diff --git a/index.html b/index.html
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index 60255af..0000000
--- a/index.html
+++ /dev/null
@@ -1,8035 +0,0 @@
-<!doctype html>
-<html lang="en">
-
-<head>
-  <meta charset="utf-8">
-  <title>AI_Chess(v2) -- w/ Stockfish</title>
-  <script>
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-        document.write('<meta name="viewport" content="width=device-width, height=device-height, initial-scale=1, maximum-scale=1"/>');
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-<body>
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-  <div id="container">
-    <div class="col left" id="colLeft">
-      <div id="logo">
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"
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-        <div id="logotextmain">AI Chess (for web)</div>
-        <div id="logotextsub">with Stockfish</div>
-        </a>
-        <div id="toolbar" class="toolbar">
-          <div id="buttonBack" class="off" title="Go back">
-            <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 16 16">
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-          <div id="buttonForward" class="off" title="Go forward">
-            <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 16 16">
-              <path
-                d="M15.707 7.293l-6-6a1 1 0 0 0-1.414 1.414L12.586 7H1a1 1 0 0 0 0 2h11.586l-4.293 4.293a1 1 0 1 0 1.414 1.414l6-6a1 1 0 0 0 0-1.414z" />
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-          </div>
-          <div id="buttonRevert" class="off" title="Revert changes">
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-            </svg>
-          </div>
-          <div id="buttonMenu" class="on" title="Menu">
-            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 16 16" width="16" height="16">
-              <path
-                d="M0,3c0,-0.55 0.45,-1 1,-1h14c0.55,0 1,0.45 1,1c0,0.55 -0.45,1 -1,1h-14c-0.55,0 -1,-0.45 -1,-1zM0,8c0,-0.55 0.45,-1 1,-1h14c0.55,0 1,0.45 1,1c0,0.55 -0.45,1 -1,1h-14c-0.55,0 -1,-0.45 -1,-1zM15,12c0.55,0 1,0.45 1,1c0,0.55 -0.45,1 -1,1h-14c-0.55,0 -1,-0.45 -1,-1c0,-0.55 0.45,-1 1,-1z" />
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-          </div>
-        </div>
-      </div>
-      <div id="wb"></div>
-      <div class="box" style="height:437px;min-width: 108px;min-height: 161px" id="wChessboard">
-        <div id="positionInfo" class="boxTop"></div>
-        <div id="searchWrapper" class="boxMid">
-          <form id="simpleSearch">
-            <input name="search" placeholder="Enter FEN, PGN or command" id="searchInput" type="search">
-            <div id="buttonGo" title="Load FEN, PGN or command" style="display:none;">
-              <svg xmlns="http://www.w3.org/2000/svg" width="16" height="16" viewBox="0 0 16 16">
-                <path
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-            </div>
-          </form>
-        </div>
-        <div id="boxBoardOuter">
-          <div id="boxBoard">
-            <div id="boardWrapper">
-              <div id="arrowWrapper1">
-                <svg height="100%" width="100%">
-                  <defs>
-                    <marker id="markerArrow1" markerWidth="13" markerHeight="13" orient="auto" refX="3" refY="3">
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-                    x2="0"></line>
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-              <div id="arrowWrapper2">
-                <svg height="100%" width="100%">
-                  <defs>
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-              <div id="arrowWrapper3">
-                <svg height="100%" width="100%">
-                  <defs>
-                    <marker id="markerArrow3" markerWidth="13" markerHeight="13" orient="auto" refX="3" refY="3">
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-                </svg>
-              </div>
-              <table id="cbTable">
-                <tbody>
-                  <tr>
-                    <td></td>
-                    <td></td>
-                    <td></td>
-                    <td></td>
-                    <td></td>
-                    <td></td>
-                    <td></td>
-                    <td></td>
-                    <td></td>
-                    <td>
-                      <div id="buttonStm" class="white" title="Change side to move">
-                        <div></div>
-                      </div>
-                    </td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td colspan="8" rowspan="8" class="cbCell">
-                      <div id="chessboard1" class="cb"></div>
-                    </td>
-                    <td>8</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>7</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>6</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>5</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>4</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>3</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>2</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>1</td>
-                  </tr>
-                  <tr>
-                    <td></td>
-                    <td>a</td>
-                    <td>b</td>
-                    <td>c</td>
-                    <td>d</td>
-                    <td>e</td>
-                    <td>f</td>
-                    <td>g</td>
-                    <td>h</td>
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You should run tf.js in the browser or in Node.js")}var util=Object.freeze({shuffle:shuffle,clamp:clamp,nearestLargerEven:nearestLargerEven,sum:sum,randUniform:randUniform,distSquared:distSquared,assert:assert,assertShapesMatch:assertShapesMatch,assertNonNull:assertNonNull,flatten:flatten,sizeFromShape:sizeFromShape,isScalarShape:isScalarShape,arraysEqual:arraysEqual,isInt:isInt,tanh:tanh,sizeToSquarishShape:sizeToSquarishShape,createShuffledIndices:createShuffledIndices,rightPad:rightPad,repeatedTry:repeatedTry,inferFromImplicitShape:inferFromImplicitShape,squeezeShape:squeezeShape,getTypedArrayFromDType:getTypedArrayFromDType,getArrayFromDType:getArrayFromDType,checkComputationForNaN:checkComputationForNaN,checkConversionForNaN:checkConversionForNaN,hasEncodingLoss:hasEncodingLoss,isTypedArray:isTypedArray,bytesPerElement:bytesPerElement,bytesFromStringArray:bytesFromStringArray,isString:isString,isBoolean:isBoolean,isNumber:isNumber,inferDtype:inferDtype,isFunction:isFunction,nearestDivisor:nearestDivisor,computeStrides:computeStrides,toTypedArray:toTypedArray,makeOnesTypedArray:makeOnesTypedArray,makeZerosTypedArray:makeZerosTypedArray,now:now}),Profiler=function(){function e(e,t){this.backendTimer=e,this.logger=t,null==t&&(this.logger=new Logger)}return e.prototype.profileKernel=function(e,t){var r,n=this,a=this.backendTimer.time(function(){r=t()});return(Array.isArray(r)?r:[r]).forEach(function(t){var r=t.dataSync();checkComputationForNaN(r,t.dtype,e),a.then(function(a){var o="";null!=a.getExtraProfileInfo&&(o=a.getExtraProfileInfo()),n.logger.logKernelProfile(e,t,r,a.kernelMs,o)})}),r},e}(),Logger=function(){function e(){}return e.prototype.logKernelProfile=function(e,t,r,n,a){var o=rightPad(n+"ms",9),i=rightPad(e,25),s=t.rank,u=t.size,l=rightPad(t.shape.toString(),14);console.log("%c"+i+"\t%c"+o+"\t%c"+s+"D "+l+"\t%c"+u+"\t%c"+a,"font-weight:bold","color:red","color:blue","color: orange","color: green")},e}(),FORMAT_LIMIT_NUM_VALS=20,FORMAT_NUM_FIRST_LAST_VALS=3,FORMAT_NUM_SIG_DIGITS=7;function tensorToString(e,t,r,n){var a=computeStrides(t),o=computeMaxSizePerColumn(e,t,r,a),i=t.length,s=subTensorToString(e,t,r,a,o),u=["Tensor"];return n&&(u.push("  dtype: "+r),u.push("  rank: "+i),u.push("  shape: ["+t+"]"),u.push("  values:")),u.push(s.map(function(e){return"    "+e}).join("\n")),u.join("\n")}function computeMaxSizePerColumn(e,t,r,n){var a=sizeFromShape(t),o=n[n.length-1],i=new Array(o).fill(0),s=t.length,u="complex64"===r?createComplexTuples(e):e;if(s>1)for(var l=0;l<a/o;l++)for(var p=l*o,c=0;c<o;c++)i[c]=Math.max(i[c],valToString(u[p+c],0).length);return i}function valToString(e,t){return rightPad(Array.isArray(e)?parseFloat(e[0].toFixed(FORMAT_NUM_SIG_DIGITS))+" + "+parseFloat(e[1].toFixed(FORMAT_NUM_SIG_DIGITS))+"j":isString(e)?"'"+e+"'":parseFloat(e.toFixed(FORMAT_NUM_SIG_DIGITS)).toString(),t)}function subTensorToString(e,t,r,n,a,o){void 0===o&&(o=!0);var i="complex64"===r?2:1,s=t[0],u=t.length;if(0===u)return"complex64"===r?[valToString(createComplexTuples(e)[0],0)]:[e[0].toString()];if(1===u){if(s>FORMAT_LIMIT_NUM_VALS){var l=FORMAT_NUM_FIRST_LAST_VALS*i,p=Array.from(e.slice(0,l)),c=Array.from(e.slice(s-FORMAT_NUM_FIRST_LAST_VALS*i,s));return"complex64"===r&&(p=createComplexTuples(p),c=createComplexTuples(c)),["["+p.map(function(e,t){return valToString(e,a[t])}).join(", ")+", ..., "+c.map(function(e,t){return valToString(e,a[s-FORMAT_NUM_FIRST_LAST_VALS+t])}).join(", ")+"]"]}return["["+("complex64"===r?createComplexTuples(e):Array.from(e)).map(function(e,t){return valToString(e,a[t])}).join(", ")+"]"]}var d=t.slice(1),h=n.slice(1),f=n[0]*i,m=[];if(s>FORMAT_LIMIT_NUM_VALS){for(var g=0;g<FORMAT_NUM_FIRST_LAST_VALS;g++){var y=(v=g*f)+f;m.push.apply(m,subTensorToString(e.slice(v,y),d,r,h,a,!1))}for(m.push("..."),g=s-FORMAT_NUM_FIRST_LAST_VALS;g<s;g++)y=(v=g*f)+f,m.push.apply(m,subTensorToString(e.slice(v,y),d,r,h,a,g===s-1))}else for(g=0;g<s;g++){var v;y=(v=g*f)+f,m.push.apply(m,subTensorToString(e.slice(v,y),d,r,h,a,g===s-1))}var x=2===u?",":"";for(m[0]="["+m[0]+x,g=1;g<m.length-1;g++)m[g]=" "+m[g]+x;var b=",\n";for(g=2;g<u;g++)b+="\n";return m[m.length-1]=" "+m[m.length-1]+"]"+(o?"":b),m}function createComplexTuples(e){for(var t=[],r=0;r<e.length;r+=2)t.push([e[r],e[r+1]]);return t}var TensorBuffer=function(){function e(e,t,r){if(this.dtype=t,this.shape=e.slice(),this.size=sizeFromShape(e),null!=r){var n=r.length;assert(n===this.size,"Length of values '"+n+"' does not match the size inferred by the shape '"+this.size+"'.")}if("complex64"===t)throw new Error("complex64 dtype TensorBuffers are not supported. Please create a TensorBuffer for the real and imaginary parts separately and call tf.complex(real, imag).");this.values=r||getArrayFromDType(t,sizeFromShape(this.shape)),this.strides=computeStrides(e)}return e.prototype.set=function(e){for(var t=[],r=1;r<arguments.length;r++)t[r-1]=arguments[r];0===t.length&&(t=[0]),assert(t.length===this.rank,"The number of provided coordinates ("+t.length+") must match the rank ("+this.rank+")");var n=this.locToIndex(t);this.values[n]=e},e.prototype.get=function(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];0===e.length&&(e=[0]);for(var r=e[e.length-1],n=0;n<e.length-1;++n)r+=this.strides[n]*e[n];return this.values[r]},e.prototype.locToIndex=function(e){if(0===this.rank)return 0;if(1===this.rank)return e[0];for(var t=e[e.length-1],r=0;r<e.length-1;++r)t+=this.strides[r]*e[r];return t},e.prototype.indexToLoc=function(e){if(0===this.rank)return[];if(1===this.rank)return[e];for(var t=new Array(this.shape.length),r=0;r<t.length-1;++r)t[r]=Math.floor(e/this.strides[r]),e-=t[r]*this.strides[r];return t[t.length-1]=e,t},Object.defineProperty(e.prototype,"rank",{get:function(){return this.shape.length},enumerable:!0,configurable:!0}),e.prototype.toTensor=function(){return Tensor.make(this.shape,{values:this.values},this.dtype)},e}(),trackerFn=null,opHandler=null;function setTensorTracker(e){trackerFn=e}function setOpHandler(e){opHandler=e}var Tensor=function(){function e(e,t,r,n){this.isDisposedInternal=!1,this.shape=e.slice(),this.dtype=t||"float32",this.size=sizeFromShape(e),this.strides=computeStrides(e),this.dataId=null!=n?n:{},this.id=trackerFn().nextTensorId(),this.rankType=this.rank<5?this.rank.toString():"higher",trackerFn().registerTensor(this),null!=r&&trackerFn().write(this.dataId,r)}return e.make=function(t,r,n){return new e(t,n,r.values,r.dataId)},e.prototype.flatten=function(){return this.throwIfDisposed(),this.as1D()},e.prototype.asScalar=function(){return this.throwIfDisposed(),assert(1===this.size,"The array must have only 1 element."),this.reshape([])},e.prototype.as1D=function(){return this.throwIfDisposed(),this.reshape([this.size])},e.prototype.as2D=function(e,t){return this.throwIfDisposed(),this.reshape([e,t])},e.prototype.as3D=function(e,t,r){return this.throwIfDisposed(),this.reshape([e,t,r])},e.prototype.as4D=function(e,t,r,n){return this.throwIfDisposed(),this.reshape([e,t,r,n])},e.prototype.as5D=function(e,t,r,n,a){return this.throwIfDisposed(),this.reshape([e,t,r,n,a])},e.prototype.asType=function(e){return this.throwIfDisposed(),opHandler.cast(this,e)},Object.defineProperty(e.prototype,"rank",{get:function(){return this.shape.length},enumerable:!0,configurable:!0}),e.prototype.get=function(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];assert(e.length===this.rank,"Number of coordinates in get() must match the rank of the tensor"),assert("complex64"!==this.dtype,"Tensor.get() is not supported for complex64 tensors yet."),this.throwIfDisposed(),0===e.length&&(e=[0]);for(var r=e[e.length-1],n=0;n<e.length-1;++n)r+=this.strides[n]*e[n];return this.dataSync()[r]},e.prototype.buffer=function(){return opHandler.buffer(this.shape,this.dtype,this.dataSync())},e.prototype.data=function(){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(e){return this.throwIfDisposed(),[2,trackerFn().read(this.dataId)]})})},e.prototype.dataSync=function(){return this.throwIfDisposed(),trackerFn().readSync(this.dataId)},e.prototype.dispose=function(){this.isDisposed||(trackerFn().disposeTensor(this),this.isDisposedInternal=!0)},Object.defineProperty(e.prototype,"isDisposed",{get:function(){return this.isDisposedInternal},enumerable:!0,configurable:!0}),e.prototype.throwIfDisposed=function(){if(this.isDisposed)throw new Error("Tensor is disposed.")},e.prototype.toFloat=function(){return this.asType("float32")},e.prototype.toInt=function(){return this.asType("int32")},e.prototype.toBool=function(){return this.asType("bool")},e.prototype.print=function(e){return void 0===e&&(e=!1),opHandler.print(this,e)},e.prototype.reshape=function(e){return this.throwIfDisposed(),opHandler.reshape(this,e)},e.prototype.reshapeAs=function(e){return this.throwIfDisposed(),this.reshape(e.shape)},e.prototype.expandDims=function(e){return void 0===e&&(e=0),opHandler.expandDims(this,e)},e.prototype.cumsum=function(e,t,r){return void 0===e&&(e=0),void 0===t&&(t=!1),void 0===r&&(r=!1),opHandler.cumsum(this,e,t,r)},e.prototype.squeeze=function(e){return this.throwIfDisposed(),opHandler.squeeze(this,e)},e.prototype.clone=function(){return this.throwIfDisposed(),opHandler.clone(this)},e.prototype.toString=function(e){return void 0===e&&(e=!1),tensorToString(this.dataSync(),this.shape,this.dtype,e)},e.prototype.tile=function(e){return this.throwIfDisposed(),opHandler.tile(this,e)},e.prototype.gather=function(e,t){return void 0===t&&(t=0),this.throwIfDisposed(),opHandler.gather(this,e,t)},e.prototype.matMul=function(e,t,r){return void 0===t&&(t=!1),void 0===r&&(r=!1),this.throwIfDisposed(),opHandler.matMul(this,e,t,r)},e.prototype.dot=function(e){return this.throwIfDisposed(),opHandler.dot(this,e)},e.prototype.norm=function(e,t,r){return void 0===e&&(e="euclidean"),void 0===t&&(t=null),void 0===r&&(r=!1),this.throwIfDisposed(),opHandler.norm(this,e,t,r)},e.prototype.slice=function(e,t){return this.throwIfDisposed(),opHandler.slice(this,e,t)},e.prototype.reverse=function(e){return this.throwIfDisposed(),opHandler.reverse(this,e)},e.prototype.concat=function(t,r){return void 0===r&&(r=0),this.throwIfDisposed(),t instanceof e&&(t=[t]),opHandler.concat([this].concat(t),r)},e.prototype.split=function(e,t){return void 0===t&&(t=0),this.throwIfDisposed(),opHandler.split(this,e,t)},e.prototype.stack=function(e,t){return void 0===t&&(t=0),opHandler.stack([this,e],t)},e.prototype.unstack=function(e,t){return void 0===t&&(t=0),opHandler.unstack(this,t)},e.prototype.pad=function(e,t){return void 0===t&&(t=0),opHandler.pad(this,e,t)},e.prototype.batchNormalization=function(e,t,r,n,a){return void 0===r&&(r=.001),this.throwIfDisposed(),opHandler.batchNormalization(this,e,t,r,n,a)},e.prototype.all=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.all(this,e,t)},e.prototype.any=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.any(this,e,t)},e.prototype.logSumExp=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.logSumExp(this,e,t)},e.prototype.sum=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.sum(this,e,t)},e.prototype.prod=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.prod(this,e,t)},e.prototype.mean=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.mean(this,e,t)},e.prototype.min=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.min(this,e,t)},e.prototype.max=function(e,t){return void 0===e&&(e=null),void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.max(this,e,t)},e.prototype.argMin=function(e){return void 0===e&&(e=null),this.throwIfDisposed(),opHandler.argMin(this,e)},e.prototype.argMax=function(e){return void 0===e&&(e=null),this.throwIfDisposed(),opHandler.argMax(this,e)},e.prototype.cast=function(e){return this.throwIfDisposed(),opHandler.cast(this,e)},e.prototype.add=function(e){return this.throwIfDisposed(),opHandler.add(this,e)},e.prototype.addStrict=function(e){return this.throwIfDisposed(),opHandler.addStrict(this,e)},e.prototype.atan2=function(e){return this.throwIfDisposed(),opHandler.atan2(this,e)},e.prototype.sub=function(e){return this.throwIfDisposed(),opHandler.sub(this,e)},e.prototype.subStrict=function(e){return this.throwIfDisposed(),opHandler.subStrict(this,e)},e.prototype.pow=function(e){return this.throwIfDisposed(),opHandler.pow(this,e)},e.prototype.powStrict=function(e){return this.throwIfDisposed(),opHandler.powStrict(this,e)},e.prototype.mul=function(e){return this.throwIfDisposed(),opHandler.mul(this,e)},e.prototype.mulStrict=function(e){return this.throwIfDisposed(),opHandler.mulStrict(this,e)},e.prototype.div=function(e){return this.throwIfDisposed(),opHandler.div(this,e)},e.prototype.floorDiv=function(e){return this.throwIfDisposed(),opHandler.floorDiv(this,e)},e.prototype.divStrict=function(e){return this.throwIfDisposed(),opHandler.divStrict(this,e)},e.prototype.minimum=function(e){return this.throwIfDisposed(),opHandler.minimum(this,e)},e.prototype.minimumStrict=function(e){return this.throwIfDisposed(),opHandler.minimumStrict(this,e)},e.prototype.maximum=function(e){return this.throwIfDisposed(),opHandler.maximum(this,e)},e.prototype.maximumStrict=function(e){return this.throwIfDisposed(),opHandler.maximumStrict(this,e)},e.prototype.mod=function(e){return this.throwIfDisposed(),opHandler.mod(this,e)},e.prototype.modStrict=function(e){return this.throwIfDisposed(),opHandler.modStrict(this,e)},e.prototype.squaredDifference=function(e){return this.throwIfDisposed(),opHandler.squaredDifference(this,e)},e.prototype.squaredDifferenceStrict=function(e){return this.throwIfDisposed(),opHandler.squaredDifferenceStrict(this,e)},e.prototype.transpose=function(e){return this.throwIfDisposed(),opHandler.transpose(this,e)},e.prototype.notEqual=function(e){return this.throwIfDisposed(),opHandler.notEqual(this,e)},e.prototype.notEqualStrict=function(e){return this.throwIfDisposed(),opHandler.notEqualStrict(this,e)},e.prototype.less=function(e){return this.throwIfDisposed(),opHandler.less(this,e)},e.prototype.lessStrict=function(e){return this.throwIfDisposed(),opHandler.lessStrict(this,e)},e.prototype.equal=function(e){return this.throwIfDisposed(),opHandler.equal(this,e)},e.prototype.equalStrict=function(e){return this.throwIfDisposed(),opHandler.equalStrict(this,e)},e.prototype.lessEqual=function(e){return this.throwIfDisposed(),opHandler.lessEqual(this,e)},e.prototype.lessEqualStrict=function(e){return this.throwIfDisposed(),opHandler.lessEqualStrict(this,e)},e.prototype.greater=function(e){return this.throwIfDisposed(),opHandler.greater(this,e)},e.prototype.greaterStrict=function(e){return this.throwIfDisposed(),opHandler.greaterStrict(this,e)},e.prototype.greaterEqual=function(e){return this.throwIfDisposed(),opHandler.greaterEqual(this,e)},e.prototype.greaterEqualStrict=function(e){return this.throwIfDisposed(),opHandler.greaterEqualStrict(this,e)},e.prototype.logicalAnd=function(e){return this.throwIfDisposed(),opHandler.logicalAnd(this,e)},e.prototype.logicalOr=function(e){return this.throwIfDisposed(),opHandler.logicalOr(this,e)},e.prototype.logicalNot=function(){return this.throwIfDisposed(),opHandler.logicalNot(this)},e.prototype.logicalXor=function(e){return this.throwIfDisposed(),opHandler.logicalXor(this,e)},e.prototype.where=function(e,t){return this.throwIfDisposed(),opHandler.where(e,this,t)},e.prototype.neg=function(){return this.throwIfDisposed(),opHandler.neg(this)},e.prototype.ceil=function(){return this.throwIfDisposed(),opHandler.ceil(this)},e.prototype.floor=function(){return this.throwIfDisposed(),opHandler.floor(this)},e.prototype.sign=function(){return this.throwIfDisposed(),opHandler.sign(this)},e.prototype.exp=function(){return this.throwIfDisposed(),opHandler.exp(this)},e.prototype.expm1=function(){return this.throwIfDisposed(),opHandler.expm1(this)},e.prototype.log=function(){return this.throwIfDisposed(),opHandler.log(this)},e.prototype.log1p=function(){return this.throwIfDisposed(),opHandler.log1p(this)},e.prototype.sqrt=function(){return this.throwIfDisposed(),opHandler.sqrt(this)},e.prototype.rsqrt=function(){return this.throwIfDisposed(),opHandler.rsqrt(this)},e.prototype.square=function(){return this.throwIfDisposed(),opHandler.square(this)},e.prototype.reciprocal=function(){return this.throwIfDisposed(),opHandler.reciprocal(this)},e.prototype.abs=function(){return this.throwIfDisposed(),opHandler.abs(this)},e.prototype.clipByValue=function(e,t){return this.throwIfDisposed(),opHandler.clipByValue(this,e,t)},e.prototype.relu=function(){return this.throwIfDisposed(),opHandler.relu(this)},e.prototype.elu=function(){return this.throwIfDisposed(),opHandler.elu(this)},e.prototype.selu=function(){return this.throwIfDisposed(),opHandler.selu(this)},e.prototype.leakyRelu=function(e){return void 0===e&&(e=.2),this.throwIfDisposed(),opHandler.leakyRelu(this,e)},e.prototype.prelu=function(e){return this.throwIfDisposed(),opHandler.prelu(this,e)},e.prototype.sigmoid=function(){return this.throwIfDisposed(),opHandler.sigmoid(this)},e.prototype.logSigmoid=function(){return this.throwIfDisposed(),opHandler.logSigmoid(this)},e.prototype.softplus=function(){return this.throwIfDisposed(),opHandler.softplus(this)},e.prototype.zerosLike=function(){return this.throwIfDisposed(),opHandler.zerosLike(this)},e.prototype.onesLike=function(){return this.throwIfDisposed(),opHandler.onesLike(this)},e.prototype.sin=function(){return this.throwIfDisposed(),opHandler.sin(this)},e.prototype.cos=function(){return this.throwIfDisposed(),opHandler.cos(this)},e.prototype.tan=function(){return this.throwIfDisposed(),opHandler.tan(this)},e.prototype.asin=function(){return this.throwIfDisposed(),opHandler.asin(this)},e.prototype.acos=function(){return this.throwIfDisposed(),opHandler.acos(this)},e.prototype.atan=function(){return this.throwIfDisposed(),opHandler.atan(this)},e.prototype.sinh=function(){return this.throwIfDisposed(),opHandler.sinh(this)},e.prototype.cosh=function(){return this.throwIfDisposed(),opHandler.cosh(this)},e.prototype.tanh=function(){return this.throwIfDisposed(),opHandler.tanh(this)},e.prototype.asinh=function(){return this.throwIfDisposed(),opHandler.asinh(this)},e.prototype.acosh=function(){return this.throwIfDisposed(),opHandler.acosh(this)},e.prototype.atanh=function(){return this.throwIfDisposed(),opHandler.atanh(this)},e.prototype.erf=function(){return this.throwIfDisposed(),opHandler.erf(this)},e.prototype.round=function(){return this.throwIfDisposed(),opHandler.round(this)},e.prototype.step=function(e){return void 0===e&&(e=0),this.throwIfDisposed(),opHandler.step(this,e)},e.prototype.softmax=function(e){return void 0===e&&(e=-1),this.throwIfDisposed(),opHandler.softmax(this,e)},e.prototype.logSoftmax=function(e){return void 0===e&&(e=-1),this.throwIfDisposed(),opHandler.logSoftmax(this,e)},e.prototype.resizeBilinear=function(e,t){return void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.image.resizeBilinear(this,e,t)},e.prototype.resizeNearestNeighbor=function(e,t){return void 0===t&&(t=!1),this.throwIfDisposed(),opHandler.image.resizeNearestNeighbor(this,e,t)},e.prototype.conv1d=function(e,t,r,n,a,o){return void 0===n&&(n="NWC"),void 0===a&&(a=1),this.throwIfDisposed(),opHandler.conv1d(this,e,t,r,n,a,o)},e.prototype.conv2d=function(e,t,r,n,a,o){return void 0===n&&(n="NHWC"),void 0===a&&(a=[1,1]),this.throwIfDisposed(),opHandler.conv2d(this,e,t,r,n,a,o)},e.prototype.conv2dTranspose=function(e,t,r,n,a){return this.throwIfDisposed(),opHandler.conv2dTranspose(this,e,t,r,n,a)},e.prototype.depthwiseConv2D=function(e,t,r,n,a,o){return void 0===n&&(n="NHWC"),void 0===a&&(a=[1,1]),this.throwIfDisposed(),opHandler.depthwiseConv2d(this,e,t,r,n,a,o)},e.prototype.separableConv2d=function(e,t,r,n,a,o){return void 0===a&&(a=[1,1]),void 0===o&&(o="NHWC"),this.throwIfDisposed(),opHandler.separableConv2d(this,e,t,r,n,a,o)},e.prototype.avgPool=function(e,t,r,n){return this.throwIfDisposed(),opHandler.avgPool(this,e,t,r,n)},e.prototype.maxPool=function(e,t,r,n){return this.throwIfDisposed(),opHandler.maxPool(this,e,t,r,n)},e.prototype.localResponseNormalization=function(e,t,r,n){return void 0===e&&(e=5),void 0===t&&(t=1),void 0===r&&(r=1),void 0===n&&(n=.5),opHandler.localResponseNormalization(this,e,t,r,n)},e.prototype.pool=function(e,t,r,n,a){return this.throwIfDisposed(),opHandler.pool(this,e,t,r,n,a)},e.prototype.variable=function(e,t,r){return void 0===e&&(e=!0),this.throwIfDisposed(),Variable.variable(this,e,t,r)},e.prototype.unsortedSegmentSum=function(e,t){return this.throwIfDisposed(),opHandler.unsortedSegmentSum(this,e,t)},e.prototype.batchToSpaceND=function(e,t){return this.throwIfDisposed(),opHandler.batchToSpaceND(this,e,t)},e.prototype.spaceToBatchND=function(e,t){return this.throwIfDisposed(),opHandler.spaceToBatchND(this,e,t)},e.prototype.topk=function(e,t){return void 0===e&&(e=1),void 0===t&&(t=!0),this.throwIfDisposed(),opHandler.topk(this,e,t)},e.prototype.stridedSlice=function(e,t,r,n,a){return void 0===n&&(n=0),void 0===a&&(a=0),this.throwIfDisposed(),opHandler.stridedSlice(this,e,t,r,n,a)},e.prototype.depthToSpace=function(e,t){return this.throwIfDisposed(),opHandler.depthToSpace(this,e,t)},e.prototype.fft=function(){return this.throwIfDisposed(),opHandler.spectral.fft(this)},e.prototype.ifft=function(){return this.throwIfDisposed(),opHandler.spectral.ifft(this)},e}();Object.defineProperty(Tensor,Symbol.hasInstance,{value:function(e){return!!e&&null!=e.shape&&null!=e.dtype}});var Variable=function(e){function t(t,r,n){void 0===r&&(r=!0);var a=e.call(this,t.shape,t.dtype,null,t.dataId)||this;a.trainable=r,a.name=n,null==a.name&&(a.name=trackerFn().nextVariableId().toString());try{trackerFn().registerVariable(a)}catch(e){throw trackerFn().disposeTensor(a),e}return a}return __extends(t,e),t.variable=function(e,r,n,a){return void 0===r&&(r=!0),null!=a&&a!==e.dtype&&(e=e.asType(a)),new t(e,r,n)},t.prototype.assign=function(e){if(e.dtype!==this.dtype)throw new Error("dtype of the new value ("+e.dtype+") and previous value ("+this.dtype+") must match");if(!arraysEqual(e.shape,this.shape))throw new Error("shape of the new value ("+e.shape+") and previous value ("+this.shape+") must match");trackerFn().disposeTensor(this),this.dataId=e.dataId,trackerFn().registerTensor(this)},t}(Tensor);Object.defineProperty(Variable,Symbol.hasInstance,{value:function(e){return e instanceof Tensor&&null!=e.assign&&e.assign instanceof Function}});var UpcastInt32AndMap,UpcastBoolAndMap,UpcastFloat32AndMap,UpcastComplex64AndMap,variable=Variable.variable,e;function getFilteredNodesXToY(e,t,r){for(var n={},a={},o=0;o<t.length;o++)n[t[o].id]=!0;for(o=0;o<e.length;o++){var i=(f=e[o]).inputs;for(var s in i){for(var u=i[s],l=!1,p=0;p<t.length;p++)if(n[u.id]){f.outputs.forEach(function(e){return n[e.id]=!0}),l=!0,a[f.id]=!0;break}if(l)break}}var c={};c[r.id]=!0;var d={};for(o=e.length-1;o>=0;o--)for(i=(f=e[o]).inputs,p=0;p<f.outputs.length;p++)if(c[f.outputs[p].id]){for(var s in i)c[i[s].id]=!0,d[f.id]=!0;break}var h=[];for(o=0;o<e.length;o++){var f;if(a[(f=e[o]).id]&&d[f.id]){var m={};for(var s in f.inputs){var g=f.inputs[s];n[g.id]&&(m[s]=g)}var y=Object.assign({},f);y.inputs=m,y.outputs=f.outputs,h.push(y)}}return h}function backpropagateGradients(e,t){for(var r=function(r){var n=t[r],a=[];if(n.outputs.forEach(function(t){var r=e[t.id];if(null!=r)a.push(r);else{var n=Tensor.make(t.shape,{values:makeZerosTypedArray(t.size,t.dtype)},t.dtype);a.push(n)}}),null==n.gradient)throw new Error("Cannot compute gradient: gradient function not found for "+n.name+".");var o=n.gradient(1===n.outputs.length?a[0]:a);for(var i in n.inputs){if(!(i in o))throw new Error("Cannot backprop through input "+i+". Available gradients found: "+Object.keys(o)+".");var s=o[i]();if("float32"!==s.dtype)throw new Error("Error in gradient for op "+n.name+". The gradient of input "+i+" must have 'float32' dtype, but has '"+s.dtype+"'");var u=n.inputs[i];if(!arraysEqual(s.shape,u.shape))throw new Error("Error in gradient for op "+n.name+". The gradient of input '"+i+"' has shape '"+s.shape+"', which does not match the shape of the input '"+u.shape+"'");if(null==e[u.id])e[u.id]=s;else{var l=e[u.id];e[u.id]=l.add(s),l.dispose()}}},n=t.length-1;n>=0;n--)r(n)}e=exports.Rank||(exports.Rank={}),e.R0="R0",e.R1="R1",e.R2="R2",e.R3="R3",e.R4="R4",e.R5="R5",e.R6="R6",function(e){e.float32="float32",e.int32="int32",e.bool="int32",e.complex64="complex64"}(UpcastInt32AndMap||(UpcastInt32AndMap={})),function(e){e.float32="float32",e.int32="int32",e.bool="bool",e.complex64="complex64"}(UpcastBoolAndMap||(UpcastBoolAndMap={})),function(e){e.float32="float32",e.int32="float32",e.bool="float32",e.complex64="complex64"}(UpcastFloat32AndMap||(UpcastFloat32AndMap={})),function(e){e.float32="complex64",e.int32="complex64",e.bool="complex64",e.complex64="complex64"}(UpcastComplex64AndMap||(UpcastComplex64AndMap={}));var upcastTypeMap={float32:UpcastFloat32AndMap,int32:UpcastInt32AndMap,bool:UpcastBoolAndMap,complex64:UpcastComplex64AndMap};function upcastType(e,t){if("string"===e||"string"===t){if("string"===e&&"string"===t)return"string";throw new Error("Can not upcast "+e+" with "+t)}return upcastTypeMap[e][t]}function sumOutType(e){return upcastType(e,"int32")}function makeTypesMatch(e,t){if(e.dtype===t.dtype)return[e,t];var r=upcastType(e.dtype,t.dtype);return[e.cast(r),t.cast(r)]}function assertTypesMatch(e,t){assert(e.dtype===t.dtype,"The dtypes of the first("+e.dtype+") and second("+t.dtype+") input must match")}function isTensorInList(e,t){for(var r=0;r<t.length;r++)if(t[r].id===e.id)return!0;return!1}function getTensorsInContainer(e){var t=[];return walkTensorContainer(e,t,new Set),t}function walkTensorContainer(e,t,r){if(null!=e)if(e instanceof Tensor)t.push(e);else if(isIterable(e)){var n=e;for(var a in n){var o=n[a];r.has(o)||(r.add(o),walkTensorContainer(o,t,r))}}}function isIterable(e){return Array.isArray(e)||"object"==typeof e}var Type,Engine=function(){function e(e,t,r){this.backend=e,this.safeMode=t,this.debugMode=r,this.registeredVariables={},this.nextTapeNodeId=0,this.numBytes=0,this.numTensors=0,this.numStringTensors=0,this.numDataBuffers=0,this.profiling=!1,this.gradientScopeCount=0,this.customGradientDepth=0,this.scopeStack=[],this.keepTensors=new Set,this.tensorInfo=new WeakMap,this.profiler=new Profiler(e),this.activeProfile={newBytes:0,newTensors:0,peakBytes:0,kernels:[],result:null}}return e.prototype.moveData=function(e){this.write(e,this.readSync(e))},e.prototype.tidy=function(e,t,r){var n=this;void 0===r&&(r=!1);var a,o=null;if(null==t){if("function"!=typeof e)throw new Error("Please provide a function to tidy()");t=e}else{if("string"!=typeof e&&!(e instanceof String))throw new Error("When calling with two arguments, the first argument to tidy() must be a string");if("function"!=typeof t)throw new Error("When calling with two arguments, the 2nd argument to tidy() must be a function");o=e}return this.scopedRun(function(){return n.startScope(o,r)},function(){return n.endScope(a,r)},function(){return(a=t())instanceof Promise&&console.error("Cannot return a Promise inside of tidy."),a})},e.prototype.scopedRun=function(e,t,r){e();try{var n=r();return t(),n}catch(e){throw t(),e}},e.prototype.nextTensorId=function(){return e.nextTensorId++},e.prototype.nextVariableId=function(){return e.nextVariableId++},e.prototype.runKernel=function(e,t,r){var n,a=this,o=[],i=function(e){return o.push(e),e},s=this.activeScope.name,u=this.numBytes,l=this.numTensors;if(this.scopedRun(function(){return a.customGradientDepth++},function(){return a.customGradientDepth--},function(){n=a.debugMode()?a.profiler.profileKernel(s,function(){return e(a.backend,i)}):e(a.backend,i)}),this.shouldRecord()){var p={id:this.nextTapeNodeId++,name:s,inputs:t,outputs:Array.isArray(n)?n:[n]};null!=r&&(p.gradient=function(e){return r(e,o)}),this.activeTape.push(p)}return this.profiling&&this.activeProfile.kernels.push({name:s,bytesAdded:this.numBytes-u,totalBytesSnapshot:this.numBytes,tensorsAdded:this.numTensors-l,totalTensorsSnapshot:this.numTensors,inputShapes:Object.keys(t).map(function(e){return t[e].shape}),outputShape:Array.isArray(n)?n.map(function(e){return e.shape}):n.shape}),n},e.prototype.registerTensor=function(e){var t=this.tensorInfo.has(e.dataId)?this.tensorInfo.get(e.dataId).refCount:0;if(this.numTensors++,"string"===e.dtype&&this.numStringTensors++,0===t){this.numDataBuffers++;var r=0;"complex64"!==e.dtype&&"string"!==e.dtype&&(r=sizeFromShape(e.shape)*bytesPerElement(e.dtype)),this.tensorInfo.set(e.dataId,{backend:this.backend,dtype:e.dtype,shape:e.shape,bytes:r,refCount:0}),this.numBytes+=r,this.backend.register(e.dataId,e.shape,e.dtype)}this.tensorInfo.get(e.dataId).refCount++,e instanceof Variable||this.track(e)},e.prototype.registerVariable=function(e){if(null!=this.registeredVariables[e.name])throw new Error("Variable with name "+e.name+" was already registered");this.registeredVariables[e.name]=e},e.prototype.disposeTensor=function(e){if(this.tensorInfo.has(e.dataId)){this.keepTensors.has(e.id)&&this.keepTensors.delete(e.id),this.numTensors--,"string"===e.dtype&&this.numStringTensors--;var t=this.tensorInfo.get(e.dataId);t.refCount<=1?("complex64"!==e.dtype&&(this.numBytes-=t.bytes),this.numDataBuffers--,t.backend.disposeData(e.dataId),this.tensorInfo.delete(e.dataId)):this.tensorInfo.get(e.dataId).refCount--}},e.prototype.disposeVariables=function(){for(var e in this.registeredVariables){var t=this.registeredVariables[e];this.disposeTensor(t),delete this.registeredVariables[e]}},e.prototype.memory=function(){var e=this.backend.memory();return e.numTensors=this.numTensors,e.numDataBuffers=this.numDataBuffers,e.numBytes=this.numBytes,this.numStringTensors>0&&(e.unreliable=!0,null==e.reasons&&(e.reasons=[]),e.reasons.push("Memory usage by string tensors is approximate (2 bytes per character)")),e},e.prototype.profile=function(e){return __awaiter(this,void 0,void 0,function(){var t,r;return __generator(this,function(n){return this.profiling=!0,t=this.numBytes,r=this.numTensors,this.activeProfile.kernels=[],this.activeProfile.result=e(),this.profiling=!1,this.activeProfile.peakBytes=Math.max.apply(Math,this.activeProfile.kernels.map(function(e){return e.totalBytesSnapshot})),this.activeProfile.newBytes=this.numBytes-t,this.activeProfile.newTensors=this.numTensors-r,[2,this.activeProfile]})})},e.prototype.shouldRecord=function(){return null!=this.activeTape&&0===this.customGradientDepth},e.prototype.addTapeNode=function(e,t,r){var n={};e.forEach(function(e,t){n[t]=e});var a={id:this.nextTapeNodeId++,name:this.activeScope.name,inputs:n,outputs:[t],gradient:function(e){var t={};return r(e).forEach(function(e,r){t[r]=function(){return e}}),t}};this.activeTape.push(a)},e.prototype.keep=function(e){if(1===this.scopeStack.length&&this.safeMode)throw new Error("Safe mode is ON. Enclose all tensor operations inside tf.tidy(): tf.tidy(() => {...}) to avoid memory leaks.");return this.keepTensors.add(e.id),e},e.prototype.startScope=function(e,t){void 0===t&&(t=!1),t&&0===this.gradientScopeCount&&(this.activeTape=[]),t&&this.gradientScopeCount++;var r={track:[],name:"unnamed scope"};e&&(r.name=e),this.scopeStack.push(r),this.activeScope=r},e.prototype.endScope=function(e,t){var r=this;void 0===t&&(t=!1),t&&(this.gradientScopeCount--,0===this.gradientScopeCount&&(this.activeTape=null));var n=new Set(this.keepTensors),a=getTensorsInContainer(e);a.forEach(function(e){return n.add(e.id)});for(var o=0;o<this.activeScope.track.length;o++){var i=this.activeScope.track[o];n.has(i.id)||(null!=this.activeTape?a.push(i):i.dispose())}var s=this.scopeStack.pop();this.activeScope=0===this.scopeStack.length?null:this.scopeStack[this.scopeStack.length-1],a.forEach(function(e){!r.keepTensors.has(e.id)&&isTensorInList(e,s.track)&&r.track(e)})},e.prototype.gradients=function(e,t,r,n){var a=this;if(void 0===n&&(n=!1),assert(t.length>0,"gradients() received an empty list of xs."),null!=r&&"float32"!==r.dtype)throw new Error("dy must have 'float32' dtype, but has '"+r.dtype+"'");return this.tidy("gradients",function(){var o=e();assert(o instanceof Tensor,"The result y returned by f() must be a tensor.");var i=getFilteredNodesXToY(a.activeTape,t,o);if(!n&&0===i.length&&t.length>0)throw new Error("Cannot compute gradient of y=f(x) with respect to x. Make sure that the f you passed encloses all operations that lead from x to y.");var s={};return s[o.id]=null==r?ones(o.shape):r,backpropagateGradients(s,i),{value:o,grads:t.map(function(e){return s[e.id]})}},!0)},e.prototype.customGrad=function(e){var t=this;return assert(isFunction(e),"The f passed in customGrad(f) must be a function."),function(){for(var r,n,a=[],o=0;o<arguments.length;o++)a[o]=arguments[o];return assert(a.every(function(e){return e instanceof Tensor}),"The args passed in customGrad(f)(x1, x2,...) must all be tensors"),t.scopedRun(function(){return t.customGradientDepth++},function(){return t.customGradientDepth--},function(){n=t.tidy(e.name,function(){var t=e.apply(void 0,a),n=t.value,o=t.gradFunc;return assert(n instanceof Tensor,"The function f passed in customGrad(f) must return an object where `obj.value` is a tensor"),assert(isFunction(o),"The function f passed in customGrad(f) must return an object where `obj.gradFunc` is a function."),r=o,n},!0)}),t.shouldRecord()&&t.addTapeNode(a,n,function(e){var t=r(e),n=Array.isArray(t)?t:[t];return assert(n.length===a.length,"The function f passed in customGrad(f) must return an object where `obj.gradFunc` is a function that returns the same number of tensors as inputs passed to f(...)."),assert(n.every(function(e){return e instanceof Tensor}),"The function f passed in customGrad(f) must return an object where `obj.gradFunc` is a function that returns a list of only tensors."),n}),n}},e.prototype.write=function(e,t){var r=this.tensorInfo.get(e);if("string"===r.dtype){var n=bytesFromStringArray(t);this.numBytes+=n-r.bytes,r.bytes=n}this.backend!==r.backend&&(r.backend.disposeData(e),r.backend=this.backend,this.backend.register(e,r.shape,r.dtype)),this.backend.write(e,t)},e.prototype.readSync=function(e){return this.tensorInfo.get(e).backend.readSync(e)},e.prototype.read=function(e){return this.tensorInfo.get(e).backend.read(e)},e.prototype.fromPixels=function(e,t){return this.backend.fromPixels(e,t)},e.prototype.time=function(e){return __awaiter(this,void 0,void 0,function(){var t,r;return __generator(this,function(n){switch(n.label){case 0:return t=now(),[4,this.backend.time(e)];case 1:return(r=n.sent()).wallMs=now()-t,[2,r]}})})},e.prototype.track=function(e){if(1===this.scopeStack.length&&this.safeMode)throw new Error("Safe mode is ON. Enclose all tensor operations inside tf.tidy(): tf.tidy(() => {op();...}); to avoid memory leaks.");return null!=this.activeScope&&this.activeScope.track.push(e),e},e.nextTensorId=0,e.nextVariableId=0,e}();function ones(e){var t=makeOnesTypedArray(sizeFromShape(e),"float32");return Tensor.make(e,{values:t})}!function(e){e[e.NUMBER=0]="NUMBER",e[e.BOOLEAN=1]="BOOLEAN",e[e.STRING=2]="STRING"}(Type||(Type={}));var MAX_TEXTURE_SIZE,URL_PROPERTIES=[{name:"DEBUG",type:Type.BOOLEAN},{name:"IS_BROWSER",type:Type.BOOLEAN},{name:"WEBGL_LAZILY_UNPACK",type:Type.BOOLEAN},{name:"WEBGL_CPU_FORWARD",type:Type.BOOLEAN},{name:"WEBGL_PACK",type:Type.BOOLEAN},{name:"WEBGL_PACK_BATCHNORMALIZATION",type:Type.BOOLEAN},{name:"WEBGL_PACK_CLIP",type:Type.BOOLEAN},{name:"WEBGL_PACK_DEPTHWISECONV",type:Type.BOOLEAN},{name:"WEBGL_CONV_IM2COL",type:Type.BOOLEAN},{name:"WEBGL_MAX_TEXTURE_SIZE",type:Type.NUMBER},{name:"WEBGL_PAGING_ENABLED",type:Type.BOOLEAN},{name:"WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION",type:Type.NUMBER},{name:"WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_RELIABLE",type:Type.BOOLEAN},{name:"WEBGL_VERSION",type:Type.NUMBER},{name:"WEBGL_RENDER_FLOAT32_ENABLED",type:Type.BOOLEAN},{name:"WEBGL_DOWNLOAD_FLOAT_ENABLED",type:Type.BOOLEAN},{name:"WEBGL_FENCE_API_ENABLED",type:Type.BOOLEAN},{name:"WEBGL_SIZE_UPLOAD_UNIFORM",type:Type.NUMBER},{name:"BACKEND",type:Type.STRING},{name:"EPSILON",type:Type.NUMBER},{name:"PROD",type:Type.BOOLEAN},{name:"TENSORLIKE_CHECK_SHAPE_CONSISTENCY",type:Type.BOOLEAN}];function isWebGLVersionEnabled(e){try{if(null!=getWebGLContext(e))return!0}catch(e){return!1}return!1}function getWebGLMaxTextureSize(e){if(null==MAX_TEXTURE_SIZE){var t=getWebGLContext(e);MAX_TEXTURE_SIZE=t.getParameter(t.MAX_TEXTURE_SIZE)}return MAX_TEXTURE_SIZE}function getWebGLDisjointQueryTimerVersion(e){if(0===e)return 0;var t=getWebGLContext(e);return hasExtension(t,"EXT_disjoint_timer_query_webgl2")&&2===e?2:hasExtension(t,"EXT_disjoint_timer_query")?1:0}function isRenderToFloatTextureEnabled(e){if(0===e)return!1;var t=getWebGLContext(e);if(1===e){if(!hasExtension(t,"OES_texture_float"))return!1}else if(!hasExtension(t,"EXT_color_buffer_float"))return!1;return createFloatTextureAndBindToFramebuffer(t,e)}function isDownloadFloatTextureEnabled(e){if(0===e)return!1;var t=getWebGLContext(e);if(1===e){if(!hasExtension(t,"OES_texture_float"))return!1;if(!hasExtension(t,"WEBGL_color_buffer_float"))return!1}else if(!hasExtension(t,"EXT_color_buffer_float"))return!1;return createFloatTextureAndBindToFramebuffer(t,e)}function isWebGLFenceEnabled(e){return 2===e&&null!=getWebGLContext(e).fenceSync}function isChrome(){return"undefined"!=typeof navigator&&null!=navigator&&null!=navigator.userAgent&&/Chrome/.test(navigator.userAgent)&&/Google Inc/.test(navigator.vendor)}var TENSORFLOWJS_FLAGS_PREFIX="tfjsflags";function getFeaturesFromURL(){var e={};if("undefined"==typeof window||void 0===window.location||void 0===window.location.search)return e;var t=getQueryParams(window.location.search);if(TENSORFLOWJS_FLAGS_PREFIX in t){var r={};t[TENSORFLOWJS_FLAGS_PREFIX].split(",").forEach(function(e){var t=e.split(":"),n=t[0],a=t[1];r[n]=a}),URL_PROPERTIES.forEach(function(t){t.name in r&&(console.log("Setting feature override from URL "+t.name+": "+r[t.name]),t.type===Type.NUMBER?e[t.name]=+r[t.name]:t.type===Type.BOOLEAN?e[t.name]="true"===r[t.name]:t.type===Type.STRING?e[t.name]=r[t.name]:console.warn("Unknown URL param: "+t.name+"."))})}return e}function hasExtension(e,t){return null!=e.getExtension(t)}function createFloatTextureAndBindToFramebuffer(e,t){var r=e.createFramebuffer(),n=e.createTexture();e.bindTexture(e.TEXTURE_2D,n);var a=2===t?e.RGBA32F:e.RGBA;e.texImage2D(e.TEXTURE_2D,0,a,1,1,0,e.RGBA,e.FLOAT,null),e.bindFramebuffer(e.FRAMEBUFFER,r),e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,n,0);var o=e.checkFramebufferStatus(e.FRAMEBUFFER)===e.FRAMEBUFFER_COMPLETE;return e.bindTexture(e.TEXTURE_2D,null),e.bindFramebuffer(e.FRAMEBUFFER,null),e.deleteTexture(n),e.deleteFramebuffer(r),o}function getQueryParams(e){var t={};return e.replace(/[?&]([^=?&]+)(?:=([^&]*))?/g,function(e){for(var r=[],n=1;n<arguments.length;n++)r[n-1]=arguments[n];return decodeParam(t,r[0],r[1]),r.join("=")}),t}function decodeParam(e,t,r){e[decodeURIComponent(t)]=decodeURIComponent(r||"")}var EPSILON_FLOAT16=1e-4,TEST_EPSILON_FLOAT16=.1,EPSILON_FLOAT32=1e-7,TEST_EPSILON_FLOAT32=.001,Environment=function(){function e(e){this.features={},this.registry={},null!=e&&(this.features=e),this.get("DEBUG")&&console.warn("Debugging mode is ON. The output of every math call will be downloaded to CPU and checked for NaNs. This significantly impacts performance.")}return e.setBackend=function(e,t){if(void 0===t&&(t=!1),!(e in ENV.registry))throw new Error("Backend name '"+e+"' not found in registry");ENV.engine.backend=ENV.findBackend(e),ENV.backendName=e},e.getBackend=function(){return ENV.initEngine(),ENV.backendName},e.disposeVariables=function(){ENV.engine.disposeVariables()},e.memory=function(){return ENV.engine.memory()},e.profile=function(e){return ENV.engine.profile(e)},e.tidy=function(e,t){return ENV.engine.tidy(e,t)},e.dispose=function(e){getTensorsInContainer(e).forEach(function(e){return e.dispose()})},e.keep=function(e){return ENV.engine.keep(e)},e.time=function(e){return ENV.engine.time(e)},e.prototype.get=function(e){return e in this.features?this.features[e]:(this.features[e]=this.evaluateFeature(e),this.features[e])},e.prototype.getFeatures=function(){return this.features},e.prototype.set=function(e,t){this.features[e]=t},e.prototype.getBestBackendName=function(){var e=this;if(0===Object.keys(this.registry).length)throw new Error("No backend found in registry.");return Object.keys(this.registry).map(function(t){return{name:t,entry:e.registry[t]}}).sort(function(e,t){return t.entry.priority-e.entry.priority})[0].name},e.prototype.evaluateFeature=function(e){if("DEBUG"===e)return!1;if("IS_BROWSER"===e)return"undefined"!=typeof window;if("IS_NODE"===e)return"undefined"!=typeof process&&void 0!==process.versions&&void 0!==process.versions.node;if("IS_CHROME"===e)return isChrome();if("WEBGL_CPU_FORWARD"===e)return!0;if("WEBGL_PACK"===e)return!1;if("WEBGL_PACK_BATCHNORMALIZATION"===e)return this.get("WEBGL_PACK");if("WEBGL_PACK_CLIP"===e)return this.get("WEBGL_PACK");if("WEBGL_PACK_DEPTHWISECONV"===e)return this.get("WEBGL_PACK");if("WEBGL_LAZILY_UNPACK"===e)return this.get("WEBGL_PACK");if("WEBGL_CONV_IM2COL"===e)return this.get("WEBGL_PACK");if("WEBGL_PAGING_ENABLED"===e)return this.get("IS_BROWSER")&&!this.get("PROD");if("WEBGL_MAX_TEXTURE_SIZE"===e)return getWebGLMaxTextureSize(this.get("WEBGL_VERSION"));if("IS_TEST"===e)return!1;if("BACKEND"===e)return this.getBestBackendName();if("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION"===e){var t=this.get("WEBGL_VERSION");return 0===t?0:getWebGLDisjointQueryTimerVersion(t)}if("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_RELIABLE"===e)return this.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")>0&&!isMobile();if("HAS_WEBGL"===e)return this.get("WEBGL_VERSION")>0;if("WEBGL_VERSION"===e)return isWebGLVersionEnabled(2)?2:isWebGLVersionEnabled(1)?1:0;if("WEBGL_RENDER_FLOAT32_ENABLED"===e)return isRenderToFloatTextureEnabled(this.get("WEBGL_VERSION"));if("WEBGL_DOWNLOAD_FLOAT_ENABLED"===e)return isDownloadFloatTextureEnabled(this.get("WEBGL_VERSION"));if("WEBGL_FENCE_API_ENABLED"===e)return isWebGLFenceEnabled(this.get("WEBGL_VERSION"));if("WEBGL_SIZE_UPLOAD_UNIFORM"===e)return this.get("WEBGL_RENDER_FLOAT32_ENABLED")?4:0;if("TEST_EPSILON"===e)return 32===this.backend.floatPrecision()?TEST_EPSILON_FLOAT32:TEST_EPSILON_FLOAT16;if("EPSILON"===e)return 32===this.backend.floatPrecision()?EPSILON_FLOAT32:EPSILON_FLOAT16;if("PROD"===e)return!1;if("TENSORLIKE_CHECK_SHAPE_CONSISTENCY"===e)return!this.get("PROD");throw new Error("Unknown feature "+e+".")},e.prototype.setFeatures=function(e){this.features=Object.assign({},e)},e.prototype.reset=function(){this.features=getFeaturesFromURL(),null!=this.globalEngine&&(this.globalEngine=null)},Object.defineProperty(e.prototype,"backend",{get:function(){return this.engine.backend},enumerable:!0,configurable:!0}),e.prototype.findBackend=function(e){return e in this.registry?this.registry[e].backend:null},e.prototype.registerBackend=function(e,t,r,n){var a=this;if(void 0===r&&(r=1),e in this.registry)return console.warn(e+" backend was already registered. Reusing existing backend"),null!=n&&n(function(){return a.engine}),!1;try{var o=t();return o.setDataMover({moveData:function(e){return a.engine.moveData(e)}}),this.registry[e]={backend:o,priority:r},!0}catch(t){return console.warn("Registration of backend "+e+" failed"),console.warn(t.stack||t.message),!1}},e.prototype.removeBackend=function(e){if(!(e in this.registry))throw new Error(e+" backend not found in registry");this.registry[e].backend.dispose(),delete this.registry[e]},Object.defineProperty(e.prototype,"engine",{get:function(){return this.initEngine(),this.globalEngine},enumerable:!0,configurable:!0}),e.prototype.initEngine=function(){var e=this;if(null==this.globalEngine){this.backendName=this.get("BACKEND");var t=this.findBackend(this.backendName);this.globalEngine=new Engine(t,!1,function(){return e.get("DEBUG")})}},e}();function getGlobalNamespace(){var e;if("undefined"!=typeof window)e=window;else{if("undefined"==typeof process)throw new Error("Could not find a global object");e=process}return e}function getOrMakeEnvironment(){var e=getGlobalNamespace();return null==e.ENV&&(e.ENV=new Environment(getFeaturesFromURL()),setTensorTracker(function(){return e.ENV.engine})),e.ENV}var ENV=getOrMakeEnvironment(),environment=Object.freeze({EPSILON_FLOAT16:EPSILON_FLOAT16,EPSILON_FLOAT32:EPSILON_FLOAT32,Environment:Environment,ENV:ENV});function grad(e){return assert(isFunction(e),"The f passed in grad(f) must be a function"),function(t,r){return assert(t instanceof Tensor,"The x passed in grad(f)(x) must be a tensor"),assert(null==r||r instanceof Tensor,"The dy passed in grad(f)(x, dy) must be a tensor"),ENV.engine.tidy(function(){var n=ENV.engine.gradients(function(){return e(t)},[t],r),a=n.value,o=n.grads;return null!=r&&assertShapesMatch(a.shape,r.shape,"The shape of dy passed in grad(f)(x, dy) must match the shape returned by f(x)"),checkGrads(o),o[0]})}}function grads(e){return assert(isFunction(e),"The f passed in grads(f) must be a function"),function(t,r){return assert(Array.isArray(t)&&t.every(function(e){return e instanceof Tensor}),"The args passed in grads(f)(args) must be an array of tensors"),assert(null==r||r instanceof Tensor,"The dy passed in grads(f)(args, dy) must be a tensor"),ENV.engine.tidy(function(){var n=ENV.engine.gradients(function(){return e.apply(void 0,t)},t,r),a=n.value,o=n.grads;return null!=r&&assertShapesMatch(a.shape,r.shape,"The shape of dy passed in grads(f)([x1,...], dy) must match the shape returned by f([x1,...])"),checkGrads(o),o})}}function valueAndGrad(e){return assert(isFunction(e),"The f passed in valueAndGrad(f) must be a function"),function(t,r){assert(t instanceof Tensor,"The x passed in valueAndGrad(f)(x) must be a tensor"),assert(null==r||r instanceof Tensor,"The dy passed in valueAndGrad(f)(x, dy) must be a tensor");var n=ENV.engine.gradients(function(){return e(t)},[t],r),a=n.grads,o=n.value;return checkGrads(a),{grad:a[0],value:o}}}function valueAndGrads(e){return assert(isFunction(e),"The f passed in valueAndGrads(f) must be a function"),function(t,r){assert(Array.isArray(t)&&t.every(function(e){return e instanceof Tensor}),"The args passed in valueAndGrads(f)(args) must be array of tensors"),assert(null==r||r instanceof Tensor,"The dy passed in valueAndGrads(f)(args, dy) must be a tensor");var n=ENV.engine.gradients(function(){return e.apply(void 0,t)},t,r);return null!=r&&assertShapesMatch(n.value.shape,r.shape,"The shape of dy passed in valueAndGrads(f)([x1,...], dy) must match the shape returned by f([x1,...])"),checkGrads(n.grads),n}}function variableGrads(e,t){if(assert(isFunction(e),"The f passed in variableGrads(f) must be a function"),assert(null==t||Array.isArray(t)&&t.every(function(e){return e instanceof Variable}),"The varList passed in variableGrads(f, varList) must be an array of variables"),null==t)for(var r in t=[],ENV.engine.registeredVariables)t.push(ENV.engine.registeredVariables[r]);var n=t.length;assert((t=t.filter(function(e){return e.trainable})).length>0,"variableGrads() expects at least one of the input variables to be trainable, but none of the "+n+" variables is trainable.");var a=ENV.engine.gradients(e,t,null,!0),o=a.value,i=a.grads;assert(i.some(function(e){return null!=e}),"Cannot find a connection between any variable and the result of the loss function y=f(x). Please make sure the operations that use variables are inside the function f passed to minimize()."),assert(0===o.rank,"The f passed in variableGrads(f) must return a scalar, but it returned a rank-"+o.rank+" tensor");var s={};return t.forEach(function(e,t){null!=i[t]&&(s[e.name]=i[t])}),{value:o,grads:s}}function customGrad(e){return ENV.engine.customGrad(e)}function checkGrads(e){if(e.filter(function(e){return null==e}).length>0)throw new Error("Cannot compute gradient of y=f(x) with respect to x. Make sure that\n    the f you passed encloses all operations that lead from x to y.")}var tidy=Environment.tidy,keep=Environment.keep,dispose=Environment.dispose,time=Environment.time,profile=Environment.profile;function warn(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];ENV.get("IS_TEST")||console.warn.apply(console,e)}function getReshaped(e,t,r,n){void 0===n&&(n=!0);var a=[];if(n)(a=a.concat(t.slice(0))).push(e[0]/r),a=a.concat(e.slice(1));else{a=a.concat(e[0]);for(var o=t.length,i=0;i<o;++i)a=a.concat([e[i+1]/t[i],t[i]]);a=a.concat(e.slice(o+1))}return a}function getPermuted(e,t,r){void 0===r&&(r=!0);var n=[];if(r){n.push(t);for(var a=t+1;a<e;++a)a<=2*t?(n.push(a),n.push(a-(t+1))):n.push(a)}else{var o=[],i=[];for(a=1;a<e;++a)a>=2*t+1||a%2==1?i.push(a):o.push(a);n.push.apply(n,o),n.push(0),n.push.apply(n,i)}return n}function getReshapedPermuted(e,t,r,n){void 0===n&&(n=!0);var a=[];n?a.push(e[0]/r):a.push(e[0]*r);for(var o=1;o<e.length;++o)o<=t.length?n?a.push(t[o-1]*e[o]):a.push(e[o]/t[o-1]):a.push(e[o]);return a}function getSliceBeginCoords(e,t){for(var r=[0],n=0;n<t;++n)r.push(e[n][0]);return r}function getSliceSize(e,t,r){for(var n=e.slice(0,1),a=0;a<r;++a)n.push(e[a+1]-t[a][0]-t[a][1]);return n}function axesAreInnerMostDims(e,t){for(var r=0;r<e.length;++r)if(e[e.length-r-1]!==t-1-r)return!1;return!0}function combineLocations(e,t,r){for(var n=e.length+t.length,a=[],o=0,i=0,s=0;s<n;s++)-1===r.indexOf(s)?a.push(e[o++]):a.push(t[i++]);return a}function computeOutAndReduceShapes(e,t){for(var r=[],n=e.length,a=0;a<n;a++)-1===t.indexOf(a)&&r.push(e[a]);return[r,t.map(function(t){return e[t]})]}function expandShapeToKeepDim(e,t){return combineLocations(e,t.map(function(e){return 1}),t)}function parseAxisParam(e,t){var r=t.length;return assert((e=null==e?t.map(function(e,t){return t}):[].concat(e)).every(function(e){return e>=-r&&e<r}),"All values in axis param must be in range [-"+r+", "+r+") but got axis "+e),assert(e.every(function(e){return isInt(e)}),"All values in axis param must be integers but got axis "+e),e.map(function(e){return e<0?r+e:e})}function assertAxesAreInnerMostDims(e,t,r){assert(axesAreInnerMostDims(t,r),e+" supports only inner-most axes for now. Got axes "+t+" and rank-"+r+" input.")}function getAxesPermutation(e,t){if(axesAreInnerMostDims(e,t))return null;for(var r=[],n=0;n<t;++n)-1===e.indexOf(n)&&r.push(n);return e.forEach(function(e){return r.push(e)}),r}function getUndoAxesPermutation(e){return e.map(function(e,t){return[t,e]}).sort(function(e,t){return e[1]-t[1]}).map(function(e){return e[0]})}function getInnerMostAxes(e,t){for(var r=[],n=t-e;n<t;++n)r.push(n);return r}function assertParamsConsistent(e,t){var r=e[0].length;e.forEach(function(e,t){assert(e.length===r,"Error in concat"+r+"D: rank of tensors["+t+"] must be the same as the rank of the rest ("+r+")")}),assert(t>=0&&t<r,"Error in concat"+r+"D: axis must be between 0 and "+(r-1)+".");var n=e[0];e.forEach(function(e,a){for(var o=0;o<r;o++)assert(o===t||e[o]===n[o],"Error in concat"+r+"D: Shape of tensors["+a+"] ("+e+") does not match the shape of the rest ("+n+") along the non-concatenated axis "+a+".")})}function computeOutShape(e,t){for(var r=e[0].slice(),n=1;n<e.length;n++)r[t]+=e[n][t];return r}function prepareAndValidate(e,t){if(e.rank<1)throw new Error("tf.gatherND() expects the input to be rank 1 or higher, but the rank was "+e.rank+".");if(t.rank<1)throw new Error("tf.gatherND() expects the indices to be rank 1 or higher, but the rank was "+t.rank+".");if("int32"!==t.dtype)throw new Error("tf.gatherND() expects the indices to be int32 type, but the dtype was "+t.dtype+".");if(t.shape[t.rank-1]>e.rank)throw new Error("index innermost dimension length must be <= tensor rank; saw: "+t.shape[t.rank-1]+" vs. "+e.rank);if(0===e.size)throw new Error("Requested more than 0 entries, but input is empty. Input shape: "+e.shape+".");for(var r=t.shape,n=r[r.length-1],a=1,o=0;o<r.length-1;++o)a*=r[o];var i=e.shape,s=r.slice();s.pop();var u=1;for(o=n;o<e.rank;++o)u*=i[o],s.push(i[o]);var l=computeStrides(e.shape).map(function(e){return e/u}).concat([1]).slice(0,n);return[s,a,u,l]}var PARALLELIZE_THRESHOLD=30;function computeOptimalWindowSize(e){return e<=PARALLELIZE_THRESHOLD?e:nearestDivisor(e,Math.floor(Math.sqrt(e)))}function validateUpdateShape(e,t,r){var n=t.rank>1?t.shape[t.rank-1]:1,a=t.rank>1?t.rank-1:1,o="Must have updates.shape = indices.shape[:batchDim] + shape[sliceDim:], got updates.shape: "+r.shape+", indices.shape: "+t.shape+", shape: "+e+", sliceDim: "+n+", and batchDim: "+a+".";if(r.rank<a)throw new Error(o+" update.rank < "+a+". ");if(e.length<n+(r.rank-a))throw new Error(o+" Output shape length < "+(n+(r.rank-a)));if(r.rank!==a+e.length-n)throw new Error(o+" update.rank != "+(a+e.length-n));for(var i=0;i<a;++i)if(r.shape[i]!==t.shape[i])throw new Error(o+" updates.shape["+i+"] ("+r.shape[i]+") != indices.shape["+i+"] ("+t.shape[i]+").");for(i=0;i<r.rank-a;++i)if(r.shape[i+a]!==e[i+n])throw new Error(o+" updates.shape["+(i+a)+"] ("+r.shape[i+a]+") != shape["+(i+a)+"] ("+e[i+a]+")")}function validateInput(e,t,r){if(t.rank<1)throw new Error("tf.scatterND() expects the indices to be rank 1 or higher, but the rank was "+t.rank+".");if(e.rank<1)throw new Error("tf.scatterND() expects the updates to be rank 1 or higher, but the rank was "+e.rank+".");if("int32"!==t.dtype)throw new Error("The dtype of 'indices' should be int32, but got dtype: "+t.dtype);if(r.length<1)throw new Error("Output rank must be greater or equal to 1, but got shape: "+r);if(0===r.length){if(0===t.size)throw new Error("Indices specified for empty output. indices shape: "+t.shape);if(0===e.size)throw new Error("Updates specified for empty output. updates shape: "+e.shape)}validateUpdateShape(r,t,e)}function calculateShapes(e,t,r){for(var n=t.rank>1?t.shape[t.rank-1]:1,a=r.length,o=1,i=n;i<a;++i)o*=r[i];var s=n<1?1:n,u=t.size/s,l=computeStrides(r).concat([1]);return{sliceRank:n,numUpdates:u,sliceSize:o,strides:l.slice(l.length-n,l.length),outputSize:sizeFromShape(r)}}function segOpComputeOptimalWindowSize(e,t){var r,n=!1;for(e<=PARALLELIZE_THRESHOLD?(r=e,n=!0):r=nearestDivisor(e,Math.floor(Math.sqrt(e)));!n;){if(r>t||r===e){n=!0;break}r=nearestDivisor(e,r+1)}return r}function computeOutShape$1(e,t,r){for(var n=[],a=e.length,o=0;o<a;o++)o!==t?n.push(e[o]):n.push(r);return n}function assertParamsValid(e,t,r){assert(e.rank===t.length,"Error in slice"+e.rank+"D: Length of begin "+t+" must match the rank of the array ("+e.rank+")."),assert(e.rank===r.length,"Error in slice"+e.rank+"D: Length of size "+r+" must match the rank of the array ("+e.rank+").");for(var n=0;n<e.rank;++n)assert(t[n]+r[n]<=e.shape[n],"Error in slice"+e.rank+"D: begin["+n+"] + size["+n+"] ("+(t[n]+r[n])+") would overflow input.shape["+n+"] ("+e.shape[n]+")")}function getStridedSlicedInfo(e,t,r,n,a,o,i,s,u){if(void 0===a&&(a=0),void 0===o&&(o=0),void 0===i&&(i=0),void 0===s&&(s=0),void 0===u&&(u=0),0!==i)throw new Error("ellipsis mask is not yet supported");if(0!==s)throw new Error("new axis mask is not yet supported");for(var l=[],p=[],c=[],d=0;d<e.length;d++)l[d]=startForAxis(a,t,n,e,d),p[d]=stopForAxis(o,r,n,e,d),u&1<<d&&(p[d]=l[d]+1,c.push(d));var h=new Array(e.length).fill(0);return h=h.map(function(e,t){for(var r=0,a=l[t];!(n[t]>0?a>=p[t]:a<=p[t]);a+=n[t])r+=1;return r}),[l,h,c]}function startForAxis(e,t,r,n,a){var o=t[a];e&1<<a&&(o=r[a]>0?Number.MIN_SAFE_INTEGER:Number.MAX_SAFE_INTEGER);var i=n[a];return o<0&&(o+=i),clamp(0,o,i-1)}function stopForAxis(e,t,r,n,a){var o=t[a];e&1<<a&&(o=r[a]>0?Number.MAX_SAFE_INTEGER:Number.MIN_SAFE_INTEGER);var i=n[a];return o<0&&(o+=i),r[a]>0?clamp(0,o,i):clamp(-1,o,i-1)}function inferShape(e){var t=e;if(isTypedArray(e))return[e.length];if(!Array.isArray(e))return[];for(var r=[];t instanceof Array||isTypedArray(t);)r.push(t.length),t=t[0];return e instanceof Array&&ENV.get("TENSORLIKE_CHECK_SHAPE_CONSISTENCY")&&deepAssertShapeConsistency(e,r,[]),r}function deepAssertShapeConsistency(e,t,r){if(r=r||[],e instanceof Array||isTypedArray(e)){assert(t.length>0,function(){return"Element arr["+r.join("][")+"] should be a primitive, but is an array of "+e.length+" elements"}),assert(e.length===t[0],function(){return"Element arr["+r.join("][")+"] should have "+t[0]+" elements, but has "+e.length+" elements"});for(var n=t.slice(1),a=0;a<e.length;++a)deepAssertShapeConsistency(e[a],n,r.concat(a))}else assert(0===t.length,function(){return"Element arr["+r.join("][")+"] is a primitive, but should be an array/TypedArray of "+t[0]+" elements"})}function assertDtype(e,t,r,n){if(null!=e&&("numeric"!==e&&e!==t||"numeric"===e&&"string"===t))throw new Error("Argument '"+r+"' passed to '"+n+"' must be "+e+" tensor, but got "+t+" tensor")}function convertToTensor(e,t,r,n){if(void 0===n&&(n="numeric"),e instanceof Tensor)return assertDtype(n,e.dtype,t,r),e;var a=inferDtype(e);if("string"!==a&&["bool","int32","float32"].indexOf(n)>=0&&(a=n),assertDtype(n,a,t,r),!isTypedArray(e)&&!Array.isArray(e)&&"number"!=typeof e&&"boolean"!=typeof e&&"string"!=typeof e)throw new Error("Argument '"+t+"' passed to '"+r+"' must be a Tensor or TensorLike, but got '"+e.constructor.name+"'");var o=inferShape(e);isTypedArray(e)||Array.isArray(e)||(e=[e]);var i="string"!==a?toTypedArray(e,a,ENV.get("DEBUG")):flatten(e);return Tensor.make(o,{values:i},a)}function convertToTensorArray(e,t,r){if(!Array.isArray(e))throw new Error("Argument "+t+" passed to "+r+" must be a `Tensor[]` or `TensorLike[]`");return e.map(function(e,n){return convertToTensor(e,t+"["+n+"]",r)})}function op(e){var t=Object.keys(e);if(1!==t.length)throw new Error("Please provide an object with a single key (operation name) mapping to a function. Got an object with "+t.length+" keys.");var r=t[0],n=e[r];r.endsWith("_")&&(r=r.substring(0,r.length-1));var a=function(){for(var e=[],t=0;t<arguments.length;t++)e[t]=arguments[t];ENV.engine.startScope(r);try{var a=n.apply(void 0,e);return a instanceof Promise&&console.error("Cannot return a Promise inside of tidy."),ENV.engine.endScope(a),a}catch(e){throw ENV.engine.endScope(null),e}};return Object.defineProperty(a,"name",{value:r,configurable:!0}),a}function softmax_(e,t){void 0===t&&(t=-1);var r=convertToTensor(e,"logits","softmax");if(-1===t&&(t=r.rank-1),t!==r.rank-1)throw Error("Softmax along a non-last dimension is not yet supported. Logits was rank "+r.rank+" and dim was "+t);return customGrad(function(e){var r=e.logSumExp([t],!0),n=e.toFloat().sub(r).exp();return{value:n,gradFunc:function(e){var r=e.mul(n);return r.sub(r.sum([t],!0).mul(n))}}})(r)}function logSoftmax_(e,t){void 0===t&&(t=-1);var r=convertToTensor(e,"logits","logSoftmax");if(-1===t&&(t=r.rank-1),t!==r.rank-1)throw Error("Log Softmax along a non-last dimension is not yet supported. Logits was rank "+r.rank+" and axis was "+t);return customGrad(function(e){var r=e.max(t,!0),n=e.sub(r),a=n.toFloat().sub(n.exp().sum(t,!0).log());return{value:a,gradFunc:function(e){var r=a.exp();return e.sub(e.sum(t,!0).mul(r))}}})(r)}var softmax=op({softmax_:softmax_}),logSoftmax=op({logSoftmax_:logSoftmax_});function complex_(e,t){var r=convertToTensor(e,"real","complex"),n=convertToTensor(t,"imag","complex");return assertShapesMatch(r.shape,n.shape,"real and imag shapes, "+r.shape+" and "+n.shape+", must match in call to tf.complex()."),ENV.engine.runKernel(function(e){return e.complex(r,n)},{$real:r,$imag:n})}function real_(e){var t=convertToTensor(e,"input","real");return ENV.engine.runKernel(function(e){return e.real(t)},{$input:t})}function imag_(e){var t=convertToTensor(e,"input","imag");return ENV.engine.runKernel(function(e){return e.imag(t)},{$input:t})}var complex=op({complex_:complex_}),real=op({real_:real_}),imag=op({imag_:imag_});function tensor(e,t,r){if(null==r&&(r=inferDtype(e)),"complex64"===r)throw new Error("Cannot construct a complex64 tensor directly. Please use tf.complex(real, imag).");if(!isTypedArray(e)&&!Array.isArray(e)&&"number"!=typeof e&&"boolean"!=typeof e&&"string"!=typeof e)throw new Error("values passed to tensor(values) must be a number/boolean/string or an array of numbers/booleans/strings, or a TypedArray");var n=inferShape(e);if(null!=t){var a=sizeFromShape(t),o=sizeFromShape(n);assert(a===o,function(){return"Based on the provided shape, ["+t+"], the tensor should have "+a+" values but has "+o});for(var i=0;i<n.length;++i){var s=n[i],u=i!==n.length-1||s!==sizeFromShape(t.slice(i));assert(n[i]===t[i]||!u,function(){return"Error creating a new Tensor. Inferred shape ("+n+") does not match the provided shape ("+t+"). "})}}return isTypedArray(e)||Array.isArray(e)||(e=[e]),t=t||n,e="string"!==r?toTypedArray(e,r,ENV.get("DEBUG")):flatten(e),Tensor.make(t,{values:e},r)}function scalar(e,t){if((isTypedArray(e)||Array.isArray(e))&&"complex64"!==t)throw new Error("Error creating a new Scalar: value must be a primitive (number|boolean|string)");return tensor(e,[],t)}function tensor1d(e,t){assertNonNull(e);var r=inferShape(e);if(1!==r.length)throw new Error("tensor1d() requires values to be a flat/TypedArray");return tensor(e,r,t)}function tensor2d(e,t,r){if(assertNonNull(e),null!=t&&2!==t.length)throw new Error("tensor2d() requires shape to have two numbers");var n=inferShape(e);if(2!==n.length&&1!==n.length)throw new Error("tensor2d() requires values to be number[][] or flat/TypedArray");if(1===n.length&&null==t)throw new Error("tensor2d() requires shape to be provided when `values` are a flat/TypedArray");return tensor(e,t=t||n,r)}function tensor3d(e,t,r){if(assertNonNull(e),null!=t&&3!==t.length)throw new Error("tensor3d() requires shape to have three numbers");var n=inferShape(e);if(3!==n.length&&1!==n.length)throw new Error("tensor3d() requires values to be number[][][] or flat/TypedArray");if(1===n.length&&null==t)throw new Error("tensor3d() requires shape to be provided when `values` are a flat array");return tensor(e,t=t||n,r)}function tensor4d(e,t,r){if(assertNonNull(e),null!=t&&4!==t.length)throw new Error("tensor4d() requires shape to have four numbers");var n=inferShape(e);if(4!==n.length&&1!==n.length)throw new Error("tensor4d() requires values to be number[][][][] or flat/TypedArray");if(1===n.length&&null==t)throw new Error("tensor4d() requires shape to be provided when `values` are a flat array");return tensor(e,t=t||n,r)}function tensor5d(e,t,r){if(assertNonNull(e),null!=t&&5!==t.length)throw new Error("tensor5d() requires shape to have five numbers");var n=inferShape(e);if(5!==n.length&&1!==n.length)throw new Error("tensor5d() requires values to be number[][][][][] or flat/TypedArray");if(1===n.length&&null==t)throw new Error("tensor5d() requires shape to be provided when `values` are a flat array");return tensor(e,t=t||n,r)}function tensor6d(e,t,r){if(assertNonNull(e),null!=t&&6!==t.length)throw new Error("tensor6d() requires shape to have six numbers");var n=inferShape(e);if(6!==n.length&&1!==n.length)throw new Error("tensor6d() requires values to be number[][][][] or flat/TypedArray");if(1===n.length&&null==t)throw new Error("tensor6d() requires shape to be provided when `values` are a flat array");return tensor(e,t=t||n,r)}function ones$1(e,t){if(void 0===t&&(t="float32"),"complex64"===t){var r=ones$1(e,"float32"),n=ones$1(e,"float32");return complex(r,n)}var a=makeOnesTypedArray(sizeFromShape(e),t);return Tensor.make(e,{values:a},t)}function zeros(e,t){if(void 0===t&&(t="float32"),"complex64"===t){var r=zeros(e,"float32"),n=zeros(e,"float32");return complex(r,n)}var a=makeZerosTypedArray(sizeFromShape(e),t);return Tensor.make(e,{values:a},t)}function fill(e,t,r){var n=getArrayFromDType(r=r||inferDtype(t),sizeFromShape(e));return n.fill(t),Tensor.make(e,{values:n},r)}function onesLike_(e){var t=convertToTensor(e,"x","onesLike");return ones$1(t.shape,t.dtype)}function zerosLike_(e){var t=convertToTensor(e,"x","zerosLike");return zeros(t.shape,t.dtype)}function linspace(e,t,r){if(0===r)throw new Error("Cannot request zero samples");var n=(t-e)/(r-1),a=makeZerosTypedArray(r,"float32");a[0]=e;for(var o=1;o<a.length;o++)a[o]=a[o-1]+n;return tensor1d(a,"float32")}function range(e,t,r,n){if(void 0===r&&(r=1),void 0===n&&(n="float32"),0===r)throw new Error("Cannot have a step of zero");if(e===t||e<t&&r<0||t<e&&r>1)return zeros([0],n);var a=makeZerosTypedArray(Math.abs(Math.ceil((t-e)/r)),n);t<e&&1===r&&(r=-1),a[0]=e;for(var o=1;o<a.length;o++)a[o]=a[o-1]+r;return tensor1d(a,n)}var onesLike=op({onesLike_:onesLike_}),zerosLike=op({zerosLike_:zerosLike_}),DataStorage=function(){function e(e){this.dataMover=e,this.data=new WeakMap}return e.prototype.get=function(e){return this.data.has(e)||this.dataMover.moveData(e),this.data.get(e)},e.prototype.set=function(e,t){this.data.set(e,t)},e.prototype.has=function(e){return this.data.has(e)},e.prototype.delete=function(e){return this.data.delete(e)},e}(),KernelBackend=function(){function e(){}return e.prototype.time=function(e){throw new Error("Not yet implemented.")},e.prototype.read=function(e){throw new Error("Not yet implemented.")},e.prototype.readSync=function(e){throw new Error("Not yet implemented.")},e.prototype.disposeData=function(e){throw new Error("Not yet implemented.")},e.prototype.write=function(e,t){throw new Error("Not yet implemented.")},e.prototype.fromPixels=function(e,t){throw new Error("Not yet implemented.")},e.prototype.register=function(e,t,r){throw new Error("Not yet implemented.")},e.prototype.memory=function(){throw new Error("Not yet implemented.")},e.prototype.floatPrecision=function(){throw new Error("Not yet implemented")},e.prototype.batchMatMul=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.slice=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.stridedSlice=function(e,t,r,n,a,o,i,s,u){throw new Error("Not yet implemented")},e.prototype.reverse=function(e,t){throw new Error("Not yet implemented")},e.prototype.concat=function(e,t){throw new Error("Not yet implemented")},e.prototype.neg=function(e){throw new Error("Not yet implemented")},e.prototype.add=function(e,t){throw new Error("Not yet implemented")},e.prototype.addN=function(e){throw new Error("Not yet implemented")},e.prototype.subtract=function(e,t){throw new Error("Not yet implemented")},e.prototype.multiply=function(e,t){throw new Error("Not yet implemented")},e.prototype.realDivide=function(e,t){throw new Error("Not yet implemented")},e.prototype.floorDiv=function(e,t){throw new Error("Not yet implemented")},e.prototype.sum=function(e,t){throw new Error("Not yet implemented")},e.prototype.prod=function(e,t){throw new Error("Not yet implemented")},e.prototype.unsortedSegmentSum=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.argMin=function(e,t){throw new Error("Not yet implemented")},e.prototype.argMax=function(e,t){throw new Error("Not yet implemented")},e.prototype.equal=function(e,t){throw new Error("Not yet implemented")},e.prototype.notEqual=function(e,t){throw new Error("Not yet implemented")},e.prototype.less=function(e,t){throw new Error("Not yet implemented")},e.prototype.lessEqual=function(e,t){throw new Error("Not yet implemented")},e.prototype.greater=function(e,t){throw new Error("Not yet implemented")},e.prototype.greaterEqual=function(e,t){throw new Error("Not yet implemented")},e.prototype.logicalNot=function(e){throw new Error("Not yet implemented")},e.prototype.logicalAnd=function(e,t){throw new Error("Not yet implemented")},e.prototype.logicalOr=function(e,t){throw new Error("Not yet implemented")},e.prototype.where=function(e){throw new Error("Not yet implemented")},e.prototype.select=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.topk=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.min=function(e,t){throw new Error("Not yet implemented")},e.prototype.minimum=function(e,t){throw new Error("Not yet implemented")},e.prototype.mod=function(e,t){throw new Error("Not yet implemented")},e.prototype.max=function(e,t){throw new Error("Not yet implemented")},e.prototype.maximum=function(e,t){throw new Error("Not yet implemented")},e.prototype.all=function(e,t){throw new Error("Not yet implemented")},e.prototype.any=function(e,t){throw new Error("Not yet implemented")},e.prototype.squaredDifference=function(e,t){throw new Error("Not yet implemented")},e.prototype.ceil=function(e){throw new Error("Not yet implemented")},e.prototype.floor=function(e){throw new Error("Not yet implemented")},e.prototype.round=function(e){throw new Error("Not yet implemented")},e.prototype.sign=function(e){throw new Error("Not yet implemented")},e.prototype.pow=function(e,t){throw new Error("Not yet implemented")},e.prototype.exp=function(e){throw new Error("Not yet implemented")},e.prototype.expm1=function(e){throw new Error("Not yet implemented")},e.prototype.log=function(e){throw new Error("Not yet implemented")},e.prototype.log1p=function(e){throw new Error("Not yet implemented")},e.prototype.sqrt=function(e){throw new Error("Not yet implemented")},e.prototype.rsqrt=function(e){throw new Error("Not yet implemented")},e.prototype.square=function(e){throw new Error("Not yet implemented")},e.prototype.reciprocal=function(e){throw new Error("Not yet implemented")},e.prototype.relu=function(e){throw new Error("Not yet implemented")},e.prototype.elu=function(e){throw new Error("Not yet implemented")},e.prototype.eluDer=function(e,t){throw new Error("Not yet implemented")},e.prototype.selu=function(e){throw new Error("Not yet implemented")},e.prototype.int=function(e){throw new Error("Not yet implemented")},e.prototype.clip=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.abs=function(e){throw new Error("Not yet implemented")},e.prototype.complexAbs=function(e){throw new Error("Not yet implemented")},e.prototype.sigmoid=function(e){throw new Error("Not yet implemented")},e.prototype.softplus=function(e){throw new Error("Not yet implemented")},e.prototype.sin=function(e){throw new Error("Not yet implemented")},e.prototype.cos=function(e){throw new Error("Not yet implemented")},e.prototype.tan=function(e){throw new Error("Not yet implemented")},e.prototype.asin=function(e){throw new Error("Not yet implemented")},e.prototype.acos=function(e){throw new Error("Not yet implemented")},e.prototype.atan=function(e){throw new Error("Not yet implemented")},e.prototype.atan2=function(e,t){throw new Error("Not yet implemented")},e.prototype.sinh=function(e){throw new Error("Not yet implemented")},e.prototype.cosh=function(e){throw new Error("Not yet implemented")},e.prototype.tanh=function(e){throw new Error("Not yet implemented")},e.prototype.asinh=function(e){throw new Error("Not yet implemented")},e.prototype.acosh=function(e){throw new Error("Not yet implemented")},e.prototype.atanh=function(e){throw new Error("Not yet implemented")},e.prototype.erf=function(e){throw new Error("Not yet implemented")},e.prototype.step=function(e,t){throw new Error("Not yet implemented")},e.prototype.conv2d=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.conv2dDerInput=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.conv2dDerFilter=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.depthwiseConv2D=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.depthwiseConv2DDerInput=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.depthwiseConv2DDerFilter=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.conv3d=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.conv3dDerInput=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.conv3dDerFilter=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.maxPool=function(e,t){throw new Error("Not yet implemented")},e.prototype.maxPoolBackprop=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.avgPool=function(e,t){throw new Error("Not yet implemented")},e.prototype.avgPoolBackprop=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.reshape=function(e,t){throw new Error("Not yet implemented")},e.prototype.cast=function(e,t){throw new Error("Not yet implemented")},e.prototype.tile=function(e,t){throw new Error("Not yet implemented")},e.prototype.pad=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.transpose=function(e,t){throw new Error("Not yet implemented")},e.prototype.gather=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.gatherND=function(e,t){throw new Error("Not yet implemented")},e.prototype.scatterND=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.batchToSpaceND=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.spaceToBatchND=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.resizeBilinear=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.resizeBilinearBackprop=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.resizeNearestNeighbor=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.resizeNearestNeighborBackprop=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.batchNormalization=function(e,t,r,n,a,o){throw new Error("Not yet implemented")},e.prototype.localResponseNormalization4D=function(e,t,r,n,a){throw new Error("Not yet implemented")},e.prototype.LRNGrad=function(e,t,r,n,a,o,i){throw new Error("Not yet implemented")},e.prototype.multinomial=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.oneHot=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.cumsum=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.nonMaxSuppression=function(e,t,r,n,a){throw new Error("Not yet implemented")},e.prototype.fft=function(e){throw new Error("Not yet implemented")},e.prototype.ifft=function(e){throw new Error("Not yet implemented")},e.prototype.complex=function(e,t){throw new Error("Not yet implemented")},e.prototype.real=function(e){throw new Error("Not yet implemented")},e.prototype.imag=function(e){throw new Error("Not yet implemented")},e.prototype.cropAndResize=function(e,t,r,n,a,o){throw new Error("Not yet implemented")},e.prototype.depthToSpace=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.split=function(e,t,r){throw new Error("Not yet implemented")},e.prototype.sparseToDense=function(e,t,r,n){throw new Error("Not yet implemented")},e.prototype.setDataMover=function(e){throw new Error("Not yet implemented")},e.prototype.dispose=function(){throw new Error("Not yet implemented")},e}();function castTensor(e,t,r){if("complex64"===t){if("complex64"===e.dtype)return e.clone();var n=zeros(e.shape),a=e.toFloat(),o=r.complex(a,n);return n.dispose(),a.dispose(),o}if(!hasEncodingLoss(e.dtype,t))return Tensor.make(e.shape,{dataId:e.dataId},t);if("complex64"===e.dtype){var i=r.real(e);return o=i.cast(t),i.dispose(),o}if("int32"===t)return r.int(e);if("bool"===t){var s=scalar(0,e.dtype);return o=r.notEqual(e,s),s.dispose(),o}throw new Error("Error in Cast: unknown dtype argument ("+t+")")}function reshapeTensor(e,t){return Tensor.make(t,{dataId:e.dataId},e.dtype)}function mergeRealAndImagArrays(e,t){if(e.length!==t.length)throw new Error("Cannot merge real and imag arrays of different lengths. real:"+e.length+", imag: "+t.length+".");for(var r=new Float32Array(2*e.length),n=0;n<r.length;n+=2)r[n]=e[n/2],r[n+1]=t[n/2];return r}function splitRealAndImagArrays(e){for(var t=new Float32Array(e.length/2),r=new Float32Array(e.length/2),n=0;n<e.length;n+=2)t[n/2]=e[n],r[n/2]=e[n+1];return{real:t,imag:r}}function complexWithEvenIndex(e){for(var t=Math.ceil(e.length/4),r=new Float32Array(t),n=new Float32Array(t),a=0;a<e.length;a+=4)r[Math.floor(a/4)]=e[a],n[Math.floor(a/4)]=e[a+1];return{real:r,imag:n}}function complexWithOddIndex(e){for(var t=Math.floor(e.length/4),r=new Float32Array(t),n=new Float32Array(t),a=2;a<e.length;a+=4)r[Math.floor(a/4)]=e[a],n[Math.floor(a/4)]=e[a+1];return{real:r,imag:n}}function getComplexWithIndex(e,t){return{real:e[2*t],imag:e[2*t+1]}}function assignToTypedArray(e,t,r,n){e[2*n]=t,e[2*n+1]=r}function exponents(e,t){for(var r=new Float32Array(e/2),n=new Float32Array(e/2),a=0;a<Math.ceil(e/2);a++){var o=(t?2:-2)*Math.PI*(a/e);r[a]=Math.cos(o),n[a]=Math.sin(o)}return{real:r,imag:n}}function exponent(e,t,r){var n=(r?2:-2)*Math.PI*(e/t);return{real:Math.cos(n),imag:Math.sin(n)}}function nonMaxSuppressionImpl(e,t,r,n,a){for(var o=Array.from(t).map(function(e,t){return{score:e,boxIndex:t}}).filter(function(e){return e.score>a}).sort(function(e,t){return t.score-e.score}),i=[],s=0;s<o.length;s++){var u=o[s],l=u.score,p=u.boxIndex;if(l<a)break;for(var c=!1,d=i.length-1;d>=0;--d)if(intersectionOverUnion(e,p,i[d])>=n){c=!0;break}if(!c&&(i.push(p),i.length>=r))break}return tensor1d(i,"int32")}function intersectionOverUnion(e,t,r){var n=e.subarray(4*t,4*t+4),a=e.subarray(4*r,4*r+4),o=Math.min(n[0],n[2]),i=Math.min(n[1],n[3]),s=Math.max(n[0],n[2]),u=Math.max(n[1],n[3]),l=Math.min(a[0],a[2]),p=Math.min(a[1],a[3]),c=Math.max(a[0],a[2]),d=Math.max(a[1],a[3]),h=(s-o)*(u-i),f=(c-l)*(d-p);if(h<=0||f<=0)return 0;var m=Math.max(o,l),g=Math.max(i,p),y=Math.min(s,c),v=Math.min(u,d),x=Math.max(y-m,0)*Math.max(v-g,0);return x/(h+f-x)}function split(e,t,r){var n=Array(e.rank).fill(0),a=e.shape.slice();return t.map(function(t){a[r]=t;var o=e.slice(n,a);return n[r]+=t,o})}function topkImpl(e,t,r,n,a){for(var o=t[t.length-1],i=[e.length/o,o],s=i[0],u=i[1],l=getTypedArrayFromDType(r,s*n),p=getTypedArrayFromDType("int32",s*n),c=0;c<s;c++){for(var d=c*u,h=e.subarray(d,d+u),f=[],m=0;m<h.length;m++)f.push({value:h[m],index:m});f.sort(function(e,t){return t.value-e.value});var g=c*n,y=l.subarray(g,g+n),v=p.subarray(g,g+n);for(m=0;m<n;m++)y[m]=f[m].value,v[m]=f[m].index}var x=t.slice();return x[x.length-1]=n,[tensor(l,x,r),tensor(p,x,"int32")]}var ArgMinMaxProgram=function(e,t,r){this.variableNames=["A"];var n=e.windowSize,a=e.batchSize,o=e.inSize,i=Math.ceil(o/n);r||this.variableNames.push("bestIndicesA"),this.outputShape=[a,i];var s="max"===t?">":"<",u=r?"inOffset + i;":"round(getBestIndicesA(batch, inOffset + i));";this.userCode="\n      void main() {\n        ivec2 coords = getOutputCoords();\n        int batch = coords[0];\n        int outIdx = coords[1];\n        int inOffset = outIdx * "+n+";\n\n        int bestIndex = inOffset;\n        float bestValue = getA(batch, bestIndex);\n\n        for (int i = 0; i < "+n+"; i++) {\n          int inIdx = "+u+";\n          float candidate = getA(batch, inIdx);\n          if (candidate "+s+" bestValue) {\n            bestValue = candidate;\n            bestIndex = inIdx;\n          }\n        }\n        setOutput(float(bestIndex));\n      }\n    "},AvgPool2DBackpropProgram=function(e){this.variableNames=["dy"],this.outputShape=e.inShape;var t=e.filterHeight,r=e.filterWidth,n=e.strideHeight,a=e.strideWidth,o=e.dilationHeight,i=e.dilationWidth,s=e.effectiveFilterHeight,u=e.effectiveFilterWidth,l=s-1-e.padInfo.top,p=u-1-e.padInfo.left,c=1/(t*r);this.userCode="\n      const ivec2 pads = ivec2("+l+", "+p+");\n      const float avgMultiplier = float("+c+");\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int d = coords[3];\n\n        ivec2 dyRCCorner = coords.yz - pads;\n        int dyRCorner = dyRCCorner.x;\n        int dyCCorner = dyRCCorner.y;\n\n        // Convolve dy(?, ?, d) with pos mask(:, :, d) to get dx(xR, xC, d).\n        // ? = to be determined. : = across all values in that axis.\n        float dotProd = 0.0;\n        for (int wR = 0; wR < "+s+";\n            wR += "+o+") {\n          float dyR = float(dyRCorner + wR) / "+n+".0;\n\n          if (dyR < 0.0 || dyR >= "+e.outHeight+".0 || fract(dyR) > 0.0) {\n            continue;\n          }\n          int idyR = int(dyR);\n\n          for (int wC = 0; wC < "+u+";\n            wC+= "+i+") {\n            float dyC = float(dyCCorner + wC) / "+a+".0;\n\n            if (dyC < 0.0 || dyC >= "+e.outWidth+".0 ||\n                fract(dyC) > 0.0) {\n              continue;\n            }\n            int idyC = int(dyC);\n\n            float dyValue = getDy(b, idyR, idyC, d);\n\n            dotProd += dyValue * avgMultiplier;\n          }\n        }\n        setOutput(dotProd);\n      }\n    "};function getBroadcastDims(e,t){for(var r=e.length,n=[],a=0;a<r;a++){var o=r-1-a,i=e[o]||1;(t[t.length-1-a]||1)>1&&1===i&&n.unshift(o)}return n}function getReductionAxes(e,t){for(var r=[],n=0;n<t.length;n++){var a=e[e.length-n-1],o=t.length-n-1,i=t[o];(null==a||1===a&&i>1)&&r.unshift(o)}return r}function broadcastDimsAreOuter(e){for(var t=0;t<e.length;t++)if(e[t]!==t)return!1;return!0}function assertAndGetBroadcastShape(e,t){for(var r=[],n=Math.max(e.length,t.length),a=0;a<n;a++){var o=e[e.length-a-1];null==o&&(o=1);var i=t[t.length-a-1];if(null==i&&(i=1),1===o)r.unshift(i);else if(1===i)r.unshift(o);else{if(o!==i)throw Error("Operands could not be broadcast together with shapes "+e+" and "+t+".");r.unshift(o)}}return r}var BatchNormProgram=function(e,t,r,n,a,o){this.outputShape=[],this.supportsBroadcasting=!0,this.variableNames=["x","mean","variance"],assertAndGetBroadcastShape(e,t),assertAndGetBroadcastShape(e,r);var i="0.0";null!=n&&(assertAndGetBroadcastShape(e,n),this.variableNames.push("offset"),i="getOffsetAtOutCoords()");var s="1.0";null!=a&&(assertAndGetBroadcastShape(e,a),this.variableNames.push("scale"),s="getScaleAtOutCoords()"),this.outputShape=e,this.userCode="\n      void main() {\n        float x = getXAtOutCoords();\n        float mean = getMeanAtOutCoords();\n        float variance = getVarianceAtOutCoords();\n        float offset = "+i+";\n        float scale = "+s+";\n        float inv = scale * inversesqrt(variance + float("+o+"));\n        setOutput(dot(vec3(x, -mean, offset), vec3(inv, inv, 1)));\n      }\n    "},BatchNormPackedProgram=function(e,t,r,n,a,o){this.supportsBroadcasting=!0,this.usesPackedTextures=!0,this.variableNames=["x","mean","variance"],assertAndGetBroadcastShape(e,t),assertAndGetBroadcastShape(e,r);var i="vec4(0.0)";null!=n&&(assertAndGetBroadcastShape(e,n),this.variableNames.push("offset"),i="getOffsetAtOutCoords()");var s="vec4(1.0)";null!=a&&(assertAndGetBroadcastShape(e,a),this.variableNames.push("scale"),s="getScaleAtOutCoords()"),this.outputShape=e,this.userCode="\n      void main() {\n        vec4 offset = "+i+";\n        vec4 scale = "+s+";\n\n        vec4 x = getXAtOutCoords();\n        vec4 mean = getMeanAtOutCoords();\n        vec4 variance = getVarianceAtOutCoords();\n\n        vec4 inv = scale * inversesqrt(variance + vec4("+o+"));\n\n        setOutput((x - mean) * inv + offset);\n      }\n    "},COMPLEX_MULTIPLY={REAL:"return areal * breal - aimag * bimag;",IMAG:"return areal * bimag + aimag * breal;"},BinaryOpComplexProgram=function(e,t,r){this.variableNames=["AReal","AImag","BReal","BImag"],this.supportsBroadcasting=!0,this.outputShape=assertAndGetBroadcastShape(t,r),this.userCode="\n      float binaryOpComplex(\n          float areal, float aimag, float breal, float bimag) {\n        "+e+"\n      }\n\n      void main() {\n        float areal = getARealAtOutCoords();\n        float aimag = getAImagAtOutCoords();\n        float breal = getBRealAtOutCoords();\n        float bimag = getBImagAtOutCoords();\n        setOutput(binaryOpComplex(areal, aimag, breal, bimag));\n      }\n    "},CHECK_NAN_SNIPPET="\n  if (isNaN(a)) return a;\n  if (isNaN(b)) return b;\n",ADD="return a + b;",SUB="return a - b;",MUL="return a * b;",DIV="if (a == b) return 1.0;\n  return a / b;",INT_DIV="\n  float resultSign = sign(a) * sign(b);\n  int ia = round(a);\n  int ib = round(b);\n  int result = ia / ib;\n  int amodb = ia - ib * result;\n\n  if (resultSign < 0.0 && amodb != 0) {\n    result -= 1;\n  }\n  return float(result);\n",POW="\nif(a < 0.0 && floor(b) < b){\n  return NAN;\n}\nreturn (round(mod(b, 2.0)) == 0 || round(mod(b, 2.0)) == 2) ?\n    pow(abs(a), b) : sign(a) * pow(abs(a), b);\n",SQUARED_DIFFERENCE="return (a - b) * (a - b);",EQUAL="return float(a == b);",NOT_EQUAL="return float(a != b);",LESS="return float(a < b);",LESS_EQUAL="return float(a <= b);",GREATER="return float(a > b);",GREATER_EQUAL="return float(a >= b);",LOGICAL_AND="return float(a >= 1.0 && b >= 1.0);",LOGICAL_OR="return float(a >= 1.0 || b >= 1.0);",MAX=CHECK_NAN_SNIPPET+"\n  return max(a, b);\n",MIN=CHECK_NAN_SNIPPET+"\n  return min(a, b);\n",MOD="if (b == 0.0) return NAN;\n  return mod(a, b);",ATAN2=CHECK_NAN_SNIPPET+"\n  return atan(a, b);\n",ELU_DER="return (b >= 1.0) ? a : a * (b + 1.0);",BinaryOpProgram=function(){function e(e,t,r){this.variableNames=["A","B"],this.supportsBroadcasting=!0,this.outputShape=assertAndGetBroadcastShape(t,r),this.userCode="\n      uniform float NAN;\n      float binaryOperation(float a, float b) {\n        "+e+"\n      }\n\n      void main() {\n        float a = getAAtOutCoords();\n        float b = getBAtOutCoords();\n        setOutput(binaryOperation(a, b));\n      }\n    "}return e.prototype.getCustomSetupFunc=function(){var e=this;return function(t,r){null==e.startLoc&&(e.startLoc=t.getUniformLocationNoThrow(r,"NAN"),null==e.startLoc)||t.gl.uniform1f(e.startLoc,NaN)}},e}(),ClipProgram=function(e,t,r){this.variableNames=["A"],this.outputShape=e,this.userCode="\n      void main() {\n        float value = getAAtOutCoords();\n        if (isNaN(value)) {\n          setOutput(value);\n          return;\n        }\n\n        setOutput(clamp(value, float("+t+"), float("+r+")));\n      }\n    "},ClipPackedProgram=function(e,t,r){this.variableNames=["A"],this.usesPackedTextures=!0,this.outputShape=e,this.userCode="\n      void main() {\n        vec4 value = getAAtOutCoords();\n\n        if (hasNaN(value)) {\n          setOutput(value);\n          return;\n        }\n\n        setOutput(clamp(value, vec4("+t+"), vec4("+r+")));\n      }\n    "},ComplexAbsProgram=function(e){this.variableNames=["real","imag"],this.outputShape=e,this.userCode="\n      void main() {\n        float re = abs(getRealAtOutCoords());\n        float im = abs(getImagAtOutCoords());\n        float mx = max(re, im);\n\n        // sadly the length function in glsl is not underflow-safe\n        // (at least not on Intel GPUs). So the safe solution is\n        // to ensure underflow-safety in all cases.\n        setOutput(\n          mx == 0.0 ? 0.0 : mx * length(vec2(1, min(re, im)/mx))\n        );\n      }\n    "},ConcatProgram=function(e,t){this.variableNames=["A","B"],this.outputShape=[],this.outputShape=computeOutShape([e,t],1),this.userCode="\n      void main() {\n        ivec2 coords = getOutputCoords();\n        int yR = coords.x;\n        int yC = coords.y;\n\n        float value = 0.0;\n        if (yC < "+e[1]+") {\n          value = getA(yR, yC);\n        } else {\n          yC -= "+e[1]+";\n          value = getB(yR, yC);\n        }\n\n        setOutput(value);\n      }\n    "},Conv2DDerFilterProgram=function(e){this.variableNames=["x","dy"],this.outputShape=e.filterShape;var t=e.strideHeight,r=e.strideWidth,n=e.padInfo.top,a=e.padInfo.left;this.userCode="\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int wR = coords.x;\n        int wC = coords.y;\n        int d1 = coords.z;\n        int d2 = coords.w;\n\n        // Convolve x(?, ?, d1) with dy(:, :, d2) to get dw(wR, wC, d1, d2).\n        // ? = to be determined. : = across all values in that axis.\n        float dotProd = 0.0;\n\n        for (int b = 0; b < "+e.batchSize+"; b++) {\n          for (int yR = 0; yR < "+e.outHeight+"; yR++) {\n            int xR = wR + yR * "+t+" - "+n+";\n\n            if (xR < 0 || xR >= "+e.inHeight+") {\n              continue;\n            }\n\n            for (int yC = 0; yC < "+e.outWidth+"; yC++) {\n              int xC = wC + yC * "+r+" - "+a+";\n\n              if (xC < 0 || xC >= "+e.inWidth+") {\n                continue;\n              }\n\n              float dyValue = getDy(b, yR, yC, d2);\n              float xValue = getX(b, xR, xC, d1);\n              dotProd += (xValue * dyValue);\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},Conv2DDerInputProgram=function(e){this.variableNames=["dy","W"],this.outputShape=e.inShape;var t=e.filterHeight,r=e.filterWidth,n=e.strideHeight,a=e.strideWidth,o=t-1-e.padInfo.top,i=r-1-e.padInfo.left;this.userCode="\n      const ivec2 pads = ivec2("+o+", "+i+");\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int batch = coords[0];\n        int d1 = coords[3];\n\n        ivec2 dyCorner = coords.yz - pads;\n        int dyRCorner = dyCorner.x;\n        int dyCCorner = dyCorner.y;\n\n        // Convolve dy(?, ?, d2) with w(:, :, d1, d2) to compute dx(xR, xC, d1).\n        // ? = to be determined. : = across all values in that axis.\n        float dotProd = 0.0;\n        for (int wR = 0; wR < "+t+"; wR++) {\n          float dyR = float(dyRCorner + wR) / "+n+".0;\n\n          if (dyR < 0.0 || dyR >= "+e.outHeight+".0 || fract(dyR) > 0.0) {\n            continue;\n          }\n          int idyR = int(dyR);\n\n          int wRPerm = "+t+" - 1 - wR;\n\n          for (int wC = 0; wC < "+r+"; wC++) {\n            float dyC = float(dyCCorner + wC) / "+a+".0;\n\n            if (dyC < 0.0 || dyC >= "+e.outWidth+".0 ||\n                fract(dyC) > 0.0) {\n              continue;\n            }\n            int idyC = int(dyC);\n\n            int wCPerm = "+r+" - 1 - wC;\n\n            for (int d2 = 0; d2 < "+e.outChannels+"; d2++) {\n              float xValue = getDy(batch, idyR, idyC, d2);\n              float wValue = getW(wRPerm, wCPerm, d1, d2);\n              dotProd += xValue * wValue;\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},Conv3DDerFilterProgram=function(e){this.variableNames=["x","dy"],this.outputShape=e.filterShape;var t=e.strideDepth,r=e.strideHeight,n=e.strideWidth,a=e.padInfo.front,o=e.padInfo.top,i=e.padInfo.left;this.userCode="\n      void main() {\n        ivec5 coords = getOutputCoords();\n        int wF = coords.x;\n        int wR = coords.y;\n        int wC = coords.z;\n        int d1 = coords.w;\n        int d2 = coords.u;\n\n        float dotProd = 0.0;\n\n        for (int b = 0; b < "+e.batchSize+"; b++) {\n          for (int yF = 0; yF < "+e.outDepth+"; yF++) {\n            int xF = wF + yF * "+t+" - "+a+";\n\n            if (xF < 0 || xF >= "+e.inDepth+") {\n              continue;\n            }\n\n            for (int yR = 0; yR < "+e.outHeight+"; yR++) {\n              int xR = wR + yR * "+r+" - "+o+";\n\n              if (xR < 0 || xR >= "+e.inHeight+") {\n                continue;\n              }\n\n              for (int yC = 0; yC < "+e.outWidth+"; yC++) {\n                int xC = wC + yC * "+n+" - "+i+";\n\n                if (xC < 0 || xC >= "+e.inWidth+") {\n                  continue;\n                }\n\n                float dyValue = getDy(b, yF, yR, yC, d2);\n                float xValue = getX(b, xF, xR, xC, d1);\n                dotProd += (xValue * dyValue);\n              }\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},Conv3DDerInputProgram=function(e){this.variableNames=["dy","W"],this.outputShape=e.inShape;var t=e.filterDepth,r=e.filterHeight,n=e.filterWidth,a=e.strideDepth,o=e.strideHeight,i=e.strideWidth,s=t-1-e.padInfo.front,u=r-1-e.padInfo.top,l=n-1-e.padInfo.left;this.userCode="\n      const ivec3 pads = ivec3("+s+", "+u+", "+l+");\n\n      void main() {\n        ivec5 coords = getOutputCoords();\n        int batch = coords.x;\n        int d1 = coords.u;\n\n\n        ivec3 dyCorner = ivec3(coords.y, coords.z, coords.w) - pads;\n        int dyFCorner = dyCorner.x;\n        int dyRCorner = dyCorner.y;\n        int dyCCorner = dyCorner.z;\n\n        float dotProd = 0.0;\n        for (int wF = 0; wF < "+t+"; wF++) {\n          float dyF = float(dyFCorner + wF) / "+a+".0;\n\n          if (dyF < 0.0 || dyF >= "+e.outDepth+".0 || fract(dyF) > 0.0) {\n            continue;\n          }\n          int idyF = int(dyF);\n\n          int wFPerm = "+t+" - 1 - wF;\n\n          for (int wR = 0; wR < "+r+"; wR++) {\n            float dyR = float(dyRCorner + wR) / "+o+".0;\n\n            if (dyR < 0.0 || dyR >= "+e.outHeight+".0 ||\n              fract(dyR) > 0.0) {\n              continue;\n            }\n            int idyR = int(dyR);\n\n            int wRPerm = "+r+" - 1 - wR;\n\n            for (int wC = 0; wC < "+n+"; wC++) {\n              float dyC = float(dyCCorner + wC) / "+i+".0;\n\n              if (dyC < 0.0 || dyC >= "+e.outWidth+".0 ||\n                  fract(dyC) > 0.0) {\n                continue;\n              }\n              int idyC = int(dyC);\n\n              int wCPerm = "+n+" - 1 - wC;\n\n              for (int d2 = 0; d2 < "+e.outChannels+"; d2++) {\n                float xValue = getDy(batch, idyF, idyR, idyC, d2);\n                float wValue = getW(wFPerm, wRPerm, wCPerm, d1, d2);\n                dotProd += xValue * wValue;\n              }\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},DepthwiseConv2DDerFilterProgram=function(e){this.variableNames=["x","dy"],this.outputShape=e.filterShape;var t=e.strideHeight,r=e.strideWidth,n=e.padInfo.top,a=e.padInfo.left,o=e.outChannels/e.inChannels;this.userCode="\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int wR = coords.x;\n        int wC = coords.y;\n        int d1 = coords.z;\n        int dm = coords.w;\n        int d2 = d1 * "+o+" + dm;\n\n        float dotProd = 0.0;\n\n        // TODO: Vec4 over the batch size\n        for (int b = 0; b < "+e.batchSize+"; b++) {\n          for (int yR = 0; yR < "+e.outHeight+"; yR++) {\n            int xR = wR + yR * "+t+" - "+n+";\n\n            if (xR < 0 || xR >= "+e.inHeight+") {\n              continue;\n            }\n\n            for (int yC = 0; yC < "+e.outWidth+"; yC++) {\n              int xC = wC + yC * "+r+" - "+a+";\n\n              if (xC < 0 || xC >= "+e.inWidth+") {\n                continue;\n              }\n\n              float dyValue = getDy(b, yR, yC, d2);\n              float xValue = getX(b, xR, xC, d1);\n              dotProd += (xValue * dyValue);\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},DepthwiseConv2DDerInputProgram=function(e){this.variableNames=["dy","W"],this.outputShape=e.inShape;var t=e.filterHeight,r=e.filterWidth,n=e.strideHeight,a=e.strideWidth,o=t-1-e.padInfo.top,i=r-1-e.padInfo.left,s=e.outChannels/e.inChannels;this.userCode="\n      const ivec2 pads = ivec2("+o+", "+i+");\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int batch = coords[0];\n        int d1 = coords[3];\n        ivec2 dyCorner = coords.yz - pads;\n        int dyRCorner = dyCorner.x;\n        int dyCCorner = dyCorner.y;\n\n        float dotProd = 0.0;\n\n        for (int wR = 0; wR < "+t+"; wR++) {\n          float dyR = float(dyRCorner + wR) / "+n+".0;\n\n          if (dyR < 0.0 || dyR >= "+e.outHeight+".0 || fract(dyR) > 0.0) {\n            continue;\n          }\n          int idyR = int(dyR);\n\n          int wRPerm = "+t+" - 1 - wR;\n\n          for (int wC = 0; wC < "+r+"; wC++) {\n            float dyC = float(dyCCorner + wC) / "+a+".0;\n\n            if (dyC < 0.0 || dyC >= "+e.outWidth+".0 ||\n                fract(dyC) > 0.0) {\n              continue;\n            }\n            int idyC = int(dyC);\n\n            int wCPerm = "+r+" - 1 - wC;\n\n            // TODO: Vec4 over the channelMul\n            for (int dm = 0; dm < "+s+"; dm++) {\n              int d2 = d1 * "+s+" + dm;\n              float xValue = getDy(batch, idyR, idyC, d2);\n              float wValue = getW(wRPerm, wCPerm, d1, dm);\n              dotProd += xValue * wValue;\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},Conv2DProgram=function(e){this.variableNames=["x","W"],this.outputShape=e.outShape;var t=e.padInfo.top,r=e.padInfo.left,n=e.strideHeight,a=e.strideWidth,o=e.dilationHeight,i=e.dilationWidth,s=e.filterHeight,u=e.filterWidth,l=4*Math.floor(e.inChannels/4),p=e.inChannels%4;this.userCode="\n      const ivec2 strides = ivec2("+n+", "+a+");\n      const ivec2 pads = ivec2("+t+", "+r+");\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int batch = coords[0];\n        int d2 = coords[3];\n\n        ivec2 xRCCorner = coords.yz * strides - pads;\n        int xRCorner = xRCCorner.x;\n        int xCCorner = xRCCorner.y;\n\n        // Convolve x(?, ?, d1) with w(:, :, d1, d2) to get y(yR, yC, d2).\n        // ? = to be determined. : = across all values in that axis.\n        float dotProd = 0.0;\n        for (int wR = 0; wR < "+s+"; wR++) {\n          int xR = xRCorner + wR * "+o+";\n\n          if (xR < 0 || xR >= "+e.inHeight+") {\n            continue;\n          }\n\n          for (int wC = 0; wC < "+u+"; wC++) {\n            int xC = xCCorner + wC * "+i+";\n\n            if (xC < 0 || xC >= "+e.inWidth+") {\n              continue;\n            }\n\n            for (int d1 = 0; d1 < "+l+"; d1 += 4) {\n              vec4 xValues = vec4(\n                getX(batch, xR, xC, d1),\n                getX(batch, xR, xC, d1 + 1),\n                getX(batch, xR, xC, d1 + 2),\n                getX(batch, xR, xC, d1 + 3)\n              );\n              vec4 wValues = vec4(\n                getW(wR, wC, d1, d2),\n                getW(wR, wC, d1 + 1, d2),\n                getW(wR, wC, d1 + 2, d2),\n                getW(wR, wC, d1 + 3, d2)\n              );\n\n              dotProd += dot(xValues, wValues);\n            }\n\n            if ("+(1===p)+") {\n              dotProd +=\n                getX(batch, xR, xC, "+l+") *\n                getW(wR, wC, "+l+", d2);\n            } else if ("+(2===p)+") {\n              vec2 xValues = vec2(\n                getX(batch, xR, xC, "+l+"),\n                getX(batch, xR, xC, "+l+" + 1)\n              );\n              vec2 wValues = vec2(\n                getW(wR, wC, "+l+", d2),\n                getW(wR, wC, "+l+" + 1, d2)\n              );\n              dotProd += dot(xValues, wValues);\n            } else if ("+(3===p)+") {\n              vec3 xValues = vec3(\n                getX(batch, xR, xC, "+l+"),\n                getX(batch, xR, xC, "+l+" + 1),\n                getX(batch, xR, xC, "+l+" + 2)\n              );\n              vec3 wValues = vec3(\n                getW(wR, wC, "+l+", d2),\n                getW(wR, wC, "+l+" + 1, d2),\n                getW(wR, wC, "+l+" + 2, d2)\n              );\n              dotProd += dot(xValues, wValues);\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},Conv3DProgram=function(e){this.variableNames=["x","W"],this.outputShape=e.outShape;var t=e.padInfo.front,r=e.padInfo.top,n=e.padInfo.left,a=e.strideDepth,o=e.strideHeight,i=e.strideWidth,s=e.dilationDepth,u=e.dilationHeight,l=e.dilationWidth,p=e.filterDepth,c=e.filterHeight,d=e.filterWidth,h=4*Math.floor(e.inChannels/4),f=e.inChannels%4;this.userCode="\n      const ivec3 strides = ivec3("+a+", "+o+", "+i+");\n      const ivec3 pads = ivec3("+t+", "+r+", "+n+");\n\n      void main() {\n        ivec5 coords = getOutputCoords();\n        int batch = coords.x;\n        int d2 = coords.u;\n\n        ivec3 xFRCCorner = ivec3(coords.y, coords.z, coords.w) * strides - pads;\n        int xFCorner = xFRCCorner.x;\n        int xRCorner = xFRCCorner.y;\n        int xCCorner = xFRCCorner.z;\n\n        // Convolve x(?, ?, ?, d1) with w(:, :, :, d1, d2) to get\n        // y(yF, yR, yC, d2). ? = to be determined. : = across all\n        // values in that axis.\n        float dotProd = 0.0;\n        for (int wF = 0; wF < "+p+"; wF++) {\n          int xF = xFCorner + wF * "+s+";\n\n          if (xF < 0 || xF >= "+e.inDepth+") {\n            continue;\n          }\n\n          for (int wR = 0; wR < "+c+"; wR++) {\n            int xR = xRCorner + wR * "+u+";\n\n            if (xR < 0 || xR >= "+e.inHeight+") {\n              continue;\n            }\n\n            for (int wC = 0; wC < "+d+"; wC++) {\n              int xC = xCCorner + wC * "+l+";\n\n              if (xC < 0 || xC >= "+e.inWidth+") {\n                continue;\n              }\n\n              for (int d1 = 0; d1 < "+h+"; d1 += 4) {\n                vec4 xValues = vec4(\n                  getX(batch, xF, xR, xC, d1),\n                  getX(batch, xF, xR, xC, d1 + 1),\n                  getX(batch, xF, xR, xC, d1 + 2),\n                  getX(batch, xF, xR, xC, d1 + 3)\n                );\n                vec4 wValues = vec4(\n                  getW(wF, wR, wC, d1, d2),\n                  getW(wF, wR, wC, d1 + 1, d2),\n                  getW(wF, wR, wC, d1 + 2, d2),\n                  getW(wF, wR, wC, d1 + 3, d2)\n                );\n\n                dotProd += dot(xValues, wValues);\n              }\n\n              if ("+(1===f)+") {\n                dotProd +=\n                  getX(batch, xF, xR, xC, "+h+") *\n                  getW(wF, wR, wC, "+h+", d2);\n              } else if ("+(2===f)+") {\n                vec2 xValues = vec2(\n                  getX(batch, xF, xR, xC, "+h+"),\n                  getX(batch, xF, xR, xC, "+h+" + 1)\n                );\n                vec2 wValues = vec2(\n                  getW(wF, wR, wC, "+h+", d2),\n                  getW(wF, wR, wC, "+h+" + 1, d2)\n                );\n                dotProd += dot(xValues, wValues);\n              } else if ("+(3===f)+") {\n                vec3 xValues = vec3(\n                  getX(batch, xF, xR, xC, "+h+"),\n                  getX(batch, xF, xR, xC, "+h+" + 1),\n                  getX(batch, xF, xR, xC, "+h+" + 2)\n                );\n                vec3 wValues = vec3(\n                  getW(wF, wR, wC, "+h+", d2),\n                  getW(wF, wR, wC, "+h+" + 1, d2),\n                  getW(wF, wR, wC, "+h+" + 2, d2)\n                );\n                dotProd += dot(xValues, wValues);\n              }\n            }\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},DepthwiseConv2DProgram=function(e){this.variableNames=["x","W"],this.outputShape=e.outShape;var t=e.inHeight,r=e.inWidth,n=e.padInfo.top,a=e.padInfo.left,o=e.strideHeight,i=e.strideWidth,s=e.dilationHeight,u=e.dilationWidth,l=e.filterHeight,p=e.filterWidth,c=e.outChannels/e.inChannels;this.userCode="\n      const ivec2 strides = ivec2("+o+", "+i+");\n      const ivec2 pads = ivec2("+n+", "+a+");\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int batch = coords.x;\n        ivec2 xRCCorner = coords.yz * strides - pads;\n        int d2 = coords.w;\n        int d1 = d2 / "+c+";\n        int q = d2 - d1 * "+c+";\n\n        int xRCorner = xRCCorner.x;\n        int xCCorner = xRCCorner.y;\n\n        // Convolve x(?, ?, d1) with w(:, :, d1, q) to get y(yR, yC, d2).\n        // ? = to be determined. : = across all values in that axis.\n        float dotProd = 0.0;\n        // TODO(dsmilkov): Flatten the two for loops and vec4 the operations.\n        for (int wR = 0; wR < "+l+"; wR++) {\n          int xR = xRCorner + wR * "+s+";\n\n          if (xR < 0 || xR >= "+t+") {\n            continue;\n          }\n\n          for (int wC = 0; wC < "+p+"; wC++) {\n            int xC = xCCorner + wC * "+u+";\n\n            if (xC < 0 || xC >= "+r+") {\n              continue;\n            }\n\n            float xVal = getX(batch, xR, xC, d1);\n            float wVal = getW(wR, wC, d1, q);\n            dotProd += xVal * wVal;\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},DepthwiseConvPacked2DProgram=function(e){this.variableNames=["x","W"],this.usesPackedTextures=!0,this.outputShape=e.outShape;for(var t=e.inHeight,r=e.inWidth,n=e.padInfo.top,a=e.padInfo.left,o=e.strideHeight,i=e.strideWidth,s=e.filterHeight,u=e.filterWidth,l=Math.ceil((u+1)/2),p="int xR; int xC;",c=0;c<s;c++){for(var d=-a;d<2*l;d++)p+="vec4 "+xTexelName(c,d)+" = vec4(0.);";for(d=0;d<u;d++)p+="\n          vec4 wR"+c+"C"+d+" = vec4(0.);\n          vec4 xR"+c+"C"+d+" = vec4(0.);"}for(c=0;c<s;c++)for(d=0;d<l;d++){var h=2*d,f=2*d+a;p+="\n          xR = xRCorner + "+c+";\n          xC = xCCorner + "+f+";\n\n          if(xR >= 0 && xR < "+t+" && xC >= 0 && xC < "+r+") {\n            "+xTexelName(c,f)+" = getX(batch, xR, xC, d1);\n          }",0===a?h<u&&d===l-1&&(i>1&&(p+="\n                vec4 "+xTexelName(c,f+2)+" = vec4(0.);\n\n                if(xR >= 0 && xR < "+t+" && xC + 2 < "+r+") {\n                  "+xTexelName(c,f+2)+" = getX(batch, xR, xC + 2, d1);\n                }"),p+="\n              xR"+c+"C"+f+" = "+constructTexel(c,f,i,a)+";\n            "):0===d&&(p+="\n            if(xR >= 0 && xR < "+t+" && xC - 2 >= 0) {\n              "+xTexelName(c,f-2)+" = getX(batch, xR, xC - 2, d1);\n            }"),h>0&&(p+="xR"+c+"C"+(f-2)+" =\n            "+constructTexel(c,f-2,i,a)+";"),f-1>=0&&f-1<u&&(p+="xR"+c+"C"+(f-1)+" =\n              "+constructTexel(c,f-1,i,a)+";"),h<u&&(p+="\n            vec4 wTexel"+c+"C"+h+" = getW("+c+", "+h+", d1, q);\n            wR"+c+"C"+h+" = vec4(wTexel"+c+"C"+h+".xz, wTexel"+c+"C"+h+".xz);\n          ",h+1<u&&(p+="\n              vec4 wTexelR"+c+"C"+(h+1)+" = getW("+c+", "+(h+1)+", d1, q);\n              wR"+c+"C"+(h+1)+" =\n                vec4(wTexelR"+c+"C"+(h+1)+".xz, wTexelR"+c+"C"+(h+1)+".xz);"))}for(c=0;c<s;c++)for(d=0;d<u;d++)p+="result += xR"+c+"C"+d+" * wR"+c+"C"+d+";";this.userCode="\n      const ivec2 strides = ivec2("+o+", "+i+");\n      const ivec2 pads = ivec2("+n+", "+a+");\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int batch = coords.x;\n        ivec2 xRCCorner = coords.yz * strides - pads;\n        int d2 = coords.w;\n        int d1 = d2;\n        int q = 0;\n        int xRCorner = xRCCorner.x;\n        int xCCorner = xRCCorner.y;\n\n        vec4 result = vec4(0.);\n\n        "+p+"\n\n        setOutput(result);\n      }\n    "};function xTexelName(e,t){return"xTexelR"+e+"C"+(t<0?"minus"+Math.abs(t).toString():t)}function constructTexel(e,t,r,n){return 1===r?n%2==t%2?xTexelName(e,t):"vec4("+xTexelName(e,t-1)+".zw, "+xTexelName(e,t+1)+".xy)":n%2==t%2?"vec4("+xTexelName(e,t)+".xy, "+xTexelName(e,t+2)+".xy)":"vec4("+xTexelName(e,t-1)+".zw, "+xTexelName(e,t+1)+".zw)"}var CropAndResizeProgram=function(e,t,r,n,a){this.variableNames=["Image","Boxes","BoxInd"],this.outputShape=[];var o=e[0],i=e[1],s=e[2],u=e[3],l=t[0],p=r[0],c=r[1];this.outputShape=[l,p,c,u];var d="bilinear"===n?1:0,h=[i-1+".0",s-1+".0"],f=h[0],m=h[1],g=p>1?[""+(i-1)/(p-1),"(y2-y1) * height_ratio","y1*"+f+" + float(y)*(height_scale)"]:["0.0","0.0","0.5 * (y1+y2) * "+f],y=g[0],v=g[1],x=g[2],b=c>1?[""+(s-1)/(c-1),"(x2-x1) * width_ratio","x1*"+m+" + float(x)*(width_scale)"]:["0.0","0.0","0.5 * (x1+x2) * "+m],w=b[0],N=b[1],S=b[2];this.userCode="\n      const float height_ratio = float("+y+");\n      const float width_ratio = float("+w+");\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int y = coords[1];\n        int x = coords[2];\n        int d = coords[3];\n\n        // get box vals\n        float y1 = getBoxes(b,0);\n        float x1 = getBoxes(b,1);\n        float y2 = getBoxes(b,2);\n        float x2 = getBoxes(b,3);\n\n        // get image in batch index\n        int bInd = round(getBoxInd(b));\n        if(bInd < 0 || bInd >= "+o+") {\n          return;\n        }\n\n        float height_scale = "+v+";\n        float width_scale = "+N+";\n\n        float in_y = "+x+";\n        if( in_y < 0.0 || in_y > "+f+" ) {\n          setOutput(float("+a+"));\n          return;\n        }\n        float in_x = "+S+";\n        if( in_x < 0.0 || in_x > "+m+" ) {\n          setOutput(float("+a+"));\n          return;\n        }\n\n        vec2 sourceFracIndexRC = vec2(in_y,in_x);\n        if("+d+" == 1) {\n          // Compute the four integer indices.\n          ivec2 sourceFloorRC = ivec2(sourceFracIndexRC);\n          ivec2 sourceCeilRC = ivec2(ceil(sourceFracIndexRC));\n\n          float topLeft = getImage(b, sourceFloorRC.x, sourceFloorRC.y, d);\n          float bottomLeft = getImage(b, sourceCeilRC.x, sourceFloorRC.y, d);\n          float topRight = getImage(b, sourceFloorRC.x, sourceCeilRC.y, d);\n          float bottomRight = getImage(b, sourceCeilRC.x, sourceCeilRC.y, d);\n\n          vec2 fracRC = sourceFracIndexRC - vec2(sourceFloorRC);\n\n          float top = topLeft + (topRight - topLeft) * fracRC.y;\n          float bottom = bottomLeft + (bottomRight - bottomLeft) * fracRC.y;\n          float newValue = top + (bottom - top) * fracRC.x;\n          setOutput(newValue);\n        } else {\n          // Compute the coordinators of nearest neighbor point.\n          ivec2 sourceNearestRC = ivec2(floor(\n            sourceFracIndexRC + vec2(0.5,0.5)));\n          float newValue = getImage(b, sourceNearestRC.x, sourceNearestRC.y, d);\n          setOutput(newValue);\n        }\n      }\n    "};function getLogicalCoordinatesFromFlatIndex(e,t,r){void 0===r&&(r="index");var n=computeStrides(t);return n.map(function(t,a){return"int "+e[a]+" = "+r+" / "+t+"; "+(a===n.length-1?"int "+e[a+1]+" = "+r+" - "+e[a]+" * "+t:"index -= "+e[a]+" * "+t)+";"}).join("")}function buildVec(e){return 1===e.length?""+e[0]:"vec"+e.length+"("+e.join(",")+")"}function dotify(e,t){if(e.length!==t.length)throw new Error("Vectors to be dotted must be of the same length -got "+e.length+" and "+t.length);for(var r=[],n=Math.floor(e.length/4),a=e.length%4,o=0;o<n;o++){var i=e.slice(4*o,4*o+4),s=t.slice(4*o,4*o+4);r.push(buildVec(i)+", "+buildVec(s))}return 0!==a&&(i=e.slice(4*n),s=t.slice(4*n),1===i.length&&(i=i.map(function(e){return"float("+e+")"}),s=s.map(function(e){return"float("+e+")"})),r.push(buildVec(i)+", "+buildVec(s))),r.map(function(e,t){return"dot("+e+")"}).join("+")}function makeShader(e,t,r,n,a){var o=e.map(function(e){var t=sizeFromShape(e.shapeInfo.logicalShape);return e.shapeInfo.isUniform?"uniform float "+e.name+(t>1?"["+t+"]":"")+";":"uniform sampler2D "+e.name+";"});o=o.join("\n");var i,s,u=e.map(function(e){return getInputSamplingSnippet(e,t,n,a)}).join("\n"),l=t.texShape,p=SHADER_PREFIX;return t.isPacked?(i=getPackedOutputSamplingSnippet(t.logicalShape,l),s=FLOAT_TEXTURE_SET_RGBA_SNIPPET):(i=getOutputSamplingSnippet(t.logicalShape,l),s=FLOAT_TEXTURE_SET_R_SNIPPET),a&&(p+=SHADER_PACKED_PREFIX),[p,FLOAT_TEXTURE_SAMPLE_SNIPPET,s,o,i,u,r].join("\n")}function getSamplerFromInInfo(e){var t=e.shapeInfo.logicalShape;switch(t.length){case 0:return getSamplerScalar(e);case 1:return getSampler1D(e);case 2:return getSampler2D(e);case 3:return getSampler3D(e);case 4:return getSampler4D(e);case 5:return getSampler5D(e);case 6:return getSampler6D(e);default:throw new Error(t.length+"-D input sampling is not yet supported")}}function getPackedSamplerFromInInfo(e){var t=e.shapeInfo.logicalShape;switch(t.length){case 0:return getPackedSamplerScalar(e);case 1:return getPackedSampler1D(e);case 2:return getPackedSampler2D(e);case 3:return getPackedSampler3D(e);case 4:return getPackedSampler4D(e);default:throw new Error("Packed "+t.length+"-D input sampling is not yet supported")}}function getInputSamplingSnippet(e,t,r,n){void 0===n&&(n=!1);var a=getSamplerFlat(e);return a+=n?getPackedSamplerFromInInfo(e):getSamplerFromInInfo(e),(r||arraysEqual(e.shapeInfo.logicalShape,t.logicalShape))&&(a+=n?getPackedSamplerAtOutputCoords(e,t,r):getSamplerAtOutputCoords(e,t,r)),a}function getPackedOutputSamplingSnippet(e,t){switch(e.length){case 0:return getOutputScalarCoords();case 1:return getOutputPacked1DCoords(e,t);case 2:return getOutputPacked2DCoords(e,t);case 3:return getOutputPacked3DCoords(e,t);case 4:return getOutputPacked4DCoords(e,t);default:throw new Error(e.length+"-D packed output coordinate fetching is not yet supported")}}function getOutputSamplingSnippet(e,t){switch(e.length){case 0:return getOutputScalarCoords();case 1:return getOutput1DCoords(e,t);case 2:return getOutput2DCoords(e,t);case 3:return getOutput3DCoords(e,t);case 4:return getOutput4DCoords(e,t);case 5:return getOutput5DCoords(e,t);case 6:return getOutput6DCoords(e,t);default:throw new Error(e.length+"-D output sampling is not yet supported")}}var SAMPLE_1D_SNIPPET="\nvec2 UVfrom1D(int texNumR, int texNumC, int index) {\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\nvec2 packedUVfrom1D(int texNumR, int texNumC, int index) {\n  int texelIndex = index / 2;\n  int texR = texelIndex / texNumC;\n  int texC = texelIndex - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\n",SAMPLE_2D_SNIPPET="\nvec2 UVfrom2D(int texNumR, int texNumC, int numC, int row, int col) {\n  int index = row * numC + col;\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\nvec2 packedUVfrom2D(int texelsInLogicalRow, int texNumR,\n  int texNumC, int row, int col) {\n  int texelIndex = (row / 2) * texelsInLogicalRow + (col / 2);\n  int texR = texelIndex / texNumC;\n  int texC = texelIndex - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\n",SAMPLE_3D_SNIPPET="\nvec2 UVfrom3D(int texNumR, int texNumC, int stride0,\n    int stride1, int row, int col, int depth) {\n  // Explicitly use integer operations as dot() only works on floats.\n  int index = row * stride0 + col * stride1 + depth;\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\nvec2 packedUVfrom3D(int texNumR, int texNumC,\n    int texelsInBatch, int texelsInLogicalRow, int b,\n    int row, int col) {\n  int index = b * texelsInBatch + (row / 2) * texelsInLogicalRow + (col / 2);\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\n",SAMPLE_4D_SNIPPET="\nvec2 UVfrom4D(int texNumR, int texNumC, int stride0,\n    int stride1, int stride2, int row, int col, int depth,\n    int depth2) {\n  // Explicitly use integer operations as dot() only works on floats.\n  int index = row * stride0 + col * stride1 + depth * stride2 + depth2;\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\nvec2 packedUVfrom4D(int texNumR, int texNumC, int texelsInBatch2,\n    int texelsInBatch, int texelsInLogicalRow, int b2, int b,\n    int row, int col) {\n  int index = b2 * texelsInBatch2 + b * texelsInBatch +\n    (row / 2) * texelsInLogicalRow + (col / 2);\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\n",SAMPLE_5D_SNIPPET="\nvec2 UVfrom5D(int texNumR, int texNumC, int stride0,\n    int stride1, int stride2, int stride3, int row, int col, int depth,\n    int depth2, int depth3) {\n  // Explicitly use integer operations as dot() only works on floats.\n  int index = row * stride0 + col * stride1 +\n              depth * stride2 + depth2 * stride3 + depth3;\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\n",SAMPLE_6D_SNIPPET="\nvec2 UVfrom6D(int texNumR, int texNumC, int stride0,\n    int stride1, int stride2, int stride3, int stride4,\n    int row, int col, int depth, int depth2, int depth3, int depth4) {\n  // Explicitly use integer operations as dot() only works on floats.\n  int index = row * stride0 + col * stride1 + depth * stride2 + depth2 *\n    stride3 + depth3 * stride4 + depth4;\n  int texR = index / texNumC;\n  int texC = index - texR * texNumC;\n  return (vec2(texC, texR) + halfCR) / vec2(texNumC, texNumR);\n}\n",FLOAT_TEXTURE_SAMPLE_SNIPPET="\n  float sampleTexture(sampler2D textureSampler, vec2 uv) {\n    return texture2D(textureSampler, uv).r;\n  }\n",FLOAT_TEXTURE_SET_R_SNIPPET="\n  void setOutput(float val) {\n    gl_FragColor = vec4(val, 0, 0, 0);\n  }\n",FLOAT_TEXTURE_SET_RGBA_SNIPPET="\n  void setOutput(vec4 val) {\n    gl_FragColor = val;\n  }\n",NAN_CHECKS="",SHADER_PREFIX="\n  precision highp float;\n  precision highp int;\n  varying vec2 resultUV;\n  const vec2 halfCR = vec2(0.5, 0.5);\n\n  struct ivec5\n  {\n    int x;\n    int y;\n    int z;\n    int w;\n    int u;\n  };\n\n  struct ivec6\n  {\n    int x;\n    int y;\n    int z;\n    int w;\n    int u;\n    int v;\n  };\n\n  "+(NAN_CHECKS=ENV.get("PROD")?"\n    bool isNaN(float val) {\n      return false;\n    }\n\n    bool hasNaN(vec4 values) {\n      return false;\n    }\n  ":"\n    bool isNaN(float val) {\n      return (val < 1.0 || 0.0 < val || val == 0.0) ? false : true;\n    }\n\n    bool hasNaN(vec4 values) {\n      return any(bvec4(\n        isNaN(values.x),\n        isNaN(values.y),\n        isNaN(values.z),\n        isNaN(values.w)\n      ));\n    }\n  ")+"\n\n  float getNaN(vec4 values) {\n    return dot(vec4(1), values);\n  }\n\n  int round(float value) {\n    return int(floor(value + 0.5));\n  }\n\n  int imod(int x, int y) {\n    return x - y * (x / y);\n  }\n\n  //Based on the work of Dave Hoskins\n  //https://www.shadertoy.com/view/4djSRW\n  #define HASHSCALE1 443.8975\n  float random(float seed){\n    vec2 p = resultUV * seed;\n    vec3 p3  = fract(vec3(p.xyx) * HASHSCALE1);\n    p3 += dot(p3, p3.yzx + 19.19);\n    return fract((p3.x + p3.y) * p3.z);\n  }\n\n  "+SAMPLE_1D_SNIPPET+"\n  "+SAMPLE_2D_SNIPPET+"\n  "+SAMPLE_3D_SNIPPET+"\n  "+SAMPLE_4D_SNIPPET+"\n  "+SAMPLE_5D_SNIPPET+"\n  "+SAMPLE_6D_SNIPPET+"\n",SHADER_PACKED_PREFIX="\n  float getChannel(vec4 frag, vec2 innerDims) {\n    vec2 modCoord = mod(innerDims, 2.);\n    return modCoord.x == 0. ?\n      (modCoord.y == 0. ? frag.r : frag.g) :\n      (modCoord.y == 0. ? frag.b : frag.a);\n  }\n  float getChannel(vec4 frag, int dim) {\n    float modCoord = mod(float(dim), 2.);\n    return modCoord == 0. ? frag.r : frag.g;\n  }\n";function getOutputScalarCoords(){return"\n    int getOutputCoords() {\n      return 0;\n    }\n  "}function getOutputPacked1DCoords(e,t){var r=[Math.ceil(t[0]/2),Math.ceil(t[1]/2)];return 1===t[0]?"\n      int getOutputCoords() {\n        return 2 * int(resultUV.x * "+r[1]+".0);\n      }\n    ":1===t[1]?"\n      int getOutputCoords() {\n        return 2 * int(resultUV.y * "+r[0]+".0);\n      }\n    ":"\n    int getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+r[0]+", "+r[1]+"));\n      return resTexRC.x * "+r[1]+" + resTexRC.y;\n    }\n  "}function getOutput1DCoords(e,t){return 1===t[0]?"\n      int getOutputCoords() {\n        return int(resultUV.x * "+t[1]+".0);\n      }\n    ":1===t[1]?"\n      int getOutputCoords() {\n        return int(resultUV.y * "+t[0]+".0);\n      }\n    ":"\n    int getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+t[0]+", "+t[1]+"));\n      return resTexRC.x * "+t[1]+" + resTexRC.y;\n    }\n  "}function getOutputPacked3DCoords(e,t){var r=[Math.ceil(t[0]/2),Math.ceil(t[1]/2)],n=Math.ceil(e[2]/2),a=n*Math.ceil(e[1]/2);return"\n    ivec3 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+r[0]+", "+r[1]+"));\n      int index = resTexRC.x * "+r[1]+" + resTexRC.y;\n\n      int b = index / "+a+";\n      index -= b * "+a+";\n\n      int r = 2 * (index / "+n+");\n      int c = imod(index, "+n+") * 2;\n\n      return ivec3(b, r, c);\n    }\n  "}function getOutput3DCoords(e,t){var r=getLogicalCoordinatesFromFlatIndex(["r","c","d"],e);return"\n    ivec3 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+t[0]+", "+t[1]+"));\n      int index = resTexRC.x * "+t[1]+" + resTexRC.y;\n      "+r+"\n      return ivec3(r, c, d);\n    }\n  "}function getOutputPacked4DCoords(e,t){var r=[Math.ceil(t[0]/2),Math.ceil(t[1]/2)],n=Math.ceil(e[3]/2),a=n*Math.ceil(e[2]/2),o=a*e[1];return"\n    ivec4 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+r[0]+", "+r[1]+"));\n      int index = resTexRC.x * "+r[1]+" + resTexRC.y;\n\n      int b2 = index / "+o+";\n      index -= b2 * "+o+";\n\n      int b = index / "+a+";\n      index -= b * "+a+";\n\n      int r = 2 * (index / "+n+");\n      int c = imod(index, "+n+") * 2;\n\n      return ivec4(b2, b, r, c);\n    }\n  "}function getOutput4DCoords(e,t){var r=getLogicalCoordinatesFromFlatIndex(["r","c","d","d2"],e);return"\n    ivec4 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n        vec2("+t[0]+", "+t[1]+"));\n      int index = resTexRC.x * "+t[1]+" + resTexRC.y;\n      "+r+"\n      return ivec4(r, c, d, d2);\n    }\n  "}function getOutput5DCoords(e,t){var r=getLogicalCoordinatesFromFlatIndex(["r","c","d","d2","d3"],e);return"\n    ivec5 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx * vec2("+t[0]+",\n                             "+t[1]+"));\n\n      int index = resTexRC.x * "+t[1]+" + resTexRC.y;\n\n      "+r+"\n\n      ivec5 outShape = ivec5(r, c, d, d2, d3);\n      return outShape;\n    }\n  "}function getOutput6DCoords(e,t){var r=getLogicalCoordinatesFromFlatIndex(["r","c","d","d2","d3","d4"],e);return"\n    ivec6 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n        vec2("+t[0]+", "+t[1]+"));\n      int index = resTexRC.x * "+t[1]+" + resTexRC.y;\n\n      "+r+"\n\n      ivec6 result = ivec6(r, c, d, d2, d3, d4);\n      return result;\n    }\n  "}function getOutputPacked2DCoords(e,t){var r=[Math.ceil(t[0]/2),Math.ceil(t[1]/2)];if(arraysEqual(e,t))return"\n      ivec2 getOutputCoords() {\n        return 2 * ivec2(resultUV.yx * vec2("+r[0]+", "+r[1]+"));\n      }\n    ";var n=Math.ceil(e[1]/2);return"\n    ivec2 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+r[0]+", "+r[1]+"));\n\n      int index = resTexRC.x * "+r[1]+" + resTexRC.y;\n      int r = 2 * (index / "+n+");\n      int c = imod(index, "+n+") * 2;\n\n      return ivec2(r, c);\n    }\n  "}function getOutput2DCoords(e,t){return arraysEqual(e,t)?"\n      ivec2 getOutputCoords() {\n        return ivec2(resultUV.yx * vec2("+t[0]+", "+t[1]+"));\n      }\n    ":1===e[1]?"\n      ivec2 getOutputCoords() {\n        ivec2 resTexRC = ivec2(resultUV.yx *\n                               vec2("+t[0]+", "+t[1]+"));\n        int index = resTexRC.x * "+t[1]+" + resTexRC.y;\n        return ivec2(index, 0);\n      }\n    ":1===e[0]?"\n      ivec2 getOutputCoords() {\n        ivec2 resTexRC = ivec2(resultUV.yx *\n                               vec2("+t[0]+", "+t[1]+"));\n        int index = resTexRC.x * "+t[1]+" + resTexRC.y;\n        return ivec2(0, index);\n      }\n    ":"\n    ivec2 getOutputCoords() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+t[0]+", "+t[1]+"));\n      int index = resTexRC.x * "+t[1]+" + resTexRC.y;\n      int r = index / "+e[1]+";\n      int c = index - r * "+e[1]+";\n      return ivec2(r, c);\n    }\n  "}function getPackedSamplerScalar(e){var t=e.name;return"\n    vec4 get"+t.charAt(0).toUpperCase()+t.slice(1)+"() {\n      return texture2D("+t+", halfCR);\n    }\n  "}function getSamplerScalar(e){var t=e.name,r="get"+t.charAt(0).toUpperCase()+t.slice(1);return e.shapeInfo.isUniform?"float "+r+"() {return "+t+";}":"\n    float "+r+"() {\n      return sampleTexture("+t+", halfCR);\n    }\n  "}function getPackedSampler1D(e){var t=e.name,r="get"+t.charAt(0).toUpperCase()+t.slice(1),n=e.shapeInfo.texShape,a=[Math.ceil(n[0]/2),Math.ceil(n[1]/2)];return"\n    vec4 "+r+"(int index) {\n      vec2 uv = packedUVfrom1D(\n        "+a[0]+", "+a[1]+", index);\n      return texture2D("+t+", uv);\n    }\n  "}function getSampler1D(e){var t=e.name,r="get"+t.charAt(0).toUpperCase()+t.slice(1);return"\n    float "+r+"(int index) {\n      return "+r+"Flat(index);\n    }\n  "}function getPackedSampler2D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=e.shapeInfo.texShape,o=a[0],i=a[1];if(null!=a&&arraysEqual(t,a))return"\n      vec4 "+n+"(int row, int col) {\n        vec2 uv = (vec2(col, row) + halfCR) / vec2("+i+".0, "+o+".0);\n\n        return texture2D("+r+", uv);\n      }\n    ";var s=[Math.ceil(a[0]/2),Math.ceil(a[1]/2)];return"\n    vec4 "+n+"(int row, int col) {\n      vec2 uv = packedUVfrom2D("+Math.ceil(t[1]/2)+", "+s[0]+", "+s[1]+", row, col);\n      return texture2D("+r+", uv);\n    }\n  "}function getSampler2D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=e.shapeInfo.texShape;if(null!=a&&arraysEqual(t,a)){var o=a[0];return"\n    float "+n+"(int row, int col) {\n      vec2 uv = (vec2(col, row) + halfCR) / vec2("+a[1]+".0, "+o+".0);\n      return sampleTexture("+r+", uv);\n    }\n  "}var i=squeezeShape(t),s=i.newShape,u=i.keptDims,l=s;if(l.length<t.length)return"\n      "+getSamplerFromInInfo(squeezeInputInfo(e,l))+"\n      float "+n+"(int row, int col) {\n        return "+n+"("+getSqueezedParams(["row","col"],u)+");\n      }\n    ";if(e.shapeInfo.isUniform)return"\n      float "+n+"(int row, int col) {\n        float index = dot(vec2(row, col), vec2("+t[1]+", 1));\n        return "+n+"Flat(round(index));\n      }\n    ";var p=a[0],c=a[1];return 1===c?"\n    float "+n+"(int row, int col) {\n      float index = dot(vec2(row, col), vec2("+t[1]+", 1));\n      vec2 uv = vec2(0.5, (index + 0.5) / "+p+".0);\n      return sampleTexture("+r+", uv);\n    }\n  ":1===p?"\n    float "+n+"(int row, int col) {\n      float index = dot(vec2(row, col), vec2("+t[1]+", 1));\n      vec2 uv = vec2((index + 0.5) / "+c+".0, 0.5);\n      return sampleTexture("+r+", uv);\n    }\n  ":"\n  float "+n+"(int row, int col) {\n    vec2 uv = UVfrom2D("+p+", "+c+", "+t[1]+", row, col);\n    return sampleTexture("+r+", uv);\n  }\n"}function getPackedSampler3D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=e.shapeInfo.texShape,o=[Math.ceil(a[0]/2),Math.ceil(a[1]/2)];if(1===t[0])return"\n        "+getPackedSamplerFromInInfo(squeezeInputInfo(e,t.slice(1)))+"\n        vec4 "+n+"(int b, int row, int col) {\n          return "+n+"("+getSqueezedParams(["b","row","col"],[1,2])+");\n        }\n      ";var i=o[0],s=o[1],u=Math.ceil(t[2]/2);return"\n    vec4 "+n+"(int b, int row, int col) {\n      vec2 uv = packedUVfrom3D(\n        "+i+", "+s+", "+u*Math.ceil(t[1]/2)+", "+u+", b, row, col);\n      return texture2D("+r+", uv);\n    }\n  "}function getSampler3D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=t[1]*t[2],o=t[2],i=squeezeShape(t),s=i.newShape,u=i.keptDims,l=s;if(l.length<t.length)return"\n        "+getSamplerFromInInfo(squeezeInputInfo(e,l))+"\n        float "+n+"(int row, int col, int depth) {\n          return "+n+"("+getSqueezedParams(["row","col","depth"],u)+");\n        }\n      ";if(e.shapeInfo.isUniform)return"\n      float "+n+"(int row, int col, int depth) {\n        float index = dot(vec3(row, col, depth),\n                          vec3("+a+", "+o+", 1));\n        return "+n+"Flat(round(index));\n      }\n    ";var p=e.shapeInfo.texShape,c=p[0],d=p[1];return d===a?"\n        float "+n+"(int row, int col, int depth) {\n          float texR = float(row);\n          float texC = dot(vec2(col, depth), vec2("+o+", 1));\n          vec2 uv = (vec2(texC, texR) + halfCR) /\n                     vec2("+d+".0, "+c+".0);\n          return sampleTexture("+r+", uv);\n        }\n      ":d===o?"\n    float "+n+"(int row, int col, int depth) {\n      float texR = dot(vec2(row, col), vec2("+t[1]+", 1));\n      float texC = float(depth);\n      vec2 uv = (vec2(texC, texR) + halfCR) / vec2("+d+".0, "+c+".0);\n      return sampleTexture("+r+", uv);\n    }\n  ":"\n      float "+n+"(int row, int col, int depth) {\n        vec2 uv = UVfrom3D(\n            "+c+", "+d+", "+a+", "+o+", row, col, depth);\n        return sampleTexture("+r+", uv);\n      }\n  "}function getPackedSampler4D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=e.shapeInfo.texShape,o=[Math.ceil(a[0]/2),Math.ceil(a[1]/2)],i=o[0],s=o[1],u=Math.ceil(t[3]/2),l=u*Math.ceil(t[2]/2);return"\n    vec4 "+n+"(int b2, int b, int row, int col) {\n      vec2 uv = packedUVfrom4D(\n        "+i+", "+s+", "+l*t[1]+",\n        "+l+", "+u+", b2, b, row, col);\n      return texture2D("+r+", uv);\n    }\n  "}function getSampler4D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=t[3],o=t[2]*a,i=t[1]*o,s=squeezeShape(t),u=s.newShape,l=s.keptDims;if(u.length<t.length)return"\n      "+getSamplerFromInInfo(squeezeInputInfo(e,u))+"\n      float "+n+"(int row, int col, int depth, int depth2) {\n        return "+n+"("+getSqueezedParams(["row","col","depth","depth2"],l)+");\n      }\n    ";if(e.shapeInfo.isUniform)return"\n      float "+n+"(int row, int col, int depth, int depth2) {\n        float index = dot(vec4(row, col, depth, depth2),\n                          vec4("+i+", "+o+", "+a+", 1));\n        return "+n+"Flat(round(index));\n      }\n    ";var p=e.shapeInfo.texShape,c=p[0],d=p[1];return d===i?"\n      float "+n+"(int row, int col, int depth, int depth2) {\n        float texR = float(row);\n        float texC =\n            dot(vec3(col, depth, depth2), vec3("+o+", "+a+", 1));\n        vec2 uv = (vec2(texC, texR) + halfCR) /\n                   vec2("+d+".0, "+c+".0);\n        return sampleTexture("+r+", uv);\n      }\n    ":d===a?"\n      float "+n+"(int row, int col, int depth, int depth2) {\n        float texR = dot(vec3(row, col, depth),\n                         vec3("+t[1]*t[2]+", "+t[2]+", 1));\n        float texC = float(depth2);\n        vec2 uv = (vec2(texC, texR) + halfCR) /\n                  vec2("+d+".0, "+c+".0);\n        return sampleTexture("+r+", uv);\n      }\n    ":"\n    float "+n+"(int row, int col, int depth, int depth2) {\n      vec2 uv = UVfrom4D("+c+", "+d+", "+i+", "+o+",\n          "+a+", row, col, depth, depth2);\n      return sampleTexture("+r+", uv);\n    }\n  "}function getSampler5D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=t[4],o=t[3]*a,i=t[2]*o,s=t[1]*i,u=squeezeShape(t),l=u.newShape,p=u.keptDims;if(l.length<t.length)return"\n      "+getSamplerFromInInfo(squeezeInputInfo(e,l))+"\n      float "+n+"(int row, int col, int depth, int depth2, int depth3) {\n        return "+n+"("+getSqueezedParams(["row","col","depth","depth2","depth3"],p)+");\n      }\n    ";if(e.shapeInfo.isUniform)return"\n      float "+n+"(int row, int col, int depth, int depth2, int depth3) {\n        float index = dot(\n          vec4(row, col, depth, depth2),\n          vec4("+s+", "+i+", "+o+", "+a+")) +\n          depth3;\n        return "+n+"Flat(index);\n      }\n    ";var c=e.shapeInfo.texShape,d=c[0],h=c[1];return h===s?"\n      float "+n+"(int row, int col, int depth, int depth2, int depth3) {\n        int texR = row;\n        float texC = dot(\n          vec4(col, depth, depth2, depth3),\n          vec4("+i+", "+o+", "+a+", 1));\n        vec2 uv = (vec2(texC, texR) + halfCR) /\n                   vec2("+h+".0, "+d+".0);\n        return sampleTexture("+r+", uv);\n      }\n    ":h===a?"\n      float "+n+"(int row, int col, int depth, int depth2, int depth3) {\n        float texR = dot(\n          vec4(row, col, depth, depth2),\n          vec4("+t[1]*t[2]*t[3]+", "+t[2]*t[3]+",\n            "+t[3]+", 1));\n        int texC = depth3;\n        vec2 uv = (vec2(texC, texR) + halfCR) /\n                  vec2("+h+".0, "+d+".0);\n        return sampleTexture("+r+", uv);\n      }\n    ":"\n    float "+n+"(int row, int col, int depth, int depth2, int depth3) {\n      vec2 uv = UVfrom5D("+d+", "+h+", "+s+", "+i+",\n          "+o+", "+a+", row, col, depth, depth2, depth3);\n      return sampleTexture("+r+", uv);\n    }\n  "}function getSampler6D(e){var t=e.shapeInfo.logicalShape,r=e.name,n="get"+r.charAt(0).toUpperCase()+r.slice(1),a=t[5],o=t[4]*a,i=t[3]*o,s=t[2]*i,u=t[1]*s,l=squeezeShape(t),p=l.newShape,c=l.keptDims;if(p.length<t.length)return"\n      "+getSamplerFromInInfo(squeezeInputInfo(e,p))+"\n      float "+n+"(int row, int col, int depth,\n                    int depth2, int depth3, int depth4) {\n        return "+n+"("+getSqueezedParams(["row","col","depth","depth2","depth3","depth4"],c)+");\n      }\n    ";if(e.shapeInfo.isUniform)return"\n      float "+n+"(int row, int col, int depth,\n                  int depth2, int depth3, int depth4) {\n        float index = dot(\n          vec4(row, col, depth, depth2),\n          vec4("+u+", "+s+", "+i+", "+o+")) +\n          dot(\n            vec2(depth3, depth4),\n            vec2("+a+", 1));\n        return "+n+"Flat(index);\n      }\n    ";var d=e.shapeInfo.texShape,h=d[0],f=d[1];return f===u?"\n      float "+n+"(int row, int col, int depth,\n                    int depth2, int depth3, int depth4) {\n        int texR = row;\n        float texC = dot(\n          vec4(col, depth, depth2, depth3),\n          vec4("+s+", "+i+", "+o+", "+a+")) + depth4;\n        vec2 uv = (vec2(texC, texR) + halfCR) /\n                   vec2("+f+".0, "+h+".0);\n        return sampleTexture("+r+", uv);\n      }\n    ":f===a?"\n      float "+n+"(int row, int col, int depth,\n                    int depth2, int depth3, int depth4) {\n        float texR = dot(\n          vec4(row, col, depth, depth2),\n          vec4("+t[1]*t[2]*t[3]*t[4]+",\n               "+t[2]*t[3]*t[4]+",\n               "+t[3]*t[4]+",\n               "+t[4]+")) + depth3;\n        int texC = depth4;\n        vec2 uv = (vec2(texC, texR) + halfCR) /\n                  vec2("+f+".0, "+h+".0);\n        return sampleTexture("+r+", uv);\n      }\n    ":"\n    float "+n+"(int row, int col, int depth,\n                  int depth2, int depth3, int depth4) {\n      vec2 uv = UVfrom6D("+h+", "+f+", "+u+", "+s+",\n          "+i+", "+o+", "+a+"\n          ,row, col, depth, depth2, depth3, depth4);\n      return sampleTexture("+r+", uv);\n    }\n  "}function getSamplerFlat(e){var t=e.name,r="get"+t.charAt(0).toUpperCase()+t.slice(1)+"Flat",n=sizeFromShape(e.shapeInfo.logicalShape);if(e.shapeInfo.isUniform)return 1===n?"float "+r+"(int index) {return "+t+";}":"\n      float "+r+"(int index) {\n        for (int i = 0; i < "+n+"; i++) {\n          if (i == index) {\n            return "+t+"[i];\n          }\n        }\n      }\n    ";var a=e.shapeInfo.texShape,o=a[0],i=a[1];return 1===i&&1===o?"\n      float "+r+"(int index) {\n        return sampleTexture("+t+", halfCR);\n      }\n    ":1===i?"\n      float "+r+"(int index) {\n        vec2 uv = vec2(0.5, (float(index) + 0.5) / "+o+".0);\n        return sampleTexture("+t+", uv);\n      }\n    ":1===o?"\n      float "+r+"(int index) {\n        vec2 uv = vec2((float(index) + 0.5) / "+i+".0, 0.5);\n        return sampleTexture("+t+", uv);\n      }\n    ":"\n    float "+r+"(int index) {\n      vec2 uv = UVfrom1D("+o+", "+i+", index);\n      return sampleTexture("+t+", uv);\n    }\n  "}function getBroadcastOutputCoordsSampler(e,t,r,n){var a=e.shapeInfo.logicalShape.length,o=t.logicalShape.length,i="int";2===o?i="ivec2":3===o?i="ivec3":4===o&&(i="ivec4");var s=getBroadcastDims(e.shapeInfo.logicalShape,t.logicalShape),u=o-a;return"\n    float "+n+"() {\n      "+i+" coords = getOutputCoords();\n      "+(0===a?"":o<2&&s.length>=1?"coords = 0;":s.map(function(e){return"coords["+(e+u)+"] = 0;"}).join("\n"))+"\n      return get"+r+"("+(o<2&&a>0?"coords":e.shapeInfo.logicalShape.map(function(e,t){return"coords["+(t+u)+"]"}).join(", "))+");\n    }\n  "}function getPackedSamplerAtOutputCoords(e,t,r){var n=e.name,a=n.charAt(0).toUpperCase()+n.slice(1),o=e.shapeInfo.texShape,i="get"+a+"AtOutCoords",s=t.texShape,u=[Math.ceil(o[0]/2),Math.ceil(o[1]/2)],l=u[0],p=u[1],c=getBroadcastDims(e.shapeInfo.logicalShape,t.logicalShape),d=e.shapeInfo.logicalShape.length,h=t.logicalShape.length;if(c.length)throw Error("Packed broadcast sampling is not implemented yet.");if(arraysEqual(e.shapeInfo.texShape,s))return"\n      vec4 "+i+"() {\n        return texture2D("+n+", resultUV);\n      }\n    ";var f="return texture2D("+n+", uv)";return 1===d&&h>1?f="\n      vec4 sample = texture2D("+n+", uv);\n      return vec4(sample.xy, sample.xy);\n    ":0===d&&h>0&&(f=1===h?"\n        vec4 sample = texture2D("+n+", uv);\n        return vec4(sample.x, sample.x, 0., 0.);\n      ":"\n        vec4 sample = texture2D("+n+", uv);\n        return vec4(sample.x);\n      "),"\n    vec4 "+i+"() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+u[0]+", "+u[1]+"));\n      int index = resTexRC.x * "+u[1]+" + resTexRC.y;\n\n      int texR = index / "+p+";\n      int texC = index - texR * "+p+";\n      vec2 uv = (vec2(texC, texR) + halfCR) / vec2("+p+", "+l+");\n\n      "+f+";\n    }\n  "}function getSamplerAtOutputCoords(e,t,r){var n=e.name,a=n.charAt(0).toUpperCase()+n.slice(1),o="get"+a+"AtOutCoords",i=getBroadcastDims(e.shapeInfo.logicalShape,t.logicalShape),s=e.shapeInfo.logicalShape.length,u=t.logicalShape.length,l=r&&(u>s||i.length>0),p=broadcastDimsAreOuter(i),c=e.shapeInfo.isUniform;if(l&&!p)return getBroadcastOutputCoordsSampler(e,t,a,o);var d=sizeFromShape(e.shapeInfo.logicalShape),h="";l&&p&&(h="\n        int mainPart = index / "+d+";\n        index -= mainPart * "+d+";\n      ");var f=t.texShape;if(c)return 1===d?"float "+o+"() {return "+n+";}":"\n      float "+o+"() {\n        ivec2 resTexRC = ivec2(resultUV.yx *\n                              vec2("+f[0]+", "+f[1]+"));\n        int index = resTexRC.x * "+f[1]+" + resTexRC.y;\n        "+h+"\n        return get"+a+"Flat(index);\n      }\n    ";var m=e.shapeInfo.texShape;return arraysEqual(m,f)?"\n      float "+o+"() {\n        return sampleTexture("+n+", resultUV);\n      }\n    ":"\n    float "+o+"() {\n      ivec2 resTexRC = ivec2(resultUV.yx *\n                             vec2("+f[0]+", "+f[1]+"));\n      int index = resTexRC.x * "+f[1]+" + resTexRC.y;\n      "+h+"\n      int texR = index / "+m[1]+";\n      int texC = index - texR * "+m[1]+";\n      vec2 uv = (vec2(texC, texR) + halfCR) /\n                 vec2("+m[1]+".0, "+m[0]+".0);\n\n      return sampleTexture("+n+", uv);\n    }\n  "}function getCoordsDataType(e){if(e<=1)return"int";if(2===e)return"ivec2";if(3===e)return"ivec3";if(4===e)return"ivec4";if(5===e)return"ivec5";if(6===e)return"ivec6";throw Error("GPU for rank "+e+" is not yet supported")}function squeezeInputInfo(e,t){var r=JSON.parse(JSON.stringify(e));return r.shapeInfo.logicalShape=t,r}function getSqueezedParams(e,t){return t.map(function(t){return e[t]}).join(", ")}var CumSumProgram=function(e,t,r){this.variableNames=["x"],this.outputShape=e;var n=e.length,a=e[e.length-1],o=r?"<":">";this.userCode="\n      int getIndex(int i) {\n        "+(r?"return "+a+" -i - 1;":"return i;")+"\n      }\n\n      void main() {\n        "+getCoordsDataType(n)+" coords = getOutputCoords();\n        int end = "+getFinalCoord(n,"coords")+";\n        float val = 0.0;\n        for (int i = "+a+" - 1; i >= 0; i -= 1) {\n          int idx = getIndex(i);\n          if (idx "+o+" end) {\n            continue;\n          }\n          if (idx == end && "+t+") {\n            continue;\n          }\n          "+getFinalCoord(n,"coords")+" = idx;\n          val += getX("+getCoords(n,"coords")+");\n        }\n        setOutput(val);\n      }\n    "};function getCoords(e,t){if(1===e)return""+t;if(2===e)return t+".x, "+t+".y";if(3===e)return t+".x, "+t+".y, "+t+".z";if(4===e)return t+".x, "+t+".y, "+t+".z, "+t+".w";throw Error("Cumulative sum for rank "+e+" is not yet supported")}function getFinalCoord(e,t){if(1===e)return""+t;if(2===e)return t+".y";if(3===e)return t+".z";if(4===e)return t+".w";throw Error("Cumulative sum for rank "+e+" is not yet supported")}var DepthToSpaceProgram=function(){function e(e,t,r){this.variableNames=["x"],this.outputShape=[],this.outputShape=e,this.blockSize=t,this.dataFormat=r,this.userCode="\n    void main() {\n      ivec4 coords = getOutputCoords();\n      int b = coords[0];\n      int h = "+this.getHeightCoordString()+";\n      int w = "+this.getWidthCoordString()+";\n      int d = "+this.getDepthCoordString()+";\n\n      int in_h = h / "+t+";\n      int offset_h = imod(h, "+t+");\n      int in_w = w / "+t+";\n      int offset_w = imod(w, "+t+");\n      int offset_d = (offset_h * "+t+" + offset_w) *\n        "+this.getOutputDepthSize()+";\n      int in_d = d + offset_d;\n\n      float result = "+this.getInputSamplingString()+";\n      setOutput(result);\n    }\n  "}return e.prototype.getHeightCoordString=function(){return"NHWC"===this.dataFormat?"coords[1]":"coords[2]"},e.prototype.getWidthCoordString=function(){return"NHWC"===this.dataFormat?"coords[2]":"coords[3]"},e.prototype.getDepthCoordString=function(){return"NHWC"===this.dataFormat?"coords[3]":"coords[1]"},e.prototype.getOutputDepthSize=function(){return"NHWC"===this.dataFormat?this.outputShape[3]:this.outputShape[1]},e.prototype.getInputSamplingString=function(){return"NHWC"===this.dataFormat?"getX(b, in_h, in_w, in_d)":"getX(b, in_d, in_h, in_w)"},e}(),EncodeFloatProgram=function(e){this.variableNames=["A"],this.outputShape=e,this.userCode="\n      const float FLOAT_MAX = 1.70141184e38;\n      const float FLOAT_MIN = 1.17549435e-38;\n\n      lowp vec4 encode_float(highp float v) {\n        if (isNaN(v)) {\n          return vec4(255, 255, 255, 255);\n        }\n\n        highp float av = abs(v);\n\n        if(av < FLOAT_MIN) {\n          return vec4(0.0, 0.0, 0.0, 0.0);\n        } else if(v > FLOAT_MAX) {\n          return vec4(0.0, 0.0, 128.0, 127.0) / 255.0;\n        } else if(v < -FLOAT_MAX) {\n          return vec4(0.0, 0.0,  128.0, 255.0) / 255.0;\n        }\n\n        highp vec4 c = vec4(0,0,0,0);\n\n        highp float e = floor(log2(av));\n        highp float m = exp2(fract(log2(av))) - 1.0;\n\n        c[2] = floor(128.0 * m);\n        m -= c[2] / 128.0;\n        c[1] = floor(32768.0 * m);\n        m -= c[1] / 32768.0;\n        c[0] = floor(8388608.0 * m);\n\n        highp float ebias = e + 127.0;\n        c[3] = floor(ebias / 2.0);\n        ebias -= c[3] * 2.0;\n        c[2] += floor(ebias) * 128.0;\n\n        c[3] += 128.0 * step(0.0, -v);\n\n        return c / 255.0;\n      }\n\n      void main() {\n        float x = getAAtOutCoords();\n        gl_FragColor = encode_float(x);\n      }\n    "},COMPLEX_FFT={REAL:"return real * expR - imag * expI;",IMAG:"return real * expI + imag * expR;"},FFTProgram=function(e,t,r){this.variableNames=["real","imag"];var n=t[1];this.outputShape=t;var a=r?"2.0 * "+Math.PI:"-2.0 * "+Math.PI,o=r?n+".0":"1.0";this.userCode="\n      const float exponentMultiplier = "+a+";\n\n      float unaryOpComplex(float real, float expR, float imag, float expI) {\n        "+e+"\n      }\n\n      float mulMatDFT(int batch, int index) {\n        float indexRatio = float(index) / float("+n+");\n        float exponentMultiplierTimesIndexRatio =\n            exponentMultiplier * indexRatio;\n\n        float result = 0.0;\n\n        for (int i = 0; i < "+n+"; i++) {\n          // x = (-2|2 * PI / N) * index * i;\n          float x = exponentMultiplierTimesIndexRatio * float(i);\n          float expR = cos(x);\n          float expI = sin(x);\n          float real = getReal(batch, i);\n          float imag = getImag(batch, i);\n\n          result +=\n              unaryOpComplex(real, expR, imag, expI) / "+o+";\n        }\n\n        return result;\n      }\n\n      void main() {\n        ivec2 coords = getOutputCoords();\n        setOutput(mulMatDFT(coords[0], coords[1]));\n      }\n    "},FromPixelsProgram=function(e){this.variableNames=["A"];var t=e[0],r=e[1];this.outputShape=e,this.userCode="\n      void main() {\n        ivec3 coords = getOutputCoords();\n        int texR = coords[0];\n        int texC = coords[1];\n        int depth = coords[2];\n        vec2 uv = (vec2(texC, texR) + halfCR) / vec2("+r+".0, "+t+".0);\n\n        vec4 values = texture2D(A, uv);\n        float value;\n        if (depth == 0) {\n          value = values.r;\n        } else if (depth == 1) {\n          value = values.g;\n        } else if (depth == 2) {\n          value = values.b;\n        } else if (depth == 3) {\n          value = values.a;\n        }\n\n        setOutput(floor(value * 255.0 + 0.5));\n      }\n    "},GatherProgram=function(e,t,r){this.variableNames=["A","indices"];var n=e.slice();n[r]=t,this.outputShape=n,this.rank=n.length;var a=getCoordsDataType(this.rank),o=getSourceCoords(e,r);this.userCode="\n      void main() {\n        "+a+" resRC = getOutputCoords();\n        setOutput(getA("+o+"));\n      }\n    "};function getSourceCoords(e,t){var r=e.length;if(r>4)throw Error("Gather for rank "+r+" is not yet supported");if(1===r)return"int(getIndices(resRC))";for(var n=["resRC.x","resRC.y","resRC.z","resRC.w"],a=[],o=0;o<e.length;o++)o===t?a.push("int(getIndices("+n[o]+"))"):a.push(""+n[o]);return a.join()}var TextureUsage,PhysicalTextureType,GatherNDProgram=function(e,t,r){this.sliceDim=e,this.strides=t,this.variableNames=["x","indices"],this.outputShape=r;var n=getCoordsDataType(t.length),a=getCoordsDataType(r.length),o=this.sliceDim>1?"strides[j]":"strides";this.userCode="\n        "+n+" strides = "+n+"("+this.strides+");\n         void main() {\n          "+a+" coords = getOutputCoords();\n          int flattenIndex = 0;\n          for (int j = 0; j < "+this.sliceDim+"; j++) {\n            int index = round(getIndices(coords[0], j));\n            flattenIndex += index * "+o+";\n          }\n          setOutput(getX(flattenIndex, coords[1]));\n        }\n      "};function getUnpackedMatrixTextureShapeWidthHeight(e,t){return[t,e]}function getUnpackedArraySizeFromMatrixSize(e,t){return e*t}function getMatrixSizeFromUnpackedArraySize(e,t){if(e%t!=0)throw new Error("unpackedSize ("+e+") must be a multiple of "+t);return e/t}function encodeMatrixToUnpackedArray(e,t,r){var n=getUnpackedArraySizeFromMatrixSize(e.length,r);if(t.length<n)throw new Error("unpackedArray length ("+t.length+") must be >= "+n);for(var a=0,o=0;o<e.length;++o)t[a]=e[o],a+=r}function decodeMatrixFromUnpackedArray(e,t,r){var n=getMatrixSizeFromUnpackedArraySize(e.length,r);if(t.length<n)throw new Error("matrix length ("+t.length+") must be >= "+n);for(var a=0,o=0;o<e.length;o+=r)t[a++]=e[o]}function getPackedMatrixTextureShapeWidthHeight(e,t){return[Math.max(1,Math.ceil(t/2)),Math.max(1,Math.ceil(e/2))]}function getPackedRGBAArraySizeFromMatrixShape(e,t){var r=getPackedMatrixTextureShapeWidthHeight(e,t);return r[0]*r[1]*4}function encodeMatrixToPackedRGBA(e,t,r,n,a){var o=getPackedRGBAArraySizeFromMatrixShape(r,n);if(a.length<o)throw new Error("packedRGBA length ("+a.length+") must be >=\n        "+o);for(var i=n%2==1,s=r%2==1,u=Math.floor(n/2),l=Math.floor(r/2),p=Math.ceil(n/2),c=p*Math.ceil(r/2),d=nearestLargerEven(r)*nearestLargerEven(n),h=0;h<t;h++){for(var f=h*r*n,m=h*d,g=i?4:0,y=n,v=m,x=0;x<l;++x){for(var b=2*x*n,w=0;w<u;++w){var N=f+b+2*w;a[v]=e[N],a[v+1]=e[N+1],a[v+2]=e[N+y],a[v+3]=e[N+y+1],v+=4}v+=g}if(i){N=f+n-1,v=m+4*(p-1);var S=2*n;for(g=4*p,x=0;x<l;++x)a[v]=e[N],a[v+2]=e[N+n],N+=S,v+=g}if(s){for(N=f+(r-1)*n,v=m+4*(c-p),w=0;w<u;++w)a[v++]=e[N++],a[v++]=e[N++],v+=2;i&&s&&(a[m+d-4]=e[N])}}return a}function decodeMatrixFromPackedRGBA(e,t,r,n,a){var o=r*n;if(a.length<o)throw new Error("matrix length ("+a.length+") must be >= "+o);for(var i=n%2==1,s=r%2==1,u=Math.floor(n/2),l=Math.floor(r/2),p=Math.ceil(n/2),c=p*Math.ceil(r/2),d=nearestLargerEven(r)*nearestLargerEven(n),h=0;h<t;h++){for(var f=h*r*n,m=h*d,g=i?4:0,y=n+(i?1:0),v=m,x=f,b=f+n,w=0;w<l;++w){for(var N=0;N<u;++N)a[x++]=e[v++],a[x++]=e[v++],a[b++]=e[v++],a[b++]=e[v++];v+=g,x+=y,b+=y}if(i){v=m+4*(p-1);var S=f+n-1;for(g=4*p,y=2*n,w=0;w<l;++w)a[S]=e[v],a[S+n]=e[v+2],v+=g,S+=y}if(s){for(v=m+4*(c-p),S=f+(r-1)*n,N=0;N<u;++N)a[S++]=e[v++],a[S++]=e[v++],v+=2;i&&(a[f+r*n-1]=e[v])}}return a}function callAndCheck(e,t){var r=t();return checkWebGLError(e),r}!function(e){e[e.RENDER=0]="RENDER",e[e.UPLOAD=1]="UPLOAD",e[e.PIXELS=2]="PIXELS",e[e.DOWNLOAD=3]="DOWNLOAD"}(TextureUsage||(TextureUsage={})),function(e){e[e.UNPACKED_FLOAT16=0]="UNPACKED_FLOAT16",e[e.UNPACKED_FLOAT32=1]="UNPACKED_FLOAT32",e[e.PACKED_4X1_UNSIGNED_BYTE=2]="PACKED_4X1_UNSIGNED_BYTE",e[e.PACKED_2X2_FLOAT32=3]="PACKED_2X2_FLOAT32",e[e.PACKED_2X2_FLOAT16=4]="PACKED_2X2_FLOAT16"}(PhysicalTextureType||(PhysicalTextureType={}));var webGLDebugErrorCheckingEnabled=!1;function enableDebugWebGLErrorChecking(e){webGLDebugErrorCheckingEnabled=e}function checkWebGLError(e){if(webGLDebugErrorCheckingEnabled){var t=e.getError();if(t!==e.NO_ERROR)throw new Error("WebGL Error: "+getWebGLErrorMessage(e,t))}}function getWebGLErrorMessage(e,t){switch(t){case e.NO_ERROR:return"NO_ERROR";case e.INVALID_ENUM:return"INVALID_ENUM";case e.INVALID_VALUE:return"INVALID_VALUE";case e.INVALID_OPERATION:return"INVALID_OPERATION";case e.INVALID_FRAMEBUFFER_OPERATION:return"INVALID_FRAMEBUFFER_OPERATION";case e.OUT_OF_MEMORY:return"OUT_OF_MEMORY";case e.CONTEXT_LOST_WEBGL:return"CONTEXT_LOST_WEBGL";default:return"Unknown error code "+t}}function getExtensionOrThrow(e,t){return throwIfNull(e,function(){return e.getExtension(t)},'Extension "'+t+'" not supported on this browser.')}function createVertexShader(e,t){var r=throwIfNull(e,function(){return e.createShader(e.VERTEX_SHADER)},"Unable to create vertex WebGLShader.");if(callAndCheck(e,function(){return e.shaderSource(r,t)}),callAndCheck(e,function(){return e.compileShader(r)}),!1===e.getShaderParameter(r,e.COMPILE_STATUS))throw console.log(e.getShaderInfoLog(r)),new Error("Failed to compile vertex shader.");return r}function createFragmentShader(e,t){var r=throwIfNull(e,function(){return e.createShader(e.FRAGMENT_SHADER)},"Unable to create fragment WebGLShader.");if(callAndCheck(e,function(){return e.shaderSource(r,t)}),callAndCheck(e,function(){return e.compileShader(r)}),!1===e.getShaderParameter(r,e.COMPILE_STATUS))throw logShaderSourceAndInfoLog(t,e.getShaderInfoLog(r)),new Error("Failed to compile fragment shader.");return r}var lineNumberRegex=/ERROR: [0-9]+:([0-9]+):/g;function logShaderSourceAndInfoLog(e,t){var r=lineNumberRegex.exec(t);if(null==r)return console.log("Couldn't parse line number in error: "+t),void console.log(e);for(var n=+r[1],a=e.split("\n"),o=a.length.toString().length+2,i=a.map(function(e,t){return rightPad((t+1).toString(),o)+e}),s=0,u=0;u<i.length;u++)s=Math.max(i[u].length,s);var l=i.slice(0,n-1),p=i.slice(n-1,n),c=i.slice(n);console.log(l.join("\n")),console.log(t.split("\n")[0]),console.log("%c "+rightPad(p[0],s),"border:1px solid red; background-color:#e3d2d2; color:#a61717"),console.log(c.join("\n"))}function createProgram(e){return throwIfNull(e,function(){return e.createProgram()},"Unable to create WebGLProgram.")}function linkProgram(e,t){if(callAndCheck(e,function(){return e.linkProgram(t)}),!1===e.getProgramParameter(t,e.LINK_STATUS))throw console.log(e.getProgramInfoLog(t)),new Error("Failed to link vertex and fragment shaders.")}function validateProgram(e,t){if(callAndCheck(e,function(){return e.validateProgram(t)}),!1===e.getProgramParameter(t,e.VALIDATE_STATUS))throw console.log(e.getProgramInfoLog(t)),new Error("Shader program validation failed.")}function createStaticVertexBuffer(e,t){var r=throwIfNull(e,function(){return e.createBuffer()},"Unable to create WebGLBuffer");return callAndCheck(e,function(){return e.bindBuffer(e.ARRAY_BUFFER,r)}),callAndCheck(e,function(){return e.bufferData(e.ARRAY_BUFFER,t,e.STATIC_DRAW)}),r}function createStaticIndexBuffer(e,t){var r=throwIfNull(e,function(){return e.createBuffer()},"Unable to create WebGLBuffer");return callAndCheck(e,function(){return e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,r)}),callAndCheck(e,function(){return e.bufferData(e.ELEMENT_ARRAY_BUFFER,t,e.STATIC_DRAW)}),r}function getNumChannels(){return 2===ENV.get("WEBGL_VERSION")?1:4}function createTexture(e){return throwIfNull(e,function(){return e.createTexture()},"Unable to create WebGLTexture.")}function validateTextureSize(e,t){var r=ENV.get("WEBGL_MAX_TEXTURE_SIZE");if(e<=0||t<=0){var n="["+e+"x"+t+"]";throw new Error("Requested texture size "+n+" is invalid.")}if(e>r||t>r)throw n="["+e+"x"+t+"]",new Error("Requested texture size "+n+" greater than WebGL maximum on this browser / GPU ["+r+"x"+r+"].")}function createFramebuffer(e){return throwIfNull(e,function(){return e.createFramebuffer()},"Unable to create WebGLFramebuffer.")}function bindVertexBufferToProgramAttribute(e,t,r,n,a,o,i){var s=e.getAttribLocation(t,r);return-1!==s&&(callAndCheck(e,function(){return e.bindBuffer(e.ARRAY_BUFFER,n)}),callAndCheck(e,function(){return e.vertexAttribPointer(s,a,e.FLOAT,!1,o,i)}),callAndCheck(e,function(){return e.enableVertexAttribArray(s)}),!0)}function bindTextureUnit(e,t,r){validateTextureUnit(e,r),callAndCheck(e,function(){return e.activeTexture(e.TEXTURE0+r)}),callAndCheck(e,function(){return e.bindTexture(e.TEXTURE_2D,t)})}function unbindTextureUnit(e,t){validateTextureUnit(e,t),callAndCheck(e,function(){return e.activeTexture(e.TEXTURE0+t)}),callAndCheck(e,function(){return e.bindTexture(e.TEXTURE_2D,null)})}function getProgramUniformLocationOrThrow(e,t,r){return throwIfNull(e,function(){return e.getUniformLocation(t,r)},'uniform "'+r+'" not present in program.')}function getProgramUniformLocation(e,t,r){return e.getUniformLocation(t,r)}function bindTextureToProgramUniformSampler(e,t,r,n,a){callAndCheck(e,function(){return bindTextureUnit(e,r,a)}),callAndCheck(e,function(){return e.uniform1i(n,a)})}function bindCanvasToFramebuffer(e){callAndCheck(e,function(){return e.bindFramebuffer(e.FRAMEBUFFER,null)}),callAndCheck(e,function(){return e.viewport(0,0,e.canvas.width,e.canvas.height)}),callAndCheck(e,function(){return e.scissor(0,0,e.canvas.width,e.canvas.height)})}function bindColorTextureToFramebuffer(e,t,r){callAndCheck(e,function(){return e.bindFramebuffer(e.FRAMEBUFFER,r)}),callAndCheck(e,function(){return e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,t,0)})}function unbindColorTextureFromFramebuffer(e,t){callAndCheck(e,function(){return e.bindFramebuffer(e.FRAMEBUFFER,t)}),callAndCheck(e,function(){return e.framebufferTexture2D(e.FRAMEBUFFER,e.COLOR_ATTACHMENT0,e.TEXTURE_2D,null,0)})}function validateFramebuffer(e){var t=e.checkFramebufferStatus(e.FRAMEBUFFER);if(t!==e.FRAMEBUFFER_COMPLETE)throw new Error("Error binding framebuffer: "+getFramebufferErrorMessage(e,t))}function getFramebufferErrorMessage(e,t){switch(t){case e.FRAMEBUFFER_INCOMPLETE_ATTACHMENT:return"FRAMEBUFFER_INCOMPLETE_ATTACHMENT";case e.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT:return"FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT";case e.FRAMEBUFFER_INCOMPLETE_DIMENSIONS:return"FRAMEBUFFER_INCOMPLETE_DIMENSIONS";case e.FRAMEBUFFER_UNSUPPORTED:return"FRAMEBUFFER_UNSUPPORTED";default:return"unknown error "+t}}function throwIfNull(e,t,r){var n=callAndCheck(e,function(){return t()});if(null==n)throw new Error(r);return n}function validateTextureUnit(e,t){var r=e.MAX_COMBINED_TEXTURE_IMAGE_UNITS-1,n=t+e.TEXTURE0;if(n<e.TEXTURE0||n>r)throw new Error("textureUnit must be in [gl.TEXTURE0, gl.TEXTURE"+r+"].")}function getTextureShapeFromLogicalShape(e,t){void 0===t&&(t=!1);var r=ENV.get("WEBGL_MAX_TEXTURE_SIZE");if(t&&(r*=2,e=e.map(function(t,r){return r>=e.length-2?nearestLargerEven(e[r]):e[r]})),2!==e.length){var n=squeezeShape(e);e=n.newShape}var a=sizeFromShape(e);return e.length<=1&&a<=r?[1,a]:2===e.length&&e[0]<=r&&e[1]<=r?e:3===e.length&&e[0]*e[1]<=r&&e[2]<=r?[e[0]*e[1],e[2]]:3===e.length&&e[0]<=r&&e[1]*e[2]<=r?[e[0],e[1]*e[2]]:4===e.length&&e[0]*e[1]*e[2]<=r&&e[3]<=r?[e[0]*e[1]*e[2],e[3]]:4===e.length&&e[0]<=r&&e[1]*e[2]*e[3]<=r?[e[0],e[1]*e[2]*e[3]]:sizeToSquarishShape(a)}function isEven(e){return e%2==0}function isReshapeFree(e,t){if(arraysEqual(e=e.slice(-2),t=t.slice(-2)))return!0;if(!e.length||!t.length)return!0;if(0===e[0]||0===e[1]||0===t[0]||0===t[1])return!0;if(e.length!==t.length){var r=e.slice(-1)[0],n=t.slice(-1)[0];if(r===n)return!0;if(isEven(r)&&isEven(n)&&(1===e[0]||1===t[0]))return!0}else if(isEven(e[0])&&isEven(t[0])){if(isEven(e[1])&&isEven(t[1]))return!0;if(e[1]===t[1])return!0}return!1}var webgl_util=Object.freeze({callAndCheck:callAndCheck,enableDebugWebGLErrorChecking:enableDebugWebGLErrorChecking,checkWebGLError:checkWebGLError,getWebGLErrorMessage:getWebGLErrorMessage,getExtensionOrThrow:getExtensionOrThrow,createVertexShader:createVertexShader,createFragmentShader:createFragmentShader,createProgram:createProgram,linkProgram:linkProgram,validateProgram:validateProgram,createStaticVertexBuffer:createStaticVertexBuffer,createStaticIndexBuffer:createStaticIndexBuffer,getNumChannels:getNumChannels,createTexture:createTexture,validateTextureSize:validateTextureSize,createFramebuffer:createFramebuffer,bindVertexBufferToProgramAttribute:bindVertexBufferToProgramAttribute,bindTextureUnit:bindTextureUnit,unbindTextureUnit:unbindTextureUnit,getProgramUniformLocationOrThrow:getProgramUniformLocationOrThrow,getProgramUniformLocation:getProgramUniformLocation,bindTextureToProgramUniformSampler:bindTextureToProgramUniformSampler,bindCanvasToFramebuffer:bindCanvasToFramebuffer,bindColorTextureToFramebuffer:bindColorTextureToFramebuffer,unbindColorTextureFromFramebuffer:unbindColorTextureFromFramebuffer,validateFramebuffer:validateFramebuffer,getFramebufferErrorMessage:getFramebufferErrorMessage,getTextureShapeFromLogicalShape:getTextureShapeFromLogicalShape,isReshapeFree:isReshapeFree});function createVertexShader$1(e){return createVertexShader(e,"\n    precision highp float;\n    attribute vec3 clipSpacePos;\n    attribute vec2 uv;\n    varying vec2 resultUV;\n\n    void main() {\n      gl_Position = vec4(clipSpacePos, 1);\n      resultUV = uv;\n    }")}function createVertexBuffer(e){return createStaticVertexBuffer(e,new Float32Array([-1,1,0,0,1,-1,-1,0,0,0,1,1,0,1,1,1,-1,0,1,0]))}function createIndexBuffer(e){return createStaticIndexBuffer(e,new Uint16Array([0,1,2,2,1,3]))}function getTextureConfig(e,t){var r,n,a,o,i,s,u,l=e;return 2===ENV.get("WEBGL_VERSION")?(r=l.R32F,n=l.R16F,a=l.RGBA32F,o=l.RED,i=4,s=1,u=l.HALF_FLOAT):(r=e.RGBA,n=e.RGBA,a=l.RGBA,o=e.RGBA,i=4,s=4,u=null!=t?t.HALF_FLOAT_OES:null),{internalFormatFloat:r,internalFormatHalfFloat:n,internalFormatPackedFloat:a,textureFormatFloat:o,downloadTextureFormat:e.RGBA,downloadUnpackNumChannels:i,defaultNumChannels:s,textureTypeHalfFloat:u}}function createAndConfigureTexture(e,t,r,n,a,o){validateTextureSize(t,r);var i=createTexture(e),s=e.TEXTURE_2D;return callAndCheck(e,function(){return e.bindTexture(s,i)}),callAndCheck(e,function(){return e.texParameteri(s,e.TEXTURE_WRAP_S,e.CLAMP_TO_EDGE)}),callAndCheck(e,function(){return e.texParameteri(s,e.TEXTURE_WRAP_T,e.CLAMP_TO_EDGE)}),callAndCheck(e,function(){return e.texParameteri(s,e.TEXTURE_MIN_FILTER,e.NEAREST)}),callAndCheck(e,function(){return e.texParameteri(s,e.TEXTURE_MAG_FILTER,e.NEAREST)}),callAndCheck(e,function(){return e.texImage2D(s,0,n,t,r,0,a,o,null)}),callAndCheck(e,function(){return e.bindTexture(e.TEXTURE_2D,null)}),i}function createFloat32MatrixTexture(e,t,r,n){var a=getUnpackedMatrixTextureShapeWidthHeight(t,r);return createAndConfigureTexture(e,a[0],a[1],n.internalFormatFloat,n.textureFormatFloat,e.FLOAT)}function createFloat16MatrixTexture(e,t,r,n){var a=getUnpackedMatrixTextureShapeWidthHeight(t,r);return createAndConfigureTexture(e,a[0],a[1],n.internalFormatFloat,n.textureFormatFloat,n.textureTypeHalfFloat)}function createUnsignedBytesMatrixTexture(e,t,r,n){var a=getUnpackedMatrixTextureShapeWidthHeight(t,r);return createAndConfigureTexture(e,a[0],a[1],e.RGBA,e.RGBA,e.UNSIGNED_BYTE)}function createPackedMatrixTexture(e,t,r,n){var a=getPackedMatrixTextureShapeWidthHeight(t,r);return createAndConfigureTexture(e,a[0],a[1],n.internalFormatPackedFloat,e.RGBA,e.FLOAT)}function createFloat16PackedMatrixTexture(e,t,r,n){var a=getPackedMatrixTextureShapeWidthHeight(t,r);return createAndConfigureTexture(e,a[0],a[1],n.internalFormatHalfFloat,e.RGBA,n.textureTypeHalfFloat)}function bindVertexProgramAttributeStreams(e,t,r){return callAndCheck(e,function(){return e.bindBuffer(e.ARRAY_BUFFER,r)}),bindVertexBufferToProgramAttribute(e,t,"clipSpacePos",r,3,20,0)&&bindVertexBufferToProgramAttribute(e,t,"uv",r,2,20,12)}function uploadPixelDataToTexture(e,t,r){callAndCheck(e,function(){return e.bindTexture(e.TEXTURE_2D,t)}),callAndCheck(e,function(){return e.texImage2D(e.TEXTURE_2D,0,e.RGBA,e.RGBA,e.UNSIGNED_BYTE,r)}),callAndCheck(e,function(){return e.bindTexture(e.TEXTURE_2D,null)})}function uploadDataToTexture(e,t,r,n,a,o){validateTextureSize(r,n),callAndCheck(e,function(){return e.bindTexture(e.TEXTURE_2D,t)}),callAndCheck(e,function(){return e.texSubImage2D(e.TEXTURE_2D,0,0,0,r,n,o,e.FLOAT,a)}),callAndCheck(e,function(){return e.bindTexture(e.TEXTURE_2D,null)})}function uploadMatrixToTexture(e,t,r,n,a,o,i){var s,u=getUnpackedMatrixTextureShapeWidthHeight(r,n),l=u[0],p=u[1];1===i.defaultNumChannels?s=a:encodeMatrixToUnpackedArray(a,s=new Float32Array(getUnpackedArraySizeFromMatrixSize(a.length,o)),o),uploadDataToTexture(e,t,l,p,s,i.textureFormatFloat)}function uploadMatrixToPackedTexture(e,t,r,n,a,o,i,s,u){var l=getPackedMatrixTextureShapeWidthHeight(o,i),p=l[0],c=l[1],d=new Float32Array(r*getPackedRGBAArraySizeFromMatrixShape(n,a));encodeMatrixToPackedRGBA(s,r,n,a,d),uploadDataToTexture(e,t,p,c,d,e.RGBA)}function maybeCreateBufferFromOutputTexture(e,t,r,n,a){var o=t;if(2===ENV.get("WEBGL_VERSION")){var i=e,s=i.createBuffer();callAndCheck(e,function(){return e.bindBuffer(i.PIXEL_PACK_BUFFER,s)});var u=4*getUnpackedArraySizeFromMatrixSize(r*n,a.downloadUnpackNumChannels);callAndCheck(e,function(){return e.bufferData(i.PIXEL_PACK_BUFFER,u,e.STATIC_DRAW)}),callAndCheck(e,function(){return i.readPixels(0,0,n,r,e.RGBA,e.FLOAT,0)}),callAndCheck(e,function(){return e.bindBuffer(i.PIXEL_PACK_BUFFER,null)}),o=s}return o}function downloadFloat32MatrixFromBuffer(e,t,r,n,a){var o=e,i=new Float32Array(getUnpackedArraySizeFromMatrixSize(r*n,a.downloadUnpackNumChannels));o.bindBuffer(e.ARRAY_BUFFER,t),o.getBufferSubData(e.ARRAY_BUFFER,0,i),o.bindBuffer(e.ARRAY_BUFFER,null);var s=new Float32Array(r*n);return decodeMatrixFromUnpackedArray(i,s,a.downloadUnpackNumChannels),s}function downloadFloat32MatrixFromOutputTexture(e,t,r,n){var a=getUnpackedMatrixTextureShapeWidthHeight(t,r),o=a[0],i=a[1],s=new Float32Array(getUnpackedArraySizeFromMatrixSize(t*r,n.downloadUnpackNumChannels));callAndCheck(e,function(){return e.readPixels(0,0,o,i,n.downloadTextureFormat,e.FLOAT,s)});var u=new Float32Array(t*r);return decodeMatrixFromUnpackedArray(s,u,n.downloadUnpackNumChannels),u}function downloadByteEncodedFloatMatrixFromOutputTexture(e,t,r,n){var a=getUnpackedMatrixTextureShapeWidthHeight(t,r),o=a[0],i=a[1],s=new Uint8Array(getUnpackedArraySizeFromMatrixSize(t*r,4));return callAndCheck(e,function(){return e.readPixels(0,0,o,i,n.downloadTextureFormat,e.UNSIGNED_BYTE,s)}),new Float32Array(s.buffer)}function downloadPackedMatrixFromBuffer(e,t,r,n,a,o,i,s){var u=e,l=new Float32Array(getPackedRGBAArraySizeFromMatrixShape(o,i));u.bindBuffer(e.ARRAY_BUFFER,t),u.getBufferSubData(e.ARRAY_BUFFER,0,l),u.bindBuffer(e.ARRAY_BUFFER,null);var p=new Float32Array(sizeFromShape([r,n,a]));return decodeMatrixFromPackedRGBA(l,r,n,a,p),p}function downloadMatrixFromPackedOutputTexture(e,t,r,n,a,o,i){var s=getPackedMatrixTextureShapeWidthHeight(a,o),u=s[0],l=s[1],p=new Float32Array(getPackedRGBAArraySizeFromMatrixShape(a,o));callAndCheck(e,function(){return e.readPixels(0,0,u,l,e.RGBA,e.FLOAT,p)});var c=new Float32Array(sizeFromShape([t,r,n]));return decodeMatrixFromPackedRGBA(p,t,r,n,c)}var gpgpu_util=Object.freeze({createVertexShader:createVertexShader$1,createVertexBuffer:createVertexBuffer,createIndexBuffer:createIndexBuffer,getTextureConfig:getTextureConfig,createFloat32MatrixTexture:createFloat32MatrixTexture,createFloat16MatrixTexture:createFloat16MatrixTexture,createUnsignedBytesMatrixTexture:createUnsignedBytesMatrixTexture,createPackedMatrixTexture:createPackedMatrixTexture,createFloat16PackedMatrixTexture:createFloat16PackedMatrixTexture,bindVertexProgramAttributeStreams:bindVertexProgramAttributeStreams,uploadPixelDataToTexture:uploadPixelDataToTexture,uploadMatrixToTexture:uploadMatrixToTexture,uploadMatrixToPackedTexture:uploadMatrixToPackedTexture,maybeCreateBufferFromOutputTexture:maybeCreateBufferFromOutputTexture,downloadFloat32MatrixFromBuffer:downloadFloat32MatrixFromBuffer,downloadFloat32MatrixFromOutputTexture:downloadFloat32MatrixFromOutputTexture,downloadByteEncodedFloatMatrixFromOutputTexture:downloadByteEncodedFloatMatrixFromOutputTexture,downloadPackedMatrixFromBuffer:downloadPackedMatrixFromBuffer,downloadMatrixFromPackedOutputTexture:downloadMatrixFromPackedOutputTexture}),GPGPUContext=function(){function e(e){this.outputTexture=null,this.program=null,this.disposed=!1,this.autoDebugValidate=!1,this.vertexAttrsAreBound=!1,this.itemsToPoll=[],this.gl=null!=e?e:getWebGLContext(ENV.get("WEBGL_VERSION")),1===ENV.get("WEBGL_VERSION")?(this.textureFloatExtension=getExtensionOrThrow(this.gl,"OES_texture_float"),this.colorBufferFloatExtension=this.gl.getExtension("WEBGL_color_buffer_float"),ENV.get("WEBGL_RENDER_FLOAT32_ENABLED")||(this.textureHalfFloatExtension=getExtensionOrThrow(this.gl,"OES_texture_half_float"),this.colorBufferHalfFloatExtension=this.gl.getExtension("EXT_color_buffer_half_float"))):this.colorBufferFloatExtension=getExtensionOrThrow(this.gl,"EXT_color_buffer_float"),this.vertexBuffer=createVertexBuffer(this.gl),this.indexBuffer=createIndexBuffer(this.gl),this.framebuffer=createFramebuffer(this.gl),this.textureConfig=getTextureConfig(this.gl,this.textureHalfFloatExtension)}return e.prototype.dispose=function(){var e=this;if(!this.disposed){null!=this.program&&console.warn("Disposing a GPGPUContext that still has a bound WebGLProgram. This is probably a resource leak, delete the program with GPGPUContext.deleteProgram before disposing."),null!=this.outputTexture&&console.warn("Disposing a GPGPUContext that still has a bound output matrix texture.  This is probably a resource leak, delete the output matrix texture with GPGPUContext.deleteMatrixTexture before disposing.");var t=this.gl;callAndCheck(t,function(){return t.finish()}),callAndCheck(t,function(){return t.bindFramebuffer(t.FRAMEBUFFER,null)}),callAndCheck(t,function(){return t.deleteFramebuffer(e.framebuffer)}),callAndCheck(t,function(){return t.bindBuffer(t.ARRAY_BUFFER,null)}),callAndCheck(t,function(){return t.bindBuffer(t.ELEMENT_ARRAY_BUFFER,null)}),callAndCheck(t,function(){return t.deleteBuffer(e.indexBuffer)}),this.disposed=!0}},e.prototype.enableAutomaticDebugValidation=function(e){this.autoDebugValidate=e,enableDebugWebGLErrorChecking(e)},e.prototype.createFloat32MatrixTexture=function(e,t){return this.throwIfDisposed(),createFloat32MatrixTexture(this.gl,e,t,this.textureConfig)},e.prototype.createFloat16MatrixTexture=function(e,t){return this.throwIfDisposed(),createFloat16MatrixTexture(this.gl,e,t,this.textureConfig)},e.prototype.createUnsignedBytesMatrixTexture=function(e,t){return this.throwIfDisposed(),createUnsignedBytesMatrixTexture(this.gl,e,t,this.textureConfig)},e.prototype.uploadPixelDataToTexture=function(e,t){this.throwIfDisposed(),uploadPixelDataToTexture(this.gl,e,t)},e.prototype.createFloat16PackedMatrixTexture=function(e,t){return this.throwIfDisposed(),createFloat16PackedMatrixTexture(this.gl,e,t,this.textureConfig)},e.prototype.createPackedMatrixTexture=function(e,t){return this.throwIfDisposed(),createPackedMatrixTexture(this.gl,e,t,this.textureConfig)},e.prototype.deleteMatrixTexture=function(e){var t=this;this.throwIfDisposed(),this.outputTexture===e&&(unbindColorTextureFromFramebuffer(this.gl,this.framebuffer),this.outputTexture=null),callAndCheck(this.gl,function(){return t.gl.deleteTexture(e)})},e.prototype.uploadMatrixToTexture=function(e,t,r,n){this.throwIfDisposed();var a=getNumChannels();return uploadMatrixToTexture(this.gl,e,t,r,n,a,this.textureConfig)},e.prototype.uploadMatrixToPackedTexture=function(e,t,r,n,a,o,i){return this.throwIfDisposed(),uploadMatrixToPackedTexture(this.gl,e,t,r,n,a,o,i,this.textureConfig)},e.prototype.downloadFloat32MatrixFromOutputTexture=function(e,t,r){var n=this;return this.downloadMatrixDriver(e,function(){return downloadFloat32MatrixFromOutputTexture(n.gl,t,r,n.textureConfig)})},e.prototype.downloadByteEncodedFloatMatrixFromOutputTexture=function(e,t,r){var n=this;return this.downloadMatrixDriver(e,function(){return downloadByteEncodedFloatMatrixFromOutputTexture(n.gl,t,r,n.textureConfig)})},e.prototype.downloadPackedMatrixFromBuffer=function(e,t,r,n,a,o){return downloadPackedMatrixFromBuffer(this.gl,e,t,r,n,a,o,this.textureConfig)},e.prototype.downloadFloat32MatrixFromBuffer=function(e,t,r){return downloadFloat32MatrixFromBuffer(this.gl,e,t,r,this.textureConfig)},e.prototype.maybeCreateBufferFromTexture=function(e,t,r){this.bindTextureToFrameBuffer(e);var n=maybeCreateBufferFromOutputTexture(this.gl,e,t,r,this.textureConfig);return this.unbindTextureToFrameBuffer(),n},e.prototype.createAndWaitForFence=function(){var e=this.createFence(this.gl);return this.pollFence(e)},e.prototype.createFence=function(e){var t,r,n=this;if(ENV.get("WEBGL_FENCE_API_ENABLED")){var a=e,o=a.fenceSync(a.SYNC_GPU_COMMANDS_COMPLETE,0);e.flush(),r=function(){var e=a.clientWaitSync(o,0,0);return e===a.ALREADY_SIGNALED||e===a.CONDITION_SATISFIED},t=o}else ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")>0?(t=this.beginQuery(),this.endQuery(),r=function(){return n.isQueryAvailable(t,ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION"))}):r=function(){return!0};return{query:t,isFencePassed:r}},e.prototype.downloadMatrixFromPackedTexture=function(e,t,r,n,a,o){var i=this;return this.downloadMatrixDriver(e,function(){return downloadMatrixFromPackedOutputTexture(i.gl,t,r,n,a,o,i.textureConfig)})},e.prototype.createProgram=function(e){this.throwIfDisposed();var t=this.gl,r=createFragmentShader(t,e),n=createVertexShader$1(t),a=createProgram(t);return callAndCheck(t,function(){return t.attachShader(a,n)}),callAndCheck(t,function(){return t.attachShader(a,r)}),linkProgram(t,a),this.autoDebugValidate&&validateProgram(t,a),this.vertexAttrsAreBound||(this.setProgram(a),this.vertexAttrsAreBound=bindVertexProgramAttributeStreams(t,this.program,this.vertexBuffer)),a},e.prototype.deleteProgram=function(e){var t=this;this.throwIfDisposed(),e===this.program&&(this.program=null),null!=e&&callAndCheck(this.gl,function(){return t.gl.deleteProgram(e)})},e.prototype.setProgram=function(e){var t=this;this.throwIfDisposed(),this.program=e,null!=this.program&&this.autoDebugValidate&&validateProgram(this.gl,this.program),callAndCheck(this.gl,function(){return t.gl.useProgram(e)})},e.prototype.getUniformLocation=function(e,t,r){return void 0===r&&(r=!0),this.throwIfDisposed(),r?getProgramUniformLocationOrThrow(this.gl,e,t):getProgramUniformLocation(this.gl,e,t)},e.prototype.getAttributeLocation=function(e,t){var r=this;return this.throwIfDisposed(),callAndCheck(this.gl,function(){return r.gl.getAttribLocation(e,t)})},e.prototype.getUniformLocationNoThrow=function(e,t){return this.throwIfDisposed(),this.gl.getUniformLocation(e,t)},e.prototype.setInputMatrixTexture=function(e,t,r){this.throwIfDisposed(),this.throwIfNoProgram(),bindTextureToProgramUniformSampler(this.gl,this.program,e,t,r)},e.prototype.setOutputMatrixTexture=function(e,t,r){this.setOutputMatrixTextureDriver(e,r,t)},e.prototype.setOutputPackedMatrixTexture=function(e,t,r){this.throwIfDisposed();var n=getPackedMatrixTextureShapeWidthHeight(t,r),a=n[0],o=n[1];this.setOutputMatrixTextureDriver(e,a,o)},e.prototype.setOutputMatrixWriteRegion=function(e,t,r,n){this.setOutputMatrixWriteRegionDriver(r,e,n,t)},e.prototype.setOutputPackedMatrixWriteRegion=function(e,t,r,n){throw new Error("setOutputPackedMatrixWriteRegion not implemented.")},e.prototype.debugValidate=function(){null!=this.program&&validateProgram(this.gl,this.program),validateFramebuffer(this.gl)},e.prototype.executeProgram=function(){this.throwIfDisposed(),this.throwIfNoProgram();var e=this.gl;this.autoDebugValidate&&this.debugValidate(),callAndCheck(e,function(){return e.drawElements(e.TRIANGLES,6,e.UNSIGNED_SHORT,0)})},e.prototype.blockUntilAllProgramsCompleted=function(){var e=this;this.throwIfDisposed(),callAndCheck(this.gl,function(){return e.gl.finish()})},e.prototype.getQueryTimerExtension=function(){return null==this.disjointQueryTimerExtension&&(this.disjointQueryTimerExtension=getExtensionOrThrow(this.gl,2===ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")?"EXT_disjoint_timer_query_webgl2":"EXT_disjoint_timer_query")),this.disjointQueryTimerExtension},e.prototype.getQueryTimerExtensionWebGL2=function(){return this.getQueryTimerExtension()},e.prototype.getQueryTimerExtensionWebGL1=function(){return this.getQueryTimerExtension()},e.prototype.beginQuery=function(){if(2===ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")){var e=this.gl,t=this.getQueryTimerExtensionWebGL2(),r=e.createQuery();return e.beginQuery(t.TIME_ELAPSED_EXT,r),r}var n=this.getQueryTimerExtensionWebGL1(),a=n.createQueryEXT();return n.beginQueryEXT(n.TIME_ELAPSED_EXT,a),a},e.prototype.endQuery=function(){if(2!==ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")){var e=this.getQueryTimerExtensionWebGL1();e.endQueryEXT(e.TIME_ELAPSED_EXT)}else{var t=this.gl,r=this.getQueryTimerExtensionWebGL2();t.endQuery(r.TIME_ELAPSED_EXT)}},e.prototype.waitForQueryAndGetTime=function(e){return __awaiter(this,void 0,void 0,function(){var t=this;return __generator(this,function(r){switch(r.label){case 0:return[4,repeatedTry(function(){return t.disposed||t.isQueryAvailable(e,ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION"))})];case 1:return r.sent(),[2,this.getQueryTime(e,ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION"))]}})})},e.prototype.getQueryTime=function(e,t){if(0===t)return null;if(2===t){var r=this.gl;return r.getQueryParameter(e,r.QUERY_RESULT)/1e6}var n=this.getQueryTimerExtensionWebGL1();return n.getQueryObjectEXT(e,n.QUERY_RESULT_EXT)/1e6},e.prototype.isQueryAvailable=function(e,t){if(0===t)return!0;if(2===t){var r=this.gl,n=this.getQueryTimerExtensionWebGL2(),a=r.getQueryParameter(e,r.QUERY_RESULT_AVAILABLE);return null==this.disjoint&&(this.disjoint=this.gl.getParameter(n.GPU_DISJOINT_EXT)),a&&!this.disjoint}return a=(n=this.getQueryTimerExtensionWebGL1()).getQueryObjectEXT(e,n.QUERY_RESULT_AVAILABLE_EXT),null==this.disjoint&&(this.disjoint=this.gl.getParameter(n.GPU_DISJOINT_EXT)),a&&!this.disjoint},e.prototype.pollFence=function(e){var t=this;return new Promise(function(r){t.addItemToPoll(function(){return e.isFencePassed()},function(){return r()})})},e.prototype.pollItems=function(){for(var e=binSearchLastTrue(this.itemsToPoll.map(function(e){return e.isDoneFn})),t=0;t<=e;++t)(0,this.itemsToPoll[t].resolveFn)();this.itemsToPoll=this.itemsToPoll.slice(e+1)},e.prototype.addItemToPoll=function(e,t){var r=this;this.itemsToPoll.push({isDoneFn:e,resolveFn:t}),this.itemsToPoll.length>1||repeatedTry(function(){return r.pollItems(),0===r.itemsToPoll.length})},e.prototype.bindTextureToFrameBuffer=function(e){this.throwIfDisposed(),bindColorTextureToFramebuffer(this.gl,e,this.framebuffer),this.autoDebugValidate&&validateFramebuffer(this.gl)},e.prototype.unbindTextureToFrameBuffer=function(){null!=this.outputTexture?(bindColorTextureToFramebuffer(this.gl,this.outputTexture,this.framebuffer),this.autoDebugValidate&&validateFramebuffer(this.gl)):unbindColorTextureFromFramebuffer(this.gl,this.framebuffer)},e.prototype.downloadMatrixDriver=function(e,t){this.bindTextureToFrameBuffer(e);var r=t();return this.unbindTextureToFrameBuffer(),r},e.prototype.setOutputMatrixTextureDriver=function(e,t,r){this.throwIfDisposed();var n=this.gl;bindColorTextureToFramebuffer(n,e,this.framebuffer),this.autoDebugValidate&&validateFramebuffer(n),this.outputTexture=e,callAndCheck(n,function(){return n.viewport(0,0,t,r)}),callAndCheck(n,function(){return n.scissor(0,0,t,r)})},e.prototype.setOutputMatrixWriteRegionDriver=function(e,t,r,n){var a=this;this.throwIfDisposed(),callAndCheck(this.gl,function(){return a.gl.scissor(e,t,r,n)})},e.prototype.throwIfDisposed=function(){if(this.disposed)throw new Error("Attempted to use disposed GPGPUContext.")},e.prototype.throwIfNoProgram=function(){if(null==this.program)throw new Error("No GPU program is currently set.")},e}();function binSearchLastTrue(e){for(var t=0,r=e.length-1,n=-1;t<=r;){var a=t+r>>1;e[a]()?(n=a,t=a+1):r=a-1}return n}function compileProgram(e,t,r,n){for(var a=t.userCode,o=r.map(function(e,r){var n={logicalShape:e.shape,texShape:e.isUniform?null:e.texData.texShape,isUniform:e.isUniform,isPacked:!e.isUniform&&e.texData.isPacked};return{name:t.variableNames[r],shapeInfo:n}}),i=o.map(function(e){return e.shapeInfo}),s={logicalShape:n.shape,texShape:n.texData.texShape,isUniform:!1,isPacked:n.texData.isPacked},u=makeShader(o,s,a,!0===t.supportsBroadcasting,t.usesPackedTextures),l=e.createProgram(u),p={},c=0;c<t.variableNames.length;c++){var d=t.variableNames[c];p[d]=e.getUniformLocation(l,d,!1)}return{program:t,source:u,webGLProgram:l,uniformLocations:p,gpgpu:e,inShapeInfos:i,outShapeInfo:s}}function validateBinaryAndProgram(e,t){if(e.length!==t.length)throw Error("Binary was compiled with "+e.length+" inputs, but was executed with "+t.length+" inputs");e.forEach(function(e,r){var n=e.logicalShape,a=t[r],o=a.shape;if(!arraysEqual(n,o))throw Error("Binary was compiled with different shapes than the current args. Shapes "+n+" and "+o+" must match");if(!e.isUniform||!a.isUniform){var i=e.texShape,s=a.isUniform?null:a.texData.texShape;if(!arraysEqual(i,s))throw Error("Binary was compiled with different texture shapes than the current args. Shape "+i+" and "+s+" must match")}})}function runProgram(e,t,r,n){validateBinaryAndProgram(e.inShapeInfos,t),validateBinaryAndProgram([e.outShapeInfo],[r]);var a=r.texData.texture,o=r.texData.texShape,i=e.gpgpu;r.texData.isPacked?i.setOutputPackedMatrixTexture(a,o[0],o[1]):i.setOutputMatrixTexture(a,o[0],o[1]),i.setProgram(e.webGLProgram),t.forEach(function(t,r){var n=e.program.variableNames[r],a=e.uniformLocations[n];if(null!=a){if(t.isUniform){if(1===sizeFromShape(t.shape))i.gl.uniform1f(a,t.uniformValues[0]);else{var o=t.uniformValues;o instanceof Float32Array||(o=new Float32Array(o)),i.gl.uniform1fv(a,o)}return}var s=t.texData.texture;i.setInputMatrixTexture(s,a,r)}}),null!=n&&n(i,e.webGLProgram),i.executeProgram()}function makeShaderKey(e,t,r){var n="";t.concat(r).forEach(function(e){n+=e.shape+"_"+(e.isUniform?"uniform":e.texData.texShape)});var a=e.userCode,o=(!0===e.supportsBroadcasting).toString();return e.constructor.name+"_"+o+"_"+n+"_"+a}var Im2ColProgram=function(e,t,r){this.variableNames=["A"],this.outputShape=e;var n=r.filterWidth,a=r.inChannels,o=r.strideWidth,i=r.strideHeight,s=r.padInfo,u=r.outWidth,l=r.dilationWidth,p=r.dilationHeight,c=s.left,d=s.top,h=a*n;this.userCode="\n      void main() {\n        ivec2 rc = getOutputCoords();\n\n        vec4 result = vec4(0);\n\n        for(int row=0; row<=1; row++) {\n          for(int col=0; col<=1; col++) {\n            int blockIndex = rc.y + col;\n            int pos = rc.x + row;\n\n            if(blockIndex >= "+e[1]+" || pos >= "+e[0]+") continue;\n\n            int offsetY = int(blockIndex / ("+u+")) * "+i+" - "+d+";\n            int d0 = offsetY + "+p+" * (pos / "+h+");\n\n            if(d0 >= "+t[0]+" || d0 < 0) continue;\n\n            int offsetX = int(mod(float(blockIndex), "+u+".) * "+o+". - "+c+".);\n            int d1 = offsetX + "+l+" * (int(mod(float(pos), "+h+".) / "+a+".));\n\n            if(d1 >= "+t[1]+" || d1 < 0) continue;\n\n            result[row * 2 + col] = getA(d0, d1, int(mod(float(pos), "+a+".)));\n          }\n        }\n\n        gl_FragColor = result;\n      }\n    "},LRNProgram=function(e,t,r,n,a){this.variableNames=["x"],this.outputShape=[];var o,i=t,s=e[3]-1;this.outputShape=e;var u="float("+r+") + float("+n+") * sum";o=.5===a?"inversesqrt("+u+")":1===a?"1.0/("+u+")":"exp(log("+u+") * float(-"+a+"));",this.userCode="\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int r = coords[1];\n        int c = coords[2];\n        int d = coords[3];\n        float x = getX(b, r, c, d);\n        float sum = 0.0;\n        for (int j = -"+i+"; j <= "+i+"; j++) {\n          int idx = d + j;\n          if (idx >= 0 && idx <=  "+s+") {\n            float z = getX(b, r, c, idx);\n            sum += z * z;\n          }\n        }\n        float val = x * "+o+";\n        setOutput(val);\n      }\n    "},LRNGradProgram=function(e,t,r,n,a){this.variableNames=["inputImage","outputImage","dy"],this.outputShape=[],this.outputShape=e,this.depth=e[3],this.depthRadius=t,this.bias=r,this.alpha=n,this.beta=a,this.userCode="\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int r = coords[1];\n        int c = coords[2];\n\n        float result = 0.0;\n        for (int d = 0; d < "+this.depth+"; ++d) {\n          int depthBegin = int(max(0.0, float(d - "+t+")));\n          int depthEnd = int(min(float("+this.depth+"),\n              float(d + "+t+" + 1)));\n\n          const int MIN_DEPTH_BEGIN = 0;\n          const int MAX_DEPTH_END = "+this.depth+";\n\n          float norm = 0.0;\n          for (int k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; ++k) {\n            if (k < depthBegin){\n              continue;\n            }\n            else if (k >= depthBegin && k < depthEnd) {\n              norm += getInputImage(b, r, c, k) * getInputImage(b, r, c, k);\n            }\n            else {\n              break;\n            }\n          }\n\n          norm = float("+n+") * norm + float("+r+");\n\n          for(int k = MIN_DEPTH_BEGIN; k < MAX_DEPTH_END; ++k){\n            if (k < depthBegin){\n              continue;\n            }\n            else if (k >= depthBegin && k < depthEnd){\n              float dyi = -2.0 * float("+n+")\n                * float("+a+")\n                * getInputImage(b ,r ,c, k) * getOutputImage(b, r, c, d)\n                / norm;\n              if (k == d) {\n                dyi += pow(norm, -1.0 * "+a+");\n              }\n              if (k == coords[3]) {\n                dyi *= getDy(b, r, c, d);\n                result += dyi;\n              }\n            }\n            else {\n              break;\n            }\n          }\n      }\n      setOutput(result);\n      }\n    "},MaxPool2DBackpropProgram=function(e){this.variableNames=["dy","maxPos"],this.outputShape=e.inShape;var t=e.strideHeight,r=e.strideWidth,n=e.dilationHeight,a=e.effectiveFilterHeight,o=e.effectiveFilterWidth,i=a-1-e.padInfo.top,s=o-1-e.padInfo.left,u=a*o-1;this.userCode="\n      const ivec2 pads = ivec2("+i+", "+s+");\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int d = coords[3];\n\n        ivec2 dyRCCorner = coords.yz - pads;\n        int dyRCorner = dyRCCorner.x;\n        int dyCCorner = dyRCCorner.y;\n\n        // Convolve dy(?, ?, d) with pos mask(:, :, d) to get dx(xR, xC, d).\n        // ? = to be determined. : = across all values in that axis.\n        float dotProd = 0.0;\n        for (int wR = 0; wR < "+a+";\n          wR += "+n+") {\n          float dyR = float(dyRCorner + wR) / "+t+".0;\n\n          if (dyR < 0.0 || dyR >= "+e.outHeight+".0 || fract(dyR) > 0.0) {\n            continue;\n          }\n          int idyR = int(dyR);\n\n          for (int wC = 0; wC < "+o+"; wC++) {\n            float dyC = float(dyCCorner + wC) / "+r+".0;\n\n            if (dyC < 0.0 || dyC >= "+e.outWidth+".0 ||\n                fract(dyC) > 0.0) {\n              continue;\n            }\n            int idyC = int(dyC);\n\n            float dyValue = getDy(b, idyR, idyC, d);\n            int maxPosValue = "+u+" - int(getMaxPos(b, idyR, idyC, d));\n\n            // Get the current value, check it against the value from the\n            // position matrix.\n            int curPosValue = wR * "+o+" + wC;\n            float mask = float(maxPosValue == curPosValue ? 1.0 : 0.0);\n\n            dotProd += dyValue * mask;\n          }\n        }\n        setOutput(dotProd);\n      }\n    "},MatMulProgram=function(e,t,r,n){void 0===r&&(r=!1),void 0===n&&(n=!1),this.variableNames=["matrixA","matrixB"];var a=e[0],o=r?e[2]:e[1],i=n?t[1]:t[2],s=r?e[1]:e[2];this.outputShape=[a,o,i];var u=function(e,t){return r?"batch, "+t+" + "+e+", aRow":"batch, aRow, "+t+" + "+e},l=function(e,t){return n?"batch, bCol, "+t+" + "+e:"batch, "+t+" + "+e+", bCol"},p=4*Math.floor(s/4),c=s%4;this.userCode=" float dotARowBCol(int batch, int aRow, int bCol) {\n      float result = 0.0;\n      for (int i = 0; i < "+p+"; i += 4) {\n        vec4 a = vec4(\n          getMatrixA("+u(0,"i")+"),\n          getMatrixA("+u(1,"i")+"),\n          getMatrixA("+u(2,"i")+"),\n          getMatrixA("+u(3,"i")+")\n        );\n        vec4 b = vec4(\n          getMatrixB("+l(0,"i")+"),\n          getMatrixB("+l(1,"i")+"),\n          getMatrixB("+l(2,"i")+"),\n          getMatrixB("+l(3,"i")+")\n        );\n\n        result += dot(a, b);\n      }\n\n      if ("+(1===c)+") {\n        result += getMatrixA("+u(0,p)+") *\n          getMatrixB("+l(0,p)+");\n      } else if ("+(2===c)+") {\n        vec2 a = vec2(\n          getMatrixA("+u(0,p)+"),\n          getMatrixA("+u(1,p)+")\n        );\n        vec2 b = vec2(\n          getMatrixB("+l(0,p)+"),\n          getMatrixB("+l(1,p)+")\n        );\n        result += dot(a, b);\n      } else if ("+(3===c)+") {\n        vec3 a = vec3(\n          getMatrixA("+u(0,p)+"),\n          getMatrixA("+u(1,p)+"),\n          getMatrixA("+u(2,p)+")\n        );\n        vec3 b = vec3(\n          getMatrixB("+l(0,p)+"),\n          getMatrixB("+l(1,p)+"),\n          getMatrixB("+l(2,p)+")\n        );\n        result += dot(a, b);\n      }\n\n      return result;\n    }\n\n    void main() {\n      ivec3 resBRC = getOutputCoords();\n      setOutput(dotARowBCol(resBRC.x, resBRC.y, resBRC.z));\n    }\n    "},MatMulPackedProgram=function(e,t,r,n,a){void 0===n&&(n=!1),void 0===a&&(a=!1),this.variableNames=["matrixA","matrixB"],this.usesPackedTextures=!0,this.outputShape=r;var o=n?e[0]:e[1],i=Math.ceil(o/2),s=n?"i * 2, rc.x":"rc.x, i * 2",u=a?"rc.y, i * 2":"i * 2, rc.y",l=n?["a.xxyy","a.zzww"]:["a.xxzz","a.yyww"],p=a?["b.xzxz","b.ywyw"]:["b.xyxy","b.zwzw"];this.userCode="\n      const float sharedDimension = "+i+".0;\n\n      vec4 dot2x2ARowBCol(ivec2 rc) {\n        vec4 result = vec4(0);\n        for (int i = 0; i < "+i+"; i++) {\n          vec4 a = getMatrixA("+s+");\n          vec4 b = getMatrixB("+u+");\n\n          result += ("+l[0]+" * "+p[0]+") + ("+l[1]+" * "+p[1]+");\n        }\n        return result;\n      }\n\n      void main() {\n        ivec2 rc = getOutputCoords();\n        setOutput(dot2x2ARowBCol(rc));\n      }\n    "},MultinomialProgram=function(){function e(e,t,r){this.variableNames=["probs"],this.outputShape=[e,r],this.userCode="\n      uniform float seed;\n\n      void main() {\n        ivec2 coords = getOutputCoords();\n        int batch = coords[0];\n\n        float r = random(seed);\n        float cdf = 0.0;\n\n        for (int i = 0; i < "+(t-1)+"; i++) {\n          cdf += getProbs(batch, i);\n\n          if (r < cdf) {\n            setOutput(float(i));\n            return;\n          }\n        }\n\n        // If no other event happened, last event happened.\n        setOutput(float("+(t-1)+"));\n      }\n    "}return e.prototype.getCustomSetupFunc=function(e){var t=this;return function(r,n){null==t.seedLoc&&(t.seedLoc=r.getUniformLocation(n,"seed")),r.gl.uniform1f(t.seedLoc,e)}},e}(),OneHotProgram=function(e,t,r,n){this.variableNames=["indices"],this.outputShape=[e,t],this.userCode="\n      void main() {\n        ivec2 coords = getOutputCoords();\n        int index = round(getIndices(coords.x));\n        setOutput(mix(float("+n+"), float("+r+"),\n                      float(index == coords.y)));\n      }\n    "};function getVecChannels(e,t){return["x","y","z","w","u","v"].slice(0,t).map(function(t){return e+"."+t})}function getChannels(e,t){return 1===t?[e]:getVecChannels(e,t)}function getSourceCoords$1(e,t){if(1===e)return"rc";for(var r="",n=0;n<e;n++)r+=t[n],n<e-1&&(r+=",");return r}var PackProgram=function(e){this.variableNames=["A"],this.isPackShader=!0,this.outputShape=e;var t=e.length;if(0===t)this.userCode="\n        void main() {\n          setOutput(vec4(getA(), 0., 0., 0.));\n        }\n      ";else{var r=getChannels("rc",t),n=getCoordsDataType(t),a=getOutOfBoundsCondition(t,e,r),o=getSetup(t,e[e.length-1],e[e.length-2],r),i=getOutput(e,r);this.userCode="\n        void main() {\n          "+n+" rc = getOutputCoords();\n\n          if("+a+") {\n            setOutput(vec4(0));\n          } else {\n            "+o+"\n\n            setOutput(vec4("+i+"));\n          }\n        }\n      "}};function getSourceCoordsArr(e,t){for(var r=[],n=0;n<=1;n++)for(var a=0;a<=1;a++){for(var o=(0===n?"r":"rp1")+", "+(0===a?"c":"cp1"),i=2;i<e;i++)o=t[t.length-1-i]+","+o;r.push(o)}return r}function getOutOfBoundsCondition(e,t,r){if(1===e)return"rc > "+t[0];for(var n="",a=e-2;a<e;a++)n+=r[a]+" >= "+t[a],a<e-1&&(n+="||");return n}function getSetup(e,t,r,n){if(1===e)return"";var a=n.slice(-2);return"\n    int r = "+a[0]+";\n    int c = "+a[1]+";\n    int rp1 = r + 1;\n    int cp1 = c + 1;\n\n    bool cEdge = cp1 >= "+t+";\n    bool rEdge = rp1 >= "+r+";\n  "}function getOutput(e,t){var r=e.length,n=getSourceCoordsArr(r,t);return 1===r?"getA(rc),\n            rc + 1 >= "+e[0]+" ? 0. : getA(rc + 1),\n            0, 0":"getA("+n[0]+"),\n          cEdge ? 0. : getA("+n[1]+"),\n          rEdge ? 0. : getA("+n[2]+"),\n          rEdge || cEdge ? 0. : getA("+n[3]+")"}var PadProgram=function(e,t,r){this.variableNames=["x"],this.outputShape=t.map(function(t,r){return t[0]+e[r]+t[1]});var n=e.length,a=getCoordsDataType(n),o=t.map(function(e){return e[0]}).join(","),i=t.map(function(t,r){return t[0]+e[r]}).join(","),s=["coords[0]","coords[1]","coords[2]","coords[3]"].slice(0,n);this.userCode=1!==n?"\n      "+a+" start = "+a+"("+o+");\n      "+a+" end = "+a+"("+i+");\n\n      void main() {\n        "+a+" outC = getOutputCoords();\n        if (any(lessThan(outC, start)) || any(greaterThanEqual(outC, end))) {\n          setOutput(float("+r+"));\n        } else {\n          "+a+" coords = outC - start;\n          setOutput(getX("+s+"));\n        }\n      }\n    ":"\n        int start = "+o+";\n        int end = "+i+";\n\n        void main() {\n          int outC = getOutputCoords();\n          if (outC < start || outC >= end) {\n            setOutput(float("+r+"));\n          } else {\n            setOutput(getX(outC - start));\n          }\n        }\n      "},Pool2DProgram=function(e,t,r){if(this.variableNames=["x"],"avg"===t&&r)throw new Error("Cannot compute positions for average pool.");var n=e.filterWidth,a=e.strideHeight,o=e.strideWidth,i=e.dilationHeight,s=e.dilationWidth,u=e.effectiveFilterHeight,l=e.effectiveFilterWidth,p=e.padInfo.top,c=e.padInfo.left;this.outputShape=e.outShape;var d="avg"===t,h="0.0";if(d||(h="-1.0 / 0.0"),r)this.userCode="\n        const ivec2 strides = ivec2("+a+", "+o+");\n        const ivec2 pads = ivec2("+p+", "+c+");\n\n        void main() {\n          ivec4 coords = getOutputCoords();\n          int batch = coords[0];\n          int d = coords[3];\n\n          ivec2 xRCCorner = coords.yz * strides - pads;\n          int xRCorner = xRCCorner.x;\n          int xCCorner = xRCCorner.y;\n\n          // max/min x(?, ?, d) to get y(yR, yC, d).\n          // ? = to be determined\n          float minMaxValue = 0.0;\n          float minMaxValueFound = 0.0;\n          int minMaxPosition = 0;\n          float avgValue = 0.0;\n\n          for (int wR = 0; wR < "+u+";\n              wR += "+i+") {\n            int xR = xRCorner + wR;\n\n            if (xR < 0 || xR >= "+e.inHeight+") {\n              continue;\n            }\n\n            for (int wC = 0; wC < "+l+";\n                wC += "+s+") {\n              int xC = xCCorner + wC;\n\n              if (xC < 0 || xC >= "+e.inWidth+") {\n                continue;\n              }\n\n              float value = getX(batch, xR, xC, d);\n\n              // If a min / max value has already been found, use it. If not,\n              // use the current value.\n              float currMinMaxValue = mix(\n                  value, minMaxValue, minMaxValueFound);\n              if (value >= currMinMaxValue) {\n                minMaxValue = value;\n                minMaxValueFound = 1.0;\n                minMaxPosition = wR * "+l+" + wC;\n              }\n            }\n          }\n          setOutput(float(minMaxPosition));\n        }\n      ";else{var f=t+"("+t+"("+t+"(minMaxValue[0], minMaxValue[1]), minMaxValue[2]), minMaxValue[3])";"avg"===t&&(f="avgValue / count");var m=4*Math.floor(n/4),g=n%4,y="\n      if ("+d+") {\n        avgValue += dot(values, ones);\n      } else {\n        minMaxValue = max(values, minMaxValue);\n      }\n    ";this.userCode="\n      const ivec2 strides = ivec2("+a+", "+o+");\n      const ivec2 pads = ivec2("+p+", "+c+");\n      const float initializationValue = "+h+";\n      const vec4 ones = vec4(1.0, 1.0, 1.0, 1.0);\n\n      float count = 0.0;\n\n      float getValue(int batch, int xR, int xC, int d) {\n        if (xC < 0 || xC >= "+e.inWidth+") {\n          return initializationValue;\n        }\n        count += 1.0;\n        return getX(batch, xR, xC, d);\n      }\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int batch = coords[0];\n        int d = coords[3];\n\n        ivec2 xRCCorner = coords.yz * strides - pads;\n        int xRCorner = xRCCorner.x;\n        int xCCorner = xRCCorner.y;\n\n        // max/min x(?, ?, d) to get y(yR, yC, d).\n        // ? = to be determined\n        vec4 minMaxValue = vec4("+h+");\n        float avgValue = 0.0;\n        count = 0.0;\n\n        for (int wR = 0; wR < "+u+";\n            wR += "+i+") {\n          int xR = xRCorner + wR;\n\n          if (xR < 0 || xR >= "+e.inHeight+") {\n            continue;\n          }\n\n          for (int wC = 0; wC < "+m+"; wC += 4) {\n            int xC = xCCorner + wC * "+s+";\n\n            vec4 values = vec4(\n              getValue(batch, xR, xC, d),\n              getValue(batch, xR, xC + "+s+", d),\n              getValue(batch, xR, xC + 2 * "+s+", d),\n              getValue(batch, xR, xC + 3 * "+s+", d)\n            );\n\n            "+y+"\n          }\n\n          int xC = xCCorner + "+m+";\n          if ("+(1===g)+") {\n            vec4 values = vec4(\n              getValue(batch, xR, xC, d),\n              initializationValue,\n              initializationValue,\n              initializationValue\n            );\n\n            "+y+"\n          } else if ("+(2===g)+") {\n            vec4 values = vec4(\n              getValue(batch, xR, xC, d),\n              getValue(batch, xR, xC + "+s+", d),\n              initializationValue,\n              initializationValue\n            );\n\n            "+y+"\n          } else if ("+(3===g)+") {\n            vec4 values = vec4(\n              getValue(batch, xR, xC, d),\n              getValue(batch, xR, xC + "+s+", d),\n              getValue(batch, xR, xC + 2 * "+s+", d),\n              initializationValue\n            );\n\n            "+y+"\n          }\n        }\n        setOutput("+f+");\n      }\n    "}},ReduceProgram=function(e,t){this.variableNames=["x"];var r=e.windowSize,n=e.batchSize,a=e.inSize,o=Math.ceil(a/r);this.outputShape=[n,o];var i="0.0",s="";"prod"===t?i="1.0":"min"===t?(i="1.0 / 0.0",s="min"):"max"===t&&(i="-1.0 / 0.0",s="max");var u=t+"("+t+"("+t+"(minMaxValue[0], minMaxValue[1]), minMaxValue[2]), minMaxValue[3])";"sum"===t?u="sumValue":"prod"===t?u="prodValue":"all"===t?u="allValue":"any"===t&&(u="anyValue");var l=4*Math.floor(r/4),p=r%4,c="\n      if ("+("sum"===t)+") {\n        sumValue += dot(values, ones);\n      } else if ("+("prod"===t)+") {\n        vec2 tmp = vec2(values[0], values[1]) * vec2(values[2], values[3]);\n        prodValue *= tmp[0] * tmp[1];\n      } else {\n        minMaxValue = "+s+"(values, minMaxValue);\n      }\n    ",d="vec4";"all"===t?(i="1.0",c="\n        bool reducedAllValue = all(values);\n        float floatedReducedAllValue = float(reducedAllValue);\n        allValue = float(allValue >= 1.0 && floatedReducedAllValue >= 1.0);\n      ",d="bvec4"):"any"===t&&(i="0.0",c="\n        bool reducedAnyValue = any(values);\n        float floatedReducedAnyValue = float(reducedAnyValue);\n        anyValue = float(anyValue >= 1.0 || floatedReducedAnyValue >= 1.0);\n      ",d="bvec4");var h="";a%r>0&&(h="\n        if (inIdx < 0 || inIdx >= "+a+") {\n          return initializationValue;\n        }\n      "),this.userCode="\n      const float initializationValue = "+i+";\n      const vec4 ones = vec4(1.0, 1.0, 1.0, 1.0);\n\n      float getValue(int batch, int inIdx) {\n        "+h+"\n        return getX(batch, inIdx);\n      }\n\n      void main() {\n        ivec2 coords = getOutputCoords();\n        int batch = coords[0];\n        int outIdx = coords[1];\n        int inOffset = outIdx * "+r+";\n\n        vec4 minMaxValue = vec4("+i+");\n        float prodValue = 1.0;\n        float sumValue = 0.0;\n        float allValue = 1.0;\n        float anyValue = 0.0;\n\n        for (int i = 0; i < "+l+"; i += 4) {\n          int inIdx = inOffset + i;\n          "+d+" values = "+d+"(\n            getValue(batch, inIdx),\n            getValue(batch, inIdx + 1),\n            getValue(batch, inIdx + 2),\n            getValue(batch, inIdx + 3)\n          );\n\n          "+c+"\n        }\n\n        int inIdx = inOffset + "+l+";\n        if ("+(1===p)+") {\n          "+d+" values = "+d+"(\n            getValue(batch, inIdx),\n            initializationValue,\n            initializationValue,\n            initializationValue\n          );\n\n          "+c+"\n        } else if ("+(2===p)+") {\n          "+d+" values = "+d+"(\n            getValue(batch, inIdx),\n            getValue(batch, inIdx + 1),\n            initializationValue,\n            initializationValue\n          );\n\n          "+c+"\n        } else if ("+(3===p)+") {\n          "+d+" values = "+d+"(\n            getValue(batch, inIdx),\n            getValue(batch, inIdx + 1),\n            getValue(batch, inIdx + 2),\n            initializationValue\n          );\n\n          "+c+"\n        }\n        setOutput("+u+");\n      }\n    "},ReshapePackedProgram=function(e,t){this.variableNames=["A"],this.usesPackedTextures=!0,this.outputShape=e;for(var r="",n=0;n<4;n++){var a="thisRC = rc;";n%2==1&&(a+="thisRC.z += 1;"),n>1&&(a+="thisRC.y += 1;"),r+="\n        "+a+"\n        "+(n>0?"if(thisRC.y < rows && thisRC.z < cols){":"")+"\n          int flatIndex = getFlatIndex(thisRC);\n\n          ivec3 inputRC = inputCoordsFromReshapedOutCoords(flatIndex);\n          vec2 inputRCInnerDims = vec2(float(inputRC.y),float(inputRC.z));\n\n          result["+n+"] =\n            getChannel(getA(inputRC.x, inputRC.y, inputRC.z), inputRCInnerDims);\n        "+(n>0?"}":"")+"\n      "}this.userCode="\n      "+getReshapedInputCoords(t)+"\n      "+getFlatIndex(e)+"\n\n      void main() {\n        ivec3 rc = getOutputCoords();\n\n        vec4 result = vec4(0.);\n\n        ivec3 thisRC;\n        int rows = "+e[1]+";\n        int cols = "+e[2]+";\n\n        "+r+"\n\n        setOutput(result);\n      }\n    "};function getFlatIndex(e){return"\n    int getFlatIndex(ivec3 coords) {\n      return round("+dotify(["coords.x","coords.y","coords.z"],computeStrides(e).map(function(e){return e.toString()}).concat(["1."]))+");\n    }\n  "}function getReshapedInputCoords(e){return"\n    ivec3 inputCoordsFromReshapedOutCoords(int index) {\n      "+getLogicalCoordinatesFromFlatIndex(["r","c","d"],e)+"\n      return ivec3(r, c, d);\n    }\n  "}var ResizeBilinearBackpropProgram=function(e,t,r){this.variableNames=["dy"],this.outputShape=[],this.outputShape=t.shape;var n=t.shape,a=n[1],o=n[2],i=e.shape,s=i[1],u=i[2],l=[r&&s>1?a-1:a,r&&u>1?o-1:o],p=[r&&s>1?s-1:s,r&&u>1?u-1:u],c=l[0]/p[0],d=l[1]/p[1],h=1/c,f=1/d,m=2*Math.ceil(h)+2,g=2*Math.ceil(f)+2;this.userCode="\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int d = coords[3];\n        int r = coords[1];\n        int c = coords[2];\n\n        float accumulator = 0.0;\n\n        const float heightScale = float("+c+");\n        const float widthScale = float("+d+");\n\n        const float invHeightScale = float("+h+");\n        const float invWidthScale = float("+f+");\n\n        const int winHeight = int("+m+");\n        const int winWidth = int("+g+");\n\n        // Compute bounds for where in dy we will look\n        float startRLerp = floor(float(r) * invHeightScale);\n        int startDyR = int(startRLerp - float(winHeight / 2));\n\n        float startCLerp = floor(float(c) * invWidthScale);\n        int startDyC = int(startCLerp - float(winWidth / 2));\n\n        // Loop over dy\n        for (int dyROffset = 0; dyROffset < winHeight; dyROffset++) {\n          int dyR = dyROffset + startDyR;\n\n          // Guard against the window exceeding the bounds of dy\n          if (dyR < 0 || dyR >= "+s+") {\n            continue;\n          }\n\n          for (int dyCOffset = 0; dyCOffset < winWidth; dyCOffset++) {\n            int dyC = dyCOffset + startDyC;\n\n            // Guard against the window exceeding the bounds of dy\n            if (dyC < 0 || dyC >= "+u+") {\n              continue;\n            }\n\n            float dxR = float(dyR) * heightScale;\n            int topDxRIndex = int(floor(dxR));\n            int bottomDxRIndex = int(min(ceil(dxR), "+(a-1)+".0));\n            float dxRLerp = dxR - float(topDxRIndex);\n            float inverseDxRLerp = 1.0 - dxRLerp;\n\n            float dxC = float(dyC) * widthScale;\n            int leftDxCIndex = int(floor(dxC));\n            int rightDxCIndex = int(min(ceil(dxC), "+(o-1)+".0));\n            float dxCLerp = dxC - float(leftDxCIndex);\n            float inverseDxCLerp = 1.0 - dxCLerp;\n\n            if (r == topDxRIndex && c == leftDxCIndex) {\n              // topLeft\n              accumulator +=\n                getDy(b, dyR, dyC, d) * inverseDxRLerp * inverseDxCLerp;\n            }\n\n            if (r == topDxRIndex && c == rightDxCIndex) {\n              // topRight\n              accumulator += getDy(b, dyR, dyC, d) * inverseDxRLerp * dxCLerp;\n            }\n\n            if (r == bottomDxRIndex && c == leftDxCIndex) {\n              // bottomLeft\n              accumulator += getDy(b, dyR, dyC, d) * dxRLerp * inverseDxCLerp;\n            }\n\n            if (r == bottomDxRIndex && c == rightDxCIndex) {\n              // bottomRight\n              accumulator += getDy(b, dyR, dyC, d) * dxRLerp * dxCLerp;\n            }\n          }\n        }\n        // End loop over dy\n\n        setOutput(accumulator);\n      }\n    "},ResizeBilinearProgram=function(e,t,r,n){this.variableNames=["A"],this.outputShape=[];var a=e[0],o=e[1],i=e[2],s=e[3];this.outputShape=[a,t,r,s];var u=[n&&t>1?o-1:o,n&&r>1?i-1:i],l=[n&&t>1?t-1:t,n&&r>1?r-1:r];this.userCode="\n      const vec2 effectiveInputOverOutputRatioRC = vec2(\n          "+u[0]/l[0]+",\n          "+u[1]/l[1]+");\n      const vec2 inputShapeRC = vec2("+o+".0, "+i+".0);\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int d = coords[3];\n        ivec2 yRC = coords.yz;\n\n        // Fractional source index.\n        vec2 sourceFracIndexRC = vec2(yRC) * effectiveInputOverOutputRatioRC;\n\n        // Compute the four integer indices.\n        ivec2 sourceFloorRC = ivec2(sourceFracIndexRC);\n        ivec2 sourceCeilRC = ivec2(\n          min(inputShapeRC - 1.0, ceil(sourceFracIndexRC)));\n\n        float topLeft = getA(b, sourceFloorRC.x, sourceFloorRC.y, d);\n        float bottomLeft = getA(b, sourceCeilRC.x, sourceFloorRC.y, d);\n        float topRight = getA(b, sourceFloorRC.x, sourceCeilRC.y, d);\n        float bottomRight = getA(b, sourceCeilRC.x, sourceCeilRC.y, d);\n\n        vec2 fracRC = sourceFracIndexRC - vec2(sourceFloorRC);\n\n        float top = topLeft + (topRight - topLeft) * fracRC.y;\n        float bottom = bottomLeft + (bottomRight - bottomLeft) * fracRC.y;\n        float newValue = top + (bottom - top) * fracRC.x;\n\n        setOutput(newValue);\n      }\n    "},ResizeNearestNeigborBackpropProgram=function(e,t,r){this.variableNames=["dy"],this.outputShape=[],this.outputShape=t.shape;var n=t.shape,a=n[1],o=n[2],i=e.shape,s=i[1],u=i[2],l=[r&&s>1?a-1:a,r&&u>1?o-1:o],p=[r&&s>1?s-1:s,r&&u>1?u-1:u],c=l[0]/p[0],d=l[1]/p[1],h=1/c,f=1/d,m=2*Math.ceil(h)+2,g=2*Math.ceil(f)+2;this.userCode="\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int d = coords[3];\n        int r = coords[1];\n        int c = coords[2];\n\n        float accumulator = 0.0;\n\n        const float heightScale = float("+c+");\n        const float widthScale = float("+d+");\n\n        const float invHeightScale = float("+h+");\n        const float invWidthScale = float("+f+");\n\n        const int winHeight = int("+m+");\n        const int winWidth = int("+g+");\n\n        // Compute bounds for where in dy we will look\n        float startRLerp = floor(float(r) * invHeightScale);\n        int startDyR = int(floor(startRLerp - float(winHeight / 2)));\n\n        float startCLerp = floor(float(c) * invWidthScale);\n        int startDyC = int(floor(startCLerp - float(winWidth / 2)));\n\n        // Loop over dy\n        for (int dyROffset = 0; dyROffset < winHeight; dyROffset++) {\n          int dyR = dyROffset + startDyR;\n\n          // Guard against the window exceeding the bounds of dy\n          if (dyR < 0 || dyR >= "+s+") {\n            continue;\n          }\n\n          for (int dyCOffset = 0; dyCOffset < winWidth; dyCOffset++) {\n            int dyC = dyCOffset + startDyC;\n\n            // Guard against the window exceeding the bounds of dy\n            if (dyC < 0 || dyC >= "+u+") {\n              continue;\n            }\n\n            float sourceFracRow =\n              float("+l[0]+") *\n                (float(dyR) / float("+p[0]+"));\n\n            float sourceFracCol =\n                float("+l[1]+") *\n                  (float(dyC) / float("+p[1]+"));\n\n            int sourceNearestRow = int(min(\n                float(int("+a+") - 1),\n                "+r+" ? float(round(sourceFracRow)) :\n                                  float(floor(sourceFracRow))));\n\n            int sourceNearestCol = int(min(\n                float(int("+o+") - 1),\n                "+r+" ? float(round(sourceFracCol)) :\n                                  float(floor(sourceFracCol))));\n\n            if (r == sourceNearestRow && c == sourceNearestCol) {\n              accumulator += getDy(b, dyR, dyC, d);\n            }\n          }\n        }\n        // End loop over dy\n\n        setOutput(accumulator);\n      }\n    "},ResizeNearestNeighborProgram=function(e,t,r,n){this.variableNames=["A"],this.outputShape=[];var a=e[0],o=e[1],i=e[2],s=e[3];this.outputShape=[a,t,r,s];var u=[n&&t>1?o-1:o,n&&r>1?i-1:i],l=[n&&t>1?t-1:t,n&&r>1?r-1:r],p=n?"0.5":"0.0";this.userCode="\n      const vec2 effectiveInputOverOutputRatioRC = vec2(\n          "+u[0]/l[0]+",\n          "+u[1]/l[1]+");\n      const vec2 inputShapeRC = vec2("+o+".0, "+i+".0);\n\n      void main() {\n        ivec4 coords = getOutputCoords();\n        int b = coords[0];\n        int d = coords[3];\n        ivec2 yRC = coords.yz;\n\n        // Fractional source index.\n        vec2 sourceFracIndexRC = vec2(yRC) * effectiveInputOverOutputRatioRC;\n\n        // Compute the coordinators of nearest neighbor point.\n        ivec2 sourceNearestRC = ivec2(\n          min(inputShapeRC - 1.0, floor(sourceFracIndexRC + "+p+")));\n\n        float newValue = getA(b, sourceNearestRC.x, sourceNearestRC.y, d);\n\n        setOutput(newValue);\n      }\n    "},ReverseProgram=function(e,t){this.variableNames=["x"];var r=e.length;if(r>4)throw new Error("WebGL backend: Reverse of rank-"+r+" tensor is not yet supported");if(this.outputShape=e,1!==r){var n=e.map(function(r,n){return function(r){return-1!==t.indexOf(r)&&1!==e[r]?e[r]+" - coords["+r+"] - 1":"coords["+r+"]"}(n)}).join(","),a=getCoordsDataType(r);this.userCode="\n      void main() {\n        "+a+" coords = getOutputCoords();\n        setOutput(getX("+n+"));\n      }\n    "}else this.userCode="\n        void main() {\n          int coord = getOutputCoords();\n          setOutput(getX("+e[0]+" - coord - 1));\n        }\n      "},ScatterProgram=function(e,t,r,n,a,o,i){void 0===i&&(i=!0),this.variableNames=["updates","indices","defaultValue"],this.outputShape=o;var s=getCoordsDataType(a.length),u=getCoordsDataType(o.length),l="";1===r?l="i":2===r&&(l="i, j");var p="getIndices("+l+")",c="";1===n?c="i":2===n&&(c="i, coords[1]");var d="getUpdates("+c+")",h=t>1?"strides[j]":"strides";this.userCode="\n        "+s+" strides = "+s+"("+a+");\n\n        void main() {\n          "+u+" coords = getOutputCoords();\n          float sum = 0.0;\n          bool found = false;\n          for (int i = 0; i < "+e+"; i++) {\n            int flattenedIndex = 0;\n            for (int j = 0; j < "+t+"; j++) {\n              int index = round("+p+");\n              flattenedIndex += index * "+h+";\n            }\n            if (flattenedIndex == coords[0]) {\n              sum += "+d+";\n              found = true;\n            }\n          }\n          setOutput(mix(getDefaultValue(), sum, float(found)));\n        }\n      "},SegmentOpProgram=function(e,t){this.variableNames=["x","segmentIds"];var r=e.windowSize,n=e.batchSize,a=e.inSize,o=e.numSegments,i=o*Math.ceil(a/r);this.outputShape=[n,i];var s=4*Math.floor(r/4),u=r%4,l="\n        sumValue += dot(values, filter);\n    ",p="";a%r>0&&(p="\n        if (inIdx < 0 || inIdx >= "+a+") {\n          return initializationValue;\n        }\n      ");var c="";a%r>0&&(c="\n        if (inIdx < 0 || inIdx >= "+a+") {\n          return -1.0;\n        }\n      "),this.userCode="\n      const float initializationValue = 0.0;\n\n      float getValue(int batch, int inIdx) {\n        "+p+"\n        return getX(batch, inIdx);\n      }\n\n      float getSegmentIdAtIndex(int inIdx) {\n        "+c+"\n        return getSegmentIds(inIdx);\n      }\n\n      void main() {\n        ivec2 coords = getOutputCoords();\n        int batch = coords[0];\n        int outIdx = coords[1];\n        int inOffset = int(floor(float(outIdx) / float(\n          "+o+")) * float("+r+"));\n        int currentSeg = int(mod(float(outIdx), float("+o+")));\n\n        float sumValue = 0.0;\n\n        for (int i = 0; i < "+s+"; i += 4) {\n          int inIdx = inOffset + i;\n          vec4 values = vec4(\n            getValue(batch, inIdx),\n            getValue(batch, inIdx + 1),\n            getValue(batch, inIdx + 2),\n            getValue(batch, inIdx + 3)\n          );\n\n          vec4 filter = vec4(\n            int(getSegmentIdAtIndex(inIdx)) == currentSeg ? 1 : 0,\n            int(getSegmentIdAtIndex(inIdx + 1)) == currentSeg ? 1 : 0,\n            int(getSegmentIdAtIndex(inIdx + 2)) == currentSeg ? 1 : 0,\n            int(getSegmentIdAtIndex(inIdx + 3)) == currentSeg ? 1 : 0\n          );\n\n          "+l+"\n        }\n\n        int inIdx = inOffset + "+s+";\n        if ("+(1===u)+") {\n          vec4 values = vec4(\n            getValue(batch, inIdx),\n            initializationValue,\n            initializationValue,\n            initializationValue\n          );\n\n          int inIdxSeg = int(getSegmentIdAtIndex(inIdx));\n\n          vec4 filter = vec4(\n            int(getSegmentIdAtIndex(inIdx)) == currentSeg ? 1 : 0,\n            0,\n            0,\n            0\n          );\n\n          "+l+"\n        } else if ("+(2===u)+") {\n          vec4 values = vec4(\n            getValue(batch, inIdx),\n            getValue(batch, inIdx + 1),\n            initializationValue,\n            initializationValue\n          );\n\n          vec4 filter = vec4(\n            int(getSegmentIdAtIndex(inIdx)) == currentSeg ? 1 : 0,\n            int(getSegmentIdAtIndex(inIdx + 1)) == currentSeg ? 1 : 0,\n              0,\n              0\n          );\n\n          "+l+"\n        } else if ("+(3===u)+") {\n          vec4 values = vec4(\n            getValue(batch, inIdx),\n            getValue(batch, inIdx + 1),\n            getValue(batch, inIdx + 2),\n            initializationValue\n          );\n\n          vec4 filter = vec4(\n            int(getSegmentIdAtIndex(inIdx)) == currentSeg ? 1 : 0,\n            int(getSegmentIdAtIndex(inIdx + 1)) == currentSeg ? 1 : 0,\n            int(getSegmentIdAtIndex(inIdx + 2)) == currentSeg ? 1 : 0,\n            0\n          );\n\n          "+l+"\n        }\n        setOutput(sumValue);\n      }\n    "},SelectProgram=function(e,t,r){var n,a;if(this.variableNames=["c","a","b"],this.outputShape=t,r>4)throw Error("Where for rank "+r+" is not yet supported");if(1===r)a="resRC",n="resRC";else{for(var o=["resRC.x","resRC.y","resRC.z","resRC.w"],i=[],s=[],u=0;u<t.length;u++)s.push(""+o[u]),u<e&&i.push(""+o[u]);n=i.join(),a=s.join()}var l=getCoordsDataType(r);this.userCode="\n      void main() {\n        "+l+" resRC = getOutputCoords();\n        float cVal = getC("+n+");\n        if (cVal >= 1.0) {\n          setOutput(getA("+a+"));\n        } else {\n          setOutput(getB("+a+"));\n        }\n      }\n    "},SliceProgram=function(){function e(e){this.variableNames=["source"],this.outputShape=e,this.rank=e.length;var t=getCoordsDataType(this.rank),r=getCoords$1(this.rank);this.userCode="\n      uniform "+t+" start;\n\n      void main() {\n        "+t+" sourceLoc = start + getOutputCoords();\n        setOutput(getSource("+r+"));\n      }\n    "}return e.prototype.getCustomSetupFunc=function(e){var t=this;if(e.length!==this.rank)throw Error("The rank ("+this.rank+") of the program must match the length of start ("+e.length+")");return function(r,n){if(null!=t.startLoc||(t.startLoc=r.getUniformLocationNoThrow(n,"start"),null!=t.startLoc))if(1===t.rank)r.gl.uniform1i(t.startLoc,e[0]);else if(2===t.rank)r.gl.uniform2i(t.startLoc,e[0],e[1]);else if(3===t.rank)r.gl.uniform3i(t.startLoc,e[0],e[1],e[2]);else{if(4!==t.rank)throw Error("Slicing for rank "+t.rank+" is not yet supported");r.gl.uniform4i(t.startLoc,e[0],e[1],e[2],e[3])}}},e}();function getCoords$1(e){if(1===e)return"sourceLoc";if(2===e)return"sourceLoc.x, sourceLoc.y";if(3===e)return"sourceLoc.x, sourceLoc.y, sourceLoc.z";if(4===e)return"sourceLoc.x, sourceLoc.y, sourceLoc.z, sourceLoc.w";throw Error("Slicing for rank "+e+" is not yet supported")}var StridedSliceProgram=function(e,t,r,n){this.variableNames=["x"];var a=r.filter(function(e,t){return-1===n.indexOf(t)});this.outputShape=a;var o=r.length,i=getCoordsDataType(r.length),s=getCoordsDataType(a.length),u="";if(1===o)u="coords * strides + begin";else{var l=0;u=r.map(function(e,t){return-1===n.indexOf(t)?(l++,1===a.length?"coords * strides["+t+"] + begin["+t+"]":"coords["+(l-1)+"] * strides["+t+"] + begin["+t+"]"):"begin["+t+"]"}).join(",")}this.userCode="\n      "+i+" begin = "+i+"("+e+");\n      "+i+" strides = "+i+"("+t+");\n\n      void main() {\n        "+s+" coords = getOutputCoords();\n        setOutput(getX("+u+"));\n      }\n    "},TextureManager=function(){function e(e){this.gpgpu=e,this.numUsedTextures=0,this.numFreeTextures=0,this.freeTextures={},this.logEnabled=!1,this.usedTextures={}}return e.prototype.acquireTexture=function(e,t,r){var n,a=getPhysicalFromLogicalTextureType(t,r),o=getKeyFromTextureShape(e,a,r);if(o in this.freeTextures||(this.freeTextures[o]=[]),o in this.usedTextures||(this.usedTextures[o]=[]),this.freeTextures[o].length>0){this.numFreeTextures--,this.numUsedTextures++,this.log();var i=this.freeTextures[o].shift();return this.usedTextures[o].push(i),i}return this.numUsedTextures++,this.log(),a===PhysicalTextureType.PACKED_2X2_FLOAT32?n=this.gpgpu.createPackedMatrixTexture(e[0],e[1]):a===PhysicalTextureType.PACKED_2X2_FLOAT16?n=this.gpgpu.createFloat16PackedMatrixTexture(e[0],e[1]):a===PhysicalTextureType.UNPACKED_FLOAT32?n=this.gpgpu.createFloat32MatrixTexture(e[0],e[1]):a===PhysicalTextureType.UNPACKED_FLOAT16?n=this.gpgpu.createFloat16MatrixTexture(e[0],e[1]):a===PhysicalTextureType.PACKED_4X1_UNSIGNED_BYTE&&(n=this.gpgpu.createUnsignedBytesMatrixTexture(e[0],e[1])),this.usedTextures[o].push(n),n},e.prototype.releaseTexture=function(e,t,r,n){if(null!=this.freeTextures){var a=getKeyFromTextureShape(t,getPhysicalFromLogicalTextureType(r,n),n);a in this.freeTextures||(this.freeTextures[a]=[]),this.freeTextures[a].push(e),this.numFreeTextures++,this.numUsedTextures--;var o=this.usedTextures[a],i=o.indexOf(e);if(i<0)throw new Error("Cannot release a texture that was never provided by this texture manager");o.splice(i,1),this.log()}},e.prototype.log=function(){if(this.logEnabled){var e=this.numFreeTextures+this.numUsedTextures;console.log("Free/Used",this.numFreeTextures+" / "+this.numUsedTextures,"("+e+")")}},e.prototype.getNumUsedTextures=function(){return this.numUsedTextures},e.prototype.getNumFreeTextures=function(){return this.numFreeTextures},e.prototype.dispose=function(){var e=this;if(null!=this.freeTextures){for(var t in this.freeTextures)this.freeTextures[t].forEach(function(t){e.gpgpu.deleteMatrixTexture(t)});for(var t in this.usedTextures)this.usedTextures[t].forEach(function(t){e.gpgpu.deleteMatrixTexture(t)});this.freeTextures=null,this.usedTextures=null,this.numUsedTextures=0,this.numFreeTextures=0}},e}();function getPhysicalFromLogicalTextureType(e,t){if(e===TextureUsage.UPLOAD)return t?PhysicalTextureType.PACKED_2X2_FLOAT32:PhysicalTextureType.UNPACKED_FLOAT32;if(e===TextureUsage.RENDER||null==e)return t?ENV.get("WEBGL_RENDER_FLOAT32_ENABLED")?PhysicalTextureType.PACKED_2X2_FLOAT32:PhysicalTextureType.PACKED_2X2_FLOAT16:ENV.get("WEBGL_RENDER_FLOAT32_ENABLED")?PhysicalTextureType.UNPACKED_FLOAT32:PhysicalTextureType.UNPACKED_FLOAT16;if(e===TextureUsage.DOWNLOAD||e===TextureUsage.PIXELS)return PhysicalTextureType.PACKED_4X1_UNSIGNED_BYTE;throw new Error("Unknown logical texture type "+e)}function getKeyFromTextureShape(e,t,r){return e[0]+"_"+e[1]+"_"+t+"_"+r}var TileProgram=function(e,t){this.variableNames=["A"];for(var r=new Array(e.length),n=0;n<r.length;n++)r[n]=e[n]*t[n];this.outputShape=r,this.rank=r.length;var a=getCoordsDataType(this.rank),o=getSourceCoords$2(e);this.userCode="\n      void main() {\n        "+a+" resRC = getOutputCoords();\n        setOutput(getA("+o+"));\n      }\n    "};function getSourceCoords$2(e){var t=e.length;if(t>5)throw Error("Tile for rank "+t+" is not yet supported");if(1===t)return"imod(resRC, "+e[0]+")";for(var r=["resRC.x","resRC.y","resRC.z","resRC.w","resRC.u"],n=[],a=0;a<e.length;a++)n.push("imod("+r[a]+", "+e[a]+")");return n.join()}var TransposeProgram=function(e,t){this.variableNames=["A"];for(var r=new Array(e.length),n=0;n<r.length;n++)r[n]=e[t[n]];this.outputShape=r,this.rank=r.length;var a=getCoordsDataType(this.rank),o=getSwitchedCoords(t);this.userCode="\n    void main() {\n      "+a+" resRC = getOutputCoords();\n      setOutput(getA("+o+"));\n    }\n    "};function getSwitchedCoords(e){var t=e.length;if(t>6)throw Error("Transpose for rank "+t+" is not yet supported");for(var r=["resRC.x","resRC.y","resRC.z","resRC.w","resRC.u","resRC.v"],n=new Array(t),a=0;a<e.length;a++)n[e[a]]=r[a];return n.join()}var ERF_P=.3275911,ERF_A1=.254829592,ERF_A2=-.284496736,ERF_A3=1.421413741,ERF_A4=-1.453152027,ERF_A5=1.061405429,SELU_SCALEALPHA=1.7580993408473768,SELU_SCALE=1.0507009873554805,UnaryOpProgram=function(){function e(e,t){this.variableNames=["A"],this.outputShape=e,this.userCode="\n      uniform float NAN;\n      float unaryOperation(float x) {\n        "+t+"\n      }\n\n      void main() {\n        float x = getAAtOutCoords();\n        float y = unaryOperation(x);\n\n        setOutput(y);\n      }\n    "}return e.prototype.getCustomSetupFunc=function(){var e=this;return function(t,r){null==e.startLoc&&(e.startLoc=t.getUniformLocationNoThrow(r,"NAN"),null==e.startLoc)||t.gl.uniform1f(e.startLoc,NaN)}},e}(),CHECK_NAN_SNIPPET$1="if (isNaN(x)) return x;",ABS="return abs(x);",RELU=CHECK_NAN_SNIPPET$1+"\n  return (x < 0.0) ? 0.0 : x;\n",ELU="return (x >= 0.0) ? x : (exp(x) - 1.0);",SELU="\n  // Stable and Attracting Fixed Point (0, 1) for Normalized Weights.\n  // see: https://arxiv.org/abs/1706.02515\n  float scaleAlpha = "+SELU_SCALEALPHA+";\n  float scale = "+SELU_SCALE+";\n  return (x >= 0.0) ? scale * x : scaleAlpha * (exp(x) - 1.0);\n";function STEP(e){return void 0===e&&(e=0),CHECK_NAN_SNIPPET$1+"\n    return x > 0.0 ? 1.0 : float("+e+");\n  "}var NEG="return -x;",CEIL="return ceil(x);",FLOOR="return floor(x);",SIGN="\n  if (isNaN(x)) { return 0.0; }\n  return sign(x);\n",ROUND="\n  // OpenGL ES does not support round function.\n  // The algorithm is based on banker's rounding.\n  float base = floor(x);\n  if ((x - base) < 0.5) {\n    return floor(x);\n  } else if ((x - base) > 0.5) {\n    return ceil(x);\n  } else {\n    if (mod(base, 2.0) == 0.0) {\n      return base;\n    } else {\n      return base + 1.0;\n    }\n  }\n",EXP="return exp(x);",EXPM1="return exp(x) - 1.0;",LOG="if (x < 0.0) return NAN;\n  return log(x);",LOG1P="return log(1.0 + x);",SQRT="return sqrt(x);",RSQRT="return inversesqrt(x);",SIGMOID="return 1.0 / (1.0 + exp(-1.0 * x));",SOFTPLUS="\n  float epsilon = 1.1920928955078125e-7;\n  float threshold = log(epsilon) + 2.0;\n\n  bool too_large = x > -threshold;\n  bool too_small = x < threshold;\n\n  float result;\n  float exp_x = exp(x);\n\n  if (too_large){\n    result = x;\n  }\n  else if (too_small){\n    result = exp_x;\n  }\n  else{\n    result = log(exp_x + 1.0);\n  }\n  return result;\n",SIN=CHECK_NAN_SNIPPET$1+"\n  return sin(x);\n",COS=CHECK_NAN_SNIPPET$1+"\n  return cos(x);\n",TAN="return tan(x);",ASIN="return asin(x);",ACOS="return acos(x);",ATAN=CHECK_NAN_SNIPPET$1+"\n  return atan(x);\n",SINH="\n  float e2x = exp(x);\n  return (e2x - 1.0 / e2x) / 2.0;\n",COSH="\n  float e2x = exp(-x);\n  return (e2x + 1.0 / e2x) / 2.0;\n",TANH="\n  float e2x = exp(-2.0 * abs(x));\n  return sign(x) * (1.0 - e2x) / (1.0 + e2x);\n",ASINH="return log(x + sqrt(x * x + 1.0));",ACOSH=CHECK_NAN_SNIPPET$1+"\n  if (x < 1.0) return NAN;\n  return log(x + sqrt(x * x - 1.0));",ATANH=CHECK_NAN_SNIPPET$1+"\n  if ((x < -1.0) || (x > 1.0)) return NAN;\n  return (log(1.0 + x) - log(1.0 - x)) / 2.0;",ERF='\n  // Error function is calculated approximately with elementary function.\n  // See "Handbook of Mathematical Functions with Formulas,\n  // Graphs, and Mathematical Tables", Abramowitz and Stegun.\n  float p = '+ERF_P+";\n  float a1 = "+ERF_A1+";\n  float a2 = "+ERF_A2+";\n  float a3 = "+ERF_A3+";\n  float a4 = "+ERF_A4+";\n  float a5 = "+ERF_A5+";\n\n  float t = 1.0 / (1.0 + p * x);\n  return 1.0 - (((((a5*t + a4)*t) + a3)*t + a2)*t + a1)*t*exp(-x*x);\n",SQUARE="return x * x;",RECIPROCAL="return 1.0 / x;",LOGICAL_NOT="return float(!(x >= 1.0));",TO_INT="return float(int(x));",UnpackProgram=function(e){this.variableNames=["A"],this.usesPackedTextures=!0,this.outputShape=e;var t=e.length,r=getChannels("rc",t),n=getCoordsDataType(t),a=getSourceCoords$1(t,r),o=r.slice(-2),i=t<=1?"rc":"vec2("+o.join(",")+")";this.userCode="\n      void main() {\n        "+n+" rc = getOutputCoords();\n        vec4 packedInput = getA("+a+");\n\n        setOutput(getChannel(packedInput, "+i+"));\n      }\n    "};function concat1d_(e){return concat(e,0)}function concat2d_(e,t){return concat(e,t)}function concat3d_(e,t){return concat(e,t)}function concat4d_(e,t){return concat(e,t)}function concat_(e,t){void 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be in the range [0 - 1] but got range ["+l+" - "+p+"].")}else{if("int32"!==r.dtype)throw new Error("Unsupported type for toPixels: "+r.dtype+". Please use float32 or int32 tensors.");if(l<0||p>255)throw new Error("Tensor values for a int32 Tensor must be in the range [0 - 255] but got range ["+l+" - "+p+"].")}return[4,r.data()];case 3:for(c=N.sent(),d="float32"===r.dtype?255:1,h=new Uint8ClampedArray(o*a*4),f=0;f<a*o;++f)m=void 0,g=void 0,y=void 0,v=void 0,1===i?(m=c[f]*d,g=c[f]*d,y=c[f]*d,v=255):3===i?(m=c[3*f]*d,g=c[3*f+1]*d,y=c[3*f+2]*d,v=255):4===i&&(m=c[4*f]*d,g=c[4*f+1]*d,y=c[4*f+2]*d,v=c[4*f+3]*d),h[0+(x=4*f)]=Math.round(m),h[x+1]=Math.round(g),h[x+2]=Math.round(y),h[x+3]=Math.round(v);return null!=t&&(t.width=o,t.height=a,b=t.getContext("2d"),w=new ImageData(h,o,a),b.putImageData(w,0,0)),r!==e&&r.dispose(),[2,h]}})})}function reshape_(e,t){var r=convertToTensor(e,"x","reshape",null);return t=inferFromImplicitShape(t,r.size),assert(r.size===sizeFromShape(t),"new shape and old shape must have the same number of elements."),ENV.engine.runKernel(function(e){return e.reshape(r,t)},{$x:r},function(e){return{$x:function(){return e.reshape(r.shape)}}})}function squeeze_(e,t){var r=convertToTensor(e,"x","squeeze");return reshape(r,squeezeShape(r.shape,t).newShape)}function cast_(e,t){var r=convertToTensor(e,"x","cast");return ENV.engine.runKernel(function(e){return e.cast(r,t)},{$x:r},function(e){return{$x:function(){return e.clone()}}})}function tile_(e,t){var r=convertToTensor(e,"x","tile");return assert(r.rank===t.length,"Error in transpose: rank of input "+r.rank+" must match length of reps "+t+"."),ENV.engine.runKernel(function(e){return e.tile(r,t)},{$x:r},function(e){return{$x:function(){var n=zerosLike(r);if(1===r.rank)for(var a=0;a<t[0];++a)n=n.add(e.slice([a*r.shape[0]],[r.shape[0]]));else if(2===r.rank)for(a=0;a<t[0];++a)for(var o=0;o<t[1];++o)n=n.add(e.slice([a*r.shape[0],o*r.shape[1]],[r.shape[0],r.shape[1]]));else if(3===r.rank)for(a=0;a<t[0];++a)for(o=0;o<t[1];++o)for(var i=0;i<t[2];++i)n=n.add(e.slice([a*r.shape[0],o*r.shape[1],i*r.shape[2]],[r.shape[0],r.shape[1],r.shape[2]]));else{if(4!==r.rank)throw new Error("Gradient for tile operation is not implemented for rank-"+r.rank+" tensors yet.");for(a=0;a<t[0];++a)for(o=0;o<t[1];++o)for(i=0;i<t[2];++i)for(var s=0;s<t[3];++s)n=n.add(e.slice([a*r.shape[0],o*r.shape[1],i*r.shape[2],s*r.shape[3]],[r.shape[0],r.shape[1],r.shape[2],r.shape[3]]))}return n}}})}function pad1d_(e,t,r){return void 0===r&&(r=0),assert(2===t.length,"Invalid number of paddings. Must be length of 2."),pad(e,[t],r)}function pad2d_(e,t,r){return void 0===r&&(r=0),assert(2===t.length&&2===t[0].length&&2===t[1].length,"Invalid number of paddings. Must be length of 2 each."),pad(e,t,r)}function pad3d_(e,t,r){return void 0===r&&(r=0),assert(3===t.length&&2===t[0].length&&2===t[1].length&&2===t[2].length,"Invalid number of paddings. Must be length of 2 each."),pad(e,t,r)}function pad4d_(e,t,r){return void 0===r&&(r=0),assert(4===t.length&&2===t[0].length&&2===t[1].length&&2===t[2].length&&2===t[3].length,"Invalid number of paddings. Must be length of 2 each."),pad(e,t,r)}function pad_(e,t,r){void 0===r&&(r=0);var n=convertToTensor(e,"x","pad");if(0===n.rank)throw new Error("pad(scalar) is not defined. Pass non-scalar to pad");var a=t.map(function(e){return e[0]});return ENV.engine.runKernel(function(e){return e.pad(n,t,r)},{$x:n},function(e){return{$x:function(){return e.slice(a,n.shape)}}})}function stack_(e,t){void 0===t&&(t=0);var r=convertToTensorArray(e,"tensors","stack");if(assert(r.length>=1,"Pass at least one tensor to tf.stack"),1===r.length)return r[0].expandDims(t);var n=r[0].rank,a=r[0].shape,o=r[0].dtype;assert(t<=n,"Axis must be <= rank of the tensor"),r.forEach(function(e){assertShapesMatch(a,e.shape,"All tensors passed to stack must have matching shapes")}),r.forEach(function(e){assert(o===e.dtype,"All tensors passed to stack must have matching dtypes")});var i=r.map(function(e){return e.expandDims(t)});return concat(i,t)}function batchToSpaceND_(e,t,r){var n=convertToTensor(e,"x","batchToSpaceND"),a=t.reduce(function(e,t){return e*t});return assert(n.rank>=1+t.length,"input rank is "+n.rank+" but should be > than blockShape.length "+t.length),assert(r.length===t.length,"crops.length is "+r.length+" but should be equal to blockShape.length  "+t.length),assert(n.shape[0]%a==0,"input tensor batch is "+n.shape[0]+" but is not divisible by the product of the elements of blockShape "+t.join(" * ")+" === "+a),ENV.engine.runKernel(function(e){return e.batchToSpaceND(n,t,r)},{$x:n},function(e){return{$x:function(){return e.spaceToBatchND(t,r)}}})}function spaceToBatchND_(e,t,r){var n=convertToTensor(e,"x","spaceToBatchND");return assert(n.rank>=1+t.length,"input rank "+n.rank+" should be > than [blockShape] "+t.length),assert(r.length===t.length,"paddings.shape[0] "+r.length+" must be equal to [blockShape] "+t.length),assert(n.shape.reduce(function(e,n,a){return a>0&&a<=t.length?e&&(n+r[a-1][0]+r[a-1][1])%t[a-1]==0:e},!0),"input spatial dimensions "+n.shape.slice(1)+" with paddings "+r.toString()+" must be divisible by blockShapes "+t.toString()),ENV.engine.runKernel(function(e){return e.spaceToBatchND(n,t,r)},{$x:n},function(e){return{$x:function(){return e.batchToSpaceND(t,r)}}})}function unstack_(e,t){void 0===t&&(t=0);for(var r,n=convertToTensor(e,"x","unstack"),a=n.shape[t],o=Array(n.rank-1).fill(0),i=0,s=0;s<n.rank;s++)s!==t&&(o[i]=n.shape[s],i++);r=Array(a).fill(1);var u=Array(n.rank).fill(0),l=n.shape.slice();return r.map(function(e){l[t]=e;var r=n.slice(u,l);return u[t]+=e,r.reshape(o)})}function cumsum_(e,t,r,n){void 0===t&&(t=0),void 0===r&&(r=!1),void 0===n&&(n=!1);var a=convertToTensor(e,"x","cumsum"),o=getAxesPermutation([t|=0],a.rank),i=a;null!=o&&(i=a.transpose(o));var s=getInnerMostAxes(1,a.rank)[0],u=ENV.engine.runKernel(function(e){return e.cumsum(i,s,r,n)},{permutedX:i},function(e){return{permutedX:function(){return e.cumsum(t,r,!n)}}});return null!=o&&(u=u.transpose(o)),u}function expandDims_(e,t){void 0===t&&(t=0);var r=convertToTensor(e,"x","expandDims");assert(t<=r.rank,"Axis must be <= rank of the tensor");var n=r.shape.slice();return t<0&&(assert(-(r.rank+1)<=t,"Axis must be in the interval ["+-(r.rank+1)+", "+r.rank+"]"),t=r.rank+t+1),n.splice(t,0,1),reshape(r,n)}function depthToSpace_(e,t,r){void 0===r&&(r="NHWC");var n=convertToTensor(e,"x","depthToSpace"),a="NHWC"===r?n.shape[1]:n.shape[2],o="NHWC"===r?n.shape[2]:n.shape[3],i="NHWC"===r?n.shape[3]:n.shape[1];return assert(a*t>=0,"Negative dimension size caused by overflow when multiplying\n      "+a+" and "+t+"  for depthToSpace with input shape\n      "+n.shape),assert(o*t>=0,"Negative dimension size caused by overflow when multiplying\n      "+o+" and "+t+" for depthToSpace with input shape\n          "+n.shape),assert(i%(t*t)==0,"Dimension size must be evenly divisible by "+t*t+" but is "+i+" for depthToSpace with input shape "+n.shape),ENV.engine.runKernel(function(e){return e.depthToSpace(n,t,r)},{$x:n})}function setdiff1dAsync_(e,t){return __awaiter(this,void 0,void 0,function(){var r,n,a,o,i,s,u,l,p,c;return __generator(this,function(d){switch(d.label){case 0:return r=convertToTensor(e,"x","setdiff1d"),n=convertToTensor(t,"y","setdiff1d"),assert(r.dtype===n.dtype,"x and y should have the same dtype, but got x ("+r.dtype+") and y ("+n.dtype+")."),assert(1===r.rank,"x should be 1D tensor, but got x ("+r.shape+")."),assert(1===n.rank,"y should be 1D tensor, but got y ("+n.shape+")."),[4,r.data()];case 1:return a=d.sent(),[4,n.data()];case 2:for(o=d.sent(),i=new Set(o),s=0,p=0;p<a.length;p++)i.has(a[p])||s++;for(u=new TensorBuffer([s],r.dtype),l=new TensorBuffer([s],"int32"),p=0,c=0;p<a.length;p++)i.has(a[p])||(u.values[c]=a[p],l.values[c]=p,c++);return[2,[u.toTensor(),l.toTensor()]]}})})}function buffer(e,t,r){return void 0===t&&(t="float32"),new TensorBuffer(e,t=t||"float32",r)}function print(e,t){void 0===t&&(t=!1),console.log(e.toString(t))}var batchToSpaceND=op({batchToSpaceND_:batchToSpaceND_}),cast=op({cast_:cast_}),clone=op({clone_:clone_}),cumsum=op({cumsum_:cumsum_}),depthToSpace=op({depthToSpace_:depthToSpace_}),expandDims=op({expandDims_:expandDims_}),eye=op({eye_:eye_}),fromPixels=op({fromPixels_:fromPixels_}),multinomial=op({multinomial_:multinomial_}),oneHot=op({oneHot_:oneHot_}),pad=op({pad_:pad_}),pad1d=op({pad1d_:pad1d_}),pad2d=op({pad2d_:pad2d_}),pad3d=op({pad3d_:pad3d_}),pad4d=op({pad4d_:pad4d_}),rand=op({rand_:rand_}),randomNormal=op({randomNormal_:randomNormal_}),randomUniform=op({randomUniform_:randomUniform_}),reshape=op({reshape_:reshape_}),spaceToBatchND=op({spaceToBatchND_:spaceToBatchND_}),squeeze=op({squeeze_:squeeze_}),stack=op({stack_:stack_}),tile=op({tile_:tile_}),truncatedNormal=op({truncatedNormal_:truncatedNormal_}),unstack=op({unstack_:unstack_}),setdiff1dAsync=setdiff1dAsync_;function whereImpl(e,t){for(var r=[],n=0;n<t.length;n++)t[n]&&r.push(n);var a=buffer(e,"int32"),o=buffer([r.length,e.length],"int32");for(n=0;n<r.length;n++){var i=a.indexToLoc(r[n]),s=n*e.length;o.values.set(i,s)}return o.toTensor()}var CPU_HANDOFF_SIZE_THRESHOLD=10,BEFORE_PAGING_CONSTANT=300,MATMUL_SHARED_DIM_THRESHOLD=1e3,MathBackendWebGL=function(){function e(e,t){if(void 0===t&&(t=!0),this.gpgpu=e,this.delayedStorage=t,this.pendingRead=new WeakMap,this.pendingDisposal=new WeakSet,this.lruDataGPU=[],this.numBytesInGPU=0,this.uploadWaitMs=0,this.downloadWaitMs=0,this.binaryCache={},this.disposed=!1,ENV.get("WEBGL_VERSION")<1)throw new Error("WebGL is not supported on this device");if(null==e){var r=getWebGLContext(ENV.get("WEBGL_VERSION"));this.gpgpu=new GPGPUContext(r),this.canvas=r.canvas,this.gpgpuCreatedLocally=!0}else this.gpgpuCreatedLocally=!1,this.canvas=e.gl.canvas;ENV.get("WEBGL_PAGING_ENABLED")&&(this.NUM_BYTES_BEFORE_PAGING=window.screen.height*window.screen.width*window.devicePixelRatio*BEFORE_PAGING_CONSTANT),this.textureManager=new TextureManager(this.gpgpu)}return e.prototype.register=function(e,t,r){if(this.texData.has(e))throw new Error("Data buffer is already registered");this.texData.set(e,{shape:t,dtype:r})},e.prototype.setDataMover=function(e){this.texData=new DataStorage(e)},e.prototype.fromPixels=function(e,t){if(null==e)throw new Error("pixels passed to tf.fromPixels() can not be null");var r=[e.height,e.width],n=[e.height,e.width,t];if(!(e instanceof HTMLVideoElement||e instanceof HTMLImageElement||e instanceof HTMLCanvasElement||e instanceof ImageData))throw new Error("pixels passed to tf.fromPixels() must be either an HTMLVideoElement, HTMLImageElement, HTMLCanvasElement or ImageData, but was "+e.constructor.name);if(e instanceof HTMLVideoElement){if(null==this.fromPixels2DContext){if(!ENV.get("IS_BROWSER"))throw new Error("Can't read pixels from HTMLImageElement outside the browser.");if("complete"!==document.readyState)throw new Error("The DOM is not ready yet. Please call tf.fromPixels() once the DOM is ready. One way to do that is to add an event listener for `DOMContentLoaded` on the document object");this.fromPixels2DContext=document.createElement("canvas").getContext("2d")}this.fromPixels2DContext.canvas.width=e.width,this.fromPixels2DContext.canvas.height=e.height,this.fromPixels2DContext.drawImage(e,0,0,e.width,e.height),e=this.fromPixels2DContext.canvas}var a=this.makeTensorHandle(r,"int32");this.texData.get(a.dataId).usage=TextureUsage.PIXELS,this.gpgpu.uploadPixelDataToTexture(this.getTexture(a.dataId),e);var o=new FromPixelsProgram(n),i=this.compileAndRun(o,[a]);return this.disposeData(a.dataId),i},e.prototype.makeTensorHandle=function(e,t){var r={};return this.register(r,e,t),{dataId:r,shape:e,dtype:t}},e.prototype.write=function(e,t){if(null==t)throw new Error("MathBackendWebGL.write(): values can not be null");var r=this.texData.get(e),n=r.texture,a=r.texShape,o=r.usage,i=r.dtype,s=r.isPacked;if("complex64"===i)throw new Error("Cannot write to a complex64 dtype. Please use tf.complex(real, imag).");null!=n&&(this.releaseTexture(e,n,a,o,s),r.texture=null,r.texShape=null),r.usage=TextureUsage.UPLOAD,r.values=t,this.delayedStorage||this.uploadToGPU(e)},e.prototype.readSync=function(e){var t=this.texData.get(e),r=t.values,n=t.dtype,a=t.complexTensors;if(null!=r)return this.convertAndCacheOnCPU(e);if("string"===n)return r;var o,i,s=null!=this.activeTimers;return s&&(o=performance.now()),i="complex64"===n?mergeRealAndImagArrays(a.real.dataSync(),a.imag.dataSync()):this.getValuesFromTexture(e),s&&(this.downloadWaitMs+=performance.now()-o),this.convertAndCacheOnCPU(e,i)},e.prototype.read=function(e){return __awaiter(this,void 0,void 0,function(){var t,r,n,a,o,i,s,u,l,p,c,d,h,f,m,g,y,v;return __generator(this,function(x){switch(x.label){case 0:if(this.pendingRead.has(e))return n=this.pendingRead.get(e),[2,new Promise(function(e){return n.push(e)})];if(a=this.texData.get(e),o=a.texture,i=a.values,s=a.texShape,u=a.isPacked,l=a.shape,null!=i)return[2,this.convertAndCacheOnCPU(e)];if(this.pendingRead.set(e,[]),!ENV.get("WEBGL_DOWNLOAD_FLOAT_ENABLED")&&2===ENV.get("WEBGL_VERSION"))throw new Error("tensor.data() with WEBGL_DOWNLOAD_FLOAT_ENABLED=false and WEBGL_VERSION=2 not yet supported.");return p=s[1],c=s[0],u&&(t=getPackedMatrixTextureShapeWidthHeight(s[0],s[1]),p=t[0],c=t[1]),d=this.gpgpu.maybeCreateBufferFromTexture(o,c,p),[4,this.gpgpu.createAndWaitForFence()];case 1:return x.sent(),d instanceof WebGLTexture?h=this.getValuesFromTexture(e):u?(f=this.getBatchDim(l),m=1,g=1,l.length&&(r=this.getRowsCols(l),m=r[0],g=r[1]),h=this.gpgpu.downloadPackedMatrixFromBuffer(d,f,m,g,s[0],s[1])):h=this.gpgpu.downloadFloat32MatrixFromBuffer(d,s[0],s[1]),y=this.convertAndCacheOnCPU(e,h),v=this.pendingRead.get(e),this.pendingRead.delete(e),v.forEach(function(e){return e(y)}),this.pendingDisposal.has(e)&&(this.pendingDisposal.delete(e),this.disposeData(e)),[2,y]}})})},e.prototype.getValuesFromTexture=function(e){var t,r=this.texData.get(e),n=r.shape,a=r.dtype,o=r.texture,i=r.texShape;if(ENV.get("WEBGL_DOWNLOAD_FLOAT_ENABLED")){if(this.texData.get(e).isPacked){var s=this.getBatchDim(n),u=1,l=1;return n.length&&(u=(t=this.getRowsCols(n))[0],l=t[1]),this.gpgpu.downloadMatrixFromPackedTexture(o,s,u,l,i[0],i[1])}return this.gpgpu.downloadFloat32MatrixFromOutputTexture(o,i[0],i[1])}var p=this.makeTensorHandle(n,"float32");p.size=sizeFromShape(n),this.texData.get(p.dataId).usage=TextureUsage.DOWNLOAD;var c=new EncodeFloatProgram(n);this.compileAndRun(c,[{shape:n,dtype:a,dataId:e}],p,null,!1);var d=this.texData.get(p.dataId),h=this.gpgpu.downloadByteEncodedFloatMatrixFromOutputTexture(d.texture,d.texShape[0],d.texShape[1]);return this.disposeData(p.dataId),h},e.prototype.time=function(e){return __awaiter(this,void 0,void 0,function(){var t,r,n,a,o,i,s;return __generator(this,function(u){switch(u.label){case 0:return t=this.activeTimers,r=[],n=!1,null==this.programTimersStack?(this.programTimersStack=r,n=!0):this.activeTimers.push(r),this.activeTimers=r,e(),a=flatten(this.activeTimers.map(function(e){return e.query})).filter(function(e){return null!=e}),o=flatten(this.activeTimers.map(function(e){return e.name})).filter(function(e){return null!=e}),this.activeTimers=t,n&&(this.programTimersStack=null),[4,Promise.all(a)];case 1:return i=u.sent(),s={uploadWaitMs:this.uploadWaitMs,downloadWaitMs:this.downloadWaitMs,kernelMs:sum(i),getExtraProfileInfo:function(){return i.map(function(e,t){return{name:o[t],ms:e}}).map(function(e){return e.name+": "+e.ms}).join(", ")},wallMs:null},this.uploadWaitMs=0,this.downloadWaitMs=0,[2,s]}})})},e.prototype.memory=function(){return{unreliable:!1,numBytesInGPU:this.numBytesInGPU}},e.prototype.startTimer=function(){return ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")>0?this.gpgpu.beginQuery():{startMs:performance.now(),endMs:null}},e.prototype.endTimer=function(e){return ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")>0?(this.gpgpu.endQuery(),e):(e.endMs=performance.now(),e)},e.prototype.getQueryTime=function(e){return __awaiter(this,void 0,void 0,function(){var t;return __generator(this,function(r){return ENV.get("WEBGL_DISJOINT_QUERY_TIMER_EXTENSION_VERSION")>0?[2,this.gpgpu.waitForQueryAndGetTime(e)]:[2,(t=e).endMs-t.startMs]})})},e.prototype.disposeData=function(e){if(!this.pendingDisposal.has(e))if(this.pendingRead.has(e))this.pendingDisposal.add(e);else if(this.texData.has(e)){var t=this.texData.get(e),r=t.texture,n=t.texShape,a=t.usage,o=t.complexTensors,i=t.isPacked;null!=r&&this.releaseTexture(e,r,n,a,i),null!=o&&(o.real.dispose(),o.imag.dispose()),this.texData.delete(e)}},e.prototype.getTexture=function(e){return this.uploadToGPU(e),this.texData.get(e).texture},e.prototype.getCPUBackend=function(){return ENV.get("WEBGL_CPU_FORWARD")?(null==this.cpuBackend&&(this.cpuBackend=ENV.findBackend("cpu")),this.cpuBackend):null},e.prototype.shouldExecuteOnCPU=function(e,t){var r=this;return void 0===t&&(t=CPU_HANDOFF_SIZE_THRESHOLD),null!=this.getCPUBackend()&&e.every(function(e){return null==r.texData.get(e.dataId).texture&&e.size<t})},e.prototype.getGPGPUContext=function(){return this.gpgpu},e.prototype.getCanvas=function(){return this.canvas},e.prototype.complex=function(e,t){var r=this.makeOutputArray(e.shape,"complex64");return this.texData.get(r.dataId).complexTensors={real:ENV.engine.keep(e.clone()),imag:ENV.engine.keep(t.clone())},r},e.prototype.real=function(e){return this.texData.get(e.dataId).complexTensors.real.clone()},e.prototype.imag=function(e){return this.texData.get(e.dataId).complexTensors.imag.clone()},e.prototype.slice=function(e,t,r){if(this.shouldExecuteOnCPU([e]))return this.cpuBackend.slice(e,t,r);var n=new SliceProgram(r),a=n.getCustomSetupFunc(t);return this.compileAndRun(n,[e],null,a)},e.prototype.stridedSlice=function(e,t,r,n,a,o,i,s,u){if(this.shouldExecuteOnCPU([e]))return this.cpuBackend.stridedSlice(e,t,r,n,a,o,i,s,u);var l=getStridedSlicedInfo(e.shape,t,r,n,a,o,i,s,u),p=l[0],c=l[1],d=l[2],h=c.filter(function(e,t){return-1===d.indexOf(t)});if(h.some(function(e){return 0===e}))return tensor([],h);var f=new StridedSliceProgram(p,n,c,d);return this.compileAndRun(f,[e])},e.prototype.reverse=function(e,t){var r=new ReverseProgram(e.shape,t);return this.compileAndRun(r,[e])},e.prototype.concat2Tensors=function(e,t,r){var n=computeOutShape([e.shape,t.shape],r),a=e.as2D(-1,sizeFromShape(e.shape.slice(r))),o=t.as2D(-1,sizeFromShape(t.shape.slice(r))),i=new ConcatProgram(a.shape,o.shape);return this.compileAndRun(i,[a,o]).reshape(n)},e.prototype.concat=function(e,t){if(this.shouldExecuteOnCPU(e))return this.cpuBackend.concat(e,t);if(1===e.length)return e[0];for(var r=e[0],n=1;n<e.length;++n)r=this.concat2Tensors(r,e[n],t);return r},e.prototype.neg=function(e){var t=new UnaryOpProgram(e.shape,NEG);return this.compileAndRun(t,[e])},e.prototype.batchMatMul=function(e,t,r,n){var a=r?e.shape[2]:e.shape[1],o=n?t.shape[1]:t.shape[2],i=r?e.shape[1]:e.shape[2],s=e.shape[0];if((1===a||1===o)&&i>MATMUL_SHARED_DIM_THRESHOLD){r&&(e=e.transpose([0,2,1])),n&&(t=t.transpose([0,2,1]));var u=1===o?e:e.as3D(s,i,1),l=1===o?2:1,p=1===o?t.as3D(s,1,i):t;return this.multiply(u,p).sum(l,!0)}var c=upcastType(e.dtype,t.dtype);if(1===s){var d=e.as2D(e.shape[1],e.shape[2]),h=t.as2D(t.shape[1],t.shape[2]),f=new MatMulPackedProgram(d.shape,h.shape,[a,o],r,n),m=this.makePackedTensor(f.outputShape,c),g=this.compileAndRun(f,[d,h],m);return g.reshape([1,g.shape[0],g.shape[1]])}return f=new MatMulProgram(e.shape,t.shape,r,n),m=this.makeOutputArray(f.outputShape,c),this.compileAndRun(f,[e,t],m)},e.prototype.multiply=function(e,t){if("complex64"===e.dtype){var r=this.texData.get(e.dataId),n=this.texData.get(t.dataId),a=new BinaryOpComplexProgram(COMPLEX_MULTIPLY.REAL,e.shape,t.shape),o=new BinaryOpComplexProgram(COMPLEX_MULTIPLY.IMAG,e.shape,t.shape),i=[this.makeComplexComponentTensorHandle(e,r.complexTensors.real),this.makeComplexComponentTensorHandle(e,r.complexTensors.imag),this.makeComplexComponentTensorHandle(t,n.complexTensors.real),this.makeComplexComponentTensorHandle(t,n.complexTensors.imag)],s=this.compileAndRun(a,i),u=this.compileAndRun(o,i),l=this.complex(s,u);return s.dispose(),u.dispose(),l}if(this.shouldExecuteOnCPU([e,t]))return this.cpuBackend.multiply(e,t);var p=new BinaryOpProgram(MUL,e.shape,t.shape),c=this.makeOutputArray(p.outputShape,e.dtype);return this.compileAndRun(p,[e,t],c)},e.prototype.batchNormalization=function(e,t,r,n,a,o){var i=[e,t,r],s=null;null!=o&&(s=o.shape,i.push(o));var u=null;if(null!=a&&(u=a.shape,i.push(a)),ENV.get("WEBGL_PACK_BATCHNORMALIZATION")){var l=new BatchNormPackedProgram(e.shape,t.shape,r.shape,s,u,n);return this.compileAndRun(l,i)}var p=new BatchNormProgram(e.shape,t.shape,r.shape,s,u,n);return this.compileAndRun(p,i)},e.prototype.localResponseNormalization4D=function(e,t,r,n,a){var o=new LRNProgram(e.shape,t,r,n,a);return this.compileAndRun(o,[e])},e.prototype.LRNGrad=function(e,t,r,n,a,o,i){var s=new LRNGradProgram(t.shape,n,a,o,i);return this.compileAndRun(s,[t,r,e])},e.prototype.tile=function(e,t){var r=new TileProgram(e.shape,t);return this.compileAndRun(r,[e])},e.prototype.pad=function(e,t,r){var n=new PadProgram(e.shape,t,r);return this.compileAndRun(n,[e])},e.prototype.transpose=function(e,t){var r=new TransposeProgram(e.shape,t);return this.compileAndRun(r,[e])},e.prototype.gather=function(e,t,r){var n=new GatherProgram(e.shape,t.size,r);return this.compileAndRun(n,[e,t])},e.prototype.batchToSpaceND=function(e,t,r){assert(e.rank<=4,"batchToSpaceND for rank > 4 with a WebGL backend not implemented yet");var n=t.reduce(function(e,t){return e*t}),a=getReshaped(e.shape,t,n),o=getPermuted(a.length,t.length),i=getReshapedPermuted(e.shape,t,n),s=getSliceBeginCoords(r,t.length),u=getSliceSize(i,r,t.length);return e.reshape(a).transpose(o).reshape(i).slice(s,u)},e.prototype.spaceToBatchND=function(e,t,r){assert(e.rank<=4,"spaceToBatchND for rank > 4 with a WebGL backend not implemented yet");var n=t.reduce(function(e,t){return e*t}),a=[[0,0]];a.push.apply(a,r);for(var o=1+t.length;o<e.shape.length;++o)a.push([0,0]);var i=e.pad(a),s=getReshaped(i.shape,t,n,!1),u=getPermuted(s.length,t.length,!1),l=getReshapedPermuted(i.shape,t,n,!1);return i.reshape(s).transpose(u).reshape(l)},e.prototype.reduce=function(e,t,r){var n=e.shape[0],a=e.shape[1],o=computeOptimalWindowSize(a),i=new ReduceProgram({windowSize:o,inSize:a,batchSize:n},t),s=i.outputShape,u=s[0],l=s[1],p=this.makeOutputArray([u,l],r);return this.compileAndRun(i,[e],p),1===p.shape[1]?p:this.reduce(p,t,r)},e.prototype.argReduce=function(e,t,r){void 0===r&&(r=null);var n=e.shape[0],a=e.shape[1];null!=r&&(n=r.shape[0],a=r.shape[1]);var o=computeOptimalWindowSize(a),i=new ArgMinMaxProgram({windowSize:o,inSize:a,batchSize:n},t,null==r),s=i.outputShape,u=s[0],l=s[1],p=this.makeOutputArray([u,l],"int32"),c=[e];return null!=r&&c.push(r),this.compileAndRun(i,c,p),1===p.shape[1]?p:this.argReduce(e,t,p)},e.prototype.sum=function(e,t){assertAxesAreInnerMostDims("sum",t,e.rank);var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=sizeFromShape(r[1]),o=e.as2D(-1,a),i=sumOutType(e.dtype);return this.reduce(o,"sum",i).reshape(n)},e.prototype.prod=function(e,t){var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=sizeFromShape(r[1]),o=e.as2D(-1,a),i=sumOutType(e.dtype);return this.reduce(o,"prod",i).reshape(n)},e.prototype.unsortedSegmentSum=function(e,t,r){var n=0,a=getAxesPermutation([n],e.rank),o=e;null!=a&&(o=e.transpose(a),n=getInnerMostAxes(1,e.rank)[0]);var i=computeOutShape$1(o.shape,n,r),s=sizeFromShape([o.shape[n]]),u=o.as2D(-1,s),l=sumOutType(e.dtype),p=this.segOpCompute(u,"unsortedSegmentSum",t,l,r).reshape(i);return null!=a&&(p=p.transpose(getUndoAxesPermutation(a))),p},e.prototype.segOpCompute=function(e,t,r,n,a){var o=e.shape[0],i=e.shape[1],s=segOpComputeOptimalWindowSize(i,a),u=new SegmentOpProgram({windowSize:s,inSize:i,batchSize:o,numSegments:a},t),l=u.outputShape,p=l[0],c=l[1],d=this.makeOutputArray([p,c],n);return this.compileAndRun(u,[e,r],d),d.shape[1]===a?d:(r=range(0,a).tile([i/s]),this.segOpCompute(d,t,r,n,a))},e.prototype.argMin=function(e,t){var r=[t];assertAxesAreInnerMostDims("argMin",r,e.rank);var n=computeOutAndReduceShapes(e.shape,r),a=n[0],o=sizeFromShape(n[1]),i=e.as2D(-1,o);return this.argReduce(i,"min").reshape(a)},e.prototype.argMax=function(e,t){var r=[t];assertAxesAreInnerMostDims("argMax",r,e.rank);var n=computeOutAndReduceShapes(e.shape,r),a=n[0],o=sizeFromShape(n[1]),i=e.as2D(-1,o);return this.argReduce(i,"max").reshape(a)},e.prototype.cumsum=function(e,t,r,n){if(t!==e.rank-1)throw new Error("WebGL cumsum shader expects an inner-most axis="+(e.rank-1)+" but got axis="+t);var a=new CumSumProgram(e.shape,r,n);return this.compileAndRun(a,[e])},e.prototype.equal=function(e,t){var r=new BinaryOpProgram(EQUAL,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.notEqual=function(e,t){var r=new BinaryOpProgram(NOT_EQUAL,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.less=function(e,t){if(this.shouldExecuteOnCPU([e,t]))return this.cpuBackend.less(e,t);var r=new BinaryOpProgram(LESS,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.lessEqual=function(e,t){var r=new BinaryOpProgram(LESS_EQUAL,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.greater=function(e,t){if(this.shouldExecuteOnCPU([e,t]))return this.cpuBackend.greater(e,t);var r=new BinaryOpProgram(GREATER,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.greaterEqual=function(e,t){var r=new BinaryOpProgram(GREATER_EQUAL,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.logicalNot=function(e){var t=new UnaryOpProgram(e.shape,LOGICAL_NOT);return this.compileAndRun(t,[e])},e.prototype.logicalAnd=function(e,t){var r=new BinaryOpProgram(LOGICAL_AND,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.logicalOr=function(e,t){var r=new BinaryOpProgram(LOGICAL_OR,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"bool");return this.compileAndRun(r,[e,t],n)},e.prototype.select=function(e,t,r){var n=new SelectProgram(e.rank,t.shape,t.rank),a=this.makeOutputArray(n.outputShape,upcastType(t.dtype,r.dtype));return this.compileAndRun(n,[e,t,r],a)},e.prototype.where=function(e){warn("tf.where() in webgl locks the UI thread. Call tf.whereAsync() instead");var t=e.dataSync();return whereImpl(e.shape,t)},e.prototype.topk=function(e,t,r){return topkImpl(e.dataSync(),e.shape,e.dtype,t,r)},e.prototype.min=function(e,t){assertAxesAreInnerMostDims("min",t,e.rank);var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=sizeFromShape(r[1]),o=e.as2D(-1,a);return this.reduce(o,"min",o.dtype).reshape(n)},e.prototype.minimum=function(e,t){if(this.shouldExecuteOnCPU([e,t]))return this.cpuBackend.minimum(e,t);var r=new BinaryOpProgram(MIN,e.shape,t.shape);return this.compileAndRun(r,[e,t])},e.prototype.mod=function(e,t){var r=new BinaryOpProgram(MOD,e.shape,t.shape),n=r.getCustomSetupFunc();return this.compileAndRun(r,[e,t],null,n)},e.prototype.max=function(e,t){assertAxesAreInnerMostDims("max",t,e.rank);var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=sizeFromShape(r[1]),o=e.as2D(-1,a);return this.reduce(o,"max",o.dtype).reshape(n)},e.prototype.maximum=function(e,t){if(this.shouldExecuteOnCPU([e,t]))return this.cpuBackend.maximum(e,t);var r=new BinaryOpProgram(MAX,e.shape,t.shape);return this.compileAndRun(r,[e,t])},e.prototype.all=function(e,t){assertAxesAreInnerMostDims("all",t,e.rank);var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=sizeFromShape(r[1]),o=e.as2D(-1,a);return this.reduce(o,"all",o.dtype).reshape(n)},e.prototype.any=function(e,t){assertAxesAreInnerMostDims("any",t,e.rank);var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=sizeFromShape(r[1]),o=e.as2D(-1,a);return this.reduce(o,"any",o.dtype).reshape(n)},e.prototype.squaredDifference=function(e,t){var r=new BinaryOpProgram(SQUARED_DIFFERENCE,e.shape,t.shape);return this.compileAndRun(r,[e,t])},e.prototype.realDivide=function(e,t){var r=new BinaryOpProgram(DIV,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"float32");return this.compileAndRun(r,[e,t],n)},e.prototype.floorDiv=function(e,t){var r=new BinaryOpProgram(INT_DIV,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,"int32");return this.compileAndRun(r,[e,t],n)},e.prototype.add=function(e,t){if("complex64"===e.dtype&&"complex64"===t.dtype)return this.complexSeparableBinaryOp(e,t,ADD);var r=new BinaryOpProgram(ADD,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,upcastType(e.dtype,t.dtype));return this.compileAndRun(r,[e,t],n)},e.prototype.complexSeparableBinaryOp=function(e,t,r){var n=this,a=this.texData.get(e.dataId),o=this.texData.get(t.dataId),i=[[a.complexTensors.real,o.complexTensors.real],[a.complexTensors.imag,o.complexTensors.imag]].map(function(a){var o=a[0],i=a[1],s=new BinaryOpProgram(r,e.shape,t.shape),u=n.makeOutputArray(s.outputShape,upcastType(o.dtype,i.dtype)),l=n.makeComplexComponentTensorHandle(e,o),p=n.makeComplexComponentTensorHandle(t,i);return n.compileAndRun(s,[l,p],u)}),s=i[0],u=i[1],l=this.complex(s,u);return s.dispose(),u.dispose(),l},e.prototype.makeComplexComponentTensorHandle=function(e,t){return{dataId:t.dataId,dtype:t.dtype,shape:e.shape}},e.prototype.addN=function(e){for(var t=e[0],r=1;r<e.length;r++)t=this.add(t,e[r]);return t},e.prototype.subtract=function(e,t){if("complex64"===e.dtype&&"complex64"===t.dtype)return this.complexSeparableBinaryOp(e,t,SUB);if(this.shouldExecuteOnCPU([e,t]))return this.cpuBackend.subtract(e,t);var r=new BinaryOpProgram(SUB,e.shape,t.shape),n=this.makeOutputArray(r.outputShape,upcastType(e.dtype,t.dtype));return this.compileAndRun(r,[e,t],n)},e.prototype.pow=function(e,t){var r=new BinaryOpProgram(POW,e.shape,t.shape),n=r.getCustomSetupFunc(),a=this.makeOutputArray(r.outputShape,upcastType(e.dtype,t.dtype));return this.compileAndRun(r,[e,t],a,n)},e.prototype.ceil=function(e){var t=new UnaryOpProgram(e.shape,CEIL);return this.compileAndRun(t,[e])},e.prototype.floor=function(e){var t=new UnaryOpProgram(e.shape,FLOOR);return this.compileAndRun(t,[e])},e.prototype.sign=function(e){var t=new UnaryOpProgram(e.shape,SIGN);return this.compileAndRun(t,[e])},e.prototype.round=function(e){var t=new UnaryOpProgram(e.shape,ROUND);return this.compileAndRun(t,[e])},e.prototype.exp=function(e){var t=new UnaryOpProgram(e.shape,EXP);return this.compileAndRun(t,[e])},e.prototype.expm1=function(e){var t=new UnaryOpProgram(e.shape,EXPM1);return this.compileAndRun(t,[e])},e.prototype.log=function(e){var t=new UnaryOpProgram(e.shape,LOG),r=t.getCustomSetupFunc();return this.compileAndRun(t,[e],null,r)},e.prototype.log1p=function(e){var t=new UnaryOpProgram(e.shape,LOG1P);return this.compileAndRun(t,[e])},e.prototype.sqrt=function(e){var t=new UnaryOpProgram(e.shape,SQRT);return this.compileAndRun(t,[e])},e.prototype.rsqrt=function(e){var t=new UnaryOpProgram(e.shape,RSQRT);return this.compileAndRun(t,[e])},e.prototype.square=function(e){var t=new UnaryOpProgram(e.shape,SQUARE);return this.compileAndRun(t,[e])},e.prototype.reciprocal=function(e){var t=new UnaryOpProgram(e.shape,RECIPROCAL);return this.compileAndRun(t,[e])},e.prototype.relu=function(e){var t=new UnaryOpProgram(e.shape,RELU);return this.compileAndRun(t,[e])},e.prototype.elu=function(e){var t=new UnaryOpProgram(e.shape,ELU);return this.compileAndRun(t,[e])},e.prototype.eluDer=function(e,t){var r=new BinaryOpProgram(ELU_DER,e.shape,t.shape);return this.compileAndRun(r,[e,t])},e.prototype.selu=function(e){var t=new UnaryOpProgram(e.shape,SELU);return this.compileAndRun(t,[e])},e.prototype.int=function(e){var t=new UnaryOpProgram(e.shape,TO_INT),r=this.makeOutputArray(t.outputShape,"int32");return this.compileAndRun(t,[e],r)},e.prototype.clip=function(e,t,r){var n;return n=ENV.get("WEBGL_PACK_CLIP")?new ClipPackedProgram(e.shape,t,r):new ClipProgram(e.shape,t,r),this.compileAndRun(n,[e])},e.prototype.abs=function(e){var t=new UnaryOpProgram(e.shape,ABS);return this.compileAndRun(t,[e])},e.prototype.complexAbs=function(e){var t=this.texData.get(e.dataId),r=new ComplexAbsProgram(e.shape),n=[this.makeComplexComponentTensorHandle(e,t.complexTensors.real),this.makeComplexComponentTensorHandle(e,t.complexTensors.imag)];return this.compileAndRun(r,n)},e.prototype.sigmoid=function(e){var t=new UnaryOpProgram(e.shape,SIGMOID);return this.compileAndRun(t,[e])},e.prototype.softplus=function(e){var t=new UnaryOpProgram(e.shape,SOFTPLUS);return this.compileAndRun(t,[e])},e.prototype.sin=function(e){var t=new UnaryOpProgram(e.shape,SIN);return this.compileAndRun(t,[e])},e.prototype.cos=function(e){var t=new UnaryOpProgram(e.shape,COS);return this.compileAndRun(t,[e])},e.prototype.tan=function(e){var t=new UnaryOpProgram(e.shape,TAN);return this.compileAndRun(t,[e])},e.prototype.asin=function(e){var t=new UnaryOpProgram(e.shape,ASIN);return this.compileAndRun(t,[e])},e.prototype.acos=function(e){var t=new UnaryOpProgram(e.shape,ACOS);return this.compileAndRun(t,[e])},e.prototype.atan=function(e){var t=new UnaryOpProgram(e.shape,ATAN);return this.compileAndRun(t,[e])},e.prototype.atan2=function(e,t){var r=new BinaryOpProgram(ATAN2,e.shape,t.shape);return this.compileAndRun(r,[e,t])},e.prototype.sinh=function(e){var t=new UnaryOpProgram(e.shape,SINH);return this.compileAndRun(t,[e])},e.prototype.cosh=function(e){var t=new UnaryOpProgram(e.shape,COSH);return this.compileAndRun(t,[e])},e.prototype.tanh=function(e){var t=new UnaryOpProgram(e.shape,TANH);return this.compileAndRun(t,[e])},e.prototype.asinh=function(e){var t=new UnaryOpProgram(e.shape,ASINH);return this.compileAndRun(t,[e])},e.prototype.acosh=function(e){var t=new UnaryOpProgram(e.shape,ACOSH),r=t.getCustomSetupFunc();return this.compileAndRun(t,[e],null,r)},e.prototype.atanh=function(e){var t=new UnaryOpProgram(e.shape,ATANH),r=t.getCustomSetupFunc();return this.compileAndRun(t,[e],null,r)},e.prototype.erf=function(e){var t=new UnaryOpProgram(e.shape,ERF);return this.compileAndRun(t,[e])},e.prototype.step=function(e,t){var r=new UnaryOpProgram(e.shape,STEP(t));return this.compileAndRun(r,[e])},e.prototype.conv2dWithIm2Row=function(e,t,r){var n=r.filterWidth,a=r.filterHeight,o=r.inChannels,i=r.outWidth,s=r.outHeight,u=n*a*o,l=s*i,p=[u,l],c=e.squeeze([0]),d=t.reshape([u,-1]),h=new Im2ColProgram(p,c.shape,r),f=this.compileAndRun(h,[c]),m=new MatMulPackedProgram(f.shape,d.shape,[l,r.outChannels],!0,!1);return this.compileAndRun(m,[f,d]).reshape([1,s,i,r.outChannels])},e.prototype.conv2d=function(e,t,r){if(ENV.get("WEBGL_CONV_IM2COL")&&1===e.shape[0])return this.conv2dWithIm2Row(e,t,r);var n=new Conv2DProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.conv2dDerInput=function(e,t,r){var n=new Conv2DDerInputProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.conv2dDerFilter=function(e,t,r){var n=new Conv2DDerFilterProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.depthwiseConv2D=function(e,t,r){var n;return ENV.get("WEBGL_PACK_DEPTHWISECONV")&&1===r.dilationWidth&&1===r.dilationHeight&&r.padInfo.left<=1&&r.strideWidth<=2&&r.outChannels/r.inChannels==1?(n=new DepthwiseConvPacked2DProgram(r),this.compileAndRun(n,[e,t],this.makePackedTensor(r.outShape,e.dtype))):(n=new DepthwiseConv2DProgram(r),this.compileAndRun(n,[e,t]))},e.prototype.depthwiseConv2DDerInput=function(e,t,r){var n=new DepthwiseConv2DDerInputProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.depthwiseConv2DDerFilter=function(e,t,r){var n=new DepthwiseConv2DDerFilterProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.conv3d=function(e,t,r){var n=new Conv3DProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.conv3dDerInput=function(e,t,r){var n=new Conv3DDerInputProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.conv3dDerFilter=function(e,t,r){var n=new Conv3DDerFilterProgram(r);return this.compileAndRun(n,[e,t])},e.prototype.maxPool=function(e,t){var r=new Pool2DProgram(t,"max",!1),n=this.makeOutputArray(r.outputShape,e.dtype);return this.compileAndRun(r,[e],n)},e.prototype.avgPool=function(e,t){var r=new Pool2DProgram(t,"avg",!1),n=this.makeOutputArray(r.outputShape,"float32");return this.compileAndRun(r,[e],n)},e.prototype.maxPoolBackprop=function(e,t,r,n){var a=new Pool2DProgram(n,"max",!0),o=this.compileAndRun(a,[t]),i=new MaxPool2DBackpropProgram(n),s=this.makeOutputArray(i.outputShape,t.dtype),u=this.compileAndRun(i,[e,o],s);return o.dispose(),u},e.prototype.avgPoolBackprop=function(e,t,r){var n=new AvgPool2DBackpropProgram(r),a=this.makeOutputArray(n.outputShape,t.dtype);return this.compileAndRun(n,[e],a)},e.prototype.cast=function(e,t){return castTensor(e,t,this)},e.prototype.reshape=function(e,t){return this.texData.get(e.dataId).isPacked&&!isReshapeFree(e.shape,t)?this.packedReshape(e,t):reshapeTensor(e,t)},e.prototype.resizeBilinear=function(e,t,r,n){var a=new ResizeBilinearProgram(e.shape,t,r,n);return this.compileAndRun(a,[e])},e.prototype.resizeBilinearBackprop=function(e,t,r){var n=new ResizeBilinearBackpropProgram(e,t,r);return this.compileAndRun(n,[e])},e.prototype.resizeNearestNeighbor=function(e,t,r,n){var a=new ResizeNearestNeighborProgram(e.shape,t,r,n);return this.compileAndRun(a,[e])},e.prototype.resizeNearestNeighborBackprop=function(e,t,r){var n=new ResizeNearestNeigborBackpropProgram(e,t,r);return this.compileAndRun(n,[e])},e.prototype.multinomial=function(e,t,r,n){var a=t?e:softmax(e),o=a.shape[0],i=a.shape[1],s=new MultinomialProgram(o,i,r),u=this.makeOutputArray(s.outputShape,"int32"),l=s.getCustomSetupFunc(n);return this.compileAndRun(s,[a],u,l)},e.prototype.oneHot=function(e,t,r,n){var a=new OneHotProgram(e.size,t,r,n);return this.compileAndRun(a,[e])},e.prototype.nonMaxSuppression=function(e,t,r,n,a){return warn("tf.nonMaxSuppression() in webgl locks the UI thread. Call tf.nonMaxSuppressionAsync() instead"),nonMaxSuppressionImpl(e.dataSync(),t.dataSync(),r,n,a)},e.prototype.cropAndResize=function(e,t,r,n,a,o){var i=new CropAndResizeProgram(e.shape,t.shape,n,a,o);return this.compileAndRun(i,[e,t,r])},e.prototype.depthToSpace=function(e,t,r){assert(t>1,"blockSize should be > 1 for depthToSpace, but was: "+t);var n=e.shape[0],a=("NHWC"===r?e.shape[1]:e.shape[2])*t,o=("NHWC"===r?e.shape[2]:e.shape[3])*t,i=("NHWC"===r?e.shape[3]:e.shape[1])/(t*t),s=new DepthToSpaceProgram("NHWC"===r?[n,a,o,i]:[n,i,a,o],t,r);return this.compileAndRun(s,[e])},e.prototype.split=function(e,t,r){return split(e,t,r)},e.prototype.scatterND=function(e,t,r){var n=calculateShapes(t,e,r),a=n.sliceRank,o=n.numUpdates,i=n.sliceSize,s=n.strides,u=n.outputSize,l=[u/i,i],p=e.reshape([o,a]),c=t.reshape([o,i]);if(0===u)return reshapeTensor(tensor([]),r);var d=scalar(0),h=new ScatterProgram(o,a,p.rank,c.rank,s,l);return this.compileAndRun(h,[c,p,d]).reshape(r)},e.prototype.sparseToDense=function(e,t,r,n){var a=calculateShapes(t,e,r),o=a.sliceRank,i=a.numUpdates,s=a.strides,u=a.outputSize,l=new ScatterProgram(i,o,e.rank,t.rank,s,[u,1],!1);return this.compileAndRun(l,[t,e,n]).reshape(r)},e.prototype.fft=function(e){return this.fftImpl(e,!1)},e.prototype.ifft=function(e){return this.fftImpl(e,!0)},e.prototype.fftImpl=function(e,t){var r=this.texData.get(e.dataId),n=new FFTProgram(COMPLEX_FFT.REAL,e.shape,t),a=new FFTProgram(COMPLEX_FFT.IMAG,e.shape,t),o=[this.makeComplexComponentTensorHandle(e,r.complexTensors.real),this.makeComplexComponentTensorHandle(e,r.complexTensors.imag)],i=this.compileAndRun(n,o),s=this.compileAndRun(a,o),u=this.complex(i,s).as2D(e.shape[0],e.shape[1]);return i.dispose(),s.dispose(),u},e.prototype.gatherND=function(e,t){var r=t.shape,n=r[r.length-1],a=prepareAndValidate(e,t),o=a[0],i=a[1],s=a[2],u=a[3],l=t.reshape([i,n]),p=e.reshape([e.size/s,s]),c=new GatherNDProgram(n,u,[i,s]);return this.compileAndRun(c,[p,l]).reshape(o)},e.prototype.makeOutputArray=function(e,t){return Tensor.make(e,{},t)},e.prototype.makePackedTensor=function(e,t){var r=Tensor.make(e,{},t);return this.texData.get(r.dataId).isPacked=!0,r},e.prototype.unpackTensor=function(e){var t=new UnpackProgram(e.shape);return this.compileAndRun(t,[e],Tensor.make(t.outputShape,{},e.dtype))},e.prototype.getBatchDim=function(e,t){return void 0===t&&(t=2),sizeFromShape(e.slice(0,e.length-t))},e.prototype.getRowsCols=function(e){if(0===e.length)throw Error("Cannot get rows and columns of an empty shape array.");return[e.length>1?e[e.length-2]:1,e[e.length-1]]},e.prototype.packedReshape=function(e,t){var r=e.reshape([this.getBatchDim(e.shape)].concat(this.getRowsCols(e.shape))),n=[this.getBatchDim(t)].concat(this.getRowsCols(t)),a=new ReshapePackedProgram(n,r.shape);return this.compileAndRun(a,[r]).reshape(t)},e.prototype.compileAndRun=function(e,t,r,n,a){var o=this;if(void 0===a&&(a=!0),null==r&&(r=e.usesPackedTextures?this.makePackedTensor(e.outputShape,t[0].dtype):this.makeOutputArray(e.outputShape,t[0].dtype)),0===r.size)return this.texData.get(r.dataId).values=getTypedArrayFromDType(r.dtype,0),r;var i=t.map(function(t){if("complex64"===t.dtype)throw new Error("GPGPUProgram does not support complex64 input. For complex64 dtypes, please separate the program into real and imaginary parts.");var r=o.texData.get(t.dataId);if(null==r.texture){if(!e.usesPackedTextures&&sizeFromShape(t.shape)<=ENV.get("WEBGL_SIZE_UPLOAD_UNIFORM"))return{shape:t.shape,texData:null,isUniform:!0,uniformValues:o.readSync(t.dataId)};e.usesPackedTextures&&(r.isPacked=!0,r.shape=t.shape)}else if(!!r.isPacked!=!!e.usesPackedTextures){var n=void 0,a=void 0;r.isPacked?(n=new UnpackProgram(t.shape),a=o.compileAndRun(n,[t],Tensor.make(n.outputShape,{},t.dtype))):(n=new PackProgram(t.shape),a=o.compileAndRun(n,[t],o.makePackedTensor(t.shape,t.dtype))),r=o.texData.get(a.dataId),t=a}else if(r.isPacked&&!isReshapeFree(r.shape,t.shape)){o.delayedStorage=!1;var i=t.dataSync();o.delayedStorage=!0,t=Tensor.make(t.shape,{values:i},t.dtype),(r=o.texData.get(t.dataId)).isPacked=!0}return o.uploadToGPU(t.dataId),{shape:t.shape,texData:r,isUniform:!1}});this.uploadToGPU(r.dataId);var s,u={shape:r.shape,texData:this.texData.get(r.dataId),isUniform:!1},l=makeShaderKey(e,i,u),p=this.getAndSaveBinary(l,function(){return compileProgram(o.gpgpu,e,i,u)}),c=null!=this.activeTimers;if(c&&(s=this.startTimer()),runProgram(p,i,u,n),ENV.get("WEBGL_PAGING_ENABLED")&&a&&this.numBytesInGPU>this.NUM_BYTES_BEFORE_PAGING)for(var d=this.numBytesInGPU-this.NUM_BYTES_BEFORE_PAGING;d>0&&this.lruDataGPU.length>0;){var h=this.lruDataGPU.shift(),f=this.texData.get(h),m=f.shape,g=f.dtype;d-=this.computeBytes(m,g),this.read(h)}return c&&(s=this.endTimer(s),this.activeTimers.push({name:e.constructor.name,query:this.getQueryTime(s)})),ENV.get("WEBGL_LAZILY_UNPACK")||!this.texData.get(r.dataId).isPacked||e.isPackShader?r:this.unpackTensor(r)},e.prototype.getAndSaveBinary=function(e,t){return e in this.binaryCache||(this.binaryCache[e]=t()),this.binaryCache[e]},e.prototype.getTextureManager=function(){return this.textureManager},e.prototype.dispose=function(){if(!this.disposed){for(var e in this.binaryCache)this.gpgpu.deleteProgram(this.binaryCache[e].webGLProgram);this.textureManager.dispose(),this.canvas.remove(),null!=this.fromPixels2DContext&&this.fromPixels2DContext.canvas.remove(),this.gpgpuCreatedLocally&&this.gpgpu.dispose(),this.disposed=!0}},e.prototype.floatPrecision=function(){var e=this;return tidy(function(){return e.abs(scalar(1e-8)).get()>0?32:16})},e.prototype.uploadToGPU=function(e){var t,r=this.texData.get(e),n=r.shape,a=r.values,o=r.texture,i=r.usage,s=r.isPacked;if(null==o){var u,l=null!=this.activeTimers;l&&(u=performance.now());var p=getTextureShapeFromLogicalShape(n,s);r.texShape=p;var c=this.acquireTexture(e,p,i,s);if(r.texture=c,null!=a){if(s){var d=this.getBatchDim(n),h=1,f=1;n.length&&(h=(t=this.getRowsCols(n))[0],f=t[1]),this.gpgpu.uploadMatrixToPackedTexture(c,d,h,f,p[0],p[1],typedArrayToFloat32(a))}else this.gpgpu.uploadMatrixToTexture(c,p[0],p[1],typedArrayToFloat32(a));r.values=null,l&&(this.uploadWaitMs+=performance.now()-u)}}else ENV.get("WEBGL_PAGING_ENABLED")&&this.lruDataGPU.indexOf(e)>=0&&(this.lruDataGPU.splice(this.lruDataGPU.indexOf(e),1),this.lruDataGPU.push(e))},e.prototype.convertAndCacheOnCPU=function(e,t){var r=this.delayedStorage,n=this.texData.get(e),a=n.texture,o=n.texShape,i=n.dtype,s=n.usage,u=n.isPacked;return r&&null!=a&&(this.releaseTexture(e,a,o,s,u),n.texture=null,n.texShape=null),n.usage=TextureUsage.UPLOAD,null!=t&&(n.values=float32ToTypedArray(t,i)),n.values},e.prototype.releaseTexture=function(e,t,r,n,a){var o=this.texData.get(e),i=o.shape,s=o.dtype;if(ENV.get("WEBGL_PAGING_ENABLED")){var u=this.lruDataGPU.indexOf(e);u>=0&&this.lruDataGPU.splice(u,1)}this.numBytesInGPU-=this.computeBytes(i,s),this.textureManager.releaseTexture(t,r,n,a)},e.prototype.acquireTexture=function(e,t,r,n){var a=this.texData.get(e),o=a.shape,i=a.dtype;return ENV.get("WEBGL_PAGING_ENABLED")&&this.lruDataGPU.push(e),this.numBytesInGPU+=this.computeBytes(o,i),this.textureManager.acquireTexture(t,r,n)},e.prototype.computeBytes=function(e,t){return sizeFromShape(e)*bytesPerElement(t)},e}();function float32ToTypedArray(e,t){if("float32"===t||"complex64"===t)return e;if("int32"===t||"bool"===t){for(var r="int32"===t?new Int32Array(e.length):new Uint8Array(e.length),n=0;n<r.length;++n)r[n]=Math.round(e[n]);return r}throw new Error("Unknown dtype "+t)}function typedArrayToFloat32(e){return e instanceof Float32Array?e:new Float32Array(e)}function neg_(e){var t=convertToTensor(e,"x","neg");return ENV.engine.runKernel(function(e){return e.neg(t)},{$x:t},function(e){return{$x:function(){return e.neg()}}})}function ceil_(e){var t=convertToTensor(e,"x","ceil");return ENV.engine.runKernel(function(e){return e.ceil(t)},{$x:t},function(e){return{$x:function(){return zerosLike(e)}}})}function floor_(e){var t=convertToTensor(e,"x","floor");return ENV.engine.runKernel(function(e){return e.floor(t)},{$x:t},function(e){return{$x:function(){return zerosLike(e)}}})}function sign_(e){var t=convertToTensor(e,"x","sign");return ENV.engine.runKernel(function(e){return e.sign(t)},{$x:t},function(e){return{$x:function(){return zerosLike(e)}}})}function round_(e){var t=convertToTensor(e,"x","round");return ENV.engine.runKernel(function(e){return e.round(t)},{$x:t},function(e){return{$x:function(){return zerosLike(e)}}})}function exp_(e){var t=convertToTensor(e,"x","exp");return ENV.engine.runKernel(function(e,r){return r(e.exp(t))},{$x:t},function(e,t){var r=t[0];return{$x:function(){return e.mulStrict(r)}}})}function expm1_(e){var t=convertToTensor(e,"x","expm1");return ENV.engine.runKernel(function(e){return e.expm1(t)},{$x:t},function(e){return{$x:function(){return e.mulStrict(t.exp())}}})}function log_(e){var t=convertToTensor(e,"x","log");return ENV.engine.runKernel(function(e){return e.log(t)},{$x:t},function(e){return{$x:function(){return e.divStrict(t.toFloat())}}})}function log1p_(e){var t=convertToTensor(e,"x","log1p");return ENV.engine.runKernel(function(e){return e.log1p(t)},{$x:t},function(e){return{$x:function(){return e.div(t.add(1))}}})}function sqrt_(e){var t=convertToTensor(e,"x","sqrt");return ENV.engine.runKernel(function(e){return e.sqrt(t)},{$x:t},function(e){return{$x:function(){return e.div(t.toFloat().sqrt().mul(2))}}})}function rsqrt_(e){var t=convertToTensor(e,"x","rsqrt");return ENV.engine.runKernel(function(e){return e.rsqrt(t)},{$x:t},function(e){return{$x:function(){return e.div(t.pow(1.5).mul(2)).neg()}}})}function square_(e){var t=convertToTensor(e,"x","square");return ENV.engine.runKernel(function(e){return e.square(t)},{$x:t},function(e){return{$x:function(){return e.mul(t.toFloat().mul(2))}}})}function reciprocal_(e){var t=convertToTensor(e,"x","reciprocal");return ENV.engine.runKernel(function(e){return e.reciprocal(t)},{$x:t},function(e){return{$x:function(){return e.divStrict(t.square().neg())}}})}function abs_(e){var t=convertToTensor(e,"x","abs");return"complex64"===t.dtype?ENV.engine.runKernel(function(e){return e.complexAbs(t)},{$x:t}):ENV.engine.runKernel(function(e){return e.abs(t)},{$x:t},function(e){return{$x:function(){return e.mulStrict(t.toFloat().step(-1))}}})}function clipByValue_(e,t,r){var n=convertToTensor(e,"x","clipByValue");return assert(t<=r,"Error in clip: min ("+t+") must be less than or equal to max ("+r+")."),ENV.engine.runKernel(function(e){return e.clip(n,t,r)},{$x:n},function(e){return{$x:function(){return e.where(n.greaterEqual(t).logicalAnd(n.lessEqual(r)),zerosLike(e))}}})}function sigmoid_(e){var t=convertToTensor(e,"x","sigmoid");return ENV.engine.runKernel(function(e,r){return r(e.sigmoid(t))},{$x:t},function(e,t){var r=t[0];return{$x:function(){return e.mul(r.mul(scalar(1).sub(r)))}}})}function logSigmoid_(e){var t=convertToTensor(e,"x","logSigmoid");return ENV.engine.runKernel(function(e){return e.softplus(t.neg()).neg()},{$x:t},function(e){return{$x:function(){return e.mulStrict(t.neg().sigmoid())}}})}function softplus_(e){var t=convertToTensor(e,"x","softplus");return ENV.engine.runKernel(function(e){return e.softplus(t)},{$x:t},function(e){return{$x:function(){return e.mulStrict(t.sigmoid())}}})}function sin_(e){var t=convertToTensor(e,"x","sin");return ENV.engine.runKernel(function(e){return e.sin(t)},{$x:t},function(e){return{$x:function(){return t.toFloat().cos().mulStrict(e)}}})}function cos_(e){var t=convertToTensor(e,"x","cos");return ENV.engine.runKernel(function(e){return e.cos(t)},{$x:t},function(e){return{$x:function(){return t.toFloat().sin().neg().mulStrict(e)}}})}function tan_(e){var t=convertToTensor(e,"x","tan");return ENV.engine.runKernel(function(e){return e.tan(t)},{$x:t},function(e){return{$x:function(){return e.divStrict(t.cos().square())}}})}function asin_(e){var t=convertToTensor(e,"x","asin");return ENV.engine.runKernel(function(e){return e.asin(t)},{$x:t},function(e){return{$x:function(){return e.divStrict(scalar(1).sub(t.toFloat().square()).sqrt())}}})}function acos_(e){var t=convertToTensor(e,"x","acos");return ENV.engine.runKernel(function(e){return e.acos(t)},{$x:t},function(e){return{$x:function(){return e.divStrict(scalar(1).sub(t.toFloat().square()).sqrt()).neg()}}})}function atan_(e){var t=convertToTensor(e,"x","atan");return ENV.engine.runKernel(function(e){return e.atan(t)},{$x:t},function(e){return{$x:function(){return e.div(t.toFloat().square().add(1))}}})}function sinh_(e){var t=convertToTensor(e,"x","sinh");return ENV.engine.runKernel(function(e){return e.sinh(t)},{$x:t},function(e){return{$x:function(){return t.toFloat().cosh().mulStrict(e)}}})}function cosh_(e){var t=convertToTensor(e,"x","cosh");return ENV.engine.runKernel(function(e){return e.cosh(t)},{$x:t},function(e){return{$x:function(){return t.toFloat().sinh().mulStrict(e)}}})}function tanh_(e){var t=convertToTensor(e,"x","tanh");return ENV.engine.runKernel(function(e,r){return r(e.tanh(t))},{$x:t},function(e,t){var r=t[0];return{$x:function(){return scalar(1).sub(r.square()).mulStrict(e)}}})}function asinh_(e){var t=convertToTensor(e,"x","asinh");return ENV.engine.runKernel(function(e){return e.asinh(t)},{$x:t},function(e){return{$x:function(){return e.divStrict(scalar(1).add(t.toFloat().square()).sqrt())}}})}function acosh_(e){var t=convertToTensor(e,"x","acosh");return ENV.engine.runKernel(function(e){return e.acosh(t)},{$x:t},function(e){return{$x:function(){return e.divStrict(t.toFloat().square().sub(1).sqrt())}}})}function atanh_(e){var t=convertToTensor(e,"x","atanh");return ENV.engine.runKernel(function(e){return e.atanh(t)},{$x:t},function(e){return{$x:function(){return e.div(scalar(1).sub(t.toFloat().square()))}}})}function erf_(e){var t=convertToTensor(e,"x","erf");return assert("int32"===t.dtype||"float32"===t.dtype,"Input dtype must be `int32` or `float32`."),"int32"===t.dtype&&(t=t.toFloat()),ENV.engine.runKernel(function(e){return e.erf(t)},{$x:t},function(e){return{$x:function(){return e.mul(t.square().neg().exp().mul(2/Math.sqrt(Math.PI)))}}})}function step_(e,t){void 0===t&&(t=0);var r=convertToTensor(e,"x","step");return ENV.engine.runKernel(function(e){return e.step(r,t)},{$x:r},function(e){return{$x:function(){return zerosLike(e)}}})}ENV.get("IS_BROWSER")&&ENV.registerBackend("webgl",function(){return new MathBackendWebGL},2,setTensorTracker);var abs=op({abs_:abs_}),acos=op({acos_:acos_}),acosh=op({acosh_:acosh_}),asin=op({asin_:asin_}),asinh=op({asinh_:asinh_}),atan=op({atan_:atan_}),atanh=op({atanh_:atanh_}),ceil=op({ceil_:ceil_}),clipByValue=op({clipByValue_:clipByValue_}),cos=op({cos_:cos_}),cosh=op({cosh_:cosh_}),erf=op({erf_:erf_}),exp=op({exp_:exp_}),expm1=op({expm1_:expm1_}),floor=op({floor_:floor_}),log$1=op({log_:log_}),log1p=op({log1p_:log1p_}),logSigmoid=op({logSigmoid_:logSigmoid_}),neg=op({neg_:neg_}),reciprocal=op({reciprocal_:reciprocal_}),round=op({round_:round_}),rsqrt=op({rsqrt_:rsqrt_}),sigmoid=op({sigmoid_:sigmoid_}),sign=op({sign_:sign_}),sin=op({sin_:sin_}),sinh=op({sinh_:sinh_}),softplus=op({softplus_:softplus_}),sqrt=op({sqrt_:sqrt_}),square=op({square_:square_}),step=op({step_:step_}),tan=op({tan_:tan_}),tanh$1=op({tanh_:tanh_});function batchNormalization2d_(e,t,r,n,a,o){void 0===n&&(n=.001);var i,s,u=convertToTensor(e,"x","batchNormalization"),l=convertToTensor(t,"mean","batchNormalization"),p=convertToTensor(r,"variance","batchNormalization");return null!=a&&(i=convertToTensor(a,"scale","batchNormalization")),null!=o&&(s=convertToTensor(o,"offset","batchNormalization")),assert(2===u.rank,"Error in batchNormalization3D: x must be rank 3 but got rank "+u.rank+"."),assert(2===l.rank||1===l.rank,"Error in batchNormalization2D: mean must be rank 2 or rank 1 but got rank "+l.rank+"."),assert(2===p.rank||1===p.rank,"Error in batchNormalization2D: variance must be rank 2 or rank 1 but got rank "+p.rank+"."),null!=i&&assert(2===i.rank||1===i.rank,"Error in batchNormalization2D: scale must be rank 2 or rank 1 but got rank "+i.rank+"."),null!=s&&assert(2===s.rank||1===s.rank,"Error in batchNormalization2D: offset must be rank 2 or rank 1 but got rank "+s.rank+"."),batchNormalization(u,l,p,n,i,s)}function batchNormalization3d_(e,t,r,n,a,o){void 0===n&&(n=.001);var i,s,u=convertToTensor(e,"x","batchNormalization"),l=convertToTensor(t,"mean","batchNormalization"),p=convertToTensor(r,"variance","batchNormalization");return null!=a&&(i=convertToTensor(a,"scale","batchNormalization")),null!=o&&(s=convertToTensor(o,"offset","batchNormalization")),assert(3===u.rank,"Error in batchNormalization3D: x must be rank 3 but got rank "+u.rank+"."),assert(3===l.rank||1===l.rank,"Error in batchNormalization3D: mean must be rank 3 or rank 1 but got rank "+l.rank+"."),assert(3===p.rank||1===p.rank,"Error in batchNormalization3D: variance must be rank 3 or rank 1 but got rank "+p.rank+"."),null!=i&&assert(3===i.rank||1===i.rank,"Error in batchNormalization3D: scale must be rank 3 or rank 1 but got rank "+i.rank+"."),null!=s&&assert(3===s.rank||1===s.rank,"Error in batchNormalization3D: offset must be rank 3 or rank 1 but got rank "+s.rank+"."),batchNormalization(u,l,p,n,i,s)}function batchNormalization4d_(e,t,r,n,a,o){void 0===n&&(n=.001);var i,s,u=convertToTensor(e,"x","batchNormalization"),l=convertToTensor(t,"mean","batchNormalization"),p=convertToTensor(r,"variance","batchNormalization");return null!=a&&(i=convertToTensor(a,"scale","batchNormalization")),null!=o&&(s=convertToTensor(o,"offset","batchNormalization")),assert(4===u.rank,"Error in batchNormalization4D: x must be rank 4 but got rank "+u.rank+"."),assert(4===l.rank||1===l.rank,"Error in batchNormalization4D: mean must be rank 4 or rank 1 but got rank "+l.rank+"."),assert(4===p.rank||1===p.rank,"Error in batchNormalization4D: variance must be rank 4 or rank 1 but got rank "+p.rank+"."),null!=i&&assert(4===i.rank||1===i.rank,"Error in batchNormalization4D: scale must be rank 4 or rank 1 but got rank "+i.rank+"."),null!=s&&assert(4===s.rank||1===s.rank,"Error in batchNormalization4D: offset must be rank 4 or rank 1 but got rank "+s.rank+"."),batchNormalization(u,l,p,n,i,s)}function batchNormalization_(e,t,r,n,a,o){void 0===n&&(n=.001);var i,s,u,l=convertToTensor(e,"x","batchNormalization"),p=convertToTensor(t,"mean","batchNormalization"),c=convertToTensor(r,"variance","batchNormalization");return null!=a&&(i=convertToTensor(a,"scale","batchNormalization")),null!=o&&(s=convertToTensor(o,"offset","batchNormalization")),assert(p.rank===c.rank,"Batch normalization gradient requires mean and variance to have equal ranks."),assert(null==s||p.rank===s.rank,"Batch normalization gradient requires mean and offset to have equal ranks."),assert(null==i||p.rank===i.rank,"Batch normalization gradient requires mean and scale to have equal ranks."),u=0===l.rank||1===l.rank?l.as4D(1,1,1,l.size):2===l.rank?l.as4D(1,1,l.shape[0],l.shape[1]):3===l.rank?l.as4D(1,l.shape[0],l.shape[1],l.shape[2]):l,ENV.engine.runKernel(function(e){return e.batchNormalization(u,batchnormReshape4D(p),batchnormReshape4D(c),n,batchnormReshape4D(i),batchnormReshape4D(s))},{$x:l,$mean:p,$variance:c,$scale:i,$offset:s},function(e){var t=null==i?scalar(1):i,r=getReductionAxes(p.shape,u.shape),a=[];if(1===p.rank){for(var o=0;o<u.shape.length-1;++o)a.push(u.shape[o]);a.push(1)}var s=l.sub(p),d=e.mul(t),h=rsqrt(c.add(scalar(n))),f=h.mul(h).mul(h).mul(scalar(-.5));return{$x:function(){return 1===p.rank?e.mul(tile(h.as4D(1,1,1,p.shape[0]),a)).mul(t).reshape(l.shape):e.mul(h).mul(t).reshape(l.shape)},$mean:function(){var e=h.mul(scalar(-1)).mul(d);return 1===p.rank&&(e=e.sum(r)),e.reshape(p.shape)},$variance:function(){var e=f.mul(s).mul(d);return 1===p.rank&&(e=e.sum(r)),e.reshape(p.shape)},$scale:function(){var t=s.mul(h),n=e.mul(t);return 1===p.rank&&(n=n.sum(r)),n.reshape(p.shape)},$offset:function(){var t=e;return 1===p.rank&&(t=t.sum(r)),t.reshape(p.shape)}}}).reshape(l.shape)}function batchnormReshape4D(e){return null==e?null:0===e.rank?e.as1D():1===e.rank?e:2===e.rank?e.as4D(1,1,e.shape[0],e.shape[1]):3===e.rank?e.as4D(1,e.shape[0],e.shape[1],e.shape[2]):e}var batchNormalization2d=op({batchNormalization2d_:batchNormalization2d_}),batchNormalization3d=op({batchNormalization3d_:batchNormalization3d_}),batchNormalization4d=op({batchNormalization4d_:batchNormalization4d_}),batchNormalization=op({batchNormalization_:batchNormalization_});function computePool2DInfo(e,t,r,n,a,o,i){void 0===i&&(i="channelsLast");var s,u=parseTupleParam(t),l=u[0],p=u[1];if("channelsLast"===i)s=[l,p,e[3],e[3]];else{if("channelsFirst"!==i)throw new Error("Unknown dataFormat "+i);s=[l,p,e[1],e[1]]}return computeConv2DInfo(e,s,r,n,a,o,!1,i)}function computeConv2DInfo(e,t,r,n,a,o,i,s){void 0===i&&(i=!1),void 0===s&&(s="channelsLast");var u=[-1,-1,-1,-1],l=u[0],p=u[1],c=u[2],d=u[3];if("channelsLast"===s)l=e[0],p=e[1],c=e[2],d=e[3];else{if("channelsFirst"!==s)throw new Error("Unknown dataFormat "+s);l=e[0],d=e[1],p=e[2],c=e[3]}var h,f=t[0],m=t[1],g=t[3],y=parseTupleParam(r),v=y[0],x=y[1],b=parseTupleParam(n),w=b[0],N=b[1],S=getEffectiveFilterSize(f,w),T=getEffectiveFilterSize(m,N),E=getPadAndOutInfo(a,p,c,v,x,S,T,o),I=E.padInfo,_=E.outHeight,C=E.outWidth,A=i?g*d:g;return"channelsFirst"===s?h=[l,A,_,C]:"channelsLast"===s&&(h=[l,_,C,A]),{batchSize:l,dataFormat:s,inHeight:p,inWidth:c,inChannels:d,outHeight:_,outWidth:C,outChannels:A,padInfo:I,strideHeight:v,strideWidth:x,filterHeight:f,filterWidth:m,effectiveFilterHeight:S,effectiveFilterWidth:T,dilationHeight:w,dilationWidth:N,inShape:e,outShape:h,filterShape:t}}function computeConv3DInfo(e,t,r,n,a,o,i){void 0===o&&(o=!1),void 0===i&&(i="channelsLast");var s=[-1,-1,-1,-1,-1],u=s[0],l=s[1],p=s[2],c=s[3],d=s[4];if("channelsLast"===i)u=e[0],l=e[1],p=e[2],c=e[3],d=e[4];else{if("channelsFirst"!==i)throw new Error("Unknown dataFormat "+i);u=e[0],d=e[1],l=e[2],p=e[3],c=e[4]}var h,f=t[0],m=t[1],g=t[2],y=t[4],v=parse3TupleParam(r),x=v[0],b=v[1],w=v[2],N=parse3TupleParam(n),S=N[0],T=N[1],E=N[2],I=get3DPadAndOutInfo(a,l,p,c,x,b,w,getEffectiveFilterSize(f,S),getEffectiveFilterSize(m,T),getEffectiveFilterSize(g,E)),_=I.padInfo,C=I.outDepth,A=I.outHeight,P=I.outWidth,k=o?y*d:y;return"channelsFirst"===i?h=[u,k,C,A,P]:"channelsLast"===i&&(h=[u,C,A,P,k]),{batchSize:u,dataFormat:i,inDepth:l,inHeight:p,inWidth:c,inChannels:d,outDepth:C,outHeight:A,outWidth:P,outChannels:k,padInfo:_,strideDepth:x,strideHeight:b,strideWidth:w,filterDepth:f,filterHeight:m,filterWidth:g,dilationDepth:S,dilationHeight:T,dilationWidth:E,inShape:e,outShape:h,filterShape:t}}function computeOutputShape3D(e,t,r,n,a,o){null==a&&(a=computeDefaultPad(e,t,n));var i=e[0],s=e[1],u=conditionalRound((i-t+2*a)/n+1,o);assert(isInt(u),"The output # of rows ("+u+") must be an integer. Change the stride and/or zero pad parameters");var l=conditionalRound((s-t+2*a)/n+1,o);return assert(isInt(l),"The output # of columns ("+l+") must be an integer. Change the stride and/or zero pad parameters"),[u,l,r]}function computeDefaultPad(e,t,r,n){void 0===n&&(n=1);var a=getEffectiveFilterSize(t,n);return Math.floor((e[0]*(r-1)-r+a)/2)}function parseTupleParam(e){return"number"==typeof e?[e,e]:e}function parse3TupleParam(e){return"number"==typeof e?[e,e,e]:e}function getEffectiveFilterSize(e,t){return t<=1?e:e+(e-1)*(t-1)}function getPadAndOutInfo(e,t,r,n,a,o,i,s){var u,l,p;if("number"==typeof e){u={top:e,bottom:e,left:e,right:e,type:0===e?"VALID":"NUMBER"};var c=computeOutputShape3D([t,r,1],o,1,n,e,s);l=c[0],p=c[1]}else if("same"===e){var d=((l=Math.ceil(t/n))-1)*n+o-t,h=((p=Math.ceil(r/a))-1)*a+i-r,f=Math.floor(d/2),m=d-f,g=Math.floor(h/2);u={top:f,bottom:m,left:g,right:h-g,type:"SAME"}}else{if("valid"!==e)throw Error("Unknown padding parameter: "+e);u={top:0,bottom:0,left:0,right:0,type:"VALID"},l=Math.ceil((t-o+1)/n),p=Math.ceil((r-i+1)/a)}return{padInfo:u,outHeight:l,outWidth:p}}function get3DPadAndOutInfo(e,t,r,n,a,o,i,s,u,l){var p,c,d,h;if("same"===e){var f=((c=Math.ceil(t/a))-1)*a+s-t,m=((d=Math.ceil(r/o))-1)*o+u-r,g=((h=Math.ceil(n/i))-1)*i+l-n,y=Math.floor(f/2),v=f-y,x=Math.floor(m/2),b=m-x,w=Math.floor(g/2);p={top:x,bottom:b,left:w,right:g-w,front:y,back:v,type:"SAME"}}else{if("valid"!==e)throw Error("Unknown padding parameter: "+e);p={top:0,bottom:0,left:0,right:0,front:0,back:0,type:"VALID"},c=Math.ceil((t-s+1)/a),d=Math.ceil((r-u+1)/o),h=Math.ceil((n-l+1)/i)}return{padInfo:p,outDepth:c,outHeight:d,outWidth:h}}function conditionalRound(e,t){if(!t)return e;switch(t){case"round":return Math.round(e);case"ceil":return Math.ceil(e);case"floor":return Math.floor(e);default:throw new Error("Unknown roundingMode "+t)}}function tupleValuesAreOne(e){var t=parseTupleParam(e),r=t[0],n=t[1];return 1===r&&1===n}function eitherStridesOrDilationsAreOne(e,t){return tupleValuesAreOne(e)||tupleValuesAreOne(t)}function matMul_(e,t,r,n){var a;void 0===r&&(r=!1),void 0===n&&(n=!1);var o=convertToTensor(e,"a","matMul"),i=convertToTensor(t,"b","matMul");o=(a=makeTypesMatch(o,i))[0],i=a[1];var s=r?o.shape[o.rank-2]:o.shape[o.rank-1],u=n?i.shape[i.rank-1]:i.shape[i.rank-2],l=r?o.shape[o.rank-1]:o.shape[o.rank-2],p=n?i.shape[i.rank-2]:i.shape[i.rank-1],c=o.shape.slice(0,-2),d=i.shape.slice(0,-2),h=sizeFromShape(c),f=sizeFromShape(d);assert(o.rank>=2&&i.rank>=2&&o.rank===i.rank,"Error in matMul: inputs must have the same rank of at least 2, got ranks "+o.rank+" and "+i.rank+"."),assert(arraysEqual(c,d),"Error in matMul: outer dimensions ("+c+") and ("+d+") of Tensors with shapes "+o.shape+" and "+i.shape+" must match."),assert(s===u,"Error in matMul: inner shapes ("+s+") and ("+u+") of Tensors with shapes "+o.shape+" and "+i.shape+" and transposeA="+r+" and transposeB="+n+" must match.");var m=o.shape.slice(0,-2).concat([l,p]),g=r?o.as3D(h,s,l):o.as3D(h,l,s),y=n?i.as3D(f,p,u):i.as3D(f,u,p);return ENV.engine.runKernel(function(e){return e.batchMatMul(g,y,r,n)},{$a:g,$b:y},function(e){return r||n?!r&&n?{$a:function(){return e.matMul(y,!1,!1)},$b:function(){return e.matMul(g,!0,!1)}}:r&&!n?{$a:function(){return y.matMul(e,!1,!0)},$b:function(){return g.matMul(e,!1,!1)}}:{$a:function(){return y.matMul(e,!0,!0)},$b:function(){return e.matMul(g,!0,!0)}}:{$a:function(){return e.matMul(y,!1,!0)},$b:function(){return g.matMul(e,!0,!1)}}}).reshape(m)}function outerProduct_(e,t){var r=convertToTensor(e,"v1","outerProduct"),n=convertToTensor(t,"v2","outerProduct");return assert(1===r.rank&&1===n.rank,"Error in outerProduct: inputs must be rank 1, but got ranks "+r.rank+" and "+n.rank+"."),r.as2D(-1,1).matMul(n.as2D(1,-1))}function dot_(e,t){var r=convertToTensor(e,"t1","dot"),n=convertToTensor(t,"t2","dot");assert(!(1!==r.rank&&2!==r.rank||1!==n.rank&&2!==n.rank),"Error in dot: inputs must all be rank 1 or 2, but got ranks "+r.rank+" and "+n.rank+".");var a=1===r.rank?r.size:r.shape[1],o=1===n.rank?n.size:n.shape[0];return assert(a===o,"Error in dot: inner dimensions of inputs must match, but got "+a+" and "+o+"."),1===r.rank&&1===n.rank?r.as2D(1,-1).matMul(n.as2D(-1,1)).asScalar():1===r.rank&&2===n.rank?r.as2D(1,-1).matMul(n.as2D(n.shape[0],n.shape[1])).as1D():2===r.rank&&1===n.rank?r.matMul(n.as2D(-1,1)).as1D():r.matMul(n.as2D(n.shape[0],n.shape[1]))}var matMul=op({matMul_:matMul_}),dot=op({dot_:dot_}),outerProduct=op({outerProduct_:outerProduct_});function conv1d_(e,t,r,n,a,o,i){void 0===a&&(a="NWC"),void 0===o&&(o=1);var s=convertToTensor(e,"x","conv1d"),u=convertToTensor(t,"filter","conv1d"),l=s,p=!1;2===s.rank&&(p=!0,l=s.as3D(1,s.shape[0],s.shape[1])),assert(3===l.rank,"Error in conv1d: input must be rank 3, but got rank "+l.rank+"."),assert(3===u.rank,"Error in conv1d: filter must be rank 3, but got rank "+u.rank+"."),null!=i&&assert(isInt(n),"Error in conv1d: pad must be an integer when using, dimRoundingMode "+i+" but got pad "+n+"."),assert(l.shape[2]===u.shape[1],"Error in conv1d: depth of input ("+l.shape[2]+") must match input depth for filter "+u.shape[1]+"."),assert(eitherStridesOrDilationsAreOne(r,o),"Error in conv1D: Either stride or dilation must be 1. Got stride "+r+" and dilation '"+o+"'"),assert("NWC"===a,"Error in conv1d: got dataFormat of "+a+" but only NWC is currently supported.");var c=u.as4D(1,u.shape[0],u.shape[1],u.shape[2]),d=l.as4D(l.shape[0],1,l.shape[1],l.shape[2]),h=conv2d(d,c,[1,r],n,"NHWC",[1,o],i);return p?h.as2D(h.shape[2],h.shape[3]):h.as3D(h.shape[0],h.shape[2],h.shape[3])}function conv2d_(e,t,r,n,a,o,i){void 0===a&&(a="NHWC"),void 0===o&&(o=[1,1]);var s=convertToTensor(e,"x","conv2d"),u=convertToTensor(t,"filter","conv2d"),l=s,p=!1;3===s.rank&&(p=!0,l=s.as4D(1,s.shape[0],s.shape[1],s.shape[2])),assert(4===l.rank,"Error in conv2d: input must be rank 4, but got rank "+l.rank+"."),assert(4===u.rank,"Error in conv2d: filter must be rank 4, but got rank "+u.rank+"."),null!=i&&assert(isInt(n),"Error in conv2d: pad must be an integer when using, dimRoundingMode "+i+" but got pad "+n+"."),assert(l.shape[3]===u.shape[2],"Error in conv2d: depth of input ("+l.shape[3]+") must match input depth for filter "+u.shape[2]+"."),assert(eitherStridesOrDilationsAreOne(r,o),"Error in conv2D: Either strides or dilations must be 1. Got strides "+r+" and dilations '"+o+"'"),assert("NHWC"===a,"Error in conv2d: got dataFormat of "+a+" but only NHWC is currently supported.");var c,d=computeConv2DInfo(l.shape,u.shape,r,o,n,i);if(1!==d.filterHeight||1!==d.filterWidth||1!==d.dilationHeight||1!==d.dilationWidth||1!==d.strideHeight||1!==d.strideWidth||"SAME"!==d.padInfo.type&&"VALID"!==d.padInfo.type)c=ENV.engine.runKernel(function(e){return e.conv2d(l,u,d)},{x:l,$filter:u},function(e){return assert(tupleValuesAreOne(o),"Error in gradient of conv2D: dilation rates greater than 1 are notyet supported in gradients. Got dilations '"+o+"'"),{x:function(){return conv2dDerInput_(l.shape,e,u,r,n)},$filter:function(){return conv2dDerFilter_(l,e,u.shape,r,n)}}});else{var h=l.reshape([-1,d.inChannels]),f=u.reshape([d.inChannels,d.outChannels]);c=matMul(h,f).reshape(d.outShape)}return p?c.as3D(c.shape[1],c.shape[2],c.shape[3]):c}function conv2dDerInput_(e,t,r,n,a,o){assert(e.length===t.rank,"Length of inShape ("+e.length+") and rank of dy ("+t.rank+") must match");var i=e,s=t,u=!1;3===t.rank&&(u=!0,s=t.as4D(1,t.shape[0],t.shape[1],t.shape[2]),i=[1,e[0],e[1],e[2]]);var l=i[3],p=s.shape[3];assert(4===i.length,"Error in conv2dDerInput: inShape must be length 4, but got length "+i.length+"."),assert(4===s.rank,"Error in conv2dDerInput: dy must be rank 4, but got rank "+s.rank),assert(4===r.rank,"Error in conv2dDerInput: filter must be rank 4, but got rank "+r.rank),assert(l===r.shape[2],"Error in conv2dDerInput: depth of input ("+l+") must match input depth for filter "+r.shape[2]+"."),assert(p===r.shape[3],"Error in conv2dDerInput: depth of output ("+p+") must match output depth for filter "+r.shape[3]+"."),null!=o&&assert(isInt(a),"Error in conv2dDerInput: pad must be an integer when using, dimRoundingMode "+o+" but got pad "+a+".");var c=computeConv2DInfo(i,r.shape,n,1,a,o),d=ENV.engine.runKernel(function(e){return e.conv2dDerInput(s,r,c)},{dy4D:s,filter:r},function(e){return{dy4D:function(){return conv2d(e,r,n,a,"NHWC",1,o)},filter:function(){return conv2dDerFilter(e,s,r.shape,n,a,o)}}});return u?d.as3D(d.shape[1],d.shape[2],d.shape[3]):d}function conv2dDerFilter_(e,t,r,n,a,o){var i=e;3===e.rank&&(i=e.as4D(1,e.shape[0],e.shape[1],e.shape[2]));var s=t;3===s.rank&&(s=t.as4D(1,t.shape[0],t.shape[1],t.shape[2])),assert(4===i.rank,"Error in conv2dDerFilter: input must be rank 4, but got shape "+i.shape+"."),assert(4===s.rank,"Error in conv2dDerFilter: dy must be rank 4, but got shape "+s.shape+"."),assert(4===r.length,"Error in conv2dDerFilter: filterShape must be length 4, but got "+r+"."),assert(i.shape[3]===r[2],"Error in conv2dDerFilter: depth of input "+i.shape[3]+") must match input depth in filter ("+r[2]+"."),assert(s.shape[3]===r[3],"Error in conv2dDerFilter: depth of dy ("+s.shape[3]+") must match output depth for filter ("+r[3]+")."),null!=o&&assert(isInt(a),"Error in conv2dDerFilter: pad must be an integer when using, dimRoundingMode "+o+" but got pad "+a+".");var u=computeConv2DInfo(i.shape,r,n,1,a,o);return ENV.engine.runKernel(function(e){return e.conv2dDerFilter(i,s,u)},{x4D:i,dy4D:s})}function conv2dTranspose_(e,t,r,n,a,o){return conv2dDerInput_(r,convertToTensor(e,"x","conv2dTranspose"),convertToTensor(t,"filter","conv2dTranspose"),n,a,o)}function depthwiseConv2d_(e,t,r,n,a,o,i){void 0===a&&(a="NHWC"),void 0===o&&(o=[1,1]);var s=convertToTensor(e,"x","depthwiseConv2d"),u=convertToTensor(t,"filter","depthwiseConv2d"),l=s,p=!1;3===s.rank&&(p=!0,l=s.as4D(1,s.shape[0],s.shape[1],s.shape[2])),assert(4===l.rank,"Error in depthwiseConv2d: input must be rank 4, but got rank "+l.rank+"."),assert(4===u.rank,"Error in depthwiseConv2d: filter must be rank 4, but got rank "+u.rank+"."),assert(l.shape[3]===u.shape[2],"Error in depthwiseConv2d: number of input channels ("+l.shape[3]+") must match the inChannels dimension in filter "+u.shape[2]+"."),null==o&&(o=[1,1]),assert(eitherStridesOrDilationsAreOne(r,o),"Error in depthwiseConv2d: Either strides or dilations must be 1. Got strides "+r+" and dilations '"+o+"'"),null!=i&&assert(isInt(n),"Error in depthwiseConv2d: pad must be an integer when using, dimRoundingMode "+i+" but got pad "+n+".");var c=computeConv2DInfo(l.shape,u.shape,r,o,n,i,!0),d=ENV.engine.runKernel(function(e){return e.depthwiseConv2D(l,u,c)},{x:l,$filter:u},function(e){return assert(tupleValuesAreOne(o),"Error in gradient of depthwiseConv2d: dilation rates greater than 1 are not yet supported. Got dilations '"+o+"'"),{x:function(){return depthwiseConv2dDerInput(l.shape,e,u,c)},$filter:function(){return depthwiseConv2dDerFilter(l,e,u.shape,c)}}});return p?d.as3D(d.shape[1],d.shape[2],d.shape[3]):d}function separableConv2d_(e,t,r,n,a,o,i){void 0===o&&(o=[1,1]),void 0===i&&(i="NHWC");var s=convertToTensor(e,"x","separableConv2d"),u=convertToTensor(t,"depthwiseFilter","separableConv2d"),l=convertToTensor(r,"pointwiseFilter","separableConv2d"),p=s,c=!1;if(3===s.rank&&(c=!0,p=s.as4D(1,s.shape[0],s.shape[1],s.shape[2])),"NCHW"===i)throw new Error("separableConv2d currently does not support dataFormat NCHW; only NHWC is supported");assert(4===p.rank,"Error in separableConv2d: input must be rank 4, but got rank "+p.rank+"."),assert(4===u.rank,"Error in separableConv2d: depthwise filter must be rank 4, but got rank "+u.rank+"."),assert(4===l.rank,"Error in separableConv2d: pointwise filter must be rank 4, but got rank "+u.rank+"."),assert(1===l.shape[0],"Error in separableConv2d: the first dimension of pointwise filter  must be 1, but got "+l.shape[0]+"."),assert(1===l.shape[1],"Error in separableConv2d: the second dimension of pointwise filter  must be 1, but got "+l.shape[1]+".");var d=u.shape[2],h=u.shape[3];assert(l.shape[2]===d*h,"Error in separableConv2d: the third dimension of pointwise filter must be "+d*h+", but got "+l.shape[2]+".");var f=depthwiseConv2d(p,u,n,a,i,o),m=conv2d(f,l,1,"valid",i);return c?m.as3D(m.shape[1],m.shape[2],m.shape[3]):m}function parseTupleParam$1(e){return"number"==typeof e?[e,e,e]:2===e.length?[e[0],e[1],1]:e}function tupleValuesAreOne$1(e){var t=parseTupleParam$1(e),r=t[0],n=t[1],a=t[2];return 1===r&&1===n&&1===a}function eitherStridesOrDilationsAreOne$1(e,t){return tupleValuesAreOne$1(e)||tupleValuesAreOne$1(t)}function depthwiseConv2dDerInput(e,t,r,n){var a=t,o=!1;3===t.rank&&(o=!0,a=t.as4D(1,t.shape[0],t.shape[1],t.shape[2]));var i=ENV.engine.runKernel(function(e){return e.depthwiseConv2DDerInput(a,r,n)},{dy4D:a});return o?i.as3D(i.shape[1],i.shape[2],i.shape[3]):i}function depthwiseConv2dDerFilter(e,t,r,n){var a=e;3===e.rank&&(a=e.as4D(1,e.shape[0],e.shape[1],e.shape[2]));var o=t;return 3===o.rank&&(o=t.as4D(1,t.shape[0],t.shape[1],t.shape[2])),ENV.engine.runKernel(function(e){return e.depthwiseConv2DDerFilter(a,o,n)},{x4D:a,dy4D:o})}function conv3d_(e,t,r,n,a,o){void 0===a&&(a="NHWC"),void 0===o&&(o=[1,1,1]);var i=convertToTensor(e,"x","conv3d"),s=convertToTensor(t,"filter","conv3d"),u=i,l=!1;4===i.rank&&(l=!0,u=i.as5D(1,i.shape[0],i.shape[1],i.shape[2],i.shape[3])),assert(5===u.rank,"Error in conv3d: input must be rank 5, but got rank "+u.rank+"."),assert(5===s.rank,"Error in conv3d: filter must be rank 5, but got rank "+s.rank+"."),assert(u.shape[4]===s.shape[3],"Error in conv3d: depth of input ("+u.shape[4]+") must match input depth for filter "+s.shape[3]+"."),assert(eitherStridesOrDilationsAreOne$1(r,o),"Error in conv3D: Either strides or dilations must be 1. Got strides "+r+" and dilations '"+o+"'"),assert("NHWC"===a,"Error in conv3d: got dataFormat of "+a+" but only NHWC is currently supported.");var p=computeConv3DInfo(u.shape,s.shape,r,o,n),c=ENV.engine.runKernel(function(e){return e.conv3d(u,s,p)},{x:u,$filter:s},function(e){return assert(tupleValuesAreOne$1(o),"Error in gradient of conv3D: dilation rates greater than 1 are notyet supported in gradients. Got dilations '"+o+"'"),{x:function(){return conv3dDerInput_(u.shape,e,s,r,n)},$filter:function(){return conv3dDerFilter_(u,e,s.shape,r,n)}}});return l?c.as4D(c.shape[1],c.shape[2],c.shape[3],c.shape[4]):c}function conv3dDerInput_(e,t,r,n,a){assert(e.length===t.rank,"Length of inShape ("+e.length+") and rank of dy ("+t.rank+") must match");var o=e,i=t,s=!1;4===t.rank&&(s=!0,i=t.as5D(1,t.shape[0],t.shape[1],t.shape[2],t.shape[3]),o=[1,e[0],e[1],e[2],e[3]]);var u=o[4],l=i.shape[4];assert(5===o.length,"Error in conv3dDerInput: inShape must be length 5, but got length "+o.length+"."),assert(5===i.rank,"Error in conv3dDerInput: dy must be rank 5, but got rank "+i.rank),assert(5===r.rank,"Error in conv3dDerInput: filter must be rank 5, but got rank "+r.rank),assert(u===r.shape[3],"Error in conv3dDerInput: depth of input ("+u+") must match input depth for filter "+r.shape[3]+"."),assert(l===r.shape[4],"Error in conv3dDerInput: depth of output ("+l+") must match output depth for filter "+r.shape[4]+".");var p=computeConv3DInfo(o,r.shape,n,1,a),c=ENV.engine.runKernel(function(e){return e.conv3dDerInput(i,r,p)},{dy5D:i});return s?c.as4D(c.shape[1],c.shape[2],c.shape[3],c.shape[4]):c}function conv3dDerFilter_(e,t,r,n,a){var o=e;4===e.rank&&(o=e.as5D(1,e.shape[0],e.shape[1],e.shape[2],e.shape[3]));var i=t;4===i.rank&&(i=t.as5D(1,t.shape[0],t.shape[1],t.shape[2],t.shape[3])),assert(5===o.rank,"Error in conv3dDerFilter: input must be rank 5, but got shape "+o.shape+"."),assert(5===i.rank,"Error in conv3dDerFilter: dy must be rank 5, but got shape "+i.shape+"."),assert(5===r.length,"Error in conv3dDerFilter: filterShape must be length 5, but got "+r+"."),assert(o.shape[4]===r[3],"Error in conv3dDerFilter: depth of input "+o.shape[4]+") must match input depth in filter ("+r[3]+"."),assert(i.shape[4]===r[4],"Error in conv3dDerFilter: depth of dy ("+i.shape[4]+") must match output depth for filter ("+r[4]+").");var s=computeConv3DInfo(o.shape,r,n,1,a);return ENV.engine.runKernel(function(e){return e.conv3dDerFilter(o,i,s)},{x5D:o,dy5D:i})}var conv1d=op({conv1d_:conv1d_}),conv2d=op({conv2d_:conv2d_}),conv3d=op({conv3d_:conv3d_}),conv2dDerFilter=op({conv2dDerFilter_:conv2dDerFilter_}),depthwiseConv2d=op({depthwiseConv2d_:depthwiseConv2d_}),separableConv2d=op({separableConv2d_:separableConv2d_}),conv2dTranspose=op({conv2dTranspose_:conv2dTranspose_});function reverse1d_(e){var t=convertToTensor(e,"x","reverse");return assert(1===t.rank,"Error in reverse1D: x must be rank 1 but got\n             rank "+t.rank+"."),reverse(t,0)}function reverse2d_(e,t){var r=convertToTensor(e,"x","reverse");return assert(2===r.rank,"Error in reverse2D: x must be rank 2 but got\n             rank "+r.rank+"."),reverse(r,t)}function reverse3d_(e,t){var r=convertToTensor(e,"x","reverse");return assert(3===r.rank,"Error in reverse3D: x must be rank 3 but got\n             rank "+r.rank+"."),reverse(r,t)}function reverse4d_(e,t){var r=convertToTensor(e,"x","reverse");return assert(4===r.rank,"Error in reverse4D: x must be rank 4 but got\n             rank "+r.rank+"."),reverse(r,t)}function reverse_(e,t){var r=convertToTensor(e,"x","reverse");if(0===r.rank)return r.clone();var n=parseAxisParam(t,r.shape);return ENV.engine.runKernel(function(e){return e.reverse(r,n)},{$x:r},function(e){return{$x:function(){return e.reverse(n)}}}).reshapeAs(r)}var reverse=op({reverse_:reverse_}),reverse1d=op({reverse1d_:reverse1d_}),reverse2d=op({reverse2d_:reverse2d_}),reverse3d=op({reverse3d_:reverse3d_}),reverse4d=op({reverse4d_:reverse4d_});function maxPoolImpl_(e,t,r,n,a,o){var i=convertToTensor(e,"x","maxPool"),s=i,u=!1;3===i.rank&&(u=!0,s=i.as4D(1,i.shape[0],i.shape[1],i.shape[2])),null==n&&(n=[1,1]),assert(4===s.rank,"Error in maxPool: input must be rank 4 but got rank "+s.rank+"."),assert(eitherStridesOrDilationsAreOne(r,n),"Error in maxPool: Either strides or dilations must be 1. Got strides "+r+" and dilations '"+n+"'"),null!=o&&assert(isInt(a),"Error in maxPool: pad must be an integer when using, dimRoundingMode "+o+" but got pad "+a+".");var l=computePool2DInfo(s.shape,t,r,n,a,o),p=ENV.engine.runKernel(function(e,t){return t(e.maxPool(s,l))},{x:s},function(e,o){var i=o[0];return{x:function(){return maxPoolBackprop(e,s,i,t,r,n,a)}}});return u?p.as3D(p.shape[1],p.shape[2],p.shape[3]):p}function maxPool_(e,t,r,n,a){return maxPoolImpl_(e,t,r,1,n,a)}function avgPoolImpl_(e,t,r,n,a,o){var i=convertToTensor(e,"x","avgPool","float32");null==n&&(n=[1,1]),assert(eitherStridesOrDilationsAreOne(r,n),"Error in avgPool: Either strides or dilations must be 1. Got strides "+r+" and dilations '"+n+"'");var s=i,u=!1;3===i.rank&&(u=!0,s=i.as4D(1,i.shape[0],i.shape[1],i.shape[2])),assert(4===s.rank,"Error in avgPool: x must be rank 4 but got rank "+s.rank+"."),null!=o&&assert(isInt(a),"Error in avgPool: pad must be an integer when using, dimRoundingMode "+o+" but got pad "+a+".");var l=computePool2DInfo(s.shape,t,r,n,a),p=ENV.engine.runKernel(function(e){return e.avgPool(s,l)},{x:s},function(e){return{x:function(){return avgPoolBackprop(e,s,t,r,n,a)}}});return p=p.cast(i.dtype),u?p.as3D(p.shape[1],p.shape[2],p.shape[3]):p}function avgPool_(e,t,r,n,a){return avgPoolImpl_(e,t,r,1,n,a)}function pool_(e,t,r,n,a,o){null==a&&(a=[1,1]),null==o&&(o=1),0===n&&(n="valid");var i=convertToTensor(e,"x","maxPool"),s=i,u=!1;3===i.rank&&(u=!0,s=i.as4D(1,i.shape[0],i.shape[1],i.shape[2])),assert(eitherStridesOrDilationsAreOne(o,a),"Error in pool: Either strides or dilations must be 1. Got strides "+o+" and dilations '"+a+"'");var l,p=computePool2DInfo(s.shape,t,o,a,n),c=[p.dilationHeight,p.dilationWidth];l="same"===n?withSpaceToBatchBasePaddings([p.filterHeight,p.filterWidth],c):[[0,0],[0,0]];var d=1===c[0]&&1===c[1],h=requiredSpaceToBatchPaddings([p.inHeight,p.inWidth],c,l),f=h[0],m=h[1],g=d?n:"valid",y=d?s:spaceToBatchND(s,c,f),v=("avg"===r?function(){return avgPoolImpl_(y,t,o,1,g)}:function(){return maxPoolImpl_(y,t,o,1,g)})(),x=d?v:batchToSpaceND(v,c,m);return u?x.as3D(x.shape[1],x.shape[2],x.shape[3]):x}function maxPoolBackprop(e,t,r,n,a,o,i,s){var u=convertToTensor(e,"dy","maxPoolBackprop"),l=convertToTensor(t,"input","maxPoolBackprop"),p=convertToTensor(r,"output","maxPoolBackprop");assert(l.rank===u.rank,"Rank of input ("+l.rank+") does not match rank of dy ("+u.rank+")"),null==o&&(o=[1,1]),assert(eitherStridesOrDilationsAreOne(a,o),"Error in maxPoolBackProp: Either strides or dilations must be 1. Got strides "+a+" and dilations '"+o+"'"),assert(4===u.rank,"Error in maxPoolBackprop: dy must be rank 4 but got rank "+u.rank+"."),assert(4===l.rank,"Error in maxPoolBackprop: input must be rank 4 but got rank "+l.rank+"."),null!=s&&assert(isInt(i),"Error in maxPoolBackprop: pad must be an integer when using, dimRoundingMode "+s+" but got pad "+i+".");var c=computePool2DInfo(l.shape,n,a,o,i,s);return ENV.engine.runKernel(function(e){return e.maxPoolBackprop(u,l,p,c)},{$dy:u,$input:l})}function avgPoolBackprop(e,t,r,n,a,o){var i=convertToTensor(e,"dy","avgPoolBackprop"),s=convertToTensor(t,"input","avgPoolBackprop");assert(s.rank===i.rank,"Rank of input ("+s.rank+") does not match rank of dy ("+i.rank+")"),null==a&&(a=[1,1]),assert(eitherStridesOrDilationsAreOne(n,a),"Error in avgPoolBackprop: Either strides or dilations must be 1. Got strides "+n+" and dilations '"+a+"'");var u=s,l=i,p=!1;3===s.rank&&(p=!0,u=s.as4D(1,s.shape[0],s.shape[1],s.shape[2]),l=i.as4D(1,i.shape[0],i.shape[1],i.shape[2])),assert(4===l.rank,"Error in avgPoolBackprop: dy must be rank 4 but got rank "+l.rank+"."),assert(4===u.rank,"Error in avgPoolBackprop: input must be rank 4 but got rank "+u.rank+".");var c=computePool2DInfo(u.shape,r,n,a,o),d=ENV.engine.runKernel(function(e){return e.avgPoolBackprop(l,u,c)},{dy4D:l,input4D:u});return p?d.as3D(d.shape[1],d.shape[2],d.shape[3]):d}function requiredSpaceToBatchPaddings(e,t,r){var n=r.map(function(e){return e[0]}),a=r.map(function(e){return e[1]}),o=e.concat(n,a),i=t.map(function(e,t){return(e-o[t]%e)%e}),s=a.map(function(e,t){return e+i[t]});return[t.map(function(e,t){return[n[t],s[t]]}),t.map(function(e,t){return[0,i[t]]})]}function withSpaceToBatchBasePaddings(e,t){var r=e.map(function(e,r){return e+(e-1)*(t[r]-1)}).map(function(e){return e-1}),n=r.map(function(e){return Math.floor(e/2)}),a=r.map(function(e,t){return e-n[t]});return r.map(function(e,t){return[n[t],a[t]]})}var maxPool=op({maxPool_:maxPool_}),avgPool=op({avgPool_:avgPool_}),pool=op({pool_:pool_});function slice1d_(e,t,r){var n=convertToTensor(e,"x","slice1d");return assert(1===n.rank,"slice1d expects a rank-1 tensor, but got a rank-"+n.rank+" tensor"),slice(n,[t],[r])}function slice2d_(e,t,r){var n=convertToTensor(e,"x","slice2d");return assert(2===n.rank,"slice2d expects a rank-2 tensor, but got a rank-"+n.rank+" tensor"),slice(n,t,r)}function slice3d_(e,t,r){var n=convertToTensor(e,"x","slice3d");return assert(3===n.rank,"slice3d expects a rank-3 tensor, but got a rank-"+n.rank+" tensor"),slice(n,t,r)}function slice4d_(e,t,r){var n=convertToTensor(e,"x","slice4d");return assert(4===n.rank,"slice4d expects a rank-4 tensor, but got a rank-"+n.rank+" tensor"),slice(n,t,r)}function slice_(e,t,r){var n,a,o=convertToTensor(e,"x","slice");if(0===o.rank)throw new Error("Slicing scalar is not possible");n="number"==typeof t?[t].concat(new Array(o.rank-1).fill(0)):t.length<o.rank?t.concat(new Array(o.rank-t.length).fill(0)):t.slice(),a=(a=null==r?new Array(o.rank).fill(-1):"number"==typeof r?[r].concat(new Array(o.rank-1).fill(-1)):r.length<o.rank?r.concat(new Array(o.rank-r.length).fill(-1)):r).map(function(e,t){return e>=0?e:(assert(-1===e,"Bad value in size"),o.shape[t]-n[t])}),assertParamsValid(o,n,a);var i=o.shape;return ENV.engine.runKernel(function(e){return e.slice(o,n,a)},{$x:o},function(e){for(var t=[],r=0;r<e.rank;r++)t.push([n[r],i[r]-n[r]-a[r]]);return{$x:function(){return e.pad(t)}}})}var slice=op({slice_:slice_}),slice1d=op({slice1d_:slice1d_}),slice2d=op({slice2d_:slice2d_}),slice3d=op({slice3d_:slice3d_}),slice4d=op({slice4d_:slice4d_});function logSumExp_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","logSumExp"),a=parseAxisParam(t,n.shape),o=n.max(a,!0),i=n.sub(o).exp().sum(a).log(),s=o.reshape(i.shape).add(i);if(r){var u=expandShapeToKeepDim(s.shape,a);return s.reshape(u)}return s}function sum_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","sum");"bool"===n.dtype&&(n=n.toInt());var a=parseAxisParam(t,n.shape);return customGrad(function(e){var t=getAxesPermutation(a,e.rank),n=a,o=e;null!=t&&(o=e.transpose(t),n=getInnerMostAxes(n.length,e.rank));var i=ENV.engine.runKernel(function(e){return e.sum(o,n)},{permutedX:o});if(r){var s=expandShapeToKeepDim(i.shape,a);i=i.reshape(s)}return{value:i,gradFunc:function(t){var r=e.shape.slice();return a.forEach(function(e){r[e]=1}),t.reshape(r).mul(ones$1(e.shape,"float32"))}}})(n)}function prod_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","prod");"bool"===n.dtype&&(n=n.toInt());var a=parseAxisParam(t,n.shape),o=getAxesPermutation(a,n.rank),i=a,s=n;null!=o&&(s=n.transpose(o),i=getInnerMostAxes(i.length,n.rank));var u=ENV.engine.runKernel(function(e){return e.prod(s,i)},{permutedX:s});if(r){var l=expandShapeToKeepDim(u.shape,a);u=u.reshape(l)}return u}function mean_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","mean"),a=parseAxisParam(t,n.shape),o=sizeFromShape(computeOutAndReduceShapes(n.shape,a)[1]);return customGrad(function(e){var n=scalar(o);return{value:(n.dtype===e.dtype?e:e.cast(n.dtype)).div(n).sum(t,r),gradFunc:function(t){var r=e.shape.slice();return a.forEach(function(e){r[e]=1}),t.reshape(r).mul(ones$1(e.shape,"float32")).div(n)}}})(n)}function gradForMinAndMax(e,t,r,n,a){var o=t[0];return o.rank<r.rank&&(o=o.reshape(expandShapeToKeepDim(o.shape,n))),e.rank<r.rank&&(e=e.reshape(expandShapeToKeepDim(e.shape,n))),{$x:function(){var t=e.mul(r.equal(o).cast(e.dtype));return null==a?t:t.transpose(a)}}}function min_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","min"),a=n,o=parseAxisParam(t,n.shape),i=o,s=getAxesPermutation(i,n.rank);null!=s&&(n=n.transpose(s),i=getInnerMostAxes(i.length,n.rank));var u=ENV.engine.runKernel(function(e,t){return t(e.min(n,i))},{$x:n},function(e,t){return gradForMinAndMax(e,t,a,o,s)});if(r){var l=expandShapeToKeepDim(u.shape,o);u=u.reshape(l)}return u}function max_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","max"),a=n,o=parseAxisParam(t,n.shape),i=o,s=getAxesPermutation(i,n.rank);null!=s&&(n=n.transpose(s),i=getInnerMostAxes(i.length,n.rank));var u=ENV.engine.runKernel(function(e,t){return t(e.max(n,i))},{$x:n},function(e,t){return gradForMinAndMax(e,t,a,o,s)});if(r){var l=expandShapeToKeepDim(u.shape,o);u=u.reshape(l)}return u}function argMin_(e,t){void 0===t&&(t=0);var r=convertToTensor(e,"x","argMin");null==t&&(t=0);var n=parseAxisParam(t,r.shape),a=getAxesPermutation(n,r.rank);return null!=a&&(r=r.transpose(a),n=getInnerMostAxes(n.length,r.rank)),ENV.engine.runKernel(function(e){return e.argMin(r,n[0])},{$x:r},function(e){return{$x:function(){return zerosLike(r)}}})}function argMax_(e,t){void 0===t&&(t=0);var r=convertToTensor(e,"x","argMax");null==t&&(t=0);var n=parseAxisParam(t,r.shape),a=getAxesPermutation(n,r.rank);return null!=a&&(r=r.transpose(a),n=getInnerMostAxes(n.length,r.rank)),ENV.engine.runKernel(function(e){return e.argMax(r,n[0])},{$x:r},function(e){return{$x:function(){return zerosLike(r)}}})}function all_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","all","bool"),a=parseAxisParam(t,n.shape),o=a,i=getAxesPermutation(o,n.rank);null!=i&&(n=n.transpose(i),o=getInnerMostAxes(o.length,n.rank));var s=ENV.engine.runKernel(function(e){return e.all(n,o)},{$x:n});if(r){var u=expandShapeToKeepDim(s.shape,a);return s.reshape(u)}return s}function any_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=convertToTensor(e,"x","any","bool"),a=parseAxisParam(t,n.shape),o=a,i=getAxesPermutation(o,n.rank);null!=i&&(n=n.transpose(i),o=getInnerMostAxes(o.length,n.rank));var s=ENV.engine.runKernel(function(e){return e.any(n,o)},{$x:n});if(r){var u=expandShapeToKeepDim(s.shape,a);return s.reshape(u)}return s}function moments_(e,t,r){void 0===t&&(t=null),void 0===r&&(r=!1);var n=parseAxisParam(t,(e=convertToTensor(e,"x","moments")).shape),a=e.mean(n,r),o=a.shape;return r||(o=expandShapeToKeepDim(a.shape,n)),{mean:a,variance:e.toFloat().sub(a.reshape(o)).square().mean(n,r)}}var all=op({all_:all_}),any=op({any_:any_}),argMax=op({argMax_:argMax_}),argMin=op({argMin_:argMin_}),logSumExp=op({logSumExp_:logSumExp_}),max=op({max_:max_}),mean=op({mean_:mean_}),min=op({min_:min_}),moments=op({moments_:moments_}),sum$1=op({sum_:sum_}),prod=op({prod_:prod_});function notEqual_(e,t){var r,n=convertToTensor(e,"a","notEqual"),a=convertToTensor(t,"b","notEqual");return r=makeTypesMatch(n,a),n=r[0],a=r[1],assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.notEqual(n,a)},{$a:n,$b:a})}function notEqualStrict_(e,t){var r=convertToTensor(e,"a","notEqualStrict"),n=convertToTensor(t,"b","notEqualStrict");return assertShapesMatch(r.shape,n.shape,"Error in notEqualStrict: "),r.notEqual(n)}function less_(e,t){var r,n=convertToTensor(e,"a","less"),a=convertToTensor(t,"b","less");return r=makeTypesMatch(n,a),n=r[0],a=r[1],assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.less(n,a)},{$a:n,$b:a})}function lessStrict_(e,t){var r=convertToTensor(e,"a","lessStrict"),n=convertToTensor(t,"b","lessStrict");return assertShapesMatch(r.shape,n.shape,"Error in lessStrict: "),r.less(n)}function equal_(e,t){var r,n=convertToTensor(e,"a","equal"),a=convertToTensor(t,"b","equal");return r=makeTypesMatch(n,a),n=r[0],a=r[1],assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.equal(n,a)},{$a:n,$b:a})}function equalStrict_(e,t){var r=convertToTensor(e,"a","equalStrict"),n=convertToTensor(t,"b","equalStrict");return assertShapesMatch(r.shape,n.shape,"Error in equalStrict: "),r.equal(n)}function lessEqual_(e,t){var r,n=convertToTensor(e,"a","lessEqual"),a=convertToTensor(t,"b","lessEqual");return r=makeTypesMatch(n,a),n=r[0],a=r[1],assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.lessEqual(n,a)},{$a:n,$b:a})}function lessEqualStrict_(e,t){var r=convertToTensor(e,"a","lessEqualStrict"),n=convertToTensor(t,"b","lessEqualStrict");return assertShapesMatch(r.shape,n.shape,"Error in lessEqualStrict: "),r.lessEqual(n)}function greater_(e,t){var r,n=convertToTensor(e,"a","greater"),a=convertToTensor(t,"b","greater");return r=makeTypesMatch(n,a),n=r[0],a=r[1],assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.greater(n,a)},{$a:n,$b:a})}function greaterStrict_(e,t){var r=convertToTensor(e,"a","greaterStrict"),n=convertToTensor(t,"b","greaterStrict");return assertShapesMatch(r.shape,n.shape,"Error in greaterStrict: "),r.greater(n)}function greaterEqual_(e,t){var r,n=convertToTensor(e,"a","greaterEqual"),a=convertToTensor(t,"b","greaterEqual");return r=makeTypesMatch(n,a),n=r[0],a=r[1],assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.greaterEqual(n,a)},{$a:n,$b:a},function(e){return{$a:function(){return zerosLike(n)},$b:function(){return zerosLike(a)}}})}function greaterEqualStrict_(e,t){var r=convertToTensor(e,"a","greaterEqualStrict"),n=convertToTensor(t,"b","greaterEqualStrict");return assertShapesMatch(r.shape,n.shape,"Error in greaterEqualStrict: "),r.greaterEqual(n)}var equal=op({equal_:equal_}),equalStrict=op({equalStrict_:equalStrict_}),greater=op({greater_:greater_}),greaterEqual=op({greaterEqual_:greaterEqual_}),greaterEqualStrict=op({greaterEqualStrict_:greaterEqualStrict_}),greaterStrict=op({greaterStrict_:greaterStrict_}),less=op({less_:less_}),lessEqual=op({lessEqual_:lessEqual_}),lessEqualStrict=op({lessEqualStrict_:lessEqualStrict_}),lessStrict=op({lessStrict_:lessStrict_}),notEqual=op({notEqual_:notEqual_}),notEqualStrict=op({notEqualStrict_:notEqualStrict_});function add_(e,t){var r,n=convertToTensor(e,"a","add"),a=convertToTensor(t,"b","add");r=makeTypesMatch(n,a),n=r[0],a=r[1];var o=assertAndGetBroadcastShape(n.shape,a.shape);return ENV.engine.runKernel(function(e){return e.add(n,a)},{$a:n,$b:a},function(e){return{$a:function(){var t=e,r=getReductionAxes(n.shape,o);return r.length>0&&(t=t.sum(r)),t.reshape(n.shape)},$b:function(){var t=e,r=getReductionAxes(a.shape,o);return r.length>0&&(t=t.sum(r)),t.reshape(a.shape)}}})}function addN_(e){assert(Array.isArray(e),function(){return"The argument passed to tf.addN() must be a list of tensors"}),assert(e.length>=1,function(){return"Must pass at least one tensor to tf.addN(), but got "+e.length});var t=e.map(function(e,t){return convertToTensor(e,"tensors"+t,"addN")}),r=t[0];t.forEach(function(e){if(e.dtype!==r.dtype)throw new Error("All tensors passed to tf.addN() must have the same dtype")}),t.forEach(function(e){if(!arraysEqual(e.shape,r.shape))throw new Error("All tensors passed to tf.addN() must have the same shape")});var n=t;return ENV.engine.runKernel(function(e){return e.addN(t)},n,function(e){var r={};return t.forEach(function(t,n){r[n]=function(){return e.clone()}}),r})}function addStrict_(e,t){var r=convertToTensor(e,"a","addStrict"),n=convertToTensor(t,"b","addStrict");return assertShapesMatch(r.shape,n.shape,"Error in addStrict: "),r.add(n)}function sub_(e,t){var r,n=convertToTensor(e,"a","sub"),a=convertToTensor(t,"b","sub");r=makeTypesMatch(n,a),n=r[0],a=r[1];var o=assertAndGetBroadcastShape(n.shape,a.shape);return ENV.engine.runKernel(function(e){return e.subtract(n,a)},{$a:n,$b:a},function(e){return{$a:function(){var t=e,r=getReductionAxes(n.shape,o);return r.length>0&&(t=t.sum(r)),t.reshape(n.shape)},$b:function(){var t=e,r=getReductionAxes(a.shape,o);return r.length>0&&(t=t.sum(r)),t.neg().reshape(a.shape)}}})}function subStrict_(e,t){var r=convertToTensor(e,"a","subStrict"),n=convertToTensor(t,"b","subStrict");return assertShapesMatch(r.shape,n.shape,"Error in subStrict: "),r.sub(n)}function pow_(e,t){var r=convertToTensor(e,"base","pow"),n=convertToTensor(t,"exp","pow"),a=assertAndGetBroadcastShape(r.shape,n.shape);return e=r.cast(upcastType(r.dtype,n.dtype)),t=n.cast(upcastType(r.dtype,n.dtype)),ENV.engine.runKernel(function(e,t){return t(e.pow(r,n))},{$base:r,$exp:n},function(e,t){var o=t[0];return{$base:function(){var t=n.toFloat(),o=e.mul(t.mul(r.pow(t.sub(scalar(1))))),i=getReductionAxes(r.shape,a);return i.length>0&&(o=o.sum(i)),o.reshape(r.shape)},$exp:function(){var t=e.mul(o.mul(r.log()).toFloat()),i=getReductionAxes(n.shape,a);return i.length>0&&(t=t.sum(i)),t.reshape(n.shape)}}})}function powStrict_(e,t){return assertShapesMatch(e.shape,t.shape,"Error in powStrict: "),e.pow(t)}function mul_(e,t){var r,n=convertToTensor(e,"a","mul"),a=convertToTensor(t,"b","mul");r=makeTypesMatch(n,a),n=r[0],a=r[1];var o=assertAndGetBroadcastShape(n.shape,a.shape);return ENV.engine.runKernel(function(e){return e.multiply(n,a)},{$a:n,$b:a},function(e){return{$a:function(){var t=e.mul(a.toFloat()),r=getReductionAxes(n.shape,o);return r.length>0?t.sum(r).reshape(n.shape):t},$b:function(){var t=e.mul(n.toFloat()),r=getReductionAxes(a.shape,o);return r.length>0?t.sum(r).reshape(a.shape):t}}})}function mulStrict_(e,t){var r=convertToTensor(e,"a","mul"),n=convertToTensor(t,"b","mul");return assertShapesMatch(r.shape,n.shape,"Error in multiplyStrict: "),r.mul(n)}function div_(e,t){var r,n,a=convertToTensor(e,"a","div"),o=convertToTensor(t,"b","div");if(r=makeTypesMatch(a,o),a=r[0],o=r[1],"int32"===a.dtype&&"int32"===o.dtype)return floorDiv(a,o);n=function(e){return e.realDivide(a,o)};var i=assertAndGetBroadcastShape(a.shape,o.shape);return ENV.engine.runKernel(n,{$a:a,$b:o},function(e){return{$a:function(){var t=e.div(o.toFloat()),r=getReductionAxes(a.shape,i);return r.length>0?t.sum(r).reshape(a.shape):t},$b:function(){var t=e.mul(a.toFloat()),r=getReductionAxes(o.shape,i);r.length>0&&(t=t.sum(r).reshape(o.shape));var n=o.square();return t.div(n.toFloat()).neg()}}})}function floorDiv_(e,t){var r,n=convertToTensor(e,"a","floorDiv"),a=convertToTensor(t,"b","floorDiv");r=makeTypesMatch(n,a),n=r[0],a=r[1];var o=assertAndGetBroadcastShape(n.shape,a.shape);return ENV.engine.runKernel(function(e){return e.floorDiv(n,a)},{$a:n,$b:a},function(e){return{$a:function(){var t=e.div(a.toFloat()),r=getReductionAxes(n.shape,o);return r.length>0?t.sum(r).reshape(n.shape):t},$b:function(){var t=e.mul(n.toFloat()),r=getReductionAxes(a.shape,o);r.length>0&&(t=t.sum(r).reshape(a.shape));var i=a.square();return t.div(i.toFloat()).neg()}}})}function divStrict_(e,t){var r=convertToTensor(e,"a","div"),n=convertToTensor(t,"b","div");return assertShapesMatch(r.shape,n.shape,"Error in divideStrict: "),r.div(n)}function mod_(e,t){var r,n=convertToTensor(e,"a","mod"),a=convertToTensor(t,"b","mod");r=makeTypesMatch(n,a),n=r[0],a=r[1];var o=assertAndGetBroadcastShape(n.shape,a.shape);return ENV.engine.runKernel(function(e){return e.mod(n,a)},{$a:n,$b:a},function(e){return{$a:function(){var t=getReductionAxes(n.shape,o);return t.length>0?e.sum(t).reshape(n.shape):e},$b:function(){var t=e.mul(n.div(a).floor().neg()),r=getReductionAxes(a.shape,o);return r.length>0?t.sum(r).reshape(a.shape):t}}})}function modStrict_(e,t){var r=convertToTensor(e,"a","modStrict"),n=convertToTensor(t,"b","modStrict");return assertShapesMatch(r.shape,n.shape,"Error in modStrict: "),r.mod(n)}function minimum_(e,t){var r,n=convertToTensor(e,"a","minimum"),a=convertToTensor(t,"b","minimum");return r=makeTypesMatch(n,a),n=r[0],a=r[1],"bool"===n.dtype&&(n=n.toInt(),a=a.toInt()),assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.minimum(n,a)},{$a:n,$b:a},function(e){return{$a:function(){return e.mul(n.lessEqual(a).toFloat())},$b:function(){return e.mul(n.greater(a).toFloat())}}})}function minimumStrict_(e,t){var r=convertToTensor(e,"a","minimumStrict"),n=convertToTensor(t,"b","minimumStrict");return assertShapesMatch(r.shape,n.shape,"Error in minimumStrict: "),r.minimum(n)}function maximum_(e,t){var r,n=convertToTensor(e,"a","maximum"),a=convertToTensor(t,"b","maximum");return r=makeTypesMatch(n,a),n=r[0],a=r[1],"bool"===n.dtype&&(n=n.toInt(),a=a.toInt()),assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.maximum(n,a)},{$a:n,$b:a},function(e){return{$a:function(){return e.mul(n.greaterEqual(a).toFloat())},$b:function(){return e.mul(n.less(a).toFloat())}}})}function maximumStrict_(e,t){var r=convertToTensor(e,"a","maximumStrict"),n=convertToTensor(t,"b","maximumStrict");return assertShapesMatch(r.shape,n.shape,"Error in maximumStrict: "),r.maximum(n)}function squaredDifference_(e,t){var r,n=convertToTensor(e,"a","squaredDifference"),a=convertToTensor(t,"b","squaredDifference");return r=makeTypesMatch(n,a),n=r[0],a=r[1],assertAndGetBroadcastShape(n.shape,a.shape),ENV.engine.runKernel(function(e){return e.squaredDifference(n,a)},{$a:n,$b:a},function(e){var t=scalar(2);return{$a:function(){return e.mul(n.sub(a).mul(t))},$b:function(){return e.mul(a.sub(n).mul(t))}}})}function squaredDifferenceStrict_(e,t){var r=convertToTensor(e,"a","squaredDifferenceStrict"),n=convertToTensor(t,"b","squaredDifferenceStrict");return assertShapesMatch(r.shape,n.shape,"Error in squaredDifferenceStrict: "),r.squaredDifference(n)}function atan2_(e,t){var r,n=convertToTensor(e,"a","atan2"),a=convertToTensor(t,"b","atan2");r=makeTypesMatch(n,a),n=r[0],a=r[1];var o=assertAndGetBroadcastShape(n.shape,a.shape);return ENV.engine.runKernel(function(e){return e.atan2(n,a)},{$a:n,$b:a},function(e){return{$a:function(){var t=add(n.square(),a.square()),r=e.mul(a.div(t)),i=getReductionAxes(n.shape,o);return i.length>0&&(r=r.sum(i)),r.reshape(n.shape)},$b:function(){var t=add(n.square(),a.square()),r=neg(e.mul(n.div(t))),i=getReductionAxes(a.shape,o);return i.length>0&&(r=r.sum(i)),r.reshape(a.shape)}}})}var add=op({add_:add_}),addN=op({addN_:addN_}),addStrict=op({addStrict_:addStrict_}),atan2=op({atan2_:atan2_}),div=op({div_:div_}),divStrict=op({divStrict_:divStrict_}),floorDiv=op({floorDiv_:floorDiv_}),maximum=op({maximum_:maximum_}),maximumStrict=op({maximumStrict_:maximumStrict_}),minimum=op({minimum_:minimum_}),minimumStrict=op({minimumStrict_:minimumStrict_}),mod=op({mod_:mod_}),modStrict=op({modStrict_:modStrict_}),mul=op({mul_:mul_}),mulStrict=op({mulStrict_:mulStrict_}),pow=op({pow_:pow_}),powStrict=op({powStrict_:powStrict_}),squaredDifference=op({squaredDifference_:squaredDifference_}),squaredDifferenceStrict=op({squaredDifferenceStrict_:squaredDifferenceStrict_}),sub=op({sub_:sub_}),subStrict=op({subStrict_:subStrict_});function logicalNot_(e){var t=convertToTensor(e,"x","logicalNot","bool");return ENV.engine.runKernel(function(e){return e.logicalNot(t)},{$x:t})}function logicalAnd_(e,t){var r=convertToTensor(e,"a","logicalAnd","bool"),n=convertToTensor(t,"b","logicalAnd","bool");return assertAndGetBroadcastShape(r.shape,n.shape),ENV.engine.runKernel(function(e){return e.logicalAnd(r,n)},{$a:r,$b:n})}function logicalOr_(e,t){var r=convertToTensor(e,"a","logicalOr","bool"),n=convertToTensor(t,"b","logicalOr","bool");return assertAndGetBroadcastShape(r.shape,n.shape),ENV.engine.runKernel(function(e){return e.logicalOr(r,n)},{$a:r,$b:n})}function logicalXor_(e,t){var r=convertToTensor(e,"a","logicalXor","bool"),n=convertToTensor(t,"b","logicalXor","bool");return assertAndGetBroadcastShape(r.shape,n.shape),logicalOr(e,t).logicalAnd(logicalAnd(e,t).logicalNot())}function where_(e,t,r){var n=convertToTensor(t,"a","where"),a=convertToTensor(r,"b","where"),o=convertToTensor(e,"condition","where","bool");return assertShapesMatch(n.shape,a.shape,"Error in where: "),1===o.rank?assert(o.shape[0]===n.shape[0],"The first dimension of `a` must match the size of `condition`."):assertShapesMatch(o.shape,a.shape,"Error in where: "),ENV.engine.runKernel(function(e){return e.select(o,n,a)},{$condition:o,$a:n,$b:a},function(e){return{$condition:function(){return zerosLike(o).toFloat()},$a:function(){return e.mul(o.cast(e.dtype))},$b:function(){return e.mul(o.logicalNot().cast(e.dtype))}}})}function whereAsync_(e){return __awaiter(this,void 0,void 0,function(){var t,r,n;return __generator(this,function(a){switch(a.label){case 0:return[4,(t=convertToTensor(e,"condition","whereAsync","bool")).data()];case 1:return r=a.sent(),n=whereImpl(t.shape,r),e!==t&&t.dispose(),[2,n]}})})}var logicalAnd=op({logicalAnd_:logicalAnd_}),logicalNot=op({logicalNot_:logicalNot_}),logicalOr=op({logicalOr_:logicalOr_}),logicalXor=op({logicalXor_:logicalXor_}),where=op({where_:where_}),whereAsync=whereAsync_;function relu_(e){var t=convertToTensor(e,"x","relu");return"bool"===t.dtype?t.toInt():ENV.engine.runKernel(function(e){return e.relu(t)},{$x:t},function(e){var r=t.step();return{$x:function(){return e.mulStrict(r.toFloat())}}})}function elu_(e){var t=convertToTensor(e,"x","elu");return ENV.engine.runKernel(function(e,r){return r(e.elu(t))},{$x:t},function(e,t){var r=t[0];return{$x:function(){return ENV.engine.runKernel(function(t){return t.eluDer(e,r)},{dy:e,y:r})}}})}function selu_(e){var t=convertToTensor(e,"x","selu");return ENV.engine.runKernel(function(e){return e.selu(t)},{$x:t},function(e){return{$x:function(){var r=t.greater(scalar(0)),n=scalar(SELU_SCALEALPHA),a=scalar(SELU_SCALE),o=e.mul(a),i=e.mul(n).mul(t.toFloat().exp());return where(r,o,i)}}})}function leakyRelu_(e,t){void 0===t&&(t=.2);var r=convertToTensor(e,"x","leakyRelu");return maximum(scalar(t).mul(r),r)}function prelu_(e,t){var r=convertToTensor(e,"x","prelu"),n=convertToTensor(t,"alpha","prelu"),a=scalar(0);return maximum(a,r).add(n.mul(minimum(a,r)))}var elu=op({elu_:elu_}),leakyRelu=op({leakyRelu_:leakyRelu_}),prelu=op({prelu_:prelu_}),relu=op({relu_:relu_}),selu=op({selu_:selu_});function transpose_(e,t){var r=convertToTensor(e,"x","transpose");return null==t&&(t=r.shape.map(function(e,t){return t}).reverse()),assert(r.rank===t.length,"Error in transpose: rank of input "+r.rank+" must match length of perm "+t+"."),t.forEach(function(e){assert(e>=0&&e<r.rank,"All entries in 'perm' must be between 0 and "+(r.rank-1)+" but got "+t)}),r.rank<=1?r.clone():ENV.engine.runKernel(function(e){return e.transpose(r,t)},{$x:r},function(e){var r=getUndoAxesPermutation(t);return{$x:function(){return e.transpose(r)}}})}var transpose=op({transpose_:transpose_});function localResponseNormalization_(e,t,r,n,a){void 0===t&&(t=5),void 0===r&&(r=1),void 0===n&&(n=1),void 0===a&&(a=.5);var o=convertToTensor(e,"x","localResponseNormalization");assert(4===o.rank||3===o.rank,"Error in localResponseNormalization: x must be rank 3 or 4 but got\n               rank "+o.rank+"."),assert(isInt(t),"Error in localResponseNormalization: depthRadius must be an integer\n                     but got depthRadius "+t+".");var i=o,s=!1;3===o.rank&&(s=!0,i=o.as4D(1,o.shape[0],o.shape[1],o.shape[2]));var u=ENV.engine.runKernel(function(e,o){return o(e.localResponseNormalization4D(i,t,r,n,a))},{x4D:i},function(e,o){var s=o[0];return{x4D:function(){return ENV.engine.runKernel(function(o){return o.LRNGrad(e,i,s,t,r,n,a)},{})}}});return s?u.as3D(u.shape[1],u.shape[2],u.shape[3]):u}var localResponseNormalization=op({localResponseNormalization_:localResponseNormalization_});function norm_(e,t,r,n){void 0===t&&(t="euclidean"),void 0===r&&(r=null),void 0===n&&(n=!1);var a=normImpl(e=convertToTensor(e,"x","norm"),t,r),o=a.shape;if(n){var i=parseAxisParam(r,e.shape);o=expandShapeToKeepDim(a.shape,i)}return a.reshape(o)}function normImpl(e,t,r){if(void 0===r&&(r=null),0===e.rank)return e.abs();if(1!==e.rank&&null===r)return normImpl(e.reshape([-1]),t,r);if(1===e.rank||"number"==typeof r||r instanceof Array&&1===r.length){if(1===t)return e.abs().sum(r);if(t===1/0)return e.abs().max(r);if(t===-1/0)return e.abs().min(r);if("euclidean"===t||2===t)return e.abs().pow(scalar(2,"int32")).sum(r).sqrt();throw new Error("Error in norm: invalid ord value: "+t)}if(r instanceof Array&&2===r.length){if(1===t)return e.abs().sum(r[0]).max(r[1]-1);if(t===1/0)return e.abs().sum(r[1]).max(r[0]);if(t===-1/0)return e.abs().sum(r[1]).min(r[0]);if("fro"===t||"euclidean"===t)return e.square().sum(r).sqrt();throw new Error("Error in norm: invalid ord value: "+t)}throw new Error("Error in norm: invalid axis: "+r)}var norm=op({norm_:norm_});function unsortedSegmentSum_(e,t,r){var n=convertToTensor(e,"x","unsortedSegmentSum"),a=convertToTensor(t,"segmentIds","unsortedSegmentSum","int32");return assert(isInt(r),"numSegments must be of dtype int"),ENV.engine.runKernel(function(e){return e.unsortedSegmentSum(n,a,r)},{$x:n},function(e){return{$x:function(){return gatherDropNegatives(e,a)}}})}function gather_(e,t,r){void 0===r&&(r=0);var n=convertToTensor(e,"x","gather"),a=convertToTensor(t,"indices","gather","int32");return r=parseAxisParam(r,n.shape)[0],ENV.engine.runKernel(function(e){return e.gather(n,a,r)},{$x:n},function(e){return{$x:function(){if(0===r)return unsortedSegmentSum(e,a,n.shape[r]);var t=n.shape,o=a.size,i=t.slice(0,r),s=i.length,u=t.slice(r,t.length).slice(1),l=u.length,p=arrayRange(0,s),c=arrayRange(s+1,s+1+l),d=arrayConcat([i,[o],u]),h=e.reshape(d),f=a.reshape([o]),m=arrayConcat([[s],p,c]),g=h.transpose(m),y=unsortedSegmentSum(g,f,n.shape[r]),v=getUndoAxesPermutation(m);return y.transpose(v)}}})}function arrayRange(e,t){for(var r=[],n=e;n<t;++n)r.push(n);return r}function arrayConcat(e){for(var t=[],r=0;r<e.length;++r)for(var n=0;n<e[r].length;++n)t.push(e[r][n]);return t}function gatherDropNegatives(e,t){for(var r=maximum(t,zerosLike(t)),n=gather(e,r),a=greaterEqual(t,scalar(0,"int32")),o=n.rank-a.rank,i=0;i<o;++i)a=expandDims(a,i+1);a=logicalAnd(a,ones$1(n.shape,"bool"));var s=zerosLike(n);return where(a,n,s)}var gather=op({gather_:gather_}),unsortedSegmentSum=op({unsortedSegmentSum_:unsortedSegmentSum_});function multiRNNCell_(e,t,r,n){for(var a=convertToTensor(t,"data","multiRNNCell"),o=convertToTensorArray(r,"c","multiRNNCell"),i=convertToTensorArray(n,"h","multiRNNCell"),s=a,u=[],l=0;l<e.length;l++){var p=e[l](s,o[l],i[l]);u.push(p[0]),u.push(p[1]),s=p[1]}var c=[],d=[];for(l=0;l<u.length;l+=2)c.push(u[l]),d.push(u[l+1]);return[c,d]}function basicLSTMCell_(e,t,r,n,a,o){var i=convertToTensor(e,"forgetBias","basicLSTMCell"),s=convertToTensor(t,"lstmKernel","basicLSTMCell"),u=convertToTensor(r,"lstmBias","basicLSTMCell"),l=convertToTensor(n,"data","basicLSTMCell"),p=convertToTensor(a,"c","basicLSTMCell"),c=convertToTensor(o,"h","basicLSTMCell"),d=l.concat(c,1).matMul(s).add(u),h=d.shape[0],f=d.shape[1]/4,m=[h,f],g=d.slice([0,0],m),y=d.slice([0,f],m),v=d.slice([0,2*f],m),x=d.slice([0,3*f],m),b=g.sigmoid().mulStrict(y.tanh()).addStrict(p.mulStrict(i.add(v).sigmoid()));return[b,b.tanh().mulStrict(x.sigmoid())]}var basicLSTMCell=op({basicLSTMCell_:basicLSTMCell_}),multiRNNCell=op({multiRNNCell_:multiRNNCell_});function movingAverage_(e,t,r,n,a){void 0===a&&(a=!0);var o=convertToTensor(e,"v","movingAverage"),i=convertToTensor(t,"x","movingAverage"),s=convertToTensor(r,"decay","movingAverage");assertTypesMatch(o,i),assert(arraysEqual(o.shape,i.shape),"Shape mismatch in v and x");var u=scalar(1),l=u.sub(s),p=i.sub(o).mul(l);if(a){assert(null!=n,"When using zeroDebias: true, step is required.");var c=convertToTensor(n,"step","movingAverage");p=p.div(u.sub(pow(s,c)))}return o.add(p)}var movingAverage=op({movingAverage_:movingAverage_});function stridedSlice_(e,t,r,n,a,o,i,s,u){if(void 0===a&&(a=0),void 0===o&&(o=0),void 0===i&&(i=0),void 0===s&&(s=0),void 0===u&&(u=0),0!==i)throw new Error("ellipsis mask is not yet supported");if(0!==s)throw new Error("new axis mask is not yet supported");var l=convertToTensor(e,"x","stridedSlice");return ENV.engine.runKernel(function(e){return e.stridedSlice(l,t,r,n,a,o,i,s,u)},{$x:l})}var stridedSlice=op({stridedSlice_:stridedSlice_});function topk_(e,t,r){void 0===t&&(t=1),void 0===r&&(r=!0);var n=convertToTensor(e,"x","topk");if(0===n.rank)throw new Error("topk() expects the input to be of rank 1 or higher");var a=n.shape[n.shape.length-1];if(t>a)throw new Error("'k' passed to topk() must be <= the last dimension ("+a+") but got "+t);var o=ENV.engine.runKernel(function(e){return e.topk(n,t,r)},{$x:n});return{values:o[0],indices:o[1]}}var topk=op({topk_:topk_});function scatterND_(e,t,r){var n=convertToTensor(e,"indices","scatterND","int32"),a=convertToTensor(t,"updates","scatterND");return validateInput(a,n,r),ENV.engine.runKernel(function(e){return e.scatterND(n,a,r)},{$indices:n,$updates:a})}var scatterND=op({scatterND_:scatterND_});function fft_(e){assert("complex64"===e.dtype,"The dtype for tf.spectral.fft() must be complex64 but got "+e.dtype+".");var t=e.shape[e.shape.length-1],r=e.size/t,n=e.as2D(r,t);return ENV.engine.runKernel(function(e){return e.fft(n)},{input:e}).reshape(e.shape)}function ifft_(e){assert("complex64"===e.dtype,"The dtype for tf.spectral.ifft() must be complex64 but got "+e.dtype+".");var t=e.shape[e.shape.length-1],r=e.size/t,n=e.as2D(r,t);return ENV.engine.runKernel(function(e){return e.ifft(n)},{input:e}).reshape(e.shape)}function rfft_(e){assert("float32"===e.dtype,"The dtype for rfft() must be real value but\n    got "+e.dtype);var t=e.shape[e.shape.length-1],r=e.size/t,n=e.zerosLike(),a=complex(e,n).as2D(r,t),o=fft(a),i=Math.floor(t/2)+1,s=real(o),u=imag(o),l=s.split([i,t-i],s.shape.length-1),p=u.split([i,t-i],u.shape.length-1),c=e.shape.slice();return c[e.shape.length-1]=i,complex(l[0],p[0]).reshape(c)}function irfft_(e){var t=e.shape[e.shape.length-1],r=e.size/t;if(t<=2){var n=e.as2D(r,t),a=ifft(n);return real(a)}var o=[r,2*(t-1)],i=real(e).as2D(r,t),s=imag(e).as2D(r,t),u=i.slice([0,1],[r,t-2]).reverse(1),l=s.slice([0,1],[r,t-2]).reverse(1).mul(scalar(-1)),p=i.concat(u,1),c=s.concat(l,1);return n=complex(p,c).as2D(o[0],o[1]),a=ifft(n),real(a)}var fft=op({fft_:fft_}),ifft=op({ifft_:ifft_}),rfft=op({rfft_:rfft_}),irfft=op({irfft_:irfft_}),spectral_ops=Object.freeze({fft:fft,ifft:ifft,rfft:rfft,irfft:irfft});function validateInput$1(e,t,r,n){if("int32"!==e.dtype)throw new Error("tf.sparseToDense() expects the indices to be int32 type, but the dtype was "+e.dtype+".");if(e.rank>2)throw new Error("sparseIndices should be a scalar, vector, or matrix, but got shape "+e.shape+".");var a=e.rank>0?e.shape[0]:1,o=e.rank>1?e.shape[1]:1;if(r.length!==o)throw new Error("outputShape has incorrect number of elements:, "+r.length+", should be: "+o+".");var i=t.size;if(0!==t.rank&&(1!==t.rank||i!==a))throw new Error("sparseValues has incorrect shape "+t.shape+", should be [] or ["+a+"]");if(t.dtype!==n.dtype)throw new Error("sparseValues.dtype must match defaultValues.dtype")}function sparseToDense_(e,t,r,n){var a=convertToTensor(e,"sparseIndices","sparseToDense","int32"),o=convertToTensor(t,"sparseValues","sparseToDense"),i=convertToTensor(n,"defaultValue","sparseToDense",o.dtype);return validateInput$1(a,o,r,i),ENV.engine.runKernel(function(e){return e.sparseToDense(a,o,r,i)},{$sparseIndices:a,$sparseValues:o,$defaultValue:i})}var sparseToDense=op({sparseToDense_:sparseToDense_});function gatherND_(e,t){var r=convertToTensor(t,"indices","gatherND","int32"),n=convertToTensor(e,"x","gatherND");return ENV.engine.runKernel(function(e){return e.gatherND(n,r)},{$x:n,$indices:r})}var gatherND=op({gatherND_:gatherND_});function computeWeightedLoss_(e,t,r){void 0===r&&(r=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var n=convertToTensor(e,"losses","computeWeightedLoss"),a=null;null!=t&&(a=convertToTensor(t,"weights","computeWeightedLoss"));var o=null==a?n:n.mul(a);if(r===exports.Reduction.NONE)return o;if(r===exports.Reduction.SUM)return o.sum();if(r===exports.Reduction.MEAN){if(null==a)return o.mean();var i=sizeFromShape(n.shape)/sizeFromShape(a.shape),s=o.sum().div(a.sum());return i>1?s.div(scalar(i)):s}if(r===exports.Reduction.SUM_BY_NONZERO_WEIGHTS){if(null==a)return o.sum().div(scalar(n.size));var u=a.mul(ones$1(n.shape)).notEqual(scalar(0)).sum().toFloat();return o.sum().div(u)}throw Error("Unknown reduction: "+r)}function absoluteDifference_(e,t,r,n){void 0===n&&(n=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var a=convertToTensor(e,"labels","absoluteDifference"),o=convertToTensor(t,"predictions","absoluteDifference"),i=null;null!=r&&(i=convertToTensor(r,"weights","absoluteDifference")),assertShapesMatch(a.shape,o.shape,"Error in absoluteDifference: ");var s=a.sub(o).abs();return computeWeightedLoss(s,i,n)}function meanSquaredError_(e,t,r,n){void 0===n&&(n=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var a=convertToTensor(e,"labels","meanSquaredError"),o=convertToTensor(t,"predictions","meanSquaredError"),i=null;null!=r&&(i=convertToTensor(r,"weights","meanSquaredError")),assertShapesMatch(a.shape,o.shape,"Error in meanSquaredError: ");var s=a.squaredDifference(o);return computeWeightedLoss(s,i,n)}function cosineDistance_(e,t,r,n,a){void 0===a&&(a=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var o=convertToTensor(e,"labels","cosineDistance"),i=convertToTensor(t,"predictions","cosineDistance"),s=null;null!=n&&(s=convertToTensor(n,"weights","cosineDistance")),assertShapesMatch(o.shape,i.shape,"Error in cosineDistance: ");var u=scalar(1).sub(o.mul(i).sum(r,!0));return computeWeightedLoss(u,s,a)}function hingeLoss_(e,t,r,n){void 0===n&&(n=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var a=convertToTensor(e,"labels","hingeLoss"),o=convertToTensor(t,"predictions","hingeLoss"),i=null;null!=r&&(i=convertToTensor(r,"weights","hingeLoss")),assertShapesMatch(a.shape,o.shape,"Error in hingeLoss: ");var s=scalar(1);a=scalar(2).mul(a).sub(s);var u=s.sub(a.mul(o)).relu();return computeWeightedLoss(u,i,n)}function logLoss_(e,t,r,n,a){void 0===n&&(n=1e-7),void 0===a&&(a=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var o=convertToTensor(e,"labels","logLoss"),i=convertToTensor(t,"predictions","logLoss"),s=null;null!=r&&(s=convertToTensor(r,"weights","logLoss")),assertShapesMatch(o.shape,i.shape,"Error in logLoss: ");var u=scalar(1),l=scalar(n),p=o.mul(i.add(l).log()).neg().sub(u.sub(o).mul(u.sub(i).add(l).log()));return computeWeightedLoss(p,s,a)}function sigmoidCrossEntropyWithLogits_(e,t){var r=convertToTensor(e,"labels","sigmoidCrossEntropyWithLogits"),n=convertToTensor(t,"logits","sigmoidCrossEntropyWithLogits");assertShapesMatch(r.shape,n.shape,"Error in sigmoidCrossEntropyWithLogits: ");var a=n.relu(),o=n.mul(r),i=n.abs().neg().exp().log1p();return a.sub(o).add(i)}function sigmoidCrossEntropy_(e,t,r,n,a){void 0===n&&(n=0),void 0===a&&(a=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var o=convertToTensor(e,"multiClassLabels","sigmoidCrossEntropy"),i=convertToTensor(t,"logits","sigmoidCrossEntropy"),s=null;if(null!=r&&(s=convertToTensor(r,"weights","sigmoidCrossEntropy")),assertShapesMatch(o.shape,i.shape,"Error in sigmoidCrossEntropy: "),n>0){var u=scalar(n),l=scalar(1),p=scalar(.5);o=o.mul(l.sub(u)).add(p.mul(u))}var c=sigmoidCrossEntropyWithLogits_(o,i);return computeWeightedLoss(c,s,a)}function huberLoss_(e,t,r,n,a){void 0===n&&(n=1),void 0===a&&(a=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var o=convertToTensor(e,"labels","huberLoss"),i=convertToTensor(t,"predictions","huberLoss"),s=null;null!=r&&(s=convertToTensor(r,"weights","huberLoss")),assertShapesMatch(o.shape,i.shape,"Error in huberLoss: ");var u=scalar(n),l=i.sub(o).abs(),p=minimum(l,u),c=l.sub(p),d=scalar(.5).mul(p.square()).add(u.mul(c));return computeWeightedLoss(d,s,a)}function softmaxCrossEntropyWithLogits_(e,t,r){if(void 0===r&&(r=-1),-1===r&&(r=t.rank-1),r!==t.rank-1)throw Error("Softmax cross entropy along a non-last dimension is not yet supported. Labels / logits was rank "+t.rank+" and dim was "+r);return customGrad(function(e,t){var n=t.logSumExp([r],!0),a=t.toFloat().sub(n);return{value:a.mul(e).neg().sum([r]),gradFunc:function(t){var n=expandShapeToKeepDim(t.shape,[r]);return[t.reshape(n).mul(e.toFloat().sub(a.exp())),t.reshape(n).mul(a.exp().sub(e.toFloat()))]}}})(e,t)}function softmaxCrossEntropy_(e,t,r,n,a){void 0===n&&(n=0),void 0===a&&(a=exports.Reduction.SUM_BY_NONZERO_WEIGHTS);var o=convertToTensor(e,"onehotLabels","softmaxCrossEntropy"),i=convertToTensor(t,"logits","softmaxCrossEntropy"),s=null;if(null!=r&&(s=convertToTensor(r,"weights","softmaxCrossEntropy")),assertShapesMatch(o.shape,i.shape,"Error in softmaxCrossEntropy: "),n>0){var u=scalar(n),l=scalar(1),p=scalar(o.shape[1]);o=o.mul(l.sub(u)).add(u.div(p))}var c=softmaxCrossEntropyWithLogits_(o,i);return computeWeightedLoss(c,s,a)}!function(e){e[e.NONE=0]="NONE",e[e.MEAN=1]="MEAN",e[e.SUM=2]="SUM",e[e.SUM_BY_NONZERO_WEIGHTS=3]="SUM_BY_NONZERO_WEIGHTS"}(exports.Reduction||(exports.Reduction={}));var absoluteDifference=op({absoluteDifference_:absoluteDifference_}),computeWeightedLoss=op({computeWeightedLoss_:computeWeightedLoss_}),cosineDistance=op({cosineDistance_:cosineDistance_}),hingeLoss=op({hingeLoss_:hingeLoss_}),huberLoss=op({huberLoss_:huberLoss_}),logLoss=op({logLoss_:logLoss_}),meanSquaredError=op({meanSquaredError_:meanSquaredError_}),sigmoidCrossEntropy=op({sigmoidCrossEntropy_:sigmoidCrossEntropy_}),softmaxCrossEntropy=op({softmaxCrossEntropy_:softmaxCrossEntropy_}),loss_ops=Object.freeze({get Reduction(){return exports.Reduction},absoluteDifference:absoluteDifference,computeWeightedLoss:computeWeightedLoss,cosineDistance:cosineDistance,hingeLoss:hingeLoss,huberLoss:huberLoss,logLoss:logLoss,meanSquaredError:meanSquaredError,sigmoidCrossEntropy:sigmoidCrossEntropy,softmaxCrossEntropy:softmaxCrossEntropy});function gramSchmidt_(e){var t;if(Array.isArray(e)){t=!1,assert(null!=e&&e.length>0,"Gram-Schmidt process: input must not be null, undefined, or empty");for(var r=e[0].shape[0],n=1;n<e.length;++n)assert(e[n].shape[0]===r,"Gram-Schmidt: Non-unique lengths found in the input vectors: ("+e[n].shape[0]+" vs. "+r+")")}else t=!0,e=split$1(e,e.shape[0],0).map(function(e){return squeeze(e,[0])});assert(e.length<=e[0].shape[0],"Gram-Schmidt: Number of vectors ("+e.length+") exceeds number of dimensions ("+e[0].shape[0]+").");var a=[],o=e,i=function(e){a.push(ENV.engine.tidy(function(){var t=o[e];if(e>0)for(var r=0;r<e;++r){var n=sum$1(a[r].mulStrict(t)).mul(a[r]);t=t.sub(n)}return t.div(norm(t,"euclidean"))}))};for(n=0;n<e.length;++n)i(n);return t?stack(a,0):a}function qr_(e,t){if(void 0===t&&(t=!1),e.rank<2)throw new Error("qr() requires input tensor to have a rank >= 2, but got rank "+e.rank);if(2===e.rank)return qr2d(e,t);var r=e.shape.slice(0,e.shape.length-2).reduce(function(e,t){return e*t}),n=[],a=[];return unstack(e.reshape([r,e.shape[e.shape.length-2],e.shape[e.shape.length-1]]),0).forEach(function(e){var r=qr2d(e,t),o=r[0],i=r[1];n.push(o),a.push(i)}),[stack(n,0).reshape(e.shape),stack(a,0).reshape(e.shape)]}function qr2d(e,t){return void 0===t&&(t=!1),ENV.engine.tidy(function(){if(2!==e.shape.length)throw new Error("qr2d() requires a 2D Tensor, but got a "+e.shape.length+"D Tensor.");for(var r=e.shape[0],n=e.shape[1],a=eye(r),o=e.clone(),i=tensor2d([[1]],[1,1]),s=i.clone(),u=r>=n?n:r,l=function(e){var t,u=o,l=s,p=a;t=ENV.engine.tidy(function(){var t=o.slice([e,e],[r-e,1]),u=t.norm(),l=o.slice([e,e],[1,1]),p=l.sign().neg(),c=l.sub(p.mul(u)),d=t.div(c);s=1===d.shape[0]?i.clone():i.concat(d.slice([1,0],[d.shape[0]-1,d.shape[1]]),0);var h=p.matMul(c).div(u).neg(),f=o.slice([e,0],[r-e,n]),m=h.mul(s);o=0===e?f.sub(m.matMul(s.transpose().matMul(f))):o.slice([0,0],[e,n]).concat(f.sub(m.matMul(s.transpose().matMul(f))),0);var g=a.slice([0,e],[r,a.shape[1]-e]);return a=0===e?g.sub(g.matMul(s).matMul(m.transpose())):a.slice([0,0],[r,e]).concat(g.sub(g.matMul(s).matMul(m.transpose())),1),[s,o,a]}),s=t[0],o=t[1],a=t[2],dispose([u,l,p])},p=0;p<u;++p)l(p);return!t&&r>n&&(a=a.slice([0,0],[r,n]),o=o.slice([0,0],[n,n])),[a,o]})}var gramSchmidt=op({gramSchmidt_:gramSchmidt_}),qr=op({qr_:qr_}),linalg_ops=Object.freeze({gramSchmidt:gramSchmidt,qr:qr});function resizeBilinear_(e,t,r){void 0===r&&(r=!1);var n=convertToTensor(e,"images","resizeBilinear");assert(3===n.rank||4===n.rank,"Error in resizeBilinear: x must be rank 3 or 4, but got rank "+n.rank+"."),assert(2===t.length,"Error in resizeBilinear: new shape must 2D, but got shape "+t+".");var a=n,o=!1;3===n.rank&&(o=!0,a=n.as4D(1,n.shape[0],n.shape[1],n.shape[2]));var i=t[0],s=t[1],u=ENV.engine.runKernel(function(e,t){return e.resizeBilinear(a,i,s,r)},{batchImages:a},function(e,t){return{batchImages:function(){return ENV.engine.runKernel(function(t){return t.resizeBilinearBackprop(e,a,r)},{})}}});return o?u.as3D(u.shape[1],u.shape[2],u.shape[3]):u}function resizeNearestNeighbor_(e,t,r){void 0===r&&(r=!1);var n=convertToTensor(e,"images","resizeNearestNeighbor");assert(3===n.rank||4===n.rank,"Error in resizeNearestNeighbor: x must be rank 3 or 4, but got rank "+n.rank+"."),assert(2===t.length,"Error in resizeNearestNeighbor: new shape must 2D, but got shape "+t+"."),assert("float32"===n.dtype||"int32"===n.dtype,"`images` must have `int32` or `float32` as dtype");var a=n,o=!1;3===n.rank&&(o=!0,a=n.as4D(1,n.shape[0],n.shape[1],n.shape[2]));var i=t[0],s=t[1],u=ENV.engine.runKernel(function(e,t){return e.resizeNearestNeighbor(a,i,s,r)},{batchImages:a},function(e,t){return{batchImages:function(){return ENV.engine.runKernel(function(t){return t.resizeNearestNeighborBackprop(e,a,r)},{})}}});return o?u.as3D(u.shape[1],u.shape[2],u.shape[3]):u}function nonMaxSuppression_(e,t,r,n,a){void 0===n&&(n=.5),void 0===a&&(a=Number.NEGATIVE_INFINITY);var o=convertToTensor(e,"boxes","nonMaxSuppression"),i=convertToTensor(t,"scores","nonMaxSuppression"),s=nonMaxSuppSanityCheck(o,i,r,n,a);return r=s.maxOutputSize,n=s.iouThreshold,a=s.scoreThreshold,ENV.engine.runKernel(function(e){return e.nonMaxSuppression(o,i,r,n,a)},{$boxes:o})}function nonMaxSuppressionAsync_(e,t,r,n,a){return void 0===n&&(n=.5),void 0===a&&(a=Number.NEGATIVE_INFINITY),__awaiter(this,void 0,void 0,function(){var o,i,s,u,l,p;return __generator(this,function(c){switch(c.label){case 0:return o=convertToTensor(e,"boxes","nonMaxSuppressionAsync"),i=convertToTensor(t,"scores","nonMaxSuppressionAsync"),s=nonMaxSuppSanityCheck(o,i,r,n,a),r=s.maxOutputSize,n=s.iouThreshold,a=s.scoreThreshold,[4,o.data()];case 1:return u=c.sent(),[4,i.data()];case 2:return l=c.sent(),p=nonMaxSuppressionImpl(u,l,r,n,a),o!==e&&o.dispose(),i!==t&&i.dispose(),[2,p]}})})}function nonMaxSuppSanityCheck(e,t,r,n,a){null==n&&(n=.5),null==a&&(a=Number.NEGATIVE_INFINITY);var o=e.shape[0];return r=Math.min(r,o),assert(0<=n&&n<=1,"iouThreshold must be in [0, 1], but was '"+n+"'"),assert(2===e.rank,"boxes must be a 2D tensor, but was of rank '"+e.rank+"'"),assert(4===e.shape[1],"boxes must have 4 columns, but 2nd dimension was "+e.shape[1]),assert(1===t.rank,"scores must be a 1D tensor"),assert(t.shape[0]===o,"scores has incompatible shape with boxes. Expected "+o+", but was "+t.shape[0]),{maxOutputSize:r,iouThreshold:n,scoreThreshold:a}}function cropAndResize_(e,t,r,n,a,o){var i=convertToTensor(e,"image","cropAndResize","float32"),s=convertToTensor(t,"boxes","cropAndResize","float32"),u=convertToTensor(r,"boxInd","cropAndResize","int32");a=a||"bilinear",o=o||0;var l=s.shape[0];return assert(4===i.rank,"Error in cropAndResize: image must be rank 4,but got rank "+i.rank+"."),assert(2===s.rank&&4===s.shape[1],"Error in cropAndResize: boxes must be have size ["+l+",4] but had shape "+s.shape+"."),assert(1===u.rank&&u.shape[0]===l,"Error in cropAndResize: boxInd must be have size ["+l+"] but had shape "+s.shape+"."),assert(2===n.length,"Error in cropAndResize: cropSize must be of length 2, but got length "+n.length+"."),assert(n[0]>=1&&n[1]>=1,"cropSize must be atleast [1,1], but was "+n),assert("bilinear"===a||"nearest"===a,"method must be bilinear or nearest, but was "+a),ENV.engine.runKernel(function(e,t){return e.cropAndResize(i,s,u,n,a,o)},{$image:i,$boxes:s})}var resizeBilinear=op({resizeBilinear_:resizeBilinear_}),resizeNearestNeighbor=op({resizeNearestNeighbor_:resizeNearestNeighbor_}),nonMaxSuppression=op({nonMaxSuppression_:nonMaxSuppression_}),nonMaxSuppressionAsync=nonMaxSuppressionAsync_,cropAndResize=cropAndResize_,image_ops=Object.freeze({resizeBilinear:resizeBilinear,resizeNearestNeighbor:resizeNearestNeighbor,nonMaxSuppression:nonMaxSuppression,nonMaxSuppressionAsync:nonMaxSuppressionAsync,cropAndResize:cropAndResize}),ops=Object.freeze({image:image_ops,linalg:linalg_ops,losses:loss_ops,spectral:spectral_ops,op:op,batchNormalization2d:batchNormalization2d,batchNormalization3d:batchNormalization3d,batchNormalization4d:batchNormalization4d,batchNormalization:batchNormalization,complex:complex,real:real,imag:imag,concat:concat,concat1d:concat1d,concat2d:concat2d,concat3d:concat3d,concat4d:concat4d,split:split$1,conv1d:conv1d,conv2d:conv2d,conv3d:conv3d,conv2dDerFilter:conv2dDerFilter,depthwiseConv2d:depthwiseConv2d,separableConv2d:separableConv2d,conv2dTranspose:conv2dTranspose,matMul:matMul,dot:dot,outerProduct:outerProduct,reverse:reverse,reverse1d:reverse1d,reverse2d:reverse2d,reverse3d:reverse3d,reverse4d:reverse4d,maxPool:maxPool,avgPool:avgPool,pool:pool,slice:slice,slice1d:slice1d,slice2d:slice2d,slice3d:slice3d,slice4d:slice4d,abs:abs,acos:acos,acosh:acosh,asin:asin,asinh:asinh,atan:atan,atanh:atanh,ceil:ceil,clipByValue:clipByValue,cos:cos,cosh:cosh,erf:erf,exp:exp,expm1:expm1,floor:floor,log:log$1,log1p:log1p,logSigmoid:logSigmoid,neg:neg,reciprocal:reciprocal,round:round,rsqrt:rsqrt,sigmoid:sigmoid,sign:sign,sin:sin,sinh:sinh,softplus:softplus,sqrt:sqrt,square:square,step:step,tan:tan,tanh:tanh$1,all:all,any:any,argMax:argMax,argMin:argMin,logSumExp:logSumExp,max:max,mean:mean,min:min,moments:moments,sum:sum$1,prod:prod,equal:equal,equalStrict:equalStrict,greater:greater,greaterEqual:greaterEqual,greaterEqualStrict:greaterEqualStrict,greaterStrict:greaterStrict,less:less,lessEqual:lessEqual,lessEqualStrict:lessEqualStrict,lessStrict:lessStrict,notEqual:notEqual,notEqualStrict:notEqualStrict,add:add,addN:addN,addStrict:addStrict,atan2:atan2,div:div,divStrict:divStrict,floorDiv:floorDiv,maximum:maximum,maximumStrict:maximumStrict,minimum:minimum,minimumStrict:minimumStrict,mod:mod,modStrict:modStrict,mul:mul,mulStrict:mulStrict,pow:pow,powStrict:powStrict,squaredDifference:squaredDifference,squaredDifferenceStrict:squaredDifferenceStrict,sub:sub,subStrict:subStrict,elu:elu,leakyRelu:leakyRelu,prelu:prelu,relu:relu,selu:selu,logicalAnd:logicalAnd,logicalNot:logicalNot,logicalOr:logicalOr,logicalXor:logicalXor,where:where,whereAsync:whereAsync,buffer:buffer,toPixels:toPixels,print:print,batchToSpaceND:batchToSpaceND,cast:cast,clone:clone,cumsum:cumsum,depthToSpace:depthToSpace,expandDims:expandDims,eye:eye,fromPixels:fromPixels,multinomial:multinomial,oneHot:oneHot,pad:pad,pad1d:pad1d,pad2d:pad2d,pad3d:pad3d,pad4d:pad4d,rand:rand,randomNormal:randomNormal,randomUniform:randomUniform,reshape:reshape,spaceToBatchND:spaceToBatchND,squeeze:squeeze,stack:stack,tile:tile,truncatedNormal:truncatedNormal,unstack:unstack,setdiff1dAsync:setdiff1dAsync,fill:fill,linspace:linspace,ones:ones$1,range:range,scalar:scalar,tensor:tensor,tensor1d:tensor1d,tensor2d:tensor2d,tensor3d:tensor3d,tensor4d:tensor4d,tensor5d:tensor5d,tensor6d:tensor6d,zeros:zeros,onesLike:onesLike,zerosLike:zerosLike,transpose:transpose,softmax:softmax,logSoftmax:logSoftmax,localResponseNormalization:localResponseNormalization,norm:norm,gather:gather,unsortedSegmentSum:unsortedSegmentSum,basicLSTMCell:basicLSTMCell,multiRNNCell:multiRNNCell,movingAverage:movingAverage,stridedSlice:stridedSlice,topk:topk,scatterND:scatterND,fft:fft,ifft:ifft,rfft:rfft,irfft:irfft,sparseToDense:sparseToDense,gatherND:gatherND}),MathBackendCPU=function(){function e(){this.blockSize=48,this.firstUse=!0,ENV.get("IS_BROWSER")&&(this.fromPixels2DContext=document.createElement("canvas").getContext("2d"))}return e.prototype.setDataMover=function(e){this.data=new DataStorage(e)},e.prototype.register=function(e,t,r){if(this.firstUse&&(this.firstUse=!1,ENV.get("IS_NODE")&&warn("\n============================\nHi there 👋. Looks like you are running TensorFlow.js in Node.js. To speed things up dramatically, install our node backend, which binds to TensorFlow C++, by running npm i @tensorflow/tfjs-node, or npm i @tensorflow/tfjs-node-gpu if you have CUDA. Then call require('@tensorflow/tfjs-node'); (-gpu suffix for CUDA) at the start of your program. Visit https://github.com/tensorflow/tfjs-node for more details.\n============================\n")),this.data.has(e))throw new Error("Data buffer is already registered");this.data.set(e,{dtype:r})},e.prototype.write=function(e,t){if(null==t)throw new Error("MathBackendCPU.write(): values can not be null");this.data.get(e).values=t},e.prototype.fromPixels=function(e,t){if(null==e)throw new Error("pixels passed to tf.fromPixels() can not be null");var r,n;if(ENV.get("IS_NODE")&&null==e.getContext)throw new Error("When running in node, pixels must be an HTMLCanvasElement like the one returned by the `canvas` npm package");if(null!=e.getContext)r=e.getContext("2d").getImageData(0,0,e.width,e.height).data;else if(e instanceof ImageData)r=e.data;else{if(!(e instanceof HTMLImageElement||e instanceof HTMLVideoElement))throw new Error("pixels passed to tf.fromPixels() must be either an HTMLVideoElement, HTMLImageElement, HTMLCanvasElement or ImageData, but was "+e.constructor.name);if(null==this.fromPixels2DContext)throw new Error("Can't read pixels from HTMLImageElement outside the browser.");this.fromPixels2DContext.canvas.width=e.width,this.fromPixels2DContext.canvas.height=e.height,this.fromPixels2DContext.drawImage(e,0,0,e.width,e.height),r=this.fromPixels2DContext.getImageData(0,0,e.width,e.height).data}if(4===t)n=new Int32Array(r);else{var a=e.width*e.height;n=new Int32Array(a*t);for(var o=0;o<a;o++)for(var i=0;i<t;++i)n[o*t+i]=r[4*o+i]}return tensor3d(n,[e.height,e.width,t],"int32")},e.prototype.read=function(e){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(t){return[2,this.readSync(e)]})})},e.prototype.readSync=function(e){var t=this.data.get(e),r=t.dtype,n=t.complexTensors;return"complex64"===r?mergeRealAndImagArrays(n.real.dataSync(),n.imag.dataSync()):this.data.get(e).values},e.prototype.disposeData=function(e){if(this.data.has(e)){var t=this.data.get(e).complexTensors;null!=t&&(t.real.dispose(),t.imag.dispose()),this.data.delete(e)}},e.prototype.time=function(e){return __awaiter(this,void 0,void 0,function(){var t;return __generator(this,function(r){return t=now(),e(),[2,{kernelMs:now()-t}]})})},e.prototype.memory=function(){return{unreliable:!0,reasons:["The reported memory is an upper bound. Due to automatic garbage collection, the true allocated memory may be less."]}},e.prototype.complex=function(e,t){var r=Tensor.make(e.shape,{},"complex64");return this.data.get(r.dataId).complexTensors={real:ENV.engine.keep(e.clone()),imag:ENV.engine.keep(t.clone())},r},e.prototype.real=function(e){return this.data.get(e.dataId).complexTensors.real.clone()},e.prototype.imag=function(e){return this.data.get(e.dataId).complexTensors.imag.clone()},e.prototype.assertNotComplex=function(e,t){Array.isArray(e)||(e=[e]),e.forEach(function(e){null!=e&&assert("complex64"!==e.dtype,t+" does not support complex64 tensors.")})},e.prototype.slice=function(e,t,r){this.assertNotComplex(e,"slice");for(var n=buffer(r,e.dtype),a=0;a<n.size;++a){var o=n.indexToLoc(a),i=o.map(function(e,r){return e+t[r]});n.set.apply(n,[e.get.apply(e,i)].concat(o))}return n.toTensor()},e.prototype.stridedSlice=function(e,t,r,n,a,o,i,s,u){this.assertNotComplex(e,"stridedSlice");var l=getStridedSlicedInfo(e.shape,t,r,n,a,o,i,s,u),p=l[0],c=l[1],d=l[2],h=c.filter(function(e,t){return-1===d.indexOf(t)});if(h.some(function(e){return 0===e}))return tensor([],h);for(var f=buffer(c,e.dtype),m=0;m<f.size;m++){for(var g=f.indexToLoc(m),y=new Array(g.length),v=0;v<y.length;v++)y[v]=g[v]*n[v]+p[v];f.set.apply(f,[e.get.apply(e,y)].concat(g))}return f.toTensor().reshape(h)},e.prototype.reverse=function(e,t){this.assertNotComplex(e,"reverse");for(var r=buffer(e.shape,e.dtype),n=e.buffer(),a=function(a){var o=r.indexToLoc(a),i=o.slice();t.forEach(function(t){return i[t]=e.shape[t]-1-i[t]}),r.set.apply(r,[n.get.apply(n,i)].concat(o))},o=0;o<r.size;o++)a(o);return r.toTensor()},e.prototype.concat=function(e,t){this.assertNotComplex(e,"concat");var r=e.map(function(e){var r=sizeFromShape(e.shape.slice(t));return e.as2D(-1,r)}),n=computeOutShape(r.map(function(e){return e.shape}),1),a=buffer(n,e[0].dtype).values;if(1===r[0].shape[0]){var o=0;r.forEach(function(e){a.set(e.dataSync(),o),o+=e.size})}else{var i=0;r.forEach(function(e){for(var t=e.dataSync(),r=0,o=0;o<e.shape[0];++o)for(var s=o*n[1]+i,u=0;u<e.shape[1];++u)a[s+u]=t[r++];i+=e.shape[1]})}var s=computeOutShape(e.map(function(e){return e.shape}),t);return tensor(a,s,e[0].dtype)},e.prototype.neg=function(e){return this.assertNotComplex(e,"neg"),this.multiply(scalar(-1),e)},e.prototype.add=function(e,t){return"complex64"===e.dtype||"complex64"===t.dtype?this.broadcastedBinaryComplexOp(e.cast("complex64"),t.cast("complex64"),function(e,t,r,n){return{real:e+r,imag:t+n}}):this.broadcastedBinaryOp(e,t,upcastType(e.dtype,t.dtype),function(e,t){return e+t})},e.prototype.addN=function(e){this.assertNotComplex(e,"addN");for(var t=e.map(function(e){return e.dataSync()}),r=buffer(e[0].shape,e[0].dtype),n=r.values,a=0;a<e.length;a++)for(var o=t[a],i=0;i<n.length;i++)n[i]+=o[i];return r.toTensor()},e.prototype.subtract=function(e,t){return"complex64"===e.dtype||"complex64"===t.dtype?this.broadcastedBinaryComplexOp(e.cast("complex64"),t.cast("complex64"),function(e,t,r,n){return{real:e-r,imag:t-n}}):this.broadcastedBinaryOp(e,t,upcastType(e.dtype,t.dtype),function(e,t){return e-t})},e.prototype.pow=function(e,t){return this.assertNotComplex([e,t],"pow"),this.broadcastedBinaryOp(e,t,e.dtype,function(e,t){return Math.pow(e,t)})},e.prototype.batchMatMul=function(e,t,r,n){this.assertNotComplex([e,t],"matMul");for(var a=r?e.shape[1]:e.shape[2],o=r?e.shape[2]:e.shape[1],i=n?t.shape[1]:t.shape[2],s=e.shape[0],u=e.dataSync(),l=t.dataSync(),p=r?[e.strides[0],1,e.strides[1]]:[e.strides[0],e.strides[1],1],c=p[0],d=p[1],h=p[2],f=n?[1,t.strides[1],t.strides[0]]:[t.strides[1],1,t.strides[0]],m=f[0],g=f[1],y=f[2],v=o*i,x=buffer([s,o,i],e.dtype),b=x.values,w=this.blockSize,N=0;N<s;N++)for(var S=0;S<o;S+=w)for(var T=0;T<i;T+=w)for(var E=0;E<a;E+=w)for(var I=Math.min(S+w,o),_=Math.min(T+w,i),C=Math.min(E+w,a),A=S;A<I;A++)for(var P=T;P<_;P++){for(var k=0,D=E;D<C;D++)k+=u[N*c+A*d+D*h]*l[D*m+P*g+N*y];b[N*v+(A*i+P)]+=k}return x.toTensor()},e.prototype.multiply=function(e,t){return"complex64"===e.dtype||"complex64"===t.dtype?this.broadcastedBinaryComplexOp(e.cast("complex64"),t.cast("complex64"),function(e,t,r,n){return{real:e*r-t*n,imag:e*n+t*r}}):this.broadcastedBinaryOp(e,t,upcastType(e.dtype,t.dtype),function(e,t){return e*t})},e.prototype.realDivide=function(e,t){return this.assertNotComplex([e,t],"realDivide"),this.broadcastedBinaryOp(e,t,"float32",function(e,t){return e/t})},e.prototype.floorDiv=function(e,t){return this.assertNotComplex([e,t],"floorDiv"),this.broadcastedBinaryOp(e,t,"int32",function(e,t){return Math.floor(e/t)})},e.prototype.sum=function(e,t){this.assertNotComplex(e,"sum"),assertAxesAreInnerMostDims("sum",t,e.rank);for(var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=r[1],o=zeros(n,upcastType(e.dtype,"int32")),i=sizeFromShape(a),s=o.dataSync(),u=e.dataSync(),l=0;l<s.length;++l){for(var p=l*i,c=0,d=0;d<i;++d)c+=u[p+d];s[l]=c}return o},e.prototype.prod=function(e,t){this.assertNotComplex(e,"sum");for(var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=r[1],o=zeros(n,upcastType(e.dtype,"int32")),i=sizeFromShape(a),s=o.dataSync(),u=e.dataSync(),l=0;l<s.length;++l){for(var p=l*i,c=1,d=0;d<i;++d)c*=u[p+d];s[l]=c}return o},e.prototype.unsortedSegmentSum=function(e,t,r){this.assertNotComplex(e,"unsortedSegmentSum");for(var n=[],a=e.rank-t.rank,o=0;o<a;++o)t=t.expandDims(o+1);for(o=0;o<r;++o){var i=scalar(o,"int32"),s=equal(i,t).asType("float32").mul(e).sum(0);n.push(s)}return stack(n)},e.prototype.argMin=function(e,t){this.assertNotComplex(e,"argMin");var r=[t];assertAxesAreInnerMostDims("argMin",r,e.rank);for(var n=computeOutAndReduceShapes(e.shape,r),a=n[0],o=n[1],i=zeros(a,"int32"),s=sizeFromShape(o),u=i.dataSync(),l=e.dataSync(),p=0;p<u.length;++p){for(var c=p*s,d=l[c],h=0,f=0;f<s;++f){var m=l[c+f];m<d&&(d=m,h=f)}u[p]=h}return i},e.prototype.argMax=function(e,t){this.assertNotComplex(e,"argMax");var r=[t];assertAxesAreInnerMostDims("argMax",r,e.rank);for(var n=computeOutAndReduceShapes(e.shape,r),a=n[0],o=n[1],i=zeros(a,"int32"),s=sizeFromShape(o),u=i.dataSync(),l=e.dataSync(),p=0;p<u.length;++p){for(var c=p*s,d=l[c],h=0,f=0;f<s;++f){var m=l[c+f];m>d&&(d=m,h=f)}u[p]=h}return i},e.prototype.cumsum=function(e,t,r,n){if(this.assertNotComplex(e,"cumsum"),t!==e.rank-1)throw new Error("backend.cumsum in CPU expects an inner-most axis="+(e.rank-1)+" but got axis="+t);for(var a=upcastType(e.dtype,"int32"),o=zeros(e.shape,a),i=o.dataSync(),s=e.dataSync(),u=e.shape[e.rank-1],l=n?function(e,t){return e+u-t-1}:function(e,t){return e+t},p=0;p<s.length;p+=u)for(var c=0;c<u;c++){var d=l(p,c);if(0===c)i[d]=r?0:s[d];else{var h=l(p,c-1);i[d]=r?s[h]+i[h]:s[d]+i[h]}}return o},e.prototype.equal=function(e,t){return this.assertNotComplex([e,t],"equal"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e===t?1:0})},e.prototype.notEqual=function(e,t){return this.assertNotComplex([e,t],"notEqual"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e!==t?1:0})},e.prototype.less=function(e,t){return this.assertNotComplex([e,t],"less"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e<t?1:0})},e.prototype.lessEqual=function(e,t){return this.assertNotComplex([e,t],"lessEqual"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e<=t?1:0})},e.prototype.greater=function(e,t){return this.assertNotComplex([e,t],"greater"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e>t?1:0})},e.prototype.greaterEqual=function(e,t){return this.assertNotComplex([e,t],"greaterEqual"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e>=t?1:0})},e.prototype.logicalNot=function(e){this.assertNotComplex(e,"logicalNot");for(var t=e.dataSync(),r=new Uint8Array(t.length),n=0;n<t.length;++n)r[n]=t[n]?0:1;return Tensor.make(e.shape,{values:r},"bool")},e.prototype.logicalAnd=function(e,t){return this.assertNotComplex([e,t],"logicalAnd"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e&&t})},e.prototype.logicalOr=function(e,t){return this.assertNotComplex([e,t],"logicalOr"),this.broadcastedBinaryOp(e,t,"bool",function(e,t){return e||t})},e.prototype.select=function(e,t,r){this.assertNotComplex([e,t,r],"select");for(var n=e.dataSync(),a=t.dataSync(),o=r.dataSync(),i=zeros(t.shape,upcastType(t.dtype,r.dtype)),s=i.dataSync(),u=0,l=0===e.rank||e.rank>1||1===t.rank?1:t.shape[1],p=0;p<n.length;p++)for(var c=0;c<l;c++)1===n[p]?s[u++]=a[p]:s[u++]=o[p];return i},e.prototype.where=function(e){this.assertNotComplex([e],"where");var t=e.dataSync();return whereImpl(e.shape,t)},e.prototype.topk=function(e,t,r){return this.assertNotComplex(e,"topk"),topkImpl(e.dataSync(),e.shape,e.dtype,t,r)},e.prototype.min=function(e,t){this.assertNotComplex(e,"min"),assertAxesAreInnerMostDims("min",t,e.rank);for(var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=r[1],o=zeros(n,e.dtype),i=sizeFromShape(a),s=o.dataSync(),u=e.dataSync(),l=0;l<s.length;++l){for(var p=l*i,c=u[p],d=0;d<i;++d){var h=u[p+d];h<c&&(c=h)}s[l]=c}return o},e.prototype.minimum=function(e,t){return this.assertNotComplex([e,t],"minimum"),this.broadcastedBinaryOp(e,t,e.dtype,function(e,t){return Math.min(e,t)})},e.prototype.mod=function(e,t){return this.assertNotComplex([e,t],"mod"),this.broadcastedBinaryOp(e,t,e.dtype,function(e,t){var r=e%t;return e<0&&t<0||e>=0&&t>=0?r:(r+t)%t})},e.prototype.max=function(e,t){this.assertNotComplex(e,"max"),assertAxesAreInnerMostDims("max",t,e.rank);for(var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=r[1],o=zeros(n,e.dtype),i=sizeFromShape(a),s=o.dataSync(),u=e.dataSync(),l=0;l<s.length;++l){for(var p=l*i,c=u[p],d=0;d<i;++d){var h=u[p+d];h>c&&(c=h)}s[l]=c}return o},e.prototype.maximum=function(e,t){return this.assertNotComplex([e,t],"maximum"),this.broadcastedBinaryOp(e,t,e.dtype,function(e,t){return Math.max(e,t)})},e.prototype.all=function(e,t){this.assertNotComplex(e,"all"),assertAxesAreInnerMostDims("all",t,e.rank);for(var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=r[1],o=zeros(n,e.dtype),i=sizeFromShape(a),s=o.dataSync(),u=e.dataSync(),l=0;l<s.length;++l){for(var p=l*i,c=u[p],d=0;d<i;++d){var h=u[p+d];c=c&&h}s[l]=c}return o},e.prototype.any=function(e,t){this.assertNotComplex(e,"any"),assertAxesAreInnerMostDims("any",t,e.rank);for(var r=computeOutAndReduceShapes(e.shape,t),n=r[0],a=r[1],o=zeros(n,e.dtype),i=sizeFromShape(a),s=o.dataSync(),u=e.dataSync(),l=0;l<s.length;++l){for(var p=l*i,c=u[p],d=0;d<i;++d){var h=u[p+d];c=c||h}s[l]=c}return o},e.prototype.squaredDifference=function(e,t){return this.assertNotComplex([e,t],"squaredDifference"),this.broadcastedBinaryOp(e,t,e.dtype,function(e,t){var r=e-t;return r*r})},e.prototype.ceil=function(e){this.assertNotComplex(e,"ceil");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n)r[n]=Math.ceil(t[n]);return Tensor.make(e.shape,{values:r})},e.prototype.floor=function(e){this.assertNotComplex(e,"floor");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n)r[n]=Math.floor(t[n]);return Tensor.make(e.shape,{values:r})},e.prototype.sign=function(e){this.assertNotComplex(e,"x");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n)t[n]<0?r[n]=-1:t[n]>0?r[n]=1:r[n]=0;return Tensor.make(e.shape,{values:r})},e.prototype.round=function(e){this.assertNotComplex(e,"round");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n){var a=Math.floor(t[n]);t[n]-a<.5?r[n]=Math.floor(t[n]):t[n]-a>.5?r[n]=Math.ceil(t[n]):r[n]=a%2==0?a:a+1}return Tensor.make(e.shape,{values:r})},e.prototype.exp=function(e){this.assertNotComplex(e,"exp");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n)r[n]=Math.exp(t[n]);return Tensor.make(e.shape,{values:r})},e.prototype.expm1=function(e){this.assertNotComplex(e,"expm1");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n)r[n]=Math.expm1(t[n]);return Tensor.make(e.shape,{values:r})},e.prototype.log=function(e){this.assertNotComplex(e,"log");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n){var a=t[n];r[n]=Math.log(a)}return Tensor.make(e.shape,{values:r})},e.prototype.log1p=function(e){this.assertNotComplex(e,"log1p");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n){var a=t[n];r[n]=Math.log1p(a)}return Tensor.make(e.shape,{values:r})},e.prototype.sqrt=function(e){this.assertNotComplex(e,"sqrt");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n){var a=t[n];r[n]=Math.sqrt(a)}return Tensor.make(e.shape,{values:r})},e.prototype.rsqrt=function(e){this.assertNotComplex(e,"rsqrt");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n){var a=t[n];r[n]=1/Math.sqrt(a)}return Tensor.make(e.shape,{values:r})},e.prototype.square=function(e){this.assertNotComplex(e,"square");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n){var a=t[n];r[n]=a*a}return Tensor.make(e.shape,{values:r})},e.prototype.reciprocal=function(e){this.assertNotComplex(e,"reciprocal");for(var t=e.dataSync(),r=new Float32Array(t.length),n=0;n<t.length;++n)r[n]=1/t[n];return Tensor.make(e.shape,{values:r})},e.prototype.relu=function(e){this.assertNotComplex(e,"relu");for(var t=zeros(e.shape,e.dtype),r=t.dataSync(),n=e.dataSync(),a=0;a<n.length;++a)r[a]=Math.max(0,n[a]);return t},e.prototype.elu=function(e){this.assertNotComplex(e,"elu");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n){var a=r[n];t[n]=a>=0?a:Math.exp(a)-1}return Tensor.make(e.shape,{values:t})},e.prototype.eluDer=function(e,t){this.assertNotComplex([e,t],"eluDer");for(var r=new Float32Array(t.size),n=t.dataSync(),a=e.dataSync(),o=0;o<n.length;++o){var i=n[o];r[o]=i>=1?a[o]:a[o]*(i+1)}return Tensor.make(t.shape,{values:r})},e.prototype.selu=function(e){this.assertNotComplex(e,"selu");for(var t=SELU_SCALEALPHA,r=SELU_SCALE,n=new Float32Array(e.size),a=e.dataSync(),o=0;o<a.length;++o){var i=a[o];n[o]=i>=0?r*i:t*(Math.exp(i)-1)}return Tensor.make(e.shape,{values:n})},e.prototype.clip=function(e,t,r){this.assertNotComplex(e,"clip");for(var n=new Float32Array(e.size),a=e.dataSync(),o=0;o<a.length;++o){var i=a[o];n[o]=i>r?r:i<t?t:i}return Tensor.make(e.shape,{values:n})},e.prototype.abs=function(e){for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.abs(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.complexAbs=function(e){for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<e.size;++n){var a=r[2*n],o=r[2*n+1];t[n]=Math.hypot(a,o)}return Tensor.make(e.shape,{values:t})},e.prototype.int=function(e){this.assertNotComplex(e,"int");for(var t=new Int32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=r[n];return Tensor.make(e.shape,{values:t},"int32")},e.prototype.sigmoid=function(e){this.assertNotComplex(e,"sigmoid");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=1/(1+Math.exp(-r[n]));return Tensor.make(e.shape,{values:t})},e.prototype.softplus=function(e){this.assertNotComplex(e,"softplus");for(var t=Math.log(1.1920928955078125e-7)+2,r=new Float32Array(e.size),n=e.dataSync(),a=0;a<n.length;++a){var o,i=n[a]>-t,s=n[a]<t,u=Math.exp(n[a]);o=s?u:i?n[a]:Math.log(1+u),r[a]=o}return Tensor.make(e.shape,{values:r})},e.prototype.sin=function(e){this.assertNotComplex(e,"sin");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.sin(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.cos=function(e){this.assertNotComplex(e,"cos");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.cos(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.tan=function(e){this.assertNotComplex(e,"tan");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.tan(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.asin=function(e){this.assertNotComplex(e,"asin");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.asin(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.acos=function(e){this.assertNotComplex(e,"acos");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.acos(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.atan=function(e){this.assertNotComplex(e,"atan");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.atan(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.atan2=function(e,t){return this.assertNotComplex([e,t],"atan2"),this.broadcastedBinaryOp(e,t,e.dtype,function(e,t){return Math.atan2(e,t)})},e.prototype.sinh=function(e){this.assertNotComplex(e,"sinh");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.sinh(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.cosh=function(e){this.assertNotComplex(e,"cosh");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.cosh(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.tanh=function(e){this.assertNotComplex(e,"tanh");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=tanh(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.asinh=function(e){this.assertNotComplex(e,"asinh");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.asinh(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.acosh=function(e){this.assertNotComplex(e,"acosh");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.acosh(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.atanh=function(e){this.assertNotComplex(e,"atanh");for(var t=new Float32Array(e.size),r=e.dataSync(),n=0;n<r.length;++n)t[n]=Math.atanh(r[n]);return Tensor.make(e.shape,{values:t})},e.prototype.erf=function(e){this.assertNotComplex(e,"erf");for(var t=new Float32Array(e.size),r=e.dataSync(),n=ERF_P,a=ERF_A1,o=ERF_A2,i=ERF_A3,s=ERF_A4,u=ERF_A5,l=0;l<r.length;++l){var p=r[l],c=1/(1+n*p);t[l]=1-((((u*c+s)*c+i)*c+o)*c+a)*c*Math.exp(-p*p)}return Tensor.make(e.shape,{values:t})},e.prototype.step=function(e,t){void 0===t&&(t=0),this.assertNotComplex(e,"step");for(var r=new Float32Array(e.size),n=e.dataSync(),a=0;a<n.length;++a){var o=n[a];isNaN(o)?r[a]=NaN:r[a]=o>0?1:t}return Tensor.make(e.shape,{values:r})},e.prototype.conv2d=function(e,t,r){this.assertNotComplex([e,t],"conv2d");for(var n=r.filterHeight,a=r.filterWidth,o=r.dilationHeight,i=r.dilationWidth,s=r.padInfo.left,u=r.padInfo.top,l=buffer(r.outShape,e.dtype),p=e.dataSync(),c=t.dataSync(),d=l.values,h=0;h<r.batchSize;++h)for(var f=h*e.strides[0],m=h*l.strides[0],g=0;g<r.outHeight;++g)for(var y=m+g*l.strides[1],v=g*r.strideHeight-s,x=0;x<n;x++){var b=v+x*o;if(!(b<0||b>=r.inHeight))for(var w=x*t.strides[0],N=f+b*e.strides[1],S=0;S<r.outWidth;++S)for(var T=y+S*r.outChannels,E=S*r.strideWidth-u,I=0;I<a;I++){var _=E+I*i;if(!(_<0||_>=r.inWidth))for(var C=w+I*t.strides[1],A=N+_*r.inChannels,P=C,k=0;k<r.inChannels;++k){for(var D=p[A+k],R=0;R<r.outChannels;++R)d[T+R]+=D*c[P+R];P+=r.outChannels}}}return l.toTensor()},e.prototype.conv3d=function(e,t,r){for(var n=r.filterDepth,a=r.filterHeight,o=r.filterWidth,i=r.dilationDepth,s=r.dilationHeight,u=r.dilationWidth,l=r.padInfo.front,p=r.padInfo.left,c=r.padInfo.top,d=buffer(r.outShape,e.dtype),h=e.dataSync(),f=t.dataSync(),m=d.values,g=0;g<r.batchSize;++g)for(var y=g*e.strides[0],v=g*d.strides[0],x=0;x<r.outDepth;++x)for(var b=v+x*d.strides[1],w=x*r.strideDepth-l,N=0;N<n;N++){var S=w+N*i;if(!(S<0||S>=r.inDepth))for(var T=N*t.strides[0],E=y+S*e.strides[1],I=0;I<r.outHeight;++I)for(var _=b+I*d.strides[2],C=I*r.strideHeight-c,A=0;A<a;A++){var P=C+A*s;if(!(P<0||P>=r.inHeight))for(var k=T+A*t.strides[1],D=E+P*e.strides[2],R=0;R<r.outWidth;++R)for(var O=_+R*r.outChannels,M=R*r.strideWidth-p,z=0;z<o;z++){var L=M+z*u;if(!(L<0||L>=r.inWidth))for(var F=k+z*t.strides[2],V=D+L*r.inChannels,B=F,$=0;$<r.inChannels;++$){for(var U=h[V+$],W=0;W<r.outChannels;++W)m[O+W]+=U*f[B+W];B+=r.outChannels}}}}return d.toTensor()},e.prototype.conv2dDerInput=function(e,t,r){this.assertNotComplex([e,t],"conv2dDerInput");for(var n=buffer(r.inShape,"float32"),a=n.values,o=n.strides,i=o[0],s=o[1],u=o[2],l=e.dataSync(),p=e.strides,c=p[0],d=p[1],h=p[2],f=t.dataSync(),m=t.strides,g=m[0],y=m[1],v=m[2],x=r.batchSize,b=r.filterHeight,w=r.filterWidth,N=r.inChannels,S=r.inHeight,T=r.inWidth,E=r.outChannels,I=r.outHeight,_=r.outWidth,C=r.strideHeight,A=r.strideWidth,P=b-1-r.padInfo.top,k=w-1-r.padInfo.left,D=0;D<x;++D)for(var R=0;R<N;++R)for(var O=0;O<S;++O)for(var M=O-P,z=Math.max(0,Math.ceil(M/C)),L=Math.min(I,(b+M)/C),F=0;F<T;++F){for(var V=F-k,B=Math.max(0,Math.ceil(V/A)),$=Math.min(_,(w+V)/A),U=0,W=z;W<L;++W)for(var q=W*C-M,H=B;H<$;++H)for(var G=c*D+d*W+h*H,j=g*(b-1-q)+y*(w-1-(H*A-V))+v*R,K=0;K<E;++K)U+=l[G+K]*f[j+K];a[i*D+s*O+u*F+R]=U}return n.toTensor()},e.prototype.conv3dDerInput=function(e,t,r){for(var n=buffer(r.inShape,"float32"),a=n.values,o=n.strides,i=o[0],s=o[1],u=o[2],l=o[3],p=e.dataSync(),c=e.strides,d=c[0],h=c[1],f=c[2],m=c[3],g=t.dataSync(),y=t.strides,v=y[0],x=y[1],b=y[2],w=y[3],N=r.batchSize,S=r.filterDepth,T=r.filterHeight,E=r.filterWidth,I=r.inChannels,_=r.inDepth,C=r.inHeight,A=r.inWidth,P=r.outChannels,k=r.outDepth,D=r.outHeight,R=r.outWidth,O=r.strideDepth,M=r.strideHeight,z=r.strideWidth,L=S-1-r.padInfo.front,F=T-1-r.padInfo.top,V=E-1-r.padInfo.left,B=0;B<N;++B)for(var $=0;$<I;++$)for(var U=0;U<_;++U)for(var W=U-L,q=Math.max(0,Math.ceil(W/O)),H=Math.min(k,(S+W)/O),G=0;G<C;++G)for(var j=G-F,K=Math.max(0,Math.ceil(j/M)),X=Math.min(D,(T+j)/M),Y=0;Y<A;++Y){for(var Z=Y-V,J=Math.max(0,Math.ceil(Z/z)),Q=Math.min(R,(E+Z)/z),ee=0,te=q;te<H;++te)for(var re=te*O-W,ne=K;ne<X;++ne)for(var ae=ne*M-j,oe=J;oe<Q;++oe)for(var ie=d*B+h*te+f*ne+m*oe,se=v*(S-1-re)+x*(T-1-ae)+b*(E-1-(oe*z-Z))+w*$,ue=0;ue<P;++ue)ee+=p[ie+ue]*g[se+ue];a[i*B+s*U+u*G+l*Y+$]=ee}return n.toTensor()},e.prototype.conv2dDerFilter=function(e,t,r){this.assertNotComplex([e,t],"conv2dDerFilter");for(var n=r.strideHeight,a=r.strideWidth,o=r.filterHeight,i=r.filterWidth,s=buffer(r.filterShape,"float32"),u=r.padInfo.left,l=r.padInfo.top,p=0;p<o;++p)for(var c=Math.max(0,Math.ceil((l-p)/n)),d=Math.min(r.outHeight,(r.inHeight+l-p)/n),h=0;h<i;++h)for(var f=Math.max(0,Math.ceil((u-h)/a)),m=Math.min(r.outWidth,(r.inWidth+u-h)/a),g=0;g<r.inChannels;++g)for(var y=0;y<r.outChannels;++y){for(var v=0,x=0;x<r.batchSize;++x)for(var b=c;b<d;++b)for(var w=p+b*n-l,N=f;N<m;++N){var S=h+N*a-u;v+=e.get(x,w,S,g)*t.get(x,b,N,y)}s.set(v,p,h,g,y)}return s.toTensor()},e.prototype.conv3dDerFilter=function(e,t,r){for(var n=r.strideDepth,a=r.strideHeight,o=r.strideWidth,i=r.filterDepth,s=r.filterHeight,u=r.filterWidth,l=buffer(r.filterShape,"float32"),p=l.values,c=l.strides,d=c[0],h=c[1],f=c[2],m=c[3],g=t.dataSync(),y=t.strides,v=y[0],x=y[1],b=y[2],w=y[3],N=e.dataSync(),S=e.strides,T=S[0],E=S[1],I=S[2],_=S[3],C=r.padInfo.front,A=r.padInfo.left,P=r.padInfo.top,k=0;k<i;++k)for(var D=Math.max(0,Math.ceil((C-k)/n)),R=Math.min(r.outDepth,(r.inDepth+C-k)/n),O=k*d,M=0;M<s;++M)for(var z=Math.max(0,Math.ceil((P-M)/a)),L=Math.min(r.outHeight,(r.inHeight+P-M)/a),F=M*h+O,V=0;V<u;++V)for(var B=Math.max(0,Math.ceil((A-V)/o)),$=Math.min(r.outWidth,(r.inWidth+A-V)/o),U=V*f+F,W=0;W<r.inChannels;++W)for(var q=W*m+U,H=0;H<r.outChannels;++H){for(var G=0,j=0;j<r.batchSize;++j)for(var K=j*T,X=j*v,Y=D;Y<R;++Y)for(var Z=(k+Y*n-C)*E+K,J=Y*x+X,Q=z;Q<L;++Q)for(var ee=(M+Q*a-P)*I+Z,te=Q*b+J,re=B;re<$;++re){var ne=re*w+te;G+=N[(V+re*o-A)*_+ee+W]*g[ne+H]}p[q+H]=G}return l.toTensor()},e.prototype.depthwiseConv2D=function(e,t,r){this.assertNotComplex([e,t],"depthwiseConv2D");for(var n=r.filterHeight,a=r.filterWidth,o=r.dilationHeight,i=r.dilationWidth,s=r.padInfo.left,u=r.padInfo.top,l=r.outChannels/r.inChannels,p=buffer(r.outShape,e.dtype),c=e.dataSync(),d=t.dataSync(),h=p.values,f=0;f<r.batchSize;++f)for(var m=f*e.strides[0],g=f*p.strides[0],y=0;y<r.outHeight;++y)for(var v=g+y*p.strides[1],x=y*r.strideHeight-s,b=0;b<n;++b){var w=x+b*o;if(!(w<0||w>=r.inHeight))for(var N=b*t.strides[0],S=m+w*e.strides[1],T=0;T<r.outWidth;++T)for(var E=v+T*p.strides[2],I=T*r.strideWidth-u,_=0;_<a;++_){var C=I+_*i;if(!(C<0||C>=r.inWidth))for(var A=N+_*t.strides[1],P=S+C*r.inChannels,k=E,D=A,R=0;R<r.inChannels;++R){for(var O=c[P+R],M=0;M<l;++M)h[k+M]+=O*d[D+M];k+=l,D+=l}}}return p.toTensor()},e.prototype.depthwiseConv2DDerInput=function(e,t,r){this.assertNotComplex([e,t],"depthwiseConv2DDerInput");for(var n=buffer(r.inShape,"float32"),a=n.values,o=n.strides,i=o[0],s=o[1],u=o[2],l=e.dataSync(),p=e.strides,c=p[0],d=p[1],h=p[2],f=t.dataSync(),m=t.strides,g=m[0],y=m[1],v=m[2],x=r.batchSize,b=r.filterHeight,w=r.filterWidth,N=r.inChannels,S=r.inHeight,T=r.inWidth,E=r.outChannels,I=r.outHeight,_=r.outWidth,C=r.strideHeight,A=r.strideWidth,P=b-1-r.padInfo.top,k=w-1-r.padInfo.left,D=E/N,R=0;R<x;++R)for(var O=0;O<N;++O)for(var M=0;M<S;++M)for(var z=M-P,L=Math.max(0,Math.ceil(z/C)),F=Math.min(I,(b+z)/C),V=0;V<T;++V){for(var B=V-k,$=Math.max(0,Math.ceil(B/A)),U=Math.min(_,(w+B)/A),W=0,q=L;q<F;++q)for(var H=q*C-z,G=$;G<U;++G)for(var j=c*R+d*q+h*G,K=g*(b-1-H)+y*(w-1-(G*A-B))+v*O,X=0;X<D;++X)W+=l[j+(O*D+X)]*f[K+X];a[i*R+s*M+u*V+O]=W}return n.toTensor()},e.prototype.depthwiseConv2DDerFilter=function(e,t,r){this.assertNotComplex([e,t],"depthwiseConv2DDerFilter");for(var n=r.strideHeight,a=r.strideWidth,o=r.filterHeight,i=r.filterWidth,s=buffer(r.filterShape,"float32"),u=r.padInfo.left,l=r.padInfo.top,p=r.outChannels/r.inChannels,c=0;c<o;++c)for(var d=Math.max(0,Math.ceil((l-c)/n)),h=Math.min(r.outHeight,(r.inHeight+l-c)/n),f=0;f<i;++f)for(var m=Math.max(0,Math.ceil((u-f)/a)),g=Math.min(r.outWidth,(r.inWidth+u-f)/a),y=0;y<r.outChannels;++y){for(var v=Math.trunc(y/p),x=y%p,b=0,w=0;w<r.batchSize;++w)for(var N=d;N<h;++N)for(var S=c+N*n-l,T=m;T<g;++T){var E=f+T*a-u;b+=e.get(w,S,E,v)*t.get(w,N,T,y)}s.set(b,c,f,v,x)}return s.toTensor()},e.prototype.tile=function(e,t){this.assertNotComplex(e,"tile");for(var r=new Array(e.rank),n=0;n<r.length;n++)r[n]=e.shape[n]*t[n];var a=buffer(r,e.dtype),o=e.buffer();for(n=0;n<a.values.length;++n){for(var i=a.indexToLoc(n),s=new Array(e.rank),u=0;u<s.length;u++)s[u]=i[u]%e.shape[u];var l=o.locToIndex(s);a.values[n]=o.values[l]}return a.toTensor()},e.prototype.pad=function(e,t,r){this.assertNotComplex(e,"pad");var n=t.map(function(t,r){return t[0]+e.shape[r]+t[1]}),a=t.map(function(e){return e[0]}),o=e.buffer(),i=buffer(n,e.dtype);0!==r&&i.values.fill(r);for(var s=0;s<e.size;s++){var u=o.indexToLoc(s),l=u.map(function(e,t){return e+a[t]});i.set.apply(i,[e.get.apply(e,u)].concat(l))}return i.toTensor()},e.prototype.transpose=function(e,t){this.assertNotComplex(e,"transpose");for(var r=new Array(e.rank),n=0;n<r.length;n++)r[n]=e.shape[t[n]];var a=e.dataSync(),o=buffer(r,e.dtype),i=e.buffer();for(n=0;n<e.size;++n){for(var s=i.indexToLoc(n),u=new Array(s.length),l=0;l<u.length;l++)u[l]=s[t[l]];var p=o.locToIndex(u);o.values[p]=a[n]}return o.toTensor()},e.prototype.gather=function(e,t,r){this.assertNotComplex([e,t],"gather");var n=e.shape.slice(),a=t.dataSync();n[r]=a.length;for(var o=buffer(n,e.dtype),i=e.buffer(),s=0;s<o.size;++s){var u=o.indexToLoc(s),l=u.slice();l[r]=a[u[r]];var p=i.locToIndex(l);o.values[s]=i.values[p]}return o.toTensor()},e.prototype.batchToSpaceND=function(e,t,r){this.assertNotComplex([e],"batchToSpaceND");var n=t.reduce(function(e,t){return e*t}),a=getReshaped(e.shape,t,n),o=getPermuted(a.length,t.length),i=getReshapedPermuted(e.shape,t,n),s=getSliceBeginCoords(r,t.length),u=getSliceSize(i,r,t.length);return e.reshape(a).transpose(o).reshape(i).slice(s,u)},e.prototype.spaceToBatchND=function(e,t,r){this.assertNotComplex([e],"spaceToBatchND");var n=t.reduce(function(e,t){return e*t}),a=[[0,0]];a.push.apply(a,r);for(var o=1+t.length;o<e.shape.length;++o)a.push([0,0]);var i=e.pad(a),s=getReshaped(i.shape,t,n,!1),u=getPermuted(s.length,t.length,!1),l=getReshapedPermuted(i.shape,t,n,!1);return i.reshape(s).transpose(u).reshape(l)},e.prototype.pool=function(e,t,r){this.assertNotComplex(e,"pool");for(var n=t.strideHeight,a=t.strideWidth,o=t.dilationHeight,i=t.dilationWidth,s=t.effectiveFilterHeight,u=t.effectiveFilterWidth,l=t.padInfo.top,p=t.padInfo.left,c="max"===r?Number.NEGATIVE_INFINITY:Number.POSITIVE_INFINITY,d=e.dataSync(),h=buffer(t.outShape,e.dtype),f=h.values,m=t.outShape[1]*t.outShape[2]*t.outShape[3],g=t.outShape[2]*t.outShape[3],y=t.outShape[3],v=0;v<t.batchSize;++v)for(var x=v*m,b=v*e.strides[0],w=0;w<t.inChannels;++w)for(var N=0;N<t.outHeight;++N)for(var S=N*n-l,T=Math.max(0,S),E=Math.min(t.inHeight,s+S),I=x+N*g,_=0;_<t.outWidth;++_){for(var C=_*a-p,A=Math.max(0,C),P=Math.min(t.inWidth,u+C),k=c,D=0,R=0,O=T;O<E;O+=o){for(var M=b+O*e.strides[1],z=A;z<P;z+=i){var L=d[M+z*e.strides[2]+w];"max"===r&&L>k?k=L:"avg"===r&&(D+=L,R++)}if(isNaN(k))break}f[I+_*y+w]="avg"===r?D/R:k}return h.toTensor()},e.prototype.maxPool=function(e,t){return this.pool(e,t,"max")},e.prototype.maxPoolPositions=function(e,t){for(var r=buffer(t.outShape,"int32"),n=t.strideHeight,a=t.strideWidth,o=t.dilationHeight,i=t.dilationWidth,s=t.effectiveFilterHeight,u=t.effectiveFilterWidth,l=t.padInfo.top,p=t.padInfo.left,c=0;c<t.batchSize;++c)for(var d=0;d<t.inChannels;++d)for(var h=0;h<t.outHeight;++h){for(var f=h*n-l,m=f;m<0;)m+=o;for(var g=Math.min(t.inHeight,s+f),y=0;y<t.outWidth;++y){for(var v=y*a-p,x=v;x<0;)x+=i;for(var b=Math.min(t.inWidth,u+v),w=Number.NEGATIVE_INFINITY,N=-1,S=m;S<g;S+=o)for(var T=S-f,E=x;E<b;E+=i){var I=E-v,_=e.get(c,S,E,d);_>w&&(w=_,N=T*u+I)}r.set(N,c,h,y,d)}}return r.toTensor()},e.prototype.maxPoolBackprop=function(e,t,r,n){this.assertNotComplex([t,r],"maxPoolBackprop");for(var a=this.maxPoolPositions(t,n),o=n.strideHeight,i=n.strideWidth,s=n.dilationHeight,u=n.dilationWidth,l=n.effectiveFilterHeight,p=n.effectiveFilterWidth,c=p-1-n.padInfo.left,d=l-1-n.padInfo.top,h=buffer(t.shape,"float32"),f=0;f<n.batchSize;++f)for(var m=0;m<n.inChannels;++m)for(var g=0;g<n.inHeight;++g)for(var y=0;y<n.inWidth;++y){for(var v=g-d,x=y-c,b=0,w=0;w<l;w+=s){var N=(v+w)/o;if(!(N<0||N>=n.outHeight||Math.floor(N)!==N))for(var S=0;S<p;S+=u){var T=(x+S)/i;if(!(T<0||T>=n.outWidth||Math.floor(T)!==T)){var E=l*p-1-a.get(f,N,T,m)===w*p+S?1:0;0!==E&&(b+=e.get(f,N,T,m)*E)}}}h.set(b,f,g,y,m)}return h.toTensor()},e.prototype.avgPoolBackprop=function(e,t,r){this.assertNotComplex([e,t],"avgPoolBackprop");for(var n=r.strideHeight,a=r.strideWidth,o=r.filterHeight,i=r.filterWidth,s=r.dilationHeight,u=r.dilationWidth,l=r.effectiveFilterHeight,p=r.effectiveFilterWidth,c=p-1-r.padInfo.left,d=l-1-r.padInfo.top,h=buffer(t.shape,"float32"),f=1/(o*i),m=0;m<r.batchSize;++m)for(var g=0;g<r.inChannels;++g)for(var y=0;y<r.inHeight;++y)for(var v=0;v<r.inWidth;++v){for(var x=y-d,b=v-c,w=0,N=0;N<l;N+=s){var S=(x+N)/n;if(!(S<0||S>=r.outHeight||Math.floor(S)!==S))for(var T=0;T<p;T+=u){var E=(b+T)/a;E<0||E>=r.outWidth||Math.floor(E)!==E||(w+=e.get(m,S,E,g))}}h.set(w*f,m,y,v,g)}return h.toTensor()},e.prototype.cast=function(e,t){return castTensor(e,t,this)},e.prototype.reshape=function(e,t){return reshapeTensor(e,t)},e.prototype.avgPool=function(e,t){return this.assertNotComplex(e,"avgPool"),this.pool(e,t,"avg").toFloat()},e.prototype.resizeBilinear=function(e,t,r,n){this.assertNotComplex(e,"resizeBilinear");for(var a=e.shape,o=a[0],i=a[1],s=a[2],u=a[3],l=e.dataSync(),p=new Float32Array(sizeFromShape([o,t,r,u])),c=[n&&t>1?i-1:i,n&&r>1?s-1:s],d=[n&&t>1?t-1:t,n&&r>1?r-1:r],h=0,f=c[0]/d[0],m=c[1]/d[1],g=0;g<o;g++)for(var y=0;y<t;y++)for(var v=f*y,x=Math.floor(v),b=v-x,w=Math.min(i-1,Math.ceil(v)),N=g*e.strides[0]+x*e.strides[1],S=g*e.strides[0]+w*e.strides[1],T=0;T<r;T++)for(var E=m*T,I=Math.floor(E),_=E-I,C=Math.min(s-1,Math.ceil(E)),A=N+I*e.strides[2],P=S+I*e.strides[2],k=N+ +C*e.strides[2],D=S+C*e.strides[2],R=0;R<u;R++){var O=l[A+R],M=l[P+R],z=O+(l[k+R]-O)*_,L=z+(M+(l[D+R]-M)*_-z)*b;p[h++]=L}return tensor(p,[o,t,r,u])},e.prototype.resizeBilinearBackprop=function(e,t,r){this.assertNotComplex([e,t],"resizeBilinearBackprop");for(var n=t.shape,a=n[0],o=n[1],i=n[2],s=n[3],u=e.shape,l=u[1],p=u[2],c=new Float32Array(a*o*i*s),d=[r&&l>1?o-1:o,r&&p>1?i-1:i],h=[r&&l>1?l-1:l,r&&p>1?p-1:p],f=d[0]/h[0],m=d[1]/h[1],g=e.dataSync(),y=0,v=0;v<a;v++)for(var x=v*t.strides[0],b=0;b<l;b++)for(var w=b*f,N=Math.floor(w),S=Math.min(Math.ceil(w),o-1),T=x+N*t.strides[1],E=x+S*t.strides[1],I=w-N,_=1-I,C=0;C<p;C++)for(var A=C*m,P=Math.floor(A),k=Math.min(Math.ceil(A),i-1),D=A-P,R=1-D,O=T+P*t.strides[2],M=T+k*t.strides[2],z=E+P*t.strides[2],L=E+k*t.strides[2],F=_*R,V=_*D,B=I*R,$=I*D,U=0;U<s;U++){var W=g[y++];c[O+U]+=W*F,c[M+U]+=W*V,c[z+U]+=W*B,c[L+U]+=W*$}return tensor4d(c,[a,i,o,s],t.dtype)},e.prototype.resizeNearestNeighbor=function(e,t,r,n){this.assertNotComplex(e,"resizeNearestNeighbor");for(var a=e.shape,o=a[0],i=a[1],s=a[2],u=a[3],l=e.dataSync(),p=new Float32Array(o*t*r*u),c=[n&&t>1?i-1:i,n&&r>1?s-1:s],d=[n&&t>1?t-1:t,n&&r>1?r-1:r],h=c[0]/d[0],f=c[1]/d[1],m=0,g=0;g<o;g++)for(var y=g*e.strides[0],v=0;v<t;v++)for(var x=h*v,b=y+Math.min(i-1,n?Math.round(x):Math.floor(x))*e.strides[1],w=0;w<r;w++)for(var N=f*w,S=b+Math.min(s-1,n?Math.round(N):Math.floor(N))*e.strides[2],T=0;T<u;T++){var E=l[S+T];p[m++]=E}return tensor(p,[o,t,r,u],e.dtype)},e.prototype.resizeNearestNeighborBackprop=function(e,t,r){this.assertNotComplex([e,t],"resizeNearestNeighborBackprop");for(var n=t.shape,a=n[0],o=n[1],i=n[2],s=n[3],u=e.shape,l=u[1],p=u[2],c=new Float32Array(a*o*i*s),d=e.dataSync(),h=[r&&l>1?o-1:o,r&&p>1?i-1:i],f=[r&&l>1?l-1:l,r&&p>1?p-1:p],m=h[0]/f[0],g=h[1]/f[1],y=1/m,v=1/g,x=2*Math.ceil(y)+2,b=2*Math.ceil(v)+2,w=0;w<a;w++)for(var N=w*t.strides[0],S=0;S<o;S++)for(var T=N+S*t.strides[1],E=Math.floor(S*y),I=Math.floor(E-x/2),_=0;_<i;_++)for(var C=T+_*t.strides[2],A=Math.floor(_*v),P=Math.floor(A-b/2),k=0;k<s;k++){for(var D=0,R=0;R<x;R++){var O=R+I;if(!(O<0||O>=l)){var M=N+O*e.strides[1],z=O*m;if(S===Math.min(o-1,r?Math.round(z):Math.floor(z)))for(var L=0;L<b;L++){var F=L+P;if(!(F<0||F>=p)){var V=M+F*e.strides[2],B=F*g;_===Math.min(i-1,r?Math.round(B):Math.floor(B))&&(D+=d[V+k])}}}}c[C+k]=D}return tensor4d(c,t.shape,t.dtype)},e.prototype.batchNormalization=function(e,t,r,n,a,o){this.assertNotComplex([e,t,r,a,o],"batchNormalization");for(var i=e.dataSync(),s=t.dataSync(),u=r.dataSync(),l=a?a.dataSync():new Float32Array([1]),p=o?o.dataSync():new Float32Array([0]),c=new Float32Array(i.length),d=p.length,h=l.length,f=u.length,m=s.length,g=0,y=0,v=0,x=0,b=0;b<i.length;++b)c[b]=p[g++]+(i[b]-s[y++])*l[v++]/Math.sqrt(u[x++]+n),g>=d&&(g=0),y>=m&&(y=0),v>=h&&(v=0),x>=f&&(x=0);return tensor4d(c,e.shape)},e.prototype.localResponseNormalization4D=function(e,t,r,n,a){this.assertNotComplex(e,"localResponseNormalization4D");var o=e.shape[3],i=o-1,s=e.dataSync(),u=sizeFromShape(e.shape),l=new Float32Array(u);function p(e){for(var r=e%o,n=e-r+Math.max(0,r-t),a=e-r+Math.min(r+t,i),u=0;n<=a;n++){var l=s[n];u+=l*l}return u}for(var c=0;c<u;c++){var d=p(c),h=s[c]*Math.pow(r+n*d,-a);l[c]=h}return tensor4d(l,e.shape)},e.prototype.LRNGrad=function(e,t,r,n,a,o,i){this.assertNotComplex(e,"LRNGrad");for(var s=e.shape[3],u=e.dataSync(),l=t.dataSync(),p=r.dataSync(),c=new Float32Array(sizeFromShape(e.shape)),d=sizeFromShape(e.shape),h=0;h<d;h++){for(var f=h%s,m=h-f+Math.max(0,f-n),g=h-f+Math.min(s,f+n+1),y=0,v=m;v<g;v++)y+=Math.pow(l[v],2);for(y=o*y+a,v=m;v<g;v++){var x=-2*o*i*l[v]*p[h]/y;h===v&&(x+=Math.pow(y,-i)),x*=u[h],c[v]+=x}}return tensor4d(c,e.shape)},e.prototype.multinomial=function(e,t,r,n){this.assertNotComplex(e,"multinomial");for(var a=t?e:softmax(e),o=a.shape[0],i=a.shape[1],s=zeros([o,r],"int32"),u=s.dataSync(),l=a.dataSync(),p=0;p<o;++p){var c=p*i,d=new Float32Array(i-1);d[0]=l[c];for(var h=1;h<d.length;++h)d[h]=d[h-1]+l[c+h];for(var f=seedrandom_1(n.toString()),m=p*r,g=0;g<r;++g){var y=f();u[m+g]=d.length;for(var v=0;v<d.length;v++)if(y<d[v]){u[m+g]=v;break}}}return s},e.prototype.oneHot=function(e,t,r,n){this.assertNotComplex(e,"oneHot");var a=new Float32Array(e.size*t);a.fill(n);for(var o=0;o<e.size;++o)e.get(o)>=0&&e.get(o)<t&&(a[o*t+e.get(o)]=r);return tensor2d(a,[e.size,t],"int32")},e.prototype.nonMaxSuppression=function(e,t,r,n,a){return this.assertNotComplex(e,"nonMaxSuppression"),nonMaxSuppressionImpl(e.dataSync(),t.dataSync(),r,n,a)},e.prototype.fft=function(e){return this.fftBatch(e,!1)},e.prototype.ifft=function(e){return this.fftBatch(e,!0)},e.prototype.fftBatch=function(e,t){for(var r=e.shape[0],n=e.shape[1],a=buffer(e.shape,"float32"),o=buffer(e.shape,"float32"),i=real(e).as2D(r,n),s=imag(e).as2D(r,n),u=0;u<r;u++)for(var l=i.slice([u,0],[1,n]),p=s.slice([u,0],[1,n]),c=complex(l,p),d=this.fftImpl(c,t).dataSync(),h=0;h<n;h++){var f=getComplexWithIndex(d,h);a.values[u*n+h]=f.real,o.values[u*n+h]=f.imag}return complex(a.toTensor(),o.toTensor()).as2D(r,n)},e.prototype.fftImpl=function(e,t){var r=e.as1D(),n=r.size;if(this.isExponentOf2(n)){var a=this.fftRadix2(r,n,t).as2D(e.shape[0],e.shape[1]);return t&&(a=complex(real(a).div(scalar(n)),imag(a).div(scalar(n)))),a}var o=e.dataSync(),i=splitRealAndImagArrays(this.fourierTransformByMatmul(o,n,t));return complex(i.real,i.imag).as2D(e.shape[0],e.shape[1])},e.prototype.isExponentOf2=function(e){return 0==(e&e-1)},e.prototype.fftRadix2=function(e,t,r){if(1===t)return e;var n=e.dataSync(),a=t/2,o=complexWithEvenIndex(n),i=complex(o.real,o.imag).as1D(),s=complexWithOddIndex(n),u=complex(s.real,s.imag).as1D();i=this.fftRadix2(i,a,r),u=this.fftRadix2(u,a,r);var l=exponents(t,r),p=complex(l.real,l.imag).mul(u),c=i.add(p),d=i.sub(p),h=real(c).concat(real(d)),f=imag(c).concat(imag(d));return complex(h,f).as1D()},e.prototype.fourierTransformByMatmul=function(e,t,r){for(var n=new Float32Array(2*t),a=0;a<t;a++){for(var o=0,i=0,s=0;s<t;s++){var u=exponent(a*s,t,r),l=getComplexWithIndex(e,s);o+=l.real*u.real-l.imag*u.imag,i+=l.real*u.imag+l.imag*u.real}r&&(o/=t,i/=t),assignToTypedArray(n,o,i,a)}return n},e.prototype.depthToSpace=function(e,t,r){assert("NHWC"===r,"Only NHWC dataFormat supported on CPU for depthToSpace. Got "+r),assert(t>1,"blockSize should be > 1 for depthToSpace, but was: "+t);for(var n=e.shape[0],a=e.shape[1],o=e.shape[2],i=e.shape[3],s=a*t,u=o*t,l=i/(t*t),p=e.dataSync(),c=new Float32Array(n*s*u*l),d=0,h=0;h<n;++h)for(var f=0;f<s;++f)for(var m=Math.floor(f/t),g=f%t,y=0;y<u;++y)for(var v=Math.floor(y/t),x=(g*t+y%t)*l,b=0;b<l;++b){var w=b+x+i*(v+o*(m+a*h));c[d++]=p[w]}return tensor4d(c,[n,s,u,l])},e.prototype.broadcastedBinaryOp=function(e,t,r,n){var a=assertAndGetBroadcastShape(e.shape,t.shape),o=buffer(a,r),i=e.dataSync(),s=t.dataSync(),u=getBroadcastDims(e.shape,a),l=getBroadcastDims(t.shape,a),p=o.values;if(u.length+l.length===0)for(var c=0;c<p.length;++c)p[c]=n(i[c%i.length],s[c%s.length]);else{var d=e.buffer(),h=t.buffer(),f=function(r){var a=o.indexToLoc(r),c=a.slice(-e.rank);u.forEach(function(e){return c[e]=0});var f=d.locToIndex(c),m=a.slice(-t.rank);l.forEach(function(e){return m[e]=0});var g=h.locToIndex(m);p[r]=n(i[f],s[g])};for(c=0;c<p.length;++c)f(c)}return o.toTensor()},e.prototype.broadcastedBinaryComplexOp=function(e,t,r){var n=assertAndGetBroadcastShape(e.shape,t.shape),a=buffer(n,"float32"),o=buffer(n,"float32"),i=e.dataSync(),s=t.dataSync(),u=getBroadcastDims(e.shape,n),l=getBroadcastDims(t.shape,n),p=a.values,c=o.values;if(u.length+l.length===0)for(var d=0;d<p.length;d++){var h=d%i.length,f=d%s.length,m=r(i[2*h],i[2*h+1],s[2*f],s[2*f+1]);p[d]=m.real,c[d]=m.imag}else{var g=this.data.get(e.dataId).complexTensors.real.buffer(),y=this.data.get(t.dataId).complexTensors.real.buffer(),v=function(n){var o=a.indexToLoc(n),d=o.slice(-e.rank);u.forEach(function(e){return d[e]=0});var h=g.locToIndex(d),f=o.slice(-t.rank);l.forEach(function(e){return f[e]=0});var m=y.locToIndex(f),v=r(i[2*h],i[2*h+1],s[2*m],s[2*m+1]);p[n]=v.real,c[n]=v.imag};for(d=0;d<p.length;d++)v(d)}return this.complex(a.toTensor(),o.toTensor())},e.prototype.split=function(e,t,r){return split(e,t,r)},e.prototype.dispose=function(){},e.prototype.floatPrecision=function(){return 32},e.prototype.cropAndResize=function(e,t,r,n,a,o){for(var i=e.shape,s=i[0],u=i[1],l=i[2],p=i[3],c=t.shape[0],d=n[0],h=n[1],f=buffer([c,d,h,p],e.dtype),m=t.dataSync(),g=r.dataSync(),y=e.dataSync(),v=e.strides,x=f.strides,b=0;b<c;b++){var w=4*b,N=m[w],S=m[w+1],T=m[w+2],E=m[w+3],I=g[b];if(!(I>=s))for(var _=d>1?(T-N)*(u-1)/(d-1):0,C=h>1?(E-S)*(l-1)/(h-1):0,A=0;A<d;A++){var P=d>1?N*(u-1)+A*_:.5*(N+T)*(u-1);if(P<0||P>u-1)for(var k=0;k<h;k++)for(var D=0;D<p;D++){var R=D+k*x[2]+A*x[1]+b*x[0];f.values[R]=o}else if("bilinear"===a){var O=Math.floor(P),M=Math.ceil(P),z=P-O;for(k=0;k<h;k++)if((H=h>1?S*(l-1)+k*C:.5*(S+E)*(l-1))<0||H>l-1)for(D=0;D<p;D++)R=D+k*x[2]+A*x[1]+b*x[0],f.values[R]=o;else{var L=Math.floor(H),F=Math.ceil(H),V=H-L;for(D=0;D<p;D++){var B=y[R=D+L*v[2]+O*v[1]+I*v[0]],$=y[R=D+F*v[2]+O*v[1]+I*v[0]],U=y[R=D+L*v[2]+M*v[1]+I*v[0]],W=B+($-B)*V,q=U+(y[R=D+F*v[2]+M*v[1]+I*v[0]]-U)*V;R=D+k*x[2]+A*x[1]+b*x[0],f.values[R]=W+(q-W)*z}}}else for(k=0;k<h;++k){var H;if((H=h>1?S*(l-1)+k*C:.5*(S+E)*(l-1))<0||H>l-1)for(D=0;D<p;D++)R=D+k*x[2]+A*x[1]+b*x[0],f.values[R]=o;else{var G=Math.round(H),j=Math.round(P);for(D=0;D<p;D++){var K=D+G*v[2]+j*v[1]+I*v[0],X=D+k*x[2]+A*x[1]+b*x[0];f.values[X]=y[K]}}}}}return f.toTensor()},e.prototype.sparseToDense=function(e,t,r,n){var a=calculateShapes(t,e,r),o=a.sliceRank,i=a.numUpdates,s=a.sliceSize,u=a.strides,l=a.outputSize;return this.scatter(e,t,r,l,s,i,o,u,n,!1)},e.prototype.gatherND=function(e,t){var r=t.shape,n=r[r.length-1],a=prepareAndValidate(e,t),o=a[0],i=a[1],s=a[2],u=a[3];if(0===i)return tensor([],o,e.dtype);for(var l=new TensorBuffer([i,s],e.dtype),p=t.dataSync(),c=e.dataSync(),d=0;d<i;d++){for(var h=[],f=0,m=0;m<n;m++){var g=p[d*n+m];f+=g*u[m],h.push(g)}if(f<0||f>=e.size/s)throw new Error("Invalid indices: "+h+" does not index into "+e.shape);for(var y=0;y<s;y++)l.values[d*s+y]=c[f*s+y]}return l.toTensor().reshape(o)},e.prototype.scatterND=function(e,t,r){var n=calculateShapes(t,e,r),a=n.sliceRank,o=n.numUpdates,i=n.sliceSize,s=n.strides,u=n.outputSize,l=scalar(0);return this.scatter(e,t,r,u,i,o,a,s,l,!0)},e.prototype.scatter=function(e,t,r,n,a,o,i,s,u,l){var p=[n/a,a],c=e.dataSync(),d=t.dataSync();if(0===n)return tensor([],r,t.dtype);var h=new TensorBuffer(p,t.dtype);h.values.fill(u.dataSync()[0]);for(var f=0;f<o;f++){for(var m=[],g=0,y=0;y<i;y++){var v=c[f*i+y];m.push(v),g+=v*s[y]}if(g<0||g>=n/a)throw new Error("Invalid indices: "+m+" does not index into "+r);for(var x=0;x<a;x++)l?h.values[g*a+x]+=d[f*a+x]:h.values[g*a+x]=0===t.rank?d[0]:d[f*a+x]}return h.toTensor().reshape(r)},e}();ENV.registerBackend("cpu",function(){return new MathBackendCPU},1,setTensorTracker);var delayCallback="undefined"!=typeof requestAnimationFrame?requestAnimationFrame:setImmediate;function nextFrame(){return new Promise(function(e){return delayCallback(function(){return e()})})}var DTYPE_VALUE_SIZE_MAP={float32:4,int32:4,uint16:2,uint8:1,bool:1};function encodeWeights(e){return __awaiter(this,void 0,void 0,function(){var t,r,n,a;return __generator(this,function(o){switch(o.label){case 0:for(n in t=[],r=[],e){if("float32"!==(a=e[n]).dtype&&"int32"!==a.dtype&&"bool"!==a.dtype)throw new Error("Unsupported dtype in weight '"+n+"': "+a.dtype);t.push({name:n,shape:a.shape,dtype:a.dtype}),r.push(a.data())}return[4,Promise.all(r)];case 1:return[2,{data:concatenateTypedArrays(o.sent()),specs:t}]}})})}function decodeWeights(e,t){for(var r={},n=0,a=function(t){var a=t.name,o=t.dtype,i=t.shape,s=sizeFromShape(i),u=void 0;if("quantization"in t){var l=t.quantization;if("uint8"!==l.dtype&&"uint16"!==l.dtype)throw new Error("Weight "+t.name+" has unknown quantization dtype "+l.dtype+". Supported quantization dtypes are: 'uint8' and 'uint16'.");var p=DTYPE_VALUE_SIZE_MAP[l.dtype],c=e.slice(n,n+s*p),d="uint8"===l.dtype?new Uint8Array(c):new Uint16Array(c);if("float32"===o)u=Float32Array.from(d,function(e){return e*l.scale+l.min});else{if("int32"!==o)throw new Error("Unsupported dtype in weight '"+a+"': "+o);u=Int32Array.from(d,function(e){return Math.round(e*l.scale+l.min)})}n+=s*p}else{var h=DTYPE_VALUE_SIZE_MAP[o];if(c=e.slice(n,n+s*h),"float32"===o)u=new Float32Array(c);else if("int32"===o)u=new Int32Array(c);else{if("bool"!==o)throw new Error("Unsupported dtype in weight '"+a+"': "+o);u=new Uint8Array(c)}n+=s*h}var f=void 0;if("float32"===o)f=tensor(u,i,"float32");else if("int32"===o)f=tensor(u,i,"int32");else{if("bool"!==o)throw new Error("Unsupported dtype in weight '"+a+"': "+o);f=tensor(u,i,"bool")}r[a]=f},o=0,i=t;o<i.length;o++)a(i[o]);return r}function concatenateTypedArrays(e){if(null===e)throw new Error("Invalid input value: "+JSON.stringify(e));var t=0,r=[];e.forEach(function(e){if(t+=e.byteLength,r.push(e.byteLength===e.buffer.byteLength?e:new e.constructor(e)),!(e instanceof Float32Array||e instanceof Int32Array||e instanceof Uint8Array))throw new Error("Unsupported TypedArray subtype: "+e.constructor.name)});var n=new Uint8Array(t),a=0;return r.forEach(function(e){n.set(new Uint8Array(e.buffer),a),a+=e.byteLength}),n.buffer}var useNodeBuffer="undefined"!=typeof Buffer&&("undefined"==typeof Blob||"undefined"==typeof atob||"undefined"==typeof btoa);function stringByteLength(e){return useNodeBuffer?Buffer.byteLength(e):new Blob([e]).size}function arrayBufferToBase64String(e){return useNodeBuffer?Buffer.from(e).toString("base64"):btoa(String.fromCharCode.apply(null,new Uint8Array(e)))}function base64StringToArrayBuffer(e){if(useNodeBuffer){var t=Buffer.from(e,"base64");return t.buffer.slice(t.byteOffset,t.byteOffset+t.byteLength)}for(var r=atob(e),n=new Uint8Array(r.length),a=0;a<r.length;++a)n.set([r.charCodeAt(a)],a);return n.buffer}function concatenateArrayBuffers(e){var t=0;e.forEach(function(e){t+=e.byteLength});var r=new Uint8Array(t),n=0;return e.forEach(function(e){r.set(new Uint8Array(e),n),n+=e.byteLength}),r.buffer}function basename(e){for(e=e.trim();e.endsWith("/");)e=e.slice(0,e.length-1);var t=e.split("/");return t[t.length-1]}function getModelArtifactsInfoForJSON(e){if(e.modelTopology instanceof ArrayBuffer)throw new Error("Expected JSON model topology, received ArrayBuffer.");return{dateSaved:new Date,modelTopologyType:"JSON",modelTopologyBytes:null==e.modelTopology?0:stringByteLength(JSON.stringify(e.modelTopology)),weightSpecsBytes:null==e.weightSpecs?0:stringByteLength(JSON.stringify(e.weightSpecs)),weightDataBytes:null==e.weightData?0:e.weightData.byteLength}}var IORouterRegistry=function(){function e(){this.saveRouters=[],this.loadRouters=[]}return e.getInstance=function(){return null==e.instance&&(e.instance=new e),e.instance},e.registerSaveRouter=function(t){e.getInstance().saveRouters.push(t)},e.registerLoadRouter=function(t){e.getInstance().loadRouters.push(t)},e.getSaveHandlers=function(t){return e.getHandlers(t,"save")},e.getLoadHandlers=function(t){return e.getHandlers(t,"load")},e.getHandlers=function(e,t){var r=[];return("load"===t?this.getInstance().loadRouters:this.getInstance().saveRouters).forEach(function(t){var n=t(e);null!==n&&r.push(n)}),r},e}(),URL_SCHEME_SUFFIX="://",ModelStoreManagerRegistry=function(){function e(){this.managers={}}return e.getInstance=function(){return null==e.instance&&(e.instance=new e),e.instance},e.registerManager=function(t,r){assert(null!=t,"scheme must not be undefined or null."),t.endsWith(URL_SCHEME_SUFFIX)&&(t=t.slice(0,t.indexOf(URL_SCHEME_SUFFIX))),assert(t.length>0,"scheme must not be an empty string.");var n=e.getInstance();assert(null==n.managers[t],"A model store manager is already registered for scheme '"+t+"'."),n.managers[t]=r},e.getManager=function(e){var t=this.getInstance().managers[e];if(null==t)throw new Error("Cannot find model manager for scheme '"+e+"'");return t},e.getSchemes=function(){return Object.keys(this.getInstance().managers)},e}();function parseURL(e){if(-1===e.indexOf(URL_SCHEME_SUFFIX))throw new Error("The url string provided does not contain a scheme. Supported schemes are: "+ModelStoreManagerRegistry.getSchemes().join(","));return{scheme:e.split(URL_SCHEME_SUFFIX)[0],path:e.split(URL_SCHEME_SUFFIX)[1]}}function cloneModelInternal(e,t,r){return void 0===r&&(r=!1),__awaiter(this,void 0,void 0,function(){var n,a,o,i,s,u,l,p,c;return __generator(this,function(d){switch(d.label){case 0:return assert(e!==t,"Old path and new path are the same: '"+e+"'"),assert((n=IORouterRegistry.getLoadHandlers(e)).length>0,"Copying failed because no load handler is found for source URL "+e+"."),assert(n.length<2,"Copying failed because more than one ("+n.length+") load handlers for source URL "+e+"."),a=n[0],assert((o=IORouterRegistry.getSaveHandlers(t)).length>0,"Copying failed because no save handler is found for destination URL "+t+"."),assert(o.length<2,"Copying failed because more than one ("+n.length+") save handlers for destination URL "+t+"."),i=o[0],s=parseURL(e).scheme,u=parseURL(e).path,l=s===parseURL(e).scheme,[4,a.load()];case 1:return p=d.sent(),r&&l?[4,ModelStoreManagerRegistry.getManager(s).removeModel(u)]:[3,3];case 2:d.sent(),d.label=3;case 3:return[4,i.save(p)];case 4:return c=d.sent(),!r||l?[3,6]:[4,ModelStoreManagerRegistry.getManager(s).removeModel(u)];case 5:d.sent(),d.label=6;case 6:return[2,c.modelArtifactsInfo]}})})}function listModels(){return __awaiter(this,void 0,void 0,function(){var e,t,r,n,a,o,i;return __generator(this,function(s){switch(s.label){case 0:e=ModelStoreManagerRegistry.getSchemes(),t={},r=0,n=e,s.label=1;case 1:return r<n.length?(a=n[r],[4,ModelStoreManagerRegistry.getManager(a).listModels()]):[3,4];case 2:for(i in o=s.sent())t[a+URL_SCHEME_SUFFIX+i]=o[i];s.label=3;case 3:return r++,[3,1];case 4:return[2,t]}})})}function removeModel(e){return __awaiter(this,void 0,void 0,function(){var t;return __generator(this,function(r){switch(r.label){case 0:return t=parseURL(e),[4,ModelStoreManagerRegistry.getManager(t.scheme).removeModel(t.path)];case 1:return[2,r.sent()]}})})}function copyModel(e,t){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(r){switch(r.label){case 0:return[4,cloneModelInternal(e,t,!1)];case 1:return[2,r.sent()]}})})}function moveModel(e,t){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(r){switch(r.label){case 0:return[4,cloneModelInternal(e,t,!0)];case 1:return[2,r.sent()]}})})}var DATABASE_NAME="tensorflowjs",DATABASE_VERSION=1,MODEL_STORE_NAME="models_store",INFO_STORE_NAME="model_info_store";function getIndexedDBFactory(){if(!ENV.get("IS_BROWSER"))throw new Error("Failed to obtain IndexedDB factory because the current environmentis not a web browser.");var e=window,t=e.indexedDB||e.mozIndexedDB||e.webkitIndexedDB||e.msIndexedDB||e.shimIndexedDB;if(null==t)throw new Error("The current browser does not appear to support IndexedDB.");return t}function setUpDatabase(e){var t=e.result;t.createObjectStore(MODEL_STORE_NAME,{keyPath:"modelPath"}),t.createObjectStore(INFO_STORE_NAME,{keyPath:"modelPath"})}var BrowserIndexedDB=function(){function e(e){if(this.indexedDB=getIndexedDBFactory(),null==e||!e)throw new Error("For IndexedDB, modelPath must not be null, undefined or empty.");this.modelPath=e}return e.prototype.save=function(e){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(t){if(e.modelTopology instanceof ArrayBuffer)throw new Error("BrowserLocalStorage.save() does not support saving model topology in binary formats yet.");return[2,this.databaseAction(this.modelPath,e)]})})},e.prototype.load=function(){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(e){return[2,this.databaseAction(this.modelPath)]})})},e.prototype.databaseAction=function(e,t){var r=this;return new Promise(function(e,n){var a=r.indexedDB.open(DATABASE_NAME,DATABASE_VERSION);a.onupgradeneeded=function(){return setUpDatabase(a)},a.onsuccess=function(){var o=a.result;if(null==t){var i=o.transaction(MODEL_STORE_NAME,"readonly"),s=i.objectStore(MODEL_STORE_NAME).get(r.modelPath);s.onsuccess=function(){if(null==s.result)return o.close(),n(new Error("Cannot find model with path '"+r.modelPath+"' in IndexedDB."));e(s.result.modelArtifacts)},s.onerror=function(e){return o.close(),n(s.error)},i.oncomplete=function(){return o.close()}}else{var u,l=getModelArtifactsInfoForJSON(t),p=o.transaction(INFO_STORE_NAME,"readwrite"),c=p.objectStore(INFO_STORE_NAME),d=c.put({modelPath:r.modelPath,modelArtifactsInfo:l});d.onsuccess=function(){var a=(u=o.transaction(MODEL_STORE_NAME,"readwrite")).objectStore(MODEL_STORE_NAME).put({modelPath:r.modelPath,modelArtifacts:t,modelArtifactsInfo:l});a.onsuccess=function(){return e({modelArtifactsInfo:l})},a.onerror=function(e){var t=(c=p.objectStore(INFO_STORE_NAME)).delete(r.modelPath);t.onsuccess=function(){return o.close(),n(a.error)},t.onerror=function(e){return o.close(),n(a.error)}}},d.onerror=function(e){return o.close(),n(d.error)},p.oncomplete=function(){null==u?o.close():u.oncomplete=function(){return o.close()}}}},a.onerror=function(e){return n(a.error)}})},e.URL_SCHEME="indexeddb://",e}(),indexedDBRouter=function(e){return ENV.get("IS_BROWSER")&&!Array.isArray(e)&&e.startsWith(BrowserIndexedDB.URL_SCHEME)?browserIndexedDB(e.slice(BrowserIndexedDB.URL_SCHEME.length)):null};function browserIndexedDB(e){return new BrowserIndexedDB(e)}function maybeStripScheme(e){return e.startsWith(BrowserIndexedDB.URL_SCHEME)?e.slice(BrowserIndexedDB.URL_SCHEME.length):e}IORouterRegistry.registerSaveRouter(indexedDBRouter),IORouterRegistry.registerLoadRouter(indexedDBRouter);var BrowserIndexedDBManager=function(){function e(){this.indexedDB=getIndexedDBFactory()}return e.prototype.listModels=function(){return __awaiter(this,void 0,void 0,function(){var e=this;return __generator(this,function(t){return[2,new Promise(function(t,r){var n=e.indexedDB.open(DATABASE_NAME,DATABASE_VERSION);n.onupgradeneeded=function(){return setUpDatabase(n)},n.onsuccess=function(){var e=n.result,a=e.transaction(INFO_STORE_NAME,"readonly"),o=a.objectStore(INFO_STORE_NAME).getAll();o.onsuccess=function(){for(var e={},r=0,n=o.result;r<n.length;r++){var a=n[r];e[a.modelPath]=a.modelArtifactsInfo}t(e)},o.onerror=function(t){return e.close(),r(o.error)},a.oncomplete=function(){return e.close()}},n.onerror=function(e){return r(n.error)}})]})})},e.prototype.removeModel=function(e){return __awaiter(this,void 0,void 0,function(){var t=this;return __generator(this,function(r){return e=maybeStripScheme(e),[2,new Promise(function(r,n){var a=t.indexedDB.open(DATABASE_NAME,DATABASE_VERSION);a.onupgradeneeded=function(){return setUpDatabase(a)},a.onsuccess=function(){var t,o=a.result,i=o.transaction(INFO_STORE_NAME,"readwrite"),s=i.objectStore(INFO_STORE_NAME),u=s.get(e);u.onsuccess=function(){if(null==u.result)return o.close(),n(new Error("Cannot find model with path '"+e+"' in IndexedDB."));var a=s.delete(e),i=function(){var a=(t=o.transaction(MODEL_STORE_NAME,"readwrite")).objectStore(MODEL_STORE_NAME).delete(e);a.onsuccess=function(){return r(u.result.modelArtifactsInfo)},a.onerror=function(e){return n(u.error)}};a.onsuccess=i,a.onerror=function(e){return i(),o.close(),n(u.error)}},u.onerror=function(e){return o.close(),n(u.error)},i.oncomplete=function(){null==t?o.close():t.oncomplete=function(){return o.close()}}},a.onerror=function(e){return n(a.error)}})]})})},e}();if(ENV.get("IS_BROWSER"))try{ModelStoreManagerRegistry.registerManager(BrowserIndexedDB.URL_SCHEME,new BrowserIndexedDBManager)}catch(e){}var PATH_SEPARATOR="/",PATH_PREFIX="tensorflowjs_models",INFO_SUFFIX="info",MODEL_TOPOLOGY_SUFFIX="model_topology",WEIGHT_SPECS_SUFFIX="weight_specs",WEIGHT_DATA_SUFFIX="weight_data";function getModelKeys(e){return{info:[PATH_PREFIX,e,INFO_SUFFIX].join(PATH_SEPARATOR),topology:[PATH_PREFIX,e,MODEL_TOPOLOGY_SUFFIX].join(PATH_SEPARATOR),weightSpecs:[PATH_PREFIX,e,WEIGHT_SPECS_SUFFIX].join(PATH_SEPARATOR),weightData:[PATH_PREFIX,e,WEIGHT_DATA_SUFFIX].join(PATH_SEPARATOR)}}function getModelPathFromKey(e){var t=e.split(PATH_SEPARATOR);if(t.length<3)throw new Error("Invalid key format: "+e);return t.slice(1,t.length-1).join(PATH_SEPARATOR)}function maybeStripScheme$1(e){return e.startsWith(BrowserLocalStorage.URL_SCHEME)?e.slice(BrowserLocalStorage.URL_SCHEME.length):e}var BrowserLocalStorage=function(){function e(e){if(!ENV.get("IS_BROWSER")||void 0===window.localStorage)throw new Error("The current environment does not support local storage.");if(this.LS=window.localStorage,null==e||!e)throw new Error("For local storage, modelPath must not be null, undefined or empty.");this.modelPath=e,this.keys=getModelKeys(this.modelPath)}return e.prototype.save=function(e){return __awaiter(this,void 0,void 0,function(){var t,r,n,a;return __generator(this,function(o){if(e.modelTopology instanceof ArrayBuffer)throw new Error("BrowserLocalStorage.save() does not support saving model topology in binary formats yet.");t=JSON.stringify(e.modelTopology),r=JSON.stringify(e.weightSpecs),n=getModelArtifactsInfoForJSON(e);try{return this.LS.setItem(this.keys.info,JSON.stringify(n)),this.LS.setItem(this.keys.topology,t),this.LS.setItem(this.keys.weightSpecs,r),this.LS.setItem(this.keys.weightData,arrayBufferToBase64String(e.weightData)),[2,{modelArtifactsInfo:n}]}catch(e){for(a in this.keys)this.LS.removeItem(this.keys[a]);throw new Error("Failed to save model '"+this.modelPath+"' to local storage: size quota being exceeded is a possible cause of this failure: modelTopologyBytes="+n.modelTopologyBytes+", weightSpecsBytes="+n.weightSpecsBytes+", weightDataBytes="+n.weightDataBytes+".")}return[2]})})},e.prototype.load=function(){return __awaiter(this,void 0,void 0,function(){var e,t,r,n,a;return __generator(this,function(o){if(null==(e=JSON.parse(this.LS.getItem(this.keys.info))))throw new Error("In local storage, there is no model with name '"+this.modelPath+"'");if("JSON"!==e.modelTopologyType)throw new Error("BrowserLocalStorage does not support loading non-JSON model topology yet.");if(t={},null==(r=JSON.parse(this.LS.getItem(this.keys.topology))))throw new Error("In local storage, the topology of model '"+this.modelPath+"' is missing.");if(t.modelTopology=r,null==(n=JSON.parse(this.LS.getItem(this.keys.weightSpecs))))throw new Error("In local storage, the weight specs of model '"+this.modelPath+"' are missing.");if(t.weightSpecs=n,null==(a=this.LS.getItem(this.keys.weightData)))throw new Error("In local storage, the binary weight values of model '"+this.modelPath+"' are missing.");return t.weightData=base64StringToArrayBuffer(a),[2,t]})})},e.URL_SCHEME="localstorage://",e}(),localStorageRouter=function(e){return ENV.get("IS_BROWSER")&&!Array.isArray(e)&&e.startsWith(BrowserLocalStorage.URL_SCHEME)?browserLocalStorage(e.slice(BrowserLocalStorage.URL_SCHEME.length)):null};function browserLocalStorage(e){return new BrowserLocalStorage(e)}IORouterRegistry.registerSaveRouter(localStorageRouter),IORouterRegistry.registerLoadRouter(localStorageRouter);var BrowserLocalStorageManager=function(){function e(){assert(ENV.get("IS_BROWSER"),"Current environment is not a web browser"),assert(void 0!==window.localStorage,"Current browser does not appear to support localStorage"),this.LS=window.localStorage}return e.prototype.listModels=function(){return __awaiter(this,void 0,void 0,function(){var e,t,r,n,a,o;return __generator(this,function(i){for(e={},t=PATH_PREFIX+PATH_SEPARATOR,r=PATH_SEPARATOR+INFO_SUFFIX,n=0;n<this.LS.length;++n)(a=this.LS.key(n)).startsWith(t)&&a.endsWith(r)&&(o=getModelPathFromKey(a),e[o]=JSON.parse(this.LS.getItem(a)));return[2,e]})})},e.prototype.removeModel=function(e){return __awaiter(this,void 0,void 0,function(){var t,r;return __generator(this,function(n){if(e=maybeStripScheme$1(e),t=getModelKeys(e),null==this.LS.getItem(t.info))throw new Error("Cannot find model at path '"+e+"'");return r=JSON.parse(this.LS.getItem(t.info)),this.LS.removeItem(t.info),this.LS.removeItem(t.topology),this.LS.removeItem(t.weightSpecs),this.LS.removeItem(t.weightData),[2,r]})})},e}();if(ENV.get("IS_BROWSER"))try{ModelStoreManagerRegistry.registerManager(BrowserLocalStorage.URL_SCHEME,new BrowserLocalStorageManager)}catch(e){}var DEFAULT_FILE_NAME_PREFIX="model",DEFAULT_JSON_EXTENSION_NAME=".json",DEFAULT_WEIGHT_DATA_EXTENSION_NAME=".weights.bin",BrowserDownloads=function(){function e(t){if(!ENV.get("IS_BROWSER"))throw new Error("browserDownloads() cannot proceed because the current environment is not a browser.");t.startsWith(e.URL_SCHEME)&&(t=t.slice(e.URL_SCHEME.length)),null!=t&&0!==t.length||(t=DEFAULT_FILE_NAME_PREFIX),this.modelTopologyFileName=t+DEFAULT_JSON_EXTENSION_NAME,this.weightDataFileName=t+DEFAULT_WEIGHT_DATA_EXTENSION_NAME}return e.prototype.save=function(e){return __awaiter(this,void 0,void 0,function(){var t,r,n,a,o,i;return __generator(this,function(s){if(t=window.URL.createObjectURL(new Blob([e.weightData],{type:"application/octet-stream"})),e.modelTopology instanceof ArrayBuffer)throw new Error("BrowserDownloads.save() does not support saving model topology in binary formats yet.");return r=[{paths:["./"+this.weightDataFileName],weights:e.weightSpecs}],n={modelTopology:e.modelTopology,weightsManifest:r},a=window.URL.createObjectURL(new Blob([JSON.stringify(n)],{type:"application/json"})),(o=null==this.jsonAnchor?document.createElement("a"):this.jsonAnchor).download=this.modelTopologyFileName,o.href=a,o.click(),null!=e.weightData&&((i=null==this.weightDataAnchor?document.createElement("a"):this.weightDataAnchor).download=this.weightDataFileName,i.href=t,i.click()),[2,{modelArtifactsInfo:getModelArtifactsInfoForJSON(e)}]})})},e.URL_SCHEME="downloads://",e}(),BrowserFiles=function(){function e(e){if(null==e||e.length<1)throw new Error("When calling browserFiles, at least 1 file is required, but received "+e);this.files=e}return e.prototype.load=function(){return __awaiter(this,void 0,void 0,function(){var e,t,r=this;return __generator(this,function(n){return e=this.files[0],t=this.files.slice(1),[2,new Promise(function(n,a){var o=new FileReader;o.onload=function(o){var i=JSON.parse(o.target.result),s=i.modelTopology;if(null!=s){0===t.length&&n({modelTopology:s});var u=i.weightsManifest;if(null!=u){var l;try{l=r.checkManifestAndWeightFiles(u,t)}catch(e){return void a(e)}var p=[],c=[],d=[];u.forEach(function(e){e.paths.forEach(function(e){c.push(e),d.push(null)}),p.push.apply(p,e.weights)}),u.forEach(function(e){e.paths.forEach(function(e){var t=new FileReader;t.onload=function(t){var r=t.target.result,a=c.indexOf(e);d[a]=r,-1===d.indexOf(null)&&n({modelTopology:s,weightSpecs:p,weightData:concatenateArrayBuffers(d)})},t.onerror=function(t){return a("Failed to weights data from file of path '"+e+"'.")},t.readAsArrayBuffer(l[e])})})}else a(new Error("weightManifest field is missing from file "+e.name))}else a(new Error("modelTopology field is missing from file "+e.name))},o.onerror=function(t){return a("Failed to read model topology and weights manifest JSON from file '"+e.name+"'. BrowserFiles supports loading Keras-style tf.Model artifacts only.")},o.readAsText(e)})]})})},e.prototype.checkManifestAndWeightFiles=function(e,t){for(var r=[],n=t.map(function(e){return basename(e.name)}),a={},o=0,i=e;o<i.length;o++)i[o].paths.forEach(function(e){var o=basename(e);if(-1!==r.indexOf(o))throw new Error("Duplicate file basename found in weights manifest: '"+o+"'");if(r.push(o),-1===n.indexOf(o))throw new Error("Weight file with basename '"+o+"' is not provided.");a[e]=t[n.indexOf(o)]});if(r.length!==t.length)throw new Error("Mismatch in the number of files in weights manifest ("+r.length+") and the number of weight files provided ("+t.length+").");return a},e}(),browserDownloadsRouter=function(e){return ENV.get("IS_BROWSER")&&!Array.isArray(e)&&e.startsWith(BrowserDownloads.URL_SCHEME)?browserDownloads(e.slice(BrowserDownloads.URL_SCHEME.length)):null};function browserDownloads(e){return void 0===e&&(e="model"),new BrowserDownloads(e)}function browserFiles(e){return new BrowserFiles(e)}function loadWeightsAsArrayBuffer(e,t,r){return __awaiter(this,void 0,void 0,function(){var n,a;return __generator(this,function(o){switch(o.label){case 0:return null==r&&(r=fetch),n=e.map(function(e){return r(e,t)}),[4,Promise.all(n)];case 1:return a=o.sent(),[4,Promise.all(a.map(function(e){return e.arrayBuffer()}))];case 2:return[2,o.sent()]}})})}function loadWeights(e,t,r,n){return void 0===t&&(t=""),__awaiter(this,void 0,void 0,function(){return __generator(this,function(a){return[2,weightsLoaderFactory(function(e){return loadWeightsAsArrayBuffer(e,n)})(e,t,r)]})})}function weightsLoaderFactory(e){var t=this;return function(r,n,a){return void 0===n&&(n=""),__awaiter(t,void 0,void 0,function(){var t,o,i,s,u,l,p,c,d,h;return __generator(this,function(f){switch(f.label){case 0:if(t=r.map(function(){return!1}),o={},i=null!=a?a.map(function(){return!1}):[],s=[],r.forEach(function(e,r){var n=0;e.weights.forEach(function(e){var u="quantization"in e?e.quantization.dtype:e.dtype,l=DTYPE_VALUE_SIZE_MAP[u]*sizeFromShape(e.shape),p=function(){t[r]=!0,null==o[r]&&(o[r]=[]),o[r].push({manifestEntry:e,groupOffset:n,sizeBytes:l})};null!=a?a.forEach(function(t,r){t===e.name&&(p(),i[r]=!0)}):p(),s.push(e.name),n+=l})}),!i.every(function(e){return e}))throw u=a.filter(function(e,t){return!i[t]}),new Error("Could not find weights in manifest with names: "+u.join(", ")+". \nManifest JSON has weights with names: "+s.join(", ")+".");return l=t.reduce(function(e,t,r){return t&&e.push(r),e},[]),p=[],l.forEach(function(e){r[e].paths.forEach(function(e){var t=n+(n.endsWith("/")?"":"/")+e;p.push(t)})}),[4,e(p)];case 1:return c=f.sent(),d={},h=0,l.forEach(function(e){for(var t=r[e].paths.length,n=0,a=0;a<t;a++)n+=c[h+a].byteLength;for(var i=new ArrayBuffer(n),s=new Uint8Array(i),u=0,l=0;l<t;l++){var p=new Uint8Array(c[h+l]);s.set(p,u),u+=p.byteLength}o[e].forEach(function(e){var t=decodeWeights(i.slice(e.groupOffset,e.groupOffset+e.sizeBytes),[e.manifestEntry]);for(var r in t)d[r]=t[r]}),h+=t}),[2,d]}})})}}IORouterRegistry.registerSaveRouter(browserDownloadsRouter);var BrowserHTTPRequest=function(){function e(e,t,r,n){if(this.weightPathPrefix=r,this.DEFAULT_METHOD="POST",null==n){if("undefined"==typeof fetch)throw new Error("browserHTTPRequest is not supported outside the web browser without a fetch polyfill.");this.fetchFunc=fetch.bind("undefined"==typeof window?null:window)}else assert("function"==typeof n,"Must pass a function that matches the signature of `fetch` (see https://developer.mozilla.org/en-US/docs/Web/API/Fetch_API)"),this.fetchFunc=n;if(assert(null!=e&&e.length>0,"URL path for browserHTTPRequest must not be null, undefined or empty."),Array.isArray(e)&&assert(2===e.length,"URL paths for browserHTTPRequest must have a length of 2, (actual length is "+e.length+")."),this.path=e,null!=t&&null!=t.body)throw new Error("requestInit is expected to have no pre-existing body, but has one.");this.requestInit=t||{}}return e.prototype.save=function(e){return __awaiter(this,void 0,void 0,function(){var t,r,n,a;return __generator(this,function(o){switch(o.label){case 0:if(e.modelTopology instanceof ArrayBuffer)throw new Error("BrowserHTTPRequest.save() does not support saving model topology in binary formats yet.");return(t=Object.assign({method:this.DEFAULT_METHOD},this.requestInit)).body=new FormData,r=[{paths:["./model.weights.bin"],weights:e.weightSpecs}],n={modelTopology:e.modelTopology,weightsManifest:r},t.body.append("model.json",new Blob([JSON.stringify(n)],{type:"application/json"}),"model.json"),null!=e.weightData&&t.body.append("model.weights.bin",new Blob([e.weightData],{type:"application/octet-stream"}),"model.weights.bin"),[4,this.getFetchFunc()(this.path,t)];case 1:if((a=o.sent()).ok)return[2,{modelArtifactsInfo:getModelArtifactsInfoForJSON(e),responses:[a]}];throw new Error("BrowserHTTPRequest.save() failed due to HTTP response status "+a.status+".")}})})},e.prototype.load=function(){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(e){return[2,Array.isArray(this.path)?this.loadBinaryModel():this.loadJSONModel()]})})},e.prototype.loadBinaryTopology=function(){return __awaiter(this,void 0,void 0,function(){var e,t;return __generator(this,function(r){switch(r.label){case 0:return r.trys.push([0,3,,4]),[4,this.getFetchFunc()(this.path[0],this.requestInit)];case 1:if(!(e=r.sent()).ok)throw new Error("BrowserHTTPRequest.load() failed due to HTTP response: "+e.statusText);return[4,e.arrayBuffer()];case 2:return[2,r.sent()];case 3:throw t=r.sent(),new Error(this.path[0]+" not found. "+t);case 4:return[2]}})})},e.prototype.loadBinaryModel=function(){return __awaiter(this,void 0,void 0,function(){var e,t,r,n,a,o,i,s;return __generator(this,function(u){switch(u.label){case 0:return e=this.loadBinaryTopology(),[4,this.getFetchFunc()(this.path[1],this.requestInit)];case 1:if(!(t=u.sent()).ok)throw new Error("BrowserHTTPRequest.load() failed due to HTTP response: "+t.statusText);return[4,Promise.all([e,t])];case 2:return r=u.sent(),n=r[0],[4,r[1].json()];case 3:return null==(a=u.sent())?[3,5]:[4,this.loadWeights(a)];case 4:s=u.sent(),o=s[0],i=s[1],u.label=5;case 5:return[2,{modelTopology:n,weightSpecs:o,weightData:i}]}})})},e.prototype.loadJSONModel=function(){return __awaiter(this,void 0,void 0,function(){var e,t,r,n,a,o,i,s;return __generator(this,function(u){switch(u.label){case 0:return[4,this.getFetchFunc()(this.path,this.requestInit)];case 1:if(!(e=u.sent()).ok)throw new Error("BrowserHTTPRequest.load() failed due to HTTP response: "+e.statusText);return[4,e.json()];case 2:if(t=u.sent(),r=t.modelTopology,n=t.weightsManifest,null==r&&null==n)throw new Error("The JSON from HTTP path "+this.path+" contains neither model topology or manifest for weights.");return null==n?[3,4]:(i=t.weightsManifest,[4,this.loadWeights(i)]);case 3:s=u.sent(),a=s[0],o=s[1],u.label=4;case 4:return[2,{modelTopology:r,weightSpecs:a,weightData:o}]}})})},e.prototype.loadWeights=function(e){return __awaiter(this,void 0,void 0,function(){var t,r,n,a,o,i,s,u,l,p,c,d;return __generator(this,function(h){switch(h.label){case 0:for(t=Array.isArray(this.path)?this.path[1]:this.path,r=parseUrl(t),n=r[0],a=r[1],o=this.weightPathPrefix||n,i=[],s=0,u=e;s<u.length;s++)l=u[s],i.push.apply(i,l.weights);return p=[],e.forEach(function(e){e.paths.forEach(function(e){p.push(o+e+a)})}),c=[i],d=concatenateArrayBuffers,[4,loadWeightsAsArrayBuffer(p,this.requestInit,this.getFetchFunc())];case 1:return[2,c.concat([d.apply(void 0,[h.sent()])])]}})})},e.prototype.getFetchFunc=function(){return this.fetchFunc},e.URL_SCHEME_REGEX=/^https?:\/\//,e}();function parseUrl(e){var t=e.lastIndexOf("/"),r=e.lastIndexOf("?");return[e.substring(0,t)+"/",r>t?e.substring(r):""]}function isHTTPScheme(e){return null!=e.match(BrowserHTTPRequest.URL_SCHEME_REGEX)}var httpRequestRouter=function(e){return"undefined"==typeof fetch?null:(Array.isArray(e)?e.every(function(e){return isHTTPScheme(e)}):isHTTPScheme(e))?browserHTTPRequest(e):null};function browserHTTPRequest(e,t,r,n){return new BrowserHTTPRequest(e,t,r,n)}IORouterRegistry.registerSaveRouter(httpRequestRouter),IORouterRegistry.registerLoadRouter(httpRequestRouter);var PassthroughLoader=function(){function e(e,t,r){this.modelTopology=e,this.weightSpecs=t,this.weightData=r}return e.prototype.load=function(){return __awaiter(this,void 0,void 0,function(){var e;return __generator(this,function(t){return e={},null!=this.modelTopology&&(e=__assign({modelTopology:this.modelTopology},e)),null!=this.weightSpecs&&this.weightSpecs.length>0&&(e=__assign({weightSpecs:this.weightSpecs},e)),null!=this.weightData&&this.weightData.byteLength>0&&(e=__assign({weightData:this.weightData},e)),[2,e]})})},e}(),PassthroughSaver=function(){function e(e){this.saveHandler=e}return e.prototype.save=function(e){return __awaiter(this,void 0,void 0,function(){return __generator(this,function(t){return[2,this.saveHandler(e)]})})},e}();function fromMemory(e,t,r){return new PassthroughLoader(e,t,r)}function withSaveHandler(e){return new PassthroughSaver(e)}var registerSaveRouter=IORouterRegistry.registerSaveRouter,registerLoadRouter=IORouterRegistry.registerLoadRouter,getSaveHandlers=IORouterRegistry.getSaveHandlers,getLoadHandlers=IORouterRegistry.getLoadHandlers,io=Object.freeze({browserFiles:browserFiles,browserHTTPRequest:browserHTTPRequest,concatenateArrayBuffers:concatenateArrayBuffers,decodeWeights:decodeWeights,encodeWeights:encodeWeights,fromMemory:fromMemory,getLoadHandlers:getLoadHandlers,getModelArtifactsInfoForJSON:getModelArtifactsInfoForJSON,getSaveHandlers:getSaveHandlers,isHTTPScheme:isHTTPScheme,loadWeights:loadWeights,registerLoadRouter:registerLoadRouter,registerSaveRouter:registerSaveRouter,weightsLoaderFactory:weightsLoaderFactory,withSaveHandler:withSaveHandler,copyModel:copyModel,listModels:listModels,moveModel:moveModel,removeModel:removeModel});function confusionMatrix_(e,t,r){var n=convertToTensor(e,"labels","confusionMatrix"),a=convertToTensor(t,"predictions","confusionMatrix");assert(null==r||r>0&&Number.isInteger(r),"If provided, numClasses must be a positive integer, but got "+r),assert(1===n.rank,"Expected the rank of labels to be 1, but got "+n.rank),assert(1===a.rank,"Expected the rank of predictions to be 1, but got "+a.rank),assert(n.shape[0]===a.shape[0],"Mismatch in the number of examples: "+n.shape[0]+" vs. "+a.shape[0]+". Labels and predictions should have the same number of elements."),assert(r>0&&Number.isInteger(r),"numClasses is required to be a positive integer, but got "+r);var o=oneHot(n.asType("int32"),r),i=oneHot(a.asType("int32"),r);return o.transpose().matMul(i).asType("int32")}var confusionMatrix=op({confusionMatrix_:confusionMatrix_}),math=Object.freeze({confusionMatrix:confusionMatrix}),Serializable=function(){function e(){}return e.prototype.getClassName=function(){return this.constructor.className},e.fromConfig=function(e,t){return new e(t)},e}(),SerializationMap=function(){function e(){this.classNameMap={}}return e.getMap=function(){return null==e.instance&&(e.instance=new e),e.instance},e.register=function(t){e.getMap().classNameMap[t.className]=[t,t.fromConfig]},e}();function registerClass(e){assert(null!=e.className,"Class being registered does not have the static className property defined."),assert("string"==typeof e.className,"className is required to be a string, but got type "+typeof e.className),assert(e.className.length>0,"Class being registered has an empty-string as its className, which is disallowed."),SerializationMap.register(e)}var serialization=Object.freeze({Serializable:Serializable,SerializationMap:SerializationMap,registerClass:registerClass}),WEBGL_ENVS={HAS_WEBGL:!0},NODE_ENVS={IS_NODE:!0},CHROME_ENVS={IS_CHROME:!0},BROWSER_ENVS={IS_BROWSER:!0},CPU_ENVS={HAS_WEBGL:!1},ALL_ENVS={};function expectArraysClose(e,t,r){return null==r&&(r=ENV.get("TEST_EPSILON")),expectArraysPredicate(e,t,function(e,t){return areClose(e,Number(t),r)})}function expectArraysPredicate(e,t,r){if(e instanceof Tensor||t instanceof Tensor){if(e instanceof Tensor&&t instanceof Tensor){if(e.dtype!==t.dtype)throw new Error("Arrays are of different type actual: "+e.dtype+" vs expected: "+t.dtype+".");if(!arraysEqual(e.shape,t.shape))throw new Error("Arrays are of different shape actual: "+e.shape+" vs expected: "+t.shape+".")}}else{var n=e.constructor.name,a=t.constructor.name;if(n!==a)throw new Error("Arrays are of different type actual: "+n+" vs expected: "+a)}var o,i;if(o=e instanceof Tensor?e.dataSync():e,i=t instanceof Tensor?t.dataSync():t,o.length!==i.length)throw new Error("Arrays have different lengths actual: "+o.length+" vs expected: "+i.length+".\nActual:   "+o+".\nExpected: "+i+".");for(var s=0;s<i.length;++s){var u=o[s],l=i[s];if(!r(u,l))throw new Error("Arrays differ: actual["+s+"] = "+u+", expected["+s+"] = "+l+".\nActual:   "+o+".\nExpected: "+i+".")}}function expectPromiseToFail(e,t){e().then(function(){return t.fail()},function(){return t()})}function expectArraysEqual(e,t){return e instanceof Tensor&&"string"===e.dtype||t instanceof Tensor&&"string"===t.dtype||e instanceof Array&&isString(e[0])||t instanceof Array&&isString(t[0])?expectArraysPredicate(e,t,function(e,t){return e==t}):expectArraysClose(e,t,0)}function expectNumbersClose(e,t,r){if(null==r&&(r=ENV.get("TEST_EPSILON")),!areClose(e,t,r))throw new Error("Numbers differ: actual === "+e+", expected === "+t)}function areClose(e,t,r){return!(!isNaN(e)||!isNaN(t))||!(isNaN(e)||isNaN(t)||Math.abs(e-t)>r)}function expectValuesInRange(e,t,r){var n;n=e instanceof Tensor?e.dataSync():e;for(var a=0;a<n.length;a++)if(n[a]<t||n[a]>r)throw new Error("Value out of range:"+n[a]+" low: "+t+", high: "+r)}function expectArrayBuffersEqual(e,t){expect(new Float32Array(e)).toEqual(new Float32Array(t))}var test_util=Object.freeze({WEBGL_ENVS:WEBGL_ENVS,NODE_ENVS:NODE_ENVS,CHROME_ENVS:CHROME_ENVS,BROWSER_ENVS:BROWSER_ENVS,CPU_ENVS:CPU_ENVS,ALL_ENVS:ALL_ENVS,expectArraysClose:expectArraysClose,expectPromiseToFail:expectPromiseToFail,expectArraysEqual:expectArraysEqual,expectNumbersClose:expectNumbersClose,expectValuesInRange:expectValuesInRange,expectArrayBuffersEqual:expectArrayBuffersEqual}),version="0.14.2",webgl=Object.freeze({gpgpu_util:gpgpu_util,webgl_util:webgl_util,MathBackendWebGL:MathBackendWebGL,GPGPUContext:GPGPUContext}),Optimizer=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends(t,e),t.prototype.minimize=function(e,t,r){void 0===t&&(t=!1);var n=this.computeGradients(e,r),a=n.value,o=n.grads;return this.applyGradients(o),Object.keys(o).forEach(function(e){return o[e].dispose()}),t?a:(a.dispose(),null)},t.prototype.computeGradients=function(e,t){return variableGrads(e,t)},t}(Serializable),AdadeltaOptimizer=function(e){function t(t,r,n){void 0===n&&(n=null);var a=e.call(this)||this;return a.learningRate=t,a.rho=r,a.epsilon=n,a.accumulatedGrads={},a.accumulatedUpdates={},a.c=keep(scalar(-t)),a.rhoScalar=keep(scalar(r)),a.oneMinusRho=keep(scalar(1-r)),null===n&&(n=ENV.get("EPSILON")),a.epsilonScalar=keep(scalar(n)),a}return __extends(t,e),t.prototype.applyGradients=function(e){var t=this,r=function(r){var a=ENV.engine.registeredVariables[r];null==n.accumulatedGrads[r]&&tidy(function(){t.accumulatedGrads[r]=zerosLike(a).variable(!1)}),null==n.accumulatedUpdates[r]&&tidy(function(){t.accumulatedUpdates[r]=zerosLike(a).variable(!1)});var o=e[r],i=n.accumulatedGrads[r],s=n.accumulatedUpdates[r];tidy(function(){var e=t.rhoScalar.mul(i).add(t.oneMinusRho.mul(o.square())),n=s.add(t.epsilonScalar).sqrt().div(i.add(t.epsilonScalar).sqrt()).mul(o),u=t.rhoScalar.mul(s).add(t.oneMinusRho.mul(n.square()));t.accumulatedGrads[r].assign(e),t.accumulatedUpdates[r].assign(u);var l=t.c.mul(n).add(a);a.assign(l)})},n=this;for(var a in e)r(a)},t.prototype.dispose=function(){var e=this;this.c.dispose(),this.epsilonScalar.dispose(),this.rhoScalar.dispose(),this.oneMinusRho.dispose(),null!=this.accumulatedUpdates&&(Object.keys(this.accumulatedUpdates).forEach(function(t){return e.accumulatedUpdates[t].dispose()}),Object.keys(this.accumulatedGrads).forEach(function(t){return e.accumulatedGrads[t].dispose()}))},t.prototype.getConfig=function(){return{learningRate:this.learningRate,rho:this.rho,epsilon:this.epsilon}},t.fromConfig=function(e,t){return new e(t.learningRate,t.rho,t.epsilon)},t.className="AdadeltaOptimizer",t}(Optimizer);registerClass(AdadeltaOptimizer);var AdagradOptimizer=function(e){function t(t,r){void 0===r&&(r=.1);var n=e.call(this)||this;return n.learningRate=t,n.initialAccumulatorValue=r,n.accumulatedGrads={},n.c=keep(scalar(-t)),n.epsilon=keep(scalar(ENV.get("EPSILON"))),n}return __extends(t,e),t.prototype.applyGradients=function(e){var t=this,r=function(r){var a=ENV.engine.registeredVariables[r];null==n.accumulatedGrads[r]&&tidy(function(){t.accumulatedGrads[r]=fill(a.shape,t.initialAccumulatorValue).variable(!1)});var o=e[r],i=n.accumulatedGrads[r];tidy(function(){var e=i.add(o.square());t.accumulatedGrads[r].assign(e);var n=t.c.mul(o.div(e.add(t.epsilon).sqrt())).add(a);a.assign(n)})},n=this;for(var a in e)r(a)},t.prototype.dispose=function(){var e=this;this.epsilon.dispose(),this.c.dispose(),null!=this.accumulatedGrads&&Object.keys(this.accumulatedGrads).forEach(function(t){return e.accumulatedGrads[t].dispose()})},t.prototype.getConfig=function(){return{learningRate:this.learningRate,initialAccumulatorValue:this.initialAccumulatorValue}},t.fromConfig=function(e,t){return new e(t.learningRate,t.initialAccumulatorValue)},t.className="AdagradOptimizer",t}(Optimizer);registerClass(AdagradOptimizer);var AdamOptimizer=function(e){function t(t,r,n,a){void 0===a&&(a=null);var o=e.call(this)||this;return o.learningRate=t,o.beta1=r,o.beta2=n,o.epsilon=a,o.accumulatedFirstMoment={},o.accumulatedSecondMoment={},o.c=keep(scalar(-t)),o.beta1Scalar=keep(scalar(r)),o.beta2Scalar=keep(scalar(n)),tidy(function(){o.accBeta1=scalar(r).variable(),o.accBeta2=scalar(n).variable()}),o.oneMinusBeta1=keep(scalar(1-r)),o.oneMinusBeta2=keep(scalar(1-n)),o.one=keep(scalar(1)),null===a&&(a=ENV.get("EPSILON")),o.epsScalar=keep(scalar(a)),o}return __extends(t,e),t.prototype.applyGradients=function(e){var t=this;tidy(function(){var r=t.one.sub(t.accBeta1),n=t.one.sub(t.accBeta2);for(var a in e){var o=ENV.engine.registeredVariables[a];if(null==t.accumulatedFirstMoment[a]){var i=!1;t.accumulatedFirstMoment[a]=zerosLike(o).variable(i)}null==t.accumulatedSecondMoment[a]&&(i=!1,t.accumulatedSecondMoment[a]=zerosLike(o).variable(i));var s=e[a],u=t.accumulatedFirstMoment[a],l=t.accumulatedSecondMoment[a],p=t.beta1Scalar.mul(u).add(t.oneMinusBeta1.mul(s)),c=t.beta2Scalar.mul(l).add(t.oneMinusBeta2.mul(s.square())),d=p.div(r),h=c.div(n);t.accumulatedFirstMoment[a].assign(p),t.accumulatedSecondMoment[a].assign(c);var f=t.c.mul(d.div(t.epsScalar.add(h.sqrt()))).add(o);o.assign(f)}t.accBeta1.assign(t.accBeta1.mul(t.beta1Scalar)),t.accBeta2.assign(t.accBeta2.mul(t.beta2Scalar))})},t.prototype.dispose=function(){var e=this;this.c.dispose(),this.epsScalar.dispose(),this.beta1Scalar.dispose(),this.beta2Scalar.dispose(),this.accBeta1.dispose(),this.accBeta2.dispose(),this.oneMinusBeta1.dispose(),this.oneMinusBeta2.dispose(),this.one.dispose(),null!=this.accumulatedFirstMoment&&Object.keys(this.accumulatedFirstMoment).forEach(function(t){return e.accumulatedFirstMoment[t].dispose()}),null!=this.accumulatedSecondMoment&&Object.keys(this.accumulatedSecondMoment).forEach(function(t){return e.accumulatedSecondMoment[t].dispose()})},t.prototype.getConfig=function(){return{learningRate:this.learningRate,beta1:this.beta1,beta2:this.beta2,epsilon:this.epsilon}},t.fromConfig=function(e,t){return new e(t.learningRate,t.beta1,t.beta2,t.epsilon)},t.className="AdamOptimizer",t}(Optimizer);registerClass(AdamOptimizer);var AdamaxOptimizer=function(e){function t(t,r,n,a,o){void 0===a&&(a=null),void 0===o&&(o=0);var i=e.call(this)||this;return i.learningRate=t,i.beta1=r,i.beta2=n,i.epsilon=a,i.decay=o,i.accumulatedFirstMoment={},i.accumulatedWeightedInfNorm={},i.c=keep(scalar(-t)),i.beta1Scalar=keep(scalar(r)),i.beta2Scalar=keep(scalar(n)),i.decayScalar=keep(scalar(o)),tidy(function(){i.iteration=scalar(0).variable(),i.accBeta1=scalar(r).variable()}),i.oneMinusBeta1=keep(scalar(1-r)),i.one=keep(scalar(1)),null===a&&(a=ENV.get("EPSILON")),i.epsScalar=keep(scalar(a)),i}return __extends(t,e),t.prototype.applyGradients=function(e){var t=this;tidy(function(){var r=t.one.sub(t.accBeta1),n=t.c.div(t.one.add(t.decayScalar.mul(t.iteration)));for(var a in e){var o=ENV.engine.registeredVariables[a];if(null==t.accumulatedFirstMoment[a]){var i=!1;t.accumulatedFirstMoment[a]=zerosLike(o).variable(i)}null==t.accumulatedWeightedInfNorm[a]&&(i=!1,t.accumulatedWeightedInfNorm[a]=zerosLike(o).variable(i));var s=e[a],u=t.accumulatedFirstMoment[a],l=t.accumulatedWeightedInfNorm[a],p=t.beta1Scalar.mul(u).add(t.oneMinusBeta1.mul(s)),c=t.beta2Scalar.mul(l),d=s.abs(),h=c.maximum(d);t.accumulatedFirstMoment[a].assign(p),t.accumulatedWeightedInfNorm[a].assign(h);var f=n.div(r).mul(p.div(t.epsScalar.add(h))).add(o);o.assign(f)}t.iteration.assign(t.iteration.add(t.one)),t.accBeta1.assign(t.accBeta1.mul(t.beta1Scalar))})},t.prototype.dispose=function(){var e=this;this.c.dispose(),this.epsScalar.dispose(),this.accBeta1.dispose(),this.beta1Scalar.dispose(),this.beta2Scalar.dispose(),this.oneMinusBeta1.dispose(),this.decayScalar.dispose(),this.iteration.dispose(),this.one.dispose(),null!=this.accumulatedFirstMoment&&Object.keys(this.accumulatedFirstMoment).forEach(function(t){return e.accumulatedFirstMoment[t].dispose()}),null!=this.accumulatedWeightedInfNorm&&Object.keys(this.accumulatedWeightedInfNorm).forEach(function(t){return e.accumulatedWeightedInfNorm[t].dispose()})},t.prototype.getConfig=function(){return{learningRate:this.learningRate,beta1:this.beta1,beta2:this.beta2,epsilon:this.epsilon,decay:this.decay}},t.fromConfig=function(e,t){return new e(t.learningRate,t.beta1,t.beta2,t.epsilon,t.decay)},t.className="AdamaxOptimizer",t}(Optimizer);registerClass(AdamaxOptimizer);var SGDOptimizer=function(e){function t(t){var r=e.call(this)||this;return r.learningRate=t,r.setLearningRate(t),r}return __extends(t,e),t.prototype.applyGradients=function(e){var t=this;Object.keys(e).forEach(function(r){var n=e[r],a=ENV.engine.registeredVariables[r];tidy(function(){var e=t.c.mul(n).add(a);a.assign(e)})})},t.prototype.setLearningRate=function(e){this.learningRate=e,null!=this.c&&this.c.dispose(),this.c=keep(scalar(-e))},t.prototype.dispose=function(){this.c.dispose()},t.prototype.getConfig=function(){return{learningRate:this.learningRate}},t.fromConfig=function(e,t){return new e(t.learningRate)},t.className="SGDOptimizer",t}(Optimizer);registerClass(SGDOptimizer);var MomentumOptimizer=function(e){function t(t,r,n){void 0===n&&(n=!1);var a=e.call(this,t)||this;return a.learningRate=t,a.momentum=r,a.useNesterov=n,a.m=scalar(a.momentum),a.accumulations={},a}return __extends(t,e),t.prototype.applyGradients=function(e){var t=this,r=function(r){var a=ENV.engine.registeredVariables[r];null==n.accumulations[r]&&tidy(function(){t.accumulations[r]=zerosLike(a).variable(!1)});var o=n.accumulations[r],i=e[r];tidy(function(){var e,n=t.m.mul(o).add(i);e=t.useNesterov?t.c.mul(i.add(n.mul(t.m))).add(a):t.c.mul(n).add(a),t.accumulations[r].assign(n),a.assign(e)})},n=this;for(var a in e)r(a)},t.prototype.dispose=function(){if(e.prototype.dispose.call(this),this.m.dispose(),null!=this.accumulations)for(var t in this.accumulations)this.accumulations[t].dispose()},t.prototype.setMomentum=function(e){this.momentum=e},t.prototype.getConfig=function(){return{learningRate:this.learningRate,momentum:this.momentum,useNesterov:this.useNesterov}},t.fromConfig=function(e,t){return new e(t.learningRate,t.momentum,t.useNesterov)},t.className="MomentumOptimizer",t}(SGDOptimizer);registerClass(MomentumOptimizer);var RMSPropOptimizer=function(e){function t(t,r,n,a,o){void 0===r&&(r=.9),void 0===n&&(n=0),void 0===a&&(a=null),void 0===o&&(o=!1);var i=e.call(this)||this;return i.learningRate=t,i.decay=r,i.momentum=n,i.epsilon=a,i.accumulatedMeanSquares={},i.accumulatedMeanGrads={},i.accumulatedMoments={},i.c=keep(scalar(t)),i.decayScalar=keep(scalar(r)),i.momentumScalar=keep(scalar(n)),i.oneMinusDecay=keep(scalar(1-r)),i.centered=o,null===a&&(a=ENV.get("EPSILON")),i.epsilonScalar=keep(scalar(a)),i}return __extends(t,e),t.prototype.applyGradients=function(e){var t=this,r=function(r){var a=ENV.engine.registeredVariables[r];null==n.accumulatedMeanSquares[r]&&tidy(function(){t.accumulatedMeanSquares[r]=zerosLike(a).variable(!1)}),null==n.accumulatedMeanGrads[r]&&n.centered&&tidy(function(){t.accumulatedMeanGrads[r]=zerosLike(a).variable(!1)}),null==n.accumulatedMoments[r]&&tidy(function(){t.accumulatedMoments[r]=zerosLike(a).variable(!1)});var o=n.accumulatedMeanSquares[r],i=n.accumulatedMeanGrads[r],s=n.accumulatedMoments[r],u=e[r];tidy(function(){var e=t.decayScalar.mul(o).add(t.oneMinusDecay.mul(u.square()));if(t.centered){var n=t.decayScalar.mul(i).add(t.oneMinusDecay.mul(u)),l=t.momentumScalar.mul(s).add(t.c.mul(u).div(e.sub(n.square().add(t.epsilonScalar)).sqrt()));t.accumulatedMeanSquares[r].assign(e),t.accumulatedMeanGrads[r].assign(n),t.accumulatedMoments[r].assign(l);var p=a.sub(l);a.assign(p)}else{var c=t.decayScalar.mul(o).add(t.oneMinusDecay.mul(u.square()));l=t.momentumScalar.mul(s).add(t.c.mul(u).div(c.add(t.epsilonScalar).sqrt())),t.accumulatedMeanSquares[r].assign(c),t.accumulatedMoments[r].assign(l),p=a.sub(l),a.assign(p)}})},n=this;for(var a in e)r(a)},t.prototype.dispose=function(){var e=this;this.c.dispose(),this.epsilonScalar.dispose(),this.decayScalar.dispose(),this.momentumScalar.dispose(),this.oneMinusDecay.dispose(),null!=this.accumulatedMeanSquares&&Object.keys(this.accumulatedMeanSquares).forEach(function(t){return e.accumulatedMeanSquares[t].dispose()}),null!=this.accumulatedMeanGrads&&this.centered&&Object.keys(this.accumulatedMeanGrads).forEach(function(t){return e.accumulatedMeanGrads[t].dispose()}),null!=this.accumulatedMoments&&Object.keys(this.accumulatedMoments).forEach(function(t){return e.accumulatedMoments[t].dispose()})},t.prototype.getConfig=function(){return{learningRate:this.learningRate,decay:this.decay,momentum:this.momentum,epsilon:this.epsilon,centered:this.centered}},t.fromConfig=function(e,t){return new e(t.learningRate,t.decay,t.momentum,t.epsilon,t.centered)},t.className="RMSPropOptimizer",t}(Optimizer);registerClass(RMSPropOptimizer);var OptimizerConstructors=function(){function e(){}return e.sgd=function(e){return new SGDOptimizer(e)},e.momentum=function(e,t,r){return void 0===r&&(r=!1),new MomentumOptimizer(e,t,r)},e.rmsprop=function(e,t,r,n,a){return void 0===t&&(t=.9),void 0===r&&(r=0),void 0===n&&(n=null),void 0===a&&(a=!1),new RMSPropOptimizer(e,t,r,n,a)},e.adam=function(e,t,r,n){return void 0===e&&(e=.001),void 0===t&&(t=.9),void 0===r&&(r=.999),void 0===n&&(n=null),new AdamOptimizer(e,t,r,n)},e.adadelta=function(e,t,r){return void 0===e&&(e=.001),void 0===t&&(t=.95),void 0===r&&(r=null),new AdadeltaOptimizer(e,t,r)},e.adamax=function(e,t,r,n,a){return void 0===e&&(e=.002),void 0===t&&(t=.9),void 0===r&&(r=.999),void 0===n&&(n=null),void 0===a&&(a=0),new AdamaxOptimizer(e,t,r,n,a)},e.adagrad=function(e,t){return void 0===t&&(t=.1),new AdagradOptimizer(e,t)},e}(),train={sgd:OptimizerConstructors.sgd,momentum:OptimizerConstructors.momentum,adadelta:OptimizerConstructors.adadelta,adagrad:OptimizerConstructors.adagrad,rmsprop:OptimizerConstructors.rmsprop,adamax:OptimizerConstructors.adamax,adam:OptimizerConstructors.adam},setBackend=Environment.setBackend,getBackend=Environment.getBackend,disposeVariables=Environment.disposeVariables,memory=Environment.memory;setOpHandler(ops);var extendStatics$1=function(e,t){return(extendStatics$1=Object.setPrototypeOf||{__proto__:[]}instanceof Array&&function(e,t){e.__proto__=t}||function(e,t){for(var r in t)t.hasOwnProperty(r)&&(e[r]=t[r])})(e,t)};function __extends$1(e,t){function r(){this.constructor=e}extendStatics$1(e,t),e.prototype=null===t?Object.create(t):(r.prototype=t.prototype,new r)}var __assign$1=function(){return(__assign$1=Object.assign||function(e){for(var t,r=1,n=arguments.length;r<n;r++)for(var a in t=arguments[r])Object.prototype.hasOwnProperty.call(t,a)&&(e[a]=t[a]);return e}).apply(this,arguments)};function __awaiter$1(e,t,r,n){return new(r||(r=Promise))(function(a,o){function i(e){try{u(n.next(e))}catch(e){o(e)}}function s(e){try{u(n.throw(e))}catch(e){o(e)}}function u(e){e.done?a(e.value):new r(function(t){t(e.value)}).then(i,s)}u((n=n.apply(e,t||[])).next())})}function __generator$1(e,t){var r,n,a,o,i={label:0,sent:function(){if(1&a[0])throw a[1];return a[1]},trys:[],ops:[]};return o={next:s(0),throw:s(1),return:s(2)},"function"==typeof Symbol&&(o[Symbol.iterator]=function(){return this}),o;function s(o){return function(s){return function(o){if(r)throw new 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_uidPrefixes={};function getUid(e){return void 0===e&&(e=""),e in _uidPrefixes||(_uidPrefixes[e]=0),_uidPrefixes[e]+=1,e+_uidPrefixes[e].toString()}var scalarCache={float32:{},int32:{}},DEFAULT_DTYPE="float32";function getScalar(e,t){return void 0===t&&(t=DEFAULT_DTYPE),null==scalarCache[t][e]&&(scalarCache[t][e]=scalar(e,t),keep(scalarCache[t][e])),scalarCache[t][e]}var AttributeError=function(e){function t(r){var n=e.call(this,r)||this;return Object.setPrototypeOf(n,t.prototype),n}return __extends$1(t,e),t}(Error),RuntimeError=function(e){function t(r){var n=e.call(this,r)||this;return Object.setPrototypeOf(n,t.prototype),n}return __extends$1(t,e),t}(Error),ValueError=function(e){function t(r){var n=e.call(this,r)||this;return Object.setPrototypeOf(n,t.prototype),n}return __extends$1(t,e),t}(Error),NotImplementedError=function(e){function t(r){var n=e.call(this,r)||this;return Object.setPrototypeOf(n,t.prototype),n}return __extends$1(t,e),t}(Error),AssertionError=function(e){function t(r){var n=e.call(this,r)||this;return Object.setPrototypeOf(n,t.prototype),n}return __extends$1(t,e),t}(Error),IndexError=function(e){function t(r){var n=e.call(this,r)||this;return Object.setPrototypeOf(n,t.prototype),n}return __extends$1(t,e),t}(Error);function pyListRepeat(e,t){if(Array.isArray(e)){for(var r=[],n=0;n<t;n++)r=r.concat(e);return r}return(r=new Array(t)).fill(e),r}function assert$1(e,t){if(!e)throw new AssertionError(t)}function count(e,t){for(var r=0,n=0,a=e;n<a.length;n++)a[n]===t&&r++;return r}function singletonOrArray(e){return 1===e.length?e[0]:e}function toList(e){return Array.isArray(e)?e:[e]}function toSnakeCase(e){var t=e.replace(/(.)([A-Z][a-z0-9]+)/g,"$1_$2").replace(/([a-z])([A-Z])/g,"$1_$2").toLowerCase();return"_"!==t[0]?t:"private"+t}function toCamelCase(e){return e.length<=1?e:-1===e.indexOf("_")?e:e.replace(/[_]+(\w|$)/g,function(e,t){return t.toUpperCase()})}var _GLOBAL_CUSTOM_OBJECTS={};function serializeKerasObject(e){return null===e||void 0===e?null:{className:e.getClassName(),config:e.getConfig()}}function deserializeKerasObject(e,t,r,n){if(void 0===t&&(t={}),void 0===r&&(r={}),void 0===n&&(n="object"),"string"==typeof e){var a=e,o=void 0;if(a in r)o=r[a];else if(a in _GLOBAL_CUSTOM_OBJECTS)o=_GLOBAL_CUSTOM_OBJECTS[a];else if(null==(o=t[a]))throw new ValueError("Unknown "+n+": "+e+". 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The custom "+n+" is defined in JavaScript, but is not registered properly with tf.serialization.registerClass().");if(null!=d){for(var h={},f=0,m=Object.keys(_GLOBAL_CUSTOM_OBJECTS);f<m.length;f++)h[w=m[f]]=_GLOBAL_CUSTOM_OBJECTS[w];for(var g=0,y=Object.keys(r);g<y.length;g++)h[w=y[g]]=r[w];i.config.customObjects=h;for(var v=__assign$1({},_GLOBAL_CUSTOM_OBJECTS),x=0,b=Object.keys(r);x<b.length;x++){var w=b[x];_GLOBAL_CUSTOM_OBJECTS[w]=r[w]}var N=d(c,i.config);return _GLOBAL_CUSTOM_OBJECTS=__assign$1({},v),N}v=__assign$1({},_GLOBAL_CUSTOM_OBJECTS);for(var S=0,T=Object.keys(r);S<T.length;S++)w=T[S],_GLOBAL_CUSTOM_OBJECTS[w]=r[w];return N=new c(i.config),_GLOBAL_CUSTOM_OBJECTS=__assign$1({},v),N}function numberCompare(e,t){return e<t?-1:e>t?1:0}function reverseNumberCompare(e,t){return-1*numberCompare(e,t)}function stringToDType(e){switch(e){case"float32":return"float32";default:throw new ValueError("Invalid dtype: "+e)}}function unique(e){if(null==e)return e;for(var t=[],r=0,n=e;r<n.length;r++){var a=n[r];-1===t.indexOf(a)&&t.push(a)}return t}function isObjectEmpty(e){if(null==e)throw new ValueError("Invalid value in obj: "+JSON.stringify(e));for(var t in e)if(e.hasOwnProperty(t))return!1;return!0}function checkStringTypeUnionValue(e,t,r){if(null!=r&&e.indexOf(r)<0)throw new ValueError(r+" is not a valid "+t+".  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mul(e,div(n,add(getScalar(epsilon()),r)))})},t.prototype.getConfig=function(){return{maxValue:this.maxValue,axis:this.axis}},t.className="MaxNorm",t}(Constraint);serialization.registerClass(MaxNorm);var UnitNorm=function(e){function t(t){var r=e.call(this)||this;return r.defaultAxis=0,r.axis=null!=t.axis?t.axis:r.defaultAxis,r}return __extends$1(t,e),t.prototype.apply=function(e){var t=this;return tidy(function(){return div(e,add(getScalar(epsilon()),calcL2Norms(e,t.axis)))})},t.prototype.getConfig=function(){return{axis:this.axis}},t.className="UnitNorm",t}(Constraint);serialization.registerClass(UnitNorm);var NonNeg=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return relu(e)},t.className="NonNeg",t}(Constraint);serialization.registerClass(NonNeg);var MinMaxNorm=function(e){function t(t){var r=e.call(this)||this;return r.defaultMinValue=0,r.defaultMaxValue=1,r.defaultRate=1,r.defaultAxis=0,r.minValue=null!=t.minValue?t.minValue:r.defaultMinValue,r.maxValue=null!=t.maxValue?t.maxValue:r.defaultMaxValue,r.rate=null!=t.rate?t.rate:r.defaultRate,r.axis=null!=t.axis?t.axis:r.defaultAxis,r}return __extends$1(t,e),t.prototype.apply=function(e){var t=this;return tidy(function(){var r=calcL2Norms(e,t.axis),n=add(mul(getScalar(t.rate),clipByValue(r,t.minValue,t.maxValue)),mul(getScalar(1-t.rate),r));return mul(e,div(n,add(getScalar(epsilon()),r)))})},t.prototype.getConfig=function(){return{minValue:this.minValue,maxValue:this.maxValue,rate:this.rate,axis:this.axis}},t.className="MinMaxNorm",t}(Constraint);serialization.registerClass(MinMaxNorm);var CONSTRAINT_IDENTIFIER_REGISTRY_SYMBOL_MAP={maxNorm:"MaxNorm",minMaxNorm:"MinMaxNorm",nonNeg:"NonNeg",unitNorm:"UnitNorm"};function serializeConstraint(e){return serializeKerasObject(e)}function deserializeConstraint(e,t){return void 0===t&&(t={}),deserializeKerasObject(e,serialization.SerializationMap.getMap().classNameMap,t,"constraint")}function getConstraint(e){return null==e?null:"string"==typeof e?deserializeConstraint({className:e in CONSTRAINT_IDENTIFIER_REGISTRY_SYMBOL_MAP?CONSTRAINT_IDENTIFIER_REGISTRY_SYMBOL_MAP[e]:e,config:{}}):e instanceof Constraint?e:deserializeConstraint(e)}function maxNorm(e){return new MaxNorm(e)}function unitNorm(e){return new UnitNorm(e)}function nonNeg(){return new NonNeg}function minMaxNorm(e){return new MinMaxNorm(e)}var exports_constraints=Object.freeze({maxNorm:maxNorm,unitNorm:unitNorm,nonNeg:nonNeg,minMaxNorm:minMaxNorm}),nameMap=new Map,VALID_DATA_FORMAT_VALUES=["channelsFirst","channelsLast"];function checkDataFormat(e){checkStringTypeUnionValue(VALID_DATA_FORMAT_VALUES,"DataFormat",e)}var VALID_PADDING_MODE_VALUES=["valid","same","causal"];function checkPaddingMode(e){checkStringTypeUnionValue(VALID_PADDING_MODE_VALUES,"PaddingMode",e)}var VALID_POOL_MODE_VALUES=["max","avg"];function checkPoolMode(e){checkStringTypeUnionValue(VALID_POOL_MODE_VALUES,"PoolMode",e)}var _nameScopeStack=[],_nameScopeDivider="/";function nameScope(e,t){_nameScopeStack.push(e);try{var r=t();return _nameScopeStack.pop(),r}catch(e){throw _nameScopeStack.pop(),e}}function currentNameScopePrefix(){return 0===_nameScopeStack.length?"":_nameScopeStack.join(_nameScopeDivider)+_nameScopeDivider}function getScopedTensorName(e){if(!isValidTensorName(e))throw new Error("Not a valid tensor name: '"+e+"'");return currentNameScopePrefix()+e}function getUniqueTensorName(e){if(!isValidTensorName(e))throw new Error("Not a valid tensor name: '"+e+"'");nameMap.has(e)||nameMap.set(e,0);var t=nameMap.get(e);if(nameMap.set(e,nameMap.get(e)+1),t>0){var r=e+"_"+t;return nameMap.set(r,1),r}return e}var tensorNameRegex=new RegExp(/^[A-Za-z][-A-Za-z0-9\._\/]*$/);function isValidTensorName(e){return!!e.match(tensorNameRegex)}function isInteger(e){return e===parseInt(e.toString(),10)}function arrayProd(e,t,r){null==t&&(t=0),null==r&&(r=e.length);for(var n=1,a=t;a<r;++a)n*=e[a];return n}function toArray1D(e){return tensor1d(e=Array.isArray(e)?new Float32Array(e):e)}function min$1(e){return min(toArray1D(e)).dataSync()[0]}function max$1(e){return max(toArray1D(e)).dataSync()[0]}function range$1(e,t){if(t<e)throw new ValueError("end ("+t+") < begin ("+e+") is forbidden.");for(var r=[],n=e;n<t;++n)r.push(n);return r}function cast$1(e,t){return e.asType(t)}function expandDims$1(e,t){void 0===t&&(t=-1);var r=e.shape.slice();return t<0&&(t=r.length+t+1),r.splice(t,0,1),e.reshape(r)}function repeat(e,t){return tidy(function(){if(2!==e.shape.length)throw new ValueError("repeat() expects a rank-2 tensor, but received a rank-"+e.shape.length+" tensor.");return tile$1(expandDims$1(e,1),[1,t,1])})}function flatten$1(e){var t=[arrayProd(e.shape)];return e.reshape(t)}function batchFlatten(e){if(e.rank<=1)throw new ValueError("batchFlatten requires a minimum rank of 2. Got rank: "+e.rank+".");var t=[e.shape[0],arrayProd(e.shape,1)];return e.reshape(t)}function sliceAlongFirstAxis(e,t,r){return tidy(function(){switch(e.rank){case 1:return slice1d(e,t,r);case 2:return slice2d(e,[t,0],[r,e.shape[1]]);case 3:return slice3d(e,[t,0,0],[r,e.shape[1],e.shape[2]]);case 4:return slice4d(e,[t,0,0,0],[r,e.shape[1],e.shape[2],e.shape[3]]);default:throw new ValueError("sliceAlongFirstAxis() received an unsupported tensor rank: "+e.rank)}})}function sliceAlongLastAxis(e,t,r){return tidy(function(){switch(e.rank){case 1:return slice1d(e,t,r);case 2:return slice2d(e,[0,t],[e.shape[0],r]);case 3:return slice3d(e,[0,0,t],[e.shape[0],e.shape[1],r]);case 4:return slice4d(e,[0,0,0,t],[e.shape[0],e.shape[1],e.shape[2],r]);default:throw new ValueError("sliceAlongLastAxis() received an unsupported tensor rank: "+e.rank)}})}function sliceAlongAxis(e,t,r,n){return tidy(function(){switch(e.rank){case 1:return slice1d(e,t,r);case 2:switch(n){case 1:return sliceAlongFirstAxis(e,t,r);case 2:return sliceAlongLastAxis(e,t,r);default:throw new ValueError("The axis is not within the rank of the tensor "+n)}case 3:switch(n){case 1:return sliceAlongFirstAxis(e,t,r);case 2:return slice3d(e,[0,t,0],[e.shape[0],r,e.shape[2]]);case 3:return sliceAlongLastAxis(e,t,r);default:throw new ValueError("The axis is not within the rank of the tensor "+n)}case 4:switch(n){case 1:return sliceAlongFirstAxis(e,t,r);case 2:return slice4d(e,[0,t,0,0],[e.shape[0],r,e.shape[2],e.shape[3]]);case 3:return slice4d(e,[0,0,t,0],[e.shape[0],e.shape[1],r,e.shape[3]]);case 4:return sliceAlongLastAxis(e,t,r);default:throw new ValueError("The axis is not within the rank of the tensor "+n)}default:throw new ValueError("sliceAlongLastAxis() received an unsupported tensor rank: "+e.rank)}})}function concatenate(e,t){var r;return void 0===t&&(t=-1),t<0&&(t=0!==(r=e[0].rank)?r:0),t===e[0].rank&&(t=-1),concat(e,t)}function concatAlongFirstAxis(e,t){switch(e.rank){case 1:return concat1d([e,t]);case 2:return concat2d([e,t],0);case 3:return concat3d([e,t],0);case 4:return concat4d([e,t],0);default:throw new ValueError("concatAlongFirstAxis() received an unsupported tensor rank: "+e.rank)}}function tile$1(e,t){if(Array.isArray(t)||(t=[t]),e.rank!==t.length)throw new ValueError("The length of input n ("+t.length+") does not match the number of dimensions in input x ("+e.rank+")");return tile(e,t)}function randomNormal$1(e,t,r,n,a){return void 0===t&&(t=0),void 0===r&&(r=1),randomNormal(e,t,r,n,a)}function dot$1(e,t){if(e.rank<2||t.rank<2)throw new NotImplementedError("dot requires both inputs to be rank >= 2 but got x shape = "+e.shape+" and y shape = "+t.shape);if(t.rank>=3&&(n=e.shape.slice(-1)[0])!==(i=t.shape.slice(-2)[0]))throw new NotImplementedError("If rank y >= 3, then the second last dim of y must equal the last dim of x but got x shape = "+e.shape+" and  y shape = "+t.shape);if(2===e.rank&&2===t.rank)return matMul(e,t);var r=e.shape.slice(),n=r.pop();e=e.reshape([-1,n]);var a=t.shape.slice(),o=a.pop(),i=a.pop(),s=a.concat([o]),u=Array.from({length:t.rank},function(e,r){return 0===r?t.rank-2:r<=t.rank-2?r-1:r});t=t.transpose(u).reshape([i,-1]);var l=r.concat(s);return matMul(e,t).reshape(l)}function gather$1(e,t,r){return tidy(function(){return t=Array.isArray(t)?tensor1d(t,"int32"):t.toInt(),gather(e,t,r)})}function square$1(e){return mulStrict(e,e)}function biasAdd(e,t,r){return tidy(function(){if(null==r&&(r=imageDataFormat()),checkDataFormat(r),1!==t.rank&&t.rank!==e.rank)throw new ValueError("Unexpected bias dimensions: "+t.rank+"; expected it to be 1 or "+e.rank);var n,a=t.shape;if(5===e.rank)"channelsFirst"===r?n=1===a.length?e.add(t.reshape([1,a[0],1,1,1])):e.add(t.reshape([1,a[3],a[0],a[1],a[2]])):"channelsLast"===r&&(n=1===a.length?e.add(t.reshape([1,1,1,1,a[0]])):e.add(t.reshape([1].concat(a))));else if(4===e.rank)"channelsFirst"===r?n=1===a.length?e.add(t.reshape([1,a[0],1,1])):e.add(t.reshape([1,a[2],a[0],a[1]])):"channelsLast"===r&&(n=1===a.length?e.add(t.reshape([1,1,1,a[0]])):e.add(t.reshape([1].concat(a))));else if(3===e.rank)"channelsFirst"===r?n=1===a.length?e.add(t.reshape([1,a[0],1])):e.add(t.reshape([1,a[1],a[0]])):"channelsLast"===r&&(n=1===a.length?e.add(t.reshape([1,1,a[0]])):e.add(t.reshape([1].concat(a))));else{if(!(e.rank<3))throw new ValueError("Unsupported input rank by biasAdd: "+e.rank);n=e.add(t)}return n})}function elu$1(e,t){if(void 0===t&&(t=1),1!==t)throw new NotImplementedError("Support for alpha values other than 1 ("+t+") is not implemented yet.");return elu(e)}function softsign(e){return tidy(function(){return div(e,add(getScalar(1),abs(e)))})}function dropout(e,t,r,n){return tidy(function(){if(null!=r&&!util.arraysEqual(e.shape,r))throw new NotImplementedError("Non-default noise shape is not implemented yet: "+JSON.stringify(r));if(null!=n)throw new NotImplementedError("seed is not implemented for dropout yet.");var a=step(add(neg(t),randomUniform(e.shape,0,1,"float32")));return a=mul(div(getScalar(1),sub(getScalar(1),t)),a),mul(e,a)})}function hardSigmoid(e){return tidy(function(){var t=add(getScalar(.5),mul(getScalar(.2),e));return clipByValue(t,0,1)})}function inTrainPhase(e,t,r){return void 0===r&&(r=!1),r?e():t()}var VALID_FAN_MODE_VALUES=["fanIn","fanOut","fanAvg"];function checkFanMode(e){checkStringTypeUnionValue(VALID_FAN_MODE_VALUES,"FanMode",e)}var VALID_DISTRIBUTION_VALUES=["normal","uniform"];function checkDistribution(e){checkStringTypeUnionValue(VALID_DISTRIBUTION_VALUES,"Distribution",e)}var Initializer=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.fromConfigUsesCustomObjects=function(){return!1},t.prototype.getConfig=function(){return{}},t}(serialization.Serializable),Zeros=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e,t){return zeros(e,t)},t.className="Zeros",t}(Initializer);serialization.registerClass(Zeros);var Ones=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e,t){return ones$1(e,t)},t.className="Ones",t}(Initializer);serialization.registerClass(Ones);var Constant=function(e){function t(t){var r=e.call(this)||this;if("object"!=typeof t)throw new ValueError("Expected argument of type ConstantConfig but got "+t);if(void 0===t.value)throw new ValueError("config must have value set but got "+t);return r.value=t.value,r}return __extends$1(t,e),t.prototype.apply=function(e,t){var r=this;return tidy(function(){return mul(scalar(r.value),ones$1(e,t))})},t.prototype.getConfig=function(){return{value:this.value}},t.className="Constant",t}(Initializer);serialization.registerClass(Constant);var RandomUniform=function(e){function t(t){var r=e.call(this)||this;return r.DEFAULT_MINVAL=-.05,r.DEFAULT_MAXVAL=.05,r.minval=t.minval||r.DEFAULT_MINVAL,r.maxval=t.maxval||r.DEFAULT_MAXVAL,r.seed=t.seed,r}return __extends$1(t,e),t.prototype.apply=function(e,t){return randomUniform(e,this.minval,this.maxval,t)},t.prototype.getConfig=function(){return{minval:this.minval,maxval:this.maxval,seed:this.seed}},t.className="RandomUniform",t}(Initializer);serialization.registerClass(RandomUniform);var RandomNormal=function(e){function t(t){var r=e.call(this)||this;return r.DEFAULT_MEAN=0,r.DEFAULT_STDDEV=.05,r.mean=t.mean||r.DEFAULT_MEAN,r.stddev=t.stddev||r.DEFAULT_STDDEV,r.seed=t.seed,r}return __extends$1(t,e),t.prototype.apply=function(e,t){if("float32"!==(t=t||"float32")&&"int32"!==t)throw new NotImplementedError("randomNormal does not support dType "+t+".");return randomNormal$1(e,this.mean,this.stddev,t,this.seed)},t.prototype.getConfig=function(){return{mean:this.mean,stddev:this.stddev,seed:this.seed}},t.className="RandomNormal",t}(Initializer);serialization.registerClass(RandomNormal);var TruncatedNormal=function(e){function t(t){var r=e.call(this)||this;return r.DEFAULT_MEAN=0,r.DEFAULT_STDDEV=.05,r.mean=t.mean||r.DEFAULT_MEAN,r.stddev=t.stddev||r.DEFAULT_STDDEV,r.seed=t.seed,r}return __extends$1(t,e),t.prototype.apply=function(e,t){if("float32"!==(t=t||"float32")&&"int32"!==t)throw new NotImplementedError("truncatedNormal does not support dType "+t+".");return truncatedNormal(e,this.mean,this.stddev,t,this.seed)},t.prototype.getConfig=function(){return{mean:this.mean,stddev:this.stddev,seed:this.seed}},t.className="TruncatedNormal",t}(Initializer);serialization.registerClass(TruncatedNormal);var Identity=function(e){function t(t){var r=e.call(this)||this;return r.gain=null!=t.gain?scalar(t.gain):getScalar(1),r}return __extends$1(t,e),t.prototype.apply=function(e,t){var r=this;return tidy(function(){if(2!==e.length||e[0]!==e[1])throw new ValueError("Identity matrix initializer can only be used for 2D square matrices.");return mul(r.gain,eye(e[0]))})},t.prototype.getConfig=function(){return{gain:this.gain.get()}},t.className="Identity",t}(Initializer);function computeFans(e,t){var r,n;if(void 0===t&&(t="channelsLast"),checkDataFormat(t),2===e.length)r=e[0],n=e[1];else if(-1!==[3,4,5].indexOf(e.length))if("channelsFirst"===t){var a=arrayProd(e,2);r=e[1]*a,n=e[0]*a}else"channelsLast"===t&&(a=arrayProd(e,0,e.length-2),r=e[e.length-2]*a,n=e[e.length-1]*a);else{var o=arrayProd(e);r=Math.sqrt(o),n=Math.sqrt(o)}return[r,n]}serialization.registerClass(Identity);var VarianceScaling=function(e){function t(t){var r=e.call(this)||this;if(t.scale<0)throw new ValueError("scale must be a positive float. Got: "+t.scale);return r.scale=null==t.scale?1:t.scale,r.mode=t.mode,checkFanMode(r.mode),r.distribution=t.distribution,checkDistribution(r.distribution),r.seed=t.seed,r}return __extends$1(t,e),t.prototype.apply=function(e,t){var r=computeFans(e),n=r[0],a=r[1],o=this.scale;if("fanIn"===this.mode?o/=Math.max(1,n):"fanOut"===this.mode?o/=Math.max(1,a):o/=Math.max(1,(n+a)/2),"normal"===this.distribution){var i=Math.sqrt(o);if("float32"!==(t=t||"float32")&&"int32"!==t)throw new NotImplementedError(this.getClassName()+" does not support dType "+t+".");return truncatedNormal(e,0,i,t,this.seed)}var s=Math.sqrt(3*o);return randomUniform(e,-s,s,t)},t.prototype.getConfig=function(){return{scale:this.scale,mode:this.mode,distribution:this.distribution,seed:this.seed}},t.className="VarianceScaling",t}(Initializer);serialization.registerClass(VarianceScaling);var GlorotUniform=function(e){function t(t){return e.call(this,{scale:1,mode:"fanAvg",distribution:"uniform",seed:null==t?null:t.seed})||this}return __extends$1(t,e),t.prototype.getClassName=function(){return VarianceScaling.className},t.className="GlorotUniform",t}(VarianceScaling);serialization.registerClass(GlorotUniform);var GlorotNormal=function(e){function t(t){return e.call(this,{scale:1,mode:"fanAvg",distribution:"normal",seed:null==t?null:t.seed})||this}return __extends$1(t,e),t.prototype.getClassName=function(){return VarianceScaling.className},t.className="GlorotNormal",t}(VarianceScaling);serialization.registerClass(GlorotNormal);var HeNormal=function(e){function t(t){return e.call(this,{scale:2,mode:"fanIn",distribution:"normal",seed:null==t?null:t.seed})||this}return __extends$1(t,e),t.prototype.getClassName=function(){return VarianceScaling.className},t.className="HeNormal",t}(VarianceScaling);serialization.registerClass(HeNormal);var LeCunNormal=function(e){function t(t){return e.call(this,{scale:1,mode:"fanIn",distribution:"normal",seed:null==t?null:t.seed})||this}return __extends$1(t,e),t.prototype.getClassName=function(){return VarianceScaling.className},t.className="LeCunNormal",t}(VarianceScaling);serialization.registerClass(LeCunNormal);var Orthogonal=function(e){function t(t){var r=e.call(this)||this;if(r.DEFAULT_GAIN=1,r.gain=null==t.gain?r.DEFAULT_GAIN:t.gain,r.seed=t.seed,null!=r.seed)throw new NotImplementedError("Random seed is not implemented for Orthogonal Initializer yet.");return r}return __extends$1(t,e),t.prototype.apply=function(e,t){var r=this;return tidy(function(){if(2!==e.length)throw new NotImplementedError("The Orthogonal Initializer does not support non-2D shapes yet.");e[0]*e[1]>2e3&&console.warn("Orthogonal initializer is being called on a matrix with more than 2000 ("+e[0]*e[1]+") elements: Slowness may result.");var t=randomNormal$1(e[0]>e[1]?[e[1],e[0]]:e,0,1,"float32"),n=linalg_ops.gramSchmidt(t);return e[0]>e[1]&&(n=n.transpose()),mul(getScalar(r.gain),n)})},t.prototype.getConfig=function(){return{gain:this.gain,seed:this.seed}},t.className="Orthogonal",t}(Initializer);serialization.registerClass(Orthogonal);var INITIALIZER_IDENTIFIER_REGISTRY_SYMBOL_MAP={constant:"Constant",glorotNormal:"GlorotNormal",glorotUniform:"GlorotUniform",heNormal:"HeNormal",identity:"Identity",leCunNormal:"LeCunNormal",ones:"Ones",orthogonal:"Orthogonal",randomNormal:"RandomNormal",randomUniform:"RandomUniform",truncatedNormal:"TruncatedNormal",varianceScaling:"VarianceScaling",zeros:"Zeros"};function deserializeInitializer(e,t){return void 0===t&&(t={}),deserializeKerasObject(e,serialization.SerializationMap.getMap().classNameMap,t,"initializer")}function serializeInitializer(e){return serializeKerasObject(e)}function getInitializer(e){if("string"==typeof e){var t=e in INITIALIZER_IDENTIFIER_REGISTRY_SYMBOL_MAP?INITIALIZER_IDENTIFIER_REGISTRY_SYMBOL_MAP[e]:e;return"GlorotUniform"===t?new GlorotUniform:"GlorotNormal"===t?new GlorotNormal:"HeNormal"===t?new HeNormal:"LeCunNormal"===t?new LeCunNormal:deserializeInitializer({className:t,config:{}})}return e instanceof Initializer?e:deserializeInitializer(e)}function zeros$1(){return new Zeros}function ones$1$1(){return new Ones}function constant(e){return new Constant(e)}function randomUniform$1(e){return new RandomUniform(e)}function randomNormal$2(e){return new RandomNormal(e)}function truncatedNormal$1(e){return new TruncatedNormal(e)}function identity(e){return new Identity(e)}function varianceScaling(e){return new VarianceScaling(e)}function glorotUniform(e){return new GlorotUniform(e)}function glorotNormal(e){return new GlorotNormal(e)}function heNormal(e){return new HeNormal(e)}function leCunNormal(e){return new LeCunNormal(e)}function orthogonal(e){return new Orthogonal(e)}var exports_initializers=Object.freeze({zeros:zeros$1,ones:ones$1$1,constant:constant,randomUniform:randomUniform$1,randomNormal:randomNormal$2,truncatedNormal:truncatedNormal$1,identity:identity,varianceScaling:varianceScaling,glorotUniform:glorotUniform,glorotNormal:glorotNormal,heNormal:heNormal,leCunNormal:leCunNormal,orthogonal:orthogonal});function isArrayOfShapes(e){return Array.isArray(e)&&Array.isArray(e[0])}function normalizeShapeList(e){return 0===e.length?[]:Array.isArray(e[0])?e:[e]}function getExactlyOneTensor(e){var t;if(Array.isArray(e)){if(1!==e.length)throw new ValueError("Expected Tensor length to be 1; got "+e.length);t=e[0]}else t=e;return t}function getExactlyOneShape(e){if(Array.isArray(e)&&Array.isArray(e[0])){if(1===e.length)return(e=e)[0];throw new ValueError("Expected exactly 1 Shape; got "+e.length)}return e}function countParamsInWeights(e){for(var t=0,r=0,n=e;r<n.length;r++){var a=n[r];0===a.shape.length?t+=1:t+=a.shape.reduce(function(e,t){return e*t})}return t}var DEFAULT_VARIABLE_NAME_PREFIX="Variable",LayerVariable=function(){function e(e,t,r,n,a){void 0===t&&(t="float32"),void 0===r&&(r=DEFAULT_VARIABLE_NAME_PREFIX),void 0===n&&(n=!0),void 0===a&&(a=null),this.dtype=null==t?"float32":t,this.shape=e.shape,this.id=getNextUniqueTensorId(),r=null==r?DEFAULT_VARIABLE_NAME_PREFIX:r,this.originalName=getScopedTensorName(r),this.name=getUniqueTensorName(this.originalName),this.trainable=n,this.constraint=a,this.val=variable(e,this.trainable,this.name,this.dtype)}return e.prototype.read=function(){return this.assertNotDisposed(),this.val},e.prototype.write=function(e){return this.assertNotDisposed(),checkShapesMatch(this.val,e),this.val.id!==e.id&&(this.val.assign(e),null!=this.constraint&&this.val.assign(this.constraint.apply(this.val))),this},e.prototype.dispose=function(){this.assertNotDisposed(),this.val.dispose()},e.prototype.assertNotDisposed=function(){if(this.val.isDisposed)throw new Error("LayersVariable "+this.name+" is already disposed.")},e}();function checkShapesMatch(e,t){if(e.shape.toString()!==t.shape.toString())throw new Error("Shape mismatch: "+JSON.stringify(e.shape)+" vs. "+JSON.stringify(t.shape))}function batchGetValue(e){return e.map(function(e){return e.read()})}function batchSetValue(e){e.map(function(e){e[0].write(e[1])})}var InputSpec=function(e){this.dtype=e.dtype,this.shape=e.shape,null!=e.shape?this.ndim=e.shape.length:this.ndim=e.ndim,this.maxNDim=e.maxNDim,this.minNDim=e.minNDim,this.axes=e.axes||{}},SymbolicTensor=function(e,t,r,n,a,o,i){this.dtype=e,this.shape=t,this.sourceLayer=r,this.inputs=n,this.callArgs=a,this.outputTensorIndex=i,this.id=getNextUniqueTensorId(),null!=o&&(this.originalName=getScopedTensorName(o),this.name=getUniqueTensorName(this.originalName)),this.rank=t.length},_nextNodeID=0,Node=function(){function e(e,t){this.callArgs=t,this.id=_nextNodeID++,this.outboundLayer=e.outboundLayer,this.inboundLayers=e.inboundLayers,this.nodeIndices=e.nodeIndices,this.tensorIndices=e.tensorIndices,this.inputTensors=e.inputTensors,this.outputTensors=e.outputTensors,this.inputMasks=e.inputMasks,this.outputMasks=e.outputMasks,this.inputShapes=e.inputShapes,this.outputShapes=e.outputShapes;for(var r=0,n=e.inboundLayers;r<n.length;r++){var a=n[r];null!=a&&a.outboundNodes.push(this)}e.outboundLayer.inboundNodes.push(this)}return e.prototype.getConfig=function(){for(var e=[],t=0,r=this.inboundLayers;t<r.length;t++){var n=r[t];null!=n?e.push(n.name):e.push(null)}return{outboundLayer:this.outboundLayer?this.outboundLayer.name:null,inboundLayers:e,nodeIndices:this.nodeIndices,tensorIndices:this.tensorIndices}},e}(),_nextLayerID=0,Layer=function(e){function t(t){var r=e.call(this)||this;r._callHook=null,r._addedWeightNames=[],r._stateful=!1,r.id=_nextLayerID++,r.activityRegularizer=null,r.inputSpec=null,r.supportsMasking=!1,r._trainableWeights=[],r._nonTrainableWeights=[],r._losses=[],r._updates=[],r._built=!1,r.inboundNodes=[],r.outboundNodes=[];var n=t.name;if(!n){var a=r.getClassName();n=toSnakeCase(a)+"_"+getUid(a)}if(r.name=n,r.trainable=null==t.trainable||t.trainable,r.updatable=null==t.updatable||t.updatable,null!=t.inputShape||null!=t.batchInputShape){var o=void 0;if(null!=t.batchInputShape)o=t.batchInputShape;else if(null!=t.inputShape){var i=null;null!=t.batchSize&&(i=t.batchSize),o=[i].concat(t.inputShape)}r.batchInputShape=o;var s=t.dtype;null==s&&(s=t.inputDType),null==s&&(s="float32"),r.dtype=s}return null!=t.weights?r.initialWeights=t.weights:r.initialWeights=null,r._refCount=null,r}return __extends$1(t,e),t.nodeKey=function(e,t){return e.name+"_ib-"+t.toString()},t.prototype.getNodeAtIndex=function(e,t){if(0===this.inboundNodes.length)throw new RuntimeError("The layer has never been called and thus has no defined "+t+".");if(this.inboundNodes.length<=e)throw new ValueError("Asked to get "+t+" at node "+e+", but the layer has only "+this.inboundNodes.length+" inbound nodes.");return this.inboundNodes[e]},t.prototype.getInputAt=function(e){return singletonOrArray(this.getNodeAtIndex(e,"input").inputTensors)},t.prototype.getOutputAt=function(e){return singletonOrArray(this.getNodeAtIndex(e,"output").outputTensors)},Object.defineProperty(t.prototype,"input",{get:function(){if(this.inboundNodes.length>1)throw new AttributeError("Layer "+this.name+' has multiple inbound nodes, hence the notion of "layer input" is ill-defined. Use `getInputAt(nodeIndex)` instead.');if(0===this.inboundNodes.length)throw new AttributeError("Layer "+this.name+" is not connected, no input to return.");return singletonOrArray(this.getNodeAtIndex(0,"input").inputTensors)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"output",{get:function(){if(0===this.inboundNodes.length)throw new AttributeError("Layer "+this.name+" has no inbound nodes.");if(this.inboundNodes.length>1)throw new AttributeError("Layer "+this.name+' has multiple inbound nodes, hence the notion of "layer output" is ill-defined. Use `getOutputAt(nodeIndex)` instead.');return singletonOrArray(this.getNodeAtIndex(0,"output").outputTensors)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"losses",{get:function(){return this._losses},enumerable:!0,configurable:!0}),t.prototype.calculateLosses=function(){return this.losses.map(function(e){return e()})},Object.defineProperty(t.prototype,"updates",{get:function(){return this._updates},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"built",{get:function(){return this._built},set:function(e){this._built=e},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"trainableWeights",{get:function(){return this.trainable?this._trainableWeights:[]},set:function(e){this._trainableWeights=e},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"nonTrainableWeights",{get:function(){return this.trainable?this._nonTrainableWeights:this._trainableWeights.concat(this._nonTrainableWeights)},set:function(e){this._nonTrainableWeights=e},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"weights",{get:function(){return this.trainableWeights.concat(this.nonTrainableWeights)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"stateful",{get:function(){return this._stateful},enumerable:!0,configurable:!0}),t.prototype.resetStates=function(){if(!this.stateful)throw new Error("Cannot call the resetStates() method of a non-stateful Layer object.")},t.prototype.assertInputCompatibility=function(e){if(e=toList(e),null!=this.inputSpec&&0!==this.inputSpec.length){var t=toList(this.inputSpec);if(e.length!==t.length)throw new ValueError("Layer "+this.name+" expects "+t.length+" inputs, but it received "+e.length+" input tensors. Input received: "+e);for(var r=0;r<e.length;r++){var n=e[r],a=t[r];if(null!=a){var o=n.rank;if(null!=a.ndim&&o!==a.ndim)throw new ValueError("Input "+r+" is incompatible with layer "+this.name+": expected ndim="+a.ndim+", found ndim="+o);if(null!=a.maxNDim&&o>a.maxNDim)throw new ValueError("Input "+r+" is incompatible with layer "+this.name+": expected max_ndim="+a.maxNDim+", found ndim="+o);if(null!=a.minNDim&&o<a.minNDim)throw new ValueError("Input "+r+" is incompatible with layer "+this.name+": expected min_ndim="+a.minNDim+", found ndim="+o+".");if(null!=a.dtype&&n.dtype!==a.dtype)throw new ValueError("Input "+r+" is incompatible with layer "+this.name+" : expected dtype="+a.dtype+", found dtype="+n.dtype+".");if(a.axes){var i=n.shape;for(var s in a.axes){var u=Number(s),l=a.axes[s],p=u>=0?i[u]:i[i.length+u];if(null!=l&&-1===[l,null].indexOf(p))throw new ValueError("Input "+r+" is incompatible with layer "+this.name+": expected axis "+u+" of input shape to have value "+l+" but got shape "+i+".")}}if(null!=a.shape)for(var c=0;c<a.shape.length;++c){var d=a.shape[c],h=n.shape[c];if(null!=d&&null!=h&&d!==h)throw new ValueError("Input "+r+" is incompatible with layer "+this.name+": expected shape="+a.shape+", found shape=${xShape}.")}}}}},t.prototype.call=function(e,t){return e},t.prototype.invokeCallHook=function(e,t){null!=this._callHook&&this._callHook(e,t)},t.prototype.setCallHook=function(e){this._callHook=e},t.prototype.clearCallHook=function(){this._callHook=null},t.prototype.apply=function(e,t){var r=this;t=t||{},this.assertNotDisposed();for(var n=toList(e),a=!0,o=0,i=n;o<i.length;o++)if(!(i[o]instanceof SymbolicTensor)){a=!1;break}for(var s=!0,u=0,l=n;u<l.length;u++)if(l[u]instanceof SymbolicTensor){s=!1;break}if(a===s)throw new ValueError("Arguments to apply() must be all SymbolicTensors or all Tensors");return nameScope(this.name,function(){if(!r.built){r.assertInputCompatibility(e);for(var a=[],o=0,i=toList(e);o<i.length;o++){var u=i[o];a.push(u.shape)}r.build(singletonOrArray(a)),r.built=!0,r.initialWeights&&r.setWeights(r.initialWeights),null===r._refCount&&s&&(r._refCount=1)}if(r.assertInputCompatibility(e),s){for(var l=[],p=0,c=toList(m=r.call(e,t));p<c.length;p++){var d=c[p];-1!==n.indexOf(d)&&(d=d.clone()),l.push(d)}if(m=singletonOrArray(l),null!=r.activityRegularizer)throw new NotImplementedError("Layer invocation in the presence of activity regularizer(s) is not supported yet.");return m}var h=collectInputShape(e),f=r.computeOutputShape(h),m=void 0,g=guessOutputDType(e);if(r.warnOnIncompatibleInputShape(Array.isArray(e)?h[0]:h),m=null!=f&&f.length>0&&Array.isArray(f[0])?f.map(function(n,a){return new SymbolicTensor(g,n,r,toList(e),t,r.name,a)}):new SymbolicTensor(g,f,r,toList(e),t,r.name),r.addInboundNode(e,m,null,null,h,f,t),r._refCount++,null!=r.activityRegularizer)throw new NotImplementedError("Layer invocation in the presence of activity regularizer(s) is not supported yet.");return m})},t.prototype.warnOnIncompatibleInputShape=function(e){if(null!=this.batchInputShape)if(e.length!==this.batchInputShape.length)console.warn("The rank of the input tensor provided (shape: "+JSON.stringify(e)+") does not match that of the batchInputShape ("+JSON.stringify(this.batchInputShape)+") of the layer "+this.name);else{var t=!1;this.batchInputShape.forEach(function(r,n){null!=r&&null!=e[n]&&e[n]!==r&&(t=!0)}),t&&console.warn("The shape of the input tensor ("+JSON.stringify(e)+") does not match the expectation of layer "+this.name+": "+JSON.stringify(this.batchInputShape))}},Object.defineProperty(t.prototype,"outputShape",{get:function(){if(null==this.inboundNodes||0===this.inboundNodes.length)throw new AttributeError("The layer "+this.name+" has never been called and thus has no defined output shape.");for(var e=[],t=0,r=this.inboundNodes;t<r.length;t++){var n=r[t],a=JSON.stringify(n.outputShapes);-1===e.indexOf(a)&&e.push(a)}if(1===e.length){var o=this.inboundNodes[0].outputShapes;return Array.isArray(o)&&Array.isArray(o[0])&&1===o.length?o[0]:o}throw new AttributeError("The layer "+this.name+' has multiple inbound nodes with different output shapes. Hence the notion of "outut shape" is ill-defined for the layer.')},enumerable:!0,configurable:!0}),t.prototype.countParams=function(){if(!this.built)throw new RuntimeError("You tried to call countParams() on "+this.name+", but the layer is not built yet. Build it first by calling build(batchInputShape).");return countParamsInWeights(this.weights)},t.prototype.build=function(e){this.built=!0},t.prototype.getWeights=function(e){return void 0===e&&(e=!1),batchGetValue(e?this.trainableWeights:this.weights)},t.prototype.setWeights=function(e){var t=this;tidy(function(){var r=t.weights;if(r.length!==e.length)throw new ValueError('You called setWeights(weights) on layer "'+t.name+'" with a weight list of length '+e.length+", but the layer was expecting "+r.length+" weights. Provided weights: "+e+"...");if(0!==r.length){for(var n=[],a=batchGetValue(r),o=0;o<a.length;++o){var i=a[o],s=r[o],u=e[o];if(!util.arraysEqual(i.shape,u.shape))throw new ValueError("Layer weight shape "+i.shape+" not compatible with provided weight shape "+u.shape);n.push([s,u])}batchSetValue(n)}})},t.prototype.addWeight=function(e,t,r,n,a,o,i){if(-1!==this._addedWeightNames.indexOf(e))throw new ValueError("Duplicate weight name "+e+" for layer "+this.name);this._addedWeightNames.push(e),null==r&&(r="float32");var s=new LayerVariable(n.apply(t,r),r,e,o,i);return null!=a&&this.addLoss(function(){return a.apply(s.read())}),null==o&&(o=!0),o?this._trainableWeights.push(s):this._nonTrainableWeights.push(s),s},t.prototype.addLoss=function(e){var t;null==e||Array.isArray(e)&&0===e.length||(e=toList(e),void 0!==this._losses&&null!==this._losses&&(t=this.losses).push.apply(t,e))},t.prototype.computeOutputShape=function(e){return e},t.prototype.computeMask=function(e,t){var r=this;if(!this.supportsMasking){if(null!=t){if(!Array.isArray(t))throw new TypeError("Layer "+this.name+" does not support masking,but was passed an inputMask.");t.forEach(function(e){if(null!=e)throw new TypeError("Layer "+r.name+" does not support masking,but was passed an inputMask.")})}return null}return t},t.prototype.addInboundNode=function(e,t,r,n,a,o,i){void 0===i&&(i=null);var s=toList(e);t=toList(t),r=toList(r),n=toList(n),a=normalizeShapeList(a),o=normalizeShapeList(o);for(var u=[],l=[],p=[],c=0,d=s;c<d.length;c++){var h=d[c];u.push(h.sourceLayer),l.push(h.nodeIndex),p.push(h.tensorIndex)}new Node({outboundLayer:this,inboundLayers:u,nodeIndices:l,tensorIndices:p,inputTensors:s,outputTensors:t,inputMasks:r,outputMasks:n,inputShapes:a,outputShapes:o},i);for(var f=0;f<t.length;f++)t[f].sourceLayer=this,t[f].nodeIndex=this.inboundNodes.length-1,t[f].tensorIndex=f},t.prototype.getConfig=function(){var e={name:this.name,trainable:this.trainable};return null!=this.batchInputShape&&(e.batchInputShape=this.batchInputShape),null!=this.dtype&&(e.dtype=this.dtype),e},t.prototype.disposeWeights=function(){return this.weights.forEach(function(e){return e.dispose()}),this.weights.length},t.prototype.assertNotDisposed=function(){if(0===this._refCount)throw new Error("Layer '"+this.name+"' is already disposed.")},t.prototype.dispose=function(){if(!this.built)throw new Error("Cannot dispose Layer "+this.name+" because it has not been built yet.");if(null===this._refCount)throw new Error("Cannot dispose Layer "+this.name+" because it has not been used yet.");this.assertNotDisposed();var e=0;return 0==--this._refCount&&(e=this.disposeWeights()),{refCountAfterDispose:this._refCount,numDisposedVariables:e}},t}(serialization.Serializable);function collectInputShape(e){for(var t=[],r=0,n=e=toList(e);r<n.length;r++){var a=n[r];t.push(a.shape)}return singletonOrArray(t)}function guessOutputDType(e){return"float32"}function getSourceInputs(e,t,r){if((null==t||null!=r&&r>0)&&(t=e.sourceLayer,r=e.nodeIndex),0===t.inboundNodes.length)return[e];var n=t.inboundNodes[r];if(0===n.inboundLayers.length)return n.inputTensors;for(var a=[],o=0;o<n.inboundLayers.length;o++)for(var i=0,s=getSourceInputs(n.inputTensors[o],n.inboundLayers[o],n.nodeIndices[o]);i<s.length;i++){var u=s[i];-1===a.indexOf(u)&&a.push(u)}return a}var ModelLoggingVerbosity,InputLayer=function(e){function t(t){var r=e.call(this,{dtype:t.dtype,name:null!=t.name?t.name:getUid("input").toString()})||this;if(null==t.batchSize&&(t.batchSize=null),null==t.sparse&&(t.sparse=!1),r.trainable=!1,r.built=!0,r.sparse=t.sparse,null!=t.inputShape&&null!=t.batchInputShape)throw new ValueError("Only provide the inputShape OR batchInputShape argument to inputLayer, not both at the same time.");var n=t.batchInputShape;if(null==n){if(null==t.inputShape)throw new ValueError("An InputLayer should be passed either a `batchInputShape` or an `inputShape`.");n=[t.batchSize].concat(t.inputShape)}else if(null!=t.batchSize)throw new ValueError("Cannot specify batchSize if batchInputShape isspecified when creating an InputLayer.");var a=t.dtype||"float32";r.batchInputShape=n,r.dtype=a,r.inputSpec=[{shape:n}];var o=new SymbolicTensor(r.dtype,r.batchInputShape,r,[],{},r.name);return o.nodeIndex=0,o.tensorIndex=0,new Node({outboundLayer:r,inboundLayers:[],nodeIndices:[],tensorIndices:[],inputTensors:[o],outputTensors:[o],inputMasks:[null],outputMasks:[null],inputShapes:[n],outputShapes:[n]}),r}return __extends$1(t,e),t.prototype.apply=function(e,t){throw new ValueError("Cannot pass any input to an InputLayer's apply() method. InputLayer name: "+this.name)},t.prototype.dispose=function(){return{refCountAfterDispose:this._refCount,numDisposedVariables:0}},t.prototype.getConfig=function(){return{batchInputShape:this.batchInputShape,dtype:this.dtype,sparse:this.sparse,name:this.name}},t.className="InputLayer",t}(Layer);function Input(e){if(null==e.batchShape&&null==e.shape)throw new Error("Please provide to Input either a `shape` or a `batchShape` argument. Note that `shape` does not include the batch dimension.");if(null!=e.batchShape&&null!=e.shape)throw new ValueError("Please provide either a `shape` or `batchShape` argument to Input, but not both.");var t=e.batchShape;null!=e.shape&&null==t&&(t=[null].concat(e.shape));var r=e.dtype;return null==r&&(r="float32"),new InputLayer({batchInputShape:t,name:e.name,dtype:r,sparse:e.sparse}).inboundNodes[0].outputTensors[0]}function resolveScalarsInLogs(e){return __awaiter$1(this,void 0,void 0,function(){var t,r,n,a,o,i,s,u;return __generator$1(this,function(l){switch(l.label){case 0:if(null==e)return[2];for(a in t=[],r=[],n=[],e)"number"!=typeof(o=e[a])&&(i=o,t.push(i.data()),r.push(a),n.push(i));return[4,Promise.all(t)];case 1:for(s=l.sent(),u=0;u<s.length;++u)e[r[u]]=s[u][0];return dispose(n),[2]}})})}function disposeTensorsInLogs(e){if(null!=e)for(var t in e){var r=e[t];"number"!=typeof r&&r.dispose()}}serialization.registerClass(InputLayer),function(e){e[e.SILENT=0]="SILENT",e[e.VERBOSE=1]="VERBOSE"}(ModelLoggingVerbosity||(ModelLoggingVerbosity={}));var BaseCallback=function(){function e(){this.validationData=null}return e.prototype.setParams=function(e){this.params=e},e.prototype.onEpochBegin=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return[2]})})},e.prototype.onEpochEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return[2]})})},e.prototype.onBatchBegin=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return[2]})})},e.prototype.onBatchEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return[2]})})},e.prototype.onTrainBegin=function(e){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return[2]})})},e.prototype.onTrainEnd=function(e){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return[2]})})},e.prototype.setModel=function(e){},e}(),CallbackList=function(){function e(e,t){void 0===t&&(t=10),null==e&&(e=[]),this.callbacks=e,this.queueLength=t}return e.prototype.append=function(e){this.callbacks.push(e)},e.prototype.setParams=function(e){for(var t=0,r=this.callbacks;t<r.length;t++)r[t].setParams(e)},e.prototype.setModel=function(e){for(var t=0,r=this.callbacks;t<r.length;t++)r[t].setModel(e)},e.prototype.onEpochBegin=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var r,n;return __generator$1(this,function(a){switch(a.label){case 0:null==t&&(t={}),r=0,n=this.callbacks,a.label=1;case 1:return r<n.length?[4,n[r].onEpochBegin(e,t)]:[3,4];case 2:a.sent(),a.label=3;case 3:return r++,[3,1];case 4:return[2]}})})},e.prototype.onEpochEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var r,n;return __generator$1(this,function(a){switch(a.label){case 0:null==t&&(t={}),r=0,n=this.callbacks,a.label=1;case 1:return r<n.length?[4,n[r].onEpochEnd(e,t)]:[3,4];case 2:a.sent(),a.label=3;case 3:return r++,[3,1];case 4:return[2]}})})},e.prototype.onBatchBegin=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var r,n;return __generator$1(this,function(a){switch(a.label){case 0:null==t&&(t={}),r=0,n=this.callbacks,a.label=1;case 1:return r<n.length?[4,n[r].onBatchBegin(e,t)]:[3,4];case 2:a.sent(),a.label=3;case 3:return r++,[3,1];case 4:return[2]}})})},e.prototype.onBatchEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var r,n;return __generator$1(this,function(a){switch(a.label){case 0:return null==t&&(t={}),[4,resolveScalarsInLogs(t)];case 1:a.sent(),r=0,n=this.callbacks,a.label=2;case 2:return r<n.length?[4,n[r].onBatchEnd(e,t)]:[3,5];case 3:a.sent(),a.label=4;case 4:return r++,[3,2];case 5:return[2]}})})},e.prototype.onTrainBegin=function(e){return __awaiter$1(this,void 0,void 0,function(){var t,r;return __generator$1(this,function(n){switch(n.label){case 0:null==e&&(e={}),t=0,r=this.callbacks,n.label=1;case 1:return t<r.length?[4,r[t].onTrainBegin(e)]:[3,4];case 2:n.sent(),n.label=3;case 3:return t++,[3,1];case 4:return[2]}})})},e.prototype.onTrainEnd=function(e){return __awaiter$1(this,void 0,void 0,function(){var t,r;return __generator$1(this,function(n){switch(n.label){case 0:null==e&&(e={}),t=0,r=this.callbacks,n.label=1;case 1:return t<r.length?[4,r[t].onTrainEnd(e)]:[3,4];case 2:n.sent(),n.label=3;case 3:return t++,[3,1];case 4:return[2]}})})},e}(),ModelTrainingYielder=function(){function e(e){this.yieldEvery=e,this.batchCount=0,this.batchDurationsMillis=[],this.autoYieldEveryBatches=null,this.batchStartMillis=util.now()}return e.prototype.resolveOneTensorInLogs=function(e){return __awaiter$1(this,void 0,void 0,function(){var t,r,n,a,o;return __generator$1(this,function(i){switch(i.label){case 0:for(r in t=[],e)t.push(r);n=0,i.label=1;case 1:return n<t.length?(a=t[n],"number"==typeof(o=e[a])?[3,3]:[4,o.data()]):[3,4];case 2:return i.sent(),[3,4];case 3:return n++,[3,1];case 4:return[2]}})})},e.prototype.maybeYieldOnBatch=function(t){return __awaiter$1(this,void 0,void 0,function(){var r,n;return __generator$1(this,function(a){switch(a.label){case 0:return"auto"!==this.yieldEvery?[3,7]:(this.batchCount++,null!=this.autoYieldEveryBatches?[3,3]:[4,this.resolveOneTensorInLogs(t)]);case 1:return a.sent(),r=util.now(),[4,nextFrame()];case 2:return a.sent(),this.batchCount>e.SKIP_FIRST_BATCHES&&(this.batchDurationsMillis.push(r-this.batchStartMillis),this.batchDurationsMillis.length>=e.DECISION_BATCH_COUNT&&(n=this.batchDurationsMillis.reduce(function(e,t){return e+t})/this.batchDurationsMillis.length,this.autoYieldEveryBatches=Math.round(e.THRESHOLD_MILLIS/n),this.autoYieldEveryBatches<1&&(this.autoYieldEveryBatches=1))),this.batchStartMillis=util.now(),this.lastYieldBatchCount=this.batchCount,[3,6];case 3:return this.batchCount-this.lastYieldBatchCount>=this.autoYieldEveryBatches?[4,nextFrame()]:[3,6];case 4:return a.sent(),[4,this.resolveOneTensorInLogs(t)];case 5:a.sent(),this.lastYieldBatchCount=this.batchCount,a.label=6;case 6:return[3,9];case 7:return"batch"!==this.yieldEvery?[3,9]:[4,nextFrame()];case 8:a.sent(),a.label=9;case 9:return[2]}})})},e.prototype.maybeYieldOnEpoch=function(){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){switch(e.label){case 0:return"epoch"!==this.yieldEvery?[3,2]:[4,nextFrame()];case 1:e.sent(),e.label=2;case 2:return[2]}})})},e.SKIP_FIRST_BATCHES=1,e.DECISION_BATCH_COUNT=2,e.THRESHOLD_MILLIS=16,e}(),BaseLogger=function(e){function t(t){var r=e.call(this)||this;return r.yieldEvery=t||"auto",r}return __extends$1(t,e),t.prototype.onTrainBegin=function(e){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return this.autoYielder=new ModelTrainingYielder(this.yieldEvery),[2]})})},t.prototype.onEpochBegin=function(e){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return this.seen=0,this.totals={},[2]})})},t.prototype.onBatchEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var e,r,n,a,o=this;return __generator$1(this,function(i){switch(i.label){case 0:return[4,this.autoYielder.maybeYieldOnBatch(t)];case 1:for(a in i.sent(),null==t&&(t={}),e=null==t.size?0:t.size,this.seen+=e,r=function(r){var a=t[r];if("number"==typeof a)n.totals.hasOwnProperty(r)||(n.totals[r]=0),n.totals[r]=n.totals[r]+a*e;else{var i=void 0;r in n.totals?i=n.totals[r]:n.totals[r]=getScalar(0),n.totals[r]=tidy(function(){return add(o.totals[r],mul(a,getScalar(e)))}),null!=i&&i.dispose()}},n=this,t)r(a);return[2]}})})},t.prototype.onEpochEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var e,r,n,a,o,i=this;return __generator$1(this,function(s){switch(s.label){case 0:return[4,this.autoYielder.maybeYieldOnEpoch()];case 1:if(s.sent(),null!=t)for(e=function(e){if(null==r.totals[e])return"continue";"number"==typeof r.totals[e]?t[e]=r.totals[e]/r.seen:tidy(function(){t[e]=mul(div(getScalar(1),getScalar(i.seen)),i.totals[e]),i.totals[e].dispose(),keep(t[e])})},r=this,n=0,a=this.params.metrics;n<a.length;n++)o=a[n],e(o);return[2]}})})},t}(BaseCallback),History=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.onTrainBegin=function(e){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(e){return this.epoch=[],this.history={},[2]})})},t.prototype.onEpochEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var r;return __generator$1(this,function(n){for(r in null==t&&(t={}),this.epoch.push(e),t)null==this.history[r]&&(this.history[r]=[]),this.history[r].push(t[r]);return[2]})})},t.prototype.syncData=function(){return __awaiter$1(this,void 0,void 0,function(){var e,t,r,n,a,o,i,s,u;return __generator$1(this,function(l){switch(l.label){case 0:for(n in e=[],t=[],r=[],this.history)for(a=this.history[n],o=0;o<a.length;++o)"number"!=typeof a[o]&&(i=a[o],e.push(i.data()),t.push(n),r.push(o));return[4,Promise.all(e)];case 1:for(s=l.sent(),u=0;u<s.length;++u)this.history[t[u]][r[u]].dispose(),this.history[t[u]][r[u]]=s[u][0];return[2]}})})},t}(BaseCallback),CustomCallback=function(e){function t(t){var r=e.call(this)||this;return r.trainBegin=t.onTrainBegin,r.trainEnd=t.onTrainEnd,r.epochBegin=t.onEpochBegin,r.epochEnd=t.onEpochEnd,r.batchBegin=t.onBatchBegin,r.batchEnd=t.onBatchEnd,r}return __extends$1(t,e),t.prototype.onEpochBegin=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){switch(r.label){case 0:return null==this.epochBegin?[3,3]:[4,resolveScalarsInLogs(t)];case 1:return r.sent(),[4,this.epochBegin(e,t)];case 2:r.sent(),r.label=3;case 3:return[2]}})})},t.prototype.onEpochEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){switch(r.label){case 0:return null==this.epochEnd?[3,3]:[4,resolveScalarsInLogs(t)];case 1:return r.sent(),[4,this.epochEnd(e,t)];case 2:r.sent(),r.label=3;case 3:return[2]}})})},t.prototype.onBatchBegin=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){switch(r.label){case 0:return null==this.batchBegin?[3,3]:[4,resolveScalarsInLogs(t)];case 1:return r.sent(),[4,this.batchBegin(e,t)];case 2:r.sent(),r.label=3;case 3:return[2]}})})},t.prototype.onBatchEnd=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){switch(r.label){case 0:return null==this.batchEnd?[3,3]:[4,resolveScalarsInLogs(t)];case 1:return r.sent(),[4,this.batchEnd(e,t)];case 2:r.sent(),r.label=3;case 3:return[2]}})})},t.prototype.onTrainBegin=function(e){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(t){switch(t.label){case 0:return null==this.trainBegin?[3,3]:[4,resolveScalarsInLogs(e)];case 1:return t.sent(),[4,this.trainBegin(e)];case 2:t.sent(),t.label=3;case 3:return[2]}})})},t.prototype.onTrainEnd=function(e){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(t){switch(t.label){case 0:return null==this.trainEnd?[3,3]:[4,resolveScalarsInLogs(e)];case 1:return t.sent(),[4,this.trainEnd(e)];case 2:t.sent(),t.label=3;case 3:return[2]}})})},t}(BaseCallback);function standardizeCallbacks(e){return null==e?null:e instanceof BaseCallback?[e]:Array.isArray(e)&&e[0]instanceof BaseCallback?e:toList(e).map(function(e){return new CustomCallback(e)})}var CallbackConstructorRegistry=function(){function e(){}return e.registerCallbackConstructor=function(t,r){util.assert(t>=0&&Number.isInteger(t),"Verbosity level is expected to be an integer >= 0, but got "+t),e.checkForDuplicate(r),null==e.constructors[t]&&(e.constructors[t]=[]),e.constructors[t].push(r)},e.checkForDuplicate=function(t){for(var r in e.constructors)e.constructors[+r].forEach(function(e){if(e===t)throw new ValueError("Duplicate callback constructor.")})},e.clear=function(){e.constructors={}},e.createCallbacks=function(t){var r=[];for(var n in e.constructors){var a=+n;t>=a&&r.push.apply(r,e.constructors[a])}return r.map(function(e){return new e})},e.constructors={},e}();function configureCallbacks(e,t,r,n,a,o,i,s,u,l){var p=new History,c=[new BaseLogger(t)].concat(CallbackConstructorRegistry.createCallbacks(r));null!=e&&c.push.apply(c,e),c.push(p);var d=new CallbackList(c);return d.setParams({epochs:n,initialEpoch:a,samples:o,steps:i,batchSize:s,verbose:r,doValidation:u,metrics:l}),{callbackList:d,history:p}}function l2Normalize(e,t){return tidy(function(){var r=sum$1(square$1(e),t,!0),n=mul(scalar(epsilon()),onesLike(e)),a=sqrt(maximum(r,n));return div(e,a)})}function meanSquaredError$1(e,t){return tidy(function(){return mean(square$1(sub(t,e)),-1)})}function meanAbsoluteError(e,t){return tidy(function(){return mean(abs(sub(t,e)),-1)})}function meanAbsolutePercentageError(e,t){return tidy(function(){var r=sub(e,t),n=clipByValue(abs(e),epsilon(),Number.MAX_VALUE),a=abs(div(r,n));return mul(getScalar(100),mean(a,-1))})}function meanSquaredLogarithmicError(e,t){return tidy(function(){var r=getScalar(1),n=clipByValue(t,epsilon(),Number.MAX_VALUE),a=log$1(add(r,n)),o=clipByValue(e,epsilon(),Number.MAX_VALUE),i=log$1(add(r,o));return mean(square$1(sub(a,i)),-1)})}function squaredHinge(e,t){return tidy(function(){var r=getScalar(0),n=getScalar(1),a=maximum(r,sub(n,mul(e,t)));return mean(square$1(a),-1)})}function hinge(e,t){return tidy(function(){var r=getScalar(0),n=getScalar(1),a=maximum(r,sub(n,mul(e,t)));return mean(a,-1)})}function categoricalHinge(e,t){return tidy(function(){var r=getScalar(0),n=getScalar(1),a=sum$1(mul(e,t),-1),o=max(mul(sub(n,e),t),-1);return maximum(r,add(n,sub(o,a)))})}function logcosh(e,t){return tidy(function(){var r=getScalar(Math.log(2)),n=sub(t,e),a=sub(add(n,softplus(mul(getScalar(-2),n))),r);return mean(a,-1)})}function categoricalCrossentropy(e,t,r){return void 0===r&&(r=!1),tidy(function(){if(r)t=softmax(t);else{var n=sum$1(t,t.shape.length-1,!0);t=div(t,n)}return t=clipByValue(t,epsilon(),1-epsilon()),neg(sum$1(mul(e.toFloat(),log$1(t)),t.shape.length-1))})}function sparseCategoricalCrossentropy(e,t){return tidy(function(){var r=floor(flatten$1(e)).toInt(),n=(t=clipByValue(t,epsilon(),1-epsilon())).shape;return categoricalCrossentropy(oneHot(r,n[n.length-1]).reshape(n),t,!1)})}function sigmoidCrossEntropyWithLogits(e,t){if(!util.arraysEqual(e.shape,t.shape))throw new ValueError("logits and labels must have the same shape, but got shapes "+JSON.stringify(e.shape)+" and "+JSON.stringify(t.shape));return tidy(function(){var r=t.relu(),n=t.abs().neg();return r.sub(t.mul(e)).add(n.exp().log1p())})}function binaryCrossentropy(e,t){return tidy(function(){var r;return r=clipByValue(t,epsilon(),1-epsilon()),r=log$1(div(r,sub(getScalar(1),r))),mean(sigmoidCrossEntropyWithLogits(e,r),-1)})}function kullbackLeiblerDivergence(e,t){return tidy(function(){var r=clipByValue(e,epsilon(),1),n=clipByValue(t,epsilon(),1);return sum$1(mul(e,log$1(div(r,n))),-1)})}function poisson(e,t){return tidy(function(){var r=log$1(add(getScalar(epsilon()),t));return mean(sub(t,mul(e,r)),-1)})}function cosineProximity(e,t){return tidy(function(){var r=l2Normalize(e,-1),n=l2Normalize(t,-1),a=mul(r,n);return neg(sum$1(a,-1))})}function get(e){var t={meanSquaredError:meanSquaredError$1,meanAbsoluteError:meanAbsoluteError,meanAbsolutePercentageError:meanAbsolutePercentageError,meanSquaredLogarithmicError:meanSquaredLogarithmicError,squaredHinge:squaredHinge,hinge:hinge,categoricalHinge:categoricalHinge,logcosh:logcosh,categoricalCrossentropy:categoricalCrossentropy,sparseCategoricalCrossentropy:sparseCategoricalCrossentropy,binaryCrossentropy:binaryCrossentropy,kullbackLeiblerDivergence:kullbackLeiblerDivergence,poisson:poisson,cosineProximity:cosineProximity};if("string"==typeof e){if(e in t)return t[e];var r="Unknown loss "+e;throw e.toLowerCase().includes("softmaxcrossentropy")&&(r="Unknown loss "+e+'. Use "categoricalCrossentropy" as the string name for tf.losses.softmaxCrossEntropy'),new ValueError(r)}return e}function binaryAccuracy(e,t){return tidy(function(){var r=mul(getScalar(.5),onesLike(t)),n=cast$1(greater(t,r),e.dtype);return mean(equal(e,n),-1)})}function categoricalAccuracy(e,t){return tidy(function(){return cast$1(equal(argMax(e,-1),argMax(t,-1)),"float32")})}function truePositives(e,t){return tidy(function(){var r=getScalar(1);return logicalAnd(e.equal(r),t.equal(r)).sum().cast("float32")})}function falseNegatives(e,t){return tidy(function(){var r=getScalar(1),n=getScalar(0);return logicalAnd(e.equal(r),t.equal(n)).sum().cast("float32")})}function falsePositives(e,t){return tidy(function(){var r=getScalar(1),n=getScalar(0);return logicalAnd(e.equal(n),t.equal(r)).sum().cast("float32")})}function precision(e,t){return tidy(function(){var r=getScalar(0),n=truePositives(e,t),a=falsePositives(e,t),o=n.add(a);return where(greater(o,r),n.div(o),r).cast("float32")})}function recall(e,t){return tidy(function(){var r=getScalar(0),n=truePositives(e,t),a=falseNegatives(e,t),o=n.add(a);return where(greater(o,r),n.div(o),r).cast("float32")})}function binaryCrossentropy$1(e,t){return binaryCrossentropy(e,t)}function sparseCategoricalAccuracy(e,t){return e.rank===t.rank&&(e=e.squeeze([e.rank-1])),(t=t.argMax(-1)).dtype!==e.dtype&&(t=t.asType(e.dtype)),equal(e,t).asType("float32")}var mse$1=meanSquaredError$1,MSE$1=meanSquaredError$1,mae$1=meanAbsoluteError,MAE$1=meanAbsoluteError,mape$1=meanAbsolutePercentageError,MAPE$1=meanAbsolutePercentageError,categoricalCrossentropy$1=categoricalCrossentropy,cosine$1=cosineProximity,sparseCategoricalCrossentropy$1=sparseCategoricalCrossentropy;function get$1(e){var t={binaryAccuracy:binaryAccuracy,categoricalAccuracy:categoricalAccuracy,precision:precision,categoricalCrossentropy:categoricalCrossentropy$1,sparseCategoricalCrossentropy:sparseCategoricalCrossentropy$1,mse:mse$1,MSE:MSE$1,mae:mae$1,MAE:MAE$1,mape:mape$1,MAPE:MAPE$1,cosine:cosine$1};if("string"==typeof e&&e in t)return t[e];if("string"!=typeof e&&null!=e)return e;throw new ValueError("Unknown metric "+e)}function getOptimizer(e){var t={Adagrad:function(){return train.adagrad(.01)},Adadelta:function(){return train.adadelta(1,.95,epsilon())},Adam:function(){return train.adam(.001,.9,.999,epsilon())},Adamax:function(){return train.adamax(.002,.9,.999,epsilon(),0)},RMSProp:function(){return train.rmsprop(.001,.9,0,epsilon())},SGD:function(){return train.sgd(.01)}};if(t.adagrad=t.Adagrad,t.adadelta=t.Adadelta,t.adam=t.Adam,t.adamax=t.Adamax,t.rmsprop=t.RMSProp,t.sgd=t.SGD,e in t)return t[e]();throw new ValueError("Unknown Optimizer "+e)}function printSummary(e,t,r,n){void 0===n&&(n=console.log);var a,o=isModelSequentialLike(e),i=["Layer (type)","Output shape","Param #"];if(o?(t=t||65,r=r||[.45,.85,1]):(t=t||98,r=r||[.33,.55,.67,1]),r[r.length-1]<=1&&(r=r.map(function(e){return Math.floor(t*e)})),!o)for(var s in i.push("Receives inputs"),a=[],e.nodesByDepth)a.push.apply(a,e.nodesByDepth[s]);n("_".repeat(t)),printRow(i,r,n),n("=".repeat(t));for(var u=e.layers,l=0;l<u.length;++l)o?printLayerSummary(u[l],r,n):printLayerSummaryWithConnections(u[l],r,a,n),n((l===u.length-1?"=":"_").repeat(t));e.checkTrainableWeightsConsistency();var p=countTrainableParams(e),c=countParamsInWeights(e.nonTrainableWeights);n("Total params: "+(p+c)),n("Trainable params: "+p),n("Non-trainable params: "+c),n("_".repeat(t))}function countTrainableParams(e){return null!=e.collectedTrainableWeights?countParamsInWeights(e.collectedTrainableWeights):countParamsInWeights(e.trainableWeights)}function isModelSequentialLike(e){var t=!0,r=[],n=[];for(var a in e.nodesByDepth)r.push(e.nodesByDepth[a]);for(var o=0,i=r;o<i.length;o++){var s=i[o];if(s.length>1||1===s.length&&s[0].inboundLayers.length>1){t=!1;break}n.push.apply(n,s)}if(t)for(var u=0,l=e.layers;u<l.length;u++){for(var p=!1,c=0,d=l[u].inboundNodes;c<d.length;c++){var h=d[c];if(-1!==n.indexOf(h)){if(p){t=!1;break}p=!0}}if(!t)break}return t}function printRow(e,t,r){void 0===r&&(r=console.log);for(var n="",a=0;a<e.length;++a)a>0&&(n=n.slice(0,n.length-1)+" "),n=(n+=e[a]).slice(0,t[a]),n+=" ".repeat(t[a]-n.length);r(n)}function printLayerSummary(e,t,r){var n;try{n=JSON.stringify(e.outputShape)}catch(e){n="multiple"}printRow([e.name+" ("+e.getClassName()+")",n,e.countParams().toString()],t,r)}function printLayerSummaryWithConnections(e,t,r,n){var a;try{a=JSON.stringify(e.outputShape)}catch(e){a="multiple"}for(var o=[],i=0,s=e.inboundNodes;i<s.length;i++){var u=s[i];if(!(null!=r&&r.length>0&&-1===r.indexOf(u)))for(var l=0;l<u.inboundLayers.length;++l){var p=u.inboundLayers[l].name,c=u.nodeIndices[l],d=u.tensorIndices[l];o.push(p+"["+c+"]["+d+"]")}}var h=e.name,f=e.getClassName(),m=0===o.length?"":o[0];for(printRow([h+" ("+f+")",a,e.countParams().toString(),m],t,n),l=1;l<o.length;++l)printRow(["","","",o[l]],t,n)}function deserialize(e,t){return void 0===t&&(t={}),deserializeKerasObject(e,serialization.SerializationMap.getMap().classNameMap,t,"layer")}function isArrayItemInputOrOutputName(e,t,r){return("inboundNodes"===e||"outputLayers"===e||"inputLayers"===e)&&0===t&&"string"==typeof r}function convertPythonicToTs(e,t){if(null===e)return null;if("string"==typeof e)return toCamelCase(e);if("number"==typeof e||"boolean"==typeof e)return e;if(e instanceof Array){for(var r=[],n=e.length,a=0;a<n;++a){var o=e[a];isArrayItemInputOrOutputName(t,a,o)?r.push(o):r.push(convertPythonicToTs(o,t))}return r}for(var i={},s=0,u=Object.keys(e);s<u.length;s++){var l=u[s],p=e[l];if("name"===l&&"string"==typeof p)i[l]=p;else{var c=toCamelCase(l);i[c]=convertPythonicToTs(p,c)}}return i}function convertTsToPythonic(e,t){if(null===e||void 0===e)return null;if("string"==typeof e)return toSnakeCase(e);if("number"==typeof e||"boolean"==typeof e)return e;if(e instanceof Array){for(var r=[],n=e.length,a=0;a<n;++a){var o=e[a];isArrayItemInputOrOutputName(t,a,o)?r.push(o):r.push(convertTsToPythonic(o,t))}return r}for(var i={},s=0,u=Object.keys(e);s<u.length;s++){var l=u[s],p=e[l];i[toSnakeCase(l)]="name"!==l&&"className"!==l||"string"!=typeof p?convertTsToPythonic(p,l):p}return i}var version$1="0.9.1";function assertFeedCompatibility(e,t){if(null==e.dtype||e.dtype===t.dtype)return t;try{return cast(t,e.dtype)}catch(r){throw new ValueError("The dtype of the feed ("+t.dtype+") can not be cast to the dtype of the key '"+e.name+"' ("+e.dtype+").")}}var FeedDict=function(){function e(t){if(this.id2Value={},this.name2Id={},t instanceof e)for(var r in t.id2Value)this.id2Value[r]=t.id2Value[r];else{if(null==t)return;for(var n=0,a=t;n<a.length;n++){var o=a[n];this.add(o.key,o.value)}}}return e.prototype.add=function(e,t){if(null!=this.id2Value[e.id])throw new ValueError("Duplicate key: name="+e.name+", id="+e.id);return this.id2Value[e.id]=assertFeedCompatibility(e,t),this.name2Id[e.name]=e.id,this},e.prototype.addFeed=function(e){this.add(e.key,e.value)},e.prototype.hasKey=function(e){return null!=this.id2Value[e.id]},e.prototype.names=function(){return Object.keys(this.name2Id)},e.prototype.getValue=function(e){if(e instanceof SymbolicTensor){if(null==this.id2Value[e.id])throw new ValueError("Nonexistent key: "+e.name);return this.id2Value[e.id]}var t=this.name2Id[e];if(null==t)throw new ValueError("Feed dict has no SymbolicTensor name: "+e);return this.id2Value[t]},e}(),cachedSorted={},cachedRecipientCounts={};function execute(e,t,r,n){for(var a=null!=r&&r.training,o=Array.isArray(e),i=o?e:[e],s=i.map(function(e){return e.name}),u=[],l=t.names(),p=0,c=s;p<c.length;p++){var d=c[p];-1!==l.indexOf(d)?u.push(t.getValue(d)):u.push(null)}null!=n&&(n.maxNumTensors=-1/0,n.minNumTensors=1/0);var h,f,m=s.join(",")+"|"+t.names().join(",");if(null==cachedSorted[m]){var g=getTopologicalSortAndRecipientCounts(i,t);h=g.sorted,f=g.recipientCounts,cachedSorted[m]=h,cachedRecipientCounts[m]=f}h=cachedSorted[m],f={},a||Object.assign(f,cachedRecipientCounts[m]);for(var y=new FeedDict(t),v=0;v<h.length;++v){if(null!=n){var x=memory().numTensors;x>n.maxNumTensors&&(n.maxNumTensors=x),x<n.minNumTensors&&(n.minNumTensors=x)}var b=h[v];if(!(b.sourceLayer instanceof InputLayer)){for(var w=[],N=[],S=0,T=b.inputs;S<T.length;S++){var E=T[S],I=y.getValue(E);w.push(I),a||(f[E.name]--,0!==f[E.name]||t.hasKey(E)||-1!==s.indexOf(E.name)||I.isDisposed||N.push(I))}for(var _=toList(b.sourceLayer.apply(w,r)),C=getNodeOutputs(b),A=Array.isArray(C)?C:[C],P=0;P<A.length;++P){y.hasKey(A[P])||y.add(A[P],_[P]);var k=s.indexOf(A[P].name);-1!==k&&(u[k]=_[P])}a||dispose(N)}}return o?u:u[0]}function getTopologicalSortAndRecipientCounts(e,t){util.assert(null!=e&&e.length>0,"Exepcted at least one fetch, got none");var r=[],n={};if(1===e.length){var a=getTopologicalSortAndRecipientCountsForOneFetch(e[0],t);r=a.sorted,n=a.recipientMap}else for(var o=new Set,i=0,s=e;i<s.length;i++){for(var u=getTopologicalSortAndRecipientCountsForOneFetch(s[i],t),l=u.sorted,p=u.recipientMap,c=0,d=l;c<d.length;c++){var h=d[c];o.has(h.name)||(r.push(h),o.add(h.name))}var f=function(e){null==n[e]&&(n[e]=new Set),p[e].forEach(function(t){return n[e].add(t)})};for(var m in p)f(m)}return{sorted:r,recipientCounts:recipientMap2Counts(n)}}function recipientMap2Counts(e){var t={};for(var r in e)t[r]=e[r].size;return t}function getTopologicalSortAndRecipientCountsForOneFetch(e,t){for(var r=new Set,n=[],a={},o=0,i=t.names();o<i.length;o++){var s=i[o];r.add(s)}var u=[],l=[];for(u.push(e);u.length>0;){var p=u[u.length-1];if(r.has(p.name))u.pop();else{var c=l[l.length-1]===u.length-1;if(0===p.inputs.length||c)u.pop(),n.push(p),r.add(p.name),c&&l.pop();else{l.push(u.length-1);for(var d=0,h=p.inputs;d<h.length;d++){var f=h[d];null==a[f.name]&&(a[f.name]=new Set),a[f.name].add(p.name),r.has(f.name)||u.push(f)}}}}return{sorted:n,recipientMap:a}}function getNodeOutputs(e){var t;if(1===e.sourceLayer.inboundNodes.length)t=e.sourceLayer.output;else{for(var r=null,n=0;n<e.sourceLayer.inboundNodes.length;++n)for(var a=0,o=e.sourceLayer.inboundNodes[n].outputTensors;a<o.length;a++)if(o[a].id===e.id){r=n;break}t=e.sourceLayer.getOutputAt(r)}return t}function preprocessWeightsForLoading(e,t,r,n){if(!r.startsWith("2."))throw new ValueError("Unsupported Keras version in weights being loaded: "+r);return t}function loadTensor(e,t,r){var n=stringToDType(e);return Tensor.make(t,{values:0===t.length?r:util.flatten(r)},n)}function loadWeightsFromJson(e,t,r){void 0===r&&(r=!1);for(var n=e.keras_version,a=e.backend,o=t.map(function(e){return e.name}),i={},s=0,u=t;s<u.length;s++)null!=(x=u[s]).name&&(null==i[x.name]&&(i[x.name]=[]),i[x.name].push(x));for(var l=e.weights,p=[],c=0;c<o.length;++c){var d=o[c],h=l[d];null==h&&(h=[]);for(var f=[],m=0;m<h.length;++m){var g=h[m];f.push(new LayerVariable(loadTensor(g.dtype,g.shape,g.value)))}for(var y=0,v=i[d];y<v.length;y++){var x,b=(x=v[y]).weights;if((f=preprocessWeightsForLoading(x,f,n,a)).length!==b.length){if(!r)throw new ValueError("Layer #"+c+' (named "'+x.name+'") expects '+b.length+" weight(s), but the saved weights have "+f.length+" element(s).");console.warn("Skipping loading of weights of layer "+x.name+" due to mismatch in number of weights: ("+f.length+" vs "+b.length+").")}for(var w=0;w<f.length;++w)!r||util.arraysEqual(b[w].shape,f[w].shape)?p.push([b[w],f[w].read()]):console.warn("Skipping loading of weights for layer "+x.name+" due to mismatch in shape ("+b[w].shape+" vs "+f[w].shape+")")}}batchSetValue(p)}function loadWeightsFromNamedTensorMap(e,t,r){void 0===r&&(r=!0);for(var n={},a=0,o=0,i=t;o<i.length;o++)for(var s=0,u=i[o].weights;s<u.length;s++){var l=u[s];if(null!=n[l.originalName])throw new ValueError("Duplicate weight name: "+l.originalName);n[l.originalName]=l,a++}var p=[];for(var c in e){if(null!=n[c])p.push([n[c],e[c]]);else if(r)throw new ValueError("Provided weight data has no target variable: "+c);delete n[c]}if(r){var d=[];for(var h in n)d.push(h);if(d.length>0)throw new ValueError(d.length+" of "+a+" weights are not set: "+d)}batchSetValue(p)}var Container=function(e){function t(r){var n=e.call(this,{})||this;if(n.containerNodes=new Set,n.name=r.name,null==n.name){var a=n.getClassName().toLowerCase();n.name=getUid(a)}if(n.supportsMasking=!1,n.trainable=!0,n.updatable=!0,Array.isArray(r.inputs)?n.inputs=r.inputs.slice():n.inputs=[r.inputs],Array.isArray(r.outputs)?n.outputs=r.outputs.slice():n.outputs=[r.outputs],unique(n.inputs).length!==n.inputs.length)throw new ValueError("The list of inputs passed to the model is redundant. All inputs should only appear once. Found: "+n.inputs.map(function(e){return e.name}));unique(n.outputs).length!==n.outputs.length&&console.warn("The list of outputs passed to the model is redundant. All outputs should only appear once. Found: "+n.outputs.map(function(e){return e.name})),n.inputLayers=[],n.inputLayersNodeIndices=[],n.inputLayersTensorIndices=[],n.outputLayers=[],n.outputLayersNodeIndices=[],n.outputLayersTensorIndices=[],n.layers=[];for(var o=0,i=n.outputs;o<i.length;o++){var s=(I=i[o]).sourceLayer,u=I.nodeIndex,l=I.tensorIndex;n.outputLayers.push(s),n.outputLayersNodeIndices.push(u),n.outputLayersTensorIndices.push(l)}for(var p=0,c=n.inputs;p<c.length;p++)s=(I=c[p]).sourceLayer,u=I.nodeIndex,l=I.tensorIndex,assert$1(0===u,"input layer has >1 nodes"),assert$1(0===l,"input layer has >1 tensors"),n.inputLayers.push(s),n.inputLayersNodeIndices.push(u),n.inputLayersTensorIndices.push(l);n.inputNames=[],n.outputNames=[],n.feedInputShapes=[],n.feedInputNames=[],n.feedOutputNames=[];for(var d=0;d<n.inputLayers.length;d++){if(!((s=n.inputLayers[d])instanceof InputLayer))throw new TypeError("Input layers to a Model must be InputLayer objects. Received inputs: "+r.inputs+". Input "+d+" (0-based) originates from layer type "+s.getClassName()+".");n.inputNames.push(s.name),n.feedInputShapes.push(s.batchInputShape),n.feedInputNames.push(s.name)}for(var h=0,f=n.outputLayers;h<f.length;h++)s=f[h],n.outputNames.push(s.name);n.internalInputShapes=n.inputs.map(function(e){return e.shape}),n.internalOutputShapes=n.outputs.map(function(e){return e.shape});for(var m={},g={},y={},v={},x={},b=[],w=function(e,r,a,o,i,s){null!=o&&null!=i&&null!=s||(o=e.sourceLayer,i=e.nodeIndex,s=e.tensorIndex);var u=o.inboundNodes[i];if(-1!==a.indexOf(u))throw new RuntimeError("The tensor "+e.name+' at layer "'+o.name+'" is part of a cycle.');if(-1===r.indexOf(u)){n.containerNodes.add(t.nodeKey(o,i)),o.id in x||(x[o.id]=Object.keys(x).length),-1===a.indexOf(u)&&a.push(u);for(var l=u.inboundLayers.length,p=0;p<l;p++){var c=u.inputTensors[p],d=u.inboundLayers[p],h=u.nodeIndices[p],f=u.tensorIndices[p];w(c,r,a,d,h,f)}for(r.push(u);a.indexOf(u)>=0;)a.splice(a.indexOf(u),1);b.push(u)}},N=[],S=[],T=0,E=n.outputs;T<E.length;T++){var I=E[T];w(I,N,S)}for(var _=0,C=b.slice().reverse();_<C.length;_++){g[(Y=C[_]).id]=Y,Y.id in m||(m[Y.id]=0);var A=m[Y.id],P=null==y[Y.outboundLayer.id]?0:y[Y.outboundLayer.id];for(A=Math.max(A,P),y[Y.outboundLayer.id]=A,v[Y.outboundLayer.id]=Y.outboundLayer,m[Y.id]=A,d=0;d<Y.inboundLayers.length;d++){var k=Y.inboundLayers[d],D=(u=Y.nodeIndices[d],k.inboundNodes[u]),R=null==m[D.id]?0:m[D.id];m[D.id]=Math.max(A+1,R),g[D.id]=D}}var O={};for(var M in m)(A=m[M])in O||(O[A]=[]),O[A].push(g[M]);var z={};for(var L in y)(A=y[L])in z||(z[A]=[]),z[A].push(v[L]);var F=Object.keys(z).map(function(e){return parseInt(e,10)}).sort(reverseNumberCompare);n.layers=[];for(var V=0,B=F;V<B.length;V++){var $=z[A=B[V]];$.sort(function(e,t){var r=x[e.id],n=x[t.id];return r<n?-1:r>n?1:0});for(var U=0,W=$;U<W.length;U++)s=W[U],n.layers.push(s)}n.layersByDepth=z,F=Object.keys(O).map(function(e){return parseInt(e,10)}).sort(reverseNumberCompare);for(var q=n.inputs.slice(),H=[],G=0,j=F;G<j.length;G++)for(var K=0,X=O[A=j[G]];K<X.length;K++){var Y;if(null!=(s=(Y=X[K]).outboundLayer)){for(var Z=0,J=Y.inputTensors;Z<J.length;Z++)if(I=J[Z],-1===q.indexOf(I))throw new RuntimeError("Graph disconnected: cannot obtain value for tensor "+I+' at layer "'+s.name+'". The following previous layers were accessed without issue: '+H);for(var Q=0,ee=Y.outputTensors;Q<ee.length;Q++)I=ee[Q],q.push(I);H.push(s.name)}}n.nodesByDepth=O;for(var te=n.layers.map(function(e){return e.name}),re=function(e){var t=te.filter(function(t){return t===e}).length;if(1!==t)throw new RuntimeError('The name "'+e+'" is used '+t+" times in the model. All layer names should be unique. Layer names: "+JSON.stringify(te))},ne=0,ae=te;ne<ae.length;ne++)re(ae[ne]);return n.outboundNodes=[],n.inboundNodes=[],new Node({outboundLayer:n,inboundLayers:[],nodeIndices:[],tensorIndices:[],inputTensors:n.inputs,outputTensors:n.outputs,inputMasks:n.inputs.map(function(e){return null}),outputMasks:n.outputs.map(function(e){return null}),inputShapes:n.inputs.map(function(e){return e.shape}),outputShapes:n.outputs.map(function(e){return e.shape})}),n.built=!0,n._refCount=1,n}return __extends$1(t,e),t.prototype.assertNotDisposed=function(){if(0===this._refCount)throw new Error("Container '"+this.name+"' is already disposed.")},t.prototype.dispose=function(){this.assertNotDisposed();var e={refCountAfterDispose:null,numDisposedVariables:0};if(0==--this._refCount)for(var t=0,r=this.layers;t<r.length;t++){var n=r[t];e.numDisposedVariables+=n.dispose().numDisposedVariables}return e.refCountAfterDispose=this._refCount,e},Object.defineProperty(t.prototype,"trainableWeights",{get:function(){if(this._trainableWeights.length>0)throw new ValueError("Container instance unexpectedly contains _trainableWeights.The trainable weights of a Container are a union of the trainable weights of its consituent Layers. Its own _trainableWeights must remain an empty Array.");if(!this.trainable)return[];for(var e=[],t=0,r=this.layers;t<r.length;t++){var n=r[t];e=e.concat(n.trainableWeights)}return e},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"nonTrainableWeights",{get:function(){for(var e=[],t=0,r=this.layers;t<r.length;t++){var n=r[t];e.push.apply(e,n.nonTrainableWeights)}if(!this.trainable){for(var a=[],o=0,i=this.layers;o<i.length;o++)n=i[o],a.push.apply(a,n.trainableWeights);return a.concat(e)}return e},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"weights",{get:function(){return this.trainableWeights.concat(this.nonTrainableWeights)},enumerable:!0,configurable:!0}),t.prototype.loadWeights=function(e,t,r,n){void 0===t&&(t=!1),void 0===r&&(r=!1),void 0===n&&(n=!0),r?loadWeightsFromNamedTensorMap(e,this.layers,n):loadWeightsFromJson(e,this.layers,t)},t.prototype.updatedConfig=function(){var e=this.getConfig();return{className:this.getClassName(),config:e,kerasVersion:"tfjs-layers "+version$1,backend:"TensorFlow.js"}},t.prototype.toJSON=function(e,t){void 0===t&&(t=!0);var r=convertTsToPythonic(this.updatedConfig());return t?JSON.stringify(r):r},t.prototype.call=function(e,t){var r=this;return tidy(function(){e=toList(e);for(var n=new FeedDict,a=0;a<r.inputs.length;++a)n.add(r.inputs[a],e[a]);return execute(r.outputs,n,t)})},t.prototype.computeMask=function(e,t){var r=this;return tidy(function(){var n;return e=toList(e),n=null==t?pyListRepeat(null,e.length):toList(t),r.runInternalGraph(e,n)[1]})},t.prototype.computeOutputShape=function(e){var t=normalizeShapeList(e);if(t.length!==this.inputLayers.length)throw new ValueError("Invalid inputShape argument "+e+": model has "+this.inputLayers.length+" tensor inputs.");for(var r={},n=0;n<t.length;n++){var a=this.inputLayers[n],o=t[n];r[S=a.name+"_0_0"]=o}var i=Object.keys(this.nodesByDepth).map(function(e){return parseInt(e,10)}).sort(reverseNumberCompare);if(i.length>1)for(var s=0,u=i;s<u.length;s++)for(var l=u[s],p=0,c=this.nodesByDepth[l];p<c.length;p++){var d=c[p];if(a=d.outboundLayer,-1===this.inputLayers.map(function(e){return e.id}).indexOf(a.id)){for(var h=[],f=0;f<d.inboundLayers.length;f++){var m=d.inboundLayers[f],g=d.nodeIndices[f],y=d.tensorIndices[f],v=r[S=m.name+"_"+g+"_"+y];h.push(v)}var x=normalizeShapeList(a.computeOutputShape(singletonOrArray(h))),b=a.inboundNodes.indexOf(d);for(f=0;f<x.length;f++)r[S=a.name+"_"+b+"_"+f]=x[f]}}var w=[],N=[];for(n=0;n<this.outputLayers.length;n++){a=this.outputLayers[n],b=this.outputLayersNodeIndices[n],y=this.outputLayersTensorIndices[n];var S=a.name+"_"+b+"_"+y;N.push(S)}for(n=0;n<N.length;n++){var T=N[n];assert$1(T in r),w.push(r[T])}return singletonOrArray(w)},t.prototype.runInternalGraph=function(e,t){null==t&&(t=pyListRepeat(null,e.length));for(var r={},n=0;n<this.inputs.length;++n){var a=this.inputs[n],o=e[n],i=t[n];r[a.id]=[o,i]}for(var s=0,u=Object.keys(this.nodesByDepth).map(function(e){return parseInt(e,10)}).sort(reverseNumberCompare);s<u.length;s++)for(var l=u[s],p=0,c=this.nodesByDepth[l];p<c.length;p++){for(var d=c[p],h=d.outboundLayer,f=d.inputTensors,m=d.outputTensors,g=new Array,y=0,v=f;y<v.length;y++)(a=v[y]).id in r&&g.push(r[a.id]);if(g.length===f.length){var x={},b=void 0,w=void 0,N=void 0,S=void 0;if(null!=d.callArgs&&(x=d.callArgs),1===g.length){var T=g[0],E=T[0],I=T[1];null==x.mask&&(x.mask=I),N=toList(h.call(E,x)),S=toList(h.computeMask(E,I)),b=[E],w=[I]}else b=g.map(function(e){return e[0]}),w=g.map(function(e){return e[1]}),null==x.mask&&(x.mask=w),N=toList(h.call(b,x)),S=toList(h.computeMask(b,w));if(h.activityRegularizer)throw new NotImplementedError("Model invocation with concrete Tensor value(s) in the presence of activity regularizer(s) is not supported yet.");for(n=0;n<m.length;++n)a=m[n],o=N[n],i=S[n],r[a.id]=[o,i]}}for(var _=[],C=[],A=[],P=0,k=this.outputs;P<k.length;P++){assert$1((a=k[P]).id in r,"Could not compute output "+a.name+" : "+a.id);var D=r[a.id],R=D[0];i=D[1],A.push(R.shape),_.push(R),C.push(i)}return[_,C,A]},t.prototype.buildNodeConversionMap=function(e){for(var r,n={},a=0,o=this.layers;a<o.length;a++){var i=o[a];r=i instanceof t?1:0;for(var s=0;s<i.inboundNodes.length;s++){var u=t.nodeKey(i,s);this.containerNodes.has(u)&&(n[u]=r,r+=1)}}return n},t.prototype.getLayer=function(e,t){if(null!=t){if(this.layers.length<=t)throw new ValueError("Was asked to retrieve layer at index "+t+", but model only has "+this.layers.length+" layer(s).");return this.layers[t]}if(null==e)throw new ValueError("Provide either a layer name or layer index");for(var r=0,n=this.layers;r<n.length;r++){var a=n[r];if(a.name===e)return a}throw new ValueError("No such layer: "+e)},t.prototype.calculateLosses=function(){var e=this;return tidy(function(){for(var r=[],n=0,a=e.layers;n<a.length;n++)for(var o=a[n],i=0;i<o.inboundNodes.length;++i){var s=t.nodeKey(o,i);e.containerNodes.has(s)&&r.push.apply(r,o.calculateLosses())}return r})},t.prototype.getConfig=function(){for(var e={name:this.name},r=this.buildNodeConversionMap(this.layers),n=[],a=0,o=this.layers;a<o.length;a++){for(var i=(x=o[a]).getClassName(),s=x.getConfig(),u=[],l=0;l<x.inboundNodes.length;l++){var p=x.inboundNodes[l],c=t.nodeKey(x,l),d={};if(this.containerNodes.has(c)){if(p.callArgs)try{JSON.stringify(p.callArgs),d=p.callArgs}catch(e){console.warn("Layer "+x.name+" was passed non-serializable keyword arguments: "+p.callArgs+". They will not be included in the serialized model (and thus will be missing at deserialization time)."),d={}}if(p.inboundLayers.length>0){for(var h=[],f=0;f<p.inboundLayers.length;f++){var m=p.inboundLayers[f],g=p.nodeIndices[f],y=p.tensorIndices[f];null==(w=r[t.nodeKey(m,g)])&&(w=0),h.push([m.name,w,y,d])}u.push(h)}}}n.push({name:x.name,className:i,config:s,inboundNodes:u})}e.layers=n;var v=[];for(f=0;f<this.inputLayers.length;f++){var x=this.inputLayers[f];g=this.inputLayersNodeIndices[f],c=t.nodeKey(x,g),this.containerNodes.has(c)&&(null!==(w=r[c])&&void 0!==w||(w=0),y=this.inputLayersTensorIndices[f],v.push([x.name,w,y]))}e.inputLayers=v;var b=[];for(f=0;f<this.outputLayers.length;f++){var w;if(x=this.outputLayers[f],g=this.outputLayersNodeIndices[f],c=t.nodeKey(x,g),this.containerNodes.has(c))null!==(w=r[c])&&void 0!==w||(w=0),y=this.outputLayersTensorIndices[f],b.push([x.name,w,y])}return e.outputLayers=b,e},t.fromConfig=function(e,t){var r={},n={};function a(e,t){e.name in n?n[e.name].push(t):n[e.name]=[t]}function o(e,t){for(var n,o=[],i=0,s=t;i<s.length;i++){var u=s[i],l=u[0],p=u[1],c=u[2];if(3===u.length)n={};else{if(4!==u.length)throw new ValueError("Improperly formatted model config for layer "+JSON.stringify(e)+": "+JSON.stringify(u));n=u[3]}if(!(l in r))return void a(e,t);var d=r[l];if(d.inboundNodes.length<=p)return void a(e,t);var h=d.inboundNodes[p];o.push(h.outputTensors[c])}o.length>0&&e.apply(singletonOrArray(o),n)}function i(e){var n=e.name,o=deserialize(e,null!=t.customObjects?t.customObjects:{});r[n]=o;for(var i=0,s=e.inboundNodes;i<s.length;i++){var u=s[i];if(!(u instanceof Array))throw new ValueError("Corrupted configuration, expected array for nodeData: "+u);a(o,u)}}for(var s=t.name,u=t.layers,l=0,p=u;l<p.length;l++)i(h=p[l]);for(;!isObjectEmpty(n);)for(var c=0,d=u;c<d.length;c++){var h=d[c];if((_=r[h.name]).name in n){var f=n[_.name];delete n[_.name];for(var m=0,g=f;m<g.length;m++)o(_,g[m])}}for(var y=[],v=[],x=0,b=t.inputLayers;x<b.length;x++){var w=(h=b[x])[0],N=h[1],S=h[2];assert$1(w in r);var T=(_=r[w]).inboundNodes[N].outputTensors;y.push(T[S])}for(var E=0,I=t.outputLayers;E<I.length;E++){var _;w=(h=I[E])[0],N=h[1],S=h[2],assert$1(w in r),T=(_=r[w]).inboundNodes[N].outputTensors,v.push(T[S])}return new e({inputs:y,outputs:v,name:s})},Object.defineProperty(t.prototype,"stateful",{get:function(){if(this._stateful)throw new ValueError("Container instance unexpectedly has _stateful = true. The statefulness of a Container is determined by the Layers it contains. Its _stateful property must remain the default false.");for(var e=0,t=this.layers;e<t.length;e++)if(t[e].stateful)return!0;return!1},enumerable:!0,configurable:!0}),t.prototype.resetStates=function(){var e=this;tidy(function(){e.layers.forEach(function(e){e.stateful&&e.resetStates()})})},t}(Layer),DEFAULT_VALIDATION_BATCH_SIZE=32;function standardizeDataIteratorOutput(e,t){if(e.outputs.length>1)throw new NotImplementedError("Support for training a model with multiple output tensors with a dataset object is not implemented yet.");util.assert(Array.isArray(t)&&2===t.length,"Dataset iterator for fitDataset() is expected to generate an Array of length 2: `[xs, ys]`, but instead generates "+t);var r=(t=t)[1],n=t[0];if(n instanceof Tensor)return util.assert(1===e.inputs.length,"Model has multiple "+e.inputs.length+" inputs, hence it expects the input dataset to generate a dictionary of tensors  (with keys "+JSON.stringify(e.inputNames)+", but received a single tensor."),util.assert(n.shape[0]===r.shape[0],"Mismatch in batch size between x and y tensors ("+n.shape[0]+" vs. "+r.shape[0]+")"),[n,r];var a=void 0;n=n;for(var o=[],i=0,s=e.inputNames;i<s.length;i++){var u=s[i];if(null==n[u])throw new ValueError("The feature data generated by the dataset lacks the required input key '"+u+"'.");o.push(n[u]),null==a?a=n[u].shape[0]:util.assert(n[u].shape[0]===a,"Mismatch in batch size between x and y tensors ("+n[u].shape[0]+" vs. "+r.shape[0]+")")}return o.concat(r)}function standardizeTensorValidationData(e){if(3===e.length)throw new NotImplementedError("Validation with sample weights is not implemented yet.");return{xs:e[0],ys:e[1]}}function fitDataset(e,t,r){return __awaiter$1(this,void 0,void 0,function(){var n,a,o,i,s,u,l,p,c,d,h,f,m,g,y,v,x,b,w,N,S,T,E,I,_,C;return __generator$1(this,function(A){switch(A.label){case 0:if(n=null!=r.batchesPerEpoch,util.assert(null!=e.optimizer,"You must compile a model before training/testing. Use Model.compile(modelCompileConfig)."),util.assert(null!=r,"For fitDataset(), the 2nd argument (config) is required, but it is not provided in this call."),util.assert(null!=r.epochs&&r.epochs>0&&Number.isInteger(r.epochs),"For fitDataset(), config.epochs is expected to be a positive integer, but got "+r.epochs),util.assert(!n||r.batchesPerEpoch>0&&Number.isInteger(r.batchesPerEpoch),"For fitDataset(), config.batchesPerEpoch is expected to be a positive integer if specified, but got "+r.batchesPerEpoch),util.assert(null==r.validationSplit,"`validationSplit` is not supported by `fitDataset()`. Use validationData instead."),e.isTraining)throw new Error("Cannot start training because another fit() call is ongoing.");e.isTraining=!0,A.label=1;case 1:return A.trys.push([1,,21,22]),a=null!=r.validationData,o=void 0,i=void 0,a&&(isDatasetObject(r.validationData)?util.assert(null==r.validationBatches||r.validationBatches>0&&Number.isInteger(r.validationBatches),"For fitDataset() with dataset-based validation, config.validationBatches is expected not to be provided, or to be a positive integer, but got "+r.validationBatches):(s=standardizeTensorValidationData(r.validationData),o=s.xs,i=s.ys)),u=e.makeTrainFunction(),l=e.getDedupedMetricsNames(),p=void 0,p=a?l.slice().concat(l.map(function(e){return"val_"+e})):l.slice(),c=standardizeCallbacks(r.callbacks),d=configureCallbacks(c,r.yieldEvery,r.verbose,r.epochs,null,null,r.batchesPerEpoch,null,a,p),h=d.callbackList,f=d.history,h.setModel(e),e.history=f,[4,h.onTrainBegin()];case 2:return A.sent(),e.stopTraining_=!1,m=null==r.initialEpoch?0:r.initialEpoch,g={},[4,t.iterator()];case 3:y=A.sent(),A.label=4;case 4:return m<r.epochs?[4,h.onEpochBegin(m)]:[3,18];case 5:return A.sent(),v=0,x=0,n?[3,7]:[4,t.iterator()];case 6:y=A.sent(),A.label=7;case 7:return!n||v<r.batchesPerEpoch?[4,y.next()]:[3,16];case 8:if(b=A.sent(),n&&b.done)return console.warn("You provided `batchesPerEpoch` as "+r.batchesPerEpoch+", but your dataset iterator ran out of data after "+v+" batches; interrupting training. Make sure that your dataset can generate at least `batchesPerEpoch * epochs` batches (in this case, "+r.batchesPerEpoch*r.epochs+" batches). You may need to use the repeat() function when building your dataset."),[3,16];if(null==b.value)return[3,10];for(w=standardizeDataIteratorOutput(e,b.value),(N={}).batch=x,N.size=w[0].shape[0],h.onBatchBegin(x,N),S=u(w),dispose(w),C=0;C<l.length;++C)T=l[C],E=S[C],N[T]=E,keep(E);return[4,h.onBatchEnd(x,N)];case 9:A.sent(),disposeTensorsInLogs(N),x++,v++,A.label=10;case 10:return(n?v>=r.batchesPerEpoch:b.done)?a?(I=void 0,isDatasetObject(r.validationData)?(_=toList,[4,e.evaluateDataset(r.validationData,{batches:r.validationBatches})]):[3,12]):[3,14]:[3,15];case 11:return I=_.apply(void 0,[A.sent()]),[3,13];case 12:I=toList(e.evaluate(o,i,{batchSize:null==r.validationBatchSize?DEFAULT_VALIDATION_BATCH_SIZE:r.validationBatchSize,verbose:0})),A.label=13;case 13:for(C=0;C<e.metricsNames.length;++C)g["val_"+e.metricsNames[C]]=I[C];A.label=14;case 14:return[3,16];case 15:return e.stopTraining_?[3,16]:[3,7];case 16:return[4,h.onEpochEnd(m,g)];case 17:return A.sent(),m++,e.stopTraining_?[3,18]:[3,4];case 18:return[4,h.onTrainEnd()];case 19:return A.sent(),[4,e.history.syncData()];case 20:return A.sent(),[2,e.history];case 21:return e.isTraining=!1,[7];case 22:return[2]}})})}function isDatasetObject(e){return"function"==typeof e.iterator}function isLazyIteratorObject(e){return"function"==typeof e.next}function evaluateDataset(e,t,r){return __awaiter$1(this,void 0,void 0,function(){var n,a,o,i,s,u,l,p,c,d;return __generator$1(this,function(h){switch(h.label){case 0:if(n=null!=r.batches,a=e.testFunction,o=[],r.verbose>0)throw new NotImplementedError("Verbose mode is not implemented yet.");return util.assert(!n||r.batches>0&&Number.isInteger(r.batches),"Test loop expects `batches` to be a positive integer, but received "+JSON.stringify(r.batches)),isLazyIteratorObject(t)?(s=t,[3,3]):[3,1];case 1:return[4,t.iterator()];case 2:s=h.sent(),h.label=3;case 3:i=s,u=0,l=0,p=function(){var t,s,p,c,d,h;return __generator$1(this,function(f){switch(f.label){case 0:return[4,i.next()];case 1:if((t=f.sent()).value){if(s=standardizeDataIteratorOutput(e,t.value),p=tidy(function(){return a(s)}),dispose(s),0===l)for(h=0;h<p.length;++h)o.push(getScalar(0));for(c=s[0].shape[0],d=function(e){var t=p[e],r=o[e];o[e]=tidy(function(){return add(o[e],mul(getScalar(c),t))}),l>0&&dispose(r)},h=0;h<p.length;++h)d(h);dispose(p),u+=c,++l}return t.done?(n&&console.warn("Your dataset iterator ran out of data during evaluateDataset(). Interrupting evalution. Make sure that your dataset can generate at least `batches` batches (in this case, "+r.batches+" batches). You may need to use the repeat() function when building your dataset."),[2,"break"]):[2]}})},h.label=4;case 4:return!n||l<r.batches?[5,p()]:[3,6];case 5:return"break"===h.sent()?[3,6]:[3,4];case 6:for(c=function(e){var t=o[e];o[e]=tidy(function(){return div(o[e],getScalar(u))}),dispose(t)},d=0;d<o.length;++d)c(d);return[2,singletonOrArray(o)]}})})}function checkBatchSize(e){util.assert(e>0&&Number.isInteger(e),"batchSize is required to be a positive integer, but got "+e)}function sliceArrays(e,t,r){return null==e?[null]:Array.isArray(e)?e.map(function(e){return sliceAlongFirstAxis(e,t,r-t)}):sliceAlongFirstAxis(e,t,r-t)}function sliceArraysByIndices(e,t){return tidy(function(){return null==e?null:Array.isArray(e)?e.map(function(e){return sliceArraysByIndices(e,t)}):gather$1(e,"int32"===t.dtype?t:t.toInt())})}function makeBatches(e,t){for(var r=[],n=0,a=null;n<e;)(a=n+t)>=e&&(a=e),r.push([n,a]),n=a;return r}function fitLoop(e,t,r,n,a,o,i,s,u,l,p,c,d,h,f,m){return __awaiter$1(this,void 0,void 0,function(){var g,y,v,x,b,w,N,S;return __generator$1(this,function(T){switch(T.label){case 0:if(null==a&&(a=32),null==o&&(o=1),null==p&&(p=!0),null==d&&(d=0),g=!1,null!=u&&null!=l&&(g=!0),null!=f&&(g=!0,null==h))throw new ValueError("Can only use `validationSteps` when doing step-wise training, i.e., `stepsPerEpoch` must be set.");return null!=(y=e.checkNumSamples(r,a,h,"steps_per_epoch"))&&(v=range$1(0,y)),null==i&&(i=1),x=configureCallbacks(s,m,i,o,d,y,h,a,g,c),b=x.callbackList,w=x.history,b.setModel(e),e.history=w,[4,b.onTrainBegin()];case 1:T.sent(),e.stopTraining_=!1,N=function(o){var i,s,c,d,f;return __generator$1(this,function(m){switch(m.label){case 0:return[4,b.onEpochBegin(o)];case 1:if(m.sent(),i={},null==h)return[3,2];throw new NotImplementedError("stepsPerEpoch mode is not implemented yet.");case 2:if("batch"===p)throw new NotImplementedError("batch shuffling is not implemneted yet");p&&util.shuffle(v),s=tensor1d(v),c=makeBatches(y,a),d=function(o){var p;return __generator$1(this,function(d){switch(d.label){case 0:return p={},[4,b.onBatchBegin(o,p)];case 1:return d.sent(),tidy(function(){var d=c[o][0],h=c[o][1],f=sliceAlongFirstAxis(s,d,h-d);p.batch=o,p.size=h-d;for(var m=sliceArraysByIndices(r,f),y=t(m),v=0;v<n.length;++v){var x=n[v],b=y[v];p[x]=b,keep(b)}if(o===c.length-1&&g){var w=e.testLoop(u,l,a);for(v=0;v<n.length;++v)x=n[v],b=w[v],keep(b),i["val_"+x]=b}}),[4,b.onBatchEnd(o,p)];case 2:return d.sent(),disposeTensorsInLogs(p),e.stopTraining_?[2,"break"]:[2]}})},f=0,m.label=3;case 3:return f<c.length?[5,d(f)]:[3,6];case 4:if("break"===m.sent())return[3,6];m.label=5;case 5:return++f,[3,3];case 6:s.dispose(),m.label=7;case 7:return[4,b.onEpochEnd(o,i)];case 8:return m.sent(),e.stopTraining_?[2,"break"]:[2]}})},S=d,T.label=2;case 2:return S<o?[5,N(S)]:[3,5];case 3:if("break"===T.sent())return[3,5];T.label=4;case 4:return++S,[3,2];case 5:return[4,b.onTrainEnd()];case 6:return T.sent(),[4,e.history.syncData()];case 7:return T.sent(),[2,e.history]}})})}function fitTensors(e,t,r,n){return void 0===n&&(n={}),__awaiter$1(this,void 0,void 0,function(){var a,o,i,s,u,l,p,c,d,h,f,m,g,y,v,x,b,w,N;return __generator$1(this,function(S){switch(S.label){case 0:if(e.isTraining)throw new Error("Cannot start training because another fit() call is ongoing.");e.isTraining=!0,S.label=1;case 1:if(S.trys.push([1,,3,4]),checkBatchSize(p=null==n.batchSize?32:n.batchSize),c=e.standardizeUserData(t,r,!1,p),a=c[0],o=c[1],d=!1,h=void 0,null!=n.validationData&&n.validationData.length>0){if(d=!0,2!==n.validationData.length)throw 3===n.validationData.length?new NotImplementedError("validationData including sample weights is not supported yet."):new ValueError("When passing validation data, it must contain 2 (valX, valY) or 3 (valX, valY, valSampleWeight) items; "+n.validationData+" is invalid.");i=n.validationData[0],s=n.validationData[1],f=e.standardizeUserData(i,s,!0,p),u=f[0],l=f[1],h=u.concat(l)}else null!=n.validationSplit&&n.validationSplit>0&&n.validationSplit<1?(d=!0,m=Math.floor(a[0].shape[0]*(1-n.validationSplit)),g=a[0].shape[0],u=sliceArrays(a,m,g),a=sliceArrays(a,0,m),l=sliceArrays(o,m,g),o=sliceArrays(o,0,m),h=u.concat(l)):null!=n.validationSteps&&(d=!0);return y=a.concat(o),e.checkTrainableWeightsConsistency(),v=e.makeTrainFunction(),x=e.getDedupedMetricsNames(),b=void 0,w=void 0,d?(e.makeTestFunction(),b=e.testFunction,w=x.slice().concat(x.map(function(e){return"val_"+e}))):(b=null,h=[],w=x.slice()),N=standardizeCallbacks(n.callbacks),[4,fitLoop(e,v,y,x,p,n.epochs,n.verbose,N,b,h,n.shuffle,w,n.initialEpoch,null,null,n.yieldEvery)];case 2:return[2,S.sent()];case 3:return e.isTraining=!1,disposeNewTensors(a,t),disposeNewTensors(o,r),disposeNewTensors(u,i),disposeNewTensors(l,s),[7];case 4:return[2]}})})}function ensureTensorsRank2OrHigher(e){var t=[];e instanceof Tensor&&(e=[e]);for(var r=0;r<e.length;++r){var n=e[r];if(1===n.rank)t.push(expandDims$1(n,1));else{if(0===n.rank)throw new Error("Expected tensor to be at least 1D, but received a 0D tensor (scalar).");t.push(n)}}return t}function disposeNewTensors(e,t){if(null!=e){var r=[];if(t instanceof Tensor)r.push(t.id);else if(Array.isArray(t))t.forEach(function(e){return r.push(e.id)});else if(null!=t)for(var n in t){var a=t[n];r.push(a.id)}var o=[];if(e instanceof Tensor)-1===r.indexOf(e.id)&&o.push(e);else if(Array.isArray(e))e.forEach(function(e){-1===r.indexOf(e.id)&&o.push(e)});else if(null!=e)for(var i in e){var s=e[i];-1===r.indexOf(s.id)&&o.push(s)}o.forEach(function(e){e.isDisposed||e.dispose()})}}function isDataTensor(e){return e instanceof Tensor}function isDataArray(e){return Array.isArray(e)}function isDataDict(e){return!isDataTensor(e)&&!isDataArray(e)}function standardizeInputData(e,t,r,n,a){if(void 0===n&&(n=!0),void 0===a&&(a=""),null==t||0===t.length){if(null!=e){var o=!1;if(isDataArray(e)&&e.length>0)o=!0;else if(isDataDict(e)){for(var i in e)if(e.hasOwnProperty(i)){o=!0;break}}else o=!0;if(o)throw new ValueError("Error when checking model "+a+" expected no data, but got "+e)}return[]}if(null==e)return t.map(function(e){return null});var s;if(isDataDict(e)){e=e,s=[];for(var u=0,l=t;u<l.length;u++){var p=l[u];if(null==e[p])throw new ValueError('No data provided for "'+p+'". Need data for each key in: '+t);s.push(e[p])}}else if(isDataArray(e)){if((e=e).length!==t.length)throw new ValueError("Error when checking model "+a+": the Array of Tensors that you are passing to your model is not the size the model expected. Expected to see "+t.length+" Tensor(s), but instead got the following list of Tensor(s): "+e);s=e}else{if(e=e,t.length>1)throw new ValueError("The model "+a+" expects "+t.length+" Tensor(s), but only received one Tensor. Found: Tensor with shape "+e.shape);s=[e]}if(s=ensureTensorsRank2OrHigher(s),null!=r)for(var c=0;c<t.length;++c)if(null!=r[c]){var d=s[c];if(d.shape.length!==r[c].length)throw new ValueError("Error when checking "+a+": expected "+t[c]+" to have "+r[c].length+" dimension(s). but got array with shape "+d.shape);for(var h=0;h<r[c].length;++h)if(0!==h||n){var f=d.shape[h],m=r[c][h];if(null!=m&&m>=0&&f!==m)throw new ValueError("Error when checking "+a+": expected "+t[c]+" to have shape ["+r[c]+"], but got array with shape ["+d.shape+"].")}}return s}function checkArrayLengths(e,t,r){var n=unique(e.map(function(e){return e.shape[0]}));n.sort();var a=unique(t.map(function(e){return e.shape[0]}));if(a.sort(),n.length>1)throw new ValueError("All input Tensors (x) should have the same number of samples. Got array shapes: "+JSON.stringify(e.map(function(e){return e.shape})));if(a.length>1)throw new ValueError("All target Tensors (y) should have the same number of samples. Got array shapes: "+JSON.stringify(t.map(function(e){return e.shape})));if(n.length>0&&a.length>0&&!util.arraysEqual(n,a))throw new ValueError("Input Tensors should have the same number of samples as target Tensors. Found "+n[0]+" input sample(s) and "+a[0]+" target sample(s).")}function checkLossAndTargetCompatibility(e,t,r){for(var n=[meanSquaredError$1,binaryCrossentropy,categoricalCrossentropy],a=0;a<e.length;++a){var o=e[a],i=t[a],s=r[a];if(null!=i){if(i===categoricalCrossentropy&&1===o.shape[o.shape.length-1])throw new ValueError("You are passing a target array of shape "+o.shape+" while using a loss 'categorical_crossentropy'. 'categorical_crossentropy'expects targets to be binary matrices (1s and 0s) of shape [samples, classes].");if(-1!==n.indexOf(i))for(var u=o.shape.slice(1),l=s.slice(1),p=0;p<u.length;++p){var c=u[p],d=l[p];if(null!=d&&c!==d)throw new ValueError("A target Tensor with shape "+o.shape+" was passed for an output of shape "+s+", while using a loss function that expects targets to have the same shape as the output.")}}}}function checkInputData(e,t,r,n,a){var o;if(void 0===n&&(n=!0),void 0===a&&(a=""),Array.isArray(e)){if(e.length!==t.length)throw new ValueError("Error when checking model "+a+": the Array of Tensors that you are passing to your model is not the size the the model expected. Expected to see "+t.length+" Tensor(s), but instead got "+e.length+" Tensors(s).");o=e}else{if(t.length>1)throw new ValueError("The model expects "+t.length+" "+a+" Tensors, but only received one Tensor. Found: array with shape "+JSON.stringify(e.shape)+".");o=[e]}if(null!=r)for(var i=0;i<t.length;++i)if(null!=r[i]){var s=o[i];if(s.shape.length!==r[i].length)throw new ValueError("Error when checking "+a+": expected "+t[i]+" to have "+r[i].length+" dimension(s), but got array with shape "+JSON.stringify(s.shape));for(var u=0;u<r[i].length;++u)if(0!==u||n){var l=s.shape[u],p=r[i][u];if(null!=p&&p!==l)throw new ValueError("Error when checking "+a+": expected "+t[i]+" to have shape "+JSON.stringify(r[i])+" but got array with shape "+JSON.stringify(s.shape)+".")}}}function collectMetrics(e,t){if(null==e||Array.isArray(e)&&0===e.length)return t.map(function(e){return[]});if(Array.isArray(e))return t.map(function(t){return e});if(null!=e){for(var r=[],n=0,a=t;n<a.length;n++){var o=a[n],i=e.hasOwnProperty(o)?e[o]:[];Array.isArray(i)||(i=[i]),r.push(i)}return r}throw new TypeError("Type of metrics argument not understood. Expected an Array or Object, found: "+e)}var Model=function(e){function t(t){var r=e.call(this,t)||this;return r.isTraining=!1,r}return __extends$1(t,e),t.prototype.summary=function(e,t,r){if(void 0===r&&(r=console.log),!this.built)throw new ValueError("This model has never been called, thus its weights have not been created yet. So no summary can be displayed. Build the model first (e.g., by calling it on some test data).");printSummary(this,e,t,r)},t.prototype.compile=function(e){var t=this;if(null==e.loss&&(e.loss=[]),this.loss=e.loss,"string"==typeof e.optimizer)this.optimizer=getOptimizer(e.optimizer);else{if(!(e.optimizer instanceof Optimizer))throw new ValueError("User-defined optimizer must be an instance of tf.Optimizer.");this.optimizer=e.optimizer}var r=[];if(Array.isArray(e.loss)||"string"==typeof e.loss||"function"==typeof e.loss)if(Array.isArray(e.loss)){if(e.loss.length!==this.outputs.length)throw new ValueError("When passing an Array as loss, it should have one entry per model output. The model has "+this.outputs.length+" output(s), but you passed loss="+e.loss+".");var n=e.loss;r=n.map(function(e){return get(e)})}else{var a=get(e.loss);this.outputs.map(function(e){r.push(a)})}else{for(var o in e.loss=e.loss,e.loss)if(-1===this.outputNames.indexOf(o))throw new ValueError('Unknown entry in loss dictionary: "'+o+'". Only expect the following keys: '+this.outputNames);for(var i in this.outputNames)null==e.loss[i]&&console.warn('Output "'+i+'" is missing from loss dictionary. We assume this was done on purpose, and we will not be expecting data to be passed to '+i+" during training"),r.push(get(e.loss[i]))}this.lossFunctions=r,this.feedOutputNames=[],this.feedOutputShapes=[],this.feedLossFns=[];for(var s=0;s<this.outputs.length;++s){var u=this.internalOutputShapes[s],l=this.outputNames[s];this.feedOutputNames.push(l),this.feedOutputShapes.push(u),this.feedLossFns.push(this.lossFunctions[s])}var p=[];this.metrics=e.metrics,this.metricsNames=["loss"],this.metricsTensors=[],nameScope("loss",function(){for(var e=0;e<t.outputs.length;++e)if(-1===p.indexOf(e)){var r=t.lossFunctions[e];t.outputs.length>1&&(t.metricsTensors.push([r,e]),t.metricsNames.push(t.outputNames[e]+"_loss"))}});var c=collectMetrics(e.metrics,this.outputNames);nameScope("metric",function(){for(var e=function(e){if(-1!==p.indexOf(e))return"continue";!function(r){for(var n,a,o,i=function(r){if(-1!==["accuracy","acc","crossentropy","ce"].indexOf(r)){var i=t.internalOutputShapes[e];1===i[i.length-1]||t.lossFunctions[e]===binaryCrossentropy?-1!==["accuracy","acc"].indexOf(r)?a=binaryAccuracy:-1!==["crossentropy","ce"].indexOf(r)&&(a=binaryCrossentropy$1):t.lossFunctions[e]===sparseCategoricalCrossentropy?-1!==["accuracy","acc"].indexOf(r)?a=sparseCategoricalAccuracy:-1!==["crossentropy","ce"].indexOf(r)&&(a=sparseCategoricalCrossentropy$1):-1!==["accuracy","acc"].indexOf(r)?a=categoricalAccuracy:-1!==["crossentropy","ce"].indexOf(r)&&(a=categoricalCrossentropy$1);var s=void 0;-1!==["accuracy","acc"].indexOf(r)?s="acc":-1!==["crossentropy","ce"].indexOf(r)&&(s="ce"),o=a,n=""+s}else{var u=get$1(r);o=u,n=""+r}var l;nameScope(n,function(){l=o}),function(e,r,n){t.outputNames.length>1&&(r=t.outputNames[e]+"_"+r),t.metricsNames.push(r),t.metricsTensors.push([n,e])}(e,n,l)},s=0,u=c[e];s<u.length;s++)i(u[s])}()},r=0;r<t.outputs.length;++r)e(r)}),this.collectedTrainableWeights=this.trainableWeights},t.prototype.checkTrainableWeightsConsistency=function(){null!=this.collectedTrainableWeights&&this.trainableWeights.length!==this.collectedTrainableWeights.length&&console.warn("Discrepancy between trainableweights and collected trainable weights. Did you set `model.trainable` without calling `model.compile()` afterwards?")},t.prototype.evaluate=function(e,t,r){void 0===r&&(r={});var n=null==r.batchSize?32:r.batchSize;checkBatchSize(n);var a=this.standardizeUserData(e,t,!0,n);try{var o=a[0].concat(a[1]);this.makeTestFunction();var i=this.testFunction;return singletonOrArray(this.testLoop(i,o,n,r.verbose,r.steps))}finally{disposeNewTensors(a[0],e),disposeNewTensors(a[1],t)}},t.prototype.evaluateDataset=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){return this.makeTestFunction(),[2,evaluateDataset(this,e,t)]})})},t.prototype.checkNumSamples=function(e,t,r,n){var a;if(void 0===n&&(n="steps"),null!=r){if(a=null,null!=t)throw new ValueError("If "+n+" is set, batchSize must be null or undefined.Got batchSize = "+t)}else{if(null==e)throw new ValueError("Either the input data should have a defined shape, or "+n+" shoud be specified.");a=Array.isArray(e)?e[0].shape[0]:e.shape[0]}return a},t.prototype.execute=function(e,t){if(Array.isArray(t)&&0===t.length)throw new ValueError("`outputs` is an empty Array, which is not allowed.");var r=Array.isArray(t),n=r?t:[t],a=this.retrieveSymbolicTensors(n),o=new FeedDict;if(e instanceof Tensor&&(e=[e]),Array.isArray(e)){if(e.length!==this.inputs.length)throw new ValueError("The number of inputs provided ("+e.length+") does not match the number of inputs of this model ("+this.inputs.length+").");for(var i=0;i<this.inputs.length;++i)o.add(this.inputs[i],e[i])}else for(var s=0,u=this.inputs;s<u.length;s++){var l=u[s],p=e[l.name];if(null==p)throw new ValueError("No value is provided for the model's input "+l.name);o.add(l,p)}var c=execute(a,o);return r?c:c[0]},t.prototype.retrieveSymbolicTensors=function(e){for(var t=pyListRepeat(null,e.length),r=e.length,n=0,a=this.layers;n<a.length;n++){for(var o=a[n],i=Array.isArray(o.output)?o.output:[o.output],s=i.map(function(e){return e.name}),u=0;u<e.length;++u){var l=s.indexOf(e[u]);if(-1!==l&&(t[u]=i[l],r--),0===r)break}if(0===r)break}if(r>0){var p=[];throw t.forEach(function(t,r){null==t&&p.push(e[r])}),new ValueError("Cannot find SymbolicTensors for output name(s): "+JSON.stringify(p))}return t},t.prototype.predictLoop=function(e,t,r){var n=this;return void 0===t&&(t=32),void 0===r&&(r=!1),tidy(function(){var a=n.checkNumSamples(e);if(r)throw new NotImplementedError("Verbose predictLoop() is not implemented yet.");for(var o=makeBatches(a,t),i=[],s=function(t){var r=tidy(function(){var r=o[t][0],a=o[t][1],i=sliceArrays(e,r,a),s=[];if(Array.isArray(i))for(var u=0;u<i.length;++u)s.push({key:n.inputs[u],value:i[u]});else s.push({key:n.inputs[0],value:i});var l=new FeedDict(s);return execute(n.outputs,l)});if(0===t)for(var a=0,s=r;a<s.length;a++){var u=s[a];i.push(u)}else for(var l=0;l<r.length;++l)i[l]=concatAlongFirstAxis(i[l],r[l])},u=0;u<o.length;++u)s(u);return singletonOrArray(i)})},t.prototype.predict=function(e,t){void 0===t&&(t={});var r=ensureTensorsRank2OrHigher(e);checkInputData(r,this.inputNames,this.feedInputShapes,!1);try{var n=null==t.batchSize?32:t.batchSize;return checkBatchSize(n),this.predictLoop(r,n)}finally{disposeNewTensors(r,e)}},t.prototype.predictOnBatch=function(e){return checkInputData(e,this.inputNames,this.feedInputShapes,!0),this.predictLoop(e,e.shape[0])},t.prototype.standardizeUserData=function(e,t,r,n){if(void 0===r&&(r=!0),null==this.optimizer)throw new RuntimeError("You must compile a model before training/testing. Use Model.compile(modelCompileConfig).");for(var a=[],o=0;o<this.feedOutputShapes.length;++o){var i=this.feedOutputShapes[o];this.feedLossFns[o]===sparseCategoricalCrossentropy?a.push(i.slice(0,i.length-1).concat([1])):a.push(i)}if(checkArrayLengths(e=standardizeInputData(e,this.feedInputNames,this.feedInputShapes,!1,"input"),t=standardizeInputData(t,this.feedOutputNames,a,!1,"target"),null),checkLossAndTargetCompatibility(t,this.feedLossFns,this.feedOutputShapes),this.stateful&&null!=n&&n>0&&e[0].shape[0]%n!=0)throw new ValueError("In a stateful network, you should only pass inputs with a number of samples that is divisible by the batch size "+n+". Found: "+e[0].shape[0]+" sample(s).");return[e,t,null]},t.prototype.testLoop=function(e,t,r,n,a){var o=this;return void 0===n&&(n=0),tidy(function(){var i=o.checkNumSamples(t,r,a,"steps"),s=[];if(n>0)throw new NotImplementedError("Verbose mode is not implemented yet.");if(null!=a)throw new NotImplementedError("steps mode in testLoop() is not implemented yet");for(var u=makeBatches(i,r),l=tensor1d(range$1(0,i)),p=0;p<u.length;++p){var c=u[p][0],d=u[p][1],h=sliceAlongFirstAxis(l,c,d-c),f=sliceArraysByIndices(t,h),m=e(f);if(0===p)for(var g=0;g<m.length;++g)s.push(getScalar(0));for(g=0;g<m.length;++g){var y=m[g];s[g]=add(s[g],mul(getScalar(d-c),y))}}for(g=0;g<s.length;++g)s[g]=div(s[g],getScalar(i));return s})},t.prototype.getDedupedMetricsNames=function(){for(var e=this.metricsNames,t=[],r=0;r<e.length;++r){var n=e[r],a=n;count(e,n)>1&&(a+="_"+count(e.slice(0,r),n)),t.push(a)}return t},t.prototype.makeTrainFunction=function(){var e=this;return function(t){var r=t.slice(0,e.inputs.length),n=t.slice(e.inputs.length,e.inputs.length+e.outputs.length),a=[],o=e.collectedTrainableWeights.map(function(e){return e.read()});return[e.optimizer.minimize(function(){for(var t=[],o=0;o<e.inputs.length;++o)t.push({key:e.inputs[o],value:r[o]});var i,s=new FeedDict(t),u=execute(e.outputs,s,{training:!0});for(o=0;o<e.lossFunctions.length;++o){var l=(0,e.lossFunctions[o])(n[o],u[o]);mean(l),i=0===o?l:add(i,l)}for(o=0;o<e.metricsTensors.length;++o){var p=e.metricsTensors[o][0],c=e.metricsTensors[o][1],d=mean(p(n[c],u[c]));keep(d),a.push(d)}return i=mean(i),e.calculateLosses().forEach(function(e){i=add(i,e)}),i},!0,o)].concat(a)}},t.prototype.makeTestFunction=function(){var e=this;this.testFunction=function(t){return tidy(function(){for(var r,n=[],a=t.slice(0,e.inputs.length),o=t.slice(e.inputs.length,e.inputs.length+e.outputs.length),i=[],s=0;s<e.inputs.length;++s)i.push({key:e.inputs[s],value:a[s]});var u=new FeedDict(i),l=execute(e.outputs,u);for(s=0;s<e.lossFunctions.length;++s){var p=e.lossFunctions[s],c=mean(p(o[s],l[s]));r=0===s?c:add(r,c),n.push(r)}for(s=0;s<e.metricsTensors.length;++s){var d=e.metricsTensors[s][0],h=e.metricsTensors[s][1],f=mean(d(o[h],l[h]));n.push(f)}return n})}},t.prototype.fit=function(e,t,r){return void 0===r&&(r={}),__awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(n){return[2,fitTensors(this,e,t,r)]})})},t.prototype.fitDataset=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){return[2,fitDataset(this,e,t)]})})},t.prototype.trainOnBatch=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var r,n,a,o,i,s,u,l,p,c,d;return __generator$1(this,function(h){switch(h.label){case 0:r=this.standardizeUserData(e,t),n=r[0],a=r[1],o=this.makeTrainFunction(),i=o(n.concat(a)),s=[],u=0,l=i,h.label=1;case 1:return u<l.length?(p=l[u],d=(c=s).push,[4,p.data()]):[3,4];case 2:d.apply(c,[h.sent()[0]]),h.label=3;case 3:return u++,[3,1];case 4:return dispose(i),[2,singletonOrArray(s)]}})})},t.prototype.getNamedWeights=function(e){for(var t={},r=null!=e&&e.trainableOnly,n=r?this.trainableWeights:this.weights,a=this.getWeights(r),o=0;o<n.length;++o)r&&!n[o].trainable||(t[n[o].originalName]=a[o]);return t},Object.defineProperty(t.prototype,"stopTraining",{set:function(e){this.stopTraining_=e},enumerable:!0,configurable:!0}),t.prototype.save=function(e,t){return __awaiter$1(this,void 0,void 0,function(){var r,n,a,o,i;return __generator$1(this,function(s){switch(s.label){case 0:if("string"==typeof e){if(0===(r=io.getSaveHandlers(e)).length)throw new ValueError("Cannot find any save handlers for URL '"+e+"'");if(r.length>1)throw new ValueError("Found more than one ("+r.length+") save handlers for URL '"+e+"'");e=r[0]}if(null==e.save)throw new ValueError("Model.save() cannot proceed because the IOHandler provided does not have the `save` attribute defined.");return[4,io.encodeWeights(this.getNamedWeights(t))];case 1:return n=s.sent(),a=!1,o=null,i=this.toJSON(o,a),[2,e.save({modelTopology:i,weightData:n.data,weightSpecs:n.specs})]}})})},t.className="Model",t}(Container);function modelFromJSON(e,t){return __awaiter$1(this,void 0,void 0,function(){var r,n,a,o,i,s,u,l,p,c;return __generator$1(this,function(d){switch(d.label){case 0:return"modelTopology"in e||(e={modelTopology:e}),null!=(r=(e=e).modelTopology).model_config&&(r=r.model_config),n=convertPythonicToTs(r),a=deserialize(n,t),null==e.weightsManifest?[3,2]:[4,io.loadWeights(e.weightsManifest,e.pathPrefix,a.weights.map(function(e){return e.originalName}))];case 1:for(o=d.sent(),i={},s=0,u=a.weights;s<u.length;s++)l=u[s],i[l.originalName]=o[l.originalName];p=null,c=!0,a.loadWeights(i,p,c),d.label=2;case 2:return[2,a]}})})}function loadModelInternal(e,t){return void 0===t&&(t=!0),__awaiter$1(this,void 0,void 0,function(){var r;return __generator$1(this,function(n){if("string"==typeof e){if(0===(r=io.getLoadHandlers(e)).length)r.push(io.browserHTTPRequest(e));else if(r.length>1)throw new ValueError("Found more than one ("+r.length+") load handlers for URL '"+e+"'");e=r[0]}return[2,loadModelFromIOHandler(e,void 0,t)]})})}function loadModelFromIOHandler(e,t,r){return void 0===r&&(r=!0),__awaiter$1(this,void 0,void 0,function(){var n,a,o,i,s;return __generator$1(this,function(u){switch(u.label){case 0:if(null==e.load)throw new ValueError("Cannot proceed with model loading because the IOHandler provided does not have the `load` method implemented.");return[4,e.load()];case 1:if(n=u.sent(),null!=(a=n.modelTopology).model_config&&(a=a.model_config),o=deserialize(convertPythonicToTs(a),t),null!=n.weightData){if(null==n.weightSpecs)throw new ValueError("Model artifacts contains weight data, but not weight specs. Therefore loading of weights cannot proceed.");i=!1,s=!0,o.loadWeights(io.decodeWeights(n.weightData,n.weightSpecs),i,s,r)}return[2,o]}})})}serialization.registerClass(Model);var Sequential=function(e){function t(t){var r=e.call(this,{inputs:[],outputs:[]})||this;if(t=t||{},r.trainable=!0,r._updatable=!0,r.built=!1,r.name=null!=t.name?t.name:getUid("sequential_"),null!=t.layers)for(var n=0,a=t.layers;n<a.length;n++){var o=a[n];r.add(o)}return r}return __extends$1(t,e),t.prototype.checkShape=function(e){if(e.inboundNodes[0].outputTensors[0].shape.some(function(e){return e<0}))throw new ValueError("Negative dimension size caused by adding layer "+e.name+" with input shape ["+e.inboundNodes[0].inputTensors[0].shape+"]")},t.prototype.add=function(e){var r,n=e instanceof t||e instanceof Model;if(n){if(1!==(r=e).outputs.length)throw new ValueError("All layers in a Sequential model should have a single output tensor. For multi-output layers, use the functional API.");if(1!==r.inputs.length)throw new ValueError("All layers in a Sequential model should have a single input tensor. For multi-input layers, use the functional API.")}if(0===this.outputs.length){if(0===e.inboundNodes.length){if(null==e.batchInputShape)throw new ValueError("The first layer in a Sequential model must get an `inputShape` or `batchInputShape` argument.");var a=Input({batchShape:e.batchInputShape,dtype:e.dtype,name:e.name+"_input"});e.apply(a)}if(n)this.outputs=r.outputs,this.inputs=r.inputs;else{if(1!==e.inboundNodes.length)throw new ValueError("A layer added to a Sequential model must not already be connected somewhere else. Model received layer "+e.name+" which has "+e.inboundNodes.length+" pre-existing inbound connections.");if(1!==e.inboundNodes[0].outputTensors.length)throw new ValueError("All layers in a Sequential model should have a single output tensor. For multi-output layers, use the functional API.");this.checkShape(e),this.outputs=[e.inboundNodes[0].outputTensors[0]],this.inputs=getSourceInputs(this.outputs[0])}this.inboundNodes=[],new Node({outboundLayer:this,inboundLayers:[],nodeIndices:[],tensorIndices:[],inputTensors:this.inputs,outputTensors:this.outputs,inputMasks:pyListRepeat(null,this.inputs.length),outputMasks:[null],inputShapes:this.inputs.map(function(e){return e.shape}),outputShapes:this.outputs[0].shape})}else{var o=e.apply(this.outputs[0]);if(Array.isArray(o))throw new TypeError("All layers in a Sequential model should have a single output tensor. For multi-output layers, use the functional API.");this.checkShape(e),this.outputs=[o],this.inboundNodes[0].outputTensors=this.outputs,this.inboundNodes[0].outputShapes=[this.outputs[0].shape]}this.layers.push(e),this.built=!1},t.prototype.pop=function(){if(0===this.layers.length)throw new TypeError("There are no layers in the model.");if(this.layers.pop(),0===this.layers.length)this.outputs=[],this.inboundNodes=[],this.outboundNodes=[];else{var e=this.layers.length-1;this.layers[e].outboundNodes=[],this.outputs=[this.layers[e].output],this.inboundNodes[0].outputTensors=this.outputs,this.inboundNodes[0].outputShapes=[this.outputs[0].shape]}},t.prototype.call=function(e,t){return null==this.model&&this.build(),this.model.call(e,t)},t.prototype.build=function(e){if(getExactlyOneShape(e),0===this.inputs.length||0===this.outputs.length)throw new TypeError("Sequential model cannot be built: model is empty. Add some layers first.");this.model=new Model({inputs:this.inputs,outputs:this.outputs[0],name:this.name+"_model"}),this.model.trainable=this.trainable,this.model.updatable=this.updatable,this.supportsMasking=this.model.supportsMasking,this.inputLayers=this.model.inputLayers,this.inputLayersNodeIndices=this.model.inputLayersNodeIndices,this.inputLayersTensorIndices=this.model.inputLayersTensorIndices,this.outputLayers=this.model.outputLayers,this.outputLayersNodeIndices=this.model.outputLayersNodeIndices,this.outputLayersTensorIndices=this.model.outputLayersTensorIndices,this.nodesByDepth=this.model.nodesByDepth,this.containerNodes=this.model.containerNodes,this.outputNames=this.model.outputNames,this.inputNames=this.model.inputNames,this.built=!0},t.prototype.countParams=function(){return this.built||this.build(),e.prototype.countParams.call(this)},t.prototype.summary=function(t,r,n){void 0===n&&(n=console.log),this.built||this.build(),e.prototype.summary.call(this,t,r,n)},t.prototype.setWeights=function(e){null==this.model&&this.build(),this.model.setWeights(e)},Object.defineProperty(t.prototype,"updatable",{get:function(){return this._updatable},set:function(e){this.built&&(this.model.updatable=e),this._updatable=e},enumerable:!0,configurable:!0}),t.prototype.evaluate=function(e,t,r){if(void 0===r&&(r={}),!this.built)throw new RuntimeError("The model needs to be compiled before being used.");return this.model.evaluate(e,t,r)},t.prototype.evaluateDataset=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){if(!this.built)throw new RuntimeError("The model needs to be compiled before being used.");return[2,this.model.evaluateDataset(e,t)]})})},t.prototype.predict=function(e,t){return void 0===t&&(t={}),null==this.model&&this.build(),this.model.predict(e,t)},t.prototype.predictOnBatch=function(e){return null==this.model&&this.build(),this.model.predictOnBatch(e)},t.prototype.compile=function(e){this.build(),this.model.compile(e),this.optimizer=this.model.optimizer,this.loss=this.model.loss,this.metrics=this.model.metrics,this.metricsTensors=this.model.metricsTensors,this.metricsNames=this.model.metricsNames},t.prototype.fit=function(e,t,r){return void 0===r&&(r={}),__awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(n){if(!this.built)throw new RuntimeError("The model needs to be compiled before being used.");return[2,this.model.fit(e,t,r)]})})},t.prototype.fitDataset=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){if(!this.built)throw new RuntimeError("The model needs to be compiled before being used.");return[2,this.model.fitDataset(e,t)]})})},t.prototype.trainOnBatch=function(e,t){return __awaiter$1(this,void 0,void 0,function(){return __generator$1(this,function(r){return[2,this.model.trainOnBatch(e,t)]})})},t.fromConfig=function(e,r){var n,a={};if(r instanceof Array){if(null==r[0].className||"Merge"===r[0].className)throw new ValueError("Legacy serialization format not supported yet.");n=r}else util.assert(null!=r.layers,"When the config data for a Sequential model is not an Array, it must be an Object that contains the 'layers' field."),n=r.layers,delete r.layers,a=r;var o=new e(a);if(!(o instanceof t))throw new NotImplementedError("Sequential.fromConfig called on non-Sequential input: "+o);for(var i=0,s=n;i<s.length;i++){var u=deserialize(s[i]);o.add(u)}return o},Object.defineProperty(t.prototype,"stopTraining",{set:function(e){this.model.stopTraining=e},enumerable:!0,configurable:!0}),t.prototype.getConfig=function(){for(var e=[],t=0,r=this.layers;t<r.length;t++){var n=r[t];e.push({className:n.getClassName(),config:n.getConfig()})}return e},t.className="Sequential",t}(Model);function model(e){return new Model(e)}function sequential(e){return new Sequential(e)}function loadModel(e,t){return void 0===t&&(t=!0),loadModelInternal(e,t)}function input(e){return Input(e)}function registerCallbackConstructor(e,t){CallbackConstructorRegistry.registerCallbackConstructor(e,t)}serialization.registerClass(Sequential);var Activation=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.getConfig=function(){return{}},t}(serialization.Serializable),Elu=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e,t){return void 0===t&&(t=1),elu$1(e,t)},t.className="elu",t}(Activation);serialization.registerClass(Elu);var Selu=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return selu(e)},t.className="selu",t}(Activation);serialization.registerClass(Selu);var Relu=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return relu(e)},t.className="relu",t}(Activation);serialization.registerClass(Relu);var Relu6=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return tidy(function(){return minimum(getScalar(6),relu(e))})},t.className="relu6",t}(Activation);serialization.registerClass(Relu6);var Linear=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return e},t.className="linear",t}(Activation);serialization.registerClass(Linear);var Sigmoid=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return sigmoid(e)},t.className="sigmoid",t}(Activation);serialization.registerClass(Sigmoid);var HardSigmoid=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return hardSigmoid(e)},t.className="hardSigmoid",t}(Activation);serialization.registerClass(HardSigmoid);var Softplus=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return softplus(e)},t.className="softplus",t}(Activation);serialization.registerClass(Softplus);var Softsign=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return softsign(e)},t.className="softsign",t}(Activation);serialization.registerClass(Softsign);var Tanh=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e){return tanh$1(e)},t.className="tanh",t}(Activation);serialization.registerClass(Tanh);var Softmax=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e,t){return void 0===t&&(t=-1),softmax(e,t)},t.className="softmax",t}(Activation);function serializeActivation(e){return e.getClassName()}function deserializeActivation(e,t){return void 0===t&&(t={}),deserializeKerasObject(e,serialization.SerializationMap.getMap().classNameMap,t,"activation")}function getActivation(e){return null==e?deserializeActivation({className:"linear",config:{}}):"string"==typeof e?deserializeActivation({className:e,config:{}}):e instanceof Activation?e:deserializeActivation(e)}serialization.registerClass(Softmax);var ReLU=function(e){function t(t){var r=e.call(this,null==t?{}:t)||this;return r.supportsMasking=!0,null!=t&&(r.maxValue=t.maxValue),r}return __extends$1(t,e),t.prototype.call=function(e,t){e=getExactlyOneTensor(e);var r=relu(e);return null!=this.maxValue&&(r=clipByValue(r,0,this.maxValue)),r},t.prototype.computeOutputShape=function(e){return e},t.prototype.getConfig=function(){var t={maxValue:this.maxValue},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="ReLU",t}(Layer);serialization.registerClass(ReLU);var LeakyReLU=function(e){function t(t){var r=e.call(this,null==t?{}:t)||this;return r.DEFAULT_ALPHA=.3,null==t&&(t={}),r.alpha=null==t.alpha?r.DEFAULT_ALPHA:t.alpha,r}return __extends$1(t,e),t.prototype.call=function(e,t){var r=getExactlyOneTensor(e);return leakyRelu(r,this.alpha)},t.prototype.computeOutputShape=function(e){return e},t.prototype.getConfig=function(){var t={alpha:this.alpha},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="LeakyReLU",t}(Layer);serialization.registerClass(LeakyReLU);var ELU$1=function(e){function t(t){var r=e.call(this,null==t?{}:t)||this;if(r.DEFAULT_ALPHA=1,null==t&&(t={}),null!=t.alpha&&t.alpha!==r.DEFAULT_ALPHA)throw new NotImplementedError("Non-default alpha value ("+t.alpha+") is not supported by the ELU layer yet.");return r.alpha=null==t.alpha?r.DEFAULT_ALPHA:t.alpha,r}return __extends$1(t,e),t.prototype.call=function(e,t){var r=getExactlyOneTensor(e);return elu(r)},t.prototype.computeOutputShape=function(e){return e},t.prototype.getConfig=function(){var t={alpha:this.alpha},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="ELU",t}(Layer);serialization.registerClass(ELU$1);var ThresholdedReLU=function(e){function t(t){var r=e.call(this,null==t?{}:t)||this;return r.DEFAULT_THETA=1,null==t&&(t={}),r.theta=null==t.theta?r.DEFAULT_THETA:t.theta,r.thetaTensor=getScalar(r.theta),r}return __extends$1(t,e),t.prototype.call=function(e,t){var r=getExactlyOneTensor(e);return r.mul(cast$1(r.greater(this.thetaTensor),"float32"))},t.prototype.computeOutputShape=function(e){return e},t.prototype.getConfig=function(){var t={theta:this.theta},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="ThresholdedReLU",t}(Layer);serialization.registerClass(ThresholdedReLU);var Softmax$1=function(e){function t(t){var r=e.call(this,null==t?{}:t)||this;return r.DEFAULT_AXIS=1,null==t&&(t={}),r.softmax=(new Softmax).apply,r.axis=null==t.axis?r.DEFAULT_AXIS:t.axis,r}return __extends$1(t,e),t.prototype.call=function(e,t){var r=getExactlyOneTensor(e);return this.softmax(r,this.axis)},t.prototype.computeOutputShape=function(e){return e},t.prototype.getConfig=function(){var t={axis:this.axis},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Softmax",t}(Layer);serialization.registerClass(Softmax$1);var Regularizer=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t}(serialization.Serializable),L1L2=function(e){function t(t){var r=e.call(this)||this,n=null==t||null==t.l1?.01:t.l1,a=null==t||null==t.l2?.01:t.l2;return r.hasL1=0!==n,r.hasL2=0!==a,r.l1=getScalar(n),r.l2=getScalar(a),r}return __extends$1(t,e),t.prototype.apply=function(e){var t=this;return tidy(function(){var r=zeros([1]);return t.hasL1&&(r=add(r,sum$1(mul(t.l1,abs(e))))),t.hasL2&&(r=add(r,sum$1(mul(t.l2,square$1(e))))),r.asScalar()})},t.prototype.getConfig=function(){return{l1:this.l1.dataSync()[0],l2:this.l2.dataSync()[0]}},t.fromConfig=function(e,t){return new e({l1:t.l1,l2:t.l2})},t.className="L1L2",t}(Regularizer);function l1(e){return new L1L2({l1:null!=e?e.l1:null,l2:0})}function l2(e){return new L1L2({l2:null!=e?e.l2:null,l1:0})}serialization.registerClass(L1L2);var REGULARIZER_IDENTIFIER_REGISTRY_SYMBOL_MAP={l1l2:"L1L2"};function serializeRegularizer(e){return serializeKerasObject(e)}function deserializeRegularizer(e,t){return void 0===t&&(t={}),deserializeKerasObject(e,serialization.SerializationMap.getMap().classNameMap,t,"regularizer")}function getRegularizer(e){return null==e?null:"string"==typeof e?deserializeRegularizer({className:e in REGULARIZER_IDENTIFIER_REGISTRY_SYMBOL_MAP?REGULARIZER_IDENTIFIER_REGISTRY_SYMBOL_MAP[e]:e,config:{}}):e instanceof Regularizer?e:deserializeRegularizer(e)}function normalizeArray(e,t,r){if("number"==typeof e)return pyListRepeat(e,t);if(e.length!==t)throw new ValueError("The "+r+" argument must be a tuple of "+t+" integers. Received: "+e.length+" elements.");for(var n=0;n<t;++n){var a=e[n];if(!isInteger(a))throw new ValueError("The "+r+" argument must be a tuple of "+t+" integers. Received: "+JSON.stringify(e)+" including a non-integer number "+a)}return e}function convOutputLength(e,t,r,n,a){return void 0===a&&(a=1),null==e?e:(o="same"===r?e:e-(t+(t-1)*(a-1))+1,Math.floor((o+n-1)/n));var o}function deconvLength(e,t,r,n){if(null==e)return null;if("valid"===n)e=e*t+max$1([r-t,0]);else{if("same"!==n)throw new ValueError("Unsupport padding mode: "+n+".");e*=t}return e}function preprocessConv2DInput(e,t){return tidy(function(){return checkDataFormat(t),"channelsFirst"===t?transpose(e,[0,2,3,1]):e})}function conv1dWithBias(e,t,r,n,a,o,i){return void 0===n&&(n=1),void 0===a&&(a="valid"),void 0===i&&(i=1),tidy(function(){if(null==o&&(o=imageDataFormat()),checkDataFormat(o),3!==e.shape.length)throw new ValueError("The input of a conv1dWithBias operation should be 3, but is "+e.shape.length+" instead.");if(3!==t.shape.length)throw new ValueError("The kernel for a conv1dWithBias operation should be 3, but is "+t.shape.length+" instead");if(null!=r&&1!==r.shape.length)throw new ValueError("The bias for a conv1dWithBias operation should be 1, but is "+t.shape.length+" instead");if("channelsFirst"===o&&(e=transpose(e,[0,2,1])),"causal"===a)throw new NotImplementedError("The support for CAUSAL padding mode in conv1dWithBias is not implemented yet.");var s=conv1d(e,t,n,"same"===a?"same":"valid","NWC",i);return null!=r&&(s=biasAdd(s,r)),s})}function conv2dWithBias(e,t,r,n,a,o,i){return void 0===n&&(n=[1,1]),void 0===a&&(a="valid"),tidy(function(){if(null==o&&(o=imageDataFormat()),checkDataFormat(o),3!==e.rank&&4!==e.rank)throw new ValueError("conv2dWithBias expects input to be of rank 3 or 4, but received "+e.rank+".");if(3!==t.rank&&4!==t.rank)throw new ValueError("conv2dWithBias expects kernel to be of rank 3 or 4, but received "+e.rank+".");var s=preprocessConv2DInput(e,o);if("causal"===a)throw new NotImplementedError("The support for CAUSAL padding mode in conv1dWithBias is not implemented yet.");return s=conv2d(s,t,n,"same"===a?"same":"valid","NHWC",i),null!=r&&(s=biasAdd(s,r)),"channelsFirst"===o&&(s=transpose(s,[0,3,1,2])),s})}var BaseConv=function(e){function t(r,n){var a=e.call(this,n)||this;if(a.bias=null,a.DEFAULT_KERNEL_INITIALIZER="glorotNormal",a.DEFAULT_BIAS_INITIALIZER="zeros",t.verifyConfig(n),a.rank=r,1!==a.rank&&2!==a.rank)throw new NotImplementedError("Convolution layer for rank other than 1 or 2 ("+a.rank+") is not implemented yet.");if(a.kernelSize=normalizeArray(n.kernelSize,r,"kernelSize"),a.strides=normalizeArray(null==n.strides?1:n.strides,r,"strides"),a.padding=null==n.padding?"valid":n.padding,checkPaddingMode(a.padding),a.dataFormat=null==n.dataFormat?"channelsLast":n.dataFormat,checkDataFormat(a.dataFormat),a.activation=getActivation(n.activation),a.useBias=null==n.useBias||n.useBias,a.biasInitializer=getInitializer(n.biasInitializer||a.DEFAULT_BIAS_INITIALIZER),a.biasConstraint=getConstraint(n.biasConstraint),a.biasRegularizer=getRegularizer(n.biasRegularizer),a.activityRegularizer=getRegularizer(n.activityRegularizer),a.dilationRate=normalizeArray(null==n.dilationRate?1:n.dilationRate,r,"dilationRate"),1===a.rank&&Array.isArray(a.dilationRate)&&1!==a.dilationRate.length)throw new ValueError("dilationRate must be a number or an array of a single number for 1D convolution, but received "+JSON.stringify(a.dilationRate));if(2===a.rank)if("number"==typeof a.dilationRate)a.dilationRate=[a.dilationRate,a.dilationRate];else if(2!==a.dilationRate.length)throw new ValueError("dilationRate must be a number or array of two numbers for 2D convolution, but received "+JSON.stringify(a.dilationRate));return a}return __extends$1(t,e),t.verifyConfig=function(e){if(assert$1("kernelSize"in e,"required key 'kernelSize' not in config"),"number"!=typeof e.kernelSize&&!checkArrayTypeAndLength(e.kernelSize,"number",1,2))throw new ValueError("BaseConv expects config.kernelSize to be number or number[] with length 1 or 2, but received "+JSON.stringify(e.kernelSize)+".")},t.prototype.getConfig=function(){var t={kernelSize:this.kernelSize,strides:this.strides,padding:this.padding,dataFormat:this.dataFormat,dilationRate:this.dilationRate,activation:serializeActivation(this.activation),useBias:this.useBias,biasInitializer:serializeInitializer(this.biasInitializer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),biasConstraint:serializeConstraint(this.biasConstraint)},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t}(Layer),Conv=function(e){function t(r,n){var a=e.call(this,r,n)||this;return a.kernel=null,t.verifyConfig(n),a.filters=n.filters,a.kernelInitializer=getInitializer(n.kernelInitializer||a.DEFAULT_KERNEL_INITIALIZER),a.kernelConstraint=getConstraint(n.kernelConstraint),a.kernelRegularizer=getRegularizer(n.kernelRegularizer),a}return __extends$1(t,e),t.prototype.build=function(e){e=getExactlyOneShape(e);var t="channelsFirst"===this.dataFormat?1:e.length-1;if(null==e[t])throw new ValueError("The channel dimension of the input should be defined. Found "+e[t]);var r,n=e[t],a=this.kernelSize.concat([n,this.filters]);this.kernel=this.addWeight("kernel",a,null,this.kernelInitializer,this.kernelRegularizer,!0,this.kernelConstraint),this.useBias&&(this.bias=this.addWeight("bias",[this.filters],null,this.biasInitializer,this.biasRegularizer,!0,this.biasConstraint)),this.inputSpec=[{ndim:this.rank+2,axes:(r={},r[t]=n,r)}],this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){var t;e=getExactlyOneTensor(e);var n=null==r.bias?null:r.bias.read();if(1===r.rank)t=conv1dWithBias(e,r.kernel.read(),n,r.strides[0],r.padding,r.dataFormat,r.dilationRate[0]);else if(2===r.rank)t=conv2dWithBias(e,r.kernel.read(),n,r.strides,r.padding,r.dataFormat,r.dilationRate);else if(3===r.rank)throw new NotImplementedError("3D convolution is not implemented yet.");return null!=r.activation&&(t=r.activation.apply(t)),t})},t.prototype.computeOutputShape=function(e){e=getExactlyOneShape(e);for(var t=[],r="channelsLast"===this.dataFormat?e.slice(1,e.length-1):e.slice(2),n=0;n<r.length;++n){var a=convOutputLength(r[n],this.kernelSize[n],this.padding,this.strides[n],"number"==typeof this.dilationRate?this.dilationRate:this.dilationRate[n]);t.push(a)}var o=[e[0]];return"channelsLast"===this.dataFormat?(o=o.concat(t)).push(this.filters):(o.push(this.filters),o=o.concat(t)),o},t.prototype.getConfig=function(){var t={filters:this.filters,kernelInitializer:serializeInitializer(this.kernelInitializer),kernelRegularizer:serializeRegularizer(this.kernelRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint)},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.verifyConfig=function(e){if(!("filters"in e)||"number"!=typeof e.filters||e.filters<1)throw new ValueError("Convolution layer expected config.filters to be a 'number' > 0 but got "+JSON.stringify(e.filters))},t}(BaseConv),Conv2D=function(e){function t(r){var n=e.call(this,2,r)||this;return t.verifyConfig(r),n}return __extends$1(t,e),t.prototype.getConfig=function(){var t=e.prototype.getConfig.call(this);return delete t.rank,t},t.verifyConfig=function(e){if("number"!=typeof e.kernelSize&&!checkArrayTypeAndLength(e.kernelSize,"number",1,2))throw new ValueError("Conv2D expects config.kernelSize to be number or number[] with length 1 or 2, but received "+JSON.stringify(e.kernelSize)+".")},t.className="Conv2D",t}(Conv);serialization.registerClass(Conv2D);var Conv2DTranspose=function(e){function t(t){var r=e.call(this,t)||this;if(r.inputSpec=[new InputSpec({ndim:4})],"same"!==r.padding&&"valid"!==r.padding)throw new ValueError("Conv2DTranspose currently supports only padding modes 'same' and 'valid', but received padding mode "+r.padding);return r}return __extends$1(t,e),t.prototype.build=function(e){if(4!==(e=getExactlyOneShape(e)).length)throw new ValueError("Input should have rank 4; Received input shape: "+JSON.stringify(e));var t="channelsFirst"===this.dataFormat?1:e.length-1;if(null==e[t])throw new ValueError("The channel dimension of the inputs should be defined. Found `None`.");var r,n=e[t],a=this.kernelSize.concat([this.filters,n]);this.kernel=this.addWeight("kernel",a,"float32",this.kernelInitializer,this.kernelRegularizer,!0,this.kernelConstraint),this.useBias&&(this.bias=this.addWeight("bias",[this.filters],"float32",this.biasInitializer,this.biasRegularizer,!0,this.biasConstraint)),this.inputSpec=[new InputSpec({ndim:4,axes:(r={},r[t]=n,r)})],this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){var t=getExactlyOneTensor(e);if(4!==t.shape.length)throw new ValueError("Conv2DTranspose.call() expects input tensor to be rank-4, but received a tensor of rank-"+t.shape.length);var n,a,o=t.shape,i=o[0];"channelsFirst"===r.dataFormat?(n=2,a=3):(n=1,a=2);var s=o[n],u=o[a],l=r.kernelSize[0],p=r.kernelSize[1],c=r.strides[0],d=r.strides[1],h=[i,deconvLength(s,c,l,r.padding),deconvLength(u,d,p,r.padding),r.filters];"channelsLast"!==r.dataFormat&&(t=transpose(t,[0,2,3,1]));var f=conv2dTranspose(t,r.kernel.read(),h,r.strides,r.padding);return"channelsLast"!==r.dataFormat&&(f=transpose(f,[0,3,1,2])),null!=r.bias&&(f=biasAdd(f,r.bias.read(),r.dataFormat)),null!=r.activation&&(f=r.activation.apply(f)),f})},t.prototype.computeOutputShape=function(e){var t,r,n,a=(e=getExactlyOneShape(e)).slice();"channelsFirst"===this.dataFormat?(t=1,r=2,n=3):(t=3,r=1,n=2);var o=this.kernelSize[0],i=this.kernelSize[1],s=this.strides[0],u=this.strides[1];return a[t]=this.filters,a[r]=deconvLength(a[r],s,o,this.padding),a[n]=deconvLength(a[n],u,i,this.padding),a},t.prototype.getConfig=function(){var t=e.prototype.getConfig.call(this);return delete t.dilationRate,t},t.className="Conv2DTranspose",t}(Conv2D);serialization.registerClass(Conv2DTranspose);var SeparableConv=function(e){function t(t,r){var n=e.call(this,t,r)||this;if(n.DEFAULT_DEPTHWISE_INITIALIZER="glorotUniform",n.DEFAULT_POINTWISE_INITIALIZER="glorotUniform",n.depthwiseKernel=null,n.pointwiseKernel=null,null==r.filters)throw new ValueError("The `filters` configuration field is required by SeparableConv, but is unspecified.");if(null!=r.kernelInitializer||null!=r.kernelRegularizer||null!=r.kernelConstraint)throw new ValueError("Fields kernelInitializer, kernelRegularizer and kernelConstraint are invalid for SeparableConv2D. Use depthwiseInitializer, depthwiseRegularizer, depthwiseConstraint, pointwiseInitializer, pointwiseRegularizer and pointwiseConstraint instead.");if(null!=r.padding&&"same"!==r.padding&&"valid"!==r.padding)throw new ValueError("SeparableConv"+n.rank+"D supports only padding modes: 'same' and 'valid', but received "+JSON.stringify(r.padding));return n.depthMultiplier=null==r.depthMultiplier?1:r.depthMultiplier,n.depthwiseInitializer=getInitializer(r.depthwiseInitializer||n.DEFAULT_DEPTHWISE_INITIALIZER),n.depthwiseRegularizer=getRegularizer(r.depthwiseRegularizer),n.depthwiseConstraint=getConstraint(r.depthwiseConstraint),n.pointwiseInitializer=getInitializer(r.depthwiseInitializer||n.DEFAULT_POINTWISE_INITIALIZER),n.pointwiseRegularizer=getRegularizer(r.pointwiseRegularizer),n.pointwiseConstraint=getConstraint(r.pointwiseConstraint),n}return __extends$1(t,e),t.prototype.build=function(e){if((e=getExactlyOneShape(e)).length<this.rank+2)throw new ValueError("Inputs to SeparableConv"+this.rank+"D should have rank "+(this.rank+2)+", but received input shape: "+JSON.stringify(e));var t,r="channelsFirst"===this.dataFormat?1:e.length-1;if(null==e[r]||e[r]<0)throw new ValueError("The channel dimension of the inputs should be defined, but found "+JSON.stringify(e[r]));for(var n=e[r],a=this.kernelSize.concat([n,this.depthMultiplier]),o=[],i=0;i<this.rank;++i)o.push(1);o.push(n*this.depthMultiplier,this.filters),this.depthwiseKernel=this.addWeight("depthwise_kernel",a,"float32",this.depthwiseInitializer,this.depthwiseRegularizer,!0,this.depthwiseConstraint),this.pointwiseKernel=this.addWeight("pointwise_kernel",o,"float32",this.pointwiseInitializer,this.pointwiseRegularizer,!0,this.pointwiseConstraint),this.useBias?this.bias=this.addWeight("bias",[this.filters],"float32",this.biasInitializer,this.biasRegularizer,!0,this.biasConstraint):this.bias=null,this.inputSpec=[new InputSpec({ndim:this.rank+2,axes:(t={},t[r]=n,t)})],this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){var t;if(e=getExactlyOneTensor(e),1===r.rank)throw new NotImplementedError("1D separable convolution is not implemented yet.");return 2===r.rank&&("channelsFirst"===r.dataFormat&&(e=transpose(e,[0,2,3,1])),t=separableConv2d(e,r.depthwiseKernel.read(),r.pointwiseKernel.read(),r.strides,r.padding,r.dilationRate,"NHWC")),r.useBias&&(t=biasAdd(t,r.bias.read(),r.dataFormat)),null!=r.activation&&(t=r.activation.apply(t)),"channelsFirst"===r.dataFormat&&(t=transpose(t,[0,3,1,2])),t})},t.prototype.getConfig=function(){var t=e.prototype.getConfig.call(this);return delete t.rank,delete t.kernelInitializer,delete t.kernelRegularizer,delete t.kernelConstraint,t.depthwiseInitializer=serializeInitializer(this.depthwiseInitializer),t.pointwiseInitializer=serializeInitializer(this.pointwiseInitializer),t.depthwiseRegularizer=serializeRegularizer(this.depthwiseRegularizer),t.pointwiseRegularizer=serializeRegularizer(this.pointwiseRegularizer),t.depthwiseConstraint=serializeConstraint(this.depthwiseConstraint),t.pointwiseConstraint=serializeConstraint(this.pointwiseConstraint),t},t.className="SeparableConv",t}(Conv),SeparableConv2D=function(e){function t(t){return e.call(this,2,t)||this}return __extends$1(t,e),t.className="SeparableConv2D",t}(SeparableConv);serialization.registerClass(SeparableConv2D);var Conv1D=function(e){function t(r){var n=e.call(this,1,r)||this;return t.verifyConfig(r),n.inputSpec=[{ndim:3}],n}return __extends$1(t,e),t.prototype.getConfig=function(){var t=e.prototype.getConfig.call(this);return delete t.rank,delete t.dataFormat,t},t.verifyConfig=function(e){if("number"!=typeof e.kernelSize&&!checkArrayTypeAndLength(e.kernelSize,"number",1,1))throw new ValueError("Conv1D expects config.kernelSize to be number or number[] with length 1, but received "+JSON.stringify(e.kernelSize)+".")},t.className="Conv1D",t}(Conv);serialization.registerClass(Conv1D);var Cropping2D=function(e){function t(t){var r=e.call(this,t)||this;return"number"==typeof t.cropping?r.cropping=[[t.cropping,t.cropping],[t.cropping,t.cropping]]:"number"==typeof t.cropping[0]?r.cropping=[[t.cropping[0],t.cropping[0]],[t.cropping[1],t.cropping[1]]]:r.cropping=t.cropping,r.dataFormat=void 0===t.dataFormat?"channelsLast":t.dataFormat,r.inputSpec=[{ndim:4}],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){return"channelsFirst"===this.dataFormat?[e[0],e[1],e[2]-this.cropping[0][0]-this.cropping[0][1],e[3]-this.cropping[1][0]-this.cropping[1][1]]:[e[0],e[1]-this.cropping[0][0]-this.cropping[0][1],e[2]-this.cropping[1][0]-this.cropping[1][1],e[3]]},t.prototype.call=function(e,t){var r=this;return tidy(function(){return e=getExactlyOneTensor(e),"channelsLast"===r.dataFormat?sliceAlongAxis(sliceAlongAxis(e,r.cropping[0][0],e.shape[1]-r.cropping[0][0]-r.cropping[0][1],2),r.cropping[1][0],e.shape[2]-r.cropping[1][1]-r.cropping[1][0],3):sliceAlongAxis(sliceAlongAxis(e,r.cropping[0][0],e.shape[2]-r.cropping[0][0]-r.cropping[0][1],3),r.cropping[1][0],e.shape[3]-r.cropping[1][1]-r.cropping[1][0],4)})},t.prototype.getConfig=function(){var t={cropping:this.cropping,dataFormat:this.dataFormat},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Cropping2D",t}(Layer);serialization.registerClass(Cropping2D);var UpSampling2D=function(e){function t(t){var r=e.call(this,t)||this;return r.DEFAULT_SIZE=[2,2],r.inputSpec=[{ndim:4}],r.size=null==t.size?r.DEFAULT_SIZE:t.size,r.dataFormat=null==t.dataFormat?"channelsLast":t.dataFormat,r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){if("channelsFirst"===this.dataFormat){var t=null==e[2]?null:this.size[0]*e[2],r=null==e[3]?null:this.size[1]*e[3];return[e[0],e[1],t,r]}return t=null==e[1]?null:this.size[0]*e[1],r=null==e[2]?null:this.size[1]*e[2],[e[0],t,r,e[3]]},t.prototype.call=function(e,t){var r=this;return tidy(function(){var t=getExactlyOneTensor(e),n=t.shape;if("channelsFirst"===r.dataFormat){t=transpose(t,[0,2,3,1]);var a=r.size[0]*n[2],o=r.size[1]*n[3],i=t.resizeNearestNeighbor([a,o]);return transpose(i,[0,3,1,2])}return a=r.size[0]*n[1],o=r.size[1]*n[2],t.resizeNearestNeighbor([a,o])})},t.prototype.getConfig=function(){var t={size:this.size,dataFormat:this.dataFormat},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="UpSampling2D",t}(Layer);function depthwiseConv2d$1(e,t,r,n,a,o){return void 0===r&&(r=[1,1]),void 0===n&&(n="valid"),tidy(function(){null==a&&(a=imageDataFormat()),checkDataFormat(a);var i=preprocessConv2DInput(e,a);if(4!==e.rank)throw new ValueError("Input for depthwiseConv2d is required to be 4-D, but is instead "+e.rank+"-D");if(4!==t.rank)throw new ValueError("depthwiseKernel is required to be 4-D, but is instead "+t.rank+"-D");return i=depthwiseConv2d(i,t,r,"same"===n?"same":"valid","NHWC",o),"channelsFirst"===a&&(i=transpose(i,[0,3,1,2])),i})}serialization.registerClass(UpSampling2D);var DepthwiseConv2D=function(e){function t(t){var r=e.call(this,2,t)||this;return r.depthwiseKernel=null,r.depthMultiplier=null==t.depthMultiplier?1:t.depthMultiplier,r.depthwiseInitializer=getInitializer(t.depthwiseInitializer||r.DEFAULT_KERNEL_INITIALIZER),r.depthwiseConstraint=getConstraint(t.depthwiseConstraint),r.depthwiseRegularizer=getRegularizer(t.depthwiseRegularizer),r}return __extends$1(t,e),t.prototype.build=function(e){if((e=getExactlyOneShape(e)).length<4)throw new ValueError("Inputs to DepthwiseConv2D should have rank 4. Received input shape: "+JSON.stringify(e)+".");var t="channelsFirst"===this.dataFormat?1:3;if(null==e[t]||e[t]<0)throw new ValueError("The channel dimension of the inputs to DepthwiseConv2D should be defined, but is not ("+e[t]+").");var r=e[t],n=[this.kernelSize[0],this.kernelSize[1],r,this.depthMultiplier];this.depthwiseKernel=this.addWeight("depthwise_kernel",n,null,this.depthwiseInitializer,this.depthwiseRegularizer,!0,this.depthwiseConstraint),this.useBias?this.bias=this.addWeight("bias",[r*this.depthMultiplier],null,this.biasInitializer,this.biasRegularizer,!0,this.biasConstraint):this.bias=null,this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){var t=depthwiseConv2d$1(e=getExactlyOneTensor(e),r.depthwiseKernel.read(),r.strides,r.padding,r.dataFormat,null);return r.useBias&&(t=biasAdd(t,r.bias.read(),r.dataFormat)),null!=r.activation&&(t=r.activation.apply(t)),t})},t.prototype.computeOutputShape=function(e){e=getExactlyOneShape(e);var t="channelsFirst"===this.dataFormat?e[2]:e[1],r="channelsFirst"===this.dataFormat?e[3]:e[2],n="channelsFirst"===this.dataFormat?e[1]*this.depthMultiplier:e[3]*this.depthMultiplier,a=convOutputLength(t,this.kernelSize[0],this.padding,this.strides[0]),o=convOutputLength(r,this.kernelSize[1],this.padding,this.strides[1]);return"channelsFirst"===this.dataFormat?[e[0],n,a,o]:[e[0],a,o,n]},t.prototype.getConfig=function(){var t=e.prototype.getConfig.call(this);return t.depthMultiplier=this.depthMultiplier,t.depthwiseInitializer=serializeInitializer(this.depthwiseInitializer),t.depthwiseRegularizer=serializeRegularizer(this.depthwiseRegularizer),t.depthwiseConstraint=serializeConstraint(this.depthwiseRegularizer),t},t.className="DepthwiseConv2D",t}(BaseConv);serialization.registerClass(DepthwiseConv2D);var Dropout=function(e){function t(t){var r=e.call(this,t)||this;if(r.rate=Math.max(Math.min(t.rate,1),0),r.rateScalar=getScalar(r.rate),r.noiseShape=t.noiseShape,r.seed=t.seed,null!=r.seed)throw new NotImplementedError("Non-default seed is not implemented in Dropout layer yet: "+r.seed);return r.supportsMasking=!0,r}return __extends$1(t,e),t.prototype.getNoiseShape=function(e){if(null==this.noiseShape)return this.noiseShape;for(var t=e.shape,r=[],n=0;n<this.noiseShape.length;++n)r.push(null==this.noiseShape[n]?t[n]:this.noiseShape[n]);return r},t.prototype.call=function(e,t){var r=this;return tidy(function(){r.invokeCallHook(e,t);var n=getExactlyOneTensor(e);if(null!=r.noiseShape&&!util.arraysEqual(n.shape,r.noiseShape))throw new NotImplementedError("Non-default noise shape is not implemented in Dropout layer yet: "+JSON.stringify(r.noiseShape));if(0<r.rate&&r.rate<1){var a=null!=t.training&&t.training,o=r.getNoiseShape(n);return inTrainPhase(function(){return dropout(n,r.rateScalar,o,r.seed)},function(){return n},a)}return e})},t.prototype.getConfig=function(){var t={rate:this.rate,noiseShape:this.noiseShape,seed:this.seed},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Dropout",t}(Layer);serialization.registerClass(Dropout);var Dense=function(e){function t(t){var r=e.call(this,t)||this;if(r.activation=null,r.useBias=!0,r.kernel=null,r.bias=null,r.DEFAULT_KERNEL_INITIALIZER="glorotNormal",r.DEFAULT_BIAS_INITIALIZER="zeros",null==t.batchInputShape&&null==t.inputShape&&null!=t.inputDim){var n=null;null!=t.batchSize&&(n=t.batchSize),r.batchInputShape=[n,t.inputDim]}return r.units=t.units,r.activation=getActivation(t.activation),null!=t.useBias&&(r.useBias=t.useBias),r.kernelInitializer=getInitializer(t.kernelInitializer||r.DEFAULT_KERNEL_INITIALIZER),r.biasInitializer=getInitializer(t.biasInitializer||r.DEFAULT_BIAS_INITIALIZER),r.kernelConstraint=getConstraint(t.kernelConstraint),r.biasConstraint=getConstraint(t.biasConstraint),r.kernelRegularizer=getRegularizer(t.kernelRegularizer),r.biasRegularizer=getRegularizer(t.biasRegularizer),r.activityRegularizer=getRegularizer(t.activityRegularizer),r.inputSpec=[{minNDim:2}],r}return __extends$1(t,e),t.prototype.build=function(e){var t,r=(e=getExactlyOneShape(e))[e.length-1];null==this.kernel&&(this.kernel=this.addWeight("kernel",[r,this.units],null,this.kernelInitializer,this.kernelRegularizer,!0,this.kernelConstraint),this.useBias&&(this.bias=this.addWeight("bias",[this.units],null,this.biasInitializer,this.biasRegularizer,!0,this.biasConstraint))),this.inputSpec=[{minNDim:2,axes:(t={},t[-1]=r,t)}],this.built=!0},t.prototype.computeOutputShape=function(e){var t=(e=getExactlyOneShape(e)).slice();return t[t.length-1]=this.units,t},t.prototype.call=function(e,t){var r=this;return tidy(function(){r.invokeCallHook(e,t);var n=dot$1(getExactlyOneTensor(e),r.kernel.read());return null!=r.bias&&(n=biasAdd(n,r.bias.read())),null!=r.activation&&(n=r.activation.apply(n)),n})},t.prototype.getConfig=function(){var t={units:this.units,activation:serializeActivation(this.activation),useBias:this.useBias,kernelInitializer:serializeInitializer(this.kernelInitializer),biasInitializer:serializeInitializer(this.biasInitializer),kernelRegularizer:serializeRegularizer(this.kernelRegularizer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint),biasConstraint:serializeConstraint(this.biasConstraint)},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Dense",t}(Layer);serialization.registerClass(Dense);var Flatten=function(e){function t(t){var r=e.call(this,t||{})||this;return r.inputSpec=[{minNDim:3}],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){for(var t=0,r=(e=getExactlyOneShape(e)).slice(1);t<r.length;t++)if(null==r[t])throw new ValueError('The shape of the input to "Flatten" is not fully defined (got '+e.slice(1)+'). Make sure to pass a complete "input_shape" or "batch_input_shape" argument to the first layer in your model.');return[e[0],arrayProd(e,1)]},t.prototype.call=function(e,t){var r=this;return tidy(function(){return r.invokeCallHook(e,t),batchFlatten(getExactlyOneTensor(e))})},t.className="Flatten",t}(Layer);serialization.registerClass(Flatten);var Activation$1=function(e){function t(t){var r=e.call(this,t)||this;return r.supportsMasking=!0,r.activation=getActivation(t.activation),r}return __extends$1(t,e),t.prototype.call=function(e,t){var r=this;return tidy(function(){r.invokeCallHook(e,t);var n=getExactlyOneTensor(e);return r.activation.apply(n)})},t.prototype.getConfig=function(){var t={activation:serializeActivation(this.activation)},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Activation",t}(Layer);serialization.registerClass(Activation$1);var RepeatVector=function(e){function t(t){var r=e.call(this,t)||this;return r.n=t.n,r.inputSpec=[{ndim:2}],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){return[e[0],this.n,e[1]]},t.prototype.call=function(e,t){var r=this;return tidy(function(){return repeat(e=getExactlyOneTensor(e),r.n)})},t.prototype.getConfig=function(){var t={n:this.n},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="RepeatVector",t}(Layer);serialization.registerClass(RepeatVector);var Reshape=function(e){function t(t){var r=e.call(this,t)||this;r.targetShape=t.targetShape;for(var n=0;n<r.targetShape.length;++n)r.isUnknown(r.targetShape[n])&&(r.targetShape[n]=null);return r}return __extends$1(t,e),t.prototype.isUnknown=function(e){return e<0||null==e},t.prototype.fixUnknownDimension=function(e,t){for(var r="Total size of new array must be unchanged.",n=t.slice(),a=1,o=null,i=0;i<n.length;++i){var s=n[i];if(this.isUnknown(s)){if(null!==o)throw new ValueError("Can only specifiy one unknown dimension.");o=i}else a*=s}var u=arrayProd(e);if(null!==o){if(0===a||u%a!=0)throw new ValueError(r);n[o]=u/a}else if(u!==a)throw new ValueError(r);return n},t.prototype.computeOutputShape=function(e){for(var t=!1,r=0;r<e.length;++r)if(this.isUnknown(e[r])){t=!0;break}return t?e.slice(0,1).concat(this.targetShape):e.slice(0,1).concat(this.fixUnknownDimension(e.slice(1),this.targetShape))},t.prototype.call=function(e,t){var r=this;return tidy(function(){r.invokeCallHook(e,t);var n=getExactlyOneTensor(e),a=n.shape,o=a.slice(0,1).concat(r.fixUnknownDimension(a.slice(1),r.targetShape));return n.reshape(o)})},t.prototype.getConfig=function(){var t={targetShape:this.targetShape},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Reshape",t}(Layer);serialization.registerClass(Reshape);var Permute=function(e){function t(t){var r=e.call(this,t)||this;if(null==t.dims)throw new Error("Required configuration field `dims` is missing during Permute constructor call.");if(!Array.isArray(t.dims))throw new Error("Permute constructor requires `dims` to be an Array, but received "+t.dims+" instead.");var n=range$1(1,t.dims.length+1);if(!util.arraysEqual(t.dims.slice().sort(),n))throw new Error("Invalid permutation `dims`: "+JSON.stringify(t.dims)+" `dims` must contain consecutive integers starting from 1.");return r.dims=t.dims,r.dimsIncludingBatch=[0].concat(r.dims),r.inputSpec=[new InputSpec({ndim:r.dims.length+1})],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){var t=(e=getExactlyOneShape(e)).slice();return this.dims.forEach(function(r,n){t[n+1]=e[r]}),t},t.prototype.call=function(e,t){return transpose(getExactlyOneTensor(e),this.dimsIncludingBatch)},t.prototype.getConfig=function(){var t={dims:this.dims},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Permute",t}(Layer);serialization.registerClass(Permute);var Embedding=function(e){function t(t){var r=e.call(this,t)||this;if(r.embeddings=null,r.DEFAULT_EMBEDDINGS_INITIALIZER="randomUniform",null==t.batchInputShape&&null==t.inputShape){var n=null;null!=t.batchSize&&(n=t.batchSize),null==t.inputLength?r.batchInputShape=[n,null]:r.batchInputShape=[n].concat(toList(t.inputLength))}return r.inputDim=t.inputDim,r.outputDim=t.outputDim,r.embeddingsInitializer=getInitializer(t.embeddingsInitializer||r.DEFAULT_EMBEDDINGS_INITIALIZER),r.embeddingsRegularizer=getRegularizer(t.embeddingsRegularizer),r.activityRegularizer=getRegularizer(t.activityRegularizer),r.embeddingsConstraint=getConstraint(t.embeddingsConstraint),r.maskZero=t.maskZero,r.inputLength=t.inputLength,r}return __extends$1(t,e),t.prototype.build=function(e){this.embeddings=this.addWeight("embeddings",[this.inputDim,this.outputDim],this.dtype,this.embeddingsInitializer,this.embeddingsRegularizer,!0,this.embeddingsConstraint),this.built=!0},t.prototype.warnOnIncompatibleInputShape=function(e){},t.prototype.computeMask=function(e,t){var r=this;return tidy(function(){return r.maskZero?(e=getExactlyOneTensor(e),notEqual(e,zerosLike(e))):null})},t.prototype.computeOutputShape=function(e){if(e=getExactlyOneShape(e),null==this.inputLength)return e.concat([this.outputDim]);var t=toList(this.inputLength);if(t.length!==e.length-1)throw new ValueError('"inputLength" is '+this.inputLength+", but received input shape has shape "+e);for(var r=0,n=0;n<t.length;++n){var a=t[n],o=e[n+1];if(null!=a&&null!=o&&a!==o)throw new ValueError('"inputLength" is '+this.inputLength+", but received input shape has shape "+e);null==a&&(t[r]=o),r++}return[e[0]].concat(t,[this.outputDim])},t.prototype.call=function(e,t){var r=this;return tidy(function(){r.invokeCallHook(e,t);var n=getExactlyOneTensor(e);return"int32"!==n.dtype&&(n=cast$1(n,"int32")),gather$1(r.embeddings.read(),n.as1D()).reshape(getExactlyOneShape(r.computeOutputShape(n.shape)))})},t.prototype.getConfig=function(){var t={inputDim:this.inputDim,outputDim:this.outputDim,embeddingsInitializer:serializeInitializer(this.embeddingsInitializer),embeddingsRegularizer:serializeRegularizer(this.embeddingsRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),embeddingsConstraint:serializeConstraint(this.embeddingsConstraint),maskZero:this.maskZero,inputLength:this.inputLength},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Embedding",t}(Layer);serialization.registerClass(Embedding);var Merge=function(e){function t(t){var r=e.call(this,t||{})||this;return r.supportsMasking=!0,r}return __extends$1(t,e),t.prototype.mergeFunction=function(e){throw new NotImplementedError},t.prototype.computeElementwiseOpOutputShape=function(e,t){if(null==e||null==t)return null;if(e.length<t.length)return this.computeElementwiseOpOutputShape(t,e);if(0===t.length)return e;for(var r=e.slice(0,e.length-t.length),n=0;n<t.length;++n){var a=e[e.length-t.length+n],o=t[n];if(null==a||null==o||a<0||o<0)r.push(null);else if(1===a)r.push(o);else if(1===o)r.push(a);else{if(a!==o)throw new ValueError("Operands could not be broadcast together with shapes "+JSON.stringify(e)+" "+JSON.stringify(t));r.push(a)}}return r},t.prototype.build=function(e){if(Array.isArray(e)&&!Array.isArray(e[0])&&(e=[getExactlyOneShape(e)]),(e=e).length<2)throw new ValueError("A merge layer should be called on an Array of at least 2 inputs. Got "+e.length+" input(s).");for(var t=[],r=0,n=e;r<n.length;r++)null!=(i=n[r])&&null!==i[0]&&t.push(i[0]);if((t=unique(t)).length>1)throw new ValueError("Can not merge tensors with different batch sizes. Got tensors with shapes: "+JSON.stringify(e)+".");for(var a=null==e[0]?null:e[0].slice(1),o=1;o<e.length;++o){var i=null==e[o]?null:e[o].slice(1);a=this.computeElementwiseOpOutputShape(a,i)}var s=e.map(function(e){return e.length});-1===e.indexOf(null)&&1===unique(s).length?this.reshapeRequired=!1:this.reshapeRequired=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){if(e=e,r.reshapeRequired){var t=[],n=e.map(function(e){return e.rank});if(-1===n.indexOf(null)){for(var a=max$1(n),o=0,i=e;o<i.length;o++){for(var s=(d=i[o]).rank,u=0;u<a-s;++u)d=expandDims$1(d,1);t.push(d)}return r.mergeFunction(t)}for(var l=!1,p=0,c=e;p<c.length;p++){var d;if(null==(s=(d=c[p]).rank)){var h=d.shape,f=h[0],m=h.slice(1).concat([f]),g=d.reshape([f].concat(arrayProd(h.slice(1))));g=(g=transpose(g,[1,0])).reshape(m),t.push(g),l=!0}else if(s>1){var y=range$1(1,s).concat([0]);t.push(transpose(d,y)),l=!0}else t.push(d)}var v=r.mergeFunction(t),x=v.rank;if(l)if(null==x){var b=v.shape;m=[f=b[b.length-1]].concat(b.slice(0,b.length-1)),v=transpose(v.reshape([-1,f]),[1,0]).reshape(m)}else x>1&&(y=[x-1].concat(range$1(0,x-1)),v=transpose(v,y));return v}return r.mergeFunction(e)})},t.prototype.computeOutputShape=function(e){var t;t=null==(e=e)[0]?null:e[0].slice(1);for(var r=1;r<e.length;++r){var n=null==e[r]?null:e[r].slice(1);t=this.computeElementwiseOpOutputShape(t,n)}for(var a=[],o=0,i=e;o<i.length;o++)null!=(n=i[o])&&null!==n[0]&&a.push(n[0]);return 1===(a=unique(a)).length?a.concat(t):[null].concat(t)},t.prototype.computeMask=function(e,t){return tidy(function(){if(null==t)return null;if(!Array.isArray(t))throw new ValueError("`mask` should be an Array");if(!Array.isArray(e))throw new ValueError("`inputs` should be an Array");if(t.length!==e.length)throw new ValueError("The Array 'inputs' and 'mask' are expected to have the same length, but have different lengths ("+e.length+" vs "+t.length+")");if(t.every(function(e){return null==e}))return null;for(var r=(t=t.map(function(e){return null==e?e:expandDims(e,0)}))[0],n=1;n<t.length-1;++n)r=logicalAnd(r,t[n]);return r})},t}(Layer),Add=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.mergeFunction=function(e){return tidy(function(){for(var t=e[0].clone(),r=1;r<e.length;++r)t=add(t,e[r]);return t})},t.className="Add",t}(Merge);serialization.registerClass(Add);var Multiply=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.mergeFunction=function(e){return tidy(function(){for(var t=e[0].clone(),r=1;r<e.length;++r)t=mul(t,e[r]);return t})},t.className="Multiply",t}(Merge);serialization.registerClass(Multiply);var Average=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.mergeFunction=function(e){return tidy(function(){for(var t=e[0].clone(),r=1;r<e.length;++r)t=add(t,e[r]);return mul(getScalar(1/e.length),t)})},t.className="Average",t}(Merge);serialization.registerClass(Average);var Maximum=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.mergeFunction=function(e){return tidy(function(){for(var t=e[0],r=1;r<e.length;++r)t=maximum(t,e[r]);return t})},t.className="Maximum",t}(Merge);serialization.registerClass(Maximum);var Minimum=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.mergeFunction=function(e){return tidy(function(){for(var t=e[0],r=1;r<e.length;++r)t=minimum(t,e[r]);return t})},t.className="Minimum",t}(Merge);serialization.registerClass(Minimum);var Concatenate=function(e){function t(t){var r=e.call(this,t)||this;return r.DEFAULT_AXIS=-1,null==t&&(t={}),r.axis=null==t.axis?r.DEFAULT_AXIS:t.axis,r.supportsMasking=!0,r.reshapeRequired=!1,r}return __extends$1(t,e),t.prototype.build=function(e){if(!Array.isArray(e)||!Array.isArray(e[0])||1===e.length)throw new ValueError("A `Concatenate` layer should be called on a list of at least 2 inputs");for(var t=!0,r=0,n=e=e;r<n.length;r++)if(null!=(p=n[r])){t=!1;break}if(!t){for(var a=[],o=0;o<e.length;++o){var i=e[o].slice();i.splice(this.axis,1);for(var s=!1,u=0,l=a;u<l.length;u++){var p=l[u];if(util.arraysEqual(p,i)){s=!0;break}}s||a.push(i)}if(a.length>1)throw new ValueError("A `Concatenate` layer requires inputs with matching shapes except for the concat axis. Got input shapes: "+JSON.stringify(e))}},t.prototype.mergeFunction=function(e){var t=this;return tidy(function(){return concatenate(e,t.axis)})},t.prototype.computeOutputShape=function(e){if(!Array.isArray(e)||!Array.isArray(e[0]))throw new ValueError("A `Concatenate` layer should be called on a list of inputs.");for(var t=e,r=t[0].slice(),n=this.axis<0?r.length+this.axis:this.axis,a=0,o=t.slice(1);a<o.length;a++){var i=o[a];if(null==r[n]||null==i[n]){r[n]=null;break}r[n]+=i[n]}return r},t.prototype.computeMask=function(e,t){throw new NotImplementedError("computeMask has not been implemented for Concatenate yet")},t.prototype.getConfig=function(){var t={axis:this.axis},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Concatenate",t}(Merge);function interpretAxis(e,t){for(;e<0;)e+=t;return e}function batchDot(e,t,r){if(e.shape.length>3||t.shape.length>3)throw new NotImplementedError("batchDot is not implemented for tensors of 4D or higher rank yet");if(util.assert(e.shape.length>=2,"batchDot requires the rank of x to be >= 2, but got "+e.shape.length),util.assert(e.shape.length>=2,"batchDot requires the rank of y to be >= 2, but got "+t.shape.length),"number"==typeof r&&(r=[r,r]),"complex64"===e.dtype||"complex64"===t.dtype)throw new NotImplementedError("batchDot is not implemented for complex64-type Tensors yet.");var n=e.shape.length,a=t.shape.length;null==r&&(r=[n-1,a-2]);var o=r;return tidy(function(){var r,i;if(n>a){r=n-a;for(var s=[],u=0;u<r;++u)s.push(1);t=t.reshape(t.shape.concat(s))}else if(a>n){for(r=a-n,s=[],u=0;u<r;++u)s.push(1);e=e.reshape(e.shape.concat(s))}else r=0;if(2===e.shape.length&&2===t.shape.length)i=o[0]===o[1]?e.mulStrict(t).sum(o[0]):e.transpose([1,0]).mulStrict(t).sum(o[1]);else{var l=o[0]!==e.shape.length-1||null,p=o[1]===t.shape.length-1||null;i=e.matMul(t,l,p)}if(r>0){var c,d=[];for(u=c=n>a?n+a-3:n-1;u<c+r;++u)d.push(u);i=i.squeeze(d)}return 1===i.shape.length&&(i=i.expandDims(1)),i})}serialization.registerClass(Concatenate);var Dot=function(e){function t(t){var r=e.call(this,t)||this;return r.axes=t.axes,r.normalize=null!=t.normalize&&t.normalize,r.supportsMasking=!0,r.reshapeRequired=!1,r}return __extends$1(t,e),t.prototype.build=function(e){util.assert(Array.isArray(e)&&2===e.length&&Array.isArray(e[0])&&Array.isArray(e[1]),"A `Dot` layer should be called on a list of exactly 2 inputs.");var t=e[0],r=e[1];if(t.length>3||r.length>3)throw new NotImplementedError("Dot layer does not support tensors of 4D or higher rank yet.");var n=this.interpretAxes(t,r);if(t[n[0]]!==r[n[1]])throw new ValueError("Dimension incompatibility: "+t[n[0]]+" !== "+r[n[1]])},t.prototype.mergeFunction=function(e){if(2!==e.length)throw new ValueError("A `Dot` layer must be called on exactly 2 inputs, but received "+e.length+" input(s).");var t,r=e[0],n=e[1];return t=Array.isArray(this.axes)?this.axes.map(function(t,r){return interpretAxis(t,e[r].shape.length)}):[interpretAxis(this.axes,r.shape.length),interpretAxis(this.axes,n.shape.length)],this.normalize&&(r=l2Normalize(r,t[0]),n=l2Normalize(n,t[1])),batchDot(r,n,t)},t.prototype.interpretAxes=function(e,t){return Array.isArray(this.axes)?this.axes:[interpretAxis(this.axes,e.length),interpretAxis(this.axes,t.length)]},t.prototype.computeOutputShape=function(e){util.assert(Array.isArray(e)&&2===e.length&&Array.isArray(e[0])&&Array.isArray(e[1]),"A `Dot` layer should be called on a list of exactly 2 inputs.");var t=e[0].slice(),r=e[1].slice();if(t.length>3||r.length>3)throw new NotImplementedError("Dot layer does not support tensors of 4D or higher rank yet.");var n=this.interpretAxes(t,r);t.splice(n[0],1),r.splice(n[1],1),r.splice(0,1);var a=t.concat(r);return 1===a.length&&a.push(1),a},t.prototype.computeMask=function(e,t){throw new NotImplementedError("computeMask has not been implemented for Dot yet")},t.prototype.getConfig=function(){var t={axes:this.axes,normalize:this.normalize},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="Dot",t}(Merge);function batchNormalization$1(e,t,r,n,a,o){var i;if(void 0===o&&(o=.001),2===e.rank)i=batchNormalization2d(e,t,r,o,a,n);else if(3===e.rank)i=batchNormalization3d(e,t,r,o,a,n);else{if(4!==e.rank)throw new NotImplementedError("batchNormalization is not implemented for array of rank "+e.rank+" yet");i=batchNormalization4d(e,t,r,o,a,n)}return i}function regularNormalizeBatchInTraining(e,t,r,n,a){return void 0===a&&(a=.001),tidy(function(){var o=moments(e,n),i=o.mean,s=o.variance;return[batchNormalization$1(e,i,s,r,t,a),i,s]})}function broadcastNormalizeBatchInTraining(e,t,r,n,a){return void 0===a&&(a=.001),tidy(function(){for(var o=moments(e,n),i=o.mean,s=o.variance,u=[],l=0,p=range$1(0,e.rank);l<p.length;l++){var c=p[l];-1!==n.indexOf(c)?u.push(1):u.push(e.shape[c])}var d=i.reshape(u),h=s.reshape(u),f=null==t?null:t.reshape(u),m=null==r?null:r.reshape(u);return[batchNormalization$1(e,d,h,m,f,a),i,s]})}function normalizeBatchInTraining(e,t,r,n,a){return void 0===a&&(a=.001),util.arraysEqual(n.slice().sort(),range$1(0,e.rank-1))?regularNormalizeBatchInTraining(e,t,r,n,a):broadcastNormalizeBatchInTraining(e,t,r,n,a)}serialization.registerClass(Dot);var BatchNormalization=function(e){function t(t){var r=this;return null==t&&(t={}),(r=e.call(this,t)||this).supportsMasking=!0,r.axis=null==t.axis?-1:t.axis,r.momentum=null==t.momentum?.99:t.momentum,r.epsilon=null==t.epsilon?.001:t.epsilon,r.center=null==t.center||t.center,r.scale=null==t.scale||t.scale,r.betaInitializer=getInitializer(t.betaInitializer||"zeros"),r.gammaInitializer=getInitializer(t.gammaInitializer||"ones"),r.movingMeanInitializer=getInitializer(t.movingMeanInitializer||"zeros"),r.movingVarianceInitializer=getInitializer(t.movingVarianceInitializer||"ones"),r.betaConstraint=getConstraint(t.betaConstraint),r.gammaConstraint=getConstraint(t.gammaConstraint),r.betaRegularizer=getRegularizer(t.betaRegularizer),r.gammaRegularizer=getRegularizer(t.gammaRegularizer),r}return __extends$1(t,e),t.prototype.build=function(e){e=getExactlyOneShape(e);var t=this.axis>=0?this.axis:this.axis+e.length,r=e[t];if(null==r)throw new ValueError("Axis "+t+" of input tensor should have a defined dimension but the layer received an input with shape "+JSON.stringify(e)+".");this.inputSpec=[new InputSpec({ndim:e.length,axes:(n={},n[t]=r,n)})];var n,a=[r];this.scale&&(this.gamma=this.addWeight("gamma",a,null,this.gammaInitializer,this.gammaRegularizer,!0,this.gammaConstraint)),this.center&&(this.beta=this.addWeight("beta",a,null,this.betaInitializer,this.betaRegularizer,!0,this.betaConstraint)),this.movingMean=this.addWeight("moving_mean",a,null,this.movingMeanInitializer,null,!1),this.movingVariance=this.addWeight("moving_variance",a,null,this.movingVarianceInitializer,null,!1),this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){var n=null!=t.training&&t.training,a=getExactlyOneTensor(e),o=a.shape,i=o.length,s=range$1(0,i),u=r.axis>=0?r.axis:r.axis+i;s.splice(u,1);var l=pyListRepeat(1,i);l[u]=o[u];var p=s.slice();p.sort();var c=!util.arraysEqual(p,range$1(0,i).slice(0,i-1));if(!n)return function(){if(c){var e=r.movingMean.read().reshape(l),t=r.movingVariance.read().reshape(l),n=r.center?r.beta.read().reshape(l):null,o=r.scale?r.gamma.read().reshape(l):null;return batchNormalization$1(a,e,t,n,o,r.epsilon)}return batchNormalization$1(a,r.movingMean.read(),r.movingVariance.read(),null==r.beta?null:r.beta.read(),null==r.gamma?null:r.gamma.read(),r.epsilon)}();var d=normalizeBatchInTraining(a,r.gamma.read(),r.beta.read(),s,r.epsilon),h=d[0],f=d[1],m=d[2],g=function(e,t,r){tidy(function(){var n=getScalar(1).sub(getScalar(r)),a=e.read(),o=a.sub(t).mul(n);e.write(a.sub(o))})};return g(r.movingMean,f,r.momentum),g(r.movingVariance,m,r.momentum),h})},t.prototype.getConfig=function(){var t={axis:this.axis,momentum:this.momentum,epsilon:this.epsilon,center:this.center,scale:this.scale,betaInitializer:serializeInitializer(this.betaInitializer),gammaInitializer:serializeInitializer(this.gammaInitializer),movingMeanInitializer:serializeInitializer(this.movingMeanInitializer),movingVarianceInitializer:serializeInitializer(this.movingVarianceInitializer),betaRegularizer:serializeRegularizer(this.betaRegularizer),gammaRegularizer:serializeRegularizer(this.gammaRegularizer),betaConstraint:serializeConstraint(this.betaConstraint),gammaConstraint:serializeConstraint(this.gammaConstraint)},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="BatchNormalization",t}(Layer);function spatial2dPadding(e,t,r){return tidy(function(){if(4!==e.rank)throw new ValueError("temporalPadding expects input tensor to be 4-D, but received a "+e.rank+"-D tensor.");if(null==t&&(t=[[1,1],[1,1]]),2!==t.length||2!==t[0].length||2!==t[1].length)throw new ValueError("spatial2dPadding expects `padding` to be an Array of two Arrays, each of which is an Array of two integers.");if(null==r&&(r=imageDataFormat()),"channelsLast"!==r&&"channelsFirst"!==r)throw new ValueError("Unknown data format: "+r+". Supported data formats are 'channelsLast' and 'channelsFirst.");var n;return n="channelsFirst"===r?[[0,0],[0,0],t[0],t[1]]:[[0,0],t[0],t[1],[0,0]],pad(e,n)})}serialization.registerClass(BatchNormalization);var ZeroPadding2D=function(e){function t(t){var r=this;if(null==t&&(t={}),(r=e.call(this,t)||this).dataFormat=null==t.dataFormat?imageDataFormat():t.dataFormat,null==t.padding)r.padding=[[1,1],[1,1]];else if("number"==typeof t.padding)r.padding=[[t.padding,t.padding],[t.padding,t.padding]];else{if(t.padding=t.padding,2!==t.padding.length)throw new ValueError("ZeroPadding2D expects padding to be a length-2 array, but received a length-"+t.padding.length+" array.");var n=void 0,a=void 0;if("number"==typeof t.padding[0])n=[t.padding[0],t.padding[0]],a=[t.padding[1],t.padding[1]];else{if(t.padding=t.padding,2!==t.padding[0].length)throw new ValueError("ZeroPadding2D expects height padding to be a length-2 array, but received a length-"+t.padding[0].length+" array.");if(n=t.padding[0],2!==t.padding[1].length)throw new ValueError("ZeroPadding2D expects width padding to be a length-2 array, but received a length-"+t.padding[1].length+" array.");a=t.padding[1]}r.padding=[n,a]}return r.inputSpec=[new InputSpec({ndim:4})],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){var t,r;return e=getExactlyOneShape(e),"channelsFirst"===this.dataFormat?(t=null!=e[2]&&e[2]>=0?e[2]+this.padding[0][0]+this.padding[0][1]:null,r=null!=e[3]&&e[3]>=0?e[3]+this.padding[1][0]+this.padding[1][1]:null,[e[0],e[1],t,r]):(t=null!=e[1]&&e[1]>=0?e[1]+this.padding[0][0]+this.padding[0][1]:null,r=null!=e[2]&&e[2]>=0?e[2]+this.padding[1][0]+this.padding[1][1]:null,[e[0],t,r,e[3]])},t.prototype.call=function(e,t){var r=this;return tidy(function(){return spatial2dPadding(getExactlyOneTensor(e),r.padding,r.dataFormat)})},t.prototype.getConfig=function(){var t={padding:this.padding,dataFormat:this.dataFormat},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="ZeroPadding2D",t}(Layer);function pool2d(e,t,r,n,a,o){return tidy(function(){var i;checkDataFormat(a),checkPoolMode(o),checkPaddingMode(n),null==r&&(r=[1,1]),null==n&&(n="valid"),null==a&&(a=imageDataFormat()),null==o&&(o="max"),e=preprocessConv2DInput(e,a);var s="same"===n?"same":"valid";return i="max"===o?maxPool(e,t,r,s):avgPool(e,t,r,s),"channelsFirst"===a&&(i=transpose(i,[0,3,1,2])),i})}serialization.registerClass(ZeroPadding2D);var Pooling1D=function(e){function t(t){var r=this;if(null==t.poolSize&&(t.poolSize=2),r=e.call(this,t)||this,"number"==typeof t.poolSize)r.poolSize=[t.poolSize];else{if(!Array.isArray(t.poolSize)||1!==t.poolSize.length||"number"!=typeof t.poolSize[0])throw new ValueError("poolSize for 1D convolutional layer must be a number or an Array of a single number, but received "+JSON.stringify(t.poolSize));r.poolSize=t.poolSize}if(null==t.strides)r.strides=r.poolSize;else if("number"==typeof t.strides)r.strides=[t.strides];else{if(!Array.isArray(t.strides)||1!==t.strides.length||"number"!=typeof t.strides[0])throw new ValueError("strides for 1D convolutional layer must be a number or an Array of a single number, but received "+JSON.stringify(t.strides));r.strides=t.strides}return r.padding=null==t.padding?"valid":t.padding,checkPaddingMode(r.padding),r.inputSpec=[new InputSpec({ndim:3})],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){var t=convOutputLength((e=getExactlyOneShape(e))[1],this.poolSize[0],this.padding,this.strides[0]);return[e[0],t,e[2]]},t.prototype.call=function(e,t){var r=this;return tidy(function(){r.invokeCallHook(e,t),e=expandDims$1(getExactlyOneTensor(e),2);var n=r.poolingFunction(getExactlyOneTensor(e),[r.poolSize[0],1],[r.strides[0],1],r.padding,"channelsLast");return squeeze(n,[2])})},t.prototype.getConfig=function(){var t={poolSize:this.poolSize,padding:this.padding,strides:this.strides},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t}(Layer),MaxPooling1D=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.poolingFunction=function(e,t,r,n,a){return checkDataFormat(a),checkPaddingMode(n),pool2d(e,t,r,n,a,"max")},t.className="MaxPooling1D",t}(Pooling1D);serialization.registerClass(MaxPooling1D);var AveragePooling1D=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.poolingFunction=function(e,t,r,n,a){return checkDataFormat(a),checkPaddingMode(n),pool2d(e,t,r,n,a,"avg")},t.className="AveragePooling1D",t}(Pooling1D);serialization.registerClass(AveragePooling1D);var Pooling2D=function(e){function t(t){var r=this;if(null==t.poolSize&&(t.poolSize=[2,2]),(r=e.call(this,t)||this).poolSize=Array.isArray(t.poolSize)?t.poolSize:[t.poolSize,t.poolSize],null==t.strides)r.strides=r.poolSize;else if(Array.isArray(t.strides)){if(2!==t.strides.length)throw new ValueError("If the strides property of a 2D pooling layer is an Array, it is expected to have a length of 2, but received length "+t.strides.length+".");r.strides=t.strides}else r.strides=[t.strides,t.strides];return r.padding=null==t.padding?"valid":t.padding,r.dataFormat=null==t.dataFormat?"channelsLast":t.dataFormat,checkDataFormat(r.dataFormat),checkPaddingMode(r.padding),r.inputSpec=[new InputSpec({ndim:4})],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){e=getExactlyOneShape(e);var t="channelsFirst"===this.dataFormat?e[2]:e[1],r="channelsFirst"===this.dataFormat?e[3]:e[2];return t=convOutputLength(t,this.poolSize[0],this.padding,this.strides[0]),r=convOutputLength(r,this.poolSize[1],this.padding,this.strides[1]),"channelsFirst"===this.dataFormat?[e[0],e[1],t,r]:[e[0],t,r,e[3]]},t.prototype.call=function(e,t){var r=this;return tidy(function(){return r.invokeCallHook(e,t),r.poolingFunction(getExactlyOneTensor(e),r.poolSize,r.strides,r.padding,r.dataFormat)})},t.prototype.getConfig=function(){var t={poolSize:this.poolSize,padding:this.padding,strides:this.strides,dataFormat:this.dataFormat},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t}(Layer),MaxPooling2D=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.poolingFunction=function(e,t,r,n,a){return checkDataFormat(a),checkPaddingMode(n),pool2d(e,t,r,n,a,"max")},t.className="MaxPooling2D",t}(Pooling2D);serialization.registerClass(MaxPooling2D);var AveragePooling2D=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.poolingFunction=function(e,t,r,n,a){return checkDataFormat(a),checkPaddingMode(n),pool2d(e,t,r,n,a,"avg")},t.className="AveragePooling2D",t}(Pooling2D);serialization.registerClass(AveragePooling2D);var GlobalPooling1D=function(e){function t(t){var r=e.call(this,t)||this;return r.inputSpec=[new InputSpec({ndim:3})],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){return[e[0],e[2]]},t.prototype.call=function(e,t){throw new NotImplementedError},t}(Layer),GlobalAveragePooling1D=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.call=function(e,t){return tidy(function(){var t=getExactlyOneTensor(e);return mean(t,1)})},t.className="GlobalAveragePooling1D",t}(GlobalPooling1D);serialization.registerClass(GlobalAveragePooling1D);var GlobalMaxPooling1D=function(e){function t(t){return e.call(this,t)||this}return __extends$1(t,e),t.prototype.call=function(e,t){return tidy(function(){var t=getExactlyOneTensor(e);return max(t,1)})},t.className="GlobalMaxPooling1D",t}(GlobalPooling1D);serialization.registerClass(GlobalMaxPooling1D);var GlobalPooling2D=function(e){function t(t){var r=e.call(this,t)||this;return r.dataFormat=null==t.dataFormat?"channelsLast":t.dataFormat,checkDataFormat(r.dataFormat),r.inputSpec=[new InputSpec({ndim:4})],r}return __extends$1(t,e),t.prototype.computeOutputShape=function(e){return e=e,"channelsLast"===this.dataFormat?[e[0],e[3]]:[e[0],e[1]]},t.prototype.call=function(e,t){throw new NotImplementedError},t.prototype.getConfig=function(){var t={dataFormat:this.dataFormat},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t}(Layer),GlobalAveragePooling2D=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.call=function(e,t){var r=this;return tidy(function(){var t=getExactlyOneTensor(e);return"channelsLast"===r.dataFormat?mean(t,[1,2]):mean(t,[2,3])})},t.className="GlobalAveragePooling2D",t}(GlobalPooling2D);serialization.registerClass(GlobalAveragePooling2D);var GlobalMaxPooling2D=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.call=function(e,t){var r=this;return tidy(function(){var t=getExactlyOneTensor(e);return"channelsLast"===r.dataFormat?max(t,[1,2]):max(t,[2,3])})},t.className="GlobalMaxPooling2D",t}(GlobalPooling2D);function standardizeArgs(e,t,r,n){if(Array.isArray(e)){if(null!=t||null!=r)throw new ValueError("When inputs is an array, neither initialState or constants should be provided");null!=n&&(r=e.slice(e.length-n,e.length),e=e.slice(0,e.length-n)),e.length>1&&(t=e.slice(1,e.length)),e=e[0]}function a(e){return null==e||Array.isArray(e)?e:[e]}return{inputs:e,initialState:t=a(t),constants:r=a(r)}}function rnn(e,t,r,n,a,o,i,s){void 0===n&&(n=!1),void 0===i&&(i=!1),void 0===s&&(s=!1);var u=t.shape.length;if(u<3)throw new ValueError("Input should be at least 3D, but is "+u+"D.");var l,p,c=[1,0].concat(range$1(2,u));if(t=transpose(t,c),null!=a)throw new NotImplementedError("The rnn() function of the deeplearn.js backend does not support masking yet.");if(null!=o)throw new NotImplementedError("The rnn() functoin of the deeplearn.js backend does not support constants yet.");i&&console.warn("Backend rnn(): the unroll = true option is not applicable to the imperative deeplearn.js backend."),n&&(t=reverse(t,0));for(var d=r,h=t.shape[0],f=function(r){var n=sliceAlongFirstAxis(t,r,1);n=n.reshape(n.shape.slice(1));var a=tidy(function(){return e(n,d)});if(p=a[0],s)if(0===r)l=p.expandDims(1);else{var o=concat([l,p.expandDims(1)],1);l.dispose(),l=o}d=a[1]},m=0;m<h;++m)f(m);return[p,l,d]}serialization.registerClass(GlobalMaxPooling2D);var RNN=function(e){function t(t){var r,n=e.call(this,t)||this;if(null==t.cell)throw new ValueError("cell property is missing for the constructor of RNN.");if(null==(r=Array.isArray(t.cell)?new StackedRNNCells({cells:t.cell}):t.cell).stateSize)throw new ValueError("The RNN cell should have an attribute `stateSize` (tuple of integers, one integer per RNN state).");return n.cell=r,n.returnSequences=null!=t.returnSequences&&t.returnSequences,n.returnState=null!=t.returnState&&t.returnState,n.goBackwards=null!=t.goBackwards&&t.goBackwards,n._stateful=null!=t.stateful&&t.stateful,n.unroll=null!=t.unroll&&t.unroll,n.supportsMasking=!0,n.inputSpec=[new InputSpec({ndim:3})],n.stateSpec=null,n.states=null,n.numConstants=null,n.keptStates=[],n}return __extends$1(t,e),t.prototype.getStates=function(){return null==this.states?range$1(0,Array.isArray(this.cell.stateSize)?this.cell.stateSize.length:1).map(function(e){return null}):this.states},t.prototype.setStates=function(e){this.states=e},t.prototype.computeOutputShape=function(e){isArrayOfShapes(e)&&(e=e[0]),e=e;var t=this.cell.stateSize;Array.isArray(t)||(t=[t]);var r,n=t[0];if(r=this.returnSequences?[e[0],e[1],n]:[e[0],n],this.returnState){for(var a=[],o=0,i=t;o<i.length;o++){var s=i[o];a.push([e[0],s])}return[r].concat(a)}return r},t.prototype.computeMask=function(e,t){Array.isArray(t)&&(t=t[0]);var r=this.returnSequences?t:null;if(this.returnState){var n=this.states.map(function(e){return null});return[r].concat(n)}return r},t.prototype.build=function(e){if(null!=this.numConstants)throw new NotImplementedError("Constants support is not implemented in RNN yet.");isArrayOfShapes(e)&&(e=e[0]),e=e;var t=this.stateful?e[0]:null,r=e[e.length-1];this.inputSpec[0]=new InputSpec({shape:[t,null,r]});var n,a=[e[0]].concat(e.slice(2));if(this.cell.build(a),n=Array.isArray(this.cell.stateSize)?this.cell.stateSize:[this.cell.stateSize],null!=this.stateSpec){if(!util.arraysEqual(this.stateSpec.map(function(e){return e.shape[e.shape.length-1]}),n))throw new ValueError("An initialState was passed that is not compatible with cell.stateSize. Received stateSpec="+this.stateSpec+"; However cell.stateSize is "+this.cell.stateSize)}else this.stateSpec=n.map(function(e){return new InputSpec({shape:[null,e]})});this.stateful&&this.resetStates()},t.prototype.resetStates=function(e,t){var r=this;void 0===t&&(t=!1),tidy(function(){if(!r.stateful)throw new AttributeError("Cannot call resetStates() on an RNN Layer that is not stateful.");var n=r.inputSpec[0].shape[0];if(null==n)throw new ValueError("If an RNN is stateful, it needs to know its batch size. Specify the batch size of your input tensors: \n- If using a Sequential model, specify the batch size by passing a `batchInputShape` option to your first layer.\n- If using the functional API, specify the batch size by passing a `batchShape` option to your Input layer.");if(null==r.states)Array.isArray(r.cell.stateSize)?r.states=r.cell.stateSize.map(function(e){return zeros([n,e])}):r.states=[zeros([n,r.cell.stateSize])];else if(null==e)dispose(r.states),null!=r.keptStates&&(dispose(r.keptStates),r.keptStates=[]),Array.isArray(r.cell.stateSize)?r.states=r.cell.stateSize.map(function(e){return zeros([n,e])}):r.states[0]=zeros([n,r.cell.stateSize]);else{if(Array.isArray(e)||(e=[e]),e.length!==r.states.length)throw new ValueError("Layer "+r.name+" expects "+r.states.length+" state(s), but it received "+e.length+" state value(s). Input received: "+e);!0===t?r.keptStates.push(r.states.slice()):dispose(r.states);for(var a=0;a<r.states.length;++a){var o=e[a],i=Array.isArray(r.cell.stateSize)?r.cell.stateSize[a]:r.cell.stateSize,s=[n,i];if(!util.arraysEqual(o.shape,s))throw new ValueError("State "+a+" is incompatible with layer "+r.name+": expected shape="+s+", received shape="+o.shape);r.states[a]=o}}r.states.forEach(function(e){return keep(e)})})},t.prototype.apply=function(t,r){var n=null==r?null:r.initialState,a=null==r?null:r.constants;null==r&&(r={});var o=standardizeArgs(t,n,a,this.numConstants);t=o.inputs,n=o.initialState,a=o.constants;var i=[],s=[];if(null!=n){r.initialState=n,i=i.concat(n),this.stateSpec=[];for(var u=0,l=n;u<l.length;u++){var p=l[u];this.stateSpec.push(new InputSpec({shape:p.shape}))}s=s.concat(this.stateSpec)}if(null!=a&&(r.constants=a,i=i.concat(a),this.numConstants=a.length),i[0]instanceof SymbolicTensor){var c=[t].concat(i),d=this.inputSpec.concat(s),h=this.inputSpec;this.inputSpec=d;var f=e.prototype.apply.call(this,c,r);return this.inputSpec=h,f}return e.prototype.apply.call(this,t,r)},t.prototype.call=function(e,t){var r=this;return tidy(function(){var n=null==t?null:t.mask,a=null==t?null:t.training,o=null==t?null:t.initialState;if(e=getExactlyOneTensor(e),null==o&&(o=r.stateful?r.states:r.getInitialState(e)),null!=n)throw new NotImplementedError("Masking is not implemented for RNN yet");var i=Array.isArray(r.cell.stateSize)?r.cell.stateSize.length:1;if(o.length!==i)throw new ValueError("RNN Layer has "+i+" state(s) but was passed "+o.length+" initial state(s).");r.unroll&&console.warn("Ignoring unroll = true for RNN layer, due to imperative backend.");var s={training:a},u=rnn(function(e,t){var n=r.cell.call([e].concat(t),s);return[n[0],n.slice(1)]},e,o,r.goBackwards,null,null,r.unroll,r.returnSequences),l=u[0],p=u[1],c=u[2];r.stateful&&r.resetStates(c,a);var d=r.returnSequences?p:l;return r.returnState?[d].concat(c):d})},t.prototype.getInitialState=function(e){var t=this;return tidy(function(){var r=zeros(e.shape);return r=expandDims$1(r=sum$1(r,[1,2])),Array.isArray(t.cell.stateSize)?t.cell.stateSize.map(function(e){return e>1?tile$1(r,[1,e]):r}):t.cell.stateSize>1?[tile$1(r,[1,t.cell.stateSize])]:[r]})},Object.defineProperty(t.prototype,"trainableWeights",{get:function(){return this.trainable?this.cell.trainableWeights:[]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"nonTrainableWeights",{get:function(){return this.trainable?this.cell.nonTrainableWeights:this.cell.weights},enumerable:!0,configurable:!0}),t.prototype.getConfig=function(){var t={returnSequences:this.returnSequences,returnState:this.returnState,goBackwards:this.goBackwards,stateful:this.stateful,unroll:this.unroll};null!=this.numConstants&&(t.numConstants=this.numConstants);var r=this.cell.getConfig();t.cell={className:this.cell.getClassName(),config:r};var n=e.prototype.getConfig.call(this);return Object.assign(t,n),t},t.className="RNN",t}(Layer);serialization.registerClass(RNN);var RNNCell=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t}(Layer),SimpleRNNCell=function(e){function t(t){var r=e.call(this,t)||this;return r.DEFAULT_ACTIVATION="tanh",r.DEFAULT_KERNEL_INITIALIZER="glorotNormal",r.DEFAULT_RECURRENT_INITIALIZER="orthogonal",r.DEFAULT_BIAS_INITIALIZER="zeros",r.units=t.units,r.activation=getActivation(null==t.activation?r.DEFAULT_ACTIVATION:t.activation),r.useBias=null==t.useBias||t.useBias,r.kernelInitializer=getInitializer(t.kernelInitializer||r.DEFAULT_KERNEL_INITIALIZER),r.recurrentInitializer=getInitializer(t.recurrentInitializer||r.DEFAULT_RECURRENT_INITIALIZER),r.biasInitializer=getInitializer(t.biasInitializer||r.DEFAULT_BIAS_INITIALIZER),r.kernelRegularizer=getRegularizer(t.kernelRegularizer),r.recurrentRegularizer=getRegularizer(t.recurrentRegularizer),r.biasRegularizer=getRegularizer(t.biasRegularizer),r.kernelConstraint=getConstraint(t.kernelConstraint),r.recurrentConstraint=getConstraint(t.recurrentConstraint),r.biasConstraint=getConstraint(t.biasConstraint),r.dropout=min$1([1,max$1([0,null==t.dropout?0:t.dropout])]),r.recurrentDropout=min$1([1,max$1([0,null==t.recurrentDropout?0:t.recurrentDropout])]),r.stateSize=r.units,r.dropoutMask=null,r.recurrentDropoutMask=null,r}return __extends$1(t,e),t.prototype.build=function(e){e=getExactlyOneShape(e),this.kernel=this.addWeight("kernel",[e[e.length-1],this.units],null,this.kernelInitializer,this.kernelRegularizer,!0,this.kernelConstraint),this.recurrentKernel=this.addWeight("recurrent_kernel",[this.units,this.units],null,this.recurrentInitializer,this.recurrentRegularizer,!0,this.recurrentConstraint),this.useBias?this.bias=this.addWeight("bias",[this.units],null,this.biasInitializer,this.biasRegularizer,!0,this.biasConstraint):this.bias=null,this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){if(2!==(e=e).length)throw new ValueError("SimpleRNNCell expects 2 input Tensors, got "+e.length+".");var n=e[1];e=e[0];var a,o=null!=t.training&&t.training;0<r.dropout&&r.dropout<1&&null==r.dropoutMask&&(r.dropoutMask=generateDropoutMask(function(){return onesLike(e)},r.dropout,o)),0<r.recurrentDropout&&r.recurrentDropout<1&&null==r.recurrentDropoutMask&&(r.recurrentDropoutMask=generateDropoutMask(function(){return onesLike(n)},r.recurrentDropout,o));var i=r.dropoutMask,s=r.recurrentDropoutMask;a=dot$1(null!=i?mul(e,i):e,r.kernel.read()),null!=r.bias&&(a=biasAdd(a,r.bias.read())),null!=s&&(n=mul(n,s));var u=add(a,dot$1(n,r.recurrentKernel.read()));return null!=r.activation&&(u=r.activation.apply(u)),[u,u]})},t.prototype.getConfig=function(){var t={units:this.units,activation:serializeActivation(this.activation),useBias:this.useBias,kernelInitializer:serializeInitializer(this.kernelInitializer),recurrentInitializer:serializeInitializer(this.recurrentInitializer),biasInitializer:serializeInitializer(this.biasInitializer),kernelRegularizer:serializeRegularizer(this.kernelRegularizer),recurrentRegularizer:serializeRegularizer(this.recurrentRegularizer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint),recurrentConstraint:serializeConstraint(this.recurrentConstraint),biasConstraint:serializeConstraint(this.biasConstraint),dropout:this.dropout,recurrentDropout:this.recurrentDropout},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="SimpleRNNCell",t}(RNNCell);serialization.registerClass(SimpleRNNCell);var SimpleRNN=function(e){function t(t){return t.cell=new SimpleRNNCell(t),e.call(this,t)||this}return __extends$1(t,e),t.prototype.call=function(t,r){var n=this;return tidy(function(){null!=n.cell.dropoutMask&&(dispose(n.cell.dropoutMask),n.cell.dropoutMask=null),null!=n.cell.recurrentDropoutMask&&(dispose(n.cell.recurrentDropoutMask),n.cell.recurrentDropoutMask=null);var a=null==r?null:r.mask,o=null==r?null:r.training,i=null==r?null:r.initialState;return e.prototype.call.call(n,t,{mask:a,training:o,initialState:i})})},Object.defineProperty(t.prototype,"units",{get:function(){return this.cell.units},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"activation",{get:function(){return this.cell.activation},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"useBias",{get:function(){return this.cell.useBias},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelInitializer",{get:function(){return this.cell.kernelInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentInitializer",{get:function(){return this.cell.recurrentInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasInitializer",{get:function(){return this.cell.biasInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelRegularizer",{get:function(){return this.cell.kernelRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentRegularizer",{get:function(){return this.cell.recurrentRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasRegularizer",{get:function(){return this.cell.biasRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelConstraint",{get:function(){return this.cell.kernelConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentConstraint",{get:function(){return this.cell.recurrentConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasConstraint",{get:function(){return this.cell.biasConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"dropout",{get:function(){return this.cell.dropout},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentDropout",{get:function(){return this.cell.recurrentDropout},enumerable:!0,configurable:!0}),t.prototype.getConfig=function(){var t={units:this.units,activation:serializeActivation(this.activation),useBias:this.useBias,kernelInitializer:serializeInitializer(this.kernelInitializer),recurrentInitializer:serializeInitializer(this.recurrentInitializer),biasInitializer:serializeInitializer(this.biasInitializer),kernelRegularizer:serializeRegularizer(this.kernelRegularizer),recurrentRegularizer:serializeRegularizer(this.recurrentRegularizer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint),recurrentConstraint:serializeConstraint(this.recurrentConstraint),biasConstraint:serializeConstraint(this.biasConstraint),dropout:this.dropout,recurrentDropout:this.recurrentDropout},r=e.prototype.getConfig.call(this);return delete r.cell,Object.assign(t,r),t},t.className="SimpleRNN",t}(RNN);serialization.registerClass(SimpleRNN);var GRUCell=function(e){function t(t){var r=e.call(this,t)||this;return r.DEFAULT_ACTIVATION="tanh",r.DEFAULT_RECURRENT_ACTIVATION="hardSigmoid",r.DEFAULT_KERNEL_INITIALIZER="glorotNormal",r.DEFAULT_RECURRENT_INITIALIZER="orthogonal",r.DEFAULT_BIAS_INITIALIZER="zeros",r.units=t.units,r.activation=getActivation(void 0===t.activation?r.DEFAULT_ACTIVATION:t.activation),r.recurrentActivation=getActivation(void 0===t.recurrentActivation?r.DEFAULT_RECURRENT_ACTIVATION:t.recurrentActivation),r.useBias=null==t.useBias||t.useBias,r.kernelInitializer=getInitializer(t.kernelInitializer||r.DEFAULT_KERNEL_INITIALIZER),r.recurrentInitializer=getInitializer(t.recurrentInitializer||r.DEFAULT_RECURRENT_INITIALIZER),r.biasInitializer=getInitializer(t.biasInitializer||r.DEFAULT_BIAS_INITIALIZER),r.kernelRegularizer=getRegularizer(t.kernelRegularizer),r.recurrentRegularizer=getRegularizer(t.recurrentRegularizer),r.biasRegularizer=getRegularizer(t.biasRegularizer),r.kernelConstraint=getConstraint(t.kernelConstraint),r.recurrentConstraint=getConstraint(t.recurrentConstraint),r.biasConstraint=getConstraint(t.biasConstraint),r.dropout=min$1([1,max$1([0,null==t.dropout?0:t.dropout])]),r.recurrentDropout=min$1([1,max$1([0,null==t.recurrentDropout?0:t.recurrentDropout])]),r.implementation=t.implementation,r.stateSize=r.units,r.dropoutMask=null,r.recurrentDropoutMask=null,r}return __extends$1(t,e),t.prototype.build=function(e){var t=(e=getExactlyOneShape(e))[e.length-1];this.kernel=this.addWeight("kernel",[t,3*this.units],null,this.kernelInitializer,this.kernelRegularizer,!0,this.kernelConstraint),this.recurrentKernel=this.addWeight("recurrent_kernel",[this.units,3*this.units],null,this.recurrentInitializer,this.recurrentRegularizer,!0,this.recurrentConstraint),this.useBias?this.bias=this.addWeight("bias",[3*this.units],null,this.biasInitializer,this.biasRegularizer,!0,this.biasConstraint):this.bias=null,this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){if(2!==(e=e).length)throw new ValueError("GRUCell expects 2 input Tensors (inputs, h, c), got "+e.length+".");var n=null!=t.training&&t.training,a=e[1];e=e[0],0<r.dropout&&r.dropout<1&&null==r.dropoutMask&&(r.dropoutMask=generateDropoutMask(function(){return onesLike(e)},r.dropout,n,3)),0<r.recurrentDropout&&r.recurrentDropout<1&&null==r.recurrentDropoutMask&&(r.recurrentDropoutMask=generateDropoutMask(function(){return onesLike(a)},r.recurrentDropout,n,3));var o,i,s,u=r.dropoutMask,l=r.recurrentDropoutMask;0<r.dropout&&r.dropout<1&&(e=mul(e,u[0]));var p=dot$1(e,r.kernel.read());r.useBias&&(p=biasAdd(p,r.bias.read())),0<r.recurrentDropout&&r.recurrentDropout<1&&(a=mul(a,l[0]));var c=r.recurrentKernel.read(),d=split$1(c,[2*r.units,r.units],c.rank-1),h=d[0],f=d[1],m=dot$1(a,h),g=split$1(p,3,p.rank-1),y=g[0],v=g[1],x=g[2],b=split$1(m,2,m.rank-1),w=b[0],N=b[1];o=r.recurrentActivation.apply(add(y,w)),i=r.recurrentActivation.apply(add(v,N));var S=dot$1(mul(i,a),f);s=r.activation.apply(add(x,S));var T=add(mul(o,a),mul(add(getScalar(1),neg(o)),s));return[T,T]})},t.prototype.getConfig=function(){var t={units:this.units,activation:serializeActivation(this.activation),recurrentActivation:serializeActivation(this.recurrentActivation),useBias:this.useBias,kernelInitializer:serializeInitializer(this.kernelInitializer),recurrentInitializer:serializeInitializer(this.recurrentInitializer),biasInitializer:serializeInitializer(this.biasInitializer),kernelRegularizer:serializeRegularizer(this.kernelRegularizer),recurrentRegularizer:serializeRegularizer(this.recurrentRegularizer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint),recurrentConstraint:serializeConstraint(this.recurrentConstraint),biasConstraint:serializeConstraint(this.biasConstraint),dropout:this.dropout,recurrentDropout:this.recurrentDropout,implementation:this.implementation},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="GRUCell",t}(RNNCell);serialization.registerClass(GRUCell);var GRU=function(e){function t(t){return 0===t.implementation&&console.warn("`implementation=0` has been deprecated, and now defaults to `implementation=1`. Please update your layer call."),t.cell=new GRUCell(t),e.call(this,t)||this}return __extends$1(t,e),t.prototype.call=function(t,r){var n=this;return tidy(function(){null!=n.cell.dropoutMask&&(dispose(n.cell.dropoutMask),n.cell.dropoutMask=null),null!=n.cell.recurrentDropoutMask&&(dispose(n.cell.recurrentDropoutMask),n.cell.recurrentDropoutMask=null);var a=null==r?null:r.mask,o=null==r?null:r.training,i=null==r?null:r.initialState;return e.prototype.call.call(n,t,{mask:a,training:o,initialState:i})})},Object.defineProperty(t.prototype,"units",{get:function(){return this.cell.units},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"activation",{get:function(){return this.cell.activation},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentActivation",{get:function(){return this.cell.recurrentActivation},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"useBias",{get:function(){return this.cell.useBias},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelInitializer",{get:function(){return this.cell.kernelInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentInitializer",{get:function(){return this.cell.recurrentInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasInitializer",{get:function(){return this.cell.biasInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelRegularizer",{get:function(){return this.cell.kernelRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentRegularizer",{get:function(){return this.cell.recurrentRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasRegularizer",{get:function(){return this.cell.biasRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelConstraint",{get:function(){return this.cell.kernelConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentConstraint",{get:function(){return this.cell.recurrentConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasConstraint",{get:function(){return this.cell.biasConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"dropout",{get:function(){return this.cell.dropout},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentDropout",{get:function(){return this.cell.recurrentDropout},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"implementation",{get:function(){return this.cell.implementation},enumerable:!0,configurable:!0}),t.prototype.getConfig=function(){var t={units:this.units,activation:serializeActivation(this.activation),recurrentActivation:serializeActivation(this.recurrentActivation),useBias:this.useBias,kernelInitializer:serializeInitializer(this.kernelInitializer),recurrentInitializer:serializeInitializer(this.recurrentInitializer),biasInitializer:serializeInitializer(this.biasInitializer),kernelRegularizer:serializeRegularizer(this.kernelRegularizer),recurrentRegularizer:serializeRegularizer(this.recurrentRegularizer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint),recurrentConstraint:serializeConstraint(this.recurrentConstraint),biasConstraint:serializeConstraint(this.biasConstraint),dropout:this.dropout,recurrentDropout:this.recurrentDropout,implementation:this.implementation},r=e.prototype.getConfig.call(this);return delete r.cell,Object.assign(t,r),t},t.fromConfig=function(e,t){return 0===t.implmentation&&(t.implementation=1),new e(t)},t.className="GRU",t}(RNN);serialization.registerClass(GRU);var LSTMCell=function(e){function t(t){var r=e.call(this,t)||this;return r.DEFAULT_ACTIVATION="tanh",r.DEFAULT_RECURRENT_ACTIVATION="hardSigmoid",r.DEFAULT_KERNEL_INITIALIZER="glorotNormal",r.DEFAULT_RECURRENT_INITIALIZER="orthogonal",r.DEFAULT_BIAS_INITIALIZER="zeros",r.units=t.units,r.activation=getActivation(void 0===t.activation?r.DEFAULT_ACTIVATION:t.activation),r.recurrentActivation=getActivation(void 0===t.recurrentActivation?r.DEFAULT_RECURRENT_ACTIVATION:t.recurrentActivation),r.useBias=null==t.useBias||t.useBias,r.kernelInitializer=getInitializer(t.kernelInitializer||r.DEFAULT_KERNEL_INITIALIZER),r.recurrentInitializer=getInitializer(t.recurrentInitializer||r.DEFAULT_RECURRENT_INITIALIZER),r.biasInitializer=getInitializer(t.biasInitializer||r.DEFAULT_BIAS_INITIALIZER),r.unitForgetBias=t.unitForgetBias,r.kernelRegularizer=getRegularizer(t.kernelRegularizer),r.recurrentRegularizer=getRegularizer(t.recurrentRegularizer),r.biasRegularizer=getRegularizer(t.biasRegularizer),r.kernelConstraint=getConstraint(t.kernelConstraint),r.recurrentConstraint=getConstraint(t.recurrentConstraint),r.biasConstraint=getConstraint(t.biasConstraint),r.dropout=min$1([1,max$1([0,null==t.dropout?0:t.dropout])]),r.recurrentDropout=min$1([1,max$1([0,null==t.recurrentDropout?0:t.recurrentDropout])]),r.implementation=t.implementation,r.stateSize=[r.units,r.units],r.dropoutMask=null,r.recurrentDropoutMask=null,r}return __extends$1(t,e),t.prototype.build=function(e){var t,r,n=(e=getExactlyOneShape(e))[e.length-1];if(this.kernel=this.addWeight("kernel",[n,4*this.units],null,this.kernelInitializer,this.kernelRegularizer,!0,this.kernelConstraint),this.recurrentKernel=this.addWeight("recurrent_kernel",[this.units,4*this.units],null,this.recurrentInitializer,this.recurrentRegularizer,!0,this.recurrentConstraint),this.useBias){if(this.unitForgetBias){var a=this.biasInitializer,o=this.units;t=new((r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return __extends$1(t,e),t.prototype.apply=function(e,t){var r=a.apply([o]),n=(new Ones).apply([o]),i=a.apply([2*o]);return concatAlongFirstAxis(concatAlongFirstAxis(r,n),i)},t}(Initializer)).className="CustomInit",r)}else t=this.biasInitializer;this.bias=this.addWeight("bias",[4*this.units],null,t,this.biasRegularizer,!0,this.biasConstraint)}else this.bias=null;this.built=!0},t.prototype.call=function(e,t){var r=this;return tidy(function(){var n=null!=t.training&&t.training;if(3!==(e=e).length)throw new ValueError("LSTMCell expects 3 input Tensors (inputs, h, c), got "+e.length+".");var a=e[1],o=e[2];e=e[0],0<r.dropout&&r.dropout<1&&null==r.dropoutMask&&(r.dropoutMask=generateDropoutMask(function(){return onesLike(e)},r.dropout,n,4)),0<r.recurrentDropout&&r.recurrentDropout<1&&null==r.recurrentDropoutMask&&(r.recurrentDropoutMask=generateDropoutMask(function(){return onesLike(a)},r.recurrentDropout,n,4));var i,s,u,l,p=r.dropoutMask,c=r.recurrentDropoutMask;0<r.dropout&&r.dropout<1&&(e=mul(e,p[0]));var d=dot$1(e,r.kernel.read());0<r.recurrentDropout&&r.recurrentDropout<1&&(a=mul(a,c[0])),d=add(d,dot$1(a,r.recurrentKernel.read())),r.useBias&&(d=biasAdd(d,r.bias.read()));var h=split$1(d,4,d.rank-1),f=h[0],m=h[1],g=h[2],y=h[3];i=r.recurrentActivation.apply(f),s=r.recurrentActivation.apply(m),u=add(mul(s,o),mul(i,r.activation.apply(g))),l=r.recurrentActivation.apply(y);var v=mul(l,r.activation.apply(u));return[v,v,u]})},t.prototype.getConfig=function(){var t={units:this.units,activation:serializeActivation(this.activation),recurrentActivation:serializeActivation(this.recurrentActivation),useBias:this.useBias,kernelInitializer:serializeInitializer(this.kernelInitializer),recurrentInitializer:serializeInitializer(this.recurrentInitializer),biasInitializer:serializeInitializer(this.biasInitializer),unitForgetBias:this.unitForgetBias,kernelRegularizer:serializeRegularizer(this.kernelRegularizer),recurrentRegularizer:serializeRegularizer(this.recurrentRegularizer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint),recurrentConstraint:serializeConstraint(this.recurrentConstraint),biasConstraint:serializeConstraint(this.biasConstraint),dropout:this.dropout,recurrentDropout:this.recurrentDropout,implementation:this.implementation},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.className="LSTMCell",t}(RNNCell);serialization.registerClass(LSTMCell);var LSTM=function(e){function t(t){return 0===t.implementation&&console.warn("`implementation=0` has been deprecated, and now defaults to `implementation=1`. Please update your layer call."),t.cell=new LSTMCell(t),e.call(this,t)||this}return __extends$1(t,e),t.prototype.call=function(t,r){var n=this;return tidy(function(){null!=n.cell.dropoutMask&&(dispose(n.cell.dropoutMask),n.cell.dropoutMask=null),null!=n.cell.recurrentDropoutMask&&(dispose(n.cell.recurrentDropoutMask),n.cell.recurrentDropoutMask=null);var a=null==r?null:r.mask,o=null==r?null:r.training,i=null==r?null:r.initialState;return e.prototype.call.call(n,t,{mask:a,training:o,initialState:i})})},Object.defineProperty(t.prototype,"units",{get:function(){return this.cell.units},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"activation",{get:function(){return this.cell.activation},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentActivation",{get:function(){return this.cell.recurrentActivation},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"useBias",{get:function(){return this.cell.useBias},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelInitializer",{get:function(){return this.cell.kernelInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentInitializer",{get:function(){return this.cell.recurrentInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasInitializer",{get:function(){return this.cell.biasInitializer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"unitForgetBias",{get:function(){return this.cell.unitForgetBias},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelRegularizer",{get:function(){return this.cell.kernelRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentRegularizer",{get:function(){return this.cell.recurrentRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasRegularizer",{get:function(){return this.cell.biasRegularizer},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"kernelConstraint",{get:function(){return this.cell.kernelConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentConstraint",{get:function(){return this.cell.recurrentConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"biasConstraint",{get:function(){return this.cell.biasConstraint},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"dropout",{get:function(){return this.cell.dropout},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"recurrentDropout",{get:function(){return this.cell.recurrentDropout},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"implementation",{get:function(){return this.cell.implementation},enumerable:!0,configurable:!0}),t.prototype.getConfig=function(){var t={units:this.units,activation:serializeActivation(this.activation),recurrentActivation:serializeActivation(this.recurrentActivation),useBias:this.useBias,kernelInitializer:serializeInitializer(this.kernelInitializer),recurrentInitializer:serializeInitializer(this.recurrentInitializer),biasInitializer:serializeInitializer(this.biasInitializer),unitForgetBias:this.unitForgetBias,kernelRegularizer:serializeRegularizer(this.kernelRegularizer),recurrentRegularizer:serializeRegularizer(this.recurrentRegularizer),biasRegularizer:serializeRegularizer(this.biasRegularizer),activityRegularizer:serializeRegularizer(this.activityRegularizer),kernelConstraint:serializeConstraint(this.kernelConstraint),recurrentConstraint:serializeConstraint(this.recurrentConstraint),biasConstraint:serializeConstraint(this.biasConstraint),dropout:this.dropout,recurrentDropout:this.recurrentDropout,implementation:this.implementation},r=e.prototype.getConfig.call(this);return delete r.cell,Object.assign(t,r),t},t.fromConfig=function(e,t){return 0===t.implmentation&&(t.implementation=1),new e(t)},t.className="LSTM",t}(RNN);serialization.registerClass(LSTM);var StackedRNNCells=function(e){function t(t){var r=e.call(this,t)||this;return r.cells=t.cells,r}return __extends$1(t,e),Object.defineProperty(t.prototype,"stateSize",{get:function(){for(var e=[],t=0,r=this.cells.slice().reverse();t<r.length;t++){var n=r[t];Array.isArray(n.stateSize)?e.push.apply(e,n.stateSize):e.push(n.stateSize)}return e},enumerable:!0,configurable:!0}),t.prototype.call=function(e,t){var r=this;return tidy(function(){for(var n=(e=e).slice(1),a=[],o=0,i=r.cells.slice().reverse();o<i.length;o++){var s=i[o];Array.isArray(s.stateSize)?a.push(n.splice(0,s.stateSize.length)):a.push(n.splice(0,1))}a.reverse();for(var u,l=[],p=0;p<r.cells.length;++p)s=r.cells[p],n=a[p],u=0===p?[e[0]].concat(n):[u[0]].concat(n),u=s.call(u,t),l.push(u.slice(1));n=[];for(var c=0,d=l.slice().reverse();c<d.length;c++){var h=d[c];n.push.apply(n,h)}return[u[0]].concat(n)})},t.prototype.build=function(e){var t;isArrayOfShapes(e)&&(e=e[0]),e=e;for(var r=0,n=this.cells;r<n.length;r++){var a=n[r];a.build(e),t=Array.isArray(a.stateSize)?a.stateSize[0]:a.stateSize,e=[e[0],t]}this.built=!0},t.prototype.getConfig=function(){for(var t=[],r=0,n=this.cells;r<n.length;r++){var a=n[r];t.push({className:this.getClassName(),config:a.getConfig()})}var o={cells:t},i=e.prototype.getConfig.call(this);return Object.assign(o,i),o},t.fromConfig=function(e,t,r){void 0===r&&(r={});for(var n=[],a=0,o=t.cells;a<o.length;a++){var i=o[a];n.push(deserialize(i,r))}return new e({cells:n})},Object.defineProperty(t.prototype,"trainableWeights",{get:function(){if(!this.trainable)return[];for(var e=[],t=0,r=this.cells;t<r.length;t++){var n=r[t];e.push.apply(e,n.trainableWeights)}return e},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"nonTrainableWeights",{get:function(){for(var e=[],t=0,r=this.cells;t<r.length;t++){var n=r[t];e.push.apply(e,n.nonTrainableWeights)}if(!this.trainable){for(var a=[],o=0,i=this.cells;o<i.length;o++)n=i[o],a.push.apply(a,n.trainableWeights);return a.concat(e)}return e},enumerable:!0,configurable:!0}),t.prototype.getWeights=function(){for(var e=[],t=0,r=this.cells;t<r.length;t++){var n=r[t];e.push.apply(e,n.weights)}return batchGetValue(e)},t.prototype.setWeights=function(e){for(var t=[],r=0,n=this.cells;r<n.length;r++)for(var a=n[r],o=a.weights.length,i=e.splice(o),s=0;s<a.weights.length;++s)t.push([a.weights[s],i[s]]);batchSetValue(t)},t.className="StackedRNNCells",t}(RNNCell);function generateDropoutMask(e,t,r,n){function a(){return dropout(e(),getScalar(t))}if(void 0===r&&(r=null),void 0===n&&(n=1),n>1){for(var o=[],i=0;i<n;i++)o.push(inTrainPhase(a,e,r));return o.forEach(function(e){return keep(e)}),o}return keep(inTrainPhase(a,e,r))}serialization.registerClass(StackedRNNCells);var Wrapper=function(e){function t(t){var r=e.call(this,t)||this;return r.layer=t.layer,r}return __extends$1(t,e),t.prototype.build=function(e){this.built=!0},Object.defineProperty(t.prototype,"trainable",{get:function(){return null!=this.layer&&this.layer.trainable},set:function(e){null!=this.layer&&(this.layer.trainable=e)},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"trainableWeights",{get:function(){return this.layer.trainableWeights},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"nonTrainableWeights",{get:function(){return this.layer.nonTrainableWeights},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"updates",{get:function(){return this.layer._updates},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,"losses",{get:function(){return this.layer.losses},enumerable:!0,configurable:!0}),t.prototype.getWeights=function(){return this.layer.getWeights()},t.prototype.setWeights=function(e){this.layer.setWeights(e)},t.prototype.getConfig=function(){var t={layer:{className:this.layer.getClassName(),config:this.layer.getConfig()}},r=e.prototype.getConfig.call(this);return Object.assign(t,r),t},t.fromConfig=function(e,t,r){void 0===r&&(r={});var n=deserialize(t.layer,r);delete t.layer;var a={layer:n};return Object.assign(a,t),new e(a)},t}(Layer),TimeDistributed=function(e){function t(t){var r=e.call(this,t)||this;return r.supportsMasking=!0,r}return __extends$1(t,e),t.prototype.build=function(t){if((t=getExactlyOneShape(t)).length<3)throw new ValueError("TimeDistributed layer expects an input shape >= 3D, but received input shape "+JSON.stringify(t));this.inputSpec=[{shape:t}];var r=[t[0]].concat(t.slice(2));this.layer.built||(this.layer.build(r),this.layer.built=!0),e.prototype.build.call(this,t)},t.prototype.computeOutputShape=function(e){var t=[(e=getExactlyOneShape(e))[0]].concat(e.slice(2)),r=this.layer.computeOutputShape(t),n=e[1];return[r[0],n].concat(r.slice(1))},t.prototype.call=function(e,t){var r=this;return tidy(function(){return rnn(function(e,n){return[getExactlyOneTensor(r.layer.call(e,t)),[]]},e=getExactlyOneTensor(e),[],!1,null,null,!1,!0)[1]})},t.className="TimeDistributed",t}(Wrapper);serialization.registerClass(TimeDistributed);var VALID_BIDIRECTIONAL_MERGE_MODES=["sum","mul","concat","ave"];function checkBidirectionalMergeMode(e){checkStringTypeUnionValue(VALID_BIDIRECTIONAL_MERGE_MODES,"BidirectionalMergeMode",e)}var Bidirectional=function(e){function t(t){var r=e.call(this,t)||this,n=t.layer.getConfig();if(r.forwardLayer=deserialize({className:t.layer.getClassName(),config:n}),n.goBackwards=!0!==n.goBackwards,r.backwardLayer=deserialize({className:t.layer.getClassName(),config:n}),r.forwardLayer.name="forward_"+r.forwardLayer.name,r.backwardLayer.name="backward_"+r.backwardLayer.name,checkBidirectionalMergeMode(t.mergeMode),r.mergeMode=t.mergeMode,t.weights)throw new NotImplementedError("weights support is not implemented for Bidirectional layer yet.");return r._stateful=t.layer.stateful,r.returnSequences=t.layer.returnSequences,r.returnState=t.layer.returnState,r.supportsMasking=!0,r._trainable=!0,r.inputSpec=t.layer.inputSpec,r.numConstants=null,r}return __extends$1(t,e),Object.defineProperty(t.prototype,"trainable",{get:function(){return this._trainable},set:function(e){this._trainable=e,null!=this.forwardLayer&&(this.forwardLayer.trainable=e),null!=this.backwardLayer&&(this.backwardLayer.trainable=e)},enumerable:!0,configurable:!0}),t.prototype.getWeights=function(){return this.forwardLayer.getWeights().concat(this.backwardLayer.getWeights())},t.prototype.setWeights=function(e){var t=e.length,r=Math.floor(t/2);this.forwardLayer.setWeights(e.slice(0,r)),this.backwardLayer.setWeights(e.slice(r))},t.prototype.computeOutputShape=function(e){var t,r,n,a=this.forwardLayer.computeOutputShape(e);return 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r=0;r<e.length;++r)e[r]!==t&&delete this[e[r]]}},r.toJSONOptions={longs:String,enums:String,bytes:String,json:!0},r._configure=function(){var e=r.Buffer;e?(r._Buffer_from=e.from!==Uint8Array.from&&e.from||function(t,r){return new e(t,r)},r._Buffer_allocUnsafe=e.allocUnsafe||function(t){return new e(t)}):r._Buffer_from=r._Buffer_allocUnsafe=null}}),writer=Writer,BufferWriter,LongBits$1=minimal.LongBits,base64=minimal.base64,utf8=minimal.utf8;function Op(e,t,r){this.fn=e,this.len=t,this.next=void 0,this.val=r}function noop(){}function State(e){this.head=e.head,this.tail=e.tail,this.len=e.len,this.next=e.states}function Writer(){this.len=0,this.head=new Op(noop,0,0),this.tail=this.head,this.states=null}function writeByte(e,t,r){t[r]=255&e}function writeVarint32(e,t,r){for(;e>127;)t[r++]=127&e|128,e>>>=7;t[r]=e}function VarintOp(e,t){this.len=e,this.next=void 0,this.val=t}function writeVarint64(e,t,r){for(;e.hi;)t[r++]=127&e.lo|128,e.lo=(e.lo>>>7|e.hi<<25)>>>0,e.hi>>>=7;for(;e.lo>127;)t[r++]=127&e.lo|128,e.lo=e.lo>>>7;t[r++]=e.lo}function writeFixed32(e,t,r){t[r]=255&e,t[r+1]=e>>>8&255,t[r+2]=e>>>16&255,t[r+3]=e>>>24}Writer.create=minimal.Buffer?function(){return(Writer.create=function(){return new BufferWriter})()}:function(){return new Writer},Writer.alloc=function(e){return new minimal.Array(e)},minimal.Array!==Array&&(Writer.alloc=minimal.pool(Writer.alloc,minimal.Array.prototype.subarray)),Writer.prototype._push=function(e,t,r){return this.tail=this.tail.next=new Op(e,t,r),this.len+=t,this},VarintOp.prototype=Object.create(Op.prototype),VarintOp.prototype.fn=writeVarint32,Writer.prototype.uint32=function(e){return this.len+=(this.tail=this.tail.next=new VarintOp((e>>>=0)<128?1:e<16384?2:e<2097152?3:e<268435456?4:5,e)).len,this},Writer.prototype.int32=function(e){return 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writeBytes=minimal.Array.prototype.set?function(e,t,r){t.set(e,r)}:function(e,t,r){for(var n=0;n<e.length;++n)t[r+n]=e[n]};Writer.prototype.bytes=function(e){var t=e.length>>>0;if(!t)return this._push(writeByte,1,0);if(minimal.isString(e)){var r=Writer.alloc(t=base64.length(e));base64.decode(e,r,0),e=r}return this.uint32(t)._push(writeBytes,t,e)},Writer.prototype.string=function(e){var t=utf8.length(e);return t?this.uint32(t)._push(utf8.write,t,e):this._push(writeByte,1,0)},Writer.prototype.fork=function(){return this.states=new State(this),this.head=this.tail=new Op(noop,0,0),this.len=0,this},Writer.prototype.reset=function(){return this.states?(this.head=this.states.head,this.tail=this.states.tail,this.len=this.states.len,this.states=this.states.next):(this.head=this.tail=new Op(noop,0,0),this.len=0),this},Writer.prototype.ldelim=function(){var e=this.head,t=this.tail,r=this.len;return this.reset().uint32(r),r&&(this.tail.next=e.next,this.tail=t,this.len+=r),this},Writer.prototype.finish=function(){for(var e=this.head.next,t=this.constructor.alloc(this.len),r=0;e;)e.fn(e.val,t,r),r+=e.len,e=e.next;return t},Writer._configure=function(e){BufferWriter=e};var writer_buffer=BufferWriter$1;(BufferWriter$1.prototype=Object.create(writer.prototype)).constructor=BufferWriter$1;var Buffer$1=minimal.Buffer;function BufferWriter$1(){writer.call(this)}BufferWriter$1.alloc=function(e){return(BufferWriter$1.alloc=minimal._Buffer_allocUnsafe)(e)};var writeBytesBuffer=Buffer$1&&Buffer$1.prototype instanceof Uint8Array&&"set"===Buffer$1.prototype.set.name?function(e,t,r){t.set(e,r)}:function(e,t,r){if(e.copy)e.copy(t,r,0,e.length);else for(var n=0;n<e.length;)t[r++]=e[n++]};function writeStringBuffer(e,t,r){e.length<40?minimal.utf8.write(e,t,r):t.utf8Write(e,r)}BufferWriter$1.prototype.bytes=function(e){minimal.isString(e)&&(e=minimal._Buffer_from(e,"base64"));var t=e.length>>>0;return this.uint32(t),t&&this._push(writeBytesBuffer,t,e),this},BufferWriter$1.prototype.string=function(e){var t=Buffer$1.byteLength(e);return this.uint32(t),t&&this._push(writeStringBuffer,t,e),this};var reader=Reader,BufferReader,LongBits$2=minimal.LongBits,utf8$1=minimal.utf8;function indexOutOfRange(e,t){return RangeError("index out of range: "+e.pos+" + "+(t||1)+" > "+e.len)}function Reader(e){this.buf=e,this.pos=0,this.len=e.length}var create_array="undefined"!=typeof Uint8Array?function(e){if(e instanceof Uint8Array||Array.isArray(e))return new Reader(e);throw Error("illegal buffer")}:function(e){if(Array.isArray(e))return new Reader(e);throw Error("illegal buffer")};function readLongVarint(){var e=new LongBits$2(0,0),t=0;if(!(this.len-this.pos>4)){for(;t<3;++t){if(this.pos>=this.len)throw indexOutOfRange(this);if(e.lo=(e.lo|(127&this.buf[this.pos])<<7*t)>>>0,this.buf[this.pos++]<128)return e}return e.lo=(e.lo|(127&this.buf[this.pos++])<<7*t)>>>0,e}for(;t<4;++t)if(e.lo=(e.lo|(127&this.buf[this.pos])<<7*t)>>>0,this.buf[this.pos++]<128)return e;if(e.lo=(e.lo|(127&this.buf[this.pos])<<28)>>>0,e.hi=(e.hi|(127&this.buf[this.pos])>>4)>>>0,this.buf[this.pos++]<128)return e;if(t=0,this.len-this.pos>4){for(;t<5;++t)if(e.hi=(e.hi|(127&this.buf[this.pos])<<7*t+3)>>>0,this.buf[this.pos++]<128)return e}else for(;t<5;++t){if(this.pos>=this.len)throw indexOutOfRange(this);if(e.hi=(e.hi|(127&this.buf[this.pos])<<7*t+3)>>>0,this.buf[this.pos++]<128)return e}throw Error("invalid varint encoding")}function readFixed32_end(e,t){return(e[t-4]|e[t-3]<<8|e[t-2]<<16|e[t-1]<<24)>>>0}function readFixed64(){if(this.pos+8>this.len)throw indexOutOfRange(this,8);return new LongBits$2(readFixed32_end(this.buf,this.pos+=4),readFixed32_end(this.buf,this.pos+=4))}Reader.create=minimal.Buffer?function(e){return(Reader.create=function(e){return minimal.Buffer.isBuffer(e)?new BufferReader(e):create_array(e)})(e)}:create_array,Reader.prototype._slice=minimal.Array.prototype.subarray||minimal.Array.prototype.slice,Reader.prototype.uint32=function(){var e=4294967295;return function(){if(e=(127&this.buf[this.pos])>>>0,this.buf[this.pos++]<128)return e;if(e=(e|(127&this.buf[this.pos])<<7)>>>0,this.buf[this.pos++]<128)return e;if(e=(e|(127&this.buf[this.pos])<<14)>>>0,this.buf[this.pos++]<128)return e;if(e=(e|(127&this.buf[this.pos])<<21)>>>0,this.buf[this.pos++]<128)return e;if(e=(e|(15&this.buf[this.pos])<<28)>>>0,this.buf[this.pos++]<128)return e;if((this.pos+=5)>this.len)throw this.pos=this.len,indexOutOfRange(this,10);return e}}(),Reader.prototype.int32=function(){return 0|this.uint32()},Reader.prototype.sint32=function(){var e=this.uint32();return e>>>1^-(1&e)|0},Reader.prototype.bool=function(){return 0!==this.uint32()},Reader.prototype.fixed32=function(){if(this.pos+4>this.len)throw indexOutOfRange(this,4);return readFixed32_end(this.buf,this.pos+=4)},Reader.prototype.sfixed32=function(){if(this.pos+4>this.len)throw indexOutOfRange(this,4);return 0|readFixed32_end(this.buf,this.pos+=4)},Reader.prototype.float=function(){if(this.pos+4>this.len)throw indexOutOfRange(this,4);var e=minimal.float.readFloatLE(this.buf,this.pos);return this.pos+=4,e},Reader.prototype.double=function(){if(this.pos+8>this.len)throw indexOutOfRange(this,4);var e=minimal.float.readDoubleLE(this.buf,this.pos);return this.pos+=8,e},Reader.prototype.bytes=function(){var e=this.uint32(),t=this.pos,r=this.pos+e;if(r>this.len)throw indexOutOfRange(this,e);return this.pos+=e,Array.isArray(this.buf)?this.buf.slice(t,r):t===r?new this.buf.constructor(0):this._slice.call(this.buf,t,r)},Reader.prototype.string=function(){var e=this.bytes();return utf8$1.read(e,0,e.length)},Reader.prototype.skip=function(e){if("number"==typeof e){if(this.pos+e>this.len)throw indexOutOfRange(this,e);this.pos+=e}else do{if(this.pos>=this.len)throw indexOutOfRange(this)}while(128&this.buf[this.pos++]);return this},Reader.prototype.skipType=function(e){switch(e){case 0:this.skip();break;case 1:this.skip(8);break;case 2:this.skip(this.uint32());break;case 3:for(;4!=(e=7&this.uint32());)this.skipType(e);break;case 5:this.skip(4);break;default:throw Error("invalid wire type "+e+" at offset "+this.pos)}return this},Reader._configure=function(e){BufferReader=e;var t=minimal.Long?"toLong":"toNumber";minimal.merge(Reader.prototype,{int64:function(){return readLongVarint.call(this)[t](!1)},uint64:function(){return readLongVarint.call(this)[t](!0)},sint64:function(){return readLongVarint.call(this).zzDecode()[t](!1)},fixed64:function(){return readFixed64.call(this)[t](!0)},sfixed64:function(){return readFixed64.call(this)[t](!1)}})};var reader_buffer=BufferReader$1;function BufferReader$1(e){reader.call(this,e)}(BufferReader$1.prototype=Object.create(reader.prototype)).constructor=BufferReader$1,minimal.Buffer&&(BufferReader$1.prototype._slice=minimal.Buffer.prototype.slice),BufferReader$1.prototype.string=function(){var e=this.uint32();return this.buf.utf8Slice(this.pos,this.pos=Math.min(this.pos+e,this.len))};var service=Service;function Service(e,t,r){if("function"!=typeof e)throw TypeError("rpcImpl must be a function");minimal.EventEmitter.call(this),this.rpcImpl=e,this.requestDelimited=Boolean(t),this.responseDelimited=Boolean(r)}(Service.prototype=Object.create(minimal.EventEmitter.prototype)).constructor=Service,Service.prototype.rpcCall=function e(t,r,n,a,o){if(!a)throw TypeError("request must be specified");var i=this;if(!o)return minimal.asPromise(e,i,t,r,n,a);if(i.rpcImpl)try{return i.rpcImpl(t,r[i.requestDelimited?"encodeDelimited":"encode"](a).finish(),function(e,r){if(e)return i.emit("error",e,t),o(e);if(null!==r){if(!(r instanceof 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t=e.lastIndexOf(":");return-1===t?[e,0]:[e.substring(0,t),Number(e.substring(t+1))]}function split$1$1(e,t){for(var r=[],n=0;n<e.length;n+=t)r.push(e.slice(n,n+t));return r}var 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y:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Floor",dlOpName:"floor",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Log",dlOpName:"log",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Neg",dlOpName:"neg",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Relu",dlOpName:"relu",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Relu6",dlOpName:"clipByValue",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0},{dlParamName:"clipValueMin",type:"number",defaultValue:0},{dlParamName:"clipValueMax",type:"number",defaultValue:6}]},{tfOpName:"Selu",dlOpName:"selu",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Sigmoid",dlOpName:"sigmoid",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Sin",dlOpName:"sin",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Sinh",dlOpName:"sinh",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Sqrt",dlOpName:"sqrt",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Rsqrt",dlOpName:"rsqrt",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Square",dlOpName:"square",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Tan",dlOpName:"tan",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Tanh",dlOpName:"tanh",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Sign",dlOpName:"sign",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Round",dlOpName:"round",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Expm1",dlOpName:"expm1",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Log1p",dlOpName:"log1p",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Reciprocal",dlOpName:"reciprocal",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Reciprocal",dlOpName:"reciprocal",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Softplus",dlOpName:"softplus",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Asinh",dlOpName:"asinh",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Acosh",dlOpName:"acosh",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Atanh",dlOpName:"atanh",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Erf",dlOpName:"erf",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Prod",dlOpName:"prod",category:"basic_math",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axes",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type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"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"MaxPool",dlOpName:"maxPool",category:"convolution",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"strides",dlParamName:"strides",type:"number[]"},{tfParamName:"padding",dlParamName:"pad",type:"string"},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string",notSupported:!0},{tfParamName:"ksize",dlParamName:"kernelSize",type:"number[]"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Conv1D",dlOpName:"conv1d",category:"convolution",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"filter",type:"tensor"},{tfParamName:"stride",dlParamName:"stride",type:"number"},{tfParamName:"padding",dlParamName:"pad",type:"string"},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string",defaultValue:"NWC"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0},{tfParamName:"dilation",dlParamName:"dilation",type:"number",defaultValue:1}]},{tfOpName:"Conv2D",dlOpName:"conv2d",category:"convolution",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"filter",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0},{tfParamName:"strides",dlParamName:"strides",type:"number[]"},{tfParamName:"padding",dlParamName:"pad",type:"string"},{tfParamName:"useCudnnOnGpu",dlParamName:"useCudnnOnGpu",type:"bool"},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string",defaultValue:"NHWC"},{tfParamName:"dilations",dlParamName:"dilations",type:"number[]"}]},{tfOpName:"Conv2DBackpropInput",dlOpName:"conv2dTranspose",category:"convolution",params:[{tfInputIndex:2,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"filter",type:"tensor"},{tfInputIndex:0,dlParamName:"outputShape",type:"number[]"},{tfParamName:"strides",dlParamName:"strides",type:"number[]"},{tfParamName:"padding",dlParamName:"pad",type:"string"},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string",notSupported:!0}]},{tfOpName:"DepthwiseConv2d",dlOpName:"depthwiseConv2d",category:"convolution",params:[{tfInputIndex:0,dlParamName:"input",type:"tensor"},{tfInputIndex:1,dlParamName:"filter",type:"tensor"},{tfParamName:"strides",dlParamName:"strides",type:"number[]"},{tfParamName:"padding",dlParamName:"pad",type:"string"},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string",defaultValue:"NHWC"},{tfParamName:"dilations",dlParamName:"dilations",type:"number[]"}]},{tfOpName:"DepthwiseConv2dNative",dlOpName:"depthwiseConv2d",category:"convolution",params:[{tfInputIndex:0,dlParamName:"input",type:"tensor"},{tfInputIndex:1,dlParamName:"filter",type:"tensor"},{tfParamName:"strides",dlParamName:"strides",type:"number[]"},{tfParamName:"padding",dlParamName:"pad",type:"string"},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string",defaultValue:"NHWC"},{tfParamName:"dilations",dlParamName:"dilations",type:"number[]"}]}],convolution=Object.freeze({json:json$3}),json$4=[{tfOpName:"Fill",dlOpName:"fill",category:"creation",params:[{tfInputIndex:0,dlParamName:"shape",type:"number[]"},{tfInputIndex:1,dlParamName:"value",type:"number"},{tfParamName:"T",dlParamName:"dtype",type:"dtype"}]},{tfOpName:"LinSpace",dlOpName:"linspace",category:"creation",params:[{tfInputIndex:0,dlParamName:"start",type:"number"},{tfInputIndex:1,dlParamName:"stop",type:"number"},{tfInputIndex:2,dlParamName:"num",type:"number"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"OneHot",dlOpName:"oneHot",category:"creation",params:[{tfInputIndex:0,dlParamName:"indices",type:"tensor"},{tfInputIndex:1,dlParamName:"depth",type:"number"},{tfInputIndex:2,dlParamName:"onValue",type:"number",defaultValue:1},{tfInputIndex:3,dlParamName:"offValue",type:"number",defaultValue:0},{tfParamName:"axis",dlParamName:"axis",type:"number",notSupported:!0},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"Ones",dlOpName:"ones",category:"creation",params:[{tfInputIndex:0,dlParamName:"shape",type:"number[]"},{tfParamName:"T",dlParamName:"dtype",type:"dtype"}]},{tfOpName:"OnesLike",dlOpName:"onesLike",category:"creation",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"dtype",dlParamName:"dtype",type:"dtype"}]},{tfOpName:"RandomUniform",dlOpName:"randomUniform",category:"creation",params:[{tfInputIndex:0,dlParamName:"shape",type:"number[]"},{tfParamName:"minval",dlParamName:"minval",type:"number",defaultValue:0},{tfParamName:"maxval",dlParamName:"maxval",type:"number",defaultValue:1},{tfParamName:"dtype",dlParamName:"dtype",type:"dtype"},{tfParamName:"seed",dlParamName:"seed",type:"number",defaultValue:0},{tfParamName:"seed2",dlParamName:"seed2",type:"number",defaultValue:0,notSupported:!0},{tfParamName:"T",dlParamName:"T",type:"number",notSupported:!0}]},{tfOpName:"Range",dlOpName:"range",category:"creation",params:[{tfInputIndex:0,dlParamName:"start",type:"number"},{tfInputIndex:1,dlParamName:"stop",type:"number"},{tfInputIndex:2,dlParamName:"step",type:"number",defaultValue:0},{tfParamName:"Tidx",dlParamName:"dtype",type:"dtype"}]},{tfOpName:"truncatedNormal",dlOpName:"truncatedNormal",category:"creation",params:[{tfInputIndex:0,dlParamName:"shape",type:"number[]"},{tfParamName:"means",dlParamName:"mean",type:"number",defaultValue:0},{tfParamName:"stddev",dlParamName:"stdDev",type:"number",defaultValue:1},{tfParamName:"seed",dlParamName:"seed",type:"number"},{tfParamName:"seed2",dlParamName:"seed2",type:"number",defaultValue:0,notSupported:!0},{tfParamName:"dtype",dlParamName:"dtype",type:"dtype"},{tfParamName:"T",dlParamName:"T",type:"number",notSupported:!0}]},{tfOpName:"Zeros",dlOpName:"zeros",category:"creation",params:[{tfInputIndex:0,dlParamName:"shape",type:"number[]"},{tfParamName:"T",dlParamName:"dtype",type:"dtype"}]},{tfOpName:"ZerosLike",dlOpName:"zerosLike",category:"creation",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype"}]}],creation=Object.freeze({json:json$4}),json$5=[{tfOpName:"NonMaxSuppressionV2",dlOpName:"nonMaxSuppression",category:"dynamic",params:[{tfInputIndex:0,dlParamName:"boxes",type:"tensor"},{tfInputIndex:1,dlParamName:"scores",type:"tensor"},{tfInputIndex:2,dlParamName:"maxOutputSize",type:"number"},{tfInputIndex:3,dlParamName:"iouThreshold",type:"number"}]},{tfOpName:"NonMaxSuppressionV3",dlOpName:"nonMaxSuppression",category:"dynamic",params:[{tfInputIndex:0,dlParamName:"boxes",type:"tensor"},{tfInputIndex:1,dlParamName:"scores",type:"tensor"},{tfInputIndex:2,dlParamName:"maxOutputSize",type:"number"},{tfInputIndex:3,dlParamName:"iouThreshold",type:"number"},{tfInputIndex:4,dlParamName:"scoreThreshold",type:"number"}]},{tfOpName:"Where",dlOpName:"whereAsync",category:"dynamic",params:[{tfInputIndex:0,dlParamName:"condition",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"ListDiff",dlOpName:"setdiff1dAsync",category:"dynamic",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"y",type:"tensor"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]}],dynamic=Object.freeze({json:json$5}),json$6=[{tfOpName:"TopKV2",dlOpName:"topK",category:"evaluation",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"k",type:"number"},{tfParamName:"sorted",dlParamName:"sorted",type:"bool"}]}],evaluation=Object.freeze({json:json$6}),json$7=[{tfOpName:"PlaceholderWithDefault",dlOpName:"placeholder",category:"graph",params:[{tfInputIndex:0,dlParamName:"default",type:"tensor"},{tfParamName:"shape",dlParamName:"shape",type:"shape"},{tfParamName:"dtype",dlParamName:"dtype",type:"dtype"}]},{tfOpName:"Placeholder",dlOpName:"placeholder",category:"graph",params:[{tfParamName:"shape",dlParamName:"shape",type:"shape"},{tfParamName:"dtype",dlParamName:"dtype",type:"dtype"}]},{tfOpName:"Const",dlOpName:"const",category:"graph"},{tfOpName:"Identity",dlOpName:"identity",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"Snapshot",dlOpName:"snapshot",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"Rank",dlOpName:"rank",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"Size",dlOpName:"size",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"Shape",dlOpName:"shape",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"ShapeN",dlOpName:"shapeN",category:"graph",params:[{tfInputIndex:0,tfInputParamLength:0,dlParamName:"x",type:"tensors"}]},{tfOpName:"Print",dlOpName:"print",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,tfInputParamLength:1,dlParamName:"data",type:"tensors"},{tfParamName:"message",dlParamName:"message",type:"string"},{tfParamName:"first_n",dlParamName:"firstN",type:"number",notSupprted:!0},{tfParamName:"summarize",dlParamName:"summarize",type:"number",defaultValue:3}]},{tfOpName:"NoOp",dlOpName:"noop",category:"graph",params:[]},{tfOpName:"StopGradient",dlOpName:"stopGradient",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"FakeQuantWithMinMaxVars",dlOpName:"fakeQuantWithMinMaxVars",category:"graph",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"min",dlParamName:"min",type:"number"},{tfParamName:"max",dlParamName:"max",type:"number"}]}],graph=Object.freeze({json:json$7}),json$8=[{tfOpName:"ResizeBilinear",dlOpName:"resizeBilinear",category:"image",params:[{tfInputIndex:0,dlParamName:"images",type:"tensor"},{tfInputIndex:1,dlParamName:"size",type:"number[]"},{tfParamName:"align_corners",dlParamName:"alignCorners",type:"bool"},{tfParamName:"T",dlParamName:"dtype",type:"dtype",notSupported:!0}]},{tfOpName:"ResizeNearestNeighbor",dlOpName:"resizeNearestNeighbor",category:"image",params:[{tfInputIndex:0,dlParamName:"images",typ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type:"number",defaultValue:.001},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string",notSupported:!0}]},{tfOpName:"LRN",dlOpName:"localResponseNormalization",category:"normalization",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"depth_radius",dlParamName:"radius",type:"number",defaultValue:5},{tfParamName:"bias",dlParamName:"bias",type:"number",defaultValue:1},{tfParamName:"alpha",dlParamName:"alpha",type:"number",defaultValue:1},{tfParamName:"beta",dlParamName:"beta",type:"number",defaultValue:.5}]},{tfOpName:"Softmax",dlOpName:"softmax",category:"normalization",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"LogSoftmax",dlOpName:"logSoftmax",category:"normalization",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"}]},{tfOpName:"SparseToDense",dlOpName:"sparseToDense",category:"normalization",params:[{tfInputIndex:0,dlParamName:"sparseIndices",type:"tensor"},{tfInputIndex:1,dlParamName:"outputShape",type:"number[]"},{tfInputIndex:2,dlParamName:"sparseValues",type:"tensor"},{tfInputIndex:3,dlParamName:"defaultValue",type:"tensor"},{tfParamName:"validate_indices",dlParamName:"validateIndices",type:"bool",defaultValue:!0,notSupported:!0}]}],normalization=Object.freeze({json:json$11}),json$12=[{tfOpName:"Max",dlOpName:"max",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type:"bool"}]},{tfOpName:"Mean",dlOpName:"mean",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type:"bool"}]},{tfOpName:"Min",dlOpName:"min",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type:"bool"}]},{tfOpName:"Sum",dlOpName:"sum",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type:"bool"}]},{tfOpName:"All",dlOpName:"all",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type:"bool"}]},{tfOpName:"Any",dlOpName:"any",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type:"bool"}]},{tfOpName:"ArgMax",dlOpName:"argMax",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number"}]},{tfOpName:"ArgMin",dlOpName:"argMin",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number"}]},{tfOpName:"Prod",dlOpName:"prod",category:"reduction",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"},{tfParamName:"keep_dims",dlParamName:"keepDims",type:"bool"}]}],reduction=Object.freeze({json:json$12}),json$13=[{tfOpName:"ConcatV2",dlOpName:"concat",category:"slice_join",params:[{tfInputIndex:0,tfInputParamLength:1,dlParamName:"tensors",type:"tensors"},{tfInputIndex:-1,dlParamName:"axis",type:"number"}]},{tfOpName:"Concat",dlOpName:"concat",category:"slice_join",params:[{tfInputIndex:1,tfInputParamLength:1,dlParamName:"tensors",type:"tensors"},{tfInputIndex:0,dlParamName:"axis",type:"number"}]},{tfOpName:"GatherV2",dlOpName:"gather",category:"slice_join",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"indices",type:"tensor"},{tfInputIndex:2,dlParamName:"axis",type:"number",defaultValue:0}]},{tfOpName:"Gather",dlOpName:"gather",category:"slice_join",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"indices",type:"tensor"},{tfParamName:"axis",dlParamName:"axis",type:"number",defaultValue:0},{tfParamName:"validate_indices",dlParamName:"validateIndices",type:"bool",notSupported:!0}]},{tfOpName:"Reverse",dlOpName:"reverse",category:"slice_join",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"dims",type:"bool",notSupported:!0}]},{tfOpName:"ReverseV2",dlOpName:"reverse",category:"slice_join",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"axis",type:"number[]"}]},{tfOpName:"Slice",dlOpName:"slice",category:"slice_join",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"begin",type:"number[]"},{tfInputIndex:2,dlParamName:"size",type:"number[]"}]},{tfOpName:"StridedSlice",dlOpName:"stridedSlice",category:"slice_join",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfInputIndex:1,dlParamName:"begin",type:"number[]"},{tfInputIndex:2,dlParamName:"end",type:"number[]"},{tfInputIndex:3,dlParamName:"st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:"depthToSpace",category:"transformation",params:[{tfInputIndex:0,dlParamName:"x",type:"tensor"},{tfParamName:"block_size",dlParamName:"blockSize",type:"number"},{tfParamName:"data_format",dlParamName:"dataFormat",type:"string"}]}],transformation=Object.freeze({json:json$15}),CONTROL_FLOW_OPS=["Switch","Merge","Enter","Exit","NextIteration"],DYNAMIC_SHAPE_OPS=["NonMaxSuppressionV2","NonMaxSuppressionV3","Where"],OperationMapper=function(){function e(){var e=[arithmetic,basicMath,control,convolution,creation,dynamic,evaluation,logical,image$1,graph,matrices,normalization,reduction,sliceJoin,spectral,transformation],t=[].concat.apply([],e.map(function(e){return e.json}));this.opMappers=t.reduce(function(e,t){return e[t.tfOpName]=t,e},{})}return Object.defineProperty(e,"Instance",{get:function(){return this._instance||(this._instance=new this)},enumerable:!0,configurable:!0}),e.prototype.isControlFlow=function(e){return CONTROL_FLOW_OPS.some(function(t){return t===e.op})},e.prototype.isDynamicShape=function(e){return DYNAMIC_SHAPE_OPS.some(function(t){return t===e.op})},e.prototype.transformGraph=function(e){var t=this,r=!1,n=!1,a=[],o=[],i=e.node.reduce(function(e,i){return e[i.name]=t.mapNode(i),t.isControlFlow(i)&&(r=!0),t.isDynamicShape(i)&&(n=!0),"Placeholder"===i.op&&a.push(e[i.name]),"Const"===i.op&&o.push(e[i.name]),e},{}),s=[],u=[];return Object.keys(i).forEach(function(e){var t=i[e];t.inputNames.forEach(function(e){var r=getNodeNameAndIndex(e)[0];t.inputs.push(i[r]),i[r].children.push(t)}),0===t.inputs.length&&s.push(t)}),Object.keys(i).forEach(function(e){var t=i[e];0===t.children.length&&u.push(t)}),{nodes:i,inputs:s,outputs:u,weights:o,placeholders:a,withControlFlow:r,withDynamicShape:n}},e.prototype.mapNode=function(e){var t=this,r=this.opMappers[e.op];if(void 0===r)throw new Error("Tensorflow Op is not supported: "+e.op);var n={name:e.name,op:r.dlOpName,category:r.category,inputNames:(e.input||[]).map(function(e){return e.startsWith("^")?e.substr(1):e}),inputs:[],children:[],params:{}};return r.params&&(n.params=r.params.reduce(function(r,n){var a=n.tfInputIndex,o=n.tfInputParamLength,i=n.type,s=void 0;if(void 0===a)switch(n.type){case"string":void 0===(s=t.getStringParam(e.attr,n.tfParamName,n.defaultValue))&&n.tfParamNameDeprecated&&(s=t.getStringParam(e.attr,n.tfParamNameDeprecated,n.defaultValue));break;case"number":void 0===(s=t.getNumberParam(e.attr,n.tfParamName,n.defaultValue||0))&&n.tfParamNameDeprecated&&(s=t.getNumberParam(e.attr,n.tfParamNameDeprecated,n.defaultValue));break;case"number[]":void 0===(s=t.getNumericArrayParam(e.attr,n.tfParamName,n.defaultValue))&&n.tfParamNameDeprecated&&(s=t.getNumericArrayParam(e.attr,n.tfParamNameDeprecated,n.defaultValue));break;case"bool":void 0===(s=t.getBoolParam(e.attr,n.tfParamName,n.defaultValue))&&n.tfParamNameDeprecated&&(s=t.getBoolParam(e.attr,n.tfParamNameDeprecated,n.defaultValue));break;case"shape":void 0===(s=t.getTensorShapeParam(e.attr,n.tfParamName,n.defaultValue))&&n.tfParamNameDeprecated&&(s=t.getTensorShapeParam(e.attr,n.tfParamNameDeprecated,n.defaultValue));break;case"dtype":void 0===(s=t.getDtypeParam(e.attr,n.tfParamName,n.defaultValue))&&n.tfParamNameDeprecated&&(s=t.getDtypeParam(e.attr,n.tfParamNameDeprecated,n.defaultValue));break;case"tensor":case"tensors":break;default:throw new Error("Unsupported param type: "+n.type+" for op: "+e.op)}return r[n.dlParamName]={value:s,inputIndex:a,type:i,inputParamLength:o},r},{})),n},e.prototype.getStringParam=function(e,t,r,n){void 0===n&&(n=!1);var a=e[t];if(void 0!==a){var o=String.fromCharCode.apply(null,a.s);return n?o:o.toLowerCase()}return r},e.prototype.getBoolParam=function(e,t,r){var n=e[t];return n?n.b:r},e.prototype.getNumberParam=function(e,t,r){var n=e[t],a=n?n[n.value]:r;return"number"==typeof a?a:a.toInt()},e.prototype.getDtypeParam=function(e,t,r){var n=e[t];if(n&&n.type)switch(n.type){case compiled_api_1.DataType.DT_FLOAT:return"float32";case compiled_api_1.DataType.DT_INT32:return"int32";case compiled_api_1.DataType.DT_BOOL:return"bool";default:return r}return r},e.prototype.getTensorShapeParam=function(e,t,r){var n=e[t];return n&&n.shape?n.shape.dim.map(function(e){return"number"==typeof e.size?e.size:e.size.toInt()}):r},e.prototype.getNumericArrayParam=function(e,t,r){var n=e[t];return n?(n.list.f&&n.list.f.length?n.list.f:n.list.i).map(function(e){return"number"==typeof e?e:e.toInt()}):r},e}(),executeOp=function(e,t,r){switch(e.op){case"add":return[add(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"addN":return[addN(getParamValue("tensors",e,t,r))];case"mod":return[mod(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"mul":return[mul(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"div":return[div(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"floorDiv":return[floorDiv(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"sub":return[sub(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"minimum":return[minimum(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"maximum":return[maximum(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"pow":return[pow(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"squaredDifference":return[squaredDifference(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$1=function(e,t,r){switch(e.op){case"abs":return[abs(getParamValue("x",e,t,r))];case"acos":return[acos(getParamValue("x",e,t,r))];case"acosh":return[acosh(getParamValue("x",e,t,r))];case"asin":return[asin(getParamValue("x",e,t,r))];case"asinh":return[asinh(getParamValue("x",e,t,r))];case"atan":return[atan(getParamValue("x",e,t,r))];case"atan2":return[atan2(getParamValue("x",e,t,r),getParamValue("y",e,t,r))];case"atanh":return[atanh(getParamValue("x",e,t,r))];case"ceil":return[ceil(getParamValue("x",e,t,r))];case"cos":return[cos(getParamValue("x",e,t,r))];case"cosh":return[cosh(getParamValue("x",e,t,r))];case"elu":return[elu(getParamValue("x",e,t,r))];case"erf":return[erf(getParamValue("x",e,t,r))];case"exp":return[exp(getParamValue("x",e,t,r))];case"expm1":return[expm1(getParamValue("x",e,t,r))];case"floor":return[floor(getParamValue("x",e,t,r))];case"log":return[log$1(getParamValue("x",e,t,r))];case"log1p":return[log1p(getParamValue("x",e,t,r))];case"neg":return[neg(getParamValue("x",e,t,r))];case"reciprocal":return[reciprocal(getParamValue("x",e,t,r))];case"relu":return[relu(getParamValue("x",e,t,r))];case"round":return[round(getParamValue("x",e,t,r))];case"selu":return[selu(getParamValue("x",e,t,r))];case"sigmoid":return[sigmoid(getParamValue("x",e,t,r))];case"sin":return[sin(getParamValue("x",e,t,r))];case"sign":return[sign(getParamValue("x",e,t,r))];case"sinh":return[sinh(getParamValue("x",e,t,r))];case"softplus":return[softplus(getParamValue("x",e,t,r))];case"sqrt":return[sqrt(getParamValue("x",e,t,r))];case"square":return[square(getParamValue("x",e,t,r))];case"tanh":return[tanh$1(getParamValue("x",e,t,r))];case"tan":return[tan(getParamValue("x",e,t,r))];case"clipByValue":return[clipByValue(getParamValue("x",e,t,r),getParamValue("clipValueMin",e,t,r),getParamValue("clipValueMax",e,t,r))];case"rsqrt":return[div(scalar(1,"float32"),sqrt(getTensor(e.inputNames[0],t,r)))];case"prod":return[prod(getParamValue("x",e,t,r),getParamValue("axes",e,t,r))];case"leakyRelu":return[leakyRelu(getParamValue("x",e,t,r),getParamValue("alpha",e,t,r))];default:throw TypeError("Node type "+e.op+" is not implemented")}},TensorArray=function(){function e(t,r,n,a,o,i,s){this.name=t,this.dtype=r,this.maxSize=n,this.elementShape=a,this.identicalElementShapes=o,this.dynamicSize=i,this.clearAfterRead=s,this.tensors=[],this.closed_=!1,this.id=e.nextId++}return Object.defineProperty(e.prototype,"closed",{get:function(){return this.closed_},enumerable:!0,configurable:!0}),e.prototype.clearAndClose=function(){this.tensors.forEach(function(e){return e.tensor.dispose()}),this.tensors=[],this.closed_=!0},e.prototype.size=function(){return this.tensors.length},e.prototype.read=function(e){if(this.closed_)throw new Error("TensorArray "+this.name+" has already been closed.");if(e<0||e>=this.tensors.length)throw new Error("Tried to read from index "+e+", but array size is: "+this.tensors.length);var t=this.tensors[e];if(t.cleared)throw new Error("TensorArray "+this.name+": Could not read index "+e+" twice because it was cleared after a previous read (perhaps try setting clear_after_read = false?).");return this.clearAfterRead&&(t.cleared=!0),t.read=!0,t.tensor},e.prototype.readMany=function(e){var t=this;return e.map(function(e){return t.read(e)})},e.prototype.write=function(e,t){if(this.closed_)throw new Error("TensorArray "+this.name+" has already been closed.");if(e<0||!this.dynamicSize&&e>=this.maxSize)throw new Error("Tried to write to index "+e+", but array is not resizeable and size is: "+this.maxSize);var r=this.tensors[e]||{};if(t.dtype!==this.dtype)throw new Error("TensorArray "+this.name+": Could not write to TensorArray index "+e+",\n          because the value dtype is "+t.dtype+", but TensorArray dtype is "+this.dtype+".");if(0===this.size()&&0===this.elementShape.length&&(this.elementShape=t.shape),this.assertShapesMatch(this.elementShape,t.shape,"TensorArray "+this.name+": Could not write to TensorArray index "+e+"."),r&&r.read)throw new Error("TensorArray "+this.name+": Could not write to TensorArray index "+e+", because it has already been read.");if(r&&r.written)throw new Error("TensorArray "+this.name+": Could not write to TensorArray index "+e+", because it has already been written.");r.tensor=t,r.written=!0,this.tensors[e]=r},e.prototype.writeMany=function(e,t){var r=this;if(e.length!==t.length)throw new Error("TensorArray "+this.name+": could not write multiple tensors,because the index size: "+e.length+" is not the same as tensors size: "+t.length+".");e.forEach(function(e,n){return r.write(e,t[n])})},e.prototype.gather=function(e,t){if(t&&t!==this.dtype)throw new Error("TensorArray dtype is "+this.dtype+" but gather requested dtype "+t);if(!e){e=[];for(var r=0;r<this.size();r++)e.push(r)}if(0===e.length)return tensor([],[0].concat(this.elementShape));var n=this.readMany(e);return this.assertShapesMatch(this.elementShape,n[0].shape,"TensorArray shape mismatch: "),stack(n,0)},e.prototype.concat=function(e){if(e&&e!==this.dtype)throw new Error("TensorArray dtype is "+this.dtype+" but concat requested dtype "+e);if(0===this.size())return tensor([],[0].concat(this.elementShape));for(var t=[],r=0;r<this.size();r++)t.push(r);var n=this.readMany(t);return this.assertShapesMatch(this.elementShape,n[0].shape,"TensorArray shape mismatch: tensor array shape ("+this.elementShape+") vs first tensor shape ("+n[0].shape+")"),concat(n,0)},e.prototype.scatter=function(e,t){if(t.dtype!==this.dtype)throw new Error("TensorArray dtype is "+this.dtype+" but tensor has dtype "+t.dtype);if(e.length!==t.shape[0])throw new Error("Expected len(indices) == tensor.shape[0], but saw: "+e.length+" vs. "+t.shape[0]);var r=Math.max.apply(Math,e);if(!this.dynamicSize&&r>=this.maxSize)throw new Error("Max index must be < array size ("+r+"  vs. "+this.maxSize+")");this.writeMany(e,unstack(t,0))},e.prototype.split=function(e,t){var r=this;if(t.dtype!==this.dtype)throw new Error("TensorArray dtype is "+this.dtype+" but tensor has dtype "+t.dtype);var n=0,a=e.map(function(e){return n+=e});if(n!==t.shape[0])throw new Error("Expected sum of lengths to be equal to\n          tensor.shape[0], but sum of lengths is\n        "+n+", and tensor's shape is: "+t.shape);if(!this.dynamicSize&&e.length!==this.maxSize)throw new Error("TensorArray's size is not equal to the size of lengths ("+this.maxSize+" vs. "+e.length+"), and the TensorArray is not marked as dynamically resizeable");var o=0===n?0:t.size/n,i=[];tidy(function(){t=t.reshape([1,n,o]);for(var s=0;s<e.length;++s){var u=[0,0===s?0:a[s-1],0],l=[1,e[s],o];i[s]=slice(t,u,l).reshape(r.elementShape)}return i});for(var s=[],u=0;u<e.length;u++)s[u]=u;this.writeMany(s,i)},e.prototype.assertShapesMatch=function(e,t,r){void 0===r&&(r=""),util.assert(this.arraysEqual(e,t),r+" Shapes "+e+" and "+t+" must match")},e.prototype.arraysEqual=function(e,t){if(e.length!==t.length)return!1;for(var r=0;r<e.length;r++)if(-1!==e[r]&&-1!==t[r]&&e[r]!==t[r])return!1;return!0},e.nextId=0,e}();function executeOp$2(e,t,r){return __awaiter$2(this,void 0,void 0,function(){var n,a,o,i,s,u,l,p,c,d,h,f,m,g,y,v,x,b,w,N,S,T,E,I,_,C,A,P,k,D,R,O,M,z;return __generator$2(this,function(L){switch(L.label){case 0:switch(e.op){case"loopCond":return[3,1];case"switch":return[3,2];case"merge":return[3,4];case"enter":return[3,5];case"exit":return[3,6];case"nextIteration":return[3,7];case"tensorArray":return[3,8];case"tensorArrayWrite":return[3,9];case"tensorArrayRead":return[3,10];case"tensorArrayGather":return[3,11];case"tensorArrayScatter":return[3,12];case"tensorArrayConcat":return[3,13];case"tensorArraySplit":return[3,14];case"tensorArraySize":return[3,15];case"tensorArrayClose":return[3,16]}return[3,17];case 1:return[2,[getParamValue("pred",e,t,r).clone()]];case 2:return n=getParamValue("pred",e,t,r),a=getParamValue("data",e,t,r),[4,n.data()];case 3:return[2,L.sent()[0]?[void 0,a.clone()]:[a.clone(),void 0]];case 4:return[2,(o=e.inputNames.find(function(e){return void 0!==getTensor(e,t,r)}))?[getTensor(o,t,r).clone()]:void 0];case 5:return i=getParamValue("frameName",e,t,r),s=getParamValue("tensor",e,t,r),r.enterFrame(i),[2,[s.clone()]];case 6:return u=getParamValue("tensor",e,t,r),r.exitFrame(),[2,[u.clone()]];case 7:return l=getParamValue("tensor",e,t,r),r.nextIteration(),[2,[l.clone()]];case 8:return p=getParamValue("size",e,t,r),c=getParamValue("dtype",e,t,r),d=getParamValue("elementShape",e,t,r),h=getParamValue("dynamicSize",e,t,r),f=getParamValue("clearAfterRead",e,t,r),m=getParamValue("identicalElementShapes",e,t,r),g=getParamValue("name",e,t,r),y=new TensorArray(g,c,p,d,m,h,f),r.addTensorArray(y),[2,[scalar(y.id),scalar(1)]];case 9:return v=getParamValue("tensorArrayId",e,t,r),x=getParamValue("index",e,t,r),b=getParamValue("tensor",e,t,r),r.getTensorArray(v).write(x,b),[2,[scalar(1)]];case 10:return w=getParamValue("tensorArrayId",e,t,r),N=getParamValue("index",e,t,r),[2,[r.getTensorArray(w).read(N)]];case 11:return S=getParamValue("tensorArrayId",e,t,r),T=getParamValue("indices",e,t,r),E=getParamValue("dtype",e,t,r),[2,[r.getTensorArray(S).gather(T,E)]];case 12:return I=getParamValue("tensorArrayId",e,t,r),_=getParamValue("indices",e,t,r),C=getParamValue("tensor",e,t,r),r.getTensorArray(I).scatter(_,C),[2,[scalar(1)]];case 13:return A=getParamValue("tensorArrayId",e,t,r),P=r.getTensorArray(A),k=getParamValue("dtype",e,t,r),[2,[P.concat(k)]];case 14:return D=getParamValue("tensorArrayId",e,t,r),R=getParamValue("tensor",e,t,r),O=getParamValue("lengths",e,t,r),r.getTensorArray(D).split(O,R),[2,[scalar(1)]];case 15:return M=getParamValue("tensorArrayId",e,t,r),[2,[scalar(r.getTensorArray(M).size(),"int32")]];case 16:return z=getParamValue("tensorArrayId",e,t,r),r.getTensorArray(z).clearAndClose(),[2,[]];case 17:throw TypeError("Node type "+e.op+" is not implemented")}})})}var executeOp$3=function(e,t,r){switch(e.op){case"conv1d":var n=getParamValue("stride",e,t,r),a=getParamValue("pad",e,t,r),o=getParamValue("dataFormat",e,t,r).toUpperCase(),i=getParamValue("dilation",e,t,r);return[conv1d(getParamValue("x",e,t,r),getParamValue("filter",e,t,r),n,a,o,i)];case"conv2d":n=getParamValue("strides",e,t,r),a=getParamValue("pad",e,t,r),o=getParamValue("dataFormat",e,t,r).toUpperCase();var s=getParamValue("dilations",e,t,r);return[conv2d(getParamValue("x",e,t,r),getParamValue("filter",e,t,r),[n[1],n[2]],a,o,[s[0],s[1]])];case"conv2dTranspose":var u=getParamValue("outputShape",e,t,r);return n=getParamValue("strides",e,t,r),a=getParamValue("pad",e,t,r),[conv2dTranspose(getParamValue("x",e,t,r),getParamValue("filter",e,t,r),u,[n[1],n[2]],a)];case"depthwiseConv2d":return n=getParamValue("strides",e,t,r),a=getParamValue("pad",e,t,r),s=getParamValue("dilations",e,t,r),o=getParamValue("dataFormat",e,t,r).toUpperCase(),[depthwiseConv2d(getParamValue("input",e,t,r),getParamValue("filter",e,t,r),[n[1],n[2]],a,o,[s[0],s[1]])];case"avgPool":n=getParamValue("strides",e,t,r),a=getParamValue("pad",e,t,r);var l=getParamValue("kernelSize",e,t,r);return[avgPool(getParamValue("x",e,t,r),[l[1],l[2]],[n[1],n[2]],a)];case"maxPool":return n=getParamValue("strides",e,t,r),a=getParamValue("pad",e,t,r),l=getParamValue("kernelSize",e,t,r),[maxPool(getParamValue("x",e,t,r),[l[1],l[2]],[n[1],n[2]],a)];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$4=function(e,t,r){switch(e.op){case"fill":var n=getParamValue("shape",e,t,r),a=getParamValue("dtype",e,t,r);return[fill(n,getParamValue("value",e,t,r),a)];case"linspace":var o=getParamValue("start",e,t,r);return[linspace(o,getParamValue("stop",e,t,r),getParamValue("num",e,t,r))];case"oneHot":var i=getParamValue("indices",e,t,r),s=getParamValue("depth",e,t,r),u=getParamValue("onValue",e,t,r),l=getParamValue("offValue",e,t,r);return[oneHot(i,s,u,l)];case"ones":return[ones$1(getParamValue("shape",e,t,r),getParamValue("dtype",e,t,r))];case"onesLike":return[onesLike(getParamValue("x",e,t,r))];case"randomUniform":return[randomUniform(getParamValue("shape",e,t,r),getParamValue("minval",e,t,r),getParamValue("maxval",e,t,r),getParamValue("dtype",e,t,r))];case"range":return[range(o=getParamValue("start",e,t,r),getParamValue("stop",e,t,r),getParamValue("step",e,t,r),getParamValue("dtype",e,t,r))];case"truncatedNormal":n=getParamValue("shape",e,t,r);var p=getParamValue("mean",e,t,r),c=getParamValue("stdDev",e,t,r),d=getParamValue("seed",e,t,r);return[truncatedNormal(n,p,c,getParamValue("dtype",e,t,r),d)];case"zeros":return[zeros(getParamValue("shape",e,t,r),getParamValue("dtype",e,t,r))];case"zerosLike":return[zerosLike(getParamValue("x",e,t,r))];default:throw TypeError("Node type "+e.op+" is not implemented")}};function executeOp$5(e,t,r){return __awaiter$2(this,void 0,void 0,function(){var n,a,o,i,s;return __generator$2(this,function(u){switch(u.label){case 0:switch(e.op){case"nonMaxSuppression":return[3,1];case"whereAsync":return[3,3];case"setdiff1dAsync":return[3,5]}return[3,7];case 1:return n=getParamValue("boxes",e,t,r),a=getParamValue("scores",e,t,r),o=getParamValue("maxOutputSize",e,t,r),i=getParamValue("iouThreshold",e,t,r),s=getParamValue("scoreThreshold",e,t,r),[4,image_ops.nonMaxSuppressionAsync(n,a,o,i,s)];case 2:return[2,[u.sent()]];case 3:return[4,whereAsync(getParamValue("condition",e,t,r))];case 4:return[2,[u.sent()]];case 5:return[4,setdiff1dAsync(getParamValue("x",e,t,r),getParamValue("y",e,t,r))];case 6:return[2,u.sent()];case 7:throw TypeError("Node type "+e.op+" is not implemented")}})})}var executeOp$6=function(e,t,r){switch(e.op){case"topK":var n=getParamValue("x",e,t,r),a=getParamValue("k",e,t,r),o=getParamValue("sorted",e,t,r),i=topk(n,a,o);return[i.values,i.indices];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$7=function(e,t,r){switch(e.op){case"const":return t[e.name];case"placeholder":var n=getParamValue("default",e,t,r);return[getTensor(e.name,t,r)||n];case"identity":case"stopGradient":case"fakeQuantWithMinMaxVars":case"snapshot":return[getParamValue("x",e,t,r).clone()];case"shape":return[tensor1d(getParamValue("x",e,t,r).shape,"int32")];case"shapeN":return getParamValue("x",e,t,r).map(function(e){return tensor1d(e.shape)});case"size":return[scalar(getParamValue("x",e,t,r).size,"int32")];case"rank":return[scalar(getParamValue("x",e,t,r).rank,"int32")];case"noop":return[];case"print":var a=getParamValue("x",e,t,r),o=getParamValue("data",e,t,r),i=getParamValue("message",e,t,r),s=getParamValue("summarize",e,t,r);console.warn("The graph has a tf.print() operation,usually used for debugging, which slows down performance."),console.log(i);for(var u=0;u<o.length;u++)console.log(Array.prototype.slice.call(o[0].dataSync()).slice(0,s));return[a];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$8=function(e,t,r){switch(e.op){case"resizeBilinear":var n=getParamValue("images",e,t,r),a=getParamValue("size",e,t,r),o=getParamValue("alignCorners",e,t,r);return[image_ops.resizeBilinear(n,[a[0],a[1]],o)];case"resizeNearestNeighbor":return n=getParamValue("images",e,t,r),a=getParamValue("size",e,t,r),o=getParamValue("alignCorners",e,t,r),[image_ops.resizeNearestNeighbor(n,[a[0],a[1]],o)];case"cropAndResize":var i=getParamValue("image",e,t,r),s=getParamValue("boxes",e,t,r),u=getParamValue("boxInd",e,t,r),l=getParamValue("cropSize",e,t,r),p=getParamValue("method",e,t,r),c=getParamValue("extrapolationValue",e,t,r);return[image_ops.cropAndResize(i,s,u,l,p,c)];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$9=function(e,t,r){switch(e.op){case"equal":return[equal(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"notEqual":return[notEqual(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"greater":return[greater(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"greaterEqual":return[greaterEqual(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"less":return[less(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"lessEqual":return[lessEqual(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"logicalAnd":return[logicalAnd(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"logicalNot":return[logicalNot(getParamValue("a",e,t,r))];case"logicalOr":return[logicalOr(getParamValue("a",e,t,r),getParamValue("b",e,t,r))];case"where":return[where(getParamValue("condition",e,t,r),getParamValue("a",e,t,r),getParamValue("b",e,t,r))];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$10=function(e,t,r){switch(e.op){case"matMul":return[matMul(getParamValue("a",e,t,r),getParamValue("b",e,t,r),getParamValue("transposeA",e,t,r),getParamValue("transposeB",e,t,r))];case"transpose":return[transpose(getParamValue("x",e,t,r),getParamValue("perm",e,t,r))];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$11=function(e,t,r){switch(e.op){case"batchNormalization":return[batchNormalization(getParamValue("x",e,t,r),getParamValue("mean",e,t,r),getParamValue("variance",e,t,r),getParamValue("epsilon",e,t,r),getParamValue("scale",e,t,r),getParamValue("offset",e,t,r))];case"localResponseNormalization":return[localResponseNormalization(getParamValue("x",e,t,r),getParamValue("radius",e,t,r),getParamValue("bias",e,t,r),getParamValue("alpha",e,t,r),getParamValue("beta",e,t,r))];case"softmax":return[softmax(getParamValue("x",e,t,r))];case"logSoftmax":return[logSoftmax(getParamValue("x",e,t,r))];case"sparseToDense":return[sparseToDense(getParamValue("sparseIndices",e,t,r),getParamValue("outputShape",e,t,r),getParamValue("sparseValues",e,t,r),getParamValue("defaultValue",e,t,r))];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$12=function(e,t,r){switch(e.op){case"max":var n=getParamValue("axis",e,t,r),a=getParamValue("keepDims",e,t,r);return[max(getParamValue("x",e,t,r),n,a)];case"mean":return n=getParamValue("axis",e,t,r),a=getParamValue("keepDims",e,t,r),[mean(getParamValue("x",e,t,r),n,a)];case"min":return n=getParamValue("axis",e,t,r),a=getParamValue("keepDims",e,t,r),[min(getParamValue("x",e,t,r),n,a)];case"sum":return n=getParamValue("axis",e,t,r),a=getParamValue("keepDims",e,t,r),[sum$1(getParamValue("x",e,t,r),n,a)];case"all":return n=getParamValue("axis",e,t,r),a=getParamValue("keepDims",e,t,r),[all(getParamValue("x",e,t,r),n,a)];case"any":return n=getParamValue("axis",e,t,r),a=getParamValue("keepDims",e,t,r),[any(getParamValue("x",e,t,r),n,a)];case"argMax":return n=getParamValue("axis",e,t,r),[argMax(getParamValue("x",e,t,r),n)];case"argMin":return n=getParamValue("axis",e,t,r),[argMin(getParamValue("x",e,t,r),n)];case"prod":return n=getParamValue("axis",e,t,r),a=getParamValue("keepDims",e,t,r),[prod(getParamValue("x",e,t,r),n,a)];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$13=function(e,t,r){switch(e.op){case"concat":var n=getParamValue("axis",e,t,r),a=getParamValue("tensors",e,t,r);return[concat(a,n)];case"gather":n=getParamValue("axis",e,t,r);var o=getParamValue("x",e,t,r),i=getParamValue("indices",e,t,r);return[gather(o,i,n)];case"reverse":return n=getParamValue("axis",e,t,r),o=getParamValue("x",e,t,r),[reverse(o,n)];case"slice":var s=getParamValue("begin",e,t,r),u=getParamValue("size",e,t,r);return[slice(getParamValue("x",e,t,r),s,u)];case"stridedSlice":s=getParamValue("begin",e,t,r);var l=getParamValue("end",e,t,r),p=getParamValue("strides",e,t,r),c=getParamValue("beginMask",e,t,r),d=getParamValue("endMask",e,t,r),h=getParamValue("ellipsisMask",e,t,r),f=getParamValue("newAxisMask",e,t,r),m=getParamValue("shrinkAxisMask",e,t,r),g=getParamValue("x",e,t,r);if(1===s.length&&g.shape.length>1)for(var y=1;y<g.shape.length;y++)s.push(0),l.push(g.shape[y]),p.push(p[0]);return[stridedSlice(g,s,l,p,c,d,h,f,m)];case"stack":return tidy(function(){var n=getParamValue("axis",e,t,r),a=getParamValue("tensors",e,t,r),o=a[0].shape,i=a[0].squeeze().shape,s=a.map(function(e){var t=util.arraysEqual(e.shape,o);if(!t&&!util.arraysEqual(e.squeeze().shape,i))throw new Error("the input tensors shape does not match");return t?e:e.reshape(o)});return[stack(s,n)]});case"unstack":return tidy(function(){var n=getParamValue("axis",e,t,r),a=getParamValue("tensor",e,t,r);return unstack(a,n)});case"tile":var v=getParamValue("reps",e,t,r);return[tile(getParamValue("x",e,t,r),v)];case"split":n=getParamValue("axis",e,t,r);var x=getParamValue("numOrSizeSplits",e,t,r);return split$1(getParamValue("x",e,t,r),x,n);case"scatterNd":i=getParamValue("indices",e,t,r);var b=getParamValue("values",e,t,r),w=getParamValue("shape",e,t,r);return[scatterND(i,b,w)];case"gatherNd":var N=getParamValue("x",e,t,r);return i=getParamValue("indices",e,t,r),[gatherND(N,i)];case"sparseToDense":i=getParamValue("sparseIndices",e,t,r),w=getParamValue("outputShape",e,t,r);var S=getParamValue("sparseValues",e,t,r),T=getParamValue("defaultValue",e,t,r);return[sparseToDense(i,S,w,T)];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$14=function(e,t,r){switch(e.op){case"fft":return[fft(getParamValue("x",e,t,r))];case"ifft":return[ifft(getParamValue("x",e,t,r))];case"rfft":return[rfft(getParamValue("x",e,t,r))];case"irfft":return[irfft(getParamValue("x",e,t,r))];default:throw TypeError("Node type "+e.op+" is not implemented")}},executeOp$15=function(e,t,r){switch(e.op){case"cast":return[cast(getParamValue("x",e,t,r),getParamValue("dtype",e,t,r))];case"expandDims":var n=getParamValue("axis",e,t,r);return[expandDims(getParamValue("x",e,t,r),n)];case"squeeze":return n=getParamValue("axis",e,t,r),[squeeze(getParamValue("x",e,t,r),n)];case"reshape":return[reshape(getParamValue("x",e,t,r),getParamValue("shape",e,t,r))];case"pad":return[pad(getParamValue("x",e,t,r),split$1$1(getParamValue("padding",e,t,r),2),getParamValue("constantValue",e,t,r))];case"spaceToBatchND":var a=getParamValue("blockShape",e,t,r),o=split$1$1(getParamValue("paddings",e,t,r),2);return[spaceToBatchND(getParamValue("x",e,t,r),a,o)];case"batchToSpaceND":a=getParamValue("blockShape",e,t,r);var i=split$1$1(getParamValue("crops",e,t,r),2);return[batchToSpaceND(getParamValue("x",e,t,r),a,i)];case"depthToSpace":var s=getParamValue("blockSize",e,t,r),u=getParamValue("dataFormat",e,t,r);return[depthToSpace(getParamValue("x",e,t,r),s,u)];default:throw TypeError("Node type "+e.op+" is not implemented")}};function executeOp$16(e,t,r){switch(e.category){case"arithmetic":return executeOp(e,t,r);case"basic_math":return executeOp$1(e,t,r);case"control":return executeOp$2(e,t,r);case"convolution":return executeOp$3(e,t,r);case"creation":return executeOp$4(e,t,r);case"dynamic":return executeOp$5(e,t,r);case"evaluation":return executeOp$6(e,t,r);case"image":return executeOp$8(e,t,r);case"graph":return executeOp$7(e,t,r);case"logical":return executeOp$9(e,t,r);case"matrices":return executeOp$10(e,t,r);case"normalization":return executeOp$11(e,t,r);case"reduction":return executeOp$12(e,t,r);case"slice_join":return executeOp$13(e,t,r);case"spectral":return executeOp$14(e,t,r);case"transformation":return executeOp$15(e,t,r);default:throw TypeError("Node type "+e.op+" is not implemented")}}var ExecutionContext=function(){function e(e,t){this.weightMap=e,this.tensorArrayMap=t,this.rootContext={id:0,frameName:"",iterationId:0},this.contexts=[this.rootContext],this.lastId=0,this.generateCurrentContextIds()}return e.prototype.newFrame=function(e,t){return{id:e,frameName:t,iterationId:0}},Object.defineProperty(e.prototype,"currentContext",{get:function(){return this.contexts},set:function(e){this.contexts!==e&&(this.contexts=e,this.generateCurrentContextIds())},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"currentContextId",{get:function(){return this._currentContextIds[0]},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"currentContextIds",{get:function(){return this._currentContextIds},enumerable:!0,configurable:!0}),e.prototype.generateCurrentContextIds=function(){for(var e=[],t=0;t<this.contexts.length-1;t++){var r=this.contexts.slice(0,this.contexts.length-t);e.push(this.contextIdforContexts(r))}e.push(""),this._currentContextIds=e},e.prototype.contextIdforContexts=function(e){return e?e.map(function(e){return 0===e.id&&0===e.iterationId?"":e.frameName+"-"+e.iterationId}).join("/"):""},e.prototype.enterFrame=function(e){this.contexts&&(this.lastId++,this.contexts=this.contexts.slice(),this.contexts.push(this.newFrame(this.lastId,e)),this._currentContextIds.unshift(this.contextIdforContexts(this.contexts)))},e.prototype.exitFrame=function(){if(!(this.contexts&&this.contexts.length>1))throw new Error("Cannot exit frame, the context is empty");this.contexts=this.contexts.slice(),this.contexts.splice(-1),this.currentContextIds.shift()},e.prototype.nextIteration=function(){if(!(this.contexts&&this.contexts.length>0))throw new Error("Cannot increase frame iteration, the context is empty");this.contexts=this.contexts.slice(),this.lastId++;var e=Object.assign({},this.contexts[this.contexts.length-1]);e.iterationId+=1,e.id=this.lastId,this.contexts.splice(-1,1,e),this._currentContextIds.splice(0,1,this.contextIdforContexts(this.contexts))},e.prototype.getWeight=function(e){return this.weightMap[e]},e.prototype.addTensorArray=function(e){this.tensorArrayMap[e.id]=e},e.prototype.getTensorArray=function(e){return this.tensorArrayMap[e]},e}(),GraphExecutor=function(){function e(e){this.graph=e,this.compiledMap=new Map,this._weightMap={},this.SEPERATOR=",",this.placeholders=e.placeholders,this._outputs=e.outputs,this.compile()}return Object.defineProperty(e.prototype,"weightMap",{get:function(){return this._weightMap},set:function(e){var t=Object.keys(e).map(function(t){return e[t].map(function(e){return e.id})});this.weightIds=[].concat.apply([],t),this._weightMap=e},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"inputs",{get:function(){return this.placeholders.map(function(e){return{name:e.name,shape:e.params.shape?e.params.shape.value:void 0,dtype:e.params.dtype?e.params.dtype.value:void 0}})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"outputs",{get:function(){return this._outputs.map(function(e){return{name:e.name,shape:e.params.shape?e.params.shape.value:void 0,dtype:e.params.dtype?e.params.dtype.value:void 0}})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"inputNodes",{get:function(){return this.placeholders.map(function(e){return e.name})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"outputNodes",{get:function(){return this.outputs.map(function(e){return e.name})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"isControlFlowModel",{get:function(){return this.graph.withControlFlow},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"isDynamicShapeModel",{get:function(){return this.graph.withDynamicShape},enumerable:!0,configurable:!0}),e.prototype.compile=function(e){if(!this.graph.withControlFlow&&!this.graph.withDynamicShape){var t=[],r=e||this.graph.placeholders,n=r.map(function(e){return e.name}).sort().join(this.SEPERATOR);if(!this.compiledMap.get(n)){for(var a=r.concat(this.graph.weights),o={};a.length>0;){var i=a.pop();o[i.name]=!0,t.push(i),i.children.forEach(function(e){!o[e.name]&&e.inputNames.every(function(e){var t=getNodeNameAndIndex(e)[0];return o[t]})&&a.push(e)})}this.compiledMap.set(n,t)}}},e.prototype.execute=function(e,t,r){var n=this;void 0===t&&(t=!0);var a=Object.keys(e).sort();this.checkInput(e,t),this.checkInputShapeAndType(e,t),this.compile(a.map(function(e){return n.graph.nodes[e]}));var o=this.calculateOutputs(r);this.checkOutput(this.compiledMap.get(a.join(this.SEPERATOR)),o);var i={};return tidy(function(){for(var t=new ExecutionContext(n._weightMap,i),r=__assign$2({},n.weightMap,e),s=n.getFrozenTensorIds(r),u={},l=n.compiledMap.get(a.join(n.SEPERATOR)),p=0;p<l.length;p++){var c=l[p];if(r[c.name]||(r[c.name]=executeOp$16(c,r,t),n.checkTensorForDisposal(c.name,c,r,t,s,o,u)),o.every(function(e){return!!r[e]}))break}return n.findOutputs(r,t,o)})},e.prototype.getFrozenTensorIds=function(e){var t=[].concat.apply([],Object.keys(e).map(function(t){return e[t]}).map(function(e){return e.map(function(e){return e.id})}));return new Set(t)},e.prototype.checkTensorForDisposal=function(e,t,r,n,a,o,i){"control"!==t.category&&-1===o.indexOf(e)&&(r[e].forEach(function(e){null!=e&&(i[e.id]=(i[e.id]||0)+t.children.length)}),t.inputs.forEach(function(e){if("control"!==e.category){var t=getTensorsForCurrentContenxt(e.name,r,n);null!=t&&t.forEach(function(e){if(e&&!a.has(e.id)){var t=i[e.id];1===t?(e.dispose(),delete i[e.id]):null!=t&&i[e.id]--}})}}))},e.prototype.executeAsync=function(e,t){return __awaiter$2(this,void 0,void 0,function(){var r,n,a,o,i,s,u,l,p=this;return __generator$2(this,function(c){switch(c.label){case 0:return this.checkInput(e,!1),this.checkInputShapeAndType(e,!1),r={},n=new ExecutionContext(this._weightMap,r),a=this.calculateOutputs(t),[4,this.executeWithControlFlow(e,n,a)];case 1:return o=c.sent(),i=this.findOutputs(o,n,t),s=Object.keys(i).map(function(e){return i[e].id}),u=Object.keys(e).map(function(t){return e[t].map(function(e){return e.id})}),l=[].concat.apply([],u),Object.keys(o).forEach(function(e){o[e].forEach(function(e){e&&-1===s.indexOf(e.id)&&-1===l.indexOf(e.id)&&-1===p.weightIds.indexOf(e.id)&&e.dispose()})}),[2,i]}})})},e.prototype.executeWithControlFlow=function(e,t,r){return __awaiter$2(this,void 0,void 0,function(){var n,a,o,i,s,u,l,p,c=this;return __generator$2(this,function(d){switch(d.label){case 0:n=Object.keys(e),a=n.map(function(e){return c.graph.nodes[e]}),o=a.concat(this.graph.weights).map(function(e){return{node:e,contexts:t.currentContext}}),i=__assign$2({},this.weightMap,e),s={},u=this.getFrozenTensorIds(i),l={},d.label=1;case 1:return o.length>0?(p=this.processStack(a,o,t,i,l,u,r,s),[4,Promise.all(p)]):[3,3];case 2:return d.sent(),[3,1];case 3:return[2,i]}})})},e.prototype.processStack=function(e,t,r,n,a,o,i,s){for(var u=this,l=[],p=function(){var p=t.pop();r.currentContext=p.contexts;var d="";if("enter"===p.node.op&&getParamValue("isConstant",p.node,n,r)&&(d=getNodeNameAndIndex(p.node.name,r)[0]),-1===e.indexOf(p.node)){var h=executeOp$16(p.node,n,r);d||(d=getNodeNameAndIndex(p.node.name,r)[0]);var f=r.currentContext;h instanceof Promise?l.push(h.then(function(e){return n[d]=e,r.currentContext=f,u.checkTensorForDisposal(d,p.node,n,r,o,i,s),u.processChildNodes(p.node,t,r,n,a),e})):(n[d]=h,c.checkTensorForDisposal(d,p.node,n,r,o,i,s),c.processChildNodes(p.node,t,r,n,a))}else c.processChildNodes(p.node,t,r,n,a)},c=this;t.length>0;)p();return l},e.prototype.processChildNodes=function(e,t,r,n,a){e.children.forEach(function(e){var o=getNodeNameAndIndex(e.name,r)[0];a[o]||("merge"===e.op?e.inputNames.some(function(e){return!!getTensor(e,n,r)})&&(a[o]=!0,t.push({contexts:r.currentContext,node:e})):e.inputNames.every(function(e){return!!getTensor(e,n,r)})&&(a[o]=!0,t.push({contexts:r.currentContext,node:e})))})},e.prototype.calculateOutputs=function(e){return!e||e instanceof Array||(e=[e]),e||this.graph.outputs.map(function(e){return e.name})},e.prototype.findOutputs=function(e,t,r){return this.calculateOutputs(r).reduce(function(r,n){return r[n]=getTensor(n,e,t),r},{})},e.prototype.dispose=function(){var e=this;Object.keys(this.weightMap).forEach(function(t){return e.weightMap[t].forEach(function(e){return e.dispose()})})},e.prototype.checkInputShapeAndType=function(e,t){void 0===t&&(t=!0),this.placeholders.forEach(function(r){var n=e[r.name];if(t||n){var a=n[0];if(r.params.shape&&r.params.shape.value){var o=r.params.shape.value,i=o.length===a.shape.length&&a.shape.every(function(e,t){return-1===o[t]||o[t]===e});util.assert(i,"The shape of dict['"+r.name+"'] provided in model.execute(dict) must be ["+o+"], but was ["+a.shape+"]")}r.params.dtype&&r.params.dtype.value&&util.assert(a.dtype===r.params.dtype.value,"The dtype of dict['"+r.name+"'] provided in model.execute(dict) must be "+r.params.dtype.value+", but was "+a.dtype)}})},e.prototype.checkInput=function(e,t){var r=this;void 0===t&&(t=!0);var n=Object.keys(e),a=[],o=[];this.inputNodes.forEach(function(e){-1===n.indexOf(e)&&a.push(e)}),n.forEach(function(e){-1===r.inputNodes.indexOf(e)&&o.push(e)});var i=o.filter(function(e){return!r.graph.nodes[e]});if(a.length>0&&t)throw new Error("The dict provided in model.execute(dict) has the keys ["+n+"], but is missing the required keys: ["+a+"].");if(o.length>0&&t)throw new Error("The dict provided in model.execute(dict) has unused keys: ["+o+"]. Please provide only the following keys: ["+this.inputNodes+"].");if(i.length>0)throw new Error("The dict provided in model.execute(dict) has keys: ["+i+"] not part of model graph.")},e.prototype.checkOutput=function(e,t){var r=e.map(function(e){return e.name}),n=[];if(t.forEach(function(e){-1===r.indexOf(e)&&n.push(e)}),n.length>0)throw new Error("The following outputs are not generated by the execution: ["+n+"].")},e}(),TFHUB_SEARCH_PARAM="?tfjs-format=file",DEFAULT_MODEL_NAME="tensorflowjs_model.pb",DEFAULT_MANIFEST_NAME="weights_manifest.json",FrozenModel=function(){function e(e,t,r,n){this.modelUrl=e,this.weightManifestUrl=t,this.requestOption=r,this.weightPrefix=n,this.version="n/a"}return Object.defineProperty(e.prototype,"modelVersion",{get:function(){return this.version},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,"inputNodes",{get:function(){return 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this.throwIfDisposed(),l.exp(this)},e.prototype.expm1=function(){return this.throwIfDisposed(),l.expm1(this)},e.prototype.log=function(){return this.throwIfDisposed(),l.log(this)},e.prototype.log1p=function(){return this.throwIfDisposed(),l.log1p(this)},e.prototype.sqrt=function(){return this.throwIfDisposed(),l.sqrt(this)},e.prototype.rsqrt=function(){return this.throwIfDisposed(),l.rsqrt(this)},e.prototype.square=function(){return this.throwIfDisposed(),l.square(this)},e.prototype.reciprocal=function(){return this.throwIfDisposed(),l.reciprocal(this)},e.prototype.abs=function(){return this.throwIfDisposed(),l.abs(this)},e.prototype.clipByValue=function(e,t){return this.throwIfDisposed(),l.clipByValue(this,e,t)},e.prototype.relu=function(){return this.throwIfDisposed(),l.relu(this)},e.prototype.elu=function(){return this.throwIfDisposed(),l.elu(this)},e.prototype.selu=function(){return this.throwIfDisposed(),l.selu(this)},e.prototype.leakyRelu=function(e){return void 0===e&&(e=.2),this.throwIfDisposed(),l.leakyRelu(this,e)},e.prototype.prelu=function(e){return this.throwIfDisposed(),l.prelu(this,e)},e.prototype.sigmoid=function(){return this.throwIfDisposed(),l.sigmoid(this)},e.prototype.logSigmoid=function(){return this.throwIfDisposed(),l.logSigmoid(this)},e.prototype.softplus=function(){return this.throwIfDisposed(),l.softplus(this)},e.prototype.zerosLike=function(){return this.throwIfDisposed(),l.zerosLike(this)},e.prototype.onesLike=function(){return this.throwIfDisposed(),l.onesLike(this)},e.prototype.sin=function(){return this.throwIfDisposed(),l.sin(this)},e.prototype.cos=function(){return this.throwIfDisposed(),l.cos(this)},e.prototype.tan=function(){return this.throwIfDisposed(),l.tan(this)},e.prototype.asin=function(){return this.throwIfDisposed(),l.asin(this)},e.prototype.acos=function(){return this.throwIfDisposed(),l.acos(this)},e.prototype.atan=function(){return this.throwIfDisposed(),l.atan(this)},e.prototype.sinh=function(){return this.throwIfDisposed(),l.sinh(this)},e.prototype.cosh=function(){return this.throwIfDisposed(),l.cosh(this)},e.prototype.tanh=function(){return this.throwIfDisposed(),l.tanh(this)},e.prototype.asinh=function(){return this.throwIfDisposed(),l.asinh(this)},e.prototype.acosh=function(){return this.throwIfDisposed(),l.acosh(this)},e.prototype.atanh=function(){return this.throwIfDisposed(),l.atanh(this)},e.prototype.erf=function(){return this.throwIfDisposed(),l.erf(this)},e.prototype.round=function(){return this.throwIfDisposed(),l.round(this)},e.prototype.step=function(e){return void 0===e&&(e=0),this.throwIfDisposed(),l.step(this,e)},e.prototype.softmax=function(e){return void 0===e&&(e=-1),this.throwIfDisposed(),l.softmax(this,e)},e.prototype.logSoftmax=function(e){return void 0===e&&(e=-1),this.throwIfDisposed(),l.logSoftmax(this,e)},e.prototype.resizeBilinear=function(e,t){return void 0===t&&(t=!1),this.throwIfDisposed(),l.image.resizeBilinear(this,e,t)},e.prototype.resizeNearestNeighbor=function(e,t){return void 0===t&&(t=!1),this.throwIfDisposed(),l.image.resizeNearestNeighbor(this,e,t)},e.prototype.conv1d=function(e,t,r,n,a,o){return void 0===n&&(n="NWC"),void 0===a&&(a=1),this.throwIfDisposed(),l.conv1d(this,e,t,r,n,a,o)},e.prototype.conv2d=function(e,t,r,n,a,o){return void 0===n&&(n="NHWC"),void 0===a&&(a=[1,1]),this.throwIfDisposed(),l.conv2d(this,e,t,r,n,a,o)},e.prototype.conv2dTranspose=function(e,t,r,n,a){return this.throwIfDisposed(),l.conv2dTranspose(this,e,t,r,n,a)},e.prototype.depthwiseConv2D=function(e,t,r,n,a,o){return void 0===n&&(n="NHWC"),void 0===a&&(a=[1,1]),this.throwIfDisposed(),l.depthwiseConv2d(this,e,t,r,n,a,o)},e.prototype.separableConv2d=function(e,t,r,n,a,o){return void 0===a&&(a=[1,1]),void 0===o&&(o="NHWC"),this.throwIfDisposed(),l.separableConv2d(this,e,t,r,n,a,o)},e.prototype.avgPool=function(e,t,r,n){return this.throwIfDisposed(),l.avgPool(this,e,t,r,n)},e.prototype.maxPool=function(e,t,r,n){return this.throwIfDisposed(),l.maxPool(this,e,t,r,n)},e.prototype.localResponseNormalization=function(e,t,r,n){return void 0===e&&(e=5),void 0===t&&(t=1),void 0===r&&(r=1),void 0===n&&(n=.5),l.localResponseNormalization(this,e,t,r,n)},e.prototype.pool=function(e,t,r,n,a){return this.throwIfDisposed(),l.pool(this,e,t,r,n,a)},e.prototype.variable=function(e,t,r){return void 0===e&&(e=!0),this.throwIfDisposed(),c.variable(this,e,t,r)},e.prototype.unsortedSegmentSum=function(e,t){return this.throwIfDisposed(),l.unsortedSegmentSum(this,e,t)},e.prototype.batchToSpaceND=function(e,t){return this.throwIfDisposed(),l.batchToSpaceND(this,e,t)},e.prototype.spaceToBatchND=function(e,t){return this.throwIfDisposed(),l.spaceToBatchND(this,e,t)},e.prototype.topk=function(e,t){return void 0===e&&(e=1),void 0===t&&(t=!0),this.throwIfDisposed(),l.topk(this,e,t)},e.prototype.stridedSlice=function(e,t,r,n,a){return void 0===n&&(n=0),void 0===a&&(a=0),this.throwIfDisposed(),l.stridedSlice(this,e,t,r,n,a)},e.prototype.depthToSpace=function(e,t){return this.throwIfDisposed(),l.depthToSpace(this,e,t)},e.prototype.fft=function(){return this.throwIfDisposed(),l.spectral.fft(this)},e.prototype.ifft=function(){return this.throwIfDisposed(),l.spectral.ifft(this)},e}();t.Tensor=p,Object.defineProperty(p,Symbol.hasInstance,{value:function(e){return!!e&&null!=e.shape&&null!=e.dtype}});var c=function(e){function t(t,r,n){void 0===r&&(r=!0);var a=e.call(this,t.shape,t.dtype,null,t.dataId)||this;a.trainable=r,a.name=n,null==a.name&&(a.name=u().nextVariableId().toString());try{u().registerVariable(a)}catch(e){throw u().disposeTensor(a),e}return a}return n(t,e),t.variable=function(e,r,n,a){return void 0===r&&(r=!0),null!=a&&a!==e.dtype&&(e=e.asType(a)),new t(e,r,n)},t.prototype.assign=function(e){if(e.dtype!==this.dtype)throw new Error("dtype of the new value ("+e.dtype+") and previous value ("+this.dtype+") must match");if(!util$1.arraysEqual(e.shape,this.shape))throw new Error("shape of the new value ("+e.shape+") and previous value ("+this.shape+") must match");u().disposeTensor(this),this.dataId=e.dataId,u().registerTensor(this)},t}(p);t.Variable=c,Object.defineProperty(c,Symbol.hasInstance,{value:function(e){return e instanceof p&&null!=e.assign&&e.assign instanceof Function}});var d=c.variable;t.variable=d});unwrapExports(tensor$1);var tensor_1=tensor$1.TensorBuffer,tensor_2=tensor$1.setTensorTracker,tensor_3=tensor$1.setOpHandler,tensor_4=tensor$1.Tensor,tensor_5=tensor$1.Variable,tensor_6=tensor$1.variable,types=createCommonjsModule$2(function(e,t){var r,n,a,o;Object.defineProperty(t,"__esModule",{value:!0}),function(e){e.R0="R0",e.R1="R1",e.R2="R2",e.R3="R3",e.R4="R4",e.R5="R5",e.R6="R6"}(t.Rank||(t.Rank={})),function(e){e.float32="float32",e.int32="int32",e.bool="int32",e.complex64="complex64"}(r||(r={})),function(e){e.float32="float32",e.int32="int32",e.bool="bool",e.complex64="complex64"}(n||(n={})),function(e){e.float32="float32",e.int32="float32",e.bool="float32",e.complex64="complex64"}(a||(a={})),function(e){e.float32="complex64",e.int32="complex64",e.bool="complex64",e.complex64="complex64"}(o||(o={}));var i={float32:a,int32:r,bool:n,complex64:o};function s(e,t){if("string"===e||"string"===t){if("string"===e&&"string"===t)return"string";throw new Error("Can not upcast "+e+" with "+t)}return i[e][t]}t.upcastType=s,t.sumOutType=function(e){return s(e,"int32")}});unwrapExports(types);var types_1=types.Rank,types_2=types.upcastType,types_3=types.sumOutType,tensor_util=createCommonjsModule$2(function(e,t){Object.defineProperty(t,"__esModule",{value:!0}),t.makeTypesMatch=function(e,t){if(e.dtype===t.dtype)return[e,t];var r=types.upcastType(e.dtype,t.dtype);return[e.cast(r),t.cast(r)]},t.assertTypesMatch=function(e,t){util$1.assert(e.dtype===t.dtype,"The dtypes of the first("+e.dtype+") and second("+t.dtype+") input must match")},t.isTensorInList=function(e,t){for(var r=0;r<t.length;r++)if(t[r].id===e.id)return!0;return!1},t.flattenNameArrayMap=function(e,t){var r=[];if(e instanceof tensor$1.Tensor)r.push(e);else for(var n=e,a=0;a<t.length;a++)r.push(n[t[a]]);return r},t.unflattenToNameArrayMap=function(e,t){if(e.length!==t.length)throw new Error("Cannot unflatten Tensor[], keys and arrays are not of same length.");for(var r={},n=0;n<e.length;n++)r[e[n]]=t[n];return r},t.getTensorsInContainer=function(e){var t=[];return function e(t,r,n){if(null!=t)if(t instanceof tensor$1.Tensor)r.push(t);else if(a=t,Array.isArray(a)||"object"==typeof a){var a,o=t;for(var i in o){var s=o[i];n.has(s)||(n.add(s),e(s,r,n))}}}(e,t,new Set),t}});unwrapExports(tensor_util);var tensor_util_1=tensor_util.makeTypesMatch,tensor_util_2=tensor_util.assertTypesMatch,tensor_util_3=tensor_util.isTensorInList,tensor_util_4=tensor_util.flattenNameArrayMap,tensor_util_5=tensor_util.unflattenToNameArrayMap,tensor_util_6=tensor_util.getTensorsInContainer;function deepMapInternal(e,t,r,n){if(void 0===r&&(r=new Map),void 0===n&&(n=new Set),null==e)return null;if(n.has(e))throw new Error("Circular references are not supported.");if(r.has(e))return r.get(e);var a=t(e);if(a.recurse&&null!==a.value)throw new Error("A deep map function may not return both a value and recurse=true.");if(a.recurse){if(isIterable$1(e)){var o=Array.isArray(e)?[]:{};for(var i in n.add(e),e){var s=deepMapInternal(e[i],t,r,n);o[i]=s}return n.delete(e),o}throw new Error("Can't recurse into non-iterable type: "+e)}return r.set(e,a.value),a.value}function deepZip(e,t){return void 0===t&&(t=zipToList),deepZipInternal(e,t)}function deepZipInternal(e,t,r){void 0===r&&(r=new Set);var n=e[0];if(r.has(n))throw new Error("Circular references are not supported.");var a=t(e);if(a.recurse&&null!==a.value)throw new Error("A deep zip function may not return both a value and recurse=true.");if(a.recurse){if(isIterable$1(n)){var o=Array.isArray(n)?[]:{};r.add(n);var i=function(n){var a=deepZipInternal(e.map(function(e){return e[n]}),t,r);o[n]=a};for(var s in n)i(s);return r.delete(n),o}throw new Error("Can't recurse into non-iterable type: "+n)}return a.value}function zipToList(e){return null===e?null:isIterable$1(e[0])?{value:null,recurse:!0}:{value:e,recurse:!1}}function deepMapAndAwaitAll(e,t){return __awaiter$3(this,void 0,void 0,function(){var r,n,a,o,i,s;return __generator$3(this,function(u){switch(u.label){case 0:r=new Map,deepMapInternal(e,t,r),n=0,a=Array.from(r.keys()),u.label=1;case 1:return n<a.length?(o=a[n],(i=r.get(o))instanceof Promise?[4,i]:[3,3]):[3,4];case 2:s=u.sent(),r.set(o,s),u.label=3;case 3:return n++,[3,1];case 4:return[2,deepMapInternal(e,t,r)]}})})}function isIterable$1(e){return null!=e&&(Array.isArray(e)||"object"==typeof e&&!(e instanceof Tensor))}function isNumericArray(e){if(null==e)return!1;if(!Array.isArray(e))return!1;for(var t in e)if("number"!=typeof e[t])return!1;return!0}var RingBuffer=function(){function e(e){if(this.capacity=e,this.begin=0,this.end=0,e<1)throw new RangeError("Can't create ring buffer of capacity < 1.");this.data=new Array(e),this.doubledCapacity=2*e}return e.prototype.wrap=function(e){for(;e<0;)e+=this.doubledCapacity;return e%this.doubledCapacity},e.prototype.get=function(e){if(e<0)throw new RangeError("Can't get item at a negative index.");return this.data[e%this.capacity]},e.prototype.set=function(e,t){if(e<0)throw new RangeError("Can't set item at a negative index.");this.data[e%this.capacity]=t},e.prototype.length=function(){var e=this.end-this.begin;return e<0&&(e=this.doubledCapacity+e),e},e.prototype.isFull=function(){return this.length()===this.capacity},e.prototype.isEmpty=function(){return 0===this.length()},e.prototype.push=function(e){if(this.isFull())throw new RangeError("Ring buffer is full.");this.set(this.end,e),this.end=this.wrap(this.end+1)},e.prototype.pushAll=function(e){for(var t=0,r=e;t<r.length;t++){var n=r[t];this.push(n)}},e.prototype.pop=function(){if(this.isEmpty())throw new RangeError("Ring buffer is empty.");this.end=this.wrap(this.end-1);var e=this.get(this.end);return this.set(this.end,void 0),e},e.prototype.unshift=function(e){if(this.isFull())throw new RangeError("Ring buffer is full.");this.begin=this.wrap(this.begin-1),this.set(this.begin,e)},e.prototype.shift=function(){if(this.isEmpty())throw new RangeError("Ring buffer is empty.");var e=this.get(this.begin);return this.set(this.begin,void 0),this.begin=this.wrap(this.begin+1),e},e.prototype.shuffleExcise=function(e){if(this.isEmpty())throw new RangeError("Ring buffer is empty.");var t=this.wrap(this.begin+e),r=this.get(t);return this.set(t,this.pop()),r},e}(),GrowingRingBuffer=function(e){function t(){return e.call(this,t.INITIAL_CAPACITY)||this}return __extends$2(t,e),t.prototype.isFull=function(){return!1},t.prototype.push=function(t){e.prototype.isFull.call(this)&&this.expand(),e.prototype.push.call(this,t)},t.prototype.unshift=function(t){e.prototype.isFull.call(this)&&this.expand(),e.prototype.unshift.call(this,t)},t.prototype.expand=function(){for(var e=2*this.capacity,t=new Array(e),r=this.length(),n=0;n<r;n++)t[n]=this.get(this.wrap(this.begin+n));this.data=t,this.capacity=e,this.doubledCapacity=2*this.capacity,this.begin=0,this.end=r},t.INITIAL_CAPACITY=32,t}(RingBuffer);function iteratorFromItems(e){return new ArrayIterator(e)}function iteratorFromFunction(e){return new FunctionCallIterator(e)}function iteratorFromConcatenated(e,t){return new ChainedIterator(e,t)}function iteratorFromZipped(e,t){return void 0===t&&(t=ZipMismatchMode.FAIL),new ZipIterator(e,t)}var ZipMismatchMode,LazyIterator=function(){function e(){}return e.prototype.collect=function(e,t){return void 0===e&&(e=1e3),void 0===t&&(t=100),__awaiter$3(this,void 0,void 0,function(){var r,n,a,o;return __generator$3(this,function(i){switch(i.label){case 0:return r=t>0?this.prefetch(t):this,n=[],a=0,[4,r.next()];case 1:o=i.sent(),i.label=2;case 2:return o.done?[3,4]:(n.push(o.value),++a>=e?[2,n]:[4,r.next()]);case 3:return o=i.sent(),[3,2];case 4:return[2,n]}})})},e.prototype.resolveFully=function(){return __awaiter$3(this,void 0,void 0,function(){var e;return __generator$3(this,function(t){switch(t.label){case 0:return[4,this.next()];case 1:e=t.sent(),t.label=2;case 2:return e.done?[3,4]:[4,this.next()];case 3:return e=t.sent(),[3,2];case 4:return[2]}})})},e.prototype.resolveWhile=function(e){return __awaiter$3(this,void 0,void 0,function(){var t,r;return __generator$3(this,function(n){switch(n.label){case 0:return[4,this.next()];case 1:t=n.sent(),r=e(t.value),n.label=2;case 2:return t.done||!r?[3,4]:[4,this.next()];case 3:return t=n.sent(),r=e(t.value),[3,2];case 4:return[2]}})})},e.prototype.handleErrors=function(e){return new ErrorHandlingLazyIterator(this,e)},e.prototype.filter=function(e){return new FilterIterator(this,e)},e.prototype.map=function(e){return new MapIterator(this,e)},e.prototype.mapAsync=function(e){return new AsyncMapIterator(this,e)},e.prototype.serialMapAsync=function(e){return new AsyncMapIterator(this,e).serial()},e.prototype.flatmap=function(e){return new FlatmapIterator(this,e)},e.prototype.forEach=function(e){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(t){return[2,this.map(e).resolveFully()]})})},e.prototype.serialForEach=function(e){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(t){return[2,this.serialMapAsync(e).resolveWhile(function(e){return!0===e})]})})},e.prototype.rowMajorBatch=function(e,t){return void 0===t&&(t=!0),new RowMajorBatchIterator(this,e,t)},e.prototype.columnMajorBatch=function(e,t,r){return void 0===t&&(t=!0),void 0===r&&(r=zipToList),this.rowMajorBatch(e,t).map(function(e){return deepZip(e,r)})},e.prototype.concatenate=function(e,t){return new ChainedIterator(iteratorFromItems([this,e]),t)},e.prototype.take=function(e){return e<0||null==e?this:new TakeIterator(this,e)},e.prototype.skip=function(e){return e<0||null==e?this:new SkipIterator(this,e)},e.prototype.prefetch=function(e){return new PrefetchIterator(this,e)},e.prototype.shuffle=function(e,t){return new ShuffleIterator(this,e,t)},e.prototype.serial=function(){return new SerialIterator(this)},e}(),ArrayIterator=function(e){function t(t){var r=e.call(this)||this;return r.items=t,r.trav=0,r}return __extends$2(t,e),t.prototype.summary=function(){return"Array of "+this.items.length+" items"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e;return __generator$3(this,function(t){return this.trav>=this.items.length?[2,{value:null,done:!0}]:(e=this.items[this.trav],this.trav++,[2,{value:e,done:!1}])})})},t}(LazyIterator),FunctionCallIterator=function(e){function t(t){var r=e.call(this)||this;return r.nextFn=t,r}return __extends$2(t,e),t.prototype.summary=function(){return"Function call"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){try{return[2,this.nextFn()]}catch(e){throw e.message="Error thrown while iterating through a dataset: "+e.message,e}return[2]})})},t}(LazyIterator),SerialIterator=function(e){function t(t){var r=e.call(this)||this;return r.upstream=t,r.lastRead=Promise.resolve({value:null,done:!1}),r}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> Serial"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e=this;return __generator$3(this,function(t){return this.lastRead=this.lastRead.then(function(){return e.serialNext()}),[2,this.lastRead]})})},t.prototype.serialNext=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){return[2,this.upstream.next()]})})},t}(LazyIterator),SkipIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.maxCount=r,n.count=0,n.lastRead=Promise.resolve({value:null,done:!1}),n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> Skip"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e=this;return __generator$3(this,function(t){return this.lastRead=this.lastRead.then(function(){return e.serialNext()}),[2,this.lastRead]})})},t.prototype.serialNext=function(){return __awaiter$3(this,void 0,void 0,function(){var e;return __generator$3(this,function(t){switch(t.label){case 0:return this.count++<this.maxCount?[4,this.upstream.next()]:[3,2];case 1:return(e=t.sent()).done?[2,e]:(dispose(e.value),[3,0]);case 2:return[2,this.upstream.next()]}})})},t}(LazyIterator),TakeIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.maxCount=r,n.count=0,n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> Take"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){return this.count++>=this.maxCount?[2,{value:null,done:!0}]:[2,this.upstream.next()]})})},t}(LazyIterator),RowMajorBatchIterator=function(e){function t(t,r,n){void 0===n&&(n=!0);var a=e.call(this)||this;return a.upstream=t,a.batchSize=r,a.enableSmallLastBatch=n,a.lastRead=Promise.resolve({value:null,done:!1}),a}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> RowMajorBatch"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e=this;return __generator$3(this,function(t){return this.lastRead=this.lastRead.then(function(){return e.serialNext()}),[2,this.lastRead]})})},t.prototype.serialNext=function(){return __awaiter$3(this,void 0,void 0,function(){var e,t;return __generator$3(this,function(r){switch(r.label){case 0:e=[],r.label=1;case 1:return e.length<this.batchSize?[4,this.upstream.next()]:[3,3];case 2:return(t=r.sent()).done?this.enableSmallLastBatch&&e.length>0?[2,{value:e,done:!1}]:[2,{value:null,done:!0}]:(e.push(t.value),[3,1]);case 3:return[2,{value:e,done:!1}]}})})},t}(LazyIterator),FilterIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.predicate=r,n.lastRead=Promise.resolve({value:null,done:!1}),n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> Filter"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e=this;return __generator$3(this,function(t){return this.lastRead=this.lastRead.then(function(){return e.serialNext()}),[2,this.lastRead]})})},t.prototype.serialNext=function(){return __awaiter$3(this,void 0,void 0,function(){var e;return __generator$3(this,function(t){switch(t.label){case 0:return[4,this.upstream.next()];case 1:return(e=t.sent()).done||this.predicate(e.value)?[2,e]:(dispose(e.value),[3,0]);case 2:return[2]}})})},t}(LazyIterator),MapIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.transform=r,n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> Map"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e,t,r,n,a,o,i;return __generator$3(this,function(s){switch(s.label){case 0:return[4,this.upstream.next()];case 1:if((e=s.sent()).done)return[2,{value:null,done:!0}];for(t=tensor_util_6(e.value),r=this.transform(e.value),n=tensor_util_6(r),a=0,o=t;a<o.length;a++)i=o[a],tensor_util_3(i,n)||i.dispose();return[2,{value:r,done:!1}]}})})},t}(LazyIterator),ErrorHandlingLazyIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.handler=r,n.count=0,n.lastRead=Promise.resolve({value:null,done:!1}),n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> handleErrors"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e=this;return __generator$3(this,function(t){return this.lastRead=this.lastRead.then(function(){return e.serialNext()}),[2,this.lastRead]})})},t.prototype.serialNext=function(){return __awaiter$3(this,void 0,void 0,function(){var e;return __generator$3(this,function(t){switch(t.label){case 0:t.label=1;case 1:return t.trys.push([1,3,,4]),[4,this.upstream.next()];case 2:return[2,t.sent()];case 3:return e=t.sent(),this.handler(e)?[3,4]:[2,{value:null,done:!0}];case 4:return[3,0];case 5:return[2]}})})},t}(LazyIterator),AsyncMapIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.transform=r,n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> AsyncMap"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e,t,r,n,a,o,i;return __generator$3(this,function(s){switch(s.label){case 0:return[4,this.upstream.next()];case 1:return(e=s.sent()).done?[2,{value:null,done:!0}]:(t=tensor_util_6(e.value),[4,this.transform(e.value)]);case 2:for(r=s.sent(),n=tensor_util_6(r),a=0,o=t;a<o.length;a++)i=o[a],tensor_util_3(i,n)||i.dispose();return[2,{value:r,done:!1}]}})})},t}(LazyIterator),OneToManyIterator=function(e){function t(){var t=e.call(this)||this;return t.outputQueue=new GrowingRingBuffer,t.lastRead=Promise.resolve({value:null,done:!1}),t}return __extends$2(t,e),t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e=this;return __generator$3(this,function(t){return this.lastRead=this.lastRead.then(function(){return e.serialNext()}),[2,this.lastRead]})})},t.prototype.serialNext=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){switch(e.label){case 0:return 0!==this.outputQueue.length()?[3,2]:[4,this.pump()];case 1:return e.sent()?[3,0]:[2,{value:null,done:!0}];case 2:return[2,{value:this.outputQueue.shift(),done:!1}]}})})},t}(LazyIterator),FlatmapIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.transform=r,n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> Flatmap"},t.prototype.pump=function(){return __awaiter$3(this,void 0,void 0,function(){var e,t,r,n,a,o,i;return __generator$3(this,function(s){switch(s.label){case 0:return[4,this.upstream.next()];case 1:if((e=s.sent()).done)return[2,!1];for(t=tensor_util_6(e.value),r=this.transform(e.value),n=tensor_util_6(r),this.outputQueue.pushAll(r),a=0,o=t;a<o.length;a++)i=o[a],tensor_util_3(i,n)||i.dispose();return[2,!0]}})})},t}(OneToManyIterator),ChainedIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.baseErrorHandler=r,n.lastRead=null,n.iterator=null,n.moreIterators=t,n}return __extends$2(t,e),t.prototype.summary=function(){return"TODO: fill in upstream of chained summaries -> Chained"},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){return this.lastRead=this.readFromChain(this.lastRead),[2,this.lastRead]})})},t.prototype.readFromChain=function(e){return __awaiter$3(this,void 0,void 0,function(){var t,r;return __generator$3(this,function(n){switch(n.label){case 0:return[4,e];case 1:return n.sent(),null!=this.iterator?[3,3]:[4,this.moreIterators.next()];case 2:if((t=n.sent()).done)return[2,{value:null,done:!0}];this.iterator=t.value,null!=this.baseErrorHandler&&(this.iterator=this.iterator.handleErrors(this.baseErrorHandler)),n.label=3;case 3:return[4,this.iterator.next()];case 4:return(r=n.sent()).done?(this.iterator=null,[2,this.readFromChain(e)]):[2,r]}})})},t}(LazyIterator),t;t=ZipMismatchMode||(ZipMismatchMode={}),t[t.FAIL=0]="FAIL",t[t.SHORTEST=1]="SHORTEST",t[t.LONGEST=2]="LONGEST";var ZipIterator=function(e){function t(t,r){void 0===r&&(r=ZipMismatchMode.FAIL);var n=e.call(this)||this;return n.iterators=t,n.mismatchMode=r,n.count=0,n.currentPromise=null,n}return __extends$2(t,e),t.prototype.summary=function(){return"{TODO: fill in upstream of zip summaries} -> Zip"},t.prototype.nextState=function(e){return __awaiter$3(this,void 0,void 0,function(){function t(e){return e instanceof LazyIterator?{value:e.next().then(function(e){return r++,e.done&&n++,e.value}),recurse:!1}:{value:null,recurse:!0}}var r,n,a;return __generator$3(this,function(o){switch(o.label){case 0:return[4,e];case 1:return o.sent(),r=0,n=0,[4,deepMapAndAwaitAll(this.iterators,t)];case 2:if(a=o.sent(),r===n)return[2,{value:null,done:!0}];if(n>0)switch(this.mismatchMode){case ZipMismatchMode.FAIL:throw new Error("Zipped streams should have the same length. Mismatched at element "+this.count+".");case ZipMismatchMode.SHORTEST:return[2,{value:null,done:!0}];case ZipMismatchMode.LONGEST:}return this.count++,[2,{value:a,done:!1}]}})})},t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){switch(e.label){case 0:return this.currentPromise=this.nextState(this.currentPromise),[4,this.currentPromise];case 1:return[2,e.sent()]}})})},t}(LazyIterator),PrefetchIterator=function(e){function t(t,r){var n=e.call(this)||this;return n.upstream=t,n.bufferSize=r,n.buffer=new RingBuffer(r),n}return __extends$2(t,e),t.prototype.summary=function(){return this.upstream.summary()+" -> Prefetch"},t.prototype.refill=function(){for(;!this.buffer.isFull();){var e=this.upstream.next();this.buffer.push(e)}},t.prototype.next=function(){return this.refill(),this.buffer.shift()},t}(LazyIterator),ShuffleIterator=function(e){function t(t,r,n){var a=e.call(this,t,r)||this;return a.upstream=t,a.windowSize=r,a.upstreamExhausted=!1,a.random=seedrandom_1$1(n||util.now().toString()),a.lastRead=Promise.resolve({value:null,done:!1}),a}return __extends$2(t,e),t.prototype.next=function(){return __awaiter$3(this,void 0,void 0,function(){var e=this;return __generator$3(this,function(t){return this.lastRead=this.lastRead.then(function(){return e.serialNext()}),[2,this.lastRead]})})},t.prototype.randomInt=function(e){return Math.floor(this.random()*e)},t.prototype.chooseIndex=function(){return this.randomInt(this.buffer.length())},t.prototype.serialNext=function(){return __awaiter$3(this,void 0,void 0,function(){var e,t;return __generator$3(this,function(r){switch(r.label){case 0:this.upstreamExhausted||this.refill(),r.label=1;case 1:return this.buffer.isEmpty()?[3,3]:(e=this.chooseIndex(),[4,this.buffer.shuffleExcise(e)]);case 2:return(t=r.sent()).done?(this.upstreamExhausted=!0,[3,1]):(this.refill(),[2,t]);case 3:return[2,{value:null,done:!0}]}})})},t}(PrefetchIterator),Dataset=function(){function e(){}return e.prototype.filter=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,r.iterator()];case 1:return[2,t.sent().filter(function(t){return tidy(function(){return e(t)})})]}})})})},e.prototype.map=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,r.iterator()];case 1:return[2,t.sent().map(function(t){return tidy(function(){return e(t)})})]}})})})},e.prototype.mapAsync=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,r.iterator()];case 1:return[2,t.sent().mapAsync(e)]}})})})},e.prototype.batch=function(e,t){var r=this;void 0===t&&(t=!0);var n=this;return datasetFromIteratorFn(function(){return __awaiter$3(r,void 0,void 0,function(){return __generator$3(this,function(r){switch(r.label){case 0:return[4,n.iterator()];case 1:return[2,r.sent().columnMajorBatch(e,t,deepBatchConcat)]}})})})},e.prototype.concatenate=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){var t,n;return __generator$3(this,function(a){switch(a.label){case 0:return[4,r.iterator()];case 1:return n=(t=a.sent()).concatenate,[4,e.iterator()];case 2:return[2,n.apply(t,[a.sent()])]}})})})},e.prototype.repeat=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){var t=this;return __generator$3(this,function(n){return[2,iteratorFromConcatenated(iteratorFromFunction(function(){return __awaiter$3(t,void 0,void 0,function(){var e;return __generator$3(this,function(t){switch(t.label){case 0:return e={},[4,r.iterator()];case 1:return[2,(e.value=t.sent(),e.done=!1,e)]}})})}).take(e))]})})})},e.prototype.take=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,r.iterator()];case 1:return[2,t.sent().take(e)]}})})})},e.prototype.skip=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,r.iterator()];case 1:return[2,t.sent().skip(e)]}})})})},e.prototype.shuffle=function(e,t,r){var n=this;void 0===r&&(r=!0);var a=this,o=seedrandom_1$1(t||util.now().toString());return datasetFromIteratorFn(function(){return __awaiter$3(n,void 0,void 0,function(){var t;return __generator$3(this,function(n){switch(n.label){case 0:return t=o.int32(),r&&(t+=o.int32()),[4,a.iterator()];case 1:return[2,n.sent().shuffle(e,t.toString())]}})})})},e.prototype.prefetch=function(e){var t=this,r=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,r.iterator()];case 1:return[2,t.sent().prefetch(e)]}})})})},e.prototype.collectAll=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){switch(e.label){case 0:return[4,this.iterator()];case 1:return[2,e.sent().collect()]}})})},e.prototype.forEach=function(e){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,this.iterator()];case 1:return[2,t.sent().forEach(e)]}})})},e}();function datasetFromIteratorFn(e){return new(function(t){function r(){return null!==t&&t.apply(this,arguments)||this}return __extends$2(r,t),r.prototype.iterator=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(t){return[2,e()]})})},r}(Dataset))}function array(e){var t=this;return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){return[2,iteratorFromItems(e)]})})})}function zip(e){var t=this;if(!isIterable$1(e))throw new Error("The argument to zip() must be an object or array.");return datasetFromIteratorFn(function(){return __awaiter$3(t,void 0,void 0,function(){return __generator$3(this,function(t){switch(t.label){case 0:return[4,deepMapAndAwaitAll(e,function(e){if(e instanceof Dataset)return{value:e.iterator(),recurse:!1};if(isIterable$1(e))return{value:null,recurse:!0};throw new Error("Leaves of the structure passed to zip() must be Datasets, not primitives.")})];case 1:return[2,iteratorFromZipped(t.sent(),ZipMismatchMode.SHORTEST)]}})})})}function deepBatchConcat(e){if(null===e)return null;var t=e[0];return"string"==typeof t?{value:e,recurse:!1}:isIterable$1(t)?isNumericArray(t)?{value:batchConcat(e),recurse:!1}:{value:null,recurse:!0}:{value:batchConcat(e),recurse:!1}}function batchConcat(e){for(var t=shapeAndValues(e[0])[0],r=[e.length].concat(t),n=new Float32Array(r.reduce(function(e,t){return e*t})),a=0,o=0,i=e;o<i.length;o++){var s=shapeAndValues(i[o]),u=s[0],l=s[1];if(!util.arraysEqual(u,t))throw new Error("Elements must have the same shape to be batched");n.set(l,a),a+=l.length}return Tensor.make(r,{values:n})}function shapeAndValues(e){return e instanceof Tensor?[e.shape,e.dataSync()]:Array.isArray(e)?[[e.length],e]:[[],[e]]}var TextLineDataset=function(e){function t(t){var r=e.call(this)||this;return r.input=t,r}return __extends$2(t,e),t.prototype.iterator=function(){return __awaiter$3(this,void 0,void 0,function(){var e;return __generator$3(this,function(t){switch(t.label){case 0:return[4,this.input.iterator()];case 1:return e=t.sent(),[2,e.decodeUTF8().split("\n")]}})})},t}(Dataset),CODE_QUOTE='"',STATE_OUT=Symbol("out"),STATE_FIELD=Symbol("field"),STATE_QUOTE=Symbol("quote"),STATE_QUOTE_AFTER_QUOTE=Symbol("quoteafterquote"),STATE_WITHIN_QUOTE_IN_QUOTE=Symbol("quoteinquote"),CSVDataset=function(e){function t(t,r){var n=e.call(this)||this;return n.input=t,n.hasHeader=!0,n.fullColumnNames=null,n.columnNamesValidated=!1,n.columnConfigs=null,n.configuredColumnsOnly=!1,n.delimiter=",",n.base=new TextLineDataset(t),r||(r={}),n.hasHeader=!1!==r.hasHeader,n.fullColumnNames=r.columnNames,n.columnConfigs=r.columnConfigs,n.configuredColumnsOnly=r.configuredColumnsOnly,n.delimiter=r.delimiter?r.delimiter:",",n}return __extends$2(t,e),t.prototype.columnNames=function(){return __awaiter$3(this,void 0,void 0,function(){return __generator$3(this,function(e){switch(e.label){case 0:return this.columnNamesValidated?[3,2]:[4,this.setColumnNames()];case 1:e.sent(),e.label=2;case 2:return[2,this.configuredColumnsOnly?Object.keys(this.columnConfigs):this.fullColumnNames]}})})},t.prototype.setColumnNames=function(){return __awaiter$3(this,void 0,void 0,function(){var e,t,r,n,a,o;return __generator$3(this,function(i){switch(i.label){case 0:return[4,this.maybeReadHeaderLine()];case 1:if(e=i.sent(),!this.fullColumnNames&&!e)throw new Error("Column names must be provided if there is no header line.");if(this.fullColumnNames&&e&&util.assert(e.length===this.fullColumnNames.length,"The length of provided columnNames ("+this.fullColumnNames.length.toString()+") does not match the length of the header line read from file ("+e.length.toString()+")."),this.fullColumnNames||(this.fullColumnNames=e),t=this.fullColumnNames.reduce(function(e,t){return e[t]=e[t]+1||1,e},{}),r=Object.keys(t).filter(function(e){return t[e]>1}),util.assert(0===r.length,"Duplicate column names found: "+r.toString()),this.columnConfigs)for(n=0,a=Object.keys(this.columnConfigs);n<a.length;n++)if(o=a[n],-1===this.fullColumnNames.indexOf(o))throw new Error('The key "'+o+'" provided in columnConfigs does not match any of the column names ('+this.fullColumnNames.toString()+").");return this.columnNamesValidated=!0,[2]}})})},t.prototype.maybeReadHeaderLine=function(){return __awaiter$3(this,void 0,void 0,function(){var e;return __generator$3(this,function(t){switch(t.label){case 0:return this.hasHeader?[4,this.base.iterator()]:[3,3];case 1:return[4,t.sent().next()];case 2:if((e=t.sent()).done)throw new Error("No data was found for CSV parsing.");return[2,e.value.split(this.delimiter)];case 3:return[2,null]}})})},t.prototype.iterator=function(){return __awaiter$3(this,void 0,void 0,function(){var e,t=this;return __generator$3(this,function(r){switch(r.label){case 0:return this.columnNamesValidated?[3,2]:[4,this.setColumnNames()];case 1:r.sent(),r.label=2;case 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R.Buf16(2*nt+1),r(this.depth),this.l_buf=0,this.lit_bufsize=0,this.last_lit=0,this.d_buf=0,this.opt_len=0,this.static_len=0,this.matches=0,this.insert=0,this.bi_buf=0,this.bi_valid=0}function k(t){var e;return t&&t.state?(t.total_in=t.total_out=0,t.data_type=Q,e=t.state,e.pending=0,e.pending_out=0,e.wrap<0&&(e.wrap=-e.wrap),e.status=e.wrap?ut:wt,t.adler=2===e.wrap?0:1,e.last_flush=I,C._tr_init(e),H):i(t,K)}function y(t){var e=k(t);return e===H&&p(t.state),e}function x(t,e){return t&&t.state?2!==t.state.wrap?K:(t.state.gzhead=e,H):K}function z(t,e,a,n,r,s){if(!t)return K;var o=1;if(e===Y&&(e=6),n<0?(o=0,n=-n):n>15&&(o=2,n-=16),r<1||r>$||a!==V||n<8||n>15||e<0||e>9||s<0||s>W)return i(t,K);8===n&&(n=9);var l=new v;return t.state=l,l.strm=t,l.wrap=o,l.gzhead=null,l.w_bits=n,l.w_size=1<<l.w_bits,l.w_mask=l.w_size-1,l.hash_bits=r+7,l.hash_size=1<<l.hash_bits,l.hash_mask=l.hash_size-1,l.hash_shift=~~((l.hash_bits+ht-1)/ht),l.window=new R.Buf8(2*l.w_size),l.head=new R.Buf16(l.hash_size),l.prev=new R.Buf16(l.w_size),l.lit_bufsize=1<<r+6,l.pending_buf_size=4*l.lit_bufsize,l.pending_buf=new R.Buf8(l.pending_buf_size),l.d_buf=1*l.lit_bufsize,l.l_buf=3*l.lit_bufsize,l.level=e,l.strategy=s,l.method=a,y(t)}function B(t,e){return z(t,e,V,tt,et,J)}function S(t,e){var a,o,d,f;if(!t||!t.state||e>L||e<0)return t?i(t,K):K;if(o=t.state,!t.output||!t.input&&0!==t.avail_in||o.status===pt&&e!==F)return i(t,0===t.avail_out?P:K);if(o.strm=t,a=o.last_flush,o.last_flush=e,o.status===ut)if(2===o.wrap)t.adler=0,l(o,31),l(o,139),l(o,8),o.gzhead?(l(o,(o.gzhead.text?1:0)+(o.gzhead.hcrc?2:0)+(o.gzhead.extra?4:0)+(o.gzhead.name?8:0)+(o.gzhead.comment?16:0)),l(o,255&o.gzhead.time),l(o,o.gzhead.time>>8&255),l(o,o.gzhead.time>>16&255),l(o,o.gzhead.time>>24&255),l(o,9===o.level?2:o.strategy>=G||o.level<2?4:0),l(o,255&o.gzhead.os),o.gzhead.extra&&o.gzhead.extra.length&&(l(o,255&o.gzhead.extra.length),l(o,o.gzhead.extra.length>>8&255)),o.gzhead.hcrc&&(t.adler=O(t.adler,o.pending_buf,o.pending,0)),o.gzindex=0,o.status=ct):(l(o,0),l(o,0),l(o,0),l(o,0),l(o,0),l(o,9===o.level?2:o.strategy>=G||o.level<2?4:0),l(o,zt),o.status=wt);else{var _=V+(o.w_bits-8<<4)<<8,u=-1;u=o.strategy>=G||o.level<2?0:o.level<6?1:6===o.level?2:3,_|=u<<6,0!==o.strstart&&(_|=_t),_+=31-_%31,o.status=wt,h(o,_),0!==o.strstart&&(h(o,t.adler>>>16),h(o,65535&t.adler)),t.adler=1}if(o.status===ct)if(o.gzhead.extra){for(d=o.pending;o.gzindex<(65535&o.gzhead.extra.length)&&(o.pending!==o.pending_buf_size||(o.gzhead.hcrc&&o.pending>d&&(t.adler=O(t.adler,o.pending_buf,o.pending-d,d)),s(t),d=o.pending,o.pending!==o.pending_buf_size));)l(o,255&o.gzhead.extra[o.gzindex]),o.gzindex++;o.gzhead.hcrc&&o.pending>d&&(t.adler=O(t.adler,o.pending_buf,o.pending-d,d)),o.gzindex===o.gzhead.extra.length&&(o.gzindex=0,o.status=bt)}else o.status=bt;if(o.status===bt)if(o.gzhead.name){d=o.pending;do{if(o.pending===o.pending_buf_size&&(o.gzhead.hcrc&&o.pending>d&&(t.adler=O(t.adler,o.pending_buf,o.pending-d,d)),s(t),d=o.pending,o.pending===o.pending_buf_size)){f=1;break}f=o.gzindex<o.gzhead.name.length?255&o.gzhead.name.charCodeAt(o.gzindex++):0,l(o,f)}while(0!==f);o.gzhead.hcrc&&o.pending>d&&(t.adler=O(t.adler,o.pending_buf,o.pending-d,d)),0===f&&(o.gzindex=0,o.status=gt)}else o.status=gt;if(o.status===gt)if(o.gzhead.comment){d=o.pending;do{if(o.pending===o.pending_buf_size&&(o.gzhead.hcrc&&o.pending>d&&(t.adler=O(t.adler,o.pending_buf,o.pending-d,d)),s(t),d=o.pending,o.pending===o.pending_buf_size)){f=1;break}f=o.gzindex<o.gzhead.comment.length?255&o.gzhead.comment.charCodeAt(o.gzindex++):0,l(o,f)}while(0!==f);o.gzhead.hcrc&&o.pending>d&&(t.adler=O(t.adler,o.pending_buf,o.pending-d,d)),0===f&&(o.status=mt)}else o.status=mt;if(o.status===mt&&(o.gzhead.hcrc?(o.pending+2>o.pending_buf_size&&s(t),o.pending+2<=o.pending_buf_size&&(l(o,255&t.adler),l(o,t.adler>>8&255),t.adler=0,o.status=wt)):o.status=wt),0!==o.pending){if(s(t),0===t.avail_out)return o.last_flush=-1,H}else if(0===t.avail_in&&n(e)<=n(a)&&e!==F)return i(t,P);if(o.status===pt&&0!==t.avail_in)return i(t,P);if(0!==t.avail_in||0!==o.lookahead||e!==I&&o.status!==pt){var c=o.strategy===G?m(o,e):o.strategy===X?g(o,e):Z[o.level].func(o,e);if(c!==yt&&c!==xt||(o.status=pt),c===vt||c===yt)return 0===t.avail_out&&(o.last_flush=-1),H;if(c===kt&&(e===U?C._tr_align(o):e!==L&&(C._tr_stored_block(o,0,0,!1),e===T&&(r(o.head),0===o.lookahead&&(o.strstart=0,o.block_start=0,o.insert=0))),s(t),0===t.avail_out))return o.last_flush=-1,H}return e!==F?H:o.wrap<=0?j:(2===o.wrap?(l(o,255&t.adler),l(o,t.adler>>8&255),l(o,t.adler>>16&255),l(o,t.adler>>24&255),l(o,255&t.total_in),l(o,t.total_in>>8&255),l(o,t.total_in>>16&255),l(o,t.total_in>>24&255)):(h(o,t.adler>>>16),h(o,65535&t.adler)),s(t),o.wrap>0&&(o.wrap=-o.wrap),0!==o.pending?H:j)}function E(t){var e;return t&&t.state?(e=t.state.status,e!==ut&&e!==ct&&e!==bt&&e!==gt&&e!==mt&&e!==wt&&e!==pt?i(t,K):(t.state=null,e===wt?i(t,M):H)):K}function A(t,e){var a,i,n,s,o,l,h,d,f=e.length;if(!t||!t.state)return K;if(a=t.state,s=a.wrap,2===s||1===s&&a.status!==ut||a.lookahead)return K;for(1===s&&(t.adler=N(t.adler,e,f,0)),a.wrap=0,f>=a.w_size&&(0===s&&(r(a.head),a.strstart=0,a.block_start=0,a.insert=0),d=new R.Buf8(a.w_size),R.arraySet(d,e,f-a.w_size,a.w_size,0),e=d,f=a.w_size),o=t.avail_in,l=t.next_in,h=t.input,t.avail_in=f,t.next_in=0,t.input=e,_(a);a.lookahead>=ht;){i=a.strstart,n=a.lookahead-(ht-1);do a.ins_h=(a.ins_h<<a.hash_shift^a.window[i+ht-1])&a.hash_mask,a.prev[i&a.w_mask]=a.head[a.ins_h],a.head[a.ins_h]=i,i++;while(--n);a.strstart=i,a.lookahead=ht-1,_(a)}return a.strstart+=a.lookahead,a.block_start=a.strstart,a.insert=a.lookahead,a.lookahead=0,a.match_length=a.prev_length=ht-1,a.match_available=0,t.next_in=l,t.input=h,t.avail_in=o,a.wrap=s,H}var Z,R=t("../utils/common"),C=t("./trees"),N=t("./adler32"),O=t("./crc32"),D=t("./messages"),I=0,U=1,T=3,F=4,L=5,H=0,j=1,K=-2,M=-3,P=-5,Y=-1,q=1,G=2,X=3,W=4,J=0,Q=2,V=8,$=9,tt=15,et=8,at=29,it=256,nt=it+1+at,rt=30,st=19,ot=2*nt+1,lt=15,ht=3,dt=258,ft=dt+ht+1,_t=32,ut=42,ct=69,bt=73,gt=91,mt=103,wt=113,pt=666,vt=1,kt=2,yt=3,xt=4,zt=3;Z=[new w(0,0,0,0,u),new w(4,4,8,4,c),new w(4,5,16,8,c),new w(4,6,32,32,c),new w(4,4,16,16,b),new w(8,16,32,32,b),new w(8,16,128,128,b),new w(8,32,128,256,b),new w(32,128,258,1024,b),new w(32,258,258,4096,b)],a.deflateInit=B,a.deflateInit2=z,a.deflateReset=y,a.deflateResetKeep=k,a.deflateSetHeader=x,a.deflate=S,a.deflateEnd=E,a.deflateSetDictionary=A,a.deflateInfo="pako deflate (from Nodeca project)"},{"../utils/common":3,"./adler32":5,"./crc32":7,"./messages":13,"./trees":14}],9:[function(t,e,a){"use strict";function i(){this.text=0,this.time=0,this.xflags=0,this.os=0,this.extra=null,this.extra_len=0,this.name="",this.comment="",this.hcrc=0,this.done=!1}e.exports=i},{}],10:[function(t,e,a){"use strict";var i=30,n=12;e.exports=function(t,e){var a,r,s,o,l,h,d,f,_,u,c,b,g,m,w,p,v,k,y,x,z,B,S,E,A;a=t.state,r=t.next_in,E=t.input,s=r+(t.avail_in-5),o=t.next_out,A=t.output,l=o-(e-t.avail_out),h=o+(t.avail_out-257),d=a.dmax,f=a.wsize,_=a.whave,u=a.wnext,c=a.window,b=a.hold,g=a.bits,m=a.lencode,w=a.distcode,p=(1<<a.lenbits)-1,v=(1<<a.distbits)-1;t:do{g<15&&(b+=E[r++]<<g,g+=8,b+=E[r++]<<g,g+=8),k=m[b&p];e:for(;;){if(y=k>>>24,b>>>=y,g-=y,y=k>>>16&255,0===y)A[o++]=65535&k;else{if(!(16&y)){if(0===(64&y)){k=m[(65535&k)+(b&(1<<y)-1)];continue e}if(32&y){a.mode=n;break t}t.msg="invalid literal/length code",a.mode=i;break t}x=65535&k,y&=15,y&&(g<y&&(b+=E[r++]<<g,g+=8),x+=b&(1<<y)-1,b>>>=y,g-=y),g<15&&(b+=E[r++]<<g,g+=8,b+=E[r++]<<g,g+=8),k=w[b&v];a:for(;;){if(y=k>>>24,b>>>=y,g-=y,y=k>>>16&255,!(16&y)){if(0===(64&y)){k=w[(65535&k)+(b&(1<<y)-1)];continue a}t.msg="invalid distance code",a.mode=i;break t}if(z=65535&k,y&=15,g<y&&(b+=E[r++]<<g,g+=8,g<y&&(b+=E[r++]<<g,g+=8)),z+=b&(1<<y)-1,z>d){t.msg="invalid distance too far back",a.mode=i;break t}if(b>>>=y,g-=y,y=o-l,z>y){if(y=z-y,y>_&&a.sane){t.msg="invalid distance too far back",a.mode=i;break t}if(B=0,S=c,0===u){if(B+=f-y,y<x){x-=y;do A[o++]=c[B++];while(--y);B=o-z,S=A}}else if(u<y){if(B+=f+u-y,y-=u,y<x){x-=y;do A[o++]=c[B++];while(--y);if(B=0,u<x){y=u,x-=y;do A[o++]=c[B++];while(--y);B=o-z,S=A}}}else if(B+=u-y,y<x){x-=y;do A[o++]=c[B++];while(--y);B=o-z,S=A}for(;x>2;)A[o++]=S[B++],A[o++]=S[B++],A[o++]=S[B++],x-=3;x&&(A[o++]=S[B++],x>1&&(A[o++]=S[B++]))}else{B=o-z;do A[o++]=A[B++],A[o++]=A[B++],A[o++]=A[B++],x-=3;while(x>2);x&&(A[o++]=A[B++],x>1&&(A[o++]=A[B++]))}break}}break}}while(r<s&&o<h);x=g>>3,r-=x,g-=x<<3,b&=(1<<g)-1,t.next_in=r,t.next_out=o,t.avail_in=r<s?5+(s-r):5-(r-s),t.avail_out=o<h?257+(h-o):257-(o-h),a.hold=b,a.bits=g}},{}],11:[function(t,e,a){"use strict";function i(t){return(t>>>24&255)+(t>>>8&65280)+((65280&t)<<8)+((255&t)<<24)}function 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w.Buf8(r.wsize)),i>=r.wsize?(w.arraySet(r.window,e,a-r.wsize,r.wsize,0),r.wnext=0,r.whave=r.wsize):(n=r.wsize-r.wnext,n>i&&(n=i),w.arraySet(r.window,e,a-i,n,r.wnext),i-=n,i?(w.arraySet(r.window,e,a-i,i,0),r.wnext=i,r.whave=r.wsize):(r.wnext+=n,r.wnext===r.wsize&&(r.wnext=0),r.whave<r.wsize&&(r.whave+=n))),0}function _(t,e){var a,n,r,s,o,l,h,_,u,c,b,g,m,bt,gt,mt,wt,pt,vt,kt,yt,xt,zt,Bt,St=0,Et=new w.Buf8(4),At=[16,17,18,0,8,7,9,6,10,5,11,4,12,3,13,2,14,1,15];if(!t||!t.state||!t.output||!t.input&&0!==t.avail_in)return N;a=t.state,a.mode===X&&(a.mode=W),o=t.next_out,r=t.output,h=t.avail_out,s=t.next_in,n=t.input,l=t.avail_in,_=a.hold,u=a.bits,c=l,b=h,xt=Z;t:for(;;)switch(a.mode){case T:if(0===a.wrap){a.mode=W;break}for(;u<16;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(2&a.wrap&&35615===_){a.check=0,Et[0]=255&_,Et[1]=_>>>8&255,a.check=v(a.check,Et,2,0),_=0,u=0,a.mode=F;break}if(a.flags=0,a.head&&(a.head.done=!1),!(1&a.wrap)||(((255&_)<<8)+(_>>8))%31){t.msg="incorrect header check",a.mode=_t;break}if((15&_)!==U){t.msg="unknown compression method",a.mode=_t;break}if(_>>>=4,u-=4,yt=(15&_)+8,0===a.wbits)a.wbits=yt;else if(yt>a.wbits){t.msg="invalid window size",a.mode=_t;break}a.dmax=1<<yt,t.adler=a.check=1,a.mode=512&_?q:X,_=0,u=0;break;case F:for(;u<16;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(a.flags=_,(255&a.flags)!==U){t.msg="unknown compression method",a.mode=_t;break}if(57344&a.flags){t.msg="unknown header flags set",a.mode=_t;break}a.head&&(a.head.text=_>>8&1),512&a.flags&&(Et[0]=255&_,Et[1]=_>>>8&255,a.check=v(a.check,Et,2,0)),_=0,u=0,a.mode=L;case L:for(;u<32;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}a.head&&(a.head.time=_),512&a.flags&&(Et[0]=255&_,Et[1]=_>>>8&255,Et[2]=_>>>16&255,Et[3]=_>>>24&255,a.check=v(a.check,Et,4,0)),_=0,u=0,a.mode=H;case H:for(;u<16;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}a.head&&(a.head.xflags=255&_,a.head.os=_>>8),512&a.flags&&(Et[0]=255&_,Et[1]=_>>>8&255,a.check=v(a.check,Et,2,0)),_=0,u=0,a.mode=j;case j:if(1024&a.flags){for(;u<16;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}a.length=_,a.head&&(a.head.extra_len=_),512&a.flags&&(Et[0]=255&_,Et[1]=_>>>8&255,a.check=v(a.check,Et,2,0)),_=0,u=0}else a.head&&(a.head.extra=null);a.mode=K;case K:if(1024&a.flags&&(g=a.length,g>l&&(g=l),g&&(a.head&&(yt=a.head.extra_len-a.length,a.head.extra||(a.head.extra=new Array(a.head.extra_len)),w.arraySet(a.head.extra,n,s,g,yt)),512&a.flags&&(a.check=v(a.check,n,g,s)),l-=g,s+=g,a.length-=g),a.length))break t;a.length=0,a.mode=M;case M:if(2048&a.flags){if(0===l)break t;g=0;do yt=n[s+g++],a.head&&yt&&a.length<65536&&(a.head.name+=String.fromCharCode(yt));while(yt&&g<l);if(512&a.flags&&(a.check=v(a.check,n,g,s)),l-=g,s+=g,yt)break t}else a.head&&(a.head.name=null);a.length=0,a.mode=P;case P:if(4096&a.flags){if(0===l)break t;g=0;do yt=n[s+g++],a.head&&yt&&a.length<65536&&(a.head.comment+=String.fromCharCode(yt));while(yt&&g<l);if(512&a.flags&&(a.check=v(a.check,n,g,s)),l-=g,s+=g,yt)break t}else a.head&&(a.head.comment=null);a.mode=Y;case Y:if(512&a.flags){for(;u<16;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(_!==(65535&a.check)){t.msg="header crc mismatch",a.mode=_t;break}_=0,u=0}a.head&&(a.head.hcrc=a.flags>>9&1,a.head.done=!0),t.adler=a.check=0,a.mode=X;break;case q:for(;u<32;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}t.adler=a.check=i(_),_=0,u=0,a.mode=G;case G:if(0===a.havedict)return t.next_out=o,t.avail_out=h,t.next_in=s,t.avail_in=l,a.hold=_,a.bits=u,C;t.adler=a.check=1,a.mode=X;case X:if(e===E||e===A)break t;case W:if(a.last){_>>>=7&u,u-=7&u,a.mode=ht;break}for(;u<3;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}switch(a.last=1&_,_>>>=1,u-=1,3&_){case 0:a.mode=J;break;case 1:if(d(a),a.mode=at,e===A){_>>>=2,u-=2;break t}break;case 2:a.mode=$;break;case 3:t.msg="invalid block type",a.mode=_t}_>>>=2,u-=2;break;case J:for(_>>>=7&u,u-=7&u;u<32;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if((65535&_)!==(_>>>16^65535)){t.msg="invalid stored block lengths",a.mode=_t;break}if(a.length=65535&_,_=0,u=0,a.mode=Q,e===A)break t;case Q:a.mode=V;case V:if(g=a.length){if(g>l&&(g=l),g>h&&(g=h),0===g)break t;w.arraySet(r,n,s,g,o),l-=g,s+=g,h-=g,o+=g,a.length-=g;break}a.mode=X;break;case $:for(;u<14;){if(0===l)break t;
-      l--,_+=n[s++]<<u,u+=8}if(a.nlen=(31&_)+257,_>>>=5,u-=5,a.ndist=(31&_)+1,_>>>=5,u-=5,a.ncode=(15&_)+4,_>>>=4,u-=4,a.nlen>286||a.ndist>30){t.msg="too many length or distance symbols",a.mode=_t;break}a.have=0,a.mode=tt;case tt:for(;a.have<a.ncode;){for(;u<3;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}a.lens[At[a.have++]]=7&_,_>>>=3,u-=3}for(;a.have<19;)a.lens[At[a.have++]]=0;if(a.lencode=a.lendyn,a.lenbits=7,zt={bits:a.lenbits},xt=y(x,a.lens,0,19,a.lencode,0,a.work,zt),a.lenbits=zt.bits,xt){t.msg="invalid code lengths set",a.mode=_t;break}a.have=0,a.mode=et;case et:for(;a.have<a.nlen+a.ndist;){for(;St=a.lencode[_&(1<<a.lenbits)-1],gt=St>>>24,mt=St>>>16&255,wt=65535&St,!(gt<=u);){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(wt<16)_>>>=gt,u-=gt,a.lens[a.have++]=wt;else{if(16===wt){for(Bt=gt+2;u<Bt;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(_>>>=gt,u-=gt,0===a.have){t.msg="invalid bit length repeat",a.mode=_t;break}yt=a.lens[a.have-1],g=3+(3&_),_>>>=2,u-=2}else if(17===wt){for(Bt=gt+3;u<Bt;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}_>>>=gt,u-=gt,yt=0,g=3+(7&_),_>>>=3,u-=3}else{for(Bt=gt+7;u<Bt;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}_>>>=gt,u-=gt,yt=0,g=11+(127&_),_>>>=7,u-=7}if(a.have+g>a.nlen+a.ndist){t.msg="invalid bit length repeat",a.mode=_t;break}for(;g--;)a.lens[a.have++]=yt}}if(a.mode===_t)break;if(0===a.lens[256]){t.msg="invalid code -- missing end-of-block",a.mode=_t;break}if(a.lenbits=9,zt={bits:a.lenbits},xt=y(z,a.lens,0,a.nlen,a.lencode,0,a.work,zt),a.lenbits=zt.bits,xt){t.msg="invalid literal/lengths set",a.mode=_t;break}if(a.distbits=6,a.distcode=a.distdyn,zt={bits:a.distbits},xt=y(B,a.lens,a.nlen,a.ndist,a.distcode,0,a.work,zt),a.distbits=zt.bits,xt){t.msg="invalid distances set",a.mode=_t;break}if(a.mode=at,e===A)break t;case at:a.mode=it;case it:if(l>=6&&h>=258){t.next_out=o,t.avail_out=h,t.next_in=s,t.avail_in=l,a.hold=_,a.bits=u,k(t,b),o=t.next_out,r=t.output,h=t.avail_out,s=t.next_in,n=t.input,l=t.avail_in,_=a.hold,u=a.bits,a.mode===X&&(a.back=-1);break}for(a.back=0;St=a.lencode[_&(1<<a.lenbits)-1],gt=St>>>24,mt=St>>>16&255,wt=65535&St,!(gt<=u);){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(mt&&0===(240&mt)){for(pt=gt,vt=mt,kt=wt;St=a.lencode[kt+((_&(1<<pt+vt)-1)>>pt)],gt=St>>>24,mt=St>>>16&255,wt=65535&St,!(pt+gt<=u);){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}_>>>=pt,u-=pt,a.back+=pt}if(_>>>=gt,u-=gt,a.back+=gt,a.length=wt,0===mt){a.mode=lt;break}if(32&mt){a.back=-1,a.mode=X;break}if(64&mt){t.msg="invalid literal/length code",a.mode=_t;break}a.extra=15&mt,a.mode=nt;case nt:if(a.extra){for(Bt=a.extra;u<Bt;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}a.length+=_&(1<<a.extra)-1,_>>>=a.extra,u-=a.extra,a.back+=a.extra}a.was=a.length,a.mode=rt;case rt:for(;St=a.distcode[_&(1<<a.distbits)-1],gt=St>>>24,mt=St>>>16&255,wt=65535&St,!(gt<=u);){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(0===(240&mt)){for(pt=gt,vt=mt,kt=wt;St=a.distcode[kt+((_&(1<<pt+vt)-1)>>pt)],gt=St>>>24,mt=St>>>16&255,wt=65535&St,!(pt+gt<=u);){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}_>>>=pt,u-=pt,a.back+=pt}if(_>>>=gt,u-=gt,a.back+=gt,64&mt){t.msg="invalid distance code",a.mode=_t;break}a.offset=wt,a.extra=15&mt,a.mode=st;case st:if(a.extra){for(Bt=a.extra;u<Bt;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}a.offset+=_&(1<<a.extra)-1,_>>>=a.extra,u-=a.extra,a.back+=a.extra}if(a.offset>a.dmax){t.msg="invalid distance too far back",a.mode=_t;break}a.mode=ot;case ot:if(0===h)break t;if(g=b-h,a.offset>g){if(g=a.offset-g,g>a.whave&&a.sane){t.msg="invalid distance too far back",a.mode=_t;break}g>a.wnext?(g-=a.wnext,m=a.wsize-g):m=a.wnext-g,g>a.length&&(g=a.length),bt=a.window}else bt=r,m=o-a.offset,g=a.length;g>h&&(g=h),h-=g,a.length-=g;do r[o++]=bt[m++];while(--g);0===a.length&&(a.mode=it);break;case lt:if(0===h)break t;r[o++]=a.length,h--,a.mode=it;break;case ht:if(a.wrap){for(;u<32;){if(0===l)break t;l--,_|=n[s++]<<u,u+=8}if(b-=h,t.total_out+=b,a.total+=b,b&&(t.adler=a.check=a.flags?v(a.check,r,b,o-b):p(a.check,r,b,o-b)),b=h,(a.flags?_:i(_))!==a.check){t.msg="incorrect data check",a.mode=_t;break}_=0,u=0}a.mode=dt;case dt:if(a.wrap&&a.flags){for(;u<32;){if(0===l)break t;l--,_+=n[s++]<<u,u+=8}if(_!==(4294967295&a.total)){t.msg="incorrect length check",a.mode=_t;break}_=0,u=0}a.mode=ft;case ft:xt=R;break t;case _t:xt=O;break t;case ut:return D;case ct:default:return N}return t.next_out=o,t.avail_out=h,t.next_in=s,t.avail_in=l,a.hold=_,a.bits=u,(a.wsize||b!==t.avail_out&&a.mode<_t&&(a.mode<ht||e!==S))&&f(t,t.output,t.next_out,b-t.avail_out)?(a.mode=ut,D):(c-=t.avail_in,b-=t.avail_out,t.total_in+=c,t.total_out+=b,a.total+=b,a.wrap&&b&&(t.adler=a.check=a.flags?v(a.check,r,b,t.next_out-b):p(a.check,r,b,t.next_out-b)),t.data_type=a.bits+(a.last?64:0)+(a.mode===X?128:0)+(a.mode===at||a.mode===Q?256:0),(0===c&&0===b||e===S)&&xt===Z&&(xt=I),xt)}function u(t){if(!t||!t.state)return N;var e=t.state;return e.window&&(e.window=null),t.state=null,Z}function c(t,e){var a;return t&&t.state?(a=t.state,0===(2&a.wrap)?N:(a.head=e,e.done=!1,Z)):N}function b(t,e){var a,i,n,r=e.length;return t&&t.state?(a=t.state,0!==a.wrap&&a.mode!==G?N:a.mode===G&&(i=1,i=p(i,e,r,0),i!==a.check)?O:(n=f(t,e,r,r))?(a.mode=ut,D):(a.havedict=1,Z)):N}var g,m,w=t("../utils/common"),p=t("./adler32"),v=t("./crc32"),k=t("./inffast"),y=t("./inftrees"),x=0,z=1,B=2,S=4,E=5,A=6,Z=0,R=1,C=2,N=-2,O=-3,D=-4,I=-5,U=8,T=1,F=2,L=3,H=4,j=5,K=6,M=7,P=8,Y=9,q=10,G=11,X=12,W=13,J=14,Q=15,V=16,$=17,tt=18,et=19,at=20,it=21,nt=22,rt=23,st=24,ot=25,lt=26,ht=27,dt=28,ft=29,_t=30,ut=31,ct=32,bt=852,gt=592,mt=15,wt=mt,pt=!0;a.inflateReset=s,a.inflateReset2=o,a.inflateResetKeep=r,a.inflateInit=h,a.inflateInit2=l,a.inflate=_,a.inflateEnd=u,a.inflateGetHeader=c,a.inflateSetDictionary=b,a.inflateInfo="pako inflate (from Nodeca project)"},{"../utils/common":3,"./adler32":5,"./crc32":7,"./inffast":10,"./inftrees":12}],12:[function(t,e,a){"use strict";var i=t("../utils/common"),n=15,r=852,s=592,o=0,l=1,h=2,d=[3,4,5,6,7,8,9,10,11,13,15,17,19,23,27,31,35,43,51,59,67,83,99,115,131,163,195,227,258,0,0],f=[16,16,16,16,16,16,16,16,17,17,17,17,18,18,18,18,19,19,19,19,20,20,20,20,21,21,21,21,16,72,78],_=[1,2,3,4,5,7,9,13,17,25,33,49,65,97,129,193,257,385,513,769,1025,1537,2049,3073,4097,6145,8193,12289,16385,24577,0,0],u=[16,16,16,16,17,17,18,18,19,19,20,20,21,21,22,22,23,23,24,24,25,25,26,26,27,27,28,28,29,29,64,64];e.exports=function(t,e,a,c,b,g,m,w){var p,v,k,y,x,z,B,S,E,A=w.bits,Z=0,R=0,C=0,N=0,O=0,D=0,I=0,U=0,T=0,F=0,L=null,H=0,j=new i.Buf16(n+1),K=new i.Buf16(n+1),M=null,P=0;for(Z=0;Z<=n;Z++)j[Z]=0;for(R=0;R<c;R++)j[e[a+R]]++;for(O=A,N=n;N>=1&&0===j[N];N--);if(O>N&&(O=N),0===N)return b[g++]=20971520,b[g++]=20971520,w.bits=1,0;for(C=1;C<N&&0===j[C];C++);for(O<C&&(O=C),U=1,Z=1;Z<=n;Z++)if(U<<=1,U-=j[Z],U<0)return-1;if(U>0&&(t===o||1!==N))return-1;for(K[1]=0,Z=1;Z<n;Z++)K[Z+1]=K[Z]+j[Z];for(R=0;R<c;R++)0!==e[a+R]&&(m[K[e[a+R]]++]=R);if(t===o?(L=M=m,z=19):t===l?(L=d,H-=257,M=f,P-=257,z=256):(L=_,M=u,z=-1),F=0,R=0,Z=C,x=g,D=O,I=0,k=-1,T=1<<O,y=T-1,t===l&&T>r||t===h&&T>s)return 1;for(var Y=0;;){Y++,B=Z-I,m[R]<z?(S=0,E=m[R]):m[R]>z?(S=M[P+m[R]],E=L[H+m[R]]):(S=96,E=0),p=1<<Z-I,v=1<<D,C=v;do v-=p,b[x+(F>>I)+v]=B<<24|S<<16|E|0;while(0!==v);for(p=1<<Z-1;F&p;)p>>=1;if(0!==p?(F&=p-1,F+=p):F=0,R++,0===--j[Z]){if(Z===N)break;Z=e[a+m[R]]}if(Z>O&&(F&y)!==k){for(0===I&&(I=O),x+=C,D=Z-I,U=1<<D;D+I<N&&(U-=j[D+I],!(U<=0));)D++,U<<=1;if(T+=1<<D,t===l&&T>r||t===h&&T>s)return 1;k=F&y,b[k]=O<<24|D<<16|x-g|0}}return 0!==F&&(b[x+F]=Z-I<<24|64<<16|0),w.bits=O,0}},{"../utils/common":3}],13:[function(t,e,a){"use strict";e.exports={2:"need dictionary",1:"stream end",0:"","-1":"file 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i={},n=0;n<t.length;){var r=t[n++],e=t[n++];e!==tt&&(i[r]=e)}return i};var u=/\\/g,o=/"/g;s.isReserved=function(t){return/^(?:do|if|in|for|let|new|try|var|case|else|enum|eval|false|null|this|true|void|with|break|catch|class|const|super|throw|while|yield|delete|export|import|public|return|static|switch|typeof|default|extends|finally|package|private|continue|debugger|function|arguments|interface|protected|implements|instanceof)$/.test(t)},s.safeProp=function(t){return!/^[$\w_]+$/.test(t)||s.isReserved(t)?'["'+t.replace(u,"\\\\").replace(o,'\\"')+'"]':"."+t},s.ucFirst=function(t){return t.charAt(0).toUpperCase()+t.substring(1)};var f=/_([a-z])/g;s.camelCase=function(t){return t.substring(0,1)+t.substring(1).replace(f,function(t,i){return i.toUpperCase()})},s.compareFieldsById=function(t,i){return t.id-i.id},s.decorateType=function(t,i){if(t.$type)return i&&t.$type.name!==i&&(s.decorateRoot.remove(t.$type),t.$type.name=i,s.decorateRoot.add(t.$type)),t.$type;e||(e=r(35));var n=new e(i||t.name);return s.decorateRoot.add(n),n.ctor=t,Object.defineProperty(t,"$type",{value:n,enumerable:!1}),Object.defineProperty(t.prototype,"$type",{value:n,enumerable:!1}),n};var h=0;s.decorateEnum=function(t){if(t.$type)return t.$type;n||(n=r(15));var i=new n("Enum"+h++,t);return s.decorateRoot.add(i),Object.defineProperty(t,"$type",{value:i,enumerable:!1}),i},Object.defineProperty(s,"decorateRoot",{get:function(){return i.decorated||(i.decorated=new(r(29)))}})},{15:15,29:29,3:3,30:30,35:35,39:39,5:5,8:8}],38:[function(t,i){i.exports=e;var n=t(39);function e(t,i){this.lo=t>>>0,this.hi=i>>>0}var s=e.zero=new e(0,0);s.toNumber=function(){return 0},s.zzEncode=s.zzDecode=function(){return this},s.length=function(){return 1};var r=e.zeroHash="\0\0\0\0\0\0\0\0";e.fromNumber=function(t){if(0===t)return s;var i=t<0;i&&(t=-t);var n=t>>>0,r=(t-n)/4294967296>>>0;return i&&(r=~r>>>0,n=~n>>>0,4294967295<++n&&(n=0,4294967295<++r&&(r=0))),new e(n,r)},e.from=function(t){if("number"==typeof t)return e.fromNumber(t);if(n.isString(t)){if(!n.Long)return e.fromNumber(parseInt(t,10));t=n.Long.fromString(t)}return t.low||t.high?new e(t.low>>>0,t.high>>>0):s},e.prototype.toNumber=function(t){if(!t&&this.hi>>>31){var i=1+~this.lo>>>0,n=~this.hi>>>0;return i||(n=n+1>>>0),-(i+4294967296*n)}return this.lo+4294967296*this.hi},e.prototype.toLong=function(t){return n.Long?new n.Long(0|this.lo,0|this.hi,!!t):{low:0|this.lo,high:0|this.hi,unsigned:!!t}};var u=String.prototype.charCodeAt;e.fromHash=function(t){return t===r?s:new e((u.call(t,0)|u.call(t,1)<<8|u.call(t,2)<<16|u.call(t,3)<<24)>>>0,(u.call(t,4)|u.call(t,5)<<8|u.call(t,6)<<16|u.call(t,7)<<24)>>>0)},e.prototype.toHash=function(){return String.fromCharCode(255&this.lo,this.lo>>>8&255,this.lo>>>16&255,this.lo>>>24,255&this.hi,this.hi>>>8&255,this.hi>>>16&255,this.hi>>>24)},e.prototype.zzEncode=function(){var t=this.hi>>31;return 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-    fill: #ffffff;
-    opacity: 0.6;
-  }
-
-  #buttonFlip {
-    line-height: 18px;
-    height: 16px;
-    padding-top: 2.5px;
-    padding-bottom: 2px;
-    cursor: pointer;
-    border-radius: 2px;
-  }
-
-  #buttonFlip:hover {
-    background-color: rgba(255, 255, 255, 0.1);
-  }
-
-  #buttonStm {
-    width: 9px;
-    height: 9px;
-    padding: 5.75px 4px;
-    cursor: pointer;
-    border-radius: 2px;
-  }
-
-  #buttonStm div {
-    width: 9px;
-    height: 9px;
-    border-radius: 4.5px;
-  }
-
-  #buttonStm:hover {
-    background-color: rgba(255, 255, 255, 0.1);
-  }
-
-  #buttonStm.white div,
-  #buttonStm.white:hover div {
-    background-color: #ffffff;
-  }
-
-  #buttonStm.black div,
-  #buttonStm.black:hover div {
-    background-color: #000000;
-  }
-
-  #buttonStaticSortByValue,
-  #buttonStaticSortByChange,
-  #buttonMovesPv {
-    cursor: pointer;
-  }
-
-  #buttonStaticSortByValue:hover,
-  #buttonStaticSortByChange:hover,
-  #buttonMovesPv:hover {
-    color: white;
-  }
-
-  /* Status bar */
-
-  #tooltip {
-    background-color: #1d1e22;
-    color: #b1b4bd;
-    height: 17px;
-    overflow: hidden;
-    border-style: solid;
-    border-color: #000000;
-    border-width: 1px;
-    border-radius: 3px;
-    font-size: 11px;
-    line-height: 17px;
-    font-weight: 700;
-    display: inline-block;
-    padding: 0 4px 0 4px;
-    pointer-events: none;
-    position: fixed;
-    top: 0;
-    left: 0;
-    z-index: 7;
-    white-space: nowrap;
-  }
-
-  /* Move list */
-
-  #moves {
-    line-height: 17px;
-    font-size: 11px;
-    font-weight: 700;
-    overflow-y: auto;
-    overflow-x: hidden;
-    top: 48px;
-  }
-
-  #moves .positionStatus {
-    color: white;
-    display: inline-block;
-    padding: 4px 8px;
-    border: 1px solid black;
-    box-shadow: inset 0 0 8px black;
-  }
-
-  #moves .line {
-    width: 100%;
-    min-width: 281px;
-  }
-
-  .line:nth-child(odd) {
-    background-color: rgba(0, 0, 0, 0.2);
-  }
-
-  .line {
-    height: 18px;
-    cursor: pointer;
-    position: relative;
-    overflow-x: hidden;
-  }
-
-  .line .san {
-    display: inline-block;
-    width: 52px;
-    padding-left: 16px;
-    position: absolute;
-    left: 0;
-  }
-
-  .line .eval {
-    display: inline-block;
-    width: 115px;
-    text-align: center;
-    position: absolute;
-    left: 68px;
-  }
-
-  .line .eval .numleft {
-    display: inline-block;
-    min-width: 35px;
-    text-align: right;
-  }
-
-  .line .eval .numright {
-    display: inline-block;
-    min-width: 40px;
-    text-align: left;
-  }
-
-  .line .depth {
-    display: inline-block;
-    right: 0;
-    position: absolute;
-    width: 37px;
-    text-align: center;
-  }
-
-  .circle {
-    width: 5px;
-    height: 5px;
-    position: absolute;
-    top: 7px;
-    left: 7px;
-    background-color: transparent;
-    border-radius: 4px;
-  }
-
-  .line .pv {
-    display: inline-block;
-    left: 183px;
-    right: 37px;
-    position: absolute;
-    text-overflow: ellipsis;
-    white-space: nowrap;
-    overflow: hidden;
-  }
-
-  .circle.ok {
-    background-color: #008800;
-  }
-
-  .circle.mi {
-    background-color: #bb8800;
-  }
-
-  .circle.bl {
-    background-color: #bb0000;
-  }
-
-  .line:hover {
-    background-color: #333a42;
-  }
-
-  #movesHeader {
-    font-size: 11px;
-    font-weight: 900;
-    line-height: 24px;
-    top: 23px;
-    height: 24px;
-    position: absolute;
-    left: 0;
-    right: 0;
-    border-top: solid 1px black;
-    background-color: #000000;
-    white-space: nowrap;
-    overflow: hidden;
-    min-width: 281px;
-  }
-
-  #movesHeader .san {
-    display: inline-block;
-    width: 52px;
-    padding-left: 16px;
-  }
-
-  #movesHeader .eval {
-    display: inline-block;
-    text-align: center;
-    width: 115px;
-  }
-
-  #movesHeader .pv {
-    display: inline-block;
-    width: 58px;
-  }
-
-  #movesHeader .depth {
-    display: inline-block;
-    width: 37px;
-    text-align: center;
-    position: absolute;
-    right: 8px;
-  }
-
-  /* History */
-
-  #history.boxMid {
-    line-height: 17px;
-    font-size: 11px;
-    font-weight: 700;
-    user-select: text;
-    -moz-user-select: text;
-  }
-
-  #history>div {
-    padding: 8px;
-
-  }
-
-  #history .movelink {
-    border-bottom-style: dotted;
-    border-bottom-width: 2px;
-    border-bottom-color: transparent;
-    cursor: pointer;
-  }
-
-  #history .movelink.selected,
-  #history .movelink.selected:hover {
-    color: #e1e2e6;
-    background-color: #333a42;
-  }
-
-  #history .movelink:hover {
-    background-color: #333a42;
-  }
-
-  #history .movelink.selected:hover {
-    cursor: default;
-  }
-
-
-  /* Edit */
-
-  #editWrapperOuter {
-    display: block;
-    font-weight: 600;
-    color: #ffffff;
-    background-color: #697686;
-    border: 0px none;
-    bottom: 0;
-  }
-
-  #editWrapper {
-    background-color: transparent;
-    margin: 3px;
-    padding: 3px;
-    border: 2px solid transparent;
-    width: 282px;
-    height: 82px;
-
-  }
-
-  #editWrapper>.cb {
-    border-width: 1px;
-    border-style: solid;
-    border-color: rgba(0, 0, 0, 0.25);
-    width: 280px;
-    height: 80px;
-  }
-
-  #editWrapper>.cb>.l {
-    background-color: rgba(255, 255, 255, 0.6);
-    background: linear-gradient(to bottom right, rgba(255, 255, 255, 0.5), rgba(255, 255, 255, 0.7));
-  }
-
-  #editWrapper>.cb>.d {
-    background-color: rgba(255, 255, 255, 0.2);
-    background: linear-gradient(to bottom right, rgba(255, 255, 255, 0.15), rgba(255, 255, 255, 0.25));
-  }
-
-
-  /* Graph */
-
-  #graphWrapper {
-    display: block;
-    line-height: 22px;
-    font-size: 14px;
-    font-weight: 600;
-    color: #ffffff;
-    overflow: hidden;
-  }
-
-  #graph {
-    display: block;
-    background-color: #697686;
-  }
-
-  /* Opening */
-
-  #openingHeader {
-    font-size: 11px;
-    font-weight: 900;
-    line-height: 24px;
-    top: 23px;
-    height: 24px;
-    position: absolute;
-    left: 0;
-    right: 0;
-    border-top: solid 1px black;
-    background-color: #000000;
-    white-space: nowrap;
-    overflow: hidden;
-  }
-
-  #openingHeader .name {
-    display: inline-block;
-    width: 180px;
-    padding-left: 8px;
-  }
-
-  #openingHeader .score {
-    display: inline-block;
-    text-align: center;
-    width: 50px;
-  }
-
-  #openingHeader .popularity {
-    display: inline-block;
-    text-align: left;
-    width: 60px;
-  }
-
-  #openingHeader .moves {
-    display: inline-block;
-    padding-left: 16px;
-  }
-
-  #opening {
-    line-height: 17px;
-    font-size: 11px;
-    font-weight: 700;
-    overflow-y: auto;
-    top: 48px;
-  }
-
-  #opening .line {
-    overflow: hidden;
-    white-space: nowrap;
-    height: 18px;
-  }
-
-  .line .name {
-    display: block;
-    width: 180px;
-    padding-left: 8px;
-    position: absolute;
-    left: 0;
-    overflow: hidden;
-    text-overflow: ellipsis;
-    white-space: nowrap;
-    height: 17px;
-  }
-
-  .line .score {
-    display: inline-block;
-    width: 50px;
-    text-align: center;
-    position: absolute;
-    left: 188px;
-  }
-
-  .line .popularity {
-    display: inline-block;
-    left: 238px;
-    position: absolute;
-    width: 45px;
-    text-align: left;
-  }
-
-  .line .moves {
-    display: inline-block;
-    left: 314px;
-    position: absolute;
-  }
-
-  /* Static */
-
-  #static {
-    line-height: 17px;
-    font-size: 11px;
-    font-weight: 700;
-    overflow-y: auto;
-    top: 48px;
-  }
-
-  #staticHeader {
-    font-size: 11px;
-    font-weight: 900;
-    line-height: 24px;
-    top: 23px;
-    height: 24px;
-    position: absolute;
-    left: 0;
-    right: 0;
-    border-top: solid 1px black;
-    background-color: #000000;
-    white-space: nowrap;
-    overflow: hidden;
-  }
-
-  #staticHeader .group {
-    display: inline-block;
-    width: 80px;
-    padding-left: 16px;
-  }
-
-  #staticHeader .name {
-    display: inline-block;
-    width: 123px;
-  }
-
-  #staticHeader .eval {
-    display: inline-block;
-    text-align: center;
-    width: 75px;
-  }
-
-  #staticHeader .rel {
-    display: inline-block;
-    text-align: center;
-    width: 75px;
-  }
-
-  #static .line .group {
-    display: inline-block;
-    left: 0px;
-    padding-left: 16px;
-    position: absolute;
-    width: 80px;
-  }
-
-  #static .line .name {
-    width: 130px;
-    left: 96px;
-    padding-left: 0;
-  }
-
-  #static .line .eval {
-    left: 219px;
-    width: 75px;
-  }
-
-  #static .line .eval.rel {
-    left: 294px;
-    width: 75px;
-  }
-
-  /* Lczero */
-
-  #lczeroHeader {
-    font-size: 11px;
-    font-weight: 900;
-    line-height: 24px;
-    top: 23px;
-    height: 24px;
-    position: absolute;
-    left: 0;
-    right: 0;
-    border-top: solid 1px black;
-    background-color: #000000;
-    white-space: nowrap;
-    overflow: hidden;
-  }
-
-  #lczeroHeader .san {
-    display: inline-block;
-    width: 52px;
-    padding-left: 16px;
-  }
-
-  #lczeroHeader .policy {
-    display: inline-block;
-    text-align: center;
-    width: 80px;
-  }
-
-  #lczeroHeader .eval {
-    display: inline-block;
-    text-align: center;
-    width: 115px;
-  }
-
-  #lczero {
-    line-height: 17px;
-    font-size: 11px;
-    font-weight: 700;
-    overflow-y: auto;
-    overflow-x: hidden;
-    top: 48px;
-  }
-
-  #lczero .line {
-    overflow: hidden;
-    white-space: nowrap;
-    height: 18px;
-  }
-
-  #lczero .line .policy {
-    display: inline-block;
-    width: 80px;
-    text-align: center;
-    position: absolute;
-    left: 68px;
-  }
-
-  #lczero .line .eval {
-    display: inline-block;
-    left: 148px;
-    position: absolute;
-    width: 115px;
-    text-align: center;
-  }
-
-  #lczero .loadButton {
-    background-color: #1d1e22;
-    cursor: pointer;
-    margin: 12px 16px;
-    color: rgba(255, 255, 255, 0.5);
-    display: inline-block;
-    padding: 4px 8px;
-    border: 1px solid black;
-    box-shadow: inset 0 0 8px black;
-    white-space: nowrap;
-  }
-
-  #lczero .wait {
-    margin: 12px 16px;
-    color: rgba(255, 255, 255, 0.5);
-    display: inline-block;
-    padding: 4px 8px;
-    border: 1px solid transparent;
-    white-space: nowrap;
-  }
-
-  #lczero .loadButton:hover {
-    background-color: #333a42;
-  }
-
-
-  /* Arrow */
-
-  #arrowWrapper1,
-  #arrowWrapper2 {
-    position: absolute;
-    pointer-events: none;
-    display: none;
-    filter: drop-shadow(-1px -1px 1px white) drop-shadow(1px 1px 1px black);
-    opacity: 0.5;
-    z-index: 4;
-  }
-
-  #arrowWrapper1 svg,
-  #arrowWrapper2 svg {
-    opacity: 0.66;
-  }
-
-  #arrowWrapper3 {
-    position: absolute;
-    pointer-events: none;
-    display: none;
-    z-index: 4;
-  }
-
-  #arrowWrapper3 svg line {
-    stroke: #0000a0;
-  }
-
-  #arrowWrapper3 svg defs marker {
-    fill: #0000a0;
-  }
-
-  /* Menu */
-  #menu {
-    background-color: #1d1e22;
-    border: solid 1px black;
-    position: absolute;
-    box-shadow: 0 0 4px hsla(0, 0%, 0%, .2);
-    padding-top: 6px;
-    padding-bottom: 6px;
-    font-size: 12px;
-    color: rgba(255, 255, 255, 0.5);
-    z-index: 15;
-    top: 0;
-    left: 0;
-  }
-
-  .menuLine {
-    height: 1px;
-    margin-top: 6px;
-    margin-bottom: 6px;
-    background-color: black;
-  }
-
-  .menuItem {
-    height: 12px;
-    line-height: 12px;
-    padding-left: 36px;
-    padding-right: 14px;
-    padding-top: 6px;
-    padding-bottom: 6px;
-    cursor: pointer;
-    background-repeat: no-repeat;
-    background-position: 12px 4px;
-  }
-
-  .menuItem>span {}
-
-  .menuItem:hover {
-    background-color: #333a42;
-  }
-
-  .menuItem.disabled {
-    color: rgba(255, 255, 255, 0.25);
-    cursor: default;
-  }
-
-  .menuItem.disabled:hover {
-    background-color: transparent;
-  }
-
-  .menuItem span.key {
-    float: right;
-    text-align: right;
-    color: rgba(255, 255, 255, 0.25);
-    width: 47px;
-  }
-
-  .menuItem.menuEngine,
-  .menuItem.menuColor {
-    padding-bottom: 0px;
-    padding-top: 0px;
-    height: 24px;
-    padding-right: 9px;
-  }
-
-  .menuItem.menuEngine>span,
-  .menuItem.menuColor>span {
-    display: inline-block;
-    padding-top: 6px;
-    padding-bottom: 6px;
-    vertical-align: top;
-  }
-
-  .menuItem.menuEngine:hover,
-  .menuItem.menuColor:hover {
-    background-color: transparent;
-    cursor: default;
-  }
-
-  #buttonEngineMinus,
-  #buttonEnginePlus,
-  #buttonEngineValue,
-  #buttonColorPrev,
-  #buttonColorNext {
-    float: right;
-    cursor: pointer;
-    margin-left: 5px;
-  }
-
-  #buttonEngineMinus:hover,
-  #buttonEnginePlus:hover,
-  #buttonEngineValue:hover,
-  #buttonColorPrev:hover,
-  #buttonColorNext:hover {
-    background-color: #333a42;
-  }
-
-  #buttonEngineMinus,
-  #buttonEnginePlus,
-  #buttonColorPrev,
-  #buttonColorNext {
-    width: 24px;
-    height: 24px;
-    padding: 0px 1px;
-    background-repeat: no-repeat;
-    background-position: center;
-  }
-
-  #buttonEngineValue {
-    width: 24px;
-    height: 12px;
-    padding: 5px 0px;
-    background-color: transparent;
-    border: solid transparent 1px;
-
-    text-align: center;
-  }
-
-  #buttonEngineValue:hover {
-    background-color: #333a42;
-  }
-
-  #icolor {
-    display: inline-block;
-    width: 12px;
-    padding: 1px;
-    margin: 5px 5px 5px 10px;
-    height: 12px;
-    vertical-align: top;
-    float: right;
-    cursor: pointer;
-  }
-
-  #icolor:hover {
-    box-shadow: 0 0 4px rgba(255, 255, 255, 1);
-  }
-
-  #icolor>div {
-    width: 10px;
-    height: 10px;
-    border: solid 1px rgba(0, 0, 0, 0.25);
-    position: relative;
-  }
-
-  #icolor>div>div {
-    width: 5px;
-    height: 5px;
-    position: absolute;
-  }
-
-  #icolor>div>div.l {
-    background-color: rgba(255, 255, 255, 0.6);
-  }
-
-  #icolor>div>div.d {
-    background-color: rgba(255, 255, 255, 0.2);
-  }
-
-  #icolor {
-    background-color: #609fb1;
-  }
-
-  #cbTable.c1 {
-    color: white;
-  }
-
-  #cbTable.c1 td.cbCell {
-    background-color: #7086b8;
-  }
-
-  #boxBoard.c1 {
-    background-color: #384359;
-  }
-
-  #chessboard1.c1>.l {
-    background-color: #f0f0f0;
-    background: linear-gradient(to bottom right, rgba(225, 225, 217, 1), rgba(255, 255, 255, 1));
-  }
-
-  #chessboard1.c1>.d {
-    background-color: #7086b8;
-    background: linear-gradient(to bottom right, rgba(105, 127, 176, 1), rgba(119, 140, 197, 1));
-  }
-
-  #icolor.c1 {
-    background-color: #384359;
-  }
-
-  #icolor.c1>div>div.l {
-    background-color: #f0f0f0;
-  }
-
-  #icolor.c1>div>div.d {
-    background-color: #7086b8;
-  }
-
-  #cbTable.c2 {
-    color: #929292;
-  }
-
-  #cbTable.c2 td.cbCell {
-    background-color: #b58863;
-  }
-
-  #boxBoard.c2 {
-    background-color: #1a1a1a;
-  }
-
-  #chessboard1.c2>.l {
-    background-color: #f0d9b5;
-    background: #f0d9b5;
-  }
-
-  #chessboard1.c2>.d {
-    background-color: #b58863;
-    background: #b58863;
-  }
-
-  #icolor.c2 {
-    background-color: #1a1a1a;
-  }
-
-  #icolor.c2>div>div.l {
-    background-color: #f0d9b5;
-  }
-
-  #icolor.c2>div>div.d {
-    background-color: #b58863;
-  }
-
-  #cbTable.c3 {
-    color: #989795;
-  }
-
-  #cbTable.c3 td.cbCell {
-    background-color: #769656;
-  }
-
-  #boxBoard.c3 {
-    background-color: #312e2b;
-  }
-
-  #chessboard1.c3>.l {
-    background-color: #eeeed2;
-    background: #eeeed2;
-  }
-
-  #chessboard1.c3>.d {
-    background-color: #769656;
-    background: #769656;
-  }
-
-  #icolor.c3 {
-    background-color: #312e2b;
-  }
-
-  #icolor.c3>div>div.l {
-    background-color: #eeeed2;
-  }
-
-  #icolor.c3>div>div.d {
-    background-color: #769656;
-  }
-
-  #cbTable.c4 {
-    color: #ffffff;
-  }
-
-  #cbTable.c4 td.cbCell {
-    box-shadow: 0 0 20px black;
-    background-color: #6e3b0e;
-  }
-
-  #boxBoard.c4 {
-    background: url('data:image/jpeg;base64,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');
-  }
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-  }
-
-  .col {
-    margin-left: 5px;
-    margin-right: 5px;
-    float: left;
-  }
-
-  .col.left {
-    width: 510px;
-  }
-
-  .col.right {
-    width: 300px;
-  }
-
-  .box {
-    border: solid black 1px;
-    border-radius: 3px;
-    margin-bottom: 8px;
-    margin-top: 8px;
-    position: relative;
-    resize: both;
-    overflow: hidden;
-    background-color: #1D1E22;
-    z-index: 4;
-    min-width: 108px;
-    min-height: 64px;
-  }
-
-  .boxIn {}
-
-  .boxTop {
-    text-align: center;
-    font-size: 11px;
-    background-color: #3d444c;
-    padding: 4px 22px;
-    font-weight: 700;
-    white-space: nowrap;
-    overflow: hidden;
-    position: absolute;
-    top: 0;
-    left: 0;
-    right: 0;
-    height: 15px;
-    border-bottom: solid 1px black;
-    overflow: hidden;
-    text-overflow: ellipsis;
-
-  }
-
-  .boxMid {
-    background-color: #1d1e22;
-    border-bottom: solid 1px black;
-    position: absolute;
-    overflow-y: auto;
-    top: 24px;
-    bottom: 12px;
-    left: 0;
-    right: 0;
-  }
-
-  .footer {
-    position: absolute;
-    bottom: 0;
-    left: 4px;
-    height: 12px;
-    line-height: 10px;
-    font-size: 8px;
-    color: rgba(255, 255, 255, 0.25);
-    font-weight: 700;
-    white-space: nowrap;
-  }
-
-  .footer a {
-    cursor: pointer;
-    color: rgba(255, 255, 255, 0.42);
-    text-decoration: none;
-  }
-
-  .footer a:hover {
-    color: rgba(255, 255, 255, 0.6);
-  }
-
-  .boxGraph {
-    background-color: #697686;
-    position: absolute;
-    top: 28px;
-    bottom: 0;
-    left: 0;
-    right: 8px;
-  }
-
-  .box>.closeIcon {
-    position: absolute;
-    top: 3px;
-    right: 3px;
-    width: 16px;
-    height: 16px;
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='16' height='16' viewBox='0 0 24 24' fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' opacity='0.6' class='feather feather-x'%3E%3Cline x1='18' y1='6' x2='6' y2='18'%3E%3C/line%3E%3Cline x1='6' y1='6' x2='18' y2='18'%3E%3C/line%3E%3C/svg%3E");
-    cursor: pointer;
-    border-radius: 2px;
-  }
-
-  .box>.closeIcon:hover {
-    background-color: rgba(255, 255, 255, 0.1);
-  }
-
-  .box>.boxIcon {
-    position: absolute;
-    top: 5px;
-    left: 5px;
-    width: 13px;
-    height: 13px;
-    pointer-events: none;
-    opacity: 0.6;
-  }
-
-  .iconMoves {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='0 0 24 24' fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' class='feather feather-activity'%3E%3Cpolyline points='22 12 18 12 15 21 9 3 6 12 2 12'%3E%3C/polyline%3E%3C/svg%3E");
-  }
-
-  .iconGraph {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='0 0 24 24' fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' class='feather feather-bar-chart-2'%3E%3Cline x1='18' y1='20' x2='18' y2='10'%3E%3C/line%3E%3Cline x1='12' y1='20' x2='12' y2='4'%3E%3C/line%3E%3Cline x1='6' y1='20' x2='6' y2='14'%3E%3C/line%3E%3C/svg%3E");
-  }
-
-  .iconHistory {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='0 0 24 24' fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' class='feather feather-clock'%3E%3Ccircle cx='12' cy='12' r='10'%3E%3C/circle%3E%3Cpolyline points='12 6 12 12 16 14'%3E%3C/polyline%3E%3C/svg%3E");
-  }
-
-  .iconEdit {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='0 0 24 24' fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' class='feather feather-edit-2'%3E%3Cpolygon points='16 3 21 8 8 21 3 21 3 16 16 3'%3E%3C/polygon%3E%3C/svg%3E");
-  }
-
-  .iconChessboard {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='16 16 68 68' fill='%23000000' %3E%3Cpath d='M125,0 l950,0 c75,0,125,25,125,125 l0,950 c0,75,-50,125,-125,125 l-950,0 c-100,0,-125,-50,-125,-125 l0,-950 c0,-100,25,-125,125,-125 Z M100,598 l0,-498 l502,0 l0,498 Z M125,102 c-14,0,-25,11,-25,25 l0,948 c0,14,11,25,25,25 l950,0 c14,0,25,-11,25,-25 l0,-948 c0,-14,-11,-25,-25,-25 Z M602,1100 l0,-502 l498,0 l0,502 Z M602,1100 ' fill='white' stroke='none' stroke-dasharray='none' stroke-linecap='inherit' stroke-linejoin='inherit' stroke-width='1' transform='matrix(0.05,0.0,0.0,-0.05,20.0,80.0)'%3E%3C/path%3E%3C/svg%3E");
-  }
-
-  .iconOpening {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='0 0 24 24' fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' class='feather feather-book-open'%3E%3Cpath d='M2 3h6a4 4 0 0 1 4 4v14a3 3 0 0 0-3-3H2z'%3E%3C/path%3E%3Cpath d='M22 3h-6a4 4 0 0 0-4 4v14a3 3 0 0 1 3-3h7z'%3E%3C/path%3E%3C/svg%3E");
-  }
-
-  .iconStatic {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='0 0 24 24' fill='none' stroke='white' stroke-width='2' stroke-linecap='round' stroke-linejoin='round' class='feather feather-dollar-sign'%3E%3Cpath d='M17 5H9.5a3.5 3.5 0 0 0 0 7h5a3.5 3.5 0 0 1 0 7H6'%3E%3C/path%3E%3C/svg%3E");
-  }
-
-  .iconLczero {
-    background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='13' height='13' viewBox='0 0 355 355' fill='white' %3E%3Cpath d='M270.02,94.59c-1.73,1.42 -3.12,3.22 -3.08,4c0.03,0.78 1.97,3.42 4.31,5.88l4.25,4.47l58,0.09c8.52,-7.17 11.45,-10.09 12,-11.13c0.77,-1.44 0.53,-2.35 -1,-3.93c-1.94,-1.99 -3.01,-2.05 -36.67,-2.02l-34.67,0.03M22.65,103.5c-1.46,1.38 -2.88,3.51 -3.15,4.75c-0.28,1.24 -1.38,7.88 -2.45,14.75c-1.07,6.88 -2.65,17.9 -3.5,24.5c-0.86,6.6 -1.55,13.8 -1.53,16c0.02,3.01 0.7,4.67 2.75,6.71c2.51,2.49 2.94,2.6 5.23,1.34c1.38,-0.75 3.69,-2.65 5.14,-4.21c1.45,-1.56 2.9,-3.74 3.22,-4.84c0.32,-1.1 1.91,-11 3.53,-22c1.63,-11 3.22,-22.36 3.53,-25.25c0.56,-5.12 0.47,-5.36 -3.67,-9.72c-2.34,-2.46 -4.74,-4.49 -5.35,-4.5c-0.6,-0.01 -2.29,1.1 -3.75,2.47zM259.9,102.84c-1.32,1.01 -2.94,3.83 -3.61,6.25c-0.66,2.42 -2.8,16 -4.75,30.16c-1.95,14.16 -3.25,26.31 -2.9,27c0.36,0.69 1.59,2.27 2.75,3.53c1.16,1.25 2.66,2.26 3.35,2.25c0.69,-0.01 2.88,-1.26 4.87,-2.78c1.99,-1.51 3.98,-3.43 4.42,-4.25c0.44,-0.82 1.72,-6.9 2.85,-13.5c1.13,-6.6 2.74,-16.95 3.59,-23c0.84,-6.05 1.53,-12.91 1.53,-15.25c0,-3.62 -0.6,-4.84 -4.01,-8.25c-2.2,-2.2 -4.38,-4 -4.85,-4c-0.47,0 -1.93,0.83 -3.25,1.84zM345,105.33c-3.02,2.38 -6.03,4.97 -6.68,5.75c-0.65,0.78 -2.07,7.72 -3.16,15.42c-1.09,7.7 -2.77,19.63 -3.74,26.5l-1.75,12.5c4.52,5.88 6.4,7.57 7.08,7.55c0.69,-0.03 3.27,-1.96 5.75,-4.3l4.5,-4.25c3.05,-20.15 4.85,-33.43 5.96,-42.5c1.8,-14.69 1.85,-16.75 0.53,-18.75c-0.82,-1.24 -1.82,-2.25 -2.23,-2.25c-0.41,0 -3.23,1.95 -6.25,4.33zM145.08,170.98c-2.86,2.24 -5.18,4.84 -5.15,5.79c0.03,0.95 1.41,3.19 3.06,4.98l3.01,3.25c47.53,0 57.75,-0.37 59.25,-1.12c1.24,-0.62 3.72,-2.53 5.52,-4.25c1.8,-1.72 3.27,-3.58 3.26,-4.13c0,-0.55 -1.31,-2.57 -2.91,-4.5l-2.9,-3.5l-57.93,-0.59M131.7,182.47c-2.59,1.94 -4.91,4.31 -5.15,5.28c-0.25,0.96 -0.9,4.45 -1.46,7.75c-0.56,3.3 -2.15,14.78 -3.54,25.5c-1.39,10.72 -2.76,21.07 -3.04,23c-0.39,2.6 0,4.08 1.48,5.75l2,2.25c5.81,-4.49 8.74,-6.96 10.25,-8.39c1.51,-1.43 3.18,-4.29 3.71,-6.36c0.53,-2.06 2.33,-12.75 4,-23.75c1.68,-11 3.05,-21.8 3.06,-24c0.01,-3.21 -0.64,-4.64 -3.3,-7.28l-3.31,-3.28M12.08,183.75l-4.19,3.75c-5.21,36.43 -7.04,50.15 -7.41,54c-0.62,6.36 -0.49,7.16 1.42,8.75c2.03,1.69 2.24,1.65 5.85,-1.16c2.06,-1.6 5,-4.19 6.52,-5.75c2.33,-2.39 3.08,-4.6 4.69,-13.84c1.05,-6.05 2.84,-17.3 3.97,-25c1.13,-7.7 2.06,-15.01 2.06,-16.25c0,-1.24 -1.34,-3.6 -2.99,-5.25c-1.65,-1.65 -3.61,-3 -4.36,-3c-0.75,0 -3.25,1.69 -5.56,3.75zM248.54,184.25l-4.2,4.25c-5.7,41.07 -7.36,54.57 -7.38,56.5c-0.02,2.07 0.7,4.21 1.75,5.24c1.7,1.65 2.07,1.51 7.78,-3.04c3.97,-3.16 6.39,-5.95 7.15,-8.24c0.63,-1.9 2.54,-12.24 4.24,-22.96c1.7,-10.72 3.11,-21.97 3.13,-25c0.03,-4.53 -0.41,-5.99 -2.49,-8.25c-1.39,-1.51 -3.27,-2.75 -4.17,-2.75c-0.9,0 -3.52,1.91 -5.83,4.25zM330.67,184.25l-4.53,4.25c-4.79,37.2 -6.4,49.35 -6.67,51c-0.42,2.55 0.22,3.71 4.27,7.75l4.76,4.75c6.12,-5.2 6.65,-6.49 8.04,-14.5c0.86,-4.95 2.86,-18.22 4.45,-29.5l2.9,-20.5c-3.85,-5.91 -5.69,-7.5 -6.79,-7.5c-1.04,0 -3.94,1.91 -6.43,4.25zM143.51,243.66c-5.72,0.42 -6.26,0.7 -12,6.23l-6.01,5.8l3.5,5.31c70.87,0 71.01,-0.01 73.64,-2.25c2.05,-1.75 2.49,-2.81 1.98,-4.75c-0.36,-1.37 -2.11,-4.18 -3.89,-6.23l-3.23,-3.73c-37.2,-0.64 -50.7,-0.63 -53.99,-0.39zM264.35,243.86c-8,0.63 -8.25,0.73 -13.9,5.64c-3.16,2.75 -5.9,5.45 -6.08,6c-0.18,0.55 0.45,2.05 1.4,3.33l1.73,2.33l70.82,0.03c6.06,-5.94 6.12,-6.14 4.52,-8.37c-0.91,-1.27 -2.94,-3.75 -4.5,-5.51l-2.84,-3.2c-33.32,-0.69 -46.67,-0.6 -51.15,-0.25zM18.82,245.76c-1.47,0.96 -4.73,3.66 -7.25,5.99c-4.52,4.2 -4.56,4.28 -2.82,6.62c1.5,2.04 2.88,2.46 9.75,2.99c4.4,0.34 16.77,0.58 27.5,0.54c10.73,-0.04 23.42,-0.38 28.22,-0.74c6.74,-0.51 9.2,-1.12 10.83,-2.66c1.37,-1.29 1.91,-2.71 1.54,-4c-0.32,-1.1 -2.27,-3.89 -4.33,-6.2l-3.76,-4.2c-53.95,-0.07 -57.29,0.11 -59.68,1.66z' /%3E%3C/svg%3E");
-    visibility:hidden;
-  }
-
-  #wb {
-    position: absolute;
-    top: 8px;
-    right: 320px;
-    font-size: 0;
-    line-height: 0;
-  }
-
-  .wbButton {
-    width: 13px;
-    height: 13px;
-    margin: 3px;
-    opacity: 0.25;
-    background-color: transparent;
-    cursor: pointer;
-    background-repeat: no-repeat;
-    background-position: center;
-    display: inline-block;
-  }
-
-  .wbButton:hover,
-  .wbButton.selected:hover {
-    opacity: 1;
-  }
-
-  .wbButton.selected {
-    opacity: 0.6;
-  }
-
-  #dragPiece {
-    position: fixed;
-    top: 0;
-    left: 0;
-    z-index: 6;
-  }
-</style>
-<!--end style.css-->
-
-<!--begin scripts.js-->
-<script>
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-var jumpsfx = new Audio("data:audio/mpeg;base64,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");
-var START = "rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1";
-var _engine, _curmoves = [];
-var _history = [
-  [START]
-],
-  _history2 = null,
-  _historyindex = 0;
-var _flip = false,
-  _edit = false,
-  _info = false,
-  _play = null;
-var _arrow = false,
-  _menu = false;
-var _dragElement = null,
-  _dragActive = false,
-  _startX, _startY, _dragCtrl, _dragLMB, _clickFrom, _clickFromElem;
-var _tooltipState = false,
-  _wantUpdateInfo = true;;
-var _wname = "White",
-  _bname = "Black",
-  _color = 0,
-  _bodyScale = 1;
-var _nncache = null;
-var _gameMode = 1;
-var _isPlayerWhite = true;
-
-document.addEventListener("DOMContentLoaded", function(e) {
-  var url = new URL(document.URL);
-  var search_params = new URLSearchParams(url.search);
-
-  if (search_params.has('mode') == true) {
-    var mode = search_params.get('mode');
-
-    if (mode == "play") {
-      menuPlayEngineWhite();
-    }
-  }
-});
-
-function setElemText(elem, value) {
-  while (elem.firstChild) elem.removeChild(elem.firstChild);
-  elem.appendChild(document.createTextNode(value));
-}
-
-function getElemText(elem) {
-  return elem.innerText || elem.textContent;
-}
-
-function setCurFEN(fen) {
-  setElemText(document.getElementById('fen'), fen);
-}
-
-function getCurFEN() {
-  return getElemText(document.getElementById('fen'));
-}
-
-// Opening
-var _open = [
-  ["B00", "King's Pawn", "1.e4", 53, 4964],
-  ["A40", "Queen's Pawn Game", "1.d4", 55, 3246],
-  ["B20", "Sicilian Defence", "1.e4 c5", 51, 2055],
-  ["A45", "Queen's Pawn: Indian", "1.d4 Nf6", 54, 1808],
-  ["B27", "Sicilian: 2.Nf3", "1.e4 c5 2.Nf3", 52, 1550],
-  ["A50", "Indian: 2.c4", "1.d4 Nf6 2.c4", 54, 1212],
-  ["C20", "Open Game", "1.e4 e5", 56, 1180],
-  ["C40", "Open Game", "1.e4 e5 2.Nf3", 56, 1008],
-  ["D00", "Queen's Pawn Game", "1.d4 d5", 57, 905],
-  ["A04", "Reti", "1.Nf3", 56, 847],
-  ["C44", "Open Game", "1.e4 e5 2.Nf3 Nc6", 56, 845],
-  ["A10", "English", "1.c4", 55, 689],
-  ["C00", "French", "1.e4 e6", 54, 656],
-  ["B50", "Sicilian: 2.Nf3 d6", "1.e4 c5 2.Nf3 d6", 52, 625],
-  ["D06", "Queen's Gambit", "1.d4 d5 2.c4", 58, 612],
-  ["E00", "Queen's Pawn: Neo-Indian", "1.d4 Nf6 2.c4 e6", 54, 548],
-  ["A46", "Indian: 2.Nf3", "1.d4 Nf6 2.Nf3", 53, 497],
-  ["B30", "Sicilian: 2...Nc6", "1.e4 c5 2.Nf3 Nc6", 52, 484],
-  ["E60", "King's Indian", "1.d4 Nf6 2.c4 g6", 55, 454],
-  ["B56", "Sicilian: Open, 2...d6, 5.Nc3", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3", 52, 451],
-  ["B54", "Sicilian: Open, 2...d6", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4", 52, 449],
-  ["C60", "Spanish (Ruy Lopez)", "1.e4 e5 2.Nf3 Nc6 3.Bb5", 56, 441],
-  ["E61", "King's Indian: 3.Nc3", "1.d4 Nf6 2.c4 g6 3.Nc3", 55, 390],
-  ["A05", "Reti: 1...Nf6", "1.Nf3 Nf6", 56, 386],
-  ["B40", "Sicilian: 2...e6", "1.e4 c5 2.Nf3 e6", 51, 371],
-  ["B10", "Caro-Kann", "1.e4 c6", 54, 355],
-  ["B32", "Sicilian: 2...Nc6 3.d4", "1.e4 c5 2.Nf3 Nc6 3.d4", 51, 323],
-  ["E10", "Neo-Indian: 3.Nf3", "1.d4 Nf6 2.c4 e6 3.Nf3", 55, 306],
-  ["D02", "Queen's Pawn: 2.Nf3", "1.d4 d5 2.Nf3", 55, 291],
-  ["B12", "Caro-Kann: 2.d4", "1.e4 c6 2.d4", 54, 286],
-  ["D30", "Queen's Gambit Declined (QGD)", "1.d4 d5 2.c4 e6", 58, 268],
-  ["C70", "Spanish: 4.Ba4", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4", 56, 264],
-  ["B90", "Sicilian: Najdorf", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6", 51, 261],
-  ["D10", "Slav Defence", "1.d4 d5 2.c4 c6", 58, 260],
-  ["E70", "King's Indian: 4.e4", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4", 56, 243],
-  ["C10", "French: 3.Nc3", "1.e4 e6 2.d4 d5 3.Nc3", 56, 236],
-  ["C77", "Spanish: Morphy Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6", 56, 227],
-  ["A06", "Reti: 1...d5", "1.Nf3 d5", 56, 223],
-  ["B23", "Sicilian: Closed", "1.e4 c5 2.Nc3", 49, 220],
-  ["A15", "English: Anglo-Indian", "1.c4 Nf6", 56, 216],
-  ["E20", "Nimzo-Indian Defence", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4", 52, 215],
-  ["A48", "Neo-King's Indian", "1.d4 Nf6 2.Nf3 g6", 53, 211],
-  ["C50", "Italian Game", "1.e4 e5 2.Nf3 Nc6 3.Bc4", 55, 205],
-  ["D31", "QGD: 3.Nc3", "1.d4 d5 2.c4 e6 3.Nc3", 58, 202],
-  ["C78", "Spanish: 5.O-O", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O", 56, 190],
-  ["B01", "Scandinavian (Centre Counter)", "1.e4 d5", 55, 179],
-  ["E91", "King's Indian: 6.Be2", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2", 56, 169],
-  ["D37", "QGD: 4.Nf3", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3", 58, 168],
-  ["B33", "Sicilian: Open, 2...Nc6", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 Nf6", 51, 167],
-  ["B07", "Pirc", "1.e4 d6 2.d4 Nf6 3.Nc3", 55, 161],
-  ["C03", "French: Tarrasch", "1.e4 e6 2.d4 d5 3.Nd2", 57, 161],
-  ["B22", "Sicilian: Alapin", "1.e4 c5 2.c3", 51, 160],
-  ["D11", "Slav: 3.Nf3", "1.d4 d5 2.c4 c6 3.Nf3", 59, 158],
-  ["A20", "English: King's (1...e5)", "1.c4 e5", 54, 155],
-  ["D35", "QGD: 3.Nc3 Nf6", "1.d4 d5 2.c4 e6 3.Nc3 Nf6", 60, 153],
-  ["D15", "Slav: 4.Nc3", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.Nc3", 58, 152],
-  ["A56", "Benoni: 2...c5", "1.d4 Nf6 2.c4 c5", 53, 152],
-  ["B06", "Modern", "1.e4 g6", 51, 150],
-  ["A16", "English: Anglo-Indian, 2.Nc3", "1.c4 Nf6 2.Nc3", 56, 140],
-  ["E12", "Queen's Indian", "1.d4 Nf6 2.c4 e6 3.Nf3 b6", 54, 136],
-  ["C84", "Spanish: Closed System", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7", 56, 127],
-  ["E90", "King's Indian: 5.Nf3", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3", 57, 126],
-  ["E92", "King's Indian: 6.Be2 e5", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5", 57, 121],
-  ["D80", "Gruenfeld Defence", "1.d4 Nf6 2.c4 g6 3.Nc3 d5", 54, 119],
-  ["B02", "Alekhine Defence", "1.e4 Nf6", 52, 117],
-  ["C15", "French: Winawer", "1.e4 e6 2.d4 d5 3.Nc3 Bb4", 55, 116],
-  ["B41", "Sicilian: Kan (Paulsen)", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 a6", 49, 115],
-  ["C88", "Spanish: Closed", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3", 56, 114],
-  ["A80", "Dutch", "1.d4 f5", 55, 113],
-  ["A21", "English: King's, 2.Nc3", "1.c4 e5 2.Nc3", 53, 112],
-  ["C42", "Russian Game (Petroff Defence)", "1.e4 e5 2.Nf3 Nf6", 58, 110],
-  ["D43", "Semi-Slav", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c6", 57, 109],
-  ["B70", "Sicilian: Dragon", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6", 54, 101],
-  ["B44", "Sicilian: Taimanov", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 Nc6", 51, 92],
-  ["A41", "Neo-Old Indian", "1.d4 d6", 53, 89],
-  ["C11", "French: 3.Nc3 Nf6", "1.e4 e6 2.d4 d5 3.Nc3 Nf6", 55, 89],
-  ["D45", "Semi-Slav: 5.e3", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c6 5.e3", 57, 88],
-  ["C02", "French: Advance", "1.e4 e6 2.d4 d5 3.e5", 50, 87],
-  ["A13", "English: 1...e6", "1.c4 e6", 55, 87],
-  ["B15", "Caro-Kann: 3.Nc3", "1.e4 c6 2.d4 d5 3.Nc3", 54, 87],
-  ["A07", "Reti: KIA", "1.Nf3 d5 2.g3", 56, 87],
-  ["B45", "Sicilian: Taimanov, 5.Nc3", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 Nc6 5.Nc3", 53, 85],
-  ["E40", "Nimzo-Indian: Rubinstein", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3", 53, 83],
-  ["C16", "French: Winawer, Advance Variation", "1.e4 e6 2.d4 d5 3.Nc3 Bb4 4.e5", 56, 83],
-  ["C55", "Two Knights Defence", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Nf6", 54, 82],
-  ["A30", "English: Symmetrical", "1.c4 c5", 56, 81],
-  ["C45", "Scotch: 4.Nxd4", "1.e4 e5 2.Nf3 Nc6 3.d4 exd4 4.Nxd4", 55, 79],
-  ["B13", "Caro-Kann: Exchange Variation", "1.e4 c6 2.d4 d5 3.exd5", 53, 76],
-  ["E94", "King's Indian: 7.O-O", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5 7.O-O", 58, 74],
-  ["C46", "Three Knights Game", "1.e4 e5 2.Nf3 Nc6 3.Nc3", 52, 74],
-  ["C90", "Spanish: Closed, 8...d6", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6", 56, 72],
-  ["D20", "Queen's Gambit Accepted (QGA)", "1.d4 d5 2.c4 dxc4", 58, 72],
-  ["D50", "QGD: 4.Bg5", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5", 59, 72],
-  ["A00", "Benko Opening", "1.g3", 55, 72],
-  ["E15", "Queen's Indian: 4.g3", "1.d4 Nf6 2.c4 e6 3.Nf3 b6 4.g3", 55, 71],
-  ["A22", "English: King's, 2.Nc3 Nf6", "1.c4 e5 2.Nc3 Nf6", 54, 71],
-  ["E32", "Nimzo-Indian: Classical Variation", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2", 53, 71],
-  ["E80", "King's Indian: Saemisch Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3", 57, 70],
-  ["C01", "French: Exchange", "1.e4 e6 2.d4 d5 3.exd5", 46, 66],
-  ["B34", "Sicilian: Accelerated Fianchetto", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 g6", 51, 66],
-  ["C05", "French: Tarrasch, Closed", "1.e4 e6 2.d4 d5 3.Nd2 Nf6", 58, 66],
-  ["C92", "Spanish: Closed, 9.h3", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3", 56, 66],
-  ["A57", "Benko Gambit", "1.d4 Nf6 2.c4 c5 3.d5 b5", 53, 64],
-  ["B03", "Alekhine: 3.d4", "1.e4 Nf6 2.e5 Nd5 3.d4", 56, 63],
-  ["B80", "Sicilian: Scheveningen", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6", 52, 63],
-  ["B51", "Sicilian: Moscow", "1.e4 c5 2.Nf3 d6 3.Bb5+", 51, 63],
-  ["B24", "Sicilian: Closed, 3.g3", "1.e4 c5 2.Nc3 Nc6 3.g3", 47, 63],
-  ["E81", "King's Indian: Saemisch, 5...O-O", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O", 56, 62],
-  ["B72", "Sicilian: Dragon, 6.Be3", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3", 57, 61],
-  ["B18", "Caro-Kann: Classical", "1.e4 c6 2.d4 d5 3.Nc3 dxe4 4.Nxe4 Bf5", 54, 60],
-  ["A02", "Bird", "1.f4", 47, 59],
-  ["B60", "Sicilian: Richter-Rauzer", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5", 54, 59],
-  ["C65", "Spanish: Berlin Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 Nf6", 57, 58],
-  ["E11", "Bogo-Indian", "1.d4 Nf6 2.c4 e6 3.Nf3 Bb4+", 56, 58],
-  ["C17", "French: Winawer, Advance, 4...c5", "1.e4 e6 2.d4 d5 3.Nc3 Bb4 4.e5 c5", 56, 58],
-  ["B47", "Sicilian: Taimanov, Bastrikov Variation", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 Nc6 5.Nc3 Qc7", 51, 57],
-  ["B94", "Sicilian: Najdorf, 6.Bg5", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.Bg5", 51, 56],
-  ["B92", "Sicilian: Najdorf, 6.Be2", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.Be2", 50, 56],
-  ["D85", "Gruenfeld: Exchange Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.cxd5 Nxd5", 54, 55],
-  ["B43", "Sicilian: Kan, 5.Nc3", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 a6 5.Nc3", 48, 55],
-  ["B75", "Sicilian: Dragon, Yugoslav Attack", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3 Bg7 7.f3", 58, 55],
-  ["E73", "King's Indian: 5.Be2", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Be2", 58, 55],
-  ["E97", "King's Indian: Mar del Plata", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5 7.O-O Nc6", 58, 53],
-  ["A09", "Reti: 2.c4", "1.Nf3 d5 2.c4", 57, 53],
-  ["C25", "Vienna Game", "1.e4 e5 2.Nc3", 56, 52],
-  ["B95", "Sicilian: Najdorf, 6...e6", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.Bg5 e6", 51, 49],
-  ["A43", "Old Benoni", "1.d4 c5", 53, 48],
-  ["B62", "Sicilian: Richter-Rauzer, 6...e6", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6", 54, 47],
-  ["C30", "King's Gambit", "1.e4 e5 2.f4", 57, 47],
-  ["B42", "Sicilian: Kan, 5.Bd3", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 a6 5.Bd3", 54, 47],
-  ["A11", "English: Caro-Kann Defence", "1.c4 c6", 56, 47],
-  ["C41", "Philidor Defence", "1.e4 e5 2.Nf3 d6", 59, 47],
-  ["D16", "Slav: Alapin", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.Nc3 dxc4 5.a4", 57, 46],
-  ["C23", "Bishop's Opening", "1.e4 e5 2.Bc4", 56, 46],
-  ["C07", "French: Tarrasch, Open", "1.e4 e6 2.d4 d5 3.Nd2 c5", 56, 46],
-  ["C53", "Giuoco Piano: 4.c3", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Bc5 4.c3", 57, 46],
-  ["B31", "Sicilian: Rossolimo, 3...g6", "1.e4 c5 2.Nf3 Nc6 3.Bb5 g6", 58, 44],
-  ["A53", "Old Indian", "1.d4 Nf6 2.c4 d6", 55, 43],
-  ["B63", "Sicilian: Richter-Rauzer, Rauzer Attack (7.Qd2)", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6 7.Qd2", 54, 43],
-  ["D23", "QGA: 3.Nf3 Nf6", "1.d4 d5 2.c4 dxc4 3.Nf3 Nf6", 57, 43],
-  ["D53", "QGD: 4.Bg5 Be7", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7", 60, 42],
-  ["A01", "Nimzowitsch-Larsen Attack", "1.b3", 51, 42],
-  ["C68", "Spanish: Exchange Variation", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Bxc6", 53, 41],
-  ["D55", "QGD: 6.Nf3", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3", 59, 41],
-  ["C18", "French: Winawer, 5...Bxc3+ 6.bxc3", "1.e4 e6 2.d4 d5 3.Nc3 Bb4 4.e5 c5 5.a3 Bxc3+ 6.bxc3", 57, 40],
-  ["A49", "Neo-King's Indian: Fianchetto System", "1.d4 Nf6 2.Nf3 g6 3.g3", 52, 40],
-  ["D90", "Gruenfeld: Three Knights Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3", 54, 40],
-  ["B96", "Sicilian: Najdorf, 7.f4", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.Bg5 e6 7.f4", 52, 39],
-  ["B25", "Sicilian: Closed, 3.g3, 5.d3 d6", "1.e4 c5 2.Nc3 Nc6 3.g3 g6 4.Bg2 Bg7 5.d3 d6", 46, 39],
-  ["E46", "Nimzo-Indian: 4.e3 O-O", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O", 51, 39],
-  ["A42", "Modern: Averbakh", "1.d4 d6 2.c4 g6 3.Nc3 Bg7 4.e4", 55, 38],
-  ["C26", "Vienna: 2...Nf6", "1.e4 e5 2.Nc3 Nf6", 54, 38],
-  ["D17", "Slav: Czech Defence", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.Nc3 dxc4 5.a4 Bf5", 57, 37],
-  ["B04", "Alekhine: Modern Variation", "1.e4 Nf6 2.e5 Nd5 3.d4 d6 4.Nf3", 57, 37],
-  ["B52", "Sicilian: Moscow 3...Bd7", "1.e4 c5 2.Nf3 d6 3.Bb5+ Bd7", 53, 37],
-  ["D21", "QGA: 3.Nf3", "1.d4 d5 2.c4 dxc4 3.Nf3", 57, 37],
-  ["A34", "English: Symmetrical", "1.c4 c5 2.Nc3", 53, 36],
-  ["A28", "English: Four Knights", "1.c4 e5 2.Nc3 Nc6 3.Nf3 Nf6", 55, 36],
-  ["A17", "English: Anglo-Indian, 2.Nc3 e6", "1.c4 Nf6 2.Nc3 e6", 58, 36],
-  ["D46", "Semi-Slav: 6.Bd3", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c6 5.e3 Nbd7 6.Bd3", 56, 35],
-  ["A25", "English: Closed", "1.c4 e5 2.Nc3 Nc6", 54, 34],
-  ["A81", "Dutch: 2.g3", "1.d4 f5 2.g3", 59, 34],
-  ["C48", "Four Knights: Spanish Variation", "1.e4 e5 2.Nf3 Nc6 3.Nc3 Nf6 4.Bb5", 54, 34],
-  ["A60", "Benoni: 3.d5 e6", "1.d4 Nf6 2.c4 c5 3.d5 e6", 55, 34],
-  ["B76", "Sicilian: Dragon, Yugoslav, 7.f3 O-O", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3 Bg7 7.f3 O-O", 58, 34],
-  ["B57", "Sicilian: Sozin", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bc4", 50, 33],
-  ["D04", "Queen's Pawn: Colle", "1.d4 d5 2.Nf3 Nf6 3.e3", 51, 33],
-  ["C19", "French: Winawer, 6...Ne7", "1.e4 e6 2.d4 d5 3.Nc3 Bb4 4.e5 c5 5.a3 Bxc3+ 6.bxc3 Ne7", 55, 33],
-  ["C24", "Bishop's Opening: Berlin Defence", "1.e4 e5 2.Bc4 Nf6", 55, 32],
-  ["B36", "Sicilian: Maroczy Bind", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 g6 5.c4", 58, 32],
-  ["B17", "Caro-Kann: Steinitz Variation", "1.e4 c6 2.d4 d5 3.Nc3 dxe4 4.Nxe4 Nd7", 56, 32],
-  ["E06", "Catalan: Closed, 5.Nf3", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 Be7 5.Nf3", 62, 31],
-  ["D25", "QGA: 4.e3", "1.d4 d5 2.c4 dxc4 3.Nf3 Nf6 4.e3", 58, 30],
-  ["B08", "Pirc: Classical", "1.e4 d6 2.d4 Nf6 3.Nc3 g6 4.Nf3", 52, 29],
-  ["B77", "Sicilian: Dragon, Yugoslav, 9.Bc4", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3 Bg7 7.f3 O-O 8.Qd2 Nc6 9.Bc4", 57, 29],
-  ["D60", "QGD: Orthodox Defence", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7", 60, 29],
-  ["A84", "Dutch: 2.c4", "1.d4 f5 2.c4", 50, 29],
-  ["A03", "Bird: 1...d5", "1.f4 d5", 47, 29],
-  ["B66", "Sicilian: Richter-Rauzer, 7...a6", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6 7.Qd2 a6", 53, 28],
-  ["C69", "Spanish: Exchange Variation 5.O-O", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Bxc6 dxc6 5.O-O", 55, 28],
-  ["B84", "Sicilian: Scheveningen, Classical", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.Be2 a6", 50, 28],
-  ["A51", "Budapest", "1.d4 Nf6 2.c4 e5", 57, 28],
-  ["C96", "Spanish: Closed, Chigorin", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3 Na5 10.Bc2", 57, 28],
-  ["B09", "Pirc: Austrian Attack", "1.e4 d6 2.d4 Nf6 3.Nc3 g6 4.f4", 57, 28],
-  ["A61", "Benoni: 6.Nf3 g6", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.Nf3 g6", 56, 27],
-  ["B58", "Sicilian: Classical", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 d6 6.Be2", 45, 26],
-  ["B14", "Caro-Kann: Panov-Botvinnik, 5...e6", "1.e4 c6 2.d4 d5 3.exd5 cxd5 4.c4 Nf6 5.Nc3 e6", 56, 26],
-  ["B37", "Sicilian: Maroczy Bind, 5...Bg7", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 g6 5.c4 Bg7", 59, 26],
-  ["B35", "Sicilian: Accelerated Fianchetto, Modern, 7.Bc4", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 g6 5.Nc3 Bg7 6.Be3 Nf6 7.Bc4", 53, 26],
-  ["B19", "Caro-Kann: Classical, 7.Nf3 Nd7", "1.e4 c6 2.d4 d5 3.Nc3 dxe4 4.Nxe4 Bf5 5.Ng3 Bg6 6.h4 h6 7.Nf3 Nd7", 55, 26],
-  ["A65", "Benoni: 6.e4", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4", 55, 25],
-  ["D47", "Semi-Slav: 7.Bxc4", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c6 5.e3 Nbd7 6.Bd3 dxc4 7.Bxc4", 54, 25],
-  ["D38", "QGD: Ragozin", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 Bb4", 56, 25],
-  ["C47", "Four Knights Game", "1.e4 e5 2.Nf3 Nc6 3.Nc3 Nf6 4.d4", 55, 25],
-  ["C33", "King's Gambit Accepted (KGA)", "1.e4 e5 2.f4 exf4", 54, 25],
-  ["E47", "Nimzo-Indian: 4.e3 O-O 5.Bd3", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Bd3", 52, 25],
-  ["A00", "Van Geet (Dunst) Opening", "1.Nc3", 51, 25],
-  ["A31", "English: Symmetrical, Two Knights", "1.c4 c5 2.Nf3 Nf6 3.d4", 50, 24],
-  ["E41", "Nimzo-Indian: 4.e3 c5", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 c5", 54, 24],
-  ["C06", "French: Tarrasch, Closed, Main Line", "1.e4 e6 2.d4 d5 3.Nd2 Nf6 4.e5 Nfd7 5.Bd3 c5 6.c3 Nc6 7.Ne2 cxd4 8.cxd4", 57, 24],
-  ["C67", "Spanish: Open Berlin", "1.e4 e5 2.Nf3 Nc6 3.Bb5 Nf6 4.O-O Nxe4", 54, 24],
-  ["B38", "Sicilian: Maroczy Bind, 6.Be3", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 g6 5.c4 Bg7 6.Be3", 59, 24],
-  ["B28", "Sicilian: O'Kelly Variation", "1.e4 c5 2.Nf3 a6", 50, 24],
-  ["E17", "Queen's Indian: 5.Bg2 Be7", "1.d4 Nf6 2.c4 e6 3.Nf3 b6 4.g3 Bb7 5.Bg2 Be7", 57, 23],
-  ["A58", "Benko Gambit: 5.bxa6", "1.d4 Nf6 2.c4 c5 3.d5 b5 4.cxb5 a6 5.bxa6", 53, 23],
-  ["C71", "Spanish: Modern Steinitz Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 d6", 56, 23],
-  ["E68", "King's Indian: Fianchetto, Classical, 8.e4", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3 O-O 6.Bg2 Nbd7 7.O-O e5 8.e4", 59, 23],
-  ["B53", "Sicilian, Chekhover Variation", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Qxd4", 53, 23],
-  ["D01", "Richter-Veresov Attack", "1.d4 d5 2.Nc3 Nf6 3.Bg5", 50, 23],
-  ["B46", "Sicilian: Taimanov, 5...a6", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 Nc6 5.Nc3 a6", 54, 23],
-  ["B21", "Sicilian: Grand Prix Attack", "1.e4 c5 2.f4", 47, 22],
-  ["D27", "QGA: Classical, 6...a6", "1.d4 d5 2.c4 dxc4 3.Nf3 Nf6 4.e3 e6 5.Bxc4 c5 6.O-O a6", 56, 22],
-  ["B48", "Sicilian: Taimanov, 6.Be3", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 Nc6 5.Nc3 Qc7 6.Be3", 51, 22],
-  ["C13", "French: Classical", "1.e4 e6 2.d4 d5 3.Nc3 Nf6 4.Bg5 Be7", 59, 22],
-  ["C57", "Two Knights: 4.Ng5", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Nf6 4.Ng5", 56, 22],
-  ["A14", "English: Neo-Catalan Declined", "1.c4 e6 2.Nf3 d5 3.g3 Nf6 4.Bg2 Be7 5.O-O", 58, 22],
-  ["A37", "English: Symmetrical, 5.Nf3", "1.c4 c5 2.Nc3 Nc6 3.g3 g6 4.Bg2 Bg7 5.Nf3", 48, 22],
-  ["C80", "Spanish: Open", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Nxe4", 56, 21],
-  ["E76", "King's Indian: Four Pawns Attack", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f4", 57, 21],
-  ["D52", "QGD: 4.Bg5 Nbd7 5.e3 c6 6.Nf3", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Nbd7 5.e3 c6 6.Nf3", 56, 21],
-  ["D26", "QGA: 4.e3 e6", "1.d4 d5 2.c4 dxc4 3.Nf3 Nf6 4.e3 e6", 58, 21],
-  ["E18", "Queen's Indian: 7.Nc3", "1.d4 Nf6 2.c4 e6 3.Nf3 b6 4.g3 Bb7 5.Bg2 Be7 6.O-O O-O 7.Nc3", 56, 21],
-  ["D32", "QGD Tarrasch", "1.d4 d5 2.c4 e6 3.Nc3 c5", 56, 21],
-  ["E21", "Nimzo-Indian: Three Knights", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Nf3", 53, 21],
-  ["D51", "QGD: 4.Bg5 Nbd7", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Nbd7", 57, 20],
-  ["D58", "QGD: Tartakower System", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 h6 7.Bh4 b6", 54, 20],
-  ["A52", "Budapest: 3...Ng4", "1.d4 Nf6 2.c4 e5 3.dxe5 Ng4", 60, 20],
-  ["D12", "Slav: 4.e3 Bf5", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.e3 Bf5", 55, 20],
-  ["B26", "Sicilian: Closed, 6.Be3", "1.e4 c5 2.Nc3 Nc6 3.g3 g6 4.Bg2 Bg7 5.d3 d6 6.Be3", 46, 20],
-  ["D13", "Slav: Exchange", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.cxd5 cxd5", 52, 20],
-  ["D18", "Slav: Dutch Variation", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.Nc3 dxc4 5.a4 Bf5 6.e3", 55, 20],
-  ["E67", "King's Indian: Fianchetto with 6...Nd7", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3 O-O 6.Bg2 Nbd7", 57, 19],
-  ["E63", "King's Indian: Fianchetto, Panno Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3 O-O 6.Bg2 Nc6 7.O-O a6", 56, 19],
-  ["A35", "English: Symmetrical", "1.c4 c5 2.Nc3 Nc6", 55, 19],
-  ["C34", "KGA: King's Knight Gambit", "1.e4 e5 2.f4 exf4 3.Nf3", 54, 19],
-  ["E38", "Nimzo-Indian: Classical, 4...c5", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2 c5", 53, 19],
-  ["E98", "King's Indian: Mar del Plata, 9.Ne1", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5 7.O-O Nc6 8.d5 Ne7 9.Ne1", 57, 19],
-  ["A00", "Polish (Sokolsky; Orang-Utan)", "1.b4", 46, 19],
-  ["B83", "Sicilian: Scheveningen, 6.Be2", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.Be2", 49, 19],
-  ["D86", "Gruenfeld: Classical Exchange", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.cxd5 Nxd5 5.e4 Nxc3 6.bxc3 Bg7 7.Bc4", 53, 19],
-  ["C21", "Centre Game", "1.e4 e5 2.d4 exd4", 56, 19],
-  ["C97", "Spanish: Closed, Chigorin, 11.d4 Qc7", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3 Na5 10.Bc2 c5 11.d4 Qc7", 57, 18],
-  ["D05", "Colle: 3...e6", "1.d4 d5 2.Nf3 Nf6 3.e3 e6", 56, 18],
-  ["E01", "Catalan: 4.Bg2", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2", 57, 18],
-  ["C63", "Spanish: Schliemann (Jaenisch)", "1.e4 e5 2.Nf3 Nc6 3.Bb5 f5", 54, 18],
-  ["B88", "Sicilian: Sozin-Scheveningen", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.Bc4 Nc6", 51, 18],
-  ["B78", "Sicilian: Dragon, Yugoslav, 10.O-O-O", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3 Bg7 7.f3 O-O 8.Qd2 Nc6 9.Bc4 Bd7 10.O-O-O", 56, 17],
-  ["D03", "Torre Attack (Tartakower)", "1.d4 d5 2.Nf3 Nf6 3.Bg5", 54, 17],
-  ["E53", "Nimzo-Indian: Main Line, 6...c5", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 c5", 52, 17],
-  ["B93", "Sicilian: Najdorf, 6.f4", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.f4", 54, 17],
-  ["B05", "Alekhine: Modern, 4...Bg4", "1.e4 Nf6 2.e5 Nd5 3.d4 d6 4.Nf3 Bg4", 58, 17],
-  ["C62", "Spanish: Old Steinitz", "1.e4 e5 2.Nf3 Nc6 3.Bb5 d6", 66, 17],
-  ["C64", "Spanish: Classical Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 Bc5", 57, 17],
-  ["D07", "QGD: Chigorin Defence", "1.d4 d5 2.c4 Nc6", 58, 17],
-  ["E04", "Catalan: Open, 5.Nf3", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 dxc4 5.Nf3", 55, 17],
-  ["E48", "Nimzo-Indian: 4.e3 O-O 5.Bd3 d5", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Bd3 d5", 52, 16],
-  ["A29", "English: Four Knights, 4.g3", "1.c4 e5 2.Nc3 Nc6 3.Nf3 Nf6 4.g3", 56, 16],
-  ["D19", "Slav: Dutch, 8.O-O", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.Nc3 dxc4 5.a4 Bf5 6.e3 e6 7.Bxc4 Bb4 8.O-O", 54, 16],
-  ["A90", "Dutch: 2.c4 Nf6 3.g3 e6 4.Bg2", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2", 59, 16],
-  ["B98", "Sicilian: Najdorf, 7...Be7", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.Bg5 e6 7.f4 Be7", 56, 16],
-  ["C43", "Russian Game: Modern (Steinitz) Attack", "1.e4 e5 2.Nf3 Nf6 3.d4", 62, 15],
-  ["E85", "King's Indian: Saemisch, Orthodox Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 e5", 58, 15],
-  ["E43", "Nimzo-Indian: Nimzowitsch (Fischer) Variation", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 b6", 52, 15],
-  ["C54", "Giuoco Piano: 4.c3 Nf6 5.d4 exd4 6.cxd4", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Bc5 4.c3 Nf6 5.d4 exd4 6.cxd4", 54, 15],
-  ["C12", "French: MacCutcheon", "1.e4 e6 2.d4 d5 3.Nc3 Nf6 4.Bg5 Bb4", 53, 15],
-  ["B67", "Sicilian: Richter-Rauzer, 7...a6 8.O-O-O Bd7", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6 7.Qd2 a6 8.O-O-O Bd7", 53, 15],
-  ["A85", "Dutch: 2.c4 Nf6 3.Nc3", "1.d4 f5 2.c4 Nf6 3.Nc3", 47, 14],
-  ["D77", "Neo-Gruenfeld, 6.O-O", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.Nf3 O-O 6.O-O", 56, 14],
-  ["B29", "Sicilian: Nimzowitsch", "1.e4 c5 2.Nf3 Nf6", 54, 14],
-  ["D40", "QGD: Semi-Tarrasch", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c5", 59, 14],
-  ["D63", "QGD: Orthodox, 7.Rc1", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Rc1", 62, 14],
-  ["D78", "Neo-Gruenfeld, 6.O-O c6", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.Nf3 O-O 6.O-O c6", 59, 14],
-  ["C08", "French: Tarrasch, Open, 4.exd5 exd5", "1.e4 e6 2.d4 d5 3.Nd2 c5 4.exd5 exd5", 56, 14],
-  ["A47", "Neo-Queen's Indian", "1.d4 Nf6 2.Nf3 b6", 52, 14],
-  ["A70", "Benoni: Classical", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3", 53, 14],
-  ["D91", "Gruenfeld: 5.Bg5", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.Bg5", 53, 13],
-  ["C49", "Four Knights: 4.Bb5 Bb4", "1.e4 e5 2.Nf3 Nc6 3.Nc3 Nf6 4.Bb5 Bb4", 54, 13],
-  ["A18", "English: Mikenas", "1.c4 Nf6 2.Nc3 e6 3.e4", 61, 13],
-  ["C94", "Spanish: Closed, Breyer Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3 Nb8", 55, 13],
-  ["D14", "Slav: Exchange, 6.Bf4 Bf5", "1.d4 d5 2.c4 c6 3.Nf3 Nf6 4.cxd5 cxd5 5.Nc3 Nc6 6.Bf4 Bf5", 51, 13],
-  ["B11", "Caro-Kann: Two Knights, 3...Bg4", "1.e4 c6 2.Nc3 d5 3.Nf3 Bg4", 53, 13],
-  ["A27", "English: Three Knights", "1.c4 e5 2.Nc3 Nc6 3.Nf3", 55, 13],
-  ["B81", "Sicilian: Scheveningen, Keres Attack", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.g4", 60, 13],
-  ["E69", "King's Indian: Fianchetto, Classical, 9.h3", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3 O-O 6.Bg2 Nbd7 7.O-O e5 8.e4 c6 9.h3", 62, 13],
-  ["A36", "English: Symmetrical, 3.g3", "1.c4 c5 2.Nc3 Nc6 3.g3", 55, 13],
-  ["D96", "Gruenfeld: Russian Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.Qb3", 56, 13],
-  ["D33", "QGD Tarrasch: 6.g3 (Schlecter/Rubinstein)", "1.d4 d5 2.c4 e6 3.Nc3 c5 4.cxd5 exd5 5.Nf3 Nc6 6.g3", 59, 13],
-  ["B89", "Sicilian: Sozin, 7.Be3", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.Bc4 Nc6 7.Be3", 53, 12],
-  ["D34", "QGD Tarrasch: 7.Bg2 Be7", "1.d4 d5 2.c4 e6 3.Nc3 c5 4.cxd5 exd5 5.Nf3 Nc6 6.g3 Nf6 7.Bg2 Be7", 59, 12],
-  ["D94", "Gruenfeld: 5.e3", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.e3", 47, 12],
-  ["A44", "Old Benoni: Czech", "1.d4 c5 2.d5 e5", 59, 12],
-  ["A55", "Old Indian: 5.e4", "1.d4 Nf6 2.c4 d6 3.Nc3 e5 4.Nf3 Nbd7 5.e4", 58, 12],
-  ["E71", "King's Indian: Makagonov System", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.h3", 61, 12],
-  ["A38", "English: Symmetrical, Main Line", "1.c4 c5 2.Nc3 Nc6 3.g3 g6 4.Bg2 Bg7 5.Nf3 Nf6", 58, 12],
-  ["C95", "Spanish: Closed, Breyer, 10.d4", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3 Nb8 10.d4", 54, 12],
-  ["E34", "Nimzo-Indian: Classical, Noa Variation", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2 d5", 55, 12],
-  ["C14", "French: Classical, 6.Bxe7 Qxe7", "1.e4 e6 2.d4 d5 3.Nc3 Nf6 4.Bg5 Be7 5.e5 Nfd7 6.Bxe7 Qxe7", 59, 11],
-  ["C91", "Spanish: Closed, 9.d4", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.d4", 57, 11],
-  ["B16", "Caro-Kann: Bronstein-Larsen", "1.e4 c6 2.d4 d5 3.Nc3 dxe4 4.Nxe4 Nf6 5.Nxf6+ gxf6", 54, 11],
-  ["E14", "Queen's Indian: 4.e3", "1.d4 Nf6 2.c4 e6 3.Nf3 b6 4.e3", 53, 11],
-  ["D82", "Gruenfeld: 4.Bf4", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Bf4", 54, 11],
-  ["E83", "King's Indian: Saemisch, 6...Nc6", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 Nc6", 52, 11],
-  ["C51", "Evans Gambit", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Bc5 4.b4", 57, 11],
-  ["C58", "Two Knights: Morphy Variation (5...Na5)", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Nf6 4.Ng5 d5 5.exd5 Na5", 53, 11],
-  ["D44", "Semi-Slav: Botvinnik Accepted", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c6 5.Bg5 dxc4", 53, 11],
-  ["D08", "QGD: Albin Countergambit", "1.d4 d5 2.c4 e5", 58, 11],
-  ["D97", "Gruenfeld: Russian, 7.e4", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.Qb3 dxc4 6.Qxc4 O-O 7.e4", 55, 10],
-  ["C28", "Vienna: 3.Bc4 Nc6", "1.e4 e5 2.Nc3 Nf6 3.Bc4 Nc6", 54, 10],
-  ["A08", "Reti: KIA, 2...c5 3.Bg2", "1.Nf3 d5 2.g3 c5 3.Bg2", 56, 10],
-  ["A33", "English: Symmetrical, Two Knights, 5.Nc3 Nc6", "1.c4 c5 2.Nf3 Nf6 3.d4 cxd4 4.Nxd4 e6 5.Nc3 Nc6", 55, 10],
-  ["A62", "Benoni: Fianchetto, 8.Bg2 O-O", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.Nf3 g6 7.g3 Bg7 8.Bg2 O-O", 51, 10],
-  ["B87", "Sicilian: Sozin-Najdorf, 7.Bb3 b5", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.Bc4 a6 7.Bb3 b5", 48, 10],
-  ["E30", "Nimzo-Indian: Leningrad", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Bg5", 47, 10],
-  ["B91", "Sicilian: Najdorf, 6.g3", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.g3", 53, 10],
-  ["D41", "QGD: Semi-Tarrasch, 5.cxd5", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c5 5.cxd5", 60, 10],
-  ["B99", "Sicilian: Najdorf, Main Line", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.Bg5 e6 7.f4 Be7 8.Qf3 Qc7 9.O-O-O Nbd7", 57, 10],
-  ["E87", "King's Indian: Saemisch, Orthodox, 7.d5", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 e5 7.d5", 57, 10],
-  ["A88", "Dutch: Leningrad, Main Line, 7.Nc3 c6", "1.d4 f5 2.c4 Nf6 3.g3 g6 4.Bg2 Bg7 5.Nf3 O-O 6.O-O d6 7.Nc3 c6", 54, 10],
-  ["D24", "QGA: 4.Nc3", "1.d4 d5 2.c4 dxc4 3.Nf3 Nf6 4.Nc3", 56, 10],
-  ["C89", "Spanish: Marshall Counterattack", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d5", 49, 9],
-  ["E24", "Nimzo-Indian: Saemisch", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.a3 Bxc3+ 5.bxc3", 47, 9],
-  ["A39", "English: Symmetrical, Main Line 7.d4", "1.c4 c5 2.Nc3 Nc6 3.g3 g6 4.Bg2 Bg7 5.Nf3 Nf6 6.O-O O-O 7.d4", 59, 9],
-  ["C22", "Centre Game", "1.e4 e5 2.d4 exd4 3.Qxd4 Nc6", 55, 9],
-  ["A66", "Benoni: Four Pawns Attack", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.f4", 56, 9],
-  ["A87", "Dutch: Leningrad, Main Line", "1.d4 f5 2.c4 Nf6 3.g3 g6 4.Bg2 Bg7 5.Nf3", 53, 9],
-  ["D66", "QGD: Orthodox, Main Line", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Rc1 c6 8.Bd3", 63, 9],
-  ["B97", "Sicilian: Najdorf, Poisoned Pawn", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 a6 6.Bg5 e6 7.f4 Qb6", 49, 9],
-  ["D48", "Semi-Slav: Meran, 8...a6", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c6 5.e3 Nbd7 6.Bd3 dxc4 7.Bxc4 b5 8.Bd3 a6", 54, 8],
-  ["D87", "Gruenfeld: Classical Exchange, 8...c5", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.cxd5 Nxd5 5.e4 Nxc3 6.bxc3 Bg7 7.Bc4 O-O 8.Ne2 c5", 54, 8],
-  ["D92", "Gruenfeld: 5.Bf4", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.Bf4", 53, 8],
-  ["A89", "Dutch: Leningrad, Main Line, 7.Nc3 Nc6", "1.d4 f5 2.c4 Nf6 3.g3 g6 4.Bg2 Bg7 5.Nf3 O-O 6.O-O d6 7.Nc3 Nc6", 52, 8],
-  ["C74", "Spanish: Modern Steinitz, 5.c3", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 d6 5.c3", 57, 8],
-  ["C04", "French: Tarrasch, Guimard, 4.Ngf3 Nf6", "1.e4 e6 2.d4 d5 3.Nd2 Nc6 4.Ngf3 Nf6", 56, 8],
-  ["E44", "Nimzo-Indian: Nimzowitsch, 5.Ne2", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 b6 5.Ne2", 54, 8],
-  ["C29", "Vienna Gambit", "1.e4 e5 2.Nc3 Nf6 3.f4 d5", 50, 8],
-  ["B39", "Sicilian: Maroczy Bind, Breyer Variation", "1.e4 c5 2.Nf3 Nc6 3.d4 cxd4 4.Nxd4 g6 5.c4 Bg7 6.Be3 Nf6 7.Nc3 Ng4", 60, 8],
-  ["C31", "KGD: Falkbeer Countergambit", "1.e4 e5 2.f4 d5", 54, 8],
-  ["E56", "Nimzo-Indian: Main Line, 7...Nc6", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 c5 7.O-O Nc6", 53, 8],
-  ["E42", "Nimzo-Indian: 4.e3 c5 5.Ne2", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 c5 5.Ne2", 56, 8],
-  ["C09", "French: Tarrasch, Open, 5.Ngf3 Nc6", "1.e4 e6 2.d4 d5 3.Nd2 c5 4.exd5 exd5 5.Ngf3 Nc6", 59, 8],
-  ["A12", "English: Caro-Kann Defence, 3.b3", "1.c4 c6 2.Nf3 d5 3.b3", 53, 8],
-  ["E16", "Queen's Indian: Capablanca Variation", "1.d4 Nf6 2.c4 e6 3.Nf3 b6 4.g3 Bb7 5.Bg2 Bb4+", 58, 8],
-  ["E74", "King's Indian: Averbakh, 6...c5", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Be2 O-O 6.Bg5 c5", 59, 8],
-  ["D74", "Neo-Gruenfeld, 6.cxd5 Nxd5 7.O-O", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.Nf3 O-O 6.cxd5 Nxd5 7.O-O", 59, 8],
-  ["A54", "Old Indian: 3...e5", "1.d4 Nf6 2.c4 d6 3.Nc3 e5", 54, 8],
-  ["E65", "King's Indian: Fianchetto, Yugoslav, 7.O-O", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3 O-O 6.Bg2 c5 7.O-O", 60, 8],
-  ["C99", "Spanish: Closed, Chigorin, 12...cxd4 13.cxd4", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3 Na5 10.Bc2 c5 11.d4 Qc7 12.Nbd2 cxd4 13.cxd4", 57, 7],
-  ["E95", "King's Indian: 7.O-O Nbd7 8.Re1", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5 7.O-O Nbd7 8.Re1", 55, 7],
-  ["A82", "Dutch: Staunton Gambit", "1.d4 f5 2.e4", 51, 7],
-  ["A00", "Van Kruijs", "1.e3", 43, 7],
-  ["C72", "Spanish: Modern Steinitz, 5.O-O", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 d6 5.O-O", 59, 7],
-  ["C85", "Spanish: Closed, Exchange", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Bxc6", 55, 7],
-  ["A96", "Dutch: Classical", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O 6.O-O d6", 60, 7],
-  ["B73", "Sicilian: Dragon, Classical, 8.O-O", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3 Bg7 7.Be2 Nc6 8.O-O", 46, 7],
-  ["C61", "Spanish: Bird's Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 Nd4", 61, 7],
-  ["D79", "Neo-Gruenfeld, 6.O-O c6 7.cxd5 cxd5", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.Nf3 O-O 6.O-O c6 7.cxd5 cxd5", 55, 7],
-  ["C82", "Spanish: Open, 9.c3", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Nxe4 6.d4 b5 7.Bb3 d5 8.dxe5 Be6 9.c3", 54, 7],
-  ["B59", "Sicilian: Boleslavsky, 7.Nb3", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Be2 e5 7.Nb3", 38, 7],
-  ["E62", "King's Indian: Fianchetto Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3", 58, 7],
-  ["D61", "QGD: Orthodox, Rubinstein Variation", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Qc2", 62, 7],
-  ["B49", "Sicilian: Taimanov, 6.Be3 a6 7.Be2", "1.e4 c5 2.Nf3 e6 3.d4 cxd4 4.Nxd4 Nc6 5.Nc3 Qc7 6.Be3 a6 7.Be2", 47, 7],
-  ["E07", "Catalan: Closed, 6...Nbd7", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 Be7 5.Nf3 O-O 6.O-O Nbd7", 65, 7],
-  ["E39", "Nimzo-Indian: Classical, Pirc Variation", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2 c5 5.dxc5 O-O", 51, 6],
-  ["A73", "Benoni: Classical, 9.O-O", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O 9.O-O", 51, 6],
-  ["E84", "King's Indian: Saemisch, Panno Main Line", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 Nc6 7.Nge2 a6 8.Qd2 Rb8", 55, 6],
-  ["B74", "Sicilian: Dragon, Classical, 9.Nb3", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3 Bg7 7.Be2 Nc6 8.O-O O-O 9.Nb3", 48, 6],
-  ["E19", "Queen's Indian: Old Main Line, 9.Qxc3", "1.d4 Nf6 2.c4 e6 3.Nf3 b6 4.g3 Bb7 5.Bg2 Be7 6.O-O O-O 7.Nc3 Ne4 8.Qc2 Nxc3 9.Qxc3", 54, 6],
-  ["E54", "Nimzo-Indian: Main Line, 7...dxc4", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 c5 7.O-O dxc4 8.Bxc4", 53, 6],
-  ["A67", "Benoni: Four Pawns, Taimanov (Alatortsev) Variation", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.f4 Bg7 8.Bb5+", 59, 6],
-  ["E58", "Nimzo-Indian: Main Line, 8...Bxc3 9.bxc3", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 c5 7.O-O Nc6 8.a3 Bxc3 9.bxc3", 52, 6],
-  ["A86", "Dutch: 2.c4 Nf6 3.g3", "1.d4 f5 2.c4 Nf6 3.g3", 54, 6],
-  ["B86", "Sicilian: Sozin-Scheveningen", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.Bc4", 48, 6],
-  ["D22", "QGA: Alekhine Defence", "1.d4 d5 2.c4 dxc4 3.Nf3 a6", 52, 6],
-  ["D56", "QGD: Lasker Defence", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 h6 7.Bh4 Ne4", 57, 6],
-  ["A26", "English: Closed, 5.d3 d6", "1.c4 e5 2.Nc3 Nc6 3.g3 g6 4.Bg2 Bg7 5.d3 d6", 51, 6],
-  ["A72", "Benoni: Classical, 8.Be2 O-O", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O", 50, 6],
-  ["A00", "Mieses", "1.d3", 46, 6],
-  ["C56", "Two Knights: Classical", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Nf6 4.d4 exd4 5.O-O Nxe4", 45, 5],
-  ["A91", "Dutch: 2.c4 Nf6 3.g3 e6 4.Bg2 Be7", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7", 60, 5],
-  ["D71", "Neo-Gruenfeld, 5.cxd5 Nxd5", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.cxd5 Nxd5", 57, 5],
-  ["C66", "Spanish: Closed Berlin", "1.e4 e5 2.Nf3 Nc6 3.Bb5 Nf6 4.O-O d6", 65, 5],
-  ["A83", "Dutch: Staunton Gambit, Staunton Variation", "1.d4 f5 2.e4 fxe4 3.Nc3 Nf6 4.Bg5", 50, 5],
-  ["D73", "Neo-Gruenfeld, 5.Nf3", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.Nf3", 56, 5],
-  ["C75", "Spanish: Modern Steinitz, 5.c3 Bd7", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 d6 5.c3 Bd7", 55, 5],
-  ["C79", "Spanish: Steinitz Deferred", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O d6", 61, 5],
-  ["B64", "Sicilian: Richter-Rauzer, 7.Qd2 Be7, 9.f4", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6 7.Qd2 Be7 8.O-O-O O-O 9.f4", 56, 5],
-  ["E09", "Catalan: Closed, Main Line", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 Be7 5.Nf3 O-O 6.O-O Nbd7 7.Qc2 c6 8.Nbd2", 65, 5],
-  ["A23", "English: Bremen, Keres System", "1.c4 e5 2.Nc3 Nf6 3.g3 c6", 54, 5],
-  ["E51", "Nimzo-Indian: 4.e3 O-O 5.Nf3 d5", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5", 53, 5],
-  ["D36", "QGD: Exchange, 5.Bg5 c6 6.Qc2", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.cxd5 exd5 5.Bg5 c6 6.Qc2", 61, 5],
-  ["B61", "Sicilian: Richter-Rauzer, Larsen, 7.Qd2", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 Bd7 7.Qd2", 55, 5],
-  ["D67", "QGD: Orthodox, Main Line, Capablanca Freeing Manoevure", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Rc1 c6 8.Bd3 dxc4 9.Bxc4 Nd5", 61, 5],
-  ["D93", "Gruenfeld: 5.Bf4 O-O 6.e3", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.Bf4 O-O 6.e3", 49, 5],
-  ["B82", "Sicilian: Scheveningen, 6.f4", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.f4", 58, 5],
-  ["E08", "Catalan: Closed, 7.Qc2", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 Be7 5.Nf3 O-O 6.O-O Nbd7 7.Qc2", 68, 5],
-  ["C86", "Spanish: Worrall Attack", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Qe2", 57, 5],
-  ["A92", "Dutch: 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O", 59, 5],
-  ["D28", "QGA: Classical, 7.Qe2", "1.d4 d5 2.c4 dxc4 3.Nf3 Nf6 4.e3 e6 5.Bxc4 c5 6.O-O a6 7.Qe2", 54, 4],
-  ["E93", "King's Indian: Petrosian, Main Line", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5 7.d5 Nbd7", 54, 4],
-  ["D83", "Gruenfeld: Gruenfeld Gambit", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Bf4 Bg7 5.e3 O-O", 55, 4],
-  ["C52", "Evans Gambit: 5...Ba5", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Bc5 4.b4 Bxb4 5.c3 Ba5", 55, 4],
-  ["A97", "Dutch: Ilyin-Zhenevsky Variation", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O 6.O-O d6 7.Nc3 Qe8", 60, 4],
-  ["A00", "Anderssen Opening", "1.a3", 49, 4],
-  ["C59", "Two Knights: Morphy, 8.Be2 h6", "1.e4 e5 2.Nf3 Nc6 3.Bc4 Nf6 4.Ng5 d5 5.exd5 Na5 6.Bb5+ c6 7.dxc6 bxc6 8.Be2 h6", 50, 4],
-  ["A77", "Benoni: Classical, Main Line, 10.Nd2", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O 9.O-O Re8 10.Nd2", 55, 4],
-  ["D76", "Neo-Gruenfeld, 6.cxd5 Nxd5 7.O-O Nb6", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.Nf3 O-O 6.cxd5 Nxd5 7.O-O Nb6", 57, 4],
-  ["E25", "Nimzo-Indian: Saemisch, 5...c5 6.f3 d5 7.cxd5", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.a3 Bxc3+ 5.bxc3 c5 6.f3 d5 7.cxd5", 54, 4],
-  ["D59", "QGD: Tartakower, 8.cxd5 Nxd5", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 h6 7.Bh4 b6 8.cxd5 Nxd5", 48, 4],
-  ["E35", "Nimzo-Indian: Classical, Noa, Exchange", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2 d5 5.cxd5 exd5", 56, 4],
-  ["D09", "QGD: Albin, 5.g3", "1.d4 d5 2.c4 e5 3.dxe5 d4 4.Nf3 Nc6 5.g3", 62, 4],
-  ["E33", "Nimzo-Indian: Classical, 4...Nc6", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2 Nc6", 53, 4],
-  ["B71", "Sicilian: Dragon, Levenfish Variation", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.f4", 57, 4],
-  ["E88", "King's Indian: Saemisch, Orthodox, 7.d5 c6", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 e5 7.d5 c6", 56, 4],
-  ["E59", "Nimzo-Indian: Main Line, 9...dxc4 10.Bxc4", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 c5 7.O-O Nc6 8.a3 Bxc3 9.bxc3 dxc4 10.Bxc4", 53, 4],
-  ["A32", "English: Symmetrical, Two Knights, 4...e6", "1.c4 c5 2.Nf3 Nf6 3.d4 cxd4 4.Nxd4 e6", 49, 4],
-  ["C73", "Spanish: Modern Steinitz, Richter Variation", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 d6 5.Bxc6+ bxc6 6.d4", 54, 4],
-  ["E64", "King's Indian: Fianchetto, Yugoslav System", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3 O-O 6.Bg2 c5", 59, 4],
-  ["C87", "Spanish: Averbakh Variation", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 d6", 61, 4],
-  ["E26", "Nimzo-Indian: Saemisch, 5...c5 6.e3", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.a3 Bxc3+ 5.bxc3 c5 6.e3", 49, 4],
-  ["D88", "Gruenfeld: Classical Exchange, Main Line", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.cxd5 Nxd5 5.e4 Nxc3 6.bxc3 Bg7 7.Bc4 O-O 8.Ne2 c5 9.O-O Nc6 10.Be3 cxd4 11.cxd4", 56, 4],
-  ["E66", "King's Indian: Fianchetto, Yugoslav Panno", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.Nf3 d6 5.g3 O-O 6.Bg2 c5 7.O-O Nc6 8.d5", 58, 4],
-  ["A69", "Benoni: Four Pawns, Main Line", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.f4 Bg7 8.Nf3 O-O 9.Be2 Re8", 58, 3],
-  ["C36", "KGA: Scandinavian (Abbazia) Variation", "1.e4 e5 2.f4 exf4 3.Nf3 d5", 52, 3],
-  ["A64", "Benoni: Fianchetto, 11...Re8", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.Nf3 g6 7.g3 Bg7 8.Bg2 O-O 9.O-O Nbd7 10.Nd2 a6 11.a4 Re8", 46, 3],
-  ["E36", "Nimzo-Indian: Classical, Noa, 5.a3", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2 d5 5.a3", 55, 3],
-  ["A76", "Benoni: Classical, Main Line", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O 9.O-O Re8", 50, 3],
-  ["C93", "Spanish: Closed, Smyslov Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3 h6", 56, 3],
-  ["A19", "English: Mikenas, Sicilian Variation", "1.c4 Nf6 2.Nc3 e6 3.e4 c5", 54, 3],
-  ["E45", "Nimzo-Indian: Nimzowitsch, 5.Ne2 Ba6", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 b6 5.Ne2 Ba6", 52, 3],
-  ["E86", "King's Indian: Saemisch, Orthodox, 7.Nge2 c6", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 e5 7.Nge2 c6", 59, 3],
-  ["C83", "Spanish: Open, Classical Defence", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Nxe4 6.d4 b5 7.Bb3 d5 8.dxe5 Be6 9.c3 Be7", 56, 3],
-  ["B68", "Sicilian: Richter-Rauzer, 7...a6, 9.f4 Be7", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6 7.Qd2 a6 8.O-O-O Bd7 9.f4 Be7", 55, 3],
-  ["C98", "Spanish: Closed, Chigorin, 12...Nc6", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Be7 6.Re1 b5 7.Bb3 O-O 8.c3 d6 9.h3 Na5 10.Bc2 c5 11.d4 Qc7 12.Nbd2 Nc6", 56, 3],
-  ["E55", "Nimzo-Indian: Main Line, Bronstein Variation", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 c5 7.O-O dxc4 8.Bxc4 Nbd7", 50, 3],
-  ["E52", "Nimzo-Indian: Main Line, 6...b6", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 b6", 52, 3],
-  ["E50", "Nimzo-Indian: 4.e3 O-O 5.Nf3", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3", 51, 3],
-  ["C39", "KGA: 3.Nf3 g5 4.h4", "1.e4 e5 2.f4 exf4 3.Nf3 g5 4.h4", 50, 3],
-  ["D68", "QGD: Orthodox, Classical Variation", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Rc1 c6 8.Bd3 dxc4 9.Bxc4 Nd5 10.Bxe7 Qxe7 11.O-O Nxc3 12.Rxc3 e5", 60, 3],
-  ["E22", "Nimzo-Indian: Spielmann Variation", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qb3", 52, 3],
-  ["B65", "Sicilian: Richter-Rauzer, 7...Be7, 9.f4 Nxd4", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6 7.Qd2 Be7 8.O-O-O O-O 9.f4 Nxd4", 56, 3],
-  ["D70", "Neo-Gruenfeld: 3.f3 d5", "1.d4 Nf6 2.c4 g6 3.f3 d5", 62, 2],
-  ["C76", "Spanish: Modern Steinitz, Bronstein Variation", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 d6 5.c3 Bd7 6.d4 g6", 56, 2],
-  ["E82", "King's Indian: Saemisch, Fianchetto", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 b6", 54, 2],
-  ["D89", "Gruenfeld: Classical Exchange, Main Line, 13.Bd3", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.cxd5 Nxd5 5.e4 Nxc3 6.bxc3 Bg7 7.Bc4 O-O 8.Ne2 c5 9.O-O Nc6 10.Be3 cxd4 11.cxd4 Bg4 12.f3 Na5 13.Bd3 Be6", 52, 2],
-  ["A00", "Grob", "1.g4", 46, 2],
-  ["C81", "Spanish: Open, Keres Attack", "1.e4 e5 2.Nf3 Nc6 3.Bb5 a6 4.Ba4 Nf6 5.O-O Nxe4 6.d4 b5 7.Bb3 d5 8.dxe5 Be6 9.Qe2", 59, 2],
-  ["D49", "Semi-Slav: Meran, Blumenfeld Variation", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c6 5.e3 Nbd7 6.Bd3 dxc4 7.Bxc4 b5 8.Bd3 a6 9.e4 c5 10.e5 cxd4 11.Nxb5", 58, 2],
-  ["A00", "Saragossa", "1.c3", 47, 2],
-  ["E99", "King's Indian: Mar del Plata, 10.f3 f5", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5 7.O-O Nc6 8.d5 Ne7 9.Ne1 Nd7 10.f3 f5", 56, 2],
-  ["C27", "Vienna: 3.Bc4 Nxe4", "1.e4 e5 2.Nc3 Nf6 3.Bc4 Nxe4", 48, 2],
-  ["C35", "KGA: Cunningham Defence", "1.e4 e5 2.f4 exf4 3.Nf3 Be7", 53, 2],
-  ["E77", "King's Indian: Four Pawns Attack, 6.Be2", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f4 O-O 6.Be2", 52, 2],
-  ["D29", "QGA: Classical, 8...Bb7", "1.d4 d5 2.c4 dxc4 3.Nf3 Nf6 4.e3 e6 5.Bxc4 c5 6.O-O a6 7.Qe2 b5 8.Bb3 Bb7", 50, 2],
-  ["D72", "Neo-Gruenfeld, 5.cxd5 Nxd5 6.e4 Nb6 7.Ne2", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.cxd5 Nxd5 6.e4 Nb6 7.Ne2", 62, 2],
-  ["A95", "Dutch: Stonewall, 7.Nc3 c6", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O 6.O-O d5 7.Nc3 c6", 57, 2],
-  ["B79", "Sicilian: Dragon, Yugoslav, Old Main Line, 12.h4", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 g6 6.Be3 Bg7 7.f3 O-O 8.Qd2 Nc6 9.Bc4 Bd7 10.O-O-O Qa5 11.Bb3 Rfc8 12.h4", 61, 2],
-  ["E13", "Queen's Indian: 5.Bg5 h6 6.Bh4 Bb4", "1.d4 Nf6 2.c4 e6 3.Nf3 b6 4.Nc3 Bb7 5.Bg5 h6 6.Bh4 Bb4", 52, 2],
-  ["A68", "Benoni: Four Pawns, 8.Nf3 O-O", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.f4 Bg7 8.Nf3 O-O", 49, 2],
-  ["D42", "QGD: Semi-Tarrasch, 6.e3 Nc6 7.Bd3", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 c5 5.cxd5 Nxd5 6.e3 Nc6 7.Bd3", 60, 2],
-  ["A78", "Benoni: Classical, Main Line, 10.Nd2 Na6", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O 9.O-O Re8 10.Nd2 Na6", 53, 2],
-  ["D95", "Gruenfeld: 5.e3 O-O 6.Qb3", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.e3 O-O 6.Qb3", 55, 2],
-  ["A59", "Benko Gambit: 7.e4", "1.d4 Nf6 2.c4 c5 3.d5 b5 4.cxb5 a6 5.bxa6 Bxa6 6.Nc3 d6 7.e4", 53, 2],
-  ["D64", "QGD: Orthodox, Rubinstein Attack", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Rc1 c6 8.Qc2", 65, 2],
-  ["D98", "Gruenfeld: Russian, Smyslov Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.Qb3 dxc4 6.Qxc4 O-O 7.e4 Bg4", 54, 2],
-  ["E49", "Nimzo-Indian: Botvinnik System", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Bd3 d5 6.a3 Bxc3+ 7.bxc3", 52, 2],
-  ["E29", "Nimzo-Indian: Saemisch, 5...O-O 6.e3 c5 7.Bd3 Nc6", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.a3 Bxc3+ 5.bxc3 O-O 6.e3 c5 7.Bd3 Nc6", 47, 2],
-  ["E37", "Nimzo-Indian: Classical, Noa, Main Line, 7.Qc2", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qc2 d5 5.a3 Bxc3+ 6.Qxc3 Ne4 7.Qc2", 58, 2],
-  ["A71", "Benoni: Classical, 8.Bg5", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Bg5", 60, 2],
-  ["E75", "King's Indian: Averbakh, 7.d5 e6", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Be2 O-O 6.Bg5 c5 7.d5 e6", 56, 2],
-  ["D39", "QGD: Ragozin, Vienna Variation", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Nf3 Bb4 5.Bg5 dxc4", 49, 2],
-  ["A74", "Benoni: Classical, 9.O-O a6 10.a4", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O 9.O-O a6 10.a4", 53, 2],
-  ["A93", "Dutch: Stonewall, Botvinnik Variation", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O 6.O-O d5 7.b3", 66, 2],
-  ["E72", "King's Indian: 4.e4 d6 5.g3", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.g3", 55, 2],
-  ["E02", "Catalan: Open, 5.Qa4+", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 dxc4 5.Qa4+", 51, 2],
-  ["A24", "English: Bremen, 3...g6", "1.c4 e5 2.Nc3 Nf6 3.g3 g6", 57, 1],
-  ["B55", "Sicilian: Prins, Venice Attack", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.f3 e5 6.Bb5+", 55, 1],
-  ["D81", "Gruenfeld: Early Russian Variation", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Qb3", 56, 1],
-  ["A75", "Benoni: Classical, 9.O-O a6 10.a4 Bg4", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O 9.O-O a6 10.a4 Bg4", 50, 1],
-  ["D54", "QGD: Anti-Neo-Orthodox Variation", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Rc1", 64, 1],
-  ["E31", "Nimzo-Indian: Leningrad, Main Line", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Bg5 h6 5.Bh4 c5 6.d5 d6", 48, 1],
-  ["A99", "Dutch: Ilyin-Zhenevsky, 8.b3", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O 6.O-O d6 7.Nc3 Qe8 8.b3", 67, 1],
-  ["E05", "Catalan: Open, Classical", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 dxc4 5.Nf3 Be7", 65, 1],
-  ["E27", "Nimzo-Indian: Saemisch, 5...O-O", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.a3 Bxc3+ 5.bxc3 O-O", 47, 1],
-  ["E28", "Nimzo-Indian: Saemisch, 5...O-O 6.e3", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.a3 Bxc3+ 5.bxc3 O-O 6.e3", 50, 1],
-  ["A94", "Dutch: Stonewall, Botvinnik, 8.Ba3", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O 6.O-O d5 7.b3 c6 8.Ba3", 65, 1],
-  ["C32", "KGD: Falkbeer, 5.dxe4", "1.e4 e5 2.f4 d5 3.exd5 e4 4.d3 Nf6 5.dxe4", 64, 1],
-  ["A79", "Benoni: Classical, Main Line, 10.Nd2 Na6 11.f3", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.e4 g6 7.Nf3 Bg7 8.Be2 O-O 9.O-O Re8 10.Nd2 Na6 11.f3", 57, 1],
-  ["B69", "Sicilian: Richter-Rauzer, 7...a6, 9.f4 Be7 10.Nf3 b5 11.Bxf6", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 Nc6 6.Bg5 e6 7.Qd2 a6 8.O-O-O Bd7 9.f4 Be7 10.Nf3 b5 11.Bxf6", 58, 1],
-  ["E96", "King's Indian: 7.O-O Nbd7, Old Main Line", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.Nf3 O-O 6.Be2 e5 7.O-O Nbd7 8.Re1 c6 9.Bf1 a5", 55, 1],
-  ["D69", "QGD: Orthodox, Classical, 13.dxe5", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Rc1 c6 8.Bd3 dxc4 9.Bxc4 Nd5 10.Bxe7 Qxe7 11.O-O Nxc3 12.Rxc3 e5 13.dxe5 Nxe5 14.Nxe5 Qxe5", 57, 1],
-  ["D57", "QGD: Lasker Defence, Main Line", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 h6 7.Bh4 Ne4 8.Bxe7 Qxe7 9.cxd5 Nxc3 10.bxc3", 57, 1],
-  ["D62", "QGD: Orthodox, Rubinstein, 7.Qc2 c5 8.cxd5", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Qc2 c5 8.cxd5", 57, 1],
-  ["A98", "Dutch: Ilyin-Zhenevsky, 8.Qc2", "1.d4 f5 2.c4 Nf6 3.g3 e6 4.Bg2 Be7 5.Nf3 O-O 6.O-O d6 7.Nc3 Qe8 8.Qc2", 59, 1],
-  ["D75", "Neo-Gruenfeld, 6.cxd5 Nxd5 7.O-O c5 8.Nc3", "1.d4 Nf6 2.c4 g6 3.g3 d5 4.Bg2 Bg7 5.Nf3 O-O 6.cxd5 Nxd5 7.O-O c5 8.Nc3", 54, 1],
-  ["D84", "Gruenfeld: Gruenfeld Gambit Accepted", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Bf4 Bg7 5.e3 O-O 6.cxd5 Nxd5 7.Nxd5 Qxd5 8.Bxc7", 55, 1],
-  ["C38", "KGA: 3.Nf3 g5 4.Bc4 Bg7", "1.e4 e5 2.f4 exf4 3.Nf3 g5 4.Bc4 Bg7", 46, 1],
-  ["E78", "King's Indian: Four Pawns Attack, 7.Nf3", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f4 O-O 6.Be2 c5 7.Nf3", 58, 1],
-  ["A63", "Benoni: Fianchetto, 9...Nbd7", "1.d4 Nf6 2.c4 c5 3.d5 e6 4.Nc3 exd5 5.cxd5 d6 6.Nf3 g6 7.g3 Bg7 8.Bg2 O-O 9.O-O Nbd7", 46, 1],
-  ["E23", "Nimzo-Indian: Spielmann, 4...c5 5.dxc5 Nc6", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.Qb3 c5 5.dxc5 Nc6", 56, 1],
-  ["E79", "King's Indian: Four Pawns Attack, Main Line", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f4 O-O 6.Be2 c5 7.Nf3 cxd4 8.Nxd4 Nc6 9.Be3", 59, 1],
-  ["B85", "Sicilian: Scheveningen, Classical, 7�Qc7 8.f4 Nc6", "1.e4 c5 2.Nf3 d6 3.d4 cxd4 4.Nxd4 Nf6 5.Nc3 e6 6.Be2 a6 7.O-O Qc7 8.f4 Nc6", 57, 1],
-  ["E89", "King's Indian: Saemisch, Orthodox Main Line", "1.d4 Nf6 2.c4 g6 3.Nc3 Bg7 4.e4 d6 5.f3 O-O 6.Be3 e5 7.d5 c6 8.Nge2 cxd5", 53, 1],
-  ["D99", "Gruenfeld: Russian, Smyslov, Main Line", "1.d4 Nf6 2.c4 g6 3.Nc3 d5 4.Nf3 Bg7 5.Qb3 dxc4 6.Qxc4 O-O 7.e4 Bg4 8.Be3 Nfd7 9.Qb3", 57, 1],
-  ["A00", "Clemenz Opening", "1.h3", 45, 1],
-  ["A00", "Kadas Opening", "1.h4", 46, 1],
-  ["A00", "Amar/Paris Opening", "1.Nh3", 43, 0],
-  ["A00", "Barnes Opening", "1.f3", 43, 0],
-  ["A00", "Ware Opening", "1.a4", 48, 0],
-  ["E03", "Catalan: Open, Alekhine Variation", "1.d4 Nf6 2.c4 e6 3.g3 d5 4.Bg2 dxc4 5.Qa4+ Nbd7 6.Qxc4 a6 7.Qc2", 54, 0],
-  ["D65", "QGD: Orthodox, Rubinstein Attack, 9.cxd5", "1.d4 d5 2.c4 e6 3.Nc3 Nf6 4.Bg5 Be7 5.e3 O-O 6.Nf3 Nbd7 7.Rc1 c6 8.Qc2 a6 9.cxd5", 60, 0],
-  ["C37", "KGA: Quaade Gambit", "1.e4 e5 2.f4 exf4 3.Nf3 g5 4.Nc3", 53, 0],
-  ["E57", "Nimzo-Indian: Main Line, 8...dxc4 9.Bxc4 cxd4", "1.d4 Nf6 2.c4 e6 3.Nc3 Bb4 4.e3 O-O 5.Nf3 d5 6.Bd3 c5 7.O-O Nc6 8.a3 dxc4 9.Bxc4 cxd4", 71, 0],
-  ["A00", "Durkin", "1.Na3", 54, 0]
-]
-
-_staticEvalData = (function() {
-  var data = [],
-    curindex = null;
-  data.push({
-    "name": "Main evaluation",
-    "group": "",
-    "text": "<b>$</b>. An evaluation function is used to heuristically determine the relative value of a positions used in general case when no specialized evaluation or tablebase evaluation is available. In Stockfish it is never applied for positions where king of either side is in check. Resulting value is computed by combining [[Middle game evaluation]] and [[End game evaluation]]. We use <a class=\"external\" href=\"https://www.chessprogramming.org/Tapered_Eval\">Tapered Eval</a>, a technique used in evaluation to make a smooth transition between the phases of the game. [[Phase]] is a coeficient of simple linear combination. Before using  [[End game evaluation]] in this formula we also scale it down using [[Scale factor]].",
-    "code": "function $$(pos) {\n  var mg = $middle_game_evaluation(pos);\n  var eg = $end_game_evaluation(pos);\n  var p = $phase(pos), t = $tempo(pos);\n  eg = eg * $scale_factor(pos, eg) / 64;\n  return ((((mg * p + eg * (128 - p)) << 0) / 128) << 0) + t;\n}",
-    "links": [
-      ["https://www.chessprogramming.org/Evaluation", "Evaluation in cpw"],
-      ["https://www.chessprogramming.org/Tapered_Eval", "Tapered Eval in cpw"],
-      ["https://www.chessprogramming.org/Game_Phases", "Game Phases in cpw"],
-      ["https://www.chessprogramming.org/Tempo", "Tempo in cpw"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false
-  });
-  data.push({
-    "name": "Isolated",
-    "group": "Pawns",
-    "text": "<b>$</b> checks if pawn is isolated. In chess, an isolated pawn is a pawn which has no friendly pawn on an adjacent file.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  for (var y = 0 ; y < 8; y++) {\n    if (board(pos, square.x - 1, y) == \"P\") return 0;\n    if (board(pos, square.x + 1, y) == \"P\") return 0;\n  }\n  return 1;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Isolated_pawn", "Isolated pawn"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "14.8",
-      "error": "4.2",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7b374d0ebc5902971a9a58"
-    }
-  });
-  data.push({
-    "name": "Opposed",
-    "group": "Pawns",
-    "text": "<b>$</b> flag is set if there is opponent opposing pawn on the same file to prevent it from advancing.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  for (var y = 0; y < square.y; y++) {\n    if (board(pos, square.x, y) == \"p\") return 1;\n  }\n  return 0;\n}",
-    "links": [
-      ["https://www.chessprogramming.org/Evaluation", "Evaluation"],
-      ["https://www.chessprogramming.org/Tapered_Eval", "Tapered Eval"],
-      ["https://www.chessprogramming.org/Game_Phases", "Game Phases"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Rank",
-    "group": "Helpers",
-    "text": "<b>$</b> calculates rank of square.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return 8 - square.y;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 2,
-    "highlight": 0,
-    "forwhite": true
-  });
-  data.push({
-    "name": "File",
-    "group": "Helpers",
-    "text": "<b>$</b> calculates file of square.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return 1 + square.x;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 2,
-    "highlight": 0,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Phalanx",
-    "group": "Pawns",
-    "text": "<b>$</b> flag is set if there is friendly pawn on adjacent file and same rank.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  if (board(pos, square.x - 1, square.y) == \"P\") return 1;\n  if (board(pos, square.x + 1, square.y) == \"P\") return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Supported",
-    "group": "Pawns",
-    "text": "<b>$</b> counts number of pawns supporting this pawn.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  return (board(pos, square.x - 1, square.y + 1) == \"P\" ? 1 : 0)\n       + (board(pos, square.x + 1, square.y + 1) == \"P\" ? 1 : 0);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Backward",
-    "group": "Pawns",
-    "text": "A pawn is <b>$</b> when it is behind all pawns of the same color on the adjacent files and cannot be safely advanced.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  for (var y = square.y; y < 8; y++) {\n    if (board(pos, square.x - 1, y) == \"P\"\n     || board(pos, square.x + 1, y) == \"P\") return 0;\n  }\n  if ($isolated(pos, square)) return 0;\n  if (board(pos, square.x - 1, square.y - 2) == \"p\"\n   || board(pos, square.x + 1, square.y - 2) == \"p\"\n   || board(pos, square.x    , square.y - 1) == \"p\") return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Doubled",
-    "group": "Pawns",
-    "text": "<b>$</b> checks if pawn is doubled. In chess, an doubled pawn is a pawn which has another friendly pawn on same file but in Stockfish we attach doubled pawn penalty only for pawn which has another friendly pawn on square directly behind that pawn and is not supported.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  if (board(pos, square.x, square.y + 1) != \"P\") return 0;\n  if (board(pos, square.x - 1, square.y + 1) == \"P\") return 0;\n  if (board(pos, square.x + 1, square.y + 1) == \"P\") return 0;\n  return 1;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Doubled_pawn", "Doubled pawn"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "2.25",
-      "error": "2.9",
-      "link": "http://tests.stockfishchess.org/tests/view/5acf80740ebc59547e5380fe"
-    }
-  });
-  data.push({
-    "name": "Connected",
-    "group": "Pawns",
-    "text": "<b>$</b> checks if pawn is [[Supported]] or [[Phalanx]].",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($supported(pos, square) || $phalanx(pos, square)) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "29.34",
-      "error": "4.4",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7a1ab60ebc5902971a99ed"
-    }
-  });
-  data.push({
-    "name": "Middle game evaluation",
-    "group": "",
-    "text": "<b>$</b>. Evaluates position for the middlegame and the opening phases.",
-    "code": "function $$(pos) {\n  var v = 0;\n  v += $piece_value_mg(pos) - $piece_value_mg(colorflip(pos));\n  v += $psqt_mg(pos) - $psqt_mg(colorflip(pos));\n  v += $imbalance_total(pos);\n  v += $pawns_mg(pos) - $pawns_mg(colorflip(pos));\n  v += $pieces_mg(pos) - $pieces_mg(colorflip(pos));\n  v += $mobility_mg(pos) - $mobility_mg(colorflip(pos));\n  v += $threats_mg(pos) - $threats_mg(colorflip(pos));\n  v += $passed_mg(pos) - $passed_mg(colorflip(pos));\n  v += $space(pos) - $space(colorflip(pos));\n  v += $king_mg(pos) - $king_mg(colorflip(pos));\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false
-  });
-  data.push({
-    "name": "End game evaluation",
-    "group": "",
-    "text": "<b>$</b>. Evaluates position for the endgame phase.",
-    "code": "function $$(pos, noinitiative) {\n  var v = 0;\n  v += $piece_value_eg(pos) - $piece_value_eg(colorflip(pos));\n  v += $psqt_eg(pos) - $psqt_eg(colorflip(pos));\n  v += $imbalance_total(pos);\n  v += $pawns_eg(pos) - $pawns_eg(colorflip(pos));\n  v += $pieces_eg(pos) - $pieces_eg(colorflip(pos));\n  v += $mobility_eg(pos) - $mobility_eg(colorflip(pos));\n  v += $threats_eg(pos) - $threats_eg(colorflip(pos));\n  v += $passed_eg(pos) - $passed_eg(colorflip(pos));\n  v += $king_eg(pos) - $king_eg(colorflip(pos));\n  if (!noinitiative) v += $initiative_total(pos, v);\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false,
-    "graph": false
-  });
-  data.push({
-    "name": "Scale factor",
-    "group": "",
-    "text": "<b>$</b>. The scale factors are used to scale the endgame evaluation score down.",
-    "code": "function $$(pos, eg) {\n  if (eg == null) eg = $end_game_evaluation(pos);\n  var pos_w = eg > 0 ? pos : colorflip(pos);\n  var pos_b = eg > 0 ? colorflip(pos) : pos;\n  var sf = 64;\n  var pc_w = $pawn_count(pos_w);\n  var pc_b = $pawn_count(pos_b);\n  var npm_w = $non_pawn_material(pos_w);\n  var npm_b = $non_pawn_material(pos_b);\n  var bishopValueMg = 830, bishopValueEg = 918, rookValueMg = 1289;\n  if (pc_w == 0 && npm_w - npm_b <= bishopValueMg) sf = npm_w < rookValueMg ? 0 : npm_b <= bishopValueMg ? 4 : 14;\n  if (sf == 64) {\n    var ob = $opposite_bishops(pos);\n    if (ob && npm_w == bishopValueMg && npm_b == bishopValueMg) {\n      sf = 16 + 4 * ($candidate_passed(pos) + $candidate_passed(colorflip(pos)));\n    } else {\n      sf = Math.min(40 + (ob ? 2 : 7) * pc_w, sf);\n    }\n  }\n  return sf;\n}",
-    "links": [
-      ["https://www.chessprogramming.org/Bishops_of_Opposite_Colors", "Bishops of Opposite Colors in cpw"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Phase",
-    "group": "",
-    "text": "<b>$</b>. We define phase value for tapered eval based on the amount of non-pawn material on the board.",
-    "code": "function $$(pos) {\n  var midgameLimit = 15258, endgameLimit  = 3915;\n  var npm = $non_pawn_material(pos) + $non_pawn_material(colorflip(pos));\n  npm = Math.max(endgameLimit, Math.min(npm, midgameLimit));\n  return (((npm - endgameLimit) * 128) / (midgameLimit - endgameLimit)) << 0;\n}",
-    "links": [
-      ["https://www.chessprogramming.org/Game_Phases", "Game Phases in cpw"],
-      ["https://www.chessprogramming.org/Tapered_Eval", "Tapered Eval in cpw"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false
-  });
-  data.push({
-    "name": "Imbalance",
-    "group": "Imbalance",
-    "text": "<b>$</b> calculates the imbalance by comparing the piece count of each piece type for both colors. Evaluate the material imbalance. We use a place holder for the bishop pair \"extended piece\", which allows us to be more flexible in defining bishop pair bonuses.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var qo = [[0],[40,38],[32,255,-62],[0,104,4,0],[-26,-2,47,105,-208],[-189,24,117,133,-134,-6]];\n  var qt = [[0],[36,0],[9,63,0],[59,65,42,0],[46,39,24,-24,0],[97,100,-42,137,268,0]];\n  var j = \"XPNBRQxpnbrq\".indexOf(board(pos, square.x, square.y));\n  if (j < 0 || j > 5) return 0;\n  var bishop = [0, 0], v = 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      var i = \"XPNBRQxpnbrq\".indexOf(board(pos, x, y));\n      if (i < 0) continue;\n      if (i == 9) bishop[0]++;\n      if (i == 3) bishop[1]++;\n      if (i % 6 > j) continue;\n      if (i > 5) v += qt[j][i-6];\n            else v += qo[j][i];\n    }\n  }\n  if (bishop[0] > 1) v += qt[j][0];\n  if (bishop[1] > 1) v += qo[j][0];\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Bishop count",
-    "group": "Helpers",
-    "text": "<b>$</b> counts number of our bishops.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) == \"B\") return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Bishop pair",
-    "group": "Imbalance",
-    "text": "<b>$</b>. The player with two bishops is said to have the bishop pair.",
-    "code": "function $$(pos, square) {\n  if ($bishop_count(pos) < 2) return 0;\n  if (square == null) return 1438;\n  return board(pos, square.x, square.y) == \"B\" ? 1 : 0;\n}",
-    "links": [
-      ["https://www.chessprogramming.org/Bishop_Pair", "Bishop Pair on cpw"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Pinned direction",
-    "group": "Attack",
-    "text": "<b>$</b>. Helper function for detecting blockers for king. For our pinned pieces result is positive for enemy blockers negative and value encodes direction of pin. 1 - horizontal, 2 - topleft to bottomright, 3 - vertical, 4 - topright to bottomleft",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"PNBRQK\".indexOf(board(pos, square.x, square.y).toUpperCase()) < 0) return 0;\n  var color = 1;\n  if (\"PNBRQK\".indexOf(board(pos, square.x, square.y)) < 0) color = -1;\n  for (var i = 0; i < 8; i++) {\n    var ix = (i + (i > 3)) % 3 - 1;\n    var iy = (((i + (i > 3)) / 3) << 0) - 1;\n    var king = false;\n    for (var d = 1; d < 8; d++) {\n      var b = board(pos, square.x + d * ix, square.y + d * iy);\n      if (b == \"K\") king = true;\n      if (b != \"-\") break;\n    }\n    if (king) {\n      for (var d = 1; d < 8; d++) {\n        var b = board(pos, square.x - d * ix, square.y - d * iy);\n        if (b == \"q\"\n         || b == \"b\" && ix * iy != 0\n         || b == \"r\" && ix * iy == 0) return Math.abs(ix + iy * 3) * color;\n        if (b != \"-\") break;\n      }\n    }\n  }\n  return 0;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Pin_(chess)", "Pin in wikipedia"],
-      ["https://www.chessprogramming.org/Pin", "Pin in cpw"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Mobility",
-    "group": "Mobility",
-    "text": "<b>$</b>. Number of attacked squares in the [[Mobility area]]. For queen squares defended by opponent knight, bishop or rook are ignored. For minor pieces squares occupied by our  queen are ignored.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;  \n  var b = board(pos, square.x, square.y);\n  if (\"NBRQ\".indexOf(b) < 0) return 0;\n  for (var x = 0; x < 8; x++) {\n    for(var y = 0; y < 8; y++) {\n      var s2 = {x:x, y:y};\n      if (!$mobility_area(pos, s2)) continue;\n      if (b == \"N\" && $knight_attack(pos, s2, square) && board(pos, x, y) != 'Q') v++;\n      if (b == \"B\" && $bishop_xray_attack(pos, s2, square) && board(pos, x, y) != 'Q') v++;\n      if (b == \"R\" && $rook_xray_attack(pos, s2, square)) v++;\n      if (b == \"Q\" && $queen_attack(pos, s2, square)) v++;\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Mobility area",
-    "group": "Mobility",
-    "text": "<b>$</b>. Do not include in mobility area squares protected by enemy pawns, or occupied by our blocked pawns or king. Pawns blocked or on ranks 2 and 3 will be excluded from the mobility area.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) == \"K\") return 0;\n  if (board(pos, square.x, square.y) == \"Q\") return 0;\n  if (board(pos, square.x - 1, square.y - 1) == \"p\") return 0;\n  if (board(pos, square.x + 1, square.y - 1) == \"p\") return 0;\n  if (board(pos, square.x, square.y) == \"P\" &&\n     ($rank(pos, square) < 4 || board(pos, square.x, square.y - 1) != \"-\")) return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Mobility bonus",
-    "group": "Mobility",
-    "text": "<b>$</b> attach bonuses for middlegame and endgame by piece type and [[Mobility]].",
-    "code": "function $$(pos, square, mg) {\n  if (square == null) return sum(pos, $$, mg);\n  var bonus = mg ? [\n    [-62,-53,-12,-4,3,13,22,28,33],\n    [-48,-20,16,26,38,51,55,63,63,68,81,81,91,98],\n    [-58,-27,-15,-10,-5,-2,9,16,30,29,32,38,46,48,58],\n    [-39,-21,3,3,14,22,28,41,43,48,56,60,60,66,67,70,71,73,79,88,88,99,102,102,106,109,113,116]\n  ] : [\n    [-81,-56,-30,-14,8,15,23,27,33],\n    [-59,-23,-3,13,24,42,54,57,65,73,78,86,88,97],\n    [-76,-18,28,55,69,82,112,118,132,142,155,165,166,169,171],\n    [-36,-15,8,18,34,54,61,73,79,92,94,104,113,120,123,126,133,136,140,143,148,166,170,175,184,191,206,212]\n  ];\n  var i = \"NBRQ\".indexOf(board(pos, square.x, square.y));\n  if (i < 0) return 0;\n  return bonus[i][$mobility(pos, square)];\n}",
-    "links": [],
-    "eval": false,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Knight attack",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by knight.",
-    "code": "function $$(pos, square, s2) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  for (var i = 0; i < 8; i++) {\n    var ix = ((i > 3) + 1) * (((i % 4) > 1) * 2 - 1);\n    var iy = (2 - (i > 3)) * ((i % 2 == 0) * 2 - 1);\n    var b = board(pos, square.x + ix, square.y + iy);\n    if (b == \"N\"\n    && (s2 == null || s2.x == square.x + ix && s2.y == square.y + iy)\n    && !$pinned(pos, {x:square.x + ix, y:square.y + iy})) v++;\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Bishop xray attack",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by bishop. Includes x-ray attack through queens.",
-    "code": "function $$(pos, square, s2) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  for (var i = 0; i < 4; i++) {\n    var ix = ((i > 1) * 2 - 1);\n    var iy = ((i % 2 == 0) * 2 - 1);\n    for (var d = 1; d < 8; d++) {\n      var b = board(pos, square.x + d * ix, square.y + d * iy);\n      if (b == \"B\"\n      && (s2 == null || s2.x == square.x + d * ix && s2.y == square.y + d * iy)) {\n        var dir = $pinned_direction(pos, {x:square.x+d*ix, y:square.y+d*iy});\n        if (dir == 0 || Math.abs(ix+iy*3) == dir) v++;\n      }\n      if (b != \"-\" && b != \"Q\" && b != \"q\") break;\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Rook xray attack",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by rook. Includes x-ray attack through queens and our rook.",
-    "code": "function $$(pos, square, s2) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  for (var i = 0; i < 4; i++) {\n    var ix = (i == 0 ? -1 : i == 1 ? 1 : 0);\n    var iy = (i == 2 ? -1 : i == 3 ? 1 : 0);\n    for (var d = 1; d < 8; d++) {\n      var b = board(pos, square.x + d * ix, square.y + d * iy);\n      if (b == \"R\"\n      && (s2 == null || s2.x == square.x + d * ix && s2.y == square.y + d * iy)) {\n        var dir = $pinned_direction(pos, {x:square.x+d*ix, y:square.y+d*iy});\n        if (dir == 0 || Math.abs(ix+iy*3) == dir) v++;\n      }\n      if (b != \"-\" && b != \"R\" && b != \"Q\" && b != \"q\") break;\n    }\n  }\n\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Queen attack",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by queen.",
-    "code": "function $$(pos, square, s2) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  for (var i = 0; i < 8; i++) {\n    var ix = (i + (i > 3)) % 3 - 1;\n    var iy = (((i + (i > 3)) / 3) << 0) - 1;\n    for (var d = 1; d < 8; d++) {\n      var b = board(pos, square.x + d * ix, square.y + d * iy);\n      if (b == \"Q\"\n      && (s2 == null || s2.x == square.x + d * ix && s2.y == square.y + d * iy)) {\n        var dir = $pinned_direction(pos, {x:square.x+d*ix, y:square.y+d*iy});\n        if (dir == 0 || Math.abs(ix+iy*3) == dir) v++;\n      }\n      if (b != \"-\") break;\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Outpost",
-    "group": "Pieces",
-    "text": "<b>$</b>. Outpost for knight or bishop.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"N\"\n   && board(pos, square.x, square.y) != \"B\") return 0;\n  if (!$outpost_square(pos, square)) return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Outpost square",
-    "group": "Pieces",
-    "text": "<b>$</b>. Outpost squares for knight or bishop.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($rank(pos, square) < 4 || $rank(pos, square) > 6) return 0;\n  if (board(pos, square.x - 1, square.y + 1) != \"P\"\n   && board(pos, square.x + 1, square.y + 1) != \"P\") return 0;\n  for (var y = 0; y < square.y; y++) {\n    if (board(pos, square.x - 1, y) == \"p\") return 0;\n    if (board(pos, square.x + 1, y) == \"p\") return 0;\n  }\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Reachable outpost",
-    "group": "Pieces",
-    "text": "<b>$</b>. Knights and bishops which can reach an outpost square in one move.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"B\"\n   && board(pos, square.x, square.y) != \"N\") return 0;\n  var v = 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 2; y < 5; y++) {\n      if ((board(pos, square.x, square.y) == \"N\"\n        && \"PNBRQK\".indexOf(board(pos, x, y)) < 0\n        && $knight_attack(pos, {x:x,y:y}, square)\n        && $outpost_square(pos, {x:x,y:y}))\n       || (board(pos, square.x, square.y) == \"B\"\n        && \"PNBRQK\".indexOf(board(pos, x, y)) < 0\n        && $bishop_xray_attack(pos, {x:x,y:y}, square)\n        && $outpost_square(pos, {x:x,y:y}))) {\n        var support = board(pos, x - 1, y + 1) == \"P\" || board(pos, x + 1, y + 1) == \"P\" ? 2 : 1;\n        v = Math.max(v, support);\n      }\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Minor behind pawn",
-    "group": "Pieces",
-    "text": "<b>$</b>. Knight or bishop when behind a pawn.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"B\"\n   && board(pos, square.x, square.y) != \"N\") return 0;\n  if (board(pos, square.x, square.y - 1).toUpperCase() != \"P\") return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "-0.35",
-      "error": "4.5",
-      "link": "http://tests.stockfishchess.org/tests/view/5a723b850ebc590f2c86e9e5"
-    }
-  });
-  data.push({
-    "name": "Bishop pawns",
-    "group": "Pieces",
-    "text": "<b>$</b>. Number of pawns on the same color square as the bishop multiplied by one plus the number of our blocked pawns in the center files C, D, E or F.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"B\") return 0;\n  var c = (square.x + square.y) % 2, v = 0;\n  var blocked = 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"P\" && c == (x + y) % 2) v++;\n      if (board(pos, x, y) == \"P\"\n       && x > 1 && x < 6\n       && board(pos, x, y - 1) != \"-\") blocked++;\n    }\n  }\n  return v * (blocked + 1);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "10.57",
-      "error": "4.6",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7262390ebc590f2c86e9fc"
-    }
-  });
-  data.push({
-    "name": "Rook on pawn",
-    "group": "Pieces",
-    "text": "<b>$</b>. Rook aligned with enemy pawns on the same rank/file.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"R\") return 0;\n  if ($rank(pos, square) < 5) return 0;\n  var v = 0;  \n  for (var x = 0; x < 8; x++) {\n    if (board(pos, x, square.y) == \"p\") v++;\n  }\n  for (var y = 0; y < 8; y++) {\n    if (board(pos, square.x, y) == \"p\") v++;\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "2.61",
-      "error": "4.6",
-      "link": "http://tests.stockfishchess.org/tests/view/5a73024b0ebc5902971a9658"
-    }
-  });
-  data.push({
-    "name": "Rook on file",
-    "group": "Pieces",
-    "text": "<b>$</b>. Rook when on an open or semi-open file.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"R\") return 0;\n  var open = 1;\n  for (var y = 0; y < 8; y++) {\n    if (board(pos, square.x, y) == \"P\") return 0;\n    if (board(pos, square.x, y) == \"p\") open = 0;\n  }\n  return open + 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "13.59",
-      "error": "4.2",
-      "link": "http://tests.stockfishchess.org/tests/view/5a78c23c0ebc5902971a991b"
-    }
-  });
-  data.push({
-    "name": "Trapped rook",
-    "group": "Pieces",
-    "text": "<b>$</b>. Penalize rook when trapped by the king, even more if the king cannot castle.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"R\") return 0;\n  if ($rook_on_file(pos, square)) return 0;\n  if ($mobility(pos, square)> 3) return 0;\n  var kx = 0, ky = 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"K\") { kx = x; ky = y; }\n    }\n  }\n  if ((kx < 4) != (square.x < kx)) return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "2.92",
-      "error": "3.7",
-      "link": "http://tests.stockfishchess.org/tests/view/5a876e560ebc590297cc82d9"
-    }
-  });
-  data.push({
-    "name": "Weak queen",
-    "group": "Pieces",
-    "text": "<b>$</b>. Penalty if any relative pin or discovered attack against the queen.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"Q\") return 0;\n  for (var i = 0; i < 8; i++) {\n    var ix = (i + (i > 3)) % 3 - 1;\n    var iy = (((i + (i > 3)) / 3) << 0) - 1;\n    var count = 0;\n    for (var d = 1; d < 8; d++) {\n      var b = board(pos, square.x + d * ix, square.y + d * iy);\n      if (b == \"r\" && (ix == 0 || iy == 0) && count == 1) return 1;\n      if (b == \"b\" && (ix != 0 && iy != 0) && count == 1) return 1;\n      if (b != \"-\") count++;\n    }\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "6.36",
-      "error": "4.6",
-      "link": "http://tests.stockfishchess.org/tests/view/5a73900b0ebc5902971a96a8"
-    }
-  });
-  data.push({
-    "name": "Space area",
-    "group": "Space",
-    "text": "<b>$</b>. Number of safe squares available for minor pieces on the central four files on ranks 2 to 4. Safe squares one, two or three squares behind a friendly pawn are counted twice.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  var rank = $rank(pos, square);\n  var file = $file(pos, square);\n  if ((rank >= 2 && rank <= 4 && file >= 3 && file <= 6)\n   && (board(pos, square.x ,square.y) != \"P\")\n   && (board(pos, square.x - 1 ,square.y - 1) != \"p\")\n   && (board(pos, square.x + 1 ,square.y - 1) != \"p\")) {\n    v++;\n    if (board(pos, square.x, square.y - 1) == \"P\"\n     || board(pos, square.x, square.y - 2) == \"P\"\n     || board(pos, square.x, square.y - 3) == \"P\") v++;\n  }   \n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Pawn attack",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by pawn. Pins or en-passant attacks are not considered here.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  if (board(pos, square.x - 1, square.y + 1) == \"P\") v++;\n  if (board(pos, square.x + 1, square.y + 1) == \"P\") v++;\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "King attack",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  for (var i = 0; i < 8; i++) {\n    var ix = (i + (i > 3)) % 3 - 1;\n    var iy = (((i + (i > 3)) / 3) << 0) - 1;\n    if (board(pos, square.x + ix, square.y + iy) == \"K\") return 1;\n  }\n  \n \n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Attack",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by all pieces. For bishop and rook x-ray attacks are included. For pawns pins or en-passant are ignored.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  v += $pawn_attack(pos, square);\n  v += $king_attack(pos, square);\n  v += $knight_attack(pos, square);\n  v += $bishop_xray_attack(pos, square);\n  v += $rook_xray_attack(pos, square);\n  v += $queen_attack(pos, square);\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Non pawn material",
-    "group": "Material",
-    "text": "<b>$</b>. Middlegame value of non-pawn material.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var i = \"NBRQ\".indexOf(board(pos, square.x, square.y));\n  if (i >= 0) return $piece_value_bonus(pos, square, true);\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Safe pawn",
-    "group": "Threats",
-    "text": "<b>$</b>. Check if our pawn is not attacked or is defended.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  if ($attack(pos, square)) return 1;\n  if (!$attack(colorflip(pos), {x:square.x,y:7-square.y})) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Threat safe pawn",
-    "group": "Threats",
-    "text": "<b>$</b>. Non-pawn enemies attacked by a [[Safe pawn]].",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"nbrq\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  if (!$pawn_attack(pos, square)) return 0;\n  if ($safe_pawn(pos, {x:square.x - 1, y:square.y + 1})\n   || $safe_pawn(pos, {x:square.x + 1, y:square.y + 1})) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": 14.95,
-      "error": 4.6,
-      "link": "http://tests.stockfishchess.org/tests/view/5a74bb6f0ebc5902971a9701"
-    }
-  });
-  data.push({
-    "name": "Weak enemies",
-    "group": "Threats",
-    "text": "<b>$</b>. Enemies not defended by a pawn and under our attack.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"pnbrqk\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  if (board(pos, square.x - 1, square.y - 1) == \"p\") return 0;\n  if (board(pos, square.x + 1, square.y - 1) == \"p\") return 0;\n  if (!$attack(pos, square)) return 0;\n  if ($attack(pos, square) <= 1\n   && $attack(colorflip(pos),{x:square.x,y:7-square.y}) > 1) return 0\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Minor threat",
-    "group": "Threats",
-    "text": "<b>$</b>. Threat type for knight and bishop attacking pieces.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var type = \"pnbrqk\".indexOf(board(pos, square.x, square.y));\n  if (type < 0) return 0;\n  if (!$knight_attack(pos, square) && !$bishop_xray_attack(pos, square)) return 0;\n  if ((board(pos, square.x, square.y) == \"p\"\n       || !(board(pos, square.x - 1, square.y - 1) == \"p\"\n         || board(pos, square.x + 1, square.y - 1) == \"p\"\n         || ($attack(pos, square) <= 1 && $attack(colorflip(pos),{x:square.x,y:7-square.y}) > 1)))\n    && !$weak_enemies(pos, square)) return 0;\n  return type + 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true
-  });
-  data.push({
-    "name": "Rook threat",
-    "group": "Threats",
-    "text": "<b>$</b>. Threat type for attacked by rook pieces.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var type = \"pnbrqk\".indexOf(board(pos, square.x, square.y));\n  if (type < 0) return 0;\n  if (!$weak_enemies(pos, square)) return 0;\n  if (!$rook_xray_attack(pos, square)) return 0;\n  return type + 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "10.98",
-      "error": "4.2",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7a14000ebc5902971a99e6"
-    }
-  });
-  data.push({
-    "name": "Hanging",
-    "group": "Threats",
-    "text": "<b>$</b>. [[Weak enemies]] not defended by opponent or non-pawn [[weak enemies]] attacked twice.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$weak_enemies(pos, square)) return 0;\n  if (board(pos, square.x, square.y) != \"p\" && $attack(pos, square) > 1) return 1;\n  if (!$attack(colorflip(pos), {x:square.x,y:7-square.y})) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "2.78",
-      "error": "4.6",
-      "link": "http://tests.stockfishchess.org/tests/view/5a74c1ef0ebc5902971a9707"
-    }
-  });
-  data.push({
-    "name": "King threat",
-    "group": "Threats",
-    "text": "<b>$</b>. Threat by king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"pnbrq\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  if (!$weak_enemies(pos, square)) return 0;\n  if (!$king_attack(pos, square)) return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "4.69",
-      "error": "4.2",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7a4dea0ebc5902971a99ff"
-    }
-  });
-  data.push({
-    "name": "Pawn push threat",
-    "group": "Threats",
-    "text": "<b>$</b>. Bonus if some pawns can safely push and attack an enemy piece.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"pnbrqk\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  for (var ix = -1; ix <= 1; ix += 2) {\n    if (board(pos, square.x + ix, square.y + 2) == \"P\"\n     && board(pos, square.x + ix, square.y + 1) == \"-\"\n     && board(pos, square.x + ix - 1, square.y) != \"p\"\n     && board(pos, square.x + ix + 1, square.y) != \"p\"\n     && ($attack(pos, {x:square.x+ix,y:square.y+1})\n         || !$attack(colorflip(pos),{x:square.x+ix,y:6-square.y}))\n     ) return 1;\n\n    if (square.y == 3\n     && board(pos, square.x + ix, square.y + 3) == \"P\"\n     && board(pos, square.x + ix, square.y + 2) == \"-\"\n     && board(pos, square.x + ix, square.y + 1) == \"-\"\n     && board(pos, square.x + ix - 1, square.y) != \"p\"\n     && board(pos, square.x + ix + 1, square.y) != \"p\"\n     && ($attack(pos, {x:square.x+ix,y:square.y+1})\n         || !$attack(colorflip(pos),{x:square.x+ix,y:6-square.y}))\n     ) return 1;\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "7.89",
-      "error": "4.5",
-      "link": "http://tests.stockfishchess.org/tests/view/5a74f1300ebc5902971a9717"
-    }
-  });
-  data.push({
-    "name": "Rank threat",
-    "group": "Threats",
-    "text": "<b>$</b>. Threat bonus depending on rank only applied if multiple threats from minors or rooks are present.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return (($minor_threat(pos, square) > 1)\n        + ($rook_threat(pos, square) > 1)\n  ) * square.y;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "1.56",
-      "error": "4.6",
-      "link": "http://tests.stockfishchess.org/tests/view/5a74bd040ebc5902971a9703"
-    }
-  });
-  data.push({
-    "name": "Passed square",
-    "group": "Passed pawns",
-    "text": "<b>$</b> checks if you put own pawn on square it is passed. Pawn is passed if there are no opposing pawns in front of it on the same file nor on an adjacent file.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  for (var y = 0 ; y < square.y; y++) {\n    if (board(pos, square.x - 1, y) == \"p\") return 0;\n    if (board(pos, square.x    , y) == \"p\") return 0;\n    if (board(pos, square.x + 1, y) == \"p\") return 0;\n    if (board(pos, square.x    , y) == \"P\") return 0;\n  }\n  return 1;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Passed_pawn", "Passed pawn"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Candidate passed",
-    "group": "Passed pawns",
-    "text": "<b>$</b> checks if pawn is passed or candidate passer. Pawn is passed if there are no opposing pawns in front of it on the same file nor on an adjacent file. Include also not passed pawns which could become passed after one or two pawn pushes when are not attacked more times than defended.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"P\") return 0;\n  var ty1 = 8, ty2 = 8, oy = 8;\n  for (var y = square.y - 1; y >= 0; y--) {\n    if (board(pos, square.x    , y) == \"p\") ty1 = y;\n    if (board(pos, square.x - 1, y) == \"p\"\n     || board(pos, square.x + 1, y) == \"p\") ty2 = y;\n  }\n  if (ty1 == 8 && ty2 >= square.y - 1) return 1;\n  if (ty2 < square.y - 2 || ty1 < square.y - 1) return 0;\n  if (ty2 >= square.y && ty1 == square.y - 1 && square.y < 4) {\n    if (board(pos, square.x - 1, square.y + 1) == \"P\"\n     && board(pos, square.x - 1, square.y    ) != \"p\"\n     && board(pos, square.x - 2, square.y - 1) != \"p\") return 1;\n    if (board(pos, square.x + 1, square.y + 1) == \"P\"\n     && board(pos, square.x + 1, square.y    ) != \"p\"\n     && board(pos, square.x + 2, square.y - 1) != \"p\") return 1;\n  }\n  if (board(pos, square.x, square.y - 1) == \"p\") return 0;\n  var lever = (board(pos, square.x - 1, square.y - 1) == \"p\" ? 1 : 0)\n             + (board(pos, square.x + 1, square.y - 1) == \"p\" ? 1 : 0);\n  var leverpush = (board(pos, square.x - 1, square.y - 2) == \"p\" ? 1 : 0)\n                + (board(pos, square.x + 1, square.y - 2) == \"p\" ? 1 : 0);\n  var phalanx = (board(pos, square.x - 1, square.y) == \"P\" ? 1 : 0)\n              + (board(pos, square.x + 1, square.y) == \"P\" ? 1 : 0);\n  if (lever - $supported(pos, square) > 1) return 0;\n  if (leverpush - phalanx  > 0) return 0;\n  if (lever > 0 && leverpush > 0) return 0;\n  return 1;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Passed_pawn", "Passed pawn"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "King proximity",
-    "group": "Passed pawns",
-    "text": "<b>$</b> is endgame bonus based on the king's proximity. If block square is not the queening square then consider also a second push.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$candidate_passed(pos, square)) return 0;\n  var r = $rank(pos, square)-1;\n  var rr = r > 2 ? (r-2)*(r-2)+2 : 0;\n  var v = 0;\n  if (rr <= 0) return 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"k\") {\n        v += Math.min(Math.max(Math.abs(y - square.y + 1),\n                      Math.abs(x - square.x)),5) * 5 * rr;\n      }\n      if (board(pos, x, y) == \"K\") {\n        v -= Math.min(Math.max(Math.abs(y - square.y + 1),\n                      Math.abs(x - square.x)),5) * 2 * rr;\n        if (square.y > 1) {\n          v -= Math.min(Math.max(Math.abs(y - square.y + 2),\n                      Math.abs(x - square.x)),5) * rr;\n        }\n      }\n    }\n  }\n  return v;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Isolated_pawn", "Isolated pawn"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Passed block",
-    "group": "Passed pawns",
-    "text": "<b>$</b> adds bonus if passed pawn is free to advance. Bonus is adjusted based on attacked and defended status of block square and entire path in front of pawn.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$candidate_passed(pos, square)) return 0;\n  if ($rank(pos, square) < 4) return 0;\n  if (board(pos, square.x, square.y - 1) != \"-\") return 0;\n  var r = $rank(pos, square) - 1;\n  var rr = r > 2 ? (r-2)*(r-2)+2 : 0;\n  var pos2 = colorflip(pos);\n  var defended = 0, unsafe = 0, wunsafe = 0, defended1 = 0, unsafe1 = 0;\n  for (var y = square.y - 1; y >= 0; y--) {\n    if ($attack(pos, {x:square.x,y:y})) defended++;\n    if (\"pnbrqk\".indexOf(board(pos, square.x, y)) >= 0\n     || $attack(pos2, {x:square.x,y:7-y})) unsafe++;\n    if (\"pnbrqk\".indexOf(board(pos, square.x-1, y)) >= 0\n     || $attack(pos2, {x:square.x-1,y:7-y})) wunsafe++;\n    if (\"pnbrqk\".indexOf(board(pos, square.x+1, y)) >= 0\n     || $attack(pos2, {x:square.x+1,y:7-y})) wunsafe++;\n    if (y == square.y - 1) {\n      defended1 = defended;\n      unsafe1 = unsafe;\n    }\n  }\n  for (var y = square.y + 1; y < 8; y++) {\n    if (board(pos, square.x, y) == \"R\"\n     || board(pos, square.x, y) == \"Q\") defended1 = defended = square.y;\n    if (board(pos, square.x, y) == \"r\"\n     || board(pos, square.x, y) == \"q\") unsafe1 = unsafe = square.y;\n  }\n  var k = (unsafe == 0 && wunsafe == 0 ? 35 : unsafe == 0 ? 20 : unsafe1 == 0 ? 9 : 0)\n        + (defended1 != 0 ? 5 : 0);\n  return k * rr;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Isolated_pawn", "Isolated pawn"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Passed file",
-    "group": "Passed pawns",
-    "text": "<b>$</b> is a bonus according to the file of a passed pawn.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$candidate_passed(pos, square)) return 0;\n  var file = $file(pos, square);\n  return Math.min(file, 9 - file);\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Isolated_pawn", "Isolated pawn"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "4.08",
-      "error": "4.1",
-      "link": "http://tests.stockfishchess.org/tests/view/5a84ed040ebc590297cc8144"
-    }
-  });
-  data.push({
-    "name": "Passed rank",
-    "group": "Passed pawns",
-    "text": "<b>$</b> is a bonus according to the rank of a passed pawn.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$candidate_passed(pos, square)) return 0;\n  return $rank(pos, square) - 1;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Isolated_pawn", "Isolated pawn"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "73.24",
-      "error": "4.9",
-      "link": "http://tests.stockfishchess.org/tests/view/5a84edbb0ebc590297cc8146"
-    }
-  });
-  data.push({
-    "name": "Passed mg",
-    "group": "Passed pawns",
-    "text": "<b>$</b> middlegame bonuses for passed pawns.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$candidate_passed(pos, square)) return 0;\n  var v = 0;\n  v += [0,5,12,10,57,163,271][$passed_rank(pos, square)];\n  v += $passed_block(pos, square);\n  if (!$passed_square(pos,{x:square.x,y:square.y-1})\n    || board(pos, square.x, square.y-1).toUpperCase() == \"P\") v = (v / 2) << 0;\n  v += [0,-1,0,-9,-30][$passed_file(pos, square)];\n  return v;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Isolated_pawn", "Isolated pawn"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Passed eg",
-    "group": "Passed pawns",
-    "text": "<b>$</b> endgame bonuses for passed pawns.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$candidate_passed(pos, square)) return 0;\n  var v = 0;\n  v += $king_proximity(pos, square);\n  v += [0,18,23,31,62,167,250][$passed_rank(pos, square)];\n  v += $passed_block(pos, square);\n  if (!$passed_square(pos,{x:square.x,y:square.y-1})\n    || board(pos, square.x, square.y-1).toUpperCase() == \"P\") v = (v / 2) << 0;\n  v += [0,7,9,-8,-14][$passed_file(pos, square)];\n  return v;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Isolated_pawn", "Isolated pawn"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Pawnless flank",
-    "group": "King",
-    "text": "<b>$</b>. Penalty when our king is on a pawnless flank.",
-    "code": "function $$(pos) {\n  var pawns=[0,0,0,0,0,0,0,0], kx = 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y).toUpperCase() == \"P\") pawns[x]++;\n      if (board(pos, x, y) == \"k\") kx = x;\n    }\n  }\n  var sum;\n  if (kx == 0) sum = pawns[0] + pawns[1] + pawns[2];\n  else if (kx < 3) sum = pawns[0] + pawns[1] + pawns[2] + pawns[3];\n  else if (kx < 5) sum = pawns[2] + pawns[3] + pawns[4] + pawns[5];\n  else if (kx < 7) sum = pawns[4] + pawns[5] + pawns[6] + pawns[7];\n  else  sum = pawns[5] + pawns[6] + pawns[7];\n  return sum == 0 ? 1 : 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "1.29",
-      "error": "4.5",
-      "link": "http://tests.stockfishchess.org/tests/view/5a73a7000ebc5902971a96b6"
-    }
-  });
-  data.push({
-    "name": "Strength square",
-    "group": "King",
-    "text": "<b>$</b>. King shelter strength for each square on board.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var v = 5;\n  var kx = Math.min(6, Math.max(1, square.x));\n  var weakness =\n      [[-6,81,93,58,39,18,25],\n      [-43,61,35,-49,-29,-11,-63],\n      [-10,75,23,-2,32,3,-45],\n      [-39,-13,-29,-52,-48,-67,-166]];\n  for (var x = kx - 1; x <= kx +1; x++) {\n    var us = 0;\n    for (var y = 7; y >= square.y; y--) {\n      if (board(pos, x, y) == \"p\") us = y;\n    }\n    var f = Math.min(x, 7 - x);\n    v += weakness[f][us] || 0;\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Storm square",
-    "group": "King",
-    "text": "<b>$</b>. Enemy pawns storm for each square on board.",
-    "code": "function $$(pos, square, eg) {\n  if (square == null) return sum(pos, $$);\n  var v = 0, ev = 0;\n  var kx = Math.min(6, Math.max(1, square.x));\n  var unblockedstorm = [\n    [89,107,123,93,57,45,51],\n    [44,-18,123,46,39,-7,23],\n    [4,52,162,37,7,-14,-2],\n    [-10,-14,90,15,2,-7,-16]];\n  for (var x = kx - 1; x <= kx +1; x++) {\n    var us = 0, them = 0;\n    for (var y = 7; y >= square.y; y--) {\n      if (board(pos, x, y) == \"p\") us = y;\n      if (board(pos, x, y) == \"P\") them = y;\n    }\n    var f = Math.min(x, 7 - x);\n    if (us > 0 && them == us + 1) {\n      v += 82 * (them == 2); ev += 82 * (them == 2);\n    }\n    else v += unblockedstorm[f][them];\n  }\n  if ((square.x == 0 || square.x == 7)\n   && (square.y == 0 || square.y == 1)\n   && board(pos, square.x, square.y + 1) == \"P\") v -= 369;\n  return eg ? ev : v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Shelter strength",
-    "group": "King",
-    "text": "<b>$</b>. King shelter bonus for king position. If we can castle use the penalty after the castling if ([[Shelter strength]] + [[Shelter storm]]) is smaller.",
-    "code": "function $$(pos, square) {\n  var w = 0, s = 1024, tx = null;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"k\"\n       || pos.c[2] && x == 6 && y == 0\n       || pos.c[3] && x == 2 && y == 0) {\n        var w1 = $strength_square(pos, {x:x,y:y});\n        var s1 = $storm_square(pos, {x:x,y:y});\n        if (s1 - w1 < s - w) { w = w1; s = s1; tx=Math.max(1,Math.min(6,x)); }\n      }\n    }\n  }\n  if (square == null) return w;\n  if (tx != null && board(pos, square.x, square.y) == \"p\" && square.x >= tx-1 && square.x <= tx+1) {\n    for (var y = square.y-1; y >= 0; y--) if (board(pos, square.x, y) == \"p\") return 0;\n    return 1;\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Shelter storm",
-    "group": "King",
-    "text": "<b>$</b>. Shelter strom penalty for king position. If we can castle use the penalty after the castling if ([[Shelter weakness]] + [[Shelter storm]]) is smaller.",
-    "code": "function $$(pos, square) {\n  var w = 0, s = 1024, tx = null;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"k\"\n       || pos.c[2] && x == 6 && y == 0\n       || pos.c[3] && x == 2 && y == 0) {\n        var w1 = $strength_square(pos, {x:x,y:y});\n        var s1 = $storm_square(pos, {x:x,y:y});\n        if (s1 - w1 < s - w) { w = w1; s = s1; tx=Math.max(1,Math.min(6,x)); }\n      }\n    }\n  }\n  if (square == null) return s;\n  if (tx != null && board(pos, square.x, square.y).toUpperCase() == \"P\" && square.x >= tx-1 && square.x <= tx+1) {\n    for (var y = square.y-1; y >= 0; y--) if (board(pos, square.x, y) == board(pos, square.x, square.y)) return 0;\n    return 1;\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "King danger",
-    "group": "King",
-    "text": "<b>$</b>. The initial value is based on the number and types of the enemy's attacking pieces, the number of attacked and undefended squares around our king and the quality of the pawn shelter.",
-    "code": "function $$(pos) {\n  var count = $king_attackers_count(pos);\n  var weight = $king_attackers_weight(pos);\n  var kingattacks = $king_attacks(pos);\n  var weak = $weak_bonus(pos);\n  var pins_uchcks = $unsafe_checks(pos);\n  var tropism = $close_enemies(pos);\n  var noqueen = ($queen_count(pos) > 0 ? 0 : 1);\n  var v = count * weight\n        + 69 * kingattacks\n        + 185 * weak\n        - 100 * ($knight_defender(colorflip(pos)) > 0)\n        -  35 * ($bishop_defender(colorflip(pos)) > 0)\n        + 150 * pins_uchcks\n        + ((5 * tropism * tropism / 16) << 0)\n        - 873 * noqueen\n        - ((6 * ($shelter_strength(pos) - $shelter_storm(pos)) / 8) << 0)\n        + $mobility_mg(pos) - $mobility_mg(colorflip(pos))\n        - 7\n        + 780 * ($safe_check(pos, null, 3) > 0 ? 1 : 0)\n        + 1080 * ($safe_check(pos, null, 2) > 0 ? 1 : 0)\n        + 635 * ($safe_check(pos, null, 1) > 0 ? 1 : 0)\n        + 790 * ($safe_check(pos, null, 0) > 0 ? 1 : 0);\n  if (v > 100) return v;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "King pawn distance",
-    "group": "King",
-    "text": "<b>$</b>. Minimal distance of our king to our pawns.",
-    "code": "function $$(pos, square) {\n  var v = 8, kx = 0, ky = 0, px = 0, py = 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"K\") {\n        kx = x;\n        ky = y;\n      }\n    }\n  }\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      var dist = Math.max(Math.abs(x-kx),Math.abs(y-ky));\n      if (board(pos, x, y) == \"P\" && dist < v) { px = x; py = y; v = dist; }\n    }\n  }\n  if (v < 8 && (square == null || square.x == px && square.y == py)) return v;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "3.71",
-      "error": "4.2",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7dacfd0ebc5902971a9bc3"
-    }
-  });
-  data.push({
-    "name": "Close enemies",
-    "group": "King",
-    "text": "<b>$</b>. King tropism: firstly, find squares that opponent attacks in our king flank. Secondly, add the squares which are attacked twice in that flank.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (square.y > 4) return 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"k\") {\n        if (x == 0 && square.x > 2) return 0;\n        if (x < 3 && square.x > 3) return 0;\n        if (x >= 3 && x < 5 && (square.x < 2 || square.x > 5)) return 0;\n        if (x >= 5 && square.x < 4) return 0;\n        if (x == 7 && square.x < 5) return 0;\n      }\n    }\n  }\n  var a = $attack(pos, square);\n  if (!a) return 0;\n  return a > 1 ? 2 : 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "2.19",
-      "error": "4.6",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7399f10ebc5902971a96b3"
-    }
-  });
-  data.push({
-    "name": "Check",
-    "group": "King",
-    "text": "<b>$</b>. Possible checks by knight, bishop, rook or queen. Defending queen is not considered as check blocker.",
-    "code": "function $$(pos, square, type) {\n  if (square == null) return sum(pos, $$);\n  if ($rook_xray_attack(pos, square)\n  && (type == null || type == 2 || type == 4)\n   || $queen_attack(pos, square)\n  && (type == null || type == 3)) {\n    for (var i = 0; i < 4; i++) {\n      var ix = (i == 0 ? -1 : i == 1 ? 1 : 0);\n      var iy = (i == 2 ? -1 : i == 3 ? 1 : 0);\n      for (var d = 1; d < 8; d++) {\n        var b = board(pos, square.x + d * ix, square.y + d * iy);\n        if (b == \"k\") return 1;\n        if (b != \"-\" && b != \"q\") break;\n      }\n    }\n  }\n  if ($bishop_xray_attack(pos, square)\n  && (type == null || type == 1 || type == 4)\n   || $queen_attack(pos, square)\n  && (type == null || type == 3)) {\n    for (var i = 0; i < 4; i++) {\n      var ix = ((i > 1) * 2 - 1);\n      var iy = ((i % 2 == 0) * 2 - 1);\n      for (var d = 1; d < 8; d++) {\n        var b = board(pos, square.x + d * ix, square.y + d * iy);\n        if (b == \"k\") return 1;\n        if (b != \"-\" && b != \"q\") break;\n      }\n    }\n  }\n  if ($knight_attack(pos, square)\n  && (type == null || type == 0 || type == 4)) {\n    if (board(pos, square.x + 2, square.y + 1) == \"k\"\n     || board(pos, square.x + 2, square.y - 1) == \"k\"\n     || board(pos, square.x + 1, square.y + 2) == \"k\"\n     || board(pos, square.x + 1, square.y - 2) == \"k\"\n     || board(pos, square.x - 2, square.y + 1) == \"k\"\n     || board(pos, square.x - 2, square.y - 1) == \"k\"\n     || board(pos, square.x - 1, square.y + 2) == \"k\"\n     || board(pos, square.x - 1, square.y - 2) == \"k\") return 1;\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Safe check",
-    "group": "King",
-    "text": "<b>$</b>. Analyse the safe enemy's checks which are possible on next move. Enemy queen safe checks: we count them only if they are from squares from which we can't give a rook check, because rook checks are more valuable. Enemy bishops checks: we count them only if they are from squares from which we can't give a queen check, because queen checks are more valuable.",
-    "code": "function $$(pos, square, type) {\n  if (square == null) return sum(pos, $$, type);\n  if (\"PNBRQK\".indexOf(board(pos, square.x, square.y)) >= 0) return 0;\n  if (!$check(pos, square, type)) return 0;\n  var pos2 = colorflip(pos);\n  if (type == 3 && $safe_check(pos, square, 2)) return 0;\n  if (type == 1 && $safe_check(pos, square, 3)) return 0;\n  if ((!$attack(pos2, {x:square.x,y:7-square.y})\n    || ($weak_squares(pos, square) && $attack(pos, square) > 1))\n    && (type != 3 || !$queen_attack(pos2, {x:square.x,y:7-square.y}))) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Queen count",
-    "group": "Helpers",
-    "text": "<b>$</b> counts number of our queens.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) == \"Q\") return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true
-  });
-  data.push({
-    "name": "King attackers count",
-    "group": "King",
-    "text": "<b>$</b> is the number of pieces of the given color which attack a square in the kingRing of the enemy king. For pawns we count number of attacked squares in kingRing.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"PNBRQ\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  if (board(pos, square.x, square.y) == \"P\") {\n    var v = 0;\n    for (var dir = -1; dir <= 1; dir += 2) {\n      var fr = board(pos, square.x + dir * 2, square.y) == \"P\";\n      if (square.x + dir >= 0 && square.x + dir <= 7\n       && $king_ring(pos, {x:square.x+dir,y:square.y-1}, true)) v = v + (fr ? 0.5 : 1);\n    }\n    return v;\n  }\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      var s2 = {x:x,y:y};\n      if ($king_ring(pos, s2)) {\n        if ($knight_attack(pos, s2, square)\n         || $bishop_xray_attack(pos, s2, square)\n         || $rook_xray_attack(pos, s2, square)\n         || $queen_attack(pos, s2, square)) return 1;\n      }\n    }\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "King attackers weight",
-    "group": "King",
-    "text": "<b>$</b> is the sum of the \"weights\" of the pieces of the given color which attack a square in the kingRing of the enemy king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($king_attackers_count(pos, square)) {\n    return [0,77,55,44,10][\"PNBRQ\".indexOf(board(pos, square.x, square.y))];\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "King attacks",
-    "group": "King",
-    "text": "<b>$</b> is the number of attacks by the given color to squares directly adjacent to the enemy king. Pieces which attack more than one square are counted multiple times. For instance, if there is a white knight on g5 and black's king is on g8, this white knight adds 2.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"NBRQ\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  if ($king_attackers_count(pos, square) == 0) return 0;\n  var kx = 0, ky = 0, v = 0;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"k\") { kx = x; ky = y; }\n    }\n  }\n  for (var x = kx - 1; x <= kx + 1; x++) {\n    for (var y = ky - 1; y <= ky + 1; y++) {\n      var s2 = {x:x,y:y};\n      if (x >= 0 && y >= 0 && x <= 7 && y <= 7 && (x != kx || y != ky)) {\n        v += $knight_attack(pos, s2, square);\n        v += $bishop_xray_attack(pos, s2, square);\n        v += $rook_xray_attack(pos, s2, square);\n        v += $queen_attack(pos, s2, square);\n      }\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Weak bonus",
-    "group": "King",
-    "text": "<b>$</b>. Weak squares in king ring.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$weak_squares(pos, square)) return 0;\n  if (!$king_ring(pos, square)) return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Weak squares",
-    "group": "King",
-    "text": "<b>$</b>. Attacked squares defended at most once by our queen or king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($attack(pos, square)) {\n    var pos2 = colorflip(pos);\n    var attack = $attack(pos2, {x:square.x,y:7-square.y});\n    if (attack >= 2) return 0;\n    if (attack == 0) return 1;\n    if ($king_attack(pos2, {x:square.x,y:7-square.y})\n     || $queen_attack(pos2, {x:square.x,y:7-square.y})) return 1;\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Initiative",
-    "group": "Initiative",
-    "text": "<b>$</b> computes the initiative correction value for the position, i.e., second order bonus/malus based on the known attacking/defending status of the players.",
-    "code": "function $$(pos, square) {\n  if (square != null) return 0;\n  var pawns = 0, kx = [0, 0], ky = [0, 0], flanks = [0, 0];\n  for (var x = 0; x < 8; x++) {\n    var open = [0, 0];\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y).toUpperCase() == \"P\" ) {\n        open[board(pos, x, y) == \"P\" ? 0 : 1] = 1;\n        pawns++\n      }\n      if (board(pos, x, y).toUpperCase() == \"K\" ) {\n        kx[board(pos, x, y) == \"K\" ? 0 : 1] = x;\n        ky[board(pos, x, y) == \"K\" ? 0 : 1] = y;\n      }\n    }\n    if (open[0] + open[1] > 0) flanks[x < 4 ? 0 : 1] = 1;\n  }\n  var pos2 = colorflip(pos);\n  var passedCount = $candidate_passed(pos) + $candidate_passed(pos2);\n  var bothFlanks = flanks[0] && flanks[1] ? 1 : 0;\n  var kingDistance = Math.abs(kx[0] - kx[1]) - Math.abs(ky[0] - ky[1]);\n  var purePawn = ($non_pawn_material(pos) + $non_pawn_material(pos2)) == 0 ? 1 : 0;\n  return 9 * passedCount + 11 * pawns + 9 * kingDistance + 18 * bothFlanks + 49 * purePawn - 103;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Unsafe checks",
-    "group": "King",
-    "text": "<b>$</b>. Unsafe checks or pinned opponent pieces.\n",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($pinned_direction(colorflip(pos), {x:square.x,y:7-square.y})) return 1;\n  if (!$mobility_area(pos, square)) return 0;\n  if ($check(pos, square, 0) && $safe_check(pos, null, 0) == 0) return 1;\n  if ($check(pos, square, 1) && $safe_check(pos, null, 1) == 0) return 1;\n  if ($check(pos, square, 2) && $safe_check(pos, null, 2) == 0) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Tempo",
-    "group": "",
-    "text": "<b>$</b>. In chess, tempo refers to a \"turn\" or single move. When a player achieves a desired result in one fewer move, the player \"gains a tempo\"; and conversely when a player takes one more move than necessary, the player \"loses a tempo\". We add small bonus for having the right to move.",
-    "code": "function $$(pos, square) {\n  if (square != null) return 0;\n  return 28 * (pos.w ? 1 : -1);\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Tempo_(chess)", "Tempo (chess) in wikipedia"],
-      ["https://www.chessprogramming.org/Tempo", "Tempo in cpw"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Pawn count",
-    "group": "Helpers",
-    "text": "<b>$</b> counts number of our pawns.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) == \"P\") return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Connected bonus",
-    "group": "Pawns",
-    "text": "<b>$</b> is bonus for connected pawns.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (!$connected(pos, square)) return 0;\n  var seed = [0, 7, 8, 12, 29, 48, 86];\n  var op = $opposed(pos, square);\n  var ph = $phalanx(pos, square);\n  var su = $supported(pos, square);\n  var r = $rank(pos, square);\n  if (r < 2 || r > 7) return 0;\n  return ((seed[r - 1] * (ph ? 3 : 2) / (op ? 2 : 1)) >> 0) + 17 * su;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Mobility mg",
-    "group": "Mobility",
-    "text": "<b>$</b>. [[Mobility bonus]] for middlegame.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return $mobility_bonus(pos, square, true);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Mobility eg",
-    "group": "Mobility",
-    "text": "<b>$</b>. [[Mobility bonus]] for endgame.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return $mobility_bonus(pos, square, false);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Piece value bonus",
-    "group": "Material",
-    "text": "<b>$</b>. Material values for middlegame and engame.",
-    "code": "function $$(pos, square, mg) {\n  if (square == null) return sum(pos, $$);\n  var a = mg ? [128, 782, 830, 1289, 2529]\n             : [213, 865, 918, 1378, 2687];\n  var i = \"PNBRQ\".indexOf(board(pos, square.x, square.y));\n  if (i >= 0) return a[i];\n  return 0;\n}",
-    "links": [],
-    "eval": false,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Psqt bonus",
-    "group": "Material",
-    "text": "<b>$</b>. Piece square table bonuses. For each piece type on a given square a (middlegame, endgame) score pair is assigned.",
-    "code": "function $$(pos, square, mg) {\n  if (square == null) return sum(pos, $$, mg);\n  var bonus = mg ? [\n    [[-169,-96,-80,-79],[-79,-39,-24,-9],[-64,-20,4,19],[-28,5,41,47],[-29,13,42,52],[-11,28,63,55],[-67,-21,6,37],[-200,-80,-53,-32]],\n    [[-44,-4,-11,-28],[-18,7,14,3],[-8,24,-3,15],[1,8,26,37],[-7,30,23,28],[-17,4,-1,8],[-21,-19,10,-6],[-48,-3,-12,-25]],\n    [[-24,-13,-7,2],[-18,-10,-5,9],[-21,-7,3,-1],[-13,-5,-4,-6],[-24,-12,-1,6],[-24,-4,4,10],[-8,6,10,12],[-22,-24,-6,4]],\n    [[3,-5,-5,4],[-3,5,8,12],[-3,6,13,7],[4,5,9,8],[0,14,12,5],[-4,10,6,8],[-5,6,10,8],[-2,-2,1,-2]],\n    [[272,325,273,190],[277,305,241,183],[198,253,168,120],[169,191,136,108],[145,176,112,69],[122,159,85,36],[87,120,64,25],[64,87,49,0]]\n  ] : [\n    [[-105,-74,-46,-18],[-70,-56,-15,6],[-38,-33,-5,27],[-36,0,13,34],[-41,-20,4,35],[-51,-38,-17,19],[-64,-45,-37,16],[-98,-89,-53,-16]],\n    [[-63,-30,-35,-8],[-38,-13,-14,0],[-18,0,-7,13],[-26,-3,1,16],[-24,-6,-10,17],[-26,2,1,16],[-34,-18,-7,9],[-51,-40,-39,-20]],\n    [[-2,-6,-3,-2],[-10,-7,1,0],[10,-4,2,-2],[-5,2,-8,8],[-8,5,4,-9],[3,-2,-10,7],[1,2,17,-8],[12,-6,13,7]],\n    [[-69,-57,-47,-26],[-55,-31,-22,-4],[-39,-18,-9,3],[-23,-3,13,24],[-29,-6,9,21],[-38,-18,-12,1],[-50,-27,-24,-8],[-75,-52,-43,-36]],\n    [[0,41,80,93],[57,98,138,131],[86,138,165,173],[103,152,168,169],[98,166,197,194],[87,164,174,189],[40,99,128,141],[5,60,75,75]]\n  ];\n  var pbonus = mg ? \n    [[0,0,0,0,0,0,0,0],[0,-5,10,13,21,17,6,-3],[-11,-10,15,22,26,28,4,-24],[-9,-18,8,22,33,25,-4,-16],\n     [6,-3,-10,1,12,6,-12,1],[-6,-8,5,11,-14,0,-12,-14],[-10,6,-5,-11,-2,-14,12,-1],[0,0,0,0,0,0,0,0]]:\n    [[0,0,0,0,0,0,0,0],[-10,-3,7,-1,7,6,1,-20],[-6,-6,-1,-1,-1,2,-2,-5],[4,-5,-4,-5,-6,-13,-3,-7],\n     [18,2,2,-9,-13,-8,11,9],[25,17,19,29,29,8,4,12],[-1,-6,18,22,22,17,2,9],[0,0,0,0,0,0,0,0]];\n  var i = \"PNBRQK\".indexOf(board(pos, square.x, square.y));\n  if (i < 0) return 0;\n  if (i == 0) return pbonus[7 - square.y][square.x];\n  else return bonus[i-1][7 - square.y][Math.min(square.x, 7 - square.x)];\n}",
-    "links": [],
-    "eval": false,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Piece value mg",
-    "group": "Material",
-    "text": "<b>$</b>. Material - middlegame.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return $piece_value_bonus(pos, square, true);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Piece value eg",
-    "group": "Material",
-    "text": "<b>$</b>. Material - endgame.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return $piece_value_bonus(pos, square, false);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Psqt mg",
-    "group": "Material",
-    "text": "<b>$</b>. Piece square table bonuses - middlegame.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return $psqt_bonus(pos, square, true);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Psqt eg",
-    "group": "Material",
-    "text": "<b>$</b>. Piece square table bonuses - endgame.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  return $psqt_bonus(pos, square, false);\n}\n\n",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true
-  });
-  data.push({
-    "name": "Initiative total",
-    "group": "Initiative",
-    "text": "<b>$</b>. No description available.",
-    "code": "function $$(pos, v) {\n  if (v == null) v = $end_game_evaluation(pos, true);\n  return (v > 0 ? 1 : v < 0 ? -1 : 0)\n         * Math.max($initiative(pos), -Math.abs(v));\n}",
-    "links": [],
-    "eval": false,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false,
-    "graph": false
-  });
-  data.push({
-    "name": "King protector",
-    "group": "Pieces",
-    "text": "<b>$</b> add penalties and bonuses for pieces, depending on the distance from the own king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"N\"\n   && board(pos, square.x, square.y) != \"B\") return 0;\n  return $king_distance(pos, square);\n}",
-    "links": [],
-    "eval": false,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "5.82",
-      "error": "4.1",
-      "link": "http://tests.stockfishchess.org/tests/view/5a7af24e0ebc5902971a9a3c"
-    }
-  });
-  data.push({
-    "name": "Knight count",
-    "group": "Helpers",
-    "text": "<b>$</b> counts number of our knights.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) == \"N\") return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Imbalance total",
-    "group": "Imbalance",
-    "text": "<b>$</b>. Second-degree polynomial material imbalance by Tord Romstad.",
-    "code": "function $$(pos, square) {\n  var v = 0;\n  v += $imbalance(pos) - $imbalance(colorflip(pos));\n  v += $bishop_pair(pos) - $bishop_pair(colorflip(pos));\n  return (v / 16) << 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false,
-    "graph": false
-  });
-  data.push({
-    "name": "Weak unopposed pawn",
-    "group": "Pawns",
-    "text": "<b>$</b>. Check if our pawn is weak and unopposed.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($opposed(pos, square)) return 0;\n  var v = 0;\n  if ($isolated(pos, square)) v++;\n  if ($backward(pos, square)) v++;\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "1.25",
-      "error": "4.5",
-      "link": "http://tests.stockfishchess.org/tests/view/5a74e8d40ebc5902971a9715"
-    }
-  });
-  data.push({
-    "name": "Rook count",
-    "group": "Helpers",
-    "text": "<b>$</b> counts number of our rooks.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) == \"R\") return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Opposite bishops",
-    "group": "Helpers",
-    "text": "<b>$</b> determines if we have bishops of opposite colors.",
-    "code": "function $$(pos) {\n  if ($bishop_count(pos) != 1) return 0;\n  if ($bishop_count(colorflip(pos)) != 1) return 0;\n  var color = [0, 0];\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"B\") color[0] = (x + y) % 2;\n      if (board(pos, x, y) == \"b\") color[1] = (x + y) % 2;\n    }\n  }\n  return color[0] == color[1] ? 0 : 1;\n}",
-    "links": [
-      ["https://www.chessprogramming.org/Bishops_of_Opposite_Colors", "Bishops of Opposite Colors in cpw"]
-    ],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": false,
-    "graph": false
-  });
-  data.push({
-    "name": "King distance",
-    "group": "Helpers",
-    "text": "<b>$</b> counts distance to our king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"K\") {\n        return Math.max(Math.abs(x - square.x), Math.abs(y - square.y));\n      }\n    }\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Long diagonal bishop",
-    "group": "Pieces",
-    "text": "<b>$</b>. Bonus for bishop on a long diagonal which can \"see\" both center squares.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"B\") return 0;\n  if (square.x - square.y != 0 && square.x - (7 - square.y) != 0) return 0;\n  var x1 = square.x, y1 = square.y;\n  if (Math.min(x1,7-x1) > 2) return 0;\n  for (var i = Math.min(x1,7-x1); i < 4; i++) {\n    if (board(pos, x1, y1) == \"p\") return 0;\n    if (board(pos, x1, y1) == \"P\") return 0;\n    if (x1 < 4) x1++; else x1--;\n    if (y1 < 4) y1++; else y1--;\n  }\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "-1.15",
-      "error": "2.9",
-      "link": "http://tests.stockfishchess.org/tests/view/5a75acec0ebc5902971a975f"
-    }
-  });
-  data.push({
-    "name": "Queen attack diagonal",
-    "group": "Attack",
-    "text": "<b>$</b> counts number of attacks on square by queen only with diagonal direction.",
-    "code": "function $$(pos, square, s2) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  for (var i = 0; i < 8; i++) {\n    var ix = (i + (i > 3)) % 3 - 1;\n    var iy = (((i + (i > 3)) / 3) << 0) - 1;\n    if (ix == 0 || iy == 0) continue;\n    for (var d = 1; d < 8; d++) {\n      var b = board(pos, square.x + d * ix, square.y + d * iy);\n      if (b == \"Q\"\n      && (s2 == null || s2.x == square.x + d * ix && s2.y == square.y + d * iy)) {\n        var dir = $pinned_direction(pos, {x:square.x+d*ix, y:square.y+d*iy});\n        if (dir == 0 || Math.abs(ix+iy*3) == dir) v++;\n      }\n      if (b != \"-\") break;\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "Pinned",
-    "group": "Attack",
-    "text": "<b>$</b>. In chess, absolute pin is a situation brought on by a sliding attacking piece in which a defending piece cannot move because moving away the pinned piece would illegally expose the king to check.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"PNBRQK\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  return $pinned_direction(pos, square) > 0 ? 1 : 0;\n}",
-    "links": [
-      ["https://en.wikipedia.org/wiki/Pin_(chess)", "Pin in wikipedia"],
-      ["https://www.chessprogramming.org/Pin", "Pin in cpw"]
-    ],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false
-  });
-  data.push({
-    "name": "King ring",
-    "group": "Helpers",
-    "text": "<b>$</b> is square occupied by king and 8 squares around king. Squares defended by two pawns are removed from king ring.",
-    "code": "function $$(pos, square, full) {\n  if (square == null) return sum(pos, $$);\n  if (!full\n   && board(pos, square.x + 1, square.y - 1) == \"p\"\n   && board(pos, square.x - 1, square.y - 1) == \"p\") return 0;\n  for (var ix = -2; ix <= 2; ix++) {\n    for (var iy = -2; iy <= 1; iy++) {\n      if (board(pos, square.x + ix, square.y + iy) == \"k\"\n      && (iy >= -1 || square.y + iy == 0)\n      && (ix >= -1 && ix <= 1 || square.x + ix == 0 || square.x + ix == 7)) return 1;\n    }\n  }\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Slider on queen",
-    "group": "Threats",
-    "text": "<b>$</b>. Add a bonus for safe slider attack threats on opponent queen.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var pos2 = colorflip(pos);\n  if ($queen_count(pos2) != 1) return 0;\n  if (board(pos, square.x - 1, square.y - 1) == \"p\") return 0;\n  if (board(pos, square.x + 1, square.y - 1) == \"p\") return 0;\n  if ($attack(pos, square) <= 1) return 0;\n  if (!$mobility_area(pos, square)) return 0;\n  var diagonal = $queen_attack_diagonal(pos2, {x:square.x, y:7-square.y});\n  if (diagonal && $bishop_xray_attack(pos, square)) return 1;\n  if (!diagonal\n   && $rook_xray_attack(pos, square)\n   && $queen_attack(pos2, {x:square.x, y:7-square.y})) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true
-  });
-  data.push({
-    "name": "Knight on queen",
-    "group": "Threats",
-    "text": "<b>$</b>. Add a bonus for safe knight attack threats on opponent queen.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var pos2 = colorflip(pos);\n  var qx = -1, qy = -1;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"q\") {\n        if (qx >= 0 || qy >= 0) return 0;\n        qx = x;\n        qy = y;\n      }\n    }\n  }\n  if ($queen_count(pos2) != 1) return 0;\n  if (board(pos, square.x - 1, square.y - 1) == \"p\") return 0;\n  if (board(pos, square.x + 1, square.y - 1) == \"p\") return 0;\n  if ($attack(pos, square) <= 1 && $attack(pos2, {x:square.x, y:7-square.y}) > 1) return 0;\n  if (!$mobility_area(pos, square)) return 0;\n  if (!$knight_attack(pos, square)) return 0;\n  if (Math.abs(qx-square.x) == 2 && Math.abs(qy-square.y) == 1) return 1;\n  if (Math.abs(qx-square.x) == 1 && Math.abs(qy-square.y) == 2) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true
-  });
-  data.push({
-    "name": "Outpost total",
-    "group": "Pieces",
-    "text": "<b>$</b>. Middlegame and endgame bonuses for knights and bishops outposts, bigger if outpost piece is supported by a pawn.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"N\"\n   && board(pos, square.x, square.y) != \"B\") return 0;\n  var knight = board(pos, square.x, square.y) == \"N\";\n  var reachable = 0;\n  if (!$outpost(pos, square)) {\n    reachable = $reachable_outpost(pos, square);\n    if (!reachable) return 0;\n  }\n  return (knight ? 2 : 1) / (reachable ? 2 : 1);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": true,
-    "elo": {
-      "value": "12.05",
-      "error": "4.2",
-      "link": "http://tests.stockfishchess.org/tests/view/5a774a8b0ebc5902971a9877"
-    }
-  });
-  data.push({
-    "name": "Pieces mg",
-    "group": "Pieces",
-    "text": "<b>$</b>. Middlegame bonuses and penalties to the pieces of a given color and type. Mobility not included here.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"NBRQ\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  var v = 0;\n  v += 36 * $outpost_total(pos, square);\n  v += 18 * $minor_behind_pawn(pos, square);\n  v -= 3 * $bishop_pawns(pos, square);\n  v += 10 * $rook_on_pawn(pos, square);\n  v += [0,18,44][$rook_on_file(pos, square)];\n  v -= $trapped_rook(pos, square) * 47 * (pos.c[0] || pos.c[1] ? 1 : 2);\n  v -= 49 * $weak_queen(pos, square);\n  v -= 7 * $king_protector(pos, square);\n  v += 45 * $long_diagonal_bishop(pos, square);\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Pieces eg",
-    "group": "Pieces",
-    "text": "<b>$</b>. Endgame bonuses and penalties to the pieces of a given color and type. Mobility not included here.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (\"NBRQ\".indexOf(board(pos, square.x, square.y)) < 0) return 0;\n  var v = 0;\n  v += 12 * $outpost_total(pos, square);\n  v += 3 * $minor_behind_pawn(pos, square);\n  v -= 7 * $bishop_pawns(pos, square);\n  v += 32 * $rook_on_pawn(pos, square);\n  v += [0,7,20][$rook_on_file(pos, square)];\n  v -= $trapped_rook(pos, square) * 4 * (pos.c[0] || pos.c[1] ? 1 : 2);\n  v -= 15 * $weak_queen(pos, square);\n  v -= 8 * $king_protector(pos, square);\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Restricted",
-    "group": "Threats",
-    "text": "<b>$</b>. Bonus for restricting their piece moves.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($attack(pos, square) == 0) return 0;\n  var pos2 = colorflip(pos);\n  if (!$attack(pos2, {x:square.x,y:7-square.y})) return 0;\n  if ($pawn_attack(pos2, {x:square.x,y:7-square.y}) > 0) return 0;\n  if ($attack(pos2, {x:square.x,y:7-square.y}) > 1 && $attack(pos, square) == 1) return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Threats mg",
-    "group": "Threats",
-    "text": "<b>$</b>. Middlegame threats bonus.",
-    "code": "function $$(pos) {\n  var v = 0;\n  v += 69 * $hanging(pos);\n  v += $king_threat(pos) > 0 ? 24 : 0;\n  v += 48 * $pawn_push_threat(pos);\n  v += 13 * $rank_threat(pos);\n  v += 173 * $threat_safe_pawn(pos);\n  v += 59 * $slider_on_queen(pos);\n  v += 16 * $knight_on_queen(pos);\n  v += 7 * $restricted(pos);\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      var s = {x:x,y:y};\n      v += [0,0,39,57,68,62,0][$minor_threat(pos, s)];\n      v += [0,0,38,38,0,51,0][$rook_threat(pos, s)];\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Threats eg",
-    "group": "Threats",
-    "text": "<b>$</b>. Endgame threats bonus.",
-    "code": "function $$(pos) {\n  var v = 0;\n  v += 36 * $hanging(pos);\n  v += $king_threat(pos) > 0 ? 89 : 0;\n  v += 39 * $pawn_push_threat(pos);\n  v += 94 * $threat_safe_pawn(pos);\n  v += 18 * $slider_on_queen(pos);\n  v += 12 * $knight_on_queen(pos);\n  v += 7 * $restricted(pos);\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      var s = {x:x,y:y};\n      v += [0,31,42,44,112,120,0][$minor_threat(pos, s)];\n      v += [0,24,71,61,38,38,0][$rook_threat(pos, s)];\n    }\n  }\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Knight defender",
-    "group": "King",
-    "text": "<b>$</b>. Squares defended by knight near our king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($knight_attack(pos, square) && $king_attack(pos, square)) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Bishop defender",
-    "group": "King",
-    "text": "<b>$</b>. Squares defended by bishop near our king.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($bishop_xray_attack(pos, square) && $king_attack(pos, square)) return 1;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Endgame shelter",
-    "group": "King",
-    "text": "<b>$</b>. Add an endgame component to the blockedstorm penalty so that the penalty applies more uniformly through the game.",
-    "code": "function $$(pos, square) {\n  var w = 0, s = 1024, tx = null;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (board(pos, x, y) == \"k\"\n       || pos.c[2] && x == 6 && y == 0\n       || pos.c[3] && x == 2 && y == 0) {\n        var w1 = $strength_square(pos, {x:x,y:y});\n        var s1 = $storm_square(pos, {x:x,y:y});\n        var e1 = $storm_square(pos, {x:x,y:y}, true);\n        if (s1 - w1 < s - w) { w = w1; s = s1; e = e1; }\n      }\n    }\n  }\n  if (square == null) return e;\n  return 0;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "King mg",
-    "group": "King",
-    "text": "<b>$</b> assigns middlegame bonuses and penalties for attacks on enemy king.",
-    "code": "function $$(pos) {\n  var v = 0;\n  var kd = $king_danger(pos);\n  v -= $shelter_strength(pos);\n  v += $shelter_storm(pos);\n  v += (kd * kd / 4096) << 0;\n  v += 8 * $close_enemies(pos);\n  v += 17 * $pawnless_flank(pos);\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "King eg",
-    "group": "King",
-    "text": "<b>$</b> assigns endgame bonuses and penalties for attacks on enemy king.",
-    "code": "function $$(pos) {\n  var v = 0;\n  v -= 16 * $king_pawn_distance(pos);\n  v += $endgame_shelter(pos);\n  v += 95 * $pawnless_flank(pos);\n  v += ($king_danger(pos) / 16) << 0;\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 0,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Attacks on space",
-    "group": "Space",
-    "text": "<b>$</b>. Every square in our space area that is attacked by enemy. Only safe squares one, two or three squares behind a friendly pawn are counted.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if ($space_area(pos, square) < 2) return 0;\n  if (!$attack(colorflip(pos), {x:square.x,y:7-square.y})) return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Space",
-    "group": "Space",
-    "text": "<b>$</b> computes the space evaluation for a given side. The [[Space area]] bonus is multiplied by a weight: number of our pieces minus two times number of open files. The aim is to improve play on game opening.",
-    "code": "function $$(pos, square) {\n  if ($non_pawn_material(pos) + $non_pawn_material(colorflip(pos)) < 12222) return 0;\n  var weight = -1;\n  for (var x = 0; x < 8; x++) {\n    for (var y = 0; y < 8; y++) {\n      if (\"PNBRQK\".indexOf(board(pos, x, y)) >= 0) weight++;\n    }\n  }\n  return (($space_area(pos, square) * weight * weight / 16) << 0) - 4 * $attacks_on_space(pos, square);\n}",
-    "links": [],
-    "eval": true,
-    "squares": 0,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Double attacked pawn",
-    "group": "Pawns",
-    "text": "<b>$</b>. Bonus for double attacks on unsupported pawns.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  if (board(pos, square.x, square.y) != \"p\") return 0;\n  if (board(pos, square.x - 1, square.y + 1) != \"P\") return 0;\n  if (board(pos, square.x + 1, square.y + 1) != \"P\") return 0;\n  if (board(pos, square.x - 1, square.y - 1) == \"p\") return 0;\n  if (board(pos, square.x + 1, square.y - 1) == \"p\") return 0;\n  return 1;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": true,
-    "elo": null
-  });
-  data.push({
-    "name": "Pawns mg",
-    "group": "Pawns",
-    "text": "<b>$</b> is middlegame evaluation for pawns.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  v -= $isolated(pos, square) ? 5 : 0;\n  v -= $backward(pos, square) ? 9 : 0;\n  v -= $doubled(pos, square) ? 11 : 0;\n  v += $connected(pos, square) ?  $connected_bonus(pos, square) : 0;\n  v -= 13 * $weak_unopposed_pawn(pos, square);\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  data.push({
-    "name": "Pawns eg",
-    "group": "Pawns",
-    "text": "<b>$</b> is endgame evaluation for pawns.",
-    "code": "function $$(pos, square) {\n  if (square == null) return sum(pos, $$);\n  var v = 0;\n  v -= $isolated(pos, square) ? 15 : 0;\n  v -= $backward(pos, square) ? 24 : 0;\n  v -= $doubled(pos, square) ? 56 : 0;\n  v += $connected(pos, square) ?  $connected_bonus(pos, square) * ($rank(pos, square) - 3) / 4 << 0 : 0;\n  v -= 27 * $weak_unopposed_pawn(pos, square);\n  v += 20 * $double_attacked_pawn(pos, square);\n  return v;\n}",
-    "links": [],
-    "eval": true,
-    "squares": 1,
-    "highlight": 2,
-    "forwhite": true,
-    "graph": false,
-    "elo": null
-  });
-  for (var i = 0; i < data.length; i++) eval("$" + data[i].name.toLowerCase().replace(/ /g, "_") + " = " + data[i].code + ";");
-  return data;
-})();
-
-
-// Input box and commands
-
-function command(text) {
-  if (text == null || text.length == 0) return;
-  var mvdivs = ['<div class="moves">', '<div class="tview2 tview2-column">', '<div class="extension-item Moves">'];
-  for (var i = 0; i < mvdivs.length; i++) {
-    if (text.indexOf(mvdivs[i]) >= 0) {
-      var text2 = text,
-        ntext = '';
-      text2 = text2.replace(/<span class="user_link[^>]*>([^<]*)<\/span>/g, "<a class=\"user_link\">$1</a>");
-      var nmt = '<a class="user_link';
-      if (text2.indexOf(nmt) > 0) {
-        text2 = text2.substr(text2.indexOf(nmt) + nmt.length);
-        text2 = text2.substr(text2.indexOf(">") + 1);
-        ntext += "[White \"" + text2.substr(0, text2.indexOf("</a>")).replace(/<span[^>]*>[^<]*<\/span>/g, "").replace(/&nbsp;/g, " ").trim() + "\"]\n";
-        text2 = text2.substr(text2.indexOf("</a>") + 4);
-      }
-      if (text2.indexOf(nmt) > 0) {
-        text2 = text2.substr(text2.indexOf(nmt) + nmt.length);
-        text2 = text2.substr(text2.indexOf(">") + 1);
-        ntext += "[Black \"" + text2.substr(0, text2.indexOf("</a>")).replace(/<span[^>]*>[^<]*<\/span>/g, "").replace(/&nbsp;/g, " ").trim() + "\"]\n";
-        text2 = text2.substr(text2.indexOf("</a>") + 4);
-      }
-      text2 = text;
-      nmt = '<div class="playerInfo';
-      for (var j = 0; j < 2; j++)
-        if (text2.indexOf(nmt) > 0) {
-          text2 = text2.substr(text2.indexOf(nmt));
-          var black = text2.indexOf("black") < text2.indexOf(">");
-          text2 = text2.substr(nmt.length);
-          var h = '<h2 class="name">';
-          var nm = "[" + (black ? "Black" : "White") + " \"" + text2.substring(text2.indexOf(h) + h.length, text2.indexOf('</h2>')).trim() + "\"]\n";
-          if (j == 1 && !black) ntext = nm + ntext;
-          else ntext += nm;
-        }
-
-      text = text.substring(text.indexOf(mvdivs[i]));
-      if (i == 2) text = text.replace(/<div class="notationTableInlineElement((?!<\/div>).)*<\/div>/g, "");
-      text = text.substring(mvdivs[i].length, text.indexOf('</div>'));
-      if (i == 2) {
-        text = text.replace(/<dt>\s*(<span[^>]*>)?\s*([^<\s]*)\s*(<\/span>)?\s*<\/dt>/g, "<index>$2</index>")
-          .replace(/<span class="move">\s*([^<\s]*)\s*<\/span>/g, "<move>$1</move>")
-      } else {
-        text = text.replace(/<interrupt>((?!<\/interrupt>).)*<\/interrupt>/g, "")
-          .replace(/<(move|m1|m2)[^<>"]*(("[^"]*")[^<>"]*)*>/g, "<move>").replace(/<\/(m1|m2)>/g, "</move>")
-          .replace(/<\/?san>|<eval>[^<]*<\/eval>|<glyph[^<]*<\/glyph>|<move>\.\.\.<\/move>/g, "")
-          .replace(/\?/g, "x");
-      }
-      text = ntext + text
-        .replace(/{|}/g, "")
-        .replace(/(<index[^>]*>)/g, "{").replace(/<\/index>/g, ".}")
-        .replace(/<move>/g, "{").replace(/<\/move>/g, " }")
-        .replace(/(^|})[^{]*($|{)/g, "");
-    }
-  }
-  if (text.split("/").length == 8 && text.split(".").length == 1) {
-    pos = parseFEN(text);
-    setCurFEN(generateFEN(pos));
-    _history = [
-      [getCurFEN()]
-    ];
-    _historyindex = 0;
-    historyMove(0);
-  } else if (text.split(".").length > 1) {
-    var whitename = null,
-      blackname = null;
-    var wi = text.indexOf("[White \""),
-      bi = text.indexOf("[Black \"");
-    if (wi >= 0 && bi > wi) {
-      var wil = text.substr(wi + 8).indexOf("\"]"),
-        bil = text.substr(bi + 8).indexOf("\"]");
-      if (wil > 0 && wil < 128) whitename = text.substr(wi + 8, wil);
-      if (bil > 0 && bil < 128) blackname = text.substr(bi + 8, bil);
-    }
-
-    text = text.replace(/\u2605/g, "").replace(/\u0445/g, "x");
-    text = " " + text.replace(/\./g, " ").replace(/(\[FEN [^\]]+\])+?/g, function($0, $1) {
-      return $1.replace(/\[|\]|"/g, "").replace(/\s/g, ".");
-    });
-    text = text.replace(/\[Event /g, "* [Event ").replace(/\s(\[[^\]]+\])+?/g, "").replace(/(\{[^\}]+\})+?/g, "");
-    var r = /(\([^\(\)]+\))+?/g;
-    while (r.test(text)) text = text.replace(r, "");
-    text = text.replace(/0-0-0/g, "O-O-O").replace(/0-0/g, "O-O").replace(/(1\-0|0\-1|1\/2\-1\/2)/g, " * ")
-      .replace(/\s\d+/g, " ").replace(/\$\d+/g, "").replace(/\?/g, "");
-    var moves = text.replace(/\s/g, " ").replace(/ +/g, " ").trim().split(' ');
-    var pos = parseFEN(START);
-    var oldhistory = JSON.parse(JSON.stringify(_history));
-    _history = [
-      [START]
-    ];
-    _historyindex = 0;
-    gm = 0;
-    for (var i = 0; i < moves.length; i++) {
-      if (moves[i].length == 0) continue;
-      if ("*".indexOf(moves[i][0]) == 0) {
-        if (i < moves.length - 1) {
-          pos = parseFEN(START);
-          historyAdd(generateFEN(pos), oldhistory);
-          gm++;
-        }
-        continue;
-      } else if (moves[i].indexOf("FEN.") == 0) {
-        pos = parseFEN(moves[i].substring(4).replace(/\./g, " "));
-        if (_history[_historyindex][0] == START) _historyindex--;
-        historyAdd(generateFEN(pos), oldhistory);
-        continue;
-      }
-      if (moves[i] == "--") {
-        pos.w = !pos.w;
-        historyAdd(generateFEN(pos), oldhistory);
-        continue;
-      }
-      var move = parseMove(pos, moves[i]);
-      if (move == null) {
-        alert("incorrect move: " + moves[i] + " " + gm);
-        break;
-      }
-      var san = sanMove(pos, move, genMoves(pos));
-      pos = doMove(pos, move.from, move.to, move.p);
-      historyAdd(generateFEN(pos), oldhistory, move, san);
-    }
-    setCurFEN(generateFEN(pos));
-    historyKeep(whitename, blackname);
-  } else if (text.toLowerCase() == "reset") {
-    setCurFEN(START);
-    _history = [
-      [getCurFEN()]
-    ];
-    _historyindex = 0;
-    historyKeep();
-    _history2 = null;
-    if (_nncache != null) _nncache.clear();
-  } else if (text.toLowerCase() == "clear") {
-    setCurFEN("8/8/8/8/8/8/8/8 w - - 0 0");
-    showBoard();
-    historySave();
-  } else if (text.toLowerCase() == "colorflip") {
-    setCurFEN(generateFEN(colorflip(parseFEN(getCurFEN()))));
-    showBoard();
-    historySave();
-  } else if (text.toLowerCase() == "sidetomove") {
-    setCurFEN(getCurFEN().replace(" w ", " ! ").replace(" b ", " w ").replace(" ! ", " b "));
-    showBoard();
-    historySave();
-  } else if (text.toLowerCase().indexOf("depth ") == 0) {
-    if (_engine != null && _engine.ready) {
-      _engine.depth = Math.min(128, Math.max(0, parseInt(text.toLowerCase().replace("depth ", ""))));
-      if (isNaN(_engine.depth)) _engine.depth = 15;
-    }
-    showBoard();
-    historySave();
-  } else if (text.toLowerCase() == "flip") {
-    doFlip();
-  } else if (text.toLowerCase() == "window") {
-
-    var encoded = "";
-    if (_history[0][0] == START) {
-      var gi = "";
-      for (var i = 1; i < _history.length; i++) {
-        var pos = parseFEN(_history[i - 1][0]);
-        var moves = genMoves(pos);
-        var mindex = -1;
-        for (var j = 0; j < moves.length; j++) {
-          var move = moves[j];
-          var pos2 = doMove(pos, move.from, move.to, move.p);
-          if (generateFEN(pos2) == _history[i][0]) mindex = j;
-        }
-        if (mindex < 0) {
-          gi = "";
-          break;
-        }
-        var symbols = (moves.length + 1).toString(2).length,
-          v = "";
-        for (var j = 0; j < symbols; j++) v += "0";
-        var n = (mindex + 1).toString(2);
-        n = v.substr(n.length) + n;
-        gi += n;
-        if (i == _history.length - 1) gi += v;
-      }
-      var cur = "";
-      for (var i = 0; i < gi.length; i++) {
-        cur += gi[i];
-        if (i == gi.length - 1)
-          while (cur.length < 6) cur += "0";
-        if (cur.length == 6) {
-          encoded += "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789-_"[parseInt(cur, 2)];
-          cur = "";
-        }
-      }
-    }
-    var wb = document.getElementById("wb").children;
-    var lparams = [];
-    for (var i = 0; i < wb.length; i++) {
-      if (wb[i].tagName != 'DIV') continue;
-      var winId = wb[i].id.substring(2);
-      var elem = document.getElementById("w" + winId);
-      if (elem.style.display == "none") continue;
-      if (elem.style.position == "absolute" && !_mobile) {
-        lparams.push((winId[0] + elem.style.width + "," + elem.style.height + "," + elem.style.left + "," + elem.style.top).replace(/px/g, ""));
-      } else if ((elem.style.width != elem.originalWidth || elem.style.height != elem.originalHeight) && !_mobile) {
-        lparams.push((winId[0] + elem.style.width + "," + elem.style.height).replace(/(\.[0-9]+)?px/g, ""));
-      } else lparams.push(winId[0]);
-    }
-    var lparamsstr = lparams.join(" ").toLowerCase();
-    var url = [location.protocol, '//', location.host, location.pathname].join('');
-    var params = [];
-    if (_color > 0) params.push("col" + _color);
-    if (_engine != null && _engine.ready && _engine.depth != 15) params.push("depth " + _engine.depth);
-    if (lparamsstr != "c m h g") params.push("layout " + (lparamsstr.length == 0 ? "-" : lparamsstr));
-    if (encoded.length > 0) params.push("~" + encoded);
-    else if (getCurFEN() != START) params.push(getCurFEN());
-    for (var i = 0; i < params.length; i++) {
-      url += (i == 0 ? "?" : "&") + String.fromCharCode("a".charCodeAt(0) + i) + "=" + params[i];
-    }
-    window.open(url, "_blank");
-
-  } else if (text[0] == "~") {
-    var pos = parseFEN(START);
-    var oldhistory = JSON.parse(JSON.stringify(_history));
-    _history = [
-      [START]
-    ];
-    _historyindex = 0;
-    var gi = "";
-    for (var i = 1; i < text.length; i++) {
-      var n = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789-_".indexOf(text[i]).toString(2);
-      gi += "000000".substr(n.length) + n;
-    }
-    var i = 0;
-    while (i < gi.length) {
-      var moves = genMoves(pos);
-      var symbols = (moves.length + 1).toString(2).length,
-        cur = "";
-      for (var j = 0; j < symbols; j++) {
-        cur += (i < gi.length ? gi[i] : "0");
-        i++;
-      }
-      var n = parseInt(cur, 2);
-      if (n == 0 || n >= moves.length + 1) break;
-      var move = moves[n - 1],
-        san = sanMove(pos, move, moves);
-      pos = doMove(pos, move.from, move.to, move.p);
-      historyAdd(generateFEN(pos), oldhistory, move, san);
-    }
-    setCurFEN(generateFEN(pos));
-    historyKeep();
-  } else if (text.toLowerCase() == "revert") {
-    if (_history2 != null) {
-      _historyindex = _history2[0];
-      _history = _history2[1];
-      _history2 = null;
-      setCurFEN(_history[_historyindex][0]);
-      refreshButtonRevert();
-      historyMove(0);
-    }
-  } else if (text.toLowerCase() == "keep") {
-    historyKeep(_wname, _bname);
-  } else if (text.length == 4 && text.toLowerCase().indexOf("col") == 0) {
-    setBoardColor(Math.max(0, text.charCodeAt(3) - "0".charCodeAt(0)));
-  } else if (text.toLowerCase().indexOf("layout ") == 0) {
-    var a = text.toUpperCase().split(" ");
-    a.splice(0, 1);
-    var wb = document.getElementById("wb").children;
-    for (var i = 0; i < wb.length; i++) {
-      if (wb[i].tagName != 'DIV') continue;
-      var winId = wb[i].id.substring(2);
-      var cur = a.find(function(x) {
-        return x[0] == winId[0];
-      });
-      if (cur != null && !_mobile) {
-        cur = cur.substring(1);
-        var b = cur.length == 0 ? [] : cur.split(",");
-        var elem = document.getElementById("w" + winId);
-        if (elem.firstElementChild.ondblclick != null) elem.firstElementChild.ondblclick();
-        if (b.length >= 2) {
-          elem.style.width = b[0] + "px";
-          elem.style.height = b[1] + "px";
-        }
-        if (b.length >= 4) {
-          elem.style.left = b[2] + "px";
-          elem.style.top = b[3] + "px";
-          elem.style.position = "absolute";
-        }
-        showHideWindow(winId, true);
-      } else if (cur != null && _mobile) showHideWindow(winId, true);
-      else if (!_mobile) showHideWindow(winId, false);
-    }
-  } else {
-    for (var i = 0; i < _curmoves.length; i++)
-      if (_curmoves[i].san == text) {
-        doMoveHandler(_curmoves[i].move);
-        break;
-      }
-  }
-}
-
-function dosearch() {
-  var text = document.getElementById('searchInput').value;
-  document.getElementById('searchInput').value = getCurFEN();
-  command(text);
-  document.getElementById('searchInput').value = getCurFEN();
-  document.getElementById('searchInput').blur();
-}
-
-function showHideButtonGo(state) {
-  if (!document.getElementById('searchInput').focus) state = false;
-  if (state && document.getElementById('searchInput').value == getCurFEN()) state = false;
-  document.getElementById("buttonGo").style.display = state ? "" : "none";
-}
-
-function setupInput() {
-  document.getElementById("buttonGo").onclick = function() {
-    dosearch();
-  };
-  document.getElementById("buttonGo").onmousedown = function(event) {
-    event.preventDefault();
-  };
-  var input = document.getElementById("searchInput");
-  input.onmousedown = function() {
-    this.focuswithmouse = 1;
-  };
-  input.onmouseup = function() {
-    if (this.focuswithmouse == 2 && input.selectionStart == input.selectionEnd) this.select();
-    this.focuswithmouse = 0;
-  }
-  input.onfocus = function() {
-    if (this.focuswithmouse == 1) this.focuswithmouse = 2;
-    else {
-      input.select();
-      this.focuswithmouse = 0;
-    }
-    showHideButtonGo(true);
-    document.onkeydown = null;
-  };
-  input.onblur = function() {
-    input.selectionStart = input.selectionEnd;
-    showHideButtonGo(false);
-    document.onkeydown = onKeyDown;
-    this.focuswithmouse = 0;
-  };
-  input.onpaste = function() {
-    window.setTimeout(function() {
-      showHideButtonGo(true);
-    }, 1);
-  };
-  input.onkeydown = function(e) {
-    if (e.keyCode == 27) e.preventDefault();
-    window.setTimeout(function() {
-      showHideButtonGo(true);
-    }, 1);
-  };
-  input.onkeyup = function(e) {
-    if (e.keyCode == 27) {
-      input.value = getCurFEN();
-      this.select();
-      showHideButtonGo(true);
-    }
-  };
-  document.getElementById("simpleSearch").onsubmit = function() {
-    dosearch();
-    return false;
-  };
-}
-
-// Tooltip
-
-function getClientY(e) {
-  if (!_mobile) return e.clientY;
-  var scrollOffset = (window.pageYOffset || document.documentElement.scrollTop) - (document.documentElement.clientTop || 0);
-  return (e.clientY + scrollOffset) * _bodyScale;
-}
-
-function updateTooltipPos(e) {
-  var tooltip = document.getElementById("tooltip");
-  tooltip.style.left = (e.clientX * _bodyScale) + "px";
-  tooltip.style.top = (getClientY(e) + 20) + "px";
-}
-
-function updateTooltip(text, answerpv, movenumber, cl, e) {
-  var state = text.length > 0;
-  var tooltip = document.getElementById("tooltip");
-  while (tooltip.firstChild) tooltip.removeChild(tooltip.firstChild);
-  var span1 = document.createElement('span');
-  setElemText(span1, state ? text : "")
-  if (movenumber != null) {
-    var span2 = document.createElement('span');
-    span2.style.color = "#64c4db";
-    setElemText(span2, movenumber + " ")
-    tooltip.appendChild(span2);
-  }
-  if (cl != null && cl != "circle") {
-    var span3 = document.createElement('span');
-    span3.className = cl;
-    tooltip.appendChild(span3);
-    span1.style.paddingLeft = "12px";
-  }
-  tooltip.appendChild(span1);
-
-  _tooltipState = state;
-  tooltip.style.display = state ? "" : "none";
-  if (e != null) updateTooltipPos(e);
-
-  if (answerpv != null && answerpv.length > 0 && (answerpv[0].length == 4 || answerpv[0].length == 5)) {
-    for (var i = 0; i < Math.min(answerpv.length, _movesPv ? 5 : 1); i++) {
-      var move = {
-        from: {
-          x: "abcdefgh".indexOf(answerpv[i][0]),
-          y: "87654321".indexOf(answerpv[i][1])
-        },
-        to: {
-          x: "abcdefgh".indexOf(answerpv[i][2]),
-          y: "87654321".indexOf(answerpv[i][3])
-        }
-      };
-      showArrow1(move, 1 - (i / 5));
-    }
-  } else setArrow(_arrow);
-}
-
-// Chessboard and arrows
-
-function getEvalText(e, s) {
-  if (e == null) return s ? "" : "?";
-  var matein = Math.abs(Math.abs(e) - 1000000);
-  if (Math.abs(e) > 900000) {
-    if (s) return (e > 0 ? "+M" : "-M") + matein;
-    else return (e > 0 ? "white mate in " : "black mate in ") + matein;
-  }
-  return (e / 100).toFixed(2);
-}
-
-function showLegalMoves(from) {
-  setArrow(from == null);
-  var pos = parseFEN(getCurFEN());
-  var elem = document.getElementById('chessboard1');
-  for (var i = 0; i < elem.children.length; i++) {
-    var div = elem.children[i];
-    if (div.tagName != 'DIV') continue;
-    if (div.style.zIndex > 0) continue;
-    var x = parseInt(div.style.left.replace("px", "")) / 40;
-    var y = parseInt(div.style.top.replace("px", "")) / 40;
-    if (_flip) {
-      x = 7 - x;
-      y = 7 - y;
-    }
-    var c = div.className.split(' ')[0] + " " + div.className.split(' ')[1];
-    if (div.className.indexOf(" h2") >= 0) c += " h2";
-    div.className = c;
-    div.onmouseover = null;
-    setElemText(div, "");
-    if (from == null || from.x < 0 || from.y < 0) continue;
-    if (from.x == x && from.y == y) {
-      div.className += " h0";
-      _clickFromElem = div;
-    } else if (isLegal(pos, from, {
-      x: x,
-      y: y
-    })) {
-      if (_curmoves.length == 0) continue;
-      var text = "",
-        san = "",
-        answerpv = null,
-        cl = null;
-      for (var j = 0; j < _curmoves.length; j++) {
-        if (_curmoves[j].move.from.x == from.x && _curmoves[j].move.from.y == from.y &&
-          _curmoves[j].move.to.x == x && _curmoves[j].move.to.y == y &&
-          (_curmoves[j].move.p == 'Q' || _curmoves[j].move.p == null)) {
-          text = getEvalText(_curmoves[j].eval, true);
-          san = _curmoves[j].san;
-          answerpv = _curmoves[j].answerpv;
-          cl = getCircleClassName(j);
-          break;
-        }
-      }
-      div.className += " h1";
-      setElemText(div, text);
-      div.tooltip = san + (text.length > 0 ? " " + text : "");
-      div.answerpv = answerpv == null ? [] : answerpv;
-      div.cl = cl == null ? "circle" : cl;
-      div.onmouseover = function(e) {
-        updateTooltip(this.tooltip, this.answerpv, null, this.cl, e);
-      };
-      div.onmouseout = function() {
-        updateTooltip("");
-      };
-    }
-    updateTooltip("");
-  }
-
-  elem = document.getElementById('editWrapper').children[0];
-  for (var i = 0; i < elem.children.length; i++) {
-    var div = elem.children[i];
-    if (div.tagName != 'DIV') continue;
-    if (div.style.zIndex > 0) continue;
-    var x = -parseInt(div.style.left.replace("px", "")) / 40 - 1;
-    var y = -parseInt(div.style.top.replace("px", "")) / 40 - 1;
-    var c = div.className.split(' ')[0] + " " + div.className.split(' ')[1];
-    div.className = c;
-    setElemText(div, "");
-    if (from == null || from.x >= 0 || from.y >= 0) continue;
-    if (from.x == x && from.y == y) {
-      div.className += " h0";
-      _clickFromElem = div;
-    }
-  }
-  showArrow3(null);
-
-  _clickFrom = from;
-}
-
-function updateLegalMoves() {
-  var pos = parseFEN(getCurFEN());
-  var elem = document.getElementById('chessboard1');
-  for (var i = 0; i < elem.children.length; i++) {
-    var div = elem.children[i];
-    if (div.tagName != 'DIV' || div.style.zIndex > 0 || div.className.indexOf(" h1") < 0 || div.cl != "circle") continue;
-    var x = parseInt(div.style.left.replace("px", "")) / 40;
-    var y = parseInt(div.style.top.replace("px", "")) / 40;
-    if (_flip) {
-      x = 7 - x;
-      y = 7 - y;
-    }
-    var c = div.className.split(' ')[0] + " " + div.className.split(' ')[1];
-    if (div.className.indexOf(" h2") >= 0) c += " h2";
-    for (var j = 0; j < _curmoves.length; j++) {
-      if (div.tooltip == _curmoves[j].san) {
-        var text = getEvalText(_curmoves[j].eval, true);
-        var san = _curmoves[j].san;
-        var answerpv = _curmoves[j].answerpv;
-        var cl = getCircleClassName(j);
-        setElemText(div, text);
-        div.tooltip = san + (text.length > 0 ? " " + text : "");
-        div.answerpv = answerpv == null ? [] : answerpv;
-        div.cl = cl == null ? "circle" : cl;
-        div.onmouseover = function(e) {
-          updateTooltip(this.tooltip, this.answerpv, null, this.cl, e);
-        };
-        div.onmouseout = function() {
-          updateTooltip("");
-        };
-        if (_tooltipState && getElemText(document.getElementById("tooltip").firstChild) == _curmoves[j].san) updateTooltip(div.tooltip, div.answerpv, null, div.cl, null);
-        break;
-      }
-    }
-  }
-}
-
-function setArrow(state) {
-  _arrow = state;
-  if (_arrow && _curmoves.length > 0 && _curmoves[0].eval != null) showArrow1(_curmoves[0].move);
-  else showArrow1();
-}
-
-function repaintLastMoveArrow() {
-  var lastmove = (getCurFEN() == _history[_historyindex][0] && _history[_historyindex].length > 2) ? _history[_historyindex][2] : null;
-  if (lastmove != null) {
-    var elem = document.getElementById("arrowWrapper2");
-    if (elem.children[0].children != null)
-      elem.children[0].children[0].children[0].children[0].style.fill = elem.children[0].children[1].style.stroke = getGraphPointColor(_historyindex);
-  }
-  showArrow2(lastmove);
-}
-
-function scrollReset(winId) {
-  var windowElem = document.getElementById("w" + winId);
-  var scrollElem = document.getElementById(winId.toLowerCase());
-  var oldDisplay = windowElem.style.display;
-  windowElem.style.display = "";
-  scrollElem.scrollTop = 0;
-  windowElem.style.display = oldDisplay;
-}
-
-function showBoard(noeval, refreshhistory, keepcontent) {
-  var pos = parseFEN(getCurFEN());
-  var dragElem = document.getElementById('dragPiece');
-  while (dragElem.firstChild) dragElem.removeChild(dragElem.firstChild);
-  var elem = document.getElementById('chessboard1');
-  if (keepcontent && elem.children.length != 64) keepcontent = false;
-  if (!keepcontent)
-    while (elem.firstChild) elem.removeChild(elem.firstChild);
-  var index = 0;
-  for (var x = 0; x < 8; x++)
-    for (var y = 0; y < 8; y++) {
-      var div = keepcontent ? elem.children[index] : document.createElement('div');
-      index++;
-      div.style.left = (_flip ? 7 - x : x) * 40 + "px";
-      div.style.top = (_flip ? 7 - y : y) * 40 + "px";
-      div.className = ((x + y) % 2 ? "d" : "l");
-      div.className += " " + pos.b[x][y];
-      if (pos.b[x][y] == "K" && isWhiteCheck(pos) ||
-        pos.b[x][y] == "k" && isWhiteCheck(colorflip(pos))) div.className += " h2";
-      if (!keepcontent) elem.appendChild(div);
-    }
-  if (_clickFromElem != null && _clickFrom != null && _clickFrom.x >= 0 && _clickFrom.y >= 0) _clickFromElem = null;
-  document.getElementById('searchInput').value = getCurFEN();
-
-  if (!noeval) {
-    refreshMoves();
-    if (refreshhistory)
-      for (var i = 0; i < _history.length; i++)
-        if (_history[i].length > 1 && _history[i][1] != null) _history[i][1].depth = -1;
-    scrollReset("Moves");
-    scrollReset("Opening");
-    scrollReset("Static");
-    if (_engine && !_engine.kill) evalAll();
-
-  }
-  document.getElementById('buttonStm').className = pos.w ? "white" : "black";
-
-  setArrow(true);
-  repaintLastMoveArrow();
-  showArrow3(null);
-
-  if (_menu) reloadMenu();
-  repaintGraph();
-  repaintSidebars();
-  updateInfo();
-  repaintStatic();
-  repaintLczero();
-  updateTooltip("");
-}
-
-function findMoveIndexBySan(san) {
-  for (var i = 0; i < _curmoves.length; i++)
-    if (san == _curmoves[i].san) return i;
-  return null;
-}
-
-function highlightMove(index, state) {
-  setArrow(!state);
-  if (_dragElement != null) return;
-  var elem = document.getElementById('chessboard1');
-  var x1 = _curmoves[index].move.from.x;
-  var y1 = _curmoves[index].move.from.y;
-  var x2 = _curmoves[index].move.to.x;
-  var y2 = _curmoves[index].move.to.y;
-  var text = getEvalText(_curmoves[index].eval, true);
-  for (var i = 0; i < elem.children.length; i++) {
-    var div = elem.children[i];
-    if (div.tagName != 'DIV') continue;
-    if (div.style.zIndex > 0) continue;
-    var x = parseInt(div.style.left.replace("px", "")) / 40;
-    var y = parseInt(div.style.top.replace("px", "")) / 40;
-    if (_flip) {
-      x = 7 - x;
-      y = 7 - y;
-    }
-    var c = div.className.split(' ')[0] + " " + div.className.split(' ')[1];
-    setElemText(div, "");
-    if (div.className.indexOf(" h2") >= 0) c += " h2";
-    if (state && x1 == x && y1 == y) div.className = c + " h0";
-    else if (state && x2 == x && y2 == y) {
-      div.className = c + " h1";
-      setElemText(div, text);
-    } else div.className = c;
-    div.onmouseover = null;
-  }
-  if (state) updateTooltip("", _curmoves[index].answerpv);
-  else updateTooltip("");
-}
-
-function showArrowInternal(move, wrapperId, opacity = 1) {
-  var elem = document.getElementById(wrapperId);
-  if (move == null) {
-    elem.style.display = "none";
-    return;
-  }
-  if (elem.children[0].children == null) return;
-  var line = elem.children[0].children[1];
-  line.setAttribute('x1', 20 + (_flip ? 7 - move.from.x : move.from.x) * 40);
-  line.setAttribute('y1', 20 + (_flip ? 7 - move.from.y : move.from.y) * 40);
-  line.setAttribute('x2', 20 + (_flip ? 7 - move.to.x : move.to.x) * 40);
-  line.setAttribute('y2', 20 + (_flip ? 7 - move.to.y : move.to.y) * 40);
-  line.style.opacity = opacity.toFixed(2);
-  elem.style.display = "block";
-
-}
-
-function showArrow1(move, opacity) {
-  var elem = document.getElementById("arrowWrapper1");
-  var elem0 = elem.children[0];
-  if (opacity == null || opacity == 1)
-    for (var i = elem0.children.length - 1; i >= 2; i--) elem0.removeChild(elem0.children[i]);
-  else elem.children[0].appendChild(elem0.children[1].cloneNode(false));
-  showArrowInternal(move, "arrowWrapper1", opacity);
-}
-
-function showArrow2(move) {
-  showArrowInternal(move, "arrowWrapper2");
-}
-
-function showArrow3(move) {
-  var elem0 = document.getElementById("arrowWrapper3").children[0];
-  if (elem0.children == null) return;
-  if (move == null) {
-    for (var i = elem0.children.length - 1; i >= 2; i--) elem0.removeChild(elem0.children[i]);
-  } else if (move.from.x == move.to.x && move.from.y == move.to.y || !bounds(move.from.x, move.from.y) || !bounds(move.to.x, move.to.y)) {
-    elem0.children[1].style.display = "none";
-  } else {
-    elem0.children[1].style.display = "";
-  }
-  showArrowInternal(move, "arrowWrapper3");
-}
-
-function finalArrow3() {
-  var elem = document.getElementById("arrowWrapper3");
-  var list = elem.children[0].children,
-    remElem = null;
-  if (list == null) return;
-  if (list[1].style.display == "none") return;
-  for (var i = 2; i < list.length; i++) {
-    if (list[i].getAttribute("x1") == list[1].getAttribute("x1") &&
-      list[i].getAttribute("y1") == list[1].getAttribute("y1") &&
-      list[i].getAttribute("x2") == list[1].getAttribute("x2") &&
-      list[i].getAttribute("y2") == list[1].getAttribute("y2")) remElem = list[i];
-  }
-  if (remElem == null) {
-    elem.children[0].appendChild(list[1].cloneNode(false));
-  } else {
-    elem.children[0].removeChild(remElem);
-  }
-  list[1].style.display = "none";
-}
-
-function updateInfo() {
-  var curfen = getCurFEN();
-  var pos = parseFEN(curfen);
-  var curpos = pos.m[1];
-  var positionInfoText = "Position: " + (_historyindex + 1) + " of " + _history.length + " - Last Move: ";
-  if (_history[_historyindex].length > 3 && _history[_historyindex][3] != null) {
-    var pos2 = parseFEN(_history[_historyindex][0]);
-    positionInfoText += (pos2.w ? (pos2.m[1] - 1) + "... " : pos2.m[1] + ". ") + _history[_historyindex][3];
-  } else positionInfoText += "-";
-  var movesInfoText = (pos.w ? "White" : "Black") + " To Play (" + _curmoves.length + " Legal Move" + (_curmoves.length == 1 ? "" : "s") + ")";
-  setElemText(document.getElementById('positionInfo'), positionInfoText);
-  setElemText(document.getElementById('movesInfo'), movesInfoText);
-
-  // History window
-  var elem = document.getElementById("history"),
-    movesText = "";
-  while (elem.firstChild) elem.removeChild(elem.firstChild);
-  var div = document.createElement('div');
-  var lastmn = null,
-    mn = null;
-  for (var i = 0; i < _history.length; i++) {
-    if (mn != lastmn) {
-      var span1 = document.createElement('span');
-      setElemText(span1, mn + ". ");
-      span1.style.color = "#64c4db";
-      div.appendChild(span1);
-      if (i <= _historyindex) movesText += mn + ".";
-      lastmn = mn;
-    }
-    var mn = parseMoveNumber(_history[i][0]);
-    var san = '\u2605';
-    if (_history[i].length > 3 && _history[i][3] != null) san = _history[i][3];
-    var span2 = document.createElement('span');
-    setElemText(span2, san);
-    span2.className = "movelink" + (i == _historyindex ? " selected" : "");
-    span2.targetindex = i;
-    var c = getGraphPointColor(i);
-    if (c != "#008800") span2.style.borderBottomColor = c;
-    span2.onclick = function() {
-      var i = this.targetindex;
-      if (i < _history.length && i >= 0 && i != _historyindex) {
-        historyMove(i - _historyindex);
-      }
-    }
-    div.appendChild(span2);
-    div.appendChild(document.createTextNode(" "));
-    if (i > 0 && i <= _historyindex) movesText += san + " ";
-  }
-  elem.appendChild(div);
-
-  // Opening window
-  elem = document.getElementById("opening");
-  while (elem.firstChild) elem.removeChild(elem.firstChild);
-  var list = [],
-    lengthMatch = 0,
-    indexMatch = -1;
-  for (var i = 0; i < _open.length; i++) {
-    if (movesText.indexOf(_open[i][2]) == 0 && _open[i][2].length > lengthMatch) {
-      indexMatch = i;
-      lengthMatch = _open[i][2].length;
-    }
-  }
-  if (indexMatch >= 0) {
-    list.push({
-      name: _open[indexMatch][0] + " " + _open[indexMatch][1],
-      score: _open[indexMatch][3] + "%",
-      popularity: (_open[indexMatch][4] / 100).toFixed(2) + "%",
-      moves: _open[indexMatch][2]
-    });
-  }
-  for (var i = 0; i < _open.length; i++) {
-    if ((movesText.length > 0 || _history[0][0] == START) && _open[i][2].indexOf(movesText) == 0 && list.length < 64) {
-      list.push({
-        name: _open[i][0] + " " + _open[i][1],
-        score: _open[i][3] + "%",
-        popularity: (_open[i][4] / 100).toFixed(2) + "%",
-        moves: _open[i][2]
-      });
-    }
-  }
-  for (var i = 0; i < list.length; i++) {
-    var node1 = document.createElement("DIV");
-    node1.className = "line";
-    var node2 = document.createElement("SPAN");
-    node2.className = "name";
-    node2.appendChild(document.createTextNode(list[i].name));
-    node2.title = list[i].name;
-    var node3 = document.createElement("SPAN");
-    node3.className = "score";
-    node3.appendChild(document.createTextNode(list[i].score));
-    var node4 = document.createElement("SPAN");
-    node4.className = "popularity";
-    node4.appendChild(document.createTextNode(list[i].popularity));
-    var node5 = document.createElement("SPAN");
-    node5.className = "moves";
-    node5.appendChild(document.createTextNode(list[i].moves));
-    node5.title = list[i].moves;
-    node1.appendChild(node2);
-    node1.appendChild(node3);
-    node1.appendChild(node4);
-    node1.appendChild(node5);
-    if (indexMatch >= 0 && i == 0) {
-      node1.style.color = "#64c4db";
-      node1.targetindex = list[i].moves.split(" ").length;
-      node1.onclick = function() {
-        var i = this.targetindex;
-        if (i < _history.length && i >= 0 && i != _historyindex) historyMove(i - _historyindex);
-      }
-    } else {
-      node1.targetmoves = list[i].moves;
-      node1.onclick = function() {
-        var savedhistory = _history2 == null ? [_historyindex, JSON.parse(JSON.stringify(_history))] : _history2;
-        command(this.targetmoves);
-        _history2 = savedhistory;
-        refreshButtonRevert();
-      }
-    }
-    elem.appendChild(node1);
-  }
-}
-
-var _staticSortByChange = false;
-
-function repaintStatic() {
-  if (document.getElementById("wStatic").style.display == "none") return;
-
-  var curfen = getCurFEN();
-  var pos = parseFEN(curfen);
-
-  // Static evaluation window
-  window.setTimeout(function() {
-    if (getCurFEN() != curfen) return;
-    var elem = document.getElementById("static");
-    var evalUnit = 213;
-    while (elem.firstChild) elem.removeChild(elem.firstChild);
-    var staticEvalListLast = _historyindex > 0 ? getStaticEvalList(parseFEN(_history[_historyindex - 1][0])) : null;
-    var staticEvalList = getStaticEvalList(pos),
-      total = 0,
-      ci = 5;
-    for (var i = 0; i < staticEvalList.length; i++) {
-      if (i > 0 && staticEvalList[i - 1].group != staticEvalList[i].group) ci++;
-      var c1 = 0,
-        c2 = 0,
-        c3 = 0;
-      while (c1 + c2 + c3 == 0) {
-        c1 = 22 + (ci % 2) * 216;
-        c2 = 22 + (((ci / 2) << 0) % 3) * 108;
-        c3 = 22 + ((((ci / 6) << 0)) % 2) * 216;
-        if (c1 + c2 + c3 < 100) {
-          c1 = c2 = c3 = 0;
-          ci++;
-        }
-      }
-      staticEvalList[i].bgcol = "rgb(" + c1 + "," + c2 + "," + c3 + ")";
-      staticEvalList[i].rel = staticEvalList[i].item[2] - (staticEvalListLast == null ? 0 : staticEvalListLast[i].item[2]);
-    }
-    var sortArray = [];
-    for (var i = 0; i < staticEvalList.length; i++) sortArray.push({
-      value: _staticSortByChange ? staticEvalList[i].rel : staticEvalList[i].item[2],
-      index: i
-    });
-    sortArray.sort(function(a, b) {
-      return (Math.abs(a.value) < Math.abs(b.value)) ? 1 : Math.abs(a.value) > Math.abs(b.value) ? -1 : 0;
-    });
-    for (var j = 0; j < sortArray.length; j++) {
-      var i = sortArray[j].index;
-      total += staticEvalList[i].item[2];
-      var text = (staticEvalList[i].item[2] / evalUnit).toFixed(2);
-      if (text == "-0.00") text = "0.00";
-      var rel = (staticEvalList[i].rel / evalUnit).toFixed(2);
-      if (rel == "-0.00") rel = "0.00";
-      if (!_staticSortByChange && text == "0.00") continue;
-      if (_staticSortByChange && rel == "0.00") continue;
-
-      var node0 = document.createElement("SPAN");
-      node0.className = "circle";
-      node0.style.backgroundColor = staticEvalList[i].bgcol;
-
-      var node1 = document.createElement("DIV");
-      node1.className = "line";
-      var node2 = document.createElement("SPAN");
-      node2.className = "group";
-      node2.appendChild(document.createTextNode(staticEvalList[i].group));
-      var node6 = document.createElement("SPAN");
-      node6.className = "name";
-      node6.appendChild(document.createTextNode(staticEvalList[i].elem[0].toUpperCase() + staticEvalList[i].elem.replace(/\_/g, " ").substring(1)));
-
-      var node3 = document.createElement("SPAN");
-      node3.className = "eval";
-      if (text.indexOf(".") >= 0) {
-        var node4 = document.createElement("SPAN");
-        node4.className = "numleft";
-        node4.appendChild(document.createTextNode(text.substring(0, text.indexOf(".") + 1)));
-        var node5 = document.createElement("SPAN");
-        node5.className = "numright";
-        node5.appendChild(document.createTextNode(text.substring(text.indexOf(".") + 1)));
-        node3.appendChild(node4);
-        node3.appendChild(node5);
-      } else {
-        node3.appendChild(document.createTextNode(text));
-      }
-
-      var node7 = document.createElement("SPAN");
-      node7.className = "eval rel";
-      if (rel.indexOf(".") >= 0) {
-        var node8 = document.createElement("SPAN");
-        node8.className = "numleft";
-        node8.appendChild(document.createTextNode(rel.substring(0, rel.indexOf(".") + 1)));
-        var node9 = document.createElement("SPAN");
-        node9.className = "numright";
-        node9.appendChild(document.createTextNode(rel.substring(rel.indexOf(".") + 1)));
-        node7.appendChild(node8);
-        node7.appendChild(node9);
-      } else {
-        node3.appendChild(document.createTextNode(rel));
-      }
-      node1.appendChild(node0);
-      node1.appendChild(node2);
-      node1.appendChild(node6);
-      node1.appendChild(node3);
-      node1.appendChild(node7);
-      node1.name = staticEvalList[i].elem.toLowerCase().replace(/ /g, "_");;
-      node1.onclick = function() {
-        var data = _staticEvalData,
-          sei = null;
-        for (var j = 0; j < data.length; j++) {
-          var n = data[j].name.toLowerCase().replace(/ /g, "_");
-          if (n == this.name) sei = data[j];
-        }
-        if (sei == null) return;
-        var func = null,
-          n2 = this.name.toLowerCase().replace(/ /g, "_");
-        try {
-          eval("func = $" + n2 + ";");
-        } catch (e) { }
-        var elem = document.getElementById('chessboard1');
-        for (var i = 0; i < elem.children.length; i++) {
-          var div = elem.children[i];
-          if (div.tagName != 'DIV' || div.style.zIndex > 0) continue;
-          var x = parseInt(div.style.left.replace("px", "")) / 40;
-          var y = parseInt(div.style.top.replace("px", "")) / 40;
-          if (_flip) {
-            x = 7 - x;
-            y = 7 - y;
-          }
-          var sqeval = 0;
-          if (n2 == "king_danger") {
-            sqeval = $unsafe_checks(pos, {
-              x: x,
-              y: y
-            });
-            if (sqeval == 0) sqeval = $unsafe_checks(colorflip(pos), {
-              x: x,
-              y: 7 - y
-            });
-            if (sqeval == 0) sqeval = $weak_bonus(pos, {
-              x: x,
-              y: y
-            });
-            if (sqeval == 0) sqeval = $weak_bonus(colorflip(pos), {
-              x: x,
-              y: 7 - y
-            });
-            var showKDarrows = function(p, flipy) {
-              for (var x2 = 0; x2 < 8; x2++)
-                for (var y2 = 0; y2 < 8; y2++) {
-                  if ("PNBRQ".indexOf(board(p, x, y)) < 0) continue;
-                  var s = {
-                    x: x,
-                    y: y
-                  },
-                    s2 = {
-                      x: x2,
-                      y: y2
-                    },
-                    a = false;
-                  if ($king_ring(p, s2)) {
-                    if ($pawn_attack(p, s2) && Math.abs(x - x2) == 1 && y - y2 == flipy ? 1 : -1 ||
-                      $knight_attack(p, s2, s) ||
-                      $bishop_xray_attack(p, s2, s) ||
-                      $rook_xray_attack(p, s2, s) ||
-                      $queen_attack(p, s2, s)) a = false;
-                  }
-                  if (!a && $knight_attack(p, s2, s) && $safe_check(p, s2, 0) > 0) a = true;
-                  if (!a && $bishop_xray_attack(p, s2, s) && $safe_check(p, s2, 1) > 0) a = true;
-                  if (!a && $rook_xray_attack(p, s2, s) && $safe_check(p, s2, 2) > 0) a = true;
-                  if (!a && $queen_attack(p, s2, s) && $safe_check(p, s2, 3) > 0) a = true;
-                  if (a) {
-                    if (!flipy) showArrow3({
-                      from: s,
-                      to: s2
-                    });
-                    else showArrow3({
-                      from: {
-                        x: x,
-                        y: 7 - y
-                      },
-                      to: {
-                        x: x2,
-                        y: 7 - y2
-                      }
-                    });
-                    finalArrow3();
-                  }
-                }
-            };
-            showKDarrows(pos, false);
-            showKDarrows(colorflip(pos), true);
-          } else {
-            try {
-              sqeval = func(pos, {
-                x: x,
-                y: y
-              });
-              if (sqeval == 0 && sei.forwhite) sqeval = func(colorflip(pos), {
-                x: x,
-                y: 7 - y
-              });
-              if (sqeval == 0) sqeval = func(pos, {
-                x: x,
-                y: y
-              }, true);
-              if (sqeval == 0 && sei.forwhite) sqeval = func(colorflip(pos), {
-                x: x,
-                y: 7 - y
-              }, true);
-            } catch (e) { }
-          }
-          var c = div.className.split(' ')[0] + " " + div.className.split(' ')[1];
-          if (div.className.indexOf(" h2") >= 0) c += " h2";
-          if (sqeval != 0) c += " h3";
-          div.className = c;
-        }
-      };
-      elem.appendChild(node1);
-    }
-    setElemText(document.getElementById('staticInfo'), "Static evaluation (" + (total / evalUnit).toFixed(2) + ")");
-  }, 50);
-}
-
-function repaintLczero() {
-  if (document.getElementById("wLczero").style.display == "none") return;
-
-  var curfen = getCurFEN();
-
-  // Lczero window
-  window.setTimeout(function() {
-    if (getCurFEN() != curfen) return;
-    if (network != null && network.model == null) {
-      window.setTimeout(repaintLczero, 1000);
-      return;
-    }
-    var elem = document.getElementById("lczero");
-    while (elem.firstChild) elem.removeChild(elem.firstChild);
-    var showwait = function() {
-      var elem = document.getElementById("lczero");
-      while (elem.firstChild) elem.removeChild(elem.firstChild);
-      var node0 = document.createElement("DIV");
-      setElemText(node0, "Please wait...");
-      node0.className = "wait";
-      elem.appendChild(node0);
-    }
-    if (network == null) {
-      var node0 = document.createElement("DIV");
-      setElemText(node0, "Load Built-In Data");
-      node0.className = "loadButton";
-      node0.onclick = function() {
-        showwait();
-        load_network("weights_32930.dat.gz", null, repaintLczero);
-      }
-
-      var node2 = document.createElement("INPUT");
-      node2.type = "file"
-      node2.style.display = "none";
-      node2.onchange = function(e) {
-        showwait();
-        load_network(e.target.files[0].name, e.target.files[0], repaintLczero);
-      }
-
-      var node1 = document.createElement("DIV");
-      setElemText(node1, "Load Custom Data");
-      node1.className = "loadButton";
-      node1.onclick = function() {
-        node2.click();
-      }
-
-      elem.appendChild(node2);
-      elem.appendChild(node0);
-      elem.appendChild(node1);
-
-    } else {
-      showwait();
-      window.setTimeout(function() {
-        var result = lczeroEvaluate();
-        while (elem.firstChild) elem.removeChild(elem.firstChild);
-        if (result != null) {
-          var moveslist = result[0];
-          var value = 290.680623072 * Math.tan(1.548090806 * result[1]);
-          var nodeParent = document.createElement("DIV");
-          if (moveslist.length > 0) moveslist.sort(function(a, b) {
-            return a.policy == b.policy ? 0 : a.policy < b.policy ? 1 : -1;
-          });
-          var policytotal = 0,
-            policypart = 0;
-          for (var i = 0; i < moveslist.length; i++) policytotal += moveslist[i].policy;
-          for (var i = 0; i < moveslist.length; i++) {
-            var ci = -1;
-            for (var j = 0; j < _curmoves.length; j++) {
-              if (_curmoves[j].move.from.x == moveslist[i].from.x &&
-                _curmoves[j].move.from.y == moveslist[i].from.y &&
-                _curmoves[j].move.to.x == moveslist[i].to.x &&
-                _curmoves[j].move.to.y == moveslist[i].to.y &&
-                _curmoves[j].move.p == moveslist[i].p) ci = j;
-            }
-            if (ci < 0) continue;
-            var node1 = document.createElement("DIV");
-            node1.className = "line";
-            var node0 = document.createElement("SPAN");
-            node0.className = "circle " + (policypart / policytotal < 0.8 ? "ok" : policypart / policytotal < 0.95 ? "mi" : "bl");
-            policypart += moveslist[i].policy
-            var node2 = document.createElement("SPAN");
-            node2.className = "san";
-            node2.appendChild(document.createTextNode(_curmoves[ci].san));
-            var node7 = document.createElement("SPAN");
-            node7.className = "policy";
-            node7.appendChild(document.createTextNode(((100 * moveslist[i].policy / policytotal).toFixed(2)) + "%"));
-            var node3 = document.createElement("SPAN");
-            node3.className = "eval";
-            var text = (value / 100).toFixed(2);
-            if (text.indexOf(".") >= 0) {
-              var node4 = document.createElement("SPAN");
-              node4.className = "numleft";
-              node4.appendChild(document.createTextNode(text.substring(0, text.indexOf(".") + 1)));
-              var node5 = document.createElement("SPAN");
-              node5.className = "numright";
-              node5.appendChild(document.createTextNode(text.substring(text.indexOf(".") + 1)));
-              node3.appendChild(node4);
-              node3.appendChild(node5);
-            } else {
-              node3.appendChild(document.createTextNode(text));
-            }
-            node1.appendChild(node0);
-            node1.appendChild(node2);
-            node1.appendChild(node7);
-            node1.appendChild(node3);
-            node1.san = _curmoves[ci].san;
-            node1.index = ci;
-            node1.onmouseover = function() {
-              this.index = findMoveIndexBySan(this.san);
-              if (this.index != null) highlightMove(this.index, true);
-            };
-            node1.onmouseout = function() {
-              if (this.index != null) highlightMove(this.index, false);
-            };
-            node1.onmousedown = function(e) {
-              this.index = findMoveIndexBySan(this.san);
-              if (_menu) showHideMenu(false);
-              if (this.index != null) doMoveHandler(_curmoves[this.index].move);
-            };
-            if (_historyindex + 1 < _history.length && _history[_historyindex + 1].length > 3 && _history[_historyindex + 1][3] == _curmoves[ci].san) node1.style.color = "#64c4db"
-            nodeParent.appendChild(node1);
-          }
-          elem.appendChild(nodeParent);
-        } else {
-          var node0 = document.createElement("DIV");
-          setElemText(node0, "Error");
-          elem.appendChild(node0);
-        }
-      }, 1);
-    }
-  }, 50);
-
-}
-
-function getCircleClassName(i) {
-  var cl = "circle";
-  if (_curmoves[i].eval != null && _curmoves[0].eval != null) {
-    var etop = Math.max(-6, Math.min(6, _curmoves[0].eval / 100));
-    var ecur = Math.max(-6, Math.min(6, _curmoves[i].eval / 100));
-    var lost = Math.abs(etop - ecur);
-    if (lost <= 1.0) cl += " ok";
-    else if (lost <= 3.0) cl += " mi";
-    else cl += " bl";
-  }
-  return cl;
-}
-var _movesPv = false;
-
-function showEvals() {
-  setElemText(document.getElementById("moves"), "");
-  setElemText(document.getElementById("buttonMovesPv"), _movesPv ? "PV" : "Reply");
-  if (_curmoves.length > 0) {
-    var sortfunc = function(a, b) {
-      var a0 = a.eval == null ? -2000000 : a.eval * (_curmoves[0].w ? -1 : 1);
-      var b0 = b.eval == null ? -2000000 : b.eval * (_curmoves[0].w ? -1 : 1);
-
-      var r = 0;
-      if (a0 < b0 || (a0 == b0 && a.san < b.san)) r = 1;
-      if (a0 > b0 || (a0 == b0 && a.san > b.san)) r = -1;
-      return r;
-    }
-    _curmoves.sort(sortfunc);
-  }
-  for (var i = 0; i < _curmoves.length; i++) {
-    var node1 = document.createElement("DIV");
-    node1.className = "line";
-    var node0 = document.createElement("SPAN");
-    node0.className = getCircleClassName(i);
-    var node2 = document.createElement("SPAN");
-    node2.appendChild(document.createTextNode(_curmoves[i].san));
-    node2.className = "san";
-    var node3 = document.createElement("SPAN");
-    node3.className = "eval";
-    var node6 = document.createElement("SPAN");
-    node6.className = "pv";
-    if (_movesPv) node6.appendChild(document.createTextNode(_curmoves[i].pvtext || "?"));
-    else node6.appendChild(document.createTextNode((_curmoves[i].pvtext || "?").split(' ')[0]));
-    var node7 = document.createElement("SPAN");
-    node7.className = "depth";
-    node7.appendChild(document.createTextNode(_curmoves[i].depth | "?"));
-
-    var text = getEvalText(_curmoves[i].eval, false);
-    if (text.indexOf(".") >= 0) {
-      var node4 = document.createElement("SPAN");
-      node4.className = "numleft";
-      node4.appendChild(document.createTextNode(text.substring(0, text.indexOf(".") + 1)));
-      var node5 = document.createElement("SPAN");
-      node5.className = "numright";
-      node5.appendChild(document.createTextNode(text.substring(text.indexOf(".") + 1)));
-      node3.appendChild(node4);
-      node3.appendChild(node5);
-    } else {
-      node3.appendChild(document.createTextNode(text));
-    }
-    node1.appendChild(node0);
-    node1.appendChild(node2);
-    node1.appendChild(node3);
-    node1.appendChild(node6);
-    node1.appendChild(node7);
-    node1.index = i;
-    node1.onmouseover = function() {
-      highlightMove(this.index, true);
-    };
-    node1.onmouseout = function() {
-      highlightMove(this.index, false);
-    };
-    node1.onmousedown = function(e) {
-      if (_menu) showHideMenu(false);
-      doMoveHandler(_curmoves[this.index].move);
-    };
-    if (_historyindex + 1 < _history.length && _history[_historyindex + 1].length > 3 && _history[_historyindex + 1][3] == _curmoves[i].san) node1.style.color = "#64c4db"
-    document.getElementById("moves").appendChild(node1);
-  }
-  if (_arrow) setArrow(true);
-  updateLegalMoves();
-}
-
-// Chess position
-
-function bounds(x, y) {
-  return x >= 0 && x <= 7 && y >= 0 && y <= 7;
-}
-
-function board(pos, x, y) {
-  if (x >= 0 && x <= 7 && y >= 0 && y <= 7) return pos.b[x][y];
-  return "x";
-}
-
-function colorflip(pos) {
-  var board = new Array(8);
-  for (var i = 0; i < 8; i++) board[i] = new Array(8);
-  for (x = 0; x < 8; x++)
-    for (y = 0; y < 8; y++) {
-      board[x][y] = pos.b[x][7 - y];
-      var color = board[x][y].toUpperCase() == board[x][y];
-      board[x][y] = color ? board[x][y].toLowerCase() : board[x][y].toUpperCase();
-    }
-  return {
-    b: board,
-    c: [pos.c[2], pos.c[3], pos.c[0], pos.c[1]],
-    e: pos.e == null ? null : [pos.e[0], 7 - pos.e[1]],
-    w: !pos.w,
-    m: [pos.m[0], pos.m[1]]
-  };
-}
-
-function sum(pos, func, param) {
-  var sum = 0;
-  for (var x = 0; x < 8; x++)
-    for (var y = 0; y < 8; y++) sum += func(pos, {
-      x: x,
-      y: y
-    }, param);
-  return sum;
-}
-
-function parseMoveNumber(fen) {
-  var a = fen.replace(/^\s+/, '').split(' ');
-  return (a.length > 5 && !isNaN(a[5]) && a[5] != '') ? parseInt(a[5]) : 1;
-}
-
-function parseFEN(fen) {
-  var board = new Array(8);
-  for (var i = 0; i < 8; i++) board[i] = new Array(8);
-  var a = fen.replace(/^\s+/, '').split(' '),
-    s = a[0],
-    x, y;
-  for (x = 0; x < 8; x++)
-    for (y = 0; y < 8; y++) {
-      board[x][y] = '-';
-    }
-  x = 0, y = 0;
-  for (var i = 0; i < s.length; i++) {
-    if (s[i] == ' ') break;
-    if (s[i] == '/') {
-      x = 0;
-      y++;
-    } else {
-      if (!bounds(x, y)) continue;
-      if ('KQRBNP'.indexOf(s[i].toUpperCase()) != -1) {
-        board[x][y] = s[i];
-        x++;
-      } else if ('0123456789'.indexOf(s[i]) != -1) {
-        x += parseInt(s[i]);
-      } else x++;
-    }
-  }
-  var castling, enpassant, whitemove = !(a.length > 1 && a[1] == 'b');
-  if (a.length > 2) {
-    castling = [a[2].indexOf('K') != -1, a[2].indexOf('Q') != -1,
-    a[2].indexOf('k') != -1, a[2].indexOf('q') != -1
-    ];
-  } else {
-    castling = [true, true, true, true];
-  }
-  if (a.length > 3 && a[3].length == 2) {
-    var ex = 'abcdefgh'.indexOf(a[3][0]);
-    var ey = '87654321'.indexOf(a[3][1]);
-    enpassant = (ex >= 0 && ey >= 0) ? [ex, ey] : null;
-  } else {
-    enpassant = null;
-  }
-  var movecount = [(a.length > 4 && !isNaN(a[4]) && a[4] != '') ? parseInt(a[4]) : 0,
-  (a.length > 5 && !isNaN(a[5]) && a[5] != '') ? parseInt(a[5]) : 1
-  ];
-  return {
-    b: board,
-    c: castling,
-    e: enpassant,
-    w: whitemove,
-    m: movecount
-  };
-}
-
-function generateFEN(pos) {
-  var s = '',
-    f = 0,
-    castling = pos.c,
-    enpassant = pos.e,
-    board = pos.b;
-  for (var y = 0; y < 8; y++) {
-    for (var x = 0; x < 8; x++) {
-      if (board[x][y] == '-') {
-        f++;
-      } else {
-        if (f > 0) s += f, f = 0;
-        s += board[x][y];
-      }
-    }
-    if (f > 0) s += f, f = 0;
-    if (y < 7) s += '/';
-  }
-  s += ' ' + (pos.w ? 'w' : 'b') +
-    ' ' + ((castling[0] || castling[1] || castling[2] || castling[3]) ?
-      ((castling[0] ? 'K' : '') + (castling[1] ? 'Q' : '') +
-        (castling[2] ? 'k' : '') + (castling[3] ? 'q' : '')) :
-      '-') +
-    ' ' + (enpassant == null ? '-' : ('abcdefgh'[enpassant[0]] + '87654321'[enpassant[1]])) +
-    ' ' + pos.m[0] + ' ' + pos.m[1];
-  return s;
-}
-
-function isWhiteCheck(pos) {
-  var kx = null,
-    ky = null;
-  for (var x = 0; x < 8; x++) {
-    for (var y = 0; y < 8; y++) {
-      if (pos.b[x][y] == 'K') {
-        kx = x;
-        ky = y;
-      }
-    }
-  }
-  if (kx == null || ky == null) return false;
-  if (board(pos, kx + 1, ky - 1) == 'p' ||
-    board(pos, kx - 1, ky - 1) == 'p' ||
-    board(pos, kx + 2, ky + 1) == 'n' ||
-    board(pos, kx + 2, ky - 1) == 'n' ||
-    board(pos, kx + 1, ky + 2) == 'n' ||
-    board(pos, kx + 1, ky - 2) == 'n' ||
-    board(pos, kx - 2, ky + 1) == 'n' ||
-    board(pos, kx - 2, ky - 1) == 'n' ||
-    board(pos, kx - 1, ky + 2) == 'n' ||
-    board(pos, kx - 1, ky - 2) == 'n' ||
-    board(pos, kx - 1, ky - 1) == 'k' ||
-    board(pos, kx, ky - 1) == 'k' ||
-    board(pos, kx + 1, ky - 1) == 'k' ||
-    board(pos, kx - 1, ky) == 'k' ||
-    board(pos, kx + 1, ky) == 'k' ||
-    board(pos, kx - 1, ky + 1) == 'k' ||
-    board(pos, kx, ky + 1) == 'k' ||
-    board(pos, kx + 1, ky + 1) == 'k') return true;
-  for (var i = 0; i < 8; i++) {
-    var ix = (i + (i > 3)) % 3 - 1;
-    var iy = (((i + (i > 3)) / 3) << 0) - 1;
-    for (var d = 1; d < 8; d++) {
-      var b = board(pos, kx + d * ix, ky + d * iy);
-      var line = ix == 0 || iy == 0;
-      if (b == 'q' || b == 'r' && line || b == 'b' && !line) return true;
-      if (b != "-") break;
-    }
-  }
-  return false;
-}
-
-function doMove(pos, from, to, promotion) {
-  if (pos.b[from.x][from.y].toUpperCase() != pos.b[from.x][from.y]) {
-    var r = colorflip(doMove(colorflip(pos), {
-      x: from.x,
-      y: 7 - from.y
-    }, {
-      x: to.x,
-      y: 7 - to.y
-    }, promotion));
-    r.m[1]++;
-    return r;
-  }
-  var r = colorflip(colorflip(pos));
-  r.w = !r.w;
-  if (from.x == 7 && from.y == 7) r.c[0] = false;
-  if (from.x == 0 && from.y == 7) r.c[1] = false;
-  if (to.x == 7 && to.y == 0) r.c[2] = false;
-  if (to.x == 0 && to.y == 0) r.c[3] = false;
-  if (from.x == 4 && from.y == 7) r.c[0] = r.c[1] = false;
-  r.e = pos.b[from.x][from.y] == 'P' && from.y == 6 && to.y == 4 ? [from.x, 5] : null;
-  if (pos.b[from.x][from.y] == 'K') {
-    if (Math.abs(from.x - to.x) > 1) {
-      r.b[from.x][from.y] = '-';
-      r.b[to.x][to.y] = 'K';
-      r.b[to.x > 4 ? 5 : 3][to.y] = 'R';
-      r.b[to.x > 4 ? 7 : 0][to.y] = '-';
-      return r;
-    }
-  }
-  if (pos.b[from.x][from.y] == 'P' && to.y == 0) {
-    r.b[to.x][to.y] = promotion != null ? promotion : 'Q';
-  } else if (pos.b[from.x][from.y] == 'P' &&
-    pos.e != null && to.x == pos.e[0] && to.y == pos.e[1] &&
-    Math.abs(from.x - to.x) == 1) {
-    r.b[to.x][from.y] = '-';
-    r.b[to.x][to.y] = pos.b[from.x][from.y];
-
-  } else {
-    r.b[to.x][to.y] = pos.b[from.x][from.y];
-  }
-  r.b[from.x][from.y] = '-';
-  r.m[0] = (pos.b[from.x][from.y] == 'P' || pos.b[to.x][to.y] != '-') ? 0 : r.m[0] + 1;
-  return r;
-}
-
-function isLegal(pos, from, to) {
-  if (!bounds(from.x, from.y)) return false;
-  if (!bounds(to.x, to.y)) return false;
-  if (from.x == to.x && from.y == to.y) return false;
-  if (pos.b[from.x][from.y] != pos.b[from.x][from.y].toUpperCase()) {
-    return isLegal(colorflip(pos), {
-      x: from.x,
-      y: 7 - from.y
-    }, {
-      x: to.x,
-      y: 7 - to.y
-    })
-  }
-  if (!pos.w) return false;
-  var pfrom = pos.b[from.x][from.y];
-  var pto = pos.b[to.x][to.y];
-  if (pto.toUpperCase() == pto && pto != '-') return false;
-  if (pfrom == '-') {
-    return false;
-  } else if (pfrom == 'P') {
-    var enpassant = pos.e != null && to.x == pos.e[0] && to.y == pos.e[1];
-    if (!((from.x == to.x && from.y == to.y + 1 && pto == '-') ||
-      (from.x == to.x && from.y == 6 && to.y == 4 && pto == '-' && pos.b[to.x][5] == '-') ||
-      (Math.abs(from.x - to.x) == 1 && from.y == to.y + 1 && (pto != '-' || enpassant))
-    )) return false;
-  } else if (pfrom == 'N') {
-    if (Math.abs(from.x - to.x) < 1 || Math.abs(from.x - to.x) > 2) return false;
-    if (Math.abs(from.y - to.y) < 1 || Math.abs(from.y - to.y) > 2) return false;
-    if (Math.abs(from.x - to.x) + Math.abs(from.y - to.y) != 3) return false;
-  } else if (pfrom == 'K') {
-    var castling = true;
-    if (from.y != 7 || to.y != 7) castling = false;
-    if (from.x != 4 || (to.x != 2 && to.x != 6)) castling = false;
-    if (to.x == 6 && !pos.c[0] || to.x == 2 && !pos.c[1]) castling = false;
-    if (to.x == 2 && pos.b[0][7] + pos.b[1][7] + pos.b[2][7] + pos.b[3][7] != 'R---') castling = false;
-    if (to.x == 6 && pos.b[5][7] + pos.b[6][7] + pos.b[7][7] != '--R') castling = false;
-    if ((Math.abs(from.x - to.x) > 1 || Math.abs(from.y - to.y) > 1) && !castling) return false;
-    if (castling && isWhiteCheck(pos)) return false;
-    if (castling && isWhiteCheck(doMove(pos, from, {
-      x: to.x == 2 ? 3 : 5,
-      y: 7
-    }))) return false;
-  }
-  if (pfrom == 'B' || pfrom == 'R' || pfrom == 'Q') {
-    var a = from.x - to.x,
-      b = from.y - to.y;
-    var line = a == 0 || b == 0;
-    var diag = Math.abs(a) == Math.abs(b);
-    if (!line && !diag) return false;
-    if (pfrom == 'R' && !line) return false;
-    if (pfrom == 'B' && !diag) return false;
-    var count = Math.max(Math.abs(a), Math.abs(b));
-    var ix = a > 0 ? -1 : a < 0 ? 1 : 0,
-      iy = b > 0 ? -1 : b < 0 ? 1 : 0;
-    for (var i = 1; i < count; i++) {
-      if (pos.b[from.x + ix * i][from.y + iy * i] != '-') return false;
-    }
-  }
-  if (isWhiteCheck(doMove(pos, from, to))) return false;
-  return true;
-}
-
-function parseMove(pos, s) {
-  var promotion = null;
-  s = s.replace(/[\+|#|\?|!|x]/g, "");
-  if (s.length >= 2 && s[s.length - 2] == "=") {
-    promotion = s[s.length - 1]
-    s = s.substring(0, s.length - 2);
-  }
-  if (s.length >= 3 && "NBRQ".indexOf(s[s.length - 1]) >= 0) {
-    promotion = s[s.length - 1]
-    s = s.substring(0, s.length - 1);
-  }
-  if (s == "O-O" || s == "O-O-O") {
-    var from = {
-      x: 4,
-      y: pos.w ? 7 : 0
-    },
-      to = {
-        x: s == "O-O" ? 6 : 2,
-        y: pos.w ? 7 : 0
-      };
-    if (isLegal(pos, from, to)) return {
-      from: from,
-      to: to
-    };
-    else return null;
-  } else {
-    var p;
-    if ("PNBRQK".indexOf(s[0]) < 0) {
-      p = "P";
-    } else {
-      p = s[0];
-      s = s.substring(1);
-    }
-    if (s.length < 2 || s.length > 4) return null;
-    var xto = "abcdefgh".indexOf(s[s.length - 2]);
-    var yto = "87654321".indexOf(s[s.length - 1]);
-    var xfrom = -1,
-      yfrom = -1;
-    if (s.length > 2) {
-      xfrom = "abcdefgh".indexOf(s[0]);
-      yfrom = "87654321".indexOf(s[s.length - 3]);
-    }
-    for (var x = 0; x < 8; x++) {
-      for (var y = 0; y < 8; y++) {
-        if (xfrom != -1 && xfrom != x) continue;
-        if (yfrom != -1 && yfrom != y) continue;
-        if (pos.b[x][y] == (pos.w ? p : p.toLowerCase()) && isLegal(pos, {
-          x: x,
-          y: y
-        }, {
-          x: xto,
-          y: yto
-        })) {
-          xfrom = x;
-          yfrom = y;
-        }
-      }
-    }
-    if (xto < 0 || yto < 0 || xfrom < 0 || yfrom < 0) return null;
-    return {
-      from: {
-        x: xfrom,
-        y: yfrom
-      },
-      to: {
-        x: xto,
-        y: yto
-      },
-      p: promotion
-    };
-  }
-}
-
-function genMoves(pos) {
-  var moves = [];
-  for (var x1 = 0; x1 < 8; x1++)
-    for (var y1 = 0; y1 < 8; y1++)
-      for (var x2 = 0; x2 < 8; x2++)
-        for (var y2 = 0; y2 < 8; y2++) {
-          if (isLegal(pos, {
-            x: x1,
-            y: y1
-          }, {
-            x: x2,
-            y: y2
-          })) {
-            if ((y2 == 0 || y2 == 7) && pos.b[x1][y1].toUpperCase() == "P") {
-              moves.push({
-                from: {
-                  x: x1,
-                  y: y1
-                },
-                to: {
-                  x: x2,
-                  y: y2
-                },
-                p: "N"
-              });
-              moves.push({
-                from: {
-                  x: x1,
-                  y: y1
-                },
-                to: {
-                  x: x2,
-                  y: y2
-                },
-                p: "B"
-              });
-              moves.push({
-                from: {
-                  x: x1,
-                  y: y1
-                },
-                to: {
-                  x: x2,
-                  y: y2
-                },
-                p: "R"
-              });
-              moves.push({
-                from: {
-                  x: x1,
-                  y: y1
-                },
-                to: {
-                  x: x2,
-                  y: y2
-                },
-                p: "Q"
-              });
-            } else moves.push({
-              from: {
-                x: x1,
-                y: y1
-              },
-              to: {
-                x: x2,
-                y: y2
-              }
-            });
-          }
-        }
-  return moves;
-}
-
-function sanMove(pos, move, moves) {
-  var s = "";
-  if (move.from.x == 4 && move.to.x == 6 && pos.b[move.from.x][move.from.y].toLowerCase() == "k") {
-    s = 'O-O';
-  } else if (move.from.x == 4 && move.to.x == 2 && pos.b[move.from.x][move.from.y].toLowerCase() == "k") {
-    s = 'O-O-O';
-  } else {
-    var piece = pos.b[move.from.x][move.from.y].toUpperCase();
-    if (piece != "P") {
-      var a = 0,
-        sx = 0,
-        sy = 0;
-      for (var i = 0; i < moves.length; i++) {
-        if (pos.b[moves[i].from.x][moves[i].from.y] == pos.b[move.from.x][move.from.y] &&
-          (moves[i].from.x != move.from.x || moves[i].from.y != move.from.y) &&
-          (moves[i].to.x == move.to.x && moves[i].to.y == move.to.y)) {
-          a++;
-          if (moves[i].from.x == move.from.x) sx++;
-          if (moves[i].from.y == move.from.y) sy++;
-        }
-      }
-      s += piece;
-      if (a > 0) {
-        if (sx > 0 && sy > 0) s += "abcdefgh"[move.from.x] + "87654321"[move.from.y];
-        else if (sx > 0) s += "87654321"[move.from.y];
-        else s += "abcdefgh"[move.from.x];
-      }
-    }
-    if (pos.b[move.to.x][move.to.y] != "-" || piece == "P" && move.to.x != move.from.x) {
-      if (piece == "P") s += "abcdefgh"[move.from.x];
-      s += 'x';
-    }
-    s += "abcdefgh"[move.to.x] + "87654321"[move.to.y];
-    if (piece == "P" && (move.to.y == 0 || move.to.y == 7)) s += "=" + (move.p == null ? "Q" : move.p);
-  }
-  var pos2 = doMove(pos, move.from, move.to, move.p);
-  if (isWhiteCheck(pos2) || isWhiteCheck(colorflip(pos2))) s += genMoves(pos2).length == 0 ? "#" : "+";
-  return s;
-}
-
-function fixCastling(pos) {
-  pos.c[0] &= !(pos.b[7][7] != 'R' || pos.b[4][7] != 'K');
-  pos.c[1] &= !(pos.b[0][7] != 'R' || pos.b[4][7] != 'K');
-  pos.c[2] &= !(pos.b[7][0] != 'r' || pos.b[4][0] != 'k');
-  pos.c[3] &= !(pos.b[0][0] != 'r' || pos.b[4][0] != 'k');
-}
-
-function checkPosition(pos) {
-  var errmsgs = [];
-  var wk = bk = 0,
-    wp = bp = 0,
-    wpr = bpr = 0,
-    wn = wb1 = wb2 = wr = wq = 0,
-    bn = bb1 = bb2 = br = bq = 0;
-  for (var x = 0; x < 8; x++) {
-    for (var y = 0; y < 8; y++) {
-      var c = ((x + y) % 2) == 0;
-      if (pos.b[x][y] == 'K') wk++;
-      if (pos.b[x][y] == 'k') bk++;
-      if (pos.b[x][y] == 'P') wp++;
-      if (pos.b[x][y] == 'p') bp++;
-      if (pos.b[x][y] == 'N') wn++;
-      if (pos.b[x][y] == 'n') bn++;
-      if (c && pos.b[x][y] == 'B') wb1++;
-      if (c && pos.b[x][y] == 'b') bb1++;
-      if (!c && pos.b[x][y] == 'B') wb2++;
-      if (!c && pos.b[x][y] == 'b') bb2++;
-      if (pos.b[x][y] == 'R') wr++;
-      if (pos.b[x][y] == 'r') br++;
-      if (pos.b[x][y] == 'Q') wq++;
-      if (pos.b[x][y] == 'q') bq++;
-      if (pos.b[x][y] == 'P' && (y == 0 || y == 7)) wpr++;
-      if (pos.b[x][y] == 'p' && (y == 0 || y == 7)) bpr++;
-    }
-  }
-  if (wk == 0) errmsgs.push("Missing white king");
-  if (bk == 0) errmsgs.push("Missing black king");
-  if (wk > 1) errmsgs.push("Two white kings");
-  if (bk > 1) errmsgs.push("Two black kings");
-  var wcheck = isWhiteCheck(pos);
-  var bcheck = isWhiteCheck(colorflip(pos));
-  if (pos.w && bcheck || !pos.w && wcheck) errmsgs.push("Non-active color is in check");
-  if (wp > 8) errmsgs.push("Too many white pawns");
-  if (bp > 8) errmsgs.push("Too many black pawns");
-  if (wpr > 0) errmsgs.push("White pawns in first or last rank");
-  if (bpr > 0) errmsgs.push("Black pawns in first or last rank");
-  var we = Math.max(0, wq - 1) + Math.max(0, wr - 2) + Math.max(0, wb1 - 1) + Math.max(0, wb2 - 1) + Math.max(0, wn - 2);
-  var be = Math.max(0, bq - 1) + Math.max(0, br - 2) + Math.max(0, bb1 - 1) + Math.max(0, bb2 - 1) + Math.max(0, bn - 2);
-  if (we > Math.max(0, 8 - wp)) errmsgs.push("Too many extra white pieces");
-  if (be > Math.max(0, 8 - bp)) errmsgs.push("Too many extra black pieces");
-  if ((pos.c[0] && (pos.b[7][7] != 'R' || pos.b[4][7] != 'K')) ||
-    (pos.c[1] && (pos.b[0][7] != 'R' || pos.b[4][7] != 'K'))) errmsgs.push("White has castling rights and king or rook not in their starting position");
-  if ((pos.c[2] && (pos.b[7][0] != 'r' || pos.b[4][0] != 'k')) ||
-    (pos.c[3] && (pos.b[0][0] != 'r' || pos.b[4][0] != 'k'))) errmsgs.push("Black has castling rights and king or rook not in their starting position");
-  return errmsgs;
-}
-
-// Move list
-function refreshMoves() {
-  var pos = parseFEN(getCurFEN());
-  _curmoves = [];
-  setElemText(document.getElementById("moves"), "");
-  var errmsgs = checkPosition(pos);
-  if (errmsgs.length == 0) {
-    var moves = genMoves(pos);
-    for (var i = 0; i < moves.length; i++) {
-      _curmoves.push({
-        move: moves[i],
-        san: sanMove(pos, moves[i], moves),
-        fen: generateFEN(doMove(pos, moves[i].from, moves[i].to, moves[i].p)),
-        w: !pos.w,
-        eval: null,
-        depth: 0
-      });
-    }
-    if (_curmoves.length == 0) {
-      var matecheck = pos.w && isWhiteCheck(pos) || !pos.w && isWhiteCheck(colorflip(pos));
-      var div0 = document.createElement('div');
-      div0.style.padding = "8px 16px";
-      var div = document.createElement('div');
-      div.style.backgroundColor = "#800080";
-      div.className = "positionStatus";
-      setElemText(div, matecheck ? "Checkmate" : "Stalemate");
-      div0.appendChild(div);
-      var ul = document.createElement('ul'),
-        li = document.createElement('li');
-      setElemText(li, matecheck && pos.w ? "Black wins" : matecheck ? "White wins" : "Draw");
-      ul.appendChild(li);
-      div0.appendChild(ul);
-      document.getElementById("moves").appendChild(div0);
-    } else {
-      showEvals();
-    }
-  } else {
-    var div0 = document.createElement('div');
-    div0.style.padding = "8px 16px";
-    var div = document.createElement('div');
-    div.style.backgroundColor = "#bb0000";
-    div.className = "positionStatus";
-    setElemText(div, "Illegal position");
-    div0.appendChild(div);
-
-    var ul = document.createElement('ul');
-    for (var i = 0; i < errmsgs.length; i++) {
-      var li = document.createElement('li');
-      setElemText(li, errmsgs[i]);
-      ul.appendChild(li);
-    }
-    div0.appendChild(ul);
-
-    document.getElementById("moves").appendChild(div0);
-
-  }
-
-}
-
-// History
-
-function historyButtons() {
-  document.getElementById('buttonBack').className = _historyindex > 0 ? "on" : "off";
-  document.getElementById('buttonForward').className = _historyindex < _history.length - 1 ? "on" : "off";
-}
-
-function historySave() { }
-
-function historyAdd(fen, oldhistory, move, san) {
-  if (_historyindex >= 0 && _history[_historyindex][0] == fen) return;
-  var c = null;
-  if (oldhistory != null) {
-    for (var i = 0; i < oldhistory.length; i++) {
-      if (oldhistory[i][0] == fen && oldhistory[i].length > 1) c = oldhistory[i][1];
-    }
-  } else {
-    if (_history2 == null) {
-      _history2 = [_historyindex, JSON.parse(JSON.stringify(_history))];
-      refreshButtonRevert();
-    }
-  }
-  _historyindex++;
-  _history.length = _historyindex;
-  _history.push([fen, c, move, san]);
-  historyButtons();
-  historySave();
-}
-
-function historyMove(v, e, ctrl) {
-  if (e == null) e = window.event;
-  var oldindex = _historyindex;
-  if (_historyindex == _history.length - 1 &&
-    _history[_historyindex][0] != getCurFEN()) historyAdd(getCurFEN());
-  _historyindex += v
-  if (_historyindex < 0) _historyindex = 0;
-  if (_historyindex >= _history.length) _historyindex = _history.length - 1;
-  if ((e != null && e.ctrlKey && Math.abs(v) == 1) || ctrl) _historyindex = v == 1 ? _history.length - 1 : 0;
-  if (v == 0 || (oldindex != _historyindex || getCurFEN() != _history[_historyindex][0])) {
-    setCurFEN(_history[_historyindex][0]);
-    historyButtons();
-    historySave();
-    showBoard();
-  }
-}
-
-function historyKeep(wname, bname) {
-  _wname = wname || "White";
-  _bname = bname || "Black";
-  _history2 = null;
-  refreshButtonRevert();
-  historyMove(0);
-}
-
-// Mouse and keyboard events
-function getCurScale() {
-  if (document.getElementById("wChessboard").style.display == "none") return 1;
-  return Math.min((document.getElementById("wChessboard").clientWidth - 414 + 408) / 408,
-    (document.getElementById("wChessboard").clientHeight + (_mobile ? 30 : 0) - 437 + 368) / 368);
-}
-
-function getDragX(x, full) {
-  var bb = document.getElementById('chessboard1').getBoundingClientRect();
-  var w = bb.width / 8;
-  var offsetX = bb.left + w / 2;
-  if (_flip) return 7 - Math.round((x - offsetX) / w);
-  else return Math.round((x - offsetX) / w);
-}
-
-function getDragY(y, full) {
-  var bb = document.getElementById('chessboard1').getBoundingClientRect();
-  var h = bb.width / 8;
-  var offsetY = bb.top + h / 2;
-  if (_flip) return 7 - Math.round((y - offsetY) / h);
-  else return Math.round((y - offsetY) / h);
-}
-
-function getCurSan(move) {
-  if (move == null) return null;
-  for (var i = 0; i < _curmoves.length; i++)
-    if (_curmoves[i].move.from.x == move.from.x && _curmoves[i].move.from.y == move.from.y &&
-      _curmoves[i].move.to.x == move.to.x && _curmoves[i].move.to.y == move.to.y &&
-      _curmoves[i].move.p == move.p) return _curmoves[i].san;
-  return null;
-}
-
-function onMouseDown(e) {
-  if (_menu) showHideMenu(false, e);
-  if (e == null) e = window.event;
-  var elem = target = e.target != null ? e.target : e.srcElement;
-  if (document.onmousemove == graphMouseMove && target != null && target.id != 'graphWrapper' && target.id != 'graph') {
-    document.getElementById("graphWrapper").onmouseout();
-  } else if (document.onmousemove == graphMouseMove) {
-    graphMouseDown(e);
-    return;
-  }
-  if (_dragElement != null) return true;
-  if (target != null && target.className == 'cbCell' && target.children[0].id == 'chessboard1') {
-    target = target.children[0];
-    var bb = document.getElementById('chessboard1').getBoundingClientRect();
-    var w = bb.width / 8;
-    var cx = Math.round((e.clientX - bb.left - (w / 2)) / w);
-    var cy = Math.round((e.clientY - bb.top - (w / 2)) / w);
-    for (var i = 0; i < target.children.length; i++) {
-      e0 = target.children[i];
-      if (e0.style.left == (cx * 40) + "px" && e0.style.top == (cy * 40) + "px") elem = e0;
-    }
-  }
-  while (target != null && target.id != 'chessboard1' && target.id != 'editWrapper' && target.tagName != 'BODY') {
-    target = target.parentNode;
-  }
-  if (target == null) return true;
-  if (elem.id == 'editWrapper' || elem.className.length < 3) return;
-  if (target.id != 'editWrapper' && target.id != 'chessboard1') return true;
-
-  var edit = isEdit();
-  if (edit && target.id == 'chessboard1' && elem.className != null && (e.which === 2 || e.button === 4)) {
-    if (getPaintPiece() == elem.className[2]) setPaintPiece('S');
-    else setPaintPiece(elem.className[2]);
-    if (e && e.preventDefault) e.preventDefault();
-    return;
-  }
-  if (target.id == 'chessboard1' && edit && (getPaintPiece() != 'S' || (e.which === 3 || e.button === 2))) {
-    if (e && e.preventDefault) e.preventDefault();
-    paintMouse(e);
-    return;
-  }
-
-  document.onmousemove = onMouseMove;
-  document.body.focus();
-  document.onselectstart = function() {
-    return false;
-  };
-  elem.ondragstart = function() {
-    return false;
-  };
-  _dragActive = false;
-  _dragElement = elem;
-  _startX = e.clientX;
-  _startY = e.clientY;
-  _dragCtrl = target.id == 'editWrapper' ? true : e.ctrlKey;
-  _dragLMB = (e.which === 3 || e.button === 2) ? 1 : 0;
-  return false;
-
-}
-
-function dragActivate() {
-  if (_dragElement == null) return;
-  if (_dragElement.parentNode == null) return;
-  if (_dragElement.className[2] == '-' && !dragFromEditTools) return;
-  var dragFromEditTools = _dragElement.parentNode.id != 'chessboard1';
-
-  var clone = _dragElement.cloneNode(false);
-  if (!_dragCtrl) _dragElement.className = _dragElement.className[0] + " -";
-  _dragElement = clone;
-  _dragElement.className = _dragElement.className.substring(0, 3);
-  _dragElement.style.backgroundColor = "transparent";
-  _dragElement.style.background = "none";
-  _dragElement.style.zIndex = 10000;
-  _dragElement.style.pointerEvents = "none";
-  _dragElement.style.transform = "scale(" + getCurScale() + ")";
-  document.getElementById('dragPiece').appendChild(_dragElement);
-  _dragActive = true;
-  if (!isEdit() && !_dragCtrl) showLegalMoves({
-    x: getDragX(_startX),
-    y: getDragY(_startY)
-  });
-  if (dragFromEditTools) setPaintPiece(_dragElement.className[2]);
-}
-
-function doMoveHandler(move, copy) {
-  updateTooltip("");
-  var oldfen = getCurFEN();
-  var pos = parseFEN(oldfen);
-  var legal = copy == null && isLegal(pos, move.from, move.to) && _curmoves.length > 0;
-  if (legal) {
-    var san = getCurSan(move);
-    if (pos.w != _play) pos = doMove(pos, move.from, move.to, move.p);
-    historyAdd(oldfen);
-    setCurFEN(generateFEN(pos));
-    historyAdd(getCurFEN(), null, move, san);
-    showBoard(getCurFEN() == oldfen);
-    doComputerMove();
-  } else if (isEdit() && (move.from.x != move.to.x || move.from.y != move.to.y)) {
-    if (copy && bounds(move.to.x, move.to.y)) {
-      pos.b[move.to.x][move.to.y] = copy;
-    } else if (!copy && bounds(move.from.x, move.from.y)) {
-      if (bounds(move.to.x, move.to.y)) pos.b[move.to.x][move.to.y] = pos.b[move.from.x][move.from.y];
-      pos.b[move.from.x][move.from.y] = '-';
-    } else return false;
-    fixCastling(pos);
-    historyAdd(oldfen);
-    setCurFEN(generateFEN(pos));
-    historyAdd(getCurFEN());
-    showBoard(getCurFEN() == oldfen);
-  } else return false;
-  return true;
-}
-
-function onMouseMove(e) {
-  defaultMouseMove(e);
-  if (document.onmousemove != onMouseMove && isEdit() && getPaintPiece() != 'S') paintMouse(e, getPaintPiece());
-  if (_dragElement == null) return;
-  if (e == null) e = window.event;
-  if (!_dragActive) {
-    if (Math.abs(e.clientX - _startX) < 8 && Math.abs(e.clientY - _startY) < 8) return;
-    if (_dragLMB > 0) {
-      var x1 = getDragX(_startX),
-        y1 = getDragY(_startY),
-        x2 = getDragX(e.clientX),
-        y2 = getDragY(e.clientY);
-      showArrow3({
-        from: {
-          x: x1,
-          y: y1
-        },
-        to: {
-          x: x2,
-          y: y2
-        }
-      });
-      _dragLMB = 2;
-      return;
-    }
-    if ('PNBRQK'.indexOf(_dragElement.className[2].toUpperCase()) < 0) return;
-    dragActivate();
-  }
-
-  _dragElement.style.left = (e.clientX * _bodyScale - 20) + 'px';
-  _dragElement.style.top = (getClientY(e) - 20) + 'px';
-  _dragElement.style.color = 'transparent';
-  setElemText(_dragElement, '-'); // force browser to refresh pop-up
-}
-
-function onMouseUp(e) {
-  if (document.onmousemove == graphMouseMove) return;
-  onMouseMove(e);
-  if (!_dragActive && _clickFrom != null && _clickFromElem != null && _clickFromElem.className.indexOf(" h0") > 0 && _dragLMB == 0) {
-    var oldDragElement = _dragElement;
-    _dragElement = _clickFromElem;
-    var x2 = getDragX(e.clientX);
-    var y2 = getDragY(e.clientY);
-    _dragElement = null;
-    if (!doMoveHandler({
-      from: _clickFrom,
-      to: {
-        x: x2,
-        y: y2
-      }
-    })) _dragElement = oldDragElement;
-  }
-  if (_dragElement != null) {
-    var x1 = getDragX(_startX),
-      y1 = getDragY(_startY);
-    var x2 = getDragX(e.clientX),
-      y2 = getDragY(e.clientY);
-    if (_dragActive) {
-      if (!doMoveHandler({
-        from: {
-          x: x1,
-          y: y1
-        },
-        to: {
-          x: x2,
-          y: y2
-        }
-      }, _dragCtrl ? _dragElement.className[2] : null)) {
-        showBoard(true);
-      } else {
-        movesfx.play(); if (!bounds(x1, y1)) setPaintPiece('S');
-      }
-    } else {
-      var ew1br = document.getElementById('editWrapper').children[0].children[0].getBoundingClientRect();
-      var ew1w = ew1br.width;
-      if (_dragElement.parentNode.id != 'chessboard1') {
-        x1 = -Math.round((e.clientX - ew1br.left - (ew1w / 2)) / ew1w) - 1;
-        y1 = -Math.round((e.clientY - ew1br.top - (ew1w / 2)) / ew1w) - 1;
-        if (_dragElement.parentNode.className != "cb" || x1 > 0 || y1 > 0) x1 = y1 = -99;
-      }
-      if (e.which === 3 || e.button === 2) {
-        if (_dragElement.parentNode.id == 'chessboard1') {
-          if (_dragLMB == 1) {
-            var c = _dragElement.className;
-            _dragElement.className = c.split(' ')[0] + " " + c.split(' ')[1] +
-              (c.indexOf(" h0") >= 0 ? " h0" : "") +
-              (c.indexOf(" h1") >= 0 ? " h1" : "") +
-              (c.indexOf(" h2") >= 0 ? " h2" : "") +
-              (c.indexOf(" h3") < 0 ? " h3" : "");
-          }
-          finalArrow3();
-        } else {
-          var list = document.getElementById('editWrapper').children[0].children,
-            p = null;
-          for (var i = 0; i < list.length; i++) {
-            var x1c = -Math.round((list[i].getBoundingClientRect().left - ew1br.left) / ew1w) - 1;
-            var y1c = -Math.round((list[i].getBoundingClientRect().top - ew1br.top) / ew1w) - 1;
-            if (list[i].className != null && x1c == x1 && y1c == y1) p = list[i].className[2];
-          }
-          if (p != null) {
-            if (p == 'S') setCurFEN(START);
-            else if (p == '-') setCurFEN("8/8/8/8/8/8/8/8 w - - 0 0");
-            else {
-              var pos = parseFEN(getCurFEN());
-              for (var x = 0; x < 8; x++)
-                for (var y = 0; y < 8; y++)
-                  if (pos.b[x][y] == p) pos.b[x][y] = '-';
-              fixCastling(pos);
-              setCurFEN(generateFEN(pos));
-            }
-            historySave();
-            showBoard();
-          }
-        }
-      } else if (_clickFrom != null &&
-        _clickFromElem != null &&
-        _clickFromElem.className.indexOf(" h0") > 0 &&
-        _clickFrom.x == x1 &&
-        _clickFrom.y == y1 ||
-        _dragElement.className[2] == '-' && _dragElement.parentNode.id == 'chessboard1') {
-        showLegalMoves(null);
-      } else {
-        showLegalMoves({
-          x: x1,
-          y: y1
-        });
-      }
-    }
-  } else {
-    if (_clickFrom == null || _clickFrom.x > 0 && _clickFrom.y > 0 || (_clickFromElem != null && _clickFromElem.className[2] == 'S' && (e.which === 1 || e.button === 0))) showLegalMoves(null);
-  }
-  document.onmousemove = defaultMouseMove;
-  document.onselectstart = null;
-  _dragElement = null;
-
-}
-
-function onWheel(e) {
-  if (_menu) showHideMenu(false);
-  if (e.ctrlKey) return;
-  if (isEdit()) {
-    var p = getPaintPiece();
-    var str = 'Spnbrqk-PNBRQK';
-    var index = str.indexOf(p);
-    if (index >= 0) {
-      if (e.deltaY < 0) index--;
-      if (e.deltaY > 0) index++;
-      if (index < 0) index = str.length - 1;
-      if (index == str.length) index = 0;
-      setPaintPiece(str[index]);
-    }
-
-  } else {
-    if (e.deltaY < 0) historyMove(-1);
-    if (e.deltaY > 0) historyMove(+1);
-  }
-  e.preventDefault();
-}
-
-function setPaintPiece(newp) {
-  var list = document.getElementById('editWrapper').children[0].children,
-    newe = null;
-  for (var i = 0; i < list.length; i++) {
-    if (list[i].className != null && list[i].className[2] == newp) newe = list[i];
-  }
-  if (newe != null) {
-    var x2 = -Math.round(parseFloat(newe.style.left.replace("px", "")) / 40) - 1;
-    var y2 = -Math.round(parseFloat(newe.style.top.replace("px", "")) / 40) - 1;
-    showLegalMoves({
-      x: x2,
-      y: y2
-    });
-  }
-}
-
-function getPaintPiece() {
-  var list = document.getElementById('editWrapper').children[0].children;
-  for (var i = 0; i < list.length; i++) {
-    if (list[i].className != null && list[i].className.indexOf(" h0") > 0) return list[i].className[2];
-  }
-  return 'S';
-}
-
-function isEdit() {
-  return _clickFrom != null && _clickFromElem != null && _clickFromElem.className.indexOf(" h0") > 0 && _clickFrom.x < 0 && _clickFrom.y < 0;
-}
-
-function paintMouse(e, p) {
-  if (e == null) e = window.event;
-  var elem = target = e.target != null ? e.target : e.srcElement;
-  if (elem.parentNode == null || elem.parentNode.id != 'chessboard1') return;
-  var w = elem.getBoundingClientRect().width;
-  var h = elem.getBoundingClientRect().height;
-  var offsetX = document.getElementById('chessboard1').getBoundingClientRect().left + w / 2;
-  var offsetY = document.getElementById('chessboard1').getBoundingClientRect().top + h / 2;
-  var x1 = Math.round((e.clientX - offsetX) / w);
-  var y1 = Math.round((e.clientY - offsetY) / h);
-  if (_flip) {
-    x1 = 7 - x1;
-    y1 = 7 - y1;
-  }
-  if (bounds(x1, y1) && (_clickFromElem != null && _clickFromElem.className.indexOf(" h0") > 0 || (e.which === 3 || e.button === 2))) {
-
-    var pos = parseFEN(getCurFEN());
-    var newp = null;
-    if (e.ctrlKey || (e.which === 3 || e.button === 2)) newp = '-';
-    else newp = p != null ? p : _clickFromElem.className[2];
-    pos.b[x1][y1] = newp;
-    fixCastling(pos);
-    setCurFEN(generateFEN(pos));
-    historySave();
-    showBoard(null, null, true);
-    if (p == null) {
-      document.onmousemove = function(event) {
-        paintMouse(event, newp);
-      };
-    }
-  } else document.onmousemove = defaultMouseMove;
-}
-
-function onKeyDown(e) {
-  var k = e.keyCode || e.which;
-  if (e.ctrlKey) return;
-  var c = String.fromCharCode(e.keyCode || e.which).replace(" ", "-");
-  if (k == 96 || k == 106) {
-    if (_engine != null && _engine.ready) command("depth " + (_engine.depth != 0 ? "0" : "15"));
-  } else if (k == 107) {
-    if (_engine != null && _engine.ready) command("depth " + Math.min(128, _engine.depth + 1));
-  } else if (k == 109) {
-    if (_engine != null && _engine.ready) command("depth " + Math.max(0, _engine.depth - 1));
-  } else if (k == 38 || k == 37) historyMove(-1);
-  else if (k == 33) historyMove(-10);
-  else if (k == 36) historyMove(-1, null, true);
-  else if (k == 40 || k == 39) historyMove(+1);
-  else if (k == 34) historyMove(+10);
-  else if (k == 35) historyMove(+1, null, true);
-  else if (c == 'R') showBoard(false, true);
-  else if (k == 27) command("revert");
-  else if (c == 'F') command("flip");
-  else if (c == 'T') command("sidetomove");
-  else if (c == 'C') showHideWindow("Chessboard");
-  else if (c == 'M') showHideWindow("Moves");
-  else if (c == 'H') showHideWindow("History");
-  else if (c == 'G') showHideWindow("Graph");
-  else if (c == 'O') showHideWindow("Opening");
-  else if (c == 'S') showHideWindow("Static");
-  else if (c == 'L') showHideWindow("Lczero");
-  else if (c == 'E') showHideWindow("Edit");
-  else if (c == '1') menuAnalysisMode();
-  else if (c == '2') menuPlayEngineWhite();
-  else if (c == '3') menuPlayEngineBlack();
-  else if (c == '4') menuTwoPlayerMode();
-}
-
-// Evaluation engine
-var myWorker = null,
-  URL = window.URL || (window.webkitURL);
-window.URL = URL;
-const sf = '/*!
 * Stockfish copyright T. Romstad, M. Costalba, J. Kiiski, G. Linscott
 * and other contributors.
 *
 * Multi-variant support by Daniel Dugovic and contributors:
 * https://github.com/ddugovic/Stockfish
 *
 * Released under the GNU General Public License v3.
 *
 * Compiled to JavaScript and Webassembly by Niklas Fiekas
 * <niklas.fiekas@backscattering.de> using Emscripten and Binaryen.
 *
 * https://github.com/niklasf/stockfish.js
 */

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importScripts==="function";ENVIRONMENT_IS_NODE=typeof process==="object"&&typeof require==="function"&&!ENVIRONMENT_IS_WEB&&!ENVIRONMENT_IS_WORKER;ENVIRONMENT_IS_SHELL=!ENVIRONMENT_IS_WEB&&!ENVIRONMENT_IS_NODE&&!ENVIRONMENT_IS_WORKER}if(ENVIRONMENT_IS_NODE){var nodeFS;var nodePath;Module["read"]=function shell_read(filename,binary){var ret;ret=tryParseAsDataURI(filename);if(!ret){if(!nodeFS)nodeFS=require("fs");if(!nodePath)nodePath=require("path");filename=nodePath["normalize"](filename);ret=nodeFS["readFileSync"](filename)}return binary?ret:ret.toString()};Module["readBinary"]=function readBinary(filename){var ret=Module["read"](filename,true);if(!ret.buffer){ret=new Uint8Array(ret)}assert(ret.buffer);return ret};if(process["argv"].length>1){Module["thisProgram"]=process["argv"][1].replace(/\\/g,"/")}Module["arguments"]=process["argv"].slice(2);if(typeof module!=="undefined"){module["exports"]=Module}process["on"]("uncaughtException",(function(ex){if(!(ex instanceof ExitStatus)){throw ex}}));process["on"]("unhandledRejection",(function(reason,p){process["exit"](1)}));Module["inspect"]=(function(){return"[Emscripten Module object]"})}else if(ENVIRONMENT_IS_SHELL){if(typeof read!="undefined"){Module["read"]=function shell_read(f){var data=tryParseAsDataURI(f);if(data){return intArrayToString(data)}return read(f)}}Module["readBinary"]=function readBinary(f){var data;data=tryParseAsDataURI(f);if(data){return data}if(typeof readbuffer==="function"){return new Uint8Array(readbuffer(f))}data=read(f,"binary");assert(typeof data==="object");return data};if(typeof scriptArgs!="undefined"){Module["arguments"]=scriptArgs}else if(typeof arguments!="undefined"){Module["arguments"]=arguments}if(typeof quit==="function"){Module["quit"]=(function(status,toThrow){quit(status)})}}else if(ENVIRONMENT_IS_WEB||ENVIRONMENT_IS_WORKER){Module["read"]=function shell_read(url){try{var xhr=new XMLHttpRequest;xhr.open("GET",url,false);xhr.send(null);return xhr.responseText}catch(err){var data=tryParseAsDataURI(url);if(data){return intArrayToString(data)}throw err}};if(ENVIRONMENT_IS_WORKER){Module["readBinary"]=function readBinary(url){try{var xhr=new XMLHttpRequest;xhr.open("GET",url,false);xhr.responseType="arraybuffer";xhr.send(null);return new Uint8Array(xhr.response)}catch(err){var data=tryParseAsDataURI(url);if(data){return data}throw err}}}Module["readAsync"]=function readAsync(url,onload,onerror){var xhr=new XMLHttpRequest;xhr.open("GET",url,true);xhr.responseType="arraybuffer";xhr.onload=function xhr_onload(){if(xhr.status==200||xhr.status==0&&xhr.response){onload(xhr.response);return}var data=tryParseAsDataURI(url);if(data){onload(data.buffer);return}onerror()};xhr.onerror=onerror;xhr.send(null)};if(typeof arguments!="undefined"){Module["arguments"]=arguments}Module["setWindowTitle"]=(function(title){document.title=title})}Module["print"]=typeof console!=="undefined"?console.log:typeof print!=="undefined"?print:null;Module["printErr"]=typeof printErr!=="undefined"?printErr:typeof console!=="undefined"&&console.warn||Module["print"];Module.print=Module["print"];Module.printErr=Module["printErr"];for(key in moduleOverrides){if(moduleOverrides.hasOwnProperty(key)){Module[key]=moduleOverrides[key]}}moduleOverrides=undefined;var STACK_ALIGN=16;function staticAlloc(size){assert(!staticSealed);var ret=STATICTOP;STATICTOP=STATICTOP+size+15&-16;return ret}function dynamicAlloc(size){assert(DYNAMICTOP_PTR);var ret=HEAP32[DYNAMICTOP_PTR>>2];var end=ret+size+15&-16;HEAP32[DYNAMICTOP_PTR>>2]=end;if(end>=TOTAL_MEMORY){var success=enlargeMemory();if(!success){HEAP32[DYNAMICTOP_PTR>>2]=ret;return 0}}return ret}function alignMemory(size,factor){if(!factor)factor=STACK_ALIGN;var ret=size=Math.ceil(size/factor)*factor;return ret}function getNativeTypeSize(type){switch(type){case"i1":case"i8":return 1;case"i16":return 2;case"i32":return 4;case"i64":return 8;case"float":return 4;case"double":return 8;default:{if(type[type.length-1]==="*"){return 4}else if(type[0]==="i"){var bits=parseInt(type.substr(1));assert(bits%8===0);return bits/8}else{return 0}}}}function warnOnce(text){if(!warnOnce.shown)warnOnce.shown={};if(!warnOnce.shown[text]){warnOnce.shown[text]=1;Module.printErr(text)}}var functionPointers=new Array(0);var funcWrappers={};function getFuncWrapper(func,sig){if(!func)return;assert(sig);if(!funcWrappers[sig]){funcWrappers[sig]={}}var sigCache=funcWrappers[sig];if(!sigCache[func]){if(sig.length===1){sigCache[func]=function dynCall_wrapper(){return dynCall(sig,func)}}else if(sig.length===2){sigCache[func]=function dynCall_wrapper(arg){return dynCall(sig,func,[arg])}}else{sigCache[func]=function dynCall_wrapper(){return dynCall(sig,func,Array.prototype.slice.call(arguments))}}}return sigCache[func]}function dynCall(sig,ptr,args){if(args&&args.length){return Module["dynCall_"+sig].apply(null,[ptr].concat(args))}else{return Module["dynCall_"+sig].call(null,ptr)}}var GLOBAL_BASE=8;var ABORT=0;var EXITSTATUS=0;function assert(condition,text){if(!condition){abort("Assertion failed: "+text)}}function getCFunc(ident){var func=Module["_"+ident];assert(func,"Cannot call unknown function "+ident+", make sure it is exported");return func}var JSfuncs={"stackSave":(function(){stackSave()}),"stackRestore":(function(){stackRestore()}),"arrayToC":(function(arr){var ret=stackAlloc(arr.length);writeArrayToMemory(arr,ret);return ret}),"stringToC":(function(str){var ret=0;if(str!==null&&str!==undefined&&str!==0){var len=(str.length<<2)+1;ret=stackAlloc(len);stringToUTF8(str,ret,len)}return ret})};var toC={"string":JSfuncs["stringToC"],"array":JSfuncs["arrayToC"]};function ccall(ident,returnType,argTypes,args,opts){var func=getCFunc(ident);var cArgs=[];var stack=0;if(args){for(var i=0;i<args.length;i++){var converter=toC[argTypes[i]];if(converter){if(stack===0)stack=stackSave();cArgs[i]=converter(args[i])}else{cArgs[i]=args[i]}}}var ret=func.apply(null,cArgs);if(returnType==="string")ret=Pointer_stringify(ret);if(stack!==0){stackRestore(stack)}return ret}function setValue(ptr,value,type,noSafe){type=type||"i8";if(type.charAt(type.length-1)==="*")type="i32";switch(type){case"i1":HEAP8[ptr>>0]=value;break;case"i8":HEAP8[ptr>>0]=value;break;case"i16":HEAP16[ptr>>1]=value;break;case"i32":HEAP32[ptr>>2]=value;break;case"i64":tempI64=[value>>>0,(tempDouble=value,+Math_abs(tempDouble)>=+1?tempDouble>+0?(Math_min(+Math_floor(tempDouble/+4294967296),+4294967295)|0)>>>0:~~+Math_ceil((tempDouble- +(~~tempDouble>>>0))/+4294967296)>>>0:0)],HEAP32[ptr>>2]=tempI64[0],HEAP32[ptr+4>>2]=tempI64[1];break;case"float":HEAPF32[ptr>>2]=value;break;case"double":HEAPF64[ptr>>3]=value;break;default:abort("invalid type for setValue: "+type)}}var ALLOC_STATIC=2;var ALLOC_NONE=4;function allocate(slab,types,allocator,ptr){var zeroinit,size;if(typeof slab==="number"){zeroinit=true;size=slab}else{zeroinit=false;size=slab.length}var singleType=typeof types==="string"?types:null;var ret;if(allocator==ALLOC_NONE){ret=ptr}else{ret=[typeof _malloc==="function"?_malloc:staticAlloc,stackAlloc,staticAlloc,dynamicAlloc][allocator===undefined?ALLOC_STATIC:allocator](Math.max(size,singleType?1:types.length))}if(zeroinit){var stop;ptr=ret;assert((ret&3)==0);stop=ret+(size&~3);for(;ptr<stop;ptr+=4){HEAP32[ptr>>2]=0}stop=ret+size;while(ptr<stop){HEAP8[ptr++>>0]=0}return ret}if(singleType==="i8"){if(slab.subarray||slab.slice){HEAPU8.set(slab,ret)}else{HEAPU8.set(new Uint8Array(slab),ret)}return ret}var i=0,type,typeSize,previousType;while(i<size){var curr=slab[i];type=singleType||types[i];if(type===0){i++;continue}if(type=="i64")type="i32";setValue(ret+i,curr,type);if(previousType!==type){typeSize=getNativeTypeSize(type);previousType=type}i+=typeSize}return ret}function Pointer_stringify(ptr,length){if(length===0||!ptr)return"";var hasUtf=0;var t;var i=0;while(1){t=HEAPU8[ptr+i>>0];hasUtf|=t;if(t==0&&!length)break;i++;if(length&&i==length)break}if(!length)length=i;var ret="";if(hasUtf<128){var MAX_CHUNK=1024;var curr;while(length>0){curr=String.fromCharCode.apply(String,HEAPU8.subarray(ptr,ptr+Math.min(length,MAX_CHUNK)));ret=ret?ret+curr:curr;ptr+=MAX_CHUNK;length-=MAX_CHUNK}return ret}return UTF8ToString(ptr)}var UTF8Decoder=typeof TextDecoder!=="undefined"?new TextDecoder("utf8"):undefined;function UTF8ArrayToString(u8Array,idx){var endPtr=idx;while(u8Array[endPtr])++endPtr;if(endPtr-idx>16&&u8Array.subarray&&UTF8Decoder){return UTF8Decoder.decode(u8Array.subarray(idx,endPtr))}else{var u0,u1,u2,u3,u4,u5;var str="";while(1){u0=u8Array[idx++];if(!u0)return str;if(!(u0&128)){str+=String.fromCharCode(u0);continue}u1=u8Array[idx++]&63;if((u0&224)==192){str+=String.fromCharCode((u0&31)<<6|u1);continue}u2=u8Array[idx++]&63;if((u0&240)==224){u0=(u0&15)<<12|u1<<6|u2}else{u3=u8Array[idx++]&63;if((u0&248)==240){u0=(u0&7)<<18|u1<<12|u2<<6|u3}else{u4=u8Array[idx++]&63;if((u0&252)==248){u0=(u0&3)<<24|u1<<18|u2<<12|u3<<6|u4}else{u5=u8Array[idx++]&63;u0=(u0&1)<<30|u1<<24|u2<<18|u3<<12|u4<<6|u5}}}if(u0<65536){str+=String.fromCharCode(u0)}else{var ch=u0-65536;str+=String.fromCharCode(55296|ch>>10,56320|ch&1023)}}}}function UTF8ToString(ptr){return UTF8ArrayToString(HEAPU8,ptr)}function stringToUTF8Array(str,outU8Array,outIdx,maxBytesToWrite){if(!(maxBytesToWrite>0))return 0;var startIdx=outIdx;var endIdx=outIdx+maxBytesToWrite-1;for(var i=0;i<str.length;++i){var u=str.charCodeAt(i);if(u>=55296&&u<=57343)u=65536+((u&1023)<<10)|str.charCodeAt(++i)&1023;if(u<=127){if(outIdx>=endIdx)break;outU8Array[outIdx++]=u}else if(u<=2047){if(outIdx+1>=endIdx)break;outU8Array[outIdx++]=192|u>>6;outU8Array[outIdx++]=128|u&63}else if(u<=65535){if(outIdx+2>=endIdx)break;outU8Array[outIdx++]=224|u>>12;outU8Array[outIdx++]=128|u>>6&63;outU8Array[outIdx++]=128|u&63}else if(u<=2097151){if(outIdx+3>=endIdx)break;outU8Array[outIdx++]=240|u>>18;outU8Array[outIdx++]=128|u>>12&63;outU8Array[outIdx++]=128|u>>6&63;outU8Array[outIdx++]=128|u&63}else if(u<=67108863){if(outIdx+4>=endIdx)break;outU8Array[outIdx++]=248|u>>24;outU8Array[outIdx++]=128|u>>18&63;outU8Array[outIdx++]=128|u>>12&63;outU8Array[outIdx++]=128|u>>6&63;outU8Array[outIdx++]=128|u&63}else{if(outIdx+5>=endIdx)break;outU8Array[outIdx++]=252|u>>30;outU8Array[outIdx++]=128|u>>24&63;outU8Array[outIdx++]=128|u>>18&63;outU8Array[outIdx++]=128|u>>12&63;outU8Array[outIdx++]=128|u>>6&63;outU8Array[outIdx++]=128|u&63}}outU8Array[outIdx]=0;return outIdx-startIdx}function stringToUTF8(str,outPtr,maxBytesToWrite){return 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Error(0)}catch(e){err=e}if(!err.stack){return"(no stack trace available)"}}return err.stack.toString()}function stackTrace(){var js=jsStackTrace();if(Module["extraStackTrace"])js+="\n"+Module["extraStackTrace"]();return demangleAll(js)}var buffer,HEAP8,HEAPU8,HEAP16,HEAPU16,HEAP32,HEAPU32,HEAPF32,HEAPF64;function updateGlobalBufferViews(){Module["HEAP8"]=HEAP8=new Int8Array(buffer);Module["HEAP16"]=HEAP16=new Int16Array(buffer);Module["HEAP32"]=HEAP32=new Int32Array(buffer);Module["HEAPU8"]=HEAPU8=new Uint8Array(buffer);Module["HEAPU16"]=HEAPU16=new Uint16Array(buffer);Module["HEAPU32"]=HEAPU32=new Uint32Array(buffer);Module["HEAPF32"]=HEAPF32=new Float32Array(buffer);Module["HEAPF64"]=HEAPF64=new Float64Array(buffer)}var STATIC_BASE,STATICTOP,staticSealed;var STACK_BASE,STACKTOP,STACK_MAX;var DYNAMIC_BASE,DYNAMICTOP_PTR;STATIC_BASE=STATICTOP=STACK_BASE=STACKTOP=STACK_MAX=DYNAMIC_BASE=DYNAMICTOP_PTR=0;staticSealed=false;function abortOnCannotGrowMemory(){abort("Cannot enlarge memory arrays. Either (1) compile with  -s TOTAL_MEMORY=X  with X higher than the current value "+TOTAL_MEMORY+", (2) compile with  -s ALLOW_MEMORY_GROWTH=1  which allows increasing the size at runtime but prevents some optimizations, (3) set Module.TOTAL_MEMORY to a higher value before the program runs, or (4) if you want malloc to return NULL (0) instead of this abort, compile with  -s ABORTING_MALLOC=0 ")}function enlargeMemory(){abortOnCannotGrowMemory()}var TOTAL_STACK=Module["TOTAL_STACK"]||5242880;var TOTAL_MEMORY=Module["TOTAL_MEMORY"]||33554432;if(TOTAL_MEMORY<TOTAL_STACK)Module.printErr("TOTAL_MEMORY should be larger than TOTAL_STACK, was "+TOTAL_MEMORY+"! 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tempDoublePtr=STATICTOP;STATICTOP+=16;function __ZSt18uncaught_exceptionv(){return!!__ZSt18uncaught_exceptionv.uncaught_exception}function ___assert_fail(condition,filename,line,func){abort("Assertion failed: "+Pointer_stringify(condition)+", at: "+[filename?Pointer_stringify(filename):"unknown filename",line,func?Pointer_stringify(func):"unknown function"])}function ___atomic_fetch_add_8(ptr,vall,valh,memmodel){var l=HEAP32[ptr>>2];var h=HEAP32[ptr+4>>2];HEAP32[ptr>>2]=_i64Add(l,h,vall,valh);HEAP32[ptr+4>>2]=getTempRet0();return(setTempRet0(h),l)|0}function ___atomic_load_8(ptr,memmodel){return(setTempRet0(HEAP32[ptr+4>>2]),HEAP32[ptr>>2])|0}function ___atomic_store_8(ptr,vall,valh,memmodel){HEAP32[ptr>>2]=vall;HEAP32[ptr+4>>2]=valh}var cttz_i8=allocate([8,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,6,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,7,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,6,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0],"i8",ALLOC_STATIC);function ___lock(){}var ERRNO_CODES={EPERM:1,ENOENT:2,ESRCH:3,EINTR:4,EIO:5,ENXIO:6,E2BIG:7,ENOEXEC:8,EBADF:9,ECHILD:10,EAGAIN:11,EWOULDBLOCK:11,ENOMEM:12,EACCES:13,EFAULT:14,ENOTBLK:15,EBUSY:16,EEXIST:17,EXDEV:18,ENODEV:19,ENOTDIR:20,EISDIR:21,EINVAL:22,ENFILE:23,EMFILE:24,ENOTTY:25,ETXTBSY:26,EFBIG:27,ENOSPC:28,ESPIPE:29,EROFS:30,EMLINK:31,EPIPE:32,EDOM:33,ERANGE:34,ENOMSG:42,EIDRM:43,ECHRNG:44,EL2NSYNC:45,EL3HLT:46,EL3RST:47,ELNRNG:48,EUNATCH:49,ENOCSI:50,EL2HLT:51,EDEADLK:35,ENOLCK:37,EBADE:52,EBADR:53,EXFULL:54,ENOANO:55,EBADRQC:56,EBADSLT:57,EDEADLOCK:35,EBFONT:59,ENOSTR:60,ENODATA:61,ETIME:62,ENOSR:63,ENONET:64,ENOPKG:65,EREMOTE:66,ENOLINK:67,EADV:68,ESRMNT:69,ECOMM:70,EPROTO:71,EMULTIHOP:72,EDOTDOT:73,EBADMSG:74,ENOTUNIQ:76,EBADFD:77,EREMCHG:78,ELIBACC:79,ELIBBAD:80,ELIBSCN:81,ELIBMAX:82,ELIBEXEC:83,ENOSYS:38,ENOTEMPTY:39,ENAMETOOLONG:36,ELOOP:40,EOPNOTSUPP:95,EPFNOSUPPORT:96,ECONNRESET:104,ENOBUFS:105,EAFNOSUPPORT:97,EPROTOTYPE:91,ENOTSOCK:88,ENOPROTOOPT:92,ESHUTDOWN:108,ECONNREFUSED:111,EADDRINUSE:98,ECONNABORTED:103,ENETUNREACH:101,ENETDOWN:100,ETIMEDOUT:110,EHOSTDOWN:112,EHOSTUNREACH:113,EINPROGRESS:115,EALREADY:114,EDESTADDRREQ:89,EMSGSIZE:90,EPROTONOSUPPORT:93,ESOCKTNOSUPPORT:94,EADDRNOTAVAIL:99,ENETRESET:102,EISCONN:106,ENOTCONN:107,ETOOMANYREFS:109,EUSERS:87,EDQUOT:122,ESTALE:116,ENOTSUP:95,ENOMEDIUM:123,EILSEQ:84,EOVERFLOW:75,ECANCELED:125,ENOTRECOVERABLE:131,EOWNERDEAD:130,ESTRPIPE:86};function ___setErrNo(value){if(Module["___errno_location"])HEAP32[Module["___errno_location"]()>>2]=value;return value}function ___map_file(pathname,size){___setErrNo(ERRNO_CODES.EPERM);return-1}var ERRNO_MESSAGES={0:"Success",1:"Not super-user",2:"No such file or directory",3:"No such process",4:"Interrupted system call",5:"I/O error",6:"No such device or address",7:"Arg list too long",8:"Exec format error",9:"Bad file number",10:"No children",11:"No more processes",12:"Not enough core",13:"Permission denied",14:"Bad address",15:"Block device required",16:"Mount device busy",17:"File exists",18:"Cross-device link",19:"No such device",20:"Not a directory",21:"Is a directory",22:"Invalid argument",23:"Too many open files in system",24:"Too many open files",25:"Not a typewriter",26:"Text file busy",27:"File too large",28:"No space left on device",29:"Illegal seek",30:"Read only file system",31:"Too many links",32:"Broken pipe",33:"Math arg out of domain of func",34:"Math result not representable",35:"File locking deadlock error",36:"File or path name too long",37:"No record locks available",38:"Function not implemented",39:"Directory not empty",40:"Too many symbolic links",42:"No message of desired type",43:"Identifier removed",44:"Channel number out of range",45:"Level 2 not synchronized",46:"Level 3 halted",47:"Level 3 reset",48:"Link number out of range",49:"Protocol driver not attached",50:"No CSI structure available",51:"Level 2 halted",52:"Invalid exchange",53:"Invalid request descriptor",54:"Exchange full",55:"No anode",56:"Invalid request code",57:"Invalid slot",59:"Bad font file fmt",60:"Device not a stream",61:"No data (for no delay io)",62:"Timer expired",63:"Out of streams resources",64:"Machine is not on the network",65:"Package not installed",66:"The object is remote",67:"The link has been severed",68:"Advertise error",69:"Srmount error",70:"Communication error on send",71:"Protocol error",72:"Multihop attempted",73:"Cross mount point (not really error)",74:"Trying to read unreadable message",75:"Value too large for defined data type",76:"Given log. name not unique",77:"f.d. invalid for this operation",78:"Remote address changed",79:"Can   access a needed shared lib",80:"Accessing a corrupted shared lib",81:".lib section in a.out corrupted",82:"Attempting to link in too many libs",83:"Attempting to exec a shared library",84:"Illegal byte sequence",86:"Streams pipe error",87:"Too many users",88:"Socket operation on non-socket",89:"Destination address required",90:"Message too long",91:"Protocol wrong type for socket",92:"Protocol not available",93:"Unknown protocol",94:"Socket type not supported",95:"Not supported",96:"Protocol family not supported",97:"Address family not supported by protocol family",98:"Address already in use",99:"Address not available",100:"Network interface is not configured",101:"Network is unreachable",102:"Connection reset by network",103:"Connection aborted",104:"Connection reset by peer",105:"No buffer space available",106:"Socket is already connected",107:"Socket is not connected",108:"Can't send after socket shutdown",109:"Too many references",110:"Connection timed out",111:"Connection refused",112:"Host is down",113:"Host is unreachable",114:"Socket already connected",115:"Connection already in progress",116:"Stale file handle",122:"Quota exceeded",123:"No medium (in tape drive)",125:"Operation canceled",130:"Previous owner died",131:"State not recoverable"};var PATH={splitPath:(function(filename){var splitPathRe=/^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/;return splitPathRe.exec(filename).slice(1)}),normalizeArray:(function(parts,allowAboveRoot){var up=0;for(var i=parts.length-1;i>=0;i--){var last=parts[i];if(last==="."){parts.splice(i,1)}else if(last===".."){parts.splice(i,1);up++}else if(up){parts.splice(i,1);up--}}if(allowAboveRoot){for(;up;up--){parts.unshift("..")}}return parts}),normalize:(function(path){var isAbsolute=path.charAt(0)==="/",trailingSlash=path.substr(-1)==="/";path=PATH.normalizeArray(path.split("/").filter((function(p){return!!p})),!isAbsolute).join("/");if(!path&&!isAbsolute){path="."}if(path&&trailingSlash){path+="/"}return(isAbsolute?"/":"")+path}),dirname:(function(path){var result=PATH.splitPath(path),root=result[0],dir=result[1];if(!root&&!dir){return"."}if(dir){dir=dir.substr(0,dir.length-1)}return root+dir}),basename:(function(path){if(path==="/")return"/";var lastSlash=path.lastIndexOf("/");if(lastSlash===-1)return path;return path.substr(lastSlash+1)}),extname:(function(path){return PATH.splitPath(path)[3]}),join:(function(){var paths=Array.prototype.slice.call(arguments,0);return PATH.normalize(paths.join("/"))}),join2:(function(l,r){return PATH.normalize(l+"/"+r)}),resolve:(function(){var resolvedPath="",resolvedAbsolute=false;for(var i=arguments.length-1;i>=-1&&!resolvedAbsolute;i--){var path=i>=0?arguments[i]:FS.cwd();if(typeof path!=="string"){throw new TypeError("Arguments to path.resolve must be strings")}else if(!path){return""}resolvedPath=path+"/"+resolvedPath;resolvedAbsolute=path.charAt(0)==="/"}resolvedPath=PATH.normalizeArray(resolvedPath.split("/").filter((function(p){return!!p})),!resolvedAbsolute).join("/");return(resolvedAbsolute?"/":"")+resolvedPath||"."}),relative:(function(from,to){from=PATH.resolve(from).substr(1);to=PATH.resolve(to).substr(1);function trim(arr){var start=0;for(;start<arr.length;start++){if(arr[start]!=="")break}var end=arr.length-1;for(;end>=0;end--){if(arr[end]!=="")break}if(start>end)return[];return arr.slice(start,end-start+1)}var fromParts=trim(from.split("/"));var toParts=trim(to.split("/"));var length=Math.min(fromParts.length,toParts.length);var samePartsLength=length;for(var i=0;i<length;i++){if(fromParts[i]!==toParts[i]){samePartsLength=i;break}}var outputParts=[];for(var i=samePartsLength;i<fromParts.length;i++){outputParts.push("..")}outputParts=outputParts.concat(toParts.slice(samePartsLength));return outputParts.join("/")})};var TTY={ttys:[],init:(function(){}),shutdown:(function(){}),register:(function(dev,ops){TTY.ttys[dev]={input:[],output:[],ops:ops};FS.registerDevice(dev,TTY.stream_ops)}),stream_ops:{open:(function(stream){var tty=TTY.ttys[stream.node.rdev];if(!tty){throw new FS.ErrnoError(ERRNO_CODES.ENODEV)}stream.tty=tty;stream.seekable=false}),close:(function(stream){stream.tty.ops.flush(stream.tty)}),flush:(function(stream){stream.tty.ops.flush(stream.tty)}),read:(function(stream,buffer,offset,length,pos){if(!stream.tty||!stream.tty.ops.get_char){throw new FS.ErrnoError(ERRNO_CODES.ENXIO)}var bytesRead=0;for(var i=0;i<length;i++){var result;try{result=stream.tty.ops.get_char(stream.tty)}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EIO)}if(result===undefined&&bytesRead===0){throw new FS.ErrnoError(ERRNO_CODES.EAGAIN)}if(result===null||result===undefined)break;bytesRead++;buffer[offset+i]=result}if(bytesRead){stream.node.timestamp=Date.now()}return bytesRead}),write:(function(stream,buffer,offset,length,pos){if(!stream.tty||!stream.tty.ops.put_char){throw new FS.ErrnoError(ERRNO_CODES.ENXIO)}for(var i=0;i<length;i++){try{stream.tty.ops.put_char(stream.tty,buffer[offset+i])}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EIO)}}if(length){stream.node.timestamp=Date.now()}return i})},default_tty_ops:{get_char:(function(tty){if(!tty.input.length){var result=null;if(ENVIRONMENT_IS_NODE){var BUFSIZE=256;var buf=new Buffer(BUFSIZE);var bytesRead=0;var isPosixPlatform=process.platform!="win32";var fd=process.stdin.fd;if(isPosixPlatform){var usingDevice=false;try{fd=fs.openSync("/dev/stdin","r");usingDevice=true}catch(e){}}try{bytesRead=fs.readSync(fd,buf,0,BUFSIZE,null)}catch(e){if(e.toString().indexOf("EOF")!=-1)bytesRead=0;else throw e}if(usingDevice){fs.closeSync(fd)}if(bytesRead>0){result=buf.slice(0,bytesRead).toString("utf-8")}else{result=null}}else if(typeof window!="undefined"&&typeof window.prompt=="function"){result=window.prompt("Input: ");if(result!==null){result+="\n"}}else if(typeof readline=="function"){result=readline();if(result!==null){result+="\n"}}if(!result){return null}tty.input=intArrayFromString(result,true)}return tty.input.shift()}),put_char:(function(tty,val){if(val===null||val===10){Module["print"](UTF8ArrayToString(tty.output,0));tty.output=[]}else{if(val!=0)tty.output.push(val)}}),flush:(function(tty){if(tty.output&&tty.output.length>0){Module["print"](UTF8ArrayToString(tty.output,0));tty.output=[]}})},default_tty1_ops:{put_char:(function(tty,val){if(val===null||val===10){Module["printErr"](UTF8ArrayToString(tty.output,0));tty.output=[]}else{if(val!=0)tty.output.push(val)}}),flush:(function(tty){if(tty.output&&tty.output.length>0){Module["printErr"](UTF8ArrayToString(tty.output,0));tty.output=[]}})}};var MEMFS={ops_table:null,mount:(function(mount){return MEMFS.createNode(null,"/",16384|511,0)}),createNode:(function(parent,name,mode,dev){if(FS.isBlkdev(mode)||FS.isFIFO(mode)){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}if(!MEMFS.ops_table){MEMFS.ops_table={dir:{node:{getattr:MEMFS.node_ops.getattr,setattr:MEMFS.node_ops.setattr,lookup:MEMFS.node_ops.lookup,mknod:MEMFS.node_ops.mknod,rename:MEMFS.node_ops.rename,unlink:MEMFS.node_ops.unlink,rmdir:MEMFS.node_ops.rmdir,readdir:MEMFS.node_ops.readdir,symlink:MEMFS.node_ops.symlink},stream:{llseek:MEMFS.stream_ops.llseek}},file:{node:{getattr:MEMFS.node_ops.getattr,setattr:MEMFS.node_ops.setattr},stream:{llseek:MEMFS.stream_ops.llseek,read:MEMFS.stream_ops.read,write:MEMFS.stream_ops.write,allocate:MEMFS.stream_ops.allocate,mmap:MEMFS.stream_ops.mmap,msync:MEMFS.stream_ops.msync}},link:{node:{getattr:MEMFS.node_ops.getattr,setattr:MEMFS.node_ops.setattr,readlink:MEMFS.node_ops.readlink},stream:{}},chrdev:{node:{getattr:MEMFS.node_ops.getattr,setattr:MEMFS.node_ops.setattr},stream:FS.chrdev_stream_ops}}}var node=FS.createNode(parent,name,mode,dev);if(FS.isDir(node.mode)){node.node_ops=MEMFS.ops_table.dir.node;node.stream_ops=MEMFS.ops_table.dir.stream;node.contents={}}else if(FS.isFile(node.mode)){node.node_ops=MEMFS.ops_table.file.node;node.stream_ops=MEMFS.ops_table.file.stream;node.usedBytes=0;node.contents=null}else if(FS.isLink(node.mode)){node.node_ops=MEMFS.ops_table.link.node;node.stream_ops=MEMFS.ops_table.link.stream}else if(FS.isChrdev(node.mode)){node.node_ops=MEMFS.ops_table.chrdev.node;node.stream_ops=MEMFS.ops_table.chrdev.stream}node.timestamp=Date.now();if(parent){parent.contents[name]=node}return node}),getFileDataAsRegularArray:(function(node){if(node.contents&&node.contents.subarray){var arr=[];for(var i=0;i<node.usedBytes;++i)arr.push(node.contents[i]);return arr}return node.contents}),getFileDataAsTypedArray:(function(node){if(!node.contents)return new Uint8Array;if(node.contents.subarray)return node.contents.subarray(0,node.usedBytes);return new Uint8Array(node.contents)}),expandFileStorage:(function(node,newCapacity){if(node.contents&&node.contents.subarray&&newCapacity>node.contents.length){node.contents=MEMFS.getFileDataAsRegularArray(node);node.usedBytes=node.contents.length}if(!node.contents||node.contents.subarray){var prevCapacity=node.contents?node.contents.length:0;if(prevCapacity>=newCapacity)return;var CAPACITY_DOUBLING_MAX=1024*1024;newCapacity=Math.max(newCapacity,prevCapacity*(prevCapacity<CAPACITY_DOUBLING_MAX?2:1.125)|0);if(prevCapacity!=0)newCapacity=Math.max(newCapacity,256);var oldContents=node.contents;node.contents=new Uint8Array(newCapacity);if(node.usedBytes>0)node.contents.set(oldContents.subarray(0,node.usedBytes),0);return}if(!node.contents&&newCapacity>0)node.contents=[];while(node.contents.length<newCapacity)node.contents.push(0)}),resizeFileStorage:(function(node,newSize){if(node.usedBytes==newSize)return;if(newSize==0){node.contents=null;node.usedBytes=0;return}if(!node.contents||node.contents.subarray){var oldContents=node.contents;node.contents=new Uint8Array(new ArrayBuffer(newSize));if(oldContents){node.contents.set(oldContents.subarray(0,Math.min(newSize,node.usedBytes)))}node.usedBytes=newSize;return}if(!node.contents)node.contents=[];if(node.contents.length>newSize)node.contents.length=newSize;else while(node.contents.length<newSize)node.contents.push(0);node.usedBytes=newSize}),node_ops:{getattr:(function(node){var attr={};attr.dev=FS.isChrdev(node.mode)?node.id:1;attr.ino=node.id;attr.mode=node.mode;attr.nlink=1;attr.uid=0;attr.gid=0;attr.rdev=node.rdev;if(FS.isDir(node.mode)){attr.size=4096}else if(FS.isFile(node.mode)){attr.size=node.usedBytes}else if(FS.isLink(node.mode)){attr.size=node.link.length}else{attr.size=0}attr.atime=new Date(node.timestamp);attr.mtime=new Date(node.timestamp);attr.ctime=new Date(node.timestamp);attr.blksize=4096;attr.blocks=Math.ceil(attr.size/attr.blksize);return attr}),setattr:(function(node,attr){if(attr.mode!==undefined){node.mode=attr.mode}if(attr.timestamp!==undefined){node.timestamp=attr.timestamp}if(attr.size!==undefined){MEMFS.resizeFileStorage(node,attr.size)}}),lookup:(function(parent,name){throw FS.genericErrors[ERRNO_CODES.ENOENT]}),mknod:(function(parent,name,mode,dev){return MEMFS.createNode(parent,name,mode,dev)}),rename:(function(old_node,new_dir,new_name){if(FS.isDir(old_node.mode)){var new_node;try{new_node=FS.lookupNode(new_dir,new_name)}catch(e){}if(new_node){for(var i in new_node.contents){throw new FS.ErrnoError(ERRNO_CODES.ENOTEMPTY)}}}delete old_node.parent.contents[old_node.name];old_node.name=new_name;new_dir.contents[new_name]=old_node;old_node.parent=new_dir}),unlink:(function(parent,name){delete parent.contents[name]}),rmdir:(function(parent,name){var node=FS.lookupNode(parent,name);for(var i in node.contents){throw new FS.ErrnoError(ERRNO_CODES.ENOTEMPTY)}delete parent.contents[name]}),readdir:(function(node){var entries=[".",".."];for(var key in node.contents){if(!node.contents.hasOwnProperty(key)){continue}entries.push(key)}return entries}),symlink:(function(parent,newname,oldpath){var node=MEMFS.createNode(parent,newname,511|40960,0);node.link=oldpath;return node}),readlink:(function(node){if(!FS.isLink(node.mode)){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}return node.link})},stream_ops:{read:(function(stream,buffer,offset,length,position){var contents=stream.node.contents;if(position>=stream.node.usedBytes)return 0;var size=Math.min(stream.node.usedBytes-position,length);assert(size>=0);if(size>8&&contents.subarray){buffer.set(contents.subarray(position,position+size),offset)}else{for(var i=0;i<size;i++)buffer[offset+i]=contents[position+i]}return size}),write:(function(stream,buffer,offset,length,position,canOwn){if(!length)return 0;var node=stream.node;node.timestamp=Date.now();if(buffer.subarray&&(!node.contents||node.contents.subarray)){if(canOwn){node.contents=buffer.subarray(offset,offset+length);node.usedBytes=length;return length}else if(node.usedBytes===0&&position===0){node.contents=new Uint8Array(buffer.subarray(offset,offset+length));node.usedBytes=length;return length}else if(position+length<=node.usedBytes){node.contents.set(buffer.subarray(offset,offset+length),position);return length}}MEMFS.expandFileStorage(node,position+length);if(node.contents.subarray&&buffer.subarray)node.contents.set(buffer.subarray(offset,offset+length),position);else{for(var i=0;i<length;i++){node.contents[position+i]=buffer[offset+i]}}node.usedBytes=Math.max(node.usedBytes,position+length);return length}),llseek:(function(stream,offset,whence){var position=offset;if(whence===1){position+=stream.position}else if(whence===2){if(FS.isFile(stream.node.mode)){position+=stream.node.usedBytes}}if(position<0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}return position}),allocate:(function(stream,offset,length){MEMFS.expandFileStorage(stream.node,offset+length);stream.node.usedBytes=Math.max(stream.node.usedBytes,offset+length)}),mmap:(function(stream,buffer,offset,length,position,prot,flags){if(!FS.isFile(stream.node.mode)){throw new FS.ErrnoError(ERRNO_CODES.ENODEV)}var ptr;var allocated;var contents=stream.node.contents;if(!(flags&2)&&(contents.buffer===buffer||contents.buffer===buffer.buffer)){allocated=false;ptr=contents.byteOffset}else{if(position>0||position+length<stream.node.usedBytes){if(contents.subarray){contents=contents.subarray(position,position+length)}else{contents=Array.prototype.slice.call(contents,position,position+length)}}allocated=true;ptr=_malloc(length);if(!ptr){throw new FS.ErrnoError(ERRNO_CODES.ENOMEM)}buffer.set(contents,ptr)}return{ptr:ptr,allocated:allocated}}),msync:(function(stream,buffer,offset,length,mmapFlags){if(!FS.isFile(stream.node.mode)){throw new FS.ErrnoError(ERRNO_CODES.ENODEV)}if(mmapFlags&2){return 0}var bytesWritten=MEMFS.stream_ops.write(stream,buffer,0,length,offset,false);return 0})}};var IDBFS={dbs:{},indexedDB:(function(){if(typeof indexedDB!=="undefined")return indexedDB;var ret=null;if(typeof window==="object")ret=window.indexedDB||window.mozIndexedDB||window.webkitIndexedDB||window.msIndexedDB;assert(ret,"IDBFS used, but indexedDB not supported");return ret}),DB_VERSION:21,DB_STORE_NAME:"FILE_DATA",mount:(function(mount){return MEMFS.mount.apply(null,arguments)}),syncfs:(function(mount,populate,callback){IDBFS.getLocalSet(mount,(function(err,local){if(err)return callback(err);IDBFS.getRemoteSet(mount,(function(err,remote){if(err)return callback(err);var src=populate?remote:local;var dst=populate?local:remote;IDBFS.reconcile(src,dst,callback)}))}))}),getDB:(function(name,callback){var db=IDBFS.dbs[name];if(db){return callback(null,db)}var req;try{req=IDBFS.indexedDB().open(name,IDBFS.DB_VERSION)}catch(e){return callback(e)}if(!req){return callback("Unable to connect to IndexedDB")}req.onupgradeneeded=(function(e){var db=e.target.result;var transaction=e.target.transaction;var fileStore;if(db.objectStoreNames.contains(IDBFS.DB_STORE_NAME)){fileStore=transaction.objectStore(IDBFS.DB_STORE_NAME)}else{fileStore=db.createObjectStore(IDBFS.DB_STORE_NAME)}if(!fileStore.indexNames.contains("timestamp")){fileStore.createIndex("timestamp","timestamp",{unique:false})}});req.onsuccess=(function(){db=req.result;IDBFS.dbs[name]=db;callback(null,db)});req.onerror=(function(e){callback(this.error);e.preventDefault()})}),getLocalSet:(function(mount,callback){var entries={};function isRealDir(p){return p!=="."&&p!==".."}function toAbsolute(root){return(function(p){return PATH.join2(root,p)})}var check=FS.readdir(mount.mountpoint).filter(isRealDir).map(toAbsolute(mount.mountpoint));while(check.length){var path=check.pop();var stat;try{stat=FS.stat(path)}catch(e){return callback(e)}if(FS.isDir(stat.mode)){check.push.apply(check,FS.readdir(path).filter(isRealDir).map(toAbsolute(path)))}entries[path]={timestamp:stat.mtime}}return callback(null,{type:"local",entries:entries})}),getRemoteSet:(function(mount,callback){var entries={};IDBFS.getDB(mount.mountpoint,(function(err,db){if(err)return callback(err);try{var transaction=db.transaction([IDBFS.DB_STORE_NAME],"readonly");transaction.onerror=(function(e){callback(this.error);e.preventDefault()});var store=transaction.objectStore(IDBFS.DB_STORE_NAME);var index=store.index("timestamp");index.openKeyCursor().onsuccess=(function(event){var cursor=event.target.result;if(!cursor){return callback(null,{type:"remote",db:db,entries:entries})}entries[cursor.primaryKey]={timestamp:cursor.key};cursor.continue()})}catch(e){return callback(e)}}))}),loadLocalEntry:(function(path,callback){var stat,node;try{var lookup=FS.lookupPath(path);node=lookup.node;stat=FS.stat(path)}catch(e){return callback(e)}if(FS.isDir(stat.mode)){return callback(null,{timestamp:stat.mtime,mode:stat.mode})}else if(FS.isFile(stat.mode)){node.contents=MEMFS.getFileDataAsTypedArray(node);return callback(null,{timestamp:stat.mtime,mode:stat.mode,contents:node.contents})}else{return callback(new Error("node type not supported"))}}),storeLocalEntry:(function(path,entry,callback){try{if(FS.isDir(entry.mode)){FS.mkdir(path,entry.mode)}else if(FS.isFile(entry.mode)){FS.writeFile(path,entry.contents,{canOwn:true})}else{return callback(new Error("node type not supported"))}FS.chmod(path,entry.mode);FS.utime(path,entry.timestamp,entry.timestamp)}catch(e){return callback(e)}callback(null)}),removeLocalEntry:(function(path,callback){try{var lookup=FS.lookupPath(path);var stat=FS.stat(path);if(FS.isDir(stat.mode)){FS.rmdir(path)}else if(FS.isFile(stat.mode)){FS.unlink(path)}}catch(e){return callback(e)}callback(null)}),loadRemoteEntry:(function(store,path,callback){var req=store.get(path);req.onsuccess=(function(event){callback(null,event.target.result)});req.onerror=(function(e){callback(this.error);e.preventDefault()})}),storeRemoteEntry:(function(store,path,entry,callback){var req=store.put(entry,path);req.onsuccess=(function(){callback(null)});req.onerror=(function(e){callback(this.error);e.preventDefault()})}),removeRemoteEntry:(function(store,path,callback){var req=store.delete(path);req.onsuccess=(function(){callback(null)});req.onerror=(function(e){callback(this.error);e.preventDefault()})}),reconcile:(function(src,dst,callback){var total=0;var create=[];Object.keys(src.entries).forEach((function(key){var e=src.entries[key];var e2=dst.entries[key];if(!e2||e.timestamp>e2.timestamp){create.push(key);total++}}));var remove=[];Object.keys(dst.entries).forEach((function(key){var e=dst.entries[key];var e2=src.entries[key];if(!e2){remove.push(key);total++}}));if(!total){return callback(null)}var completed=0;var db=src.type==="remote"?src.db:dst.db;var transaction=db.transaction([IDBFS.DB_STORE_NAME],"readwrite");var store=transaction.objectStore(IDBFS.DB_STORE_NAME);function done(err){if(err){if(!done.errored){done.errored=true;return callback(err)}return}if(++completed>=total){return callback(null)}}transaction.onerror=(function(e){done(this.error);e.preventDefault()});create.sort().forEach((function(path){if(dst.type==="local"){IDBFS.loadRemoteEntry(store,path,(function(err,entry){if(err)return done(err);IDBFS.storeLocalEntry(path,entry,done)}))}else{IDBFS.loadLocalEntry(path,(function(err,entry){if(err)return done(err);IDBFS.storeRemoteEntry(store,path,entry,done)}))}}));remove.sort().reverse().forEach((function(path){if(dst.type==="local"){IDBFS.removeLocalEntry(path,done)}else{IDBFS.removeRemoteEntry(store,path,done)}}))})};var NODEFS={isWindows:false,staticInit:(function(){NODEFS.isWindows=!!process.platform.match(/^win/);var flags=process["binding"]("constants");if(flags["fs"]){flags=flags["fs"]}NODEFS.flagsForNodeMap={"1024":flags["O_APPEND"],"64":flags["O_CREAT"],"128":flags["O_EXCL"],"0":flags["O_RDONLY"],"2":flags["O_RDWR"],"4096":flags["O_SYNC"],"512":flags["O_TRUNC"],"1":flags["O_WRONLY"]}}),bufferFrom:(function(arrayBuffer){return Buffer.alloc?Buffer.from(arrayBuffer):new Buffer(arrayBuffer)}),mount:(function(mount){assert(ENVIRONMENT_IS_NODE);return NODEFS.createNode(null,"/",NODEFS.getMode(mount.opts.root),0)}),createNode:(function(parent,name,mode,dev){if(!FS.isDir(mode)&&!FS.isFile(mode)&&!FS.isLink(mode)){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}var node=FS.createNode(parent,name,mode);node.node_ops=NODEFS.node_ops;node.stream_ops=NODEFS.stream_ops;return node}),getMode:(function(path){var stat;try{stat=fs.lstatSync(path);if(NODEFS.isWindows){stat.mode=stat.mode|(stat.mode&292)>>2}}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}return stat.mode}),realPath:(function(node){var parts=[];while(node.parent!==node){parts.push(node.name);node=node.parent}parts.push(node.mount.opts.root);parts.reverse();return PATH.join.apply(null,parts)}),flagsForNode:(function(flags){flags&=~2097152;flags&=~2048;flags&=~32768;flags&=~524288;var newFlags=0;for(var k in NODEFS.flagsForNodeMap){if(flags&k){newFlags|=NODEFS.flagsForNodeMap[k];flags^=k}}if(!flags){return newFlags}else{throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}}),node_ops:{getattr:(function(node){var path=NODEFS.realPath(node);var stat;try{stat=fs.lstatSync(path)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}if(NODEFS.isWindows&&!stat.blksize){stat.blksize=4096}if(NODEFS.isWindows&&!stat.blocks){stat.blocks=(stat.size+stat.blksize-1)/stat.blksize|0}return{dev:stat.dev,ino:stat.ino,mode:stat.mode,nlink:stat.nlink,uid:stat.uid,gid:stat.gid,rdev:stat.rdev,size:stat.size,atime:stat.atime,mtime:stat.mtime,ctime:stat.ctime,blksize:stat.blksize,blocks:stat.blocks}}),setattr:(function(node,attr){var path=NODEFS.realPath(node);try{if(attr.mode!==undefined){fs.chmodSync(path,attr.mode);node.mode=attr.mode}if(attr.timestamp!==undefined){var date=new Date(attr.timestamp);fs.utimesSync(path,date,date)}if(attr.size!==undefined){fs.truncateSync(path,attr.size)}}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),lookup:(function(parent,name){var path=PATH.join2(NODEFS.realPath(parent),name);var mode=NODEFS.getMode(path);return NODEFS.createNode(parent,name,mode)}),mknod:(function(parent,name,mode,dev){var node=NODEFS.createNode(parent,name,mode,dev);var path=NODEFS.realPath(node);try{if(FS.isDir(node.mode)){fs.mkdirSync(path,node.mode)}else{fs.writeFileSync(path,"",{mode:node.mode})}}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}return node}),rename:(function(oldNode,newDir,newName){var oldPath=NODEFS.realPath(oldNode);var newPath=PATH.join2(NODEFS.realPath(newDir),newName);try{fs.renameSync(oldPath,newPath)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),unlink:(function(parent,name){var path=PATH.join2(NODEFS.realPath(parent),name);try{fs.unlinkSync(path)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),rmdir:(function(parent,name){var path=PATH.join2(NODEFS.realPath(parent),name);try{fs.rmdirSync(path)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),readdir:(function(node){var path=NODEFS.realPath(node);try{return fs.readdirSync(path)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),symlink:(function(parent,newName,oldPath){var newPath=PATH.join2(NODEFS.realPath(parent),newName);try{fs.symlinkSync(oldPath,newPath)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),readlink:(function(node){var path=NODEFS.realPath(node);try{path=fs.readlinkSync(path);path=NODEJS_PATH.relative(NODEJS_PATH.resolve(node.mount.opts.root),path);return path}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}})},stream_ops:{open:(function(stream){var path=NODEFS.realPath(stream.node);try{if(FS.isFile(stream.node.mode)){stream.nfd=fs.openSync(path,NODEFS.flagsForNode(stream.flags))}}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),close:(function(stream){try{if(FS.isFile(stream.node.mode)&&stream.nfd){fs.closeSync(stream.nfd)}}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),read:(function(stream,buffer,offset,length,position){if(length===0)return 0;try{return fs.readSync(stream.nfd,NODEFS.bufferFrom(buffer.buffer),offset,length,position)}catch(e){throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),write:(function(stream,buffer,offset,length,position){try{return fs.writeSync(stream.nfd,NODEFS.bufferFrom(buffer.buffer),offset,length,position)}catch(e){throw new FS.ErrnoError(ERRNO_CODES[e.code])}}),llseek:(function(stream,offset,whence){var position=offset;if(whence===1){position+=stream.position}else if(whence===2){if(FS.isFile(stream.node.mode)){try{var stat=fs.fstatSync(stream.nfd);position+=stat.size}catch(e){throw new FS.ErrnoError(ERRNO_CODES[e.code])}}}if(position<0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}return position})}};var WORKERFS={DIR_MODE:16895,FILE_MODE:33279,reader:null,mount:(function(mount){assert(ENVIRONMENT_IS_WORKER);if(!WORKERFS.reader)WORKERFS.reader=new FileReaderSync;var root=WORKERFS.createNode(null,"/",WORKERFS.DIR_MODE,0);var createdParents={};function ensureParent(path){var parts=path.split("/");var parent=root;for(var i=0;i<parts.length-1;i++){var curr=parts.slice(0,i+1).join("/");if(!createdParents[curr]){createdParents[curr]=WORKERFS.createNode(parent,parts[i],WORKERFS.DIR_MODE,0)}parent=createdParents[curr]}return parent}function base(path){var parts=path.split("/");return parts[parts.length-1]}Array.prototype.forEach.call(mount.opts["files"]||[],(function(file){WORKERFS.createNode(ensureParent(file.name),base(file.name),WORKERFS.FILE_MODE,0,file,file.lastModifiedDate)}));(mount.opts["blobs"]||[]).forEach((function(obj){WORKERFS.createNode(ensureParent(obj["name"]),base(obj["name"]),WORKERFS.FILE_MODE,0,obj["data"])}));(mount.opts["packages"]||[]).forEach((function(pack){pack["metadata"].files.forEach((function(file){var name=file.filename.substr(1);WORKERFS.createNode(ensureParent(name),base(name),WORKERFS.FILE_MODE,0,pack["blob"].slice(file.start,file.end))}))}));return root}),createNode:(function(parent,name,mode,dev,contents,mtime){var node=FS.createNode(parent,name,mode);node.mode=mode;node.node_ops=WORKERFS.node_ops;node.stream_ops=WORKERFS.stream_ops;node.timestamp=(mtime||new Date).getTime();assert(WORKERFS.FILE_MODE!==WORKERFS.DIR_MODE);if(mode===WORKERFS.FILE_MODE){node.size=contents.size;node.contents=contents}else{node.size=4096;node.contents={}}if(parent){parent.contents[name]=node}return node}),node_ops:{getattr:(function(node){return{dev:1,ino:undefined,mode:node.mode,nlink:1,uid:0,gid:0,rdev:undefined,size:node.size,atime:new Date(node.timestamp),mtime:new Date(node.timestamp),ctime:new Date(node.timestamp),blksize:4096,blocks:Math.ceil(node.size/4096)}}),setattr:(function(node,attr){if(attr.mode!==undefined){node.mode=attr.mode}if(attr.timestamp!==undefined){node.timestamp=attr.timestamp}}),lookup:(function(parent,name){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}),mknod:(function(parent,name,mode,dev){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}),rename:(function(oldNode,newDir,newName){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}),unlink:(function(parent,name){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}),rmdir:(function(parent,name){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}),readdir:(function(node){var entries=[".",".."];for(var key in node.contents){if(!node.contents.hasOwnProperty(key)){continue}entries.push(key)}return entries}),symlink:(function(parent,newName,oldPath){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}),readlink:(function(node){throw new FS.ErrnoError(ERRNO_CODES.EPERM)})},stream_ops:{read:(function(stream,buffer,offset,length,position){if(position>=stream.node.size)return 0;var chunk=stream.node.contents.slice(position,position+length);var ab=WORKERFS.reader.readAsArrayBuffer(chunk);buffer.set(new Uint8Array(ab),offset);return chunk.size}),write:(function(stream,buffer,offset,length,position){throw new FS.ErrnoError(ERRNO_CODES.EIO)}),llseek:(function(stream,offset,whence){var position=offset;if(whence===1){position+=stream.position}else if(whence===2){if(FS.isFile(stream.node.mode)){position+=stream.node.size}}if(position<0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}return position})}};STATICTOP+=16;STATICTOP+=16;STATICTOP+=16;var FS={root:null,mounts:[],devices:{},streams:[],nextInode:1,nameTable:null,currentPath:"/",initialized:false,ignorePermissions:true,trackingDelegate:{},tracking:{openFlags:{READ:1,WRITE:2}},ErrnoError:null,genericErrors:{},filesystems:null,syncFSRequests:0,handleFSError:(function(e){if(!(e instanceof FS.ErrnoError))throw e+" : "+stackTrace();return ___setErrNo(e.errno)}),lookupPath:(function(path,opts){path=PATH.resolve(FS.cwd(),path);opts=opts||{};if(!path)return{path:"",node:null};var defaults={follow_mount:true,recurse_count:0};for(var key in defaults){if(opts[key]===undefined){opts[key]=defaults[key]}}if(opts.recurse_count>8){throw new FS.ErrnoError(ERRNO_CODES.ELOOP)}var parts=PATH.normalizeArray(path.split("/").filter((function(p){return!!p})),false);var current=FS.root;var current_path="/";for(var i=0;i<parts.length;i++){var islast=i===parts.length-1;if(islast&&opts.parent){break}current=FS.lookupNode(current,parts[i]);current_path=PATH.join2(current_path,parts[i]);if(FS.isMountpoint(current)){if(!islast||islast&&opts.follow_mount){current=current.mounted.root}}if(!islast||opts.follow){var count=0;while(FS.isLink(current.mode)){var link=FS.readlink(current_path);current_path=PATH.resolve(PATH.dirname(current_path),link);var lookup=FS.lookupPath(current_path,{recurse_count:opts.recurse_count});current=lookup.node;if(count++>40){throw new FS.ErrnoError(ERRNO_CODES.ELOOP)}}}}return{path:current_path,node:current}}),getPath:(function(node){var path;while(true){if(FS.isRoot(node)){var mount=node.mount.mountpoint;if(!path)return mount;return mount[mount.length-1]!=="/"?mount+"/"+path:mount+path}path=path?node.name+"/"+path:node.name;node=node.parent}}),hashName:(function(parentid,name){var hash=0;for(var i=0;i<name.length;i++){hash=(hash<<5)-hash+name.charCodeAt(i)|0}return(parentid+hash>>>0)%FS.nameTable.length}),hashAddNode:(function(node){var hash=FS.hashName(node.parent.id,node.name);node.name_next=FS.nameTable[hash];FS.nameTable[hash]=node}),hashRemoveNode:(function(node){var hash=FS.hashName(node.parent.id,node.name);if(FS.nameTable[hash]===node){FS.nameTable[hash]=node.name_next}else{var current=FS.nameTable[hash];while(current){if(current.name_next===node){current.name_next=node.name_next;break}current=current.name_next}}}),lookupNode:(function(parent,name){var err=FS.mayLookup(parent);if(err){throw new FS.ErrnoError(err,parent)}var hash=FS.hashName(parent.id,name);for(var node=FS.nameTable[hash];node;node=node.name_next){var nodeName=node.name;if(node.parent.id===parent.id&&nodeName===name){return node}}return FS.lookup(parent,name)}),createNode:(function(parent,name,mode,rdev){if(!FS.FSNode){FS.FSNode=(function(parent,name,mode,rdev){if(!parent){parent=this}this.parent=parent;this.mount=parent.mount;this.mounted=null;this.id=FS.nextInode++;this.name=name;this.mode=mode;this.node_ops={};this.stream_ops={};this.rdev=rdev});FS.FSNode.prototype={};var readMode=292|73;var writeMode=146;Object.defineProperties(FS.FSNode.prototype,{read:{get:(function(){return(this.mode&readMode)===readMode}),set:(function(val){val?this.mode|=readMode:this.mode&=~readMode})},write:{get:(function(){return(this.mode&writeMode)===writeMode}),set:(function(val){val?this.mode|=writeMode:this.mode&=~writeMode})},isFolder:{get:(function(){return FS.isDir(this.mode)})},isDevice:{get:(function(){return FS.isChrdev(this.mode)})}})}var node=new FS.FSNode(parent,name,mode,rdev);FS.hashAddNode(node);return node}),destroyNode:(function(node){FS.hashRemoveNode(node)}),isRoot:(function(node){return node===node.parent}),isMountpoint:(function(node){return!!node.mounted}),isFile:(function(mode){return(mode&61440)===32768}),isDir:(function(mode){return(mode&61440)===16384}),isLink:(function(mode){return(mode&61440)===40960}),isChrdev:(function(mode){return(mode&61440)===8192}),isBlkdev:(function(mode){return(mode&61440)===24576}),isFIFO:(function(mode){return(mode&61440)===4096}),isSocket:(function(mode){return(mode&49152)===49152}),flagModes:{"r":0,"rs":1052672,"r+":2,"w":577,"wx":705,"xw":705,"w+":578,"wx+":706,"xw+":706,"a":1089,"ax":1217,"xa":1217,"a+":1090,"ax+":1218,"xa+":1218},modeStringToFlags:(function(str){var flags=FS.flagModes[str];if(typeof flags==="undefined"){throw new Error("Unknown file open mode: "+str)}return flags}),flagsToPermissionString:(function(flag){var perms=["r","w","rw"][flag&3];if(flag&512){perms+="w"}return perms}),nodePermissions:(function(node,perms){if(FS.ignorePermissions){return 0}if(perms.indexOf("r")!==-1&&!(node.mode&292)){return ERRNO_CODES.EACCES}else if(perms.indexOf("w")!==-1&&!(node.mode&146)){return ERRNO_CODES.EACCES}else if(perms.indexOf("x")!==-1&&!(node.mode&73)){return ERRNO_CODES.EACCES}return 0}),mayLookup:(function(dir){var err=FS.nodePermissions(dir,"x");if(err)return err;if(!dir.node_ops.lookup)return ERRNO_CODES.EACCES;return 0}),mayCreate:(function(dir,name){try{var node=FS.lookupNode(dir,name);return ERRNO_CODES.EEXIST}catch(e){}return FS.nodePermissions(dir,"wx")}),mayDelete:(function(dir,name,isdir){var node;try{node=FS.lookupNode(dir,name)}catch(e){return e.errno}var err=FS.nodePermissions(dir,"wx");if(err){return err}if(isdir){if(!FS.isDir(node.mode)){return ERRNO_CODES.ENOTDIR}if(FS.isRoot(node)||FS.getPath(node)===FS.cwd()){return ERRNO_CODES.EBUSY}}else{if(FS.isDir(node.mode)){return ERRNO_CODES.EISDIR}}return 0}),mayOpen:(function(node,flags){if(!node){return ERRNO_CODES.ENOENT}if(FS.isLink(node.mode)){return ERRNO_CODES.ELOOP}else if(FS.isDir(node.mode)){if(FS.flagsToPermissionString(flags)!=="r"||flags&512){return ERRNO_CODES.EISDIR}}return FS.nodePermissions(node,FS.flagsToPermissionString(flags))}),MAX_OPEN_FDS:4096,nextfd:(function(fd_start,fd_end){fd_start=fd_start||0;fd_end=fd_end||FS.MAX_OPEN_FDS;for(var fd=fd_start;fd<=fd_end;fd++){if(!FS.streams[fd]){return fd}}throw new FS.ErrnoError(ERRNO_CODES.EMFILE)}),getStream:(function(fd){return FS.streams[fd]}),createStream:(function(stream,fd_start,fd_end){if(!FS.FSStream){FS.FSStream=(function(){});FS.FSStream.prototype={};Object.defineProperties(FS.FSStream.prototype,{object:{get:(function(){return this.node}),set:(function(val){this.node=val})},isRead:{get:(function(){return(this.flags&2097155)!==1})},isWrite:{get:(function(){return(this.flags&2097155)!==0})},isAppend:{get:(function(){return this.flags&1024})}})}var newStream=new FS.FSStream;for(var p in stream){newStream[p]=stream[p]}stream=newStream;var fd=FS.nextfd(fd_start,fd_end);stream.fd=fd;FS.streams[fd]=stream;return stream}),closeStream:(function(fd){FS.streams[fd]=null}),chrdev_stream_ops:{open:(function(stream){var device=FS.getDevice(stream.node.rdev);stream.stream_ops=device.stream_ops;if(stream.stream_ops.open){stream.stream_ops.open(stream)}}),llseek:(function(){throw new FS.ErrnoError(ERRNO_CODES.ESPIPE)})},major:(function(dev){return dev>>8}),minor:(function(dev){return dev&255}),makedev:(function(ma,mi){return ma<<8|mi}),registerDevice:(function(dev,ops){FS.devices[dev]={stream_ops:ops}}),getDevice:(function(dev){return FS.devices[dev]}),getMounts:(function(mount){var mounts=[];var check=[mount];while(check.length){var m=check.pop();mounts.push(m);check.push.apply(check,m.mounts)}return mounts}),syncfs:(function(populate,callback){if(typeof populate==="function"){callback=populate;populate=false}FS.syncFSRequests++;if(FS.syncFSRequests>1){console.log("warning: "+FS.syncFSRequests+" FS.syncfs operations in flight at once, probably just doing extra work")}var mounts=FS.getMounts(FS.root.mount);var completed=0;function doCallback(err){assert(FS.syncFSRequests>0);FS.syncFSRequests--;return callback(err)}function done(err){if(err){if(!done.errored){done.errored=true;return doCallback(err)}return}if(++completed>=mounts.length){doCallback(null)}}mounts.forEach((function(mount){if(!mount.type.syncfs){return done(null)}mount.type.syncfs(mount,populate,done)}))}),mount:(function(type,opts,mountpoint){var root=mountpoint==="/";var pseudo=!mountpoint;var node;if(root&&FS.root){throw new FS.ErrnoError(ERRNO_CODES.EBUSY)}else if(!root&&!pseudo){var lookup=FS.lookupPath(mountpoint,{follow_mount:false});mountpoint=lookup.path;node=lookup.node;if(FS.isMountpoint(node)){throw new FS.ErrnoError(ERRNO_CODES.EBUSY)}if(!FS.isDir(node.mode)){throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR)}}var mount={type:type,opts:opts,mountpoint:mountpoint,mounts:[]};var mountRoot=type.mount(mount);mountRoot.mount=mount;mount.root=mountRoot;if(root){FS.root=mountRoot}else if(node){node.mounted=mount;if(node.mount){node.mount.mounts.push(mount)}}return mountRoot}),unmount:(function(mountpoint){var lookup=FS.lookupPath(mountpoint,{follow_mount:false});if(!FS.isMountpoint(lookup.node)){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}var node=lookup.node;var mount=node.mounted;var mounts=FS.getMounts(mount);Object.keys(FS.nameTable).forEach((function(hash){var current=FS.nameTable[hash];while(current){var next=current.name_next;if(mounts.indexOf(current.mount)!==-1){FS.destroyNode(current)}current=next}}));node.mounted=null;var idx=node.mount.mounts.indexOf(mount);assert(idx!==-1);node.mount.mounts.splice(idx,1)}),lookup:(function(parent,name){return parent.node_ops.lookup(parent,name)}),mknod:(function(path,mode,dev){var lookup=FS.lookupPath(path,{parent:true});var parent=lookup.node;var name=PATH.basename(path);if(!name||name==="."||name===".."){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}var err=FS.mayCreate(parent,name);if(err){throw new FS.ErrnoError(err)}if(!parent.node_ops.mknod){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}return parent.node_ops.mknod(parent,name,mode,dev)}),create:(function(path,mode){mode=mode!==undefined?mode:438;mode&=4095;mode|=32768;return FS.mknod(path,mode,0)}),mkdir:(function(path,mode){mode=mode!==undefined?mode:511;mode&=511|512;mode|=16384;return FS.mknod(path,mode,0)}),mkdirTree:(function(path,mode){var dirs=path.split("/");var d="";for(var i=0;i<dirs.length;++i){if(!dirs[i])continue;d+="/"+dirs[i];try{FS.mkdir(d,mode)}catch(e){if(e.errno!=ERRNO_CODES.EEXIST)throw e}}}),mkdev:(function(path,mode,dev){if(typeof dev==="undefined"){dev=mode;mode=438}mode|=8192;return FS.mknod(path,mode,dev)}),symlink:(function(oldpath,newpath){if(!PATH.resolve(oldpath)){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}var lookup=FS.lookupPath(newpath,{parent:true});var parent=lookup.node;if(!parent){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}var newname=PATH.basename(newpath);var err=FS.mayCreate(parent,newname);if(err){throw new FS.ErrnoError(err)}if(!parent.node_ops.symlink){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}return parent.node_ops.symlink(parent,newname,oldpath)}),rename:(function(old_path,new_path){var old_dirname=PATH.dirname(old_path);var new_dirname=PATH.dirname(new_path);var old_name=PATH.basename(old_path);var new_name=PATH.basename(new_path);var lookup,old_dir,new_dir;try{lookup=FS.lookupPath(old_path,{parent:true});old_dir=lookup.node;lookup=FS.lookupPath(new_path,{parent:true});new_dir=lookup.node}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EBUSY)}if(!old_dir||!new_dir)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);if(old_dir.mount!==new_dir.mount){throw new FS.ErrnoError(ERRNO_CODES.EXDEV)}var old_node=FS.lookupNode(old_dir,old_name);var relative=PATH.relative(old_path,new_dirname);if(relative.charAt(0)!=="."){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}relative=PATH.relative(new_path,old_dirname);if(relative.charAt(0)!=="."){throw new FS.ErrnoError(ERRNO_CODES.ENOTEMPTY)}var new_node;try{new_node=FS.lookupNode(new_dir,new_name)}catch(e){}if(old_node===new_node){return}var isdir=FS.isDir(old_node.mode);var err=FS.mayDelete(old_dir,old_name,isdir);if(err){throw new FS.ErrnoError(err)}err=new_node?FS.mayDelete(new_dir,new_name,isdir):FS.mayCreate(new_dir,new_name);if(err){throw new FS.ErrnoError(err)}if(!old_dir.node_ops.rename){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}if(FS.isMountpoint(old_node)||new_node&&FS.isMountpoint(new_node)){throw new FS.ErrnoError(ERRNO_CODES.EBUSY)}if(new_dir!==old_dir){err=FS.nodePermissions(old_dir,"w");if(err){throw new FS.ErrnoError(err)}}try{if(FS.trackingDelegate["willMovePath"]){FS.trackingDelegate["willMovePath"](old_path,new_path)}}catch(e){console.log("FS.trackingDelegate['willMovePath']('"+old_path+"', '"+new_path+"') threw an exception: "+e.message)}FS.hashRemoveNode(old_node);try{old_dir.node_ops.rename(old_node,new_dir,new_name)}catch(e){throw e}finally{FS.hashAddNode(old_node)}try{if(FS.trackingDelegate["onMovePath"])FS.trackingDelegate["onMovePath"](old_path,new_path)}catch(e){console.log("FS.trackingDelegate['onMovePath']('"+old_path+"', '"+new_path+"') threw an exception: "+e.message)}}),rmdir:(function(path){var lookup=FS.lookupPath(path,{parent:true});var parent=lookup.node;var name=PATH.basename(path);var node=FS.lookupNode(parent,name);var err=FS.mayDelete(parent,name,true);if(err){throw new FS.ErrnoError(err)}if(!parent.node_ops.rmdir){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}if(FS.isMountpoint(node)){throw new FS.ErrnoError(ERRNO_CODES.EBUSY)}try{if(FS.trackingDelegate["willDeletePath"]){FS.trackingDelegate["willDeletePath"](path)}}catch(e){console.log("FS.trackingDelegate['willDeletePath']('"+path+"') threw an exception: "+e.message)}parent.node_ops.rmdir(parent,name);FS.destroyNode(node);try{if(FS.trackingDelegate["onDeletePath"])FS.trackingDelegate["onDeletePath"](path)}catch(e){console.log("FS.trackingDelegate['onDeletePath']('"+path+"') threw an exception: "+e.message)}}),readdir:(function(path){var lookup=FS.lookupPath(path,{follow:true});var node=lookup.node;if(!node.node_ops.readdir){throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR)}return node.node_ops.readdir(node)}),unlink:(function(path){var lookup=FS.lookupPath(path,{parent:true});var parent=lookup.node;var name=PATH.basename(path);var node=FS.lookupNode(parent,name);var err=FS.mayDelete(parent,name,false);if(err){throw new FS.ErrnoError(err)}if(!parent.node_ops.unlink){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}if(FS.isMountpoint(node)){throw new FS.ErrnoError(ERRNO_CODES.EBUSY)}try{if(FS.trackingDelegate["willDeletePath"]){FS.trackingDelegate["willDeletePath"](path)}}catch(e){console.log("FS.trackingDelegate['willDeletePath']('"+path+"') threw an exception: "+e.message)}parent.node_ops.unlink(parent,name);FS.destroyNode(node);try{if(FS.trackingDelegate["onDeletePath"])FS.trackingDelegate["onDeletePath"](path)}catch(e){console.log("FS.trackingDelegate['onDeletePath']('"+path+"') threw an exception: "+e.message)}}),readlink:(function(path){var lookup=FS.lookupPath(path);var link=lookup.node;if(!link){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}if(!link.node_ops.readlink){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}return PATH.resolve(FS.getPath(link.parent),link.node_ops.readlink(link))}),stat:(function(path,dontFollow){var lookup=FS.lookupPath(path,{follow:!dontFollow});var node=lookup.node;if(!node){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}if(!node.node_ops.getattr){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}return node.node_ops.getattr(node)}),lstat:(function(path){return FS.stat(path,true)}),chmod:(function(path,mode,dontFollow){var node;if(typeof path==="string"){var lookup=FS.lookupPath(path,{follow:!dontFollow});node=lookup.node}else{node=path}if(!node.node_ops.setattr){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}node.node_ops.setattr(node,{mode:mode&4095|node.mode&~4095,timestamp:Date.now()})}),lchmod:(function(path,mode){FS.chmod(path,mode,true)}),fchmod:(function(fd,mode){var stream=FS.getStream(fd);if(!stream){throw new FS.ErrnoError(ERRNO_CODES.EBADF)}FS.chmod(stream.node,mode)}),chown:(function(path,uid,gid,dontFollow){var node;if(typeof path==="string"){var lookup=FS.lookupPath(path,{follow:!dontFollow});node=lookup.node}else{node=path}if(!node.node_ops.setattr){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}node.node_ops.setattr(node,{timestamp:Date.now()})}),lchown:(function(path,uid,gid){FS.chown(path,uid,gid,true)}),fchown:(function(fd,uid,gid){var stream=FS.getStream(fd);if(!stream){throw new FS.ErrnoError(ERRNO_CODES.EBADF)}FS.chown(stream.node,uid,gid)}),truncate:(function(path,len){if(len<0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}var node;if(typeof path==="string"){var lookup=FS.lookupPath(path,{follow:true});node=lookup.node}else{node=path}if(!node.node_ops.setattr){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}if(FS.isDir(node.mode)){throw new FS.ErrnoError(ERRNO_CODES.EISDIR)}if(!FS.isFile(node.mode)){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}var err=FS.nodePermissions(node,"w");if(err){throw new FS.ErrnoError(err)}node.node_ops.setattr(node,{size:len,timestamp:Date.now()})}),ftruncate:(function(fd,len){var stream=FS.getStream(fd);if(!stream){throw new FS.ErrnoError(ERRNO_CODES.EBADF)}if((stream.flags&2097155)===0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}FS.truncate(stream.node,len)}),utime:(function(path,atime,mtime){var lookup=FS.lookupPath(path,{follow:true});var node=lookup.node;node.node_ops.setattr(node,{timestamp:Math.max(atime,mtime)})}),open:(function(path,flags,mode,fd_start,fd_end){if(path===""){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}flags=typeof flags==="string"?FS.modeStringToFlags(flags):flags;mode=typeof mode==="undefined"?438:mode;if(flags&64){mode=mode&4095|32768}else{mode=0}var node;if(typeof path==="object"){node=path}else{path=PATH.normalize(path);try{var lookup=FS.lookupPath(path,{follow:!(flags&131072)});node=lookup.node}catch(e){}}var created=false;if(flags&64){if(node){if(flags&128){throw new FS.ErrnoError(ERRNO_CODES.EEXIST)}}else{node=FS.mknod(path,mode,0);created=true}}if(!node){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}if(FS.isChrdev(node.mode)){flags&=~512}if(flags&65536&&!FS.isDir(node.mode)){throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR)}if(!created){var err=FS.mayOpen(node,flags);if(err){throw new FS.ErrnoError(err)}}if(flags&512){FS.truncate(node,0)}flags&=~(128|512);var stream=FS.createStream({node:node,path:FS.getPath(node),flags:flags,seekable:true,position:0,stream_ops:node.stream_ops,ungotten:[],error:false},fd_start,fd_end);if(stream.stream_ops.open){stream.stream_ops.open(stream)}if(Module["logReadFiles"]&&!(flags&1)){if(!FS.readFiles)FS.readFiles={};if(!(path in FS.readFiles)){FS.readFiles[path]=1;Module["printErr"]("read file: "+path)}}try{if(FS.trackingDelegate["onOpenFile"]){var trackingFlags=0;if((flags&2097155)!==1){trackingFlags|=FS.tracking.openFlags.READ}if((flags&2097155)!==0){trackingFlags|=FS.tracking.openFlags.WRITE}FS.trackingDelegate["onOpenFile"](path,trackingFlags)}}catch(e){console.log("FS.trackingDelegate['onOpenFile']('"+path+"', flags) threw an exception: "+e.message)}return stream}),close:(function(stream){if(stream.getdents)stream.getdents=null;try{if(stream.stream_ops.close){stream.stream_ops.close(stream)}}catch(e){throw e}finally{FS.closeStream(stream.fd)}}),llseek:(function(stream,offset,whence){if(!stream.seekable||!stream.stream_ops.llseek){throw new FS.ErrnoError(ERRNO_CODES.ESPIPE)}stream.position=stream.stream_ops.llseek(stream,offset,whence);stream.ungotten=[];return stream.position}),read:(function(stream,buffer,offset,length,position){if(length<0||position<0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}if((stream.flags&2097155)===1){throw new FS.ErrnoError(ERRNO_CODES.EBADF)}if(FS.isDir(stream.node.mode)){throw new FS.ErrnoError(ERRNO_CODES.EISDIR)}if(!stream.stream_ops.read){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}var seeking=typeof position!=="undefined";if(!seeking){position=stream.position}else if(!stream.seekable){throw new FS.ErrnoError(ERRNO_CODES.ESPIPE)}var bytesRead=stream.stream_ops.read(stream,buffer,offset,length,position);if(!seeking)stream.position+=bytesRead;return bytesRead}),write:(function(stream,buffer,offset,length,position,canOwn){if(length<0||position<0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}if((stream.flags&2097155)===0){throw new FS.ErrnoError(ERRNO_CODES.EBADF)}if(FS.isDir(stream.node.mode)){throw new FS.ErrnoError(ERRNO_CODES.EISDIR)}if(!stream.stream_ops.write){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}if(stream.flags&1024){FS.llseek(stream,0,2)}var seeking=typeof position!=="undefined";if(!seeking){position=stream.position}else if(!stream.seekable){throw new FS.ErrnoError(ERRNO_CODES.ESPIPE)}var bytesWritten=stream.stream_ops.write(stream,buffer,offset,length,position,canOwn);if(!seeking)stream.position+=bytesWritten;try{if(stream.path&&FS.trackingDelegate["onWriteToFile"])FS.trackingDelegate["onWriteToFile"](stream.path)}catch(e){console.log("FS.trackingDelegate['onWriteToFile']('"+path+"') threw an exception: "+e.message)}return bytesWritten}),allocate:(function(stream,offset,length){if(offset<0||length<=0){throw new FS.ErrnoError(ERRNO_CODES.EINVAL)}if((stream.flags&2097155)===0){throw new FS.ErrnoError(ERRNO_CODES.EBADF)}if(!FS.isFile(stream.node.mode)&&!FS.isDir(stream.node.mode)){throw new FS.ErrnoError(ERRNO_CODES.ENODEV)}if(!stream.stream_ops.allocate){throw new FS.ErrnoError(ERRNO_CODES.EOPNOTSUPP)}stream.stream_ops.allocate(stream,offset,length)}),mmap:(function(stream,buffer,offset,length,position,prot,flags){if((stream.flags&2097155)===1){throw new FS.ErrnoError(ERRNO_CODES.EACCES)}if(!stream.stream_ops.mmap){throw new FS.ErrnoError(ERRNO_CODES.ENODEV)}return stream.stream_ops.mmap(stream,buffer,offset,length,position,prot,flags)}),msync:(function(stream,buffer,offset,length,mmapFlags){if(!stream||!stream.stream_ops.msync){return 0}return stream.stream_ops.msync(stream,buffer,offset,length,mmapFlags)}),munmap:(function(stream){return 0}),ioctl:(function(stream,cmd,arg){if(!stream.stream_ops.ioctl){throw new FS.ErrnoError(ERRNO_CODES.ENOTTY)}return stream.stream_ops.ioctl(stream,cmd,arg)}),readFile:(function(path,opts){opts=opts||{};opts.flags=opts.flags||"r";opts.encoding=opts.encoding||"binary";if(opts.encoding!=="utf8"&&opts.encoding!=="binary"){throw new Error('Invalid encoding type "'+opts.encoding+'"')}var ret;var stream=FS.open(path,opts.flags);var stat=FS.stat(path);var length=stat.size;var buf=new Uint8Array(length);FS.read(stream,buf,0,length,0);if(opts.encoding==="utf8"){ret=UTF8ArrayToString(buf,0)}else if(opts.encoding==="binary"){ret=buf}FS.close(stream);return ret}),writeFile:(function(path,data,opts){opts=opts||{};opts.flags=opts.flags||"w";var stream=FS.open(path,opts.flags,opts.mode);if(typeof data==="string"){var buf=new Uint8Array(lengthBytesUTF8(data)+1);var actualNumBytes=stringToUTF8Array(data,buf,0,buf.length);FS.write(stream,buf,0,actualNumBytes,undefined,opts.canOwn)}else if(ArrayBuffer.isView(data)){FS.write(stream,data,0,data.byteLength,undefined,opts.canOwn)}else{throw new Error("Unsupported data type")}FS.close(stream)}),cwd:(function(){return FS.currentPath}),chdir:(function(path){var lookup=FS.lookupPath(path,{follow:true});if(lookup.node===null){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)}if(!FS.isDir(lookup.node.mode)){throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR)}var err=FS.nodePermissions(lookup.node,"x");if(err){throw new FS.ErrnoError(err)}FS.currentPath=lookup.path}),createDefaultDirectories:(function(){FS.mkdir("/tmp");FS.mkdir("/home");FS.mkdir("/home/web_user")}),createDefaultDevices:(function(){FS.mkdir("/dev");FS.registerDevice(FS.makedev(1,3),{read:(function(){return 0}),write:(function(stream,buffer,offset,length,pos){return length})});FS.mkdev("/dev/null",FS.makedev(1,3));TTY.register(FS.makedev(5,0),TTY.default_tty_ops);TTY.register(FS.makedev(6,0),TTY.default_tty1_ops);FS.mkdev("/dev/tty",FS.makedev(5,0));FS.mkdev("/dev/tty1",FS.makedev(6,0));var random_device;if(typeof crypto!=="undefined"){var randomBuffer=new Uint8Array(1);random_device=(function(){crypto.getRandomValues(randomBuffer);return randomBuffer[0]})}else if(ENVIRONMENT_IS_NODE){random_device=(function(){return require("crypto")["randomBytes"](1)[0]})}else{random_device=(function(){return Math.random()*256|0})}FS.createDevice("/dev","random",random_device);FS.createDevice("/dev","urandom",random_device);FS.mkdir("/dev/shm");FS.mkdir("/dev/shm/tmp")}),createSpecialDirectories:(function(){FS.mkdir("/proc");FS.mkdir("/proc/self");FS.mkdir("/proc/self/fd");FS.mount({mount:(function(){var node=FS.createNode("/proc/self","fd",16384|511,73);node.node_ops={lookup:(function(parent,name){var fd=+name;var stream=FS.getStream(fd);if(!stream)throw new FS.ErrnoError(ERRNO_CODES.EBADF);var ret={parent:null,mount:{mountpoint:"fake"},node_ops:{readlink:(function(){return stream.path})}};ret.parent=ret;return ret})};return node})},{},"/proc/self/fd")}),createStandardStreams:(function(){if(Module["stdin"]){FS.createDevice("/dev","stdin",Module["stdin"])}else{FS.symlink("/dev/tty","/dev/stdin")}if(Module["stdout"]){FS.createDevice("/dev","stdout",null,Module["stdout"])}else{FS.symlink("/dev/tty","/dev/stdout")}if(Module["stderr"]){FS.createDevice("/dev","stderr",null,Module["stderr"])}else{FS.symlink("/dev/tty1","/dev/stderr")}var stdin=FS.open("/dev/stdin","r");assert(stdin.fd===0,"invalid handle for stdin ("+stdin.fd+")");var stdout=FS.open("/dev/stdout","w");assert(stdout.fd===1,"invalid handle for stdout ("+stdout.fd+")");var stderr=FS.open("/dev/stderr","w");assert(stderr.fd===2,"invalid handle for stderr ("+stderr.fd+")")}),ensureErrnoError:(function(){if(FS.ErrnoError)return;FS.ErrnoError=function ErrnoError(errno,node){this.node=node;this.setErrno=(function(errno){this.errno=errno;for(var key in ERRNO_CODES){if(ERRNO_CODES[key]===errno){this.code=key;break}}});this.setErrno(errno);this.message=ERRNO_MESSAGES[errno];if(this.stack)Object.defineProperty(this,"stack",{value:(new Error).stack,writable:true})};FS.ErrnoError.prototype=new Error;FS.ErrnoError.prototype.constructor=FS.ErrnoError;[ERRNO_CODES.ENOENT].forEach((function(code){FS.genericErrors[code]=new FS.ErrnoError(code);FS.genericErrors[code].stack="<generic error, no stack>"}))}),staticInit:(function(){FS.ensureErrnoError();FS.nameTable=new Array(4096);FS.mount(MEMFS,{},"/");FS.createDefaultDirectories();FS.createDefaultDevices();FS.createSpecialDirectories();FS.filesystems={"MEMFS":MEMFS,"IDBFS":IDBFS,"NODEFS":NODEFS,"WORKERFS":WORKERFS}}),init:(function(input,output,error){assert(!FS.init.initialized,"FS.init was previously called. If you want to initialize later with custom parameters, remove any earlier calls (note that one is automatically added to the generated code)");FS.init.initialized=true;FS.ensureErrnoError();Module["stdin"]=input||Module["stdin"];Module["stdout"]=output||Module["stdout"];Module["stderr"]=error||Module["stderr"];FS.createStandardStreams()}),quit:(function(){FS.init.initialized=false;var fflush=Module["_fflush"];if(fflush)fflush(0);for(var i=0;i<FS.streams.length;i++){var stream=FS.streams[i];if(!stream){continue}FS.close(stream)}}),getMode:(function(canRead,canWrite){var mode=0;if(canRead)mode|=292|73;if(canWrite)mode|=146;return mode}),joinPath:(function(parts,forceRelative){var path=PATH.join.apply(null,parts);if(forceRelative&&path[0]=="/")path=path.substr(1);return path}),absolutePath:(function(relative,base){return PATH.resolve(base,relative)}),standardizePath:(function(path){return PATH.normalize(path)}),findObject:(function(path,dontResolveLastLink){var ret=FS.analyzePath(path,dontResolveLastLink);if(ret.exists){return ret.object}else{___setErrNo(ret.error);return null}}),analyzePath:(function(path,dontResolveLastLink){try{var lookup=FS.lookupPath(path,{follow:!dontResolveLastLink});path=lookup.path}catch(e){}var ret={isRoot:false,exists:false,error:0,name:null,path:null,object:null,parentExists:false,parentPath:null,parentObject:null};try{var lookup=FS.lookupPath(path,{parent:true});ret.parentExists=true;ret.parentPath=lookup.path;ret.parentObject=lookup.node;ret.name=PATH.basename(path);lookup=FS.lookupPath(path,{follow:!dontResolveLastLink});ret.exists=true;ret.path=lookup.path;ret.object=lookup.node;ret.name=lookup.node.name;ret.isRoot=lookup.path==="/"}catch(e){ret.error=e.errno}return ret}),createFolder:(function(parent,name,canRead,canWrite){var path=PATH.join2(typeof parent==="string"?parent:FS.getPath(parent),name);var mode=FS.getMode(canRead,canWrite);return FS.mkdir(path,mode)}),createPath:(function(parent,path,canRead,canWrite){parent=typeof parent==="string"?parent:FS.getPath(parent);var parts=path.split("/").reverse();while(parts.length){var part=parts.pop();if(!part)continue;var current=PATH.join2(parent,part);try{FS.mkdir(current)}catch(e){}parent=current}return current}),createFile:(function(parent,name,properties,canRead,canWrite){var path=PATH.join2(typeof parent==="string"?parent:FS.getPath(parent),name);var mode=FS.getMode(canRead,canWrite);return FS.create(path,mode)}),createDataFile:(function(parent,name,data,canRead,canWrite,canOwn){var path=name?PATH.join2(typeof parent==="string"?parent:FS.getPath(parent),name):parent;var mode=FS.getMode(canRead,canWrite);var node=FS.create(path,mode);if(data){if(typeof data==="string"){var arr=new Array(data.length);for(var i=0,len=data.length;i<len;++i)arr[i]=data.charCodeAt(i);data=arr}FS.chmod(node,mode|146);var stream=FS.open(node,"w");FS.write(stream,data,0,data.length,0,canOwn);FS.close(stream);FS.chmod(node,mode)}return node}),createDevice:(function(parent,name,input,output){var path=PATH.join2(typeof parent==="string"?parent:FS.getPath(parent),name);var mode=FS.getMode(!!input,!!output);if(!FS.createDevice.major)FS.createDevice.major=64;var dev=FS.makedev(FS.createDevice.major++,0);FS.registerDevice(dev,{open:(function(stream){stream.seekable=false}),close:(function(stream){if(output&&output.buffer&&output.buffer.length){output(10)}}),read:(function(stream,buffer,offset,length,pos){var bytesRead=0;for(var i=0;i<length;i++){var result;try{result=input()}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EIO)}if(result===undefined&&bytesRead===0){throw new FS.ErrnoError(ERRNO_CODES.EAGAIN)}if(result===null||result===undefined)break;bytesRead++;buffer[offset+i]=result}if(bytesRead){stream.node.timestamp=Date.now()}return bytesRead}),write:(function(stream,buffer,offset,length,pos){for(var i=0;i<length;i++){try{output(buffer[offset+i])}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EIO)}}if(length){stream.node.timestamp=Date.now()}return i})});return FS.mkdev(path,mode,dev)}),createLink:(function(parent,name,target,canRead,canWrite){var path=PATH.join2(typeof parent==="string"?parent:FS.getPath(parent),name);return FS.symlink(target,path)}),forceLoadFile:(function(obj){if(obj.isDevice||obj.isFolder||obj.link||obj.contents)return true;var success=true;if(typeof XMLHttpRequest!=="undefined"){throw new Error("Lazy loading should have been performed (contents set) in createLazyFile, but it was not. Lazy loading only works in web workers. Use --embed-file or --preload-file in emcc on the main thread.")}else if(Module["read"]){try{obj.contents=intArrayFromString(Module["read"](obj.url),true);obj.usedBytes=obj.contents.length}catch(e){success=false}}else{throw new Error("Cannot load without read() or XMLHttpRequest.")}if(!success)___setErrNo(ERRNO_CODES.EIO);return success}),createLazyFile:(function(parent,name,url,canRead,canWrite){function LazyUint8Array(){this.lengthKnown=false;this.chunks=[]}LazyUint8Array.prototype.get=function LazyUint8Array_get(idx){if(idx>this.length-1||idx<0){return undefined}var chunkOffset=idx%this.chunkSize;var chunkNum=idx/this.chunkSize|0;return this.getter(chunkNum)[chunkOffset]};LazyUint8Array.prototype.setDataGetter=function LazyUint8Array_setDataGetter(getter){this.getter=getter};LazyUint8Array.prototype.cacheLength=function LazyUint8Array_cacheLength(){var xhr=new XMLHttpRequest;xhr.open("HEAD",url,false);xhr.send(null);if(!(xhr.status>=200&&xhr.status<300||xhr.status===304))throw new Error("Couldn't load "+url+". Status: "+xhr.status);var datalength=Number(xhr.getResponseHeader("Content-length"));var header;var hasByteServing=(header=xhr.getResponseHeader("Accept-Ranges"))&&header==="bytes";var usesGzip=(header=xhr.getResponseHeader("Content-Encoding"))&&header==="gzip";var chunkSize=1024*1024;if(!hasByteServing)chunkSize=datalength;var doXHR=(function(from,to){if(from>to)throw new Error("invalid range ("+from+", "+to+") or no bytes requested!");if(to>datalength-1)throw new Error("only "+datalength+" bytes available! programmer error!");var xhr=new XMLHttpRequest;xhr.open("GET",url,false);if(datalength!==chunkSize)xhr.setRequestHeader("Range","bytes="+from+"-"+to);if(typeof Uint8Array!="undefined")xhr.responseType="arraybuffer";if(xhr.overrideMimeType){xhr.overrideMimeType("text/plain; charset=x-user-defined")}xhr.send(null);if(!(xhr.status>=200&&xhr.status<300||xhr.status===304))throw new Error("Couldn't load "+url+". Status: "+xhr.status);if(xhr.response!==undefined){return new Uint8Array(xhr.response||[])}else{return intArrayFromString(xhr.responseText||"",true)}});var lazyArray=this;lazyArray.setDataGetter((function(chunkNum){var start=chunkNum*chunkSize;var end=(chunkNum+1)*chunkSize-1;end=Math.min(end,datalength-1);if(typeof lazyArray.chunks[chunkNum]==="undefined"){lazyArray.chunks[chunkNum]=doXHR(start,end)}if(typeof lazyArray.chunks[chunkNum]==="undefined")throw new Error("doXHR failed!");return lazyArray.chunks[chunkNum]}));if(usesGzip||!datalength){chunkSize=datalength=1;datalength=this.getter(0).length;chunkSize=datalength;console.log("LazyFiles on gzip forces download of the whole file when length is accessed")}this._length=datalength;this._chunkSize=chunkSize;this.lengthKnown=true};if(typeof XMLHttpRequest!=="undefined"){if(!ENVIRONMENT_IS_WORKER)throw"Cannot do synchronous binary XHRs outside webworkers in modern browsers. Use --embed-file or --preload-file in emcc";var lazyArray=new LazyUint8Array;Object.defineProperties(lazyArray,{length:{get:(function(){if(!this.lengthKnown){this.cacheLength()}return this._length})},chunkSize:{get:(function(){if(!this.lengthKnown){this.cacheLength()}return this._chunkSize})}});var properties={isDevice:false,contents:lazyArray}}else{var properties={isDevice:false,url:url}}var node=FS.createFile(parent,name,properties,canRead,canWrite);if(properties.contents){node.contents=properties.contents}else if(properties.url){node.contents=null;node.url=properties.url}Object.defineProperties(node,{usedBytes:{get:(function(){return this.contents.length})}});var stream_ops={};var keys=Object.keys(node.stream_ops);keys.forEach((function(key){var fn=node.stream_ops[key];stream_ops[key]=function forceLoadLazyFile(){if(!FS.forceLoadFile(node)){throw new FS.ErrnoError(ERRNO_CODES.EIO)}return fn.apply(null,arguments)}}));stream_ops.read=function stream_ops_read(stream,buffer,offset,length,position){if(!FS.forceLoadFile(node)){throw new FS.ErrnoError(ERRNO_CODES.EIO)}var contents=stream.node.contents;if(position>=contents.length)return 0;var size=Math.min(contents.length-position,length);assert(size>=0);if(contents.slice){for(var i=0;i<size;i++){buffer[offset+i]=contents[position+i]}}else{for(var i=0;i<size;i++){buffer[offset+i]=contents.get(position+i)}}return size};node.stream_ops=stream_ops;return node}),createPreloadedFile:(function(parent,name,url,canRead,canWrite,onload,onerror,dontCreateFile,canOwn,preFinish){Browser.init();var fullname=name?PATH.resolve(PATH.join2(parent,name)):parent;var dep=getUniqueRunDependency("cp "+fullname);function processData(byteArray){function finish(byteArray){if(preFinish)preFinish();if(!dontCreateFile){FS.createDataFile(parent,name,byteArray,canRead,canWrite,canOwn)}if(onload)onload();removeRunDependency(dep)}var handled=false;Module["preloadPlugins"].forEach((function(plugin){if(handled)return;if(plugin["canHandle"](fullname)){plugin["handle"](byteArray,fullname,finish,(function(){if(onerror)onerror();removeRunDependency(dep)}));handled=true}}));if(!handled)finish(byteArray)}addRunDependency(dep);if(typeof url=="string"){Browser.asyncLoad(url,(function(byteArray){processData(byteArray)}),onerror)}else{processData(url)}}),indexedDB:(function(){return window.indexedDB||window.mozIndexedDB||window.webkitIndexedDB||window.msIndexedDB}),DB_NAME:(function(){return"EM_FS_"+window.location.pathname}),DB_VERSION:20,DB_STORE_NAME:"FILE_DATA",saveFilesToDB:(function(paths,onload,onerror){onload=onload||(function(){});onerror=onerror||(function(){});var indexedDB=FS.indexedDB();try{var openRequest=indexedDB.open(FS.DB_NAME(),FS.DB_VERSION)}catch(e){return onerror(e)}openRequest.onupgradeneeded=function openRequest_onupgradeneeded(){console.log("creating db");var db=openRequest.result;db.createObjectStore(FS.DB_STORE_NAME)};openRequest.onsuccess=function openRequest_onsuccess(){var db=openRequest.result;var transaction=db.transaction([FS.DB_STORE_NAME],"readwrite");var files=transaction.objectStore(FS.DB_STORE_NAME);var ok=0,fail=0,total=paths.length;function finish(){if(fail==0)onload();else onerror()}paths.forEach((function(path){var putRequest=files.put(FS.analyzePath(path).object.contents,path);putRequest.onsuccess=function putRequest_onsuccess(){ok++;if(ok+fail==total)finish()};putRequest.onerror=function putRequest_onerror(){fail++;if(ok+fail==total)finish()}}));transaction.onerror=onerror};openRequest.onerror=onerror}),loadFilesFromDB:(function(paths,onload,onerror){onload=onload||(function(){});onerror=onerror||(function(){});var indexedDB=FS.indexedDB();try{var openRequest=indexedDB.open(FS.DB_NAME(),FS.DB_VERSION)}catch(e){return onerror(e)}openRequest.onupgradeneeded=onerror;openRequest.onsuccess=function openRequest_onsuccess(){var db=openRequest.result;try{var transaction=db.transaction([FS.DB_STORE_NAME],"readonly")}catch(e){onerror(e);return}var files=transaction.objectStore(FS.DB_STORE_NAME);var ok=0,fail=0,total=paths.length;function finish(){if(fail==0)onload();else onerror()}paths.forEach((function(path){var getRequest=files.get(path);getRequest.onsuccess=function getRequest_onsuccess(){if(FS.analyzePath(path).exists){FS.unlink(path)}FS.createDataFile(PATH.dirname(path),PATH.basename(path),getRequest.result,true,true,true);ok++;if(ok+fail==total)finish()};getRequest.onerror=function getRequest_onerror(){fail++;if(ok+fail==total)finish()}}));transaction.onerror=onerror};openRequest.onerror=onerror})};var SYSCALLS={DEFAULT_POLLMASK:5,mappings:{},umask:511,calculateAt:(function(dirfd,path){if(path[0]!=="/"){var dir;if(dirfd===-100){dir=FS.cwd()}else{var dirstream=FS.getStream(dirfd);if(!dirstream)throw new FS.ErrnoError(ERRNO_CODES.EBADF);dir=dirstream.path}path=PATH.join2(dir,path)}return path}),doStat:(function(func,path,buf){try{var stat=func(path)}catch(e){if(e&&e.node&&PATH.normalize(path)!==PATH.normalize(FS.getPath(e.node))){return-ERRNO_CODES.ENOTDIR}throw e}HEAP32[buf>>2]=stat.dev;HEAP32[buf+4>>2]=0;HEAP32[buf+8>>2]=stat.ino;HEAP32[buf+12>>2]=stat.mode;HEAP32[buf+16>>2]=stat.nlink;HEAP32[buf+20>>2]=stat.uid;HEAP32[buf+24>>2]=stat.gid;HEAP32[buf+28>>2]=stat.rdev;HEAP32[buf+32>>2]=0;HEAP32[buf+36>>2]=stat.size;HEAP32[buf+40>>2]=4096;HEAP32[buf+44>>2]=stat.blocks;HEAP32[buf+48>>2]=stat.atime.getTime()/1e3|0;HEAP32[buf+52>>2]=0;HEAP32[buf+56>>2]=stat.mtime.getTime()/1e3|0;HEAP32[buf+60>>2]=0;HEAP32[buf+64>>2]=stat.ctime.getTime()/1e3|0;HEAP32[buf+68>>2]=0;HEAP32[buf+72>>2]=stat.ino;return 0}),doMsync:(function(addr,stream,len,flags){var buffer=new Uint8Array(HEAPU8.subarray(addr,addr+len));FS.msync(stream,buffer,0,len,flags)}),doMkdir:(function(path,mode){path=PATH.normalize(path);if(path[path.length-1]==="/")path=path.substr(0,path.length-1);FS.mkdir(path,mode,0);return 0}),doMknod:(function(path,mode,dev){switch(mode&61440){case 32768:case 8192:case 24576:case 4096:case 49152:break;default:return-ERRNO_CODES.EINVAL}FS.mknod(path,mode,dev);return 0}),doReadlink:(function(path,buf,bufsize){if(bufsize<=0)return-ERRNO_CODES.EINVAL;var ret=FS.readlink(path);var len=Math.min(bufsize,lengthBytesUTF8(ret));var endChar=HEAP8[buf+len];stringToUTF8(ret,buf,bufsize+1);HEAP8[buf+len]=endChar;return len}),doAccess:(function(path,amode){if(amode&~7){return-ERRNO_CODES.EINVAL}var node;var lookup=FS.lookupPath(path,{follow:true});node=lookup.node;var perms="";if(amode&4)perms+="r";if(amode&2)perms+="w";if(amode&1)perms+="x";if(perms&&FS.nodePermissions(node,perms)){return-ERRNO_CODES.EACCES}return 0}),doDup:(function(path,flags,suggestFD){var suggest=FS.getStream(suggestFD);if(suggest)FS.close(suggest);return FS.open(path,flags,0,suggestFD,suggestFD).fd}),doReadv:(function(stream,iov,iovcnt,offset){var ret=0;for(var i=0;i<iovcnt;i++){var ptr=HEAP32[iov+i*8>>2];var len=HEAP32[iov+(i*8+4)>>2];var curr=FS.read(stream,HEAP8,ptr,len,offset);if(curr<0)return-1;ret+=curr;if(curr<len)break}return ret}),doWritev:(function(stream,iov,iovcnt,offset){var ret=0;for(var i=0;i<iovcnt;i++){var ptr=HEAP32[iov+i*8>>2];var len=HEAP32[iov+(i*8+4)>>2];var curr=FS.write(stream,HEAP8,ptr,len,offset);if(curr<0)return-1;ret+=curr}return ret}),varargs:0,get:(function(varargs){SYSCALLS.varargs+=4;var ret=HEAP32[SYSCALLS.varargs-4>>2];return ret}),getStr:(function(){var ret=Pointer_stringify(SYSCALLS.get());return ret}),getStreamFromFD:(function(){var stream=FS.getStream(SYSCALLS.get());if(!stream)throw new FS.ErrnoError(ERRNO_CODES.EBADF);return stream}),getSocketFromFD:(function(){var socket=SOCKFS.getSocket(SYSCALLS.get());if(!socket)throw new FS.ErrnoError(ERRNO_CODES.EBADF);return socket}),getSocketAddress:(function(allowNull){var addrp=SYSCALLS.get(),addrlen=SYSCALLS.get();if(allowNull&&addrp===0)return null;var info=__read_sockaddr(addrp,addrlen);if(info.errno)throw new FS.ErrnoError(info.errno);info.addr=DNS.lookup_addr(info.addr)||info.addr;return info}),get64:(function(){var low=SYSCALLS.get(),high=SYSCALLS.get();if(low>=0)assert(high===0);else assert(high===-1);return low}),getZero:(function(){assert(SYSCALLS.get()===0)})};function ___syscall140(which,varargs){SYSCALLS.varargs=varargs;try{var stream=SYSCALLS.getStreamFromFD(),offset_high=SYSCALLS.get(),offset_low=SYSCALLS.get(),result=SYSCALLS.get(),whence=SYSCALLS.get();var offset=offset_low;FS.llseek(stream,offset,whence);HEAP32[result>>2]=stream.position;if(stream.getdents&&offset===0&&whence===0)stream.getdents=null;return 0}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___syscall145(which,varargs){SYSCALLS.varargs=varargs;try{var stream=SYSCALLS.getStreamFromFD(),iov=SYSCALLS.get(),iovcnt=SYSCALLS.get();return SYSCALLS.doReadv(stream,iov,iovcnt)}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___syscall146(which,varargs){SYSCALLS.varargs=varargs;try{var stream=SYSCALLS.getStreamFromFD(),iov=SYSCALLS.get(),iovcnt=SYSCALLS.get();return SYSCALLS.doWritev(stream,iov,iovcnt)}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___syscall221(which,varargs){SYSCALLS.varargs=varargs;try{var stream=SYSCALLS.getStreamFromFD(),cmd=SYSCALLS.get();switch(cmd){case 0:{var arg=SYSCALLS.get();if(arg<0){return-ERRNO_CODES.EINVAL}var newStream;newStream=FS.open(stream.path,stream.flags,0,arg);return newStream.fd};case 1:case 2:return 0;case 3:return stream.flags;case 4:{var arg=SYSCALLS.get();stream.flags|=arg;return 0};case 12:case 12:{var arg=SYSCALLS.get();var offset=0;HEAP16[arg+offset>>1]=2;return 0};case 13:case 14:case 13:case 14:return 0;case 16:case 8:return-ERRNO_CODES.EINVAL;case 9:___setErrNo(ERRNO_CODES.EINVAL);return-1;default:{return-ERRNO_CODES.EINVAL}}}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___syscall5(which,varargs){SYSCALLS.varargs=varargs;try{var pathname=SYSCALLS.getStr(),flags=SYSCALLS.get(),mode=SYSCALLS.get();var stream=FS.open(pathname,flags,mode);return stream.fd}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___syscall54(which,varargs){SYSCALLS.varargs=varargs;try{var stream=SYSCALLS.getStreamFromFD(),op=SYSCALLS.get();switch(op){case 21509:case 21505:{if(!stream.tty)return-ERRNO_CODES.ENOTTY;return 0};case 21510:case 21511:case 21512:case 21506:case 21507:case 21508:{if(!stream.tty)return-ERRNO_CODES.ENOTTY;return 0};case 21519:{if(!stream.tty)return-ERRNO_CODES.ENOTTY;var argp=SYSCALLS.get();HEAP32[argp>>2]=0;return 0};case 21520:{if(!stream.tty)return-ERRNO_CODES.ENOTTY;return-ERRNO_CODES.EINVAL};case 21531:{var argp=SYSCALLS.get();return FS.ioctl(stream,op,argp)};case 21523:{if(!stream.tty)return-ERRNO_CODES.ENOTTY;return 0};default:abort("bad ioctl syscall "+op)}}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___syscall6(which,varargs){SYSCALLS.varargs=varargs;try{var stream=SYSCALLS.getStreamFromFD();FS.close(stream);return 0}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___syscall91(which,varargs){SYSCALLS.varargs=varargs;try{var addr=SYSCALLS.get(),len=SYSCALLS.get();var info=SYSCALLS.mappings[addr];if(!info)return 0;if(len===info.len){var stream=FS.getStream(info.fd);SYSCALLS.doMsync(addr,stream,len,info.flags);FS.munmap(stream);SYSCALLS.mappings[addr]=null;if(info.allocated){_free(info.malloc)}}return 0}catch(e){if(typeof FS==="undefined"||!(e instanceof FS.ErrnoError))abort(e);return-e.errno}}function ___unlock(){}function _abort(){Module["abort"]()}function _emscripten_get_now(){abort()}function _emscripten_get_now_is_monotonic(){return ENVIRONMENT_IS_NODE||typeof dateNow!=="undefined"||(ENVIRONMENT_IS_WEB||ENVIRONMENT_IS_WORKER)&&self["performance"]&&self["performance"]["now"]}function _clock_gettime(clk_id,tp){var now;if(clk_id===0){now=Date.now()}else if(clk_id===1&&_emscripten_get_now_is_monotonic()){now=_emscripten_get_now()}else{___setErrNo(ERRNO_CODES.EINVAL);return-1}HEAP32[tp>>2]=now/1e3|0;HEAP32[tp+4>>2]=now%1e3*1e3*1e3|0;return 0}function _emscripten_set_main_loop_timing(mode,value){Browser.mainLoop.timingMode=mode;Browser.mainLoop.timingValue=value;if(!Browser.mainLoop.func){return 1}if(mode==0){Browser.mainLoop.scheduler=function Browser_mainLoop_scheduler_setTimeout(){var timeUntilNextTick=Math.max(0,Browser.mainLoop.tickStartTime+value-_emscripten_get_now())|0;setTimeout(Browser.mainLoop.runner,timeUntilNextTick)};Browser.mainLoop.method="timeout"}else if(mode==1){Browser.mainLoop.scheduler=function Browser_mainLoop_scheduler_rAF(){Browser.requestAnimationFrame(Browser.mainLoop.runner)};Browser.mainLoop.method="rAF"}else if(mode==2){if(typeof setImmediate==="undefined"){var setImmediates=[];var emscriptenMainLoopMessageId="setimmediate";function Browser_setImmediate_messageHandler(event){if(event.data===emscriptenMainLoopMessageId||event.data.target===emscriptenMainLoopMessageId){event.stopPropagation();setImmediates.shift()()}}addEventListener("message",Browser_setImmediate_messageHandler,true);setImmediate=function Browser_emulated_setImmediate(func){setImmediates.push(func);if(ENVIRONMENT_IS_WORKER){if(Module["setImmediates"]===undefined)Module["setImmediates"]=[];Module["setImmediates"].push(func);postMessage({target:emscriptenMainLoopMessageId})}else postMessage(emscriptenMainLoopMessageId,"*")}}Browser.mainLoop.scheduler=function Browser_mainLoop_scheduler_setImmediate(){setImmediate(Browser.mainLoop.runner)};Browser.mainLoop.method="immediate"}return 0}function _emscripten_set_main_loop(func,fps,simulateInfiniteLoop,arg,noSetTiming){Module["noExitRuntime"]=true;assert(!Browser.mainLoop.func,"emscripten_set_main_loop: there can only be one main loop function at once: call emscripten_cancel_main_loop to cancel the previous one before setting a new one with different parameters.");Browser.mainLoop.func=func;Browser.mainLoop.arg=arg;var browserIterationFunc;if(typeof arg!=="undefined"){browserIterationFunc=(function(){Module["dynCall_vi"](func,arg)})}else{browserIterationFunc=(function(){Module["dynCall_v"](func)})}var thisMainLoopId=Browser.mainLoop.currentlyRunningMainloop;Browser.mainLoop.runner=function Browser_mainLoop_runner(){if(ABORT)return;if(Browser.mainLoop.queue.length>0){var start=Date.now();var blocker=Browser.mainLoop.queue.shift();blocker.func(blocker.arg);if(Browser.mainLoop.remainingBlockers){var remaining=Browser.mainLoop.remainingBlockers;var next=remaining%1==0?remaining-1:Math.floor(remaining);if(blocker.counted){Browser.mainLoop.remainingBlockers=next}else{next=next+.5;Browser.mainLoop.remainingBlockers=(8*remaining+next)/9}}console.log('main loop blocker "'+blocker.name+'" took '+(Date.now()-start)+" ms");Browser.mainLoop.updateStatus();if(thisMainLoopId<Browser.mainLoop.currentlyRunningMainloop)return;setTimeout(Browser.mainLoop.runner,0);return}if(thisMainLoopId<Browser.mainLoop.currentlyRunningMainloop)return;Browser.mainLoop.currentFrameNumber=Browser.mainLoop.currentFrameNumber+1|0;if(Browser.mainLoop.timingMode==1&&Browser.mainLoop.timingValue>1&&Browser.mainLoop.currentFrameNumber%Browser.mainLoop.timingValue!=0){Browser.mainLoop.scheduler();return}else if(Browser.mainLoop.timingMode==0){Browser.mainLoop.tickStartTime=_emscripten_get_now()}if(Browser.mainLoop.method==="timeout"&&Module.ctx){Module.printErr("Looks like you are rendering without using requestAnimationFrame for the main loop. You should use 0 for the frame rate in emscripten_set_main_loop in order to use requestAnimationFrame, as that can greatly improve your frame rates!");Browser.mainLoop.method=""}Browser.mainLoop.runIter(browserIterationFunc);if(thisMainLoopId<Browser.mainLoop.currentlyRunningMainloop)return;if(typeof SDL==="object"&&SDL.audio&&SDL.audio.queueNewAudioData)SDL.audio.queueNewAudioData();Browser.mainLoop.scheduler()};if(!noSetTiming){if(fps&&fps>0)_emscripten_set_main_loop_timing(0,1e3/fps);else _emscripten_set_main_loop_timing(1,1);Browser.mainLoop.scheduler()}if(simulateInfiniteLoop){throw"SimulateInfiniteLoop"}}var Browser={mainLoop:{scheduler:null,method:"",currentlyRunningMainloop:0,func:null,arg:0,timingMode:0,timingValue:0,currentFrameNumber:0,queue:[],pause:(function(){Browser.mainLoop.scheduler=null;Browser.mainLoop.currentlyRunningMainloop++}),resume:(function(){Browser.mainLoop.currentlyRunningMainloop++;var timingMode=Browser.mainLoop.timingMode;var timingValue=Browser.mainLoop.timingValue;var func=Browser.mainLoop.func;Browser.mainLoop.func=null;_emscripten_set_main_loop(func,0,false,Browser.mainLoop.arg,true);_emscripten_set_main_loop_timing(timingMode,timingValue);Browser.mainLoop.scheduler()}),updateStatus:(function(){if(Module["setStatus"]){var message=Module["statusMessage"]||"Please wait...";var remaining=Browser.mainLoop.remainingBlockers;var expected=Browser.mainLoop.expectedBlockers;if(remaining){if(remaining<expected){Module["setStatus"](message+" ("+(expected-remaining)+"/"+expected+")")}else{Module["setStatus"](message)}}else{Module["setStatus"]("")}}}),runIter:(function(func){if(ABORT)return;if(Module["preMainLoop"]){var preRet=Module["preMainLoop"]();if(preRet===false){return}}try{func()}catch(e){if(e instanceof ExitStatus){return}else{if(e&&typeof e==="object"&&e.stack)Module.printErr("exception thrown: "+[e,e.stack]);throw e}}if(Module["postMainLoop"])Module["postMainLoop"]()})},isFullscreen:false,pointerLock:false,moduleContextCreatedCallbacks:[],workers:[],init:(function(){if(!Module["preloadPlugins"])Module["preloadPlugins"]=[];if(Browser.initted)return;Browser.initted=true;try{new Blob;Browser.hasBlobConstructor=true}catch(e){Browser.hasBlobConstructor=false;console.log("warning: no blob constructor, cannot create blobs with mimetypes")}Browser.BlobBuilder=typeof MozBlobBuilder!="undefined"?MozBlobBuilder:typeof WebKitBlobBuilder!="undefined"?WebKitBlobBuilder:!Browser.hasBlobConstructor?console.log("warning: no BlobBuilder"):null;Browser.URLObject=typeof window!="undefined"?window.URL?window.URL:window.webkitURL:undefined;if(!Module.noImageDecoding&&typeof Browser.URLObject==="undefined"){console.log("warning: Browser does not support creating object URLs. Built-in browser image decoding will not be available.");Module.noImageDecoding=true}var imagePlugin={};imagePlugin["canHandle"]=function imagePlugin_canHandle(name){return!Module.noImageDecoding&&/\.(jpg|jpeg|png|bmp)$/i.test(name)};imagePlugin["handle"]=function imagePlugin_handle(byteArray,name,onload,onerror){var b=null;if(Browser.hasBlobConstructor){try{b=new Blob([byteArray],{type:Browser.getMimetype(name)});if(b.size!==byteArray.length){b=new Blob([(new Uint8Array(byteArray)).buffer],{type:Browser.getMimetype(name)})}}catch(e){warnOnce("Blob constructor present but fails: "+e+"; falling back to blob builder")}}if(!b){var bb=new Browser.BlobBuilder;bb.append((new Uint8Array(byteArray)).buffer);b=bb.getBlob()}var url=Browser.URLObject.createObjectURL(b);var img=new Image;img.onload=function img_onload(){assert(img.complete,"Image "+name+" could not be decoded");var canvas=document.createElement("canvas");canvas.width=img.width;canvas.height=img.height;var ctx=canvas.getContext("2d");ctx.drawImage(img,0,0);Module["preloadedImages"][name]=canvas;Browser.URLObject.revokeObjectURL(url);if(onload)onload(byteArray)};img.onerror=function img_onerror(event){console.log("Image "+url+" could not be decoded");if(onerror)onerror()};img.src=url};Module["preloadPlugins"].push(imagePlugin);var audioPlugin={};audioPlugin["canHandle"]=function audioPlugin_canHandle(name){return!Module.noAudioDecoding&&name.substr(-4)in{".ogg":1,".wav":1,".mp3":1}};audioPlugin["handle"]=function audioPlugin_handle(byteArray,name,onload,onerror){var done=false;function finish(audio){if(done)return;done=true;Module["preloadedAudios"][name]=audio;if(onload)onload(byteArray)}function fail(){if(done)return;done=true;Module["preloadedAudios"][name]=new Audio;if(onerror)onerror()}if(Browser.hasBlobConstructor){try{var b=new Blob([byteArray],{type:Browser.getMimetype(name)})}catch(e){return fail()}var url=Browser.URLObject.createObjectURL(b);var audio=new Audio;audio.addEventListener("canplaythrough",(function(){finish(audio)}),false);audio.onerror=function audio_onerror(event){if(done)return;console.log("warning: browser could not fully decode audio "+name+", trying slower base64 approach");function encode64(data){var BASE="ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/";var PAD="=";var ret="";var leftchar=0;var leftbits=0;for(var i=0;i<data.length;i++){leftchar=leftchar<<8|data[i];leftbits+=8;while(leftbits>=6){var curr=leftchar>>leftbits-6&63;leftbits-=6;ret+=BASE[curr]}}if(leftbits==2){ret+=BASE[(leftchar&3)<<4];ret+=PAD+PAD}else if(leftbits==4){ret+=BASE[(leftchar&15)<<2];ret+=PAD}return ret}audio.src="data:audio/x-"+name.substr(-3)+";base64,"+encode64(byteArray);finish(audio)};audio.src=url;Browser.safeSetTimeout((function(){finish(audio)}),1e4)}else{return fail()}};Module["preloadPlugins"].push(audioPlugin);function pointerLockChange(){Browser.pointerLock=document["pointerLockElement"]===Module["canvas"]||document["mozPointerLockElement"]===Module["canvas"]||document["webkitPointerLockElement"]===Module["canvas"]||document["msPointerLockElement"]===Module["canvas"]}var canvas=Module["canvas"];if(canvas){canvas.requestPointerLock=canvas["requestPointerLock"]||canvas["mozRequestPointerLock"]||canvas["webkitRequestPointerLock"]||canvas["msRequestPointerLock"]||(function(){});canvas.exitPointerLock=document["exitPointerLock"]||document["mozExitPointerLock"]||document["webkitExitPointerLock"]||document["msExitPointerLock"]||(function(){});canvas.exitPointerLock=canvas.exitPointerLock.bind(document);document.addEventListener("pointerlockchange",pointerLockChange,false);document.addEventListener("mozpointerlockchange",pointerLockChange,false);document.addEventListener("webkitpointerlockchange",pointerLockChange,false);document.addEventListener("mspointerlockchange",pointerLockChange,false);if(Module["elementPointerLock"]){canvas.addEventListener("click",(function(ev){if(!Browser.pointerLock&&Module["canvas"].requestPointerLock){Module["canvas"].requestPointerLock();ev.preventDefault()}}),false)}}}),createContext:(function(canvas,useWebGL,setInModule,webGLContextAttributes){if(useWebGL&&Module.ctx&&canvas==Module.canvas)return Module.ctx;var ctx;var contextHandle;if(useWebGL){var contextAttributes={antialias:false,alpha:false};if(webGLContextAttributes){for(var attribute in webGLContextAttributes){contextAttributes[attribute]=webGLContextAttributes[attribute]}}contextHandle=GL.createContext(canvas,contextAttributes);if(contextHandle){ctx=GL.getContext(contextHandle).GLctx}}else{ctx=canvas.getContext("2d")}if(!ctx)return null;if(setInModule){if(!useWebGL)assert(typeof GLctx==="undefined","cannot set in module if GLctx is used, but we are a non-GL context that would replace it");Module.ctx=ctx;if(useWebGL)GL.makeContextCurrent(contextHandle);Module.useWebGL=useWebGL;Browser.moduleContextCreatedCallbacks.forEach((function(callback){callback()}));Browser.init()}return ctx}),destroyContext:(function(canvas,useWebGL,setInModule){}),fullscreenHandlersInstalled:false,lockPointer:undefined,resizeCanvas:undefined,requestFullscreen:(function(lockPointer,resizeCanvas,vrDevice){Browser.lockPointer=lockPointer;Browser.resizeCanvas=resizeCanvas;Browser.vrDevice=vrDevice;if(typeof Browser.lockPointer==="undefined")Browser.lockPointer=true;if(typeof Browser.resizeCanvas==="undefined")Browser.resizeCanvas=false;if(typeof Browser.vrDevice==="undefined")Browser.vrDevice=null;var canvas=Module["canvas"];function fullscreenChange(){Browser.isFullscreen=false;var canvasContainer=canvas.parentNode;if((document["fullscreenElement"]||document["mozFullScreenElement"]||document["msFullscreenElement"]||document["webkitFullscreenElement"]||document["webkitCurrentFullScreenElement"])===canvasContainer){canvas.exitFullscreen=document["exitFullscreen"]||document["cancelFullScreen"]||document["mozCancelFullScreen"]||document["msExitFullscreen"]||document["webkitCancelFullScreen"]||(function(){});canvas.exitFullscreen=canvas.exitFullscreen.bind(document);if(Browser.lockPointer)canvas.requestPointerLock();Browser.isFullscreen=true;if(Browser.resizeCanvas)Browser.setFullscreenCanvasSize()}else{canvasContainer.parentNode.insertBefore(canvas,canvasContainer);canvasContainer.parentNode.removeChild(canvasContainer);if(Browser.resizeCanvas)Browser.setWindowedCanvasSize()}if(Module["onFullScreen"])Module["onFullScreen"](Browser.isFullscreen);if(Module["onFullscreen"])Module["onFullscreen"](Browser.isFullscreen);Browser.updateCanvasDimensions(canvas)}if(!Browser.fullscreenHandlersInstalled){Browser.fullscreenHandlersInstalled=true;document.addEventListener("fullscreenchange",fullscreenChange,false);document.addEventListener("mozfullscreenchange",fullscreenChange,false);document.addEventListener("webkitfullscreenchange",fullscreenChange,false);document.addEventListener("MSFullscreenChange",fullscreenChange,false)}var canvasContainer=document.createElement("div");canvas.parentNode.insertBefore(canvasContainer,canvas);canvasContainer.appendChild(canvas);canvasContainer.requestFullscreen=canvasContainer["requestFullscreen"]||canvasContainer["mozRequestFullScreen"]||canvasContainer["msRequestFullscreen"]||(canvasContainer["webkitRequestFullscreen"]?(function(){canvasContainer["webkitRequestFullscreen"](Element["ALLOW_KEYBOARD_INPUT"])}):null)||(canvasContainer["webkitRequestFullScreen"]?(function(){canvasContainer["webkitRequestFullScreen"](Element["ALLOW_KEYBOARD_INPUT"])}):null);if(vrDevice){canvasContainer.requestFullscreen({vrDisplay:vrDevice})}else{canvasContainer.requestFullscreen()}}),requestFullScreen:(function(lockPointer,resizeCanvas,vrDevice){Module.printErr("Browser.requestFullScreen() is deprecated. Please call Browser.requestFullscreen instead.");Browser.requestFullScreen=(function(lockPointer,resizeCanvas,vrDevice){return Browser.requestFullscreen(lockPointer,resizeCanvas,vrDevice)});return Browser.requestFullscreen(lockPointer,resizeCanvas,vrDevice)}),nextRAF:0,fakeRequestAnimationFrame:(function(func){var now=Date.now();if(Browser.nextRAF===0){Browser.nextRAF=now+1e3/60}else{while(now+2>=Browser.nextRAF){Browser.nextRAF+=1e3/60}}var delay=Math.max(Browser.nextRAF-now,0);setTimeout(func,delay)}),requestAnimationFrame:function requestAnimationFrame(func){if(typeof window==="undefined"){Browser.fakeRequestAnimationFrame(func)}else{if(!window.requestAnimationFrame){window.requestAnimationFrame=window["requestAnimationFrame"]||window["mozRequestAnimationFrame"]||window["webkitRequestAnimationFrame"]||window["msRequestAnimationFrame"]||window["oRequestAnimationFrame"]||Browser.fakeRequestAnimationFrame}window.requestAnimationFrame(func)}},safeCallback:(function(func){return(function(){if(!ABORT)return func.apply(null,arguments)})}),allowAsyncCallbacks:true,queuedAsyncCallbacks:[],pauseAsyncCallbacks:(function(){Browser.allowAsyncCallbacks=false}),resumeAsyncCallbacks:(function(){Browser.allowAsyncCallbacks=true;if(Browser.queuedAsyncCallbacks.length>0){var callbacks=Browser.queuedAsyncCallbacks;Browser.queuedAsyncCallbacks=[];callbacks.forEach((function(func){func()}))}}),safeRequestAnimationFrame:(function(func){return Browser.requestAnimationFrame((function(){if(ABORT)return;if(Browser.allowAsyncCallbacks){func()}else{Browser.queuedAsyncCallbacks.push(func)}}))}),safeSetTimeout:(function(func,timeout){Module["noExitRuntime"]=true;return setTimeout((function(){if(ABORT)return;if(Browser.allowAsyncCallbacks){func()}else{Browser.queuedAsyncCallbacks.push(func)}}),timeout)}),safeSetInterval:(function(func,timeout){Module["noExitRuntime"]=true;return setInterval((function(){if(ABORT)return;if(Browser.allowAsyncCallbacks){func()}}),timeout)}),getMimetype:(function(name){return{"jpg":"image/jpeg","jpeg":"image/jpeg","png":"image/png","bmp":"image/bmp","ogg":"audio/ogg","wav":"audio/wav","mp3":"audio/mpeg"}[name.substr(name.lastIndexOf(".")+1)]}),getUserMedia:(function(func){if(!window.getUserMedia){window.getUserMedia=navigator["getUserMedia"]||navigator["mozGetUserMedia"]}window.getUserMedia(func)}),getMovementX:(function(event){return event["movementX"]||event["mozMovementX"]||event["webkitMovementX"]||0}),getMovementY:(function(event){return event["movementY"]||event["mozMovementY"]||event["webkitMovementY"]||0}),getMouseWheelDelta:(function(event){var delta=0;switch(event.type){case"DOMMouseScroll":delta=event.detail;break;case"mousewheel":delta=event.wheelDelta;break;case"wheel":delta=event["deltaY"];break;default:throw"unrecognized mouse wheel event: "+event.type}return delta}),mouseX:0,mouseY:0,mouseMovementX:0,mouseMovementY:0,touches:{},lastTouches:{},calculateMouseEvent:(function(event){if(Browser.pointerLock){if(event.type!="mousemove"&&"mozMovementX"in event){Browser.mouseMovementX=Browser.mouseMovementY=0}else{Browser.mouseMovementX=Browser.getMovementX(event);Browser.mouseMovementY=Browser.getMovementY(event)}if(typeof SDL!="undefined"){Browser.mouseX=SDL.mouseX+Browser.mouseMovementX;Browser.mouseY=SDL.mouseY+Browser.mouseMovementY}else{Browser.mouseX+=Browser.mouseMovementX;Browser.mouseY+=Browser.mouseMovementY}}else{var rect=Module["canvas"].getBoundingClientRect();var cw=Module["canvas"].width;var ch=Module["canvas"].height;var scrollX=typeof window.scrollX!=="undefined"?window.scrollX:window.pageXOffset;var scrollY=typeof window.scrollY!=="undefined"?window.scrollY:window.pageYOffset;if(event.type==="touchstart"||event.type==="touchend"||event.type==="touchmove"){var touch=event.touch;if(touch===undefined){return}var adjustedX=touch.pageX-(scrollX+rect.left);var adjustedY=touch.pageY-(scrollY+rect.top);adjustedX=adjustedX*(cw/rect.width);adjustedY=adjustedY*(ch/rect.height);var coords={x:adjustedX,y:adjustedY};if(event.type==="touchstart"){Browser.lastTouches[touch.identifier]=coords;Browser.touches[touch.identifier]=coords}else if(event.type==="touchend"||event.type==="touchmove"){var last=Browser.touches[touch.identifier];if(!last)last=coords;Browser.lastTouches[touch.identifier]=last;Browser.touches[touch.identifier]=coords}return}var x=event.pageX-(scrollX+rect.left);var y=event.pageY-(scrollY+rect.top);x=x*(cw/rect.width);y=y*(ch/rect.height);Browser.mouseMovementX=x-Browser.mouseX;Browser.mouseMovementY=y-Browser.mouseY;Browser.mouseX=x;Browser.mouseY=y}}),asyncLoad:(function(url,onload,onerror,noRunDep){var dep=!noRunDep?getUniqueRunDependency("al "+url):"";Module["readAsync"](url,(function(arrayBuffer){assert(arrayBuffer,'Loading data file "'+url+'" failed (no arrayBuffer).');onload(new Uint8Array(arrayBuffer));if(dep)removeRunDependency(dep)}),(function(event){if(onerror){onerror()}else{throw'Loading data file "'+url+'" failed.'}}));if(dep)addRunDependency(dep)}),resizeListeners:[],updateResizeListeners:(function(){var canvas=Module["canvas"];Browser.resizeListeners.forEach((function(listener){listener(canvas.width,canvas.height)}))}),setCanvasSize:(function(width,height,noUpdates){var canvas=Module["canvas"];Browser.updateCanvasDimensions(canvas,width,height);if(!noUpdates)Browser.updateResizeListeners()}),windowedWidth:0,windowedHeight:0,setFullscreenCanvasSize:(function(){if(typeof SDL!="undefined"){var flags=HEAPU32[SDL.screen>>2];flags=flags|8388608;HEAP32[SDL.screen>>2]=flags}Browser.updateResizeListeners()}),setWindowedCanvasSize:(function(){if(typeof SDL!="undefined"){var flags=HEAPU32[SDL.screen>>2];flags=flags&~8388608;HEAP32[SDL.screen>>2]=flags}Browser.updateResizeListeners()}),updateCanvasDimensions:(function(canvas,wNative,hNative){if(wNative&&hNative){canvas.widthNative=wNative;canvas.heightNative=hNative}else{wNative=canvas.widthNative;hNative=canvas.heightNative}var w=wNative;var h=hNative;if(Module["forcedAspectRatio"]&&Module["forcedAspectRatio"]>0){if(w/h<Module["forcedAspectRatio"]){w=Math.round(h*Module["forcedAspectRatio"])}else{h=Math.round(w/Module["forcedAspectRatio"])}}if((document["fullscreenElement"]||document["mozFullScreenElement"]||document["msFullscreenElement"]||document["webkitFullscreenElement"]||document["webkitCurrentFullScreenElement"])===canvas.parentNode&&typeof screen!="undefined"){var factor=Math.min(screen.width/w,screen.height/h);w=Math.round(w*factor);h=Math.round(h*factor)}if(Browser.resizeCanvas){if(canvas.width!=w)canvas.width=w;if(canvas.height!=h)canvas.height=h;if(typeof canvas.style!="undefined"){canvas.style.removeProperty("width");canvas.style.removeProperty("height")}}else{if(canvas.width!=wNative)canvas.width=wNative;if(canvas.height!=hNative)canvas.height=hNative;if(typeof canvas.style!="undefined"){if(w!=wNative||h!=hNative){canvas.style.setProperty("width",w+"px","important");canvas.style.setProperty("height",h+"px","important")}else{canvas.style.removeProperty("width");canvas.style.removeProperty("height")}}}}),wgetRequests:{},nextWgetRequestHandle:0,getNextWgetRequestHandle:(function(){var handle=Browser.nextWgetRequestHandle;Browser.nextWgetRequestHandle++;return handle})};function _emscripten_async_call(func,arg,millis){Module["noExitRuntime"]=true;function wrapper(){getFuncWrapper(func,"vi")(arg)}if(millis>=0){Browser.safeSetTimeout(wrapper,millis)}else{Browser.safeRequestAnimationFrame(wrapper)}}function __exit(status){Module["exit"](status)}function _exit(status){__exit(status)}var _environ=STATICTOP;STATICTOP+=16;function ___buildEnvironment(env){var MAX_ENV_VALUES=64;var TOTAL_ENV_SIZE=1024;var poolPtr;var envPtr;if(!___buildEnvironment.called){___buildEnvironment.called=true;ENV["USER"]=ENV["LOGNAME"]="web_user";ENV["PATH"]="/";ENV["PWD"]="/";ENV["HOME"]="/home/web_user";ENV["LANG"]="C.UTF-8";ENV["_"]=Module["thisProgram"];poolPtr=staticAlloc(TOTAL_ENV_SIZE);envPtr=staticAlloc(MAX_ENV_VALUES*4);HEAP32[envPtr>>2]=poolPtr;HEAP32[_environ>>2]=envPtr}else{envPtr=HEAP32[_environ>>2];poolPtr=HEAP32[envPtr>>2]}var strings=[];var totalSize=0;for(var key in env){if(typeof env[key]==="string"){var line=key+"="+env[key];strings.push(line);totalSize+=line.length}}if(totalSize>TOTAL_ENV_SIZE){throw new Error("Environment size exceeded TOTAL_ENV_SIZE!")}var ptrSize=4;for(var i=0;i<strings.length;i++){var line=strings[i];writeAsciiToMemory(line,poolPtr);HEAP32[envPtr+i*ptrSize>>2]=poolPtr;poolPtr+=line.length+1}HEAP32[envPtr+strings.length*ptrSize>>2]=0}var ENV={};function _getenv(name){if(name===0)return 0;name=Pointer_stringify(name);if(!ENV.hasOwnProperty(name))return 0;if(_getenv.ret)_free(_getenv.ret);_getenv.ret=allocateUTF8(ENV[name]);return _getenv.ret}function _llvm_cttz_i64(l,h){var ret=_llvm_cttz_i32(l);if(ret==32)ret+=_llvm_cttz_i32(h);return(setTempRet0(0),ret)|0}var _llvm_pow_f64=Math_pow;function _emscripten_memcpy_big(dest,src,num){HEAPU8.set(HEAPU8.subarray(src,src+num),dest);return dest}function _pthread_attr_init(attr){return 0}function _pthread_attr_setstacksize(){}function _pthread_cond_destroy(){return 0}function _pthread_cond_signal(){return 0}function _pthread_cond_wait(){return 0}function _pthread_create(){return 11}function _pthread_join(){}function _pthread_mutex_destroy(){}function __isLeapYear(year){return year%4===0&&(year%100!==0||year%400===0)}function __arraySum(array,index){var sum=0;for(var i=0;i<=index;sum+=array[i++]);return sum}var __MONTH_DAYS_LEAP=[31,29,31,30,31,30,31,31,30,31,30,31];var __MONTH_DAYS_REGULAR=[31,28,31,30,31,30,31,31,30,31,30,31];function __addDays(date,days){var newDate=new Date(date.getTime());while(days>0){var leap=__isLeapYear(newDate.getFullYear());var currentMonth=newDate.getMonth();var daysInCurrentMonth=(leap?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR)[currentMonth];if(days>daysInCurrentMonth-newDate.getDate()){days-=daysInCurrentMonth-newDate.getDate()+1;newDate.setDate(1);if(currentMonth<11){newDate.setMonth(currentMonth+1)}else{newDate.setMonth(0);newDate.setFullYear(newDate.getFullYear()+1)}}else{newDate.setDate(newDate.getDate()+days);return newDate}}return newDate}function _strftime(s,maxsize,format,tm){var tm_zone=HEAP32[tm+40>>2];var date={tm_sec:HEAP32[tm>>2],tm_min:HEAP32[tm+4>>2],tm_hour:HEAP32[tm+8>>2],tm_mday:HEAP32[tm+12>>2],tm_mon:HEAP32[tm+16>>2],tm_year:HEAP32[tm+20>>2],tm_wday:HEAP32[tm+24>>2],tm_yday:HEAP32[tm+28>>2],tm_isdst:HEAP32[tm+32>>2],tm_gmtoff:HEAP32[tm+36>>2],tm_zone:tm_zone?Pointer_stringify(tm_zone):""};var pattern=Pointer_stringify(format);var EXPANSION_RULES_1={"%c":"%a %b %d %H:%M:%S %Y","%D":"%m/%d/%y","%F":"%Y-%m-%d","%h":"%b","%r":"%I:%M:%S %p","%R":"%H:%M","%T":"%H:%M:%S","%x":"%m/%d/%y","%X":"%H:%M:%S"};for(var rule in EXPANSION_RULES_1){pattern=pattern.replace(new RegExp(rule,"g"),EXPANSION_RULES_1[rule])}var WEEKDAYS=["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"];var MONTHS=["January","February","March","April","May","June","July","August","September","October","November","December"];function leadingSomething(value,digits,character){var str=typeof value==="number"?value.toString():value||"";while(str.length<digits){str=character[0]+str}return str}function leadingNulls(value,digits){return leadingSomething(value,digits,"0")}function compareByDay(date1,date2){function sgn(value){return value<0?-1:value>0?1:0}var compare;if((compare=sgn(date1.getFullYear()-date2.getFullYear()))===0){if((compare=sgn(date1.getMonth()-date2.getMonth()))===0){compare=sgn(date1.getDate()-date2.getDate())}}return compare}function getFirstWeekStartDate(janFourth){switch(janFourth.getDay()){case 0:return new Date(janFourth.getFullYear()-1,11,29);case 1:return janFourth;case 2:return new Date(janFourth.getFullYear(),0,3);case 3:return new Date(janFourth.getFullYear(),0,2);case 4:return new Date(janFourth.getFullYear(),0,1);case 5:return new Date(janFourth.getFullYear()-1,11,31);case 6:return new Date(janFourth.getFullYear()-1,11,30)}}function getWeekBasedYear(date){var thisDate=__addDays(new Date(date.tm_year+1900,0,1),date.tm_yday);var janFourthThisYear=new Date(thisDate.getFullYear(),0,4);var janFourthNextYear=new Date(thisDate.getFullYear()+1,0,4);var firstWeekStartThisYear=getFirstWeekStartDate(janFourthThisYear);var firstWeekStartNextYear=getFirstWeekStartDate(janFourthNextYear);if(compareByDay(firstWeekStartThisYear,thisDate)<=0){if(compareByDay(firstWeekStartNextYear,thisDate)<=0){return thisDate.getFullYear()+1}else{return thisDate.getFullYear()}}else{return thisDate.getFullYear()-1}}var EXPANSION_RULES_2={"%a":(function(date){return WEEKDAYS[date.tm_wday].substring(0,3)}),"%A":(function(date){return WEEKDAYS[date.tm_wday]}),"%b":(function(date){return MONTHS[date.tm_mon].substring(0,3)}),"%B":(function(date){return MONTHS[date.tm_mon]}),"%C":(function(date){var year=date.tm_year+1900;return leadingNulls(year/100|0,2)}),"%d":(function(date){return leadingNulls(date.tm_mday,2)}),"%e":(function(date){return leadingSomething(date.tm_mday,2," ")}),"%g":(function(date){return getWeekBasedYear(date).toString().substring(2)}),"%G":(function(date){return getWeekBasedYear(date)}),"%H":(function(date){return leadingNulls(date.tm_hour,2)}),"%I":(function(date){var twelveHour=date.tm_hour;if(twelveHour==0)twelveHour=12;else if(twelveHour>12)twelveHour-=12;return leadingNulls(twelveHour,2)}),"%j":(function(date){return leadingNulls(date.tm_mday+__arraySum(__isLeapYear(date.tm_year+1900)?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR,date.tm_mon-1),3)}),"%m":(function(date){return leadingNulls(date.tm_mon+1,2)}),"%M":(function(date){return leadingNulls(date.tm_min,2)}),"%n":(function(){return"\n"}),"%p":(function(date){if(date.tm_hour>=0&&date.tm_hour<12){return"AM"}else{return"PM"}}),"%S":(function(date){return leadingNulls(date.tm_sec,2)}),"%t":(function(){return"\t"}),"%u":(function(date){var day=new Date(date.tm_year+1900,date.tm_mon+1,date.tm_mday,0,0,0,0);return day.getDay()||7}),"%U":(function(date){var janFirst=new Date(date.tm_year+1900,0,1);var firstSunday=janFirst.getDay()===0?janFirst:__addDays(janFirst,7-janFirst.getDay());var endDate=new Date(date.tm_year+1900,date.tm_mon,date.tm_mday);if(compareByDay(firstSunday,endDate)<0){var februaryFirstUntilEndMonth=__arraySum(__isLeapYear(endDate.getFullYear())?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR,endDate.getMonth()-1)-31;var firstSundayUntilEndJanuary=31-firstSunday.getDate();var days=firstSundayUntilEndJanuary+februaryFirstUntilEndMonth+endDate.getDate();return leadingNulls(Math.ceil(days/7),2)}return compareByDay(firstSunday,janFirst)===0?"01":"00"}),"%V":(function(date){var janFourthThisYear=new Date(date.tm_year+1900,0,4);var janFourthNextYear=new Date(date.tm_year+1901,0,4);var firstWeekStartThisYear=getFirstWeekStartDate(janFourthThisYear);var firstWeekStartNextYear=getFirstWeekStartDate(janFourthNextYear);var endDate=__addDays(new Date(date.tm_year+1900,0,1),date.tm_yday);if(compareByDay(endDate,firstWeekStartThisYear)<0){return"53"}if(compareByDay(firstWeekStartNextYear,endDate)<=0){return"01"}var daysDifference;if(firstWeekStartThisYear.getFullYear()<date.tm_year+1900){daysDifference=date.tm_yday+32-firstWeekStartThisYear.getDate()}else{daysDifference=date.tm_yday+1-firstWeekStartThisYear.getDate()}return leadingNulls(Math.ceil(daysDifference/7),2)}),"%w":(function(date){var day=new Date(date.tm_year+1900,date.tm_mon+1,date.tm_mday,0,0,0,0);return day.getDay()}),"%W":(function(date){var janFirst=new Date(date.tm_year,0,1);var firstMonday=janFirst.getDay()===1?janFirst:__addDays(janFirst,janFirst.getDay()===0?1:7-janFirst.getDay()+1);var endDate=new Date(date.tm_year+1900,date.tm_mon,date.tm_mday);if(compareByDay(firstMonday,endDate)<0){var februaryFirstUntilEndMonth=__arraySum(__isLeapYear(endDate.getFullYear())?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR,endDate.getMonth()-1)-31;var firstMondayUntilEndJanuary=31-firstMonday.getDate();var days=firstMondayUntilEndJanuary+februaryFirstUntilEndMonth+endDate.getDate();return leadingNulls(Math.ceil(days/7),2)}return compareByDay(firstMonday,janFirst)===0?"01":"00"}),"%y":(function(date){return(date.tm_year+1900).toString().substring(2)}),"%Y":(function(date){return date.tm_year+1900}),"%z":(function(date){var off=date.tm_gmtoff;var ahead=off>=0;off=Math.abs(off)/60;off=off/60*100+off%60;return(ahead?"+":"-")+String("0000"+off).slice(-4)}),"%Z":(function(date){return date.tm_zone}),"%%":(function(){return"%"})};for(var rule in EXPANSION_RULES_2){if(pattern.indexOf(rule)>=0){pattern=pattern.replace(new RegExp(rule,"g"),EXPANSION_RULES_2[rule](date))}}var bytes=intArrayFromString(pattern,false);if(bytes.length>maxsize){return 0}writeArrayToMemory(bytes,s);return bytes.length-1}function _strftime_l(s,maxsize,format,tm){return _strftime(s,maxsize,format,tm)}FS.staticInit();__ATINIT__.unshift((function(){if(!Module["noFSInit"]&&!FS.init.initialized)FS.init()}));__ATMAIN__.push((function(){FS.ignorePermissions=false}));__ATEXIT__.push((function(){FS.quit()}));__ATINIT__.unshift((function(){TTY.init()}));__ATEXIT__.push((function(){TTY.shutdown()}));if(ENVIRONMENT_IS_NODE){var fs=require("fs");var NODEJS_PATH=require("path");NODEFS.staticInit()}if(ENVIRONMENT_IS_NODE){_emscripten_get_now=function _emscripten_get_now_actual(){var t=process["hrtime"]();return t[0]*1e3+t[1]/1e6}}else if(typeof dateNow!=="undefined"){_emscripten_get_now=dateNow}else if(typeof self==="object"&&self["performance"]&&typeof self["performance"]["now"]==="function"){_emscripten_get_now=(function(){return self["performance"]["now"]()})}else if(typeof performance==="object"&&typeof performance["now"]==="function"){_emscripten_get_now=(function(){return performance["now"]()})}else{_emscripten_get_now=Date.now}Module["requestFullScreen"]=function Module_requestFullScreen(lockPointer,resizeCanvas,vrDevice){Module.printErr("Module.requestFullScreen is deprecated. Please call Module.requestFullscreen instead.");Module["requestFullScreen"]=Module["requestFullscreen"];Browser.requestFullScreen(lockPointer,resizeCanvas,vrDevice)};Module["requestFullscreen"]=function Module_requestFullscreen(lockPointer,resizeCanvas,vrDevice){Browser.requestFullscreen(lockPointer,resizeCanvas,vrDevice)};Module["requestAnimationFrame"]=function Module_requestAnimationFrame(func){Browser.requestAnimationFrame(func)};Module["setCanvasSize"]=function Module_setCanvasSize(width,height,noUpdates){Browser.setCanvasSize(width,height,noUpdates)};Module["pauseMainLoop"]=function Module_pauseMainLoop(){Browser.mainLoop.pause()};Module["resumeMainLoop"]=function Module_resumeMainLoop(){Browser.mainLoop.resume()};Module["getUserMedia"]=function Module_getUserMedia(){Browser.getUserMedia()};Module["createContext"]=function Module_createContext(canvas,useWebGL,setInModule,webGLContextAttributes){return Browser.createContext(canvas,useWebGL,setInModule,webGLContextAttributes)};___buildEnvironment(ENV);DYNAMICTOP_PTR=staticAlloc(4);STACK_BASE=STACKTOP=alignMemory(STATICTOP);STACK_MAX=STACK_BASE+TOTAL_STACK;DYNAMIC_BASE=alignMemory(STACK_MAX);HEAP32[DYNAMICTOP_PTR>>2]=DYNAMIC_BASE;staticSealed=true;var ASSERTIONS=false;function intArrayFromString(stringy,dontAddNull,length){var len=length>0?length:lengthBytesUTF8(stringy)+1;var u8array=new Array(len);var numBytesWritten=stringToUTF8Array(stringy,u8array,0,u8array.length);if(dontAddNull)u8array.length=numBytesWritten;return u8array}function intArrayToString(array){var ret=[];for(var i=0;i<array.length;i++){var chr=array[i];if(chr>255){if(ASSERTIONS){assert(false,"Character code "+chr+" ("+String.fromCharCode(chr)+")  at offset "+i+" not in 0x00-0xFF.")}chr&=255}ret.push(String.fromCharCode(chr))}return ret.join("")}var decodeBase64=typeof atob==="function"?atob:(function(input){var keyStr="ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/=";var output="";var chr1,chr2,chr3;var enc1,enc2,enc3,enc4;var i=0;input=input.replace(/[^A-Za-z0-9\+\/\=]/g,"");do{enc1=keyStr.indexOf(input.charAt(i++));enc2=keyStr.indexOf(input.charAt(i++));enc3=keyStr.indexOf(input.charAt(i++));enc4=keyStr.indexOf(input.charAt(i++));chr1=enc1<<2|enc2>>4;chr2=(enc2&15)<<4|enc3>>2;chr3=(enc3&3)<<6|enc4;output=output+String.fromCharCode(chr1);if(enc3!==64){output=output+String.fromCharCode(chr2)}if(enc4!==64){output=output+String.fromCharCode(chr3)}}while(i<input.length);return output});function intArrayFromBase64(s){if(typeof ENVIRONMENT_IS_NODE==="boolean"&&ENVIRONMENT_IS_NODE){var buf;try{buf=Buffer.from(s,"base64")}catch(_){buf=new Buffer(s,"base64")}return new Uint8Array(buf.buffer,buf.byteOffset,buf.byteLength)}try{var decoded=decodeBase64(s);var bytes=new Uint8Array(decoded.length);for(var i=0;i<decoded.length;++i){bytes[i]=decoded.charCodeAt(i)}return bytes}catch(_){throw new Error("Converting base64 string to bytes failed.")}}function tryParseAsDataURI(filename){if(!isDataURI(filename)){return}return intArrayFromBase64(filename.slice(dataURIPrefix.length))}function invoke_ii(index,a1){try{return Module["dynCall_ii"](index,a1)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iii(index,a1,a2){try{return Module["dynCall_iii"](index,a1,a2)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiii(index,a1,a2,a3){try{return Module["dynCall_iiii"](index,a1,a2,a3)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiiii(index,a1,a2,a3,a4){try{return Module["dynCall_iiiii"](index,a1,a2,a3,a4)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiiiid(index,a1,a2,a3,a4,a5){try{return Module["dynCall_iiiiid"](index,a1,a2,a3,a4,a5)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiiiii(index,a1,a2,a3,a4,a5){try{return Module["dynCall_iiiiii"](index,a1,a2,a3,a4,a5)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiiiiid(index,a1,a2,a3,a4,a5,a6){try{return Module["dynCall_iiiiiid"](index,a1,a2,a3,a4,a5,a6)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiiiiii(index,a1,a2,a3,a4,a5,a6){try{return Module["dynCall_iiiiiii"](index,a1,a2,a3,a4,a5,a6)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiiiiiii(index,a1,a2,a3,a4,a5,a6,a7){try{return Module["dynCall_iiiiiiii"](index,a1,a2,a3,a4,a5,a6,a7)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_iiiiiiiii(index,a1,a2,a3,a4,a5,a6,a7,a8){try{return Module["dynCall_iiiiiiiii"](index,a1,a2,a3,a4,a5,a6,a7,a8)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_v(index){try{Module["dynCall_v"](index)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_vi(index,a1){try{Module["dynCall_vi"](index,a1)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_vii(index,a1,a2){try{Module["dynCall_vii"](index,a1,a2)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_viii(index,a1,a2,a3){try{Module["dynCall_viii"](index,a1,a2,a3)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_viiii(index,a1,a2,a3,a4){try{Module["dynCall_viiii"](index,a1,a2,a3,a4)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_viiiii(index,a1,a2,a3,a4,a5){try{Module["dynCall_viiiii"](index,a1,a2,a3,a4,a5)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}function invoke_viiiiii(index,a1,a2,a3,a4,a5,a6){try{Module["dynCall_viiiiii"](index,a1,a2,a3,a4,a5,a6)}catch(e){if(typeof e!=="number"&&e!=="longjmp")throw e;Module["setThrew"](1,0)}}Module.asmGlobalArg={"Math":Math,"Int8Array":Int8Array,"Int16Array":Int16Array,"Int32Array":Int32Array,"Uint8Array":Uint8Array,"Uint16Array":Uint16Array,"Uint32Array":Uint32Array,"Float32Array":Float32Array,"Float64Array":Float64Array,"NaN":NaN,"Infinity":Infinity};Module.asmLibraryArg={"abort":abort,"assert":assert,"enlargeMemory":enlargeMemory,"getTotalMemory":getTotalMemory,"abortOnCannotGrowMemory":abortOnCannotGrowMemory,"invoke_ii":invoke_ii,"invoke_iii":invoke_iii,"invoke_iiii":invoke_iiii,"invoke_iiiii":invoke_iiiii,"invoke_iiiiid":invoke_iiiiid,"invoke_iiiiii":invoke_iiiiii,"invoke_iiiiiid":invoke_iiiiiid,"invoke_iiiiiii":invoke_iiiiiii,"invoke_iiiiiiii":invoke_iiiiiiii,"invoke_iiiiiiiii":invoke_iiiiiiiii,"invoke_v":invoke_v,"invoke_vi":invoke_vi,"invoke_vii":invoke_vii,"invoke_viii":invoke_viii,"invoke_viiii":invoke_viiii,"invoke_viiiii":invoke_viiiii,"invoke_viiiiii":invoke_viiiiii,"__ZSt18uncaught_exceptionv":__ZSt18uncaught_exceptionv,"___assert_fail":___assert_fail,"___atomic_fetch_add_8":___atomic_fetch_add_8,"___atomic_load_8":___atomic_load_8,"___atomic_store_8":___atomic_store_8,"___buildEnvironment":___buildEnvironment,"___lock":___lock,"___map_file":___map_file,"___setErrNo":___setErrNo,"___syscall140":___syscall140,"___syscall145":___syscall145,"___syscall146":___syscall146,"___syscall221":___syscall221,"___syscall5":___syscall5,"___syscall54":___syscall54,"___syscall6":___syscall6,"___syscall91":___syscall91,"___unlock":___unlock,"__addDays":__addDays,"__arraySum":__arraySum,"__exit":__exit,"__isLeapYear":__isLeapYear,"_abort":_abort,"_clock_gettime":_clock_gettime,"_emscripten_async_call":_emscripten_async_call,"_emscripten_get_now":_emscripten_get_now,"_emscripten_get_now_is_monotonic":_emscripten_get_now_is_monotonic,"_emscripten_memcpy_big":_emscripten_memcpy_big,"_emscripten_set_main_loop":_emscripten_set_main_loop,"_emscripten_set_main_loop_timing":_emscripten_set_main_loop_timing,"_exit":_exit,"_getenv":_getenv,"_llvm_cttz_i64":_llvm_cttz_i64,"_llvm_pow_f64":_llvm_pow_f64,"_pthread_attr_init":_pthread_attr_init,"_pthread_attr_setstacksize":_pthread_attr_setstacksize,"_pthread_cond_destroy":_pthread_cond_destroy,"_pthread_cond_signal":_pthread_cond_signal,"_pthread_cond_wait":_pthread_cond_wait,"_pthread_create":_pthread_create,"_pthread_join":_pthread_join,"_pthread_mutex_destroy":_pthread_mutex_destroy,"_strftime":_strftime,"_strftime_l":_strftime_l,"DYNAMICTOP_PTR":DYNAMICTOP_PTR,"tempDoublePtr":tempDoublePtr,"ABORT":ABORT,"STACKTOP":STACKTOP,"STACK_MAX":STACK_MAX,"cttz_i8":cttz_i8};// EMSCRIPTEN_START_ASM
var asm=(/** @suppress {uselessCode} */ function(global,env,buffer) {
"use asm";var a=new global.Int8Array(buffer);var b=new global.Int16Array(buffer);var c=new global.Int32Array(buffer);var d=new global.Uint8Array(buffer);var e=new global.Uint16Array(buffer);var f=new global.Uint32Array(buffer);var g=new global.Float32Array(buffer);var h=new global.Float64Array(buffer);var i=env.DYNAMICTOP_PTR|0;var j=env.tempDoublePtr|0;var k=env.ABORT|0;var l=env.STACKTOP|0;var m=env.STACK_MAX|0;var n=env.cttz_i8|0;var o=0;var p=0;var q=0;var r=0;var s=global.NaN,t=global.Infinity;var u=0,v=0,w=0,x=0,y=0.0;var z=0;var A=global.Math.floor;var B=global.Math.abs;var C=global.Math.sqrt;var D=global.Math.pow;var E=global.Math.cos;var F=global.Math.sin;var G=global.Math.tan;var H=global.Math.acos;var I=global.Math.asin;var J=global.Math.atan;var K=global.Math.atan2;var L=global.Math.exp;var M=global.Math.log;var N=global.Math.ceil;var O=global.Math.imul;var P=global.Math.min;var Q=global.Math.max;var R=global.Math.clz32;var S=env.abort;var T=env.assert;var U=env.enlargeMemory;var V=env.getTotalMemory;var W=env.abortOnCannotGrowMemory;var X=env.invoke_ii;var Y=env.invoke_iii;var Z=env.invoke_iiii;var _=env.invoke_iiiii;var $=env.invoke_iiiiid;var aa=env.invoke_iiiiii;var ba=env.invoke_iiiiiid;var ca=env.invoke_iiiiiii;var da=env.invoke_iiiiiiii;var ea=env.invoke_iiiiiiiii;var fa=env.invoke_v;var ga=env.invoke_vi;var ha=env.invoke_vii;var ia=env.invoke_viii;var ja=env.invoke_viiii;var ka=env.invoke_viiiii;var la=env.invoke_viiiiii;var ma=env.__ZSt18uncaught_exceptionv;var na=env.___assert_fail;var oa=env.___atomic_fetch_add_8;var pa=env.___atomic_load_8;var qa=env.___atomic_store_8;var ra=env.___buildEnvironment;var sa=env.___lock;var ta=env.___map_file;var ua=env.___setErrNo;var va=env.___syscall140;var wa=env.___syscall145;var xa=env.___syscall146;var ya=env.___syscall221;var za=env.___syscall5;var Aa=env.___syscall54;var Ba=env.___syscall6;var Ca=env.___syscall91;var Da=env.___unlock;var Ea=env.__addDays;var Fa=env.__arraySum;var Ga=env.__exit;var Ha=env.__isLeapYear;var Ia=env._abort;var Ja=env._clock_gettime;var Ka=env._emscripten_async_call;var La=env._emscripten_get_now;var Ma=env._emscripten_get_now_is_monotonic;var Na=env._emscripten_memcpy_big;var Oa=env._emscripten_set_main_loop;var Pa=env._emscripten_set_main_loop_timing;var Qa=env._exit;var Ra=env._getenv;var Sa=env._llvm_cttz_i64;var Ta=env._llvm_pow_f64;var Ua=env._pthread_attr_init;var Va=env._pthread_attr_setstacksize;var Wa=env._pthread_cond_destroy;var Xa=env._pthread_cond_signal;var Ya=env._pthread_cond_wait;var Za=env._pthread_create;var _a=env._pthread_join;var $a=env._pthread_mutex_destroy;var ab=env._strftime;var bb=env._strftime_l;var cb=0.0;
// EMSCRIPTEN_START_FUNCS
function Kh(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0;x=l;l=l+16|0;o=x;do if(a>>>0<245){k=a>>>0<11?16:a+11&-8;a=k>>>3;n=c[275764]|0;d=n>>>a;if(d&3|0){b=(d&1^1)+a|0;a=1103096+(b<<1<<2)|0;d=a+8|0;e=c[d>>2]|0;f=e+8|0;g=c[f>>2]|0;if((a|0)==(g|0))c[275764]=n&~(1<<b);else{c[g+12>>2]=a;c[d>>2]=g}w=b<<3;c[e+4>>2]=w|3;w=e+w+4|0;c[w>>2]=c[w>>2]|1;w=f;l=x;return w|0}m=c[275766]|0;if(k>>>0>m>>>0){if(d|0){b=2<<a;b=d<<a&(b|0-b);b=(b&0-b)+-1|0;h=b>>>12&16;b=b>>>h;d=b>>>5&8;b=b>>>d;f=b>>>2&4;b=b>>>f;a=b>>>1&2;b=b>>>a;e=b>>>1&1;e=(d|h|f|a|e)+(b>>>e)|0;b=1103096+(e<<1<<2)|0;a=b+8|0;f=c[a>>2]|0;h=f+8|0;d=c[h>>2]|0;if((b|0)==(d|0)){a=n&~(1<<e);c[275764]=a}else{c[d+12>>2]=b;c[a>>2]=d;a=n}g=(e<<3)-k|0;c[f+4>>2]=k|3;e=f+k|0;c[e+4>>2]=g|1;c[e+g>>2]=g;if(m|0){f=c[275769]|0;b=m>>>3;d=1103096+(b<<1<<2)|0;b=1<<b;if(!(a&b)){c[275764]=a|b;b=d;a=d+8|0}else{a=d+8|0;b=c[a>>2]|0}c[a>>2]=f;c[b+12>>2]=f;c[f+8>>2]=b;c[f+12>>2]=d}c[275766]=g;c[275769]=e;w=h;l=x;return w|0}i=c[275765]|0;if(i){d=(i&0-i)+-1|0;h=d>>>12&16;d=d>>>h;g=d>>>5&8;d=d>>>g;j=d>>>2&4;d=d>>>j;e=d>>>1&2;d=d>>>e;a=d>>>1&1;a=c[1103360+((g|h|j|e|a)+(d>>>a)<<2)>>2]|0;d=(c[a+4>>2]&-8)-k|0;e=c[a+16+(((c[a+16>>2]|0)==0&1)<<2)>>2]|0;if(!e){j=a;g=d}else{do{h=(c[e+4>>2]&-8)-k|0;j=h>>>0<d>>>0;d=j?h:d;a=j?e:a;e=c[e+16+(((c[e+16>>2]|0)==0&1)<<2)>>2]|0}while((e|0)!=0);j=a;g=d}h=j+k|0;if(j>>>0<h>>>0){f=c[j+24>>2]|0;b=c[j+12>>2]|0;do if((b|0)==(j|0)){a=j+20|0;b=c[a>>2]|0;if(!b){a=j+16|0;b=c[a>>2]|0;if(!b){d=0;break}}while(1){d=b+20|0;e=c[d>>2]|0;if(e|0){b=e;a=d;continue}d=b+16|0;e=c[d>>2]|0;if(!e)break;else{b=e;a=d}}c[a>>2]=0;d=b}else{d=c[j+8>>2]|0;c[d+12>>2]=b;c[b+8>>2]=d;d=b}while(0);do if(f|0){b=c[j+28>>2]|0;a=1103360+(b<<2)|0;if((j|0)==(c[a>>2]|0)){c[a>>2]=d;if(!d){c[275765]=i&~(1<<b);break}}else{c[f+16+(((c[f+16>>2]|0)!=(j|0)&1)<<2)>>2]=d;if(!d)break}c[d+24>>2]=f;b=c[j+16>>2]|0;if(b|0){c[d+16>>2]=b;c[b+24>>2]=d}b=c[j+20>>2]|0;if(b|0){c[d+20>>2]=b;c[b+24>>2]=d}}while(0);if(g>>>0<16){w=g+k|0;c[j+4>>2]=w|3;w=j+w+4|0;c[w>>2]=c[w>>2]|1}else{c[j+4>>2]=k|3;c[h+4>>2]=g|1;c[h+g>>2]=g;if(m|0){e=c[275769]|0;b=m>>>3;d=1103096+(b<<1<<2)|0;b=1<<b;if(!(n&b)){c[275764]=n|b;b=d;a=d+8|0}else{a=d+8|0;b=c[a>>2]|0}c[a>>2]=e;c[b+12>>2]=e;c[e+8>>2]=b;c[e+12>>2]=d}c[275766]=g;c[275769]=h}w=j+8|0;l=x;return w|0}else n=k}else n=k}else n=k}else if(a>>>0<=4294967231){a=a+11|0;k=a&-8;j=c[275765]|0;if(j){e=0-k|0;a=a>>>8;if(a)if(k>>>0>16777215)i=31;else{n=(a+1048320|0)>>>16&8;v=a<<n;m=(v+520192|0)>>>16&4;v=v<<m;i=(v+245760|0)>>>16&2;i=14-(m|n|i)+(v<<i>>>15)|0;i=k>>>(i+7|0)&1|i<<1}else i=0;d=c[1103360+(i<<2)>>2]|0;a:do if(!d){d=0;a=0;v=57}else{a=0;h=k<<((i|0)==31?0:25-(i>>>1)|0);g=0;while(1){f=(c[d+4>>2]&-8)-k|0;if(f>>>0<e>>>0)if(!f){a=d;e=0;f=d;v=61;break a}else{a=d;e=f}f=c[d+20>>2]|0;d=c[d+16+(h>>>31<<2)>>2]|0;g=(f|0)==0|(f|0)==(d|0)?g:f;f=(d|0)==0;if(f){d=g;v=57;break}else h=h<<((f^1)&1)}}while(0);if((v|0)==57){if((d|0)==0&(a|0)==0){a=2<<i;a=j&(a|0-a);if(!a){n=k;break}n=(a&0-a)+-1|0;h=n>>>12&16;n=n>>>h;g=n>>>5&8;n=n>>>g;i=n>>>2&4;n=n>>>i;m=n>>>1&2;n=n>>>m;d=n>>>1&1;a=0;d=c[1103360+((g|h|i|m|d)+(n>>>d)<<2)>>2]|0}if(!d){i=a;h=e}else{f=d;v=61}}if((v|0)==61)while(1){v=0;d=(c[f+4>>2]&-8)-k|0;n=d>>>0<e>>>0;d=n?d:e;a=n?f:a;f=c[f+16+(((c[f+16>>2]|0)==0&1)<<2)>>2]|0;if(!f){i=a;h=d;break}else{e=d;v=61}}if((i|0)!=0?h>>>0<((c[275766]|0)-k|0)>>>0:0){g=i+k|0;if(i>>>0>=g>>>0){w=0;l=x;return w|0}f=c[i+24>>2]|0;b=c[i+12>>2]|0;do if((b|0)==(i|0)){a=i+20|0;b=c[a>>2]|0;if(!b){a=i+16|0;b=c[a>>2]|0;if(!b){b=0;break}}while(1){d=b+20|0;e=c[d>>2]|0;if(e|0){b=e;a=d;continue}d=b+16|0;e=c[d>>2]|0;if(!e)break;else{b=e;a=d}}c[a>>2]=0}else{w=c[i+8>>2]|0;c[w+12>>2]=b;c[b+8>>2]=w}while(0);do if(f){a=c[i+28>>2]|0;d=1103360+(a<<2)|0;if((i|0)==(c[d>>2]|0)){c[d>>2]=b;if(!b){e=j&~(1<<a);c[275765]=e;break}}else{c[f+16+(((c[f+16>>2]|0)!=(i|0)&1)<<2)>>2]=b;if(!b){e=j;break}}c[b+24>>2]=f;a=c[i+16>>2]|0;if(a|0){c[b+16>>2]=a;c[a+24>>2]=b}a=c[i+20>>2]|0;if(a){c[b+20>>2]=a;c[a+24>>2]=b;e=j}else e=j}else e=j;while(0);do if(h>>>0>=16){c[i+4>>2]=k|3;c[g+4>>2]=h|1;c[g+h>>2]=h;b=h>>>3;if(h>>>0<256){d=1103096+(b<<1<<2)|0;a=c[275764]|0;b=1<<b;if(!(a&b)){c[275764]=a|b;b=d;a=d+8|0}else{a=d+8|0;b=c[a>>2]|0}c[a>>2]=g;c[b+12>>2]=g;c[g+8>>2]=b;c[g+12>>2]=d;break}b=h>>>8;if(b)if(h>>>0>16777215)b=31;else{v=(b+1048320|0)>>>16&8;w=b<<v;u=(w+520192|0)>>>16&4;w=w<<u;b=(w+245760|0)>>>16&2;b=14-(u|v|b)+(w<<b>>>15)|0;b=h>>>(b+7|0)&1|b<<1}else b=0;d=1103360+(b<<2)|0;c[g+28>>2]=b;a=g+16|0;c[a+4>>2]=0;c[a>>2]=0;a=1<<b;if(!(e&a)){c[275765]=e|a;c[d>>2]=g;c[g+24>>2]=d;c[g+12>>2]=g;c[g+8>>2]=g;break}a=h<<((b|0)==31?0:25-(b>>>1)|0);d=c[d>>2]|0;while(1){if((c[d+4>>2]&-8|0)==(h|0)){v=97;break}e=d+16+(a>>>31<<2)|0;b=c[e>>2]|0;if(!b){v=96;break}else{a=a<<1;d=b}}if((v|0)==96){c[e>>2]=g;c[g+24>>2]=d;c[g+12>>2]=g;c[g+8>>2]=g;break}else if((v|0)==97){v=d+8|0;w=c[v>>2]|0;c[w+12>>2]=g;c[v>>2]=g;c[g+8>>2]=w;c[g+12>>2]=d;c[g+24>>2]=0;break}}else{w=h+k|0;c[i+4>>2]=w|3;w=i+w+4|0;c[w>>2]=c[w>>2]|1}while(0);w=i+8|0;l=x;return w|0}else n=k}else n=k}else n=-1;while(0);d=c[275766]|0;if(d>>>0>=n>>>0){b=d-n|0;a=c[275769]|0;if(b>>>0>15){w=a+n|0;c[275769]=w;c[275766]=b;c[w+4>>2]=b|1;c[w+b>>2]=b;c[a+4>>2]=n|3}else{c[275766]=0;c[275769]=0;c[a+4>>2]=d|3;w=a+d+4|0;c[w>>2]=c[w>>2]|1}w=a+8|0;l=x;return w|0}h=c[275767]|0;if(h>>>0>n>>>0){u=h-n|0;c[275767]=u;w=c[275770]|0;v=w+n|0;c[275770]=v;c[v+4>>2]=u|1;c[w+4>>2]=n|3;w=w+8|0;l=x;return w|0}if(!(c[275882]|0)){c[275884]=4096;c[275883]=4096;c[275885]=-1;c[275886]=-1;c[275887]=0;c[275875]=0;a=o&-16^1431655768;c[o>>2]=a;c[275882]=a;a=4096}else a=c[275884]|0;i=n+48|0;j=n+47|0;g=a+j|0;f=0-a|0;k=g&f;if(k>>>0<=n>>>0){w=0;l=x;return w|0}a=c[275874]|0;if(a|0?(m=c[275872]|0,o=m+k|0,o>>>0<=m>>>0|o>>>0>a>>>0):0){w=0;l=x;return w|0}b:do if(!(c[275875]&4)){d=c[275770]|0;c:do if(d){e=1103504;while(1){a=c[e>>2]|0;if(a>>>0<=d>>>0?(r=e+4|0,(a+(c[r>>2]|0)|0)>>>0>d>>>0):0)break;a=c[e+8>>2]|0;if(!a){v=118;break c}else e=a}b=g-h&f;if(b>>>0<2147483647){a=ux(b|0)|0;if((a|0)==((c[e>>2]|0)+(c[r>>2]|0)|0)){if((a|0)!=(-1|0)){h=b;g=a;v=135;break b}}else{e=a;v=126}}else b=0}else v=118;while(0);do if((v|0)==118){d=ux(0)|0;if((d|0)!=(-1|0)?(b=d,p=c[275883]|0,q=p+-1|0,b=((q&b|0)==0?0:(q+b&0-p)-b|0)+k|0,p=c[275872]|0,q=b+p|0,b>>>0>n>>>0&b>>>0<2147483647):0){r=c[275874]|0;if(r|0?q>>>0<=p>>>0|q>>>0>r>>>0:0){b=0;break}a=ux(b|0)|0;if((a|0)==(d|0)){h=b;g=d;v=135;break b}else{e=a;v=126}}else b=0}while(0);do if((v|0)==126){d=0-b|0;if(!(i>>>0>b>>>0&(b>>>0<2147483647&(e|0)!=(-1|0))))if((e|0)==(-1|0)){b=0;break}else{h=b;g=e;v=135;break b}a=c[275884]|0;a=j-b+a&0-a;if(a>>>0>=2147483647){h=b;g=e;v=135;break b}if((ux(a|0)|0)==(-1|0)){ux(d|0)|0;b=0;break}else{h=a+b|0;g=e;v=135;break b}}while(0);c[275875]=c[275875]|4;v=133}else{b=0;v=133}while(0);if(((v|0)==133?k>>>0<2147483647:0)?(u=ux(k|0)|0,r=ux(0)|0,s=r-u|0,t=s>>>0>(n+40|0)>>>0,!((u|0)==(-1|0)|t^1|u>>>0<r>>>0&((u|0)!=(-1|0)&(r|0)!=(-1|0))^1)):0){h=t?s:b;g=u;v=135}if((v|0)==135){b=(c[275872]|0)+h|0;c[275872]=b;if(b>>>0>(c[275873]|0)>>>0)c[275873]=b;j=c[275770]|0;do if(j){b=1103504;while(1){a=c[b>>2]|0;d=b+4|0;e=c[d>>2]|0;if((g|0)==(a+e|0)){v=145;break}f=c[b+8>>2]|0;if(!f)break;else b=f}if(((v|0)==145?(c[b+12>>2]&8|0)==0:0)?j>>>0<g>>>0&j>>>0>=a>>>0:0){c[d>>2]=e+h;w=j+8|0;w=(w&7|0)==0?0:0-w&7;v=j+w|0;w=(c[275767]|0)+(h-w)|0;c[275770]=v;c[275767]=w;c[v+4>>2]=w|1;c[v+w+4>>2]=40;c[275771]=c[275886];break}if(g>>>0<(c[275768]|0)>>>0)c[275768]=g;d=g+h|0;b=1103504;while(1){if((c[b>>2]|0)==(d|0)){v=153;break}a=c[b+8>>2]|0;if(!a)break;else b=a}if((v|0)==153?(c[b+12>>2]&8|0)==0:0){c[b>>2]=g;m=b+4|0;c[m>>2]=(c[m>>2]|0)+h;m=g+8|0;m=g+((m&7|0)==0?0:0-m&7)|0;b=d+8|0;b=d+((b&7|0)==0?0:0-b&7)|0;k=m+n|0;i=b-m-n|0;c[m+4>>2]=n|3;do if((b|0)!=(j|0)){if((b|0)==(c[275769]|0)){w=(c[275766]|0)+i|0;c[275766]=w;c[275769]=k;c[k+4>>2]=w|1;c[k+w>>2]=w;break}a=c[b+4>>2]|0;if((a&3|0)==1){h=a&-8;e=a>>>3;d:do if(a>>>0<256){a=c[b+8>>2]|0;d=c[b+12>>2]|0;if((d|0)==(a|0)){c[275764]=c[275764]&~(1<<e);break}else{c[a+12>>2]=d;c[d+8>>2]=a;break}}else{g=c[b+24>>2]|0;a=c[b+12>>2]|0;do if((a|0)==(b|0)){e=b+16|0;d=e+4|0;a=c[d>>2]|0;if(!a){a=c[e>>2]|0;if(!a){a=0;break}else d=e}while(1){e=a+20|0;f=c[e>>2]|0;if(f|0){a=f;d=e;continue}e=a+16|0;f=c[e>>2]|0;if(!f)break;else{a=f;d=e}}c[d>>2]=0}else{w=c[b+8>>2]|0;c[w+12>>2]=a;c[a+8>>2]=w}while(0);if(!g)break;d=c[b+28>>2]|0;e=1103360+(d<<2)|0;do if((b|0)!=(c[e>>2]|0)){c[g+16+(((c[g+16>>2]|0)!=(b|0)&1)<<2)>>2]=a;if(!a)break d}else{c[e>>2]=a;if(a|0)break;c[275765]=c[275765]&~(1<<d);break d}while(0);c[a+24>>2]=g;d=b+16|0;e=c[d>>2]|0;if(e|0){c[a+16>>2]=e;c[e+24>>2]=a}d=c[d+4>>2]|0;if(!d)break;c[a+20>>2]=d;c[d+24>>2]=a}while(0);b=b+h|0;f=h+i|0}else f=i;b=b+4|0;c[b>>2]=c[b>>2]&-2;c[k+4>>2]=f|1;c[k+f>>2]=f;b=f>>>3;if(f>>>0<256){d=1103096+(b<<1<<2)|0;a=c[275764]|0;b=1<<b;if(!(a&b)){c[275764]=a|b;b=d;a=d+8|0}else{a=d+8|0;b=c[a>>2]|0}c[a>>2]=k;c[b+12>>2]=k;c[k+8>>2]=b;c[k+12>>2]=d;break}b=f>>>8;do if(!b)b=0;else{if(f>>>0>16777215){b=31;break}v=(b+1048320|0)>>>16&8;w=b<<v;u=(w+520192|0)>>>16&4;w=w<<u;b=(w+245760|0)>>>16&2;b=14-(u|v|b)+(w<<b>>>15)|0;b=f>>>(b+7|0)&1|b<<1}while(0);e=1103360+(b<<2)|0;c[k+28>>2]=b;a=k+16|0;c[a+4>>2]=0;c[a>>2]=0;a=c[275765]|0;d=1<<b;if(!(a&d)){c[275765]=a|d;c[e>>2]=k;c[k+24>>2]=e;c[k+12>>2]=k;c[k+8>>2]=k;break}a=f<<((b|0)==31?0:25-(b>>>1)|0);d=c[e>>2]|0;while(1){if((c[d+4>>2]&-8|0)==(f|0)){v=194;break}e=d+16+(a>>>31<<2)|0;b=c[e>>2]|0;if(!b){v=193;break}else{a=a<<1;d=b}}if((v|0)==193){c[e>>2]=k;c[k+24>>2]=d;c[k+12>>2]=k;c[k+8>>2]=k;break}else if((v|0)==194){v=d+8|0;w=c[v>>2]|0;c[w+12>>2]=k;c[v>>2]=k;c[k+8>>2]=w;c[k+12>>2]=d;c[k+24>>2]=0;break}}else{w=(c[275767]|0)+i|0;c[275767]=w;c[275770]=k;c[k+4>>2]=w|1}while(0);w=m+8|0;l=x;return w|0}b=1103504;while(1){a=c[b>>2]|0;if(a>>>0<=j>>>0?(w=a+(c[b+4>>2]|0)|0,w>>>0>j>>>0):0)break;b=c[b+8>>2]|0}f=w+-47|0;a=f+8|0;a=f+((a&7|0)==0?0:0-a&7)|0;f=j+16|0;a=a>>>0<f>>>0?j:a;b=a+8|0;d=g+8|0;d=(d&7|0)==0?0:0-d&7;v=g+d|0;d=h+-40-d|0;c[275770]=v;c[275767]=d;c[v+4>>2]=d|1;c[v+d+4>>2]=40;c[275771]=c[275886];d=a+4|0;c[d>>2]=27;c[b>>2]=c[275876];c[b+4>>2]=c[275877];c[b+8>>2]=c[275878];c[b+12>>2]=c[275879];c[275876]=g;c[275877]=h;c[275879]=0;c[275878]=b;b=a+24|0;do{v=b;b=b+4|0;c[b>>2]=7}while((v+8|0)>>>0<w>>>0);if((a|0)!=(j|0)){g=a-j|0;c[d>>2]=c[d>>2]&-2;c[j+4>>2]=g|1;c[a>>2]=g;b=g>>>3;if(g>>>0<256){d=1103096+(b<<1<<2)|0;a=c[275764]|0;b=1<<b;if(!(a&b)){c[275764]=a|b;b=d;a=d+8|0}else{a=d+8|0;b=c[a>>2]|0}c[a>>2]=j;c[b+12>>2]=j;c[j+8>>2]=b;c[j+12>>2]=d;break}b=g>>>8;if(b)if(g>>>0>16777215)d=31;else{v=(b+1048320|0)>>>16&8;w=b<<v;u=(w+520192|0)>>>16&4;w=w<<u;d=(w+245760|0)>>>16&2;d=14-(u|v|d)+(w<<d>>>15)|0;d=g>>>(d+7|0)&1|d<<1}else d=0;e=1103360+(d<<2)|0;c[j+28>>2]=d;c[j+20>>2]=0;c[f>>2]=0;b=c[275765]|0;a=1<<d;if(!(b&a)){c[275765]=b|a;c[e>>2]=j;c[j+24>>2]=e;c[j+12>>2]=j;c[j+8>>2]=j;break}a=g<<((d|0)==31?0:25-(d>>>1)|0);d=c[e>>2]|0;while(1){if((c[d+4>>2]&-8|0)==(g|0)){v=216;break}e=d+16+(a>>>31<<2)|0;b=c[e>>2]|0;if(!b){v=215;break}else{a=a<<1;d=b}}if((v|0)==215){c[e>>2]=j;c[j+24>>2]=d;c[j+12>>2]=j;c[j+8>>2]=j;break}else if((v|0)==216){v=d+8|0;w=c[v>>2]|0;c[w+12>>2]=j;c[v>>2]=j;c[j+8>>2]=w;c[j+12>>2]=d;c[j+24>>2]=0;break}}}else{w=c[275768]|0;if((w|0)==0|g>>>0<w>>>0)c[275768]=g;c[275876]=g;c[275877]=h;c[275879]=0;c[275773]=c[275882];c[275772]=-1;b=0;do{w=1103096+(b<<1<<2)|0;c[w+12>>2]=w;c[w+8>>2]=w;b=b+1|0}while((b|0)!=32);w=g+8|0;w=(w&7|0)==0?0:0-w&7;v=g+w|0;w=h+-40-w|0;c[275770]=v;c[275767]=w;c[v+4>>2]=w|1;c[v+w+4>>2]=40;c[275771]=c[275886]}while(0);b=c[275767]|0;if(b>>>0>n>>>0){u=b-n|0;c[275767]=u;w=c[275770]|0;v=w+n|0;c[275770]=v;c[v+4>>2]=u|1;c[w+4>>2]=n|3;w=w+8|0;l=x;return w|0}}c[(Th()|0)>>2]=12;w=0;l=x;return w|0}function Lh(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0;if(!a)return;d=a+-8|0;f=c[275768]|0;a=c[a+-4>>2]|0;b=a&-8;j=d+b|0;do if(!(a&1)){e=c[d>>2]|0;if(!(a&3))return;h=d+(0-e)|0;g=e+b|0;if(h>>>0<f>>>0)return;if((h|0)==(c[275769]|0)){a=j+4|0;b=c[a>>2]|0;if((b&3|0)!=3){i=h;b=g;break}c[275766]=g;c[a>>2]=b&-2;c[h+4>>2]=g|1;c[h+g>>2]=g;return}d=e>>>3;if(e>>>0<256){a=c[h+8>>2]|0;b=c[h+12>>2]|0;if((b|0)==(a|0)){c[275764]=c[275764]&~(1<<d);i=h;b=g;break}else{c[a+12>>2]=b;c[b+8>>2]=a;i=h;b=g;break}}f=c[h+24>>2]|0;a=c[h+12>>2]|0;do if((a|0)==(h|0)){d=h+16|0;b=d+4|0;a=c[b>>2]|0;if(!a){a=c[d>>2]|0;if(!a){a=0;break}else b=d}while(1){d=a+20|0;e=c[d>>2]|0;if(e|0){a=e;b=d;continue}d=a+16|0;e=c[d>>2]|0;if(!e)break;else{a=e;b=d}}c[b>>2]=0}else{i=c[h+8>>2]|0;c[i+12>>2]=a;c[a+8>>2]=i}while(0);if(f){b=c[h+28>>2]|0;d=1103360+(b<<2)|0;if((h|0)==(c[d>>2]|0)){c[d>>2]=a;if(!a){c[275765]=c[275765]&~(1<<b);i=h;b=g;break}}else{c[f+16+(((c[f+16>>2]|0)!=(h|0)&1)<<2)>>2]=a;if(!a){i=h;b=g;break}}c[a+24>>2]=f;b=h+16|0;d=c[b>>2]|0;if(d|0){c[a+16>>2]=d;c[d+24>>2]=a}b=c[b+4>>2]|0;if(b){c[a+20>>2]=b;c[b+24>>2]=a;i=h;b=g}else{i=h;b=g}}else{i=h;b=g}}else{i=d;h=d}while(0);if(h>>>0>=j>>>0)return;a=j+4|0;e=c[a>>2]|0;if(!(e&1))return;if(!(e&2)){a=c[275769]|0;if((j|0)==(c[275770]|0)){j=(c[275767]|0)+b|0;c[275767]=j;c[275770]=i;c[i+4>>2]=j|1;if((i|0)!=(a|0))return;c[275769]=0;c[275766]=0;return}if((j|0)==(a|0)){j=(c[275766]|0)+b|0;c[275766]=j;c[275769]=h;c[i+4>>2]=j|1;c[h+j>>2]=j;return}f=(e&-8)+b|0;d=e>>>3;do if(e>>>0<256){b=c[j+8>>2]|0;a=c[j+12>>2]|0;if((a|0)==(b|0)){c[275764]=c[275764]&~(1<<d);break}else{c[b+12>>2]=a;c[a+8>>2]=b;break}}else{g=c[j+24>>2]|0;a=c[j+12>>2]|0;do if((a|0)==(j|0)){d=j+16|0;b=d+4|0;a=c[b>>2]|0;if(!a){a=c[d>>2]|0;if(!a){d=0;break}else b=d}while(1){d=a+20|0;e=c[d>>2]|0;if(e|0){a=e;b=d;continue}d=a+16|0;e=c[d>>2]|0;if(!e)break;else{a=e;b=d}}c[b>>2]=0;d=a}else{d=c[j+8>>2]|0;c[d+12>>2]=a;c[a+8>>2]=d;d=a}while(0);if(g|0){a=c[j+28>>2]|0;b=1103360+(a<<2)|0;if((j|0)==(c[b>>2]|0)){c[b>>2]=d;if(!d){c[275765]=c[275765]&~(1<<a);break}}else{c[g+16+(((c[g+16>>2]|0)!=(j|0)&1)<<2)>>2]=d;if(!d)break}c[d+24>>2]=g;a=j+16|0;b=c[a>>2]|0;if(b|0){c[d+16>>2]=b;c[b+24>>2]=d}a=c[a+4>>2]|0;if(a|0){c[d+20>>2]=a;c[a+24>>2]=d}}}while(0);c[i+4>>2]=f|1;c[h+f>>2]=f;if((i|0)==(c[275769]|0)){c[275766]=f;return}}else{c[a>>2]=e&-2;c[i+4>>2]=b|1;c[h+b>>2]=b;f=b}a=f>>>3;if(f>>>0<256){d=1103096+(a<<1<<2)|0;b=c[275764]|0;a=1<<a;if(!(b&a)){c[275764]=b|a;a=d;b=d+8|0}else{b=d+8|0;a=c[b>>2]|0}c[b>>2]=i;c[a+12>>2]=i;c[i+8>>2]=a;c[i+12>>2]=d;return}a=f>>>8;if(a)if(f>>>0>16777215)a=31;else{h=(a+1048320|0)>>>16&8;j=a<<h;g=(j+520192|0)>>>16&4;j=j<<g;a=(j+245760|0)>>>16&2;a=14-(g|h|a)+(j<<a>>>15)|0;a=f>>>(a+7|0)&1|a<<1}else a=0;e=1103360+(a<<2)|0;c[i+28>>2]=a;c[i+20>>2]=0;c[i+16>>2]=0;b=c[275765]|0;d=1<<a;do if(b&d){b=f<<((a|0)==31?0:25-(a>>>1)|0);d=c[e>>2]|0;while(1){if((c[d+4>>2]&-8|0)==(f|0)){a=73;break}e=d+16+(b>>>31<<2)|0;a=c[e>>2]|0;if(!a){a=72;break}else{b=b<<1;d=a}}if((a|0)==72){c[e>>2]=i;c[i+24>>2]=d;c[i+12>>2]=i;c[i+8>>2]=i;break}else if((a|0)==73){h=d+8|0;j=c[h>>2]|0;c[j+12>>2]=i;c[h>>2]=i;c[i+8>>2]=j;c[i+12>>2]=d;c[i+24>>2]=0;break}}else{c[275765]=b|d;c[e>>2]=i;c[i+24>>2]=e;c[i+12>>2]=i;c[i+8>>2]=i}while(0);j=(c[275772]|0)+-1|0;c[275772]=j;if(!j)a=1103512;else return;while(1){a=c[a>>2]|0;if(!a)break;else a=a+8|0}c[275772]=-1;return}function Mh(a,b){a=a|0;b=b|0;var d=0,e=0;if(!a){b=Kh(b)|0;return b|0}if(b>>>0>4294967231){c[(Th()|0)>>2]=12;b=0;return b|0}d=Nh(a+-8|0,b>>>0<11?16:b+11&-8)|0;if(d|0){b=d+8|0;return b|0}d=Kh(b)|0;if(!d){b=0;return b|0}e=c[a+-4>>2]|0;e=(e&-8)-((e&3|0)==0?8:4)|0;nx(d|0,a|0,(e>>>0<b>>>0?e:b)|0)|0;Lh(a);b=d;return b|0}function Nh(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;m=a+4|0;l=c[m>>2]|0;d=l&-8;i=a+d|0;if(!(l&3)){if(b>>>0<256){a=0;return a|0}if(d>>>0>=(b+4|0)>>>0?(d-b|0)>>>0<=c[275884]<<1>>>0:0)return a|0;a=0;return a|0}if(d>>>0>=b>>>0){d=d-b|0;if(d>>>0<=15)return a|0;k=a+b|0;c[m>>2]=l&1|b|2;c[k+4>>2]=d|3;m=k+d+4|0;c[m>>2]=c[m>>2]|1;Oh(k,d);return a|0}if((i|0)==(c[275770]|0)){k=(c[275767]|0)+d|0;d=k-b|0;e=a+b|0;if(k>>>0<=b>>>0){a=0;return a|0}c[m>>2]=l&1|b|2;c[e+4>>2]=d|1;c[275770]=e;c[275767]=d;return a|0}if((i|0)==(c[275769]|0)){f=(c[275766]|0)+d|0;if(f>>>0<b>>>0){a=0;return a|0}d=f-b|0;e=l&1;if(d>>>0>15){l=a+b|0;k=l+d|0;c[m>>2]=e|b|2;c[l+4>>2]=d|1;c[k>>2]=d;e=k+4|0;c[e>>2]=c[e>>2]&-2;e=l}else{c[m>>2]=e|f|2;e=a+f+4|0;c[e>>2]=c[e>>2]|1;e=0;d=0}c[275766]=d;c[275769]=e;return a|0}e=c[i+4>>2]|0;if(e&2|0){a=0;return a|0}j=(e&-8)+d|0;if(j>>>0<b>>>0){a=0;return a|0}k=j-b|0;f=e>>>3;do if(e>>>0<256){e=c[i+8>>2]|0;d=c[i+12>>2]|0;if((d|0)==(e|0)){c[275764]=c[275764]&~(1<<f);break}else{c[e+12>>2]=d;c[d+8>>2]=e;break}}else{h=c[i+24>>2]|0;d=c[i+12>>2]|0;do if((d|0)==(i|0)){f=i+16|0;e=f+4|0;d=c[e>>2]|0;if(!d){d=c[f>>2]|0;if(!d){f=0;break}else g=f}else g=e;while(1){f=d+20|0;e=c[f>>2]|0;if(e|0){d=e;g=f;continue}e=d+16|0;f=c[e>>2]|0;if(!f)break;else{d=f;g=e}}c[g>>2]=0;f=d}else{f=c[i+8>>2]|0;c[f+12>>2]=d;c[d+8>>2]=f;f=d}while(0);if(h|0){d=c[i+28>>2]|0;e=1103360+(d<<2)|0;if((i|0)==(c[e>>2]|0)){c[e>>2]=f;if(!f){c[275765]=c[275765]&~(1<<d);break}}else{c[h+16+(((c[h+16>>2]|0)!=(i|0)&1)<<2)>>2]=f;if(!f)break}c[f+24>>2]=h;d=i+16|0;e=c[d>>2]|0;if(e|0){c[f+16>>2]=e;c[e+24>>2]=f}d=c[d+4>>2]|0;if(d|0){c[f+20>>2]=d;c[d+24>>2]=f}}}while(0);d=l&1;if(k>>>0<16){c[m>>2]=j|d|2;m=a+j+4|0;c[m>>2]=c[m>>2]|1;return a|0}else{l=a+b|0;c[m>>2]=d|b|2;c[l+4>>2]=k|3;m=l+k+4|0;c[m>>2]=c[m>>2]|1;Oh(l,k);return a|0}return 0}function Oh(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;j=a+b|0;d=c[a+4>>2]|0;do if(!(d&1)){e=c[a>>2]|0;if(!(d&3))return;g=a+(0-e)|0;h=e+b|0;if((g|0)==(c[275769]|0)){a=j+4|0;d=c[a>>2]|0;if((d&3|0)!=3){i=g;d=h;break}c[275766]=h;c[a>>2]=d&-2;c[g+4>>2]=h|1;c[g+h>>2]=h;return}b=e>>>3;if(e>>>0<256){a=c[g+8>>2]|0;d=c[g+12>>2]|0;if((d|0)==(a|0)){c[275764]=c[275764]&~(1<<b);i=g;d=h;break}else{c[a+12>>2]=d;c[d+8>>2]=a;i=g;d=h;break}}f=c[g+24>>2]|0;a=c[g+12>>2]|0;do if((a|0)==(g|0)){b=g+16|0;d=b+4|0;a=c[d>>2]|0;if(!a){a=c[b>>2]|0;if(!a){a=0;break}else d=b}while(1){b=a+20|0;e=c[b>>2]|0;if(e|0){a=e;d=b;continue}b=a+16|0;e=c[b>>2]|0;if(!e)break;else{a=e;d=b}}c[d>>2]=0}else{i=c[g+8>>2]|0;c[i+12>>2]=a;c[a+8>>2]=i}while(0);if(f){d=c[g+28>>2]|0;b=1103360+(d<<2)|0;if((g|0)==(c[b>>2]|0)){c[b>>2]=a;if(!a){c[275765]=c[275765]&~(1<<d);i=g;d=h;break}}else{c[f+16+(((c[f+16>>2]|0)!=(g|0)&1)<<2)>>2]=a;if(!a){i=g;d=h;break}}c[a+24>>2]=f;d=g+16|0;b=c[d>>2]|0;if(b|0){c[a+16>>2]=b;c[b+24>>2]=a}d=c[d+4>>2]|0;if(d){c[a+20>>2]=d;c[d+24>>2]=a;i=g;d=h}else{i=g;d=h}}else{i=g;d=h}}else{i=a;d=b}while(0);a=j+4|0;e=c[a>>2]|0;if(!(e&2)){a=c[275769]|0;if((j|0)==(c[275770]|0)){j=(c[275767]|0)+d|0;c[275767]=j;c[275770]=i;c[i+4>>2]=j|1;if((i|0)!=(a|0))return;c[275769]=0;c[275766]=0;return}if((j|0)==(a|0)){j=(c[275766]|0)+d|0;c[275766]=j;c[275769]=i;c[i+4>>2]=j|1;c[i+j>>2]=j;return}g=(e&-8)+d|0;b=e>>>3;do if(e>>>0<256){d=c[j+8>>2]|0;a=c[j+12>>2]|0;if((a|0)==(d|0)){c[275764]=c[275764]&~(1<<b);break}else{c[d+12>>2]=a;c[a+8>>2]=d;break}}else{f=c[j+24>>2]|0;a=c[j+12>>2]|0;do if((a|0)==(j|0)){b=j+16|0;d=b+4|0;a=c[d>>2]|0;if(!a){a=c[b>>2]|0;if(!a){b=0;break}else d=b}while(1){b=a+20|0;e=c[b>>2]|0;if(e|0){a=e;d=b;continue}b=a+16|0;e=c[b>>2]|0;if(!e)break;else{a=e;d=b}}c[d>>2]=0;b=a}else{b=c[j+8>>2]|0;c[b+12>>2]=a;c[a+8>>2]=b;b=a}while(0);if(f|0){a=c[j+28>>2]|0;d=1103360+(a<<2)|0;if((j|0)==(c[d>>2]|0)){c[d>>2]=b;if(!b){c[275765]=c[275765]&~(1<<a);break}}else{c[f+16+(((c[f+16>>2]|0)!=(j|0)&1)<<2)>>2]=b;if(!b)break}c[b+24>>2]=f;a=j+16|0;d=c[a>>2]|0;if(d|0){c[b+16>>2]=d;c[d+24>>2]=b}a=c[a+4>>2]|0;if(a|0){c[b+20>>2]=a;c[a+24>>2]=b}}}while(0);c[i+4>>2]=g|1;c[i+g>>2]=g;if((i|0)==(c[275769]|0)){c[275766]=g;return}else d=g}else{c[a>>2]=e&-2;c[i+4>>2]=d|1;c[i+d>>2]=d}a=d>>>3;if(d>>>0<256){b=1103096+(a<<1<<2)|0;d=c[275764]|0;a=1<<a;if(!(d&a)){c[275764]=d|a;a=b;d=b+8|0}else{d=b+8|0;a=c[d>>2]|0}c[d>>2]=i;c[a+12>>2]=i;c[i+8>>2]=a;c[i+12>>2]=b;return}a=d>>>8;if(a)if(d>>>0>16777215)a=31;else{h=(a+1048320|0)>>>16&8;j=a<<h;g=(j+520192|0)>>>16&4;j=j<<g;a=(j+245760|0)>>>16&2;a=14-(g|h|a)+(j<<a>>>15)|0;a=d>>>(a+7|0)&1|a<<1}else a=0;f=1103360+(a<<2)|0;c[i+28>>2]=a;c[i+20>>2]=0;c[i+16>>2]=0;b=c[275765]|0;e=1<<a;if(!(b&e)){c[275765]=b|e;c[f>>2]=i;c[i+24>>2]=f;c[i+12>>2]=i;c[i+8>>2]=i;return}b=d<<((a|0)==31?0:25-(a>>>1)|0);e=c[f>>2]|0;while(1){if((c[e+4>>2]&-8|0)==(d|0)){a=69;break}f=e+16+(b>>>31<<2)|0;a=c[f>>2]|0;if(!a){a=68;break}else{b=b<<1;e=a}}if((a|0)==68){c[f>>2]=i;c[i+24>>2]=e;c[i+12>>2]=i;c[i+8>>2]=i;return}else if((a|0)==69){h=e+8|0;j=c[h>>2]|0;c[j+12>>2]=i;c[h>>2]=i;c[i+8>>2]=j;c[i+12>>2]=e;c[i+24>>2]=0;return}}function Ph(a){a=a|0;var b=0,d=0;b=l;l=l+16|0;d=b;c[d>>2]=Vh(c[a+60>>2]|0)|0;a=Sh(Ba(6,d|0)|0)|0;l=b;return a|0}function Qh(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0;g=l;l=l+32|0;f=g;c[b+36>>2]=8;if((c[b>>2]&64|0)==0?(c[f>>2]=c[b+60>>2],c[f+4>>2]=21523,c[f+8>>2]=g+16,Aa(54,f|0)|0):0)a[b+75>>0]=-1;f=Uh(b,d,e)|0;l=g;return f|0}function Rh(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0;f=l;l=l+32|0;g=f;e=f+20|0;c[g>>2]=c[a+60>>2];c[g+4>>2]=0;c[g+8>>2]=b;c[g+12>>2]=e;c[g+16>>2]=d;if((Sh(va(140,g|0)|0)|0)<0){c[e>>2]=-1;a=-1}else a=c[e>>2]|0;l=f;return a|0}function Sh(a){a=a|0;if(a>>>0>4294963200){c[(Th()|0)>>2]=0-a;a=-1}return a|0}function Th(){return 1103640}function Uh(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;n=l;l=l+48|0;k=n+16|0;g=n;f=n+32|0;i=a+28|0;e=c[i>>2]|0;c[f>>2]=e;j=a+20|0;e=(c[j>>2]|0)-e|0;c[f+4>>2]=e;c[f+8>>2]=b;c[f+12>>2]=d;e=e+d|0;h=a+60|0;c[g>>2]=c[h>>2];c[g+4>>2]=f;c[g+8>>2]=2;g=Sh(xa(146,g|0)|0)|0;a:do if((e|0)!=(g|0)){b=2;while(1){if((g|0)<0)break;e=e-g|0;p=c[f+4>>2]|0;o=g>>>0>p>>>0;f=o?f+8|0:f;b=(o<<31>>31)+b|0;p=g-(o?p:0)|0;c[f>>2]=(c[f>>2]|0)+p;o=f+4|0;c[o>>2]=(c[o>>2]|0)-p;c[k>>2]=c[h>>2];c[k+4>>2]=f;c[k+8>>2]=b;g=Sh(xa(146,k|0)|0)|0;if((e|0)==(g|0)){m=3;break a}}c[a+16>>2]=0;c[i>>2]=0;c[j>>2]=0;c[a>>2]=c[a>>2]|32;if((b|0)==2)d=0;else d=d-(c[f+4>>2]|0)|0}else m=3;while(0);if((m|0)==3){p=c[a+44>>2]|0;c[a+16>>2]=p+(c[a+48>>2]|0);c[i>>2]=p;c[j>>2]=p}l=n;return d|0}function Vh(a){a=a|0;return a|0}function Wh(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0;k=l;l=l+32|0;f=k;i=k+16|0;c[i>>2]=d;g=i+4|0;j=b+48|0;m=c[j>>2]|0;c[g>>2]=e-((m|0)!=0&1);h=b+44|0;c[i+8>>2]=c[h>>2];c[i+12>>2]=m;c[f>>2]=c[b+60>>2];c[f+4>>2]=i;c[f+8>>2]=2;f=Sh(wa(145,f|0)|0)|0;if((f|0)>=1){i=c[g>>2]|0;if(f>>>0>i>>>0){g=c[h>>2]|0;h=b+4|0;c[h>>2]=g;c[b+8>>2]=g+(f-i);if(!(c[j>>2]|0))f=e;else{c[h>>2]=g+1;a[d+(e+-1)>>0]=a[g>>0]|0;f=e}}}else c[b>>2]=c[b>>2]|f&48^16;l=k;return f|0}function Xh(b,c){b=b|0;c=c|0;var d=0,e=0;d=a[b>>0]|0;e=a[c>>0]|0;if(d<<24>>24==0?1:d<<24>>24!=e<<24>>24)b=e;else{do{b=b+1|0;c=c+1|0;d=a[b>>0]|0;e=a[c>>0]|0}while(!(d<<24>>24==0?1:d<<24>>24!=e<<24>>24));b=e}return (d&255)-(b&255)|0}function Yh(b,c,d){b=b|0;c=c|0;d=d|0;var e=0,f=0;a:do if(!d)b=0;else{while(1){e=a[b>>0]|0;f=a[c>>0]|0;if(e<<24>>24!=f<<24>>24)break;d=d+-1|0;if(!d){b=0;break a}else{b=b+1|0;c=c+1|0}}b=(e&255)-(f&255)|0}while(0);return b|0}function Zh(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0,n=0;n=l;l=l+128|0;g=n+124|0;m=n;h=m;i=28312;j=h+124|0;do{c[h>>2]=c[i>>2];h=h+4|0;i=i+4|0}while((h|0)<(j|0));if((d+-1|0)>>>0>2147483646)if(!d){b=g;d=1;k=4}else{c[(Th()|0)>>2]=75;d=-1}else k=4;if((k|0)==4){k=-2-b|0;k=d>>>0>k>>>0?k:d;c[m+48>>2]=k;g=m+20|0;c[g>>2]=b;c[m+44>>2]=b;d=b+k|0;b=m+16|0;c[b>>2]=d;c[m+28>>2]=d;d=_h(m,e,f)|0;if(k){m=c[g>>2]|0;a[m+(((m|0)==(c[b>>2]|0))<<31>>31)>>0]=0}}l=n;return d|0}function _h(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;s=l;l=l+224|0;n=s+120|0;o=s+80|0;q=s;r=s+136|0;f=o;g=f+40|0;do{c[f>>2]=0;f=f+4|0}while((f|0)<(g|0));c[n>>2]=c[e>>2];if(($h(0,d,n,q,o)|0)<0)e=-1;else{if((c[b+76>>2]|0)>-1)p=ai(b)|0;else p=0;e=c[b>>2]|0;m=e&32;if((a[b+74>>0]|0)<1)c[b>>2]=e&-33;f=b+48|0;if(!(c[f>>2]|0)){g=b+44|0;h=c[g>>2]|0;c[g>>2]=r;i=b+28|0;c[i>>2]=r;j=b+20|0;c[j>>2]=r;c[f>>2]=80;k=b+16|0;c[k>>2]=r+80;e=$h(b,d,n,q,o)|0;if(h){fb[c[b+36>>2]&31](b,0,0)|0;e=(c[j>>2]|0)==0?-1:e;c[g>>2]=h;c[f>>2]=0;c[k>>2]=0;c[i>>2]=0;c[j>>2]=0}}else e=$h(b,d,n,q,o)|0;f=c[b>>2]|0;c[b>>2]=f|m;if(p|0)bi(b);e=(f&32|0)==0?e:-1}l=s;return e|0}function $h(d,e,f,g,i){d=d|0;e=e|0;f=f|0;g=g|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0;H=l;l=l+64|0;D=H+16|0;E=H;B=H+24|0;F=H+8|0;G=H+20|0;c[D>>2]=e;x=(d|0)!=0;y=B+40|0;A=y;B=B+39|0;C=F+4|0;k=0;j=0;p=0;a:while(1){do if((j|0)>-1)if((k|0)>(2147483647-j|0)){c[(Th()|0)>>2]=75;j=-1;break}else{j=k+j|0;break}while(0);k=a[e>>0]|0;if(!(k<<24>>24)){w=87;break}else m=e;b:while(1){switch(k<<24>>24){case 37:{k=m;w=9;break b}case 0:{k=m;break b}default:{}}v=m+1|0;c[D>>2]=v;k=a[v>>0]|0;m=v}c:do if((w|0)==9)while(1){w=0;if((a[m+1>>0]|0)!=37)break c;k=k+1|0;m=m+2|0;c[D>>2]=m;if((a[m>>0]|0)==37)w=9;else break}while(0);k=k-e|0;if(x)ci(d,e,k);if(k|0){e=m;continue}n=m+1|0;k=(a[n>>0]|0)+-48|0;if(k>>>0<10){v=(a[m+2>>0]|0)==36;u=v?k:-1;p=v?1:p;n=v?m+3|0:n}else u=-1;c[D>>2]=n;k=a[n>>0]|0;m=(k<<24>>24)+-32|0;d:do if(m>>>0<32){o=0;q=k;while(1){k=1<<m;if(!(k&75913)){k=q;break d}o=k|o;n=n+1|0;c[D>>2]=n;k=a[n>>0]|0;m=(k<<24>>24)+-32|0;if(m>>>0>=32)break;else q=k}}else o=0;while(0);if(k<<24>>24==42){m=n+1|0;k=(a[m>>0]|0)+-48|0;if(k>>>0<10?(a[n+2>>0]|0)==36:0){c[i+(k<<2)>>2]=10;k=c[g+((a[m>>0]|0)+-48<<3)>>2]|0;p=1;n=n+3|0}else{if(p|0){j=-1;break}if(x){p=(c[f>>2]|0)+(4-1)&~(4-1);k=c[p>>2]|0;c[f>>2]=p+4;p=0;n=m}else{k=0;p=0;n=m}}c[D>>2]=n;v=(k|0)<0;k=v?0-k|0:k;o=v?o|8192:o}else{k=di(D)|0;if((k|0)<0){j=-1;break}n=c[D>>2]|0}do if((a[n>>0]|0)==46){if((a[n+1>>0]|0)!=42){c[D>>2]=n+1;m=di(D)|0;n=c[D>>2]|0;break}q=n+2|0;m=(a[q>>0]|0)+-48|0;if(m>>>0<10?(a[n+3>>0]|0)==36:0){c[i+(m<<2)>>2]=10;m=c[g+((a[q>>0]|0)+-48<<3)>>2]|0;n=n+4|0;c[D>>2]=n;break}if(p|0){j=-1;break a}if(x){v=(c[f>>2]|0)+(4-1)&~(4-1);m=c[v>>2]|0;c[f>>2]=v+4}else m=0;c[D>>2]=q;n=q}else m=-1;while(0);t=0;while(1){if(((a[n>>0]|0)+-65|0)>>>0>57){j=-1;break a}v=n+1|0;c[D>>2]=v;q=a[(a[n>>0]|0)+-65+(39677+(t*58|0))>>0]|0;r=q&255;if((r+-1|0)>>>0<8){t=r;n=v}else break}if(!(q<<24>>24)){j=-1;break}s=(u|0)>-1;do if(q<<24>>24==19)if(s){j=-1;break a}else w=49;else{if(s){c[i+(u<<2)>>2]=r;s=g+(u<<3)|0;u=c[s+4>>2]|0;w=E;c[w>>2]=c[s>>2];c[w+4>>2]=u;w=49;break}if(!x){j=0;break a}ei(E,r,f)}while(0);if((w|0)==49?(w=0,!x):0){k=0;e=v;continue}n=a[n>>0]|0;n=(t|0)!=0&(n&15|0)==3?n&-33:n;s=o&-65537;u=(o&8192|0)==0?o:s;e:do switch(n|0){case 110:switch((t&255)<<24>>24){case 0:{c[c[E>>2]>>2]=j;k=0;e=v;continue a}case 1:{c[c[E>>2]>>2]=j;k=0;e=v;continue a}case 2:{k=c[E>>2]|0;c[k>>2]=j;c[k+4>>2]=((j|0)<0)<<31>>31;k=0;e=v;continue a}case 3:{b[c[E>>2]>>1]=j;k=0;e=v;continue a}case 4:{a[c[E>>2]>>0]=j;k=0;e=v;continue a}case 6:{c[c[E>>2]>>2]=j;k=0;e=v;continue a}case 7:{k=c[E>>2]|0;c[k>>2]=j;c[k+4>>2]=((j|0)<0)<<31>>31;k=0;e=v;continue a}default:{k=0;e=v;continue a}}case 112:{n=120;m=m>>>0>8?m:8;e=u|8;w=61;break}case 88:case 120:{e=u;w=61;break}case 111:{n=E;e=c[n>>2]|0;n=c[n+4>>2]|0;r=gi(e,n,y)|0;s=A-r|0;o=0;q=40141;m=(u&8|0)==0|(m|0)>(s|0)?m:s+1|0;s=u;w=67;break}case 105:case 100:{n=E;e=c[n>>2]|0;n=c[n+4>>2]|0;if((n|0)<0){e=bx(0,0,e|0,n|0)|0;n=z;o=E;c[o>>2]=e;c[o+4>>2]=n;o=1;q=40141;w=66;break e}else{o=(u&2049|0)!=0&1;q=(u&2048|0)==0?((u&1|0)==0?40141:40143):40142;w=66;break e}}case 117:{n=E;o=0;q=40141;e=c[n>>2]|0;n=c[n+4>>2]|0;w=66;break}case 99:{a[B>>0]=c[E>>2];e=B;o=0;q=40141;r=y;n=1;m=s;break}case 109:{n=ii(c[(Th()|0)>>2]|0)|0;w=71;break}case 115:{n=c[E>>2]|0;n=n|0?n:40151;w=71;break}case 67:{c[F>>2]=c[E>>2];c[C>>2]=0;c[E>>2]=F;r=-1;n=F;w=75;break}case 83:{e=c[E>>2]|0;if(!m){ki(d,32,k,0,u);e=0;w=84}else{r=m;n=e;w=75}break}case 65:case 71:case 70:case 69:case 97:case 103:case 102:case 101:{k=mi(d,+h[E>>3],k,m,u,n)|0;e=v;continue a}default:{o=0;q=40141;r=y;n=m;m=u}}while(0);f:do if((w|0)==61){u=E;t=c[u>>2]|0;u=c[u+4>>2]|0;r=fi(t,u,y,n&32)|0;q=(e&8|0)==0|(t|0)==0&(u|0)==0;o=q?0:2;q=q?40141:40141+(n>>4)|0;s=e;e=t;n=u;w=67}else if((w|0)==66){r=hi(e,n,y)|0;s=u;w=67}else if((w|0)==71){w=0;u=ji(n,0,m)|0;t=(u|0)==0;e=n;o=0;q=40141;r=t?n+m|0:u;n=t?m:u-n|0;m=s}else if((w|0)==75){w=0;q=n;e=0;m=0;while(1){o=c[q>>2]|0;if(!o)break;m=li(G,o)|0;if((m|0)<0|m>>>0>(r-e|0)>>>0)break;e=m+e|0;if(r>>>0>e>>>0)q=q+4|0;else break}if((m|0)<0){j=-1;break a}ki(d,32,k,e,u);if(!e){e=0;w=84}else{o=0;while(1){m=c[n>>2]|0;if(!m){w=84;break f}m=li(G,m)|0;o=m+o|0;if((o|0)>(e|0)){w=84;break f}ci(d,G,m);if(o>>>0>=e>>>0){w=84;break}else n=n+4|0}}}while(0);if((w|0)==67){w=0;n=(e|0)!=0|(n|0)!=0;u=(m|0)!=0|n;n=((n^1)&1)+(A-r)|0;e=u?r:y;r=y;n=u?((m|0)>(n|0)?m:n):m;m=(m|0)>-1?s&-65537:s}else if((w|0)==84){w=0;ki(d,32,k,e,u^8192);k=(k|0)>(e|0)?k:e;e=v;continue}t=r-e|0;s=(n|0)<(t|0)?t:n;u=s+o|0;k=(k|0)<(u|0)?u:k;ki(d,32,k,u,m);ci(d,q,o);ki(d,48,k,u,m^65536);ki(d,48,s,t,0);ci(d,e,t);ki(d,32,k,u,m^8192);e=v}g:do if((w|0)==87)if(!d)if(!p)j=0;else{j=1;while(1){e=c[i+(j<<2)>>2]|0;if(!e)break;ei(g+(j<<3)|0,e,f);j=j+1|0;if((j|0)>=10){j=1;break g}}while(1){if(c[i+(j<<2)>>2]|0){j=-1;break g}j=j+1|0;if((j|0)>=10){j=1;break}}}while(0);l=H;return j|0}function ai(a){a=a|0;return 0}function bi(a){a=a|0;return}function ci(a,b,d){a=a|0;b=b|0;d=d|0;if(!(c[a>>2]&32))zi(b,d,a)|0;return}function di(b){b=b|0;var d=0,e=0,f=0;e=c[b>>2]|0;f=(a[e>>0]|0)+-48|0;if(f>>>0<10){d=0;do{d=f+(d*10|0)|0;e=e+1|0;c[b>>2]=e;f=(a[e>>0]|0)+-48|0}while(f>>>0<10)}else d=0;return d|0}function ei(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0.0;a:do if(b>>>0<=20)do switch(b|0){case 9:{e=(c[d>>2]|0)+(4-1)&~(4-1);b=c[e>>2]|0;c[d>>2]=e+4;c[a>>2]=b;break a}case 10:{e=(c[d>>2]|0)+(4-1)&~(4-1);b=c[e>>2]|0;c[d>>2]=e+4;e=a;c[e>>2]=b;c[e+4>>2]=((b|0)<0)<<31>>31;break a}case 11:{e=(c[d>>2]|0)+(4-1)&~(4-1);b=c[e>>2]|0;c[d>>2]=e+4;e=a;c[e>>2]=b;c[e+4>>2]=0;break a}case 12:{e=(c[d>>2]|0)+(8-1)&~(8-1);b=e;f=c[b>>2]|0;b=c[b+4>>2]|0;c[d>>2]=e+8;e=a;c[e>>2]=f;c[e+4>>2]=b;break a}case 13:{f=(c[d>>2]|0)+(4-1)&~(4-1);e=c[f>>2]|0;c[d>>2]=f+4;e=(e&65535)<<16>>16;f=a;c[f>>2]=e;c[f+4>>2]=((e|0)<0)<<31>>31;break a}case 14:{f=(c[d>>2]|0)+(4-1)&~(4-1);e=c[f>>2]|0;c[d>>2]=f+4;f=a;c[f>>2]=e&65535;c[f+4>>2]=0;break a}case 15:{f=(c[d>>2]|0)+(4-1)&~(4-1);e=c[f>>2]|0;c[d>>2]=f+4;e=(e&255)<<24>>24;f=a;c[f>>2]=e;c[f+4>>2]=((e|0)<0)<<31>>31;break a}case 16:{f=(c[d>>2]|0)+(4-1)&~(4-1);e=c[f>>2]|0;c[d>>2]=f+4;f=a;c[f>>2]=e&255;c[f+4>>2]=0;break a}case 17:{f=(c[d>>2]|0)+(8-1)&~(8-1);g=+h[f>>3];c[d>>2]=f+8;h[a>>3]=g;break a}case 18:{f=(c[d>>2]|0)+(8-1)&~(8-1);g=+h[f>>3];c[d>>2]=f+8;h[a>>3]=g;break a}default:break a}while(0);while(0);return}function fi(b,c,e,f){b=b|0;c=c|0;e=e|0;f=f|0;if(!((b|0)==0&(c|0)==0))do{e=e+-1|0;a[e>>0]=d[40189+(b&15)>>0]|0|f;b=jx(b|0,c|0,4)|0;c=z}while(!((b|0)==0&(c|0)==0));return e|0}function gi(b,c,d){b=b|0;c=c|0;d=d|0;if(!((b|0)==0&(c|0)==0))do{d=d+-1|0;a[d>>0]=b&7|48;b=jx(b|0,c|0,3)|0;c=z}while(!((b|0)==0&(c|0)==0));return d|0}function hi(b,c,d){b=b|0;c=c|0;d=d|0;var 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ki(a,b,c,d,e){a=a|0;b=b|0;c=c|0;d=d|0;e=e|0;var f=0,g=0;g=l;l=l+256|0;f=g;if((c|0)>(d|0)&(e&73728|0)==0){e=c-d|0;px(f|0,b|0,(e>>>0<256?e:256)|0)|0;if(e>>>0>255){b=c-d|0;do{ci(a,f,256);e=e+-256|0}while(e>>>0>255);e=b&255}ci(a,f,e)}l=g;return}function li(a,b){a=a|0;b=b|0;if(!a)a=0;else a=qi(a,b,0)|0;return a|0}function mi(b,e,f,g,h,i){b=b|0;e=+e;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0.0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0;H=l;l=l+560|0;m=H+8|0;u=H;G=H+524|0;F=G;n=H+512|0;c[u>>2]=0;E=n+12|0;ni(e)|0;if((z|0)<0){e=-e;C=1;B=40158}else{C=(h&2049|0)!=0&1;B=(h&2048|0)==0?((h&1|0)==0?40159:40164):40161}ni(e)|0;D=z&2146435072;do if(D>>>0<2146435072|(D|0)==2146435072&0<0){r=+oi(e,u)*2.0;j=r!=0.0;if(j)c[u>>2]=(c[u>>2]|0)+-1;w=i|32;if((w|0)==97){s=i&32;q=(s|0)==0?B:B+9|0;p=C|2;j=12-g|0;do if(!(g>>>0>11|(j|0)==0)){e=8.0;do{j=j+-1|0;e=e*16.0}while((j|0)!=0);if((a[q>>0]|0)==45){e=-(e+(-r-e));break}else{e=r+e-e;break}}else 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f=0;while(0);return f|0}function yi(a,b){a=a|0;b=b|0;var c=0;c=lx(a|0)|0;return ((b|0)==0?a:c)|0}function zi(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0;f=e+16|0;g=c[f>>2]|0;if(!g)if(!(Ai(e)|0)){g=c[f>>2]|0;h=5}else f=0;else h=5;a:do if((h|0)==5){j=e+20|0;i=c[j>>2]|0;f=i;if((g-i|0)>>>0<d>>>0){f=fb[c[e+36>>2]&31](e,b,d)|0;break}b:do if((a[e+75>>0]|0)>-1){i=d;while(1){if(!i){h=0;g=b;break b}g=i+-1|0;if((a[b+g>>0]|0)==10)break;else i=g}f=fb[c[e+36>>2]&31](e,b,i)|0;if(f>>>0<i>>>0)break a;h=i;g=b+i|0;d=d-i|0;f=c[j>>2]|0}else{h=0;g=b}while(0);nx(f|0,g|0,d|0)|0;c[j>>2]=(c[j>>2]|0)+d;f=h+d|0}while(0);return f|0}function Ai(b){b=b|0;var d=0,e=0;d=b+74|0;e=a[d>>0]|0;a[d>>0]=e+255|e;d=c[b>>2]|0;if(!(d&8)){c[b+8>>2]=0;c[b+4>>2]=0;e=c[b+44>>2]|0;c[b+28>>2]=e;c[b+20>>2]=e;c[b+16>>2]=e+(c[b+48>>2]|0);b=0}else{c[b>>2]=d|32;b=-1}return b|0}function Bi(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0;e=a+20|0;f=c[e>>2]|0;a=(c[a+16>>2]|0)-f|0;a=a>>>0>d>>>0?d:a;nx(f|0,b|0,a|0)|0;c[e>>2]=(c[e>>2]|0)+a;return d|0}function Ci(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0;j=l;l=l+128|0;h=j;c[h>>2]=0;i=h+4|0;c[i>>2]=a;c[h+44>>2]=a;g=h+8|0;c[g>>2]=(a|0)<0?-1:a+2147483647|0;c[h+76>>2]=-1;Di(h,0);d=Ei(h,d,1,e,f)|0;if(b|0)c[b>>2]=a+((c[i>>2]|0)+(c[h+108>>2]|0)-(c[g>>2]|0));l=j;return d|0}function Di(a,b){a=a|0;b=b|0;var d=0,e=0,f=0;c[a+104>>2]=b;d=c[a+8>>2]|0;e=c[a+4>>2]|0;f=d-e|0;c[a+108>>2]=f;c[a+100>>2]=(b|0)!=0&(f|0)>(b|0)?e+b|0:d;return}function Ei(b,e,f,g,h){b=b|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0;a:do if(e>>>0>36){c[(Th()|0)>>2]=22;h=0;g=0}else{r=b+4|0;q=b+100|0;do{i=c[r>>2]|0;if(i>>>0<(c[q>>2]|0)>>>0){c[r>>2]=i+1;i=d[i>>0]|0}else i=Fi(b)|0}while((Gi(i)|0)!=0);b:do switch(i|0){case 43:case 45:{i=((i|0)==45)<<31>>31;j=c[r>>2]|0;if(j>>>0<(c[q>>2]|0)>>>0){c[r>>2]=j+1;p=i;i=d[j>>0]|0;break b}else{p=i;i=Fi(b)|0;break b}}default:p=0}while(0);j=(e|0)==0;do if((e|16|0)==16&(i|0)==48){i=c[r>>2]|0;if(i>>>0<(c[q>>2]|0)>>>0){c[r>>2]=i+1;i=d[i>>0]|0}else i=Fi(b)|0;if((i|32|0)!=120)if(j){e=8;n=46;break}else{n=32;break}i=c[r>>2]|0;if(i>>>0<(c[q>>2]|0)>>>0){c[r>>2]=i+1;i=d[i>>0]|0}else i=Fi(b)|0;if((d[42100+i>>0]|0)>15){g=(c[q>>2]|0)!=0;if(g)c[r>>2]=(c[r>>2]|0)+-1;if(!f){Di(b,0);h=0;g=0;break a}if(!g){h=0;g=0;break a}c[r>>2]=(c[r>>2]|0)+-1;h=0;g=0;break a}else{e=16;n=46}}else{e=j?10:e;if((d[42100+i>>0]|0)>>>0<e>>>0)n=32;else{if(c[q>>2]|0)c[r>>2]=(c[r>>2]|0)+-1;Di(b,0);c[(Th()|0)>>2]=22;h=0;g=0;break a}}while(0);c:do if((n|0)==32)if((e|0)==10){e=i+-48|0;if(e>>>0<10){i=0;j=e;do{i=(i*10|0)+j|0;e=c[r>>2]|0;if(e>>>0<(c[q>>2]|0)>>>0){c[r>>2]=e+1;e=d[e>>0]|0}else e=Fi(b)|0;j=e+-48|0}while(j>>>0<10&i>>>0<429496729);f=0}else{e=i;i=0;f=0}k=e+-48|0;if(k>>>0<10){j=e;do{e=gx(i|0,f|0,10,0)|0;l=z;m=((k|0)<0)<<31>>31;o=~m;if(l>>>0>o>>>0|(l|0)==(o|0)&e>>>0>~k>>>0){e=10;n=72;break c}i=ax(e|0,l|0,k|0,m|0)|0;f=z;e=c[r>>2]|0;if(e>>>0<(c[q>>2]|0)>>>0){c[r>>2]=e+1;j=d[e>>0]|0}else j=Fi(b)|0;k=j+-48|0}while(k>>>0<10&(f>>>0<429496729|(f|0)==429496729&i>>>0<2576980378));if(k>>>0>9){j=p;e=f}else{e=10;n=72}}else{j=p;e=f}}else n=46;while(0);d:do if((n|0)==46){if(!(e+-1&e)){n=a[42356+((e*23|0)>>>5&7)>>0]|0;f=a[42100+i>>0]|0;j=f&255;if(j>>>0<e>>>0){i=0;k=j;do{i=k|i<<n;j=c[r>>2]|0;if(j>>>0<(c[q>>2]|0)>>>0){c[r>>2]=j+1;j=d[j>>0]|0}else j=Fi(b)|0;f=a[42100+j>>0]|0;k=f&255}while(i>>>0<134217728&k>>>0<e>>>0);k=0}else{j=i;k=0;i=0}l=jx(-1,-1,n|0)|0;m=z;if((f&255)>>>0>=e>>>0|(k>>>0>m>>>0|(k|0)==(m|0)&i>>>0>l>>>0)){f=k;n=72;break}else j=k;while(1){i=kx(i|0,j|0,n|0)|0;k=z;i=f&255|i;j=c[r>>2]|0;if(j>>>0<(c[q>>2]|0)>>>0){c[r>>2]=j+1;j=d[j>>0]|0}else j=Fi(b)|0;f=a[42100+j>>0]|0;if((f&255)>>>0>=e>>>0|(k>>>0>m>>>0|(k|0)==(m|0)&i>>>0>l>>>0)){f=k;n=72;break d}else j=k}}f=a[42100+i>>0]|0;j=f&255;if(j>>>0<e>>>0){i=0;k=j;do{i=k+(O(i,e)|0)|0;j=c[r>>2]|0;if(j>>>0<(c[q>>2]|0)>>>0){c[r>>2]=j+1;j=d[j>>0]|0}else j=Fi(b)|0;f=a[42100+j>>0]|0;k=f&255}while(i>>>0<119304647&k>>>0<e>>>0);k=0}else{j=i;i=0;k=0}if((f&255)>>>0<e>>>0){n=hx(-1,-1,e|0,0)|0;o=z;m=k;while(1){if(m>>>0>o>>>0|(m|0)==(o|0)&i>>>0>n>>>0){f=m;n=72;break d}k=gx(i|0,m|0,e|0,0)|0;l=z;f=f&255;if(l>>>0>4294967295|(l|0)==-1&k>>>0>~f>>>0){f=m;n=72;break d}i=ax(f|0,0,k|0,l|0)|0;k=z;j=c[r>>2]|0;if(j>>>0<(c[q>>2]|0)>>>0){c[r>>2]=j+1;j=d[j>>0]|0}else j=Fi(b)|0;f=a[42100+j>>0]|0;if((f&255)>>>0>=e>>>0){f=k;n=72;break}else m=k}}else{f=k;n=72}}while(0);if((n|0)==72)if((d[42100+j>>0]|0)>>>0<e>>>0){do{i=c[r>>2]|0;if(i>>>0<(c[q>>2]|0)>>>0){c[r>>2]=i+1;i=d[i>>0]|0}else i=Fi(b)|0}while((d[42100+i>>0]|0)>>>0<e>>>0);c[(Th()|0)>>2]=34;j=(g&1|0)==0&0==0?p:0;e=h;i=g}else{j=p;e=f}if(c[q>>2]|0)c[r>>2]=(c[r>>2]|0)+-1;if(!(e>>>0<h>>>0|(e|0)==(h|0)&i>>>0<g>>>0)){if(!((g&1|0)!=0|0!=0|(j|0)!=0)){c[(Th()|0)>>2]=34;g=ax(g|0,h|0,-1,-1)|0;h=z;break}if(e>>>0>h>>>0|(e|0)==(h|0)&i>>>0>g>>>0){c[(Th()|0)>>2]=34;break}}g=((j|0)<0)<<31>>31;g=bx(i^j|0,e^g|0,j|0,g|0)|0;h=z}while(0);z=h;return g|0}function Fi(b){b=b|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0;f=b+104|0;j=c[f>>2]|0;if((j|0)!=0?(c[b+108>>2]|0)>=(j|0):0)k=4;else{e=Hi(b)|0;if((e|0)>=0){g=c[f>>2]|0;f=b+8|0;if(g){i=c[f>>2]|0;f=c[b+4>>2]|0;h=b+108|0;g=g-(c[h>>2]|0)|0;j=i;if((i-f|0)<(g|0)){i=j;g=j}else{i=f+(g+-1)|0;g=j}}else{g=c[f>>2]|0;h=b+108|0;i=g;f=c[b+4>>2]|0}c[b+100>>2]=i;if(g|0)c[h>>2]=g+1-f+(c[h>>2]|0);f=f+-1|0;if((d[f>>0]|0|0)!=(e|0))a[f>>0]=e}else k=4}if((k|0)==4){c[b+100>>2]=0;e=-1}return e|0}function Gi(a){a=a|0;return ((a|0)==32|(a+-9|0)>>>0<5)&1|0}function Hi(a){a=a|0;var b=0,e=0;e=l;l=l+16|0;b=e;if((Ii(a)|0)==0?(fb[c[a+32>>2]&31](a,b,1)|0)==1:0)a=d[b>>0]|0;else a=-1;l=e;return a|0}function Ii(b){b=b|0;var d=0,e=0;d=b+74|0;e=a[d>>0]|0;a[d>>0]=e+255|e;d=b+20|0;e=b+28|0;if((c[d>>2]|0)>>>0>(c[e>>2]|0)>>>0)fb[c[b+36>>2]&31](b,0,0)|0;c[b+16>>2]=0;c[e>>2]=0;c[d>>2]=0;d=c[b>>2]|0;if(!(d&4)){e=(c[b+44>>2]|0)+(c[b+48>>2]|0)|0;c[b+8>>2]=e;c[b+4>>2]=e;d=d<<27>>31}else{c[b>>2]=d|32;d=-1}return d|0}function Ji(a,b){a=a|0;b=b|0;return +(+Ki(a,b,0))}function Ki(a,b,d){a=a|0;b=b|0;d=d|0;var e=0.0,f=0,g=0,h=0,i=0;i=l;l=l+128|0;h=i;f=h;g=f+124|0;do{c[f>>2]=0;f=f+4|0}while((f|0)<(g|0));f=h+4|0;c[f>>2]=a;g=h+8|0;c[g>>2]=-1;c[h+44>>2]=a;c[h+76>>2]=-1;Di(h,0);e=+Li(h,d,1);d=(c[f>>2]|0)-(c[g>>2]|0)+(c[h+108>>2]|0)|0;if(b|0)c[b>>2]=d|0?a+d|0:a;l=i;return +e}function Li(b,e,f){b=b|0;e=e|0;f=f|0;var g=0.0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;switch(e|0){case 0:{l=-149;m=24;j=4;break}case 1:{l=-1074;m=53;j=4;break}case 2:{l=-1074;m=53;j=4;break}default:g=0.0}a:do if((j|0)==4){o=b+4|0;n=b+100|0;do{e=c[o>>2]|0;if(e>>>0<(c[n>>2]|0)>>>0){c[o>>2]=e+1;e=d[e>>0]|0}else e=Fi(b)|0}while((Gi(e)|0)!=0);b:do switch(e|0){case 43:case 45:{i=1-(((e|0)==45&1)<<1)|0;e=c[o>>2]|0;if(e>>>0<(c[n>>2]|0)>>>0){c[o>>2]=e+1;h=d[e>>0]|0;break b}else{h=Fi(b)|0;break b}}default:{h=e;i=1}}while(0);e=0;do{if((h|32|0)!=(a[42365+e>>0]|0))break;do if(e>>>0<7){h=c[o>>2]|0;if(h>>>0<(c[n>>2]|0)>>>0){c[o>>2]=h+1;h=d[h>>0]|0;break}else{h=Fi(b)|0;break}}while(0);e=e+1|0}while(e>>>0<8);c:do switch(e|0){case 8:break;case 3:{j=23;break}default:{k=(f|0)!=0;if(k&e>>>0>3)if((e|0)==8)break c;else{j=23;break c}d:do if(!e){e=0;do{if((h|32|0)!=(a[42374+e>>0]|0))break d;do if(e>>>0<2){h=c[o>>2]|0;if(h>>>0<(c[n>>2]|0)>>>0){c[o>>2]=h+1;h=d[h>>0]|0;break}else{h=Fi(b)|0;break}}while(0);e=e+1|0}while(e>>>0<3)}while(0);switch(e|0){case 3:{e=c[o>>2]|0;if(e>>>0<(c[n>>2]|0)>>>0){c[o>>2]=e+1;e=d[e>>0]|0}else e=Fi(b)|0;if((e|0)==40)e=1;else{if(!(c[n>>2]|0)){g=s;break a}c[o>>2]=(c[o>>2]|0)+-1;g=s;break a}while(1){h=c[o>>2]|0;if(h>>>0<(c[n>>2]|0)>>>0){c[o>>2]=h+1;h=d[h>>0]|0}else h=Fi(b)|0;if(!((h+-48|0)>>>0<10|(h+-65|0)>>>0<26)?!((h|0)==95|(h+-97|0)>>>0<26):0)break;e=e+1|0}if((h|0)==41){g=s;break a}h=(c[n>>2]|0)==0;if(!h)c[o>>2]=(c[o>>2]|0)+-1;if(!k){c[(Th()|0)>>2]=22;Di(b,0);g=0.0;break a}if(!e){g=s;break a}while(1){e=e+-1|0;if(!h)c[o>>2]=(c[o>>2]|0)+-1;if(!e){g=s;break a}}}case 0:{if((h|0)==48){e=c[o>>2]|0;if(e>>>0<(c[n>>2]|0)>>>0){c[o>>2]=e+1;e=d[e>>0]|0}else e=Fi(b)|0;if((e|32|0)==120){g=+Mi(b,m,l,i,f);break a}if(!(c[n>>2]|0))e=48;else{c[o>>2]=(c[o>>2]|0)+-1;e=48}}else e=h;g=+Ni(b,e,m,l,i,f);break a}default:{if(c[n>>2]|0)c[o>>2]=(c[o>>2]|0)+-1;c[(Th()|0)>>2]=22;Di(b,0);g=0.0;break a}}}}while(0);if((j|0)==23){h=(c[n>>2]|0)==0;if(!h)c[o>>2]=(c[o>>2]|0)+-1;if((f|0)!=0&e>>>0>3)do{if(!h)c[o>>2]=(c[o>>2]|0)+-1;e=e+-1|0}while(e>>>0>3)}g=+(i|0)*t}while(0);return +g}function Mi(a,b,e,f,g){a=a|0;b=b|0;e=e|0;f=f|0;g=g|0;var h=0.0,i=0,j=0,k=0.0,l=0,m=0,n=0,o=0,p=0.0,q=0,r=0,s=0,t=0,u=0,v=0,w=0;w=a+4|0;i=c[w>>2]|0;v=a+100|0;if(i>>>0<(c[v>>2]|0)>>>0){c[w>>2]=i+1;i=d[i>>0]|0;j=0}else{i=Fi(a)|0;j=0}a:while(1){switch(i|0){case 46:{n=8;break a}case 48:break;default:{s=0;t=0;p=1.0;h=0.0;u=0;r=j;j=0;q=0;m=0;l=0;break a}}i=c[w>>2]|0;if(i>>>0<(c[v>>2]|0)>>>0){c[w>>2]=i+1;i=d[i>>0]|0;j=1;continue}else{i=Fi(a)|0;j=1;continue}}if((n|0)==8){i=c[w>>2]|0;if(i>>>0<(c[v>>2]|0)>>>0){c[w>>2]=i+1;i=d[i>>0]|0}else i=Fi(a)|0;if((i|0)==48){l=0;j=0;do{i=c[w>>2]|0;if(i>>>0<(c[v>>2]|0)>>>0){c[w>>2]=i+1;i=d[i>>0]|0}else i=Fi(a)|0;l=ax(l|0,j|0,-1,-1)|0;j=z}while((i|0)==48);s=1;t=0;p=1.0;h=0.0;u=0;r=1;q=0;m=0}else{s=1;t=0;p=1.0;h=0.0;u=0;r=j;j=0;q=0;m=0;l=0}}while(1){n=i+-48|0;o=(i|0)==46;if(n>>>0>=10?!(o|((i|32)+-97|0)>>>0<6):0)break;if(o)if(!s){s=1;n=t;k=p;i=u;l=m;j=q}else{i=46;break}else{i=(i|0)>57?(i|32)+-87|0:n;do if(!((q|0)<0|(q|0)==0&m>>>0<8))if((q|0)<0|(q|0)==0&m>>>0<14){p=p*.0625;n=t;k=p;h=h+p*+(i|0);i=u;break}else{i=(t|0)!=0|(i|0)==0;n=i?t:1;k=p;h=i?h:h+p*.5;i=u;break}else{n=t;k=p;i=i+(u<<4)|0}while(0);m=ax(m|0,q|0,1,0)|0;r=1;q=z}o=c[w>>2]|0;if(o>>>0<(c[v>>2]|0)>>>0){c[w>>2]=o+1;t=n;p=k;u=i;i=d[o>>0]|0;continue}else{t=n;p=k;u=i;i=Fi(a)|0;continue}}do if(!r){i=c[v>>2]|0;j=(i|0)!=0;if(j)c[w>>2]=(c[w>>2]|0)+-1;if(g){if(j)c[w>>2]=(c[w>>2]|0)+-1;if(!((s|0)==0|(i|0)==0))c[w>>2]=(c[w>>2]|0)+-1}else Di(a,0);h=+(f|0)*0.0}else{n=(s|0)==0;o=n?m:l;n=n?q:j;if((q|0)<0|(q|0)==0&m>>>0<8){j=u;l=q;do{j=j<<4;m=ax(m|0,l|0,1,0)|0;l=z}while((l|0)<0|(l|0)==0&m>>>0<8);m=j}else m=u;if((i|32|0)==112){j=Oi(a,g)|0;i=z;if((j|0)==0&(i|0)==-2147483648){if(!g){Di(a,0);h=0.0;break}if(!(c[v>>2]|0)){j=0;i=0}else{c[w>>2]=(c[w>>2]|0)+-1;j=0;i=0}}}else if(!(c[v>>2]|0)){j=0;i=0}else{c[w>>2]=(c[w>>2]|0)+-1;j=0;i=0}l=kx(o|0,n|0,2)|0;l=ax(l|0,z|0,-32,-1)|0;l=ax(l|0,z|0,j|0,i|0)|0;i=z;if(!m){h=+(f|0)*0.0;break}w=0-e|0;g=((w|0)<0)<<31>>31;if((i|0)>(g|0)|(i|0)==(g|0)&l>>>0>w>>>0){c[(Th()|0)>>2]=34;h=+(f|0)*1797693134862315708145274.0e284*1797693134862315708145274.0e284;break}w=e+-106|0;g=((w|0)<0)<<31>>31;if((i|0)<(g|0)|(i|0)==(g|0)&l>>>0<w>>>0){c[(Th()|0)>>2]=34;h=+(f|0)*2.2250738585072014e-308*2.2250738585072014e-308;break}if((m|0)>-1){j=m;do{w=!(h>=.5);j=j<<1|(w^1)&1;h=h+(w?h:h+-1.0);l=ax(l|0,i|0,-1,-1)|0;i=z}while((j|0)>-1);p=h;m=j}else p=h;w=((b|0)<0)<<31>>31;e=bx(32,0,e|0,((e|0)<0)<<31>>31|0)|0;i=ax(e|0,z|0,l|0,i|0)|0;e=z;if((w|0)>(e|0)|(w|0)==(e|0)&b>>>0>i>>>0)if((i|0)>0)n=59;else{j=0;i=84;n=61}else{i=b;n=59}if((n|0)==59)if((i|0)<53){j=i;i=84-i|0;n=61}else{k=0.0;h=+(f|0)}if((n|0)==61){h=+(f|0);k=+Qi(+Pi(1.0,i),h);i=j}f=(m&1|0)==0&(p!=0.0&(i|0)<32);h=h*(f?0.0:p)+(k+h*+(((f&1)+m|0)>>>0))-k;if(!(h!=0.0))c[(Th()|0)>>2]=34;h=+Si(h,l)}while(0);return +h}function Ni(a,b,e,f,g,h){a=a|0;b=b|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0.0,j=0.0,k=0,m=0,n=0,o=0,p=0,q=0,r=0.0,s=0.0,t=0.0,u=0,v=0,w=0,x=0,y=0,A=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0.0;J=l;l=l+512|0;G=J;H=f+e|0;I=0-H|0;D=a+4|0;E=a+100|0;k=0;a:while(1){switch(b|0){case 46:{A=6;break a}case 48:break;default:{v=0;p=k;q=0;o=0;break a}}b=c[D>>2]|0;if(b>>>0<(c[E>>2]|0)>>>0){c[D>>2]=b+1;b=d[b>>0]|0;k=1;continue}else{b=Fi(a)|0;k=1;continue}}if((A|0)==6){b=c[D>>2]|0;if(b>>>0<(c[E>>2]|0)>>>0){c[D>>2]=b+1;b=d[b>>0]|0}else b=Fi(a)|0;if((b|0)==48){k=0;b=0;while(1){k=ax(k|0,b|0,-1,-1)|0;o=z;b=c[D>>2]|0;if(b>>>0<(c[E>>2]|0)>>>0){c[D>>2]=b+1;b=d[b>>0]|0}else b=Fi(a)|0;if((b|0)==48)b=o;else{v=1;p=1;q=k;break}}}else{v=1;p=k;q=0;o=0}}c[G>>2]=0;n=b+-48|0;m=(b|0)==46;b:do if(m|n>>>0<10){C=G+496|0;w=0;k=0;u=0;x=v;y=p;A=n;p=0;n=0;c:while(1){do if(m)if(!x){x=1;q=p;o=n}else break c;else{p=ax(p|0,n|0,1,0)|0;n=z;v=(b|0)!=48;if((k|0)>=125){if(!v)break;c[C>>2]=c[C>>2]|1;break}m=G+(k<<2)|0;if(!w)b=A;else b=b+-48+((c[m>>2]|0)*10|0)|0;c[m>>2]=b;w=w+1|0;y=(w|0)==9;w=y?0:w;k=(y&1)+k|0;u=v?p:u;y=1}while(0);b=c[D>>2]|0;if(b>>>0<(c[E>>2]|0)>>>0){c[D>>2]=b+1;b=d[b>>0]|0}else b=Fi(a)|0;A=b+-48|0;m=(b|0)==46;if(!(m|A>>>0<10)){v=x;m=y;A=29;break b}}b=w;m=(y|0)!=0;A=37}else{w=0;k=0;u=0;m=p;p=0;n=0;A=29}while(0);do if((A|0)==29){C=(v|0)==0;q=C?p:q;o=C?n:o;m=(m|0)!=0;if(!(m&(b|32|0)==101))if((b|0)>-1){b=w;A=37;break}else{b=w;A=39;break}m=Oi(a,h)|0;b=z;if((m|0)==0&(b|0)==-2147483648){if(!h){Di(a,0);i=0.0;break}if(!(c[E>>2]|0)){m=0;b=0}else{c[D>>2]=(c[D>>2]|0)+-1;m=0;b=0}}y=ax(m|0,b|0,q|0,o|0)|0;b=w;o=z;A=41}while(0);if((A|0)==37)if(c[E>>2]|0){c[D>>2]=(c[D>>2]|0)+-1;if(m){y=q;A=41}else A=40}else A=39;if((A|0)==39)if(m){y=q;A=41}else A=40;do if((A|0)==40){c[(Th()|0)>>2]=22;Di(a,0);i=0.0}else if((A|0)==41){m=c[G>>2]|0;if(!m){i=+(g|0)*0.0;break}if(((n|0)<0|(n|0)==0&p>>>0<10)&((y|0)==(p|0)&(o|0)==(n|0))?(e|0)>30|(m>>>e|0)==0:0){i=+(g|0)*+(m>>>0);break}a=(f|0)/-2|0;E=((a|0)<0)<<31>>31;if((o|0)>(E|0)|(o|0)==(E|0)&y>>>0>a>>>0){c[(Th()|0)>>2]=34;i=+(g|0)*1797693134862315708145274.0e284*1797693134862315708145274.0e284;break}a=f+-106|0;E=((a|0)<0)<<31>>31;if((o|0)<(E|0)|(o|0)==(E|0)&y>>>0<a>>>0){c[(Th()|0)>>2]=34;i=+(g|0)*2.2250738585072014e-308*2.2250738585072014e-308;break}if(b){if((b|0)<9){n=G+(k<<2)|0;m=c[n>>2]|0;do{m=m*10|0;b=b+1|0}while((b|0)!=9);c[n>>2]=m}k=k+1|0}if((u|0)<9?(u|0)<=(y|0)&(y|0)<18:0){b=c[G>>2]|0;if((y|0)==9){i=+(g|0)*+(b>>>0);break}if((y|0)<9){i=+(g|0)*+(b>>>0)/+(c[28680+(8-y<<2)>>2]|0);break}a=e+27+(O(y,-3)|0)|0;if((a|0)>30|(b>>>a|0)==0){i=+(g|0)*+(b>>>0)*+(c[28680+(y+-10<<2)>>2]|0);break}}b=(y|0)%9|0;if(!b){b=0;n=0}else{u=(y|0)>-1?b:b+9|0;p=c[28680+(8-u<<2)>>2]|0;if(k){q=1e9/(p|0)|0;n=0;o=0;m=y;b=0;do{D=G+(b<<2)|0;E=c[D>>2]|0;a=((E>>>0)/(p>>>0)|0)+n|0;c[D>>2]=a;n=O(q,(E>>>0)%(p>>>0)|0)|0;a=(b|0)==(o|0)&(a|0)==0;m=a?m+-9|0:m;o=a?o+1&127:o;b=b+1|0}while((b|0)!=(k|0));if(!n)n=o;else{c[G+(k<<2)>>2]=n;n=o;k=k+1|0}}else{n=0;k=0;m=y}b=0;y=9-u+m|0}d:while(1){u=(y|0)<18;v=(y|0)==18;w=G+(n<<2)|0;while(1){if(!u){if(!v){m=y;break d}if((c[w>>2]|0)>>>0>=9007199){m=18;break d}}m=0;x=k;k=k+127|0;while(1){o=k&127;p=G+(o<<2)|0;k=kx(c[p>>2]|0,0,29)|0;k=ax(k|0,z|0,m|0,0)|0;m=z;if(m>>>0>0|(m|0)==0&k>>>0>1e9){q=hx(k|0,m|0,1e9,0)|0;k=ix(k|0,m|0,1e9,0)|0}else q=0;c[p>>2]=k;a=(o|0)==(n|0);x=(k|0)==0&(((o|0)!=(x+127&127|0)|a)^1)?o:x;if(a)break;else{m=q;k=o+-1|0}}b=b+-29|0;if(q|0)break;else k=x}n=n+127&127;k=x+127&127;m=G+((x+126&127)<<2)|0;if((n|0)==(x|0))c[m>>2]=c[m>>2]|c[G+(k<<2)>>2];else k=x;c[G+(n<<2)>>2]=q;y=y+9|0}e:while(1){w=k+1&127;x=G+((k+127&127)<<2)|0;while(1){q=(m|0)==18;v=(m|0)>27?9:1;y=n;while(1){n=0;while(1){o=n+y&127;if((o|0)==(k|0)){F=2;A=88;break}o=c[G+(o<<2)>>2]|0;p=c[28712+(n<<2)>>2]|0;if(o>>>0<p>>>0){F=2;A=88;break}if(o>>>0>p>>>0)break;n=n+1|0;if((n|0)>=2){F=n;A=88;break}}if((A|0)==88?(A=0,q&(F|0)==2):0){i=0.0;o=0;break e}b=v+b|0;if((y|0)==(k|0))y=k;else break}q=(1<<v)+-1|0;u=1e9>>>v;p=0;n=y;o=y;do{D=G+(o<<2)|0;E=c[D>>2]|0;a=(E>>>v)+p|0;c[D>>2]=a;p=O(E&q,u)|0;a=(o|0)==(n|0)&(a|0)==0;m=a?m+-9|0:m;n=a?n+1&127:n;o=o+1&127}while((o|0)!=(k|0));if(!p)continue;if((w|0)!=(n|0))break;c[x>>2]=c[x>>2]|1}c[G+(k<<2)>>2]=p;k=w}do{n=o+y&127;m=k+1&127;if((n|0)==(k|0)){c[G+(m+-1<<2)>>2]=0;k=m}i=i*1.0e9+ +((c[G+(n<<2)>>2]|0)>>>0);o=o+1|0}while((o|0)!=2);t=+(g|0);j=t*i;o=b+53|0;p=o-f|0;q=(p|0)<(e|0);n=q?((p|0)>0?p:0):e;if((n|0)<53){K=+Qi(+Pi(1.0,105-n|0),j);r=+Ri(j,+Pi(1.0,53-n|0));s=K;i=r;r=K+(j-r)}else{s=0.0;i=0.0;r=j}m=y+2&127;if((m|0)!=(k|0)){m=c[G+(m<<2)>>2]|0;do if(m>>>0>=5e8){if((m|0)!=5e8){i=t*.75+i;break}if((y+3&127|0)==(k|0)){i=t*.5+i;break}else{i=t*.75+i;break}}else{if((m|0)==0?(y+3&127|0)==(k|0):0)break;i=t*.25+i}while(0);if((53-n|0)>1?!(+Ri(i,1.0)!=0.0):0)j=i+1.0;else j=i}else j=i;i=r+j-s;do if((o&2147483647|0)>(-2-H|0)){H=!(+B(+i)>=9007199254740992.0);b=((H^1)&1)+b|0;i=H?i:i*.5;if((b+50|0)<=(I|0)?!(j!=0.0&(q&((n|0)!=(p|0)|H))):0)break;c[(Th()|0)>>2]=34}while(0);i=+Si(i,b)}while(0);l=J;return +i}function Oi(a,b){a=a|0;b=b|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0;k=a+4|0;e=c[k>>2]|0;j=a+100|0;if(e>>>0<(c[j>>2]|0)>>>0){c[k>>2]=e+1;e=d[e>>0]|0}else e=Fi(a)|0;switch(e|0){case 43:case 45:{f=(e|0)==45&1;e=c[k>>2]|0;if(e>>>0<(c[j>>2]|0)>>>0){c[k>>2]=e+1;e=d[e>>0]|0}else e=Fi(a)|0;if((b|0)!=0&(e+-48|0)>>>0>9?(c[j>>2]|0)!=0:0)c[k>>2]=(c[k>>2]|0)+-1;break}default:f=0}if((e+-48|0)>>>0>9)if(!(c[j>>2]|0)){f=-2147483648;e=0}else{c[k>>2]=(c[k>>2]|0)+-1;f=-2147483648;e=0}else{g=0;do{g=e+-48+(g*10|0)|0;e=c[k>>2]|0;if(e>>>0<(c[j>>2]|0)>>>0){c[k>>2]=e+1;e=d[e>>0]|0}else e=Fi(a)|0}while((e+-48|0)>>>0<10&(g|0)<214748364);b=((g|0)<0)<<31>>31;if((e+-48|0)>>>0<10){do{b=gx(g|0,b|0,10,0)|0;g=z;e=ax(e|0,((e|0)<0)<<31>>31|0,-48,-1)|0;g=ax(e|0,z|0,b|0,g|0)|0;b=z;e=c[k>>2]|0;if(e>>>0<(c[j>>2]|0)>>>0){c[k>>2]=e+1;e=d[e>>0]|0}else e=Fi(a)|0}while((e+-48|0)>>>0<10&((b|0)<21474836|(b|0)==21474836&g>>>0<2061584302));h=e;i=g}else{h=e;i=g}e=c[j>>2]|0;if((h+-48|0)>>>0<10)do{g=c[k>>2]|0;if(g>>>0<e>>>0){c[k>>2]=g+1;g=d[g>>0]|0}else{g=Fi(a)|0;e=c[j>>2]|0}}while((g+-48|0)>>>0<10);if(e|0)c[k>>2]=(c[k>>2]|0)+-1;k=(f|0)!=0;e=bx(0,0,i|0,b|0)|0;f=k?z:b;e=k?e:i}z=f;return e|0}function Pi(a,b){a=+a;b=b|0;var d=0,e=0;if((b|0)<=1023){if((b|0)<-1022){a=a*2.2250738585072014e-308;d=b+1022|0;e=(d|0)<-1022;b=b+2044|0;a=e?a*2.2250738585072014e-308:a;b=e?((b|0)>-1022?b:-1022):d}}else{a=a*8988465674311579538646525.0e283;e=b+-1023|0;d=(e|0)>1023;b=b+-2046|0;a=d?a*8988465674311579538646525.0e283:a;b=d?((b|0)<1023?b:1023):e}d=kx(b+1023|0,0,52)|0;e=z;c[j>>2]=d;c[j+4>>2]=e;return +(a*+h[j>>3])}function Qi(a,b){a=+a;b=+b;return +(+Vi(a,b))}function Ri(a,b){a=+a;b=+b;return +(+Ti(a,b))}function Si(a,b){a=+a;b=b|0;return +(+Pi(a,b))}function Ti(a,b){a=+a;b=+b;var d=0,e=0,f=0,g=0,i=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0;h[j>>3]=a;i=c[j>>2]|0;l=c[j+4>>2]|0;h[j>>3]=b;n=c[j>>2]|0;o=c[j+4>>2]|0;e=jx(i|0,l|0,52)|0;e=e&2047;m=jx(n|0,o|0,52)|0;m=m&2047;p=l&-2147483648;g=kx(n|0,o|0,1)|0;k=z;a:do if(!((g|0)==0&(k|0)==0)?(f=Ui(b)|0,d=z&2147483647,!((e|0)==2047|(d>>>0>2146435072|(d|0)==2146435072&f>>>0>0))):0){d=kx(i|0,l|0,1)|0;f=z;if(!(f>>>0>k>>>0|(f|0)==(k|0)&d>>>0>g>>>0))return +((d|0)==(g|0)&(f|0)==(k|0)?a*0.0:a);if(!e){d=kx(i|0,l|0,12)|0;f=z;if((f|0)>-1|(f|0)==-1&d>>>0>4294967295){e=0;do{e=e+-1|0;d=kx(d|0,f|0,1)|0;f=z}while((f|0)>-1|(f|0)==-1&d>>>0>4294967295)}else e=0;i=kx(i|0,l|0,1-e|0)|0;g=z}else g=l&1048575|1048576;if(!m){f=kx(n|0,o|0,12)|0;k=z;if((k|0)>-1|(k|0)==-1&f>>>0>4294967295){d=0;do{d=d+-1|0;f=kx(f|0,k|0,1)|0;k=z}while((k|0)>-1|(k|0)==-1&f>>>0>4294967295)}else d=0;n=kx(n|0,o|0,1-d|0)|0;m=d;l=z}else l=o&1048575|1048576;f=bx(i|0,g|0,n|0,l|0)|0;d=z;k=(d|0)>-1|(d|0)==-1&f>>>0>4294967295;b:do if((e|0)>(m|0)){while(1){if(k){if((f|0)==0&(d|0)==0)break}else{f=i;d=g}i=kx(f|0,d|0,1)|0;g=z;e=e+-1|0;f=bx(i|0,g|0,n|0,l|0)|0;d=z;k=(d|0)>-1|(d|0)==-1&f>>>0>4294967295;if((e|0)<=(m|0))break b}b=a*0.0;break a}while(0);if(k){if((f|0)==0&(d|0)==0){b=a*0.0;break}}else{d=g;f=i}if(d>>>0<1048576|(d|0)==1048576&f>>>0<0)do{f=kx(f|0,d|0,1)|0;d=z;e=e+-1|0}while(d>>>0<1048576|(d|0)==1048576&f>>>0<0);if((e|0)>0){o=ax(f|0,d|0,0,-1048576)|0;d=z;e=kx(e|0,0,52)|0;d=d|z;e=o|e}else{e=jx(f|0,d|0,1-e|0)|0;d=z}c[j>>2]=e;c[j+4>>2]=d|p;b=+h[j>>3]}else q=3;while(0);if((q|0)==3){b=a*b;b=b/b}return +b}function Ui(a){a=+a;var b=0;h[j>>3]=a;b=c[j>>2]|0;z=c[j+4>>2]|0;return b|0}function Vi(a,b){a=+a;b=+b;var d=0,e=0;h[j>>3]=a;e=c[j>>2]|0;d=c[j+4>>2]|0;h[j>>3]=b;d=c[j+4>>2]&-2147483648|d&2147483647;c[j>>2]=e;c[j+4>>2]=d;return +(+h[j>>3])}function Wi(a,b){a=a|0;b=b|0;return +(+Ki(a,b,1))}function Xi(a,b){a=a|0;b=b|0;return +(+Ki(a,b,2))}function Yi(a,b,c){a=a|0;b=b|0;c=c|0;return +(+Ji(a,b))}function Zi(a,b,c){a=a|0;b=b|0;c=c|0;return +(+Wi(a,b))}function _i(a,b,c){a=a|0;b=b|0;c=c|0;return +(+Xi(a,b))}function $i(a){a=a|0;var b=0;b=a;while(1)if(!(c[b>>2]|0))break;else b=b+4|0;return b-a>>2|0}function aj(b,d){b=b|0;d=d|0;var e=0,f=0,g=0;f=d&255;a:do if(!f)b=b+(bj(b)|0)|0;else{if(b&3){e=d&255;do{g=a[b>>0]|0;if(g<<24>>24==0?1:g<<24>>24==e<<24>>24)break a;b=b+1|0}while((b&3|0)!=0)}f=O(f,16843009)|0;e=c[b>>2]|0;b:do if(!((e&-2139062144^-2139062144)&e+-16843009))do{g=e^f;if((g&-2139062144^-2139062144)&g+-16843009|0)break b;b=b+4|0;e=c[b>>2]|0}while(!((e&-2139062144^-2139062144)&e+-16843009|0));while(0);e=d&255;while(1){g=a[b>>0]|0;if(g<<24>>24==0?1:g<<24>>24==e<<24>>24)break;else b=b+1|0}}while(0);return b|0}function bj(b){b=b|0;var d=0,e=0,f=0;f=b;a:do if(!(f&3))e=4;else{d=f;while(1){if(!(a[b>>0]|0)){b=d;break a}b=b+1|0;d=b;if(!(d&3)){e=4;break}}}while(0);if((e|0)==4){while(1){d=c[b>>2]|0;if(!((d&-2139062144^-2139062144)&d+-16843009))b=b+4|0;else break}if((d&255)<<24>>24)do b=b+1|0;while((a[b>>0]|0)!=0)}return b-f|0}function cj(a,b,c){a=a|0;b=b|0;c=c|0;c=Ci(a,b,c,-1,-1)|0;return c|0}function dj(a,b,c){a=a|0;b=b|0;c=c|0;c=Ci(a,b,c,0,-2147483648)|0;return c|0}function ej(a,b){a=a|0;b=b|0;var d=0,e=0;d=l;l=l+16|0;e=d;c[e>>2]=a;c[e+4>>2]=b;b=Sh(Ca(91,e|0)|0)|0;l=d;return b|0}function fj(b,c){b=b|0;c=c|0;b=aj(b,c)|0;return ((a[b>>0]|0)==(c&255)<<24>>24?b:0)|0}function gj(){return}function hj(a,b){a=a|0;b=b|0;return ij(a)|0}function ij(a){a=a|0;return ((a+-48|0)>>>0<10|((a|32)+-97|0)>>>0<6)&1|0}function jj(a){a=a|0;var b=0;b=(kj(a)|0)==0;return (b?a:a|32)|0}function kj(a){a=a|0;return (a+-65|0)>>>0<26|0}function lj(a){a=a|0;var b=0,d=0;b=(mj()|0)+188|0;d=c[b>>2]|0;if(a|0)c[b>>2]=(a|0)==(-1|0)?1103616:a;return ((d|0)==1103616?-1:d)|0}function mj(){return si()|0}function nj(a,b,d){a=a|0;b=b|0;d=d|0;var e=0;if(d|0){e=a;while(1){d=d+-1|0;c[e>>2]=c[b>>2];if(!d)break;else{b=b+4|0;e=e+4|0}}}return a|0}function oj(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0;k=l;l=l+16|0;g=k;i=(f|0)==0?1103644:f;f=c[i>>2]|0;a:do if(!d)if(!f)f=0;else j=17;else{h=(b|0)==0?g:b;if(!e)f=-2;else{if(!f){f=a[d>>0]|0;if(f<<24>>24>-1){c[h>>2]=f&255;f=f<<24>>24!=0&1;break}g=(c[c[(pj()|0)+188>>2]>>2]|0)==0;f=a[d>>0]|0;if(g){c[h>>2]=f<<24>>24&57343;f=1;break}f=(f&255)+-194|0;if(f>>>0>50){j=17;break}f=c[27720+(f<<2)>>2]|0;g=e+-1|0;if(g){d=d+1|0;j=11}}else{g=e;j=11}b:do if((j|0)==11){b=a[d>>0]|0;m=(b&255)>>>3;if((m+-16|m+(f>>26))>>>0>7){j=17;break a}while(1){d=d+1|0;f=(b&255)+-128|f<<6;g=g+-1|0;if((f|0)>=0)break;if(!g)break b;b=a[d>>0]|0;if((b&-64)<<24>>24!=-128){j=17;break a}}c[i>>2]=0;c[h>>2]=f;f=e-g|0;break a}while(0);c[i>>2]=f;f=-2}}while(0);if((j|0)==17){c[i>>2]=0;c[(Th()|0)>>2]=84;f=-1}l=k;return f|0}function pj(){return si()|0}function qj(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+272|0;n=p+8|0;o=p;do if(!(a[d>>0]|0)){d=Ra(42378)|0;if(d|0?a[d>>0]|0:0)break;d=Ra(42385+(b*12|0)|0)|0;if(d|0?a[d>>0]|0:0)break;d=Ra(42457)|0;if(d|0?a[d>>0]|0:0)break;d=42462}while(0);e=0;a:do{switch(a[d+e>>0]|0){case 47:case 0:break a;default:{}}e=e+1|0}while(e>>>0<15);f=a[d>>0]|0;if(f<<24>>24!=46?(a[d+e>>0]|0)==0:0)if(f<<24>>24==67)m=15;else{k=d;m=16}else{d=42462;m=15}if((m|0)==15)if(!(a[d+1>>0]|0))m=18;else{k=d;m=16}b:do if((m|0)==16)if((Xh(k,42462)|0)!=0?(Xh(k,42470)|0)!=0:0){d=c[275912]|0;if(d|0)do{if(!(Xh(k,d+8|0)|0))break b;d=c[d+24>>2]|0}while((d|0)!=0);sa(1103652);d=c[275912]|0;c:do if(d|0){while(1){if(!(Xh(k,d+8|0)|0))break;d=c[d+24>>2]|0;if(!d)break c}Da(1103652);break b}while(0);d:do if(((c[275896]|0)==0?(g=Ra(42476)|0,(g|0)!=0):0)?(a[g>>0]|0)!=0:0){i=254-e|0;j=e+1|0;f=g;while(1){h=aj(f,58)|0;d=a[h>>0]|0;g=((d<<24>>24!=0)<<31>>31)+(h-f)|0;if(g>>>0<i>>>0){nx(n|0,f|0,g|0)|0;f=n+g|0;a[f>>0]=47;nx(f+1|0,k|0,e|0)|0;a[n+(j+g)>>0]=0;g=ta(n|0,o|0)|0;if(g|0)break;d=a[h>>0]|0}f=h+(d<<24>>24!=0&1)|0;if(!(a[f>>0]|0)){m=41;break d}}d=Kh(28)|0;f=c[o>>2]|0;if(!d){ej(g,f)|0;m=41;break}else{c[d>>2]=g;c[d+4>>2]=f;o=d+8|0;nx(o|0,k|0,e|0)|0;a[o+e>>0]=0;c[d+24>>2]=c[275912];c[275912]=d;break}}else m=41;while(0);if((m|0)==41){d=Kh(28)|0;if(d){c[d>>2]=c[6912];c[d+4>>2]=c[6913];o=d+8|0;nx(o|0,k|0,e|0)|0;a[o+e>>0]=0;c[d+24>>2]=c[275912];c[275912]=d}}Da(1103652);d=(b|0)==0&(d|0)==0?27648:d}else{d=k;m=18}while(0);do if((m|0)==18){if((b|0)==0?(a[d+1>>0]|0)==46:0){d=27648;break}d=0}while(0);l=p;return d|0}function rj(a,b){a=a|0;b=b|0;return (a+-48|0)>>>0<10|0}function sj(a){a=a|0;return (a|0)!=27696&((a|0)!=0&(a|0)!=1103552)&1|0}function tj(a,b,d){a=a|0;b=b|0;d=d|0;var 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if(!b){e=c[d>>2]|0;f=c[e>>2]|0;if(!f)e=0;else{b=e;e=0;do{if(f>>>0>127){f=qi(i,f,0)|0;if((f|0)==-1){e=-1;break a}}else f=1;e=f+e|0;b=b+4|0;f=c[b>>2]|0}while((f|0)!=0)}}else{b:do if(e>>>0>3){f=e;g=c[d>>2]|0;while(1){h=c[g>>2]|0;if((h+-1|0)>>>0>126){if(!h)break;h=qi(b,h,0)|0;if((h|0)==-1){e=-1;break a}b=b+h|0;f=f-h|0}else{a[b>>0]=h;b=b+1|0;f=f+-1|0;g=c[d>>2]|0}g=g+4|0;c[d>>2]=g;if(f>>>0<=3)break b}a[b>>0]=0;c[d>>2]=0;e=e-f|0;break a}else f=e;while(0);if(f){g=c[d>>2]|0;while(1){h=c[g>>2]|0;if((h+-1|0)>>>0>126){if(!h){g=19;break}h=qi(i,h,0)|0;if((h|0)==-1){e=-1;break a}if(f>>>0<h>>>0){g=22;break}qi(b,c[g>>2]|0,0)|0;b=b+h|0;f=f-h|0}else{a[b>>0]=h;b=b+1|0;f=f+-1|0;g=c[d>>2]|0}g=g+4|0;c[d>>2]=g;if(!f)break a}if((g|0)==19){a[b>>0]=0;c[d>>2]=0;e=e-f|0;break}else if((g|0)==22){e=e-f|0;break}}}while(0);l=j;return e|0}function Cj(b,e,f,g){b=b|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0;h=c[e>>2]|0;if((g|0)!=0?(i=c[g>>2]|0,(i|0)!=0):0)if(!b){j=h;g=f;l=25}else{c[g>>2]=0;k=f;j=h;l=43}else l=5;a:do if((l|0)==5){g=(b|0)!=0;if(c[c[(Dj()|0)+188>>2]>>2]|0)if(g){g=f;l=15;break}else{g=f;l=14;break}if(!g){f=bj(h)|0;l=59;break}b:do if(f){g=f;while(1){i=a[h>>0]|0;if(!(i<<24>>24))break;h=h+1|0;c[b>>2]=i<<24>>24&57343;g=g+-1|0;if(!g)break b;else b=b+4|0}c[b>>2]=0;c[e>>2]=0;f=f-g|0;l=59;break a}while(0);c[e>>2]=h;l=59}while(0);c:while(1){d:do if((l|0)==14){while(1){i=a[h>>0]|0;if(((i&255)+-1|0)>>>0<127?(h&3|0)==0:0){l=c[h>>2]|0;i=l&255;if(!((l+-16843009|l)&-2139062144)){do{h=h+4|0;g=g+-4|0;i=c[h>>2]|0}while(!((i+-16843009|i)&-2139062144|0));i=i&255}}i=i&255;if((i+-1|0)>>>0>=127)break;h=h+1|0;g=g+-1|0}i=i+-194|0;if(i>>>0>50)l=53;else{i=c[27720+(i<<2)>>2]|0;j=h+1|0;l=25;continue c}}else if((l|0)==15){e:do if(g){while(1){i=a[h>>0]|0;do if(((i&255)+-1|0)>>>0<127?g>>>0>4&(h&3|0)==0:0){while(1){i=c[h>>2]|0;if((i+-16843009|i)&-2139062144|0){l=38;break}c[b>>2]=i&255;c[b+4>>2]=d[h+1>>0];c[b+8>>2]=d[h+2>>0];j=h+4|0;i=b+16|0;c[b+12>>2]=d[h+3>>0];g=g+-4|0;if(g>>>0>4){b=i;h=j}else{l=37;break}}if((l|0)==37){b=i;h=j;i=a[j>>0]|0;break}else if((l|0)==38){i=i&255;break}}while(0);i=i&255;if((i+-1|0)>>>0>=127)break;h=h+1|0;c[b>>2]=i;g=g+-1|0;if(!g)break e;else b=b+4|0}i=i+-194|0;if(i>>>0>50){l=53;break d}i=c[27720+(i<<2)>>2]|0;k=g;j=h+1|0;l=43;continue c}while(0);c[e>>2]=h;l=59;continue c}else if((l|0)==25){l=(d[j>>0]|0)>>>3;if((l+-16|l+(i>>26))>>>0>7){h=j;l=52}else{h=j+1|0;if(i&33554432){if((a[h>>0]&-64)<<24>>24!=-128){h=j;l=52;break}h=j+2|0;if(i&524288){if((a[h>>0]&-64)<<24>>24!=-128){h=j;l=52;break}h=j+3|0}}g=g+-1|0;l=14;continue c}}else if((l|0)==43){l=0;g=d[j>>0]|0;h=g>>>3;if((h+-16|h+(i>>26))>>>0>7){h=j;g=k;l=52}else{h=j+1|0;g=g+-128|i<<6;do if((g|0)<0){i=(d[h>>0]|0)+-128|0;if(i>>>0>63){h=j+-1|0;f=b;break d}h=j+2|0;g=i|g<<6;if((g|0)<0){i=(d[h>>0]|0)+-128|0;if(i>>>0>63){h=j+-1|0;f=b;break d}else{h=j+3|0;g=i|g<<6;break}}}while(0);c[b>>2]=g;b=b+4|0;g=k+-1|0;l=15;continue c}}else if((l|0)==59)return f|0;while(0);if((l|0)==52){l=0;h=h+-1|0;if(!i)l=53;else f=b}if((l|0)==53)if(!(a[h>>0]|0)){if(b|0){c[b>>2]=0;c[e>>2]=0}f=f-g|0;l=59;continue}else f=b;c[(Th()|0)>>2]=84;if(!f){f=-1;l=59;continue}c[e>>2]=h;f=-1;l=59}return 0}function Dj(){return si()|0}function Ej(b,e,f){b=b|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0;j=l;l=l+16|0;g=j;a:do if(!e)b=0;else{do if(f|0){i=(b|0)==0?g:b;b=a[e>>0]|0;if(b<<24>>24>-1){c[i>>2]=b&255;b=b<<24>>24!=0&1;break a}h=(c[c[(Fj()|0)+188>>2]>>2]|0)==0;b=a[e>>0]|0;if(h){c[i>>2]=b<<24>>24&57343;b=1;break a}b=(b&255)+-194|0;if(b>>>0<=50){g=e+1|0;h=c[27720+(b<<2)>>2]|0;if(f>>>0<4?h&-2147483648>>>((f*6|0)+-6|0)|0:0)break;b=d[g>>0]|0;f=b>>>3;if((f+-16|f+(h>>26))>>>0<=7){b=b+-128|h<<6;if((b|0)>=0){c[i>>2]=b;b=2;break a}g=(d[e+2>>0]|0)+-128|0;if(g>>>0<=63){g=g|b<<6;if((g|0)>=0){c[i>>2]=g;b=3;break a}b=(d[e+3>>0]|0)+-128|0;if(b>>>0<=63){c[i>>2]=b|g<<6;b=4;break a}}}}}while(0);c[(Th()|0)>>2]=84;b=-1}while(0);l=j;return b|0}function Fj(){return si()|0}function Gj(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0;m=l;l=l+272|0;i=m+8|0;j=m;h=c[b>>2]|0;c[j>>2]=h;k=(a|0)!=0;g=k?e:256;a=k?a:i;e=h;a:do if((g|0)!=0&(h|0)!=0){f=0;h=e;while(1){e=d>>>0>=g>>>0;if(!(e|d>>>0>32)){e=h;break a}e=e?g:d;d=d-e|0;e=Bj(a,j,e,0)|0;if((e|0)==-1)break;h=(a|0)==(i|0);g=g-(h?0:e)|0;a=h?a:a+e|0;f=e+f|0;e=c[j>>2]|0;if((g|0)!=0&(e|0)!=0)h=e;else break a}f=-1;g=0;e=c[j>>2]|0}else f=0;while(0);b:do if((e|0)!=0?(g|0)!=0&(d|0)!=0:0){h=a;while(1){a=qi(h,c[e>>2]|0,0)|0;if((a+1|0)>>>0<2)break;e=(c[j>>2]|0)+4|0;c[j>>2]=e;d=d+-1|0;g=g-a|0;f=a+f|0;if(!((g|0)!=0&(d|0)!=0))break b;else h=h+a|0}if(!a)c[j>>2]=0;else f=-1}while(0);if(k)c[b>>2]=c[j>>2];l=m;return f|0}function Hj(a){a=a|0;if(!a)a=1;else a=(c[a>>2]|0)==0;return a&1|0}function Ij(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0;o=l;l=l+1040|0;k=o+8|0;m=o;j=c[b>>2]|0;c[m>>2]=j;n=(a|0)!=0;h=n?e:256;a=n?a:k;g=j;a:do if((h|0)!=0&(j|0)!=0){e=0;j=d;while(1){i=j>>>2;d=i>>>0>=h>>>0;if(!(j>>>0>131|d)){d=j;break a}g=d?h:i;d=j-g|0;g=Cj(a,m,g,f)|0;if((g|0)==-1)break;j=(a|0)==(k|0);h=h-(j?0:g)|0;a=j?a:a+(g<<2)|0;e=g+e|0;g=c[m>>2]|0;if((h|0)!=0&(g|0)!=0)j=d;else break a}e=-1;h=0;g=c[m>>2]|0}else e=0;while(0);b:do if((g|0)!=0?(h|0)!=0&(d|0)!=0:0){i=a;while(1){a=oj(i,g,d,f)|0;if((a+2|0)>>>0<3)break;g=(c[m>>2]|0)+a|0;c[m>>2]=g;d=d-a|0;h=h+-1|0;e=e+1|0;if(!((h|0)!=0&(d|0)!=0))break b;else i=i+4|0}switch(a|0){case -1:{e=-1;break b}case 0:{c[m>>2]=0;break b}default:{c[f>>2]=0;break b}}}while(0);if(n)c[b>>2]=c[m>>2];l=o;return e|0}function Jj(a,b,c){a=a|0;b=b|0;c=c|0;return oj(0,a,b,c|0?c:1103660)|0}function Kj(a){a=a|0;var b=0,d=0,e=0,f=0,g=0;if((c[a+76>>2]|0)>-1)f=ai(a)|0;else f=0;Lj(a);g=(c[a>>2]&1|0)!=0;if(!g){e=Mj()|0;d=c[a+52>>2]|0;b=a+56|0;if(d|0)c[d+56>>2]=c[b>>2];b=c[b>>2]|0;if(b|0)c[b+52>>2]=d;if((c[e>>2]|0)==(a|0))c[e>>2]=b;Nj()}b=Oj(a)|0;b=db[c[a+12>>2]&127](a)|0|b;d=c[a+92>>2]|0;if(d|0)Lh(d);if(g){if(f|0)bi(a)}else Lh(a);return b|0}function Lj(a){a=a|0;var b=0;if(c[a+68>>2]|0){b=c[a+116>>2]|0;a=a+112|0;if(b|0)c[b+112>>2]=c[a>>2];a=c[a>>2]|0;if(!a)a=(Qj()|0)+232|0;else a=a+116|0;c[a>>2]=b}return}function Mj(){sa(1103664);return 1103672}function Nj(){Da(1103664);return}function Oj(a){a=a|0;var b=0,d=0;do if(a){if((c[a+76>>2]|0)<=-1){b=Pj(a)|0;break}d=(ai(a)|0)==0;b=Pj(a)|0;if(!d)bi(a)}else{if(!(c[7013]|0))b=0;else b=Oj(c[7013]|0)|0;a=c[(Mj()|0)>>2]|0;if(a)do{if((c[a+76>>2]|0)>-1)d=ai(a)|0;else d=0;if((c[a+20>>2]|0)>>>0>(c[a+28>>2]|0)>>>0)b=Pj(a)|0|b;if(d|0)bi(a);a=c[a+56>>2]|0}while((a|0)!=0);Nj()}while(0);return b|0}function Pj(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0;b=a+20|0;h=a+28|0;if((c[b>>2]|0)>>>0>(c[h>>2]|0)>>>0?(fb[c[a+36>>2]&31](a,0,0)|0,(c[b>>2]|0)==0):0)a=-1;else{d=a+4|0;e=c[d>>2]|0;f=a+8|0;g=c[f>>2]|0;if(e>>>0<g>>>0)fb[c[a+40>>2]&31](a,e-g|0,1)|0;c[a+16>>2]=0;c[h>>2]=0;c[b>>2]=0;c[f>>2]=0;c[d>>2]=0;a=0}return a|0}function Qj(){return si()|0}function Rj(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0;o=l;l=l+64|0;n=o+40|0;k=o+24|0;j=o+16|0;g=o;m=o+56|0;f=a[d>>0]|0;if(ji(42489,f<<24>>24,4)|0){e=Kh(1156)|0;if(!e)e=0;else{h=e;i=h+124|0;do{c[h>>2]=0;h=h+4|0}while((h|0)<(i|0));if(!(fj(d,43)|0))c[e>>2]=f<<24>>24==114?8:4;if(fj(d,101)|0){c[g>>2]=b;c[g+4>>2]=2;c[g+8>>2]=1;ya(221,g|0)|0;f=a[d>>0]|0}if(f<<24>>24==97){c[j>>2]=b;c[j+4>>2]=3;f=ya(221,j|0)|0;if(!(f&1024)){c[k>>2]=b;c[k+4>>2]=4;c[k+8>>2]=f|1024;ya(221,k|0)|0}d=c[e>>2]|128;c[e>>2]=d}else d=c[e>>2]|0;c[e+60>>2]=b;c[e+44>>2]=e+132;c[e+48>>2]=1024;f=e+75|0;a[f>>0]=-1;if((d&8|0)==0?(c[n>>2]=b,c[n+4>>2]=21523,c[n+8>>2]=m,(Aa(54,n|0)|0)==0):0)a[f>>0]=10;c[e+32>>2]=7;c[e+36>>2]=8;c[e+40>>2]=6;c[e+12>>2]=10;if(!(c[275895]|0))c[e+76>>2]=-1;Sj(e)|0}}else{c[(Th()|0)>>2]=22;e=0}l=o;return e|0}function Sj(a){a=a|0;var b=0,d=0;b=Mj()|0;c[a+56>>2]=c[b>>2];d=c[b>>2]|0;if(d|0)c[d+52>>2]=a;c[b>>2]=a;Nj();return a|0}function Tj(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;i=l;l=l+48|0;h=i+32|0;g=i+16|0;e=i;if(ji(42489,a[d>>0]|0,4)|0){f=Uj(d)|0;c[e>>2]=b;c[e+4>>2]=f|32768;c[e+8>>2]=438;e=Sh(za(5,e|0)|0)|0;if((e|0)>=0){if(f&524288|0){c[g>>2]=e;c[g+4>>2]=2;c[g+8>>2]=1;ya(221,g|0)|0}b=Rj(e,d)|0;if(!b){c[h>>2]=e;Ba(6,h|0)|0;b=0}}else b=0}else{c[(Th()|0)>>2]=22;b=0}l=i;return b|0}function Uj(b){b=b|0;var c=0,d=0,e=0;d=(fj(b,43)|0)==0;c=a[b>>0]|0;d=d?c<<24>>24!=114&1:2;e=(fj(b,120)|0)==0;d=e?d:d|128;b=(fj(b,101)|0)==0;b=b?d:d|524288;b=c<<24>>24==114?b:b|64;b=c<<24>>24==119?b|512:b;return (c<<24>>24==97?b|1024:b)|0}function Vj(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0;e=l;l=l+16|0;f=e;c[f>>2]=d;d=Wj(a,b,f)|0;l=e;return d|0}function Wj(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0;g=l;l=l+128|0;e=g;f=e;h=f+124|0;do{c[f>>2]=0;f=f+4|0}while((f|0)<(h|0));c[e+32>>2]=27;c[e+44>>2]=a;c[e+76>>2]=-1;c[e+84>>2]=a;h=Yj(e,b,d)|0;l=g;return h|0}function Xj(a,b,c){a=a|0;b=b|0;c=c|0;return $j(a,b,c)|0}function Yj(b,e,f){b=b|0;e=e|0;f=f|0;var i=0,j=0,k=0,m=0,n=0,o=0.0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0;Q=l;l=l+288|0;K=Q+8|0;L=Q+17|0;M=Q;N=Q+16|0;if((c[b+76>>2]|0)>-1)P=ai(b)|0;else P=0;i=a[e>>0]|0;a:do if(i<<24>>24){A=b+4|0;B=b+100|0;C=b+108|0;D=b+8|0;E=L+10|0;F=L+33|0;y=K+4|0;G=L+46|0;H=L+94|0;I=L+1|0;J=L+1|0;m=e;u=0;e=0;k=0;j=0;b:while(1){c:do if(!(Gi(i&255)|0)){i=i<<24>>24==37;d:do if(i){p=m+1|0;n=a[p>>0]|0;e:do switch(n<<24>>24){case 37:break d;case 42:{x=0;m=m+2|0;break}default:{i=(n&255)+-48|0;if(i>>>0<10?(a[m+2>>0]|0)==36:0){x=Zj(f,i)|0;m=m+3|0;break e}m=(c[f>>2]|0)+(4-1)&~(4-1);x=c[m>>2]|0;c[f>>2]=m+4;m=p}}while(0);i=a[m>>0]|0;n=i&255;if((n+-48|0)>>>0<10){p=0;do{p=(p*10|0)+-48+n|0;m=m+1|0;i=a[m>>0]|0;n=i&255}while((n+-48|0)>>>0<10)}else p=0;i=i<<24>>24==109;w=(x|0)!=0;k=i?0:k;j=i?0:j;m=i?m+1|0:m;i=w&i;n=m+1|0;switch(a[m>>0]|0){case 104:{v=(a[n>>0]|0)==104;q=v?-2:-1;m=v?m+2|0:n;break}case 108:{v=(a[n>>0]|0)==108;q=v?3:1;m=v?m+2|0:n;break}case 106:{q=3;m=n;break}case 116:case 122:{q=1;m=n;break}case 76:{q=2;m=n;break}case 110:case 112:case 67:case 83:case 91:case 99:case 115:case 88:case 71:case 70:case 69:case 65:case 103:case 102:case 101:case 97:case 120:case 117:case 111:case 105:case 100:{q=0;break}default:{O=137;break b}}s=d[m>>0]|0;t=(s&47|0)==3;s=t?s|32:s;t=t?1:q;r=s&255;switch(r<<24>>24){case 99:{p=(p|0)>1?p:1;break}case 91:break;case 110:{_j(x,t,u,((u|0)<0)<<31>>31);n=u;break c}default:{Di(b,0);do{n=c[A>>2]|0;if(n>>>0<(c[B>>2]|0)>>>0){c[A>>2]=n+1;n=d[n>>0]|0}else n=Fi(b)|0}while((Gi(n)|0)!=0);if(!(c[B>>2]|0))n=c[A>>2]|0;else{n=(c[A>>2]|0)+-1|0;c[A>>2]=n}u=(c[C>>2]|0)+u+n-(c[D>>2]|0)|0}}Di(b,p);n=c[A>>2]|0;q=c[B>>2]|0;if(n>>>0<q>>>0)c[A>>2]=n+1;else{if((Fi(b)|0)<0){O=137;break b}q=c[B>>2]|0}if(q|0)c[A>>2]=(c[A>>2]|0)+-1;f:do switch(r<<24>>24){case 91:case 99:case 115:{v=(s|0)==99;g:do if((s|16|0)==115){px(I|0,-1,256)|0;a[L>>0]=0;if((s|0)==115){a[F>>0]=0;a[E>>0]=0;a[E+1>>0]=0;a[E+2>>0]=0;a[E+3>>0]=0;a[E+4>>0]=0}}else{n=m+1|0;s=(a[n>>0]|0)==94;r=s&1;m=s?m+2|0:n;px(J|0,s&1|0,256)|0;a[L>>0]=0;switch(a[m>>0]|0){case 45:{n=G;O=64;break}case 93:{n=H;O=64;break}default:s=(r^1)&255}if((O|0)==64){O=0;s=(r^1)&255;a[n>>0]=s;m=m+1|0}while(1){n=a[m>>0]|0;h:do switch(n<<24>>24){case 0:{O=137;break b}case 93:break g;case 45:{r=m+1|0;n=a[r>>0]|0;switch(n<<24>>24){case 93:case 0:{n=45;break h}default:{}}m=a[m+-1>>0]|0;if((m&255)<(n&255)){m=m&255;do{m=m+1|0;a[L+m>>0]=s;n=a[r>>0]|0}while((m|0)<(n&255|0));m=r}else m=r;break}default:{}}while(0);a[L+((n&255)+1)>>0]=s;m=m+1|0}}while(0);n=v?p+1|0:31;s=(t|0)==1;i:do if(s){if(i){j=Kh(n<<2)|0;if(!j){k=0;j=0;i=1;O=137;break b}}else j=x;c[K>>2]=0;c[y>>2]=0;r=n;k=0;j:while(1){q=(j|0)==0;do{k:while(1){n=c[A>>2]|0;if(n>>>0<(c[B>>2]|0)>>>0){c[A>>2]=n+1;n=d[n>>0]|0}else n=Fi(b)|0;if(!(a[L+(n+1)>>0]|0))break j;a[N>>0]=n;switch(oj(M,N,1,K)|0){case -1:{k=0;O=137;break b}case -2:break;default:break k}}if(!q){c[j+(k<<2)>>2]=c[M>>2];k=k+1|0}}while(!(i&(k|0)==(r|0)));k=r<<1|1;n=Mh(j,k<<2)|0;if(!n){k=0;i=1;O=137;break b}else{t=r;r=k;j=n;k=t}}if(!(Hj(K)|0)){k=0;O=137;break b}else{n=k;k=0;r=j}}else{if(i){k=Kh(n)|0;if(!k){k=0;j=0;i=1;O=137;break b}else{q=n;j=0}while(1){do{n=c[A>>2]|0;if(n>>>0<(c[B>>2]|0)>>>0){c[A>>2]=n+1;n=d[n>>0]|0}else n=Fi(b)|0;if(!(a[L+(n+1)>>0]|0)){n=j;r=0;j=0;break i}a[k+j>>0]=n;j=j+1|0}while((j|0)!=(q|0));j=q<<1|1;n=Mh(k,j)|0;if(!n){j=0;i=1;O=137;break b}else{t=q;q=j;k=n;j=t}}}if(!x){k=q;while(1){j=c[A>>2]|0;if(j>>>0<k>>>0){c[A>>2]=j+1;j=d[j>>0]|0}else j=Fi(b)|0;if(!(a[L+(j+1)>>0]|0)){n=0;k=0;r=0;j=0;break i}k=c[B>>2]|0}}else{n=0;k=q;while(1){j=c[A>>2]|0;if(j>>>0<k>>>0){c[A>>2]=j+1;j=d[j>>0]|0}else j=Fi(b)|0;if(!(a[L+(j+1)>>0]|0)){k=x;r=0;j=0;break i}a[x+n>>0]=j;n=n+1|0;k=c[B>>2]|0}}}while(0);if(!(c[B>>2]|0))q=c[A>>2]|0;else{q=(c[A>>2]|0)+-1|0;c[A>>2]=q}q=q-(c[D>>2]|0)+(c[C>>2]|0)|0;if(!q){O=139;break b}if(!((q|0)==(p|0)|v^1)){O=139;break b}do if(i)if(s){c[x>>2]=r;break}else{c[x>>2]=k;break}while(0);if(!v){if(r|0)c[r+(n<<2)>>2]=0;if(!k){k=0;break f}a[k+n>>0]=0}break}case 120:case 88:case 112:{n=16;O=125;break}case 111:{n=8;O=125;break}case 117:case 100:{n=10;O=125;break}case 105:{n=0;O=125;break}case 71:case 103:case 70:case 102:case 69:case 101:case 65:case 97:{o=+Li(b,t,0);if((c[C>>2]|0)==((c[D>>2]|0)-(c[A>>2]|0)|0)){O=139;break 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_k(a){a=a|0;return 0}function $k(a){a=a|0;return 0}function al(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0;gl()|0;h=a+12|0;i=a+16|0;g=0;while(1){if((g|0)>=(d|0))break;e=c[h>>2]|0;f=c[i>>2]|0;if(e>>>0<f>>>0){f=f-e>>2;j=d-g|0;f=(j|0)<(f|0)?j:f;il(b,e,f)|0;c[h>>2]=(c[h>>2]|0)+(f<<2);b=b+(f<<2)|0;g=f+g|0;continue}e=db[c[(c[a>>2]|0)+40>>2]&127](a)|0;if((e|0)==-1)break;c[b>>2]=jl(e)|0;b=b+4|0;g=g+1|0}return g|0}function bl(a){a=a|0;return gl()|0}function cl(a){a=a|0;var b=0;b=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;if((b|0)==(gl()|0))a=gl()|0;else{b=a+12|0;a=c[b>>2]|0;c[b>>2]=a+4;a=hl(c[a>>2]|0)|0}return a|0}function dl(a,b){a=a|0;b=b|0;return gl()|0}function el(a,b,d){a=a|0;b=b|0;d=d|0;var 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sl(a){a=a|0;ql(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function tl(a,b){a=a|0;b=b|0;return}function ul(a){a=a|0;yl(a,32044);xk(a+4|0);return}function vl(a){a=a|0;ul(a);Hv(a);return}function wl(a){a=a|0;ul(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function xl(a){a=a|0;vl(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function yl(a,b){a=a|0;b=b|0;return}function zl(a){a=a|0;Dl(a,32092);Bk(a+4|0);return}function Al(a){a=a|0;zl(a);Hv(a);return}function Bl(a){a=a|0;zl(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function Cl(a){a=a|0;Al(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function Dl(a,b){a=a|0;b=b|0;return}function El(a){a=a|0;Kl(a,32160);xk(a+12|0);return}function Fl(a){a=a|0;El(a);Hv(a);return}function Gl(a){a=a|0;El(a+-8|0);return}function Hl(a){a=a|0;Fl(a+-8|0);return}function Il(a){a=a|0;El(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function Jl(a){a=a|0;Fl(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function Kl(a,b){a=a|0;b=b|0;yl(a+8|0,b+12|0);ol(a,b+4|0);return}function Ll(a){a=a|0;return bj(a)|0}function Ml(b,c){b=b|0;c=c|0;a[b>>0]=a[c>>0]|0;return}function Nl(a,b){a=a|0;b=b|0;c[a+16>>2]=(c[a+24>>2]|0)==0|b;return}function Ol(a,b){a=a|0;b=b|0;var d=0;c[a+24>>2]=b;c[a+16>>2]=(b|0)==0&1;c[a+20>>2]=0;c[a+4>>2]=4098;c[a+12>>2]=0;c[a+8>>2]=6;d=a+28|0;b=a+32|0;a=b+40|0;do{c[b>>2]=0;b=b+4|0}while((b|0)<(a|0));qv(d);return}function Pl(a,b){a=a|0;b=b|0;return (a|0)==(b|0)|0}function Ql(a,b){a=a|0;b=b|0;ov(a,b+28|0);return}function Rl(a,b){a=a|0;b=b|0;return (a|0)==(b|0)|0}function Sl(a,b){a=a|0;b=b|0;return a<<24>>24==b<<24>>24|0}function Tl(a){a=a|0;c[a>>2]=31828;qv(a+4|0);a=a+8|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;c[a+12>>2]=0;c[a+16>>2]=0;c[a+20>>2]=0;return}function Ul(a){a=a|0;c[a>>2]=31892;qv(a+4|0);a=a+8|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;c[a+12>>2]=0;c[a+16>>2]=0;c[a+20>>2]=0;return}function Vl(d,e,f){d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;s=l;l=l+16|0;j=s;a[d>>0]=0;g=e+(c[(c[e>>2]|0)+-12>>2]|0)|0;h=c[g+16>>2]|0;if(!h){g=c[g+72>>2]|0;if(g|0)Wl(g)|0;do 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d=0,e=0,f=0;e=l;l=l+16|0;d=e;if(c[b+(c[(c[b>>2]|0)+-12>>2]|0)+24>>2]|0){Xl(d,b);if(a[d>>0]|0?(f=c[b+(c[(c[b>>2]|0)+-12>>2]|0)+24>>2]|0,(db[c[(c[f>>2]|0)+24>>2]&127](f)|0)==-1):0){f=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(f,c[f+16>>2]|1)}Yl(d)}l=e;return b|0}function Xl(b,d){b=b|0;d=d|0;a[b>>0]=0;c[b+4>>2]=d;d=d+(c[(c[d>>2]|0)+-12>>2]|0)|0;if(!(c[d+16>>2]|0)){d=c[d+72>>2]|0;if(d|0)Wl(d)|0;a[b>>0]=1}return}function Yl(a){a=a|0;var b=0;a=a+4|0;b=c[a>>2]|0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;if((((c[b+24>>2]|0?(c[b+16>>2]|0)==0:0)?c[b+4>>2]&8192|0:0)?!(ma()|0):0)?(b=c[a>>2]|0,b=c[b+(c[(c[b>>2]|0)+-12>>2]|0)+24>>2]|0,(db[c[(c[b>>2]|0)+24>>2]&127](b)|0)==-1):0){b=c[a>>2]|0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(b,c[b+16>>2]|1)}return}function Zl(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;m=l;l=l+32|0;f=m+24|0;e=m+20|0;g=m+16|0;h=m+12|0;n=m+28|0;i=m+8|0;j=m+4|0;k=m;Vl(n,b,0);if(a[n>>0]|0){c[i>>2]=0;Ql(k,b+(c[(c[b>>2]|0)+-12>>2]|0)|0);o=qn(k,1104748)|0;n=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;p=c[(c[o>>2]|0)+16>>2]|0;c[g>>2]=c[n+24>>2];c[h>>2]=0;c[e>>2]=c[g>>2];c[f>>2]=c[h>>2];kb[p&63](o,e,f,n,i,j)|0;rn(k);c[d>>2]=c[j>>2];n=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(n,c[n+16>>2]|c[i>>2])}l=m;return b|0}function _l(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0;k=l;l=l+32|0;f=k+20|0;e=k+16|0;g=k+12|0;h=k+8|0;m=k+24|0;i=k+4|0;j=k;Vl(m,b,0);if(a[m>>0]|0){c[i>>2]=0;Ql(j,b+(c[(c[b>>2]|0)+-12>>2]|0)|0);n=qn(j,1104748)|0;m=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;o=c[(c[n>>2]|0)+20>>2]|0;c[g>>2]=c[m+24>>2];c[h>>2]=0;c[e>>2]=c[g>>2];c[f>>2]=c[h>>2];kb[o&63](n,e,f,m,i,d)|0;rn(j);m=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(m,c[m+16>>2]|c[i>>2])}l=k;return b|0}function $l(b){b=b|0;var d=0,e=0,f=0;f=l;l=l+16|0;e=f;c[b+4>>2]=0;d=Qk()|0;Vl(e,b,1);if(a[e>>0]|0){d=c[b+(c[(c[b>>2]|0)+-12>>2]|0)+24>>2]|0;e=c[d+12>>2]|0;if((e|0)==(c[d+16>>2]|0))d=db[c[(c[d>>2]|0)+36>>2]&127](d)|0;else d=Rk(a[e>>0]|0)|0;if(Pl(d,Qk()|0)|0){b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(b,c[b+16>>2]|2)}}l=f;return d|0}function am(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0;h=l;l=l+16|0;g=h;c[b+4>>2]=0;e=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(e,c[e+16>>2]&-3);Vl(g,b,1);e=c[(c[b>>2]|0)+-12>>2]|0;f=b+e|0;do if(!(a[g>>0]|0))Nl(f,c[f+16>>2]|4);else{g=c[f+24>>2]|0;if(g){e=g+12|0;f=c[e>>2]|0;if((c[g+8>>2]|0)!=(f|0)?Sl(d,a[f+-1>>0]|0)|0:0){d=(c[e>>2]|0)+-1|0;c[e>>2]=d;e=Rk(a[d>>0]|0)|0}else{f=c[(c[g>>2]|0)+44>>2]|0;e=Rk(d)|0;e=eb[f&63](g,e)|0}if((e|0)!=(Qk()|0))break;e=c[(c[b>>2]|0)+-12>>2]|0}d=b+e|0;Nl(d,c[d+16>>2]|1)}while(0);l=h;return b|0}function bm(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;m=l;l=l+16|0;f=m+12|0;j=m+8|0;k=m;Xl(k,b);if(a[k>>0]|0){Ql(f,b+(c[(c[b>>2]|0)+-12>>2]|0)|0);g=qn(f,1104780)|0;rn(f);h=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;i=c[h+24>>2]|0;n=Qk()|0;e=h+76|0;if(Pl(n,c[e>>2]|0)|0){Ql(f,h);n=qn(f,1104724)|0;n=eb[c[(c[n>>2]|0)+28>>2]&63](n,32)|0;rn(f);n=n<<24>>24;c[e>>2]=n;e=n}else e=c[e>>2]|0;n=c[(c[g>>2]|0)+16>>2]|0;c[j>>2]=i;c[f>>2]=c[j>>2];if(!(ib[n&31](g,f,h,e&255,d)|0)){n=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(n,c[n+16>>2]|5)}}Yl(k);l=m;return b|0}function cm(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;m=l;l=l+16|0;f=m+12|0;j=m+8|0;k=m;Xl(k,b);if(a[k>>0]|0){Ql(f,b+(c[(c[b>>2]|0)+-12>>2]|0)|0);g=qn(f,1104780)|0;rn(f);h=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;i=c[h+24>>2]|0;n=Qk()|0;e=h+76|0;if(Pl(n,c[e>>2]|0)|0){Ql(f,h);n=qn(f,1104724)|0;n=eb[c[(c[n>>2]|0)+28>>2]&63](n,32)|0;rn(f);n=n<<24>>24;c[e>>2]=n;e=n}else e=c[e>>2]|0;n=c[(c[g>>2]|0)+24>>2]|0;c[j>>2]=i;c[f>>2]=c[j>>2];if(!(ib[n&31](g,f,h,e&255,d)|0)){n=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(n,c[n+16>>2]|5)}}Yl(k);l=m;return b|0}function dm(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0;n=l;l=l+16|0;g=n+12|0;k=n+8|0;m=n;Xl(m,b);if(a[m>>0]|0){Ql(g,b+(c[(c[b>>2]|0)+-12>>2]|0)|0);h=qn(g,1104780)|0;rn(g);i=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;j=c[i+24>>2]|0;o=Qk()|0;f=i+76|0;if(Pl(o,c[f>>2]|0)|0){Ql(g,i);o=qn(g,1104724)|0;o=eb[c[(c[o>>2]|0)+28>>2]&63](o,32)|0;rn(g);o=o<<24>>24;c[f>>2]=o;f=o}else f=c[f>>2]|0;o=c[(c[h>>2]|0)+20>>2]|0;c[k>>2]=j;c[g>>2]=c[k>>2];if(!(kb[o&63](h,g,i,f&255,d,e)|0)){o=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(o,c[o+16>>2]|5)}}Yl(m);l=n;return b|0}function em(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0;n=l;l=l+16|0;g=n+12|0;k=n+8|0;m=n;Xl(m,b);if(a[m>>0]|0){Ql(g,b+(c[(c[b>>2]|0)+-12>>2]|0)|0);h=qn(g,1104780)|0;rn(g);i=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;j=c[i+24>>2]|0;o=Qk()|0;f=i+76|0;if(Pl(o,c[f>>2]|0)|0){Ql(g,i);o=qn(g,1104724)|0;o=eb[c[(c[o>>2]|0)+28>>2]&63](o,32)|0;rn(g);o=o<<24>>24;c[f>>2]=o;f=o}else f=c[f>>2]|0;o=c[(c[h>>2]|0)+28>>2]|0;c[k>>2]=j;c[g>>2]=c[k>>2];if(!(kb[o&63](h,g,i,f&255,d,e)|0)){o=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(o,c[o+16>>2]|5)}}Yl(m);l=n;return b|0}function fm(b,d){b=b|0;d=+d;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;m=l;l=l+16|0;f=m+12|0;j=m+8|0;k=m;Xl(k,b);if(a[k>>0]|0){Ql(f,b+(c[(c[b>>2]|0)+-12>>2]|0)|0);g=qn(f,1104780)|0;rn(f);h=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;i=c[h+24>>2]|0;n=Qk()|0;e=h+76|0;if(Pl(n,c[e>>2]|0)|0){Ql(f,h);n=qn(f,1104724)|0;n=eb[c[(c[n>>2]|0)+28>>2]&63](n,32)|0;rn(f);n=n<<24>>24;c[e>>2]=n;e=n}else e=c[e>>2]|0;n=c[(c[g>>2]|0)+32>>2]|0;c[j>>2]=i;c[f>>2]=c[j>>2];if(!(hb[n&7](g,f,h,e&255,d)|0)){n=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(n,c[n+16>>2]|5)}}Yl(k);l=m;return b|0}function gm(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0;j=l;l=l+16|0;i=j;Xl(i,b);do if(a[i>>0]|0){e=c[b+(c[(c[b>>2]|0)+-12>>2]|0)+24>>2]|0;f=e;if(e|0){g=f+24|0;h=c[g>>2]|0;if((h|0)==(c[f+28>>2]|0)){h=c[(c[e>>2]|0)+52>>2]|0;d=Rk(d)|0;d=eb[h&63](f,d)|0}else{c[g>>2]=h+1;a[h>>0]=d;d=Rk(d)|0}if(!(Pl(d,Qk()|0)|0))break}h=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(h,c[h+16>>2]|1)}while(0);Yl(i);l=j;return b|0}function hm(){jm();return}function im(){return}function jm(){km(0);return}function km(a){a=a|0;var b=0;a=c[7014]|0;lm(1104356,a,1104412);c[275919]=31960;c[275921]=31980;c[275920]=0;Ol(1103684,1104356);c[275939]=0;c[275940]=Qk()|0;mm(1104420,a,1104476);c[275941]=32008;c[275943]=32028;c[275942]=0;Ol(1103772,1104420);c[275961]=0;c[275962]=gl()|0;a=c[6981]|0;nm(1104484,a,1104532);c[275963]=28;c[275964]=48;Ol(1103856,1104484);c[275982]=0;c[275983]=Qk()|0;om(1104540,a,1104588);c[275984]=32064;c[275985]=32084;Ol(1103940,1104540);c[276003]=0;c[276004]=gl()|0;a=c[7046]|0;nm(1104596,a,1104644);c[276005]=28;c[276006]=48;Ol(1104024,1104596);c[276024]=0;c[276025]=Qk()|0;b=c[1104020+(c[(c[276005]|0)+-12>>2]|0)+24>>2]|0;c[276047]=28;c[276048]=48;Ol(1104192,b);c[276066]=0;c[276067]=Qk()|0;om(1104652,a,1104700);c[276026]=32064;c[276027]=32084;Ol(1104108,1104652);c[276045]=0;c[276046]=gl()|0;a=c[1104104+(c[(c[276026]|0)+-12>>2]|0)+24>>2]|0;c[276068]=32064;c[276069]=32084;Ol(1104276,a);c[276087]=0;c[276088]=gl()|0;c[1103676+(c[(c[275919]|0)+-12>>2]|0)+72>>2]=1103852;c[1103764+(c[(c[275941]|0)+-12>>2]|0)+72>>2]=1103936;a=1104020+(c[(c[276005]|0)+-12>>2]|0)+4|0;c[a>>2]=c[a>>2]|8192;a=1104104+(c[(c[276026]|0)+-12>>2]|0)+4|0;c[a>>2]=c[a>>2]|8192;c[1104020+(c[(c[276005]|0)+-12>>2]|0)+72>>2]=1103852;c[1104104+(c[(c[276026]|0)+-12>>2]|0)+72>>2]=1103936;return}function lm(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0;f=l;l=l+16|0;g=f;Tl(b);c[b>>2]=32388;c[b+32>>2]=d;c[b+40>>2]=e;c[b+48>>2]=Qk()|0;a[b+52>>0]=0;e=c[(c[b>>2]|0)+8>>2]|0;ov(g,b+4|0);pb[e&63](b,g);rn(g);l=f;return}function mm(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0;f=l;l=l+16|0;g=f;Ul(b);c[b>>2]=32324;c[b+32>>2]=d;c[b+40>>2]=e;c[b+48>>2]=gl()|0;a[b+52>>0]=0;e=c[(c[b>>2]|0)+8>>2]|0;ov(g,b+4|0);pb[e&63](b,g);rn(g);l=f;return}function nm(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0;f=l;l=l+16|0;g=f;Tl(b);c[b>>2]=32260;c[b+32>>2]=d;ov(g,b+4|0);d=qn(g,1106516)|0;rn(g);c[b+36>>2]=d;c[b+40>>2]=e;a[b+44>>0]=(db[c[(c[d>>2]|0)+28>>2]&127](d)|0)&1;l=f;return}function om(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0;f=l;l=l+16|0;g=f;Ul(b);c[b>>2]=32196;c[b+32>>2]=d;ov(g,b+4|0);d=qn(g,1106524)|0;rn(g);c[b+36>>2]=d;c[b+40>>2]=e;a[b+44>>0]=(db[c[(c[d>>2]|0)+28>>2]&127](d)|0)&1;l=f;return}function pm(a){a=a|0;Uk(a);return}function qm(a){a=a|0;pm(a);Hv(a);return}function rm(b,d){b=b|0;d=d|0;db[c[(c[b>>2]|0)+24>>2]&127](b)|0;d=qn(d,1106524)|0;c[b+36>>2]=d;a[b+44>>0]=(db[c[(c[d>>2]|0)+28>>2]&127](d)|0)&1;return}function sm(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0;k=l;l=l+16|0;d=k+8|0;e=k;f=a+36|0;g=a+40|0;h=d+8|0;i=d;b=a+32|0;a:while(1){a=c[f>>2]|0;a=ib[c[(c[a>>2]|0)+20>>2]&31](a,c[g>>2]|0,d,h,e)|0;m=(c[e>>2]|0)-i|0;if((dk(d,1,m,c[b>>2]|0)|0)!=(m|0)){a=-1;break}switch(a|0){case 1:break;case 2:{a=-1;break a}default:{j=4;break a}}}if((j|0)==4)a=((Oj(c[b>>2]|0)|0)!=0)<<31>>31;l=k;return a|0}function tm(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0;a:do if(!(a[b+44>>0]|0)){f=0;while(1){if((f|0)>=(e|0))break a;h=c[(c[b>>2]|0)+52>>2]|0;g=hl(c[d>>2]|0)|0;g=eb[h&63](b,g)|0;if((g|0)==(gl()|0))break a;f=f+1|0;d=d+4|0}}else f=dk(d,4,e,c[b+32>>2]|0)|0;while(0);return f|0}function um(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+32|0;n=q+16|0;f=q+8|0;o=q+4|0;p=q;do if(!(Rl(d,gl()|0)|0)){c[f>>2]=jl(d)|0;m=b+32|0;if(a[b+44>>0]|0){if((dk(f,4,1,c[m>>2]|0)|0)==1){e=15;break}b=gl()|0;break}c[o>>2]=n;j=f+4|0;k=b+36|0;g=b+40|0;h=n+8|0;i=n;b=f;while(1){e=c[k>>2]|0;e=mb[c[(c[e>>2]|0)+12>>2]&15](e,c[g>>2]|0,b,j,p,n,h,o)|0;f=(e|0)==1;if((c[p>>2]|0)==(b|0)){e=14;break}if((e|0)==3){if((dk(b,1,1,c[m>>2]|0)|0)!=1){e=14;break}}else{if((e|1|0)!=1){e=14;break}e=(c[o>>2]|0)-i|0;if((dk(n,1,e,c[m>>2]|0)|0)!=(e|0)){e=14;break}b=f?c[p>>2]|0:b}if(!f){e=13;break}}if((e|0)==13){e=15;break}else if((e|0)==14){b=gl()|0;break}}else e=15;while(0);if((e|0)==15)b=vm(d)|0;l=q;return b|0}function vm(a){a=a|0;if(Rl(a,gl()|0)|0)a=~(gl()|0);return a|0}function wm(a){a=a|0;Ck(a);return}function xm(a){a=a|0;wm(a);Hv(a);return}function ym(b,d){b=b|0;d=d|0;db[c[(c[b>>2]|0)+24>>2]&127](b)|0;d=qn(d,1106516)|0;c[b+36>>2]=d;a[b+44>>0]=(db[c[(c[d>>2]|0)+28>>2]&127](d)|0)&1;return}function zm(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0;k=l;l=l+16|0;d=k+8|0;e=k;f=a+36|0;g=a+40|0;h=d+8|0;i=d;b=a+32|0;a:while(1){a=c[f>>2]|0;a=ib[c[(c[a>>2]|0)+20>>2]&31](a,c[g>>2]|0,d,h,e)|0;m=(c[e>>2]|0)-i|0;if((dk(d,1,m,c[b>>2]|0)|0)!=(m|0)){a=-1;break}switch(a|0){case 1:break;case 2:{a=-1;break a}default:{j=4;break a}}}if((j|0)==4)a=((Oj(c[b>>2]|0)|0)!=0)<<31>>31;l=k;return a|0}function Am(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0;a:do if(!(a[b+44>>0]|0)){f=0;while(1){if((f|0)>=(e|0))break a;h=c[(c[b>>2]|0)+52>>2]|0;g=Rk(a[d>>0]|0)|0;g=eb[h&63](b,g)|0;if((g|0)==(Qk()|0))break a;f=f+1|0;d=d+1|0}}else f=dk(d,1,e,c[b+32>>2]|0)|0;while(0);return f|0}function Bm(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+32|0;n=q+16|0;f=q+8|0;o=q+4|0;p=q;do if(!(Pl(d,Qk()|0)|0)){a[f>>0]=Tk(d)|0;m=b+32|0;if(a[b+44>>0]|0){if((dk(f,1,1,c[m>>2]|0)|0)==1){e=15;break}b=Qk()|0;break}c[o>>2]=n;j=f+1|0;k=b+36|0;g=b+40|0;h=n+8|0;i=n;b=f;while(1){e=c[k>>2]|0;e=mb[c[(c[e>>2]|0)+12>>2]&15](e,c[g>>2]|0,b,j,p,n,h,o)|0;f=(e|0)==1;if((c[p>>2]|0)==(b|0)){e=14;break}if((e|0)==3){if((dk(b,1,1,c[m>>2]|0)|0)!=1){e=14;break}}else{if((e|1|0)!=1){e=14;break}e=(c[o>>2]|0)-i|0;if((dk(n,1,e,c[m>>2]|0)|0)!=(e|0)){e=14;break}b=f?c[p>>2]|0:b}if(!f){e=13;break}}if((e|0)==13){e=15;break}else if((e|0)==14){b=Qk()|0;break}}else e=15;while(0);if((e|0)==15)b=Cm(d)|0;l=q;return b|0}function Cm(a){a=a|0;if(Pl(a,Qk()|0)|0)a=~(Qk()|0);return a|0}function Dm(a){a=a|0;Uk(a);return}function Em(a){a=a|0;Dm(a);Hv(a);return}function Fm(b,d){b=b|0;d=d|0;var e=0,f=0;f=qn(d,1106524)|0;e=b+36|0;c[e>>2]=f;d=b+44|0;c[d>>2]=db[c[(c[f>>2]|0)+24>>2]&127](f)|0;e=c[e>>2]|0;a[b+53>>0]=(db[c[(c[e>>2]|0)+28>>2]&127](e)|0)&1;if((c[d>>2]|0)>8)Gq(43090);else return}function Gm(a){a=a|0;return Jm(a,0)|0}function Hm(a){a=a|0;return Jm(a,1)|0}function Im(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;m=l;l=l+32|0;h=m+16|0;i=m+8|0;f=m+4|0;g=m;n=Rl(d,gl()|0)|0;k=b+52|0;e=(a[k>>0]|0)!=0;j=b+48|0;do if(n)if(e)e=d;else{e=c[j>>2]|0;a[k>>0]=((Rl(e,gl()|0)|0)^1)&1}else{if(e){c[f>>2]=jl(c[j>>2]|0)|0;n=c[b+36>>2]|0;switch(mb[c[(c[n>>2]|0)+12>>2]&15](n,c[b+40>>2]|0,f,f+4|0,g,h,h+8|0,i)|0){case 1:case 2:{g=10;break}case 3:{a[h>>0]=c[j>>2];c[i>>2]=h+1;g=7;break}default:g=7}a:do if((g|0)==7){e=b+32|0;while(1){f=c[i>>2]|0;if(f>>>0<=h>>>0){f=1;e=0;break a}n=f+-1|0;c[i>>2]=n;if((hk(a[n>>0]|0,c[e>>2]|0)|0)==-1){g=10;break}}}while(0);if((g|0)==10){f=0;e=gl()|0}if(!f)break}c[j>>2]=d;a[k>>0]=1;e=d}while(0);l=m;return e|0}function Jm(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;s=l;l=l+32|0;p=s+16|0;q=s+8|0;k=s+4|0;m=s;f=b+52|0;r=b+48|0;if(a[f>>0]|0){e=c[r>>2]|0;if(d){c[r>>2]=gl()|0;a[f>>0]=0}}else{e=c[b+44>>2]|0;e=(e|0)>1?e:1;o=b+32|0;f=0;while(1){if((f|0)>=(e|0)){n=9;break}g=kk(c[o>>2]|0)|0;if((g|0)==-1){n=8;break}a[p+f>>0]=g;f=f+1|0}if((n|0)==8)e=gl()|0;else if((n|0)==9){do if(!(a[b+53>>0]|0)){j=b+40|0;h=b+36|0;i=q+4|0;a:while(1){t=c[j>>2]|0;g=t;f=c[g>>2]|0;g=c[g+4>>2]|0;u=c[h>>2]|0;b=p+e|0;switch(mb[c[(c[u>>2]|0)+16>>2]&15](u,t,p,b,k,q,i,m)|0){case 3:{n=16;break a}case 2:{n=18;break a}case 1:break;default:break a}u=c[j>>2]|0;c[u>>2]=f;c[u+4>>2]=g;if((e|0)==8){n=18;break}f=kk(c[o>>2]|0)|0;if((f|0)==-1){n=18;break}a[b>>0]=f;e=e+1|0}if((n|0)==16)c[q>>2]=a[p>>0];else if((n|0)==18){e=gl()|0;break}n=19}else{c[q>>2]=a[p>>0];n=19}while(0);b:do if((n|0)==19){c:do if(d)c[r>>2]=hl(c[q>>2]|0)|0;else{do{if((e|0)<=0)break c;e=e+-1|0;u=hl(a[p+e>>0]|0)|0}while((hk(u,c[o>>2]|0)|0)!=-1);e=gl()|0;break b}while(0);e=hl(c[q>>2]|0)|0}while(0)}}l=s;return e|0}function Km(a){a=a|0;Ck(a);return}function Lm(a){a=a|0;Km(a);Hv(a);return}function Mm(b,d){b=b|0;d=d|0;var e=0,f=0;f=qn(d,1106516)|0;e=b+36|0;c[e>>2]=f;d=b+44|0;c[d>>2]=db[c[(c[f>>2]|0)+24>>2]&127](f)|0;e=c[e>>2]|0;a[b+53>>0]=(db[c[(c[e>>2]|0)+28>>2]&127](e)|0)&1;if((c[d>>2]|0)>8)Gq(43090);else return}function Nm(a){a=a|0;return Qm(a,0)|0}function Om(a){a=a|0;return Qm(a,1)|0}function Pm(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;m=l;l=l+32|0;h=m+16|0;i=m+4|0;f=m+8|0;g=m;n=Pl(d,Qk()|0)|0;k=b+52|0;e=(a[k>>0]|0)!=0;j=b+48|0;do if(n)if(e)e=d;else{e=c[j>>2]|0;a[k>>0]=((Pl(e,Qk()|0)|0)^1)&1}else{if(e){a[f>>0]=Tk(c[j>>2]|0)|0;n=c[b+36>>2]|0;switch(mb[c[(c[n>>2]|0)+12>>2]&15](n,c[b+40>>2]|0,f,f+1|0,g,h,h+8|0,i)|0){case 1:case 2:{g=10;break}case 3:{a[h>>0]=c[j>>2];c[i>>2]=h+1;g=7;break}default:g=7}a:do if((g|0)==7){e=b+32|0;while(1){f=c[i>>2]|0;if(f>>>0<=h>>>0){f=1;e=0;break a}n=f+-1|0;c[i>>2]=n;if((hk(a[n>>0]|0,c[e>>2]|0)|0)==-1){g=10;break}}}while(0);if((g|0)==10){f=0;e=Qk()|0}if(!f)break}c[j>>2]=d;a[k>>0]=1;e=d}while(0);l=m;return e|0}function Qm(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;s=l;l=l+32|0;p=s+16|0;q=s+8|0;k=s+4|0;m=s;f=b+52|0;r=b+48|0;if(a[f>>0]|0){e=c[r>>2]|0;if(d){c[r>>2]=Qk()|0;a[f>>0]=0}}else{e=c[b+44>>2]|0;e=(e|0)>1?e:1;o=b+32|0;f=0;while(1){if((f|0)>=(e|0)){n=9;break}g=kk(c[o>>2]|0)|0;if((g|0)==-1){n=8;break}a[p+f>>0]=g;f=f+1|0}if((n|0)==8)e=Qk()|0;else if((n|0)==9){do if(!(a[b+53>>0]|0)){j=b+40|0;h=b+36|0;i=q+1|0;a:while(1){t=c[j>>2]|0;g=t;f=c[g>>2]|0;g=c[g+4>>2]|0;u=c[h>>2]|0;b=p+e|0;switch(mb[c[(c[u>>2]|0)+16>>2]&15](u,t,p,b,k,q,i,m)|0){case 3:{n=16;break a}case 2:{n=18;break a}case 1:break;default:break a}u=c[j>>2]|0;c[u>>2]=f;c[u+4>>2]=g;if((e|0)==8){n=18;break}f=kk(c[o>>2]|0)|0;if((f|0)==-1){n=18;break}a[b>>0]=f;e=e+1|0}if((n|0)==16)a[q>>0]=a[p>>0]|0;else if((n|0)==18){e=Qk()|0;break}n=19}else{a[q>>0]=a[p>>0]|0;n=19}while(0);b:do if((n|0)==19){c:do if(d)c[r>>2]=Rk(a[q>>0]|0)|0;else{do{if((e|0)<=0)break c;e=e+-1|0;u=Rk(a[p+e>>0]|0)|0}while((hk(u,c[o>>2]|0)|0)!=-1);e=Qk()|0;break b}while(0);e=Rk(a[q>>0]|0)|0}while(0)}}l=s;return e|0}function Rm(a){a=a|0;Xm(a);return}function Sm(a){a=a|0;Rm(a);Hv(a);return}function Tm(a){a=a|0;if(a|0)ob[c[(c[a>>2]|0)+4>>2]&255](a);return}function Um(b,c,d,e,f){b=b|0;c=c|0;d=d|0;e=e|0;f=f|0;var g=0,h=0;b=c;while(1){if((e|0)==(f|0)){h=7;break}if((b|0)==(d|0)){b=-1;break}c=a[b>>0]|0;g=a[e>>0]|0;if(c<<24>>24<g<<24>>24){b=-1;break}if(g<<24>>24<c<<24>>24){b=1;break}e=e+1|0;b=b+1|0}if((h|0)==7)b=(b|0)!=(d|0)&1;return b|0}function Vm(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0;j=l;l=l+16|0;h=j;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;i=f-e|0;if(i>>>0>4294967279)Kv(b);if(i>>>0<11){a[b+11>>0]=i;g=b}else{d=i+16&-16;g=Ev(d)|0;c[b>>2]=g;c[b+8>>2]=d|-2147483648;c[b+4>>2]=i}d=e;b=g;while(1){if((d|0)==(f|0))break;Ml(b,d);d=d+1|0;b=b+1|0}a[h>>0]=0;Ml(g+i|0,h);l=j;return}function Wm(b,c,d){b=b|0;c=c|0;d=d|0;var e=0,f=0;b=0;while(1){if((c|0)==(d|0))break;e=(a[c>>0]|0)+(b<<4)|0;f=e&-268435456;b=(f>>>24|f)^e;c=c+1|0}return b|0}function Xm(a){a=a|0;return}function Ym(a){a=a|0;Xm(a);return}function Zm(a){a=a|0;Ym(a);Hv(a);return}function _m(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0;a=b;while(1){if((e|0)==(f|0)){h=7;break}if((a|0)==(d|0)){a=-1;break}b=c[a>>2]|0;g=c[e>>2]|0;if((b|0)<(g|0)){a=-1;break}if((g|0)<(b|0)){a=1;break}e=e+4|0;a=a+4|0}if((h|0)==7)a=(a|0)!=(d|0)&1;return a|0}function $m(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0;i=l;l=l+16|0;g=i;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;h=f-e>>2;if(h>>>0>1073741807)Kv(b);do if(h>>>0>=2){d=h+4&-4;if(d>>>0>1073741823)Ia();else{k=Ev(d<<2)|0;c[b>>2]=k;c[b+8>>2]=d|-2147483648;c[b+4>>2]=h;j=e;break}}else{a[b+8+3>>0]=h;j=e;k=b}while(0);while(1){if((j|0)==(f|0))break;bn(k,j);j=j+4|0;k=k+4|0}c[g>>2]=0;bn(k,g);l=i;return}function an(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0;a=0;while(1){if((b|0)==(d|0))break;e=(c[b>>2]|0)+(a<<4)|0;f=e&-268435456;a=(f>>>24|f)^e;b=b+4|0}return a|0}function bn(a,b){a=a|0;b=b|0;c[a>>2]=c[b>>2];return}function cn(a){a=a|0;Xm(a);return}function dn(a){a=a|0;Xm(a);Hv(a);return}function en(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+48|0;i=p+40|0;o=p+16|0;j=p+8|0;k=p+12|0;m=p+4|0;n=p;if(!(c[f+4>>2]&1)){c[j>>2]=-1;n=c[(c[b>>2]|0)+16>>2]|0;c[k>>2]=c[d>>2];c[m>>2]=c[e>>2];c[o>>2]=c[k>>2];c[i>>2]=c[m>>2];c[d>>2]=kb[n&63](b,o,i,f,g,j)|0;switch(c[j>>2]|0){case 0:{a[h>>0]=0;break}case 1:{a[h>>0]=1;break}default:{a[h>>0]=1;c[g>>2]=4}}i=c[d>>2]|0}else{Ql(i,f);m=qn(i,1104724)|0;rn(i);Ql(i,f);b=qn(i,1104740)|0;rn(i);pb[c[(c[b>>2]|0)+24>>2]&63](o,b);pb[c[(c[b>>2]|0)+28>>2]&63](o+12|0,b);c[n>>2]=c[e>>2];b=o+24|0;c[i>>2]=c[n>>2];a[h>>0]=(Yn(d,i,o,b,m,g,1)|0)==(o|0)&1;i=c[d>>2]|0;do{b=b+-12|0;Ov(b)}while((b|0)!=(o|0))}l=p;return i|0}function fn(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=Wn(a,j,i,e,f,g)|0;l=h;return g|0}function gn(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=Un(a,j,i,e,f,g)|0;l=h;return g|0}function hn(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=Sn(a,j,i,e,f,g)|0;l=h;return g|0}function jn(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=Qn(a,j,i,e,f,g)|0;l=h;return g|0}function kn(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=On(a,j,i,e,f,g)|0;l=h;return g|0}function ln(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=Kn(a,j,i,e,f,g)|0;l=h;return g|0}function mn(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=In(a,j,i,e,f,g)|0;l=h;return g|0}function nn(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=Gn(a,j,i,e,f,g)|0;l=h;return g|0}function on(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=Bn(a,j,i,e,f,g)|0;l=h;return g|0}function pn(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0;z=l;l=l+240|0;w=z;u=z+204|0;x=z+192|0;y=z+180|0;v=z+176|0;r=z+16|0;s=z+8|0;t=z+4|0;c[x>>2]=0;c[x+4>>2]=0;c[x+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[x+(b<<2)>>2]=0;b=b+1|0}Ql(y,f);b=qn(y,1104724)|0;gb[c[(c[b>>2]|0)+32>>2]&7](b,43238,43264,u)|0;rn(y);c[y>>2]=0;c[y+4>>2]=0;c[y+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[y+(b<<2)>>2]=0;b=b+1|0}q=y+11|0;p=y+8|0;if((a[q>>0]|0)<0)b=(c[p>>2]&2147483647)+-1|0;else b=10;Vv(y,b,0);b=(a[q>>0]|0)<0?c[y>>2]|0:y;c[v>>2]=b;c[s>>2]=r;c[t>>2]=0;o=y+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(k)break;else break a;else{c[e>>2]=0;A=22;break}}else A=22;while(0);if((A|0)==22){A=0;if(k){i=0;break}else i=0}f=a[q>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[v>>2]|0)==(b+f|0)){Vv(y,f<<1,0);if((a[q>>0]|0)<0)b=(c[p>>2]&2147483647)+-1|0;else b=10;Vv(y,b,0);b=(a[q>>0]|0)<0?c[y>>2]|0:y;c[v>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=Rk(a[f>>0]|0)|0;if(sn(f&255,16,b,v,t,0,x,r,s,u)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+1;Rk(a[f>>0]|0)|0;i=n;continue}}Vv(y,(c[v>>2]|0)-b|0,0);u=(a[q>>0]|0)<0?c[y>>2]|0:y;v=tn()|0;c[w>>2]=h;if((un(u,v,43271,w)|0)!=1)c[g>>2]=4;if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{A=51;break}else{c[e>>2]=0;A=49;break}}else A=49;while(0);if((A|0)==49?f:0)A=51;if((A|0)==51)c[g>>2]=c[g>>2]|2;A=c[d>>2]|0;Ov(y);Ov(x);l=z;return A|0}function qn(a,b){a=a|0;b=b|0;a=c[a>>2]|0;return wn(a,vn(b)|0)|0}function rn(a){a=a|0;yv(c[a>>2]|0)|0;return}function sn(b,d,e,f,g,h,i,j,k,l){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;l=l|0;var m=0,n=0,o=0,p=0;o=c[f>>2]|0;p=(o|0)==(e|0);do if(p){m=(a[l+24>>0]|0)==b<<24>>24;if(!m?(a[l+25>>0]|0)!=b<<24>>24:0){n=5;break}c[f>>2]=e+1;a[e>>0]=m?43:45;c[g>>2]=0;m=0}else n=5;while(0);a:do if((n|0)==5){n=a[i+11>>0]|0;if(b<<24>>24==h<<24>>24?((n<<24>>24<0?c[i+4>>2]|0:n&255)|0)!=0:0){m=c[k>>2]|0;if((m-j|0)>=160){m=0;break}f=c[g>>2]|0;c[k>>2]=m+4;c[m>>2]=f;c[g>>2]=0;m=0;break}i=l+26|0;h=0;while(1){m=l+h|0;if((h|0)==26){m=i;break}if((a[m>>0]|0)==b<<24>>24)break;else h=h+1|0}m=m-l|0;if((m|0)>23)m=-1;else{h=43238+m|0;switch(d|0){case 10:case 8:{if((m|0)>=(d|0)){m=-1;break a}break}case 16:{if((m|0)>=22){if(p){m=-1;break a}if((o-e|0)>=3){m=-1;break a}if((a[o+-1>>0]|0)!=48){m=-1;break a}c[g>>2]=0;m=a[h>>0]|0;c[f>>2]=o+1;a[o>>0]=m;m=0;break a}break}default:{}}m=a[h>>0]|0;c[f>>2]=o+1;a[o>>0]=m;c[g>>2]=(c[g>>2]|0)+1;m=0}}while(0);return m|0}function tn(){if((a[919480]|0)==0?Yw(919480)|0:0)c[276183]=tj(2147483647,43274,0)|0;return c[276183]|0}function un(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0;f=l;l=l+16|0;g=f;c[g>>2]=e;e=lj(b)|0;b=Wj(a,d,g)|0;if(e|0)lj(e)|0;l=f;return b|0}function vn(a){a=a|0;var b=0,d=0,e=0,f=0,g=0;f=l;l=l+48|0;b=f+32|0;d=f+24|0;e=f;g=f+16|0;c[g>>2]=174;c[g+4>>2]=0;c[b>>2]=c[g>>2];c[b+4>>2]=c[g+4>>2];yn(e,b,a);if((c[a>>2]|0)!=-1){c[b>>2]=e;c[d>>2]=b;Dv(a,d,175)}l=f;return (c[a+4>>2]|0)+-1|0}function wn(a,b){a=a|0;b=b|0;return c[(c[a+8>>2]|0)+(b<<2)>>2]|0}function xn(a){a=a|0;var b=0;b=c[276184]|0;c[276184]=b+1;c[a+4>>2]=b+1;return}function yn(a,b,d){a=a|0;b=b|0;d=d|0;var e=0;e=c[b>>2]|0;b=c[b+4>>2]|0;c[a>>2]=d;c[a+4>>2]=e;c[a+8>>2]=b;return}function zn(a){a=a|0;An(c[c[a>>2]>>2]|0);return}function An(a){a=a|0;var b=0,d=0,e=0;b=c[a+4>>2]|0;e=c[a+8>>2]|0;d=(c[a>>2]|0)+(e>>1)|0;if(!(e&1))a=b;else a=c[(c[d>>2]|0)+b>>2]|0;ob[a&255](d);return}function Bn(b,d,e,f,g,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0;E=l;l=l+240|0;t=E+200|0;u=E+199|0;v=E+198|0;D=E+184|0;C=E+172|0;w=E+168|0;x=E+8|0;y=E+4|0;z=E;A=E+197|0;s=E+196|0;Cn(D,f,t,u,v);c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}q=C+11|0;r=C+8|0;if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b;c[y>>2]=x;c[z>>2]=0;a[A>>0]=1;a[s>>0]=69;p=C+4|0;k=c[d>>2]|0;j=k;a:while(1){if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[e>>2]|0;do if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(m)break;else break a;else{c[e>>2]=0;F=19;break}}else F=19;while(0);if((F|0)==19){F=0;if(m){j=0;break}else j=0}f=a[q>>0]|0;f=f<<24>>24<0?c[p>>2]|0:f&255;if((c[w>>2]|0)==(b+f|0)){Vv(C,f<<1,0);if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b+f}m=o+12|0;f=c[m>>2]|0;n=o+16|0;if((f|0)==(c[n>>2]|0))f=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else f=Rk(a[f>>0]|0)|0;if(Dn(f&255,A,s,b,w,a[u>>0]|0,a[v>>0]|0,D,x,y,z,t)|0)break;f=c[m>>2]|0;if((f|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=f+1;Rk(a[f>>0]|0)|0;j=o;continue}}v=a[D+11>>0]|0;if(!((a[A>>0]|0)==0?1:((v<<24>>24<0?c[D+4>>2]|0:v&255)|0)==0)?(B=c[y>>2]|0,(B-x|0)<160):0){A=c[z>>2]|0;c[y>>2]=B+4;c[B>>2]=A}h[i>>3]=+En(b,c[w>>2]|0,g);Fn(D,x,c[y>>2]|0,g);if(o){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(j){b=c[j+12>>2]|0;if((b|0)==(c[j+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{F=49;break}else{c[e>>2]=0;F=47;break}}else F=47;while(0);if((F|0)==47?f:0)F=49;if((F|0)==49)c[g>>2]=c[g>>2]|2;F=c[d>>2]|0;Ov(C);Ov(D);l=E;return F|0}function Cn(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;i=h;Ql(i,d);d=qn(i,1104724)|0;gb[c[(c[d>>2]|0)+32>>2]&7](d,43238,43270,e)|0;e=qn(i,1104740)|0;a[f>>0]=db[c[(c[e>>2]|0)+12>>2]&127](e)|0;a[g>>0]=db[c[(c[e>>2]|0)+16>>2]&127](e)|0;pb[c[(c[e>>2]|0)+20>>2]&63](b,e);rn(i);l=h;return}function Dn(b,d,e,f,g,h,i,j,k,l,m,n){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;l=l|0;m=m|0;n=n|0;var o=0,p=0,q=0;p=k;a:do if(b<<24>>24==h<<24>>24)if(a[d>>0]|0){a[d>>0]=0;e=c[g>>2]|0;c[g>>2]=e+1;a[e>>0]=46;g=a[j+11>>0]|0;if(((g<<24>>24<0?c[j+4>>2]|0:g&255)|0)!=0?(o=c[l>>2]|0,(o-p|0)<160):0){k=c[m>>2]|0;c[l>>2]=o+4;c[o>>2]=k;k=0}else k=0}else k=-1;else{if(b<<24>>24==i<<24>>24?(i=a[j+11>>0]|0,(i<<24>>24<0?c[j+4>>2]|0:i&255)|0):0){if(!(a[d>>0]|0)){k=-1;break}k=c[l>>2]|0;if((k-p|0)>=160){k=0;break}g=c[m>>2]|0;c[l>>2]=k+4;c[k>>2]=g;c[m>>2]=0;k=0;break}h=n+32|0;o=0;while(1){k=n+o|0;if((o|0)==32){k=h;break}if((a[k>>0]|0)==b<<24>>24)break;else o=o+1|0}o=k-n|0;if((o|0)>31)k=-1;else{h=a[43238+o>>0]|0;switch(o|0){case 24:case 25:{k=c[g>>2]|0;if((k|0)!=(f|0)?(a[k+-1>>0]&95)!=(a[e>>0]&127):0){k=-1;break a}c[g>>2]=k+1;a[k>>0]=h;k=0;break a}case 23:case 22:{a[e>>0]=80;k=c[g>>2]|0;c[g>>2]=k+1;a[k>>0]=h;k=0;break a}default:{k=h&95;if((((k|0)==(a[e>>0]|0)?(a[e>>0]=k|128,a[d>>0]|0):0)?(a[d>>0]=0,e=a[j+11>>0]|0,(e<<24>>24<0?c[j+4>>2]|0:e&255)|0):0)?(q=c[l>>2]|0,(q-p|0)<160):0){e=c[m>>2]|0;c[l>>2]=q+4;c[q>>2]=e}l=c[g>>2]|0;c[g>>2]=l+1;a[l>>0]=h;if((o|0)>21){k=0;break a}c[m>>2]=(c[m>>2]|0)+1;k=0;break a}}}}while(0);return k|0}function En(a,b,d){a=a|0;b=b|0;d=d|0;var e=0.0,f=0,g=0,h=0,i=0;i=l;l=l+16|0;f=i;if((a|0)==(b|0)){c[d>>2]=4;e=0.0}else{g=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;e=+_i(a,f,tn()|0);a=c[(Th()|0)>>2]|0;if(!a)c[(Th()|0)>>2]=g;if((c[f>>2]|0)==(b|0)){if((a|0)==34)h=6}else{e=0.0;h=6}if((h|0)==6)c[d>>2]=4}l=i;return +e}function Fn(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,l=0,m=0;k=a[b+11>>0]|0;j=k<<24>>24<0;i=b+4|0;g=c[i>>2]|0;k=k&255;do if((j?g:k)|0){if((d|0)!=(e|0)){g=e;h=d;while(1){g=g+-4|0;if(h>>>0>=g>>>0)break;m=c[h>>2]|0;c[h>>2]=c[g>>2];c[g>>2]=m;h=h+4|0}g=c[i>>2]|0}m=j?c[b>>2]|0:b;e=e+-4|0;b=m+(j?g:k)|0;g=m;while(1){h=a[g>>0]|0;i=h<<24>>24>0&h<<24>>24!=127;if(d>>>0>=e>>>0)break;if(i?(h<<24>>24|0)!=(c[d>>2]|0):0){l=10;break}d=d+4|0;g=(b-g|0)>1?g+1|0:g}if((l|0)==10){c[f>>2]=4;break}if(i?((c[e>>2]|0)+-1|0)>>>0>=h<<24>>24>>>0:0)c[f>>2]=4}while(0);return}function Gn(b,d,e,f,g,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0;E=l;l=l+240|0;t=E+200|0;u=E+199|0;v=E+198|0;D=E+184|0;C=E+172|0;w=E+168|0;x=E+8|0;y=E+4|0;z=E;A=E+197|0;s=E+196|0;Cn(D,f,t,u,v);c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}q=C+11|0;r=C+8|0;if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b;c[y>>2]=x;c[z>>2]=0;a[A>>0]=1;a[s>>0]=69;p=C+4|0;k=c[d>>2]|0;j=k;a:while(1){if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[e>>2]|0;do if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(m)break;else break a;else{c[e>>2]=0;F=19;break}}else F=19;while(0);if((F|0)==19){F=0;if(m){j=0;break}else j=0}f=a[q>>0]|0;f=f<<24>>24<0?c[p>>2]|0:f&255;if((c[w>>2]|0)==(b+f|0)){Vv(C,f<<1,0);if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b+f}m=o+12|0;f=c[m>>2]|0;n=o+16|0;if((f|0)==(c[n>>2]|0))f=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else f=Rk(a[f>>0]|0)|0;if(Dn(f&255,A,s,b,w,a[u>>0]|0,a[v>>0]|0,D,x,y,z,t)|0)break;f=c[m>>2]|0;if((f|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=f+1;Rk(a[f>>0]|0)|0;j=o;continue}}v=a[D+11>>0]|0;if(!((a[A>>0]|0)==0?1:((v<<24>>24<0?c[D+4>>2]|0:v&255)|0)==0)?(B=c[y>>2]|0,(B-x|0)<160):0){A=c[z>>2]|0;c[y>>2]=B+4;c[B>>2]=A}h[i>>3]=+Hn(b,c[w>>2]|0,g);Fn(D,x,c[y>>2]|0,g);if(o){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(j){b=c[j+12>>2]|0;if((b|0)==(c[j+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{F=49;break}else{c[e>>2]=0;F=47;break}}else F=47;while(0);if((F|0)==47?f:0)F=49;if((F|0)==49)c[g>>2]=c[g>>2]|2;F=c[d>>2]|0;Ov(C);Ov(D);l=E;return F|0}function Hn(a,b,d){a=a|0;b=b|0;d=d|0;var e=0.0,f=0,g=0,h=0,i=0;i=l;l=l+16|0;f=i;if((a|0)==(b|0)){c[d>>2]=4;e=0.0}else{g=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;e=+Zi(a,f,tn()|0);a=c[(Th()|0)>>2]|0;if(!a)c[(Th()|0)>>2]=g;if((c[f>>2]|0)==(b|0)){if((a|0)==34)h=6}else{e=0.0;h=6}if((h|0)==6)c[d>>2]=4}l=i;return +e}function In(b,d,e,f,h,i){b=b|0;d=d|0;e=e|0;f=f|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0;E=l;l=l+240|0;t=E+200|0;u=E+199|0;v=E+198|0;D=E+184|0;C=E+172|0;w=E+168|0;x=E+8|0;y=E+4|0;z=E;A=E+197|0;s=E+196|0;Cn(D,f,t,u,v);c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}q=C+11|0;r=C+8|0;if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b;c[y>>2]=x;c[z>>2]=0;a[A>>0]=1;a[s>>0]=69;p=C+4|0;k=c[d>>2]|0;j=k;a:while(1){if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[e>>2]|0;do if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(m)break;else break a;else{c[e>>2]=0;F=19;break}}else F=19;while(0);if((F|0)==19){F=0;if(m){j=0;break}else j=0}f=a[q>>0]|0;f=f<<24>>24<0?c[p>>2]|0:f&255;if((c[w>>2]|0)==(b+f|0)){Vv(C,f<<1,0);if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b+f}m=o+12|0;f=c[m>>2]|0;n=o+16|0;if((f|0)==(c[n>>2]|0))f=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else f=Rk(a[f>>0]|0)|0;if(Dn(f&255,A,s,b,w,a[u>>0]|0,a[v>>0]|0,D,x,y,z,t)|0)break;f=c[m>>2]|0;if((f|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=f+1;Rk(a[f>>0]|0)|0;j=o;continue}}v=a[D+11>>0]|0;if(!((a[A>>0]|0)==0?1:((v<<24>>24<0?c[D+4>>2]|0:v&255)|0)==0)?(B=c[y>>2]|0,(B-x|0)<160):0){A=c[z>>2]|0;c[y>>2]=B+4;c[B>>2]=A}g[i>>2]=+Jn(b,c[w>>2]|0,h);Fn(D,x,c[y>>2]|0,h);if(o){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(j){b=c[j+12>>2]|0;if((b|0)==(c[j+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{F=49;break}else{c[e>>2]=0;F=47;break}}else F=47;while(0);if((F|0)==47?f:0)F=49;if((F|0)==49)c[h>>2]=c[h>>2]|2;F=c[d>>2]|0;Ov(C);Ov(D);l=E;return F|0}function Jn(a,b,d){a=a|0;b=b|0;d=d|0;var e=0.0,f=0,g=0,h=0,i=0;i=l;l=l+16|0;f=i;if((a|0)==(b|0)){c[d>>2]=4;e=0.0}else{g=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;e=+Yi(a,f,tn()|0);a=c[(Th()|0)>>2]|0;if(!a)c[(Th()|0)>>2]=g;if((c[f>>2]|0)==(b|0)){if((a|0)==34)h=6}else{e=0.0;h=6}if((h|0)==6)c[d>>2]=4}l=i;return +e}function Kn(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0;C=l;l=l+224|0;r=C+198|0;s=C+196|0;A=C+184|0;B=C+172|0;t=C+168|0;u=C+8|0;v=C+4|0;w=C;x=Ln(f)|0;Mn(A,f,r,s);c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}p=B+11|0;q=B+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=B+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(k)break;else break a;else{c[e>>2]=0;D=19;break}}else D=19;while(0);if((D|0)==19){D=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(B,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=Rk(a[f>>0]|0)|0;if(sn(f&255,x,b,t,w,a[s>>0]|0,A,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+1;Rk(a[f>>0]|0)|0;i=n;continue}}s=a[A+11>>0]|0;if((s<<24>>24<0?c[A+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}y=Nn(b,c[t>>2]|0,g,x)|0;c[h>>2]=y;c[h+4>>2]=z;Fn(A,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{D=49;break}else{c[e>>2]=0;D=47;break}}else D=47;while(0);if((D|0)==47?f:0)D=49;if((D|0)==49)c[g>>2]=c[g>>2]|2;D=c[d>>2]|0;Ov(B);Ov(A);l=C;return D|0}function Ln(a){a=a|0;switch(c[a+4>>2]&74){case 64:{a=8;break}case 8:{a=16;break}case 0:{a=0;break}default:a=10}return a|0}function Mn(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0;g=l;l=l+16|0;h=g;Ql(h,d);d=qn(h,1104724)|0;gb[c[(c[d>>2]|0)+32>>2]&7](d,43238,43264,e)|0;e=qn(h,1104740)|0;a[f>>0]=db[c[(c[e>>2]|0)+16>>2]&127](e)|0;pb[c[(c[e>>2]|0)+20>>2]&63](b,e);rn(h);l=g;return}function Nn(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0;k=l;l=l+16|0;h=k;do if((b|0)==(d|0)){c[e>>2]=4;f=0;b=0}else{if((a[b>>0]|0)==45){c[e>>2]=4;f=0;b=0;break}i=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;b=ek(b,h,f,tn()|0)|0;f=z;g=c[(Th()|0)>>2]|0;if(!g)c[(Th()|0)>>2]=i;if((c[h>>2]|0)==(d|0)){if((g|0)==34){b=-1;f=-1;j=8}}else{b=0;f=0;j=8}if((j|0)==8)c[e>>2]=4}while(0);z=f;l=k;return b|0}function On(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0;B=l;l=l+224|0;r=B+198|0;s=B+196|0;z=B+184|0;A=B+172|0;t=B+168|0;u=B+8|0;v=B+4|0;w=B;x=Ln(f)|0;Mn(z,f,r,s);c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}p=A+11|0;q=A+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=A+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(k)break;else break a;else{c[e>>2]=0;C=19;break}}else C=19;while(0);if((C|0)==19){C=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(A,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=Rk(a[f>>0]|0)|0;if(sn(f&255,x,b,t,w,a[s>>0]|0,z,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+1;Rk(a[f>>0]|0)|0;i=n;continue}}s=a[z+11>>0]|0;if((s<<24>>24<0?c[z+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}c[h>>2]=Pn(b,c[t>>2]|0,g,x)|0;Fn(z,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{C=49;break}else{c[e>>2]=0;C=47;break}}else C=47;while(0);if((C|0)==47?f:0)C=49;if((C|0)==49)c[g>>2]=c[g>>2]|2;C=c[d>>2]|0;Ov(A);Ov(z);l=B;return C|0}function Pn(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0;j=l;l=l+16|0;h=j;do if((b|0)==(d|0)){c[e>>2]=4;b=0}else{if((a[b>>0]|0)==45){c[e>>2]=4;b=0;break}i=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;b=ek(b,h,f,tn()|0)|0;f=z;g=c[(Th()|0)>>2]|0;if(!g)c[(Th()|0)>>2]=i;do if((c[h>>2]|0)==(d|0))if(f>>>0>0|(f|0)==0&b>>>0>4294967295|(g|0)==34){c[e>>2]=4;b=-1;break}else break;else{c[e>>2]=4;b=0}while(0)}while(0);l=j;return b|0}function Qn(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0;B=l;l=l+224|0;r=B+198|0;s=B+196|0;z=B+184|0;A=B+172|0;t=B+168|0;u=B+8|0;v=B+4|0;w=B;x=Ln(f)|0;Mn(z,f,r,s);c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}p=A+11|0;q=A+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=A+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(k)break;else break a;else{c[e>>2]=0;C=19;break}}else C=19;while(0);if((C|0)==19){C=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(A,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=Rk(a[f>>0]|0)|0;if(sn(f&255,x,b,t,w,a[s>>0]|0,z,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+1;Rk(a[f>>0]|0)|0;i=n;continue}}s=a[z+11>>0]|0;if((s<<24>>24<0?c[z+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}c[h>>2]=Rn(b,c[t>>2]|0,g,x)|0;Fn(z,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{C=49;break}else{c[e>>2]=0;C=47;break}}else C=47;while(0);if((C|0)==47?f:0)C=49;if((C|0)==49)c[g>>2]=c[g>>2]|2;C=c[d>>2]|0;Ov(A);Ov(z);l=B;return C|0}function Rn(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0;j=l;l=l+16|0;h=j;do if((b|0)==(d|0)){c[e>>2]=4;b=0}else{if((a[b>>0]|0)==45){c[e>>2]=4;b=0;break}i=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;b=ek(b,h,f,tn()|0)|0;f=z;g=c[(Th()|0)>>2]|0;if(!g)c[(Th()|0)>>2]=i;do if((c[h>>2]|0)==(d|0))if(f>>>0>0|(f|0)==0&b>>>0>4294967295|(g|0)==34){c[e>>2]=4;b=-1;break}else break;else{c[e>>2]=4;b=0}while(0)}while(0);l=j;return b|0}function Sn(d,e,f,g,h,i){d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0;C=l;l=l+224|0;s=C+198|0;t=C+196|0;A=C+184|0;B=C+172|0;u=C+168|0;v=C+8|0;w=C+4|0;x=C;y=Ln(g)|0;Mn(A,g,s,t);c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;d=0;while(1){if((d|0)==3)break;c[B+(d<<2)>>2]=0;d=d+1|0}q=B+11|0;r=B+8|0;if((a[q>>0]|0)<0)d=(c[r>>2]&2147483647)+-1|0;else d=10;Vv(B,d,0);d=(a[q>>0]|0)<0?c[B>>2]|0:B;c[u>>2]=d;c[w>>2]=v;c[x>>2]=0;p=B+4|0;k=c[e>>2]|0;j=k;a:while(1){if(j){g=c[j+12>>2]|0;if((g|0)==(c[j+16>>2]|0))g=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else g=Rk(a[g>>0]|0)|0;if(Pl(g,Qk()|0)|0){c[e>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[f>>2]|0;do if(j){g=c[j+12>>2]|0;if((g|0)==(c[j+16>>2]|0))g=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else g=Rk(a[g>>0]|0)|0;if(!(Pl(g,Qk()|0)|0))if(m)break;else break a;else{c[f>>2]=0;D=19;break}}else D=19;while(0);if((D|0)==19){D=0;if(m){j=0;break}else j=0}g=a[q>>0]|0;g=g<<24>>24<0?c[p>>2]|0:g&255;if((c[u>>2]|0)==(d+g|0)){Vv(B,g<<1,0);if((a[q>>0]|0)<0)d=(c[r>>2]&2147483647)+-1|0;else d=10;Vv(B,d,0);d=(a[q>>0]|0)<0?c[B>>2]|0:B;c[u>>2]=d+g}m=o+12|0;g=c[m>>2]|0;n=o+16|0;if((g|0)==(c[n>>2]|0))g=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else g=Rk(a[g>>0]|0)|0;if(sn(g&255,y,d,u,x,a[t>>0]|0,A,v,w,s)|0)break;g=c[m>>2]|0;if((g|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=g+1;Rk(a[g>>0]|0)|0;j=o;continue}}t=a[A+11>>0]|0;if((t<<24>>24<0?c[A+4>>2]|0:t&255)|0?(z=c[w>>2]|0,(z-v|0)<160):0){x=c[x>>2]|0;c[w>>2]=z+4;c[z>>2]=x}b[i>>1]=Tn(d,c[u>>2]|0,h,y)|0;Fn(A,v,c[w>>2]|0,h);if(o){d=c[o+12>>2]|0;if((d|0)==(c[o+16>>2]|0))d=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else d=Rk(a[d>>0]|0)|0;if(Pl(d,Qk()|0)|0){c[e>>2]=0;g=1}else g=0}else g=1;do if(j){d=c[j+12>>2]|0;if((d|0)==(c[j+16>>2]|0))d=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else d=Rk(a[d>>0]|0)|0;if(!(Pl(d,Qk()|0)|0))if(g)break;else{D=49;break}else{c[f>>2]=0;D=47;break}}else D=47;while(0);if((D|0)==47?g:0)D=49;if((D|0)==49)c[h>>2]=c[h>>2]|2;D=c[e>>2]|0;Ov(B);Ov(A);l=C;return D|0}function Tn(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0;j=l;l=l+16|0;h=j;do if((b|0)==(d|0)){c[e>>2]=4;b=0}else{if((a[b>>0]|0)==45){c[e>>2]=4;b=0;break}i=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;b=ek(b,h,f,tn()|0)|0;f=z;g=c[(Th()|0)>>2]|0;if(!g)c[(Th()|0)>>2]=i;do if((c[h>>2]|0)==(d|0))if(f>>>0>0|(f|0)==0&b>>>0>65535|(g|0)==34){c[e>>2]=4;b=-1;break}else{b=b&65535;break}else{c[e>>2]=4;b=0}while(0)}while(0);l=j;return b|0}function Un(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0;C=l;l=l+224|0;r=C+198|0;s=C+196|0;A=C+184|0;B=C+172|0;t=C+168|0;u=C+8|0;v=C+4|0;w=C;x=Ln(f)|0;Mn(A,f,r,s);c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}p=B+11|0;q=B+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=B+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(k)break;else break a;else{c[e>>2]=0;D=19;break}}else D=19;while(0);if((D|0)==19){D=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(B,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=Rk(a[f>>0]|0)|0;if(sn(f&255,x,b,t,w,a[s>>0]|0,A,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+1;Rk(a[f>>0]|0)|0;i=n;continue}}s=a[A+11>>0]|0;if((s<<24>>24<0?c[A+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}y=Vn(b,c[t>>2]|0,g,x)|0;c[h>>2]=y;c[h+4>>2]=z;Fn(A,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{D=49;break}else{c[e>>2]=0;D=47;break}}else D=47;while(0);if((D|0)==47?f:0)D=49;if((D|0)==49)c[g>>2]=c[g>>2]|2;D=c[d>>2]|0;Ov(B);Ov(A);l=C;return D|0}function Vn(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0;i=l;l=l+16|0;g=i;if((a|0)==(b|0)){c[d>>2]=4;e=0;a=0}else{h=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;a=fk(a,g,e,tn()|0)|0;e=z;f=c[(Th()|0)>>2]|0;if(!f)c[(Th()|0)>>2]=h;if((c[g>>2]|0)==(b|0)){if((f|0)==34){c[d>>2]=4;e=(e|0)>0|(e|0)==0&a>>>0>0;a=e?-1:0;e=e?2147483647:-2147483648}}else{c[d>>2]=4;a=0;e=0}}z=e;l=i;return a|0}function Wn(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0;B=l;l=l+224|0;r=B+198|0;s=B+196|0;z=B+184|0;A=B+172|0;t=B+168|0;u=B+8|0;v=B+4|0;w=B;x=Ln(f)|0;Mn(z,f,r,s);c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}p=A+11|0;q=A+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=A+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(Pl(f,Qk()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=Rk(a[f>>0]|0)|0;if(!(Pl(f,Qk()|0)|0))if(k)break;else break a;else{c[e>>2]=0;C=19;break}}else C=19;while(0);if((C|0)==19){C=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(A,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=Rk(a[f>>0]|0)|0;if(sn(f&255,x,b,t,w,a[s>>0]|0,z,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+1;Rk(a[f>>0]|0)|0;i=n;continue}}s=a[z+11>>0]|0;if((s<<24>>24<0?c[z+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}c[h>>2]=Xn(b,c[t>>2]|0,g,x)|0;Fn(z,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=Rk(a[b>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(f)break;else{C=49;break}else{c[e>>2]=0;C=47;break}}else C=47;while(0);if((C|0)==47?f:0)C=49;if((C|0)==49)c[g>>2]=c[g>>2]|2;C=c[d>>2]|0;Ov(A);Ov(z);l=B;return C|0}function Xn(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0;i=l;l=l+16|0;g=i;if((a|0)==(b|0)){c[d>>2]=4;a=0}else{h=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;a=fk(a,g,e,tn()|0)|0;e=z;f=c[(Th()|0)>>2]|0;if(!f)c[(Th()|0)>>2]=h;a:do if((c[g>>2]|0)==(b|0)){do if((f|0)==34){c[d>>2]=4;if((e|0)>0|(e|0)==0&a>>>0>0){a=2147483647;break a}}else{if((e|0)<-1|(e|0)==-1&a>>>0<2147483648){c[d>>2]=4;break}if((e|0)>0|(e|0)==0&a>>>0>2147483647){c[d>>2]=4;a=2147483647;break a}else break a}while(0);a=-2147483648}else{c[d>>2]=4;a=0}while(0)}l=i;return a|0}function Yn(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;y=l;l=l+112|0;k=y;m=(f-e|0)/12|0;if(m>>>0>100){k=Kh(m)|0;if(!k)Jv();else{j=k;w=k}}else{j=k;w=0}o=e;p=j;k=0;while(1){if((o|0)==(f|0))break;n=a[o+11>>0]|0;if(n<<24>>24<0)n=c[o+4>>2]|0;else n=n&255;if(!n){a[p>>0]=2;m=m+-1|0;k=k+1|0}else a[p>>0]=1;o=o+12|0;p=p+1|0}v=0;t=k;a:while(1){k=c[b>>2]|0;do if(k){n=c[k+12>>2]|0;if((n|0)==(c[k+16>>2]|0))k=db[c[(c[k>>2]|0)+36>>2]&127](k)|0;else k=Rk(a[n>>0]|0)|0;if(Pl(k,Qk()|0)|0){c[b>>2]=0;p=1;break}else{p=(c[b>>2]|0)==0;break}}else p=1;while(0);n=c[d>>2]|0;if(n){k=c[n+12>>2]|0;if((k|0)==(c[n+16>>2]|0))k=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else k=Rk(a[k>>0]|0)|0;if(Pl(k,Qk()|0)|0){c[d>>2]=0;n=0;k=1}else k=0}else{n=0;k=1}o=c[b>>2]|0;if(!((m|0)!=0&(p^k)))break;k=c[o+12>>2]|0;if((k|0)==(c[o+16>>2]|0))k=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else k=Rk(a[k>>0]|0)|0;k=k&255;if(!i)k=eb[c[(c[g>>2]|0)+12>>2]&63](g,k)|0;u=v+1|0;r=e;q=0;s=j;while(1){if((r|0)==(f|0))break;do if((a[s>>0]|0)==1){o=r+11|0;if((a[o>>0]|0)<0)n=c[r>>2]|0;else n=r;n=a[n+v>>0]|0;if(!i)n=eb[c[(c[g>>2]|0)+12>>2]&63](g,n)|0;p=m+-1|0;if(k<<24>>24!=n<<24>>24){a[s>>0]=0;n=q;o=t;m=p;break}n=a[o>>0]|0;if(n<<24>>24<0)n=c[r+4>>2]|0;else n=n&255;if((n|0)==(u|0)){a[s>>0]=2;n=1;o=t+1|0;m=p}else{n=1;o=t}}else{n=q;o=t}while(0);r=r+12|0;q=n;s=s+1|0;t=o}if(!q){v=u;continue}k=c[b>>2]|0;n=k+12|0;o=c[n>>2]|0;if((o|0)==(c[k+16>>2]|0))db[c[(c[k>>2]|0)+40>>2]&127](k)|0;else{c[n>>2]=o+1;Rk(a[o>>0]|0)|0}if((t+m|0)>>>0>1){o=e;p=j;k=t}else{v=u;continue}while(1){if((o|0)==(f|0)){v=u;t=k;continue a}if((a[p>>0]|0)==2){n=a[o+11>>0]|0;if(n<<24>>24<0)n=c[o+4>>2]|0;else n=n&255;if((n|0)!=(u|0)){a[p>>0]=0;k=k+-1|0}}o=o+12|0;p=p+1|0}}do if(o){k=c[o+12>>2]|0;if((k|0)==(c[o+16>>2]|0))k=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else k=Rk(a[k>>0]|0)|0;if(Pl(k,Qk()|0)|0){c[b>>2]=0;m=1;break}else{m=(c[b>>2]|0)==0;break}}else m=1;while(0);do if(n){k=c[n+12>>2]|0;if((k|0)==(c[n+16>>2]|0))k=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else k=Rk(a[k>>0]|0)|0;if(!(Pl(k,Qk()|0)|0))if(m)break;else{x=77;break}else{c[d>>2]=0;x=41;break}}else x=41;while(0);if((x|0)==41)if(m)x=77;if((x|0)==77)c[h>>2]=c[h>>2]|2;while(1){if((e|0)==(f|0)){x=81;break}if((a[j>>0]|0)==2)break;e=e+12|0;j=j+1|0}if((x|0)==81){c[h>>2]=c[h>>2]|4;e=f}Lh(w);l=y;return e|0}function Zn(a){a=a|0;Xm(a);return}function _n(a){a=a|0;Xm(a);Hv(a);return}function $n(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+48|0;i=p+40|0;o=p+16|0;j=p+8|0;k=p+12|0;m=p+4|0;n=p;if(!(c[f+4>>2]&1)){c[j>>2]=-1;n=c[(c[b>>2]|0)+16>>2]|0;c[k>>2]=c[d>>2];c[m>>2]=c[e>>2];c[o>>2]=c[k>>2];c[i>>2]=c[m>>2];c[d>>2]=kb[n&63](b,o,i,f,g,j)|0;switch(c[j>>2]|0){case 0:{a[h>>0]=0;break}case 1:{a[h>>0]=1;break}default:{a[h>>0]=1;c[g>>2]=4}}i=c[d>>2]|0}else{Ql(i,f);m=qn(i,1104756)|0;rn(i);Ql(i,f);b=qn(i,1104764)|0;rn(i);pb[c[(c[b>>2]|0)+24>>2]&63](o,b);pb[c[(c[b>>2]|0)+28>>2]&63](o+12|0,b);c[n>>2]=c[e>>2];b=o+24|0;c[i>>2]=c[n>>2];a[h>>0]=(yo(d,i,o,b,m,g,1)|0)==(o|0)&1;i=c[d>>2]|0;do{b=b+-12|0;ew(b)}while((b|0)!=(o|0))}l=p;return i|0}function ao(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=xo(a,j,i,e,f,g)|0;l=h;return g|0}function bo(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=wo(a,j,i,e,f,g)|0;l=h;return g|0}function co(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=vo(a,j,i,e,f,g)|0;l=h;return g|0}function eo(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=uo(a,j,i,e,f,g)|0;l=h;return g|0}function fo(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=to(a,j,i,e,f,g)|0;l=h;return g|0}function go(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=ro(a,j,i,e,f,g)|0;l=h;return g|0}function ho(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=qo(a,j,i,e,f,g)|0;l=h;return g|0}function io(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=po(a,j,i,e,f,g)|0;l=h;return g|0}function jo(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=mo(a,j,i,e,f,g)|0;l=h;return g|0}function ko(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0;z=l;l=l+320|0;w=z;u=z+208|0;x=z+192|0;y=z+180|0;v=z+176|0;r=z+16|0;s=z+8|0;t=z+4|0;c[x>>2]=0;c[x+4>>2]=0;c[x+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[x+(b<<2)>>2]=0;b=b+1|0}Ql(y,f);b=qn(y,1104756)|0;gb[c[(c[b>>2]|0)+48>>2]&7](b,43238,43264,u)|0;rn(y);c[y>>2]=0;c[y+4>>2]=0;c[y+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[y+(b<<2)>>2]=0;b=b+1|0}q=y+11|0;p=y+8|0;if((a[q>>0]|0)<0)b=(c[p>>2]&2147483647)+-1|0;else b=10;Vv(y,b,0);b=(a[q>>0]|0)<0?c[y>>2]|0:y;c[v>>2]=b;c[s>>2]=r;c[t>>2]=0;o=y+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(k)break;else break a;else{c[e>>2]=0;A=22;break}}else A=22;while(0);if((A|0)==22){A=0;if(k){i=0;break}else i=0}f=a[q>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[v>>2]|0)==(b+f|0)){Vv(y,f<<1,0);if((a[q>>0]|0)<0)b=(c[p>>2]&2147483647)+-1|0;else b=10;Vv(y,b,0);b=(a[q>>0]|0)<0?c[y>>2]|0:y;c[v>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=hl(c[f>>2]|0)|0;if(lo(f,16,b,v,t,0,x,r,s,u)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+4;hl(c[f>>2]|0)|0;i=n;continue}}Vv(y,(c[v>>2]|0)-b|0,0);u=(a[q>>0]|0)<0?c[y>>2]|0:y;v=tn()|0;c[w>>2]=h;if((un(u,v,43271,w)|0)!=1)c[g>>2]=4;if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{A=51;break}else{c[e>>2]=0;A=49;break}}else A=49;while(0);if((A|0)==49?f:0)A=51;if((A|0)==51)c[g>>2]=c[g>>2]|2;A=c[d>>2]|0;Ov(y);Ov(x);l=z;return A|0}function lo(b,d,e,f,g,h,i,j,k,l){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;l=l|0;var m=0,n=0,o=0,p=0;o=c[f>>2]|0;p=(o|0)==(e|0);do if(p){m=(c[l+96>>2]|0)==(b|0);if(!m?(c[l+100>>2]|0)!=(b|0):0){n=5;break}c[f>>2]=e+1;a[e>>0]=m?43:45;c[g>>2]=0;m=0}else n=5;while(0);a:do if((n|0)==5){n=a[i+11>>0]|0;if((b|0)==(h|0)?((n<<24>>24<0?c[i+4>>2]|0:n&255)|0)!=0:0){m=c[k>>2]|0;if((m-j|0)>=160){m=0;break}f=c[g>>2]|0;c[k>>2]=m+4;c[m>>2]=f;c[g>>2]=0;m=0;break}i=l+104|0;h=0;while(1){m=l+(h<<2)|0;if((h|0)==26){m=i;break}if((c[m>>2]|0)==(b|0))break;else h=h+1|0}m=m-l|0;h=m>>2;if((m|0)>92)m=-1;else{i=43238+h|0;switch(d|0){case 10:case 8:{if((h|0)>=(d|0)){m=-1;break a}break}case 16:{if((m|0)>=88){if(p){m=-1;break a}if((o-e|0)>=3){m=-1;break a}if((a[o+-1>>0]|0)!=48){m=-1;break a}c[g>>2]=0;m=a[i>>0]|0;c[f>>2]=o+1;a[o>>0]=m;m=0;break a}break}default:{}}m=a[i>>0]|0;c[f>>2]=o+1;a[o>>0]=m;c[g>>2]=(c[g>>2]|0)+1;m=0}}while(0);return m|0}function mo(b,d,e,f,g,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0;E=l;l=l+352|0;t=E+208|0;u=E+200|0;v=E+196|0;D=E+184|0;C=E+172|0;w=E+168|0;x=E+8|0;y=E+4|0;z=E;A=E+337|0;s=E+336|0;no(D,f,t,u,v);c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}q=C+11|0;r=C+8|0;if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b;c[y>>2]=x;c[z>>2]=0;a[A>>0]=1;a[s>>0]=69;p=C+4|0;k=c[d>>2]|0;j=k;a:while(1){if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[e>>2]|0;do if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(m)break;else break a;else{c[e>>2]=0;F=19;break}}else F=19;while(0);if((F|0)==19){F=0;if(m){j=0;break}else j=0}f=a[q>>0]|0;f=f<<24>>24<0?c[p>>2]|0:f&255;if((c[w>>2]|0)==(b+f|0)){Vv(C,f<<1,0);if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b+f}m=o+12|0;f=c[m>>2]|0;n=o+16|0;if((f|0)==(c[n>>2]|0))f=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else f=hl(c[f>>2]|0)|0;if(oo(f,A,s,b,w,c[u>>2]|0,c[v>>2]|0,D,x,y,z,t)|0)break;f=c[m>>2]|0;if((f|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=f+4;hl(c[f>>2]|0)|0;j=o;continue}}v=a[D+11>>0]|0;if(!((a[A>>0]|0)==0?1:((v<<24>>24<0?c[D+4>>2]|0:v&255)|0)==0)?(B=c[y>>2]|0,(B-x|0)<160):0){A=c[z>>2]|0;c[y>>2]=B+4;c[B>>2]=A}h[i>>3]=+En(b,c[w>>2]|0,g);Fn(D,x,c[y>>2]|0,g);if(o){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(j){b=c[j+12>>2]|0;if((b|0)==(c[j+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{F=49;break}else{c[e>>2]=0;F=47;break}}else F=47;while(0);if((F|0)==47?f:0)F=49;if((F|0)==49)c[g>>2]=c[g>>2]|2;F=c[d>>2]|0;Ov(C);Ov(D);l=E;return F|0}function no(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0;g=l;l=l+16|0;h=g;Ql(h,b);b=qn(h,1104756)|0;gb[c[(c[b>>2]|0)+48>>2]&7](b,43238,43270,d)|0;d=qn(h,1104764)|0;c[e>>2]=db[c[(c[d>>2]|0)+12>>2]&127](d)|0;c[f>>2]=db[c[(c[d>>2]|0)+16>>2]&127](d)|0;pb[c[(c[d>>2]|0)+20>>2]&63](a,d);rn(h);l=g;return}function oo(b,d,e,f,g,h,i,j,k,l,m,n){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;l=l|0;m=m|0;n=n|0;var o=0,p=0,q=0;p=k;a:do if((b|0)==(h|0))if(a[d>>0]|0){a[d>>0]=0;e=c[g>>2]|0;c[g>>2]=e+1;a[e>>0]=46;g=a[j+11>>0]|0;if(((g<<24>>24<0?c[j+4>>2]|0:g&255)|0)!=0?(o=c[l>>2]|0,(o-p|0)<160):0){k=c[m>>2]|0;c[l>>2]=o+4;c[o>>2]=k;k=0}else k=0}else k=-1;else{if((b|0)==(i|0)?(i=a[j+11>>0]|0,(i<<24>>24<0?c[j+4>>2]|0:i&255)|0):0){if(!(a[d>>0]|0)){k=-1;break}k=c[l>>2]|0;if((k-p|0)>=160){k=0;break}g=c[m>>2]|0;c[l>>2]=k+4;c[k>>2]=g;c[m>>2]=0;k=0;break}h=n+128|0;o=0;while(1){k=n+(o<<2)|0;if((o|0)==32){k=h;break}if((c[k>>2]|0)==(b|0))break;else o=o+1|0}o=k-n|0;k=o>>2;if((o|0)<=124){h=a[43238+k>>0]|0;switch(k|0){case 24:case 25:{k=c[g>>2]|0;if((k|0)!=(f|0)?(a[k+-1>>0]&95)!=(a[e>>0]&127):0){k=-1;break a}c[g>>2]=k+1;a[k>>0]=h;k=0;break a}case 23:case 22:{a[e>>0]=80;break}default:{k=h&95;if((((k|0)==(a[e>>0]|0)?(a[e>>0]=k|128,a[d>>0]|0):0)?(a[d>>0]=0,e=a[j+11>>0]|0,(e<<24>>24<0?c[j+4>>2]|0:e&255)|0):0)?(q=c[l>>2]|0,(q-p|0)<160):0){e=c[m>>2]|0;c[l>>2]=q+4;c[q>>2]=e}}}l=c[g>>2]|0;c[g>>2]=l+1;a[l>>0]=h;if((o|0)>84)k=0;else{c[m>>2]=(c[m>>2]|0)+1;k=0}}else k=-1}while(0);return k|0}function po(b,d,e,f,g,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0;E=l;l=l+352|0;t=E+208|0;u=E+200|0;v=E+196|0;D=E+184|0;C=E+172|0;w=E+168|0;x=E+8|0;y=E+4|0;z=E;A=E+337|0;s=E+336|0;no(D,f,t,u,v);c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}q=C+11|0;r=C+8|0;if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b;c[y>>2]=x;c[z>>2]=0;a[A>>0]=1;a[s>>0]=69;p=C+4|0;k=c[d>>2]|0;j=k;a:while(1){if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[e>>2]|0;do if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(m)break;else break a;else{c[e>>2]=0;F=19;break}}else F=19;while(0);if((F|0)==19){F=0;if(m){j=0;break}else j=0}f=a[q>>0]|0;f=f<<24>>24<0?c[p>>2]|0:f&255;if((c[w>>2]|0)==(b+f|0)){Vv(C,f<<1,0);if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b+f}m=o+12|0;f=c[m>>2]|0;n=o+16|0;if((f|0)==(c[n>>2]|0))f=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else f=hl(c[f>>2]|0)|0;if(oo(f,A,s,b,w,c[u>>2]|0,c[v>>2]|0,D,x,y,z,t)|0)break;f=c[m>>2]|0;if((f|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=f+4;hl(c[f>>2]|0)|0;j=o;continue}}v=a[D+11>>0]|0;if(!((a[A>>0]|0)==0?1:((v<<24>>24<0?c[D+4>>2]|0:v&255)|0)==0)?(B=c[y>>2]|0,(B-x|0)<160):0){A=c[z>>2]|0;c[y>>2]=B+4;c[B>>2]=A}h[i>>3]=+Hn(b,c[w>>2]|0,g);Fn(D,x,c[y>>2]|0,g);if(o){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(j){b=c[j+12>>2]|0;if((b|0)==(c[j+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{F=49;break}else{c[e>>2]=0;F=47;break}}else F=47;while(0);if((F|0)==47?f:0)F=49;if((F|0)==49)c[g>>2]=c[g>>2]|2;F=c[d>>2]|0;Ov(C);Ov(D);l=E;return F|0}function qo(b,d,e,f,h,i){b=b|0;d=d|0;e=e|0;f=f|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0;E=l;l=l+352|0;t=E+208|0;u=E+200|0;v=E+196|0;D=E+184|0;C=E+172|0;w=E+168|0;x=E+8|0;y=E+4|0;z=E;A=E+337|0;s=E+336|0;no(D,f,t,u,v);c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}q=C+11|0;r=C+8|0;if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b;c[y>>2]=x;c[z>>2]=0;a[A>>0]=1;a[s>>0]=69;p=C+4|0;k=c[d>>2]|0;j=k;a:while(1){if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[e>>2]|0;do if(j){f=c[j+12>>2]|0;if((f|0)==(c[j+16>>2]|0))f=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(m)break;else break a;else{c[e>>2]=0;F=19;break}}else F=19;while(0);if((F|0)==19){F=0;if(m){j=0;break}else j=0}f=a[q>>0]|0;f=f<<24>>24<0?c[p>>2]|0:f&255;if((c[w>>2]|0)==(b+f|0)){Vv(C,f<<1,0);if((a[q>>0]|0)<0)b=(c[r>>2]&2147483647)+-1|0;else b=10;Vv(C,b,0);b=(a[q>>0]|0)<0?c[C>>2]|0:C;c[w>>2]=b+f}m=o+12|0;f=c[m>>2]|0;n=o+16|0;if((f|0)==(c[n>>2]|0))f=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else f=hl(c[f>>2]|0)|0;if(oo(f,A,s,b,w,c[u>>2]|0,c[v>>2]|0,D,x,y,z,t)|0)break;f=c[m>>2]|0;if((f|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=f+4;hl(c[f>>2]|0)|0;j=o;continue}}v=a[D+11>>0]|0;if(!((a[A>>0]|0)==0?1:((v<<24>>24<0?c[D+4>>2]|0:v&255)|0)==0)?(B=c[y>>2]|0,(B-x|0)<160):0){A=c[z>>2]|0;c[y>>2]=B+4;c[B>>2]=A}g[i>>2]=+Jn(b,c[w>>2]|0,h);Fn(D,x,c[y>>2]|0,h);if(o){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(j){b=c[j+12>>2]|0;if((b|0)==(c[j+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{F=49;break}else{c[e>>2]=0;F=47;break}}else F=47;while(0);if((F|0)==47?f:0)F=49;if((F|0)==49)c[h>>2]=c[h>>2]|2;F=c[d>>2]|0;Ov(C);Ov(D);l=E;return F|0}function ro(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0;C=l;l=l+304|0;r=C+200|0;s=C+196|0;A=C+184|0;B=C+172|0;t=C+168|0;u=C+8|0;v=C+4|0;w=C;x=Ln(f)|0;so(A,f,r,s);c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}p=B+11|0;q=B+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=B+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(k)break;else break a;else{c[e>>2]=0;D=19;break}}else D=19;while(0);if((D|0)==19){D=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(B,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=hl(c[f>>2]|0)|0;if(lo(f,x,b,t,w,c[s>>2]|0,A,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+4;hl(c[f>>2]|0)|0;i=n;continue}}s=a[A+11>>0]|0;if((s<<24>>24<0?c[A+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}y=Nn(b,c[t>>2]|0,g,x)|0;c[h>>2]=y;c[h+4>>2]=z;Fn(A,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{D=49;break}else{c[e>>2]=0;D=47;break}}else D=47;while(0);if((D|0)==47?f:0)D=49;if((D|0)==49)c[g>>2]=c[g>>2]|2;D=c[d>>2]|0;Ov(B);Ov(A);l=C;return D|0}function so(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0;f=l;l=l+16|0;g=f;Ql(g,b);b=qn(g,1104756)|0;gb[c[(c[b>>2]|0)+48>>2]&7](b,43238,43264,d)|0;d=qn(g,1104764)|0;c[e>>2]=db[c[(c[d>>2]|0)+16>>2]&127](d)|0;pb[c[(c[d>>2]|0)+20>>2]&63](a,d);rn(g);l=f;return}function to(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0;B=l;l=l+304|0;r=B+200|0;s=B+196|0;z=B+184|0;A=B+172|0;t=B+168|0;u=B+8|0;v=B+4|0;w=B;x=Ln(f)|0;so(z,f,r,s);c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}p=A+11|0;q=A+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=A+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(k)break;else break a;else{c[e>>2]=0;C=19;break}}else C=19;while(0);if((C|0)==19){C=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(A,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=hl(c[f>>2]|0)|0;if(lo(f,x,b,t,w,c[s>>2]|0,z,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+4;hl(c[f>>2]|0)|0;i=n;continue}}s=a[z+11>>0]|0;if((s<<24>>24<0?c[z+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}c[h>>2]=Pn(b,c[t>>2]|0,g,x)|0;Fn(z,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{C=49;break}else{c[e>>2]=0;C=47;break}}else C=47;while(0);if((C|0)==47?f:0)C=49;if((C|0)==49)c[g>>2]=c[g>>2]|2;C=c[d>>2]|0;Ov(A);Ov(z);l=B;return C|0}function uo(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0;B=l;l=l+304|0;r=B+200|0;s=B+196|0;z=B+184|0;A=B+172|0;t=B+168|0;u=B+8|0;v=B+4|0;w=B;x=Ln(f)|0;so(z,f,r,s);c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}p=A+11|0;q=A+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=A+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(k)break;else break a;else{c[e>>2]=0;C=19;break}}else C=19;while(0);if((C|0)==19){C=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(A,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=hl(c[f>>2]|0)|0;if(lo(f,x,b,t,w,c[s>>2]|0,z,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+4;hl(c[f>>2]|0)|0;i=n;continue}}s=a[z+11>>0]|0;if((s<<24>>24<0?c[z+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}c[h>>2]=Rn(b,c[t>>2]|0,g,x)|0;Fn(z,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{C=49;break}else{c[e>>2]=0;C=47;break}}else C=47;while(0);if((C|0)==47?f:0)C=49;if((C|0)==49)c[g>>2]=c[g>>2]|2;C=c[d>>2]|0;Ov(A);Ov(z);l=B;return C|0}function vo(d,e,f,g,h,i){d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0;C=l;l=l+304|0;s=C+200|0;t=C+196|0;A=C+184|0;B=C+172|0;u=C+168|0;v=C+8|0;w=C+4|0;x=C;y=Ln(g)|0;so(A,g,s,t);c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;d=0;while(1){if((d|0)==3)break;c[B+(d<<2)>>2]=0;d=d+1|0}q=B+11|0;r=B+8|0;if((a[q>>0]|0)<0)d=(c[r>>2]&2147483647)+-1|0;else d=10;Vv(B,d,0);d=(a[q>>0]|0)<0?c[B>>2]|0:B;c[u>>2]=d;c[w>>2]=v;c[x>>2]=0;p=B+4|0;k=c[e>>2]|0;j=k;a:while(1){if(j){g=c[j+12>>2]|0;if((g|0)==(c[j+16>>2]|0))g=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else g=hl(c[g>>2]|0)|0;if(Rl(g,gl()|0)|0){c[e>>2]=0;o=0;k=0;m=1}else{o=j;m=0}}else{o=0;k=0;m=1}j=c[f>>2]|0;do if(j){g=c[j+12>>2]|0;if((g|0)==(c[j+16>>2]|0))g=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else g=hl(c[g>>2]|0)|0;if(!(Rl(g,gl()|0)|0))if(m)break;else break a;else{c[f>>2]=0;D=19;break}}else D=19;while(0);if((D|0)==19){D=0;if(m){j=0;break}else j=0}g=a[q>>0]|0;g=g<<24>>24<0?c[p>>2]|0:g&255;if((c[u>>2]|0)==(d+g|0)){Vv(B,g<<1,0);if((a[q>>0]|0)<0)d=(c[r>>2]&2147483647)+-1|0;else d=10;Vv(B,d,0);d=(a[q>>0]|0)<0?c[B>>2]|0:B;c[u>>2]=d+g}m=o+12|0;g=c[m>>2]|0;n=o+16|0;if((g|0)==(c[n>>2]|0))g=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else g=hl(c[g>>2]|0)|0;if(lo(g,y,d,u,x,c[t>>2]|0,A,v,w,s)|0)break;g=c[m>>2]|0;if((g|0)==(c[n>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;j=o;continue}else{c[m>>2]=g+4;hl(c[g>>2]|0)|0;j=o;continue}}t=a[A+11>>0]|0;if((t<<24>>24<0?c[A+4>>2]|0:t&255)|0?(z=c[w>>2]|0,(z-v|0)<160):0){x=c[x>>2]|0;c[w>>2]=z+4;c[z>>2]=x}b[i>>1]=Tn(d,c[u>>2]|0,h,y)|0;Fn(A,v,c[w>>2]|0,h);if(o){d=c[o+12>>2]|0;if((d|0)==(c[o+16>>2]|0))d=db[c[(c[k>>2]|0)+36>>2]&127](o)|0;else d=hl(c[d>>2]|0)|0;if(Rl(d,gl()|0)|0){c[e>>2]=0;g=1}else g=0}else g=1;do if(j){d=c[j+12>>2]|0;if((d|0)==(c[j+16>>2]|0))d=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else d=hl(c[d>>2]|0)|0;if(!(Rl(d,gl()|0)|0))if(g)break;else{D=49;break}else{c[f>>2]=0;D=47;break}}else D=47;while(0);if((D|0)==47?g:0)D=49;if((D|0)==49)c[h>>2]=c[h>>2]|2;D=c[e>>2]|0;Ov(B);Ov(A);l=C;return D|0}function wo(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0;C=l;l=l+304|0;r=C+200|0;s=C+196|0;A=C+184|0;B=C+172|0;t=C+168|0;u=C+8|0;v=C+4|0;w=C;x=Ln(f)|0;so(A,f,r,s);c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}p=B+11|0;q=B+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=B+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(k)break;else break a;else{c[e>>2]=0;D=19;break}}else D=19;while(0);if((D|0)==19){D=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(B,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(B,b,0);b=(a[p>>0]|0)<0?c[B>>2]|0:B;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=hl(c[f>>2]|0)|0;if(lo(f,x,b,t,w,c[s>>2]|0,A,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+4;hl(c[f>>2]|0)|0;i=n;continue}}s=a[A+11>>0]|0;if((s<<24>>24<0?c[A+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}y=Vn(b,c[t>>2]|0,g,x)|0;c[h>>2]=y;c[h+4>>2]=z;Fn(A,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{D=49;break}else{c[e>>2]=0;D=47;break}}else D=47;while(0);if((D|0)==47?f:0)D=49;if((D|0)==49)c[g>>2]=c[g>>2]|2;D=c[d>>2]|0;Ov(B);Ov(A);l=C;return D|0}function xo(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0;B=l;l=l+304|0;r=B+200|0;s=B+196|0;z=B+184|0;A=B+172|0;t=B+168|0;u=B+8|0;v=B+4|0;w=B;x=Ln(f)|0;so(z,f,r,s);c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}p=A+11|0;q=A+8|0;if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b;c[v>>2]=u;c[w>>2]=0;o=A+4|0;j=c[d>>2]|0;i=j;a:while(1){if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(Rl(f,gl()|0)|0){c[d>>2]=0;n=0;j=0;k=1}else{n=i;k=0}}else{n=0;j=0;k=1}i=c[e>>2]|0;do if(i){f=c[i+12>>2]|0;if((f|0)==(c[i+16>>2]|0))f=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(k)break;else break a;else{c[e>>2]=0;C=19;break}}else C=19;while(0);if((C|0)==19){C=0;if(k){i=0;break}else i=0}f=a[p>>0]|0;f=f<<24>>24<0?c[o>>2]|0:f&255;if((c[t>>2]|0)==(b+f|0)){Vv(A,f<<1,0);if((a[p>>0]|0)<0)b=(c[q>>2]&2147483647)+-1|0;else b=10;Vv(A,b,0);b=(a[p>>0]|0)<0?c[A>>2]|0:A;c[t>>2]=b+f}k=n+12|0;f=c[k>>2]|0;m=n+16|0;if((f|0)==(c[m>>2]|0))f=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else f=hl(c[f>>2]|0)|0;if(lo(f,x,b,t,w,c[s>>2]|0,z,u,v,r)|0)break;f=c[k>>2]|0;if((f|0)==(c[m>>2]|0)){db[c[(c[n>>2]|0)+40>>2]&127](n)|0;i=n;continue}else{c[k>>2]=f+4;hl(c[f>>2]|0)|0;i=n;continue}}s=a[z+11>>0]|0;if((s<<24>>24<0?c[z+4>>2]|0:s&255)|0?(y=c[v>>2]|0,(y-u|0)<160):0){w=c[w>>2]|0;c[v>>2]=y+4;c[y>>2]=w}c[h>>2]=Xn(b,c[t>>2]|0,g,x)|0;Fn(z,u,c[v>>2]|0,g);if(n){b=c[n+12>>2]|0;if((b|0)==(c[n+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](n)|0;else b=hl(c[b>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;f=1}else f=0}else f=1;do if(i){b=c[i+12>>2]|0;if((b|0)==(c[i+16>>2]|0))b=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(f)break;else{C=49;break}else{c[e>>2]=0;C=47;break}}else C=47;while(0);if((C|0)==47?f:0)C=49;if((C|0)==49)c[g>>2]=c[g>>2]|2;C=c[d>>2]|0;Ov(A);Ov(z);l=B;return C|0}function yo(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;y=l;l=l+112|0;k=y;m=(f-e|0)/12|0;if(m>>>0>100){k=Kh(m)|0;if(!k)Jv();else{j=k;w=k}}else{j=k;w=0}k=0;o=e;p=j;while(1){if((o|0)==(f|0))break;n=a[o+8+3>>0]|0;if(n<<24>>24<0)n=c[o+4>>2]|0;else n=n&255;if(!n){a[p>>0]=2;k=k+1|0;m=m+-1|0}else a[p>>0]=1;o=o+12|0;p=p+1|0}v=0;t=k;a:while(1){k=c[b>>2]|0;do if(k){n=c[k+12>>2]|0;if((n|0)==(c[k+16>>2]|0))k=db[c[(c[k>>2]|0)+36>>2]&127](k)|0;else k=hl(c[n>>2]|0)|0;if(Rl(k,gl()|0)|0){c[b>>2]=0;p=1;break}else{p=(c[b>>2]|0)==0;break}}else p=1;while(0);n=c[d>>2]|0;if(n){k=c[n+12>>2]|0;if((k|0)==(c[n+16>>2]|0))k=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else k=hl(c[k>>2]|0)|0;if(Rl(k,gl()|0)|0){c[d>>2]=0;n=0;k=1}else k=0}else{n=0;k=1}o=c[b>>2]|0;if(!((m|0)!=0&(p^k)))break;k=c[o+12>>2]|0;if((k|0)==(c[o+16>>2]|0))k=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else k=hl(c[k>>2]|0)|0;if(!i)k=eb[c[(c[g>>2]|0)+28>>2]&63](g,k)|0;u=v+1|0;r=e;q=0;s=j;while(1){if((r|0)==(f|0))break;do if((a[s>>0]|0)==1){o=r+8+3|0;if((a[o>>0]|0)<0)n=c[r>>2]|0;else n=r;n=c[n+(v<<2)>>2]|0;if(!i)n=eb[c[(c[g>>2]|0)+28>>2]&63](g,n)|0;p=m+-1|0;if((k|0)!=(n|0)){a[s>>0]=0;n=q;o=t;m=p;break}n=a[o>>0]|0;if(n<<24>>24<0)n=c[r+4>>2]|0;else n=n&255;if((n|0)==(u|0)){a[s>>0]=2;n=1;o=t+1|0;m=p}else{n=1;o=t}}else{n=q;o=t}while(0);r=r+12|0;q=n;s=s+1|0;t=o}if(!q){v=u;continue}k=c[b>>2]|0;n=k+12|0;o=c[n>>2]|0;if((o|0)==(c[k+16>>2]|0))db[c[(c[k>>2]|0)+40>>2]&127](k)|0;else{c[n>>2]=o+4;hl(c[o>>2]|0)|0}if((t+m|0)>>>0>1){o=e;p=j;k=t}else{v=u;continue}while(1){if((o|0)==(f|0)){v=u;t=k;continue a}if((a[p>>0]|0)==2){n=a[o+8+3>>0]|0;if(n<<24>>24<0)n=c[o+4>>2]|0;else n=n&255;if((n|0)!=(u|0)){a[p>>0]=0;k=k+-1|0}}o=o+12|0;p=p+1|0}}do if(o){k=c[o+12>>2]|0;if((k|0)==(c[o+16>>2]|0))k=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else k=hl(c[k>>2]|0)|0;if(Rl(k,gl()|0)|0){c[b>>2]=0;m=1;break}else{m=(c[b>>2]|0)==0;break}}else m=1;while(0);do if(n){k=c[n+12>>2]|0;if((k|0)==(c[n+16>>2]|0))k=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else k=hl(c[k>>2]|0)|0;if(!(Rl(k,gl()|0)|0))if(m)break;else{x=77;break}else{c[d>>2]=0;x=41;break}}else x=41;while(0);if((x|0)==41)if(m)x=77;if((x|0)==77)c[h>>2]=c[h>>2]|2;while(1){if((e|0)==(f|0)){x=81;break}if((a[j>>0]|0)==2)break;e=e+12|0;j=j+1|0}if((x|0)==81){c[h>>2]=c[h>>2]|4;e=f}Lh(w);l=y;return e|0}function zo(a){a=a|0;Xm(a);return}function Ao(a){a=a|0;Xm(a);Hv(a);return}function Bo(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;m=l;l=l+16|0;k=m+4|0;h=m;if(!(c[e+4>>2]&1)){j=c[(c[b>>2]|0)+24>>2]|0;c[h>>2]=c[d>>2];c[k>>2]=c[h>>2];b=ib[j&31](b,k,e,f,g&1)|0}else{Ql(k,e);b=qn(k,1104740)|0;rn(k);e=c[b>>2]|0;if(g)pb[c[e+24>>2]&63](k,b);else pb[c[e+28>>2]&63](k,b);i=k+11|0;b=a[i>>0]|0;if(b<<24>>24<0){e=b;b=c[k>>2]|0;j=8}else g=k;while(1){if((j|0)==8){g=b;b=e}j=b<<24>>24<0;if((g|0)==((j?c[k>>2]|0:k)+(j?c[k+4>>2]|0:b&255)|0))break;b=a[g>>0]|0;e=c[d>>2]|0;if(e|0){f=e+24|0;h=c[f>>2]|0;if((h|0)==(c[e+28>>2]|0)){j=c[(c[e>>2]|0)+52>>2]|0;b=Rk(b)|0;b=eb[j&63](e,b)|0}else{c[f>>2]=h+1;a[h>>0]=b;b=Rk(b)|0}if(Pl(b,Qk()|0)|0)c[d>>2]=0}e=a[i>>0]|0;b=g+1|0;j=8}b=c[d>>2]|0;Ov(k)}l=m;return b|0}function Co(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;b=l;l=l+64|0;i=b;n=b+52|0;o=b+39|0;h=b+16|0;m=b+12|0;k=b+4|0;j=b+8|0;a[n>>0]=a[43492]|0;a[n+1>>0]=a[43493]|0;a[n+2>>0]=a[43494]|0;a[n+3>>0]=a[43495]|0;a[n+4>>0]=a[43496]|0;a[n+5>>0]=a[43497]|0;Oo(n+1|0,43498,1,c[e+4>>2]|0);p=tn()|0;c[i>>2]=g;g=o+(Jo(o,13,p,n,i)|0)|0;n=Ko(o,g,e)|0;Ql(i,e);Po(o,n,g,h,m,k,i);rn(i);c[j>>2]=c[d>>2];d=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=nc(i,h,d,g,e,f)|0;l=b;return g|0}function Do(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;a=l;l=l+96|0;i=a+8|0;o=a;n=a+71|0;h=a+28|0;m=a+24|0;k=a+16|0;j=a+20|0;p=o;c[p>>2]=37;c[p+4>>2]=0;Oo(o+1|0,43489,1,c[d+4>>2]|0);p=tn()|0;q=i;c[q>>2]=f;c[q+4>>2]=g;f=n+(Jo(n,23,p,o,i)|0)|0;g=Ko(n,f,d)|0;Ql(i,d);Po(n,g,f,h,m,k,i);rn(i);c[j>>2]=c[b>>2];f=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=nc(i,h,f,g,d,e)|0;l=a;return g|0}function Eo(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;b=l;l=l+64|0;i=b;n=b+52|0;o=b+40|0;h=b+16|0;m=b+12|0;k=b+4|0;j=b+8|0;a[n>>0]=a[43492]|0;a[n+1>>0]=a[43493]|0;a[n+2>>0]=a[43494]|0;a[n+3>>0]=a[43495]|0;a[n+4>>0]=a[43496]|0;a[n+5>>0]=a[43497]|0;Oo(n+1|0,43498,0,c[e+4>>2]|0);p=tn()|0;c[i>>2]=g;g=o+(Jo(o,12,p,n,i)|0)|0;n=Ko(o,g,e)|0;Ql(i,e);Po(o,n,g,h,m,k,i);rn(i);c[j>>2]=c[d>>2];d=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=nc(i,h,d,g,e,f)|0;l=b;return g|0}function Fo(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;a=l;l=l+96|0;i=a+8|0;o=a;n=a+71|0;h=a+28|0;m=a+24|0;k=a+16|0;j=a+20|0;p=o;c[p>>2]=37;c[p+4>>2]=0;Oo(o+1|0,43489,0,c[d+4>>2]|0);p=tn()|0;q=i;c[q>>2]=f;c[q+4>>2]=g;f=n+(Jo(n,23,p,o,i)|0)|0;g=Ko(n,f,d)|0;Ql(i,d);Po(n,g,f,h,m,k,i);rn(i);c[j>>2]=c[b>>2];f=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=nc(i,h,f,g,d,e)|0;l=a;return g|0}function Go(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=+f;var g=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0;w=l;l=l+176|0;s=w+72|0;n=w+48|0;m=w+32|0;i=w+24|0;g=w+8|0;k=w;p=w+134|0;o=w+68|0;q=w+76|0;v=w+64|0;t=w+60|0;u=w+56|0;j=k;c[j>>2]=37;c[j+4>>2]=0;j=Lo(k+1|0,1174259,c[d+4>>2]|0)|0;c[o>>2]=p;a=tn()|0;if(j){c[g>>2]=c[d+8>>2];h[g+8>>3]=f;a=Jo(p,30,a,k,g)|0}else{h[i>>3]=f;a=Jo(p,30,a,k,i)|0}if((a|0)>29){a=tn()|0;if(j){c[m>>2]=c[d+8>>2];h[m+8>>3]=f;g=Mo(o,a,k,m)|0}else{h[n>>3]=f;g=Mo(o,a,k,n)|0}a=c[o>>2]|0;if(!a)Jv();else{r=g;z=a;A=a}}else{r=a;z=0;A=c[o>>2]|0}g=A+r|0;i=Ko(A,g,d)|0;if((A|0)!=(p|0)){a=Kh(r<<1)|0;if(!a)Jv();else{x=a;y=a}}else{x=q;y=0}Ql(s,d);No(A,i,g,x,v,t,s);rn(s);c[u>>2]=c[b>>2];b=c[v>>2]|0;A=c[t>>2]|0;c[s>>2]=c[u>>2];A=nc(s,x,b,A,d,e)|0;Lh(y);Lh(z);l=w;return A|0}function Ho(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=+f;var g=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0;w=l;l=l+176|0;s=w+72|0;n=w+48|0;m=w+32|0;i=w+24|0;g=w+8|0;k=w;p=w+134|0;o=w+68|0;q=w+76|0;v=w+64|0;t=w+60|0;u=w+56|0;j=k;c[j>>2]=37;c[j+4>>2]=0;j=Lo(k+1|0,43487,c[d+4>>2]|0)|0;c[o>>2]=p;a=tn()|0;if(j){c[g>>2]=c[d+8>>2];h[g+8>>3]=f;a=Jo(p,30,a,k,g)|0}else{h[i>>3]=f;a=Jo(p,30,a,k,i)|0}if((a|0)>29){a=tn()|0;if(j){c[m>>2]=c[d+8>>2];h[m+8>>3]=f;g=Mo(o,a,k,m)|0}else{h[n>>3]=f;g=Mo(o,a,k,n)|0}a=c[o>>2]|0;if(!a)Jv();else{r=g;z=a;A=a}}else{r=a;z=0;A=c[o>>2]|0}g=A+r|0;i=Ko(A,g,d)|0;if((A|0)!=(p|0)){a=Kh(r<<1)|0;if(!a)Jv();else{x=a;y=a}}else{x=q;y=0}Ql(s,d);No(A,i,g,x,v,t,s);rn(s);c[u>>2]=c[b>>2];b=c[v>>2]|0;A=c[t>>2]|0;c[s>>2]=c[u>>2];A=nc(s,x,b,A,d,e)|0;Lh(y);Lh(z);l=w;return A|0}function Io(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0;b=l;l=l+80|0;m=b;k=b+68|0;h=b+48|0;j=b+8|0;n=b+4|0;a[k>>0]=a[43481]|0;a[k+1>>0]=a[43482]|0;a[k+2>>0]=a[43483]|0;a[k+3>>0]=a[43484]|0;a[k+4>>0]=a[43485]|0;a[k+5>>0]=a[43486]|0;i=tn()|0;c[m>>2]=g;g=Jo(h,20,i,k,m)|0;k=h+g|0;i=Ko(h,k,e)|0;Ql(m,e);o=qn(m,1104724)|0;rn(m);gb[c[(c[o>>2]|0)+32>>2]&7](o,h,k,j)|0;g=j+g|0;c[n>>2]=c[d>>2];c[m>>2]=c[n>>2];g=nc(m,j,(i|0)==(k|0)?g:j+(i-h)|0,g,e,f)|0;l=b;return g|0}function Jo(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0;g=l;l=l+16|0;h=g;c[h>>2]=f;f=lj(d)|0;d=Zh(a,b,e,h)|0;if(f|0)lj(f)|0;l=g;return d|0}function Ko(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0;a:do switch((c[e+4>>2]&176)<<24>>24){case 16:{e=a[b>>0]|0;f=b+1|0;switch(e<<24>>24){case 43:case 45:{b=f;break a}default:{}}if((d-b|0)>1&e<<24>>24==48){switch(a[f>>0]|0){case 88:case 120:break;default:{g=6;break a}}b=b+2|0}else g=6;break}case 32:{b=d;break}default:g=6}while(0);return b|0}function Lo(b,c,d){b=b|0;c=c|0;d=d|0;var e=0,f=0,g=0,h=0;if(d&2048){a[b>>0]=43;b=b+1|0}if(d&1024){a[b>>0]=35;b=b+1|0}h=d&260;e=(d&16384|0)!=0;f=(h|0)==260;if(f)g=0;else{a[b>>0]=46;a[b+1>>0]=42;g=1;b=b+2|0}while(1){d=a[c>>0]|0;if(!(d<<24>>24))break;a[b>>0]=d;c=c+1|0;b=b+1|0}a:do switch(h&511){case 4:{d=e?70:102;break}case 256:{d=e?69:101;break}default:if(f){d=e?65:97;break a}else{d=e?71:103;break a}}while(0);a[b>>0]=d;return g|0}function Mo(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0;f=l;l=l+16|0;g=f;c[g>>2]=e;e=lj(b)|0;b=lk(a,d,g)|0;if(e|0)lj(e)|0;l=f;return b|0}function No(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;w=l;l=l+16|0;t=w;u=qn(i,1104724)|0;s=qn(i,1104740)|0;pb[c[(c[s>>2]|0)+20>>2]&63](t,s);c[h>>2]=f;i=a[b>>0]|0;switch(i<<24>>24){case 43:case 45:{r=eb[c[(c[u>>2]|0)+28>>2]&63](u,i)|0;j=c[h>>2]|0;c[h>>2]=j+1;a[j>>0]=r;j=b+1|0;break}default:j=b}r=e;a:do if((r-j|0)>1?(a[j>>0]|0)==48:0){i=j+1|0;switch(a[i>>0]|0){case 88:case 120:break;default:{i=j;v=10;break a}}p=eb[c[(c[u>>2]|0)+28>>2]&63](u,48)|0;q=c[h>>2]|0;c[h>>2]=q+1;a[q>>0]=p;j=j+2|0;q=eb[c[(c[u>>2]|0)+28>>2]&63](u,a[i>>0]|0)|0;i=c[h>>2]|0;c[h>>2]=i+1;a[i>>0]=q;i=j;while(1){if(i>>>0>=e>>>0)break a;q=a[i>>0]|0;if(!(hj(q,tn()|0)|0))break a;i=i+1|0}}else{i=j;v=10}while(0);b:do if((v|0)==10)while(1){v=0;if(i>>>0>=e>>>0)break b;q=a[i>>0]|0;if(!(rj(q,tn()|0)|0))break b;i=i+1|0;v=10}while(0);n=t+11|0;m=a[n>>0]|0;o=t+4|0;p=j;q=b;c:do if((m<<24>>24<0?c[o>>2]|0:m&255)|0){d:do if((j|0)!=(i|0)){b=i;k=j;while(1){b=b+-1|0;if(k>>>0>=b>>>0)break d;m=a[k>>0]|0;a[k>>0]=a[b>>0]|0;a[b>>0]=m;k=k+1|0}}while(0);m=db[c[(c[s>>2]|0)+16>>2]&127](s)|0;k=0;b=0;while(1){if(j>>>0>=i>>>0)break;x=a[((a[n>>0]|0)<0?c[t>>2]|0:t)+b>>0]|0;if(x<<24>>24>0&(k|0)==(x<<24>>24|0)){k=c[h>>2]|0;c[h>>2]=k+1;a[k>>0]=m;k=a[n>>0]|0;b=(b>>>0<((k<<24>>24<0?c[o>>2]|0:k&255)+-1|0)>>>0&1)+b|0;k=0}y=eb[c[(c[u>>2]|0)+28>>2]&63](u,a[j>>0]|0)|0;x=c[h>>2]|0;c[h>>2]=x+1;a[x>>0]=y;j=j+1|0;k=k+1|0}b=f+(p-q)|0;j=c[h>>2]|0;if((b|0)==(j|0))b=u;else while(1){j=j+-1|0;if(b>>>0>=j>>>0){b=u;break c}y=a[b>>0]|0;a[b>>0]=a[j>>0]|0;a[j>>0]=y;b=b+1|0}}else{gb[c[(c[u>>2]|0)+32>>2]&7](u,j,i,c[h>>2]|0)|0;c[h>>2]=(c[h>>2]|0)+(i-p);b=u}while(0);while(1){if(i>>>0>=e>>>0)break;j=a[i>>0]|0;i=i+1|0;if(j<<24>>24==46){v=29;break}x=eb[c[(c[b>>2]|0)+28>>2]&63](u,j)|0;y=c[h>>2]|0;c[h>>2]=y+1;a[y>>0]=x}if((v|0)==29){x=db[c[(c[s>>2]|0)+12>>2]&127](s)|0;y=c[h>>2]|0;c[h>>2]=y+1;a[y>>0]=x}gb[c[(c[u>>2]|0)+32>>2]&7](u,i,e,c[h>>2]|0)|0;y=(c[h>>2]|0)+(r-i)|0;c[h>>2]=y;c[g>>2]=(d|0)==(e|0)?y:f+(d-q)|0;Ov(t);l=w;return}function Oo(b,c,d,e){b=b|0;c=c|0;d=d|0;e=e|0;var f=0;if(e&2048){a[b>>0]=43;b=b+1|0}if(!(e&512))f=b;else{a[b>>0]=35;f=b+1|0}while(1){b=a[c>>0]|0;if(!(b<<24>>24))break;a[f>>0]=b;c=c+1|0;f=f+1|0}switch(e&74){case 64:{b=111;break}case 8:{b=e&16384|0?88:120;break}default:b=d?100:117}a[f>>0]=b;return}function Po(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;s=l;l=l+16|0;r=s;p=qn(i,1104724)|0;k=qn(i,1104740)|0;pb[c[(c[k>>2]|0)+20>>2]&63](r,k);n=r+11|0;m=a[n>>0]|0;o=r+4|0;q=b;j=e;if((m<<24>>24<0?c[o>>2]|0:m&255)|0){c[h>>2]=f;i=a[b>>0]|0;switch(i<<24>>24){case 43:case 45:{i=eb[c[(c[p>>2]|0)+28>>2]&63](p,i)|0;m=c[h>>2]|0;c[h>>2]=m+1;a[m>>0]=i;b=b+1|0;break}default:{}}a:do if((j-b|0)>1?(a[b>>0]|0)==48:0){i=b+1|0;switch(a[i>>0]|0){case 88:case 120:break;default:break a}m=eb[c[(c[p>>2]|0)+28>>2]&63](p,48)|0;j=c[h>>2]|0;c[h>>2]=j+1;a[j>>0]=m;j=eb[c[(c[p>>2]|0)+28>>2]&63](p,a[i>>0]|0)|0;m=c[h>>2]|0;c[h>>2]=m+1;a[m>>0]=j;b=b+2|0}while(0);b:do if((b|0)!=(e|0)){i=e;j=b;while(1){i=i+-1|0;if(j>>>0>=i>>>0)break b;m=a[j>>0]|0;a[j>>0]=a[i>>0]|0;a[i>>0]=m;j=j+1|0}}while(0);m=db[c[(c[k>>2]|0)+16>>2]&127](k)|0;k=b;i=0;j=0;while(1){if(k>>>0>=e>>>0)break;t=a[((a[n>>0]|0)<0?c[r>>2]|0:r)+i>>0]|0;if(t<<24>>24!=0&(j|0)==(t<<24>>24|0)){j=c[h>>2]|0;c[h>>2]=j+1;a[j>>0]=m;j=a[n>>0]|0;i=(i>>>0<((j<<24>>24<0?c[o>>2]|0:j&255)+-1|0)>>>0&1)+i|0;j=0}u=eb[c[(c[p>>2]|0)+28>>2]&63](p,a[k>>0]|0)|0;t=c[h>>2]|0;c[h>>2]=t+1;a[t>>0]=u;k=k+1|0;j=j+1|0}i=f+(b-q)|0;b=c[h>>2]|0;if((i|0)!=(b|0)){while(1){b=b+-1|0;if(i>>>0>=b>>>0)break;u=a[i>>0]|0;a[i>>0]=a[b>>0]|0;a[b>>0]=u;i=i+1|0}i=c[h>>2]|0}}else{gb[c[(c[p>>2]|0)+32>>2]&7](p,b,e,f)|0;i=f+(j-q)|0;c[h>>2]=i}c[g>>2]=(d|0)==(e|0)?i:f+(d-q)|0;Ov(r);l=s;return}function Qo(a){a=a|0;Xm(a);return}function Ro(a){a=a|0;Xm(a);Hv(a);return}function So(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;m=l;l=l+16|0;k=m+4|0;h=m;if(!(c[e+4>>2]&1)){j=c[(c[b>>2]|0)+24>>2]|0;c[h>>2]=c[d>>2];c[k>>2]=c[h>>2];b=ib[j&31](b,k,e,f,g&1)|0}else{Ql(k,e);b=qn(k,1104764)|0;rn(k);e=c[b>>2]|0;if(g)pb[c[e+24>>2]&63](k,b);else pb[c[e+28>>2]&63](k,b);i=k+8+3|0;b=a[i>>0]|0;e=c[k>>2]|0;j=k+4|0;g=b<<24>>24<0?e:k;while(1){h=b<<24>>24<0;if((g|0)==((h?e:k)+((h?c[j>>2]|0:b&255)<<2)|0))break;b=c[g>>2]|0;e=c[d>>2]|0;if(e|0){f=e+24|0;h=c[f>>2]|0;if((h|0)==(c[e+28>>2]|0)){h=c[(c[e>>2]|0)+52>>2]|0;b=hl(b)|0;b=eb[h&63](e,b)|0}else{c[f>>2]=h+4;c[h>>2]=b;b=hl(b)|0}if(Rl(b,gl()|0)|0)c[d>>2]=0}g=g+4|0;b=a[i>>0]|0;e=c[k>>2]|0}b=c[d>>2]|0;ew(k)}l=m;return b|0}function To(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;b=l;l=l+128|0;i=b;n=b+122|0;o=b+108|0;h=b+16|0;m=b+12|0;k=b+4|0;j=b+8|0;a[n>>0]=a[43492]|0;a[n+1>>0]=a[43493]|0;a[n+2>>0]=a[43494]|0;a[n+3>>0]=a[43495]|0;a[n+4>>0]=a[43496]|0;a[n+5>>0]=a[43497]|0;Oo(n+1|0,43498,1,c[e+4>>2]|0);p=tn()|0;c[i>>2]=g;g=o+(Jo(o,13,p,n,i)|0)|0;n=Ko(o,g,e)|0;Ql(i,e);bp(o,n,g,h,m,k,i);rn(i);c[j>>2]=c[d>>2];d=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=_o(i,h,d,g,e,f)|0;l=b;return g|0}function Uo(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;a=l;l=l+224|0;i=a+8|0;o=a;n=a+200|0;h=a+28|0;m=a+24|0;k=a+16|0;j=a+20|0;p=o;c[p>>2]=37;c[p+4>>2]=0;Oo(o+1|0,43489,1,c[d+4>>2]|0);p=tn()|0;q=i;c[q>>2]=f;c[q+4>>2]=g;f=n+(Jo(n,23,p,o,i)|0)|0;g=Ko(n,f,d)|0;Ql(i,d);bp(n,g,f,h,m,k,i);rn(i);c[j>>2]=c[b>>2];f=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=_o(i,h,f,g,d,e)|0;l=a;return g|0}function Vo(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;b=l;l=l+128|0;i=b;n=b+112|0;o=b+100|0;h=b+16|0;m=b+12|0;k=b+4|0;j=b+8|0;a[n>>0]=a[43492]|0;a[n+1>>0]=a[43493]|0;a[n+2>>0]=a[43494]|0;a[n+3>>0]=a[43495]|0;a[n+4>>0]=a[43496]|0;a[n+5>>0]=a[43497]|0;Oo(n+1|0,43498,0,c[e+4>>2]|0);p=tn()|0;c[i>>2]=g;g=o+(Jo(o,12,p,n,i)|0)|0;n=Ko(o,g,e)|0;Ql(i,e);bp(o,n,g,h,m,k,i);rn(i);c[j>>2]=c[d>>2];d=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=_o(i,h,d,g,e,f)|0;l=b;return g|0}function Wo(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;a=l;l=l+224|0;i=a+8|0;o=a;n=a+200|0;h=a+28|0;m=a+24|0;k=a+16|0;j=a+20|0;p=o;c[p>>2]=37;c[p+4>>2]=0;Oo(o+1|0,43489,0,c[d+4>>2]|0);p=tn()|0;q=i;c[q>>2]=f;c[q+4>>2]=g;f=n+(Jo(n,23,p,o,i)|0)|0;g=Ko(n,f,d)|0;Ql(i,d);bp(n,g,f,h,m,k,i);rn(i);c[j>>2]=c[b>>2];f=c[m>>2]|0;g=c[k>>2]|0;c[i>>2]=c[j>>2];g=_o(i,h,f,g,d,e)|0;l=a;return g|0}function Xo(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=+f;var g=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0;y=l;l=l+336|0;s=y+300|0;n=y+48|0;m=y+32|0;i=y+24|0;g=y+8|0;k=y;p=y+304|0;o=y+296|0;q=y+68|0;v=y+64|0;t=y+60|0;u=y+56|0;j=k;c[j>>2]=37;c[j+4>>2]=0;j=Lo(k+1|0,1174259,c[d+4>>2]|0)|0;c[o>>2]=p;a=tn()|0;if(j){c[g>>2]=c[d+8>>2];h[g+8>>3]=f;a=Jo(p,30,a,k,g)|0}else{h[i>>3]=f;a=Jo(p,30,a,k,i)|0}if((a|0)>29){a=tn()|0;if(j){c[m>>2]=c[d+8>>2];h[m+8>>3]=f;g=Mo(o,a,k,m)|0}else{h[n>>3]=f;g=Mo(o,a,k,n)|0}a=c[o>>2]|0;if(!a)Jv();else{r=g;A=a;x=a}}else{r=a;A=0;x=c[o>>2]|0}g=x+r|0;i=Ko(x,g,d)|0;do if((x|0)!=(p|0)){a=Kh(r<<3)|0;if(!a)Jv();else{w=a;z=0;B=a;break}}else{w=q;z=1;B=0}while(0);Ql(s,d);ap(x,i,g,w,v,t,s);rn(s);c[u>>2]=c[b>>2];x=c[v>>2]|0;a=c[t>>2]|0;c[s>>2]=c[u>>2];a=_o(s,w,x,a,d,e)|0;c[b>>2]=a;if(!z)Lh(B);Lh(A);l=y;return a|0}function Yo(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=+f;var g=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0;y=l;l=l+336|0;s=y+300|0;n=y+48|0;m=y+32|0;i=y+24|0;g=y+8|0;k=y;p=y+304|0;o=y+296|0;q=y+68|0;v=y+64|0;t=y+60|0;u=y+56|0;j=k;c[j>>2]=37;c[j+4>>2]=0;j=Lo(k+1|0,43487,c[d+4>>2]|0)|0;c[o>>2]=p;a=tn()|0;if(j){c[g>>2]=c[d+8>>2];h[g+8>>3]=f;a=Jo(p,30,a,k,g)|0}else{h[i>>3]=f;a=Jo(p,30,a,k,i)|0}if((a|0)>29){a=tn()|0;if(j){c[m>>2]=c[d+8>>2];h[m+8>>3]=f;g=Mo(o,a,k,m)|0}else{h[n>>3]=f;g=Mo(o,a,k,n)|0}a=c[o>>2]|0;if(!a)Jv();else{r=g;A=a;x=a}}else{r=a;A=0;x=c[o>>2]|0}g=x+r|0;i=Ko(x,g,d)|0;do if((x|0)!=(p|0)){a=Kh(r<<3)|0;if(!a)Jv();else{w=a;z=0;B=a;break}}else{w=q;z=1;B=0}while(0);Ql(s,d);ap(x,i,g,w,v,t,s);rn(s);c[u>>2]=c[b>>2];x=c[v>>2]|0;a=c[t>>2]|0;c[s>>2]=c[u>>2];a=_o(s,w,x,a,d,e)|0;c[b>>2]=a;if(!z)Lh(B);Lh(A);l=y;return a|0}function Zo(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0;b=l;l=l+192|0;m=b;k=b+176|0;h=b+156|0;j=b+4|0;n=b+152|0;a[k>>0]=a[43481]|0;a[k+1>>0]=a[43482]|0;a[k+2>>0]=a[43483]|0;a[k+3>>0]=a[43484]|0;a[k+4>>0]=a[43485]|0;a[k+5>>0]=a[43486]|0;i=tn()|0;c[m>>2]=g;g=Jo(h,20,i,k,m)|0;k=h+g|0;i=Ko(h,k,e)|0;Ql(m,e);o=qn(m,1104756)|0;rn(m);gb[c[(c[o>>2]|0)+48>>2]&7](o,h,k,j)|0;g=j+(g<<2)|0;c[n>>2]=c[d>>2];c[m>>2]=c[n>>2];g=_o(m,j,(i|0)==(k|0)?g:j+(i-h<<2)|0,g,e,f)|0;l=b;return g|0}function _o(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0;s=l;l=l+16|0;q=s+12|0;r=s;i=c[b>>2]|0;a:do if(!i)i=0;else{t=d;j=f-t>>2;m=g+12|0;k=c[m>>2]|0;j=(k|0)>(j|0)?k-j|0:0;k=e;t=k-t|0;g=t>>2;if((t|0)>0?(fb[c[(c[i>>2]|0)+48>>2]&31](i,d,g)|0)!=(g|0):0){c[b>>2]=0;i=0;break}do if((j|0)>0){c[r>>2]=0;c[r+4>>2]=0;c[r+8>>2]=0;if(j>>>0>1073741807)Kv(r);do if(j>>>0>=2){g=j+4&2147483644;if(g>>>0>1073741823)Ia();else{n=Ev(g<<2)|0;c[r>>2]=n;o=r+8|0;c[o>>2]=g|-2147483648;c[r+4>>2]=j;o=o+3|0;p=r;break}}else{o=r+8+3|0;a[o>>0]=j;n=r;p=r}while(0);$o(n,j,h)|0;c[q>>2]=0;bn(n+(j<<2)|0,q);if((fb[c[(c[i>>2]|0)+48>>2]&31](i,(a[o>>0]|0)<0?c[r>>2]|0:p,j)|0)==(j|0)){ew(r);break}else{c[b>>2]=0;ew(r);i=0;break a}}while(0);t=f-k|0;f=t>>2;if((t|0)>0?(fb[c[(c[i>>2]|0)+48>>2]&31](i,e,f)|0)!=(f|0):0){c[b>>2]=0;i=0;break}c[m>>2]=0}while(0);l=s;return i|0}function $o(a,b,c){a=a|0;b=b|0;c=c|0;if(b)mk(a,c,b)|0;return a|0}function ap(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0;y=l;l=l+16|0;v=y;w=qn(i,1104756)|0;t=qn(i,1104764)|0;pb[c[(c[t>>2]|0)+20>>2]&63](v,t);c[h>>2]=f;i=a[b>>0]|0;switch(i<<24>>24){case 43:case 45:{u=eb[c[(c[w>>2]|0)+44>>2]&63](w,i)|0;i=c[h>>2]|0;c[h>>2]=i+4;c[i>>2]=u;i=b+1|0;break}default:i=b}u=e;a:do if((u-i|0)>1?(a[i>>0]|0)==48:0){j=i+1|0;switch(a[j>>0]|0){case 88:case 120:break;default:{j=i;x=10;break a}}r=eb[c[(c[w>>2]|0)+44>>2]&63](w,48)|0;s=c[h>>2]|0;c[h>>2]=s+4;c[s>>2]=r;i=i+2|0;s=eb[c[(c[w>>2]|0)+44>>2]&63](w,a[j>>0]|0)|0;j=c[h>>2]|0;c[h>>2]=j+4;c[j>>2]=s;j=i;while(1){if(j>>>0>=e>>>0)break a;s=a[j>>0]|0;if(!(hj(s,tn()|0)|0))break a;j=j+1|0}}else{j=i;x=10}while(0);b:do if((x|0)==10)while(1){x=0;if(j>>>0>=e>>>0)break b;s=a[j>>0]|0;if(!(rj(s,tn()|0)|0))break b;j=j+1|0;x=10}while(0);p=v+11|0;o=a[p>>0]|0;q=v+4|0;r=i;s=b;c:do if((o<<24>>24<0?c[q>>2]|0:o&255)|0){d:do if((i|0)!=(j|0)){b=j;k=i;while(1){b=b+-1|0;if(k>>>0>=b>>>0)break d;o=a[k>>0]|0;a[k>>0]=a[b>>0]|0;a[b>>0]=o;k=k+1|0}}while(0);o=db[c[(c[t>>2]|0)+16>>2]&127](t)|0;b=0;k=0;while(1){if(i>>>0>=j>>>0)break;m=a[p>>0]|0;n=m<<24>>24<0;z=a[(n?c[v>>2]|0:v)+b>>0]|0;if(z<<24>>24>0&(k|0)==(z<<24>>24|0)){k=c[h>>2]|0;c[h>>2]=k+4;c[k>>2]=o;b=(b>>>0<((n?c[q>>2]|0:m&255)+-1|0)>>>0&1)+b|0;k=0}n=eb[c[(c[w>>2]|0)+44>>2]&63](w,a[i>>0]|0)|0;z=c[h>>2]|0;c[h>>2]=z+4;c[z>>2]=n;i=i+1|0;k=k+1|0}i=f+(r-s<<2)|0;k=c[h>>2]|0;if((i|0)==(k|0))b=w;else{b=k;while(1){b=b+-4|0;if(i>>>0>=b>>>0){b=w;i=k;break c}z=c[i>>2]|0;c[i>>2]=c[b>>2];c[b>>2]=z;i=i+4|0}}}else{gb[c[(c[w>>2]|0)+48>>2]&7](w,i,j,c[h>>2]|0)|0;i=(c[h>>2]|0)+(j-r<<2)|0;c[h>>2]=i;b=w}while(0);while(1){if(j>>>0>=e>>>0)break;i=a[j>>0]|0;j=j+1|0;if(i<<24>>24==46){x=29;break}r=eb[c[(c[b>>2]|0)+44>>2]&63](w,i)|0;z=c[h>>2]|0;i=z+4|0;c[h>>2]=i;c[z>>2]=r}if((x|0)==29){x=db[c[(c[t>>2]|0)+12>>2]&127](t)|0;z=c[h>>2]|0;i=z+4|0;c[h>>2]=i;c[z>>2]=x}gb[c[(c[w>>2]|0)+48>>2]&7](w,j,e,i)|0;z=(c[h>>2]|0)+(u-j<<2)|0;c[h>>2]=z;c[g>>2]=(d|0)==(e|0)?z:f+(d-s<<2)|0;Ov(v);l=y;return}function bp(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0;u=l;l=l+16|0;t=u;r=qn(i,1104756)|0;k=qn(i,1104764)|0;pb[c[(c[k>>2]|0)+20>>2]&63](t,k);p=t+11|0;o=a[p>>0]|0;q=t+4|0;s=b;j=e;if((o<<24>>24<0?c[q>>2]|0:o&255)|0){c[h>>2]=f;i=a[b>>0]|0;switch(i<<24>>24){case 43:case 45:{n=eb[c[(c[r>>2]|0)+44>>2]&63](r,i)|0;o=c[h>>2]|0;c[h>>2]=o+4;c[o>>2]=n;b=b+1|0;break}default:{}}a:do if((j-b|0)>1?(a[b>>0]|0)==48:0){i=b+1|0;switch(a[i>>0]|0){case 88:case 120:break;default:break a}o=eb[c[(c[r>>2]|0)+44>>2]&63](r,48)|0;n=c[h>>2]|0;c[h>>2]=n+4;c[n>>2]=o;n=eb[c[(c[r>>2]|0)+44>>2]&63](r,a[i>>0]|0)|0;o=c[h>>2]|0;c[h>>2]=o+4;c[o>>2]=n;b=b+2|0}while(0);b:do if((b|0)!=(e|0)){i=e;j=b;while(1){i=i+-1|0;if(j>>>0>=i>>>0)break b;o=a[j>>0]|0;a[j>>0]=a[i>>0]|0;a[i>>0]=o;j=j+1|0}}while(0);o=db[c[(c[k>>2]|0)+16>>2]&127](k)|0;n=b;i=0;j=0;while(1){if(n>>>0>=e>>>0)break;k=a[p>>0]|0;m=k<<24>>24<0;v=a[(m?c[t>>2]|0:t)+i>>0]|0;if(v<<24>>24!=0&(j|0)==(v<<24>>24|0)){j=c[h>>2]|0;c[h>>2]=j+4;c[j>>2]=o;i=(i>>>0<((m?c[q>>2]|0:k&255)+-1|0)>>>0&1)+i|0;j=0}m=eb[c[(c[r>>2]|0)+44>>2]&63](r,a[n>>0]|0)|0;v=c[h>>2]|0;c[h>>2]=v+4;c[v>>2]=m;n=n+1|0;j=j+1|0}i=f+(b-s<<2)|0;b=c[h>>2]|0;if((i|0)!=(b|0)){while(1){b=b+-4|0;if(i>>>0>=b>>>0)break;v=c[i>>2]|0;c[i>>2]=c[b>>2];c[b>>2]=v;i=i+4|0}i=c[h>>2]|0}}else{gb[c[(c[r>>2]|0)+48>>2]&7](r,b,e,f)|0;i=f+(j-s<<2)|0;c[h>>2]=i}c[g>>2]=(d|0)==(e|0)?i:f+(d-s<<2)|0;Ov(t);l=u;return}function cp(a){a=a|0;Xm(a);return}function dp(a){a=a|0;Xm(a);Hv(a);return}function ep(a){a=a|0;return 2}function fp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=xp(a,j,i,e,f,g,44017,44025)|0;l=h;return g|0}function gp(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0;i=l;l=l+16|0;j=i+12|0;k=i+8|0;n=i+4|0;m=i;o=b+8|0;o=db[c[(c[o>>2]|0)+20>>2]&127](o)|0;c[n>>2]=c[d>>2];c[m>>2]=c[e>>2];e=a[o+11>>0]|0;p=e<<24>>24<0;d=p?c[o>>2]|0:o;e=d+(p?c[o+4>>2]|0:e&255)|0;c[k>>2]=c[n>>2];c[j>>2]=c[m>>2];h=xp(b,k,j,f,g,h,d,e)|0;l=i;return h|0}function hp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;Ql(i,e);e=qn(i,1104724)|0;rn(i);c[j>>2]=c[d>>2];c[i>>2]=c[j>>2];vp(a,g+24|0,b,i,f,e);l=h;return c[b>>2]|0}function ip(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;Ql(i,e);e=qn(i,1104724)|0;rn(i);c[j>>2]=c[d>>2];c[i>>2]=c[j>>2];wp(a,g+16|0,b,i,f,e);l=h;return c[b>>2]|0}function jp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;Ql(i,e);e=qn(i,1104724)|0;rn(i);c[j>>2]=c[d>>2];c[i>>2]=c[j>>2];Ip(a,g+20|0,b,i,f,e);l=h;return c[b>>2]|0}function kp(b,d,e,f,g,h,i,j){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;var k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0;X=l;l=l+144|0;k=X+128|0;j=X+112|0;V=X+124|0;W=X+120|0;m=X+116|0;n=X+108|0;o=X+104|0;p=X+100|0;q=X+96|0;r=X+92|0;s=X+88|0;t=X+84|0;u=X+80|0;v=X+76|0;w=X+72|0;x=X+68|0;y=X+64|0;z=X+60|0;A=X+56|0;B=X+52|0;C=X+48|0;D=X+44|0;E=X+40|0;F=X+36|0;G=X+32|0;H=X+28|0;I=X+24|0;J=X+20|0;K=X+16|0;L=X+12|0;M=X+8|0;N=X+4|0;O=X;c[g>>2]=0;Ql(k,f);P=qn(k,1104724)|0;rn(k);Q=h+8|0;R=h+20|0;S=h+16|0;T=h+24|0;U=b+8|0;do switch(i<<24>>24|0){case 65:case 97:{c[V>>2]=c[e>>2];c[k>>2]=c[V>>2];vp(b,T,d,k,g,P);Y=26;break}case 104:case 66:case 98:{c[W>>2]=c[e>>2];c[k>>2]=c[W>>2];wp(b,S,d,k,g,P);Y=26;break}case 99:{W=db[c[(c[U>>2]|0)+12>>2]&127](U)|0;c[m>>2]=c[d>>2];c[n>>2]=c[e>>2];Y=a[W+11>>0]|0;e=Y<<24>>24<0;i=e?c[W>>2]|0:W;Y=i+(e?c[W+4>>2]|0:Y&255)|0;c[j>>2]=c[m>>2];c[k>>2]=c[n>>2];c[d>>2]=xp(b,j,k,f,g,h,i,Y)|0;Y=26;break}case 101:case 100:{c[o>>2]=c[e>>2];c[k>>2]=c[o>>2];yp(b,h+12|0,d,k,g,P);Y=26;break}case 68:{c[p>>2]=c[d>>2];c[q>>2]=c[e>>2];c[j>>2]=c[p>>2];c[k>>2]=c[q>>2];c[d>>2]=xp(b,j,k,f,g,h,43977,43985)|0;Y=26;break}case 70:{c[r>>2]=c[d>>2];c[s>>2]=c[e>>2];c[j>>2]=c[r>>2];c[k>>2]=c[s>>2];c[d>>2]=xp(b,j,k,f,g,h,43985,43993)|0;Y=26;break}case 72:{c[t>>2]=c[e>>2];c[k>>2]=c[t>>2];zp(b,Q,d,k,g,P);Y=26;break}case 73:{c[u>>2]=c[e>>2];c[k>>2]=c[u>>2];Ap(b,Q,d,k,g,P);Y=26;break}case 106:{c[v>>2]=c[e>>2];c[k>>2]=c[v>>2];Bp(b,h+28|0,d,k,g,P);Y=26;break}case 109:{c[w>>2]=c[e>>2];c[k>>2]=c[w>>2];Cp(b,S,d,k,g,P);Y=26;break}case 77:{c[x>>2]=c[e>>2];c[k>>2]=c[x>>2];Dp(b,h+4|0,d,k,g,P);Y=26;break}case 116:case 110:{c[y>>2]=c[e>>2];c[k>>2]=c[y>>2];Ep(b,d,k,g,P);Y=26;break}case 112:{c[z>>2]=c[e>>2];c[k>>2]=c[z>>2];Fp(b,Q,d,k,g,P);Y=26;break}case 114:{c[A>>2]=c[d>>2];c[B>>2]=c[e>>2];c[j>>2]=c[A>>2];c[k>>2]=c[B>>2];c[d>>2]=xp(b,j,k,f,g,h,43993,44004)|0;Y=26;break}case 82:{c[C>>2]=c[d>>2];c[D>>2]=c[e>>2];c[j>>2]=c[C>>2];c[k>>2]=c[D>>2];c[d>>2]=xp(b,j,k,f,g,h,44004,44009)|0;Y=26;break}case 83:{c[E>>2]=c[e>>2];c[k>>2]=c[E>>2];Gp(b,h,d,k,g,P);Y=26;break}case 84:{c[F>>2]=c[d>>2];c[G>>2]=c[e>>2];c[j>>2]=c[F>>2];c[k>>2]=c[G>>2];c[d>>2]=xp(b,j,k,f,g,h,44009,44017)|0;Y=26;break}case 119:{c[H>>2]=c[e>>2];c[k>>2]=c[H>>2];Hp(b,T,d,k,g,P);Y=26;break}case 120:{i=c[(c[b>>2]|0)+20>>2]|0;c[I>>2]=c[d>>2];c[J>>2]=c[e>>2];c[j>>2]=c[I>>2];c[k>>2]=c[J>>2];j=kb[i&63](b,j,k,f,g,h)|0;break}case 88:{W=db[c[(c[U>>2]|0)+24>>2]&127](U)|0;c[K>>2]=c[d>>2];c[L>>2]=c[e>>2];Y=a[W+11>>0]|0;e=Y<<24>>24<0;i=e?c[W>>2]|0:W;Y=i+(e?c[W+4>>2]|0:Y&255)|0;c[j>>2]=c[K>>2];c[k>>2]=c[L>>2];c[d>>2]=xp(b,j,k,f,g,h,i,Y)|0;Y=26;break}case 121:{c[M>>2]=c[e>>2];c[k>>2]=c[M>>2];Ip(b,R,d,k,g,P);Y=26;break}case 89:{c[N>>2]=c[e>>2];c[k>>2]=c[N>>2];Jp(b,R,d,k,g,P);Y=26;break}case 37:{c[O>>2]=c[e>>2];c[k>>2]=c[O>>2];Kp(b,d,k,g,P);Y=26;break}default:{c[g>>2]=c[g>>2]|4;Y=26}}while(0);if((Y|0)==26)j=c[d>>2]|0;l=X;return j|0}function lp(b){b=b|0;if((a[919552]|0)==0?Yw(919552)|0:0){up();c[276399]=1105428}return c[276399]|0}function mp(b){b=b|0;if((a[919536]|0)==0?Yw(919536)|0:0){tp();c[276356]=1105136}return c[276356]|0}function np(b){b=b|0;if((a[919520]|0)==0?Yw(919520)|0:0){sp();c[276283]=1104844}return c[276283]|0}function op(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;d=f;if((a[919512]|0)==0?Yw(919512)|0:0){c[276208]=0;c[276209]=0;c[276210]=0;e=Ll(43735)|0;if(e>>>0>4294967279)Kv(1104832);if(e>>>0<11){a[1104843]=e;b=1104832}else{g=e+16&-16;b=Ev(g)|0;c[276208]=b;c[276210]=g|-2147483648;c[276209]=e}Sk(b,43735,e)|0;a[d>>0]=0;Ml(b+e|0,d)}l=f;return 1104832}function pp(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;d=f;if((a[919504]|0)==0?Yw(919504)|0:0){c[276205]=0;c[276206]=0;c[276207]=0;e=Ll(43723)|0;if(e>>>0>4294967279)Kv(1104820);if(e>>>0<11){a[1104831]=e;b=1104820}else{g=e+16&-16;b=Ev(g)|0;c[276205]=b;c[276207]=g|-2147483648;c[276206]=e}Sk(b,43723,e)|0;a[d>>0]=0;Ml(b+e|0,d)}l=f;return 1104820}function qp(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;d=f;if((a[919496]|0)==0?Yw(919496)|0:0){c[276202]=0;c[276203]=0;c[276204]=0;e=Ll(43714)|0;if(e>>>0>4294967279)Kv(1104808);if(e>>>0<11){a[1104819]=e;b=1104808}else{g=e+16&-16;b=Ev(g)|0;c[276202]=b;c[276204]=g|-2147483648;c[276203]=e}Sk(b,43714,e)|0;a[d>>0]=0;Ml(b+e|0,d)}l=f;return 1104808}function rp(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;d=f;if((a[919488]|0)==0?Yw(919488)|0:0){c[276199]=0;c[276200]=0;c[276201]=0;e=Ll(43705)|0;if(e>>>0>4294967279)Kv(1104796);if(e>>>0<11){a[1104807]=e;b=1104796}else{g=e+16&-16;b=Ev(g)|0;c[276199]=b;c[276201]=g|-2147483648;c[276200]=e}Sk(b,43705,e)|0;a[d>>0]=0;Ml(b+e|0,d)}l=f;return 1104796}function sp(){var b=0,d=0;if((a[919528]|0)==0?Yw(919528)|0:0){d=1104844;do{c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[d+(b<<2)>>2]=0;b=b+1|0}d=d+12|0}while((d|0)!=1105132)}Uv(1104844,43756)|0;Uv(1104856,43759)|0;return}function tp(){var b=0,d=0;if((a[919544]|0)==0?Yw(919544)|0:0){d=1105136;do{c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[d+(b<<2)>>2]=0;b=b+1|0}d=d+12|0}while((d|0)!=1105424)}Uv(1105136,43762)|0;Uv(1105148,43770)|0;Uv(1105160,43779)|0;Uv(1105172,43785)|0;Uv(1105184,43791)|0;Uv(1105196,43795)|0;Uv(1105208,43800)|0;Uv(1105220,43805)|0;Uv(1105232,43812)|0;Uv(1105244,43822)|0;Uv(1105256,43830)|0;Uv(1105268,43839)|0;Uv(1105280,43848)|0;Uv(1105292,43852)|0;Uv(1105304,43856)|0;Uv(1105316,43860)|0;Uv(1105328,43791)|0;Uv(1105340,43864)|0;Uv(1105352,43868)|0;Uv(1105364,43872)|0;Uv(1105376,43876)|0;Uv(1105388,43880)|0;Uv(1105400,43884)|0;Uv(1105412,43888)|0;return}function up(){var b=0,d=0;if((a[919560]|0)==0?Yw(919560)|0:0){d=1105428;do{c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[d+(b<<2)>>2]=0;b=b+1|0}d=d+12|0}while((d|0)!=1105596)}Uv(1105428,43892)|0;Uv(1105440,43899)|0;Uv(1105452,43906)|0;Uv(1105464,43914)|0;Uv(1105476,43924)|0;Uv(1105488,43933)|0;Uv(1105500,43940)|0;Uv(1105512,43949)|0;Uv(1105524,43953)|0;Uv(1105536,43957)|0;Uv(1105548,43961)|0;Uv(1105560,43965)|0;Uv(1105572,43969)|0;Uv(1105584,43973)|0;return}function vp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;a=a+8|0;a=db[c[c[a>>2]>>2]&127](a)|0;c[j>>2]=c[e>>2];c[i>>2]=c[j>>2];a=(Yn(d,i,a,a+168|0,g,f,0)|0)-a|0;if((a|0)<168)c[b>>2]=((a|0)/12|0|0)%7|0;l=h;return}function wp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;a=a+8|0;a=db[c[(c[a>>2]|0)+4>>2]&127](a)|0;c[j>>2]=c[e>>2];c[i>>2]=c[j>>2];a=(Yn(d,i,a,a+288|0,g,f,0)|0)-a|0;if((a|0)<288)c[b>>2]=((a|0)/12|0|0)%12|0;l=h;return}function xp(d,e,f,g,h,i,j,k){d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;var m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0;B=l;l=l+16|0;u=B+12|0;t=B+8|0;y=B+4|0;z=B;Ql(u,g);v=qn(u,1104724)|0;rn(u);c[h>>2]=0;w=v+8|0;m=0;a:while(1){s=(j|0)!=(k|0);n=m;while(1){m=c[e>>2]|0;if(!(s&(n|0)==0))break a;o=m;if(m){n=c[m+12>>2]|0;if((n|0)==(c[m+16>>2]|0))n=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else n=Rk(a[n>>0]|0)|0;if(Pl(n,Qk()|0)|0){c[e>>2]=0;m=0;q=1;r=0}else{q=0;r=o}}else{m=0;q=1;r=o}p=c[f>>2]|0;n=p;do if(p){o=c[p+12>>2]|0;if((o|0)==(c[p+16>>2]|0))o=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else o=Rk(a[o>>0]|0)|0;if(!(Pl(o,Qk()|0)|0))if(q)break;else{A=61;break a}else{c[f>>2]=0;n=0;A=16;break}}else A=16;while(0);if((A|0)==16){A=0;if(q){A=61;break a}else p=0}if((fb[c[(c[v>>2]|0)+36>>2]&31](v,a[j>>0]|0,0)|0)<<24>>24==37){A=19;break}n=a[j>>0]|0;if(n<<24>>24>-1?(x=c[w>>2]|0,b[x+(n<<24>>24<<1)>>1]&8192):0){A=27;break}o=m+12|0;n=c[o>>2]|0;p=m+16|0;if((n|0)==(c[p>>2]|0))n=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else n=Rk(a[n>>0]|0)|0;r=eb[c[(c[v>>2]|0)+12>>2]&63](v,n&255)|0;if(r<<24>>24==(eb[c[(c[v>>2]|0)+12>>2]&63](v,a[j>>0]|0)|0)<<24>>24){A=57;break}c[h>>2]=4;n=4}b:do if((A|0)==19){A=0;q=j+1|0;if((q|0)==(k|0)){A=61;break a}o=fb[c[(c[v>>2]|0)+36>>2]&31](v,a[q>>0]|0,0)|0;switch(o<<24>>24){case 48:case 69:{j=j+2|0;if((j|0)==(k|0)){A=61;break a}p=o;m=fb[c[(c[v>>2]|0)+36>>2]&31](v,a[j>>0]|0,0)|0;j=q;break}default:{p=0;m=o}}s=c[(c[d>>2]|0)+36>>2]|0;c[y>>2]=r;c[z>>2]=n;c[t>>2]=c[y>>2];c[u>>2]=c[z>>2];c[e>>2]=mb[s&15](d,t,u,g,h,i,m,p)|0;j=j+2|0}else if((A|0)==27){while(1){A=0;j=j+1|0;if((j|0)==(k|0)){j=k;break}n=a[j>>0]|0;if(n<<24>>24<=-1)break;if(!(b[x+(n<<24>>24<<1)>>1]&8192))break;else A=27}n=p;while(1){if(m){o=c[m+12>>2]|0;if((o|0)==(c[m+16>>2]|0))o=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else o=Rk(a[o>>0]|0)|0;if(Pl(o,Qk()|0)|0){c[e>>2]=0;q=1;m=0}else q=0}else{q=1;m=0}do if(p){o=c[p+12>>2]|0;if((o|0)==(c[p+16>>2]|0))o=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else o=Rk(a[o>>0]|0)|0;if(!(Pl(o,Qk()|0)|0))if(q^(n|0)==0){r=n;p=n;break}else break b;else{c[f>>2]=0;n=0;A=43;break}}else A=43;while(0);if((A|0)==43){A=0;if(q)break b;else{r=n;p=0}}o=m+12|0;n=c[o>>2]|0;q=m+16|0;if((n|0)==(c[q>>2]|0))n=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else n=Rk(a[n>>0]|0)|0;if((n&255)<<24>>24<=-1)break b;if(!(b[(c[w>>2]|0)+(n<<24>>24<<1)>>1]&8192))break b;n=c[o>>2]|0;if((n|0)==(c[q>>2]|0)){db[c[(c[m>>2]|0)+40>>2]&127](m)|0;n=r;continue}else{c[o>>2]=n+1;Rk(a[n>>0]|0)|0;n=r;continue}}}else if((A|0)==57){A=0;j=j+1|0;n=c[o>>2]|0;if((n|0)==(c[p>>2]|0)){db[c[(c[m>>2]|0)+40>>2]&127](m)|0;break}else{c[o>>2]=n+1;Rk(a[n>>0]|0)|0;break}}while(0);m=c[h>>2]|0}if((A|0)==61)c[h>>2]=4;if(m){j=c[m+12>>2]|0;if((j|0)==(c[m+16>>2]|0))j=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else j=Rk(a[j>>0]|0)|0;if(Pl(j,Qk()|0)|0){c[e>>2]=0;m=0;o=1}else o=0}else{m=0;o=1}j=c[f>>2]|0;do if(j){n=c[j+12>>2]|0;if((n|0)==(c[j+16>>2]|0))j=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else j=Rk(a[n>>0]|0)|0;if(!(Pl(j,Qk()|0)|0))if(o)break;else{A=76;break}else{c[f>>2]=0;A=74;break}}else A=74;while(0);if((A|0)==74?o:0)A=76;if((A|0)==76)c[h>>2]=c[h>>2]|2;l=B;return m|0}function yp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,2)|0;d=c[f>>2]|0;if((a+-1|0)>>>0<31&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function zp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<24&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function Ap(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,2)|0;d=c[f>>2]|0;if((a+-1|0)>>>0<12&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function Bp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,3)|0;d=c[f>>2]|0;if((a|0)<366&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function Cp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<13&(d&4|0)==0)c[b>>2]=a+-1;else c[f>>2]=d|4;l=h;return}function Dp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<60&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function Ep(d,e,f,g,h){d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0;j=h+8|0;a:while(1){d=c[e>>2]|0;do if(d){h=c[d+12>>2]|0;if((h|0)==(c[d+16>>2]|0))d=db[c[(c[d>>2]|0)+36>>2]&127](d)|0;else d=Rk(a[h>>0]|0)|0;if(Pl(d,Qk()|0)|0){c[e>>2]=0;i=1;break}else{i=(c[e>>2]|0)==0;break}}else i=1;while(0);h=c[f>>2]|0;do if(h){d=c[h+12>>2]|0;if((d|0)==(c[h+16>>2]|0))d=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else d=Rk(a[d>>0]|0)|0;if(!(Pl(d,Qk()|0)|0))if(i){i=h;break}else{i=h;break a}else{c[f>>2]=0;k=15;break}}else k=15;while(0);if((k|0)==15){k=0;if(i){i=0;break}else i=0}d=c[e>>2]|0;h=c[d+12>>2]|0;if((h|0)==(c[d+16>>2]|0))d=db[c[(c[d>>2]|0)+36>>2]&127](d)|0;else d=Rk(a[h>>0]|0)|0;if((d&255)<<24>>24<=-1)break;if(!(b[(c[j>>2]|0)+(d<<24>>24<<1)>>1]&8192))break;d=c[e>>2]|0;h=d+12|0;i=c[h>>2]|0;if((i|0)==(c[d+16>>2]|0)){db[c[(c[d>>2]|0)+40>>2]&127](d)|0;continue}else{c[h>>2]=i+1;Rk(a[i>>0]|0)|0;continue}}d=c[e>>2]|0;do if(d){h=c[d+12>>2]|0;if((h|0)==(c[d+16>>2]|0))d=db[c[(c[d>>2]|0)+36>>2]&127](d)|0;else d=Rk(a[h>>0]|0)|0;if(Pl(d,Qk()|0)|0){c[e>>2]=0;h=1;break}else{h=(c[e>>2]|0)==0;break}}else h=1;while(0);do if(i){d=c[i+12>>2]|0;if((d|0)==(c[i+16>>2]|0))d=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else d=Rk(a[d>>0]|0)|0;if(!(Pl(d,Qk()|0)|0))if(h)break;else{k=40;break}else{c[f>>2]=0;k=38;break}}else k=38;while(0);if((k|0)==38?h:0)k=40;if((k|0)==40)c[g>>2]=c[g>>2]|2;return}function Fp(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0;n=l;l=l+16|0;k=n+4|0;m=n;j=b+8|0;j=db[c[(c[j>>2]|0)+8>>2]&127](j)|0;b=a[j+11>>0]|0;if(b<<24>>24<0)i=c[j+4>>2]|0;else i=b&255;b=a[j+12+11>>0]|0;if(b<<24>>24<0)b=c[j+16>>2]|0;else b=b&255;do if((i|0)!=(0-b|0)){c[m>>2]=c[f>>2];c[k>>2]=c[m>>2];b=(Yn(e,k,j,j+24|0,h,g,0)|0)-j|0;i=c[d>>2]|0;if((i|0)==12&(b|0)==0){c[d>>2]=0;break}if((i|0)<12&(b|0)==12)c[d>>2]=i+12}else c[g>>2]=c[g>>2]|4;while(0);l=n;return}function Gp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<61&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function Hp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,1)|0;d=c[f>>2]|0;if((a|0)<7&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function Ip(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,4)|0;if(!(c[f>>2]&4)){if((a|0)<69)a=a+2e3|0;else a=(a|0)<100?a+1900|0:a;c[b>>2]=a+-1900}l=h;return}function Jp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=Lp(d,a,f,g,4)|0;if(!(c[f>>2]&4))c[b>>2]=a+-1900;l=h;return}function Kp(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0;b=c[d>>2]|0;do if(b){h=c[b+12>>2]|0;if((h|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=Rk(a[h>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;i=1;break}else{i=(c[d>>2]|0)==0;break}}else i=1;while(0);h=c[e>>2]|0;do if(h){b=c[h+12>>2]|0;if((b|0)==(c[h+16>>2]|0))b=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(i){j=h;k=16;break}else{b=6;k=38;break}else{c[e>>2]=0;k=14;break}}else k=14;while(0);if((k|0)==14)if(i){b=6;k=38}else{j=0;k=16}a:do if((k|0)==16){b=c[d>>2]|0;h=c[b+12>>2]|0;if((h|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=Rk(a[h>>0]|0)|0;if((fb[c[(c[g>>2]|0)+36>>2]&31](g,b&255,0)|0)<<24>>24==37){b=c[d>>2]|0;h=b+12|0;i=c[h>>2]|0;if((i|0)==(c[b+16>>2]|0))db[c[(c[b>>2]|0)+40>>2]&127](b)|0;else{c[h>>2]=i+1;Rk(a[i>>0]|0)|0}b=c[d>>2]|0;do if(b){h=c[b+12>>2]|0;if((h|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=Rk(a[h>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;h=1;break}else{h=(c[d>>2]|0)==0;break}}else h=1;while(0);do if(j|0){b=c[j+12>>2]|0;if((b|0)==(c[j+16>>2]|0))b=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(h)break a;else{b=2;k=38;break a}else{c[e>>2]=0;break}}while(0);if(h){b=2;k=38}}else{b=4;k=38}}while(0);if((k|0)==38)c[f>>2]=c[f>>2]|b;return}function Lp(d,e,f,g,h){d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;i=c[d>>2]|0;do if(i){j=c[i+12>>2]|0;if((j|0)==(c[i+16>>2]|0))i=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else i=Rk(a[j>>0]|0)|0;if(Pl(i,Qk()|0)|0){c[d>>2]=0;k=1;break}else{k=(c[d>>2]|0)==0;break}}else k=1;while(0);j=c[e>>2]|0;do if(j){i=c[j+12>>2]|0;if((i|0)==(c[j+16>>2]|0))i=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else i=Rk(a[i>>0]|0)|0;if(!(Pl(i,Qk()|0)|0))if(k){s=17;break}else{s=16;break}else{c[e>>2]=0;s=14;break}}else s=14;while(0);if((s|0)==14)if(k)s=16;else{j=0;s=17}a:do if((s|0)==16){c[f>>2]=c[f>>2]|6;i=0}else if((s|0)==17){i=c[d>>2]|0;k=c[i+12>>2]|0;if((k|0)==(c[i+16>>2]|0))i=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else i=Rk(a[k>>0]|0)|0;k=i&255;if(k<<24>>24>-1?(r=g+8|0,b[(c[r>>2]|0)+(i<<24>>24<<1)>>1]&2048):0){i=(fb[c[(c[g>>2]|0)+36>>2]&31](g,k,0)|0)<<24>>24;k=c[d>>2]|0;l=k+12|0;m=c[l>>2]|0;if((m|0)==(c[k+16>>2]|0)){db[c[(c[k>>2]|0)+40>>2]&127](k)|0;n=j;l=j}else{c[l>>2]=m+1;Rk(a[m>>0]|0)|0;n=j;l=j}while(1){i=i+-48|0;q=h+-1|0;j=c[d>>2]|0;do if(j){k=c[j+12>>2]|0;if((k|0)==(c[j+16>>2]|0))j=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else j=Rk(a[k>>0]|0)|0;if(Pl(j,Qk()|0)|0){c[d>>2]=0;m=1;break}else{m=(c[d>>2]|0)==0;break}}else m=1;while(0);do if(l){j=c[l+12>>2]|0;if((j|0)==(c[l+16>>2]|0))j=db[c[(c[l>>2]|0)+36>>2]&127](l)|0;else j=Rk(a[j>>0]|0)|0;if(Pl(j,Qk()|0)|0){c[e>>2]=0;p=0;j=1;o=0;break}else{p=n;j=(n|0)==0;o=n;break}}else{p=n;j=1;o=0}while(0);k=c[d>>2]|0;if(!((h|0)>1&(m^j)))break;j=c[k+12>>2]|0;if((j|0)==(c[k+16>>2]|0))j=db[c[(c[k>>2]|0)+36>>2]&127](k)|0;else j=Rk(a[j>>0]|0)|0;k=j&255;if(k<<24>>24<=-1)break a;if(!(b[(c[r>>2]|0)+(j<<24>>24<<1)>>1]&2048))break a;i=((fb[c[(c[g>>2]|0)+36>>2]&31](g,k,0)|0)<<24>>24)+(i*10|0)|0;j=c[d>>2]|0;k=j+12|0;l=c[k>>2]|0;if((l|0)==(c[j+16>>2]|0)){db[c[(c[j>>2]|0)+40>>2]&127](j)|0;h=q;n=p;l=o;continue}else{c[k>>2]=l+1;Rk(a[l>>0]|0)|0;h=q;n=p;l=o;continue}}do if(k){j=c[k+12>>2]|0;if((j|0)==(c[k+16>>2]|0))j=db[c[(c[k>>2]|0)+36>>2]&127](k)|0;else j=Rk(a[j>>0]|0)|0;if(Pl(j,Qk()|0)|0){c[d>>2]=0;k=1;break}else{k=(c[d>>2]|0)==0;break}}else k=1;while(0);do if(p){j=c[p+12>>2]|0;if((j|0)==(c[p+16>>2]|0))j=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else j=Rk(a[j>>0]|0)|0;if(!(Pl(j,Qk()|0)|0))if(k)break a;else break;else{c[e>>2]=0;s=62;break}}else s=62;while(0);if((s|0)==62?!k:0)break;c[f>>2]=c[f>>2]|2;break}c[f>>2]=c[f>>2]|4;i=0}while(0);return i|0}function Mp(a){a=a|0;Xm(a);return}function Np(a){a=a|0;Xm(a);Hv(a);return}function Op(a){a=a|0;return 2}function Pp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+16|0;i=h+12|0;j=h+8|0;m=h+4|0;k=h;c[m>>2]=c[b>>2];c[k>>2]=c[d>>2];c[j>>2]=c[m>>2];c[i>>2]=c[k>>2];g=gq(a,j,i,e,f,g,34156,34188)|0;l=h;return g|0}function Qp(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0;i=l;l=l+16|0;j=i+12|0;k=i+8|0;n=i+4|0;m=i;o=b+8|0;o=db[c[(c[o>>2]|0)+20>>2]&127](o)|0;c[n>>2]=c[d>>2];c[m>>2]=c[e>>2];e=a[o+8+3>>0]|0;p=e<<24>>24<0;d=p?c[o>>2]|0:o;e=d+((p?c[o+4>>2]|0:e&255)<<2)|0;c[k>>2]=c[n>>2];c[j>>2]=c[m>>2];h=gq(b,k,j,f,g,h,d,e)|0;l=i;return h|0}function Rp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;Ql(i,e);e=qn(i,1104756)|0;rn(i);c[j>>2]=c[d>>2];c[i>>2]=c[j>>2];eq(a,g+24|0,b,i,f,e);l=h;return c[b>>2]|0}function Sp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;Ql(i,e);e=qn(i,1104756)|0;rn(i);c[j>>2]=c[d>>2];c[i>>2]=c[j>>2];fq(a,g+16|0,b,i,f,e);l=h;return c[b>>2]|0}function Tp(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;Ql(i,e);e=qn(i,1104756)|0;rn(i);c[j>>2]=c[d>>2];c[i>>2]=c[j>>2];rq(a,g+20|0,b,i,f,e);l=h;return c[b>>2]|0}function Up(b,d,e,f,g,h,i,j){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;var k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0;X=l;l=l+144|0;k=X+128|0;j=X+112|0;V=X+124|0;W=X+120|0;m=X+116|0;n=X+108|0;o=X+104|0;p=X+100|0;q=X+96|0;r=X+92|0;s=X+88|0;t=X+84|0;u=X+80|0;v=X+76|0;w=X+72|0;x=X+68|0;y=X+64|0;z=X+60|0;A=X+56|0;B=X+52|0;C=X+48|0;D=X+44|0;E=X+40|0;F=X+36|0;G=X+32|0;H=X+28|0;I=X+24|0;J=X+20|0;K=X+16|0;L=X+12|0;M=X+8|0;N=X+4|0;O=X;c[g>>2]=0;Ql(k,f);P=qn(k,1104756)|0;rn(k);Q=h+8|0;R=h+20|0;S=h+16|0;T=h+24|0;U=b+8|0;do switch(i<<24>>24|0){case 65:case 97:{c[V>>2]=c[e>>2];c[k>>2]=c[V>>2];eq(b,T,d,k,g,P);Y=26;break}case 104:case 66:case 98:{c[W>>2]=c[e>>2];c[k>>2]=c[W>>2];fq(b,S,d,k,g,P);Y=26;break}case 99:{W=db[c[(c[U>>2]|0)+12>>2]&127](U)|0;c[m>>2]=c[d>>2];c[n>>2]=c[e>>2];Y=a[W+8+3>>0]|0;e=Y<<24>>24<0;i=e?c[W>>2]|0:W;Y=i+((e?c[W+4>>2]|0:Y&255)<<2)|0;c[j>>2]=c[m>>2];c[k>>2]=c[n>>2];c[d>>2]=gq(b,j,k,f,g,h,i,Y)|0;Y=26;break}case 101:case 100:{c[o>>2]=c[e>>2];c[k>>2]=c[o>>2];hq(b,h+12|0,d,k,g,P);Y=26;break}case 68:{c[p>>2]=c[d>>2];c[q>>2]=c[e>>2];c[j>>2]=c[p>>2];c[k>>2]=c[q>>2];c[d>>2]=gq(b,j,k,f,g,h,33996,34028)|0;Y=26;break}case 70:{c[r>>2]=c[d>>2];c[s>>2]=c[e>>2];c[j>>2]=c[r>>2];c[k>>2]=c[s>>2];c[d>>2]=gq(b,j,k,f,g,h,34028,34060)|0;Y=26;break}case 72:{c[t>>2]=c[e>>2];c[k>>2]=c[t>>2];iq(b,Q,d,k,g,P);Y=26;break}case 73:{c[u>>2]=c[e>>2];c[k>>2]=c[u>>2];jq(b,Q,d,k,g,P);Y=26;break}case 106:{c[v>>2]=c[e>>2];c[k>>2]=c[v>>2];kq(b,h+28|0,d,k,g,P);Y=26;break}case 109:{c[w>>2]=c[e>>2];c[k>>2]=c[w>>2];lq(b,S,d,k,g,P);Y=26;break}case 77:{c[x>>2]=c[e>>2];c[k>>2]=c[x>>2];mq(b,h+4|0,d,k,g,P);Y=26;break}case 116:case 110:{c[y>>2]=c[e>>2];c[k>>2]=c[y>>2];nq(b,d,k,g,P);Y=26;break}case 112:{c[z>>2]=c[e>>2];c[k>>2]=c[z>>2];oq(b,Q,d,k,g,P);Y=26;break}case 114:{c[A>>2]=c[d>>2];c[B>>2]=c[e>>2];c[j>>2]=c[A>>2];c[k>>2]=c[B>>2];c[d>>2]=gq(b,j,k,f,g,h,34060,34104)|0;Y=26;break}case 82:{c[C>>2]=c[d>>2];c[D>>2]=c[e>>2];c[j>>2]=c[C>>2];c[k>>2]=c[D>>2];c[d>>2]=gq(b,j,k,f,g,h,34104,34124)|0;Y=26;break}case 83:{c[E>>2]=c[e>>2];c[k>>2]=c[E>>2];pq(b,h,d,k,g,P);Y=26;break}case 84:{c[F>>2]=c[d>>2];c[G>>2]=c[e>>2];c[j>>2]=c[F>>2];c[k>>2]=c[G>>2];c[d>>2]=gq(b,j,k,f,g,h,34124,34156)|0;Y=26;break}case 119:{c[H>>2]=c[e>>2];c[k>>2]=c[H>>2];qq(b,T,d,k,g,P);Y=26;break}case 120:{i=c[(c[b>>2]|0)+20>>2]|0;c[I>>2]=c[d>>2];c[J>>2]=c[e>>2];c[j>>2]=c[I>>2];c[k>>2]=c[J>>2];j=kb[i&63](b,j,k,f,g,h)|0;break}case 88:{W=db[c[(c[U>>2]|0)+24>>2]&127](U)|0;c[K>>2]=c[d>>2];c[L>>2]=c[e>>2];Y=a[W+8+3>>0]|0;e=Y<<24>>24<0;i=e?c[W>>2]|0:W;Y=i+((e?c[W+4>>2]|0:Y&255)<<2)|0;c[j>>2]=c[K>>2];c[k>>2]=c[L>>2];c[d>>2]=gq(b,j,k,f,g,h,i,Y)|0;Y=26;break}case 121:{c[M>>2]=c[e>>2];c[k>>2]=c[M>>2];rq(b,R,d,k,g,P);Y=26;break}case 89:{c[N>>2]=c[e>>2];c[k>>2]=c[N>>2];sq(b,R,d,k,g,P);Y=26;break}case 37:{c[O>>2]=c[e>>2];c[k>>2]=c[O>>2];tq(b,d,k,g,P);Y=26;break}default:{c[g>>2]=c[g>>2]|4;Y=26}}while(0);if((Y|0)==26)j=c[d>>2]|0;l=X;return j|0}function Vp(b){b=b|0;if((a[919632]|0)==0?Yw(919632)|0:0){dq();c[276602]=1106240}return c[276602]|0}function Wp(b){b=b|0;if((a[919616]|0)==0?Yw(919616)|0:0){cq();c[276559]=1105948}return c[276559]|0}function Xp(b){b=b|0;if((a[919600]|0)==0?Yw(919600)|0:0){bq();c[276486]=1105656}return c[276486]|0}function Yp(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;b=f;if((a[919592]|0)==0?Yw(919592)|0:0){c[276411]=0;c[276412]=0;c[276413]=0;e=aq(33028)|0;if(e>>>0>1073741807)Kv(1105644);do if(e>>>0>=2){d=e+4&-4;if(d>>>0>1073741823)Ia();else{g=Ev(d<<2)|0;c[276411]=g;c[276413]=d|-2147483648;c[276412]=e;break}}else{a[1105655]=e;g=1105644}while(0);il(g,33028,e)|0;c[b>>2]=0;bn(g+(e<<2)|0,b)}l=f;return 1105644}function Zp(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;b=f;if((a[919584]|0)==0?Yw(919584)|0:0){c[276408]=0;c[276409]=0;c[276410]=0;e=aq(32980)|0;if(e>>>0>1073741807)Kv(1105632);do if(e>>>0>=2){d=e+4&-4;if(d>>>0>1073741823)Ia();else{g=Ev(d<<2)|0;c[276408]=g;c[276410]=d|-2147483648;c[276409]=e;break}}else{a[1105643]=e;g=1105632}while(0);il(g,32980,e)|0;c[b>>2]=0;bn(g+(e<<2)|0,b)}l=f;return 1105632}function _p(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;b=f;if((a[919576]|0)==0?Yw(919576)|0:0){c[276405]=0;c[276406]=0;c[276407]=0;e=aq(32944)|0;if(e>>>0>1073741807)Kv(1105620);do if(e>>>0>=2){d=e+4&-4;if(d>>>0>1073741823)Ia();else{g=Ev(d<<2)|0;c[276405]=g;c[276407]=d|-2147483648;c[276406]=e;break}}else{a[1105631]=e;g=1105620}while(0);il(g,32944,e)|0;c[b>>2]=0;bn(g+(e<<2)|0,b)}l=f;return 1105620}function $p(b){b=b|0;var d=0,e=0,f=0,g=0;f=l;l=l+16|0;b=f;if((a[919568]|0)==0?Yw(919568)|0:0){c[276402]=0;c[276403]=0;c[276404]=0;e=aq(32908)|0;if(e>>>0>1073741807)Kv(1105608);do if(e>>>0>=2){d=e+4&-4;if(d>>>0>1073741823)Ia();else{g=Ev(d<<2)|0;c[276402]=g;c[276404]=d|-2147483648;c[276403]=e;break}}else{a[1105619]=e;g=1105608}while(0);il(g,32908,e)|0;c[b>>2]=0;bn(g+(e<<2)|0,b)}l=f;return 1105608}function aq(a){a=a|0;return $i(a)|0}function bq(){var b=0,d=0;if((a[919608]|0)==0?Yw(919608)|0:0){d=1105656;do{c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[d+(b<<2)>>2]=0;b=b+1|0}d=d+12|0}while((d|0)!=1105944)}jw(1105656,33112)|0;jw(1105668,33124)|0;return}function cq(){var b=0,d=0;if((a[919624]|0)==0?Yw(919624)|0:0){d=1105948;do{c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[d+(b<<2)>>2]=0;b=b+1|0}d=d+12|0}while((d|0)!=1106236)}jw(1105948,33136)|0;jw(1105960,33168)|0;jw(1105972,33204)|0;jw(1105984,33228)|0;jw(1105996,33252)|0;jw(1106008,33268)|0;jw(1106020,33288)|0;jw(1106032,33308)|0;jw(1106044,33336)|0;jw(1106056,33376)|0;jw(1106068,33408)|0;jw(1106080,33444)|0;jw(1106092,33480)|0;jw(1106104,33496)|0;jw(1106116,33512)|0;jw(1106128,33528)|0;jw(1106140,33252)|0;jw(1106152,33544)|0;jw(1106164,33560)|0;jw(1106176,33576)|0;jw(1106188,33592)|0;jw(1106200,33608)|0;jw(1106212,33624)|0;jw(1106224,33640)|0;return}function dq(){var b=0,d=0;if((a[919640]|0)==0?Yw(919640)|0:0){d=1106240;do{c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[d+(b<<2)>>2]=0;b=b+1|0}d=d+12|0}while((d|0)!=1106408)}jw(1106240,33656)|0;jw(1106252,33684)|0;jw(1106264,33712)|0;jw(1106276,33744)|0;jw(1106288,33784)|0;jw(1106300,33820)|0;jw(1106312,33848)|0;jw(1106324,33884)|0;jw(1106336,33900)|0;jw(1106348,33916)|0;jw(1106360,33932)|0;jw(1106372,33948)|0;jw(1106384,33964)|0;jw(1106396,33980)|0;return}function eq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;a=a+8|0;a=db[c[c[a>>2]>>2]&127](a)|0;c[j>>2]=c[e>>2];c[i>>2]=c[j>>2];a=(yo(d,i,a,a+168|0,g,f,0)|0)-a|0;if((a|0)<168)c[b>>2]=((a|0)/12|0|0)%7|0;l=h;return}function fq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0;h=l;l=l+16|0;i=h+4|0;j=h;a=a+8|0;a=db[c[(c[a>>2]|0)+4>>2]&127](a)|0;c[j>>2]=c[e>>2];c[i>>2]=c[j>>2];a=(yo(d,i,a,a+288|0,g,f,0)|0)-a|0;if((a|0)<288)c[b>>2]=((a|0)/12|0|0)%12|0;l=h;return}function gq(a,b,d,e,f,g,h,i){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0;x=l;l=l+16|0;s=x+12|0;r=x+8|0;u=x+4|0;v=x;Ql(s,e);t=qn(s,1104756)|0;rn(s);c[f>>2]=0;j=0;a:while(1){q=(h|0)!=(i|0);k=j;while(1){j=c[b>>2]|0;if(!(q&(k|0)==0))break a;m=j;if(j){k=c[j+12>>2]|0;if((k|0)==(c[j+16>>2]|0))k=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else k=hl(c[k>>2]|0)|0;if(Rl(k,gl()|0)|0){c[b>>2]=0;j=0;o=1;p=0}else{o=0;p=m}}else{j=0;o=1;p=m}n=c[d>>2]|0;k=n;do if(n){m=c[n+12>>2]|0;if((m|0)==(c[n+16>>2]|0))m=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else m=hl(c[m>>2]|0)|0;if(!(Rl(m,gl()|0)|0))if(o)break;else{w=58;break a}else{c[d>>2]=0;k=0;w=16;break}}else w=16;while(0);if((w|0)==16){w=0;if(o){w=58;break a}else n=0}if((fb[c[(c[t>>2]|0)+52>>2]&31](t,c[h>>2]|0,0)|0)<<24>>24==37){w=19;break}if(fb[c[(c[t>>2]|0)+12>>2]&31](t,8192,c[h>>2]|0)|0){w=26;break}m=j+12|0;k=c[m>>2]|0;n=j+16|0;if((k|0)==(c[n>>2]|0))k=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else k=hl(c[k>>2]|0)|0;p=eb[c[(c[t>>2]|0)+28>>2]&63](t,k)|0;if((p|0)==(eb[c[(c[t>>2]|0)+28>>2]&63](t,c[h>>2]|0)|0)){w=54;break}c[f>>2]=4;k=4}b:do if((w|0)==19){w=0;o=h+4|0;if((o|0)==(i|0)){w=58;break a}m=fb[c[(c[t>>2]|0)+52>>2]&31](t,c[o>>2]|0,0)|0;switch(m<<24>>24){case 48:case 69:{h=h+8|0;if((h|0)==(i|0)){w=58;break a}n=m;j=fb[c[(c[t>>2]|0)+52>>2]&31](t,c[h>>2]|0,0)|0;h=o;break}default:{n=0;j=m}}q=c[(c[a>>2]|0)+36>>2]|0;c[u>>2]=p;c[v>>2]=k;c[r>>2]=c[u>>2];c[s>>2]=c[v>>2];c[b>>2]=mb[q&15](a,r,s,e,f,g,j,n)|0;h=h+8|0}else if((w|0)==26){while(1){w=0;h=h+4|0;if((h|0)==(i|0)){h=i;break}if(fb[c[(c[t>>2]|0)+12>>2]&31](t,8192,c[h>>2]|0)|0)w=26;else break}k=n;while(1){if(j){m=c[j+12>>2]|0;if((m|0)==(c[j+16>>2]|0))m=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else m=hl(c[m>>2]|0)|0;if(Rl(m,gl()|0)|0){c[b>>2]=0;o=1;j=0}else o=0}else{o=1;j=0}do if(n){m=c[n+12>>2]|0;if((m|0)==(c[n+16>>2]|0))m=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else m=hl(c[m>>2]|0)|0;if(!(Rl(m,gl()|0)|0))if(o^(k|0)==0){p=k;n=k;break}else break b;else{c[d>>2]=0;k=0;w=41;break}}else w=41;while(0);if((w|0)==41){w=0;if(o)break b;else{p=k;n=0}}m=j+12|0;k=c[m>>2]|0;o=j+16|0;if((k|0)==(c[o>>2]|0))k=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else k=hl(c[k>>2]|0)|0;if(!(fb[c[(c[t>>2]|0)+12>>2]&31](t,8192,k)|0))break b;k=c[m>>2]|0;if((k|0)==(c[o>>2]|0)){db[c[(c[j>>2]|0)+40>>2]&127](j)|0;k=p;continue}else{c[m>>2]=k+4;hl(c[k>>2]|0)|0;k=p;continue}}}else if((w|0)==54){w=0;h=h+4|0;k=c[m>>2]|0;if((k|0)==(c[n>>2]|0)){db[c[(c[j>>2]|0)+40>>2]&127](j)|0;break}else{c[m>>2]=k+4;hl(c[k>>2]|0)|0;break}}while(0);j=c[f>>2]|0}if((w|0)==58)c[f>>2]=4;if(j){h=c[j+12>>2]|0;if((h|0)==(c[j+16>>2]|0))h=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else h=hl(c[h>>2]|0)|0;if(Rl(h,gl()|0)|0){c[b>>2]=0;j=0;m=1}else m=0}else{j=0;m=1}h=c[d>>2]|0;do if(h){k=c[h+12>>2]|0;if((k|0)==(c[h+16>>2]|0))h=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else h=hl(c[k>>2]|0)|0;if(!(Rl(h,gl()|0)|0))if(m)break;else{w=73;break}else{c[d>>2]=0;w=71;break}}else w=71;while(0);if((w|0)==71?m:0)w=73;if((w|0)==73)c[f>>2]=c[f>>2]|2;l=x;return j|0}function hq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,2)|0;d=c[f>>2]|0;if((a+-1|0)>>>0<31&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function iq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<24&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function jq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,2)|0;d=c[f>>2]|0;if((a+-1|0)>>>0<12&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function kq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,3)|0;d=c[f>>2]|0;if((a|0)<366&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}
function gf(f,g,i,j,k){f=f|0;g=g|0;i=i|0;j=j|0;k=k|0;var m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0,$=0,aa=0,ba=0,ca=0,da=0,ea=0,fa=0,ga=0,ha=0,ia=0,ja=0,ka=0,la=0,ma=0,na=0,oa=0,pa=0,qa=0,ra=0,sa=0,ta=0,ua=0,va=0,wa=0,xa=0,ya=0,za=0,Aa=0,Ba=0,Ca=0,Da=0,Ea=0,Fa=0,Ga=0,Ha=0,Ia=0,Ja=0,Ka=0,La=0,Ma=0,Na=0,Oa=0,Pa=0,Qa=0,Ra=0,Sa=0;Sa=l;l=l+9632|0;Ea=Sa+9104|0;Ma=Sa+8976|0;Ka=Sa+8720|0;Fa=Sa;s=Sa+9620|0;Aa=Sa+8704|0;Ba=Sa+4532|0;Ca=Sa+432|0;Na=g+8|0;m=c[Na>>2]|0;Da=(m|0)==0;La=f+5352|0;if(!(Da|((i|0)>-1?1:(c[(c[La>>2]|0)+28>>2]|0)<3))?Ye(f,m)|0:0)if((j|0)<1){k=0;l=Sa;return k|0}else i=0;if((k|0)<1){k=xf(f,g,i,j,0)|0;l=Sa;return k|0}va=c[f+5348>>2]|0;Ia=(c[La>>2]|0)+56|0;Ia=(c[Ia>>2]|0)!=0|(c[Ia+4>>2]|0)!=0;wa=f+5340|0;xa=c[wa>>2]|0;ya=g+36|0;c[ya>>2]=0;if((va|0)==(c[c[275709]>>2]|0))yf(va);za=va+148|0;m=c[Na>>2]|0;if((c[za>>2]|0)<=(m|0))c[za>>2]=m+1;do if(!Da){if(qc(f)|0){m=rc(f,c[Na>>2]|0,0)|0;break}if(((a[1102848]&1)==0?!(Xe(f,c[Na>>2]|0)|0):0)?(n=c[Na>>2]|0,(n|0)<=127):0){m=n+-32e3|0;m=(m|0)<(i|0)?i:m;i=31999-n|0;i=(i|0)>(j|0)?j:i;if((m|0)<(i|0)){Ra=i;t=m;m=n;Oa=19;break}else break}if(Ia|(c[Na>>2]|0)<128)m=0;else m=oc(f)|0}else{Ra=j;t=i;Oa=19}while(0);a:do if((Oa|0)==19){ta=g+40|0;c[g+48>>2]=m+1;c[g+56>>2]=0;qa=g+12|0;c[qa>>2]=0;ra=g+4|0;c[ra>>2]=va+42684;c[g+104>>2]=0;c[g+100>>2]=0;Ga=g+-40|0;ua=g+-28|0;Ha=c[ua>>2]&63;c[g+112>>2]=0;sa=g+16|0;Ja=c[sa>>2]|0;r=(c[La>>2]|0)+48|0;Qa=Ja<<16;Pa=c[r>>2]^Qa;Qa=c[r+4>>2]^((Qa|0)<0)<<31>>31;r=bh(1102880,Pa,Qa,s)|0;m=(a[s>>0]|0)==0;do if(!m?(o=b[r+4>>1]|0,p=o<<16>>16,q=c[Na>>2]|0,o<<16>>16!=32002):0)if(o<<16>>16>31743){p=p-q|0;break}else{p=(o<<16>>16<-31743?q:0)+p|0;break}else p=32002;while(0);if(!Da)if(m)n=0;else n=e[r+2>>1]|0;else n=c[c[(c[va+5544>>2]|0)+(c[va+140>>2]<<5)+20>>2]>>2]|0;b:do if(!Ia){if(!m){pa=b[r+6>>1]|0;m=pa<<16>>16;i=g+28|0;c[i>>2]=m;if(pa<<16>>16==32002){m=oc(f)|0;c[i>>2]=m}if((p|0)!=32002)m=(d[r+8>>0]&((p|0)>(m|0)?2:1)|0)==0?m:p}else{if((c[ua>>2]|0)==65)m=(c[26844+(c[f+5360>>2]<<2)>>2]<<1)-(c[g+-12>>2]|0)|0;else m=oc(f)|0;c[g+28>>2]=m;Zg(r,Pa,Qa,32002,0,-6,0,m)}i=f+5360|0;j=c[i>>2]|0;do if((j|0)==1)if(Ad(f)|0){i=c[g+-52>>2]|0;oa=n;m=p;i=(i|0)==32002?1:(c[g+28>>2]|0)>=(i|0);break b}else{j=c[i>>2]|0;break}while(0);if((j|0)==6?(pa=f+304|0,oa=c[pa+4>>2]|0,oa>>>0>65535|(oa|0)==65535&(c[pa>>2]|0)>>>0>4294967295):0){i=c[g+-52>>2]|0;oa=n;m=p;i=(i|0)==32002?1:(c[g+28>>2]|0)>=(i|0);break}o=c[g+-52>>2]|0;o=(o|0)==32002?1:(c[g+28>>2]|0)>=(o|0);if((k|0)<7&(Da^1)?((m|0)<1e4?(m-(O((c[26876+(j<<2)>>2]|0)-(o?50:0)|0,k)|0)|0)>=(Ra|0):0):0)break a;if(!((n|0)!=0|(((j|0)==3?6:8)|0)>(k|0))){gf(f,g,t,Ra,k+-7|0)|0;n=bh(1102880,Pa,Qa,s)|0;if(!(a[s>>0]|0)){r=n;oa=0;m=32002;i=o}else{m=b[n+4>>1]|0;i=m<<16>>16;j=c[Na>>2]|0;do if(m<<16>>16!=32002)if(m<<16>>16>31743){m=i-j|0;break}else{m=(m<<16>>16<-31743?j:0)+i|0;break}else m=32002;while(0);r=n;oa=e[n+2>>1]|0;i=o}}else{oa=n;m=p;i=o}}else{c[g+28>>2]=32002;oa=n;m=p;i=0}while(0);c[Aa>>2]=c[g+-36>>2];ma=Aa+4|0;c[ma>>2]=c[g+-76>>2];c[Aa+8>>2]=0;na=Aa+12|0;c[na>>2]=c[g+-156>>2];pa=f+(Ha<<2)|0;fe(Ba,f,oa,k,va+9660|0,va+26300|0,Aa,c[va+5564+(c[pa>>2]<<8)+(Ha<<2)>>2]|0,g+20|0);if(!(a[s>>0]|0))j=0;else j=(a[r+8>>0]&3)==3;q=ie(Ba,0)|0;c:do if(q){ha=va+5544|0;ia=va+140|0;ja=va+144|0;ka=f+5360|0;la=(k|0)<16;X=i&1;Y=(k|0)>7;Z=r+8|0;_=r+9|0;$=k+-3|0;V=m-(k<<1)|0;V=(V|0)>-32e3?V:-32e3;aa=V+-1|0;ba=k>>>1;ca=Ca;da=k+-1|0;ea=(k|0)>2;W=(k|0)<63?k:63;fa=g+-8|0;ga=g+-4|0;M=j<<31>>31;N=g+32|0;P=0-Ra|0;Q=va+5548|0;R=va+2139840|0;S=O(k,-240)|0;T=f+256|0;U=g+28|0;L=Da|(Ja|0)!=0|(m|0)==32002;n=-32001;i=0;E=-32001;p=0;o=0;j=0;F=0;K=0;m=t;J=q;d:while(1){e:do if((J|0)==(Ja|0)){u=E;q=F;s=K}else{if(Da){q=c[ha>>2]|0;s=c[ia>>2]|0;I=c[ja>>2]|0;u=q+(I<<5)|0;if((s|0)==(I|0)){u=E;q=F;s=K;break}t=0;q=q+(s<<5)|0;do{t=((c[c[q+20>>2]>>2]|0)==(J|0)&1)+t|0;q=q+32|0}while((q|0)!=(u|0));if(!t){u=E;q=F;s=K;break}}I=j+1|0;c[ya>>2]=I;c[ta>>2]=0;t=c[ka>>2]|0;u=J&49152;D=(u|0)==32768;f:do if((t|0)==6){if(D)s=(J&12288|0)==4096?64:J>>>6&63;else s=J>>>6&63;q=J&63;if((c[f+(s<<2)>>2]&7|0)==6?q>>>3>>>0>s>>>3>>>0:0){H=1;break}H=(c[f+(q<<2)>>2]|0)!=0}else{g:do if(D){q=J&12288;if((q|0)==4096){H=0;break f}q=q&16383;if(q<<16>>16<8192)switch(q<<16>>16){case 4096:{H=1;break f}default:break g}else switch(q<<16>>16){case 8192:{H=1;break f}default:break g}}else{if(u|0)break;H=(c[f+((J&63)<<2)>>2]|0)!=0;break f}while(0);H=(u|0)!=49152}while(0);w=(J&61440|0)==36864;A=J>>>6;if(w)C=A&15;else C=c[f+((A&63)<<2)>>2]|0;q=c[wa>>2]|0;B=(u|0)==0;do if(B){s=c[La>>2]|0;G=s+336+((q^1)<<3)|0;y=f+320+(q<<3)|0;if((c[y>>2]&c[G>>2]|0?1:(c[y+4>>2]&c[G+4>>2]|0)!=0)|(t|0)==2){Oa=87;break}if(w)q=A&15;else q=c[f+((A&63)<<2)>>2]|0;s=s+368+((q&7)<<3)|0;G=45760+((J&63)<<3)|0;q=c[G>>2]&c[s>>2];s=c[G+4>>2]&c[s+4>>2]}else Oa=87;while(0);if((Oa|0)==87){Oa=0;q=(Me(f,J)|0)&1;s=0}x=(q|0)!=0|(s|0)!=0;if(la)y=(I|0)>=(c[1036264+(c[ka>>2]<<7)+(X<<6)+(k<<2)>>2]|0);else y=0;v=(J|0)==(oa|0);do if(L|Y&v^1)Oa=95;else{if(!(a[Z>>0]&2)){Oa=95;break}if((a[_>>0]|0)<($|0)){Oa=95;break}if(!(Le(f,J)|0)){Oa=95;break}c[sa>>2]=J;u=zf(f,g,aa,V,ba,0)|0;c[sa>>2]=0;s=(u|0)<(V|0)}while(0);h:do if((Oa|0)==95){Oa=0;if(!(y|x^1)?We(f,J,0)|0:0){s=1;u=E;break}if(y|(c[ka>>2]|0)!=1){s=0;u=E;break}i:do if((u|0)==49152?1:(c[f+((J&63)<<2)>>2]|0)==0){if(!D){s=0;u=E;break h}q=J&12288;if(q<<16>>16<8192)switch(q<<16>>16){case 4096:{s=0;u=E;break h}default:break i}else switch(q<<16>>16){case 8192:{s=0;u=E;break h}default:break i}}while(0);s=((zd(f,Ca)|0)-ca|0)==8;u=E}while(0);E=da+(s&1)|0;do if(!Da){q=c[ka>>2]|0;if((q|0)==4){if((n|0)>-31744)Oa=106}else if((n|0)>-31744?(c[(c[La>>2]|0)+16+(xa<<2)>>2]|0)!=0:0)Oa=106;j:do if((Oa|0)==106){Oa=0;k:do if(!(H|x)){if((q|0)==1){t=T;t=Ke(f,J&63,c[t>>2]|0,c[t+4>>2]|0)|0;G=f+320+((c[wa>>2]^1)<<3)|0;if(!((c[G>>2]&t|0)==0?(c[G+4>>2]&z|0)==0:0))break;t=c[ka>>2]|0}else t=q;do if((t|0)!=4){if(w)q=A&15;else q=c[f+((A&63)<<2)>>2]|0;if((q&7|0)!=1)break;if(D)q=(J&12288|0)==4096?64:A&63;else q=A&63;if((q>>3^(c[wa>>2]|0)*7|0)<=3)break;G=c[La>>2]|0;if(((c[G+20>>2]|0)+(c[G+16>>2]|0)|0)<=4999)break k}while(0);if(y){j=I;q=F;s=1;break e}q=E-(c[1037288+(X<<14)+(W<<8)+(((I|0)<63?I:63)<<2)>>2]|0)|0;q=(q|0)>0?q:0;do if((q|0)<3){s=J&63;if((b[(c[Aa>>2]|0)+(C<<7)+(s<<1)>>1]|0)>=0)break;if((b[(c[ma>>2]|0)+(C<<7)+(s<<1)>>1]|0)<0){j=I;q=F;s=K;break e}}while(0);if(!(Ia|((q|0)>6|(t|0)==6))?((c[26908+(t<<3)>>2]|0)+(c[U>>2]|0)+(O(c[26908+(t<<3)+4>>2]|0,q)|0)|0)<=(m|0):0){j=I;q=F;s=K;break e}if((t|0)==1)break j;if(We(f,J,O(O(q,-29)|0,q)|0)|0)break j;else{j=I;q=F;s=K;break e}}while(0);if(s)break;if(!(We(f,J,S)|0)){j=I;q=F;s=K;break e}}while(0);if(Le(f,J)|0)break;c[ya>>2]=j;q=F;s=K;break e}while(0);G=F|v&H;c[qa>>2]=J;s=J&63;c[ra>>2]=va+42684+(C<<17)+(s<<11);Oe(f,J,Fa,x);x=(j|0)>0;F=H^1;do if(ea&x&(y|F)){j=c[1037288+(X<<14)+(W<<8)+(((I|0)<63?I:63)<<2)>>2]|0;do if((c[ka>>2]|0)==1){if(!(Ad(f)|0)){Oa=138;break}j=j-((j|0)!=0&1)|0}else Oa=138;while(0);do if((Oa|0)==138){if(H){j=(c[fa>>2]>>31)+j|0;break}j=(G&1)+M+j+(((c[ga>>2]|0)>15)<<31>>31)|0;if(D)q=(J&12288|0)==4096?s|4096:J&4095;else{if(B){Oa=We(f,s<<6|A&63,0)|0;j=Oa?j:j+-2|0}q=J&4095}q=(b[(c[Aa>>2]|0)+(C<<7)+(s<<1)>>1]|0)+(b[va+9660+(xa*8320|0)+(q<<1)>>1]|0)+(b[(c[ma>>2]|0)+(C<<7)+(s<<1)>>1]|0)+(b[(c[na>>2]|0)+(C<<7)+(s<<1)>>1]|0)|0;t=q+-4e3|0;c[N>>2]=t;s=c[fa>>2]|0;do if((s|0)<0&(t|0)>-1)j=j+-1|0;else{if((s|0)<=-1)break;j=((q|0)<4e3&1)+j|0}while(0);j=j-((t|0)/2e4|0)|0}while(0);Oa=E-((j|0)>0?j:0)|0;Oa=(Oa|0)>1?Oa:1;s=~m;q=0-m|0;j=0-(zf(f,ta,s,q,Oa,1)|0)|0;if((m|0)<(j|0)&(Oa|0)!=(E|0)){j=s;Oa=153}else Oa=155}else if(!x)if(!j){j=1;Oa=156;break}else{j=u;Oa=155;break}else{q=0-m|0;j=~m;Oa=153;break}while(0);if((Oa|0)==153){j=0-(zf(f,ta,j,q,E,1)|0)|0;Oa=155}if((Oa|0)==155){Oa=0;if((j|0)>(m|0)&(Da|(j|0)<(Ra|0))){j=0;Oa=156}else{u=j;j=0}}if((Oa|0)==156){Oa=0;c[ta>>2]=Ea;c[Ea>>2]=0;u=0-(gf(f,ta,P,0-m|0,E)|0)|0}Qe(f,J);if(a[1102848]&1){m=0;break c}do if(Da){q=c[ha>>2]|0;s=c[Q>>2]|0;l:do if((q|0)!=(s|0))while(1){if((c[c[q+20>>2]>>2]|0)==(J|0))break l;q=q+32|0;if((q|0)==(s|0)){q=s;break}}while(0);if(!(j|(u|0)>(m|0))){c[q>>2]=-32001;break}c[q>>2]=u;c[q+8>>2]=c[za>>2];v=q+20|0;w=q+24|0;E=c[w>>2]|0;j=c[v>>2]|0;s=E;m:do switch(E-j>>2|0){case 0:{Af(v,1);break}case 1:break;default:{j=j+4|0;if((s|0)==(j|0))break m;c[w>>2]=s+(~((s+-4-j|0)>>>2)<<2)}}while(0);j=c[ta>>2]|0;s=c[j>>2]|0;if(s|0){t=q+28|0;do{q=c[w>>2]|0;if((q|0)==(c[t>>2]|0))of(v,j);else{c[q>>2]=s;c[w>>2]=q+4}j=j+4|0;s=c[j>>2]|0}while((s|0)!=0)}if(!x)break;if((va|0)!=(c[c[275709]>>2]|0))break;h[R>>3]=+h[R>>3]+1.0}while(0);do if((u|0)>(n|0)){if((u|0)<=(m|0)){n=u;break}if(!Da){i=c[g>>2]|0;j=c[ta>>2]|0;c[i>>2]=J;i=i+4|0;do if(j){n=c[j>>2]|0;if(!n)break;do{j=j+4|0;c[i>>2]=n;i=i+4|0;n=c[j>>2]|0}while((n|0)!=0)}while(0);c[i>>2]=0}if((u|0)<(Ra|0)){n=u;i=J;m=u}else{Oa=185;break d}}while(0);if((J|0)==(i|0)){i=J;j=I;q=G;s=K;break}if((o|0)<32&H){c[Ma+(o<<2)>>2]=J;o=o+1|0;j=I;q=G;s=K;break}if(!((p|0)<64&F)){j=I;q=G;s=K;break}c[Ka+(p<<2)>>2]=J;p=p+1|0;j=I;q=G;s=K}while(0);t=ie(Ba,s)|0;if(!t)break;else{E=u;F=q;K=s;J=t}}if((Oa|0)==185){c[N>>2]=0;j=I;n=u;i=J}if(j){if(!i)if(!(c[(c[La>>2]|0)+64>>2]|0)){m=c[ua>>2]|0;if((m&49152|0)==32768)j=(m&12288|0)==4096?64:m>>>6&63;else j=m>>>6&63;if((j|0)!=(m&63|0)){f=(O((k<<5)+64|0,k)|0)+-64|0;Df(Ga,c[pa>>2]|0,Ha,(k|0)>17?0:f)}else i=0}else i=0;else{m=i&49152;j=(m|0)==32768;n:do if((c[f+5360>>2]|0)==6){if(j)j=(i&12288|0)==4096?64:i>>>6&63;else j=i>>>6&63;m=i&63;if((c[f+(j<<2)>>2]&7|0)==6?m>>>3>>>0>j>>>3>>>0:0)break;if(!(c[f+(m<<2)>>2]|0))Oa=209}else{if(j)if((i&12288|0)==4096){Oa=209;break}else break;m=m&65535;if(m<<16>>16<0)switch(m<<16>>16){case -16384:{Oa=209;break n}default:break n}switch(m<<16>>16){case 0:break;default:break n}if(!(c[f+((i&63)<<2)>>2]|0))Oa=209}while(0);if((Oa|0)==209){Fa=((n|0)>(Ra+171|0)&1)+k|0;Ia=(O((Fa<<5)+64|0,Fa)|0)+-64|0;Bf(f,g,i,Ka,p,(Fa|0)>17?0:Ia)}m=k+1|0;m=(O((m<<5)+64|0,m)|0)+-64|0;m=(k|0)>16?0:m;Cf(f,i,Ma,o,m);if((c[g+-4>>2]|0)==1?(c[(c[La>>2]|0)+64>>2]|0)==0:0)Df(Ga,c[pa>>2]|0,Ha,0-m|0)}m=(n|0)<32001?n:32001;if(!Ja){j=c[Na>>2]|0;Oa=222}}else Oa=192}else{m=t;i=0;Oa=192}while(0);do if((Oa|0)==192){if(Ja|0){m=(m|0)<32001?m:32001;break}j=c[Na>>2]|0;if(!Ia)if((c[f+5360>>2]|0)==1)m=32e3-j|0;else{m=0;Oa=224;break}else m=j+-32e3|0;if((m|0)>32001){m=32001;Oa=223}else Oa=222}while(0);if((Oa|0)==222)if((m|0)>31743)Oa=223;else Oa=224;if((Oa|0)==223){n=m;m=m+j|0;Oa=225}else if((Oa|0)==224){n=m;m=m-((m|0)<-31743?j:0)|0;Oa=225}if((Oa|0)==225){Zg(r,Pa,Qa,m,(n|0)<(Ra|0)?(i|0?3:1):2,k,i,c[g+28>>2]|0);m=n}}while(0);k=m;l=Sa;return k|0}function hf(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0;A=l;l=l+96|0;z=A;m=A+80|0;k=A+76|0;h=A+72|0;i=A+68|0;x=A+64|0;y=A+60|0;n=A+56|0;o=A+52|0;p=A+48|0;q=A+44|0;r=A+40|0;s=A+36|0;t=A+32|0;u=A+28|0;v=A+24|0;w=A+20|0;switch(e|0){case 2:{h=c[b>>2]|0;i=h+-32|0;c[b>>2]=i;f=c[a>>2]|0;y=c[f>>2]|0;e=c[i>>2]|0;b=(y|0)==(e|0);if(((b?c[f+4>>2]|0:y)|0)>=((b?c[h+-28>>2]|0:e)|0)){l=A;return};c[z>>2]=c[f>>2];c[z+4>>2]=c[f+4>>2];c[z+8>>2]=c[f+8>>2];c[z+12>>2]=c[f+12>>2];c[z+16>>2]=c[f+16>>2];y=f+20|0;d=c[y>>2]|0;e=f+24|0;x=c[e>>2]|0;w=f+28|0;b=c[w>>2]|0;c[w>>2]=0;c[e>>2]=0;c[y>>2]=0;c[f>>2]=c[i>>2];c[f+4>>2]=c[i+4>>2];c[f+8>>2]=c[i+8>>2];c[f+12>>2]=c[i+12>>2];c[f+16>>2]=c[i+16>>2];g=h+-12|0;c[y>>2]=c[g>>2];y=h+-8|0;c[e>>2]=c[y>>2];e=h+-4|0;c[w>>2]=c[e>>2];c[i>>2]=c[z>>2];c[i+4>>2]=c[z+4>>2];c[i+8>>2]=c[z+8>>2];c[i+12>>2]=c[z+12>>2];c[i+16>>2]=c[z+16>>2];c[g>>2]=d;c[y>>2]=x;c[e>>2]=b;l=A;return}case 1:case 0:{l=A;return}default:{if((e|0)<1){c[h>>2]=c[a>>2];c[i>>2]=c[b>>2];c[m>>2]=c[h>>2];c[z>>2]=c[i>>2];pf(m,z,d);l=A;return}j=e>>>1;h=c[a>>2]|0;i=h+(j<<5)|0;if((e|0)>(g|0)){c[q>>2]=h;c[r>>2]=i;c[m>>2]=c[q>>2];c[z>>2]=c[r>>2];hf(m,z,d,j,f,g);c[s>>2]=i;b=c[b>>2]|0;c[t>>2]=b;e=e-j|0;c[m>>2]=c[s>>2];c[z>>2]=c[t>>2];hf(m,z,d,e,f,g);c[u>>2]=h;c[v>>2]=i;c[w>>2]=b;c[k>>2]=c[u>>2];c[m>>2]=c[v>>2];c[z>>2]=c[w>>2];sf(k,m,z,d,j,e,f,g);l=A;return}c[x>>2]=h;c[y>>2]=i;c[m>>2]=c[x>>2];c[z>>2]=c[y>>2];qf(m,z,d,j,f);c[n>>2]=i;c[o>>2]=c[b>>2];b=f+(j<<5)|0;c[m>>2]=c[n>>2];c[z>>2]=c[o>>2];qf(m,z,d,e-j|0,b);c[p>>2]=h;c[z>>2]=c[p>>2];rf(f,b,b,f+(e<<5)|0,z,d);if(!f){l=A;return}else h=0;while(1){i=c[f+20>>2]|0;if(i|0){j=f+24|0;k=c[j>>2]|0;if((k|0)!=(i|0))c[j>>2]=k+(~((k+-4-i|0)>>>2)<<2);Hv(i)}h=h+1|0;if((h|0)==(e|0))break;else f=f+32|0}l=A;return}}}function jf(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0;O=l;l=l+192|0;J=O+164|0;m=O+160|0;n=O+176|0;N=O+16|0;o=O;M=N+8|0;c[M>>2]=10672;K=N+12|0;c[N>>2]=2188;L=N+64|0;c[L>>2]=2208;c[N+4>>2]=0;Ol(N+64|0,K);c[N+136>>2]=0;c[N+140>>2]=-1;c[N>>2]=10652;c[N+64>>2]=10692;c[M>>2]=10672;Tl(K);c[K>>2]=10708;M=N+44|0;c[M>>2]=0;c[M+4>>2]=0;c[M+8>>2]=0;c[M+12>>2]=0;c[N+60>>2]=24;c[J>>2]=0;c[J+4>>2]=0;c[J+8>>2]=0;sc(K,J);if((a[J+11>>0]|0)<0)Hv(c[J>>2]|0);I=913968;if(!((c[I>>2]|0)==0&(c[I+4>>2]|0)==0)){h=c[275709]|0;k=c[275710]|0;if((h|0)==(k|0)){j=0;i=0}else{j=0;i=0;do{I=pa((c[h>>2]|0)+160|0,0)|0;j=ax(I|0,z|0,j|0,i|0)|0;i=z;h=h+4|0}while((h|0)!=(k|0))}}else{i=tk()|0;i=ex(i|0,z|0,1e3,0)|0;j=914072;j=bx(i|0,z|0,c[j>>2]|0,c[j+4>>2]|0)|0;i=z}F=ax(j|0,i|0,1,0)|0;G=z;q=c[d+5348>>2]|0;H=q+5544|0;I=c[q+140>>2]|0;c[o+8>>2]=0;D=o+11|0;a[D>>0]=7;a[o>>0]=a[39504]|0;a[o+1>>0]=a[39505]|0;a[o+2>>0]=a[39506]|0;a[o+3>>0]=a[39507]|0;a[o+4>>0]=a[39508]|0;a[o+5>>0]=a[39509]|0;a[o+6>>0]=a[39510]|0;a[o+7>>0]=0;c[m>>2]=o;Jc(J,1103028,o,1172182,m,n);E=~~+xh((c[J>>2]|0)+28|0)>>>0;q=q+5548|0;C=(c[q>>2]|0)-(c[H>>2]|0)>>5;E=C>>>0<E>>>0?C:E;if((a[D>>0]|0)<0)Hv(c[o>>2]|0);h=c[275709]|0;k=c[275710]|0;if((h|0)!=(k|0)){o=0;p=0;do{D=pa((c[h>>2]|0)+160|0,0)|0;o=ax(D|0,z|0,o|0,p|0)|0;p=z;h=h+4|0}while((h|0)!=(k|0));h=c[275709]|0;n=c[275710]|0;if((h|0)==(n|0)){m=0;n=0}else{m=0;k=0;do{D=pa((c[h>>2]|0)+168|0,0)|0;m=ax(D|0,z|0,m|0,k|0)|0;k=z;h=h+4|0}while((h|0)!=(n|0));n=k}}else{m=0;n=0;o=0;p=0}if(!0){h=0;k=0}else{h=(c[q>>2]|0)-(c[H>>2]|0)>>5;k=0}v=ax(h|0,k|0,m|0,n|0)|0;w=z;if(!E)h=N+8|0;else{u=(e|0)!=1;x=N+24|0;y=N+28|0;h=N+8|0;A=J+11|0;B=J+4|0;C=gx(o|0,p|0,1e3,0)|0;D=z;t=(i|0)>0|(i|0)==0&j>>>0>999;d=d+5356|0;r=J+11|0;s=J+4|0;i=0;do{if(i>>>0>I>>>0)n=0;else n=(c[(c[H>>2]|0)+(i<<5)>>2]|0)!=-32001;if(u|n){j=c[H>>2]|0;k=n?c[j+(i<<5)>>2]|0:c[j+(i<<5)+4>>2]|0;if(0==0?1:(((k|0)>-1?k:0-k|0)|0)>31871)q=1;else{k=c[j+(i<<5)+16>>2]|0;q=0}j=c[x>>2]|0;m=c[y>>2]|0;if(j>>>0<m>>>0)j=m-j|0;else j=db[c[(c[K>>2]|0)+28>>2]&127](K)|0;if(j|0)mc(h,38979,1)|0;P=mc(bm(mc(mc(h,37167,4)|0,37172,7)|0,((n^1)<<31>>31)+e|0)|0,37180,10)|0;m=i+1|0;P=mc(cm(mc(bm(P,c[(c[H>>2]|0)+(i<<5)+8>>2]|0)|0,37191,9)|0,m)|0,37201,7)|0;sh(J,k);n=a[A>>0]|0;j=n<<24>>24<0;mc(P,j?c[J>>2]|0:J,j?c[B>>2]|0:n&255)|0;if((a[A>>0]|0)<0)Hv(c[J>>2]|0);j=(k|0)<(g|0)?((k|0)<=(f|0)?37209:1174259):37221;if((i|0)==(I|0)&q)mc(h,j,bj(j)|0)|0;q=mc(em(mc(h,37233,7)|0,o,p)|0,37241,5)|0;P=hx(C|0,D|0,F|0,G|0)|0;em(q,P,z)|0;if(t){P=mc(h,37247,10)|0;bm(P,ch(1102880)|0)|0}mc(dm(mc(em(mc(h,37258,8)|0,v,w)|0,37267,6)|0,F,G)|0,37274,3)|0;k=c[H>>2]|0;j=c[k+(i<<5)+20>>2]|0;k=c[k+(i<<5)+24>>2]|0;if((j|0)==(k|0))i=m;else{i=j;do{P=c[i>>2]|0;n=mc(h,39004,1)|0;nh(J,P,(a[d>>0]|0)!=0);P=a[r>>0]|0;q=P<<24>>24<0;mc(n,q?c[J>>2]|0:J,q?c[s>>2]|0:P&255)|0;if((a[r>>0]|0)<0)Hv(c[J>>2]|0);i=i+4|0}while((i|0)!=(k|0));i=m}}else i=i+1|0}while(i>>>0<E>>>0)}tc(b,K);c[N>>2]=10652;c[L>>2]=10692;c[h>>2]=10672;c[K>>2]=10708;if((a[M+11>>0]|0)>=0){Ck(K);Kl(N,10768);xk(L);l=O;return}Hv(c[M>>2]|0);Ck(K);Kl(N,10768);xk(L);l=O;return}function kf(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0;d=c[c[275709]>>2]|0;if((a[914040]|0)==0?Yw(914040)|0:0){l=tk()|0;l=ex(l|0,z|0,1e3,0)|0;m=920136;c[m>>2]=l;c[m+4>>2]=z}k=c[d+5544>>2]|0;l=c[k>>2]|0;j=l-(c[k+(b+-1<<5)>>2]|0)|0;j=(j|0)<171?j:171;m=125-(((c[228508]|0)*9|0)/4|0)|0;if(!b){b=c[228509]|0;return b|0}e=920136;i=0;d=-32001;g=l;f=c[e>>2]|0;e=c[e+4>>2]|0;while(1){n=O(l-g|0,m)|0;h=jx(f|0,e|0,12)|0;h=h^f;e=z^e;f=kx(h|0,e|0,25)|0;h=f^h;e=z^e;f=jx(h|0,e|0,27)|0;h=f^h;e=z^e;f=gx(h|0,e|0,1332534557,625341585)|0;f=(((O((f>>>0)%(m>>>0)|0,j)|0)+n|0)>>>7)+g|0;if((f|0)>=(d|0)){c[228509]=c[c[k+(i<<5)+20>>2]>>2];d=f}f=i+1|0;if((f|0)==(b|0))break;i=f;g=c[k+(f<<5)>>2]|0;f=h}n=920136;c[n>>2]=h;c[n+4>>2]=e;n=c[228509]|0;return n|0}function lf(a){a=a|0;mf(a);return}function mf(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0;B=l;l=l+64|0;A=B+36|0;y=B+24|0;j=B+48|0;m=B+12|0;k=B;a[1102850]=1;a[1102848]=1;d=c[275709]|0;f=c[275710]|0;if((d|0)!=(f|0))do{e=c[d>>2]|0;if((e|0)!=(b|0))Og(e);d=d+4|0}while((d|0)!=(f|0));v=913968;if(!((c[v>>2]|0)==0&(c[v+4>>2]|0)==0)){i=913952+(c[257707]<<3)|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[275709]|0;g=c[275710]|0;if((d|0)==(g|0)){e=0;d=0}else{e=0;f=0;do{v=pa((c[d>>2]|0)+160|0,0)|0;e=ax(v|0,z|0,e|0,f|0)|0;f=z;d=d+4|0}while((d|0)!=(g|0));d=f}v=bx(h|0,i|0,e|0,d|0)|0;u=914064;u=ax(v|0,z|0,c[u>>2]|0,c[u+4>>2]|0)|0;v=914064;c[v>>2]=u;c[v+4>>2]=z}c[m+8>>2]=0;h=m+11|0;a[h>>0]=7;a[m>>0]=a[39504]|0;a[m+1>>0]=a[39505]|0;a[m+2>>0]=a[39506]|0;a[m+3>>0]=a[39507]|0;a[m+4>>0]=a[39508]|0;a[m+5>>0]=a[39509]|0;a[m+6>>0]=a[39510]|0;a[m+7>>0]=0;c[y>>2]=m;Jc(A,1103028,m,1172182,y,j);v=+xh((c[A>>2]|0)+28|0)!=1.0;if(v|(c[228499]|0)!=0)d=0;else{d=Ev(16)|0;c[k>>2]=d;c[k+8>>2]=-2147483632;c[k+4>>2]=11;e=d;f=39512;g=e+11|0;do{a[e>>0]=a[f>>0]|0;e=e+1|0;f=f+1|0}while((e|0)<(g|0));a[d+11>>0]=0;c[y>>2]=k;Jc(A,1103028,k,1172182,y,j);if((~~+xh((c[A>>2]|0)+28|0)|0)<20)d=0;else d=(c[c[(c[b+5544>>2]|0)+20>>2]>>2]|0)!=0;if((a[k+11>>0]|0)<0)Hv(c[k>>2]|0)}if((a[h>>0]|0)<0)Hv(c[m>>2]|0);if(d){k=c[275709]|0;v=c[275710]|0;j=(k|0)==(v|0);if(j){t=b;d=0}else{d=0;e=b;i=k;do{f=c[i>>2]|0;h=c[f+5544>>2]|0;g=c[h>>2]|0;if((g|0)>(c[c[e+5544>>2]>>2]|0))e=((g|0)>31743?1:(c[f+5560>>2]|0)>=(c[e+5560>>2]|0))?f:e;u=(c[h+24>>2]|0)-(c[h+20>>2]|0)>>2;d=u>>>0<d>>>0?d:u;i=i+4|0}while((i|0)!=(v|0));t=e}u=c[t+5544>>2]|0;q=c[u+24>>2]|0;r=c[u+20>>2]|0;s=q-r|0;o=d>>>0<6?d:6;p=r;if(s>>2>>>0<o>>>0?(w=c[26844+(c[b+5536>>2]<<2)>>2]|0,!j):0){m=t+5560|0;n=(p|0)==(q|0);e=t;do{i=c[k>>2]|0;j=c[i+5544>>2]|0;d=c[j+20>>2]|0;h=(c[j+24>>2]|0)-d|0;do if(h>>>0>s>>>0){a:do if(n)d=r;else{g=p;f=d;d=r;while(1){if((c[g>>2]|0)!=(c[f>>2]|0))break a;g=g+4|0;d=g;if((g|0)==(q|0))break;else f=f+4|0}}while(0);if((d|0)==(q|0)){f=c[e+5544>>2]|0;g=(c[f+24>>2]|0)-(c[f+20>>2]|0)>>2;d=h>>2;if(g>>>0<o>>>0){if(d>>>0<g>>>0)break;j=(c[u>>2]|0)-(c[j>>2]|0)|0;if((((j|0)>-1?j:0-j|0)|0)>=(w|0))break;e=((c[m>>2]|0)-(c[i+5560>>2]|0)|0)<2?i:e;break}if(d>>>0>=o>>>0?(x=c[j>>2]|0,j=(c[u>>2]|0)-x|0,(((j|0)>-1?j:0-j|0)|0)<(w|0)):0){if((x|0)<(c[f>>2]|0)?(c[i+5560>>2]|0)<(c[e+5560>>2]|0):0)break;e=i}}}while(0);k=k+4|0}while((k|0)!=(v|0))}else e=t;d=t+5544|0;c[b+2139856>>2]=c[u>>2];if((e|0)!=(b|0)){u=Zc(1103852,0)|0;jf(y,e+176|0,c[e+5560>>2]|0,-32001,32001);x=y+11|0;w=a[x>>0]|0;v=w<<24>>24<0;w=mc(u,v?c[y>>2]|0:y,v?c[y+4>>2]|0:w&255)|0;Ql(A,w+(c[(c[w>>2]|0)+-12>>2]|0)|0);v=qn(A,1104724)|0;v=eb[c[(c[v>>2]|0)+28>>2]&63](v,10)|0;rn(A);gm(w,v)|0;Wl(w)|0;Zc(w,1)|0;if((a[x>>0]|0)<0)Hv(c[y>>2]|0)}}else{c[b+2139856>>2]=c[c[b+5544>>2]>>2];d=b+5544|0}v=mc(Zc(1103852,0)|0,37148,9)|0;e=b+5532|0;nh(A,c[c[(c[d>>2]|0)+20>>2]>>2]|0,(a[e>>0]|0)!=0);y=A+11|0;x=a[y>>0]|0;w=x<<24>>24<0;mc(v,w?c[A>>2]|0:A,w?c[A+4>>2]|0:x&255)|0;if((a[y>>0]|0)<0)Hv(c[A>>2]|0);f=c[d>>2]|0;if((c[f+24>>2]|0)-(c[f+20>>2]|0)>>2>>>0<=1?!(nf(f,b+176|0)|0):0){b=c[275963]|0;b=b+-12|0;b=c[b>>2]|0;b=1103852+b|0;Ql(A,b);b=qn(A,1104724)|0;y=c[b>>2]|0;y=y+28|0;y=c[y>>2]|0;b=eb[y&63](b,10)|0;rn(A);gm(1103852,b)|0;Wl(1103852)|0;Zc(1103852,1)|0;l=B;return}w=mc(1103852,37158,8)|0;nh(A,c[(c[(c[d>>2]|0)+20>>2]|0)+4>>2]|0,(a[e>>0]|0)!=0);b=A+11|0;y=a[b>>0]|0;x=y<<24>>24<0;mc(w,x?c[A>>2]|0:A,x?c[A+4>>2]|0:y&255)|0;if((a[b>>0]|0)<0)Hv(c[A>>2]|0);b=c[275963]|0;b=b+-12|0;b=c[b>>2]|0;b=1103852+b|0;Ql(A,b);b=qn(A,1104724)|0;y=c[b>>2]|0;y=y+28|0;y=c[y>>2]|0;b=eb[y&63](b,10)|0;rn(A);gm(1103852,b)|0;Wl(1103852)|0;Zc(1103852,1)|0;l=B;return}function nf(b,d){b=b|0;d=d|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;n=l;l=l+4544|0;h=n+4536|0;k=n+4532|0;f=n+432|0;m=b+20|0;g=c[c[m>>2]>>2]|0;if(!g){m=0;l=n;return m|0}Oe(d,g,n,Me(d,g)|0);g=(c[d+5352>>2]|0)+48|0;g=bh(1102880,c[g>>2]|0,c[g+4>>2]|0,h)|0;if(a[h>>0]|0){h=e[g+2>>1]|0;c[k>>2]=h;g=de(d,f)|0;c[f+4096>>2]=g;a:do if((f|0)==(g|0)){i=f;j=7}else do{if((c[f>>2]|0)==(h|0)){i=f;j=7;break a}f=f+8|0}while((f|0)!=(g|0));while(0);do if((j|0)==7?(i|0)!=(g|0):0){f=b+24|0;g=c[f>>2]|0;if((g|0)==(c[b+28>>2]|0)){of(m,k);break}else{c[g>>2]=h;c[f>>2]=g+4;break}}while(0)}Qe(d,c[c[m>>2]>>2]|0);m=(c[b+24>>2]|0)-(c[m>>2]|0)>>2>>>0>1;l=n;return m|0}function of(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0;h=a+4|0;j=c[a>>2]|0;k=(c[h>>2]|0)-j|0;g=k>>2;d=g+1|0;if(d>>>0>1073741823)Ut(a);l=a+8|0;f=(c[l>>2]|0)-j|0;e=f>>1;e=f>>2>>>0<536870911?(e>>>0<d>>>0?d:e):1073741823;do if(e)if(e>>>0>1073741823)Ia();else{i=Ev(e<<2)|0;break}else i=0;while(0);f=i+(g<<2)|0;c[f>>2]=c[b>>2];d=f+(0-g<<2)|0;if((k|0)>0)nx(d|0,j|0,k|0)|0;c[a>>2]=d;c[h>>2]=f+4;c[l>>2]=i+(e<<2);if(!j)return;Hv(j);return}function pf(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0;t=l;l=l+16|0;s=t;d=c[a>>2]|0;e=c[b>>2]|0;if((d|0)==(e|0)){l=t;return}f=d+32|0;if((f|0)==(e|0)){l=t;return}while(1){e=f;n=c[f>>2]|0;o=c[d+36>>2]|0;m=d+40|0;c[s>>2]=c[m>>2];c[s+4>>2]=c[m+4>>2];c[s+8>>2]=c[m+8>>2];m=d+52|0;q=c[m>>2]|0;k=d+56|0;r=c[k>>2]|0;j=d+60|0;p=c[j>>2]|0;c[j>>2]=0;c[k>>2]=0;c[m>>2]=0;a:do if((f|0)==(c[a>>2]|0))d=e;else{d=e;m=f;do{j=m;m=m+-32|0;i=c[m>>2]|0;k=(i|0)==(n|0);if(((k?c[j+-28>>2]|0:i)|0)>=((k?o:n)|0))break a;k=d;h=d;c[h>>2]=c[m>>2];c[h+4>>2]=c[m+4>>2];c[h+8>>2]=c[m+8>>2];c[h+12>>2]=c[m+12>>2];c[h+16>>2]=c[m+16>>2];h=k+20|0;i=j+-12|0;d=c[h>>2]|0;g=k+24|0;if(!d)d=k+28|0;else{e=c[g>>2]|0;if((e|0)!=(d|0))c[g>>2]=e+(~((e+-4-d|0)>>>2)<<2);Hv(d);d=k+28|0;c[d>>2]=0;c[g>>2]=0;c[h>>2]=0}c[h>>2]=c[i>>2];h=j+-8|0;c[g>>2]=c[h>>2];j=j+-4|0;c[d>>2]=c[j>>2];c[j>>2]=0;c[h>>2]=0;c[i>>2]=0;d=k+-32|0}while((m|0)!=(c[a>>2]|0))}while(0);c[d>>2]=n;c[d+4>>2]=o;i=d+8|0;c[i>>2]=c[s>>2];c[i+4>>2]=c[s+4>>2];c[i+8>>2]=c[s+8>>2];i=d+20|0;e=c[i>>2]|0;h=d+24|0;if(!e)d=d+28|0;else{g=c[h>>2]|0;if((g|0)!=(e|0))c[h>>2]=g+(~((g+-4-e|0)>>>2)<<2);Hv(e);d=d+28|0;c[d>>2]=0;c[h>>2]=0;c[i>>2]=0}c[i>>2]=q;c[h>>2]=r;c[d>>2]=p;d=f+32|0;if((d|0)==(c[b>>2]|0))break;else{r=f;f=d;d=r}}l=t;return}function qf(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0;t=l;l=l+48|0;r=t+8|0;p=t;h=t+32|0;i=t+28|0;k=t+24|0;m=t+20|0;n=t+16|0;j=t+12|0;switch(e|0){case 1:{q=c[a>>2]|0;c[f>>2]=c[q>>2];c[f+4>>2]=c[q+4>>2];c[f+8>>2]=c[q+8>>2];c[f+12>>2]=c[q+12>>2];c[f+16>>2]=c[q+16>>2];r=f+20|0;s=q+20|0;c[r>>2]=0;p=f+24|0;c[p>>2]=0;c[f+28>>2]=0;c[r>>2]=c[s>>2];r=q+24|0;c[p>>2]=c[r>>2];q=q+28|0;c[f+28>>2]=c[q>>2];c[q>>2]=0;c[r>>2]=0;c[s>>2]=0;l=t;return}case 2:{h=c[b>>2]|0;i=h+-32|0;c[b>>2]=i;g=c[a>>2]|0;q=c[g>>2]|0;s=c[i>>2]|0;r=(q|0)==(s|0);if(((r?c[g+4>>2]|0:q)|0)<((r?c[h+-28>>2]|0:s)|0)){c[f>>2]=c[i>>2];c[f+4>>2]=c[i+4>>2];c[f+8>>2]=c[i+8>>2];c[f+12>>2]=c[i+12>>2];c[f+16>>2]=c[i+16>>2];s=f+20|0;r=h+-12|0;c[s>>2]=0;q=f+24|0;c[q>>2]=0;c[f+28>>2]=0;c[s>>2]=c[r>>2];s=h+-8|0;c[q>>2]=c[s>>2];q=h+-4|0;c[f+28>>2]=c[q>>2];c[q>>2]=0;c[s>>2]=0;c[r>>2]=0;r=f+32|0;c[r>>2]=c[g>>2];c[r+4>>2]=c[g+4>>2];c[r+8>>2]=c[g+8>>2];c[r+12>>2]=c[g+12>>2];c[r+16>>2]=c[g+16>>2];r=f+52|0;s=g+20|0;c[r>>2]=0;q=f+56|0;c[q>>2]=0;c[f+60>>2]=0;c[r>>2]=c[s>>2];r=g+24|0;c[q>>2]=c[r>>2];q=g+28|0;c[f+60>>2]=c[q>>2];c[q>>2]=0;c[r>>2]=0;c[s>>2]=0;l=t;return}else{c[f>>2]=c[g>>2];c[f+4>>2]=c[g+4>>2];c[f+8>>2]=c[g+8>>2];c[f+12>>2]=c[g+12>>2];c[f+16>>2]=c[g+16>>2];s=f+20|0;r=g+20|0;c[s>>2]=0;q=f+24|0;c[q>>2]=0;c[f+28>>2]=0;c[s>>2]=c[r>>2];s=g+24|0;c[q>>2]=c[s>>2];q=g+28|0;c[f+28>>2]=c[q>>2];c[q>>2]=0;c[s>>2]=0;c[r>>2]=0;r=f+32|0;c[r>>2]=c[i>>2];c[r+4>>2]=c[i+4>>2];c[r+8>>2]=c[i+8>>2];c[r+12>>2]=c[i+12>>2];c[r+16>>2]=c[i+16>>2];r=f+52|0;s=h+-12|0;c[r>>2]=0;q=f+56|0;c[q>>2]=0;c[f+60>>2]=0;c[r>>2]=c[s>>2];r=h+-8|0;c[q>>2]=c[r>>2];q=h+-4|0;c[f+60>>2]=c[q>>2];c[q>>2]=0;c[r>>2]=0;c[s>>2]=0;l=t;return}}case 0:{l=t;return}default:{if((e|0)<9){c[h>>2]=c[a>>2];c[i>>2]=c[b>>2];c[p>>2]=c[h>>2];c[r>>2]=c[i>>2];wf(p,r,f,d);l=t;return}i=e>>>1;h=c[a>>2]|0;o=h+(i<<5)|0;a=h;c[k>>2]=a;c[m>>2]=o;c[p>>2]=c[k>>2];c[r>>2]=c[m>>2];hf(p,r,d,i,f,i);c[n>>2]=o;b=c[b>>2]|0;c[j>>2]=b;m=e-i|0;c[p>>2]=c[n>>2];c[r>>2]=c[j>>2];hf(p,r,d,m,f+(i<<5)|0,m);c[r>>2]=o;c[p>>2]=a;d=b;a:do if(i){if((o|0)==(d|0))i=f;else{i=f;j=o;do{n=c[h>>2]|0;f=c[j>>2]|0;b=(n|0)==(f|0);if(((b?c[h+4>>2]|0:n)|0)<((b?c[j+4>>2]|0:f)|0)){c[i>>2]=c[j>>2];c[i+4>>2]=c[j+4>>2];c[i+8>>2]=c[j+8>>2];c[i+12>>2]=c[j+12>>2];c[i+16>>2]=c[j+16>>2];a=r;h=j}else{c[i>>2]=c[h>>2];c[i+4>>2]=c[h+4>>2];c[i+8>>2]=c[h+8>>2];c[i+12>>2]=c[h+12>>2];c[i+16>>2]=c[h+16>>2];a=p}f=i+20|0;j=h+20|0;c[f>>2]=0;b=i+24|0;c[b>>2]=0;c[i+28>>2]=0;c[f>>2]=c[j>>2];f=h+24|0;c[b>>2]=c[f>>2];b=h+28|0;c[i+28>>2]=c[b>>2];c[b>>2]=0;c[f>>2]=0;c[j>>2]=0;c[a>>2]=h+32;i=i+32|0;h=c[p>>2]|0;j=c[r>>2]|0;if((h|0)==(o|0)){g=i;s=j;q=10;break a}}while((j|0)!=(d|0))}if((h|0)!=(o|0)){while(1){c[i>>2]=c[h>>2];c[i+4>>2]=c[h+4>>2];c[i+8>>2]=c[h+8>>2];c[i+12>>2]=c[h+12>>2];c[i+16>>2]=c[h+16>>2];b=i+20|0;f=h+20|0;c[b>>2]=0;n=i+24|0;c[n>>2]=0;c[i+28>>2]=0;c[b>>2]=c[f>>2];b=h+24|0;c[n>>2]=c[b>>2];n=h+28|0;c[i+28>>2]=c[n>>2];c[n>>2]=0;c[b>>2]=0;c[f>>2]=0;h=h+32|0;if((h|0)==(o|0))break;else i=i+32|0}c[p>>2]=h}}else{g=f;s=h;q=10}while(0);if((q|0)==10?(s|0)!=(d|0):0){i=((d+-32-s|0)>>>5)+1|0;h=s;while(1){c[g>>2]=c[h>>2];c[g+4>>2]=c[h+4>>2];c[g+8>>2]=c[h+8>>2];c[g+12>>2]=c[h+12>>2];c[g+16>>2]=c[h+16>>2];p=g+20|0;q=h+20|0;c[p>>2]=0;o=g+24|0;c[o>>2]=0;c[g+28>>2]=0;c[p>>2]=c[q>>2];p=h+24|0;c[o>>2]=c[p>>2];o=h+28|0;c[g+28>>2]=c[o>>2];c[o>>2]=0;c[p>>2]=0;c[q>>2]=0;h=h+32|0;if((h|0)==(d|0))break;else g=g+32|0}c[r>>2]=s+(i<<5)}l=t;return}}}function rf(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0;a:do if((a|0)!=(b|0)){while(1){if((d|0)==(e|0))break;i=c[a>>2]|0;k=c[d>>2]|0;j=(i|0)==(k|0);l=c[f>>2]|0;if(((j?c[a+4>>2]|0:i)|0)<((j?c[d+4>>2]|0:k)|0)){c[l>>2]=c[d>>2];c[l+4>>2]=c[d+4>>2];c[l+8>>2]=c[d+8>>2];c[l+12>>2]=c[d+12>>2];c[l+16>>2]=c[d+16>>2];j=l+20|0;k=d+20|0;g=c[j>>2]|0;i=l+24|0;if(!g)g=l+28|0;else{h=c[i>>2]|0;if((h|0)!=(g|0))c[i>>2]=h+(~((h+-4-g|0)>>>2)<<2);Hv(g);g=l+28|0;c[g>>2]=0;c[i>>2]=0;c[j>>2]=0}c[j>>2]=c[k>>2];l=d+24|0;c[i>>2]=c[l>>2];j=d+28|0;c[g>>2]=c[j>>2];c[j>>2]=0;c[l>>2]=0;c[k>>2]=0;d=d+32|0}else{c[l>>2]=c[a>>2];c[l+4>>2]=c[a+4>>2];c[l+8>>2]=c[a+8>>2];c[l+12>>2]=c[a+12>>2];c[l+16>>2]=c[a+16>>2];j=l+20|0;k=a+20|0;g=c[j>>2]|0;i=l+24|0;if(!g)g=l+28|0;else{h=c[i>>2]|0;if((h|0)!=(g|0))c[i>>2]=h+(~((h+-4-g|0)>>>2)<<2);Hv(g);g=l+28|0;c[g>>2]=0;c[i>>2]=0;c[j>>2]=0}c[j>>2]=c[k>>2];l=a+24|0;c[i>>2]=c[l>>2];j=a+28|0;c[g>>2]=c[j>>2];c[j>>2]=0;c[l>>2]=0;c[k>>2]=0;a=a+32|0}c[f>>2]=(c[f>>2]|0)+32;if((a|0)==(b|0))break a}if((a|0)==(b|0))return;d=c[f>>2]|0;do{c[d>>2]=c[a>>2];c[d+4>>2]=c[a+4>>2];c[d+8>>2]=c[a+8>>2];c[d+12>>2]=c[a+12>>2];c[d+16>>2]=c[a+16>>2];j=d+20|0;k=a+20|0;g=c[j>>2]|0;i=d+24|0;if(!g)d=d+28|0;else{h=c[i>>2]|0;if((h|0)!=(g|0))c[i>>2]=h+(~((h+-4-g|0)>>>2)<<2);Hv(g);d=d+28|0;c[d>>2]=0;c[i>>2]=0;c[j>>2]=0}c[j>>2]=c[k>>2];e=a+24|0;c[i>>2]=c[e>>2];l=a+28|0;c[d>>2]=c[l>>2];c[l>>2]=0;c[e>>2]=0;c[k>>2]=0;a=a+32|0;d=(c[f>>2]|0)+32|0;c[f>>2]=d}while((a|0)!=(b|0));return}while(0);if((d|0)==(e|0))return;a=c[f>>2]|0;do{c[a>>2]=c[d>>2];c[a+4>>2]=c[d+4>>2];c[a+8>>2]=c[d+8>>2];c[a+12>>2]=c[d+12>>2];c[a+16>>2]=c[d+16>>2];j=a+20|0;k=d+20|0;g=c[j>>2]|0;i=a+24|0;if(!g)a=a+28|0;else{h=c[i>>2]|0;if((h|0)!=(g|0))c[i>>2]=h+(~((h+-4-g|0)>>>2)<<2);Hv(g);a=a+28|0;c[a>>2]=0;c[i>>2]=0;c[j>>2]=0}c[j>>2]=c[k>>2];b=d+24|0;c[i>>2]=c[b>>2];l=d+28|0;c[a>>2]=c[l>>2];c[l>>2]=0;c[b>>2]=0;c[k>>2]=0;d=d+32|0;a=(c[f>>2]|0)+32|0;c[f>>2]=a}while((d|0)!=(e|0));return}function sf(a,b,d,e,f,g,h,i){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0;L=l;l=l+80|0;z=L+8|0;y=L+72|0;x=L;J=L+68|0;K=L+64|0;C=L+60|0;A=L+32|0;B=L+28|0;D=L+56|0;E=L+52|0;F=L+48|0;G=L+44|0;H=L+40|0;I=L+36|0;if(!g){l=L;return}a:while(1){if(!((g|0)>(i|0)&(f|0)>(i|0))){q=6;break}if(!f){q=39;break}w=c[b>>2]|0;m=c[w>>2]|0;k=c[w+4>>2]|0;v=w;j=c[a>>2]|0;while(1){t=c[j>>2]|0;u=(t|0)==(m|0);if(((u?c[j+4>>2]|0:t)|0)<((u?k:m)|0))break;j=j+32|0;c[a>>2]=j;f=f+-1|0;if(!f){q=39;break a}}s=j;if((f|0)<(g|0)){t=(g|0)/2|0;u=w+(t<<5)|0;c[B>>2]=u;k=v-s>>5;if(k){r=c[u>>2]|0;q=c[w+(t<<5)+4>>2]|0;m=j;n=j;while(1){M=(k|0)/2|0;p=n+(M<<5)|0;j=c[p>>2]|0;o=(j|0)==(r|0);o=((o?c[n+(M<<5)+4>>2]|0:j)|0)<((o?q:r)|0);p=p+32|0;j=o?m:p;k=o?M:k+-1-M|0;if(!k)break;else{m=j;n=o?n:p}}}r=j;c[A>>2]=r;r=r-s>>5}else{if((f|0)==1){q=15;break}r=(f|0)/2|0;s=j+(r<<5)|0;c[A>>2]=s;k=(c[d>>2]|0)-v>>5;if(!k)k=w;else{q=c[s>>2]|0;p=c[j+(r<<5)+4>>2]|0;j=k;k=w;m=w;while(1){M=(j|0)/2|0;o=m+(M<<5)|0;n=c[o>>2]|0;u=(q|0)==(n|0);n=((u?p:q)|0)<((u?c[m+(M<<5)+4>>2]|0:n)|0);o=o+32|0;k=n?o:k;j=n?j+-1-M|0:M;if(!j)break;else m=n?o:m}}t=k;c[B>>2]=t;t=t-v>>5;j=s;u=k}f=f-r|0;g=g-t|0;if((j|0)!=(w|0)){if((w|0)!=(u|0)){c[x>>2]=v;k=x;m=y;b:while(1){c[m>>2]=c[k>>2];n=c[x>>2]|0;m=c[y>>2]|0;do{c[z>>2]=c[j>>2];c[z+4>>2]=c[j+4>>2];c[z+8>>2]=c[j+8>>2];c[z+12>>2]=c[j+12>>2];c[z+16>>2]=c[j+16>>2];w=j+20|0;q=c[w>>2]|0;k=j+24|0;v=c[k>>2]|0;p=j+28|0;M=c[p>>2]|0;c[p>>2]=0;c[k>>2]=0;c[w>>2]=0;c[j>>2]=c[m>>2];c[j+4>>2]=c[m+4>>2];c[j+8>>2]=c[m+8>>2];c[j+12>>2]=c[m+12>>2];c[j+16>>2]=c[m+16>>2];s=m+20|0;c[w>>2]=c[s>>2];w=m+24|0;c[k>>2]=c[w>>2];k=m+28|0;c[p>>2]=c[k>>2];c[m>>2]=c[z>>2];c[m+4>>2]=c[z+4>>2];c[m+8>>2]=c[z+8>>2];c[m+12>>2]=c[z+12>>2];c[m+16>>2]=c[z+16>>2];c[s>>2]=q;c[w>>2]=v;c[k>>2]=M;j=j+32|0;m=m+32|0;k=(j|0)==(n|0);if((m|0)==(u|0))break b}while(!k);c[y>>2]=m;j=n;k=y;m=x}c[y>>2]=u;if(!k){k=y;m=x;o=j;while(1){c[k>>2]=c[m>>2];p=c[x>>2]|0;k=p;n=c[y>>2]|0;while(1){c[z>>2]=c[o>>2];c[z+4>>2]=c[o+4>>2];c[z+8>>2]=c[o+8>>2];c[z+12>>2]=c[o+12>>2];c[z+16>>2]=c[o+16>>2];w=o+20|0;q=c[w>>2]|0;m=o+24|0;v=c[m>>2]|0;N=o+28|0;M=c[N>>2]|0;c[N>>2]=0;c[m>>2]=0;c[w>>2]=0;c[o>>2]=c[n>>2];c[o+4>>2]=c[n+4>>2];c[o+8>>2]=c[n+8>>2];c[o+12>>2]=c[n+12>>2];c[o+16>>2]=c[n+16>>2];s=n+20|0;c[w>>2]=c[s>>2];w=n+24|0;c[m>>2]=c[w>>2];m=n+28|0;c[N>>2]=c[m>>2];c[n>>2]=c[z>>2];c[n+4>>2]=c[z+4>>2];c[n+8>>2]=c[z+8>>2];c[n+12>>2]=c[z+12>>2];c[n+16>>2]=c[z+16>>2];c[s>>2]=q;c[w>>2]=v;c[m>>2]=M;o=o+32|0;n=n+32|0;m=(o|0)==(k|0);if((n|0)==(u|0)){q=32;break}if(m){q=29;break}}if((q|0)==29){c[y>>2]=n;k=x;m=y;o=p;continue}else if((q|0)==32){c[y>>2]=u;if(m)break;else{k=y;m=x;continue}}}}}}else j=u;c[b>>2]=j;m=j;if((r+t|0)<(f+g|0)){c[D>>2]=c[a>>2];c[E>>2]=c[A>>2];c[F>>2]=m;c[x>>2]=c[D>>2];c[y>>2]=c[E>>2];c[z>>2]=c[F>>2];sf(x,y,z,e,r,t,h,i);j=B;k=a}else{c[G>>2]=m;c[H>>2]=c[B>>2];c[I>>2]=c[d>>2];c[x>>2]=c[G>>2];c[y>>2]=c[H>>2];c[z>>2]=c[I>>2];sf(x,y,z,e,f,g,h,i);g=t;f=r;j=A;k=d}c[k>>2]=m;c[b>>2]=c[j>>2];if(!g){q=39;break}}if((q|0)==6){c[J>>2]=c[a>>2];c[K>>2]=c[b>>2];c[C>>2]=c[d>>2];c[x>>2]=c[J>>2];c[y>>2]=c[K>>2];c[z>>2]=c[C>>2];tf(x,y,z,e,f,g,h);l=L;return}else if((q|0)==15){c[z>>2]=c[j>>2];c[z+4>>2]=c[j+4>>2];c[z+8>>2]=c[j+8>>2];c[z+12>>2]=c[j+12>>2];c[z+16>>2]=c[j+16>>2];K=j+20|0;h=c[K>>2]|0;N=j+24|0;J=c[N>>2]|0;e=j+28|0;M=c[e>>2]|0;c[e>>2]=0;c[N>>2]=0;c[K>>2]=0;c[j>>2]=c[w>>2];c[j+4>>2]=c[w+4>>2];c[j+8>>2]=c[w+8>>2];c[j+12>>2]=c[w+12>>2];c[j+16>>2]=c[w+16>>2];i=w+20|0;c[K>>2]=c[i>>2];K=w+24|0;c[N>>2]=c[K>>2];N=w+28|0;c[e>>2]=c[N>>2];c[w>>2]=c[z>>2];c[w+4>>2]=c[z+4>>2];c[w+8>>2]=c[z+8>>2];c[w+12>>2]=c[z+12>>2];c[w+16>>2]=c[z+16>>2];c[i>>2]=h;c[K>>2]=J;c[N>>2]=M;l=L;return}else if((q|0)==39){l=L;return}}function tf(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0;D=l;l=l+112|0;C=D+104|0;B=D+96|0;A=D+88|0;z=D+80|0;o=D+72|0;n=D+64|0;w=D+56|0;x=D+52|0;y=D+48|0;p=D+108|0;q=D+40|0;r=D+32|0;s=D+24|0;t=D+16|0;u=D+8|0;v=D;if((g|0)>(h|0)){g=c[d>>2]|0;j=g;h=c[e>>2]|0;if((j|0)==(h|0)){j=i;m=0}else{k=i;m=0;h=j;while(1){c[k>>2]=c[g>>2];c[k+4>>2]=c[g+4>>2];c[k+8>>2]=c[g+8>>2];c[k+12>>2]=c[g+12>>2];c[k+16>>2]=c[g+16>>2];g=k+20|0;j=h+20|0;c[g>>2]=0;y=k+24|0;c[y>>2]=0;c[k+28>>2]=0;c[g>>2]=c[j>>2];g=h+24|0;c[y>>2]=c[g>>2];y=h+28|0;c[k+28>>2]=c[y>>2];c[y>>2]=0;c[g>>2]=0;c[j>>2]=0;m=m+1|0;j=h+32|0;g=k+32|0;h=c[e>>2]|0;if((j|0)==(h|0))break;else{k=g;g=j;h=j}}j=g;g=c[d>>2]|0}e=h;c[q>>2]=j;c[q+4>>2]=j;c[r>>2]=i;c[r+4>>2]=i;c[s>>2]=g;c[s+4>>2]=g;b=c[b>>2]|0;c[t>>2]=b;c[t+4>>2]=b;c[u>>2]=e;c[u+4>>2]=e;c[v>>2]=f;c[n>>2]=c[q>>2];c[n+4>>2]=c[q+4>>2];c[o>>2]=c[r>>2];c[o+4>>2]=c[r+4>>2];c[z>>2]=c[s>>2];c[z+4>>2]=c[s+4>>2];c[A>>2]=c[t>>2];c[A+4>>2]=c[t+4>>2];c[B>>2]=c[u>>2];c[B+4>>2]=c[u+4>>2];c[C>>2]=c[v>>2];vf(n,o,z,A,B,C)}else{g=c[b>>2]|0;j=g;h=c[d>>2]|0;if((j|0)==(h|0)){j=i;m=0}else{k=i;m=0;h=j;while(1){c[k>>2]=c[g>>2];c[k+4>>2]=c[g+4>>2];c[k+8>>2]=c[g+8>>2];c[k+12>>2]=c[g+12>>2];c[k+16>>2]=c[g+16>>2];g=k+20|0;j=h+20|0;c[g>>2]=0;f=k+24|0;c[f>>2]=0;c[k+28>>2]=0;c[g>>2]=c[j>>2];g=h+24|0;c[f>>2]=c[g>>2];f=h+28|0;c[k+28>>2]=c[f>>2];c[f>>2]=0;c[g>>2]=0;c[j>>2]=0;m=m+1|0;j=h+32|0;g=k+32|0;h=c[d>>2]|0;if((j|0)==(h|0))break;else{k=g;g=j;h=j}}j=g;g=c[b>>2]|0}c[w>>2]=h;c[x>>2]=c[e>>2];c[y>>2]=g;c[z>>2]=c[w>>2];c[A>>2]=c[x>>2];c[B>>2]=c[y>>2];a[C>>0]=a[p>>0]|0;uf(i,j,z,A,B,C)}if((i|0)==0|(m|0)==0){l=D;return}else{k=0;g=m}while(1){j=c[i+20>>2]|0;if(j){g=i+24|0;h=c[g>>2]|0;if((h|0)!=(j|0))c[g>>2]=h+(~((h+-4-j|0)>>>2)<<2);Hv(j);g=m}k=k+1|0;if(k>>>0>=g>>>0)break;else i=i+32|0}l=D;return}function uf(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0,m=0,n=0;if((a|0)==(b|0))return;while(1){m=c[d>>2]|0;if((m|0)==(c[e>>2]|0))break;j=c[a>>2]|0;l=c[m>>2]|0;k=(j|0)==(l|0);g=c[f>>2]|0;if(((k?c[a+4>>2]|0:j)|0)<((k?c[m+4>>2]|0:l)|0)){c[g>>2]=c[m>>2];c[g+4>>2]=c[m+4>>2];c[g+8>>2]=c[m+8>>2];c[g+12>>2]=c[m+12>>2];c[g+16>>2]=c[m+16>>2];k=g+20|0;l=m+20|0;h=c[k>>2]|0;j=g+24|0;if(!h)h=g+28|0;else{i=c[j>>2]|0;if((i|0)!=(h|0))c[j>>2]=i+(~((i+-4-h|0)>>>2)<<2);Hv(h);h=g+28|0;c[h>>2]=0;c[j>>2]=0;c[k>>2]=0}c[k>>2]=c[l>>2];k=m+24|0;c[j>>2]=c[k>>2];j=m+28|0;c[h>>2]=c[j>>2];c[j>>2]=0;c[k>>2]=0;c[l>>2]=0;c[d>>2]=m+32}else{c[g>>2]=c[a>>2];c[g+4>>2]=c[a+4>>2];c[g+8>>2]=c[a+8>>2];c[g+12>>2]=c[a+12>>2];c[g+16>>2]=c[a+16>>2];k=g+20|0;l=a+20|0;h=c[k>>2]|0;j=g+24|0;if(!h)g=g+28|0;else{i=c[j>>2]|0;if((i|0)!=(h|0))c[j>>2]=i+(~((i+-4-h|0)>>>2)<<2);Hv(h);g=g+28|0;c[g>>2]=0;c[j>>2]=0;c[k>>2]=0}c[k>>2]=c[l>>2];m=a+24|0;c[j>>2]=c[m>>2];k=a+28|0;c[g>>2]=c[k>>2];c[k>>2]=0;c[m>>2]=0;c[l>>2]=0;a=a+32|0;g=c[f>>2]|0}c[f>>2]=g+32;if((a|0)==(b|0)){n=25;break}}if((n|0)==25)return;l=a;i=c[f>>2]|0;while(1){c[i>>2]=c[l>>2];c[i+4>>2]=c[l+4>>2];c[i+8>>2]=c[l+8>>2];c[i+12>>2]=c[l+12>>2];c[i+16>>2]=c[l+16>>2];j=i+20|0;k=l+20|0;a=c[j>>2]|0;h=i+24|0;if(!a)a=i+28|0;else{g=c[h>>2]|0;if((g|0)!=(a|0))c[h>>2]=g+(~((g+-4-a|0)>>>2)<<2);Hv(a);a=i+28|0;c[a>>2]=0;c[h>>2]=0;c[j>>2]=0}c[j>>2]=c[k>>2];f=l+24|0;c[h>>2]=c[f>>2];n=l+28|0;c[a>>2]=c[n>>2];c[n>>2]=0;c[f>>2]=0;c[k>>2]=0;l=l+32|0;if((l|0)==(b|0))break;else i=i+32|0}return}function vf(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;q=a+4|0;g=c[q>>2]|0;r=b+4|0;if((g|0)==(c[r>>2]|0))return;p=d+4|0;n=e+4|0;o=f+4|0;while(1){e=c[p>>2]|0;if((e|0)==(c[n>>2]|0))break;l=e+-32|0;m=g+-32|0;h=c[m>>2]|0;k=c[l>>2]|0;i=(h|0)==(k|0);j=c[o>>2]|0;d=j+-32|0;do if(((i?c[g+-28>>2]|0:h)|0)<((i?c[e+-28>>2]|0:k)|0)){c[d>>2]=c[m>>2];c[d+4>>2]=c[m+4>>2];c[d+8>>2]=c[m+8>>2];c[d+12>>2]=c[m+12>>2];c[d+16>>2]=c[m+16>>2];i=j+-12|0;g=g+-12|0;e=c[i>>2]|0;d=j+-8|0;if(!e){k=d;j=j+-4|0;h=m;e=i;d=q;break}h=c[d>>2]|0;if((h|0)!=(e|0))c[d>>2]=h+(~((h+-4-e|0)>>>2)<<2);Hv(e);j=j+-4|0;c[j>>2]=0;c[d>>2]=0;c[i>>2]=0;k=d;h=m;e=i;d=q}else{c[d>>2]=c[l>>2];c[d+4>>2]=c[l+4>>2];c[d+8>>2]=c[l+8>>2];c[d+12>>2]=c[l+12>>2];c[d+16>>2]=c[l+16>>2];i=j+-12|0;g=e+-12|0;e=c[i>>2]|0;d=j+-8|0;if(!e){k=d;j=j+-4|0;h=l;e=i;d=p;break}h=c[d>>2]|0;if((h|0)!=(e|0))c[d>>2]=h+(~((h+-4-e|0)>>>2)<<2);Hv(e);j=j+-4|0;c[j>>2]=0;c[d>>2]=0;c[i>>2]=0;k=d;h=l;e=i;d=p}while(0);c[e>>2]=c[g>>2];m=h+24|0;c[k>>2]=c[m>>2];l=h+28|0;c[j>>2]=c[l>>2];c[l>>2]=0;c[m>>2]=0;c[g>>2]=0;c[d>>2]=(c[d>>2]|0)+-32;c[o>>2]=(c[o>>2]|0)+-32;g=c[q>>2]|0;if((g|0)==(c[r>>2]|0)){s=24;break}}if((s|0)==24)return;d=c[f+4>>2]|0;g=c[a+4>>2]|0;n=c[b+4>>2]|0;if((g|0)==(n|0))return;m=d;i=d;while(1){l=g;g=g+-32|0;j=i+-32|0;c[j>>2]=c[g>>2];c[j+4>>2]=c[g+4>>2];c[j+8>>2]=c[g+8>>2];c[j+12>>2]=c[g+12>>2];c[j+16>>2]=c[g+16>>2];j=i+-12|0;k=l+-12|0;d=c[j>>2]|0;h=i+-8|0;if(!d)d=i+-4|0;else{e=c[h>>2]|0;if((e|0)!=(d|0))c[h>>2]=e+(~((e+-4-d|0)>>>2)<<2);Hv(d);d=i+-4|0;c[d>>2]=0;c[h>>2]=0;c[j>>2]=0}c[j>>2]=c[k>>2];b=l+-8|0;c[h>>2]=c[b>>2];a=l+-4|0;c[d>>2]=c[a>>2];c[a>>2]=0;c[b>>2]=0;c[k>>2]=0;d=m+-32|0;if((g|0)==(n|0))break;else{m=d;i=d}}return}function wf(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,l=0;g=c[a>>2]|0;e=c[b>>2]|0;if((g|0)==(e|0))return;c[d>>2]=c[g>>2];c[d+4>>2]=c[g+4>>2];c[d+8>>2]=c[g+8>>2];c[d+12>>2]=c[g+12>>2];c[d+16>>2]=c[g+16>>2];l=d+20|0;f=g+20|0;c[l>>2]=0;k=d+24|0;c[k>>2]=0;c[d+28>>2]=0;c[l>>2]=c[f>>2];l=g+24|0;c[k>>2]=c[l>>2];k=g+28|0;c[d+28>>2]=c[k>>2];c[k>>2]=0;c[l>>2]=0;c[f>>2]=0;f=g+32|0;c[a>>2]=f;if((f|0)==(e|0))return;else l=d;do{e=l;l=l+32|0;i=c[e>>2]|0;k=c[f>>2]|0;j=(i|0)==(k|0);if(((j?c[e+4>>2]|0:i)|0)<((j?c[g+36>>2]|0:k)|0)){c[l>>2]=c[e>>2];c[l+4>>2]=c[e+4>>2];c[l+8>>2]=c[e+8>>2];c[l+12>>2]=c[e+12>>2];c[l+16>>2]=c[e+16>>2];k=e+20|0;c[e+52>>2]=c[k>>2];j=e+24|0;c[e+56>>2]=c[j>>2];i=e+28|0;c[e+60>>2]=c[i>>2];c[i>>2]=0;c[j>>2]=0;c[k>>2]=0;a:do if((e|0)==(d|0))e=d;else while(1){j=c[a>>2]|0;h=e;e=e+-32|0;g=c[e>>2]|0;k=c[j>>2]|0;i=(g|0)==(k|0);if(((i?c[h+-28>>2]|0:g)|0)>=((i?c[j+4>>2]|0:k)|0)){e=h;break a};c[h>>2]=c[e>>2];c[h+4>>2]=c[e+4>>2];c[h+8>>2]=c[e+8>>2];c[h+12>>2]=c[e+12>>2];c[h+16>>2]=c[e+16>>2];j=h+20|0;k=h+-12|0;f=c[j>>2]|0;i=h+24|0;if(!f)f=h+28|0;else{g=c[i>>2]|0;if((g|0)!=(f|0))c[i>>2]=g+(~((g+-4-f|0)>>>2)<<2);Hv(f);f=h+28|0;c[f>>2]=0;c[i>>2]=0;c[j>>2]=0}c[j>>2]=c[k>>2];j=h+-8|0;c[i>>2]=c[j>>2];i=h+-4|0;c[f>>2]=c[i>>2];c[i>>2]=0;c[j>>2]=0;c[k>>2]=0;if((e|0)==(d|0)){e=d;break}}while(0);k=c[a>>2]|0;c[e>>2]=c[k>>2];c[e+4>>2]=c[k+4>>2];c[e+8>>2]=c[k+8>>2];c[e+12>>2]=c[k+12>>2];c[e+16>>2]=c[k+16>>2];j=e+20|0;h=k+20|0;f=c[j>>2]|0;i=e+24|0;if(!f)e=e+28|0;else{g=c[i>>2]|0;if((g|0)!=(f|0))c[i>>2]=g+(~((g+-4-f|0)>>>2)<<2);Hv(f);e=e+28|0;c[e>>2]=0;c[i>>2]=0;c[j>>2]=0}c[j>>2]=c[h>>2];f=k+24|0;c[i>>2]=c[f>>2];i=f;f=k+28|0}else{c[l>>2]=c[f>>2];c[l+4>>2]=c[f+4>>2];c[l+8>>2]=c[f+8>>2];c[l+12>>2]=c[f+12>>2];c[l+16>>2]=c[f+16>>2];i=e+52|0;h=g+52|0;c[i>>2]=0;f=e+56|0;c[f>>2]=0;c[e+60>>2]=0;c[i>>2]=c[h>>2];i=g+56|0;c[f>>2]=c[i>>2];f=g+60|0;e=e+60|0}c[e>>2]=c[f>>2];c[f>>2]=0;c[i>>2]=0;c[h>>2]=0;g=c[a>>2]|0;f=g+32|0;c[a>>2]=f}while((f|0)!=(c[b>>2]|0));return}function xf(f,g,h,i,j){f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;var k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0;_=l;l=l+5152|0;S=_;q=_+5140|0;r=_+4608|0;T=_+432|0;I=g+40|0;c[I>>2]=_+4624;c[c[g>>2]>>2]=0;J=c[f+5348>>2]|0;L=g+8|0;c[g+48>>2]=(c[L>>2]|0)+1;M=g+12|0;c[M>>2]=0;N=g+4|0;c[N>>2]=J+42684;O=f+5352|0;R=(c[O>>2]|0)+56|0;P=c[R>>2]|0;R=c[R+4>>2]|0;U=(P|0)!=0|(R|0)!=0;Z=qc(f)|0;k=c[L>>2]|0;if(Z){Z=rc(f,k,0)|0;l=_;return Z|0}Z=Xe(f,k)|0;k=(c[L>>2]|0)>127;if(Z|k){if(U|k^1){Z=0;l=_;return Z|0}Z=oc(f)|0;l=_;return Z|0}W=(((j|0)>-1|U)^1)<<31>>31;Y=(c[O>>2]|0)+48|0;X=c[Y>>2]|0;Y=c[Y+4>>2]|0;Z=bh(1102880,X,Y,q)|0;o=(a[q>>0]|0)==0;if(o){p=0;k=32002}else{k=b[Z+4>>1]|0;m=k<<16>>16;n=c[L>>2]|0;do if(k<<16>>16!=32002)if(k<<16>>16>31743){k=m-n|0;break}else{k=(k<<16>>16<-31743?n:0)+m|0;break}else k=32002;while(0);p=e[Z+2>>1]|0}do if(U){c[g+28>>2]=32002;H=-32001;m=h;k=-32001}else{if(!o){H=b[Z+6>>1]|0;m=H<<16>>16;n=g+28|0;c[n>>2]=m;if(H<<16>>16==32002){m=oc(f)|0;c[n>>2]=m}if((k|0)==32002){k=m;n=m}else{k=(d[Z+8>>0]&((k|0)>(m|0)?2:1)|0)==0?m:k;n=m}}else{if((c[g+-28>>2]|0)==65)m=(c[26844+(c[f+5360>>2]<<2)>>2]<<1)-(c[g+-12>>2]|0)|0;else m=oc(f)|0;c[g+28>>2]=m;k=m;n=m}if((k|0)<(i|0)){H=k+128|0;m=(k|0)>(h|0)?k:h;break}if(a[q>>0]|0){Z=k;l=_;return Z|0}m=c[L>>2]|0;if((k|0)>31743)m=m+k|0;else m=k-((k|0)<-31743?m:0)|0;Zg(Z,X,Y,m,2,-6,0,n);Z=k;l=_;return Z|0}while(0);c[r>>2]=c[g+-36>>2];c[r+4>>2]=c[g+-76>>2];c[r+8>>2]=0;c[r+12>>2]=c[g+-156>>2];ge(T,f,p,j,J+9660|0,J+26300|0,r,c[g+-28>>2]&63);C=f+5340|0;D=f+5360|0;E=(H|0)>-1e4;F=(j|0)!=0;B=U^1;G=0-i|0;A=j+-1|0;n=0;y=0;a:while(1){w=(H|0)>(m|0);x=0-m|0;while(1){v=(k|0)>-31744;b:while(1){u=v&(F|(n|0)>1);do{z=ie(T,0)|0;if(!z){V=94;break a}o=c[C>>2]|0;j=z&49152;if((j|0)==0?(K=c[O>>2]|0,t=K+336+((o^1)<<3)|0,s=f+320+(o<<3)|0,!((c[s>>2]&c[t>>2]|0?1:(c[s+4>>2]&c[t+4>>2]|0)!=0)|(c[D>>2]|0)==2)):0){o=z>>>6;if((z&61440|0)==36864)o=o&15;else o=c[f+((o&63)<<2)>>2]|0;t=K+368+((o&7)<<3)|0;r=45760+((z&63)<<3)|0;s=c[r>>2]&c[t>>2];t=c[r+4>>2]&c[t+4>>2]}else{s=(Me(f,z)|0)&1;t=0}do if((s|P|0)==0&(t|R|0)==0){r=c[D>>2]|0;if((r|0)==6){if((j|0)==32768)o=(z&12288|0)==4096?64:z>>>6&63;else o=z>>>6&63;if((c[f+(o<<2)>>2]&7|0)==6){if(!(E&(z&56|0)!=56))break}else V=50}else V=50;if((V|0)==50?(V=0,!E):0)break;p=(z&61440|0)==36864;q=z>>>6;if(p)o=q&15;else o=c[f+((q&63)<<2)>>2]|0;if((o&7|0)==1){if((j|0)==32768)o=(z&12288|0)==4096?64:q&63;else o=q&63;if((o>>3^(c[C>>2]|0)*7|0)>3)break}switch(r|0){case 2:{if(p)o=q&15;else o=c[f+((q&63)<<2)>>2]|0;o=Ve(f,z,o&7,z&63)|0;break}case 3:{o=c[17864+(c[f+((z&63)<<2)>>2]<<2)>>2]<<1;break}default:o=c[17416+(r<<7)+64+(c[f+((z&63)<<2)>>2]<<2)>>2]|0}o=o+H|0;if((o|0)<=(m|0)){V=67;break b}if(!w?!(We(f,z,1)|0):0){V=70;break b}}while(0);if(U){if(u){c:do if((j|0)==49152?1:(c[f+((z&63)<<2)>>2]|0)==0){o=(j|0)==32768;d:do if(o){p=z&12288;if(p<<16>>16<8192)switch(p<<16>>16){case 4096:{o=0;break c}default:break d}else switch(p<<16>>16){case 8192:{o=0;break c}default:break d}}while(0)}else o=1;while(0);o=o^1}else o=0;if(o|B)V=79}else V=79;if((V|0)==79?(V=0,!(We(f,z,0)|0)):0){V=33;break}}while(!(Le(f,z)|0));if((V|0)==33){V=0;n=n+1|0;continue}p=n+1|0;c[M>>2]=z;n=z>>>6;if((z&61440|0)==36864)n=n&15;else n=c[f+((n&63)<<2)>>2]|0;c[N>>2]=J+42684+(n<<17)+((z&63)<<11);Oe(f,z,S,(s|0)!=0|(t|0)!=0);o=xf(f,I,G,x,A)|0;q=0-o|0;Qe(f,z);if((k|0)<(q|0)){V=85;break}else n=p}if((V|0)==67){V=0;n=n+1|0;k=(k|0)<(o|0)?o:k;continue}else if((V|0)==70){V=0;n=n+1|0;k=(k|0)<(H|0)?H:k;continue}else if((V|0)==85){V=0;if((m|0)<(q|0))break;else{n=p;k=q;continue}}}k=c[g>>2]|0;m=c[I>>2]|0;c[k>>2]=z;k=k+4|0;if((m|0)!=0?(Q=c[m>>2]|0,(Q|0)!=0):0){n=Q;do{m=m+4|0;c[k>>2]=n;k=k+4|0;n=c[m>>2]|0}while((n|0)!=0)}c[k>>2]=0;if((q|0)<(i|0)){n=p;y=z;m=q;k=q}else{V=90;break}}do if((V|0)==90){k=c[L>>2]|0;if((o|0)<-31743)k=k-o|0;else k=q-((o|0)>31743?k:0)|0;Zg(Z,X,Y,k,2,W,z,c[g+28>>2]|0);k=q}else if((V|0)==94){m=c[L>>2]|0;if(U&(k|0)==-32001){k=m+-32e3|0;break}if((k|0)>31743)m=m+k|0;else m=k-((k|0)<-31743?m:0)|0;Zg(Z,X,Y,m,(k|0)>(h|0)?3:1,W,y,c[g+28>>2]|0)}while(0);Z=k;l=_;return Z|0}function yf(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;e=b+2139860|0;h=c[e>>2]|0;c[e>>2]=h+-1;if((h|0)>1)return;b=914016;d=c[b>>2]|0;b=c[b+4>>2]|0;if((d|0)==0&(b|0)==0)b=1024;else{b=ex(d|0,b|0,1024,0)|0;b=(b|0)<1024?b:1024}c[e>>2]=b;if((a[914048]|0)==0?Yw(914048)|0:0){g=tk()|0;g=ex(g|0,z|0,1e3,0)|0;h=914056;c[h>>2]=g;c[h+4>>2]=z}h=913968;if(!((c[h>>2]|0)==0&(c[h+4>>2]|0)==0)){b=c[275709]|0;f=c[275710]|0;if((b|0)==(f|0)){e=0;d=0}else{e=0;d=0;do{h=pa((c[b>>2]|0)+160|0,0)|0;e=ax(h|0,z|0,e|0,d|0)|0;d=z;b=b+4|0}while((b|0)!=(f|0))}}else{d=tk()|0;d=ex(d|0,z|0,1e3,0)|0;e=914072;e=bx(d|0,z|0,c[e>>2]|0,c[e+4>>2]|0)|0;d=z}b=913984;b=ax(c[b>>2]|0,c[b+4>>2]|0,e|0,d|0)|0;f=z;h=914056;h=bx(b|0,f|0,c[h>>2]|0,c[h+4>>2]|0)|0;g=z;if((g|0)>0|(g|0)==0&h>>>0>999){h=914056;c[h>>2]=b;c[h+4>>2]=f;Yc()}if(a[1102849]&1)return;m=c[228500]|0;g=913976;b=c[g>>2]|0;g=c[g+4>>2]|0;l=c[228499]|0;f=914016;h=c[f>>2]|0;f=c[f+4>>2]|0;k=c[228501]|0;j=c[228502]|0;if(!(((m|b|l|h|k|j|0)==0?(((m|0)<0)<<31>>31|g|((l|0)<0)<<31>>31|f|((k|0)<0)<<31>>31|((j|0)<0)<<31>>31|0)==0:0)?(m=914088,m=ax(c[m>>2]|0,c[m+4>>2]|0,-10,-1)|0,l=z,(d|0)>(l|0)|(d|0)==(l|0)&e>>>0>m>>>0):0))i=16;if((i|0)==16?(b|0)==0&(g|0)==0|((d|0)<(g|0)|(d|0)==(g|0)&e>>>0<b>>>0):0){if((h|0)==0&(f|0)==0)return;b=c[275709]|0;g=c[275710]|0;if((b|0)==(g|0)){d=0;e=0;b=h}else{e=0;d=0;do{m=pa((c[b>>2]|0)+160|0,0)|0;e=ax(m|0,z|0,e|0,d|0)|0;d=z;b=b+4|0}while((b|0)!=(g|0));b=914016;f=c[b+4>>2]|0;b=c[b>>2]|0}if(d>>>0<f>>>0|(d|0)==(f|0)&e>>>0<b>>>0)return}a[1102848]=1;return}function zf(f,g,h,i,j,k){f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;var m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0,$=0,aa=0,ba=0,ca=0,da=0,ea=0,fa=0,ga=0,ha=0,ia=0,ja=0,ka=0,la=0,ma=0,na=0,oa=0,pa=0,qa=0,ra=0,sa=0,ta=0,ua=0,va=0,wa=0,xa=0,ya=0,za=0,Aa=0,Ba=0,Ca=0,Da=0,Ea=0,Fa=0,Ga=0,Ha=0,Ia=0,Ja=0;Ja=l;l=l+13280|0;za=Ja+13136|0;ya=Ja+12880|0;sa=Ja;x=Ja+13264|0;pa=Ja+8704|0;qa=Ja+4532|0;ra=Ja+432|0;Ea=f+5352|0;if(((h|0)<0?(c[(c[Ea>>2]|0)+28>>2]|0)>2:0)?Ye(f,c[g+8>>2]|0)|0:0)if((i|0)<1){g=0;l=Ja;return g|0}else h=0;if((j|0)<1){g=Ef(f,g,h,i,0)|0;l=Ja;return g|0}wa=c[f+5348>>2]|0;va=(c[Ea>>2]|0)+56|0;va=(c[va>>2]|0)!=0|(c[va+4>>2]|0)!=0;na=f+5340|0;xa=c[na>>2]|0;oa=g+36|0;c[oa>>2]=0;if((wa|0)==(c[c[275709]>>2]|0))yf(wa);a:do if(!(qc(f)|0)){Ba=g+8|0;if(((a[1102848]&1)==0?!(Xe(f,c[Ba>>2]|0)|0):0)?(m=c[Ba>>2]|0,(m|0)<=127):0){ua=m+-32e3|0;ua=(ua|0)<(h|0)?h:ua;Ha=31999-m|0;Ha=(Ha|0)>(i|0)?i:Ha;if((ua|0)>=(Ha|0)){h=ua;break}ma=g+40|0;c[g+48>>2]=m+1;c[g+56>>2]=0;ja=g+12|0;c[ja>>2]=0;r=wa+42684|0;ka=g+4|0;c[ka>>2]=r;c[g+104>>2]=0;c[g+100>>2]=0;Ca=g+-40|0;ta=g+-28|0;Da=c[ta>>2]&63;c[g+112>>2]=0;la=g+16|0;Aa=c[la>>2]|0;w=(c[Ea>>2]|0)+48|0;Ga=Aa<<16;Fa=c[w>>2]^Ga;Ga=c[w+4>>2]^((Ga|0)<0)<<31>>31;w=bh(1102880,Fa,Ga,x)|0;n=(a[x>>0]|0)==0;if(!n){h=b[w+4>>1]|0;i=h<<16>>16;m=c[Ba>>2]|0;do if(h<<16>>16!=32002)if(h<<16>>16>31743){h=i-m|0;break}else{h=(h<<16>>16<-31743?m:0)+i|0;break}else h=32002;while(0);i=b[w+2>>1]|0;p=i&65535;if(((h|0)!=32002?(a[w+9>>0]|0)>=(j|0):0)?(d[w+8>>0]&((h|0)>=(Ha|0)?2:1)|0)!=0:0){if(!(i<<16>>16))break;n=(h|0)<(Ha|0);m=p&49152;o=(m|0)==32768;b:do if((c[f+5360>>2]|0)==6){if(o)m=(p&12288|0)==4096?64:p>>>6&63;else m=p>>>6&63;i=p&63;if((c[f+(m<<2)>>2]&7|0)==6?i>>>3>>>0>m>>>3>>>0:0){i=1;break}i=(c[f+(i<<2)>>2]|0)!=0}else{c:do if(o){i=p&12288;if((i|0)==4096){i=0;break b}i=i&16383;if(i<<16>>16<8192)switch(i<<16>>16){case 4096:{i=1;break b}default:break c}else switch(i<<16>>16){case 8192:{i=1;break b}default:break c}}else{if(m|0)break;i=(c[f+((p&63)<<2)>>2]|0)!=0;break b}while(0);i=(m|0)!=49152}while(0);if(!n){if(!i){Ia=(O((j<<5)+64|0,j)|0)+-64|0;Bf(f,g,p,0,0,(j|0)>17?0:Ia)}if((c[g+-4>>2]|0)!=1)break;if(c[(c[Ea>>2]|0)+64>>2]|0)break;g=j+1|0;g=64-(O((g<<5)+64|0,g)|0)|0;Df(Ca,c[f+(Da<<2)>>2]|0,Da,(j|0)>16?0:g);break}if(i)break;m=(O((j<<5)+64|0,j)|0)+-64|0;m=(j|0)>17?0:m;n=0-m|0;if(o)i=(p&12288|0)==4096?p&63|4096:p&4095;else i=p&4095;i=wa+9660+(xa*8320|0)+(i<<1)|0;j=b[i>>1]|0;b[i>>1]=j-m+((O(j,(m|0)<1?n:m)|0)/-10368|0);i=p>>>6;if((p&61440|0)==36864)i=i&15;else i=c[f+((i&63)<<2)>>2]|0;Df(g,i,p&63,n);break}else{m=h;v=p}}else{m=32002;v=0}d:do if(va){c[g+28>>2]=32002;h=m;m=0}else{if(!n){ia=b[w+6>>1]|0;h=ia<<16>>16;i=g+28|0;c[i>>2]=h;if(ia<<16>>16==32002){h=oc(f)|0;c[i>>2]=h}if((m|0)==32002)t=32002;else{h=(d[w+8>>0]&((m|0)>(h|0)?2:1)|0)==0?h:m;t=m}}else{if((c[ta>>2]|0)==65)h=(c[26844+(c[f+5360>>2]<<2)>>2]<<1)-(c[g+-12>>2]|0)|0;else h=oc(f)|0;c[g+28>>2]=h;Zg(w,Fa,Ga,32002,0,-6,0,h);t=m}s=f+5360|0;i=c[s>>2]|0;do if((i|0)==1)if(Ad(f)|0){m=c[g+-52>>2]|0;h=t;m=(m|0)==32002?1:(c[g+28>>2]|0)>=(m|0);break d}else{i=c[s>>2]|0;break}while(0);if((i|0)==6?(ia=f+304|0,ha=c[ia+4>>2]|0,ha>>>0>65535|(ha|0)==65535&(c[ia>>2]|0)>>>0>4294967295):0){m=c[g+-52>>2]|0;h=t;m=(m|0)==32002?1:(c[g+28>>2]|0)>=(m|0);break}if(((j|0)<3?(o=c[26972+(i*12|0)+(j<<2)>>2]|0,(h|0)<=(ua-o|0)):0)?(ha=(j|0)>1,ia=ua-(ha?o:0)|0,q=Ef(f,g,ia,ia+1|0,0)|0,!(ha&(q|0)>(ia|0))):0){h=q;break a}q=g+28|0;i=c[q>>2]|0;u=c[g+-52>>2]|0;u=(u|0)==32002|(i|0)>=(u|0);m=c[s>>2]|0;if((j|0)<7?((h|0)<1e4?(h-(O((c[26876+(m<<2)>>2]|0)-(u?50:0)|0,j)|0)|0)>=(Ha|0):0):0)break a;do if((m|0)!=4){if((c[ta>>2]|0)==65)break;if((h|0)<(Ha|0)?1:(c[g+-8>>2]|0)>22499)break;if(Aa|0?1:(i|0)<((O(j,-36)|0)+225+Ha|0))break;if(!(c[(c[Ea>>2]|0)+16+(xa<<2)>>2]|0))break;p=wa+152|0;if((c[Ba>>2]|0)<(c[p>>2]|0)?(xa|0)==(c[wa+156>>2]|0):0)break;o=(j*67|0)+823|0;h=h-Ha|0;i=(h|0)/171|0;switch(m|0){case 1:{h=(h|0)/342|0;h=(h|0)<3?h:3;break}case 2:{h=(h|0)/342|0;h=(h|0)<3?h:3;break}default:h=(i|0)<3?i:3}c[ja>>2]=65;c[ka>>2]=r;Se(f,sa);n=0-Ha|0;m=((o|0)/-256|0)+j-h|0;h=zf(f,ma,n,1-Ha|0,m,k^1)|0;i=0-h|0;Te(f);if((Ha|0)>(i|0))break;h=(h|0)<-31743?Ha:i;if(c[p>>2]|0)break a;if((j|0)<12&(((Ha|0)>-1?Ha:n)|0)<1e4)break a;c[p>>2]=(c[Ba>>2]|0)+((m*3|0)/4|0);c[wa+156>>2]=xa;ia=zf(f,g,Ha+-1|0,Ha,m,0)|0;c[p>>2]=0;if((ia|0)>=(Ha|0))break a}while(0);do if((j|0)>=5){if((((Ha|0)>-1?Ha:0-Ha|0)|0)>=31744)break;r=(u?-48:0)+Ha+(c[27068+(c[s>>2]<<2)>>2]|0)|0;r=(r|0)<32001?r:32001;he(pa,f,v,r-(c[q>>2]|0)|0,wa+26300|0);m=0-r|0;n=1-r|0;o=k^1;p=j+-4|0;i=0;e:while(1){if((i|0)>=3){Ia=94;break}do{q=ie(pa,0)|0;if(!q)break e}while(!(Le(f,q)|0));c[ja>>2]=q;h=q>>>6;if((q&61440|0)==36864)h=h&15;else h=c[f+((h&63)<<2)>>2]|0;c[ka>>2]=wa+42684+(h<<17)+((q&63)<<11);Oe(f,q,sa,Me(f,q)|0);h=0-(Ef(f,ma,m,n,0)|0)|0;if((r|0)<=(h|0))h=0-(zf(f,ma,m,n,p,o)|0)|0;Qe(f,q);if((h|0)<(r|0))i=i+1|0;else{Ia=102;break}}if((Ia|0)==94)ie(pa,0)|0;else if((Ia|0)==102)break a}while(0);if(v|0?1:(((c[s>>2]|0)==3?6:8)|0)>(j|0)){h=t;m=u;break}zf(f,g,ua,Ha,j+-7|0,k)|0;n=bh(1102880,Fa,Ga,x)|0;if(!(a[x>>0]|0)){w=n;v=0;h=32002;m=u;break}h=b[n+4>>1]|0;i=h<<16>>16;m=c[Ba>>2]|0;do if(h<<16>>16!=32002)if(h<<16>>16>31743){h=i-m|0;break}else{h=(h<<16>>16<-31743?m:0)+i|0;break}else h=32002;while(0);w=n;v=e[n+2>>1]|0;m=u}while(0);c[pa>>2]=c[g+-36>>2];ea=pa+4|0;c[ea>>2]=c[g+-76>>2];c[pa+8>>2]=0;fa=pa+12|0;c[fa>>2]=c[g+-156>>2];ia=f+(Da<<2)|0;fe(qa,f,v,j,wa+9660|0,wa+26300|0,pa,c[wa+5564+(c[ia>>2]<<8)+(Da<<2)>>2]|0,g+20|0);i=ie(qa,0)|0;f:do if(i){ga=f+5360|0;ha=(j|0)<16;M=m&1;N=(j|0)<8;P=ra;Q=j+-1|0;R=O(j,-240)|0;S=f+256|0;L=(j|0)<63?j:63;T=g+28|0;U=(j|0)>2;V=~ua;W=0-ua|0;X=g+-8|0;Y=g+-4|0;Z=g+32|0;_=k^1;da=(Aa|0)==0;$=(h|0)!=32002;aa=w+8|0;ba=w+9|0;ca=j+-3|0;I=h-(j<<1)|0;I=(I|0)>-32e3?I:-32e3;J=I+-1|0;K=(j|0)/2|0;h=-32001;p=0;o=0;m=0;H=0;n=0;g:while(1){h:do if((i|0)==(Aa|0))q=H;else{G=m+1|0;c[oa>>2]=G;s=c[ga>>2]|0;t=i&49152;E=(t|0)==32768;i:do if((s|0)==6){if(E)r=(i&12288|0)==4096?64:i>>>6&63;else r=i>>>6&63;q=i&63;if((c[f+(r<<2)>>2]&7|0)==6?q>>>3>>>0>r>>>3>>>0:0){F=1;break}F=(c[f+(q<<2)>>2]|0)!=0}else{j:do if(E){q=i&12288;if((q|0)==4096){F=0;break i}q=q&16383;if(q<<16>>16<8192)switch(q<<16>>16){case 4096:{F=1;break i}default:break j}else switch(q<<16>>16){case 8192:{F=1;break i}default:break j}}else{if(t|0)break;F=(c[f+((i&63)<<2)>>2]|0)!=0;break i}while(0);F=(t|0)!=49152}while(0);u=(i&61440|0)==36864;A=i>>>6;if(u)D=A&15;else D=c[f+((A&63)<<2)>>2]|0;q=c[na>>2]|0;B=(t|0)==0;do if(B){r=c[Ea>>2]|0;C=r+336+((q^1)<<3)|0;y=f+320+(q<<3)|0;if((c[y>>2]&c[C>>2]|0?1:(c[y+4>>2]&c[C+4>>2]|0)!=0)|(s|0)==2){Ia=135;break}if(u)q=A&15;else q=c[f+((A&63)<<2)>>2]|0;r=r+368+((q&7)<<3)|0;C=45760+((i&63)<<3)|0;q=c[C>>2]&c[r>>2];r=c[C+4>>2]&c[r+4>>2]}else Ia=135;while(0);if((Ia|0)==135){q=(Me(f,i)|0)&1;r=0}x=(q|0)!=0|(r|0)!=0;if(ha)y=(G|0)>=(c[1036264+(c[ga>>2]<<7)+(M<<6)+(j<<2)>>2]|0);else y=0;do if(N)Ia=144;else{if(!($&(da&(i|0)==(v|0)))){Ia=144;break}if(!(a[aa>>0]&2)){Ia=144;break}if((a[ba>>0]|0)<(ca|0)){Ia=144;break}if(!(Le(f,v)|0)){Ia=144;break}c[la>>2]=v;q=zf(f,g,J,I,K,k)|0;c[la>>2]=0;q=(q|0)<(I|0);Ia=151}while(0);k:do if((Ia|0)==144){Ia=0;if(!(y|x^1)?We(f,i,0)|0:0){q=1;Ia=151;break}q=c[ga>>2]|0;if(y|(q|0)!=1){r=0;break}l:do if((t|0)==49152?1:(c[f+((i&63)<<2)>>2]|0)==0){if(!E){q=0;Ia=151;break k}q=i&12288;if(q<<16>>16<8192)switch(q<<16>>16){case 4096:{q=0;Ia=151;break k}default:break l}else switch(q<<16>>16){case 8192:{q=0;Ia=151;break k}default:break l}}while(0);q=((zd(f,ra)|0)-P|0)==8;Ia=151}while(0);if((Ia|0)==151){Ia=0;r=q&1;q=c[ga>>2]|0}C=Q+r|0;if((q|0)==4){if((h|0)>-31744)Ia=155}else if((h|0)>-31744?(c[(c[Ea>>2]|0)+16+(xa<<2)>>2]|0)!=0:0)Ia=155;m:do if((Ia|0)==155){Ia=0;n:do if(!(F|x)){if((q|0)==1){s=S;s=Ke(f,i&63,c[s>>2]|0,c[s+4>>2]|0)|0;t=f+320+((c[na>>2]^1)<<3)|0;if(!((c[t>>2]&s|0)==0?(c[t+4>>2]&z|0)==0:0))break;s=c[ga>>2]|0}else s=q;do if((s|0)!=4){if(u)q=A&15;else q=c[f+((A&63)<<2)>>2]|0;if((q&7|0)!=1)break;if(E)q=(i&12288|0)==4096?64:A&63;else q=A&63;if((q>>3^(c[na>>2]|0)*7|0)<=3)break;u=c[Ea>>2]|0;if(((c[u+20>>2]|0)+(c[u+16>>2]|0)|0)<=4999)break n}while(0);if(y){m=G;q=1;break h}q=C-(c[1070056+(M<<14)+(L<<8)+(((G|0)<63?G:63)<<2)>>2]|0)|0;q=(q|0)>0?q:0;do if((q|0)<3){r=i&63;if((b[(c[pa>>2]|0)+(D<<7)+(r<<1)>>1]|0)>=0)break;if((b[(c[ea>>2]|0)+(D<<7)+(r<<1)>>1]|0)<0){m=G;q=H;break h}}while(0);if(!(va|((q|0)>6|(s|0)==6))?((c[26908+(s<<3)>>2]|0)+(c[T>>2]|0)+(O(c[26908+(s<<3)+4>>2]|0,q)|0)|0)<=(ua|0):0){m=G;q=H;break h}if((s|0)==1)break m;if(We(f,i,O(O(q,-29)|0,q)|0)|0)break m;else{m=G;q=H;break h}}while(0);if(r|0)break;if(!(We(f,i,R)|0)){m=G;q=H;break h}}while(0);if(!(Le(f,i)|0)){c[oa>>2]=m;q=H;break}n=n|(i|0)==(v|0)&F;c[ja>>2]=i;r=i&63;c[ka>>2]=wa+42684+(D<<17)+(r<<11);Oe(f,i,sa,x);t=F^1;if(U&(m|0)>0&(y|t)){m=c[1070056+(M<<14)+(L<<8)+(((G|0)<63?G:63)<<2)>>2]|0;do if((c[ga>>2]|0)==1){if(!(Ad(f)|0)){Ia=186;break}m=m-((m|0)!=0&1)|0}else Ia=186;while(0);do if((Ia|0)==186){Ia=0;if(F){m=(c[X>>2]>>31)+m|0;break}m=m+(n&1)+(((c[Y>>2]|0)>15)<<31>>31)|0;do if(k){m=m+2|0;if(E)Ia=194;else Ia=193}else{if(E){Ia=194;break}if(!B){Ia=193;break}Ia=We(f,r<<6|A&63,0)|0;m=Ia?m:m+-2|0;Ia=193}while(0);if((Ia|0)==193){Ia=0;q=i&4095}else if((Ia|0)==194){Ia=0;q=(i&12288|0)==4096?r|4096:i&4095}q=(b[(c[pa>>2]|0)+(D<<7)+(r<<1)>>1]|0)+(b[wa+9660+(xa*8320|0)+(q<<1)>>1]|0)+(b[(c[ea>>2]|0)+(D<<7)+(r<<1)>>1]|0)+(b[(c[fa>>2]|0)+(D<<7)+(r<<1)>>1]|0)|0;s=q+-4e3|0;c[Z>>2]=s;r=c[X>>2]|0;do if((r|0)<0&(s|0)>-1)m=m+-1|0;else{if((r|0)<=-1)break;m=((q|0)<4e3&1)+m|0}while(0);m=m-((s|0)/2e4|0)|0}while(0);E=C-((m|0)>0?m:0)|0;E=(E|0)>1?E:1;m=0-(zf(f,ma,V,W,E,1)|0)|0;if(!((ua|0)<(m|0)&(E|0)!=(C|0)))q=m;else Ia=201}else Ia=201;if((Ia|0)==201){Ia=0;q=0-(zf(f,ma,V,W,C,_)|0)|0}Qe(f,i);if(a[1102848]&1){h=0;break f}if((q|0)>(h|0))if((q|0)>(ua|0)){Ia=205;break g}else h=q;if((o|0)<32&F){c[za+(o<<2)>>2]=i;o=o+1|0;m=G;q=H;break}if(!((p|0)<64&t)){m=G;q=H;break}c[ya+(p<<2)>>2]=i;p=p+1|0;m=G;q=H}while(0);i=ie(qa,q)|0;if(!i){i=0;break}else H=q}if((Ia|0)==205){c[Z>>2]=0;m=G;h=q}if(m){do if(!i)if((j|0)>=3?(c[(c[Ea>>2]|0)+64>>2]|0)==0:0){m=c[ta>>2]|0;if((m&49152|0)==32768)n=(m&12288|0)==4096?64:m>>>6&63;else n=m>>>6&63;if((n|0)==(m&63|0)){i=0;break}f=(O((j<<5)+64|0,j)|0)+-64|0;Df(Ca,c[ia>>2]|0,Da,(j|0)>17?0:f)}else i=0;else{m=i&49152;n=(m|0)==32768;o:do if((c[f+5360>>2]|0)==6){if(n)n=(i&12288|0)==4096?64:i>>>6&63;else n=i>>>6&63;m=i&63;if((c[f+(n<<2)>>2]&7|0)==6?m>>>3>>>0>n>>>3>>>0:0)break;if(!(c[f+(m<<2)>>2]|0))Ia=227}else{if(n)if((i&12288|0)==4096){Ia=227;break}else break;m=m&65535;if(m<<16>>16<0)switch(m<<16>>16){case -16384:{Ia=227;break o}default:break o}switch(m<<16>>16){case 0:break;default:break o}if(!(c[f+((i&63)<<2)>>2]|0))Ia=227}while(0);if((Ia|0)==227){wa=((h|0)>(Ha+171|0)&1)+j|0;xa=(O((wa<<5)+64|0,wa)|0)+-64|0;Bf(f,g,i,ya,p,(wa|0)>17?0:xa)}m=j+1|0;m=(O((m<<5)+64|0,m)|0)+-64|0;m=(j|0)>16?0:m;Cf(f,i,za,o,m);if((c[g+-4>>2]|0)==1?(c[(c[Ea>>2]|0)+64>>2]|0)==0:0)Df(Ca,c[ia>>2]|0,Da,0-m|0)}while(0);if(!Aa){m=c[Ba>>2]|0;Ia=240}}else Ia=211}else{i=0;Ia=211}while(0);do if((Ia|0)==211)if(!Aa){m=c[Ba>>2]|0;if(!va)if((c[f+5360>>2]|0)==1){h=32e3-m|0;Ia=240;break}else{h=0;Ia=242;break}else{h=m+-32e3|0;Ia=240;break}}else h=ua;while(0);if((Ia|0)==240)if((h|0)>31743){n=h;h=m+h|0;Ia=243}else Ia=242;if((Ia|0)==242){n=h;h=h-((h|0)<-31743?m:0)|0;Ia=243}if((Ia|0)==243){Zg(w,Fa,Ga,h,(n|0)>=(Ha|0)?2:1,j,i,c[g+28>>2]|0);h=n}break}if(va|(c[Ba>>2]|0)<128)h=0;else h=oc(f)|0}else h=rc(f,c[g+8>>2]|0,0)|0;while(0);g=h;l=Ja;return g|0}function Af(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0;j=a+8|0;e=c[j>>2]|0;l=a+4|0;d=c[l>>2]|0;if(e-d>>2>>>0>=b>>>0){px(d|0,0,b<<2|0)|0;c[l>>2]=d+(b<<2);return}i=c[a>>2]|0;h=d-i|0;g=h>>2;d=g+b|0;if(d>>>0>1073741823)Ut(a);f=e-i|0;e=f>>1;e=f>>2>>>0<536870911?(e>>>0<d>>>0?d:e):1073741823;do if(e)if(e>>>0>1073741823)Ia();else{k=Ev(e<<2)|0;break}else k=0;while(0);f=k+(g<<2)|0;px(f|0,0,b<<2|0)|0;d=f+(0-g<<2)|0;if((h|0)>0)nx(d|0,i|0,h|0)|0;c[a>>2]=d;c[l>>2]=f+(b<<2);c[j>>2]=k+(e<<2);if(!i)return;Hv(i);return}function Bf(a,d,e,f,g,h){a=a|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,l=0,m=0,n=0,o=0;n=0-h|0;i=d+20|0;j=c[i>>2]|0;if((j|0)!=(e|0)){c[d+24>>2]=j;c[i>>2]=e}l=c[a+5340>>2]|0;m=c[a+5348>>2]|0;if((e&49152|0)==32768)i=(e&12288|0)==4096?e&63|4096:e&4095;else i=e&4095;i=m+9660+(l*8320|0)+(i<<1)|0;k=b[i>>1]|0;b[i>>1]=k+h+((O(k,(h|0)>-1?h:n)|0)/-10368|0);i=e>>>6;if((e&61440|0)==36864)i=i&15;else i=c[a+((i&63)<<2)>>2]|0;Df(d,i,e&63,h);i=c[d+-28>>2]|0;if((i&49152|0)==32768)j=(i&12288|0)==4096?64:i>>>6&63;else j=i>>>6&63;i=i&63;if((j|0)!=(i|0))c[m+5564+(c[a+(i<<2)>>2]<<8)+(i<<2)>>2]=e;if((g|0)<=0)return;e=(n|0)>-1?n:h;j=0;do{k=c[f+(j<<2)>>2]|0;if((k&49152|0)==32768)i=(k&12288|0)==4096?k&63|4096:k&4095;else i=k&4095;i=m+9660+(l*8320|0)+(i<<1)|0;o=b[i>>1]|0;b[i>>1]=o-h+((O(o,e)|0)/-10368|0);i=k>>>6;if((k&61440|0)==36864)i=i&15;else i=c[a+((i&63)<<2)>>2]|0;Df(d,i,k&63,n);j=j+1|0}while((j|0)!=(g|0));return}function Cf(a,d,e,f,g){a=a|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0;o=0-g|0;q=c[a+5348>>2]|0;j=d>>>6;if((d&61440|0)==36864)k=j&15;else k=c[a+((j&63)<<2)>>2]|0;l=d&63;m=c[a+(l<<2)>>2]|0;n=m&7;h=d&49152;i=(h|0)==32768;a:do if((c[a+5360>>2]|0)==6){if(i)d=(d&12288|0)==4096?64:j&63;else d=j&63;if((c[a+(d<<2)>>2]&7|0)==6)if(l>>>3>>>0<=d>>>3>>>0&(m|0)==0)break;else{p=15;break}else if(!m)break;else{p=15;break}}else{if(i)if((d&12288|0)==4096)break;else{p=15;break}d=h&65535;if(d<<16>>16<0)switch(d<<16>>16){case -16384:break a;default:{p=15;break a}}switch(d<<16>>16){case 0:break;default:{p=15;break a}}if(m|0)p=15}while(0);if((p|0)==15){p=q+26300+(k<<10)+(l<<4)+(n<<1)|0;n=b[p>>1]|0;b[p>>1]=n+g+((O(n,(g|0)>-1?g:o)|0)/-10368|0)}if((f|0)<=0)return;i=(g|0)<1?o:g;h=0;do{j=c[e+(h<<2)>>2]|0;d=j>>>6;if((j&61440|0)==36864)d=d&15;else d=c[a+((d&63)<<2)>>2]|0;p=j&63;p=q+26300+(d<<10)+(p<<4)+((c[a+(p<<2)>>2]&7)<<1)|0;o=b[p>>1]|0;b[p>>1]=o-g+((O(o,i)|0)/-10368|0);h=h+1|0}while((h|0)!=(f|0));return}function Df(a,d,e,f){a=a|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0;i=(f|0)>-1?f:0-f|0;h=c[a+-28>>2]|0;if((h&49152|0)==32768)g=(h&12288|0)==4096?64:h>>>6&63;else g=h>>>6&63;if((g|0)!=(h&63|0)){h=(c[a+-36>>2]|0)+(d<<7)+(e<<1)|0;g=b[h>>1]|0;b[h>>1]=g+f+((O(g,i)|0)/-29952|0)}g=c[a+-68>>2]|0;if((g&49152|0)==32768)h=(g&12288|0)==4096?64:g>>>6&63;else h=g>>>6&63;if((h|0)!=(g&63|0)){h=(c[a+-76>>2]|0)+(d<<7)+(e<<1)|0;g=b[h>>1]|0;b[h>>1]=g+f+((O(g,i)|0)/-29952|0)}g=c[a+-148>>2]|0;if((g&49152|0)==32768)h=(g&12288|0)==4096?64:g>>>6&63;else h=g>>>6&63;if((h|0)==(g&63|0))return;e=(c[a+-156>>2]|0)+(d<<7)+(e<<1)|0;d=b[e>>1]|0;b[e>>1]=d+f+((O(d,i)|0)/-29952|0);return}function Ef(f,g,h,i,j){f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;var k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0;W=l;l=l+4640|0;O=W;q=W+4624|0;r=W+4608|0;P=W+432|0;F=c[f+5348>>2]|0;G=g+8|0;H=g+40|0;c[g+48>>2]=(c[G>>2]|0)+1;J=g+12|0;c[J>>2]=0;K=g+4|0;c[K>>2]=F+42684;L=f+5352|0;N=(c[L>>2]|0)+56|0;M=c[N>>2]|0;N=c[N+4>>2]|0;Q=(M|0)!=0|(N|0)!=0;V=qc(f)|0;k=c[G>>2]|0;if(V){V=rc(f,k,0)|0;l=W;return V|0}V=Xe(f,k)|0;k=(c[G>>2]|0)>127;if(V|k){if(Q|k^1){V=0;l=W;return V|0}V=oc(f)|0;l=W;return V|0}S=(((j|0)>-1|Q)^1)<<31>>31;U=(c[L>>2]|0)+48|0;T=c[U>>2]|0;U=c[U+4>>2]|0;V=bh(1102880,T,U,q)|0;o=(a[q>>0]|0)==0;if(!o){k=b[V+4>>1]|0;m=k<<16>>16;n=c[G>>2]|0;do if(k<<16>>16!=32002)if(k<<16>>16>31743){m=m-n|0;break}else{m=(k<<16>>16<-31743?n:0)+m|0;break}else m=32002;while(0);k=e[V+2>>1]|0;if(((m|0)!=32002?(a[V+9>>0]|0)>=(S|0):0)?(d[V+8>>0]&((m|0)>=(i|0)?2:1)|0)!=0:0){V=m;l=W;return V|0}else{p=k;n=m}}else{p=0;n=32002}do if(Q){c[g+28>>2]=32002;E=-32001;k=-32001}else{if(!o){E=b[V+6>>1]|0;m=E<<16>>16;k=g+28|0;c[k>>2]=m;if(E<<16>>16==32002){m=oc(f)|0;c[k>>2]=m}if((n|0)==32002){k=m;n=m}else{k=(d[V+8>>0]&((n|0)>(m|0)?2:1)|0)==0?m:n;n=m}}else{if((c[g+-28>>2]|0)==65)m=(c[26844+(c[f+5360>>2]<<2)>>2]<<1)-(c[g+-12>>2]|0)|0;else m=oc(f)|0;c[g+28>>2]=m;k=m;n=m}if((k|0)<(i|0)){E=k+128|0;break}if(a[q>>0]|0){V=k;l=W;return V|0}m=c[G>>2]|0;if((k|0)>31743)m=m+k|0;else m=k-((k|0)<-31743?m:0)|0;Zg(V,T,U,m,2,-6,0,n);V=k;l=W;return V|0}while(0);c[r>>2]=c[g+-36>>2];c[r+4>>2]=c[g+-76>>2];c[r+8>>2]=0;c[r+12>>2]=c[g+-156>>2];ge(P,f,p,j,F+9660|0,F+26300|0,r,c[g+-28>>2]&63);z=f+5340|0;A=f+5360|0;B=(E|0)>-1e4;C=(E|0)>(h|0);D=(j|0)!=0;y=Q^1;w=0-i|0;x=0-h|0;u=j+-1|0;m=0;a:while(1){t=(k|0)>-31744;b:while(1){s=t&(D|(m|0)>1);do{v=ie(P,0)|0;if(!v){R=90;break a}n=c[z>>2]|0;r=v&49152;if((r|0)==0?(I=c[L>>2]|0,j=I+336+((n^1)<<3)|0,i=f+320+(n<<3)|0,!((c[i>>2]&c[j>>2]|0?1:(c[i+4>>2]&c[j+4>>2]|0)!=0)|(c[A>>2]|0)==2)):0){n=v>>>6;if((v&61440|0)==36864)n=n&15;else n=c[f+((n&63)<<2)>>2]|0;j=I+368+((n&7)<<3)|0;q=45760+((v&63)<<3)|0;i=c[q>>2]&c[j>>2];j=c[q+4>>2]&c[j+4>>2]}else{i=(Me(f,v)|0)&1;j=0}do if((i|M|0)==0&(j|N|0)==0){q=c[A>>2]|0;if((q|0)==6){if((r|0)==32768)n=(v&12288|0)==4096?64:v>>>6&63;else n=v>>>6&63;if((c[f+(n<<2)>>2]&7|0)==6){if(!(B&(v&56|0)!=56))break}else R=50}else R=50;if((R|0)==50?(R=0,!B):0)break;o=(v&61440|0)==36864;p=v>>>6;if(o)n=p&15;else n=c[f+((p&63)<<2)>>2]|0;if((n&7|0)==1){if((r|0)==32768)n=(v&12288|0)==4096?64:p&63;else n=p&63;if((n>>3^(c[z>>2]|0)*7|0)>3)break}switch(q|0){case 2:{if(o)n=p&15;else n=c[f+((p&63)<<2)>>2]|0;n=Ve(f,v,n&7,v&63)|0;break}case 3:{n=c[17864+(c[f+((v&63)<<2)>>2]<<2)>>2]<<1;break}default:n=c[17416+(q<<7)+64+(c[f+((v&63)<<2)>>2]<<2)>>2]|0}n=n+E|0;if((n|0)<=(h|0)){R=67;break b}if(!C?!(We(f,v,1)|0):0){R=70;break b}}while(0);if(Q){if(s){c:do if((r|0)==49152?1:(c[f+((v&63)<<2)>>2]|0)==0){n=(r|0)==32768;d:do if(n){o=v&12288;if(o<<16>>16<8192)switch(o<<16>>16){case 4096:{n=0;break c}default:break d}else switch(o<<16>>16){case 8192:{n=0;break c}default:break d}}while(0)}else n=1;while(0);n=n^1}else n=0;if(n|y)R=79}else R=79;if((R|0)==79?(R=0,!(We(f,v,0)|0)):0){R=33;break}}while(!(Le(f,v)|0));if((R|0)==33){R=0;m=m+1|0;continue}m=m+1|0;c[J>>2]=v;n=v>>>6;if((v&61440|0)==36864)n=n&15;else n=c[f+((n&63)<<2)>>2]|0;c[K>>2]=F+42684+(n<<17)+((v&63)<<11);Oe(f,v,O,(i|0)!=0|(j|0)!=0);n=Ef(f,H,w,x,u)|0;o=0-n|0;Qe(f,v);if((k|0)<(o|0)){R=85;break}}if((R|0)==67){R=0;m=m+1|0;k=(k|0)<(n|0)?n:k;continue}else if((R|0)==70){R=0;m=m+1|0;k=(k|0)<(E|0)?E:k;continue}else if((R|0)==85){R=0;if((o|0)>(h|0)){R=86;break}else{k=o;continue}}}do if((R|0)==86){k=c[G>>2]|0;if((n|0)<-31743)k=k-n|0;else k=o-((n|0)>31743?k:0)|0;Zg(V,T,U,k,2,S,v,c[g+28>>2]|0);k=o}else if((R|0)==90){m=c[G>>2]|0;if(Q&(k|0)==-32001){k=m+-32e3|0;break}if((k|0)>31743)m=m+k|0;else m=k-((k|0)<-31743?m:0)|0;Zg(V,T,U,m,1,S,0,c[g+28>>2]|0)}while(0);V=k;l=W;return V|0}function Ff(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0;u=l;l=l+128|0;q=u+16|0;r=u+12|0;s=u+112|0;t=u;c[q>>2]=0;c[q+4>>2]=0;c[q+8>>2]=0;n=q+11|0;a[n>>0]=5;a[q>>0]=a[39336]|0;a[q+1>>0]=a[39337]|0;a[q+2>>0]=a[39338]|0;a[q+3>>0]=a[39339]|0;a[q+4>>0]=a[39340]|0;a[q+5>>0]=0;o=q+12|0;c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;p=o+11|0;a[p>>0]=8;g=o;c[g>>2]=1702259047;c[g+4>>2]=2036430689;a[q+20>>0]=0;g=q+24|0;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=6;a[g>>0]=a[39342]|0;a[g+1>>0]=a[39343]|0;a[g+2>>0]=a[39344]|0;a[g+3>>0]=a[39345]|0;a[g+4>>0]=a[39346]|0;a[g+5>>0]=a[39347]|0;a[g+6>>0]=0;i=q+36|0;j=i+11|0;a[j>>0]=10;d=i;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[i+10>>0]=0;k=q+48|0;c[k>>2]=0;c[k+4>>2]=0;c[k+8>>2]=0;m=k+11|0;a[m>>0]=5;a[k>>0]=a[39360]|0;a[k+1>>0]=a[39361]|0;a[k+2>>0]=a[39362]|0;a[k+3>>0]=a[39363]|0;a[k+4>>0]=a[39364]|0;a[k+5>>0]=0;b=Ev(16)|0;c[q+60>>2]=b;c[q+68>>2]=-2147483632;c[q+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[q+72>>2]=b;c[q+80>>2]=-2147483632;c[q+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=q+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[275707]=d;c[275706]=d;c[275708]=d+96;Mv(d,q);d=(c[275707]|0)+12|0;c[275707]=d;Mv(d,o);d=(c[275707]|0)+12|0;c[275707]=d;Mv(d,g);d=(c[275707]|0)+12|0;c[275707]=d;Mv(d,i);d=(c[275707]|0)+12|0;c[275707]=d;Mv(d,k);d=q+60|0;e=(c[275707]|0)+12|0;c[275707]=e;Mv(e,d);e=q+72|0;v=(c[275707]|0)+12|0;c[275707]=v;Mv(v,e);v=(c[275707]|0)+12|0;c[275707]=v;Mv(v,b);c[275707]=(c[275707]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[h>>0]|0)<0)Hv(c[g>>2]|0);if((a[p>>0]|0)<0)Hv(c[o>>2]|0);if((a[n>>0]|0)<0)Hv(c[q>>2]|0);c[228480]=0;c[228481]=0;c[228482]=0;d=914016;c[d>>2]=0;c[d+4>>2]=0;d=913936;f=d+48|0;do{c[d>>2]=0;d=d+4|0}while((d|0)<(f|0));c[228498]=0;c[228499]=0;c[228500]=0;c[228501]=0;c[228502]=0;b=Ev(16)|0;c[t>>2]=b;c[t+8>>2]=-2147483632;c[t+4>>2]=11;d=b;e=39512;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;c[r>>2]=t;Jc(q,1103028,t,1172182,r,s);c[228508]=~~+xh((c[q>>2]|0)+28|0);c[228509]=0;if((a[t+11>>0]|0)>=0){l=u;return}Hv(c[t>>2]|0);l=u;return}function Gf(){var a=0,b=0,d=0.0,e=0,f=0,g=0.0,h=0;b=1;do{d=+M(+(+(b|0)));a=1;do{g=d*+M(+(+(a|0)))/1.95;e=~~+tx(+g);f=1070056+(b<<8)+(a<<2)|0;c[f>>2]=e;h=e+-1|0;c[1037288+(b<<8)+(a<<2)>>2]=(h|0)>0?h:0;if(g>1.0)c[f>>2]=e+1;a=a+1|0}while((a|0)!=64);b=b+1|0}while((b|0)!=64);b=1;do{d=+M(+(+(b|0)));a=1;do{h=~~+tx(+(d*+M(+(+(a|0)))/1.95));c[1086440+(b<<8)+(a<<2)>>2]=h;h=h+-1|0;c[1053672+(b<<8)+(a<<2)>>2]=(h|0)>0?h:0;a=a+1|0}while((a|0)!=64);b=b+1|0}while((b|0)!=64);b=0;do{switch(b|0){case 3:{a=0;do{g=+(a|0);c[1036648+(a<<2)>>2]=~~(+L(+(g*.8))*.5+10.0);c[1036712+(a<<2)>>2]=~~(+L(+(g*.9))*.5+20.0);a=a+1|0}while((a|0)!=16);break}case 6:{a=0;do{g=+(a|0);c[1037032+(a<<2)>>2]=~~(+D(+g,1.5)*.5+1.5);c[1037096+(a<<2)>>2]=~~(g*g*.7+4.0);a=a+1|0}while((a|0)!=16);break}default:{a=0;do{g=+(a|0);c[1036264+(b<<7)+(a<<2)>>2]=~~(+D(+g,1.78)*.74+2.4);c[1036264+(b<<7)+64+(a<<2)>>2]=~~(g*g+5.0);a=a+1|0}while((a|0)!=16)}}b=b+1|0}while((b|0)!=8);return}function Hf(){var a=0;a=914064;c[a>>2]=0;c[a+4>>2]=0;ah(1102880);Rg(1102836);return}function If(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;c[b>>2]=27108;a[b+84>>0]=1;j=b+4|0;Bv(j);a[b+85>>0]=1;ob[c[(c[b>>2]|0)+8>>2]&255](b);Cv(j);_a(c[b+88>>2]|0,0)|0;i=b+5544|0;d=c[i>>2]|0;if(d|0){h=b+5548|0;e=c[h>>2]|0;if((e|0)!=(d|0)){do{f=e+-32|0;c[h>>2]=f;g=c[e+-12>>2]|0;if(!g)e=f;else{e=e+-8|0;f=c[e>>2]|0;if((f|0)!=(g|0))c[e>>2]=f+(~((f+-4-g|0)>>>2)<<2);Hv(g);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[i>>2]|0}Hv(d)}Kf(b+128|0,c[b+132>>2]|0);Lf(b+116|0,c[b+120>>2]|0);d=c[b+104>>2]|0;if(d|0){e=b+108|0;f=c[e>>2]|0;if((f|0)!=(d|0))c[e>>2]=f+(~((f+-32-d|0)>>>5)<<5);Hv(d)}d=c[b+92>>2]|0;if(!d){b=b+32|0;uk(b);Av(j);return}e=b+96|0;f=c[e>>2]|0;if((f|0)!=(d|0))c[e>>2]=f+(~((f+-128-d|0)>>>7)<<7);Hv(d);b=b+32|0;uk(b);Av(j);return}function Jf(a){a=a|0;If(a);Hv(a);return}function Kf(a,b){a=a|0;b=b|0;var d=0;if(!b)return;Kf(a,c[b>>2]|0);Kf(a,c[b+4>>2]|0);d=b+24|0;a=c[d>>2]|0;c[d>>2]=0;if(a|0)ob[c[(c[a>>2]|0)+4>>2]&255](a);Hv(b);return}function Lf(a,b){a=a|0;b=b|0;var d=0;if(!b)return;Lf(a,c[b>>2]|0);Lf(a,c[b+4>>2]|0);d=b+24|0;a=c[d>>2]|0;c[d>>2]=0;if(a|0)ob[c[(c[a>>2]|0)+4>>2]&255](a);Hv(b);return}function Mf(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[275715]=d;c[275714]=d;c[275716]=d+96;Mv(d,g);d=(c[275715]|0)+12|0;c[275715]=d;Mv(d,p);d=(c[275715]|0)+12|0;c[275715]=d;Mv(d,i);d=(c[275715]|0)+12|0;c[275715]=d;Mv(d,k);d=(c[275715]|0)+12|0;c[275715]=d;Mv(d,n);d=g+60|0;e=(c[275715]|0)+12|0;c[275715]=e;Mv(e,d);e=g+72|0;s=(c[275715]|0)+12|0;c[275715]=s;Mv(s,e);s=(c[275715]|0)+12|0;c[275715]=s;Mv(s,b);c[275715]=(c[275715]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){c[275709]=0;c[275710]=0;c[275711]=0;c[275713]=0;l=r;return}Hv(c[g>>2]|0);c[275709]=0;c[275710]=0;c[275711]=0;c[275713]=0;l=r;return}function Nf(a){a=a|0;Of(a);return 0}function Of(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0;m=l;l=l+32|0;j=m+16|0;d=m+12|0;e=m;c[e+8>>2]=0;i=e+11|0;a[i>>0]=7;a[e>>0]=a[39472]|0;a[e+1>>0]=a[39473]|0;a[e+2>>0]=a[39474]|0;a[e+3>>0]=a[39475]|0;a[e+4>>0]=a[39476]|0;a[e+5>>0]=a[39477]|0;a[e+6>>0]=a[39478]|0;a[e+7>>0]=0;c[d>>2]=e;Jc(j,1103028,e,1172183,d,m+24|0);d=!(+xh((c[j>>2]|0)+28|0)>=8.0);if((a[i>>0]|0)<0)Hv(c[e>>2]|0);d=b+4|0;e=j+4|0;f=b+85|0;g=b+32|0;h=b+84|0;while(1){c[j>>2]=d;a[e>>0]=1;Bv(d);a[f>>0]=0;vk(g);if(!(a[f>>0]|0))do wk(g,j);while(!(a[f>>0]|0));i=(a[e>>0]|0)==0;if(a[h>>0]|0)break;if(i){k=10;break}Cv(c[j>>2]|0);a[e>>0]=0;ob[c[(c[b>>2]|0)+8>>2]&255](b);if(a[e>>0]|0)Cv(c[j>>2]|0)}if((k|0)==10)yw(1,37299);if(i){l=m;return}Cv(c[j>>2]|0);l=m;return}function Pf(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;i=l;l=l+48|0;h=i;c[b>>2]=27108;f=b+80|0;e=b+4|0;g=e+76|0;do{c[e>>2]=0;e=e+4|0}while((e|0)<(g|0));c[f>>2]=d;a[b+84>>0]=0;a[b+85>>0]=1;f=b+96|0;e=Ev(2097152)|0;c[f>>2]=e;c[b+92>>2]=e;c[b+100>>2]=e+2097152;d=16384;do{g=e+128|0;do{c[e>>2]=0;e=e+4|0}while((e|0)<(g|0));e=(c[f>>2]|0)+128|0;c[f>>2]=e;d=d+-1|0}while((d|0)!=0);d=b+108|0;f=Ev(262144)|0;c[d>>2]=f;c[b+104>>2]=f;c[b+112>>2]=f+262144;e=8192;do{c[f>>2]=0;c[f+4>>2]=0;c[f+8>>2]=0;c[f+12>>2]=0;c[f+16>>2]=0;c[f+20>>2]=0;c[f+24>>2]=0;c[f+28>>2]=0;f=(c[d>>2]|0)+32|0;c[d>>2]=f;e=e+-1|0}while((e|0)!=0);Qf(b+116|0);c[b+5544>>2]=0;c[b+5548>>2]=0;c[b+5552>>2]=0;Ua(h|0)|0;Va(h|0,2097152)|0;Za(b+88|0,h|0,66,b|0)|0;px(b+5564|0,0,2134272)|0;px(b+42684|0,-1,2048)|0;l=i;return}function Qf(b){b=b|0;var d=0,e=0,f=0,g=0;e=l;l=l+16|0;d=e;c[b+4>>2]=0;c[b+8>>2]=0;c[b>>2]=b+4;c[b+16>>2]=0;c[b+20>>2]=0;c[b+12>>2]=b+16;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=4;c[d>>2]=1266045003;a[d+4>>0]=0;Rf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37331]|0;a[d+1>>0]=a[37332]|0;a[d+2>>0]=a[37333]|0;a[d+3>>0]=a[37334]|0;a[d+4>>0]=a[37335]|0;a[d+5>>0]=0;Sf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37337]|0;a[d+1>>0]=a[37338]|0;a[d+2>>0]=a[37339]|0;a[d+3>>0]=a[37340]|0;a[d+4>>0]=a[37341]|0;a[d+5>>0]=0;Tf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37343]|0;a[d+1>>0]=a[37344]|0;a[d+2>>0]=a[37345]|0;a[d+3>>0]=a[37346]|0;a[d+4>>0]=a[37347]|0;a[d+5>>0]=0;Uf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37349]|0;a[d+1>>0]=a[37350]|0;a[d+2>>0]=a[37351]|0;a[d+3>>0]=a[37352]|0;a[d+4>>0]=a[37353]|0;a[d+5>>0]=0;Vf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37355]|0;a[d+1>>0]=a[37356]|0;a[d+2>>0]=a[37357]|0;a[d+3>>0]=a[37358]|0;a[d+4>>0]=a[37359]|0;a[d+5>>0]=0;Wf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37361]|0;a[d+1>>0]=a[37362]|0;a[d+2>>0]=a[37363]|0;a[d+3>>0]=a[37364]|0;a[d+4>>0]=a[37365]|0;a[d+5>>0]=0;Xf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37367]|0;a[d+1>>0]=a[37368]|0;a[d+2>>0]=a[37369]|0;a[d+3>>0]=a[37370]|0;a[d+4>>0]=a[37371]|0;a[d+5>>0]=0;Yf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=5;a[d>>0]=a[37373]|0;a[d+1>>0]=a[37374]|0;a[d+2>>0]=a[37375]|0;a[d+3>>0]=a[37376]|0;a[d+4>>0]=a[37377]|0;a[d+5>>0]=0;Zf(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=6;a[d>>0]=a[37379]|0;a[d+1>>0]=a[37380]|0;a[d+2>>0]=a[37381]|0;a[d+3>>0]=a[37382]|0;a[d+4>>0]=a[37383]|0;a[d+5>>0]=a[37384]|0;a[d+6>>0]=0;_f(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=6;a[d>>0]=a[37386]|0;a[d+1>>0]=a[37387]|0;a[d+2>>0]=a[37388]|0;a[d+3>>0]=a[37389]|0;a[d+4>>0]=a[37390]|0;a[d+5>>0]=a[37391]|0;a[d+6>>0]=0;$f(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=6;a[d>>0]=a[37393]|0;a[d+1>>0]=a[37394]|0;a[d+2>>0]=a[37395]|0;a[d+3>>0]=a[37396]|0;a[d+4>>0]=a[37397]|0;a[d+5>>0]=a[37398]|0;a[d+6>>0]=0;ag(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=6;a[d>>0]=a[37400]|0;a[d+1>>0]=a[37401]|0;a[d+2>>0]=a[37402]|0;a[d+3>>0]=a[37403]|0;a[d+4>>0]=a[37404]|0;a[d+5>>0]=a[37405]|0;a[d+6>>0]=0;bg(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=6;a[d>>0]=a[37407]|0;a[d+1>>0]=a[37408]|0;a[d+2>>0]=a[37409]|0;a[d+3>>0]=a[37410]|0;a[d+4>>0]=a[37411]|0;a[d+5>>0]=a[37412]|0;a[d+6>>0]=0;cg(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d+8>>2]=0;f=d+11|0;a[f>>0]=7;a[d>>0]=a[37414]|0;a[d+1>>0]=a[37415]|0;a[d+2>>0]=a[37416]|0;a[d+3>>0]=a[37417]|0;a[d+4>>0]=a[37418]|0;a[d+5>>0]=a[37419]|0;a[d+6>>0]=a[37420]|0;a[d+7>>0]=0;dg(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;f=d+11|0;a[f>>0]=8;g=d;c[g>>2]=1347441227;c[g+4>>2]=1347570550;a[d+8>>0]=0;eg(b,d);if((a[f>>0]|0)<0)Hv(c[d>>2]|0);g=d+4|0;c[g>>2]=0;c[g+4>>2]=0;g=d+11|0;a[g>>0]=3;a[d>>0]=a[37422]|0;a[d+1>>0]=a[37423]|0;a[d+2>>0]=a[37424]|0;a[d+3>>0]=0;fg(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);g=d+4|0;c[g>>2]=0;c[g+4>>2]=0;g=d+11|0;a[g>>0]=3;a[d>>0]=a[37426]|0;a[d+1>>0]=a[37427]|0;a[d+2>>0]=a[37428]|0;a[d+3>>0]=0;gg(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);g=d+4|0;c[g>>2]=0;c[g+4>>2]=0;g=d+11|0;a[g>>0]=3;a[d>>0]=a[37430]|0;a[d+1>>0]=a[37431]|0;a[d+2>>0]=a[37432]|0;a[d+3>>0]=0;hg(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;g=d+11|0;a[g>>0]=4;c[d>>2]=1266045003;a[d+4>>0]=0;ig(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;g=d+11|0;a[g>>0]=4;c[d>>2]=1266044491;a[d+4>>0]=0;jg(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;g=d+11|0;a[g>>0]=4;c[d>>2]=1266041419;a[d+4>>0]=0;kg(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;g=d+11|0;a[g>>0]=4;c[d>>2]=1266045515;a[d+4>>0]=0;lg(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;g=d+11|0;a[g>>0]=4;c[d>>2]=1266045259;a[d+4>>0]=0;mg(b,d);if((a[g>>0]|0)<0)Hv(c[d>>2]|0);c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=0;g=d+11|0;a[g>>0]=5;a[d>>0]=a[37331]|0;a[d+1>>0]=a[37332]|0;a[d+2>>0]=a[37333]|0;a[d+3>>0]=a[37334]|0;a[d+4>>0]=a[37335]|0;a[d+5>>0]=0;ng(b,d);if((a[g>>0]|0)>=0){l=e;return}Hv(c[d>>2]|0);l=e;return}function Rf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27608;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27608;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Sf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27588;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27588;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Tf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27568;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27568;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Uf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27548;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27548;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Vf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27528;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27528;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Wf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27508;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27508;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Xf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27488;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27488;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Yf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27468;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27468;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function Zf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27448;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27448;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function _f(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27428;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27428;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function $f(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27408;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27408;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function ag(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27388;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27388;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function bg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27368;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27368;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function cg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27348;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27348;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function dg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27328;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27328;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function eg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+5808|0;m=q+5368|0;n=q;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27308;p=a+12|0;px(n|0,0,5368)|0;Je(n,b,0,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+16|0;d=c[o>>2]|0;do if(d){g=a+16|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);j=a+20|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27308;px(n|0,0,5368)|0;Je(n,b,1,0,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+16|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[p>>2]>>2]|0;if(!e)e=d;else{c[p>>2]=e;e=c[f>>2]|0}Kc(c[a+16>>2]|0,e);a=a+20|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=q;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=q;return}function fg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27288;px(n|0,0,5368)|0;Je(n,b,0,1,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27288;px(n|0,0,5368)|0;Je(n,b,1,1,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function gg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27268;px(n|0,0,5368)|0;Je(n,b,0,1,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27268;px(n|0,0,5368)|0;Je(n,b,1,1,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function hg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27248;px(n|0,0,5368)|0;Je(n,b,0,1,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27248;px(n|0,0,5368)|0;Je(n,b,1,1,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function ig(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27228;px(n|0,0,5368)|0;Je(n,b,0,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27228;px(n|0,0,5368)|0;Je(n,b,1,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function jg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27208;px(n|0,0,5368)|0;Je(n,b,0,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27208;px(n|0,0,5368)|0;Je(n,b,1,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function kg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27188;px(n|0,0,5368)|0;Je(n,b,0,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27188;px(n|0,0,5368)|0;Je(n,b,1,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function lg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27168;px(n|0,0,5368)|0;Je(n,b,0,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27168;px(n|0,0,5368)|0;Je(n,b,1,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function mg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27148;px(n|0,0,5368)|0;Je(n,b,0,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27148;px(n|0,0,5368)|0;Je(n,b,1,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function ng(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+5808|0;m=p+5368|0;n=p;k=Ev(12)|0;c[k+4>>2]=0;c[k+8>>2]=1;c[k>>2]=27128;px(n|0,0,5368)|0;Je(n,b,0,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;o=a+4|0;d=c[o>>2]|0;do if(d){g=a+4|0;while(1){f=d+16|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(i>>>0<f>>>0|(i|0)==(f|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=5;break}}else{if(!(f>>>0<i>>>0|(f|0)==(i|0)&e>>>0<h>>>0)){j=10;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=9;break}else d=f}g=d;d=e}if((j|0)==5){e=d;f=d;break}else if((j|0)==9){e=d;break}else if((j|0)==10){e=d;f=g;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;j=d+16|0;c[j>>2]=h;c[j+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);j=a+8|0;c[j>>2]=(c[j>>2]|0)+1}j=d+24|0;d=c[j>>2]|0;c[j>>2]=k;if(d|0)ob[c[(c[d>>2]|0)+4>>2]&255](d);k=Ev(12)|0;c[k+4>>2]=1;c[k+8>>2]=0;c[k>>2]=27128;px(n|0,0,5368)|0;Je(n,b,1,2,m)|0;i=(c[n+5352>>2]|0)+8|0;h=c[i>>2]|0;i=c[i+4>>2]|0;d=c[o>>2]|0;do if(d){f=a+4|0;while(1){g=d+16|0;e=c[g>>2]|0;g=c[g+4>>2]|0;if(i>>>0<g>>>0|(i|0)==(g|0)&h>>>0<e>>>0){e=c[d>>2]|0;if(!e){j=22;break}else{f=d;d=e}}else{if(!(g>>>0<i>>>0|(g|0)==(i|0)&e>>>0<h>>>0)){j=27;break}f=d+4|0;e=c[f>>2]|0;if(!e){j=26;break}else d=e}}if((j|0)==22){e=d;f=d;break}else if((j|0)==26){e=d;break}else if((j|0)==27){e=d;break}}else{e=o;f=o}while(0);d=c[f>>2]|0;if(!d){d=Ev(32)|0;o=d+16|0;c[o>>2]=h;c[o+4>>2]=i;c[d+24>>2]=0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[f>>2]=d;e=c[c[a>>2]>>2]|0;if(!e)e=d;else{c[a>>2]=e;e=c[f>>2]|0}Kc(c[a+4>>2]|0,e);a=a+8|0;c[a>>2]=(c[a>>2]|0)+1}a=d+24|0;d=c[a>>2]|0;c[a>>2]=k;if(!d){l=p;return}ob[c[(c[d>>2]|0)+4>>2]&255](d);l=p;return}function og(a){a=a|0;Hv(a);return}function pg(a){a=a|0;Hv(a);return}function qg(a){a=a|0;Hv(a);return}function rg(a){a=a|0;Hv(a);return}function sg(a){a=a|0;Hv(a);return}function tg(a){a=a|0;Hv(a);return}function ug(a){a=a|0;Hv(a);return}function vg(a){a=a|0;Hv(a);return}function wg(a){a=a|0;Hv(a);return}function xg(a){a=a|0;Hv(a);return}function yg(a){a=a|0;Hv(a);return}function zg(a){a=a|0;Hv(a);return}function Ag(a){a=a|0;Hv(a);return}function Bg(a){a=a|0;Hv(a);return}function Cg(a){a=a|0;Hv(a);return}function Dg(a){a=a|0;Hv(a);return}function Eg(a){a=a|0;Hv(a);return}function Fg(a){a=a|0;Hv(a);return}function Gg(a){a=a|0;Hv(a);return}function Hg(a){a=a|0;Hv(a);return}function Ig(a){a=a|0;Hv(a);return}function Jg(a){a=a|0;Hv(a);return}function Kg(a){a=a|0;Hv(a);return}function Lg(a){a=a|0;Hv(a);return}function Mg(a){a=a|0;Hv(a);return}function Ng(b){b=b|0;var d=0;d=b+4|0;Bv(d);a[b+85>>0]=1;ob[c[(c[b>>2]|0)+8>>2]&255](b);Cv(d);return}function Og(b){b=b|0;var d=0,e=0,f=0,g=0;g=l;l=l+16|0;d=g;f=b+4|0;c[d>>2]=f;e=d+4|0;a[e>>0]=1;Bv(f);f=b+32|0;b=b+85|0;if(a[b>>0]|0){do wk(f,d);while((a[b>>0]|0)!=0);if(!(a[e>>0]|0)){l=g;return}}Cv(c[d>>2]|0);l=g;return}function Pg(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+32|0;m=q+16|0;n=q+12|0;o=q+24|0;p=q;k=b+4|0;e=c[b>>2]|0;if((c[k>>2]|0)!=(e|0)){f=c[e>>2]|0;e=f+4|0;c[m>>2]=e;g=m+4|0;a[g>>0]=1;Bv(e);i=f+32|0;f=f+85|0;if(a[f>>0]|0){do wk(i,m);while((a[f>>0]|0)!=0);if(a[g>>0]|0){e=c[m>>2]|0;j=6}}else j=6;if((j|0)==6)Cv(e);e=c[k>>2]|0;f=c[b>>2]|0;if((e|0)!=(f|0))do{g=c[e+-4>>2]|0;if(g){ob[c[(c[g>>2]|0)+4>>2]&255](g);e=c[k>>2]|0;f=c[b>>2]|0}e=e+-4|0;c[k>>2]=e}while((e|0)!=(f|0))}if(d|0){e=Ev(2139864)|0;Pf(e,0);c[e>>2]=26672;c[m>>2]=e;f=c[k>>2]|0;i=b+8|0;if(f>>>0<(c[i>>2]|0)>>>0){c[f>>2]=e;g=(c[k>>2]|0)+4|0;c[k>>2]=g;f=g}else{Qg(b,m);g=c[k>>2]|0;f=g}e=c[b>>2]|0;if(f-e>>2>>>0<d>>>0)do{g=Ev(2139840)|0;Pf(g,f-e>>2);c[m>>2]=g;e=c[k>>2]|0;if(e>>>0<(c[i>>2]|0)>>>0){c[e>>2]=g;g=(c[k>>2]|0)+4|0;c[k>>2]=g;f=g}else{Qg(b,m);g=c[k>>2]|0;f=g}e=c[b>>2]|0}while(f-e>>2>>>0<d>>>0);f=e;if((f|0)!=(g|0)){e=f;do{k=c[e>>2]|0;px(k+5564|0,0,2134272)|0;px(k+42684|0,-1,2048)|0;e=e+4|0}while((e|0)!=(g|0));e=c[b>>2]|0}b=c[e>>2]|0;c[b+2139860>>2]=0;c[b+2139856>>2]=32001;h[b+2139848>>3]=1.0};c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;b=p+11|0;a[b>>0]=4;c[p>>2]=1752392008;a[p+4>>0]=0;c[n>>2]=p;Jc(m,1103028,p,1172183,n,o);_g(1102880,~~+xh((c[m>>2]|0)+28|0)>>>0);if((a[b>>0]|0)>=0){l=q;return}Hv(c[p>>2]|0);l=q;return}function Qg(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0;h=a+4|0;j=c[a>>2]|0;k=(c[h>>2]|0)-j|0;g=k>>2;d=g+1|0;if(d>>>0>1073741823)Ut(a);l=a+8|0;f=(c[l>>2]|0)-j|0;e=f>>1;e=f>>2>>>0<536870911?(e>>>0<d>>>0?d:e):1073741823;do if(e)if(e>>>0>1073741823)Ia();else{i=Ev(e<<2)|0;break}else i=0;while(0);f=i+(g<<2)|0;c[f>>2]=c[b>>2];d=f+(0-g<<2)|0;if((k|0)>0)nx(d|0,j|0,k|0)|0;c[a>>2]=d;c[h>>2]=f+4;c[l>>2]=i+(e<<2);if(!j)return;Hv(j);return}function Rg(a){a=a|0;var b=0,d=0,e=0;b=c[a>>2]|0;d=c[a+4>>2]|0;if((b|0)!=(d|0)){do{e=c[b>>2]|0;px(e+5564|0,0,2134272)|0;px(e+42684|0,-1,2048)|0;b=b+4|0}while((b|0)!=(d|0));b=c[a>>2]|0}c[(c[b>>2]|0)+2139860>>2]=0;c[(c[b>>2]|0)+2139856>>2]=32001;h[(c[b>>2]|0)+2139848>>3]=1.0;return}function Sg(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0;v=l;l=l+4128|0;u=v+4112|0;s=v;r=v+4100|0;a[b+12>>0]=0;a[b+14>>0]=0;a[b+13>>0]=g&1;if((f|0)!=913920)Tg(913920,c[f>>2]|0,c[f+4>>2]|0);g=913936;h=f+16|0;i=g+88|0;do{c[g>>2]=c[h>>2];g=g+4|0;h=h+4|0}while((g|0)<(i|0));c[u>>2]=0;t=u+4|0;c[t>>2]=0;c[u+8>>2]=0;m=de(d,s)|0;c[s+4096>>2]=m;if((s|0)!=(m|0)){n=f+4|0;o=u+8|0;k=s;do{g=c[f>>2]|0;i=c[n>>2]|0;if((g|0)!=(i|0)){j=c[k>>2]|0;h=0;do{h=((c[g>>2]|0)==(j|0)&1)+h|0;g=g+4|0}while((g|0)!=(i|0));if(h|0)p=10}else p=10;do if((p|0)==10){p=0;g=c[t>>2]|0;if(g>>>0<(c[o>>2]|0)>>>0){h=c[k>>2]|0;c[g>>2]=-32001;c[g+4>>2]=-32001;c[g+8>>2]=0;c[g+12>>2]=0;i=Ev(4)|0;c[g+20>>2]=i;j=i+4|0;c[g+28>>2]=j;c[i>>2]=h;c[g+24>>2]=j;c[t>>2]=g+32;break}else{Ug(u,k);break}}while(0);k=k+8|0}while((k|0)!=(m|0))}g=c[e>>2]|0;if(g|0?(f=b+16|0,c[e>>2]=0,q=c[f>>2]|0,c[f>>2]=g,q|0):0){f=q+4|0;h=c[f>>2]|0;o=q+16|0;g=c[o>>2]|0;i=h+(g>>>4<<2)|0;e=q+8|0;k=c[e>>2]|0;m=k;n=h;if((k|0)==(h|0)){g=0;j=0;k=q+20|0}else{k=q+20|0;j=(c[k>>2]|0)+g|0;g=(c[i>>2]|0)+((g&15)*432|0)|0;j=(c[h+(j>>>4<<2)>>2]|0)+((j&15)*432|0)|0}a:while(1){do{if((g|0)==(j|0))break a;g=g+432|0}while((g-(c[i>>2]|0)|0)!=6912);g=i+4|0;i=g;g=c[g>>2]|0}c[k>>2]=0;g=m-n>>2;if(g>>>0>2)do{Hv(c[h>>2]|0);h=(c[f>>2]|0)+4|0;c[f>>2]=h;g=(c[e>>2]|0)-h>>2}while(g>>>0>2);switch(g|0){case 1:{g=8;p=27;break}case 2:{g=16;p=27;break}default:{}}if((p|0)==27)c[o>>2]=g;g=c[f>>2]|0;h=c[e>>2]|0;if((g|0)!=(h|0)){do{Hv(c[g>>2]|0);g=g+4|0}while((g|0)!=(h|0));g=c[f>>2]|0;h=c[e>>2]|0;if((h|0)!=(g|0))c[e>>2]=h+(~((h+-4-g|0)>>>2)<<2)}g=c[q>>2]|0;if(g|0)Hv(g);Hv(q)}o=b+16|0;g=c[o>>2]|0;i=c[g+20>>2]|0;h=c[g+16>>2]|0;j=i+-1+h|0;g=c[g+4>>2]|0;nx(s|0,(c[g+(j>>>4<<2)>>2]|0)+((j&15)*432|0)|0,432)|0;j=c[b>>2]|0;f=c[b+4>>2]|0;if((j|0)!=(f|0)){k=d+5356|0;m=d+5364|0;n=r+11|0;g=j;do{h=c[g>>2]|0;c[h+152>>2]=0;qa(h+168|0,0,0,5);qa(h+160|0,0,0,5);c[h+5560>>2]=0;c[h+5556>>2]=0;i=h+5544|0;if((i|0)!=(u|0))Vg(i,c[u>>2]|0,c[t>>2]|0);ue(r,d);p=c[o>>2]|0;q=(c[p+20>>2]|0)+-1+(c[p+16>>2]|0)|0;Ae(h+176|0,r,(a[k>>0]|0)!=0,c[m>>2]|0,(c[(c[p+4>>2]|0)+(q>>>4<<2)>>2]|0)+((q&15)*432|0)|0,h)|0;if((a[n>>0]|0)<0)Hv(c[r>>2]|0);g=g+4|0}while((g|0)!=(f|0));g=c[o>>2]|0;i=c[g+20>>2]|0;h=c[g+16>>2]|0;g=c[g+4>>2]|0}r=i+-1+h|0;nx((c[g+(r>>>4<<2)>>2]|0)+((r&15)*432|0)|0,s|0,432)|0;s=c[c[b>>2]>>2]|0;g=s+4|0;Bv(g);a[s+85>>0]=1;ob[c[(c[s>>2]|0)+8>>2]&255](s);Cv(g);g=c[u>>2]|0;if(!g){l=v;return}h=c[t>>2]|0;if((h|0)!=(g|0)){do{i=h+-32|0;c[t>>2]=i;j=c[h+-12>>2]|0;if(!j)h=i;else{h=h+-8|0;i=c[h>>2]|0;if((i|0)!=(j|0))c[h>>2]=i+(~((i+-4-j|0)>>>2)<<2);Hv(j);h=c[t>>2]|0}}while((h|0)!=(g|0));g=c[u>>2]|0}Hv(g);l=v;return}function Tg(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;j=d;h=b;i=j-h|0;g=i>>2;k=a+8|0;e=c[k>>2]|0;m=c[a>>2]|0;l=m;if(g>>>0<=e-m>>2>>>0){i=a+4|0;f=(c[i>>2]|0)-m>>2;a=g>>>0>f>>>0;g=a?b+(f<<2)|0:d;f=g;e=f-h|0;d=e>>2;if(d|0)ox(m|0,b|0,e|0)|0;d=l+(d<<2)|0;if(a){e=j-f|0;if((e|0)<=0)return;nx(c[i>>2]|0,g|0,e|0)|0;c[i>>2]=(c[i>>2]|0)+(e>>>2<<2);return}else{e=c[i>>2]|0;if((e|0)==(d|0))return;c[i>>2]=e+(~((e+-4-d|0)>>>2)<<2);return}}f=m;if(m){e=a+4|0;d=c[e>>2]|0;if((d|0)!=(l|0))c[e>>2]=d+(~((d+-4-m|0)>>>2)<<2);Hv(f);c[k>>2]=0;c[e>>2]=0;c[a>>2]=0;e=0}if(g>>>0>1073741823)Ut(a);m=e>>1;e=e>>2>>>0<536870911?(m>>>0<g>>>0?g:m):1073741823;if(e>>>0>1073741823)Ut(a);d=Ev(e<<2)|0;f=a+4|0;c[f>>2]=d;c[a>>2]=d;c[k>>2]=d+(e<<2);if((i|0)<=0)return;nx(d|0,b|0,i|0)|0;c[f>>2]=d+(i>>>2<<2);return}function Ug(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;n=a+4|0;i=c[n>>2]|0;e=c[a>>2]|0;k=i-e>>5;f=k+1|0;d=e;g=i;if(f>>>0>134217727)Ut(a);m=a+8|0;l=(c[m>>2]|0)-e|0;h=l>>4;h=l>>5>>>0<67108863?(h>>>0<f>>>0?f:h):134217727;do if(h)if(h>>>0>134217727)Ia();else{j=Ev(h<<5)|0;break}else j=0;while(0);e=j+(k<<5)|0;f=e;l=j+(h<<5)|0;o=c[b>>2]|0;c[e>>2]=-32001;c[j+(k<<5)+4>>2]=-32001;c[j+(k<<5)+8>>2]=0;c[j+(k<<5)+12>>2]=0;b=Ev(4)|0;c[j+(k<<5)+20>>2]=b;h=b+4|0;c[j+(k<<5)+28>>2]=h;c[b>>2]=o;c[j+(k<<5)+24>>2]=h;h=e+32|0;if((g|0)!=(d|0)){do{k=e+-32|0;j=g;g=g+-32|0;c[k>>2]=c[g>>2];c[k+4>>2]=c[g+4>>2];c[k+8>>2]=c[g+8>>2];c[k+12>>2]=c[g+12>>2];c[k+16>>2]=c[g+16>>2];k=e+-12|0;o=j+-12|0;c[k>>2]=0;b=e+-8|0;c[b>>2]=0;c[e+-4>>2]=0;c[k>>2]=c[o>>2];k=j+-8|0;c[b>>2]=c[k>>2];j=j+-4|0;c[e+-4>>2]=c[j>>2];c[j>>2]=0;c[k>>2]=0;c[o>>2]=0;e=f+-32|0;f=e}while((g|0)!=(d|0));i=c[a>>2]|0;d=c[n>>2]|0}c[a>>2]=f;c[n>>2]=h;c[m>>2]=l;h=i;if((d|0)!=(h|0))do{e=c[d+-12>>2]|0;if(e|0){f=d+-8|0;g=c[f>>2]|0;if((g|0)!=(e|0))c[f>>2]=g+(~((g+-4-e|0)>>>2)<<2);Hv(e)}d=d+-32|0}while((d|0)!=(h|0));if(!i)return;Hv(i);return}function Vg(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0;i=d-b>>5;k=a+8|0;e=c[k>>2]|0;f=c[a>>2]|0;j=f;if(i>>>0>e-f>>5>>>0){if(f){h=a+4|0;e=c[h>>2]|0;if((e|0)==(j|0))e=f;else{f=e;while(1){e=f+-32|0;c[h>>2]=e;g=c[f+-12>>2]|0;if(g){e=f+-8|0;f=c[e>>2]|0;if((f|0)!=(g|0))c[e>>2]=f+(~((f+-4-g|0)>>>2)<<2);Hv(g);e=c[h>>2]|0}if((e|0)==(j|0))break;else f=e}e=c[a>>2]|0}Hv(e);c[k>>2]=0;c[h>>2]=0;c[a>>2]=0;e=0}if(i>>>0>134217727)Ut(a);l=e>>4;e=e>>5>>>0<67108863?(l>>>0<i>>>0?i:l):134217727;if(e>>>0>134217727)Ut(a);f=Ev(e<<5)|0;l=a+4|0;c[l>>2]=f;c[a>>2]=f;c[k>>2]=f+(e<<5);if((b|0)==(d|0))return;while(1){c[f>>2]=c[b>>2];c[f+4>>2]=c[b+4>>2];c[f+8>>2]=c[b+8>>2];c[f+12>>2]=c[b+12>>2];c[f+16>>2]=c[b+16>>2];k=f+20|0;g=b+20|0;c[k>>2]=0;a=f+24|0;c[a>>2]=0;c[f+28>>2]=0;i=b+24|0;e=(c[i>>2]|0)-(c[g>>2]|0)|0;h=e>>2;if(h|0){if(h>>>0>1073741823){e=38;break}j=Ev(e)|0;c[a>>2]=j;c[k>>2]=j;c[f+28>>2]=j+(h<<2);f=c[g>>2]|0;e=(c[i>>2]|0)-f|0;if((e|0)>0){nx(j|0,f|0,e|0)|0;c[a>>2]=j+(e>>>2<<2)}}b=b+32|0;f=(c[l>>2]|0)+32|0;c[l>>2]=f;if((b|0)==(d|0)){e=42;break}}if((e|0)==38)Ut(k);else if((e|0)==42)return}else{l=a+4|0;g=(c[l>>2]|0)-f>>5;h=i>>>0>g>>>0;i=b+(g<<5)|0;g=h?i:d;if((g|0)!=(b|0)){f=b;e=j;do{c[e>>2]=c[f>>2];c[e+4>>2]=c[f+4>>2];c[e+8>>2]=c[f+8>>2];c[e+12>>2]=c[f+12>>2];c[e+16>>2]=c[f+16>>2];if((e|0)!=(f|0))Tg(e+20|0,c[f+20>>2]|0,c[f+24>>2]|0);f=f+32|0;e=e+32|0}while((f|0)!=(g|0));j=e}if(!h){e=c[l>>2]|0;if((e|0)==(j|0))return;do{f=e+-32|0;c[l>>2]=f;g=c[e+-12>>2]|0;if(!g)e=f;else{e=e+-8|0;f=c[e>>2]|0;if((f|0)!=(g|0))c[e>>2]=f+(~((f+-4-g|0)>>>2)<<2);Hv(g);e=c[l>>2]|0}}while((e|0)!=(j|0));return}if((g|0)==(d|0))return;f=c[l>>2]|0;while(1){c[f>>2]=c[i>>2];c[f+4>>2]=c[i+4>>2];c[f+8>>2]=c[i+8>>2];c[f+12>>2]=c[i+12>>2];c[f+16>>2]=c[i+16>>2];k=f+20|0;g=i+20|0;c[k>>2]=0;b=f+24|0;c[b>>2]=0;c[f+28>>2]=0;j=i+24|0;e=(c[j>>2]|0)-(c[g>>2]|0)|0;h=e>>2;if(h|0){if(h>>>0>1073741823){e=11;break}a=Ev(e)|0;c[b>>2]=a;c[k>>2]=a;c[f+28>>2]=a+(h<<2);f=c[g>>2]|0;e=(c[j>>2]|0)-f|0;if((e|0)>0){nx(a|0,f|0,e|0)|0;c[b>>2]=a+(e>>>2<<2)}}i=i+32|0;f=(c[l>>2]|0)+32|0;c[l>>2]=f;if((i|0)==(d|0)){e=42;break}}if((e|0)==11)Ut(k);else if((e|0)==42)return}}function Wg(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[275718]=d;c[275717]=d;c[275719]=d+96;Mv(d,g);d=(c[275718]|0)+12|0;c[275718]=d;Mv(d,p);d=(c[275718]|0)+12|0;c[275718]=d;Mv(d,i);d=(c[275718]|0)+12|0;c[275718]=d;Mv(d,k);d=(c[275718]|0)+12|0;c[275718]=d;Mv(d,n);d=g+60|0;e=(c[275718]|0)+12|0;c[275718]=e;Mv(e,d);e=g+72|0;s=(c[275718]|0)+12|0;c[275718]=s;Mv(s,e);s=(c[275718]|0)+12|0;c[275718]=s;Mv(s,b);c[275718]=(c[275718]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function Xg(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0.0,n=0.0,o=0,p=0,q=0,r=0.0,s=0.0,t=0,u=0,v=0,w=0,x=0,y=0,C=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0.0;I=l;l=l+32|0;E=I+16|0;F=I+12|0;G=I+24|0;H=I;g=Ev(32)|0;c[H>>2]=g;c[H+8>>2]=-2147483616;c[H+4>>2]=21;h=g;i=39538;j=h+21|0;do{a[h>>0]=a[i>>0]|0;h=h+1|0;i=i+1|0}while((h|0)<(j|0));a[g+21>>0]=0;c[F>>2]=H;Jc(E,1103028,H,1172184,F,G);s=+xh((c[E>>2]|0)+28|0);y=~~s>>>0;C=+B(s)>=1.0?(s>0.0?~~+P(+A(s/4294967296.0),4294967295.0)>>>0:~~+N((s-+(~~s>>>0))/4294967296.0)>>>0):0;if((a[H+11>>0]|0)<0)Hv(c[H>>2]|0);g=Ev(16)|0;c[H>>2]=g;c[H+8>>2]=-2147483632;c[H+4>>2]=13;h=g;i=39524;j=h+13|0;do{a[h>>0]=a[i>>0]|0;h=h+1|0;i=i+1|0}while((h|0)<(j|0));a[g+13>>0]=0;c[F>>2]=H;Jc(E,1103028,H,1172184,F,G);s=+xh((c[E>>2]|0)+28|0);w=~~s>>>0;x=+B(s)>=1.0?(s>0.0?~~+P(+A(s/4294967296.0),4294967295.0)>>>0:~~+N((s-+(~~s>>>0))/4294967296.0)>>>0):0;if((a[H+11>>0]|0)<0)Hv(c[H>>2]|0);g=H+11|0;a[g>>0]=10;h=H;i=39560;j=h+10|0;do{a[h>>0]=a[i>>0]|0;h=h+1|0;i=i+1|0}while((h|0)<(j|0));a[H+10>>0]=0;c[F>>2]=H;Jc(E,1103028,H,1172184,F,G);s=+xh((c[E>>2]|0)+28|0);o=~~s>>>0;p=+B(s)>=1.0?(s>0.0?~~+P(+A(s/4294967296.0),4294967295.0)>>>0:~~+N((s-+(~~s>>>0))/4294967296.0)>>>0):0;if((a[g>>0]|0)<0)Hv(c[H>>2]|0);c[H>>2]=0;c[H+4>>2]=0;c[H+8>>2]=0;g=H+11|0;a[g>>0]=9;h=H;i=39571;j=h+9|0;do{a[h>>0]=a[i>>0]|0;h=h+1|0;i=i+1|0}while((h|0)<(j|0));a[H+9>>0]=0;c[F>>2]=H;Jc(E,1103028,H,1172184,F,G);s=+xh((c[E>>2]|0)+28|0);j=~~s>>>0;k=+B(s)>=1.0?(s>0.0?~~+P(+A(s/4294967296.0),4294967295.0)>>>0:~~+N((s-+(~~s>>>0))/4294967296.0)>>>0):0;if((a[g>>0]|0)<0)Hv(c[H>>2]|0);if((j|0)==0&(k|0)==0)i=d+16+(e<<3)|0;else{h=b;g=c[h>>2]|0;h=c[h+4>>2]|0;i=d+16+(e<<3)|0;if((g|0)==0&(h|0)==0){g=i;g=gx(c[g>>2]|0,c[g+4>>2]|0,j|0,k|0)|0;h=z;v=b;c[v>>2]=g;c[v+4>>2]=h}v=i;c[v>>2]=g;c[v+4>>2]=h;v=d+32+(e<<3)|0;u=v;u=gx(c[u>>2]|0,c[u+4>>2]|0,j|0,k|0)|0;c[v>>2]=u;c[v+4>>2]=z;v=d+48|0;c[v>>2]=j;c[v+4>>2]=k}u=d+64|0;j=c[u+4>>2]|0;h=b+8|0;c[h>>2]=c[u>>2];c[h+4>>2]=j;h=i;j=c[h>>2]|0;h=c[h+4>>2]|0;u=(h|0)<(C|0)|(h|0)==(C|0)&j>>>0<y>>>0;j=u?y:j;h=u?C:h;u=b+24|0;v=u;c[v>>2]=j;c[v+4>>2]=h;v=b+16|0;g=v;c[g>>2]=j;c[g+4>>2]=h;g=c[d+72>>2]|0;if((g|0)!=0&(g|0)<50){if((g|0)>=1)q=16}else{g=50;q=16}if((q|0)==16){t=d+32+(e<<3)|0;r=(+(o>>>0)+4294967296.0*+(p|0))*(+D(+(+L(+((+(f|0)+-64.5)/6.85))+1.0),-.171)+2.2250738585072014e-308)/100.0;s=r*7.3;e=h;q=j;d=h;o=j;p=1;while(1){h=i;J=c[h>>2]|0;h=c[h+4>>2]|0;j=t;k=p+-1|0;k=gx(c[j>>2]|0,c[j+4>>2]|0,k|0,((k|0)<0)<<31>>31|0)|0;j=z;b=((p|0)<40?p:40)+2|0;b=gx(b|0,((b|0)<0)<<31>>31|0,w|0,x|0)|0;b=bx(J|0,h|0,b|0,z|0)|0;j=ax(b|0,z|0,k|0,j|0)|0;k=z;b=(k|0)>0|(k|0)==0&j>>>0>0;j=b?j:0;k=b?k:0;b=(p|0)>1;if(b){m=0.0;h=1;do{m=m+(+D(+(+L(+((+((h<<1)+f|0)+-64.5)/6.85))+1.0),-.171)+2.2250738585072014e-308);h=h+1|0}while((h|0)!=(p|0))}else m=0.0;n=r+m;K=r/n;m=(r+m*0.0)/n;n=+(j>>>0)+4294967296.0*+(k|0);m=n*(m<K?m:K);j=ax(~~m>>>0|0,(+B(m)>=1.0?(m>0.0?~~+P(+A(m/4294967296.0),4294967295.0)>>>0:~~+N((m-+(~~m>>>0))/4294967296.0)>>>0):0)|0,y|0,C|0)|0;k=z;if(b){m=0.0;h=1;do{m=m+(+D(+(+L(+((+((h<<1)+f|0)+-64.5)/6.85))+1.0),-.171)+2.2250738585072014e-308);h=h+1|0}while((h|0)!=(p|0))}else m=0.0;K=s/(s+m);m=(r+m*.34)/(r+m);K=n*(m<K?m:K);h=ax(~~K>>>0|0,(+B(K)>=1.0?(K>0.0?~~+P(+A(K/4294967296.0),4294967295.0)>>>0:~~+N((K-+(~~K>>>0))/4294967296.0)>>>0):0)|0,y|0,C|0)|0;J=z;b=(e|0)<(k|0)|(e|0)==(k|0)&q>>>0<j>>>0;q=b?q:j;e=b?e:k;b=v;c[b>>2]=q;c[b+4>>2]=e;b=(d|0)<(J|0)|(d|0)==(J|0)&o>>>0<h>>>0;o=b?o:h;d=b?d:J;J=u;c[J>>2]=o;c[J+4>>2]=d;if((p|0)==(g|0))break;else p=p+1|0}};c[H>>2]=0;c[H+4>>2]=0;c[H+8>>2]=0;J=H+11|0;a[J>>0]=6;a[H>>0]=a[39491]|0;a[H+1>>0]=a[39492]|0;a[H+2>>0]=a[39493]|0;a[H+3>>0]=a[39494]|0;a[H+4>>0]=a[39495]|0;a[H+5>>0]=a[39496]|0;a[H+6>>0]=0;c[F>>2]=H;Jc(E,1103028,H,1172184,F,G);g=+xh((c[E>>2]|0)+28|0)!=0.0;if((a[J>>0]|0)<0)Hv(c[H>>2]|0);if(!g){l=I;return}H=v;J=c[H>>2]|0;H=c[H+4>>2]|0;G=ex(J|0,H|0,4,0)|0;H=ax(G|0,z|0,J|0,H|0)|0;J=v;c[J>>2]=H;c[J+4>>2]=z;l=I;return}function Yg(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[275725]=d;c[275724]=d;c[275726]=d+96;Mv(d,g);d=(c[275725]|0)+12|0;c[275725]=d;Mv(d,p);d=(c[275725]|0)+12|0;c[275725]=d;Mv(d,i);d=(c[275725]|0)+12|0;c[275725]=d;Mv(d,k);d=(c[275725]|0)+12|0;c[275725]=d;Mv(d,n);d=g+60|0;e=(c[275725]|0)+12|0;c[275725]=e;Mv(e,d);e=g+72|0;s=(c[275725]|0)+12|0;c[275725]=s;Mv(s,e);s=(c[275725]|0)+12|0;c[275725]=s;Mv(s,b);c[275725]=(c[275725]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function Zg(c,f,g,h,i,j,k,l){c=c|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;l=l|0;var m=0;m=jx(f|0,g|0,48)|0;g=z|0?1:(m|0)!=(e[c>>1]|0);if((k|0)!=0|g)b[c+2>>1]=k;f=c+9|0;if(!g?!((i|0)==3?1:((a[f>>0]|0)+-4|0)<(j|0)):0)return;b[c>>1]=m;b[c+4>>1]=h;b[c+6>>1]=l;a[c+8>>0]=d[1102892]|i;a[f>>0]=j;return}function _g(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0;g=l;l=l+16|0;e=g;c[a>>2]=b<<15&134184960;h=a+8|0;Lh(c[h>>2]|0);f=c[a>>2]<<5;d=Kh(f+63|0)|0;c[h>>2]=d;if(!d){h=$g(cm($g(1104020,38606)|0,b)|0,38626)|0;Ql(e,h+(c[(c[h>>2]|0)+-12>>2]|0)|0);g=qn(e,1104724)|0;g=eb[c[(c[g>>2]|0)+28>>2]&63](g,10)|0;rn(e);gm(h,g)|0;Wl(h)|0;Qa(1)}else{h=d+63&-64;c[a+4>>2]=h;px(h|0,0,f|0)|0;l=g;return}}function $g(a,b){a=a|0;b=b|0;return mc(a,b,bj(b)|0)|0}function ah(a){a=a|0;px(c[a+4>>2]|0,0,c[a>>2]<<5|0)|0;return}function bh(e,f,g,h){e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0;o=c[e+4>>2]|0;gx(c[e>>2]|0,0,f|0,0)|0;p=z;m=o+(p<<5)|0;k=jx(f|0,g|0,48)|0;f=b[m>>1]|0;g=f<<16>>16==0;if(!(g|(f&65535|0)==(k|0))){j=o+(p<<5)+10|0;f=b[j>>1]|0;g=f<<16>>16==0;if(!(g|(f&65535|0)==(k|0))){g=o+(p<<5)+20|0;f=b[g>>1]|0;i=f<<16>>16==0;if(i|(f&65535|0)==(k|0)){l=2;n=g;m=g;k=i}else{n=(d[e+12>>0]|0)+259|0;e=((a[o+(p<<5)+9>>0]|0)-(n-(d[o+(p<<5)+8>>0]|0)<<1&504)|0)>((a[o+(p<<5)+19>>0]|0)-(n-(d[o+(p<<5)+18>>0]|0)<<1&504)|0)?j:m;e=((a[e+9>>0]|0)-(n-(d[e+8>>0]|0)<<1&504)|0)>((a[o+(p<<5)+29>>0]|0)-(n-(d[o+(p<<5)+28>>0]|0)<<1&504)|0)?g:e;p=0;a[h>>0]=p;return e|0}}else{l=1;n=j;m=j;k=g}}else{l=0;n=m;k=g}i=o+(p<<5)+(l*10|0)+8|0;j=a[i>>0]|0;g=a[e+12>>0]|0;if(!(k|(j&-4)<<24>>24==g<<24>>24)){a[i>>0]=j&3|g;f=b[n>>1]|0}e=m;p=f<<16>>16!=0&1;a[h>>0]=p;return e|0}function ch(b){b=b|0;var d=0,e=0,f=0;f=c[b+4>>2]|0;e=a[b+12>>0]|0;b=0;d=0;do{b=((a[f+(d<<5)+28>>0]&-4)<<24>>24==e<<24>>24&1)+(((a[f+(d<<5)+18>>0]&-4)<<24>>24==e<<24>>24&1)+(((a[f+(d<<5)+8>>0]&-4)<<24>>24==e<<24>>24&1)+b))|0;d=d+1|0}while((d|0)!=333);return b|0}function dh(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;f=r;c[f>>2]=0;c[f+4>>2]=0;c[f+8>>2]=0;g=f+11|0;a[g>>0]=5;a[f>>0]=a[39336]|0;a[f+1>>0]=a[39337]|0;a[f+2>>0]=a[39338]|0;a[f+3>>0]=a[39339]|0;a[f+4>>0]=a[39340]|0;a[f+5>>0]=0;o=f+12|0;c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;p=o+11|0;a[p>>0]=8;h=o;c[h>>2]=1702259047;c[h+4>>2]=2036430689;a[f+20>>0]=0;h=f+24|0;c[h>>2]=0;c[h+4>>2]=0;c[h+8>>2]=0;i=h+11|0;a[i>>0]=6;a[h>>0]=a[39342]|0;a[h+1>>0]=a[39343]|0;a[h+2>>0]=a[39344]|0;a[h+3>>0]=a[39345]|0;a[h+4>>0]=a[39346]|0;a[h+5>>0]=a[39347]|0;a[h+6>>0]=0;j=f+36|0;k=j+11|0;a[k>>0]=10;d=j;e=39349;q=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[j+10>>0]=0;m=f+48|0;c[m>>2]=0;c[m+4>>2]=0;c[m+8>>2]=0;n=m+11|0;a[n>>0]=5;a[m>>0]=a[39360]|0;a[m+1>>0]=a[39361]|0;a[m+2>>0]=a[39362]|0;a[m+3>>0]=a[39363]|0;a[m+4>>0]=a[39364]|0;a[m+5>>0]=0;b=Ev(16)|0;c[f+60>>2]=b;c[f+68>>2]=-2147483632;c[f+64>>2]=13;d=b;e=39366;q=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+13>>0]=0;b=Ev(16)|0;c[f+72>>2]=b;c[f+80>>2]=-2147483632;c[f+76>>2]=11;d=b;e=39380;q=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+11>>0]=0;b=f+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;q=b+11|0;a[q>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[275728]=d;c[275727]=d;c[275729]=d+96;Mv(d,f);d=(c[275728]|0)+12|0;c[275728]=d;Mv(d,o);d=(c[275728]|0)+12|0;c[275728]=d;Mv(d,h);d=(c[275728]|0)+12|0;c[275728]=d;Mv(d,j);d=(c[275728]|0)+12|0;c[275728]=d;Mv(d,m);d=f+60|0;e=(c[275728]|0)+12|0;c[275728]=e;Mv(e,d);e=f+72|0;s=(c[275728]|0)+12|0;c[275728]=s;Mv(s,e);s=(c[275728]|0)+12|0;c[275728]=s;Mv(s,b);c[275728]=(c[275728]|0)+12;if((a[q>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[n>>0]|0)<0)Hv(c[m>>2]|0);if((a[k>>0]|0)<0)Hv(c[j>>2]|0);if((a[i>>0]|0)<0)Hv(c[h>>2]|0);if((a[p>>0]|0)<0)Hv(c[o>>2]|0);if((a[g>>0]|0)<0)Hv(c[f>>2]|0);b=Ev(64)|0;c[275730]=b;c[275732]=-2147483584;c[275731]=56;d=b;e=38654;q=d+56|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+56>>0]=0;b=Ev(64)|0;c[275733]=b;c[275735]=-2147483584;c[275734]=56;d=b;e=38654;q=d+56|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+56>>0]=0;b=Ev(64)|0;c[275736]=b;c[275738]=-2147483584;c[275737]=56;d=b;e=38654;q=d+56|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+56>>0]=0;b=Ev(64)|0;c[275739]=b;c[275741]=-2147483584;c[275740]=58;d=b;e=38711;q=d+58|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+58>>0]=0;b=Ev(80)|0;c[275742]=b;c[275744]=-2147483568;c[275743]=74;d=b;e=38770;q=d+74|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+74>>0]=0;b=Ev(64)|0;c[275745]=b;c[275747]=-2147483584;c[275746]=56;d=b;e=38654;q=d+56|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+56>>0]=0;b=Ev(48)|0;c[275748]=b;c[275750]=-2147483600;c[275749]=39;d=b;e=38845;q=d+39|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+39>>0]=0;b=Ev(64)|0;c[275751]=b;c[275753]=-2147483584;c[275752]=60;d=b;e=38885;q=d+60|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(q|0));a[b+60>>0]=0;l=r;return}function eh(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0;H=l;l=l+352|0;y=H;w=H+332|0;v=H+328|0;t=H+316|0;u=H+304|0;s=H+292|0;r=H+280|0;q=H+268|0;G=H+256|0;E=H+244|0;F=H+104|0;if((a[914096]|0)==0?Yw(914096)|0:0){g=Ev(24)|0;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;c[g+12>>2]=0;c[g+16>>2]=0;c[g+20>>2]=0;h=g+20|0;fh(g,1);f=c[h>>2]|0;d=c[g+4>>2]|0;e=(c[g+16>>2]|0)+f|0;if((c[g+8>>2]|0)==(d|0))d=0;else d=(c[d+(e>>>4<<2)>>2]|0)+((e&15)*432|0)|0;px(d|0,0,432)|0;c[h>>2]=f+1;c[275754]=g}if((a[914104]|0)==0?Yw(914104)|0:0){D=Ev(2139856)|0;c[D+4>>2]=0;c[D+8>>2]=0;c[D>>2]=27628;C=D+16|0;Pf(C,0);c[275755]=C;c[275756]=D}if(!(a[1172185]|0)){C=c[275754]|0;D=(c[C+20>>2]|0)+-1+(c[C+16>>2]|0)|0;Ae(914112,1102920,0,0,(c[(c[C+4>>2]|0)+(D>>>4<<2)>>2]|0)+((D&15)*432|0)|0,c[275755]|0)|0;a[1172185]=1};c[G>>2]=0;c[G+4>>2]=0;c[G+8>>2]=0;c[E>>2]=0;c[E+4>>2]=0;c[E+8>>2]=0;e=bj(b)|0;if(e>>>0>4294967279)Kv(E);if(e>>>0<11){a[E+11>>0]=e;if(!e)d=E;else{d=E;x=16}}else{x=e+16&-16;d=Ev(x)|0;c[E>>2]=d;c[E+8>>2]=x|-2147483648;c[E+4>>2]=e;x=16}if((x|0)==16)nx(d|0,b|0,e|0)|0;a[d+e>>0]=0;A=F+8|0;c[F>>2]=2580;B=F+60|0;c[B>>2]=2600;c[F+4>>2]=0;Ol(F+60|0,A);c[F+132>>2]=0;c[F+136>>2]=-1;c[F>>2]=17372;c[F+60>>2]=17392;Tl(A);c[A>>2]=10708;C=F+40|0;c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;c[C+12>>2]=0;c[F+56>>2]=8;sc(A,E);D=G+11|0;if((a[D>>0]|0)<0){a[c[G>>2]>>0]=0;f=G+4|0;c[f>>2]=0}else{a[G>>0]=0;a[D>>0]=0;f=G+4|0}e=F+(c[(c[F>>2]|0)+-12>>2]|0)+4|0;c[e>>2]=c[e>>2]|4096;Xc(F,G)|0;e=a[D>>0]|0;d=c[f>>2]|0;if(((e<<24>>24<0?d:e&255)|0)==4)if(!(dw(G,0,-1,38946,4)|0))x=29;else{d=c[f>>2]|0;e=a[D>>0]|0;x=23}else x=23;a:do if((x|0)==23){if(((e<<24>>24<0?d:e&255)|0)==4){if(!(dw(G,0,-1,38951,4)|0)){x=29;break}e=a[D>>0]|0;d=c[f>>2]|0}if((((e<<24>>24<0?d:e&255)|0)==9?(dw(G,0,-1,38956,9)|0)==0:0)?a[1102850]&1:0){x=29;break}e=a[D>>0]|0;d=c[f>>2]|0;do if(((e<<24>>24<0?d:e&255)|0)==9)if(!(dw(G,0,-1,38956,9)|0)){a[1102849]=0;break a}else{e=a[D>>0]|0;d=c[f>>2]|0;break}while(0);do if(((e<<24>>24<0?d:e&255)|0)==3){if(dw(G,0,-1,38966,3)|0){e=a[D>>0]|0;d=c[f>>2]|0;break}s=mc(Zc(1103852,0)|0,38970,8)|0;Wc(w,1);v=w+11|0;u=a[v>>0]|0;t=u<<24>>24<0;u=mc(Gh(mc(mc(s,t?c[w>>2]|0:w,t?c[w+4>>2]|0:u&255)|0,38979,1)|0,1103028)|0,38981,6)|0;Ql(y,u+(c[(c[u>>2]|0)+-12>>2]|0)|0);t=qn(y,1104724)|0;t=eb[c[(c[t>>2]|0)+28>>2]&63](t,10)|0;rn(y);gm(u,t)|0;Wl(u)|0;Zc(u,1)|0;if((a[v>>0]|0)<0)Hv(c[w>>2]|0);break a}while(0);do if(((e<<24>>24<0?d:e&255)|0)==9){if(dw(G,0,-1,38988,9)|0){e=a[D>>0]|0;d=c[f>>2]|0;break};c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Xc(F,t)|0;p=Xc(F,t)|0;b:do if(!(c[p+(c[(c[p>>2]|0)+-12>>2]|0)+16>>2]&5)){i=t+11|0;j=t+4|0;k=u+11|0;m=u+4|0;n=y+11|0;o=y+4|0;p=y+8|0;while(1){d=a[i>>0]|0;e=c[j>>2]|0;if(((d<<24>>24<0?e:d&255)|0)==5){if(!(dw(t,0,-1,38998,5)|0))break b;d=a[i>>0]|0;e=c[j>>2]|0}g=a[k>>0]|0;g=((g<<24>>24<0?c[m>>2]|0:g&255)|0)==0;c[y>>2]=0;c[y+4>>2]=0;c[y+8>>2]=0;f=g^1;h=f&1;b=d<<24>>24<0;e=b?e:d&255;d=h+e|0;if(d>>>0>4294967279)break;if(d>>>0<11){a[n>>0]=f&1;d=y}else{f=d+16&-16;d=Ev(f)|0;c[y>>2]=d;c[p>>2]=f|-2147483648;c[o>>2]=h}if(!g)nx(d|0,(g?1174259:39004)|0,h|0)|0;a[d+h>>0]=0;Yv(y,b?c[t>>2]|0:t,e)|0;b=a[n>>0]|0;h=b<<24>>24<0;Yv(u,h?c[y>>2]|0:y,h?c[o>>2]|0:b&255)|0;if((a[n>>0]|0)<0)Hv(c[y>>2]|0);b=Xc(F,t)|0;if(c[b+(c[(c[b>>2]|0)+-12>>2]|0)+16>>2]&5|0)break b}Kv(y)}while(0);p=Xc(F,t)|0;c:do if(!(c[p+(c[(c[p>>2]|0)+-12>>2]|0)+16>>2]&5)){f=s+11|0;g=s+4|0;h=t+11|0;b=t+4|0;i=y+11|0;j=y+4|0;k=y+8|0;while(1){m=a[f>>0]|0;m=((m<<24>>24<0?c[g>>2]|0:m&255)|0)==0;c[y>>2]=0;c[y+4>>2]=0;c[y+8>>2]=0;e=m^1;n=e&1;p=a[h>>0]|0;o=p<<24>>24<0;p=o?c[b>>2]|0:p&255;d=p+n|0;if(d>>>0>4294967279)break;if(d>>>0<11){a[i>>0]=e&1;d=y}else{e=d+16&-16;d=Ev(e)|0;c[y>>2]=d;c[k>>2]=e|-2147483648;c[j>>2]=n}if(!m)nx(d|0,(m?1174259:39004)|0,n|0)|0;a[d+n>>0]=0;Yv(y,o?c[t>>2]|0:t,p)|0;p=a[i>>0]|0;o=p<<24>>24<0;Yv(s,o?c[y>>2]|0:y,o?c[j>>2]|0:p&255)|0;if((a[i>>0]|0)<0)Hv(c[y>>2]|0);p=Xc(F,t)|0;if(c[p+(c[(c[p>>2]|0)+-12>>2]|0)+16>>2]&5|0)break c}Kv(y)}while(0);d=c[275758]|0;d:do if(d){while(1){e=d+16|0;if(!(Bh(1103036,u,e)|0)){if(!(Bh(1103036,e,u)|0))break;d=d+4|0}d=c[d>>2]|0;if(!d){x=98;break d}}c[w>>2]=u;gh(y,1103028,u,1172186,w,v);Jh((c[y>>2]|0)+28|0,s)|0;g=u+11|0;e=a[g>>0]|0;p=e<<24>>24<0;b=u+4|0;d=c[b>>2]|0;f=p?c[u>>2]|0:u;p=p?d:e&255;h=f+p|0;if(p){d=f;do{a[d>>0]=jj(a[d>>0]|0)|0;d=d+1|0}while((d|0)!=(h|0));e=a[g>>0]|0;d=c[b>>2]|0}if(((e<<24>>24<0?d:e&255)|0)!=11)break;if(dw(u,0,-1,39006,11)|0)break;b=c[275727]|0;i=a[s+11>>0]|0;j=i<<24>>24<0;i=j?c[s+4>>2]|0:i&255;j=j?c[s>>2]|0:s;e:do if(!i){p=a[b+11>>0]|0;do if((p<<24>>24<0?c[b+4>>2]|0:p&255)|0){p=a[b+12+11>>0]|0;if(!((p<<24>>24<0?c[b+16>>2]|0:p&255)|0)){d=1;break}p=a[b+24+11>>0]|0;if(!((p<<24>>24<0?c[b+28>>2]|0:p&255)|0)){d=2;break}p=a[b+36+11>>0]|0;if(!((p<<24>>24<0?c[b+40>>2]|0:p&255)|0)){d=3;break}p=a[b+48+11>>0]|0;if(!((p<<24>>24<0?c[b+52>>2]|0:p&255)|0)){d=4;break}p=a[b+60+11>>0]|0;if(!((p<<24>>24<0?c[b+64>>2]|0:p&255)|0)){d=5;break}p=a[b+72+11>>0]|0;if(!((p<<24>>24<0?c[b+76>>2]|0:p&255)|0)){d=6;break}p=a[b+84+11>>0]|0;if(!((p<<24>>24<0?c[b+88>>2]|0:p&255)|0))d=7;else{d=0;break e}}else d=0;while(0)}else{d=0;while(1){g=b+(d*12|0)|0;e=a[g+11>>0]|0;f=e<<24>>24<0;e=e&255;do if(((f?c[b+(d*12|0)+4>>2]|0:e)|0)==(i|0)){h=c[g>>2]|0;if(f)if(!(Yh(h,j,i)|0))break e;else break;if((h&255)<<24>>24!=(a[j>>0]|0))break;f=j;do{e=e+-1|0;g=g+1|0;if(!e)break e;f=f+1|0}while((a[g>>0]|0)==(a[f>>0]|0))}while(0);d=d+1|0;if((d|0)>=8){d=0;break}}}while(0);e=mc(Zc(1103852,0)|0,39018,20)|0;f=Ev(16)|0;c[q>>2]=f;c[q+8>>2]=-2147483632;c[q+4>>2]=11;h=f;g=39594;b=h+11|0;do{a[h>>0]=a[g>>0]|0;h=h+1|0;g=g+1|0}while((h|0)<(b|0));a[f+11>>0]=0;c[w>>2]=q;Jc(y,1103028,q,1172186,w,v);zh(r,(c[y>>2]|0)+28|0);w=r+11|0;n=a[w>>0]|0;o=n<<24>>24<0;n=mc(mc(e,o?c[r>>2]|0:r,o?c[r+4>>2]|0:n&255)|0,39039,10)|0;o=1102920+(d*12|0)|0;v=a[o+11>>0]|0;p=v<<24>>24<0;v=mc(n,p?c[o>>2]|0:o,p?c[1102920+(d*12|0)+4>>2]|0:v&255)|0;Ql(y,v+(c[(c[v>>2]|0)+-12>>2]|0)|0);p=qn(y,1104724)|0;p=eb[c[(c[p>>2]|0)+28>>2]&63](p,10)|0;rn(y);gm(v,p)|0;Wl(v)|0;Zc(v,1)|0;if((a[w>>0]|0)<0)Hv(c[r>>2]|0);if((a[q+11>>0]|0)<0)Hv(c[q>>2]|0)}else x=98;while(0);if((x|0)==98){r=mc(Zc(1103852,0)|0,39050,16)|0;w=a[u+11>>0]|0;v=w<<24>>24<0;w=mc(r,v?c[u>>2]|0:u,v?c[u+4>>2]|0:w&255)|0;Ql(y,w+(c[(c[w>>2]|0)+-12>>2]|0)|0);v=qn(y,1104724)|0;v=eb[c[(c[v>>2]|0)+28>>2]&63](v,10)|0;rn(y);gm(w,v)|0;Wl(w)|0;Zc(w,1)|0}if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[u+11>>0]|0)<0)Hv(c[u>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);break a}while(0);do if(((e<<24>>24<0?d:e&255)|0)==2){if(dw(G,0,-1,39067,2)|0){e=a[D>>0]|0;d=c[f>>2]|0;break}c[y>>2]=0;u=y+4|0;c[u>>2]=0;c[y+8>>2]=0;r=y+16|0;s=y+72|0;t=y+96|0;h=t;c[h>>2]=0;c[h+4>>2]=0;h=r;b=h+48|0;do{c[h>>2]=0;h=h+4|0}while((h|0)<(b|0));c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;c[s+12>>2]=0;c[s+16>>2]=0;c[w>>2]=0;c[w+4>>2]=0;c[w+8>>2]=0;q=tk()|0;q=ex(q|0,z|0,1e3,0)|0;p=y+64|0;c[p>>2]=q;c[p+4>>2]=z;p=Xc(F,w)|0;q=w+11|0;if(!(c[p+(c[(c[p>>2]|0)+-12>>2]|0)+16>>2]&5)){g=w+4|0;h=y+8|0;b=y+24|0;i=y+32|0;j=y+40|0;k=y+76|0;m=y+56|0;n=y+80|0;o=y+84|0;p=y+88|0;d=0;do{e=a[q>>0]|0;f=c[g>>2]|0;do if(((e<<24>>24<0?f:e&255)|0)==11){if(dw(w,0,-1,39070,11)|0){e=a[q>>0]|0;f=c[g>>2]|0;x=125;break}f=Xc(F,w)|0;if(c[f+(c[(c[f>>2]|0)+-12>>2]|0)+16>>2]&5|0)break;do{e=hh(914112,w)|0;c[v>>2]=e;f=c[u>>2]|0;if(f>>>0<(c[h>>2]|0)>>>0){c[f>>2]=e;c[u>>2]=f+4}else ih(y,v);f=Xc(F,w)|0}while(!(c[f+(c[(c[f>>2]|0)+-12>>2]|0)+16>>2]&5|0))}else x=125;while(0);f:do if((x|0)==125){x=0;do if(((e<<24>>24<0?f:e&255)|0)==5)if(!(dw(w,0,-1,39082,5)|0)){_l(F,r)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==5)if(!(dw(w,0,-1,39088,5)|0)){_l(F,b)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==4)if(!(dw(w,0,-1,39094,4)|0)){_l(F,i)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==4)if(!(dw(w,0,-1,39099,4)|0)){_l(F,j)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==9)if(!(dw(w,0,-1,39104,9)|0)){Zl(F,s)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==5)if(!(dw(w,0,-1,39114,5)|0)){Zl(F,k)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==5)if(!(dw(w,0,-1,39120,5)|0)){_l(F,t)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==8)if(!(dw(w,0,-1,39126,8)|0)){_l(F,m)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==4)if(!(dw(w,0,-1,39135,4)|0)){Zl(F,n)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==5)if(!(dw(w,0,-1,39140,5)|0)){Zl(F,o)|0;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);do if(((e<<24>>24<0?f:e&255)|0)==8)if(!(dw(w,0,-1,39146,8)|0)){c[p>>2]=1;break f}else{e=a[q>>0]|0;f=c[g>>2]|0;break}while(0);if(((e<<24>>24<0?f:e&255)|0)!=6)break;d=d|(dw(w,0,-1,39155,6)|0)==0}while(0);f=Xc(F,w)|0}while((c[f+(c[(c[f>>2]|0)+-12>>2]|0)+16>>2]&5|0)==0)}else d=0;Sg(1102836,914112,1103016,y,d);if((a[q>>0]|0)<0)Hv(c[w>>2]|0);d=c[y>>2]|0;if(d|0){e=c[u>>2]|0;if((e|0)!=(d|0))c[u>>2]=e+(~((e+-4-d|0)>>>2)<<2);Hv(d)}break a}while(0);do if(((e<<24>>24<0?d:e&255)|0)==8){if(dw(G,0,-1,39162,8)|0){e=a[D>>0]|0;d=c[f>>2]|0;break};c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;d=Ev(16)|0;c[r>>2]=d;c[r+8>>2]=-2147483632;c[r+4>>2]=11;h=d;g=39594;b=h+11|0;do{a[h>>0]=a[g>>0]|0;h=h+1|0;g=g+1|0}while((h|0)<(b|0));a[d+11>>0]=0;c[w>>2]=r;Jc(y,1103028,r,1172186,w,v);zh(s,(c[y>>2]|0)+28|0);b=c[275727]|0;i=a[s+11>>0]|0;k=i<<24>>24<0;i=k?c[s+4>>2]|0:i&255;m=c[s>>2]|0;j=k?m:s;g:do if(!i){x=a[b+11>>0]|0;do if((x<<24>>24<0?c[b+4>>2]|0:x&255)|0){x=a[b+12+11>>0]|0;if(!((x<<24>>24<0?c[b+16>>2]|0:x&255)|0)){d=1;break}x=a[b+24+11>>0]|0;if(!((x<<24>>24<0?c[b+28>>2]|0:x&255)|0)){d=2;break}x=a[b+36+11>>0]|0;if(!((x<<24>>24<0?c[b+40>>2]|0:x&255)|0)){d=3;break}x=a[b+48+11>>0]|0;if(!((x<<24>>24<0?c[b+52>>2]|0:x&255)|0)){d=4;break}x=a[b+60+11>>0]|0;if(!((x<<24>>24<0?c[b+64>>2]|0:x&255)|0)){d=5;break}x=a[b+72+11>>0]|0;if(!((x<<24>>24<0?c[b+76>>2]|0:x&255)|0)){d=6;break}x=a[b+84+11>>0]|0;if(!((x<<24>>24<0?c[b+88>>2]|0:x&255)|0))d=7;else{d=0;break g}}else d=0;while(0)}else{d=0;while(1){g=b+(d*12|0)|0;e=a[g+11>>0]|0;f=e<<24>>24<0;e=e&255;do if(((f?c[b+(d*12|0)+4>>2]|0:e)|0)==(i|0)){h=c[g>>2]|0;if(f)if(!(Yh(h,j,i)|0))break g;else break;if((h&255)<<24>>24!=(a[j>>0]|0))break;f=j;do{e=e+-1|0;g=g+1|0;if(!e)break g;f=f+1|0}while((a[g>>0]|0)==(a[f>>0]|0))}while(0);d=d+1|0;if((d|0)>=8){d=0;break}}}while(0);if(k)Hv(m);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);Xc(F,t)|0;p=t+11|0;e=a[p>>0]|0;j=t+4|0;f=c[j>>2]|0;do if(((e<<24>>24<0?f:e&255)|0)==8)if(!(dw(t,0,-1,39171,8)|0)){Pv(u,1102920+(d*12|0)|0)|0;Xc(F,t)|0;x=218;break}else{e=a[p>>0]|0;f=c[j>>2]|0;x=202;break}else x=202;while(0);h:do if((x|0)==202){if(((e<<24>>24<0?f:e&255)|0)!=3)break;if(dw(t,0,-1,39180,3)|0)break;r=Xc(F,t)|0;if(c[r+(c[(c[r>>2]|0)+-12>>2]|0)+16>>2]&5|0){x=218;break}h=y+11|0;b=y+4|0;i=y+8|0;while(1){e=a[p>>0]|0;f=c[j>>2]|0;if(((e<<24>>24<0?f:e&255)|0)==5){if(!(dw(t,0,-1,39184,5)|0)){x=218;break h}e=a[p>>0]|0;f=c[j>>2]|0};c[y>>2]=0;c[y+4>>2]=0;c[y+8>>2]=0;r=e<<24>>24<0;g=r?f:e&255;f=r?c[t>>2]|0:t;e=g+1|0;if(e>>>0>4294967279)break;if(e>>>0<11){a[h>>0]=g;if(!g)e=y;else{e=y;x=214}}else{x=g+17&-16;e=Ev(x)|0;c[y>>2]=e;c[i>>2]=x|-2147483648;c[b>>2]=g;x=214}if((x|0)==214){x=0;nx(e|0,f|0,g|0)|0}a[e+g>>0]=0;Yv(y,39004,1)|0;r=a[h>>0]|0;q=r<<24>>24<0;Yv(u,q?c[y>>2]|0:y,q?c[b>>2]|0:r&255)|0;if((a[h>>0]|0)<0)Hv(c[y>>2]|0);r=Xc(F,t)|0;if(c[r+(c[(c[r>>2]|0)+-12>>2]|0)+16>>2]&5|0){x=218;break h}}Kv(y)}while(0);i:do if((x|0)==218){b=Ev(24)|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;c[b+12>>2]=0;c[b+16>>2]=0;c[b+20>>2]=0;h=b+20|0;fh(b,1);g=c[h>>2]|0;e=c[b+4>>2]|0;f=(c[b+16>>2]|0)+g|0;if((c[b+8>>2]|0)==(e|0))e=0;else e=(c[e+(f>>>4<<2)>>2]|0)+((f&15)*432|0)|0;px(e|0,0,432)|0;c[h>>2]=g+1;o=c[275754]|0;c[275754]=b;if(o|0){m=o+4|0;f=c[m>>2]|0;k=o+16|0;e=c[k>>2]|0;g=f+(e>>>4<<2)|0;n=o+8|0;r=c[n>>2]|0;i=r;j=f;if((r|0)==(f|0)){e=0;h=0;b=o+20|0}else{b=o+20|0;h=(c[b>>2]|0)+e|0;e=(c[g>>2]|0)+((e&15)*432|0)|0;h=(c[f+(h>>>4<<2)>>2]|0)+((h&15)*432|0)|0}j:while(1){do{if((e|0)==(h|0))break j;e=e+432|0}while((e-(c[g>>2]|0)|0)!=6912);e=g+4|0;g=e;e=c[e>>2]|0}c[b>>2]=0;e=i-j>>2;if(e>>>0>2)do{Hv(c[f>>2]|0);f=(c[m>>2]|0)+4|0;c[m>>2]=f;e=(c[n>>2]|0)-f>>2}while(e>>>0>2);switch(e|0){case 1:{e=8;x=233;break}case 2:{e=16;x=233;break}default:{}}if((x|0)==233)c[k>>2]=e;e=c[m>>2]|0;f=c[n>>2]|0;do if((e|0)!=(f|0)){do{Hv(c[e>>2]|0);e=e+4|0}while((e|0)!=(f|0));e=c[m>>2]|0;f=c[n>>2]|0;if((f|0)==(e|0))break;c[n>>2]=f+(~((f+-4-e|0)>>>2)<<2)}while(0);e=c[o>>2]|0;if(e|0)Hv(e);Hv(o)}e=Ev(16)|0;c[s>>2]=e;c[s+8>>2]=-2147483632;c[s+4>>2]=12;h=e;g=39581;b=h+12|0;do{a[h>>0]=a[g>>0]|0;h=h+1|0;g=g+1|0}while((h|0)<(b|0));a[e+12>>0]=0;c[w>>2]=s;Jc(y,1103028,s,1172186,w,v);v=+xh((c[y>>2]|0)+28|0)!=0.0;w=c[275754]|0;y=(c[w+20>>2]|0)+-1+(c[w+16>>2]|0)|0;Ae(914112,u,v,d,(c[(c[w+4>>2]|0)+(y>>>4<<2)>>2]|0)+((y&15)*432|0)|0,c[c[275709]>>2]|0)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);y=Xc(F,t)|0;if(c[y+(c[(c[y>>2]|0)+-12>>2]|0)+16>>2]&5|0)break;do{k=hh(914112,t)|0;if(!k)break i;d=c[275754]|0;i=d+8|0;f=c[i>>2]|0;j=d+4|0;e=c[j>>2]|0;y=f-e|0;g=d+16|0;h=c[g>>2]|0;m=d+20|0;b=c[m>>2]|0;if((((y|0)==0?0:(y<<2)+-1|0)|0)==(b+h|0)){jh(d);h=c[g>>2]|0;d=c[m>>2]|0;f=c[i>>2]|0;e=c[j>>2]|0}else d=b;d=d+h|0;if((f|0)==(e|0))d=0;else d=(c[e+(d>>>4<<2)>>2]|0)+((d&15)*432|0)|0;px(d|0,0,432)|0;c[m>>2]=(c[m>>2]|0)+1;w=c[275754]|0;y=(c[w+20>>2]|0)+-1+(c[w+16>>2]|0)|0;y=(c[(c[w+4>>2]|0)+(y>>>4<<2)>>2]|0)+((y&15)*432|0)|0;Oe(914112,k,y,Me(914112,k)|0);y=Xc(F,t)|0}while(!(c[y+(c[(c[y>>2]|0)+-12>>2]|0)+16>>2]&5|0))}while(0);if((a[u+11>>0]|0)<0)Hv(c[u>>2]|0);if((a[p>>0]|0)<0)Hv(c[t>>2]|0);break a}while(0);do if(((e<<24>>24<0?d:e&255)|0)==10)if(!(dw(G,0,-1,39190,10)|0)){Hf();break a}else{e=a[D>>0]|0;d=c[f>>2]|0;break}while(0);if(((e<<24>>24<0?d:e&255)|0)==7){w=(dw(G,0,-1,39201,7)|0)==0;d=Zc(1103852,0)|0;if(w){w=mc(d,39209,7)|0;Ql(y,w+(c[(c[w>>2]|0)+-12>>2]|0)|0);v=qn(y,1104724)|0;v=eb[c[(c[v>>2]|0)+28>>2]&63](v,10)|0;rn(y);gm(w,v)|0;Wl(w)|0;Zc(w,1)|0;break}else d=1103852}else{Zc(1103852,0)|0;d=1103852}u=mc(d,39217,17)|0;w=a[E+11>>0]|0;v=w<<24>>24<0;w=mc(u,v?c[E>>2]|0:E,v?c[E+4>>2]|0:w&255)|0;Ql(y,w+(c[(c[w>>2]|0)+-12>>2]|0)|0);v=qn(y,1104724)|0;v=eb[c[(c[v>>2]|0)+28>>2]&63](v,10)|0;rn(y);gm(w,v)|0;Wl(w)|0;Zc(w,1)|0}while(0);if((x|0)==29)a[1102848]=1;c[F>>2]=17372;c[B>>2]=17392;c[A>>2]=10708;if((a[C+11>>0]|0)<0)Hv(c[C>>2]|0);Ck(A);ol(F,17404);xk(B);if((a[E+11>>0]|0)<0)Hv(c[E>>2]|0);if((a[D>>0]|0)>=0){l=H;return}Hv(c[G>>2]|0);l=H;return}function fh(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0;H=l;l=l+32|0;E=H;F=a+8|0;e=c[F>>2]|0;G=a+4|0;t=c[G>>2]|0;u=((e|0)==(t|0)&1)+b|0;u=((u&15|0)!=0&1)+(u>>>4)|0;D=a+16|0;b=c[D>>2]|0;v=b>>>4;p=u>>>0<v>>>0?u:v;A=u-p|0;s=e;if(!A){c[D>>2]=b-(p<<4);if(!p){l=H;return}r=a+12|0;b=p;h=t;n=e;a:while(1){q=c[h>>2]|0;o=h+4|0;c[G>>2]=o;C=c[r>>2]|0;e=C;k=n;do if((n|0)==(C|0)){h=c[a>>2]|0;i=h;if(o>>>0>h>>>0){e=o;i=((e-i>>2)+1|0)/-2|0;j=o+(i<<2)|0;e=k-e|0;h=e>>2;if(!h)e=o;else{ox(j|0,o|0,e|0)|0;e=c[G>>2]|0}C=j+(h<<2)|0;c[F>>2]=C;c[G>>2]=e+(i<<2);e=C;break}e=e-i>>1;e=(e|0)==0?1:e;if(e>>>0>1073741823){y=10;break a}j=Ev(e<<2)|0;k=j;i=j+(e>>>2<<2)|0;m=i;j=j+(e<<2)|0;if((o|0)==(n|0))e=m;else{e=m;h=o;do{c[i>>2]=c[h>>2];i=e+4|0;e=i;h=h+4|0}while((h|0)!=(n|0));h=c[a>>2]|0}c[a>>2]=k;c[G>>2]=m;c[F>>2]=e;c[r>>2]=j;if(h){Hv(h);e=c[F>>2]|0}}else e=n;while(0);c[e>>2]=q;e=(c[F>>2]|0)+4|0;c[F>>2]=e;b=b+-1|0;if(!b){y=83;break}h=c[G>>2]|0;n=e}if((y|0)==10)Ia();else if((y|0)==83){l=H;return}}C=a+12|0;b=c[C>>2]|0;q=b-(c[a>>2]|0)|0;r=s-t>>2;if(A>>>0<=((q>>2)-r|0)>>>0){b:do if((b|0)==(s|0)){x=A;y=21}else{b=A;while(1){c[E>>2]=Ev(6912)|0;kh(a,E);b=b+-1|0;if(!b)break;if((c[C>>2]|0)==(c[F>>2]|0)){x=b;y=21;break b}}w=p;f=c[D>>2]|0}while(0);if((y|0)==21){e=~(u>>>0>v>>>0?v:u);b=x;do{c[E>>2]=Ev(6912)|0;lh(a,E);b=b+-1|0;f=(c[D>>2]|0)+16+((((c[F>>2]|0)-(c[G>>2]|0)|0)==4)<<31>>31)|0;c[D>>2]=f}while((b|0)!=0);w=x+-1-e|0}c[D>>2]=f-(w<<4);if(!w){l=H;return}n=w;k=c[F>>2]|0;c:while(1){m=c[G>>2]|0;o=c[m>>2]|0;m=m+4|0;c[G>>2]=m;y=c[C>>2]|0;b=y;i=k;do if((k|0)==(y|0)){e=c[a>>2]|0;f=e;if(m>>>0>e>>>0){b=m;f=((b-f>>2)+1|0)/-2|0;h=m+(f<<2)|0;b=i-b|0;e=b>>2;if(!e)b=m;else{ox(h|0,m|0,b|0)|0;b=c[G>>2]|0}y=h+(e<<2)|0;c[F>>2]=y;c[G>>2]=b+(f<<2);b=y;break}b=b-f>>1;b=(b|0)==0?1:b;if(b>>>0>1073741823){y=34;break c}h=Ev(b<<2)|0;i=h;f=h+(b>>>2<<2)|0;j=f;h=h+(b<<2)|0;if((m|0)==(k|0))b=j;else{b=j;e=m;do{c[f>>2]=c[e>>2];f=b+4|0;b=f;e=e+4|0}while((e|0)!=(k|0));e=c[a>>2]|0}c[a>>2]=i;c[G>>2]=j;c[F>>2]=b;c[C>>2]=h;if(e){Hv(e);b=c[F>>2]|0}}else b=k;while(0);c[b>>2]=o;k=(c[F>>2]|0)+4|0;c[F>>2]=k;n=n+-1|0;if(!n){y=83;break}}if((y|0)==34)Ia();else if((y|0)==83){l=H;return}}u=p<<4;e=q>>1;b=r+A|0;e=e>>>0<b>>>0?b:e;b=r-p|0;c[E+12>>2]=0;c[E+16>>2]=a+12;do if(e)if(e>>>0>1073741823)Ia();else{z=Ev(e<<2)|0;break}else z=0;while(0);c[E>>2]=z;x=z+(b<<2)|0;t=E+8|0;c[t>>2]=x;s=E+4|0;c[s>>2]=x;m=z+(e<<2)|0;r=E+12|0;c[r>>2]=m;b=A;e=x;d:while(1){q=Ev(6912)|0;f=m;i=e;do if((e|0)==(m|0)){n=c[s>>2]|0;o=c[E>>2]|0;e=o;if(n>>>0>o>>>0){f=n;h=n+((((f-e>>2)+1|0)/-2|0)<<2)|0;e=i-f|0;f=e>>2;if(f|0)ox(h|0,n|0,e|0)|0;e=h+(f<<2)|0;c[t>>2]=e;c[s>>2]=h;break}e=f-e>>1;e=(e|0)==0?1:e;if(e>>>0>1073741823){y=55;break d}i=Ev(e<<2)|0;j=i;f=i+(e>>>2<<2)|0;k=f;i=i+(e<<2)|0;if((n|0)==(m|0))e=k;else{e=k;h=n;do{c[f>>2]=c[h>>2];f=e+4|0;e=f;h=h+4|0}while((h|0)!=(m|0))}c[E>>2]=j;c[s>>2]=k;c[t>>2]=e;c[r>>2]=i;if(o)Hv(o)}while(0);c[e>>2]=q;B=(c[t>>2]|0)+4|0;c[t>>2]=B;b=b+-1|0;if(!b)break;e=B;m=c[r>>2]|0}if((y|0)==55)Ia();e:do if(!p){g=B;d=c[G>>2]|0}else{b=B;e=c[G>>2]|0;f:while(1){B=c[r>>2]|0;f=B;i=b;do if((b|0)==(B|0)){n=c[s>>2]|0;o=c[E>>2]|0;h=o;if(n>>>0>o>>>0){b=n;h=n+((((b-h>>2)+1|0)/-2|0)<<2)|0;b=i-b|0;f=b>>2;if(f|0)ox(h|0,n|0,b|0)|0;b=h+(f<<2)|0;c[t>>2]=b;c[s>>2]=h;break}f=f-h>>1;f=(f|0)==0?1:f;if(f>>>0>1073741823)break f;j=Ev(f<<2)|0;k=j;h=j+(f>>>2<<2)|0;m=h;j=j+(f<<2)|0;if((n|0)==(b|0))b=m;else{f=m;i=n;do{c[h>>2]=c[i>>2];h=f+4|0;f=h;i=i+4|0}while((i|0)!=(b|0));b=f}c[E>>2]=k;c[s>>2]=m;c[t>>2]=b;c[r>>2]=j;if(o)Hv(o)}while(0);c[b>>2]=c[e>>2];b=(c[t>>2]|0)+4|0;c[t>>2]=b;e=(c[G>>2]|0)+4|0;c[G>>2]=e;p=p+-1|0;if(!p){g=b;d=e;break e}}Ia()}while(0);b=c[F>>2]|0;if((b|0)==(d|0))h=t;else{do{b=b+-4|0;mh(E,b);d=c[G>>2]|0}while((b|0)!=(d|0));h=t;g=c[t>>2]|0;b=c[F>>2]|0}e=d;f=c[a>>2]|0;c[a>>2]=c[E>>2];c[E>>2]=f;c[G>>2]=c[s>>2];c[s>>2]=e;c[F>>2]=g;c[h>>2]=b;G=c[C>>2]|0;c[C>>2]=c[r>>2];c[r>>2]=G;c[D>>2]=(c[D>>2]|0)-u;if((b|0)!=(d|0))c[t>>2]=b+(~((b+-4-e|0)>>>2)<<2);if(f|0)Hv(f);l=H;return}function gh(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0;f=d+4|0;h=c[f>>2]|0;do if(h){j=d+8|0;i=d+4|0;f=h;while(1){h=f+16|0;if(Bh(j,e,h)|0){h=c[f>>2]|0;if(!h){h=6;break}else{i=f;f=h}}else{if(!(Bh(j,h,e)|0)){h=10;break}i=f+4|0;h=c[i>>2]|0;if(!h){h=9;break}else f=h}}if((h|0)==6){j=f;i=f;break}else if((h|0)==9){j=f;break}else if((h|0)==10){j=f;break}}else{j=f;i=f}while(0);f=c[i>>2]|0;if(f|0){d=f;g=0;c[b>>2]=d;d=b+4|0;a[d>>0]=g;return}h=Ev(92)|0;Mv(h+16|0,c[g>>2]|0);Hh(h+28|0,0);c[h>>2]=0;c[h+4>>2]=0;c[h+8>>2]=j;c[i>>2]=h;f=c[c[d>>2]>>2]|0;if(!f)f=h;else{c[d>>2]=f;f=c[i>>2]|0}Kc(c[d+4>>2]|0,f);d=d+8|0;c[d>>2]=(c[d>>2]|0)+1;d=h;g=1;c[b>>2]=d;d=b+4|0;a[d>>0]=g;return}function hh(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0;v=l;l=l+4112|0;f=v+12|0;r=v;s=d+11|0;q=a[s>>0]|0;e=q<<24>>24<0;t=d+4|0;if(((e?c[t>>2]|0:q&255)|0)==5){q=(e?c[d>>2]|0:d)+4|0;a[q>>0]=jj(a[q>>0]|0)|0}q=de(b,f)|0;c[f+4096>>2]=q;if((f|0)==(q|0)){u=0;l=v;return u|0}n=b+5356|0;o=r+11|0;p=r+4|0;while(1){nh(r,c[f>>2]|0,(a[n>>0]|0)!=0);b=a[s>>0]|0;g=b<<24>>24<0;b=b&255;h=g?c[t>>2]|0:b;k=a[o>>0]|0;m=k<<24>>24<0;a:do if((h|0)==((m?c[p>>2]|0:k&255)|0)){i=c[d>>2]|0;j=g?i:d;e=m?c[r>>2]|0:r;k=(h|0)==0;if(g){if(k){b=1;break}b=(Yh(j,e,h)|0)==0;break}if(!k)if((i&255)<<24>>24==(a[e>>0]|0)){g=d;while(1){b=b+-1|0;g=g+1|0;if(!b){b=1;break a}e=e+1|0;if((a[g>>0]|0)!=(a[e>>0]|0)){b=0;break}}}else b=0;else b=1}else b=0;while(0);if(m)Hv(c[r>>2]|0);e=f+8|0;if(b)break;if((e|0)==(q|0)){e=0;u=18;break}else f=e}if((u|0)==18){l=v;return e|0}u=c[f>>2]|0;l=v;return u|0}function ih(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0;h=a+4|0;j=c[a>>2]|0;k=(c[h>>2]|0)-j|0;g=k>>2;d=g+1|0;if(d>>>0>1073741823)Ut(a);l=a+8|0;f=(c[l>>2]|0)-j|0;e=f>>1;e=f>>2>>>0<536870911?(e>>>0<d>>>0?d:e):1073741823;do if(e)if(e>>>0>1073741823)Ia();else{i=Ev(e<<2)|0;break}else i=0;while(0);f=i+(g<<2)|0;c[f>>2]=c[b>>2];d=f+(0-g<<2)|0;if((k|0)>0)nx(d|0,j|0,k|0)|0;c[a>>2]=d;c[h>>2]=f+4;c[l>>2]=i+(e<<2);if(!j)return;Hv(j);return}function jh(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0;s=l;l=l+32|0;o=s;b=a+16|0;d=c[b>>2]|0;if(d>>>0>15){c[b>>2]=d+-16;m=a+4|0;k=c[m>>2]|0;o=c[k>>2]|0;k=k+4|0;c[m>>2]=k;n=a+8|0;i=c[n>>2]|0;j=a+12|0;r=c[j>>2]|0;b=r;g=i;do if((i|0)==(r|0)){d=c[a>>2]|0;e=d;if(k>>>0>d>>>0){b=k;e=((b-e>>2)+1|0)/-2|0;f=k+(e<<2)|0;b=g-b|0;d=b>>2;if(!d)b=k;else{ox(f|0,k|0,b|0)|0;b=c[m>>2]|0}a=f+(d<<2)|0;c[n>>2]=a;c[m>>2]=b+(e<<2);b=a;break}b=b-e>>1;b=(b|0)==0?1:b;if(b>>>0>1073741823)Ia();f=Ev(b<<2)|0;g=f;e=f+(b>>>2<<2)|0;h=e;f=f+(b<<2)|0;if((k|0)==(i|0))b=h;else{b=h;d=k;do{c[e>>2]=c[d>>2];e=b+4|0;b=e;d=d+4|0}while((d|0)!=(i|0));d=c[a>>2]|0}c[a>>2]=g;c[m>>2]=h;c[n>>2]=b;c[j>>2]=f;if(d){Hv(d);b=c[n>>2]|0}}else b=i;while(0);c[b>>2]=o;c[n>>2]=(c[n>>2]|0)+4;l=s;return}r=a+8|0;b=c[r>>2]|0;q=a+4|0;f=b-(c[q>>2]|0)|0;p=a+12|0;d=c[p>>2]|0;e=d-(c[a>>2]|0)|0;if(f>>>0<e>>>0){if((d|0)!=(b|0)){c[o>>2]=Ev(6912)|0;kh(a,o);l=s;return}c[o>>2]=Ev(6912)|0;lh(a,o);j=c[q>>2]|0;k=c[j>>2]|0;j=j+4|0;c[q>>2]=j;i=c[r>>2]|0;o=c[p>>2]|0;b=o;g=i;do if((i|0)==(o|0)){d=c[a>>2]|0;e=d;if(j>>>0>d>>>0){b=j;e=((b-e>>2)+1|0)/-2|0;f=j+(e<<2)|0;b=g-b|0;d=b>>2;if(!d)b=j;else{ox(f|0,j|0,b|0)|0;b=c[q>>2]|0}a=f+(d<<2)|0;c[r>>2]=a;c[q>>2]=b+(e<<2);b=a;break}b=b-e>>1;b=(b|0)==0?1:b;if(b>>>0>1073741823)Ia();f=Ev(b<<2)|0;g=f;e=f+(b>>>2<<2)|0;h=e;f=f+(b<<2)|0;if((j|0)==(i|0))b=h;else{b=h;d=j;do{c[e>>2]=c[d>>2];e=b+4|0;b=e;d=d+4|0}while((d|0)!=(i|0));d=c[a>>2]|0}c[a>>2]=g;c[q>>2]=h;c[r>>2]=b;c[p>>2]=f;if(d){Hv(d);b=c[r>>2]|0}}else b=i;while(0);c[b>>2]=k;c[r>>2]=(c[r>>2]|0)+4;l=s;return}g=e>>1;g=(g|0)==0?1:g;c[o+12>>2]=0;c[o+16>>2]=a+12;if(g>>>0>1073741823)Ia();t=f>>2;h=Ev(g<<2)|0;c[o>>2]=h;b=h+(t<<2)|0;n=o+8|0;c[n>>2]=b;k=o+4|0;c[k>>2]=b;d=h+(g<<2)|0;m=o+12|0;c[m>>2]=d;i=Ev(6912)|0;e=b;f=h;do if((t|0)==(g|0)){if(b>>>0>h>>>0){j=b+((((e-f>>2)+1|0)/-2|0)<<2)|0;c[n>>2]=j;c[k>>2]=j;break}b=d-f>>1;b=(b|0)==0?1:b;if(b>>>0>1073741823)Ia();else{t=Ev(b<<2)|0;j=t+(b>>>2<<2)|0;g=j;c[o>>2]=t;c[k>>2]=g;c[n>>2]=g;c[m>>2]=t+(b<<2);Hv(h);break}}else j=b;while(0);c[j>>2]=i;e=(c[n>>2]|0)+4|0;c[n>>2]=e;b=c[r>>2]|0;d=c[q>>2]|0;if((b|0)==(d|0))h=n;else{do{b=b+-4|0;mh(o,b);d=c[q>>2]|0}while((b|0)!=(d|0));h=n;e=c[n>>2]|0;b=c[r>>2]|0}f=d;g=c[a>>2]|0;c[a>>2]=c[o>>2];c[o>>2]=g;c[q>>2]=c[k>>2];c[k>>2]=f;c[r>>2]=e;c[h>>2]=b;t=c[p>>2]|0;c[p>>2]=c[m>>2];c[m>>2]=t;if((b|0)!=(d|0))c[n>>2]=b+(~((b+-4-f|0)>>>2)<<2);if(g|0)Hv(g);l=s;return}function kh(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0;n=a+8|0;j=c[n>>2]|0;k=a+12|0;m=c[k>>2]|0;f=m;h=j;do if((j|0)==(m|0)){m=a+4|0;l=c[m>>2]|0;e=c[a>>2]|0;d=e;if(l>>>0>e>>>0){e=l;f=((e-d>>2)+1|0)/-2|0;g=l+(f<<2)|0;d=h-e|0;e=d>>2;if(!e)d=l;else{ox(g|0,l|0,d|0)|0;d=c[m>>2]|0}l=g+(e<<2)|0;c[n>>2]=l;c[m>>2]=d+(f<<2);d=l;break}d=f-d>>1;d=(d|0)==0?1:d;if(d>>>0>1073741823)Ia();g=Ev(d<<2)|0;h=g;f=g+(d>>>2<<2)|0;i=f;g=g+(d<<2)|0;if((l|0)==(j|0))d=i;else{d=i;e=l;do{c[f>>2]=c[e>>2];f=d+4|0;d=f;e=e+4|0}while((e|0)!=(j|0));e=c[a>>2]|0}c[a>>2]=h;c[m>>2]=i;c[n>>2]=d;c[k>>2]=g;if(e){Hv(e);d=c[n>>2]|0}}else d=j;while(0);c[d>>2]=c[b>>2];c[n>>2]=(c[n>>2]|0)+4;return}function lh(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;o=a+4|0;m=c[o>>2]|0;n=c[a>>2]|0;f=n;do if((m|0)==(n|0)){n=a+8|0;e=c[n>>2]|0;l=a+12|0;k=c[l>>2]|0;d=k;if(e>>>0<k>>>0){f=e;h=((d-f>>2)+1|0)/2|0;d=e+(h<<2)|0;f=f-m|0;l=f>>2;g=d+(0-l<<2)|0;if(l){ox(g|0,m|0,f|0)|0;d=g;e=c[n>>2]|0}c[o>>2]=d;c[n>>2]=e+(h<<2);break}f=d-f>>1;f=(f|0)==0?1:f;if(f>>>0>1073741823)Ia();i=Ev(f<<2)|0;j=i;d=i+((f+3|0)>>>2<<2)|0;k=d;i=i+(f<<2)|0;if((m|0)==(e|0)){f=k;e=m}else{h=d;f=k;g=m;do{c[h>>2]=c[g>>2];h=f+4|0;f=h;g=g+4|0}while((g|0)!=(e|0));e=c[a>>2]|0}c[a>>2]=j;c[o>>2]=k;c[n>>2]=f;c[l>>2]=i;if(e){Hv(e);d=c[o>>2]|0}}else d=m;while(0);c[d+-4>>2]=c[b>>2];c[o>>2]=(c[o>>2]|0)+-4;return}function mh(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;o=a+4|0;m=c[o>>2]|0;n=c[a>>2]|0;f=n;do if((m|0)==(n|0)){n=a+8|0;e=c[n>>2]|0;l=a+12|0;k=c[l>>2]|0;d=k;if(e>>>0<k>>>0){f=e;h=((d-f>>2)+1|0)/2|0;d=e+(h<<2)|0;f=f-m|0;l=f>>2;g=d+(0-l<<2)|0;if(l){ox(g|0,m|0,f|0)|0;d=g;e=c[n>>2]|0}c[o>>2]=d;c[n>>2]=e+(h<<2);break}f=d-f>>1;f=(f|0)==0?1:f;if(f>>>0>1073741823)Ia();i=Ev(f<<2)|0;j=i;d=i+((f+3|0)>>>2<<2)|0;k=d;i=i+(f<<2)|0;if((m|0)==(e|0)){f=k;e=m}else{h=d;f=k;g=m;do{c[h>>2]=c[g>>2];h=f+4|0;f=h;g=g+4|0}while((g|0)!=(e|0));e=c[a>>2]|0}c[a>>2]=j;c[o>>2]=k;c[n>>2]=f;c[l>>2]=i;if(e){Hv(e);d=c[o>>2]|0}}else d=m;while(0);c[d+-4>>2]=c[b>>2];c[o>>2]=(c[o>>2]|0)+-4;return}function nh(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+48|0;i=p+24|0;j=p+12|0;k=p;m=d&49152;n=(m|0)==32768;if(n)h=(d&12288|0)==4096?64:d>>>6&63;else h=d>>>6&63;g=d&63;switch(d|0){case 0:{c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;a[b+11>>0]=6;a[b>>0]=a[39235]|0;a[b+1>>0]=a[39236]|0;a[b+2>>0]=a[39237]|0;a[b+3>>0]=a[39238]|0;a[b+4>>0]=a[39239]|0;a[b+5>>0]=a[39240]|0;a[b+6>>0]=0;l=p;return}case 65:{c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;a[b+11>>0]=4;c[b>>2]=808464432;a[b+4>>0]=0;l=p;return}default:{a:do if(n){f=d&12288;if(f<<16>>16<8192)switch(f<<16>>16){case 4096:{f=1;break a}default:{o=9;break a}}else switch(f<<16>>16){case 8192:{f=1;break a}default:{o=9;break a}}}else o=9;while(0);if((o|0)==9)f=(m|0)!=49152;g=f|e?g:((g|0)>(h|0)?6:2)|h&-8;e=d&61440;if((e|0)==36864){h=a[39242+(d>>>6&15)>>0]|0;c[j>>2]=0;c[j+4>>2]=0;c[j+8>>2]=0;f=j+11|0;a[f>>0]=2;a[j>>0]=h;a[j+1>>0]=64;a[j+2>>0]=0;c[k>>2]=0;c[k+4>>2]=0;c[k+8>>2]=0;h=k+11|0;a[h>>0]=2;a[k>>0]=(g&7)+97;a[k+1>>0]=(g>>>3)+49;a[k+2>>0]=0;g=Yv(j,k,2)|0;c[i>>2]=c[g>>2];c[i+4>>2]=c[g+4>>2];c[i+8>>2]=c[g+8>>2];c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;if((a[h>>0]|0)<0)Hv(c[k>>2]|0);if((a[f>>0]|0)<0)Hv(c[j>>2]|0)}else{c[j>>2]=0;c[j+4>>2]=0;c[j+8>>2]=0;f=j+11|0;a[f>>0]=2;a[j>>0]=(h&7)+97;a[j+1>>0]=(h>>>3)+49;a[j+2>>0]=0;c[k>>2]=0;c[k+4>>2]=0;c[k+8>>2]=0;h=k+11|0;a[h>>0]=2;a[k>>0]=(g&7)+97;a[k+1>>0]=(g>>>3)+49;a[k+2>>0]=0;g=Yv(j,k,2)|0;c[i>>2]=c[g>>2];c[i+4>>2]=c[g+4>>2];c[i+8>>2]=c[g+8>>2];c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;if((a[h>>0]|0)<0)Hv(c[k>>2]|0);if((a[f>>0]|0)<0)Hv(c[j>>2]|0)}if(n){if((d&12288|0)==8192)o=22}else if((m|0)==16384)o=22;if((o|0)==22)_v(i,a[39259+((e|0)==40960?6:(d>>>12&3)+2|0)>>0]|0);c[b>>2]=c[i>>2];c[b+4>>2]=c[i+4>>2];c[b+8>>2]=c[i+8>>2];l=p;return}}}function oh(a){a=a|0;c[a>>2]=27628;If(a+16|0);uv(a);return}function ph(a){a=a|0;c[a>>2]=27628;If(a+16|0);uv(a);Hv(a);return}function qh(a){a=a|0;a=a+16|0;ob[c[c[a>>2]>>2]&255](a);return}function rh(a){a=a|0;Hv(a);return}function sh(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0;j=l;l=l+160|0;e=j+144|0;g=j;f=g+8|0;c[f>>2]=10672;h=g+12|0;c[g>>2]=2188;i=g+64|0;c[i>>2]=2208;c[g+4>>2]=0;Ol(g+64|0,h);c[g+136>>2]=0;c[g+140>>2]=-1;c[g>>2]=10652;c[g+64>>2]=10692;c[f>>2]=10672;Tl(h);c[h>>2]=10708;f=g+44|0;c[f>>2]=0;c[f+4>>2]=0;c[f+8>>2]=0;c[f+12>>2]=0;c[g+60>>2]=24;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;sc(h,e);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);e=g+8|0;if((((d|0)>-1?d:0-d|0)|0)<31872)bm(mc(e,39326,3)|0,(d*100|0)/240|0)|0;else{k=mc(e,39330,5)|0;bm(k,(((d|0)>0?32001:-32001)-d|0)/2|0)|0}tc(b,h);c[g>>2]=10652;c[i>>2]=10692;c[e>>2]=10672;c[h>>2]=10708;if((a[f+11>>0]|0)>=0){Ck(h);Kl(g,10768);xk(i);l=j;return}Hv(c[f>>2]|0);Ck(h);Kl(g,10768);xk(i);l=j;return}function th(b,d){b=b|0;d=d|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;a[b+11>>0]=2;a[b>>0]=(d&7)+97;a[b+1>>0]=(d>>>3)+49;a[b+2>>0]=0;return}function uh(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[275761]=d;c[275760]=d;c[275762]=d+96;Mv(d,g);d=(c[275761]|0)+12|0;c[275761]=d;Mv(d,p);d=(c[275761]|0)+12|0;c[275761]=d;Mv(d,i);d=(c[275761]|0)+12|0;c[275761]=d;Mv(d,k);d=(c[275761]|0)+12|0;c[275761]=d;Mv(d,n);d=g+60|0;e=(c[275761]|0)+12|0;c[275761]=e;Mv(e,d);e=g+72|0;s=(c[275761]|0)+12|0;c[275761]=s;Mv(s,e);s=(c[275761]|0)+12|0;c[275761]=s;Mv(s,b);c[275761]=(c[275761]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){c[275758]=0;c[275759]=0;c[275757]=1103032;l=r;return}Hv(c[g>>2]|0);c[275758]=0;c[275759]=0;c[275757]=1103032;l=r;return}function vh(a){a=a|0;Hf();return}function wh(b){b=b|0;var d=0,e=0,f=0.0;e=b+24|0;d=a[e+11>>0]|0;if(((d<<24>>24<0?c[b+28>>2]|0:d&255)|0)==4){d=b+12|0;if(!(dw(e,0,-1,39399,4)|0)){f=+sw(d,0);b=~~f>>>0;_g(1102880,b);return}}else d=b+12|0;e=a[d+11>>0]|0;if(((e<<24>>24<0?c[b+16>>2]|0:e&255)|0)!=4){f=0.0;b=~~f>>>0;_g(1102880,b);return}f=+((dw(d,0,-1,45335,4)|0)==0&1);b=~~f>>>0;_g(1102880,b);return}function xh(b){b=b|0;var d=0,e=0,f=0.0;e=b+24|0;d=a[e+11>>0]|0;if(((d<<24>>24<0?c[b+28>>2]|0:d&255)|0)==4){d=b+12|0;if(!(dw(e,0,-1,39399,4)|0)){f=+sw(d,0);return +f}}else d=b+12|0;e=a[d+11>>0]|0;if(((e<<24>>24<0?c[b+16>>2]|0:e&255)|0)!=4){f=0.0;return +f}f=+((dw(d,0,-1,45335,4)|0)==0&1);return +f}function yh(b){b=b|0;var d=0,e=0;e=l;l=l+16|0;d=e;Mv(d,b+12|0);_c(d);if((a[d+11>>0]|0)>=0){l=e;return}Hv(c[d>>2]|0);l=e;return}function zh(a,b){a=a|0;b=b|0;Mv(a,b+12|0);return}function Ah(b){b=b|0;var d=0,e=0,f=0.0;e=b+24|0;d=a[e+11>>0]|0;if(((d<<24>>24<0?c[b+28>>2]|0:d&255)|0)==4){d=b+12|0;if(!(dw(e,0,-1,39399,4)|0)){f=+sw(d,0);b=~~f>>>0;Pg(1102836,b);return}}else d=b+12|0;e=a[d+11>>0]|0;if(((e<<24>>24<0?c[b+16>>2]|0:e&255)|0)!=4){f=0.0;b=~~f>>>0;Pg(1102836,b);return}f=+((dw(d,0,-1,45335,4)|0)==0&1);b=~~f>>>0;Pg(1102836,b);return}function Bh(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0;h=a[d+11>>0]|0;g=h<<24>>24<0;f=g?c[d>>2]|0:d;h=f+(g?c[d+4>>2]|0:h&255)|0;g=a[e+11>>0]|0;d=g<<24>>24<0;b=d?c[e>>2]|0:e;e=d?c[e+4>>2]|0:g&255;g=b+e|0;if(!e){h=0;return h|0}while(1){if((f|0)==(h|0)){b=1;d=6;break}e=a[b>>0]|0;d=jj(a[f>>0]|0)|0;e=jj(e<<24>>24)|0;if((d|0)<(e|0)){b=1;d=6;break}if((e|0)<(d|0)){b=0;d=6;break}b=b+1|0;if((b|0)==(g|0)){b=0;d=6;break}else f=f+1|0}if((d|0)==6)return b|0;return 0}function Ch(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;u=l;l=l+192|0;s=u+128|0;t=u;r=u+64|0;o=u+16|0;d=Ev(16)|0;c[t>>2]=d;c[t+8>>2]=-2147483632;c[t+4>>2]=14;p=d;e=39404;q=p+14|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+14>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}e=d+28|0;h=s+12|0;i=s+24|0;j=i+11|0;p=s;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[j>>0]=6;a[i>>0]=a[39426]|0;a[i+1>>0]=a[39427]|0;a[i+2>>0]=a[39428]|0;a[i+3>>0]=a[39429]|0;a[i+4>>0]=a[39430]|0;a[i+5>>0]=a[39431]|0;a[i+6>>0]=0;n=s+36|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;c[n+12>>2]=0;c[n+16>>2]=0;c[s+60>>2]=170;Pv(s,Uv(h,1174259)|0)|0;Pv(e,s)|0;Pv(d+40|0,h)|0;Pv(d+52|0,i)|0;p=c[n+4>>2]|0;q=d+64|0;c[q>>2]=c[n>>2];c[q+4>>2]=p;if((e|0)!=(s|0))Eh(d+72|0,c[s+44>>2]|0,c[s+48>>2]|0);f=d+84|0;p=s+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=s+44|0;d=c[f>>2]|0;if(d|0){g=s+48|0;e=c[g>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[g>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[g>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[h+11>>0]|0)<0)Hv(c[h>>2]|0);if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;n=t+11|0;a[n>>0]=8;g=t;c[g>>2]=1953394499;c[g+4>>2]=1953525093;a[t+8>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=-100;c[r+40>>2]=100;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=0;vw(s,21.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;p=c[e+4>>2]|0;q=d+64|0;c[q>>2]=c[e>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[n>>0]|0)<0)Hv(c[t>>2]|0);d=Ev(32)|0;c[t>>2]=d;c[t+8>>2]=-2147483616;c[t+4>>2]=17;p=d;e=39433;q=p+17|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+17>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1};c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;a[o+11>>0]=4;c[o>>2]=1752461122;a[o+4>>0]=0;h=o+12|0;i=o+16|0;c[i>>2]=0;c[i+4>>2]=0;a[h+11>>0]=3;a[h>>0]=a[39451]|0;a[h+1>>0]=a[39452]|0;a[h+2>>0]=a[39453]|0;a[h+3>>0]=0;h=o+24|0;c[h>>2]=0;c[h+4>>2]=0;c[h+8>>2]=0;a[h+11>>0]=5;a[h>>0]=a[39455]|0;a[h+1>>0]=a[39456]|0;a[h+2>>0]=a[39457]|0;a[h+3>>0]=a[39458]|0;a[h+4>>0]=a[39459]|0;a[h+5>>0]=0;h=o+36|0;c[h>>2]=0;c[h+4>>2]=0;c[h+8>>2]=0;a[h+11>>0]=5;a[h>>0]=a[39461]|0;a[h+1>>0]=a[39462]|0;a[h+2>>0]=a[39463]|0;a[h+3>>0]=a[39464]|0;a[h+4>>0]=a[39465]|0;a[h+5>>0]=0;h=r+4|0;i=Ev(48)|0;c[r>>2]=i;c[r+8>>2]=i+48;Mv(i,o);Mv(i+12|0,o+12|0);Mv(i+24|0,o+24|0);Mv(i+36|0,o+36|0);q=d+28|0;c[h>>2]=i+48;Fh(s,39467,r,0);Pv(q,s)|0;j=s+12|0;Pv(d+40|0,j)|0;k=s+24|0;Pv(d+52|0,k)|0;m=s+36|0;n=c[m+4>>2]|0;p=d+64|0;c[p>>2]=c[m>>2];c[p+4>>2]=n;if((q|0)!=(s|0))Eh(d+72|0,c[s+44>>2]|0,c[s+48>>2]|0);f=d+84|0;p=s+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=s+44|0;d=c[f>>2]|0;if(d|0){g=s+48|0;e=c[g>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[g>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[g>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[k+11>>0]|0)<0)Hv(c[k>>2]|0);if((a[j+11>>0]|0)<0)Hv(c[j>>2]|0);if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[i+47>>0]|0)<0)Hv(c[i+36>>2]|0);if((a[i+35>>0]|0)<0)Hv(c[i+24>>2]|0);if((a[i+23>>0]|0)<0)Hv(c[i+12>>2]|0);if((a[i+11>>0]|0)<0)Hv(c[i>>2]|0);c[h>>2]=i;Hv(i);d=o+36|0;if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);d=o+24|0;if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);d=o+12|0;if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o+11>>0]|0)<0)Hv(c[o>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);c[t+8>>2]=0;n=t+11|0;a[n>>0]=7;a[t>>0]=a[39472]|0;a[t+1>>0]=a[39473]|0;a[t+2>>0]=a[39474]|0;a[t+3>>0]=a[39475]|0;a[t+4>>0]=a[39476]|0;a[t+5>>0]=a[39477]|0;a[t+6>>0]=a[39478]|0;a[t+7>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=1;c[r+40>>2]=1;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=171;vw(s,1.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[n>>0]|0)<0)Hv(c[t>>2]|0);c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;n=t+11|0;a[n>>0]=4;c[t>>2]=1752392008;a[t+4>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=16;c[r+40>>2]=16;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=172;vw(s,16.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[n>>0]|0)<0)Hv(c[t>>2]|0);k=t+11|0;a[k>>0]=10;p=t;e=39480;q=p+10|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[t+10>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}e=d+28|0;i=s+24|0;j=i+11|0;p=s;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[j>>0]=6;a[i>>0]=a[39419]|0;a[i+1>>0]=a[39420]|0;a[i+2>>0]=a[39421]|0;a[i+3>>0]=a[39422]|0;a[i+4>>0]=a[39423]|0;a[i+5>>0]=a[39424]|0;a[i+6>>0]=0;o=s+36|0;c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;c[o+12>>2]=0;c[o+16>>2]=0;c[s+60>>2]=173;Pv(e,s)|0;h=s+12|0;Pv(d+40|0,h)|0;Pv(d+52|0,i)|0;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((e|0)!=(s|0))Eh(d+72|0,c[s+44>>2]|0,c[s+48>>2]|0);f=d+84|0;p=s+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=s+44|0;d=c[f>>2]|0;if(d|0){g=s+48|0;e=c[g>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[g>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[g>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[h+11>>0]|0)<0)Hv(c[h>>2]|0);if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[k>>0]|0)<0)Hv(c[t>>2]|0);c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;k=t+11|0;a[k>>0]=6;a[t>>0]=a[39491]|0;a[t+1>>0]=a[39492]|0;a[t+2>>0]=a[39493]|0;a[t+3>>0]=a[39494]|0;a[t+4>>0]=a[39495]|0;a[t+5>>0]=a[39496]|0;a[t+6>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}e=d+28|0;h=s+12|0;i=s+24|0;j=i+11|0;p=s;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[j>>0]=5;a[i>>0]=a[39498]|0;a[i+1>>0]=a[39499]|0;a[i+2>>0]=a[39500]|0;a[i+3>>0]=a[39501]|0;a[i+4>>0]=a[39502]|0;a[i+5>>0]=0;o=s+36|0;c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;c[o+12>>2]=0;c[o+16>>2]=0;c[s+60>>2]=0;Pv(s,Uv(h,45329)|0)|0;Pv(e,s)|0;Pv(d+40|0,h)|0;Pv(d+52|0,i)|0;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((e|0)!=(s|0))Eh(d+72|0,c[s+44>>2]|0,c[s+48>>2]|0);f=d+84|0;p=s+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=s+44|0;d=c[f>>2]|0;if(d|0){g=s+48|0;e=c[g>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[g>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[g>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[h+11>>0]|0)<0)Hv(c[h>>2]|0);if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[k>>0]|0)<0)Hv(c[t>>2]|0);c[t+8>>2]=0;n=t+11|0;a[n>>0]=7;a[t>>0]=a[39504]|0;a[t+1>>0]=a[39505]|0;a[t+2>>0]=a[39506]|0;a[t+3>>0]=a[39507]|0;a[t+4>>0]=a[39508]|0;a[t+5>>0]=a[39509]|0;a[t+6>>0]=a[39510]|0;a[t+7>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=1;c[r+40>>2]=500;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=0;vw(s,1.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[n>>0]|0)<0)Hv(c[t>>2]|0);d=Ev(16)|0;c[t>>2]=d;c[t+8>>2]=-2147483632;c[t+4>>2]=11;p=d;e=39512;q=p+11|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+11>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=0;c[r+40>>2]=20;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=0;vw(s,20.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);d=Ev(16)|0;c[t>>2]=d;c[t+8>>2]=-2147483632;c[t+4>>2]=13;p=d;e=39524;q=p+13|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+13>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=0;c[r+40>>2]=5e3;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=0;vw(s,30.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);d=Ev(32)|0;c[t>>2]=d;c[t+8>>2]=-2147483616;c[t+4>>2]=21;p=d;e=39538;q=p+21|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+21>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=0;c[r+40>>2]=5e3;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=0;vw(s,20.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);n=t+11|0;a[n>>0]=10;p=t;e=39560;q=p+10|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[t+10>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=10;c[r+40>>2]=1e3;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=0;vw(s,84.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[n>>0]|0)<0)Hv(c[t>>2]|0);c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;n=t+11|0;a[n>>0]=9;p=t;e=39571;q=p+9|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[t+9>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);q=b+8|0;c[q>>2]=(c[q>>2]|0)+1}g=d+28|0;j=r+12|0;k=r+24|0;m=k+11|0;p=r;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[m>>0]=4;c[k>>2]=1852403827;a[r+28>>0]=0;e=r+36|0;c[e>>2]=0;c[r+40>>2]=1e4;f=r+44|0;c[f>>2]=0;h=r+48|0;c[h>>2]=0;c[r+52>>2]=0;c[r+60>>2]=0;vw(s,0.0);i=j+11|0;if((a[i>>0]|0)<0){a[c[j>>2]>>0]=0;c[r+16>>2]=0}else{a[j>>0]=0;a[i>>0]=0}Tv(j,0);c[j>>2]=c[s>>2];c[j+4>>2]=c[s+4>>2];c[j+8>>2]=c[s+8>>2];c[s>>2]=0;c[s+4>>2]=0;c[s+8>>2]=0;Pv(r,j)|0;if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);Pv(g,r)|0;Pv(d+40|0,j)|0;Pv(d+52|0,k)|0;o=e;p=c[o+4>>2]|0;q=d+64|0;c[q>>2]=c[o>>2];c[q+4>>2]=p;if((g|0)!=(r|0))Eh(d+72|0,c[f>>2]|0,c[h>>2]|0);f=d+84|0;p=r+56|0;q=c[p+4>>2]|0;d=f;c[d>>2]=c[p>>2];c[d+4>>2]=q;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=r+44|0;d=c[f>>2]|0;if(d|0){e=c[h>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[h>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[h>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[i>>0]|0)<0)Hv(c[j>>2]|0);if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);if((a[n>>0]|0)<0)Hv(c[t>>2]|0);d=Ev(16)|0;c[t>>2]=d;c[t+8>>2]=-2147483632;c[t+4>>2]=12;p=d;e=39581;q=p+12|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+12>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);r=b+8|0;c[r>>2]=(c[r>>2]|0)+1}e=d+28|0;h=s+12|0;i=s+24|0;j=i+11|0;p=s;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[j>>0]=5;a[i>>0]=a[39498]|0;a[i+1>>0]=a[39499]|0;a[i+2>>0]=a[39500]|0;a[i+3>>0]=a[39501]|0;a[i+4>>0]=a[39502]|0;a[i+5>>0]=0;p=s+36|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;c[p+12>>2]=0;c[p+16>>2]=0;c[s+60>>2]=0;Pv(s,Uv(h,45329)|0)|0;Pv(e,s)|0;Pv(d+40|0,h)|0;Pv(d+52|0,i)|0;q=c[p+4>>2]|0;r=d+64|0;c[r>>2]=c[p>>2];c[r+4>>2]=q;if((e|0)!=(s|0))Eh(d+72|0,c[s+44>>2]|0,c[s+48>>2]|0);f=d+84|0;q=s+56|0;r=c[q+4>>2]|0;d=f;c[d>>2]=c[q>>2];c[d+4>>2]=r;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=s+44|0;d=c[f>>2]|0;if(d|0){g=s+48|0;e=c[g>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[g>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[g>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[h+11>>0]|0)<0)Hv(c[h>>2]|0);if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);d=Ev(16)|0;c[t>>2]=d;c[t+8>>2]=-2147483632;c[t+4>>2]=11;p=d;e=39594;q=p+11|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+11>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);r=b+8|0;c[r>>2]=(c[r>>2]|0)+1}f=d+28|0;e=c[275760]|0;if((a[e+11>>0]|0)<0)e=c[e>>2]|0;Fh(s,e,1103040,0);Pv(f,s)|0;h=s+12|0;Pv(d+40|0,h)|0;i=s+24|0;Pv(d+52|0,i)|0;p=s+36|0;q=c[p+4>>2]|0;r=d+64|0;c[r>>2]=c[p>>2];c[r+4>>2]=q;if((f|0)!=(s|0))Eh(d+72|0,c[s+44>>2]|0,c[s+48>>2]|0);f=d+84|0;q=s+56|0;r=c[q+4>>2]|0;d=f;c[d>>2]=c[q>>2];c[d+4>>2]=r;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=s+44|0;d=c[f>>2]|0;if(d|0){g=s+48|0;e=c[g>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[g>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[g>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[i+11>>0]|0)<0)Hv(c[i>>2]|0);if((a[h+11>>0]|0)<0)Hv(c[h>>2]|0);if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);d=Ev(16)|0;c[t>>2]=d;c[t+8>>2]=-2147483632;c[t+4>>2]=15;p=d;e=39606;q=p+15|0;do{a[p>>0]=a[e>>0]|0;p=p+1|0;e=e+1|0}while((p|0)<(q|0));a[d+15>>0]=0;g=Dh(b,s,t)|0;d=c[g>>2]|0;if(!d){d=Ev(92)|0;e=d+16|0;c[e>>2]=c[t>>2];c[e+4>>2]=c[t+4>>2];c[e+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;e=d+52|0;f=d+63|0;p=d+28|0;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[d+58>>0]=0;e=d+64|0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=0;c[e+12>>2]=0;c[e+16>>2]=0;c[d+88>>2]=0;e=c[s>>2]|0;c[d>>2]=0;c[d+4>>2]=0;c[d+8>>2]=e;c[g>>2]=d;e=c[c[b>>2]>>2]|0;if(!e)e=d;else{c[b>>2]=e;e=c[g>>2]|0}Kc(c[b+4>>2]|0,e);b=b+8|0;c[b>>2]=(c[b>>2]|0)+1}e=d+28|0;h=s+12|0;i=s+24|0;j=i+11|0;p=s;q=p+36|0;do{c[p>>2]=0;p=p+4|0}while((p|0)<(q|0));a[j>>0]=5;a[i>>0]=a[39498]|0;a[i+1>>0]=a[39499]|0;a[i+2>>0]=a[39500]|0;a[i+3>>0]=a[39501]|0;a[i+4>>0]=a[39502]|0;a[i+5>>0]=0;q=s+36|0;c[q>>2]=0;c[q+4>>2]=0;c[q+8>>2]=0;c[q+12>>2]=0;c[q+16>>2]=0;c[s+60>>2]=0;Pv(s,Uv(h,45329)|0)|0;Pv(e,s)|0;Pv(d+40|0,h)|0;Pv(d+52|0,i)|0;r=c[q+4>>2]|0;b=d+64|0;c[b>>2]=c[q>>2];c[b+4>>2]=r;if((e|0)!=(s|0))Eh(d+72|0,c[s+44>>2]|0,c[s+48>>2]|0);f=d+84|0;r=s+56|0;b=c[r+4>>2]|0;d=f;c[d>>2]=c[r>>2];c[d+4>>2]=b;d=c[275763]|0;c[275763]=d+1;c[f>>2]=d;f=s+44|0;d=c[f>>2]|0;if(d|0){g=s+48|0;e=c[g>>2]|0;if((e|0)!=(d|0)){do{e=e+-12|0;c[g>>2]=e;if((a[e+11>>0]|0)<0){Hv(c[e>>2]|0);e=c[g>>2]|0}}while((e|0)!=(d|0));d=c[f>>2]|0}Hv(d)}if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[h+11>>0]|0)<0)Hv(c[h>>2]|0);if((a[s+11>>0]|0)<0)Hv(c[s>>2]|0);if((a[t+11>>0]|0)>=0){l=u;return}Hv(c[t>>2]|0);l=u;return}function Dh(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0;f=b+4|0;g=c[f>>2]|0;b=b+4|0;if(!g){c[d>>2]=f;d=f;return d|0}k=a[e+11>>0]|0;m=k<<24>>24<0;n=m?c[e>>2]|0:e;k=m?c[e+4>>2]|0:k&255;m=n+k|0;a:do if(!k){e=g+16|0;f=a[e+11>>0]|0;l=f<<24>>24<0;e=l?c[e>>2]|0:e;f=l?c[g+20>>2]|0:f&255;if(!f){f=g;l=26}else{j=g;i=e+f|0;while(1){h=n;while(1){if((h|0)==(m|0))break;g=a[e>>0]|0;f=jj(a[h>>0]|0)|0;g=jj(g<<24>>24)|0;if((f|0)<(g|0))break;if((g|0)<(f|0)){f=j;l=26;break a}e=e+1|0;if((e|0)==(i|0)){f=j;l=26;break a}else h=h+1|0}b=c[j>>2]|0;if(!b){f=j;b=j;l=19;break a}e=b+16|0;f=a[e+11>>0]|0;l=f<<24>>24<0;e=l?c[e>>2]|0:e;f=l?c[b+20>>2]|0:f&255;if(!f){f=b;b=j;l=26;break}else{l=j;j=b;i=e+f|0;b=l}}}}else{k=g;while(1){f=k+16|0;i=a[f+11>>0]|0;j=i<<24>>24<0;f=j?c[f>>2]|0:f;i=j?c[k+20>>2]|0:i&255;j=f+i|0;b:do if(i){e=n;g=f;while(1){if((e|0)==(m|0))break;i=a[g>>0]|0;h=jj(a[e>>0]|0)|0;i=jj(i<<24>>24)|0;if((h|0)<(i|0))break;if((i|0)<(h|0)){e=n;l=20;break b}g=g+1|0;if((g|0)==(j|0)){e=n;l=20;break b}else e=e+1|0}f=c[k>>2]|0;if(!f){f=k;b=k;l=19;break a}else b=k}else{e=n;l=20}while(0);if((l|0)==20){while(1){l=0;if((f|0)==(j|0))break;h=a[e>>0]|0;g=jj(a[f>>0]|0)|0;h=jj(h<<24>>24)|0;if((g|0)<(h|0))break;if((h|0)<(g|0)){f=k;l=26;break a}e=e+1|0;if((e|0)==(m|0)){f=k;l=26;break a}else{f=f+1|0;l=20}}b=k+4|0;f=c[b>>2]|0;if(!f)break}k=f}c[d>>2]=k;d=b;return d|0}while(0);if((l|0)==19){c[d>>2]=f;d=b;return d|0}else if((l|0)==26){c[d>>2]=f;d=b;return d|0}return 0}function Eh(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0;j=(e-d|0)/12|0;k=b+8|0;f=c[k>>2]|0;h=c[b>>2]|0;g=h;if(j>>>0<=((f-h|0)/12|0)>>>0){b=b+4|0;f=((c[b>>2]|0)-h|0)/12|0;i=j>>>0>f>>>0;f=d+(f*12|0)|0;h=i?f:e;if((h|0)!=(d|0))do{Pv(g,d)|0;d=d+12|0;g=g+12|0}while((d|0)!=(h|0));if(i){if((h|0)==(e|0))return;d=c[b>>2]|0;do{Mv(d,f);f=f+12|0;d=(c[b>>2]|0)+12|0;c[b>>2]=d}while((f|0)!=(e|0));return}f=c[b>>2]|0;if((f|0)==(g|0))return;do{f=f+-12|0;c[b>>2]=f;if((a[f+11>>0]|0)<0){Hv(c[f>>2]|0);f=c[b>>2]|0}}while((f|0)!=(g|0));return}if(h){i=b+4|0;f=c[i>>2]|0;if((f|0)==(g|0))f=h;else{do{f=f+-12|0;c[i>>2]=f;if((a[f+11>>0]|0)<0){Hv(c[f>>2]|0);f=c[i>>2]|0}}while((f|0)!=(g|0));f=c[b>>2]|0}Hv(f);c[k>>2]=0;c[i>>2]=0;c[b>>2]=0;f=0}if(j>>>0>357913941)Ut(b);i=(f|0)/12|0;g=i<<1;g=i>>>0<178956970?(g>>>0<j>>>0?j:g):357913941;if(g>>>0>357913941)Ut(b);f=Ev(g*12|0)|0;h=b+4|0;c[h>>2]=f;c[b>>2]=f;c[k>>2]=f+(g*12|0);if((d|0)==(e|0))return;do{Mv(f,d);d=d+12|0;f=(c[h>>2]|0)+12|0;c[h>>2]=f}while((d|0)!=(e|0));return}function Fh(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,l=0;l=b+12|0;g=b+24|0;h=g+11|0;i=b;j=i+36|0;do{c[i>>2]=0;i=i+4|0}while((i|0)<(j|0));a[h>>0]=5;a[g>>0]=a[39622]|0;a[g+1>>0]=a[39623]|0;a[g+2>>0]=a[39624]|0;a[g+3>>0]=a[39625]|0;a[g+4>>0]=a[39626]|0;a[g+5>>0]=0;g=b+36|0;i=b+44|0;k=b+48|0;j=e+4|0;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;c[g+12>>2]=0;c[g+16>>2]=0;g=(c[j>>2]|0)-(c[e>>2]|0)|0;h=(g|0)/12|0;if(g|0){if(h>>>0>357913941)Ut(i);g=Ev(g)|0;c[k>>2]=g;c[i>>2]=g;c[b+52>>2]=g+(h*12|0);h=c[e>>2]|0;i=c[j>>2]|0;if((h|0)!=(i|0))do{Mv(g,h);h=h+12|0;g=(c[k>>2]|0)+12|0;c[k>>2]=g}while((h|0)!=(i|0))}c[b+60>>2]=f;Pv(b,Uv(l,d)|0)|0;return}function Gh(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0;v=l;l=l+16|0;o=v;p=d+8|0;if(!(c[p>>2]|0)){l=v;return b|0}q=d+4|0;r=o+11|0;s=o+4|0;n=0;do{e=c[d>>2]|0;a:do if((e|0)!=(q|0)){m=e;while(1){if((c[m+84>>2]|0)==(n|0))break;e=c[m+4>>2]|0;if(!e){f=m+8|0;e=c[f>>2]|0;if((c[e>>2]|0)!=(m|0))do{m=c[f>>2]|0;f=m+8|0;e=c[f>>2]|0}while((c[e>>2]|0)!=(m|0))}else while(1){f=c[e>>2]|0;if(!f)break;else e=f}if((e|0)==(q|0))break a;else m=e}j=m+16|0;h=m+28|0;e=mc(b,39628,13)|0;g=a[j+11>>0]|0;i=g<<24>>24<0;g=mc(mc(e,i?c[j>>2]|0:j,i?c[m+20>>2]|0:g&255)|0,39642,6)|0;i=m+52|0;j=i+11|0;e=a[j>>0]|0;f=e<<24>>24<0;k=m+56|0;mc(g,f?c[i>>2]|0:i,f?c[k>>2]|0:e&255)|0;e=a[j>>0]|0;f=c[k>>2]|0;if(((e<<24>>24<0?f:e&255)|0)==6)if(!(dw(i,0,-1,39426,6)|0))g=14;else{e=a[j>>0]|0;f=c[k>>2]|0;g=9}else g=9;do if((g|0)==9){g=0;if(((e<<24>>24<0?f:e&255)|0)==5){if(!(dw(i,0,-1,39498,5)|0)){g=14;break}e=a[j>>0]|0;f=c[k>>2]|0}if(((e<<24>>24<0?f:e&255)|0)==5?(dw(i,0,-1,39622,5)|0)==0:0)g=14}while(0);if((g|0)==14){e=mc(b,39649,9)|0;g=a[h+11>>0]|0;f=g<<24>>24<0;mc(e,f?c[h>>2]|0:h,f?c[m+32>>2]|0:g&255)|0}g=a[j>>0]|0;if((((g<<24>>24<0?c[k>>2]|0:g&255)|0)==5?(dw(i,0,-1,39622,5)|0)==0:0)?(t=c[m+72>>2]|0,u=c[m+76>>2]|0,(t|0)!=(u|0)):0){e=t;do{Mv(o,e);w=mc(b,39659,5)|0;g=a[r>>0]|0;f=g<<24>>24<0;mc(w,f?c[o>>2]|0:o,f?c[s>>2]|0:g&255)|0;if((a[r>>0]|0)<0)Hv(c[o>>2]|0);e=e+12|0}while((e|0)!=(u|0))}w=a[j>>0]|0;if(((w<<24>>24<0?c[k>>2]|0:w&255)|0)==4?(dw(i,0,-1,39399,4)|0)==0:0){w=mc(b,39649,9)|0;w=mc(bm(w,~~+sw(h,0))|0,39665,5)|0;w=mc(bm(w,c[m+64>>2]|0)|0,39671,5)|0;bm(w,c[m+68>>2]|0)|0}}while(0);n=n+1|0}while(n>>>0<(c[p>>2]|0)>>>0);l=v;return b|0}function Hh(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0;e=b+24|0;f=e+11|0;g=b;h=g+36|0;do{c[g>>2]=0;g=g+4|0}while((g|0)<(h|0));a[f>>0]=6;a[e>>0]=a[39419]|0;a[e+1>>0]=a[39420]|0;a[e+2>>0]=a[39421]|0;a[e+3>>0]=a[39422]|0;a[e+4>>0]=a[39423]|0;a[e+5>>0]=a[39424]|0;a[e+6>>0]=0;h=b+36|0;c[h>>2]=0;c[h+4>>2]=0;c[h+8>>2]=0;c[h+12>>2]=0;c[h+16>>2]=0;c[b+60>>2]=d;return}function Ih(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;s=l;l=l+32|0;r=s+12|0;o=s;p=b+12|0;c[r>>2]=0;c[r+4>>2]=0;c[r+8>>2]=0;g=bj(d)|0;if(g>>>0>4294967279)Kv(r);if(g>>>0<11){f=r+11|0;a[f>>0]=g;if(!g){e=r;q=f}else{e=r;n=6}}else{f=g+16&-16;e=Ev(f)|0;c[r>>2]=e;c[r+8>>2]=f|-2147483648;c[r+4>>2]=g;f=r+11|0;n=6}if((n|0)==6){nx(e|0,d|0,g|0)|0;q=f}a[e+g>>0]=0;k=p+11|0;i=a[k>>0]|0;f=i<<24>>24<0;e=f?c[p>>2]|0:p;m=b+16|0;i=e+(f?c[m>>2]|0:i&255)|0;f=a[q>>0]|0;h=f<<24>>24<0;g=h?c[r>>2]|0:r;h=h?c[r+4>>2]|0:f&255;j=g+h|0;a:do if(!h)n=12;else while(1){if((e|0)==(i|0)){e=0;break a}h=a[g>>0]|0;b=jj(a[e>>0]|0)|0;h=jj(h<<24>>24)|0;if((b|0)<(h|0)){e=0;break a}if((h|0)<(b|0)){n=12;break a}g=g+1|0;if((g|0)==(j|0)){n=12;break}else e=e+1|0}while(0);if((n|0)==12){c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;g=bj(d)|0;if(g>>>0>4294967279)Kv(o);if(g>>>0<11){e=o+11|0;a[e>>0]=g;if(!g)f=o;else{f=o;n=17}}else{e=g+16&-16;f=Ev(e)|0;c[o>>2]=f;c[o+8>>2]=e|-2147483648;c[o+4>>2]=g;e=o+11|0;n=17}if((n|0)==17)nx(f|0,d|0,g|0)|0;a[f+g>>0]=0;i=a[e>>0]|0;j=i<<24>>24<0;d=c[o>>2]|0;b=j?d:o;i=b+(j?c[o+4>>2]|0:i&255)|0;h=a[k>>0]|0;o=h<<24>>24<0;e=o?c[p>>2]|0:p;p=o?c[m>>2]|0:h&255;h=e+p|0;b:do if(!p)e=1;else while(1){if((b|0)==(i|0)){e=0;break b}g=a[e>>0]|0;f=jj(a[b>>0]|0)|0;g=jj(g<<24>>24)|0;if((f|0)<(g|0)){e=0;break b}if((g|0)<(f|0)){e=1;break b}e=e+1|0;if((e|0)==(h|0)){e=1;break}else b=b+1|0}while(0);if(j)Hv(d);f=a[q>>0]|0}if(f<<24>>24>=0){l=s;return e|0}Hv(c[r>>2]|0);l=s;return e|0}function Jh(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0.0;n=b+24|0;o=n+11|0;m=a[o>>0]|0;p=b+28|0;if(!(((m<<24>>24<0?c[p>>2]|0:m&255)|0)==6?!(dw(n,0,-1,39419,6)|0):0))e=3;if((e|0)==3?(m=a[d+11>>0]|0,((m<<24>>24<0?c[d+4>>2]|0:m&255)|0)==0):0)return b|0;m=a[o>>0]|0;do if(((m<<24>>24<0?c[p>>2]|0:m&255)|0)==5?(dw(n,0,-1,39498,5)|0)==0:0){f=d+11|0;g=a[f>>0]|0;h=d+4|0;e=c[h>>2]|0;if(((g<<24>>24<0?e:g&255)|0)==4){if(!(dw(d,0,-1,45335,4)|0))break;g=a[f>>0]|0;e=c[h>>2]|0}if(((g<<24>>24<0?e:g&255)|0)!=5)return b|0;if(dw(d,0,-1,45329,5)|0)return b|0}while(0);m=a[o>>0]|0;if(((m<<24>>24<0?c[p>>2]|0:m&255)|0)==5?(dw(n,0,-1,39622,5)|0)==0:0){e=c[b+44>>2]|0;m=c[b+48>>2]|0;a:do if((e|0)!=(m|0)){j=a[d+11>>0]|0;k=j<<24>>24<0;j=k?c[d+4>>2]|0:j&255;k=k?c[d>>2]|0:d;l=(j|0)==0;do{f=a[e+11>>0]|0;g=f<<24>>24<0;f=f&255;do if(((g?c[e+4>>2]|0:f)|0)==(j|0)){h=c[e>>2]|0;i=g?h:e;if(g){if(l)break a;if(!(Yh(i,k,j)|0))break a;else break}if(l)break a;if((h&255)<<24>>24==(a[k>>0]|0)){h=e;g=k;do{f=f+-1|0;h=h+1|0;if(!f)break a;g=g+1|0}while((a[h>>0]|0)==(a[g>>0]|0))}}while(0);e=e+12|0}while((e|0)!=(m|0));return b|0}while(0);if((e|0)==(m|0))return b|0}m=a[o>>0]|0;if(((m<<24>>24<0?c[p>>2]|0:m&255)|0)==4?(dw(n,0,-1,39399,4)|0)==0:0){q=+sw(d,0);if(q<+(c[b+36>>2]|0))return b|0;q=+sw(d,0);if(q>+(c[b+40>>2]|0))return b|0}o=a[o>>0]|0;if(!(((o<<24>>24<0?c[p>>2]|0:o&255)|0)==6?!(dw(n,0,-1,39419,6)|0):0))Pv(b+12|0,d)|0;e=c[b+60>>2]|0;if(!e)return b|0;ob[e&255](b);return b|0}
function ce(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0;p=a+5360|0;e=c[p>>2]|0;switch(e|0){case 6:case 1:{a=b;return a|0}default:{}}s=c[a+5340>>2]|0;g=s<<3;r=c[a+400+((g|6)<<8)>>2]|0;q=a+5352|0;k=(c[q>>2]|0)+56|0;j=c[k>>2]|0;k=c[k+4>>2]|0;h=a+272|0;t=a+264|0;N=t;i=j&~(c[N>>2]|c[h>>2]);h=k&~(c[N+4>>2]|c[h+4>>2]);do if((e|0)==2){o=122368+(c[a+400+((g^14)<<8)>>2]<<3)|0;n=c[o>>2]|0;o=c[o+4>>2]|0;m=a+320+((s^1)<<3)|0;l=c[m>>2]|0;m=c[m+4>>2]|0;if((j|0)==0&(k|0)==0){e=l;j=m}else{g=j;e=l;j=m;do{M=Sa(g|0,k|0,0)|0;N=ax(g|0,k|0,-1,-1)|0;g=N&g;k=z&k;N=122368+(M<<3)|0;M=45760+(M<<3)|0;e=(c[M>>2]|c[N>>2])&e;j=(c[M+4>>2]|c[N+4>>2])&j}while(!((g|0)==0&(k|0)==0))}N=122368+(r<<3)|0;g=l&(e|n)&~c[N>>2];e=m&(j|o)&~c[N+4>>2];if(!s){b=Bd(a,b,g,e)|0;j=n;k=o;break}else{b=Cd(a,b,g,e)|0;j=n;k=o;break}}else{j=0;k=0}while(0);if((i|0)==0&(h|0)==0){e=0;g=0}else{e=0;g=0;do{M=Sa(i|0,h|0,0)|0;N=ax(i|0,h|0,-1,-1)|0;i=N&i;h=z&h;N=79360+(M<<9)+(r<<3)|0;M=45760+(M<<3)|0;e=c[M>>2]^c[N>>2]|e;g=c[M+4>>2]^c[N+4>>2]|g}while(!((i|0)==0&(h|0)==0))}m=c[p>>2]|0;l=(m|0)==2;M=122368+(r<<3)|0;N=l?a+256|0:a+320+(s<<3)|0;h=c[M>>2]&(l?j|~e:~e)&~c[N>>2];e=c[M+4>>2]&(l?k|~g:~g)&~c[N+4>>2];if(!((h|0)==0&(e|0)==0)){i=r<<6;while(1){N=Sa(h|0,e|0,0)|0;g=ax(h|0,e|0,-1,-1)|0;h=g&h;e=z&e;g=b+8|0;c[b>>2]=N+i;if((h|0)==0&(e|0)==0){b=g;break}else b=g}}N=c[q>>2]|0;M=N+56|0;L=c[M>>2]|0;M=c[M+4>>2]|0;K=ax(L|0,M|0,-1,-1)|0;if(!((K&L|0)==0&(z&M|0)==0)){a=b;return a|0}e=Sa(L|0,M|0,0)|0;K=46592+(e<<9)+(r<<3)|0;J=c[K>>2]|0;K=c[K+4>>2]|0;if(l)if(!s){l=a+320|0;i=t;o=c[i>>2]&c[l>>2];l=c[i+4>>2]&c[l+4>>2];i=l&16711680;p=l&-16711681;r=a+328|0;n=122368+(c[a+1936>>2]<<3)|0;m=c[r>>2]&J&~c[n>>2];n=c[r+4>>2]&K&~c[n+4>>2];r=a+256|0;q=c[r>>2]|0;r=c[r+4>>2]|0;j=~q;k=~r;e=kx(o|0,p|0,8)|0;e=e&j;f=z&k;d=kx(e|0,f|0,8)|0;e=e&J;f=f&K;d=J&-16777216&j&d;if(!((e|0)==0&(f|0)==0)){g=b;while(1){M=Sa(e|0,f|0,0)|0;b=ax(e|0,f|0,-1,-1)|0;e=b&e;f=z&f;b=g+8|0;c[g>>2]=(M|-512)+(M<<6);if((e|0)==0&(f|0)==0)break;else g=b}}if(!((d|0)==0&0==0)){f=b;e=0;while(1){M=Sa(d|0,e|0,0)|0;b=ax(d|0,e|0,-1,-1)|0;d=b&d;e=z&e;b=f+8|0;c[f>>2]=(M|-1024)+(M<<6);if((d|0)==0&(e|0)==0)break;else f=b}}if((K>>>0>16777215|(K|0)==16777215&J>>>0>4294967295)&(0!=0|(i|0)!=0)){h=kx(0,i|0,9)|0;h=m&h;g=n&z;kx(0,i|0,7)|0;e=z&2130706432&n;f=kx(0,i|0,8)|0;f=f&J&j;d=z&K&k;if(!((h|0)==0&(g|0)==0)){i=b;while(1){L=Sa(h|0,g|0,0)|0;M=ax(h|0,g|0,-1,-1)|0;h=M&h;g=z&g;M=L<<6;c[i>>2]=L+28096+M;c[i+8>>2]=L+24e3+M;c[i+16>>2]=L+19904+M;b=i+32|0;c[i+24>>2]=L+15808+M;if((h|0)==0&(g|0)==0)break;else i=b}}if(!(0==0&(e|0)==0)){g=b;h=0;while(1){L=Sa(h|0,e|0,0)|0;M=ax(h|0,e|0,-1,-1)|0;h=M&h;e=z&e;M=L<<6;c[g>>2]=L+28224+M;c[g+8>>2]=L+24128+M;c[g+16>>2]=L+20032+M;b=g+32|0;c[g+24>>2]=L+15936+M;if((h|0)==0&(e|0)==0)break;else g=b}}if(!((f|0)==0&(d|0)==0))while(1){L=Sa(f|0,d|0,0)|0;M=ax(f|0,d|0,-1,-1)|0;f=M&f;d=z&d;M=L<<6;c[b>>2]=(L|28160)+M;c[b+8>>2]=(L|24064)+M;c[b+16>>2]=(L|19968)+M;e=b+32|0;c[b+24>>2]=(L|15872)+M;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=kx(o|0,l|0,9)|0;g=g&-16843264&m;f=z&16711422&n;e=kx(o|0,l|0,7)|0;e=e&2139062016&m;d=z&8355711&n;if(!((g|0)==0&(f|0)==0)){h=b;while(1){M=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=M+-576+(M<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){M=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=M+-448+(M<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[N+44>>2]|0;if(((d|0)!=64?(N=45760+(d+-8<<3)|0,!((c[N>>2]&J|0)==0?(c[N+4>>2]&K|0)==0:0)):0)?(w=123904+(d<<3)|0,u=c[w>>2]&o,w=c[w+4>>2]&p,!((u|0)==0&(w|0)==0)):0){g=d+8192|0;f=u;d=w;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&J;h=c[h+4>>2]&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&J;h=c[h+4>>2]&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&J;h=c[h+4>>2]&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1680|0;e=c[d>>2]|0;if((e|0)==64){a=b;return a|0}do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;N=c[125952+(e*24|0)+16>>2]|0;M=125952+(e*24|0)|0;a=125952+(e*24|0)+8|0;a=gx(c[M>>2]&q|0,c[M+4>>2]&r|0,c[a>>2]|0,c[a+4>>2]|0)|0;a=jx(a|0,z|0,55)|0;a=N+(a<<3)|0;f=(c[a>>2]|f)&J;h=(c[a+4>>2]|h)&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){a=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=a+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);return b|0}else{o=a+328|0;i=t;l=c[i>>2]&c[o>>2];o=c[i+4>>2]&c[o+4>>2];i=l&65280;p=l&-65281;r=a+320|0;n=122368+(c[a+3984>>2]<<3)|0;m=c[r>>2]&J&~c[n>>2];n=c[r+4>>2]&K&~c[n+4>>2];r=a+256|0;q=c[r>>2]|0;r=c[r+4>>2]|0;j=~q;k=~r;e=jx(p|0,o|0,8)|0;e=e&j;f=z&k;jx(e|0,f|0,8)|0;e=e&J;f=f&K;d=K&255&k&z;if(!((e|0)==0&(f|0)==0)){g=b;while(1){M=Sa(e|0,f|0,0)|0;b=ax(e|0,f|0,-1,-1)|0;e=b&e;f=z&f;b=g+8|0;c[g>>2]=(M|512)+(M<<6);if((e|0)==0&(f|0)==0)break;else g=b}}if(!(0==0&(d|0)==0)){e=b;f=0;while(1){M=Sa(f|0,d|0,0)|0;b=ax(f|0,d|0,-1,-1)|0;f=b&f;d=z&d;b=e+8|0;c[e>>2]=(M|1024)+(M<<6);if((f|0)==0&(d|0)==0)break;else e=b}}if(!((J&255|0)==0&0==0|(i|0)==0&0==0)){h=jx(i|0,0,9)|0;h=m&h;g=n&z;e=jx(i|0,0,7)|0;e=e&254&m;f=jx(i|0,0,8)|0;f=f&J&j;d=z&K&k;if(!((h|0)==0&(g|0)==0)){i=b;while(1){L=Sa(h|0,g|0,0)|0;M=ax(h|0,g|0,-1,-1)|0;h=M&h;g=z&g;M=L<<6;c[i>>2]=L+29248+M;c[i+8>>2]=L+25152+M;c[i+16>>2]=L+21056+M;b=i+32|0;c[i+24>>2]=L+16960+M;if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){L=Sa(e|0,g|0,0)|0;M=ax(e|0,g|0,-1,-1)|0;e=M&e;g=z&g;M=L<<6;c[h>>2]=L+29120+M;c[h+8>>2]=L+25024+M;c[h+16>>2]=L+20928+M;b=h+32|0;c[h+24>>2]=L+16832+M;if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){L=Sa(f|0,d|0,0)|0;M=ax(f|0,d|0,-1,-1)|0;f=M&f;d=z&d;M=L<<6;c[b>>2]=(L|29184)+M;c[b+8>>2]=(L|25088)+M;c[b+16>>2]=(L|20992)+M;e=b+32|0;c[b+24>>2]=(L|16896)+M;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(l|0,o|0,9)|0;g=g&2139062016&m;f=z&8355711&n;e=jx(l|0,o|0,7)|0;e=e&-16843264&m;d=z&16711422&n;if(!((g|0)==0&(f|0)==0)){h=b;while(1){M=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=M+576+(M<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){M=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=M+448+(M<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[N+44>>2]|0;if(((d|0)!=64?(N=45760+(d+8<<3)|0,!((c[N>>2]&J|0)==0?(c[N+4>>2]&K|0)==0:0)):0)?(x=123392+(d<<3)|0,v=c[x>>2]&p,x=c[x+4>>2]&o,!((v|0)==0&(x|0)==0)):0){g=d+8192|0;f=v;d=x;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&J;h=c[h+4>>2]&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&J;h=c[h+4>>2]&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&J;h=c[h+4>>2]&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3728|0;e=c[d>>2]|0;if((e|0)==64){a=b;return a|0}do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;N=c[125952+(e*24|0)+16>>2]|0;M=125952+(e*24|0)|0;a=125952+(e*24|0)+8|0;a=gx(c[M>>2]&q|0,c[M+4>>2]&r|0,c[a>>2]|0,c[a+4>>2]|0)|0;a=jx(a|0,z|0,55)|0;a=N+(a<<3)|0;f=(c[a>>2]|f)&J;h=(c[a+4>>2]|h)&K;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){a=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=a+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);return b|0}v=45760+(e<<3)|0;u=c[v>>2]|J;v=c[v+4>>2]|K;if((m|0)==3)if(!s){l=a+320|0;i=t;o=c[i>>2]&c[l>>2];l=c[i+4>>2]&c[l+4>>2];i=l&16711680;p=l&-16711681;n=a+328|0;m=c[n>>2]&u;n=c[n+4>>2]&v;r=a+256|0;q=c[r>>2]|0;r=c[r+4>>2]|0;j=~q;k=~r;e=kx(o|0,p|0,8)|0;e=e&j;f=z&k;d=kx(e|0,f|0,8)|0;e=e&u;f=f&v;d=u&-16777216&j&d;if(!((e|0)==0&(f|0)==0)){g=b;while(1){K=Sa(e|0,f|0,0)|0;b=ax(e|0,f|0,-1,-1)|0;e=b&e;f=z&f;b=g+8|0;c[g>>2]=(K|-512)+(K<<6);if((e|0)==0&(f|0)==0)break;else g=b}}if(!((d|0)==0&0==0)){f=b;e=0;while(1){K=Sa(d|0,e|0,0)|0;b=ax(d|0,e|0,-1,-1)|0;d=b&d;e=z&e;b=f+8|0;c[f>>2]=(K|-1024)+(K<<6);if((d|0)==0&(e|0)==0)break;else f=b}}if((v>>>0>16777215|(v|0)==16777215&u>>>0>4294967295)&(0!=0|(i|0)!=0)){h=kx(0,i|0,9)|0;h=h&m;g=z&n;kx(0,i|0,7)|0;e=n&2130706432&z;f=kx(0,i|0,8)|0;f=u&j&f;d=v&k&z;if(!((h|0)==0&(g|0)==0)){i=b;while(1){J=Sa(h|0,g|0,0)|0;K=ax(h|0,g|0,-1,-1)|0;h=K&h;g=z&g;K=J<<6;c[i>>2]=J+28096+K;c[i+8>>2]=J+24e3+K;c[i+16>>2]=J+19904+K;b=i+32|0;c[i+24>>2]=J+15808+K;if((h|0)==0&(g|0)==0)break;else i=b}}if(!(0==0&(e|0)==0)){g=b;h=0;while(1){J=Sa(h|0,e|0,0)|0;K=ax(h|0,e|0,-1,-1)|0;h=K&h;e=z&e;K=J<<6;c[g>>2]=J+28224+K;c[g+8>>2]=J+24128+K;c[g+16>>2]=J+20032+K;b=g+32|0;c[g+24>>2]=J+15936+K;if((h|0)==0&(e|0)==0)break;else g=b}}if(!((f|0)==0&(d|0)==0))while(1){J=Sa(f|0,d|0,0)|0;K=ax(f|0,d|0,-1,-1)|0;f=K&f;d=z&d;K=J<<6;c[b>>2]=(J|28160)+K;c[b+8>>2]=(J|24064)+K;c[b+16>>2]=(J|19968)+K;e=b+32|0;c[b+24>>2]=(J|15872)+K;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=kx(o|0,l|0,9)|0;g=g&-16843264&m;f=z&16711422&n;e=kx(o|0,l|0,7)|0;e=e&2139062016&m;d=z&8355711&n;if(!((g|0)==0&(f|0)==0)){h=b;while(1){K=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=K+-576+(K<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){K=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=K+-448+(K<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[N+44>>2]|0;if(((d|0)!=64?(N=45760+(d+-8<<3)|0,!((c[N>>2]&u|0)==0?(c[N+4>>2]&v|0)==0:0)):0)?(B=123904+(d<<3)|0,y=c[B>>2]&o,B=c[B+4>>2]&p,!((y|0)==0&(B|0)==0)):0){g=d+8192|0;f=y;d=B;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1680|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;K=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[K>>2]&q|0,c[K+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;K=c[125952+(e*24|0)+16>>2]|0;J=125952+(e*24|0)|0;N=125952+(e*24|0)+8|0;N=gx(c[J>>2]&q|0,c[J+4>>2]&r|0,c[N>>2]|0,c[N+4>>2]|0)|0;N=jx(N|0,z|0,55)|0;N=K+(N<<3)|0;f=(c[N>>2]|f)&u;h=(c[N+4>>2]|h)&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);if(!(c[a+4496>>2]|0)){a=b;return a|0}f=L^u;d=M^v;e=f&-256;g=d&16777215;if((c[a+4500>>2]|0)!=0&((e|0)!=0|(g|0)!=0))while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=(N|36864)+64;if((e|0)==0&(g|0)==0){b=h;break}else b=h}i=(f|0)!=0|(d|0)!=0;if(i&(c[a+4504>>2]|0)!=0){e=f;g=d;while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=N|36992;if((e|0)==0&(g|0)==0){b=h;break}else b=h}}if(i&(c[a+4508>>2]|0)!=0){e=f;g=d;while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=(N|36864)+192;if((e|0)==0&(g|0)==0){b=h;break}else b=h}}if(i&(c[a+4512>>2]|0)!=0){e=f;g=d;while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=N|37120;if((e|0)==0&(g|0)==0){b=h;break}else b=h}}if(!(i&(c[a+4516>>2]|0)!=0)){a=b;return a|0}while(1){a=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(a|36864)+320;if((f|0)==0&(d|0)==0){b=e;break}else b=e}return b|0}else{o=a+328|0;i=t;l=c[i>>2]&c[o>>2];o=c[i+4>>2]&c[o+4>>2];i=l&65280;p=l&-65281;n=a+320|0;m=c[n>>2]&u;n=c[n+4>>2]&v;r=a+256|0;q=c[r>>2]|0;r=c[r+4>>2]|0;j=~q;k=~r;e=jx(p|0,o|0,8)|0;e=e&j;f=z&k;jx(e|0,f|0,8)|0;e=e&u;f=f&v;d=v&255&k&z;if(!((e|0)==0&(f|0)==0)){g=b;while(1){K=Sa(e|0,f|0,0)|0;b=ax(e|0,f|0,-1,-1)|0;e=b&e;f=z&f;b=g+8|0;c[g>>2]=(K|512)+(K<<6);if((e|0)==0&(f|0)==0)break;else g=b}}if(!(0==0&(d|0)==0)){e=b;f=0;while(1){K=Sa(f|0,d|0,0)|0;b=ax(f|0,d|0,-1,-1)|0;f=b&f;d=z&d;b=e+8|0;c[e>>2]=(K|1024)+(K<<6);if((f|0)==0&(d|0)==0)break;else e=b}}if(!((u&255|0)==0&0==0|(i|0)==0&0==0)){h=jx(i|0,0,9)|0;h=h&m;g=z&n;e=jx(i|0,0,7)|0;e=m&254&e;f=jx(i|0,0,8)|0;f=u&j&f;d=v&k&z;if(!((h|0)==0&(g|0)==0)){i=b;while(1){J=Sa(h|0,g|0,0)|0;K=ax(h|0,g|0,-1,-1)|0;h=K&h;g=z&g;K=J<<6;c[i>>2]=J+29248+K;c[i+8>>2]=J+25152+K;c[i+16>>2]=J+21056+K;b=i+32|0;c[i+24>>2]=J+16960+K;if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){J=Sa(e|0,g|0,0)|0;K=ax(e|0,g|0,-1,-1)|0;e=K&e;g=z&g;K=J<<6;c[h>>2]=J+29120+K;c[h+8>>2]=J+25024+K;c[h+16>>2]=J+20928+K;b=h+32|0;c[h+24>>2]=J+16832+K;if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){J=Sa(f|0,d|0,0)|0;K=ax(f|0,d|0,-1,-1)|0;f=K&f;d=z&d;K=J<<6;c[b>>2]=(J|29184)+K;c[b+8>>2]=(J|25088)+K;c[b+16>>2]=(J|20992)+K;e=b+32|0;c[b+24>>2]=(J|16896)+K;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(l|0,o|0,9)|0;g=g&2139062016&m;f=z&8355711&n;e=jx(l|0,o|0,7)|0;e=e&-16843264&m;d=z&16711422&n;if(!((g|0)==0&(f|0)==0)){h=b;while(1){K=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=K+576+(K<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){K=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=K+448+(K<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[N+44>>2]|0;if(((d|0)!=64?(N=45760+(d+8<<3)|0,!((c[N>>2]&u|0)==0?(c[N+4>>2]&v|0)==0:0)):0)?(C=123392+(d<<3)|0,A=c[C>>2]&p,C=c[C+4>>2]&o,!((A|0)==0&(C|0)==0)):0){g=d+8192|0;f=A;d=C;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3728|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;K=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[K>>2]&q|0,c[K+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;K=c[125952+(e*24|0)+16>>2]|0;J=125952+(e*24|0)|0;N=125952+(e*24|0)+8|0;N=gx(c[J>>2]&q|0,c[J+4>>2]&r|0,c[N>>2]|0,c[N+4>>2]|0)|0;N=jx(N|0,z|0,55)|0;N=K+(N<<3)|0;f=(c[N>>2]|f)&u;h=(c[N+4>>2]|h)&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);if(!(c[a+4528>>2]|0)){a=b;return a|0}f=L^u;d=M^v;e=f&-256;g=d&16777215;if((c[a+4532>>2]|0)!=0&((e|0)!=0|(g|0)!=0))while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=(N|36864)+576;if((e|0)==0&(g|0)==0){b=h;break}else b=h}i=(f|0)!=0|(d|0)!=0;if(i&(c[a+4536>>2]|0)!=0){e=f;g=d;while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=N|37504;if((e|0)==0&(g|0)==0){b=h;break}else b=h}}if(i&(c[a+4540>>2]|0)!=0){e=f;g=d;while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=(N|36864)+704;if((e|0)==0&(g|0)==0){b=h;break}else b=h}}if(i&(c[a+4544>>2]|0)!=0){e=f;g=d;while(1){N=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=b+8|0;c[b>>2]=N|37632;if((e|0)==0&(g|0)==0){b=h;break}else b=h}}if(!(i&(c[a+4548>>2]|0)!=0)){a=b;return a|0}while(1){a=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(a|36864)+832;if((f|0)==0&(d|0)==0){b=e;break}else b=e}return b|0}e=(s|0)==0;if((m|0)==4)if(e){n=a+320|0;k=t;q=c[k>>2]&c[n>>2];n=c[k+4>>2]&c[n+4>>2];k=n&16711680;r=n&-16711681;p=a+328|0;o=c[p>>2]&u;p=c[p+4>>2]&v;t=a+256|0;s=c[t>>2]|0;t=c[t+4>>2]|0;l=~s;m=~t;g=kx(q|0,r|0,8)|0;g=g&l;h=z&m;e=kx(g|0,h|0,8)|0;g=g&u;h=h&v;e=u&-65536&l&e;if(!((g|0)==0&(h|0)==0)){i=b;while(1){M=Sa(g|0,h|0,0)|0;b=ax(g|0,h|0,-1,-1)|0;g=b&g;h=z&h;b=i+8|0;c[i>>2]=(M|-512)+(M<<6);if((g|0)==0&(h|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){M=Sa(e|0,g|0,0)|0;b=ax(e|0,g|0,-1,-1)|0;e=b&e;g=z&g;b=h+8|0;c[h>>2]=(M|-1024)+(M<<6);if((e|0)==0&(g|0)==0)break;else h=b}}if((v>>>0>16777215|(v|0)==16777215&u>>>0>4294967295)&(0!=0|(k|0)!=0)){j=kx(0,k|0,9)|0;j=j&o;i=z&p;kx(0,k|0,7)|0;g=p&2130706432&z;h=kx(0,k|0,8)|0;h=u&l&h;e=v&m&z;if(!((j|0)==0&(i|0)==0)){k=b;while(1){L=Sa(j|0,i|0,0)|0;M=ax(j|0,i|0,-1,-1)|0;j=M&j;i=z&i;M=L<<6;c[k>>2]=L+28096+M;c[k+8>>2]=L+24e3+M;c[k+16>>2]=L+19904+M;b=k+32|0;c[k+24>>2]=L+15808+M;if((j|0)==0&(i|0)==0)break;else k=b}}if(!(0==0&(g|0)==0)){i=b;j=0;while(1){L=Sa(j|0,g|0,0)|0;M=ax(j|0,g|0,-1,-1)|0;j=M&j;g=z&g;M=L<<6;c[i>>2]=L+28224+M;c[i+8>>2]=L+24128+M;c[i+16>>2]=L+20032+M;b=i+32|0;c[i+24>>2]=L+15936+M;if((j|0)==0&(g|0)==0)break;else i=b}}if(!((h|0)==0&(e|0)==0))while(1){L=Sa(h|0,e|0,0)|0;M=ax(h|0,e|0,-1,-1)|0;h=M&h;e=z&e;M=L<<6;c[b>>2]=(L|28160)+M;c[b+8>>2]=(L|24064)+M;c[b+16>>2]=(L|19968)+M;g=b+32|0;c[b+24>>2]=(L|15872)+M;if((h|0)==0&(e|0)==0){b=g;break}else b=g}}i=kx(q|0,n|0,9)|0;i=i&-16843264&o;h=z&16711422&p;g=kx(q|0,n|0,7)|0;g=g&2139062016&o;e=z&8355711&p;if(!((i|0)==0&(h|0)==0)){j=b;while(1){M=Sa(i|0,h|0,0)|0;b=ax(i|0,h|0,-1,-1)|0;i=b&i;h=z&h;b=j+8|0;c[j>>2]=M+-576+(M<<6);if((i|0)==0&(h|0)==0)break;else j=b}}if(!((g|0)==0&(e|0)==0)){h=b;while(1){M=Sa(g|0,e|0,0)|0;b=ax(g|0,e|0,-1,-1)|0;g=b&g;e=z&e;b=h+8|0;c[h>>2]=M+-448+(M<<6);if((g|0)==0&(e|0)==0)break;else h=b}}e=c[N+44>>2]|0;if(((e|0)!=64?(N=45760+(e+-8<<3)|0,!((c[N>>2]&u|0)==0?(c[N+4>>2]&v|0)==0:0)):0)?(d=123904+(e<<3)|0,f=c[d>>2]&q,d=c[d+4>>2]&r,!((f|0)==0&(d|0)==0)):0){g=e+8192|0;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&s|0,c[N+4>>2]&t|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&s|0,c[N+4>>2]&t|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1680|0;e=c[d>>2]|0;if((e|0)==64){a=b;return a|0}do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&s|0,c[N+4>>2]&t|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;N=c[125952+(e*24|0)+16>>2]|0;M=125952+(e*24|0)|0;a=125952+(e*24|0)+8|0;a=gx(c[M>>2]&s|0,c[M+4>>2]&t|0,c[a>>2]|0,c[a+4>>2]|0)|0;a=jx(a|0,z|0,55)|0;a=N+(a<<3)|0;f=(c[a>>2]|f)&u;h=(c[a+4>>2]|h)&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){a=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=a+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);return b|0}else{o=a+328|0;i=t;l=c[i>>2]&c[o>>2];o=c[i+4>>2]&c[o+4>>2];i=l&65280;p=l&-65281;n=a+320|0;m=c[n>>2]&u;n=c[n+4>>2]&v;r=a+256|0;q=c[r>>2]|0;r=c[r+4>>2]|0;j=~q;k=~r;e=jx(p|0,o|0,8)|0;e=e&j;f=z&k;jx(e|0,f|0,8)|0;e=e&u;f=f&v;d=v&65535&k&z;if(!((e|0)==0&(f|0)==0)){g=b;while(1){M=Sa(e|0,f|0,0)|0;b=ax(e|0,f|0,-1,-1)|0;e=b&e;f=z&f;b=g+8|0;c[g>>2]=(M|512)+(M<<6);if((e|0)==0&(f|0)==0)break;else g=b}}if(!(0==0&(d|0)==0)){e=b;f=0;while(1){M=Sa(f|0,d|0,0)|0;b=ax(f|0,d|0,-1,-1)|0;f=b&f;d=z&d;b=e+8|0;c[e>>2]=(M|1024)+(M<<6);if((f|0)==0&(d|0)==0)break;else e=b}}if(!((u&255|0)==0&0==0|(i|0)==0&0==0)){h=jx(i|0,0,9)|0;h=h&m;g=z&n;e=jx(i|0,0,7)|0;e=m&254&e;f=jx(i|0,0,8)|0;f=u&j&f;d=v&k&z;if(!((h|0)==0&(g|0)==0)){i=b;while(1){L=Sa(h|0,g|0,0)|0;M=ax(h|0,g|0,-1,-1)|0;h=M&h;g=z&g;M=L<<6;c[i>>2]=L+29248+M;c[i+8>>2]=L+25152+M;c[i+16>>2]=L+21056+M;b=i+32|0;c[i+24>>2]=L+16960+M;if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){L=Sa(e|0,g|0,0)|0;M=ax(e|0,g|0,-1,-1)|0;e=M&e;g=z&g;M=L<<6;c[h>>2]=L+29120+M;c[h+8>>2]=L+25024+M;c[h+16>>2]=L+20928+M;b=h+32|0;c[h+24>>2]=L+16832+M;if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){L=Sa(f|0,d|0,0)|0;M=ax(f|0,d|0,-1,-1)|0;f=M&f;d=z&d;M=L<<6;c[b>>2]=(L|29184)+M;c[b+8>>2]=(L|25088)+M;c[b+16>>2]=(L|20992)+M;e=b+32|0;c[b+24>>2]=(L|16896)+M;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(l|0,o|0,9)|0;g=g&2139062016&m;f=z&8355711&n;e=jx(l|0,o|0,7)|0;e=e&-16843264&m;d=z&16711422&n;if(!((g|0)==0&(f|0)==0)){h=b;while(1){M=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=M+576+(M<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){M=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=M+448+(M<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[N+44>>2]|0;if(((d|0)!=64?(N=45760+(d+8<<3)|0,!((c[N>>2]&u|0)==0?(c[N+4>>2]&v|0)==0:0)):0)?(G=123392+(d<<3)|0,D=c[G>>2]&p,G=c[G+4>>2]&o,!((D|0)==0&(G|0)==0)):0){g=d+8192|0;f=D;d=G;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3728|0;e=c[d>>2]|0;if((e|0)==64){a=b;return a|0}do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;N=c[125952+(e*24|0)+16>>2]|0;M=125952+(e*24|0)|0;a=125952+(e*24|0)+8|0;a=gx(c[M>>2]&q|0,c[M+4>>2]&r|0,c[a>>2]|0,c[a+4>>2]|0)|0;a=jx(a|0,z|0,55)|0;a=N+(a<<3)|0;f=(c[a>>2]|f)&u;h=(c[a+4>>2]|h)&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){a=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=a+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);return b|0}else if(e){l=a+320|0;i=t;o=c[i>>2]&c[l>>2];l=c[i+4>>2]&c[l+4>>2];i=l&16711680;p=l&-16711681;n=a+328|0;m=c[n>>2]&u;n=c[n+4>>2]&v;r=a+256|0;q=c[r>>2]|0;r=c[r+4>>2]|0;j=~q;k=~r;e=kx(o|0,p|0,8)|0;e=e&j;f=z&k;d=kx(e|0,f|0,8)|0;e=e&u;f=f&v;d=u&-16777216&j&d;if(!((e|0)==0&(f|0)==0)){g=b;while(1){M=Sa(e|0,f|0,0)|0;b=ax(e|0,f|0,-1,-1)|0;e=b&e;f=z&f;b=g+8|0;c[g>>2]=(M|-512)+(M<<6);if((e|0)==0&(f|0)==0)break;else g=b}}if(!((d|0)==0&0==0)){f=b;e=0;while(1){M=Sa(d|0,e|0,0)|0;b=ax(d|0,e|0,-1,-1)|0;d=b&d;e=z&e;b=f+8|0;c[f>>2]=(M|-1024)+(M<<6);if((d|0)==0&(e|0)==0)break;else f=b}}if((v>>>0>16777215|(v|0)==16777215&u>>>0>4294967295)&(0!=0|(i|0)!=0)){h=kx(0,i|0,9)|0;h=h&m;g=z&n;kx(0,i|0,7)|0;e=n&2130706432&z;f=kx(0,i|0,8)|0;f=u&j&f;d=v&k&z;if(!((h|0)==0&(g|0)==0)){i=b;while(1){L=Sa(h|0,g|0,0)|0;M=ax(h|0,g|0,-1,-1)|0;h=M&h;g=z&g;M=L<<6;c[i>>2]=L+28096+M;c[i+8>>2]=L+24e3+M;c[i+16>>2]=L+19904+M;b=i+32|0;c[i+24>>2]=L+15808+M;if((h|0)==0&(g|0)==0)break;else i=b}}if(!(0==0&(e|0)==0)){g=b;h=0;while(1){L=Sa(h|0,e|0,0)|0;M=ax(h|0,e|0,-1,-1)|0;h=M&h;e=z&e;M=L<<6;c[g>>2]=L+28224+M;c[g+8>>2]=L+24128+M;c[g+16>>2]=L+20032+M;b=g+32|0;c[g+24>>2]=L+15936+M;if((h|0)==0&(e|0)==0)break;else g=b}}if(!((f|0)==0&(d|0)==0))while(1){L=Sa(f|0,d|0,0)|0;M=ax(f|0,d|0,-1,-1)|0;f=M&f;d=z&d;M=L<<6;c[b>>2]=(L|28160)+M;c[b+8>>2]=(L|24064)+M;c[b+16>>2]=(L|19968)+M;e=b+32|0;c[b+24>>2]=(L|15872)+M;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=kx(o|0,l|0,9)|0;g=g&-16843264&m;f=z&16711422&n;e=kx(o|0,l|0,7)|0;e=e&2139062016&m;d=z&8355711&n;if(!((g|0)==0&(f|0)==0)){h=b;while(1){M=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=M+-576+(M<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){M=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=M+-448+(M<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[N+44>>2]|0;if(((d|0)!=64?(N=45760+(d+-8<<3)|0,!((c[N>>2]&u|0)==0?(c[N+4>>2]&v|0)==0:0)):0)?(H=123904+(d<<3)|0,E=c[H>>2]&o,H=c[H+4>>2]&p,!((E|0)==0&(H|0)==0)):0){g=d+8192|0;f=E;d=H;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1680|0;e=c[d>>2]|0;if((e|0)==64){a=b;return a|0}do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;N=c[125952+(e*24|0)+16>>2]|0;M=125952+(e*24|0)|0;a=125952+(e*24|0)+8|0;a=gx(c[M>>2]&q|0,c[M+4>>2]&r|0,c[a>>2]|0,c[a+4>>2]|0)|0;a=jx(a|0,z|0,55)|0;a=N+(a<<3)|0;f=(c[a>>2]|f)&u;h=(c[a+4>>2]|h)&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){a=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=a+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);return b|0}else{o=a+328|0;i=t;l=c[i>>2]&c[o>>2];o=c[i+4>>2]&c[o+4>>2];i=l&65280;p=l&-65281;n=a+320|0;m=c[n>>2]&u;n=c[n+4>>2]&v;r=a+256|0;q=c[r>>2]|0;r=c[r+4>>2]|0;j=~q;k=~r;e=jx(p|0,o|0,8)|0;e=e&j;f=z&k;jx(e|0,f|0,8)|0;e=e&u;f=f&v;d=v&255&k&z;if(!((e|0)==0&(f|0)==0))while(1){M=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=b+8|0;c[b>>2]=(M|512)+(M<<6);if((e|0)==0&(f|0)==0){b=g;break}else b=g}if(!(0==0&(d|0)==0)){f=0;while(1){M=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(M|1024)+(M<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}if(!((u&255|0)==0&0==0|(i|0)==0&0==0)){h=jx(i|0,0,9)|0;h=h&m;g=z&n;e=jx(i|0,0,7)|0;e=m&254&e;f=jx(i|0,0,8)|0;f=u&j&f;d=v&k&z;if(!((h|0)==0&(g|0)==0)){i=b;while(1){L=Sa(h|0,g|0,0)|0;M=ax(h|0,g|0,-1,-1)|0;h=M&h;g=z&g;M=L<<6;c[i>>2]=L+29248+M;c[i+8>>2]=L+25152+M;c[i+16>>2]=L+21056+M;b=i+32|0;c[i+24>>2]=L+16960+M;if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){L=Sa(e|0,g|0,0)|0;M=ax(e|0,g|0,-1,-1)|0;e=M&e;g=z&g;M=L<<6;c[h>>2]=L+29120+M;c[h+8>>2]=L+25024+M;c[h+16>>2]=L+20928+M;b=h+32|0;c[h+24>>2]=L+16832+M;if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){L=Sa(f|0,d|0,0)|0;M=ax(f|0,d|0,-1,-1)|0;f=M&f;d=z&d;M=L<<6;c[b>>2]=(L|29184)+M;c[b+8>>2]=(L|25088)+M;c[b+16>>2]=(L|20992)+M;e=b+32|0;c[b+24>>2]=(L|16896)+M;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}h=jx(l|0,o|0,9)|0;h=h&2139062016&m;e=z&8355711&n;f=jx(l|0,o|0,7)|0;f=f&-16843264&m;d=z&16711422&n;if(!((h|0)==0&(e|0)==0))while(1){M=Sa(h|0,e|0,0)|0;g=ax(h|0,e|0,-1,-1)|0;h=g&h;e=z&e;g=b+8|0;c[b>>2]=M+576+(M<<6);if((h|0)==0&(e|0)==0){b=g;break}else b=g}if(!((f|0)==0&(d|0)==0))while(1){M=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=M+448+(M<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}d=c[N+44>>2]|0;if(((d|0)!=64?(N=45760+(d+8<<3)|0,!((c[N>>2]&u|0)==0?(c[N+4>>2]&v|0)==0:0)):0)?(I=123392+(d<<3)|0,F=c[I>>2]&p,I=c[I+4>>2]&o,!((F|0)==0&(I|0)==0)):0){g=d+8192|0;f=F;d=I;while(1){N=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(N<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){N=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=N+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[125952+(e*24|0)+16>>2]|0;N=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){N=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=N+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64)do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&u;h=c[h+4>>2]&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){N=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=N+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3728|0;e=c[d>>2]|0;if((e|0)==64){a=b;return a|0}do{f=c[124416+(e*24|0)+16>>2]|0;N=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[N>>2]&q|0,c[N+4>>2]&r|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;N=c[125952+(e*24|0)+16>>2]|0;M=125952+(e*24|0)|0;a=125952+(e*24|0)+8|0;a=gx(c[M>>2]&q|0,c[M+4>>2]&r|0,c[a>>2]|0,c[a+4>>2]|0)|0;a=jx(a|0,z|0,55)|0;a=N+(a<<3)|0;f=(c[a>>2]|f)&u;h=(c[a+4>>2]|h)&v;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){a=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=a+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);return b|0}return 0}function de(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0;if(qc(a)|0){k=b;return k|0}d=c[a+5340>>2]|0;e=c[a+5352>>2]|0;i=e+336+(d<<3)|0;g=a+320+(d<<3)|0;j=a+5360|0;h=c[j>>2]|0;i=(h|0)==6|(c[g>>2]&c[i>>2]|0?1:(c[g+4>>2]&c[i+4>>2]|0)!=0);d=d<<3|6;switch(h|0){case 4:{if(!(c[a+336+(d<<2)>>2]|0))h=64;else k=5;break}case 1:{if(!(c[a+336+(d<<2)>>2]|0))h=64;else k=5;break}default:k=5}if((k|0)==5)h=c[a+400+(d<<8)>>2]|0;g=e+56|0;if((c[g>>2]|0)==0&(c[g+4>>2]|0)==0)d=ae(a,b)|0;else d=ce(a,b)|0;if((d|0)==(b|0)){k=b;return k|0}a:while(1){b:do if(i){f=b;while(1){b=c[f>>2]|0;c:do if(!((c[j>>2]|0)==3&(b&61440|0)==36864)){if(!(Le(a,b)|0)){b=f;e=f;break b}if((c[j>>2]|0)==2){e=c[f>>2]|0;b=e&49152;d:do if((b|0)==49152?1:(c[a+((e&63)<<2)>>2]|0)==0){if((b|0)!=32768)break c;b=e&12288;if(b<<16>>16<8192)switch(b<<16>>16){case 4096:break c;default:break d}else switch(b<<16>>16){case 8192:break c;default:break d}}while(0);if(!(Le(a,e)|0)){b=f;e=f;break b}}}while(0);f=f+8|0;if((f|0)==(d|0)){k=34;break a}}}else{g=b;while(1){f=c[g>>2]|0;b=(f&49152|0)==32768;if(b)e=(f&12288|0)==4096?64:f>>>6&63;else e=f>>>6&63;e:do if((e|0)!=(h|0)){if(b){b=f&12288;if(b<<16>>16<8192)switch(b<<16>>16){case 4096:break e;default:{k=25;break e}}else switch(b<<16>>16){case 8192:break e;default:{k=25;break e}}}}else k=25;while(0);if(((k|0)==25?(k=0,!((c[j>>2]|0)==3&(f&61440|0)==36864)):0)?!(Le(a,f)|0):0){b=g;e=g;break b}f:do if((c[j>>2]|0)==2){e=c[g>>2]|0;b=e&49152;g:do if((b|0)==49152?1:(c[a+((e&63)<<2)>>2]|0)==0){if((b|0)!=32768)break f;b=e&12288;if(b<<16>>16<8192)switch(b<<16>>16){case 4096:break f;default:break g}else switch(b<<16>>16){case 8192:break f;default:break g}}while(0);if(!(Le(a,e)|0)){b=g;e=g;break b}}while(0);g=g+8|0;if((g|0)==(d|0)){k=34;break a}}}while(0);c[e>>2]=c[d+-8>>2];d=d+-8|0;if((b|0)==(d|0)){d=b;k=34;break}}if((k|0)==34)return d|0;return 0}function ee(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240413]=d;c[240412]=d;c[240414]=d+96;Mv(d,g);d=(c[240413]|0)+12|0;c[240413]=d;Mv(d,p);d=(c[240413]|0)+12|0;c[240413]=d;Mv(d,i);d=(c[240413]|0)+12|0;c[240413]=d;Mv(d,k);d=(c[240413]|0)+12|0;c[240413]=d;Mv(d,n);d=g+60|0;e=(c[240413]|0)+12|0;c[240413]=e;Mv(e,d);e=g+72|0;s=(c[240413]|0)+12|0;c[240413]=s;Mv(s,e);s=(c[240413]|0)+12|0;c[240413]=s;Mv(s,b);c[240413]=(c[240413]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function fe(a,b,d,e,f,g,h,i,j){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;c[a>>2]=b;c[a+4>>2]=f;c[a+8>>2]=g;c[a+12>>2]=h;c[a+20>>2]=c[j>>2];c[a+24>>2]=0;c[a+28>>2]=c[j+4>>2];c[a+32>>2]=0;c[a+36>>2]=i;c[a+40>>2]=0;c[a+72>>2]=e;e=(c[b+5352>>2]|0)+56|0;e=(c[e>>2]|0)!=0|(c[e+4>>2]|0)!=0?7:0;f=a+56|0;c[f>>2]=e;if(!d){d=0;b=e;a=a+16|0;c[a>>2]=d;d=(d|0)==0;d=d&1;d=b+d|0;c[f>>2]=d;return}b=Ne(b,d)|0;d=b?d:0;b=c[f>>2]|0;a=a+16|0;c[a>>2]=d;d=(d|0)==0;d=d&1;d=b+d|0;c[f>>2]=d;return}function ge(a,b,d,e,f,g,h,i){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;c[a>>2]=b;c[a+4>>2]=f;c[a+8>>2]=g;c[a+12>>2]=h;h=a+64|0;c[h>>2]=i;f=a+72|0;c[f>>2]=e;e=(c[b+5352>>2]|0)+56|0;g=a+56|0;c[g>>2]=(c[e>>2]|0)!=0|(c[e+4>>2]|0)!=0?7:13;do if((d|0)!=0?Ne(b,d)|0:0){if((c[f>>2]|0)<=-5?(d&63|0)!=(c[h>>2]|0):0){d=0;break}}else d=0;while(0);c[a+16>>2]=d;c[g>>2]=(c[g>>2]|0)+((d|0)==0&1);return}function he(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0;c[a>>2]=b;c[a+8>>2]=f;g=a+68|0;c[g>>2]=e;h=a+56|0;c[h>>2]=10;a:do if((d|0)!=0?Ne(b,d)|0:0){e=c[a>>2]|0;f=d&49152;b:do if((f|0)==49152?1:(c[e+((d&63)<<2)>>2]|0)==0){if((f|0)!=32768){f=0;break a}f=d&12288;if(f<<16>>16<8192)switch(f<<16>>16){case 4096:{f=0;break a}default:break b}else switch(f<<16>>16){case 8192:{f=0;break a}default:break b}}while(0);f=We(e,d,c[g>>2]|0)|0;f=f?d:0}else f=0;while(0);c[a+16>>2]=f;c[h>>2]=(c[h>>2]|0)+((f|0)==0&1);return}function ie(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0;x=a+56|0;y=a+76|0;z=a+52|0;D=a+44|0;C=a+48|0;g=c[x>>2]|0;a:while(1){switch(g|0){case 10:case 13:case 7:case 0:{A=3;break a}case 2:{A=5;break a}case 3:{A=19;break a}case 4:{A=32;break a}case 5:{v=6;A=41;break a}case 6:{A=53;break a}case 8:{A=58;break a}case 9:{A=59;break a}case 12:{A=65;break a}case 15:{A=75;break a}case 16:{A=88;break a}case 17:{A=89;break a}case 14:case 11:case 1:break;default:{B=0;A=94;break a}}c[z>>2]=y;c[D>>2]=y;c[C>>2]=zd(c[a>>2]|0,y)|0;je(a);g=(c[x>>2]|0)+1|0;c[x>>2]=g}do if((A|0)==3){c[x>>2]=g+1;D=c[a+16>>2]|0;return D|0}else if((A|0)==5){e=c[D>>2]|0;f=c[C>>2]|0;k=a+60|0;b:do if(e>>>0<f>>>0){j=a+16|0;i=e;while(1){g=i+8|0;if((g|0)==(f|0))e=i;else{e=i;h=i;while(1){e=(c[e+4>>2]|0)<(c[h+12>>2]|0)?g:e;h=g+8|0;if((h|0)==(f|0))break;else{r=g;g=h;h=r}}}g=i;r=c[g>>2]|0;g=c[g+4>>2]|0;p=e;q=c[p+4>>2]|0;f=i;c[f>>2]=c[p>>2];c[f+4>>2]=q;f=e;c[f>>2]=r;c[f+4>>2]=g;f=c[D>>2]|0;e=f+8|0;c[D>>2]=e;g=c[f>>2]|0;c[k>>2]=g;if((g|0)!=(c[j>>2]|0)){r=We(c[a>>2]|0,g,(O(c[f+4>>2]|0,-55)|0)/1024|0)|0;e=c[k>>2]|0;if(r)break;r=c[z>>2]|0;c[z>>2]=r+8;c[r>>2]=e;e=c[D>>2]|0}f=c[C>>2]|0;if(e>>>0>=f>>>0){A=13;break b}else i=e}if(e|0){D=e;return D|0}}else A=13;while(0);if((A|0)==13)c[k>>2]=0;f=a+20|0;c[D>>2]=f;e=a+44|0;c[C>>2]=e;A=c[a+36>>2]|0;if(!((c[f>>2]|0)!=(A|0)?(c[a+28>>2]|0)!=(A|0):0)){e=a+36|0;c[C>>2]=e}c[x>>2]=(c[x>>2]|0)+1;A=20}else if((A|0)==19){k=a+60|0;f=c[D>>2]|0;e=c[C>>2]|0;A=20}else if((A|0)==53){d=c[D>>2]|0;w=c[C>>2]|0}else if((A|0)==58){c[D>>2]=y;c[C>>2]=ce(c[a>>2]|0,y)|0;le(a);c[x>>2]=(c[x>>2]|0)+1;A=59}else if((A|0)==65){d=c[D>>2]|0;e=c[C>>2]|0;j=a+60|0;c:do if(d>>>0<e>>>0){k=a+16|0;i=a+68|0;h=d;while(1){f=h+8|0;if((f|0)==(e|0))d=h;else{d=h;g=h;while(1){d=(c[d+4>>2]|0)<(c[g+12>>2]|0)?f:d;g=f+8|0;if((g|0)==(e|0))break;else{B=f;f=g;g=B}}}B=h;A=c[B>>2]|0;B=c[B+4>>2]|0;y=d;z=c[y+4>>2]|0;e=h;c[e>>2]=c[y>>2];c[e+4>>2]=z;e=d;c[e>>2]=A;c[e+4>>2]=B;e=c[D>>2]|0;d=e+8|0;c[D>>2]=d;e=c[e>>2]|0;c[j>>2]=e;if((e|0)!=(c[k>>2]|0)){if(We(c[a>>2]|0,e,c[i>>2]|0)|0)break;d=c[D>>2]|0}e=c[C>>2]|0;if(d>>>0>=e>>>0)break c;else h=d}D=c[j>>2]|0;return D|0}while(0);c[j>>2]=0;D=0;return D|0}else if((A|0)==75){g=c[D>>2]|0;h=c[C>>2]|0;m=a+60|0;d:do if(g>>>0<h>>>0){n=a+16|0;o=a+72|0;p=a+64|0;l=g;while(1){i=l+8|0;if((i|0)==(h|0))g=l;else{g=l;j=l;while(1){g=(c[g+4>>2]|0)<(c[j+12>>2]|0)?i:g;j=i+8|0;if((j|0)==(h|0))break;else{E=i;i=j;j=E}}}E=l;j=c[E>>2]|0;E=c[E+4>>2]|0;F=g;h=c[F+4>>2]|0;i=l;c[i>>2]=c[F>>2];c[i+4>>2]=h;c[g>>2]=j;c[g+4>>2]=E;g=c[D>>2]|0;l=g+8|0;c[D>>2]=l;g=c[g>>2]|0;c[m>>2]=g;if((g|0)!=(c[n>>2]|0)){h=c[o>>2]|0;if((h|0)>-5)break;if((g&63|0)==(c[p>>2]|0))break}h=c[C>>2]|0;if(l>>>0>=h>>>0){q=o;A=84;break d}}if(!g)r=h;else{F=g;return F|0}}else{q=a+72|0;A=84}while(0);if((A|0)==84){c[m>>2]=0;r=c[q>>2]|0}if(!r){c[x>>2]=(c[x>>2]|0)+1;A=88;break}else{F=0;return F|0}}else if((A|0)==89){u=c[C>>2]|0;A=90}else if((A|0)==94)return B|0;while(0);if((A|0)==20){e:do if(f>>>0<e>>>0){i=a+16|0;f:while(1){h=f+8|0;c[D>>2]=h;f=c[f>>2]|0;c[k>>2]=f;g:do if(!((f|0)==0?1:(f|0)==(c[i>>2]|0))?(s=c[a>>2]|0,t=f&49152,(t|0)==49152?1:(c[s+((f&63)<<2)>>2]|0)==0):0){h:do if((t|0)==32768){g=f&12288;if(g<<16>>16<8192)switch(g<<16>>16){case 4096:break h;default:{f=h;break g}}else switch(g<<16>>16){case 8192:break h;default:{f=h;break g}}}while(0);if(Ne(s,f)|0)break f;f=c[D>>2]|0;e=c[C>>2]|0}else f=h;while(0);if(f>>>0>=e>>>0){A=29;break e}}e=c[k>>2]|0;if(e|0){F=e;return F|0}}else A=29;while(0);if((A|0)==29)c[k>>2]=0;c[x>>2]=(c[x>>2]|0)+1;A=32}else if((A|0)==59){j=a+60|0;h=a+16|0;i=c[D>>2]|0;while(1){g=c[C>>2]|0;if(i>>>0>=g>>>0)break;e=i+8|0;if((e|0)==(g|0))d=i;else{d=i;f=i;while(1){d=(c[d+4>>2]|0)<(c[f+12>>2]|0)?e:d;f=e+8|0;if((f|0)==(g|0))break;else{F=e;e=f;f=F}}}F=i;E=c[F>>2]|0;F=c[F+4>>2]|0;y=d;z=c[y+4>>2]|0;a=i;c[a>>2]=c[y>>2];c[a+4>>2]=z;c[d>>2]=E;c[d+4>>2]=F;d=c[D>>2]|0;i=d+8|0;c[D>>2]=i;d=c[d>>2]|0;c[j>>2]=d;if((d|0)!=(c[h>>2]|0)){B=d;A=94;break}}if((A|0)==94)return B|0;c[j>>2]=0;F=0;return F|0}else if((A|0)==88){c[D>>2]=y;u=be(c[a>>2]|0,y)|0;c[C>>2]=u;c[x>>2]=(c[x>>2]|0)+1;A=90}if((A|0)==90){g=a+60|0;d=a+16|0;e=c[D>>2]|0;while(1){if(e>>>0>=u>>>0)break;f=e;e=e+8|0;c[D>>2]=e;f=c[f>>2]|0;c[g>>2]=f;if((f|0)!=(c[d>>2]|0)){B=f;A=94;break}}if((A|0)==94)return B|0;c[g>>2]=0;F=0;return F|0}if((A|0)==32){k=c[z>>2]|0;c[D>>2]=k;c[C>>2]=Dd(c[a>>2]|0,k)|0;ke(a);k=c[D>>2]|0;l=c[C>>2]|0;m=O(c[a+72>>2]|0,-4e3)|0;g=k;e=k;i:while(1){do{f=e;e=e+8|0;if(e>>>0>=l>>>0)break i}while((c[f+12>>2]|0)<(m|0));j=e;i=c[j>>2]|0;j=c[j+4>>2]|0;h=g+8|0;g=e;f=h;while(1){A=f;E=c[A+4>>2]|0;F=g;c[F>>2]=c[A>>2];c[F+4>>2]=E;if((f|0)==(k|0)){f=k;break}if((c[f+-4>>2]|0)<(j|0)){g=f;f=f+-8|0}else break}g=f;c[g>>2]=i;c[g+4>>2]=j;g=h}v=c[x>>2]|0;c[x>>2]=v+1;v=v+2|0;A=41}if((A|0)==41){j:do if(!b){d=c[D>>2]|0;f=c[C>>2]|0;g=a+60|0;do if(d>>>0<f>>>0){h=c[a+16>>2]|0;i=a+20|0;j=a+28|0;k=a+36|0;while(1){e=d;d=d+8|0;e=c[e>>2]|0;if((((e|0)!=(h|0)?(e|0)!=(c[i>>2]|0):0)?(e|0)!=(c[j>>2]|0):0)?(e|0)!=(c[k>>2]|0):0)break;if(d>>>0>=f>>>0){A=49;break}}if((A|0)==49){c[g>>2]=e;c[D>>2]=d;break}c[g>>2]=e;c[D>>2]=d;if(!e)break j;else B=e;return B|0}while(0);c[g>>2]=0}while(0);c[D>>2]=y;w=c[z>>2]|0;c[C>>2]=w;c[x>>2]=v;d=y}g=a+60|0;f=a+16|0;while(1){if(d>>>0>=w>>>0)break;e=d;d=d+8|0;c[D>>2]=d;e=c[e>>2]|0;c[g>>2]=e;if((e|0)!=(c[f>>2]|0)){B=e;A=94;break}}if((A|0)==94)return B|0;c[g>>2]=0;F=0;return F|0}function je(a){a=a|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;d=c[a+44>>2]|0;k=c[a+48>>2]|0;if((d|0)==(k|0))return;l=a+8|0;do{j=c[a>>2]|0;i=c[j+5360>>2]|0;switch(i|0){case 2:{f=c[d>>2]|0;e=f>>>6;if((f&61440|0)==36864)e=e&15;else e=c[j+((e&63)<<2)>>2]|0;e=Ve(j,f,e&7,f&63)|0;break}case 3:{i=c[d>>2]|0;f=i&63;g=c[j+(f<<2)>>2]|0;e=c[j+5340>>2]<<3;h=c[944732+(f<<8)+(c[j+400+((e^14)<<8)>>2]<<2)>>2]|0;e=c[944732+(f<<8)+(c[j+400+((e|6)<<8)>>2]<<2)>>2]|0;h=(O((e|0)<(h|0)?e:h,-200)|0)+(c[17800+(g<<2)>>2]|0)|0;e=i>>>6;if((i&61440|0)==36864)e=e&15;else e=c[j+((e&63)<<2)>>2]|0;e=h+(((b[(c[l>>2]|0)+(e<<10)+(f<<4)+((g&7)<<1)>>1]|0)/16|0)<<16>>16)|0;break}default:{m=c[d>>2]|0;f=m&63;g=c[j+(f<<2)>>2]|0;h=O(f>>>3^7,-200)|0;e=m>>>6;if((m&61440|0)==36864)e=e&15;else e=c[j+((e&63)<<2)>>2]|0;e=((i|0)==6?h:0)+(c[17416+(i<<7)+(g<<2)>>2]|0)+(((b[(c[l>>2]|0)+(e<<10)+(f<<4)+((g&7)<<1)>>1]|0)/16|0)<<16>>16)|0}}c[d+4>>2]=e;d=d+8|0}while((d|0)!=(k|0));return}function ke(a){a=a|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;d=c[a+44>>2]|0;q=c[a+48>>2]|0;if((d|0)==(q|0))return;r=a+4|0;s=a+12|0;do{k=c[a>>2]|0;l=c[d>>2]|0;m=(l&49152|0)==32768;if(m)i=(l&12288|0)==4096?l&63|4096:l&4095;else i=l&4095;j=c[s>>2]|0;e=(l&61440|0)==36864;n=l>>>6;if(e)h=n&15;else h=c[k+((n&63)<<2)>>2]|0;o=l&63;f=c[j+4>>2]|0;if(e){g=n&15;e=b[f+((n&15)<<7)+(o<<1)>>1]|0}else{g=c[k+((n&63)<<2)>>2]|0;e=b[f+(c[k+((n&63)<<2)>>2]<<7)+(o<<1)>>1]|0}p=d+4|0;c[p>>2]=(b[(c[j>>2]|0)+(h<<7)+(o<<1)>>1]|0)+(b[(c[r>>2]|0)+((c[k+5340>>2]|0)*8320|0)+(i<<1)>>1]|0)+e+(b[(c[j+12>>2]|0)+(g<<7)+(o<<1)>>1]|0);f=c[a>>2]|0;if((c[f+5360>>2]|0)==1){g=f+256|0;if(m)e=(l&12288|0)==4096?64:n&63;else e=n&63;n=45760+(e<<3)|0;n=Ke(f,o,c[n>>2]^c[g>>2],c[n+4>>2]^c[g+4>>2])|0;o=c[a>>2]|0;o=o+320+((c[o+5340>>2]^1)<<3)|0;if(!((c[o>>2]&n|0)==0?(c[o+4>>2]&z|0)==0:0)){c[p>>2]=(c[p>>2]|0)+268435456;f=c[a>>2]|0;e=c[d>>2]|0;if((e&49152|0)==32768)e=(e&12288|0)==4096?64:e>>>6&63;else e=e>>>6&63;n=f+256|0;n=Ke(f,e,c[n>>2]|0,c[n+4>>2]|0)|0;o=c[a>>2]|0;o=o+320+((c[o+5340>>2]^1)<<3)|0;if((c[o>>2]&n|0)==0?(c[o+4>>2]&z|0)==0:0)c[p>>2]=(c[p>>2]|0)+134217728}}d=d+8|0}while((d|0)!=(q|0));return}function le(a){a=a|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;d=c[a+44>>2]|0;j=c[a+48>>2]|0;if((d|0)==(j|0))return;k=a+4|0;l=a+12|0;do{i=c[a>>2]|0;h=c[d>>2]|0;g=h&63;f=c[i+(g<<2)>>2]|0;e=h&49152;a:do if((e|0)==49152|(f|0)==0){if((e|0)==32768){e=h&12288;if(e<<16>>16<8192)switch(e<<16>>16){case 4096:break;default:{m=7;break a}}else switch(e<<16>>16){case 8192:break;default:{m=7;break a}}f=(h&12288|0)==4096?g|4096:h&4095}else f=h&4095;e=h>>>6;if((h&61440|0)==36864)e=e&15;else e=c[i+((e&63)<<2)>>2]|0;e=(b[(c[k>>2]|0)+((c[i+5340>>2]|0)*8320|0)+(f<<1)>>1]|0)+-268435456+(b[(c[c[l>>2]>>2]|0)+(e<<7)+(g<<1)>>1]|0)|0}else m=7;while(0);if((m|0)==7){m=0;e=h>>>6;if((h&61440|0)==36864)e=e&15;else e=c[i+((e&63)<<2)>>2]|0;e=(c[17416+(c[i+5360>>2]<<7)+(f<<2)>>2]|0)-(e&7)|0}c[d+4>>2]=e;d=d+8|0}while((d|0)!=(j|0));return}function me(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240416]=d;c[240415]=d;c[240417]=d+96;Mv(d,g);d=(c[240416]|0)+12|0;c[240416]=d;Mv(d,p);d=(c[240416]|0)+12|0;c[240416]=d;Mv(d,i);d=(c[240416]|0)+12|0;c[240416]=d;Mv(d,k);d=(c[240416]|0)+12|0;c[240416]=d;Mv(d,n);d=g+60|0;e=(c[240416]|0)+12|0;c[240416]=e;Mv(e,d);e=g+72|0;s=(c[240416]|0)+12|0;c[240416]=s;Mv(s,e);s=(c[240416]|0)+12|0;c[240416]=s;Mv(s,b);c[240416]=(c[240416]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function ne(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;c[a+64>>2]=d;h=b+5352|0;c[a+88>>2]=c[(c[h>>2]|0)+24>>2]&3;g=b+320|0;e=b+264|0;f=c[e>>2]&c[g>>2];g=c[e+4>>2]&c[g+4>>2];if((f|0)==0&(g|0)==0)g=0;else{e=0;do{i=e;e=e+1|0;i=112128+(d<<6)+(i<<3)|0}while((c[i>>2]&f|0)==0?(c[i+4>>2]&g|0)==0:0);g=O(e,-16)|0}f=oe(a,b,d)|0;e=c[(c[h>>2]|0)+24>>2]|0;if(e&1){e=oe(a,b,6)|0;f=(f|0)<(e|0)?e:f;e=c[(c[h>>2]|0)+24>>2]|0}if(!(e&2)){i=f;b=b+5360|0;b=c[b>>2]|0;b=(b|0)==3;b=b?i:g;b=b<<16;i=b+i|0;return i|0}i=oe(a,b,2)|0;i=(f|0)<(i|0)?i:f;b=b+5360|0;b=c[b>>2]|0;b=(b|0)==3;b=b?i:g;b=b<<16;i=b+i|0;return i|0}function oe(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;j=b+264|0;g=46528+(d>>3<<3)|0;h=c[j>>2]&~c[g>>2];g=c[j+4>>2]&~c[g+4>>2];j=b+320|0;k=h&c[j>>2];j=g&c[j+4>>2];i=b+328|0;h=c[i>>2]&h;g=c[i+4>>2]&g;i=d&7;m=46272+(i<<3)|0;m=(c[m>>2]&k|0?1:(c[m+4>>2]&j|0)!=0)?5:-5;i=i>>>0<6?i:6;i=(i|0)>1?i:1;n=i+-1|0;f=c[b+5360>>2]|0;b=46272+(n<<3)|0;e=c[b>>2]|0;b=c[b+4>>2]|0;o=e&k;a=b&j;l=Sa(o|0,a|0,0)|0;l=(o|0)==0&(a|0)==0?0:l>>>3;e=e&h;b=b&g;a=Sa(e|0,b|0,0)|0;a=(e|0)==0&(b|0)==0?0:a>>>3;b=n^7;b=(b|0)<(n|0)?b:n;n=c[15720+(f<<7)+(b<<5)+(l<<2)>>2]|0;e=jx(h|0,g|0,8)|0;a=n+((0==0?(e&33153&c[45760+(d<<3)>>2]|0)==0:0)?m:m+374|0)-(c[((l|0)!=0&(l|0)==(a+-1|0)?16744+(a<<2)|0:16776+(b<<5)+(a<<2)|0)>>2]|0)|0;b=46272+(i<<3)|0;l=c[b>>2]|0;b=c[b+4>>2]|0;m=l&k;e=b&j;d=Sa(m|0,e|0,0)|0;d=(m|0)==0&(e|0)==0?0:d>>>3;l=l&h;b=b&g;e=Sa(l|0,b|0,0)|0;e=(l|0)==0&(b|0)==0?0:e>>>3;b=i^7;b=(b|0)<(i|0)?b:i;e=(c[15720+(f<<7)+(b<<5)+(d<<2)>>2]|0)+a-(c[((d|0)!=0&(d|0)==(e+-1|0)?16744+(e<<2)|0:16776+(b<<5)+(e<<2)|0)>>2]|0)|0;b=i+1|0;d=46272+(b<<3)|0;i=c[d>>2]|0;d=c[d+4>>2]|0;k=i&k;j=d&j;a=Sa(k|0,j|0,0)|0;a=(k|0)==0&(j|0)==0?0:a>>>3;h=i&h;g=d&g;d=Sa(h|0,g|0,0)|0;d=(h|0)==0&(g|0)==0?0:d>>>3;g=b^7;b=g>>>0<b>>>0?g:b;return (c[15720+(f<<7)+(b<<5)+(a<<2)>>2]|0)+e-(c[((a|0)!=0&(a|0)==(d+-1|0)?16744+(d<<2)|0:16776+(b<<5)+(d<<2)|0)>>2]|0)|0}function pe(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;c[a+68>>2]=d;h=b+5352|0;c[a+92>>2]=c[(c[h>>2]|0)+24>>2]&12;g=b+328|0;e=b+264|0;f=c[e>>2]&c[g>>2];g=c[e+4>>2]&c[g+4>>2];if((f|0)==0&(g|0)==0)g=0;else{e=0;do{i=e;e=e+1|0;i=112128+(d<<6)+(i<<3)|0}while((c[i>>2]&f|0)==0?(c[i+4>>2]&g|0)==0:0);g=O(e,-16)|0}f=qe(a,b,d)|0;e=c[(c[h>>2]|0)+24>>2]|0;if(e&4){e=qe(a,b,62)|0;f=(f|0)<(e|0)?e:f;e=c[(c[h>>2]|0)+24>>2]|0}if(!(e&8)){i=f;b=b+5360|0;b=c[b>>2]|0;b=(b|0)==3;b=b?i:g;b=b<<16;i=b+i|0;return i|0}i=qe(a,b,58)|0;i=(f|0)<(i|0)?i:f;b=b+5360|0;b=c[b>>2]|0;b=(b|0)==3;b=b?i:g;b=b<<16;i=b+i|0;return i|0}function qe(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0;j=b+264|0;g=46464+(d>>3<<3)|0;h=c[j>>2]&~c[g>>2];g=c[j+4>>2]&~c[g+4>>2];j=b+328|0;k=h&c[j>>2];j=g&c[j+4>>2];e=b+320|0;h=c[e>>2]&h;g=c[e+4>>2]&g;e=d&7;m=46272+(e<<3)|0;m=(c[m>>2]&k|0?1:(c[m+4>>2]&j|0)!=0)?5:-5;kx(h|0,g|0,8)|0;m=(0==0?(z&-2122252288&c[45760+(d<<3)+4>>2]|0)==0:0)?m:m+374|0;d=e>>>0<6?e:6;d=(d|0)>1?d:1;e=d+-1|0;f=c[b+5360>>2]|0;b=46272+(e<<3)|0;i=c[b>>2]|0;b=c[b+4>>2]|0;n=i&k;a=b&j;l=mx(n|0,a|0,0)|0;l=(n|0)==0&(a|0)==0?0:l>>>3;i=i&h;b=b&g;a=mx(i|0,b|0,0)|0;a=(i|0)==0&(b|0)==0?0:a>>>3;b=e^7;b=(b|0)<(e|0)?b:e;a=(c[15720+(f<<7)+(b<<5)+(l<<2)>>2]|0)+m-(c[((l|0)!=0&(l|0)==(a+-1|0)?16744+(a<<2)|0:16776+(b<<5)+(a<<2)|0)>>2]|0)|0;b=46272+(d<<3)|0;l=c[b>>2]|0;b=c[b+4>>2]|0;m=l&k;e=b&j;i=mx(m|0,e|0,0)|0;i=(m|0)==0&(e|0)==0?0:i>>>3;l=l&h;b=b&g;e=mx(l|0,b|0,0)|0;e=(l|0)==0&(b|0)==0?0:e>>>3;b=d^7;b=(b|0)<(d|0)?b:d;e=(c[15720+(f<<7)+(b<<5)+(i<<2)>>2]|0)+a-(c[((i|0)!=0&(i|0)==(e+-1|0)?16744+(e<<2)|0:16776+(b<<5)+(e<<2)|0)>>2]|0)|0;b=d+1|0;d=46272+(b<<3)|0;i=c[d>>2]|0;d=c[d+4>>2]|0;k=i&k;j=d&j;a=mx(k|0,j|0,0)|0;a=(k|0)==0&(j|0)==0?0:a>>>3;h=i&h;g=d&g;d=mx(h|0,g|0,0)|0;d=(h|0)==0&(g|0)==0?0:d>>>3;g=b^7;b=g>>>0<b>>>0?g:b;return (c[15720+(f<<7)+(b<<5)+(a<<2)>>2]|0)+e-(c[((a|0)!=0&(a|0)==(d+-1|0)?16744+(d<<2)|0:16776+(b<<5)+(d<<2)|0)>>2]|0)|0}function re(){var a=0,b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0;g=0;do{i=(g|0)==4;j=16904+(g<<5)+4|0;u=16904+(g<<5)+8|0;x=16904+(g<<5)+12|0;y=16904+(g<<5)+16|0;z=16904+(g<<5)+20|0;A=16904+(g<<5)+24|0;B=16904+(g<<5)+4|0;C=16904+(g<<5)+8|0;D=16904+(g<<5)+12|0;k=16904+(g<<5)+16|0;l=16904+(g<<5)+20|0;m=16904+(g<<5)+24|0;n=16904+(g<<5)+28|0;f=0;do{o=29>>>f;p=3>>>f;q=1>>>f;r=105>>>f;s=99>>>f;t=343>>>f;e=0;do{v=(e|0)==0;h=0;do{w=h*17|0;do if(v)if(i){c[963208+(f*192|0)+(h<<5)+4>>2]=(o+w|0)*65537;c[963208+(f*192|0)+(h<<5)+8>>2]=(p+w|0)*65537;c[963208+(f*192|0)+(h<<5)+12>>2]=(q+w|0)*65537;c[963208+(f*192|0)+(h<<5)+16>>2]=(r+w|0)*65537;c[963208+(f*192|0)+(h<<5)+20>>2]=(s+w|0)*65537;a=t;b=963208+(f*192|0)+(h<<5)+24|0;break}else{a=(c[j>>2]>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(h<<5)+4>>2]=(((a|0)/-4|0)<<16)+a;c[961672+(g*384|0)+(f*192|0)+(h<<5)+8>>2]=(c[u>>2]>>f)+w;a=(c[x>>2]>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(h<<5)+12>>2]=(((a|0)/4|0)<<16)+a;a=(c[y>>2]>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(h<<5)+16>>2]=(((a|0)/2|0)<<16)+a;a=(c[z>>2]>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(h<<5)+20>>2]=(((a*3|0)/4|0)<<16)+a;a=c[A>>2]>>f;b=961672+(g*384|0)+(f*192|0)+(h<<5)+24|0;break}else{d=c[B>>2]|0;b=c[C>>2]|0;d=(((b-d|0)/2|0)+d>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(e*96|0)+(h<<5)+4>>2]=((i?d:(d|0)/-4|0)<<16)+d;d=c[D>>2]|0;b=(((d-b|0)/2|0)+b>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(e*96|0)+(h<<5)+8>>2]=(i?b<<16:0)+b;b=c[k>>2]|0;d=(((b-d|0)/2|0)+d>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(e*96|0)+(h<<5)+12>>2]=((i?d:(d|0)/4|0)<<16)+d;d=c[l>>2]|0;b=(((d-b|0)/2|0)+b>>f)+w|0;c[961672+(g*384|0)+(f*192|0)+(e*96|0)+(h<<5)+16>>2]=((i?b:(b|0)/2|0)<<16)+b;b=c[m>>2]|0;d=(((b-d|0)/2|0)+d>>f)+w|0;if(i)a=d;else a=(d*3|0)/4|0;c[961672+(g*384|0)+(f*192|0)+(e*96|0)+(h<<5)+20>>2]=(a<<16)+d;a=(((c[n>>2]|0)-b|0)/2|0)+b>>f;b=961672+(g*384|0)+(f*192|0)+(e*96|0)+(h<<5)+24|0}while(0);c[b>>2]=(a+w|0)*65537;h=h+1|0}while((h|0)!=3);e=e+1|0}while((e|0)!=2);f=f+1|0}while((f|0)!=2);g=g+1|0}while((g|0)!=8);return}function se(a){a=a|0;var b=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0,$=0,aa=0,ba=0,ca=0,da=0,ea=0,fa=0,ga=0;e=c[a+5352>>2]|0;b=c[e>>2]|0;e=c[e+4>>2]|0;ea=b&16383;fa=c[(c[a+5348>>2]|0)+92>>2]|0;ga=fa+(ea<<7)|0;ba=ga;if((c[ba>>2]|0)==(b|0)?(c[ba+4>>2]|0)==(e|0):0)return ga|0;i=ga;c[i>>2]=b;c[i+4>>2]=e;i=a+656|0;$=a+320|0;Q=$;Z=a+264|0;S=Z;R=c[S>>2]|0;S=c[S+4>>2]|0;P=R&c[Q>>2];Q=S&c[Q+4>>2];_=a+328|0;T=_;R=c[T>>2]&R;S=c[T+4>>2]&S;T=fa+(ea<<7)+80|0;c[T>>2]=0;U=fa+(ea<<7)+48|0;V=U;c[V>>2]=0;c[V+4>>2]=0;V=fa+(ea<<7)+16|0;W=V;c[W>>2]=0;c[W+4>>2]=0;W=fa+(ea<<7)+96|0;c[W>>2]=255;c[fa+(ea<<7)+64>>2]=64;ba=kx(P|0,Q|0,7)|0;f=z&2139062143;b=kx(P|0,Q|0,9)|0;e=fa+(ea<<7)+32|0;c[e>>2]=ba&2139062016|b&-16843264;c[e+4>>2]=f|z&-16843010;e=jx(P|0,Q|0,16)|0;f=jx(P|0,Q|0,48)|0;b=(d[1106644+(e&43605)>>0]|0)+(d[1106644+(P&43605)>>0]|0)+(d[1106644+(Q&43605)>>0]|0)+(d[1106644+(f&43605)>>0]|0)|0;c[fa+(ea<<7)+108>>2]=b;ba=a+5360|0;j=c[ba>>2]|0;if((j|0)!=3){c[fa+(ea<<7)+104>>2]=(c[a+340>>2]|0)-b;if((j|0)==4?(c[a+360>>2]|0)==0:0){f=46272;e=c[f>>2]&P;f=c[f+4>>2]&Q;b=jx(e|0,f|0,16)|0;h=jx(e|0,f|0,48)|0;h=(d[1106644+(b&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+(f&65535)>>0]|0)+(d[1106644+h>>0]|0)|0;f=0;e=0;b=0;while(1){if((e|0)==7){e=8;g=0}else{e=e+1|0;aa=46272+(e<<3)|0;N=c[aa>>2]&P;aa=c[aa+4>>2]&Q;M=jx(N|0,aa|0,16)|0;g=jx(N|0,aa|0,48)|0;g=(d[1106644+(M&65535)>>0]|0)+(d[1106644+(N&65535)>>0]|0)+(d[1106644+(aa&65535)>>0]|0)+(d[1106644+g>>0]|0)|0}aa=(O(g,f)|0)+1|0;b=(O(((O(h,2555953)|0)+32768>>16|0)/(aa|0)|0,-65536)|0)+(b-(((O(h,3211264)|0)>>16|0)/(aa|0)|0))|0;if((e|0)==8)break;else{f=h;h=g}}}else b=0}else{c[fa+(ea<<7)+104>>2]=(d[1106644+(e&21930)>>0]|0)+(d[1106644+(P&21930)>>0]|0)+(d[1106644+(Q&21930)>>0]|0)+(d[1106644+(f&21930)>>0]|0);b=0}e=c[i>>2]|0;if((e|0)==64){aa=255;Y=0;X=0}else{M=~R;N=~S;h=255;K=0;L=0;f=j;C=0;E=0;g=j;i=0;J=a+660|0;while(1){j=e&7;h=h&~(1<<j);c[W>>2]=h;m=118272+(e<<3)|0;K=c[m>>2]|K;L=c[m+4>>2]|L;m=U;c[m>>2]=K;c[m+4>>2]=L;m=116224+(e<<3)|0;l=c[m>>2]|0;m=c[m+4>>2]|0;D=(l&R|0)!=0|(m&S|0)!=0;o=117248+(e<<3)|0;n=c[o>>2]&R;o=c[o+4>>2]&S;q=123392+(e<<3)|0;p=c[q>>2]&R;q=c[q+4>>2]&S;r=e+8|0;t=123392+(r<<3)|0;s=c[t>>2]&R;t=c[t+4>>2]&S;k=(f|0)==4;if(k&e>>>0<8){H=0;I=0}else{I=45760+(e+-8<<3)|0;H=c[I>>2]&P;I=c[I+4>>2]&Q}x=46400+(j<<3)|0;w=c[x>>2]&P;x=c[x+4>>2]&Q;y=e>>3;B=46336+(y<<3)|0;A=w&c[B>>2];B=x&c[B+4>>2];u=k&(y|0)==0;if(u){F=0;G=0}else{G=46336+(e+-8>>3<<3)|0;F=c[G>>2]&w;G=c[G+4>>2]&x}aa=118784+(r<<3)|0;if((c[aa>>2]&P|0)==0?(c[aa+4>>2]&Q|0)==0:0){v=45760+(r<<3)|0;v=(c[v>>2]|s)&n|0?1:((c[v+4>>2]|t)&o|0)!=0}else v=0;if(((l&P|0)==0&(m&Q|0)==0&((p^n|0)==(s|0)&(q^o|0)==(t|0))?(m=jx(F|0,G|0,16)|0,l=jx(F|0,G|0,48)|0,l=(d[1106644+(m&65535)>>0]|0)+(d[1106644+(F&65535)>>0]|0)+(d[1106644+(G&65535)>>0]|0)+(d[1106644+l>>0]|0)|0,m=jx(p|0,q|0,16)|0,aa=jx(p|0,q|0,48)|0,(l|0)>=((d[1106644+(p&65535)>>0]|0)+-1+(d[1106644+(m&65535)>>0]|0)+(d[1106644+(q&65535)>>0]|0)+(d[1106644+aa>>0]|0)|0)):0)?(q=jx(A|0,B|0,16)|0,p=jx(A|0,B|0,48)|0,p=(d[1106644+(q&65535)>>0]|0)+(d[1106644+(A&65535)>>0]|0)+(d[1106644+(B&65535)>>0]|0)+(d[1106644+p>>0]|0)|0,q=jx(s|0,t|0,16)|0,aa=jx(s|0,t|0,48)|0,p>>>0>=((d[1106644+(q&65535)>>0]|0)+(d[1106644+(s&65535)>>0]|0)+(d[1106644+(t&65535)>>0]|0)+(d[1106644+aa>>0]|0)|0)>>>0):0){j=45760+(e<<3)|0;k=c[j>>2]|C;j=c[j+4>>2]|E;aa=V;c[aa>>2]=k;c[aa+4>>2]=j}else{aa=45760+(r<<3)|0;if((y|0)>3&((n|0)==(c[aa>>2]|0)?(o|0)==(c[aa+4>>2]|0):0)?(X=kx(F|0,G|0,8)|0,X=X&M,Y=z&N,!((X|0)==0&(Y|0)==0)):0){k=45760+(e<<3)|0;l=X;m=Y;e=C;j=E;do{aa=Sa(l|0,m|0,0)|0;E=ax(l|0,m|0,-1,-1)|0;l=E&l;m=z&m;aa=123392+(aa<<3)|0;E=c[aa>>2]&R;aa=c[aa+4>>2]&S;C=ax(E|0,aa|0,-1,-1)|0;if((C&E|0)==0&(z&aa|0)==0){aa=k;e=c[aa>>2]|e;j=c[aa+4>>2]|j;aa=V;c[aa>>2]=e;c[aa+4>>2]=j}}while(!((l|0)==0&(m|0)==0));k=e}else{k=C;j=E}}do if(!u){if(!((F|A|0)==0&(G|B|0)==0)){aa=jx(F|0,G|0,16)|0;f=jx(F|0,G|0,48)|0;b=(c[961672+(g*384|0)+((D&1)*192|0)+((((A|0)!=0|(B|0)!=0)&1)*96|0)+((d[1106644+(aa&65535)>>0]|0)+(d[1106644+(F&65535)>>0]|0)+(d[1106644+(G&65535)>>0]|0)+(d[1106644+f>>0]|0)<<5)+(y<<2)>>2]|0)+b|0;f=g;break}if((w|0)==0&(x|0)==0){b=b-(c[17160+(g<<2)>>2]|0)|0;i=((D^1)&1)+i|0;c[T>>2]=i;f=g;break}e=((D^1)&1)+i|0;if(v){b=b-(c[17192+(g<<2)>>2]|0)|0;c[T>>2]=e;i=e;f=g}}else f=4;while(0);if(!((H|0)==0&(I|0)==0)){e=c[ba>>2]|0;if((F|0)==0&(G|0)==0|(e|0)==4){b=b-(c[17224+(e<<2)>>2]|0)|0;g=e;f=e}else{g=e;f=e}}e=c[J>>2]|0;if((e|0)==64){aa=h;Y=k;X=j;break}else{C=k;E=j;J=J+4|0}}}c[fa+(ea<<7)+8>>2]=b;i=a+2704|0;W=_;Q=Z;P=c[Q>>2]|0;Q=c[Q+4>>2]|0;V=P&c[W>>2];W=Q&c[W+4>>2];R=$;P=c[R>>2]&P;Q=c[R+4>>2]&Q;R=fa+(ea<<7)+84|0;c[R>>2]=0;S=fa+(ea<<7)+56|0;T=S;c[T>>2]=0;c[T+4>>2]=0;T=fa+(ea<<7)+24|0;U=T;c[U>>2]=0;c[U+4>>2]=0;U=fa+(ea<<7)+100|0;c[U>>2]=255;c[fa+(ea<<7)+68>>2]=64;j=jx(V|0,W|0,9)|0;e=z&8355711;f=jx(V|0,W|0,7)|0;b=fa+(ea<<7)+40|0;c[b>>2]=j&2139062143|f&-16843010;c[b+4>>2]=e|z&16711422;b=jx(V|0,W|0,16)|0;e=jx(V|0,W|0,48)|0;f=(d[1106644+(b&43605)>>0]|0)+(d[1106644+(V&43605)>>0]|0)+(d[1106644+(W&43605)>>0]|0)+(d[1106644+(e&43605)>>0]|0)|0;c[fa+(ea<<7)+116>>2]=f;j=c[ba>>2]|0;if((j|0)!=3){c[fa+(ea<<7)+112>>2]=(c[a+372>>2]|0)-f;if((j|0)==4?(c[a+392>>2]|0)==0:0){e=46272;b=c[e>>2]&V;e=c[e+4>>2]&W;g=jx(b|0,e|0,16)|0;h=jx(b|0,e|0,48)|0;h=(d[1106644+(g&65535)>>0]|0)+(d[1106644+(b&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+h>>0]|0)|0;e=0;b=0;g=0;while(1){if((b|0)==7){b=8;f=0}else{b=b+1|0;$=46272+(b<<3)|0;_=c[$>>2]&V;$=c[$+4>>2]&W;Z=jx(_|0,$|0,16)|0;f=jx(_|0,$|0,48)|0;f=(d[1106644+(Z&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+($&65535)>>0]|0)+(d[1106644+f>>0]|0)|0}$=(O(f,e)|0)+1|0;g=(O(((O(h,2555953)|0)+32768>>16|0)/($|0)|0,-65536)|0)+(g-(((O(h,3211264)|0)>>16|0)/($|0)|0))|0;if((b|0)==8)break;else{e=h;h=f}}}else g=0}else{c[fa+(ea<<7)+112>>2]=(d[1106644+(b&21930)>>0]|0)+(d[1106644+(V&21930)>>0]|0)+(d[1106644+(W&21930)>>0]|0)+(d[1106644+(e&21930)>>0]|0);g=0}f=c[i>>2]|0;if((f|0)==64){f=255;e=0;b=0}else{M=~P;N=~Q;e=0;b=0;i=j;I=0;L=a+2708|0;w=f;f=255;J=0;K=0;h=j;while(1){j=w&7;f=f&~(1<<j);c[U>>2]=f;m=118784+(w<<3)|0;J=c[m>>2]|J;K=c[m+4>>2]|K;m=S;c[m>>2]=J;c[m+4>>2]=K;m=116736+(w<<3)|0;l=c[m>>2]|0;m=c[m+4>>2]|0;D=(l&P|0)!=0|(m&Q|0)!=0;o=117760+(w<<3)|0;n=c[o>>2]&P;o=c[o+4>>2]&Q;q=123904+(w<<3)|0;p=c[q>>2]&P;q=c[q+4>>2]&Q;r=w+-8|0;t=123904+(r<<3)|0;s=c[t>>2]&P;t=c[t+4>>2]&Q;k=(h|0)==4;if(k&(w&-8|0)==56){G=0;H=0}else{H=45760+(w+8<<3)|0;G=c[H>>2]&V;H=c[H+4>>2]&W}y=46400+(j<<3)|0;x=c[y>>2]&V;y=c[y+4>>2]&W;A=w>>3;C=46336+(A<<3)|0;B=x&c[C>>2];C=y&c[C+4>>2];u=k&(A|0)==7;if(u){E=0;F=0}else{F=46336+(w+8>>3<<3)|0;E=c[F>>2]&x;F=c[F+4>>2]&y}a=118272+(r<<3)|0;if((c[a>>2]&V|0)==0?(c[a+4>>2]&W|0)==0:0){v=45760+(r<<3)|0;v=(c[v>>2]|s)&n|0?1:((c[v+4>>2]|t)&o|0)!=0}else v=0;if(((l&V|0)==0&(m&W|0)==0&((p^n|0)==(s|0)&(q^o|0)==(t|0))?($=jx(E|0,F|0,16)|0,_=jx(E|0,F|0,48)|0,_=(d[1106644+($&65535)>>0]|0)+(d[1106644+(E&65535)>>0]|0)+(d[1106644+(F&65535)>>0]|0)+(d[1106644+_>>0]|0)|0,$=jx(p|0,q|0,16)|0,a=jx(p|0,q|0,48)|0,(_|0)>=((d[1106644+(p&65535)>>0]|0)+-1+(d[1106644+($&65535)>>0]|0)+(d[1106644+(q&65535)>>0]|0)+(d[1106644+a>>0]|0)|0)):0)?($=jx(B|0,C|0,16)|0,_=jx(B|0,C|0,48)|0,_=(d[1106644+($&65535)>>0]|0)+(d[1106644+(B&65535)>>0]|0)+(d[1106644+(C&65535)>>0]|0)+(d[1106644+_>>0]|0)|0,$=jx(s|0,t|0,16)|0,a=jx(s|0,t|0,48)|0,_>>>0>=((d[1106644+($&65535)>>0]|0)+(d[1106644+(s&65535)>>0]|0)+(d[1106644+(t&65535)>>0]|0)+(d[1106644+a>>0]|0)|0)>>>0):0){a=45760+(w<<3)|0;e=c[a>>2]|e;b=c[a+4>>2]|b;a=T;c[a>>2]=e;c[a+4>>2]=b}else{a=45760+(r<<3)|0;if((A^7|0)>3&((n|0)==(c[a>>2]|0)?(o|0)==(c[a+4>>2]|0):0)?(ca=jx(E|0,F|0,8)|0,ca=ca&M,da=z&N,!((ca|0)==0&(da|0)==0)):0){j=45760+(w<<3)|0;k=ca;l=da;do{a=Sa(k|0,l|0,0)|0;$=ax(k|0,l|0,-1,-1)|0;k=$&k;l=z&l;a=123904+(a<<3)|0;$=c[a>>2]&P;a=c[a+4>>2]&Q;_=ax($|0,a|0,-1,-1)|0;if((_&$|0)==0&(z&a|0)==0){a=j;e=c[a>>2]|e;b=c[a+4>>2]|b;a=T;c[a>>2]=e;c[a+4>>2]=b}}while(!((k|0)==0&(l|0)==0))}}do if(!u){if(!((E|B|0)==0&(F|C|0)==0)){h=jx(E|0,F|0,16)|0;j=jx(E|0,F|0,48)|0;g=(c[961672+(i*384|0)+((D&1)*192|0)+((((B|0)!=0|(C|0)!=0)&1)*96|0)+((d[1106644+(h&65535)>>0]|0)+(d[1106644+(E&65535)>>0]|0)+(d[1106644+(F&65535)>>0]|0)+(d[1106644+j>>0]|0)<<5)+((A^7)<<2)>>2]|0)+g|0;j=I;h=i;break}if((x|0)==0&(y|0)==0){g=g-(c[17160+(i<<2)>>2]|0)|0;j=((D^1)&1)+I|0;c[R>>2]=j;h=i;break}j=((D^1)&1)+I|0;if(v){g=g-(c[17192+(i<<2)>>2]|0)|0;c[R>>2]=j;h=i}else j=I}else{j=I;h=4}while(0);if(!((G|0)==0&(H|0)==0)){h=c[ba>>2]|0;if((E|0)==0&(F|0)==0|(h|0)==4){g=g-(c[17224+(h<<2)>>2]|0)|0;i=h}else i=h}w=c[L>>2]|0;if((w|0)==64)break;else{I=j;L=L+4|0}}}c[fa+(ea<<7)+12>>2]=g;a=f&aa;ba=((a|0)<0)<<31>>31;da=jx(a|0,ba|0,16)|0;ca=jx(a|0,ba|0,48)|0;c[fa+(ea<<7)+124>>2]=(d[1106644+(da&65535)>>0]|0)+(d[1106644+(a&65535)>>0]|0)+(d[1106644+(ba&65535)>>0]|0)+(d[1106644+ca>>0]|0);ca=f^aa;ba=e|Y|ca;ca=b|X|((ca|0)<0)<<31>>31;a=jx(ba|0,ca|0,16)|0;da=jx(ba|0,ca|0,48)|0;c[fa+(ea<<7)+120>>2]=(d[1106644+(a&65535)>>0]|0)+(d[1106644+(ba&65535)>>0]|0)+(d[1106644+(ca&65535)>>0]|0)+(d[1106644+da>>0]|0);return ga|0}function te(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[249379]=d;c[249378]=d;c[249380]=d+96;Mv(d,g);d=(c[249379]|0)+12|0;c[249379]=d;Mv(d,p);d=(c[249379]|0)+12|0;c[249379]=d;Mv(d,i);d=(c[249379]|0)+12|0;c[249379]=d;Mv(d,k);d=(c[249379]|0)+12|0;c[249379]=d;Mv(d,n);d=g+60|0;e=(c[249379]|0)+12|0;c[249379]=e;Mv(e,d);e=g+72|0;s=(c[249379]|0)+12|0;c[249379]=s;Mv(s,e);s=(c[249379]|0)+12|0;c[249379]=s;Mv(s,b);c[249379]=(c[249379]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){b=Ev(16)|0;c[249381]=b;c[249383]=-2147483632;c[249382]=15;d=b;e=36911;f=d+15|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));s=b+15|0;a[s>>0]=0;l=r;return}Hv(c[g>>2]|0);b=Ev(16)|0;c[249381]=b;c[249383]=-2147483632;c[249382]=15;d=b;e=36911;f=d+15|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));s=b+15|0;a[s>>0]=0;l=r;return}function ue(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0;C=l;l=l+176|0;w=C+160|0;x=C+24|0;y=C+12|0;z=C;A=x+4|0;c[x>>2]=2524;B=x+56|0;c[B>>2]=2544;Ol(x+56|0,A);c[x+128>>2]=0;c[x+132>>2]=-1;c[x>>2]=17268;c[x+56>>2]=17288;Tl(A);c[A>>2]=10708;u=x+36|0;c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;c[u+12>>2]=0;c[x+52>>2]=16;c[w>>2]=0;c[w+4>>2]=0;c[w+8>>2]=0;sc(A,w);if((a[w+11>>0]|0)<0)Hv(c[w>>2]|0);v=d+5360|0;j=d+4560|0;i=7;while(1){k=i<<3;e=0;do{f=0;h=e;while(1){if(c[d+(h+k<<2)>>2]|0){t=10;break}m=f+1|0;n=h+1|0;if((n|0)<8){f=m;h=n}else{t=12;break}}if((t|0)==10){t=0;if(f|0)bm(x,f)|0;e=h+k|0;a[w>>0]=a[((a[997535]|0)<0?c[249381]|0:997524)+(c[d+(e<<2)>>2]|0)>>0]|0;mc(x,w,1)|0;if((c[v>>2]|0)==3?(g=j,f=45760+(e<<3)|0,!((c[f>>2]&c[g>>2]|0)==0?(c[f+4>>2]&c[g+4>>2]|0)==0:0)):0){mc(x,36927,1)|0;g=h}else g=h}else if((t|0)==12){t=0;bm(x,m)|0;g=n}e=g+1|0}while((e|0)<8);if((i|0)<=0)break;a[w>>0]=47;mc(x,w,1)|0;i=i+-1|0}do if((c[v>>2]|0)==3){a[w>>0]=91;mc(x,w,1)|0;h=w+11|0;i=w+4|0;j=w+8|0;e=5;while(1){f=c[d+4496+(e<<2)>>2]|0;g=a[((a[997535]|0)<0?c[249381]|0:997524)+e>>0]|0;c[w>>2]=0;c[w+4>>2]=0;c[w+8>>2]=0;if(f>>>0>4294967279){t=20;break}if(f>>>0<11){a[h>>0]=f;if(!f)p=w;else{o=w;t=24}}else{t=f+16&-16;o=Ev(t)|0;c[w>>2]=o;c[j>>2]=t|-2147483648;c[i>>2]=f;t=24}if((t|0)==24){t=0;px(o|0,g|0,f|0)|0;p=o}a[p+f>>0]=0;n=a[h>>0]|0;m=n<<24>>24<0;mc(x,m?c[w>>2]|0:w,m?c[i>>2]|0:n&255)|0;if((a[h>>0]|0)<0)Hv(c[w>>2]|0);if((e|0)>1)e=e+-1|0;else{s=5;break}}if((t|0)==20)Kv(w);while(1){e=c[d+4528+(s<<2)>>2]|0;f=a[((a[997535]|0)<0?c[249381]|0:997524)+(s+8)>>0]|0;c[w>>2]=0;c[w+4>>2]=0;c[w+8>>2]=0;if(e>>>0>4294967279){t=20;break}if(e>>>0<11){a[h>>0]=e;if(!e)r=w;else{q=w;t=65}}else{t=e+16&-16;q=Ev(t)|0;c[w>>2]=q;c[j>>2]=t|-2147483648;c[i>>2]=e;t=65}if((t|0)==65){t=0;px(q|0,f|0,e|0)|0;r=q}a[r+e>>0]=0;p=a[h>>0]|0;o=p<<24>>24<0;mc(x,o?c[w>>2]|0:w,o?c[i>>2]|0:p&255)|0;if((a[h>>0]|0)<0)Hv(c[w>>2]|0);if((s|0)>1)s=s+-1|0;else{t=69;break}}if((t|0)==20)Kv(w);else if((t|0)==69){a[w>>0]=93;mc(x,w,1)|0;break}}while(0);g=d+5340|0;mc(x,(c[g>>2]|0)==0?36929:36933,3)|0;h=d+5352|0;e=c[h>>2]|0;f=c[e+24>>2]|0;if(f&1){if(!(a[d+5356>>0]|0))e=75;else e=(c[d+5148>>2]&7)+65&255;a[w>>0]=e;mc(x,w,1)|0;e=c[h>>2]|0;f=c[e+24>>2]|0}if(f&2){if(!(a[d+5356>>0]|0))e=81;else e=(c[d+5152>>2]&7)+65&255;a[w>>0]=e;mc(x,w,1)|0;e=c[h>>2]|0;f=c[e+24>>2]|0}if(f&4){if(!(a[d+5356>>0]|0))e=107;else e=(c[d+5160>>2]&7)+97&255;a[w>>0]=e;mc(x,w,1)|0;e=c[h>>2]|0;f=c[e+24>>2]|0}if(f&8){if(!(a[d+5356>>0]|0))e=113;else e=(c[d+5176>>2]&7)+97&255;a[w>>0]=e;mc(x,w,1)|0;e=c[h>>2]|0;f=c[e+24>>2]|0}if(!(f&15)){a[w>>0]=45;mc(x,w,1)|0;e=c[h>>2]|0}e=c[e+44>>2]|0;if((e|0)==64){z=w+4|0;c[z>>2]=0;c[z+4>>2]=0;z=w+11|0;a[z>>0]=3;a[w>>0]=a[36937]|0;a[w+1>>0]=a[36938]|0;a[w+2>>0]=a[36939]|0;a[w+3>>0]=0;mc(x,w,3)|0;if((a[z>>0]|0)<0)Hv(c[w>>2]|0)}else{th(z,e);t=aw(z,0,39004)|0;c[y>>2]=c[t>>2];c[y+4>>2]=c[t+4>>2];c[y+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;t=Zv(y,39004)|0;c[w>>2]=c[t>>2];c[w+4>>2]=c[t+4>>2];c[w+8>>2]=c[t+8>>2];c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;t=w+11|0;s=a[t>>0]|0;r=s<<24>>24<0;mc(x,r?c[w>>2]|0:w,r?c[w+4>>2]|0:s&255)|0;if((a[t>>0]|0)<0)Hv(c[w>>2]|0);if((a[y+11>>0]|0)<0)Hv(c[y>>2]|0);if((a[z+11>>0]|0)<0)Hv(c[z>>2]|0)}if((c[v>>2]|0)==7){z=mc(bm(x,3-(c[(c[h>>2]|0)+36>>2]|0)|0)|0,36941,1)|0;mc(bm(z,3-(c[(c[h>>2]|0)+40>>2]|0)|0)|0,39004,1)|0}z=mc(bm(x,c[(c[h>>2]|0)+28>>2]|0)|0,39004,1)|0;bm(z,(((c[d+5336>>2]|0)-((c[g>>2]|0)==1&1)|0)/2|0)+1|0)|0;tc(b,A);c[x>>2]=17268;c[B>>2]=17288;c[A>>2]=10708;if((a[u+11>>0]|0)>=0){Ck(A);yl(x,17300);xk(B);l=C;return}Hv(c[u>>2]|0);Ck(A);yl(x,17300);xk(B);l=C;return}function ve(b){b=b|0;var d=0,e=0,f=0;c[b>>2]=17268;d=b+56|0;c[d>>2]=17288;e=b+4|0;c[e>>2]=10708;f=b+36|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);yl(b,17300);xk(d);return}function we(b){b=b|0;var d=0,e=0,f=0;c[b>>2]=17268;d=b+56|0;c[d>>2]=17288;e=b+4|0;c[e>>2]=10708;f=b+36|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);yl(b,17300);xk(d);Hv(b);return}function xe(b){b=b|0;var d=0,e=0,f=0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;c[b>>2]=17268;d=b+56|0;c[d>>2]=17288;e=b+4|0;c[e>>2]=10708;f=b+36|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);yl(b,17300);xk(d);return}function ye(b){b=b|0;var d=0,e=0,f=0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;c[b>>2]=17268;d=b+56|0;c[d>>2]=17288;e=b+4|0;c[e>>2]=10708;f=b+36|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);yl(b,17300);xk(d);Hv(b);return}function ze(){var a=0,b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0;e=17312;a=1070372;b=0;do{f=c[e>>2]|0;d=0;do{p=jx(a|0,b|0,12)|0;p=p^a;o=z^b;n=kx(p|0,o|0,25)|0;p=n^p;o=z^o;n=jx(p|0,o|0,27)|0;a=n^p;b=z^o;o=gx(a|0,b|0,1332534557,625341585)|0;p=837680+(f<<9)+(d<<3)|0;c[p>>2]=o;c[p+4>>2]=z;d=d+1|0}while((d|0)!=64);e=e+4|0}while((e|0)!=17360);d=jx(a|0,b|0,12)|0;a=d^a;d=z^b;b=kx(a|0,d|0,25)|0;b=b^a;d=z^d;a=jx(b|0,d|0,27)|0;b=a^b;d=z^d;a=gx(b|0,d|0,1332534557,625341585)|0;p=845872;c[p>>2]=a;c[p+4>>2]=z;p=jx(b|0,d|0,12)|0;b=p^b;d=z^d;p=kx(b|0,d|0,25)|0;b=p^b;d=z^d;p=jx(b|0,d|0,27)|0;b=p^b;d=z^d;p=gx(b|0,d|0,1332534557,625341585)|0;a=845880;c[a>>2]=p;c[a+4>>2]=z;a=jx(b|0,d|0,12)|0;b=a^b;d=z^d;a=kx(b|0,d|0,25)|0;b=a^b;d=z^d;a=jx(b|0,d|0,27)|0;b=a^b;d=z^d;a=gx(b|0,d|0,1332534557,625341585)|0;p=845888;c[p>>2]=a;c[p+4>>2]=z;p=jx(b|0,d|0,12)|0;b=p^b;d=z^d;p=kx(b|0,d|0,25)|0;b=p^b;d=z^d;p=jx(b|0,d|0,27)|0;b=p^b;d=z^d;p=gx(b|0,d|0,1332534557,625341585)|0;a=845896;c[a>>2]=p;c[a+4>>2]=z;a=jx(b|0,d|0,12)|0;b=a^b;d=z^d;a=kx(b|0,d|0,25)|0;b=a^b;d=z^d;a=jx(b|0,d|0,27)|0;b=a^b;d=z^d;a=gx(b|0,d|0,1332534557,625341585)|0;p=845904;c[p>>2]=a;c[p+4>>2]=z;p=jx(b|0,d|0,12)|0;b=p^b;d=z^d;p=kx(b|0,d|0,25)|0;b=p^b;d=z^d;p=jx(b|0,d|0,27)|0;b=p^b;d=z^d;p=gx(b|0,d|0,1332534557,625341585)|0;a=845912;c[a>>2]=p;c[a+4>>2]=z;a=jx(b|0,d|0,12)|0;b=a^b;d=z^d;a=kx(b|0,d|0,25)|0;b=a^b;d=z^d;a=jx(b|0,d|0,27)|0;b=a^b;d=z^d;a=gx(b|0,d|0,1332534557,625341585)|0;p=845920;c[p>>2]=a;c[p+4>>2]=z;p=jx(b|0,d|0,12)|0;b=p^b;d=z^d;p=kx(b|0,d|0,25)|0;b=p^b;d=z^d;p=jx(b|0,d|0,27)|0;b=p^b;d=z^d;p=gx(b|0,d|0,1332534557,625341585)|0;a=845928;c[a>>2]=p;c[a+4>>2]=z;a=0;while(1){while(1){e=845936+(a<<3)|0;p=e;c[p>>2]=0;c[p+4>>2]=0;if(!a)a=1;else break}f=a;g=((a|0)<0)<<31>>31;h=b;i=d;b=0;d=0;do{p=Sa(f|0,g|0,0)|0;n=ax(f|0,g|0,-1,-1)|0;f=n&f;g=z&g;p=kx(1,0,p|0)|0;p=845936+(p<<3)|0;n=c[p>>2]|0;p=c[p+4>>2]|0;o=(n|0)==0&(p|0)==0;k=jx(h|0,i|0,12)|0;k=k^h;l=z^i;m=kx(k|0,l|0,25)|0;k=m^k;l=z^l;m=jx(k|0,l|0,27)|0;k=m^k;l=z^l;m=gx(k|0,l|0,1332534557,625341585)|0;h=o?k:h;i=o?l:i;b=(o?m:n)^b;d=(o?z:p)^d;p=e;c[p>>2]=b;c[p+4>>2]=d}while(!((f|0)==0&(g|0)==0));a=a+1|0;if((a|0)==16)break;else{b=h;d=i}}a=jx(h|0,i|0,12)|0;a=a^h;b=z^i;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=846064;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=846072;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=846080;c[e>>2]=0;c[e+4>>2]=0;e=846088;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=846096;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=846104;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=846112;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=846120;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=846128;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=846136;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=848320;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=848328;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=848336;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=848344;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=848352;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=848360;c[e>>2]=p;c[e+4>>2]=z;e=jx(a|0,b|0,12)|0;a=e^a;b=z^b;e=kx(a|0,b|0,25)|0;a=e^a;b=z^b;e=jx(a|0,b|0,27)|0;a=e^a;b=z^b;e=gx(a|0,b|0,1332534557,625341585)|0;p=848368;c[p>>2]=e;c[p+4>>2]=z;p=jx(a|0,b|0,12)|0;a=p^a;b=z^b;p=kx(a|0,b|0,25)|0;a=p^a;b=z^b;p=jx(a|0,b|0,27)|0;a=p^a;b=z^b;p=gx(a|0,b|0,1332534557,625341585)|0;e=848376;c[e>>2]=p;c[e+4>>2]=z;e=17312;do{f=c[e>>2]|0;d=0;do{p=jx(a|0,b|0,12)|0;p=p^a;o=z^b;n=kx(p|0,o|0,25)|0;p=n^p;o=z^o;n=jx(p|0,o|0,27)|0;a=n^p;b=z^o;o=gx(a|0,b|0,1332534557,625341585)|0;p=846144+(f*136|0)+(d<<3)|0;c[p>>2]=o;c[p+4>>2]=z;d=d+1|0}while((d|0)!=17);e=e+4|0}while((e|0)!=17360);px(848384,0,65536)|0;px(964744,0,32768)|0;k=846064;j=c[k>>2]|0;k=c[k+4>>2]|0;i=17312;do{l=c[i>>2]|0;m=l&7;h=0;do{a=h;h=h+1|0;if((h|0)<64){o=119296+(m<<9)+(a<<3)|0;n=c[o>>2]|0;o=c[o+4>>2]|0;p=a<<6;d=837680+(l<<9)+(a<<3)|0;a=h;do{g=45760+(a<<3)|0;if(!((c[g>>2]&n|0)==0?(c[g+4>>2]&o|0)==0:0)?(t=d,q=837680+(l<<9)+(a<<3)|0,f=c[q>>2]^c[t>>2]^j,t=c[q+4>>2]^c[t+4>>2]^k,q=f&8191,g=848384+(q<<3)|0,s=g,r=c[s>>2]|0,s=c[s+4>>2]|0,g,c[g>>2]=f,c[g+4>>2]=t,g=964744+(q<<2)|0,t=c[g>>2]|0,c[g>>2]=a+p,t|0):0){b=q;e=r;f=s;g=t;do{u=e&8191;x=jx(e|0,f|0,16)|0;b=(b|0)==(u|0)?x&8191:u;u=848384+(b<<3)|0;x=u;w=e;e=c[x>>2]|0;v=f;f=c[x+4>>2]|0;c[u>>2]=w;c[u+4>>2]=v;u=964744+(b<<2)|0;v=g;g=c[u>>2]|0;c[u>>2]=v}while((g|0)!=0)}a=a+1|0}while((a|0)!=64)}}while((h|0)!=64);i=i+4|0}while((i|0)!=17360);return}function Ae(b,e,f,g,h,i){b=b|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0;J=l;l=l+144|0;C=J+140|0;H=J;I=H+8|0;c[H>>2]=2580;F=H+60|0;c[F>>2]=2600;c[H+4>>2]=0;Ol(H+60|0,I);c[H+132>>2]=0;c[H+136>>2]=-1;c[H>>2]=17372;c[H+60>>2]=17392;Tl(I);c[I>>2]=10708;G=H+40|0;c[G>>2]=0;c[G+4>>2]=0;c[G+8>>2]=0;c[G+12>>2]=0;c[H+56>>2]=8;sc(I,e);px(b|0,0,5368)|0;px(h|0,0,432)|0;e=1024;j=b+400|0;while(1){c[j>>2]=64;e=e+-1|0;if(!e)break;else j=j+4|0}D=f&1;E=b+5352|0;c[E>>2]=h;c[b+5364>>2]=g;B=b+5360|0;c[B>>2]=(g|0)<8?g:0;k=H+(c[(c[H>>2]|0)+-12>>2]|0)+4|0;c[k>>2]=c[k>>2]&-4097;k=b+4560|0;o=b+256|0;n=b+5344|0;e=0;g=56;a:while(1){m=45760+(g+-1<<3)|0;while(1){Vl(C,H,0);do if(a[C>>0]|0){j=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;f=j+12|0;h=c[f>>2]|0;if((h|0)==(c[j+16>>2]|0)){j=db[c[(c[j>>2]|0)+40>>2]&127](j)|0;if((j|0)==-1){A=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(A,c[A+16>>2]|6);break}else e=j}else{c[f>>2]=h+1;e=d[h>>0]|0}e=e&255}while(0);if(c[H+(c[(c[H>>2]|0)+-12>>2]|0)+16>>2]&5|0)break a;j=e&255;if(Gi(j)|0)break a;j=j+-48|0;if(j>>>0<10){y=14;break}if(e<<24>>24==47){y=16;break}j=cw(997524,e,0)|0;if((j|0)!=-1){y=18;break}j=(c[B>>2]|0)==3;if(!(e<<24>>24==126&j))if(e<<24>>24==91&j){e=91;break a}else continue;else{x=m;w=k;A=c[w+4>>2]|c[x+4>>2];e=k;c[e>>2]=c[w>>2]|c[x>>2];c[e+4>>2]=A;e=126;continue}}if((y|0)==14){y=0;g=j+g|0;continue}else if((y|0)==16){y=0;if((g|0)<16&(c[B>>2]|0)==3){e=47;break}else{e=47;g=g+-16|0;continue}}else if((y|0)==18){y=0;c[b+(g<<2)>>2]=j;v=45760+(g<<3)|0;x=v;w=o;u=c[w+4>>2]|c[x+4>>2];A=o;c[A>>2]=c[w>>2]|c[x>>2];c[A+4>>2]=u;A=b+256+((j&7)<<3)|0;u=v;x=A;w=c[x+4>>2]|c[u+4>>2];c[A>>2]=c[x>>2]|c[u>>2];c[A+4>>2]=w;A=j>>3;w=b+320+(A<<3)|0;u=w;x=c[u+4>>2]|c[v+4>>2];c[w>>2]=c[u>>2]|c[v>>2];c[w+4>>2]=x;w=b+336+(j<<2)|0;x=c[w>>2]|0;c[w>>2]=x+1;c[b+4568+(g<<2)>>2]=x;c[b+400+(j<<8)+(x<<2)>>2]=g;A=b+336+(A<<3<<2)|0;c[A>>2]=(c[A>>2]|0)+1;c[n>>2]=(c[n>>2]|0)+(c[997536+((c[B>>2]|0)*4160|0)+(j*260|0)+(g<<2)>>2]|0);g=g+1|0;continue}}b:do if(!(Gi(e&255)|0)){h=e;while(1){Vl(C,H,0);do if(!(a[C>>0]|0))e=h;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){e=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(e,c[e+16>>2]|6);e=h;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}e=e&255}while(0);if(c[H+(c[(c[H>>2]|0)+-12>>2]|0)+16>>2]&5|0){h=e;break b}if(Gi(e&255)|0){h=e;break b}if(e<<24>>24==93){h=93;continue}j=cw(997524,e,0)|0;if((j|0)==-1){h=e;continue}A=j>>3;h=j&7;x=b+4496+(A<<5)+(h<<2)|0;c[x>>2]=(c[x>>2]|0)+1;x=b+4496+(A<<5)|0;c[x>>2]=(c[x>>2]|0)+1;c[n>>2]=(c[n>>2]|0)+(c[997536+((c[B>>2]|0)*4160|0)+((A<<3|h)*260|0)+256>>2]|0);h=e}}else h=e;while(0);Vl(C,H,0);do if(a[C>>0]|0){e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){A=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(A,c[A+16>>2]|6);break}}else{c[j>>2]=f+1;e=d[f>>0]|0}h=e&255}while(0);A=b+5340|0;c[A>>2]=h<<24>>24!=119&1;Vl(C,H,0);do if(!(a[C>>0]|0))e=h;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){e=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(e,c[e+16>>2]|6);e=h;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}e=e&255}while(0);h=e;c:while(1){Vl(C,H,0);do if(a[C>>0]|0){e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){x=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(x,c[x+16>>2]|6);break}}else{c[j>>2]=f+1;e=d[f>>0]|0}h=e&255}while(0);if(c[H+(c[(c[H>>2]|0)+-12>>2]|0)+16>>2]&5|0)break;k=h&255;if(Gi(k)|0)break;m=(xj(k)|0)!=0;n=m&1;j=c[B>>2]|0;g=n<<3;e=g|6;d:do if((j|0)==4){if(!(c[b+336+(e<<2)>>2]|0))continue c;j=c[b+400+(e<<8)>>2]|0;f=m?7:0}else{f=m?7:0;e=b+400+(e<<8)|0;if((j|0)!=1){j=c[e>>2]|0;break}while(1){j=c[e>>2]|0;if((j|0)==64){j=64;break d}if((j>>3|0)==(f|0))break;else e=e+4|0}}while(0);if((j>>3|0)!=(f|0))continue;g=g|4;e=wj(k)|0;h=e&255;e=e&255;e:do switch(h<<24>>24){case 75:{e=m?63:7;if((e|0)==(j|0)){h=75;continue c}while(1){if((c[b+(e<<2)>>2]|0)==(g|0))break e;e=e+-1|0;if((e|0)==(j|0))continue c}}case 81:{e=m?56:0;if((e|0)==(j|0)){h=81;continue c}while(1){if((c[b+(e<<2)>>2]|0)==(g|0))break e;e=e+1|0;if((e|0)==(j|0))continue c}}default:{if((e+-65|0)>>>0>=8)continue c;e=(f<<3)+-65+e|0}}while(0);if((e|0)==(j|0))continue;Be(b,n,j,e)}Vl(C,H,0);do if(!(a[C>>0]|0))g=0;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){g=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(g,c[g+16>>2]|6);g=0;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}g=e&255}while(0);e=c[H>>2]|0;do if((g+-97&255)<8?(c[H+(c[e+-12>>2]|0)+16>>2]&5|0)==0:0){Vl(C,H,0);do if(!(a[C>>0]|0))j=0;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){j=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(j,c[j+16>>2]|6);j=0;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}j=e&255}while(0);e=c[H>>2]|0;if(!(c[H+(c[e+-12>>2]|0)+16>>2]&5)){w=c[A>>2]|0;x=(w|0)==0;f=j&255;if(x){if(j<<24>>24!=54){y=110;break}}else if(j<<24>>24!=51){y=110;break}f=(g&255)+-489+(f<<3)|0;j=c[E>>2]|0;v=j+44|0;c[v>>2]=f;m=o;k=c[m>>2]|0;m=c[m+4>>2]|0;L=123904+(f<<3)|0;o=b+320|0;n=c[o>>2]|0;o=c[o+4>>2]|0;q=b+264|0;p=c[q>>2]|0;q=c[q+4>>2]|0;N=123392+(f<<3)|0;s=b+328|0;r=c[s>>2]|0;s=c[s+4>>2]|0;u=120320+(f<<3)|0;M=b+272|0;Q=c[N>>2]&p&r|n&c[L>>2]&p|c[M>>2]&c[u>>2];u=c[N+4>>2]&q&s|o&c[L+4>>2]&q|c[M+4>>2]&c[u+4>>2];M=c[124416+(f*24|0)+16>>2]|0;L=124416+(f*24|0)|0;N=124416+(f*24|0)+8|0;N=gx(c[L>>2]&k|0,c[L+4>>2]&m|0,c[N>>2]|0,c[N+4>>2]|0)|0;N=jx(N|0,z|0,52)|0;N=M+(N<<3)|0;M=b+288|0;L=b+296|0;P=c[L>>2]|0;L=c[L+4>>2]|0;Q=Q|(P|c[M>>2])&c[N>>2];N=u|(L|c[M+4>>2])&c[N+4>>2];M=c[125952+(f*24|0)+16>>2]|0;u=125952+(f*24|0)|0;K=125952+(f*24|0)+8|0;K=gx(c[u>>2]&k|0,c[u+4>>2]&m|0,c[K>>2]|0,c[K+4>>2]|0)|0;K=jx(K|0,z|0,55)|0;K=M+(K<<3)|0;M=b+280|0;u=122368+(f<<3)|0;t=c[u>>2]|0;u=c[u+4>>2]|0;g=b+304|0;O=b+320+(w<<3)|0;if(!((c[O>>2]&p&(Q|(c[M>>2]|P)&c[K>>2]|c[g>>2]&t)|0)==0?(c[O+4>>2]&q&(N|(c[M+4>>2]|L)&c[K+4>>2]|c[g+4>>2]&u)|0)==0:0)?(Q=w^1,P=b+320+(Q<<3)|0,Q=45760+(((Q|0)==0?8:-8)+f<<3)|0,!((c[P>>2]&p&c[Q>>2]|0)==0?(c[P+4>>2]&q&c[Q+4>>2]|0)==0:0)):0){g=45760+(f<<3)|0;f=c[g>>2]|0;g=c[g+4>>2]|0;if(!((f&k|0)==0&(g&m|0)==0)){c[v>>2]=64;break}if(x){Q=kx(f|0,g|0,8)|0;if(!((Q&k|0)==0&(z&m|0)==0)){c[v>>2]=64;break}Q=jx(f|0,g|0,8)|0;if((Q&r&p|0)==0&(z&s&q|0)==0){c[v>>2]=64;break}}else if((w|0)==1){Q=jx(f|0,g|0,8)|0;if(!((Q&k|0)==0&(z&m|0)==0)){c[v>>2]=64;break}Q=kx(f|0,g|0,8)|0;if((Q&n&p|0)==0&(z&o&q|0)==0){c[v>>2]=64;break}}if((c[B>>2]|0)!=2)break;Q=45760+(c[b+400+((w<<3|6)<<8)>>2]<<3)|0;if((c[Q>>2]&t|0)==0?(c[Q+4>>2]&u|0)==0:0)break;c[v>>2]=64;break}c[v>>2]=64}else y=110}else y=110;while(0);if((y|0)==110){j=c[E>>2]|0;c[j+44>>2]=64}c[j+36>>2]=0;c[j+40>>2]=0;Q=H+(c[e+-12>>2]|0)+4|0;c[Q>>2]=c[Q>>2]|4096;Vl(C,H,0);do if(a[C>>0]|0){e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){Q=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(Q,c[Q+16>>2]|6);break}}else{c[j>>2]=f+1;e=d[f>>0]|0}h=e&255}while(0);if((c[B>>2]|0)==7?($l(H)|0)==43:0){Q=51-(h&255)|0;c[(c[E>>2]|0)+36>>2]=(Q|0)>0?((Q|0)<3?Q:3):0;Vl(C,H,0);do if(a[C>>0]|0){e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){Q=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(Q,c[Q+16>>2]|6);break}}else{c[j>>2]=f+1;e=d[f>>0]|0}h=e&255}while(0);Vl(C,H,0);do if(!(a[C>>0]|0))e=h;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){e=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(e,c[e+16>>2]|6);e=h;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}e=e&255}while(0);h=51-(e&255)|0;Q=c[E>>2]|0;c[Q+40>>2]=(h|0)>0?((h|0)<3?h:3):0;h=e;e=Q}else{am(H,h)|0;e=c[E>>2]|0}g=H+(c[(c[H>>2]|0)+-12>>2]|0)+4|0;c[g>>2]=c[g>>2]|4096;g=b+5336|0;Zl(Zl(H,e+28|0)|0,g)|0;if((c[B>>2]|0)==7){Vl(C,H,0);do if(!(a[C>>0]|0))e=h;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){e=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(e,c[e+16>>2]|6);e=h;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}e=e&255}while(0);if(e<<24>>24==43?(c[H+(c[(c[H>>2]|0)+-12>>2]|0)+16>>2]&5|0)==0:0){Vl(C,H,0);do if(!(a[C>>0]|0))h=43;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){h=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(h,c[h+16>>2]|6);h=43;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}h=e&255}while(0);Q=(h&255)+-48|0;c[(c[E>>2]|0)+36>>2]=(h&255)>48?((Q|0)<3?Q:3):0;Vl(C,H,0);do if(a[C>>0]|0){e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){Q=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(Q,c[Q+16>>2]|6);break}}else{c[j>>2]=f+1;e=d[f>>0]|0}h=e&255}while(0);Vl(C,H,0);do if(!(a[C>>0]|0))e=h;else{e=c[H+(c[(c[H>>2]|0)+-12>>2]|0)+24>>2]|0;j=e+12|0;f=c[j>>2]|0;if((f|0)==(c[e+16>>2]|0)){e=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;if((e|0)==-1){e=H+(c[(c[H>>2]|0)+-12>>2]|0)|0;Nl(e,c[e+16>>2]|6);e=h;break}}else{c[j>>2]=f+1;e=d[f>>0]|0}e=e&255}while(0);Q=(e&255)+-48|0;c[(c[E>>2]|0)+40>>2]=(e&255)>48?((Q|0)<3?Q:3):0}}Q=(c[g>>2]<<1)+-2|0;c[g>>2]=((Q|0)>0?Q:0)|(c[A>>2]|0)==1;a[b+5356>>0]=D;c[b+5348>>2]=i;Ce(b,c[E>>2]|0);c[H>>2]=17372;c[F>>2]=17392;c[I>>2]=10708;if((a[G+11>>0]|0)>=0){Ck(I);ol(H,17404);xk(F);l=J;return b|0}Hv(c[G>>2]|0);Ck(I);ol(H,17404);xk(F);l=J;return b|0}function Be(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,l=0;i=(d|0)<(e|0);h=1<<((i^1)&1|b<<1);g=(c[a+5352>>2]|0)+24|0;c[g>>2]=c[g>>2]|h;g=a+4824+(d<<2)|0;c[g>>2]=c[g>>2]|h;g=a+4824+(e<<2)|0;c[g>>2]=c[g>>2]|h;c[a+5080+(h<<2)>>2]=d;c[a+5144+(h<<2)>>2]=e;g=b*56|0;b=(i?5:3)|g;f=(b|0)>(e|0)?b:e;h=a+5208+(h<<3)|0;b=(b|0)<(e|0)?b:e;while(1){if(!((b|0)==(d|0)|(b|0)==(e|0))){k=45760+(b<<3)|0;l=h;j=c[l+4>>2]|c[k+4>>2];a=h;c[a>>2]=c[l>>2]|c[k>>2];c[a+4>>2]=j}if((b|0)<(f|0))b=b+1|0;else break}b=(i?6:2)|g;a=(b|0)>(d|0)?b:d;b=(b|0)<(d|0)?b:d;while(1){if(!((b|0)==(d|0)|(b|0)==(e|0))){j=45760+(b<<3)|0;i=h;k=c[i+4>>2]|c[j+4>>2];l=h;c[l>>2]=c[i>>2]|c[j>>2];c[l+4>>2]=k}if((b|0)<(a|0))b=b+1|0;else break}return}function Ce(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0;n=a+5360|0;j=846080+(c[n>>2]<<3)|0;k=c[j>>2]|0;j=c[j+4>>2]|0;l=b+8|0;m=l;c[m>>2]=k;c[m+4>>2]=j;m=b+48|0;i=m;c[i>>2]=k;c[i+4>>2]=j;i=846072;j=c[i+4>>2]|0;k=b;c[k>>2]=c[i>>2];c[k+4>>2]=j;c[b+20>>2]=0;c[b+16>>2]=0;De(a,b);n=c[n>>2]|0;switch(n|0){case 4:{if(!(c[a+336+((c[a+5340>>2]<<3|6)<<2)>>2]|0)){d=0;e=0}else f=3;break}case 1:{d=0;e=0;break}case 2:{d=c[a+5340>>2]|0;e=d<<3;if((c[a+336+((e|6)<<2)>>2]|0)!=0?(j=122368+(c[a+400+((e^14)<<8)>>2]<<3)|0,i=a+320+(d<<3)|0,k=a+304|0,(c[i>>2]&c[j>>2]&c[k>>2]|0)==0?(c[i+4>>2]&c[j+4>>2]&c[k+4>>2]|0)==0:0):0)f=6;else{d=0;e=0}break}default:f=3}if((f|0)==3){d=c[a+5340>>2]|0;f=6}if((f|0)==6){k=c[a+400+((d<<3|6)<<8)>>2]|0;j=a+256|0;q=c[j>>2]|0;j=c[j+4>>2]|0;f=123904+(k<<3)|0;o=a+320|0;h=a+264|0;p=c[h>>2]|0;h=c[h+4>>2]|0;r=123392+(k<<3)|0;i=a+328|0;e=120320+(k<<3)|0;g=a+272|0;p=c[r>>2]&p&c[i>>2]|c[o>>2]&c[f>>2]&p|c[g>>2]&c[e>>2];e=c[r+4>>2]&h&c[i+4>>2]|c[o+4>>2]&c[f+4>>2]&h|c[g+4>>2]&c[e+4>>2];g=c[124416+(k*24|0)+16>>2]|0;h=124416+(k*24|0)|0;f=124416+(k*24|0)+8|0;f=gx(c[h>>2]&q|0,c[h+4>>2]&j|0,c[f>>2]|0,c[f+4>>2]|0)|0;f=jx(f|0,z|0,52)|0;f=g+(f<<3)|0;g=a+288|0;h=a+296|0;o=c[h>>2]|0;h=c[h+4>>2]|0;p=p|(o|c[g>>2])&c[f>>2];f=e|(h|c[g+4>>2])&c[f+4>>2];g=c[125952+(k*24|0)+16>>2]|0;e=125952+(k*24|0)|0;i=125952+(k*24|0)+8|0;i=gx(c[e>>2]&q|0,c[e+4>>2]&j|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=a+280|0;k=122368+(k<<3)|0;j=a+304|0;e=a+320+((d^1)<<3)|0;d=(p|(c[g>>2]|o)&c[i>>2]|c[j>>2]&c[k>>2])&c[e>>2];e=(f|(c[g+4>>2]|h)&c[i+4>>2]|c[j+4>>2]&c[k+4>>2])&c[e+4>>2]}r=b+56|0;c[r>>2]=d;c[r+4>>2]=e;e=a+256|0;d=c[e>>2]|0;e=c[e+4>>2]|0;if(!((d|0)==0&(e|0)==0)){g=m;f=c[g>>2]|0;g=c[g+4>>2]|0;do{r=Sa(d|0,e|0,0)|0;q=ax(d|0,e|0,-1,-1)|0;d=q&d;e=z&e;r=837680+(c[a+(r<<2)>>2]<<9)+(r<<3)|0;f=f^c[r>>2];g=g^c[r+4>>2];r=m;c[r>>2]=f;c[r+4>>2]=g}while(!((d|0)==0&(e|0)==0))}d=c[b+44>>2]|0;if((d|0)!=64){p=845872+((d&7)<<3)|0;o=m;q=c[o+4>>2]^c[p+4>>2];r=m;c[r>>2]=c[o>>2]^c[p>>2];c[r+4>>2]=q}if((c[a+5340>>2]|0)==1){e=846064;r=m;d=c[r>>2]^c[e>>2];e=c[r+4>>2]^c[e+4>>2];r=m;c[r>>2]=d;c[r+4>>2]=e}else{e=m;d=c[e>>2]|0;e=c[e+4>>2]|0}q=845936+(c[b+24>>2]<<3)|0;r=e^c[q+4>>2];e=m;c[e>>2]=d^c[q>>2];c[e+4>>2]=r;e=a+264|0;d=c[e>>2]|0;e=c[e+4>>2]|0;if(!((d|0)==0&(e|0)==0)){g=b;f=c[g>>2]|0;g=c[g+4>>2]|0;do{r=Sa(d|0,e|0,0)|0;q=ax(d|0,e|0,-1,-1)|0;d=q&d;e=z&e;r=837680+(c[a+(r<<2)>>2]<<9)+(r<<3)|0;f=f^c[r>>2];g=g^c[r+4>>2];r=b;c[r>>2]=f;c[r+4>>2]=g}while(!((d|0)==0&(e|0)==0))}a:do if((n|0)==3){d=17312;while(1){f=c[d>>2]|0;g=f&7;k=f&255;switch(k&7){case 1:case 6:break;default:{r=b+16+(f>>3<<2)|0;c[r>>2]=(O(c[17416+(f<<2)>>2]|0,c[a+336+(f<<2)>>2]|0)|0)+(c[r>>2]|0)}}j=c[a+336+(f<<2)>>2]|0;if((j|0)>0){i=l;e=0;h=c[i>>2]|0;i=c[i+4>>2]|0;do{r=837680+(f<<9)+(e<<3)|0;h=h^c[r>>2];i=i^c[r+4>>2];r=l;c[r>>2]=h;c[r+4>>2]=i;e=e+1|0}while((e|0)<(j|0))}switch(k&7){case 1:case 6:break;default:{q=f>>3;r=b+16+(q<<2)|0;c[r>>2]=(O(c[17416+(f<<2)>>2]|0,c[a+4496+(q<<5)+(g<<2)>>2]|0)|0)+(c[r>>2]|0)}}p=846144+(f*136|0)+(c[a+4496+(f>>3<<5)+(g<<2)>>2]<<3)|0;o=m;q=c[o+4>>2]^c[p+4>>2];r=m;c[r>>2]=c[o>>2]^c[p>>2];c[r+4>>2]=q;d=d+4|0;if((d|0)==17360)break a}}else{d=17312;while(1){f=c[d>>2]|0;switch(f&7){case 1:case 6:break;default:{r=b+16+(f>>3<<2)|0;c[r>>2]=(O(c[17416+(f<<2)>>2]|0,c[a+336+(f<<2)>>2]|0)|0)+(c[r>>2]|0)}}g=c[a+336+(f<<2)>>2]|0;if((g|0)>0){i=l;e=0;h=c[i>>2]|0;i=c[i+4>>2]|0;do{r=837680+(f<<9)+(e<<3)|0;h=h^c[r>>2];i=i^c[r+4>>2];r=l;c[r>>2]=h;c[r+4>>2]=i;e=e+1|0}while((e|0)<(g|0))}d=d+4|0;if((d|0)==17360)break a}}while(0);if((n|0)!=7)return;q=848320+(c[b+36>>2]<<3)|0;p=m;o=c[p>>2]^c[q>>2];q=c[p+4>>2]^c[q+4>>2];p=m;c[p>>2]=o;c[p+4>>2]=q;p=848352+(c[b+40>>2]<<3)|0;q=q^c[p+4>>2];r=m;c[r>>2]=o^c[p>>2];c[r+4>>2]=q;return}function De(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0;v=c[a+5360>>2]|0;a:do switch(v|0){case 1:{f=b+352|0;u=b+336|0;c[u>>2]=0;c[u+4>>2]=0;c[f>>2]=0;c[f+4>>2]=0;c[f+8>>2]=0;c[f+12>>2]=0;f=45;break}case 2:{d=c[a+5340>>2]|0;e=d<<3;if(c[a+336+((e|6)<<2)>>2]|0?(t=122368+(c[a+400+((e^14)<<8)>>2]<<3)|0,s=a+320+(d<<3)|0,u=a+304|0,(c[s>>2]&c[t>>2]&c[u>>2]|0)==0?(c[s+4>>2]&c[t+4>>2]&c[u+4>>2]|0)==0:0):0){f=27;break a}f=b+352|0;u=b+336|0;c[u>>2]=0;c[u+4>>2]=0;c[f>>2]=0;c[f+4>>2]=0;c[f+8>>2]=0;c[f+12>>2]=0;f=45;break}case 4:{b:do if((c[a+360>>2]|0)!=0?(g=a+328|0,f=c[g>>2]|0,g=c[g+4>>2]|0,r=c[a+1936>>2]|0,s=b+360|0,q=s,c[q>>2]=0,c[q+4>>2]=0,q=121344+(r<<3)|0,p=a+296|0,l=c[p>>2]|0,p=c[p+4>>2]|0,o=a+288|0,n=120832+(r<<3)|0,m=a+280|0,f=((c[m>>2]|l)&c[n>>2]|(c[o>>2]|l)&c[q>>2])&f,g=((c[m+4>>2]|p)&c[n+4>>2]|(c[o+4>>2]|p)&c[q+4>>2])&g,!((f|0)==0&(g|0)==0)):0){p=a+256|0;q=a+(r<<2)|0;e=0;d=0;h=0;j=0;do{l=p;k=c[l>>2]|0;l=c[l+4>>2]|0;while(1){m=Sa(f|0,g|0,0)|0;o=ax(f|0,g|0,-1,-1)|0;f=o&f;g=z&g;o=46592+(r<<9)+(m<<3)|0;n=c[o>>2]&k;o=c[o+4>>2]&l;if(!((n|0)==0&(o|0)==0)?(w=ax(n|0,o|0,-1,-1)|0,(w&n|0)==0&(z&o|0)==0):0)break;if((f|0)==0&(g|0)==0)break b}e=n|e;d=o|d;w=a+320+(c[q>>2]>>3<<3)|0;if(!((c[w>>2]&n|0)==0?(c[w+4>>2]&o|0)==0:0)){w=45760+(m<<3)|0;h=c[w>>2]|h;j=c[w+4>>2]|j;w=s;c[w>>2]=h;c[w+4>>2]=j}}while(!((f|0)==0&(g|0)==0))}else{e=0;d=0}while(0);q=b+352|0;w=q;c[w>>2]=e;c[w+4>>2]=d;w=b+336|0;c[w>>2]=e;c[w+4>>2]=d;c:do if((c[a+392>>2]|0)!=0?(t=a+320|0,i=c[t>>2]|0,t=c[t+4>>2]|0,u=c[a+3984>>2]|0,w=q,c[w>>2]=0,c[w+4>>2]=0,w=121344+(u<<3)|0,s=a+296|0,n=c[s>>2]|0,s=c[s+4>>2]|0,r=a+288|0,p=120832+(u<<3)|0,o=a+280|0,i=((c[o>>2]|n)&c[p>>2]|(c[r>>2]|n)&c[w>>2])&i,t=((c[o+4>>2]|s)&c[p+4>>2]|(c[r+4>>2]|s)&c[w+4>>2])&t,!((i|0)==0&(t|0)==0)):0){o=a+256|0;p=a+(u<<2)|0;e=0;d=0;g=0;h=0;f=t;do{k=o;j=c[k>>2]|0;k=c[k+4>>2]|0;while(1){l=Sa(i|0,f|0,0)|0;n=ax(i|0,f|0,-1,-1)|0;i=n&i;f=z&f;n=46592+(u<<9)+(l<<3)|0;m=c[n>>2]&j;n=c[n+4>>2]&k;if(!((m|0)==0&(n|0)==0)?(w=ax(m|0,n|0,-1,-1)|0,(w&m|0)==0&(z&n|0)==0):0)break;if((i|0)==0&(f|0)==0)break c}e=m|e;d=n|d;w=a+320+(c[p>>2]>>3<<3)|0;if(!((c[w>>2]&m|0)==0?(c[w+4>>2]&n|0)==0:0)){w=45760+(l<<3)|0;g=c[w>>2]|g;h=c[w+4>>2]|h;w=q;c[w>>2]=g;c[w+4>>2]=h}}while(!((i|0)==0&(f|0)==0))}else{e=0;d=0}while(0);f=b+360|0;c[f>>2]=e;c[f+4>>2]=d;f=46;break}default:f=27}while(0);d:do if((f|0)==27){g=a+328|0;f=c[g>>2]|0;g=c[g+4>>2]|0;o=c[a+1936>>2]|0;p=b+360|0;w=p;c[w>>2]=0;c[w+4>>2]=0;w=121344+(o<<3)|0;s=a+296|0;r=s;l=c[r>>2]|0;r=c[r+4>>2]|0;t=a+288|0;q=t;n=120832+(o<<3)|0;u=a+280|0;m=u;f=((c[m>>2]|l)&c[n>>2]|(c[q>>2]|l)&c[w>>2])&f;g=((c[m+4>>2]|r)&c[n+4>>2]|(c[q+4>>2]|r)&c[w+4>>2])&g;e:do if((f|0)==0&(g|0)==0){e=0;d=0}else{q=a+256|0;r=a+(o<<2)|0;e=0;d=0;h=0;i=0;do{k=q;j=c[k>>2]|0;k=c[k+4>>2]|0;while(1){l=Sa(f|0,g|0,0)|0;n=ax(f|0,g|0,-1,-1)|0;f=n&f;g=z&g;n=46592+(o<<9)+(l<<3)|0;m=c[n>>2]&j;n=c[n+4>>2]&k;if(!((m|0)==0&(n|0)==0)?(w=ax(m|0,n|0,-1,-1)|0,(w&m|0)==0&(z&n|0)==0):0)break;if((f|0)==0&(g|0)==0)break e}e=m|e;d=n|d;w=a+320+(c[r>>2]>>3<<3)|0;if(!((c[w>>2]&m|0)==0?(c[w+4>>2]&n|0)==0:0)){w=45760+(l<<3)|0;h=c[w>>2]|h;i=c[w+4>>2]|i;w=p;c[w>>2]=h;c[w+4>>2]=i}}while(!((f|0)==0&(g|0)==0))}while(0);g=b+336|0;c[g>>2]=e;c[g+4>>2]=d;g=a+320|0;f=c[g>>2]|0;g=c[g+4>>2]|0;q=c[a+3984>>2]|0;r=b+352|0;w=r;c[w>>2]=0;c[w+4>>2]=0;w=121344+(q<<3)|0;o=c[s>>2]|0;s=c[s+4>>2]|0;p=120832+(q<<3)|0;f=((c[u>>2]|o)&c[p>>2]|(c[t>>2]|o)&c[w>>2])&f;g=((c[u+4>>2]|s)&c[p+4>>2]|(c[t+4>>2]|s)&c[w+4>>2])&g;if((f|0)==0&(g|0)==0){e=0;d=0;f=46}else{o=a+256|0;p=a+(q<<2)|0;e=0;d=0;h=0;i=0;while(1){k=o;j=c[k>>2]|0;k=c[k+4>>2]|0;while(1){l=Sa(f|0,g|0,0)|0;n=ax(f|0,g|0,-1,-1)|0;f=n&f;g=z&g;n=46592+(q<<9)+(l<<3)|0;m=c[n>>2]&j;n=c[n+4>>2]&k;if(!((m|0)==0&(n|0)==0)?(w=ax(m|0,n|0,-1,-1)|0,(w&m|0)==0&(z&n|0)==0):0)break;if((f|0)==0&(g|0)==0){f=46;break d}}e=m|e;d=n|d;w=a+320+(c[p>>2]>>3<<3)|0;if(!((c[w>>2]&m|0)==0?(c[w+4>>2]&n|0)==0:0)){w=45760+(l<<3)|0;h=c[w>>2]|h;i=c[w+4>>2]|i;w=r;c[w>>2]=h;c[w+4>>2]=i}if((f|0)==0&(g|0)==0){f=46;break}}}}else if((f|0)==45){w=b+344|0;c[w>>2]=0;c[w+4>>2]=0;f=49}while(0);do if((f|0)==46){w=b+344|0;c[w>>2]=e;c[w+4>>2]=d;if((v|0)==4){e=c[a+5340>>2]|0;if(c[a+336+((e<<3^14)<<2)>>2]|0){d=e;e=c[a+400+((e<<3^14)<<8)>>2]|0;break}u=b+376|0;c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;c[u+12>>2]=0;c[u+16>>2]=0;c[u+20>>2]=0;c[u+24>>2]=0;c[u+28>>2]=0;u=0;a=0;w=b+408|0;v=w;c[v>>2]=u;w=w+4|0;c[w>>2]=a;w=b+416|0;b=w;c[b>>2]=0;w=w+4|0;c[w>>2]=0;return}else f=49}while(0);if((f|0)==49){d=c[a+5340>>2]|0;if((v|0)==1){u=b+376|0;c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;c[u+12>>2]=0;c[u+16>>2]=0;c[u+20>>2]=0;c[u+24>>2]=0;c[u+28>>2]=0;u=0;a=0;w=b+408|0;v=w;c[v>>2]=u;w=w+4|0;c[w>>2]=a;w=b+416|0;b=w;c[b>>2]=0;w=w+4|0;c[w>>2]=0;return}e=c[a+400+((d<<3^14)<<8)>>2]|0;if((e|0)==64&(v|0)==2){u=b+376|0;c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;c[u+12>>2]=0;c[u+16>>2]=0;c[u+20>>2]=0;c[u+24>>2]=0;c[u+28>>2]=0;u=0;a=0;w=b+408|0;v=w;c[v>>2]=u;w=w+4|0;c[w>>2]=a;w=b+416|0;b=w;c[b>>2]=0;w=w+4|0;c[w>>2]=0;return}}t=123392+((d^1)<<9)+(e<<3)|0;u=c[t+4>>2]|0;v=b+376|0;c[v>>2]=c[t>>2];c[v+4>>2]=u;v=120320+(e<<3)|0;u=c[v+4>>2]|0;t=b+384|0;c[t>>2]=c[v>>2];c[t+4>>2]=u;t=a+256|0;u=t;v=c[125952+(e*24|0)+16>>2]|0;s=125952+(e*24|0)|0;w=125952+(e*24|0)+8|0;w=gx(c[s>>2]&c[u>>2]|0,c[s+4>>2]&c[u+4>>2]|0,c[w>>2]|0,c[w+4>>2]|0)|0;w=jx(w|0,z|0,55)|0;w=v+(w<<3)|0;v=c[w>>2]|0;w=c[w+4>>2]|0;u=b+392|0;c[u>>2]=v;c[u+4>>2]=w;u=c[124416+(e*24|0)+16>>2]|0;s=124416+(e*24|0)|0;a=124416+(e*24|0)+8|0;a=gx(c[s>>2]&c[t>>2]|0,c[s+4>>2]&c[t+4>>2]|0,c[a>>2]|0,c[a+4>>2]|0)|0;a=jx(a|0,z|0,52)|0;a=u+(a<<3)|0;u=c[a>>2]|0;a=c[a+4>>2]|0;t=b+400|0;c[t>>2]=u;c[t+4>>2]=a;u=v|u;a=w|a;w=b+408|0;v=w;c[v>>2]=u;w=w+4|0;c[w>>2]=a;w=b+416|0;b=w;c[b>>2]=0;w=w+4|0;c[w>>2]=0;return}function Ee(b){b=b|0;var d=0,e=0,f=0;c[b>>2]=17372;d=b+60|0;c[d>>2]=17392;e=b+8|0;c[e>>2]=10708;f=b+40|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);ol(b,17404);xk(d);return}function Fe(b){b=b|0;var d=0,e=0,f=0;c[b>>2]=17372;d=b+60|0;c[d>>2]=17392;e=b+8|0;c[e>>2]=10708;f=b+40|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);ol(b,17404);xk(d);Hv(b);return}function Ge(b){b=b|0;var d=0,e=0,f=0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;c[b>>2]=17372;d=b+60|0;c[d>>2]=17392;e=b+8|0;c[e>>2]=10708;f=b+40|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);ol(b,17404);xk(d);return}function He(b){b=b|0;var d=0,e=0,f=0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;c[b>>2]=17372;d=b+60|0;c[d>>2]=17392;e=b+8|0;c[e>>2]=10708;f=b+40|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);ol(b,17404);xk(d);Hv(b);return}function Ie(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0;q=f;c[q>>2]=0;c[q+4>>2]=0;q=121344+(e<<3)|0;p=a+296|0;l=c[p>>2]|0;p=c[p+4>>2]|0;o=a+288|0;n=120832+(e<<3)|0;m=a+280|0;b=((c[m>>2]|l)&c[n>>2]|(c[o>>2]|l)&c[q>>2])&b;d=((c[m+4>>2]|p)&c[n+4>>2]|(c[o+4>>2]|p)&c[q+4>>2])&d;if((b|0)==0&(d|0)==0){e=0;f=0;z=e;return f|0}p=a+256|0;q=a+(e<<2)|0;g=0;h=0;i=0;j=b;b=0;a:while(1){l=p;k=c[l>>2]|0;l=c[l+4>>2]|0;while(1){m=Sa(j|0,d|0,0)|0;o=ax(j|0,d|0,-1,-1)|0;j=o&j;d=z&d;o=46592+(e<<9)+(m<<3)|0;n=k&c[o>>2];o=l&c[o+4>>2];if(!((n|0)==0&(o|0)==0)?(r=ax(n|0,o|0,-1,-1)|0,(r&n|0)==0&(z&o|0)==0):0)break;if((j|0)==0&(d|0)==0){d=10;break a}}b=n|b;g=o|g;r=a+320+(c[q>>2]>>3<<3)|0;if(!((c[r>>2]&n|0)==0?(c[r+4>>2]&o|0)==0:0)){r=45760+(m<<3)|0;h=h|c[r>>2];i=i|c[r+4>>2];r=f;c[r>>2]=h;c[r+4>>2]=i}if((j|0)==0&(d|0)==0){d=10;break}}if((d|0)==10){z=g;return b|0}return 0}function Je(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;t=l;l=l+96|0;s=t+72|0;r=t+60|0;o=t+48|0;p=t+36|0;q=t+24|0;k=t+12|0;m=t;Nv(s,d,(cw(d,118,0)|0)+1|0,-1,d);n=s+12|0;Nv(n,d,0,cw(d,118,0)|0,d);i=s+(e*12|0)|0;j=a[i+11>>0]|0;if(j<<24>>24<0){i=c[i>>2]|0;d=i;h=i;i=i+(c[s+(e*12|0)+4>>2]|0)|0}else{d=i;h=i;i=i+(j&255)|0}if((h|0)!=(i|0))while(1){a[d>>0]=jj(a[h>>0]|0)|0;h=h+1|0;if((h|0)==(i|0))break;else d=d+1|0};c[m>>2]=0;c[m+4>>2]=0;c[m+8>>2]=0;h=s+11|0;e=a[h>>0]|0;i=e<<24>>24<0;j=s+4|0;e=i?c[j>>2]|0:e&255;d=e+2|0;if(d>>>0>4294967279)Kv(m);if(d>>>0<11){a[m+11>>0]=2;d=m}else{u=e+18&-16;d=Ev(u)|0;c[m>>2]=d;c[m+8>>2]=u|-2147483648;c[m+4>>2]=2}a[d>>0]=56;a[d+1>>0]=47;a[d+2>>0]=0;Yv(m,i?c[s>>2]|0:s,e)|0;u=a[h>>0]|0;_v(m,56-(u<<24>>24<0?c[j>>2]|0:u&255)&255);c[k>>2]=c[m>>2];c[k+4>>2]=c[m+4>>2];c[k+8>>2]=c[m+8>>2];c[m>>2]=0;c[m+4>>2]=0;c[m+8>>2]=0;u=Zv(k,37083)|0;c[q>>2]=c[u>>2];c[q+4>>2]=c[u+4>>2];c[q+8>>2]=c[u+8>>2];c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;u=n+11|0;j=a[u>>0]|0;i=j<<24>>24<0;e=s+16|0;n=Yv(q,i?c[n>>2]|0:n,i?c[e>>2]|0:j&255)|0;c[p>>2]=c[n>>2];c[p+4>>2]=c[n+4>>2];c[p+8>>2]=c[n+8>>2];c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;u=a[u>>0]|0;_v(p,56-(u<<24>>24<0?c[e>>2]|0:u&255)&255);c[o>>2]=c[p>>2];c[o+4>>2]=c[p+4>>2];c[o+8>>2]=c[p+8>>2];c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;u=Zv(o,37093)|0;c[r>>2]=c[u>>2];c[r+4>>2]=c[u+4>>2];c[r+8>>2]=c[u+8>>2];c[u>>2]=0;c[u+4>>2]=0;c[u+8>>2]=0;if((a[o+11>>0]|0)<0)Hv(c[o>>2]|0);if((a[p+11>>0]|0)<0)Hv(c[p>>2]|0);if((a[q+11>>0]|0)<0)Hv(c[q>>2]|0);if((a[k+11>>0]|0)<0)Hv(c[k>>2]|0);if((a[m+11>>0]|0)<0)Hv(c[m>>2]|0);h=Ae(b,r,0,f,g,0)|0;if((a[r+11>>0]|0)<0)Hv(c[r>>2]|0);d=s+12|0;if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[s+11>>0]|0)>=0){l=t;return h|0}Hv(c[s>>2]|0);l=t;return h|0}function Ke(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;k=123904+(b<<3)|0;g=a+320|0;j=a+264|0;i=c[j>>2]|0;j=c[j+4>>2]|0;m=123392+(b<<3)|0;f=a+328|0;l=120320+(b<<3)|0;h=a+272|0;i=c[m>>2]&i&c[f>>2]|c[g>>2]&c[k>>2]&i|c[h>>2]&c[l>>2];l=c[m+4>>2]&j&c[f+4>>2]|c[g+4>>2]&c[k+4>>2]&j|c[h+4>>2]&c[l+4>>2];h=c[124416+(b*24|0)+16>>2]|0;j=124416+(b*24|0)|0;k=124416+(b*24|0)+8|0;k=gx(c[j>>2]&d|0,c[j+4>>2]&e|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,52)|0;k=h+(k<<3)|0;h=a+288|0;j=a+296|0;g=c[j>>2]|0;j=c[j+4>>2]|0;i=i|(g|c[h>>2])&c[k>>2];k=l|(j|c[h+4>>2])&c[k+4>>2];h=c[125952+(b*24|0)+16>>2]|0;l=125952+(b*24|0)|0;f=125952+(b*24|0)+8|0;f=gx(c[l>>2]&d|0,c[l+4>>2]&e|0,c[f>>2]|0,c[f+4>>2]|0)|0;f=jx(f|0,z|0,55)|0;f=h+(f<<3)|0;h=a+280|0;e=122368+(b<<3)|0;d=a+304|0;z=k|(c[h+4>>2]|j)&c[f+4>>2]|c[d+4>>2]&c[e+4>>2];return i|(c[h>>2]|g)&c[f>>2]|c[d>>2]&c[e>>2]|0}function Le(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0;m=c[a+5340>>2]|0;h=b&49152;f=(h|0)==32768;if(f)B=(b&12288|0)==4096?64:b>>>6&63;else B=b>>>6&63;l=c[a+5360>>2]|0;a:do switch(l|0){case 6:{if(Me(a,b)|0){a=0;return a|0}else{d=0;i=21}break}case 4:{if(!(c[a+336+((m<<3|6)<<2)>>2]|0)){a=1;return a|0}else{d=0;i=21}break}case 2:{n=c[a+400+((m<<3|6)<<8)>>2]|0;g=b&63;k=m^1;j=k<<3|6;e=122368+(c[a+400+(j<<8)>>2]<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;if((c[a+(B<<2)>>2]&7|0)==6){t=45760+(g<<3)|0;if((c[t>>2]&d|0)==0?(c[t+4>>2]&e|0)==0:0){d=1;i=21;break a}else d=1;return d|0}t=45760+(n<<3)|0;if(!((c[t>>2]&d|0)==0?(c[t+4>>2]&e|0)==0:0)){a=1;return a|0}b:do if((h|0)==49152?1:(c[a+(g<<2)>>2]|0)==0){if(!f){i=34;break a}d=b&12288;e=d&16383;if(e<<16>>16<8192)switch(e<<16>>16){case 4096:{e=1;i=23;break a}default:{i=14;break b}}else switch(e<<16>>16){case 8192:{e=1;i=23;break a}default:{i=14;break b}}}else if(f){d=b&12288;i=14}else h=g;while(0);c:do if((i|0)==14){d=d&16383;if(d<<16>>16<8192)switch(d<<16>>16){case 4096:{h=g;break c}default:{}}else switch(d<<16>>16){case 8192:{h=g;break c}default:{}}h=B&-8|b&7}while(0);g=122368+(g<<3)|0;f=a+256|0;d=c[f>>2]|0;f=c[f+4>>2]|0;A=a+264|0;e=(c[A>>2]^d)&c[g>>2];g=(c[A+4>>2]^f)&c[g+4>>2];A=45760+(c[a+400+(j<<8)>>2]<<3)|0;if(!((c[A>>2]&e|0)==0?(c[A+4>>2]&g|0)==0:0)){a=1;return a|0}A=45760+(h<<3)|0;h=45760+(B<<3)|0;i=(c[A>>2]|e|c[h>>2])^d;h=(c[A+4>>2]|g|c[h+4>>2])^f;B=(c[a+5352>>2]|0)+56|0;if(!((c[B>>2]&i|0)==0?(c[B+4>>2]&h|0)==0:0)){a=0;return a|0}e=124416+(n*24|0)|0;A=124416+(n*24|0)+8|0;A=(c[124416+(n*24|0)+16>>2]|0)+((jx(gx(c[e>>2]&i|0,c[e+4>>2]&h|0,c[A>>2]|0,c[A+4>>2]|0)|0,z|0,52)|0)<<3)|0;e=a+320+(k<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;g=a+296|0;f=c[g>>2]|0;g=c[g+4>>2]|0;B=a+288|0;if(!((c[A>>2]&i&d&(c[B>>2]|f)|0)==0?(c[A+4>>2]&h&e&(c[B+4>>2]|g)|0)==0:0)){a=0;return a|0}A=125952+(n*24|0)|0;B=125952+(n*24|0)+8|0;B=(c[125952+(n*24|0)+16>>2]|0)+((jx(gx(c[A>>2]&i|0,c[A+4>>2]&h|0,c[B>>2]|0,c[B+4>>2]|0)|0,z|0,55)|0)<<3)|0;a=a+280|0;a=(d&i&c[B>>2]&(c[a>>2]|f)|0)==0?(e&h&c[B+4>>2]&(c[a+4>>2]|g)|0)==0:0;return a|0}case 1:{a=1;return a|0}default:{d=0;i=21}}while(0);if((i|0)==21)if(f){e=d;d=b&12288;i=23}else i=29;d:do if((i|0)==23){d=d&16383;if(d<<16>>16<8192)switch(d<<16>>16){case 4096:{d=e;i=29;break d}default:{}}else switch(d<<16>>16){case 8192:{d=e;i=29;break d}default:{}}d=m<<3|6;if((l|0)==1?(c[a+336+(d<<2)>>2]|0)==0:0)j=64;else j=c[a+400+(d<<8)>>2]|0;A=b&63;e=a+256|0;d=45760+(B<<3)|0;i=45760+(A-((m|0)==0?8:-8)<<3)|0;A=45760+(A<<3)|0;h=c[A>>2]|c[d>>2]^c[e>>2]^c[i>>2];i=c[A+4>>2]|c[d+4>>2]^c[e+4>>2]^c[i+4>>2];e=c[124416+(j*24|0)+16>>2]|0;d=124416+(j*24|0)|0;A=124416+(j*24|0)+8|0;A=gx(c[d>>2]&h|0,c[d+4>>2]&i|0,c[A>>2]|0,c[A+4>>2]|0)|0;A=jx(A|0,z|0,52)|0;A=e+(A<<3)|0;e=a+320+((m^1)<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;g=a+296|0;f=c[g>>2]|0;g=c[g+4>>2]|0;B=a+288|0;if(!((d&c[A>>2]&(c[B>>2]|f)|0)==0?(e&c[A+4>>2]&(c[B+4>>2]|g)|0)==0:0)){a=0;return a|0}A=c[125952+(j*24|0)+16>>2]|0;y=125952+(j*24|0)|0;B=125952+(j*24|0)+8|0;B=gx(c[y>>2]&h|0,c[y+4>>2]&i|0,c[B>>2]|0,c[B+4>>2]|0)|0;B=jx(B|0,z|0,55)|0;B=A+(B<<3)|0;a=a+280|0;a=(c[B>>2]&d&(c[a>>2]|f)|0)==0?(c[B+4>>2]&e&(c[a+4>>2]|g)|0)==0:0;return a|0}while(0);do if((i|0)==29){if(!((l|0)==3&(b&61440|0)==36864)){if(d){i=34;break}d=c[a+(B<<2)>>2]|0;break}if(!(c[a+4496+(m<<5)+((b>>>6&7)<<2)>>2]|0)){a=0;return a|0}a=(c[a+((b&63)<<2)>>2]|0)==0;return a|0}while(0);if((i|0)==34){d=c[a+(B<<2)>>2]|0;if((!((h|0)==49152|(d&7|0)!=6)?(u=b&63,t=122368+(c[a+400+((m<<3^14)<<8)>>2]<<3)|0,s=a+320+(m<<3)|0,x=a+304|0,w=c[x>>2]|0,x=c[x+4>>2]|0,!((c[s>>2]&c[t>>2]&w|0)==0?(c[s+4>>2]&c[t+4>>2]&x|0)==0:0)):0)?(v=m^1,t=122368+(c[a+400+((v<<3|6)<<8)>>2]<<3)|0,A=45760+(u<<3)|0,y=c[A>>2]|0,A=c[A+4>>2]|0,(y&c[t>>2]|0)==0?(A&c[t+4>>2]|0)==0:0):0){g=a+256|0;f=c[g>>2]|0;g=c[g+4>>2]|0;h=123904+(u<<3)|0;j=a+320|0;E=a+264|0;H=c[E>>2]|0;E=c[E+4>>2]|0;l=123392+(u<<3)|0;i=a+328|0;n=120320+(u<<3)|0;F=a+272|0;I=c[F>>2]|0;F=c[F+4>>2]|0;G=c[l>>2]&H&c[i>>2]|c[j>>2]&c[h>>2]&H|I&c[n>>2];n=c[l+4>>2]&E&c[i+4>>2]|c[j+4>>2]&c[h+4>>2]&E|F&c[n+4>>2];h=c[124416+(u*24|0)+16>>2]|0;j=124416+(u*24|0)|0;i=c[j>>2]|0;j=c[j+4>>2]|0;l=124416+(u*24|0)+8|0;k=c[l>>2]|0;l=c[l+4>>2]|0;D=gx(i&f|0,j&g|0,k|0,l|0)|0;D=jx(D|0,z|0,52)|0;D=h+(D<<3)|0;m=a+288|0;t=a+296|0;s=c[t>>2]|0;t=c[t+4>>2]|0;b=s|c[m>>2];m=t|c[m+4>>2];G=G|b&c[D>>2];D=n|m&c[D+4>>2];n=c[125952+(u*24|0)+16>>2]|0;p=125952+(u*24|0)|0;o=c[p>>2]|0;p=c[p+4>>2]|0;r=125952+(u*24|0)+8|0;q=c[r>>2]|0;r=c[r+4>>2]|0;C=gx(o&f|0,p&g|0,q|0,r|0)|0;C=jx(C|0,z|0,55)|0;C=n+(C<<3)|0;e=a+280|0;s=c[e>>2]|s;t=c[e+4>>2]|t;u=122368+(u<<3)|0;e=a+320+(v<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;if(!((d&(I|H)&(G|s&c[C>>2]|w&c[u>>2])|0)==0?(e&(F|E)&(D|t&c[C+4>>2]|x&c[u+4>>2])|0)==0:0)){I=0;return I|0}H=45760+(B<<3)|0;F=c[H>>2]^f|y;H=c[H+4>>2]^g|A;I=gx(F&i|0,H&j|0,k|0,l|0)|0;I=jx(I|0,z|0,52)|0;I=h+(I<<3)|0;G=c[I>>2]&b;I=c[I+4>>2]&m;H=gx(F&o|0,H&p|0,q|0,r|0)|0;H=jx(H|0,z|0,55)|0;H=n+(H<<3)|0;I=((c[H>>2]&s|G)&d|0)==0?((c[H+4>>2]&t|I)&e|0)==0:0;return I|0}}if((d&7|0)==6){if((h|0)==49152){I=1;return I|0}H=b&63;G=a+256|0;y=c[G>>2]|0;G=c[G+4>>2]|0;C=123904+(H<<3)|0;B=a+320|0;E=a+264|0;A=c[E>>2]|0;E=c[E+4>>2]|0;x=123392+(H<<3)|0;F=a+328|0;I=120320+(H<<3)|0;D=a+272|0;A=c[x>>2]&A&c[F>>2]|c[B>>2]&c[C>>2]&A|c[D>>2]&c[I>>2];I=c[x+4>>2]&E&c[F+4>>2]|c[B+4>>2]&c[C+4>>2]&E|c[D+4>>2]&c[I+4>>2];D=c[124416+(H*24|0)+16>>2]|0;E=124416+(H*24|0)|0;C=124416+(H*24|0)+8|0;C=gx(c[E>>2]&y|0,c[E+4>>2]&G|0,c[C>>2]|0,c[C+4>>2]|0)|0;C=jx(C|0,z|0,52)|0;C=D+(C<<3)|0;D=a+288|0;E=a+296|0;B=c[E>>2]|0;E=c[E+4>>2]|0;A=A|(B|c[D>>2])&c[C>>2];C=I|(E|c[D+4>>2])&c[C+4>>2];D=c[125952+(H*24|0)+16>>2]|0;I=125952+(H*24|0)|0;F=125952+(H*24|0)+8|0;F=gx(c[I>>2]&y|0,c[I+4>>2]&G|0,c[F>>2]|0,c[F+4>>2]|0)|0;F=jx(F|0,z|0,55)|0;F=D+(F<<3)|0;D=a+280|0;H=122368+(H<<3)|0;G=a+304|0;I=a+320+((m^1)<<3)|0;I=((A|(c[D>>2]|B)&c[F>>2]|c[G>>2]&c[H>>2])&c[I>>2]|0)==0?((C|(c[D+4>>2]|E)&c[F+4>>2]|c[G+4>>2]&c[H+4>>2])&c[I+4>>2]|0)==0:0;return I|0}I=(c[a+5352>>2]|0)+336+(m<<3)|0;H=45760+(B<<3)|0;if((c[H>>2]&c[I>>2]|0)==0?(c[H+4>>2]&c[I+4>>2]|0)==0:0){I=1;return I|0}e=b&63;d=m<<3|6;if((l|0)==1?(c[a+336+(d<<2)>>2]|0)==0:0)d=64;else d=c[a+400+(d<<8)>>2]|0;I=79360+(B<<9)+(e<<3)|0;H=45760+(d<<3)|0;I=c[H>>2]&c[I>>2]|0?1:(c[H+4>>2]&c[I+4>>2]|0)!=0;return I|0}function Me(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;d=b&49152;q=(d|0)==32768;if(q)s=(b&12288|0)==4096?64:b>>>6&63;else s=b>>>6&63;r=b&63;t=c[a+5360>>2]|0;a:do switch(t|0){case 3:{if((b&61440|0)==36864){a=(c[a+5352>>2]|0)+368+((b>>>6&7)<<3)|0;t=45760+(r<<3)|0;a=c[t>>2]&c[a>>2]|0?1:(c[t+4>>2]&c[a+4>>2]|0)!=0;return a|0}break}case 4:{if(!(c[a+336+((c[a+5340>>2]<<3^14)<<2)>>2]|0)){a=0;return a|0}break}case 2:{m=c[a+5340>>2]|0;e=m<<3;n=c[a+400+((e^14)<<8)>>2]|0;l=122368+(n<<3)|0;k=c[l>>2]|0;l=c[l+4>>2]|0;if((d|0)==49152){o=45760+(c[a+400+((e|6)<<8)>>2]<<3)|0;if((c[o>>2]&k|0)==0?(c[o+4>>2]&l|0)==0:0)break a;if((n>>3|0)==(m*7|0))break a;t=45760+((m*56|((r|0)>(s|0)?6:2))<<3)|0;if(!((c[t>>2]&k|0)==0?(c[t+4>>2]&l|0)==0:0)){a=0;return a|0}t=a+256|0;g=c[t>>2]|0;t=c[t+4>>2]|0;o=123904+(n<<3)|0;j=a+320|0;q=a+264|0;i=c[q>>2]|0;q=c[q+4>>2]|0;f=123392+(n<<3)|0;b=a+328|0;h=120320+(n<<3)|0;p=a+272|0;i=c[f>>2]&i&c[b>>2]|c[j>>2]&c[o>>2]&i|c[p>>2]&c[h>>2];h=c[f+4>>2]&q&c[b+4>>2]|c[j+4>>2]&c[o+4>>2]&q|c[p+4>>2]&c[h+4>>2];p=c[124416+(n*24|0)+16>>2]|0;q=124416+(n*24|0)|0;o=124416+(n*24|0)+8|0;o=gx(c[q>>2]&g|0,c[q+4>>2]&t|0,c[o>>2]|0,c[o+4>>2]|0)|0;o=jx(o|0,z|0,52)|0;o=p+(o<<3)|0;p=a+288|0;q=a+296|0;j=c[q>>2]|0;q=c[q+4>>2]|0;i=i|(j|c[p>>2])&c[o>>2];o=h|(q|c[p+4>>2])&c[o+4>>2];p=c[125952+(n*24|0)+16>>2]|0;h=125952+(n*24|0)|0;b=125952+(n*24|0)+8|0;b=gx(c[h>>2]&g|0,c[h+4>>2]&t|0,c[b>>2]|0,c[b+4>>2]|0)|0;b=jx(b|0,z|0,55)|0;b=p+(b<<3)|0;p=a+280|0;t=a+304|0;n=a+320+(m<<3)|0;s=45760+(s<<3)|0;a=45760+(r<<3)|0;a=(c[s>>2]^c[n>>2]^c[a>>2])&(i|(c[p>>2]|j)&c[b>>2]|c[t>>2]&k)|0?1:((c[s+4>>2]^c[n+4>>2]^c[a+4>>2])&(o|(c[p+4>>2]|q)&c[b+4>>2]|c[t+4>>2]&l)|0)!=0;return a|0}f=(c[a+(s<<2)>>2]&7|0)==6;if(f)e=r;else e=c[a+400+((e|6)<<8)>>2]|0;o=45760+(e<<3)|0;if(!((c[o>>2]&k|0)==0?(c[o+4>>2]&l|0)==0:0)){a=0;return a|0}if(f?(h=a+320+(m<<3)|0,g=c[h>>2]|0,h=c[h+4>>2]|0,j=a+304|0,i=c[j>>2]|0,j=c[j+4>>2]|0,!((g&k&i|0)==0&(h&l&j|0)==0)):0){p=a+256|0;t=45760+(s<<3)|0;q=c[t>>2]|0;t=c[t+4>>2]|0;f=45760+(r<<3)|0;d=q^c[p>>2]^c[f>>2];f=t^c[p+4>>2]^c[f+4>>2];r=123904+(n<<3)|0;p=a+320|0;b=a+264|0;o=c[b>>2]|0;b=c[b+4>>2]|0;u=123392+(n<<3)|0;s=a+328|0;e=120320+(n<<3)|0;m=a+272|0;o=c[u>>2]&o&c[s>>2]|c[p>>2]&c[r>>2]&o|c[m>>2]&c[e>>2];e=c[u+4>>2]&b&c[s+4>>2]|c[p+4>>2]&c[r+4>>2]&b|c[m+4>>2]&c[e+4>>2];m=c[124416+(n*24|0)+16>>2]|0;b=124416+(n*24|0)|0;r=124416+(n*24|0)+8|0;r=gx(c[b>>2]&d|0,c[b+4>>2]&f|0,c[r>>2]|0,c[r+4>>2]|0)|0;r=jx(r|0,z|0,52)|0;r=m+(r<<3)|0;m=a+288|0;b=a+296|0;p=c[b>>2]|0;b=c[b+4>>2]|0;o=o|(p|c[m>>2])&c[r>>2];r=e|(b|c[m+4>>2])&c[r+4>>2];m=c[125952+(n*24|0)+16>>2]|0;e=125952+(n*24|0)|0;s=125952+(n*24|0)+8|0;s=gx(c[e>>2]&d|0,c[e+4>>2]&f|0,c[s>>2]|0,c[s+4>>2]|0)|0;s=jx(s|0,z|0,55)|0;s=m+(s<<3)|0;a=a+280|0;a=(o|(c[a>>2]|p)&c[s>>2]|k&i)&(g^q)|0?1:((r|(c[a+4>>2]|b)&c[s+4>>2]|l&j)&(h^t)|0)!=0;return a|0}b:do if(!(c[a+(r<<2)>>2]|0)){if(!q)break a;e=b&12288;if(e<<16>>16<8192)switch(e<<16>>16){case 4096:break a;default:break b}else switch(e<<16>>16){case 8192:break a;default:break b}}while(0);d=45760+(r<<3)|0;e=c[d>>2]|0;d=c[d+4>>2]|0;if(!((e&k|0)==0&(d&l|0)==0)){u=0;return u|0}j=122368+(r<<3)|0;h=a+256|0;g=c[h>>2]|0;h=c[h+4>>2]|0;u=a+264|0;i=(c[u>>2]^g)&c[j>>2];j=(c[u+4>>2]^h)&c[j+4>>2];c:do if(q){f=b&12288;if(f<<16>>16<8192)switch(f<<16>>16){case 4096:break c;default:{}}else switch(f<<16>>16){case 8192:break c;default:{}}d=45760+((s&-8|b&7)<<3)|0;e=c[d>>2]|0;d=c[d+4>>2]|0}while(0);l=e|i;r=d|j;q=45760+(s<<3)|0;k=c[q>>2]|0;q=c[q+4>>2]|0;i=(k|l)^g;b=(q|r)^h;j=124416+(n*24|0)|0;u=124416+(n*24|0)+8|0;u=(c[124416+(n*24|0)+16>>2]|0)+((jx(gx(c[j>>2]&i|0,c[j+4>>2]&b|0,c[u>>2]|0,c[u+4>>2]|0)|0,z|0,52)|0)<<3)|0;j=a+288|0;s=a+296|0;o=c[s>>2]|0;s=c[s+4>>2]|0;p=(o|c[j>>2])&c[u>>2];u=(s|c[j+4>>2])&c[u+4>>2];j=125952+(n*24|0)|0;t=125952+(n*24|0)+8|0;t=(c[125952+(n*24|0)+16>>2]|0)+((jx(gx(c[j>>2]&i|0,c[j+4>>2]&b|0,c[t>>2]|0,c[t+4>>2]|0)|0,z|0,55)|0)<<3)|0;b=a+280|0;a=a+320+(m<<3)|0;u=(c[a>>2]^k)&~l&((c[b>>2]|o)&c[t>>2]|p)|0?1:((c[a+4>>2]^q)&~r&((c[b+4>>2]|s)&c[t+4>>2]|u)|0)!=0;return u|0}case 1:{u=0;return u|0}default:{}}while(0);e=c[a+5352>>2]|0;u=e+368+((c[a+(s<<2)>>2]&7)<<3)|0;m=45760+(r<<3)|0;k=c[m>>2]|0;m=c[m+4>>2]|0;if(!((k&c[u>>2]|0)==0?(m&c[u+4>>2]|0)==0:0)){u=1;return u|0}i=c[a+5340>>2]|0;f=i^1;u=e+336+(f<<3)|0;o=45760+(s<<3)|0;l=c[o>>2]|0;o=c[o+4>>2]|0;if(!((l&c[u>>2]|0)==0?(o&c[u+4>>2]|0)==0:0)){e=f<<3|6;if((t|0)==1?(c[a+336+(e<<2)>>2]|0)==0:0)e=64;else e=c[a+400+(e<<8)>>2]|0;u=79360+(s<<9)+(r<<3)|0;n=45760+(e<<3)|0;if((c[n>>2]&c[u>>2]|0)==0?(c[n+4>>2]&c[u+4>>2]|0)==0:0){u=1;return u|0}}d:do if(q){e=b&12288;if(e<<16>>16<8192)switch(e<<16>>16){case 4096:{d=4096;break d}default:{p=36;break d}}switch(e<<16>>16){case 8192:break;default:{p=36;break d}}d=16384}else p=36;while(0);switch((d>>>14|d<<18)&2147483647|0){case 3:{f=(r|0)>(s|0);h=i*56|0;e=h|(f?6:2);f=h|(f?5:3);h=121344+(f<<3)|0;g=c[h>>2]|0;h=c[h+4>>2]|0;j=(t|0)==1;i=i<<3^14;if(j?(c[a+336+(i<<2)>>2]|0)==0:0)d=64;else d=c[a+400+(i<<8)>>2]|0;u=45760+(d<<3)|0;if((c[u>>2]&g|0)==0?(c[u+4>>2]&h|0)==0:0){u=0;return u|0}u=a+256|0;t=45760+(f<<3)|0;e=45760+(e<<3)|0;b=c[124416+(f*24|0)+16>>2]|0;s=124416+(f*24|0)|0;f=124416+(f*24|0)+8|0;f=b+((jx(gx(c[s>>2]&(c[t>>2]|l^c[u>>2]^k|c[e>>2])|0,c[s+4>>2]&(c[t+4>>2]|o^c[u+4>>2]^m|c[e+4>>2])|0,c[f>>2]|0,c[f+4>>2]|0)|0,z|0,52)|0)<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(j?(c[a+336+(i<<2)>>2]|0)==0:0)d=64;else d=c[a+400+(i<<8)>>2]|0;u=45760+(d<<3)|0;u=c[u>>2]&e|0?1:(c[u+4>>2]&f|0)!=0;return u|0}case 1:{f=(b&61440|0)==40960?6:(b>>>12&3)+2|0;d=a+256|0;e=l^c[d>>2];d=o^c[d+4>>2];switch(f&7){case 3:{u=125952+(r*24|0)|0;f=125952+(r*24|0)+8|0;f=(c[125952+(r*24|0)+16>>2]|0)+((jx(gx(c[u>>2]&e|0,c[u+4>>2]&d|0,c[f>>2]|0,c[f+4>>2]|0)|0,z|0,55)|0)<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0;break}case 4:{u=124416+(r*24|0)|0;f=124416+(r*24|0)+8|0;f=(c[124416+(r*24|0)+16>>2]|0)+((jx(gx(c[u>>2]&e|0,c[u+4>>2]&d|0,c[f>>2]|0,c[f+4>>2]|0)|0,z|0,52)|0)<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0;break}case 5:{s=125952+(r*24|0)|0;f=125952+(r*24|0)+8|0;f=(c[125952+(r*24|0)+16>>2]|0)+((jx(gx(c[s>>2]&e|0,c[s+4>>2]&d|0,c[f>>2]|0,c[f+4>>2]|0)|0,z|0,55)|0)<<3)|0;s=c[f>>2]|0;f=c[f+4>>2]|0;b=124416+(r*24|0)|0;u=124416+(r*24|0)+8|0;u=(c[124416+(r*24|0)+16>>2]|0)+((jx(gx(c[b>>2]&e|0,c[b+4>>2]&d|0,c[u>>2]|0,c[u+4>>2]|0)|0,z|0,52)|0)<<3)|0;e=c[u>>2]|s;f=c[u+4>>2]|f;break}default:{f=119296+(f<<9)+(r<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0}}d=i<<3^14;if((t|0)==1?(c[a+336+(d<<2)>>2]|0)==0:0)d=64;else d=c[a+400+(d<<8)>>2]|0;u=45760+(d<<3)|0;u=c[u>>2]&e|0?1:(c[u+4>>2]&f|0)!=0;return u|0}case 2:{r=a+256|0;u=45760+((s&-8|b&7)<<3)|0;n=k|l^c[r>>2]^c[u>>2];m=m|o^c[r+4>>2]^c[u+4>>2];k=(t|0)==1;l=i<<3^14;if(k?(c[a+336+(l<<2)>>2]|0)==0:0)d=64;else d=c[a+400+(l<<8)>>2]|0;j=c[124416+(d*24|0)+16>>2]|0;e=124416+(d*24|0)|0;u=124416+(d*24|0)+8|0;u=j+((jx(gx(c[e>>2]&n|0,c[e+4>>2]&m|0,c[u>>2]|0,c[u+4>>2]|0)|0,z|0,52)|0)<<3)|0;e=a+320+(i<<3)|0;j=c[e>>2]|0;e=c[e+4>>2]|0;g=a+296|0;f=c[g>>2]|0;g=c[g+4>>2]|0;i=a+288|0;h=j&c[u>>2]&(c[i>>2]|f);i=e&c[u+4>>2]&(c[i+4>>2]|g);if(k?(c[a+336+(l<<2)>>2]|0)==0:0)d=64;else d=c[a+400+(l<<8)>>2]|0;s=c[125952+(d*24|0)+16>>2]|0;u=125952+(d*24|0)|0;t=125952+(d*24|0)+8|0;t=s+((jx(gx(c[u>>2]&n|0,c[u+4>>2]&m|0,c[t>>2]|0,c[t+4>>2]|0)|0,z|0,55)|0)<<3)|0;u=a+280|0;u=j&c[t>>2]&(c[u>>2]|f)|h|0?1:(e&c[t+4>>2]&(c[u+4>>2]|g)|i|0)!=0;return u|0}default:{u=0;return u|0}}return 0}function Ne(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0;y=l;l=l+4112|0;d=y;q=a+5360|0;s=b&61440;r=(s|0)==36864;if(r&(c[q>>2]|0)!=3){a=0;l=y;return a|0}x=c[a+5340>>2]|0;p=b&49152;t=(p|0)==32768;if(t){w=b>>>6;e=w;w=(b&12288|0)==4096?64:w&63}else{w=b>>>6;e=w;w=w&63}v=b&63;if(r)u=e&15;else u=c[a+((e&63)<<2)>>2]|0;if(qc(a)|0){a=0;l=y;return a|0}n=c[q>>2]|0;a:do switch(n|0){case 2:{if(!((u|0)!=0&(u>>3|0)==(x|0))){a=0;l=y;return a|0}b:do if((p|0)==49152?1:(c[a+(v<<2)>>2]|0)==0){if(!t){e=34;break a}e=b&12288;if(e<<16>>16<8192)switch(e<<16>>16){case 4096:{e=33;break a}default:break b}else switch(e<<16>>16){case 8192:{e=33;break a}default:break b}}while(0);g=u&7;if((g|0)==6){a=0;l=y;return a|0}m=c[a+400+((x<<3|6)<<8)>>2]|0;k=a+320+(x<<3)|0;f=45760+(v<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if(!((e&c[k>>2]|0)==0?(f&c[k+4>>2]|0)==0:0)){a=0;l=y;return a|0}k=122368+(m<<3)|0;if(!((c[k>>2]&e|0)==0?(c[k+4>>2]&f|0)==0:0)){a=0;l=y;return a|0}k=x^1;h=k<<3|6;j=122368+(c[a+400+(h<<8)>>2]<<3)|0;i=45760+(m<<3)|0;if((c[i>>2]&c[j>>2]|0)==0?(c[i+4>>2]&c[j+4>>2]|0)==0:0){if((g|0)==1?((w^b)&7|0)==0:0){a=0;l=y;return a|0}c:do if(t){e=b&12288;if(e<<16>>16<8192)switch(e<<16>>16){case 4096:{f=v;break c}default:{}}else switch(e<<16>>16){case 8192:{f=v;break c}default:{}}f=w&-8|b&7}else f=v;while(0);g=122368+(v<<3)|0;e=c[g>>2]|0;g=c[g+4>>2]|0;j=45760+(c[a+400+(h<<8)>>2]<<3)|0;if((c[j>>2]&e|0)==0?(c[j+4>>2]&g|0)==0:0){i=a+256|0;j=c[i>>2]|0;i=c[i+4>>2]|0;A=a+264|0;f=45760+(f<<3)|0;h=45760+(w<<3)|0;j=((c[A>>2]^j)&e|c[f>>2]|c[h>>2])^j;i=((c[A+4>>2]^i)&g|c[f+4>>2]|c[h+4>>2])^i;h=(c[a+5352>>2]|0)+56|0;if(!((j&c[h>>2]|0)==0?(i&c[h+4>>2]|0)==0:0)){A=0;l=y;return A|0}f=c[124416+(m*24|0)+16>>2]|0;e=124416+(m*24|0)|0;B=124416+(m*24|0)+8|0;B=gx(c[e>>2]&j|0,c[e+4>>2]&i|0,c[B>>2]|0,c[B+4>>2]|0)|0;B=jx(B|0,z|0,52)|0;B=f+(B<<3)|0;f=a+320+(k<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0;h=a+296|0;g=c[h>>2]|0;h=c[h+4>>2]|0;A=a+288|0;if(!((c[B>>2]&j&e&(c[A>>2]|g)|0)==0?(c[B+4>>2]&i&f&(c[A+4>>2]|h)|0)==0:0)){B=0;l=y;return B|0}B=c[125952+(m*24|0)+16>>2]|0;k=125952+(m*24|0)|0;A=125952+(m*24|0)+8|0;A=gx(c[k>>2]&j|0,c[k+4>>2]&i|0,c[A>>2]|0,c[A+4>>2]|0)|0;A=jx(A|0,z|0,55)|0;A=B+(A<<3)|0;B=a+280|0;if(!((e&j&c[A>>2]&(c[B>>2]|g)|0)==0?(f&i&c[A+4>>2]&(c[B+4>>2]|h)|0)==0:0)){B=0;l=y;return B|0}}if((n|0)==1)e=28;else e=32}else e=32;break}case 1:{e=28;break}default:e=32}while(0);d:do if((e|0)==28)if((p|0)==49152?1:(c[a+(v<<2)>>2]|0)==0){e:do if(t){e=b&12288;f=e&16383;if(f<<16>>16<8192)switch(f<<16>>16){case 4096:break e;default:{o=e;e=35;break d}}else switch(f<<16>>16){case 8192:break e;default:{o=e;e=35;break d}}}while(0);if(Ad(a)|0){B=0;l=y;return B|0}else e=32}else e=32;while(0);if((e|0)==32)if(t)e=33;else e=34;if((e|0)==33){o=b&12288;e=35}else if((e|0)==34?p|0:0)e=36;if((e|0)==35?(o|0)!=4096:0)e=36;if((e|0)==36){e=de(a,d)|0;c[d+4096>>2]=e;f:do if((d|0)!=(e|0))while(1){if((c[d>>2]|0)==(b|0))break f;d=d+8|0;if((d|0)==(e|0)){d=e;break}}while(0);B=(d|0)!=(e|0);l=y;return B|0}j=c[q>>2]|0;d=r&(j|0)==3;if(d){if(!((u|0)!=0&(u>>3|0)==(x|0))){B=0;l=y;return B|0}if(!(c[a+4496+(x<<5)+((u&7)<<2)>>2]|0)){B=0;l=y;return B|0}if(c[a+(v<<2)>>2]|0){B=0;l=y;return B|0}}else if(!((u>>3|0)==(x|0)&(((s|0)==40960|(b&12288|0)!=0|(u|0)==0)^1))){B=0;l=y;return B|0}B=a+320+(x<<3)|0;i=45760+(v<<3)|0;h=c[i>>2]|0;i=c[i+4>>2]|0;if(!((h&c[B>>2]|0)==0?(i&c[B+4>>2]|0)==0:0)){B=0;l=y;return B|0}g:do if(!d){d=u&7;do if((d|0)==1){d=x*7|0;if((v>>>3|0)==(d^7|0)){B=0;l=y;return B|0}B=123392+(x<<9)+(w<<3)|0;A=a+320+((x^1)<<3)|0;if((c[A>>2]&c[B>>2]&h|0)==0?(c[A+4>>2]&c[B+4>>2]&i|0)==0:0){e=(x|0)==0?8:-8;if((w+e|0)==(v|0)?(c[a+(v<<2)>>2]|0)==0:0)break;if((w+(e<<1)|0)!=(v|0)){B=0;l=y;return B|0}if((w>>3|0)!=(d^1|0)){B=0;l=y;return B|0}if(c[a+(v<<2)>>2]|0){B=0;l=y;return B|0}if(c[a+(v-e<<2)>>2]|0){B=0;l=y;return B|0}}}else{f=a+256|0;e=c[f>>2]|0;f=c[f+4>>2]|0;switch(u&7){case 3:{A=c[125952+(w*24|0)+16>>2]|0;B=125952+(w*24|0)|0;d=125952+(w*24|0)+8|0;e=A+((jx(gx(c[B>>2]&e|0,c[B+4>>2]&f|0,c[d>>2]|0,c[d+4>>2]|0)|0,z|0,55)|0)<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;break}case 4:{A=c[124416+(w*24|0)+16>>2]|0;B=124416+(w*24|0)|0;d=124416+(w*24|0)+8|0;e=A+((jx(gx(c[B>>2]&e|0,c[B+4>>2]&f|0,c[d>>2]|0,c[d+4>>2]|0)|0,z|0,52)|0)<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;break}case 5:{r=c[125952+(w*24|0)+16>>2]|0;d=125952+(w*24|0)|0;B=125952+(w*24|0)+8|0;B=r+((jx(gx(c[d>>2]&e|0,c[d+4>>2]&f|0,c[B>>2]|0,c[B+4>>2]|0)|0,z|0,55)|0)<<3)|0;d=c[B>>2]|0;B=c[B+4>>2]|0;r=c[124416+(w*24|0)+16>>2]|0;s=124416+(w*24|0)|0;A=124416+(w*24|0)+8|0;e=r+((jx(gx(c[s>>2]&e|0,c[s+4>>2]&f|0,c[A>>2]|0,c[A+4>>2]|0)|0,z|0,52)|0)<<3)|0;d=c[e>>2]|d;e=c[e+4>>2]|B;break}default:{e=119296+(d<<9)+(w<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0}}if((h&d|0)==0&(i&e|0)==0){B=0;l=y;return B|0}}while(0);if((j|0)==2){d=x<<3;f=122368+(c[a+400+((d^14)<<8)>>2]<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0;if((u&7|0)==6)d=v;else d=c[a+400+((d|6)<<8)>>2]|0;B=45760+(d<<3)|0;if(!((c[B>>2]&e|0)==0?(c[B+4>>2]&f|0)==0:0)){B=1;l=y;return B|0}h:do if(!(c[a+(v<<2)>>2]|0)){if(!t)break g;d=b&12288;if(d<<16>>16<8192)switch(d<<16>>16){case 4096:break g;default:break h}else switch(d<<16>>16){case 8192:break g;default:break h}}while(0);if(!((h&e|0)==0&(i&f|0)==0)){B=1;l=y;return B|0}}}while(0);g=(c[a+5352>>2]|0)+56|0;f=c[g>>2]|0;g=c[g+4>>2]|0;do if(!((f|0)==0&(g|0)==0)){if((u&7|0)==6){A=a+256|0;s=45760+(w<<3)|0;B=c[s>>2]^c[A>>2];A=c[s+4>>2]^c[A+4>>2];s=123904+(v<<3)|0;r=a+320|0;u=a+264|0;q=c[u>>2]|0;u=c[u+4>>2]|0;p=123392+(v<<3)|0;b=a+328|0;w=120320+(v<<3)|0;t=a+272|0;q=c[p>>2]&q&c[b>>2]|c[r>>2]&c[s>>2]&q|c[t>>2]&c[w>>2];w=c[p+4>>2]&u&c[b+4>>2]|c[r+4>>2]&c[s+4>>2]&u|c[t+4>>2]&c[w+4>>2];t=c[124416+(v*24|0)+16>>2]|0;u=124416+(v*24|0)|0;s=124416+(v*24|0)+8|0;s=gx(c[u>>2]&B|0,c[u+4>>2]&A|0,c[s>>2]|0,c[s+4>>2]|0)|0;s=jx(s|0,z|0,52)|0;s=t+(s<<3)|0;t=a+288|0;u=a+296|0;r=c[u>>2]|0;u=c[u+4>>2]|0;q=q|(r|c[t>>2])&c[s>>2];s=w|(u|c[t+4>>2])&c[s+4>>2];t=c[125952+(v*24|0)+16>>2]|0;w=125952+(v*24|0)|0;b=125952+(v*24|0)+8|0;b=gx(c[w>>2]&B|0,c[w+4>>2]&A|0,c[b>>2]|0,c[b+4>>2]|0)|0;b=jx(b|0,z|0,55)|0;b=t+(b<<3)|0;t=a+280|0;A=122368+(v<<3)|0;w=a+304|0;B=a+320+((x^1)<<3)|0;if(((q|(c[t>>2]|r)&c[b>>2]|c[w>>2]&c[A>>2])&c[B>>2]|0)==0?((s|(c[t+4>>2]|u)&c[b+4>>2]|c[w+4>>2]&c[A+4>>2])&c[B+4>>2]|0)==0:0)break;else d=0;l=y;return d|0}B=ax(f|0,g|0,-1,-1)|0;if(!((B&f|0)==0&(z&g|0)==0)){B=0;l=y;return B|0}e=Sa(f|0,g|0,0)|0;d=x<<3|6;if((j|0)==1?(c[a+336+(d<<2)>>2]|0)==0:0)d=64;else d=c[a+400+(d<<8)>>2]|0;B=46592+(e<<9)+(d<<3)|0;if((h&(f|c[B>>2])|0)==0?(i&(g|c[B+4>>2])|0)==0:0){B=0;l=y;return B|0}}while(0);B=1;l=y;return B|0}function Oe(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0;J=l;l=l+16|0;I=J+8|0;k=J+4|0;m=J;oa((c[b+5348>>2]|0)+160|0,1,0,0)|0;D=b+5352|0;h=c[D>>2]|0;q=h+48|0;g=846064;p=c[g>>2]^c[q>>2];q=c[g+4>>2]^c[q+4>>2];g=e;i=g+48|0;do{c[g>>2]=c[h>>2];g=g+4|0;h=h+4|0}while((g|0)<(i|0));c[e+328>>2]=c[D>>2];c[D>>2]=e;H=b+5336|0;c[H>>2]=(c[H>>2]|0)+1;H=e+28|0;c[H>>2]=(c[H>>2]|0)+1;H=e+32|0;c[H>>2]=(c[H>>2]|0)+1;H=b+5340|0;F=c[H>>2]|0;E=F^1;y=d&49152;A=(y|0)==32768;if(A)G=(d&12288|0)==4096?64:d>>>6&63;else G=d>>>6&63;w=d&63;c[I>>2]=w;C=b+5360|0;i=c[C>>2]|0;o=(i|0)==3;do if(o){if(!A){j=c[b+(G<<2)>>2]|0;B=15;break}g=d&12288;if((g|0)==4096){g=4096;h=d>>>6&15;B=12;break}else{h=c[b+(G<<2)>>2]|0;B=12;break}}else{h=c[b+(G<<2)>>2]|0;if(A){g=d&12288;B=12}else{j=h;B=15}}while(0);do if((B|0)==12){g=g&16383;if(g<<16>>16<8192)switch(g<<16>>16){case 4096:{B=14;break}default:B=13}else switch(g<<16>>16){case 8192:{B=14;break}default:B=13}if((B|0)==13){k=E<<3|1;j=h;B=18;break}else if((B|0)==14){g=c[b+(w<<2)>>2]|0;j=h;B=17;break}}else if((B|0)==15){g=c[b+(w<<2)>>2]|0;if((y|0)==49152){Pe(b,F,G,I,k,m);o=837680+(g<<9)+(c[k>>2]<<3)|0;h=837680+(g<<9)+(c[m>>2]<<3)|0;k=0;g=c[o>>2]^p^c[h>>2];h=c[o+4>>2]^q^c[h+4>>2];o=0;i=c[C>>2]|0;B=46}else B=17}while(0);if((B|0)==17)if(!g){k=0;g=p;h=q;o=0;B=46}else{k=g;B=18}if((B|0)==18){i=k&7;if((i|0)!=1){g=17416+(k<<2)|0;s=e+16+(E<<2)|0;c[s>>2]=(c[s>>2]|0)-(c[g>>2]|0);if(o?(s=b+4560|0,r=45760+(w<<3)|0,(c[r>>2]&c[s>>2]|0)==0?(c[r+4>>2]&c[s+4>>2]|0)==0:0):0){h=e+16+(F<<2)|0;c[h>>2]=(c[h>>2]|0)+(c[g>>2]|0);h=w}else h=w}else{a:do if(A){g=d&12288;if(g<<16>>16<8192)switch(g<<16>>16){case 4096:{h=w;g=e;break a}default:{}}else switch(g<<16>>16){case 8192:{h=w;g=e;break a}default:{}}h=w-((F|0)==0?8:-8)|0;c[b+(h<<2)>>2]=0;g=c[D>>2]|0}else{h=w;g=e}while(0);e=837680+(k<<9)+(h<<3)|0;o=g;r=c[o+4>>2]^c[e+4>>2];s=g;c[s>>2]=c[o>>2]^c[e>>2];c[s+4>>2]=r}s=b+256|0;o=45760+(h<<3)|0;e=o;r=s;m=c[r+4>>2]^c[e+4>>2];g=s;c[g>>2]=c[r>>2]^c[e>>2];c[g+4>>2]=m;g=b+256+(i<<3)|0;m=o;e=g;r=c[e+4>>2]^c[m+4>>2];c[g>>2]=c[e>>2]^c[m>>2];c[g+4>>2]=r;g=k>>3;r=b+320+(g<<3)|0;m=r;e=c[m+4>>2]^c[o+4>>2];c[r>>2]=c[m>>2]^c[o>>2];c[r+4>>2]=e;if((c[C>>2]|0)==2)c[b+(h<<2)>>2]=0;o=b+336+(k<<2)|0;r=(c[o>>2]|0)+-1|0;c[o>>2]=r;r=c[b+400+(k<<8)+(r<<2)>>2]|0;m=c[b+4568+(h<<2)>>2]|0;c[b+4568+(r<<2)>>2]=m;c[b+400+(k<<8)+(m<<2)>>2]=r;c[b+400+(k<<8)+(c[o>>2]<<2)>>2]=64;g=g<<3;m=b+336+(g<<2)|0;c[m>>2]=(c[m>>2]|0)+-1;m=c[C>>2]|0;r=b+5344|0;c[r>>2]=(c[r>>2]|0)-(c[997536+(m*4160|0)+(k*260|0)+(h<<2)>>2]|0);if((m|0)==3){L=b+4560|0;K=L;M=45760+(w<<3)|0;e=c[M>>2]|0;M=c[M+4>>2]|0;N=e&c[K>>2];K=M&c[K+4>>2];a[(c[D>>2]|0)+324>>0]=((N|0)!=0|(K|0)!=0)&1;K=(N|0)==0&(K|0)==0?k:g|1;g=K^8;N=g>>3;K=K&7;i=b+4496+(N<<5)+(K<<2)|0;c[i>>2]=(c[i>>2]|0)+1;m=b+4496+(N<<5)|0;c[m>>2]=(c[m>>2]|0)+1;m=c[C>>2]|0;c[r>>2]=(c[r>>2]|0)+(c[997536+(m*4160|0)+((N<<3|K)*260|0)+256>>2]|0);i=c[i>>2]|0;K=846144+(g*136|0)+(i+-1<<3)|0;i=846144+(g*136|0)+(i<<3)|0;g=c[K>>2]^p^c[i>>2];i=c[K+4>>2]^q^c[i+4>>2];K=L;p=c[K+4>>2]&~M;q=L;c[q>>2]=c[K>>2]&~e;c[q+4>>2]=p}else{g=p;i=q}h=837680+(k<<9)+(h<<3)|0;g=c[h>>2]^g;h=c[h+4>>2]^i;L=837680+(k<<9)+(c[o>>2]<<3)|0;i=c[D>>2]|0;N=i+8|0;K=N;M=c[K+4>>2]^c[L+4>>2];c[N>>2]=c[K>>2]^c[L>>2];c[N+4>>2]=M;b:do if((m|0)==2?(N=122368+(w<<3)|0,t=45760+(G<<3)|0,n=c[N>>2]&~c[t>>2],t=c[N+4>>2]&~c[t+4>>2],!((n|0)==0&(t|0)==0)):0){m=t;while(1){p=n;q=m;while(1){e=Sa(p|0,q|0,0)|0;m=ax(p|0,q|0,-1,-1)|0;p=m&p;q=z&q;m=b+(e<<2)|0;o=c[m>>2]|0;c[i+68+(e<<2)>>2]=o;if(o|0?(u=o&7,(u|0)!=1):0)break;if((p|0)==0&(q|0)==0)break b}n=o>>3;L=i+16+(n<<2)|0;c[L>>2]=(c[L>>2]|0)-(c[17416+(u<<2)>>2]|0);L=45760+(e<<3)|0;t=L;K=s;M=c[K+4>>2]^c[t+4>>2];N=s;c[N>>2]=c[K>>2]^c[t>>2];c[N+4>>2]=M;N=b+256+(u<<3)|0;M=L;t=N;K=c[t+4>>2]^c[M+4>>2];c[N>>2]=c[t>>2]^c[M>>2];c[N+4>>2]=K;N=b+320+(n<<3)|0;K=N;M=c[K+4>>2]^c[L+4>>2];c[N>>2]=c[K>>2]^c[L>>2];c[N+4>>2]=M;if((c[C>>2]|0)==2)c[m>>2]=0;N=b+336+(o<<2)|0;m=(c[N>>2]|0)+-1|0;c[N>>2]=m;m=c[b+400+(o<<8)+(m<<2)>>2]|0;i=c[b+4568+(e<<2)>>2]|0;c[b+4568+(m<<2)>>2]=i;c[b+400+(o<<8)+(i<<2)>>2]=m;c[b+400+(o<<8)+(c[N>>2]<<2)>>2]=64;i=b+336+(n<<3<<2)|0;c[i>>2]=(c[i>>2]|0)+-1;c[r>>2]=(c[r>>2]|0)-(c[997536+((c[C>>2]|0)*4160|0)+(o*260|0)+(e<<2)>>2]|0);i=837680+(o<<9)+(e<<3)|0;g=c[i>>2]^g;h=c[i+4>>2]^h;N=837680+(o<<9)+(c[N>>2]<<3)|0;i=c[D>>2]|0;m=i+8|0;M=m;n=c[M+4>>2]^c[N+4>>2];c[m>>2]=c[M>>2]^c[N>>2];c[m+4>>2]=n;m=i+24|0;n=c[m>>2]|0;if((n|0)!=0?(v=c[b+4824+(e<<2)>>2]|0,(v|0)!=0):0){N=845936+((v&n)<<3)|0;g=c[N>>2]^g;h=c[N+4>>2]^h;c[m>>2]=n&~v}if((p|0)==0&(q|0)==0)break;else{n=p;m=q}}}while(0);c[(c[D>>2]|0)+28>>2]=0;i=c[C>>2]|0;if((i|0)==2){m=837680+(j<<9)+(G<<3)|0;u=k;i=2;n=c[m>>2]|0;m=c[m+4>>2]|0;k=h;r=w;t=1;q=j}else{o=1;B=46}}do if((B|0)==46)if((d&61440|0)==36864&(i|0)==3){r=c[I>>2]|0;t=837680+(j<<9)+(r<<3)|0;m=c[b+4496+(j>>3<<5)+((j&7)<<2)>>2]|0;q=846144+(j*136|0)+(m+-1<<3)|0;m=846144+(j*136|0)+(m<<3)|0;u=k;i=3;n=c[q>>2]^c[t>>2]^c[m>>2];m=c[q+4>>2]^c[t+4>>2]^c[m+4>>2];k=h;t=o;q=j;break}else{m=837680+(j<<9)+(G<<3)|0;r=c[I>>2]|0;t=837680+(j<<9)+(r<<3)|0;u=k;n=c[t>>2]^c[m>>2];m=c[t+4>>2]^c[m+4>>2];k=h;t=o;q=j;break}while(0);h=n^g;g=m^k;n=c[D>>2]|0;j=n+44|0;k=c[j>>2]|0;if((k|0)!=64){N=845872+((k&7)<<3)|0;h=c[N>>2]^h;g=c[N+4>>2]^g;c[j>>2]=64}m=(i|0)==3;o=d&61440;s=(o|0)==36864;if(!(s&m)){j=n+24|0;k=c[j>>2]|0;if((k|0)!=0?(x=c[b+4824+(r<<2)>>2]|c[b+4824+(G<<2)>>2],(x|0)!=0):0){N=845936+((x&k)<<3)|0;h=c[N>>2]^h;g=c[N+4>>2]^g;c[j>>2]=k&~x}if(!((i|0)!=7|f^1)){M=n+36+(F<<2)|0;L=c[M>>2]|0;N=848320+(F<<5)+(L<<3)|0;h=c[N>>2]^h;N=c[N+4>>2]^g;g=L+1|0;c[M>>2]=g;g=848320+(F<<5)+(g<<3)|0;h=h^c[g>>2];g=N^c[g+4>>2]}if(t&(i|0)==2){j=b+(G<<2)|0;c[n+68+(G<<2)>>2]=c[j>>2];k=b+256|0;L=45760+(G<<3)|0;K=L;M=k;i=c[M+4>>2]^c[K+4>>2];c[k>>2]=c[M>>2]^c[K>>2];c[k+4>>2]=i;k=q&7;i=b+256+(k<<3)|0;K=L;M=i;N=c[M+4>>2]^c[K+4>>2];c[i>>2]=c[M>>2]^c[K>>2];c[i+4>>2]=N;i=q>>3;N=b+320+(i<<3)|0;K=N;M=c[K+4>>2]^c[L+4>>2];c[N>>2]=c[K>>2]^c[L>>2];c[N+4>>2]=M;if((c[C>>2]|0)==2)c[j>>2]=0;L=b+336+(q<<2)|0;N=(c[L>>2]|0)+-1|0;c[L>>2]=N;N=c[b+400+(q<<8)+(N<<2)>>2]|0;j=c[b+4568+(G<<2)>>2]|0;c[b+4568+(N<<2)>>2]=j;c[b+400+(q<<8)+(j<<2)>>2]=N;c[b+400+(q<<8)+(c[L>>2]<<2)>>2]=64;i=b+336+(i<<3<<2)|0;c[i>>2]=(c[i>>2]|0)+-1;i=c[C>>2]|0;j=b+5344|0;c[j>>2]=(c[j>>2]|0)-(c[997536+(i*4160|0)+(q*260|0)+(G<<2)>>2]|0);L=837680+(q<<9)+(c[L>>2]<<3)|0;j=c[D>>2]|0;N=j+8|0;K=N;M=c[K+4>>2]^c[L+4>>2];c[N>>2]=c[K>>2]^c[L>>2];c[N+4>>2]=M;if((k|0)!=1){N=j+16+(F<<2)|0;c[N>>2]=(c[N>>2]|0)-(c[17416+(k<<2)>>2]|0)}}else B=62}else B=62;c:do if((B|0)==62){do if(m){if(!A)if((y|0)==49152){i=3;break c}else break;if((d&12288|0)==4096){c[b+(r<<2)>>2]=q;K=b+256|0;N=45760+(r<<3)|0;B=N;M=K;i=c[M+4>>2]|c[B+4>>2];c[K>>2]=c[M>>2]|c[B>>2];c[K+4>>2]=i;K=q&7;i=b+256+(K<<3)|0;B=N;M=i;L=c[M+4>>2]|c[B+4>>2];c[i>>2]=c[M>>2]|c[B>>2];c[i+4>>2]=L;i=q>>3;L=b+320+(i<<3)|0;B=L;M=c[B+4>>2]|c[N+4>>2];c[L>>2]=c[B>>2]|c[N>>2];c[L+4>>2]=M;L=b+336+(q<<2)|0;M=c[L>>2]|0;c[L>>2]=M+1;c[b+4568+(r<<2)>>2]=M;c[b+400+(q<<8)+(M<<2)>>2]=r;M=i<<3;N=b+336+(M<<2)|0;c[N>>2]=(c[N>>2]|0)+1;N=b+5344|0;c[N>>2]=(c[N>>2]|0)+(c[997536+((c[C>>2]|0)*4160|0)+(q*260|0)+(r<<2)>>2]|0);B=b+4496+(i<<5)+(K<<2)|0;c[B>>2]=(c[B>>2]|0)+-1;i=b+4496+(i<<5)|0;c[i>>2]=(c[i>>2]|0)+-1;i=c[C>>2]|0;c[N>>2]=(c[N>>2]|0)-(c[997536+(i*4160|0)+((M|K)*260|0)+256>>2]|0);L=837680+(q<<9)+((c[L>>2]|0)+-1<<3)|0;N=(c[D>>2]|0)+8|0;K=N;M=c[K+4>>2]^c[L+4>>2];c[N>>2]=c[K>>2]^c[L>>2];c[N+4>>2]=M;break c}}else if((y|0)==49152)break c;while(0);N=45760+(G<<3)|0;i=45760+(r<<3)|0;M=c[i>>2]^c[N>>2];N=c[i+4>>2]^c[N+4>>2];i=b+256|0;L=i;K=c[L+4>>2]^N;c[i>>2]=c[L>>2]^M;c[i+4>>2]=K;i=b+256+((q&7)<<3)|0;K=i;L=c[K+4>>2]^N;c[i>>2]=c[K>>2]^M;c[i+4>>2]=L;i=b+320+(q>>3<<3)|0;L=i;N=c[L+4>>2]^N;c[i>>2]=c[L>>2]^M;c[i+4>>2]=N;c[b+(G<<2)>>2]=0;c[b+(r<<2)>>2]=q;i=c[b+4568+(G<<2)>>2]|0;c[b+4568+(r<<2)>>2]=i;c[b+400+(q<<8)+(i<<2)>>2]=r;i=c[C>>2]|0;N=b+5344|0;c[N>>2]=(c[997536+(i*4160|0)+(q*260|0)+(r<<2)>>2]|0)-(c[997536+(i*4160|0)+(q*260|0)+(G<<2)>>2]|0)+(c[N>>2]|0)}while(0);if((q&7|0)==1){if((i|0)==4?(G>>3|0)==(F*7|0):0)B=91;else B=73;do if((B|0)==73){do if((r^G|0)==16){if((i|0)==2?(N=122368+(r-((F|0)==0?8:-8)<<3)|0,M=45760+(c[b+400+((E<<3|6)<<8)>>2]<<3)|0,!((c[M>>2]&c[N>>2]|0)==0?(c[M+4>>2]&c[N+4>>2]|0)==0:0)):0){B=78;break}j=r-((F|0)==0?8:-8)|0;M=123392+(F<<9)+(j<<3)|0;L=b+320+(E<<3)|0;N=b+264|0;if(!((c[L>>2]&c[M>>2]&c[N>>2]|0)==0?(c[L+4>>2]&c[M+4>>2]&c[N+4>>2]|0)==0:0)){c[(c[D>>2]|0)+44>>2]=j;N=845872+((j&7)<<3)|0;h=c[N>>2]^h;g=c[N+4>>2]^g}else B=78}else B=78;while(0);do if((B|0)==78)if(t&(i|0)==2)i=2;else{if(A){if((d&12288|0)!=8192)break}else if((y|0)!=16384)break;i=(o|0)==40960?6:(d>>>12&3)+2|0;n=F<<3;o=n|i;j=b+256|0;e=45760+(r<<3)|0;L=e;m=j;M=c[m+4>>2]^c[L+4>>2];k=j;c[k>>2]=c[m>>2]^c[L>>2];c[k+4>>2]=M;k=b+264|0;M=e;L=k;m=c[L+4>>2]^c[M+4>>2];c[k>>2]=c[L>>2]^c[M>>2];c[k+4>>2]=m;k=q>>3;m=b+320+(k<<3)|0;M=e;L=m;N=c[L+4>>2]^c[M+4>>2];c[m>>2]=c[L>>2]^c[M>>2];c[m+4>>2]=N;m=b+(r<<2)|0;if((c[C>>2]|0)==2)c[m>>2]=0;p=b+336+(q<<2)|0;L=(c[p>>2]|0)+-1|0;c[p>>2]=L;L=c[b+400+(q<<8)+(L<<2)>>2]|0;M=b+4568+(r<<2)|0;N=c[M>>2]|0;c[b+4568+(L<<2)>>2]=N;c[b+400+(q<<8)+(N<<2)>>2]=L;c[b+400+(q<<8)+(c[p>>2]<<2)>>2]=64;N=b+336+(k<<3<<2)|0;c[N>>2]=(c[N>>2]|0)+-1;N=b+5344|0;c[N>>2]=(c[N>>2]|0)-(c[997536+((c[C>>2]|0)*4160|0)+(q*260|0)+(r<<2)>>2]|0);c[m>>2]=o;L=e;d=j;K=c[d+4>>2]|c[L+4>>2];c[j>>2]=c[d>>2]|c[L>>2];c[j+4>>2]=K;j=b+256+(i<<3)|0;K=e;i=j;L=c[i+4>>2]|c[K+4>>2];c[j>>2]=c[i>>2]|c[K>>2];c[j+4>>2]=L;j=b+320+(n>>3<<3)|0;L=e;K=j;i=c[K+4>>2]|c[L+4>>2];c[j>>2]=c[K>>2]|c[L>>2];c[j+4>>2]=i;j=b+336+(o<<2)|0;i=c[j>>2]|0;c[j>>2]=i+1;c[M>>2]=i;c[b+400+(o<<8)+(i<<2)>>2]=r;i=b+336+(n<<2)|0;c[i>>2]=(c[i>>2]|0)+1;i=c[C>>2]|0;c[N>>2]=(c[N>>2]|0)+(c[997536+(i*4160|0)+(o*260|0)+(r<<2)>>2]|0);if((i|0)==3){N=b+4560|0;L=N;K=e;M=c[K+4>>2]|c[L+4>>2];c[N>>2]=c[K>>2]|c[L>>2];c[N+4>>2]=M}A=837680+(q<<9)+(r<<3)|0;M=c[A>>2]|0;A=c[A+4>>2]|0;N=837680+(o<<9)+(r<<3)|0;h=M^h^c[N>>2];g=A^g^c[N+4>>2];N=c[D>>2]|0;K=N;A=c[K+4>>2]^A;d=N;c[d>>2]=c[K>>2]^M;c[d+4>>2]=A;d=837680+(o<<9)+((c[j>>2]|0)+-1<<3)|0;A=837680+(q<<9)+(c[p>>2]<<3)|0;M=N+8|0;K=M;L=c[A+4>>2]^c[d+4>>2]^c[K+4>>2];c[M>>2]=c[A>>2]^c[d>>2]^c[K>>2];c[M+4>>2]=L;N=N+16+(F<<2)|0;c[N>>2]=(c[N>>2]|0)+(c[17416+(o<<2)>>2]|0)}while(0);if(t&(i|0)==2){j=837680+((F<<3|1)<<9)+(G<<3)|0;i=c[j>>2]|0;j=c[j+4>>2]|0;break}if(s&(i|0)==3){j=837680+(q<<9)+(r<<3)|0;i=c[j>>2]|0;j=c[j+4>>2]|0}else B=91}while(0);if((B|0)==91){j=837680+(q<<9)+(G<<3)|0;N=837680+(q<<9)+(r<<3)|0;i=c[N>>2]^c[j>>2];j=c[N+4>>2]^c[j+4>>2]}m=c[D>>2]|0;M=m;N=c[M+4>>2]^j;c[m>>2]=c[M>>2]^i;c[m+4>>2]=N;m=c[D>>2]|0;c[m+28>>2]=0;i=c[C>>2]|0}else m=c[D>>2]|0;c[m+64>>2]=u;if(!(t|(i|0)!=3))a[m+324>>0]=0;N=m+48|0;c[N>>2]=h;c[N+4>>2]=g;if(f){g=E<<3|6;if((i|0)==1?(c[b+336+(g<<2)>>2]|0)==0:0)g=64;else g=c[b+400+(g<<8)>>2]|0;N=b+256|0;h=c[N>>2]|0;N=c[N+4>>2]|0;E=123904+(g<<3)|0;D=b+320|0;K=b+264|0;C=c[K>>2]|0;K=c[K+4>>2]|0;B=123392+(g<<3)|0;L=b+328|0;M=120320+(g<<3)|0;f=b+272|0;C=c[B>>2]&C&c[L>>2]|c[D>>2]&c[E>>2]&C|c[f>>2]&c[M>>2];M=c[B+4>>2]&K&c[L+4>>2]|c[D+4>>2]&c[E+4>>2]&K|c[f+4>>2]&c[M+4>>2];f=c[124416+(g*24|0)+16>>2]|0;K=124416+(g*24|0)|0;E=124416+(g*24|0)+8|0;E=gx(c[K>>2]&h|0,c[K+4>>2]&N|0,c[E>>2]|0,c[E+4>>2]|0)|0;E=jx(E|0,z|0,52)|0;E=f+(E<<3)|0;f=b+288|0;K=b+296|0;D=c[K>>2]|0;K=c[K+4>>2]|0;C=C|(D|c[f>>2])&c[E>>2];E=M|(K|c[f+4>>2])&c[E+4>>2];f=c[125952+(g*24|0)+16>>2]|0;M=125952+(g*24|0)|0;L=125952+(g*24|0)+8|0;L=gx(c[M>>2]&h|0,c[M+4>>2]&N|0,c[L>>2]|0,c[L+4>>2]|0)|0;L=jx(L|0,z|0,55)|0;L=f+(L<<3)|0;f=b+280|0;N=122368+(g<<3)|0;M=b+304|0;h=b+320+(F<<3)|0;g=(C|(c[f>>2]|D)&c[L>>2]|c[M>>2]&c[N>>2])&c[h>>2];h=(E|(c[f+4>>2]|K)&c[L+4>>2]|c[M+4>>2]&c[N+4>>2])&c[h+4>>2]}else{g=0;h=0}N=m+56|0;c[N>>2]=g;c[N+4>>2]=h;if(s&(i|0)==3){N=c[H>>2]|0;N=N^1;c[H>>2]=N;De(b,m);l=J;return}i=b+4560|0;k=i;j=c[k>>2]|0;k=c[k+4>>2]|0;h=45760+(G<<3)|0;g=c[h>>2]|0;h=c[h+4>>2]|0;if((g&j|0)==0&(h&k|0)==0){N=c[H>>2]|0;N=N^1;c[H>>2]=N;De(b,m);l=J;return}L=45760+(c[I>>2]<<3)|0;M=c[L+4>>2]|k&~h;N=i;c[N>>2]=c[L>>2]|j&~g;c[N+4>>2]=M;N=c[H>>2]|0;N=N^1;c[H>>2]=N;De(b,m);l=J;return}function Pe(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0;j=c[e>>2]|0;k=(j|0)>(d|0);c[f>>2]=j;j=b*56|0;c[g>>2]=(k?5:3)|j;c[e>>2]=(k?6:2)|j;b=b<<3;j=b|6;k=a+256|0;p=45760+(d<<3)|0;n=p;o=k;q=c[o+4>>2]^c[n+4>>2];l=k;c[l>>2]=c[o>>2]^c[n>>2];c[l+4>>2]=q;l=a+304|0;q=p;n=l;o=c[n+4>>2]^c[q+4>>2];m=l;c[m>>2]=c[n>>2]^c[q>>2];c[m+4>>2]=o;m=a+320+(b>>3<<3)|0;o=m;q=c[o+4>>2]^c[p+4>>2];n=m;c[n>>2]=c[o>>2]^c[p>>2];c[n+4>>2]=q;n=a+5360|0;if((c[n>>2]|0)==2)c[a+(d<<2)>>2]=0;o=a+336+(j<<2)|0;q=(c[o>>2]|0)+-1|0;c[o>>2]=q;q=c[a+400+(j<<8)+(q<<2)>>2]|0;p=c[a+4568+(d<<2)>>2]|0;c[a+4568+(q<<2)>>2]=p;c[a+400+(j<<8)+(p<<2)>>2]=q;c[a+400+(j<<8)+(c[o>>2]<<2)>>2]=64;p=a+336+(b<<2)|0;c[p>>2]=(c[p>>2]|0)+-1;q=a+5344|0;c[q>>2]=(c[q>>2]|0)-(c[997536+((c[n>>2]|0)*4160|0)+(j*260|0)+(d<<2)>>2]|0);h=b|4;i=c[f>>2]|0;t=45760+(i<<3)|0;v=t;s=k;r=c[s+4>>2]^c[v+4>>2];b=k;c[b>>2]=c[s>>2]^c[v>>2];c[b+4>>2]=r;b=a+288|0;r=t;v=b;s=c[v+4>>2]^c[r+4>>2];u=b;c[u>>2]=c[v>>2]^c[r>>2];c[u+4>>2]=s;u=m;s=c[u+4>>2]^c[t+4>>2];r=m;c[r>>2]=c[u>>2]^c[t>>2];c[r+4>>2]=s;if((c[n>>2]|0)==2)c[a+(i<<2)>>2]=0;t=a+336+(h<<2)|0;s=(c[t>>2]|0)+-1|0;c[t>>2]=s;s=c[a+400+(h<<8)+(s<<2)>>2]|0;v=c[a+4568+(i<<2)>>2]|0;c[a+4568+(s<<2)>>2]=v;c[a+400+(h<<8)+(v<<2)>>2]=s;c[a+400+(h<<8)+(c[t>>2]<<2)>>2]=64;c[p>>2]=(c[p>>2]|0)+-1;c[q>>2]=(c[q>>2]|0)-(c[997536+((c[n>>2]|0)*4160|0)+(h*260|0)+(i<<2)>>2]|0);c[a+(c[f>>2]<<2)>>2]=0;c[a+(d<<2)>>2]=0;v=c[e>>2]|0;c[a+(v<<2)>>2]=j;f=45760+(v<<3)|0;s=f;u=k;e=c[u+4>>2]|c[s+4>>2];r=k;c[r>>2]=c[u>>2]|c[s>>2];c[r+4>>2]=e;r=f;e=l;s=c[e+4>>2]|c[r+4>>2];u=l;c[u>>2]=c[e>>2]|c[r>>2];c[u+4>>2]=s;u=m;s=c[u+4>>2]|c[f+4>>2];r=m;c[r>>2]=c[u>>2]|c[f>>2];c[r+4>>2]=s;r=c[o>>2]|0;c[o>>2]=r+1;c[a+4568+(v<<2)>>2]=r;c[a+400+(j<<8)+(r<<2)>>2]=v;c[p>>2]=(c[p>>2]|0)+1;c[q>>2]=(c[q>>2]|0)+(c[997536+((c[n>>2]|0)*4160|0)+(j*260|0)+(v<<2)>>2]|0);v=c[g>>2]|0;c[a+(v<<2)>>2]=h;r=45760+(v<<3)|0;s=r;g=k;f=c[g+4>>2]|c[s+4>>2];u=k;c[u>>2]=c[g>>2]|c[s>>2];c[u+4>>2]=f;u=r;f=b;s=c[f+4>>2]|c[u+4>>2];g=b;c[g>>2]=c[f>>2]|c[u>>2];c[g+4>>2]=s;g=m;s=c[g+4>>2]|c[r+4>>2];u=m;c[u>>2]=c[g>>2]|c[r>>2];c[u+4>>2]=s;u=c[t>>2]|0;c[t>>2]=u+1;c[a+4568+(v<<2)>>2]=u;c[a+400+(h<<8)+(u<<2)>>2]=v;c[p>>2]=(c[p>>2]|0)+1;c[q>>2]=(c[q>>2]|0)+(c[997536+((c[n>>2]|0)*4160|0)+(h*260|0)+(v<<2)>>2]|0);return}function Qe(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0;E=l;l=l+16|0;j=E+8|0;k=E+4|0;m=E;n=b+5340|0;w=c[n>>2]^1;c[n>>2]=w;n=d&49152;v=(n|0)==32768;if(v)y=(d&12288|0)==4096?64:d>>>6&63;else y=d>>>6&63;C=d&63;c[j>>2]=C;o=b+(C<<2)|0;f=c[o>>2]|0;D=b+5360|0;e=c[D>>2]|0;i=(e|0)==2;if(i?(h=c[b+5352>>2]|0,(c[h+64>>2]|0)!=0):0)f=c[h+68+(y<<2)>>2]|0;if(v)if((d&12288|0)==8192)p=10;else j=f;else if((n|0)==16384)p=10;else p=17;if((p|0)==10){if(i?(c[(c[b+5352>>2]|0)+64>>2]|0)!=0:0)e=2;else{h=b+256|0;i=45760+(C<<3)|0;I=i;F=h;H=c[F+4>>2]^c[I+4>>2];e=h;c[e>>2]=c[F>>2]^c[I>>2];c[e+4>>2]=H;e=b+256+((f&7)<<3)|0;H=i;I=e;F=c[I+4>>2]^c[H+4>>2];c[e>>2]=c[I>>2]^c[H>>2];c[e+4>>2]=F;e=f>>3;F=b+320+(e<<3)|0;H=i;I=F;G=c[I+4>>2]^c[H+4>>2];c[F>>2]=c[I>>2]^c[H>>2];c[F+4>>2]=G;if((c[D>>2]|0)==2)c[o>>2]=0;I=b+336+(f<<2)|0;K=(c[I>>2]|0)+-1|0;c[I>>2]=K;K=c[b+400+(f<<8)+(K<<2)>>2]|0;G=b+4568+(C<<2)|0;H=c[G>>2]|0;c[b+4568+(K<<2)>>2]=H;c[b+400+(f<<8)+(H<<2)>>2]=K;c[b+400+(f<<8)+(c[I>>2]<<2)>>2]=64;I=b+336+(e<<3<<2)|0;c[I>>2]=(c[I>>2]|0)+-1;I=b+5344|0;c[I>>2]=(c[I>>2]|0)-(c[997536+((c[D>>2]|0)*4160|0)+(f*260|0)+(C<<2)>>2]|0);e=w<<3;f=e|1;c[o>>2]=f;H=i;K=h;J=c[K+4>>2]|c[H+4>>2];F=h;c[F>>2]=c[K>>2]|c[H>>2];c[F+4>>2]=J;F=b+264|0;J=i;H=F;h=c[H+4>>2]|c[J+4>>2];c[F>>2]=c[H>>2]|c[J>>2];c[F+4>>2]=h;F=b+320+(e>>3<<3)|0;h=i;J=F;H=c[J+4>>2]|c[h+4>>2];c[F>>2]=c[J>>2]|c[h>>2];c[F+4>>2]=H;F=b+336+(f<<2)|0;H=c[F>>2]|0;c[F>>2]=H+1;c[G>>2]=H;c[b+400+(f<<8)+(H<<2)>>2]=C;e=b+336+(e<<2)|0;c[e>>2]=(c[e>>2]|0)+1;e=c[D>>2]|0;c[I>>2]=(c[I>>2]|0)+(c[997536+(e*4160|0)+(f*260|0)+(C<<2)>>2]|0);if((e|0)==3){e=b+4560|0;J=i;I=e;K=c[I+4>>2]&~c[J+4>>2];c[e>>2]=c[I>>2]&~c[J>>2];c[e+4>>2]=K;e=3}}if(v)j=f;else p=17}if((p|0)==17)if((n|0)==49152){Re(b,w,y,j,k,m);K=b+5352|0;J=c[K>>2]|0;J=J+328|0;J=c[J>>2]|0;c[K>>2]=J;K=b+5336|0;J=c[K>>2]|0;J=J+-1|0;c[K>>2]=J;l=E;return}else j=f;if((e|0)==2)if(!(c[(c[b+5352>>2]|0)+64>>2]|0))p=26;else{c[b+(y<<2)>>2]=j;h=b+256|0;K=45760+(y<<3)|0;f=K;e=h;J=c[e+4>>2]|c[f+4>>2];c[h>>2]=c[e>>2]|c[f>>2];c[h+4>>2]=J;h=b+256+((j&7)<<3)|0;J=K;f=h;e=c[f+4>>2]|c[J+4>>2];c[h>>2]=c[f>>2]|c[J>>2];c[h+4>>2]=e;h=j>>3;e=b+320+(h<<3)|0;J=e;f=c[J+4>>2]|c[K+4>>2];c[e>>2]=c[J>>2]|c[K>>2];c[e+4>>2]=f;e=b+336+(j<<2)|0;f=c[e>>2]|0;c[e>>2]=f+1;c[b+4568+(y<<2)>>2]=f;c[b+400+(j<<8)+(f<<2)>>2]=y;h=b+336+(h<<3<<2)|0;c[h>>2]=(c[h>>2]|0)+1;h=b+5344|0;f=h;h=c[h>>2]|0;e=997536+((c[D>>2]|0)*4160|0)+(j*260|0)+(y<<2)|0}else if((d&61440|0)==36864&(e|0)==3){i=b+256|0;I=45760+(C<<3)|0;H=I;J=i;e=c[J+4>>2]^c[H+4>>2];c[i>>2]=c[J>>2]^c[H>>2];c[i+4>>2]=e;i=j&7;e=b+256+(i<<3)|0;H=I;J=e;K=c[J+4>>2]^c[H+4>>2];c[e>>2]=c[J>>2]^c[H>>2];c[e+4>>2]=K;e=j>>3;K=b+320+(e<<3)|0;H=K;J=c[H+4>>2]^c[I+4>>2];c[K>>2]=c[H>>2]^c[I>>2];c[K+4>>2]=J;if((c[D>>2]|0)==2)c[o>>2]=0;K=b+336+(j<<2)|0;f=(c[K>>2]|0)+-1|0;c[K>>2]=f;f=c[b+400+(j<<8)+(f<<2)>>2]|0;h=c[b+4568+(C<<2)>>2]|0;c[b+4568+(f<<2)>>2]=h;c[b+400+(j<<8)+(h<<2)>>2]=f;c[b+400+(j<<8)+(c[K>>2]<<2)>>2]=64;K=e<<3;h=b+336+(K<<2)|0;c[h>>2]=(c[h>>2]|0)+-1;h=b+5344|0;c[h>>2]=(c[h>>2]|0)-(c[997536+((c[D>>2]|0)*4160|0)+(j*260|0)+(C<<2)>>2]|0);c[o>>2]=0;f=b+4496+(e<<5)+(i<<2)|0;c[f>>2]=(c[f>>2]|0)+1;f=b+4496+(e<<5)|0;c[f>>2]=(c[f>>2]|0)+1;f=h;h=c[h>>2]|0;e=997536+((c[D>>2]|0)*4160|0)+((K|i)*260|0)+256|0}else p=26;if((p|0)==26){e=45760+(C<<3)|0;h=45760+(y<<3)|0;f=c[h>>2]^c[e>>2];e=c[h+4>>2]^c[e+4>>2];h=b+256|0;K=h;J=c[K+4>>2]^e;c[h>>2]=c[K>>2]^f;c[h+4>>2]=J;h=b+256+((j&7)<<3)|0;J=h;K=c[J+4>>2]^e;c[h>>2]=c[J>>2]^f;c[h+4>>2]=K;h=b+320+(j>>3<<3)|0;K=h;e=c[K+4>>2]^e;c[h>>2]=c[K>>2]^f;c[h+4>>2]=e;c[o>>2]=0;c[b+(y<<2)>>2]=j;h=c[b+4568+(C<<2)>>2]|0;c[b+4568+(y<<2)>>2]=h;c[b+400+(j<<8)+(h<<2)>>2]=y;h=c[D>>2]|0;e=b+5344|0;f=e;h=(c[997536+(h*4160|0)+(j*260|0)+(y<<2)>>2]|0)-(c[997536+(h*4160|0)+(j*260|0)+(C<<2)>>2]|0)|0}c[f>>2]=(c[e>>2]|0)+h;h=c[D>>2]|0;if((h|0)==3?(q=b+4560|0,s=q,r=c[s>>2]|0,s=c[s+4>>2]|0,u=45760+(C<<3)|0,t=c[u>>2]|0,u=c[u+4>>2]|0,!((t&r|0)==0&(u&s|0)==0)):0){I=45760+(y<<3)|0;J=c[I+4>>2]|s&~u;K=q;c[K>>2]=c[I>>2]|r&~t;c[K+4>>2]=J}k=b+5352|0;e=c[(c[k>>2]|0)+64>>2]|0;if(!e){K=k;J=c[K>>2]|0;J=J+328|0;J=c[J>>2]|0;c[K>>2]=J;K=b+5336|0;J=c[K>>2]|0;J=J+-1|0;c[K>>2]=J;l=E;return}a:do if(v){f=d&12288;if(f<<16>>16<8192)switch(f<<16>>16){case 4096:{j=C;break a}default:{}}else switch(f<<16>>16){case 8192:{j=C;break a}default:{}}j=C-((w|0)==0?8:-8)|0}else j=C;while(0);if((h|0)==2?(x=122368+(C<<3)|0,g=c[x>>2]|0,x=c[x+4>>2]|0,!((g|0)==0&(x|0)==0)):0){h=b+256|0;i=b+5344|0;e=x;do{f=Sa(g|0,e|0,0)|0;K=ax(g|0,e|0,-1,-1)|0;g=K&g;e=z&e;if(((f|0)!=(y|0)?(A=c[(c[k>>2]|0)+68+(f<<2)>>2]|0,A|0):0)?(B=A&7,(B|0)!=1):0){c[b+(f<<2)>>2]=A;H=45760+(f<<3)|0;J=H;I=h;G=c[I+4>>2]|c[J+4>>2];K=h;c[K>>2]=c[I>>2]|c[J>>2];c[K+4>>2]=G;K=b+256+(B<<3)|0;G=H;J=K;I=c[J+4>>2]|c[G+4>>2];c[K>>2]=c[J>>2]|c[G>>2];c[K+4>>2]=I;K=A>>3;I=b+320+(K<<3)|0;G=I;J=c[G+4>>2]|c[H+4>>2];c[I>>2]=c[G>>2]|c[H>>2];c[I+4>>2]=J;I=b+336+(A<<2)|0;J=c[I>>2]|0;c[I>>2]=J+1;c[b+4568+(f<<2)>>2]=J;c[b+400+(A<<8)+(J<<2)>>2]=f;K=b+336+(K<<3<<2)|0;c[K>>2]=(c[K>>2]|0)+1;c[i>>2]=(c[i>>2]|0)+(c[997536+((c[D>>2]|0)*4160|0)+(A*260|0)+(f<<2)>>2]|0)}}while(!((g|0)==0&(e|0)==0));e=c[(c[k>>2]|0)+64>>2]|0}c[b+(j<<2)>>2]=e;K=b+256|0;I=45760+(j<<3)|0;f=I;J=K;H=c[J+4>>2]|c[f+4>>2];c[K>>2]=c[J>>2]|c[f>>2];c[K+4>>2]=H;K=b+256+((e&7)<<3)|0;H=I;f=K;J=c[f+4>>2]|c[H+4>>2];c[K>>2]=c[f>>2]|c[H>>2];c[K+4>>2]=J;K=e>>3;J=b+320+(K<<3)|0;H=J;f=c[H+4>>2]|c[I+4>>2];c[J>>2]=c[H>>2]|c[I>>2];c[J+4>>2]=f;J=b+336+(e<<2)|0;f=c[J>>2]|0;c[J>>2]=f+1;c[b+4568+(j<<2)>>2]=f;c[b+400+(e<<8)+(f<<2)>>2]=j;K=b+336+(K<<3<<2)|0;c[K>>2]=(c[K>>2]|0)+1;K=c[D>>2]|0;f=b+5344|0;c[f>>2]=(c[f>>2]|0)+(c[997536+(K*4160|0)+(e*260|0)+(j<<2)>>2]|0);if((K|0)!=3){K=k;J=c[K>>2]|0;J=J+328|0;J=c[J>>2]|0;c[K>>2]=J;K=b+5336|0;J=c[K>>2]|0;J=J+-1|0;c[K>>2]=J;l=E;return}I=c[k>>2]|0;K=c[I+64>>2]|0;J=K>>3^1;K=(a[I+324>>0]|0)==0?K&7:1;I=b+4496+(J<<5)+(K<<2)|0;c[I>>2]=(c[I>>2]|0)+-1;I=b+4496+(J<<5)|0;c[I>>2]=(c[I>>2]|0)+-1;c[f>>2]=(c[f>>2]|0)-(c[997536+((c[D>>2]|0)*4160|0)+((J<<3|K)*260|0)+256>>2]|0);if(!(a[(c[k>>2]|0)+324>>0]|0)){K=k;J=c[K>>2]|0;J=J+328|0;J=c[J>>2]|0;c[K>>2]=J;K=b+5336|0;J=c[K>>2]|0;J=J+-1|0;c[K>>2]=J;l=E;return}K=b+4560|0;I=45760+(C<<3)|0;H=K;J=c[H+4>>2]|c[I+4>>2];c[K>>2]=c[H>>2]|c[I>>2];c[K+4>>2]=J;K=k;J=c[K>>2]|0;J=J+328|0;J=c[J>>2]|0;c[K>>2]=J;K=b+5336|0;J=c[K>>2]|0;J=J+-1|0;c[K>>2]=J;l=E;return}function Re(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0;h=c[e>>2]|0;j=(h|0)>(d|0);c[f>>2]=h;h=b*56|0;c[g>>2]=(j?5:3)|h;h=(j?6:2)|h;c[e>>2]=h;b=b<<3;j=b|6;k=a+256|0;p=45760+(h<<3)|0;n=p;o=k;q=c[o+4>>2]^c[n+4>>2];l=k;c[l>>2]=c[o>>2]^c[n>>2];c[l+4>>2]=q;l=a+304|0;q=p;n=l;o=c[n+4>>2]^c[q+4>>2];m=l;c[m>>2]=c[n>>2]^c[q>>2];c[m+4>>2]=o;m=a+320+(b>>3<<3)|0;o=m;q=c[o+4>>2]^c[p+4>>2];n=m;c[n>>2]=c[o>>2]^c[p>>2];c[n+4>>2]=q;n=a+5360|0;if((c[n>>2]|0)==2)c[a+(h<<2)>>2]=0;o=a+336+(j<<2)|0;q=(c[o>>2]|0)+-1|0;c[o>>2]=q;q=c[a+400+(j<<8)+(q<<2)>>2]|0;p=c[a+4568+(h<<2)>>2]|0;c[a+4568+(q<<2)>>2]=p;c[a+400+(j<<8)+(p<<2)>>2]=q;c[a+400+(j<<8)+(c[o>>2]<<2)>>2]=64;p=a+336+(b<<2)|0;c[p>>2]=(c[p>>2]|0)+-1;q=a+5344|0;c[q>>2]=(c[q>>2]|0)-(c[997536+((c[n>>2]|0)*4160|0)+(j*260|0)+(h<<2)>>2]|0);h=b|4;i=c[g>>2]|0;t=45760+(i<<3)|0;v=t;s=k;r=c[s+4>>2]^c[v+4>>2];b=k;c[b>>2]=c[s>>2]^c[v>>2];c[b+4>>2]=r;b=a+288|0;r=t;v=b;s=c[v+4>>2]^c[r+4>>2];u=b;c[u>>2]=c[v>>2]^c[r>>2];c[u+4>>2]=s;u=m;s=c[u+4>>2]^c[t+4>>2];r=m;c[r>>2]=c[u>>2]^c[t>>2];c[r+4>>2]=s;if((c[n>>2]|0)==2)c[a+(i<<2)>>2]=0;t=a+336+(h<<2)|0;r=(c[t>>2]|0)+-1|0;c[t>>2]=r;r=c[a+400+(h<<8)+(r<<2)>>2]|0;s=c[a+4568+(i<<2)>>2]|0;c[a+4568+(r<<2)>>2]=s;c[a+400+(h<<8)+(s<<2)>>2]=r;c[a+400+(h<<8)+(c[t>>2]<<2)>>2]=64;c[p>>2]=(c[p>>2]|0)+-1;c[q>>2]=(c[q>>2]|0)-(c[997536+((c[n>>2]|0)*4160|0)+(h*260|0)+(i<<2)>>2]|0);c[a+(c[g>>2]<<2)>>2]=0;c[a+(c[e>>2]<<2)>>2]=0;c[a+(d<<2)>>2]=j;s=45760+(d<<3)|0;r=s;g=k;u=c[g+4>>2]|c[r+4>>2];v=k;c[v>>2]=c[g>>2]|c[r>>2];c[v+4>>2]=u;v=s;u=l;r=c[u+4>>2]|c[v+4>>2];g=l;c[g>>2]=c[u>>2]|c[v>>2];c[g+4>>2]=r;g=m;r=c[g+4>>2]|c[s+4>>2];v=m;c[v>>2]=c[g>>2]|c[s>>2];c[v+4>>2]=r;v=c[o>>2]|0;c[o>>2]=v+1;c[a+4568+(d<<2)>>2]=v;c[a+400+(j<<8)+(v<<2)>>2]=d;c[p>>2]=(c[p>>2]|0)+1;c[q>>2]=(c[q>>2]|0)+(c[997536+((c[n>>2]|0)*4160|0)+(j*260|0)+(d<<2)>>2]|0);v=c[f>>2]|0;c[a+(v<<2)>>2]=h;r=45760+(v<<3)|0;s=r;g=k;f=c[g+4>>2]|c[s+4>>2];u=k;c[u>>2]=c[g>>2]|c[s>>2];c[u+4>>2]=f;u=r;f=b;s=c[f+4>>2]|c[u+4>>2];g=b;c[g>>2]=c[f>>2]|c[u>>2];c[g+4>>2]=s;g=m;s=c[g+4>>2]|c[r+4>>2];u=m;c[u>>2]=c[g>>2]|c[r>>2];c[u+4>>2]=s;u=c[t>>2]|0;c[t>>2]=u+1;c[a+4568+(v<<2)>>2]=u;c[a+400+(h<<8)+(u<<2)>>2]=v;c[p>>2]=(c[p>>2]|0)+1;c[q>>2]=(c[q>>2]|0)+(c[997536+((c[n>>2]|0)*4160|0)+(h*260|0)+(v<<2)>>2]|0);return}function Se(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;f=a+5352|0;nx(b|0,c[f>>2]|0,432)|0;c[b+328>>2]=c[f>>2];c[f>>2]=b;d=b+44|0;e=c[d>>2]|0;if((e|0)==64){b=b+48|0;e=b;d=c[e>>2]|0;e=c[e+4>>2]|0}else{e=845872+((e&7)<<3)|0;b=b+48|0;h=b;g=c[h>>2]^c[e>>2];e=c[h+4>>2]^c[e+4>>2];h=b;c[h>>2]=g;c[h+4>>2]=e;c[d>>2]=64;d=g}i=846064;g=e^c[i+4>>2];h=b;c[h>>2]=d^c[i>>2];c[h+4>>2]=g;h=c[f>>2]|0;g=h+28|0;c[g>>2]=(c[g>>2]|0)+1;c[h+32>>2]=0;g=a+5340|0;c[g>>2]=c[g>>2]^1;De(a,h);return}function Te(a){a=a|0;var b=0;b=a+5352|0;c[b>>2]=c[(c[b>>2]|0)+328>>2];a=a+5340|0;c[a>>2]=c[a>>2]^1;return}function Ue(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0;if((b&49152|0)==32768)j=(b&12288|0)==4096?64:b>>>6&63;else j=b>>>6&63;g=b&63;f=c[a+5360>>2]|0;h=(b&61440|0)==36864&(f|0)==3;if(h)i=b>>>6&15;else i=c[a+(j<<2)>>2]|0;e=c[a+(g<<2)>>2]|0;b=(c[a+5352>>2]|0)+48|0;k=846064;d=c[k>>2]^c[b>>2];b=c[k+4>>2]^c[b+4>>2];a:do if(e){k=837680+(e<<9)+(g<<3)|0;d=c[k>>2]^d;b=c[k+4>>2]^b;switch(f|0){case 2:break;case 3:{k=a+4560|0;f=45760+(g<<3)|0;k=((c[f>>2]&c[k>>2]|0)==0?(c[f+4>>2]&c[k+4>>2]|0)==0:0)?e:e&-8|1;e=k^8;k=c[a+4496+(e>>3<<5)+((k&7)<<2)>>2]|0;f=846144+(e*136|0)+(k+1<<3)|0;k=846144+(e*136|0)+(k<<3)|0;d=c[f>>2]^d^c[k>>2];b=c[f+4>>2]^b^c[k+4>>2];break a}default:break a}k=122368+(g<<3)|0;h=a+256|0;g=a+264|0;f=45760+(j<<3)|0;e=(c[g>>2]^c[h>>2])&c[k>>2]&~c[f>>2];f=(c[g+4>>2]^c[h+4>>2])&c[k+4>>2]&~c[f+4>>2];if(!((e|0)==0&(f|0)==0))do{k=Sa(e|0,f|0,0)|0;h=ax(e|0,f|0,-1,-1)|0;e=h&e;f=z&f;k=837680+(c[a+(k<<2)>>2]<<9)+(k<<3)|0;d=c[k>>2]^d;b=c[k+4>>2]^b}while(!((e|0)==0&(f|0)==0));i=837680+(i<<9)+(j<<3)|0;k=d;j=b;a=i;a=c[a>>2]|0;i=i+4|0;i=c[i>>2]|0;k=a^k;j=i^j;z=j;return k|0}while(0);k=837680+(i<<9)+(g<<3)|0;d=c[k>>2]^d;b=c[k+4>>2]^b;if(h){k=c[a+4496+(i>>3<<5)+((i&7)<<2)>>2]|0;j=846144+(i*136|0)+(k<<3)|0;i=846144+(i*136|0)+(k+-1<<3)|0;k=c[j>>2]^d;j=c[j+4>>2]^b;a=i;a=c[a>>2]|0;i=i+4|0;i=c[i>>2]|0;k=a^k;j=i^j;z=j;return k|0}else{i=837680+(i<<9)+(j<<3)|0;k=d;j=b;a=i;a=c[a>>2]|0;i=i+4|0;i=c[i>>2]|0;k=a^k;j=i^j;z=j;return k|0}return 0}function Ve(a,b,e,f){a=a|0;b=b|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0;if((b&49152|0)==32768)g=(b&12288|0)==4096?64:b>>>6&63;else g=b>>>6&63;B=c[a+(g<<2)>>2]>>3;i=b&63;A=122368+(i<<3)|0;z=a+256|0;y=a+264|0;g=45760+(g<<3)|0;b=(c[y>>2]^c[z>>2])&c[A>>2]&~c[g>>2];g=(c[y+4>>2]^c[z+4>>2])&c[A+4>>2]&~c[g+4>>2];i=(i|0)==(f|0);if(i)A=b;else{z=45760+(f<<3)|0;A=b&~c[z>>2];g=g&~c[z+4>>2]}z=a+320+((B^1)<<3)|0;h=a+304|0;b=c[h>>2]|0;h=c[h+4>>2]|0;if(!((c[z>>2]&A&b|0)==0?(c[z+4>>2]&g&h|0)==0:0)){B=32e3;return B|0}if(!i?(z=a+320+(B<<3)|0,!((b&A&c[z>>2]|0)==0?(h&g&c[z+4>>2]|0)==0:0)):0){B=-32e3;return B|0}b=c[a+5360>>2]|0;k=a+272|0;l=17416+(b<<7)+8|0;m=a+280|0;n=17416+(b<<7)+12|0;o=a+288|0;p=17416+(b<<7)+16|0;q=a+296|0;r=17416+(b<<7)+20|0;s=a+272|0;t=17416+(b<<7)+8|0;u=a+280|0;v=17416+(b<<7)+12|0;w=a+288|0;x=17416+(b<<7)+16|0;y=a+296|0;z=17416+(b<<7)+20|0;j=0;b=(c[17416+(b<<7)+((c[a+(f<<2)>>2]&7)<<2)>>2]|0)-(c[17416+(b<<7)+(e<<2)>>2]|0)|0;do{i=a+320+(j<<3)|0;h=c[i>>2]&A;i=c[i+4>>2]&g;if((j|0)==(B|0)){f=k;e=h&c[f>>2];f=i&c[f+4>>2];D=jx(e|0,f|0,16)|0;C=jx(e|0,f|0,48)|0;C=b-(O(c[l>>2]|0,(d[1106644+(D&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+(f&65535)>>0]|0)+(d[1106644+C>>0]|0)|0)|0)|0;f=m;e=h&c[f>>2];f=i&c[f+4>>2];b=jx(e|0,f|0,16)|0;D=jx(e|0,f|0,48)|0;D=C-(O(c[n>>2]|0,(d[1106644+(b&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+(f&65535)>>0]|0)+(d[1106644+D>>0]|0)|0)|0)|0;f=o;e=h&c[f>>2];f=i&c[f+4>>2];b=jx(e|0,f|0,16)|0;C=jx(e|0,f|0,48)|0;C=D-(O(c[p>>2]|0,(d[1106644+(b&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+(f&65535)>>0]|0)+(d[1106644+C>>0]|0)|0)|0)|0;f=q;e=h&c[f>>2];f=i&c[f+4>>2];i=jx(e|0,f|0,16)|0;b=jx(e|0,f|0,48)|0;b=C-(O(c[r>>2]|0,(d[1106644+(i&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+(f&65535)>>0]|0)+(d[1106644+b>>0]|0)|0)|0)|0}else{D=s;C=h&c[D>>2];D=i&c[D+4>>2];f=jx(C|0,D|0,16)|0;e=jx(C|0,D|0,48)|0;b=(O(c[t>>2]|0,(d[1106644+(f&65535)>>0]|0)+(d[1106644+(C&65535)>>0]|0)+(d[1106644+(D&65535)>>0]|0)+(d[1106644+e>>0]|0)|0)|0)+b|0;e=u;D=h&c[e>>2];e=i&c[e+4>>2];C=jx(D|0,e|0,16)|0;f=jx(D|0,e|0,48)|0;b=(O(c[v>>2]|0,(d[1106644+(C&65535)>>0]|0)+(d[1106644+(D&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+f>>0]|0)|0)|0)+b|0;f=w;e=h&c[f>>2];f=i&c[f+4>>2];D=jx(e|0,f|0,16)|0;C=jx(e|0,f|0,48)|0;b=(O(c[x>>2]|0,(d[1106644+(D&65535)>>0]|0)+(d[1106644+(e&65535)>>0]|0)+(d[1106644+(f&65535)>>0]|0)+(d[1106644+C>>0]|0)|0)|0)+b|0;C=y;f=h&c[C>>2];C=i&c[C+4>>2];e=jx(f|0,C|0,16)|0;D=jx(f|0,C|0,48)|0;b=(O(c[z>>2]|0,(d[1106644+(e&65535)>>0]|0)+(d[1106644+(f&65535)>>0]|0)+(d[1106644+(C&65535)>>0]|0)+(d[1106644+D>>0]|0)|0)|0)+b|0}j=j+1|0}while((j|0)!=2);return b|0}function We(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0,$=0,aa=0,ba=0,ca=0;$=c[a+5360>>2]|0;g=($|0)==3;if(g){e=b>>>6;if((b&61440|0)==36864)e=e&15;else e=c[a+((e&63)<<2)>>2]|0;e=e>>3;if((e|0)==(c[a+5340>>2]|0)){if(Me(a,b)|0){aa=O(c[4451]|0,c[a+4496+(e<<5)+4>>2]|0)|0;aa=(O(c[4452]|0,c[a+4496+(e<<5)+8>>2]|0)|0)+aa|0;aa=aa+(O(c[4453]|0,c[a+4496+(e<<5)+12>>2]|0)|0)|0;aa=aa+(O(c[4454]|0,c[a+4496+(e<<5)+16>>2]|0)|0)|0;d=d-((aa+(O(c[4455]|0,c[a+4496+(e<<5)+20>>2]|0)|0)|0)/5|0)|0}aa=(c[a+5352>>2]|0)+56|0;if(!((c[aa>>2]|0)==0&(c[aa+4>>2]|0)==0)){aa=e^1;_=O(c[4451]|0,c[a+4496+(aa<<5)+4>>2]|0)|0;_=(O(c[4452]|0,c[a+4496+(aa<<5)+8>>2]|0)|0)+_|0;_=_+(O(c[4453]|0,c[a+4496+(aa<<5)+12>>2]|0)|0)|0;_=_+(O(c[4454]|0,c[a+4496+(aa<<5)+16>>2]|0)|0)|0;d=((_+(O(c[4455]|0,c[a+4496+(aa<<5)+20>>2]|0)|0)|0)/5|0)+d|0}d=(d|0)/2|0;aa=11}else j=d}else aa=11;if((aa|0)==11)if(($|0)==7){e=b>>>6;if((b&61440|0)==36864)e=e&15;else e=c[a+((e&63)<<2)>>2]|0;if((e>>3|0)==(c[a+5340>>2]|0)?Me(a,b)|0:0){a=1;return a|0}else j=d}else j=d;d=b&49152;f=(d|0)==32768;if(f&g){if((b&12288|0)!=4096)aa=20}else if(d|0)aa=20;if((aa|0)==20){a=(j|0)<1;return a|0}if(f)k=(b&12288|0)==4096?64:b>>>6&63;else k=b>>>6&63;l=b&63;i=(b&61440|0)==36864&g;if(!i){g=c[a+(k<<2)>>2]|0;h=g&7;g=g>>3;d=g^1;e=c[a+(l<<2)>>2]|0;if(($|0)==2){a:do if(!e){b:do if(f){e=b&12288;if(e<<16>>16<8192)switch(e<<16>>16){case 4096:break b;default:break a}else switch(e<<16>>16){case 8192:break b;default:break a}}while(0);if((j|0)>0){a=0;return a|0}W=a+256|0;Y=45760+(k<<3)|0;S=c[Y>>2]^c[W>>2];W=c[Y+4>>2]^c[W+4>>2];Y=123904+(l<<3)|0;U=a+320|0;_=a+264|0;T=c[_>>2]|0;_=c[_+4>>2]|0;aa=123392+(l<<3)|0;$=a+328|0;e=120320+(l<<3)|0;Z=a+272|0;T=c[aa>>2]&T&c[$>>2]|c[U>>2]&c[Y>>2]&T|c[Z>>2]&c[e>>2];e=c[aa+4>>2]&_&c[$+4>>2]|c[U+4>>2]&c[Y+4>>2]&_|c[Z+4>>2]&c[e+4>>2];Z=c[124416+(l*24|0)+16>>2]|0;_=124416+(l*24|0)|0;Y=124416+(l*24|0)+8|0;Y=gx(c[_>>2]&S|0,c[_+4>>2]&W|0,c[Y>>2]|0,c[Y+4>>2]|0)|0;Y=jx(Y|0,z|0,52)|0;Y=Z+(Y<<3)|0;Z=a+288|0;_=a+296|0;U=c[_>>2]|0;_=c[_+4>>2]|0;T=T|(U|c[Z>>2])&c[Y>>2];Y=e|(_|c[Z+4>>2])&c[Y+4>>2];Z=c[125952+(l*24|0)+16>>2]|0;e=125952+(l*24|0)|0;$=125952+(l*24|0)+8|0;$=gx(c[e>>2]&S|0,c[e+4>>2]&W|0,c[$>>2]|0,c[$+4>>2]|0)|0;$=jx($|0,z|0,55)|0;$=Z+($<<3)|0;Z=a+280|0;e=122368+(l<<3)|0;aa=a+304|0;V=c[aa>>2]|0;aa=c[aa+4>>2]|0;X=a+320+(d<<3)|0;d=S&~V&c[X>>2]&(T|(c[Z>>2]|U)&c[$>>2]|V&c[e>>2]);e=W&~aa&c[X+4>>2]&(Y|(c[Z+4>>2]|_)&c[$+4>>2]|aa&c[e+4>>2]);while(1){if((d|0)==0&(e|0)==0){d=1;aa=64;break}aa=Sa(d|0,e|0,0)|0;f=ax(d|0,e|0,-1,-1)|0;e=z&e;if((Ve(a,b,h,aa)|0)<(j|0)){d=0;aa=64;break}else d=f&d}if((aa|0)==64)return d|0}while(0);a=(Ve(a,b,h,l)|0)>(j|0);return a|0}else{f=h;_=g}}else{d=b>>>9&1;e=c[a+(l<<2)>>2]|0;f=b>>>6&7;_=d;d=d^1}e=(c[17416+($<<7)+(e<<2)>>2]|0)-j|0;if((e|0)<0){a=0;return a|0}j=e-(c[17416+($<<7)+(f<<2)>>2]|0)|0;if((j|0)>-1){a=1;return a|0}h=a+256|0;g=c[h>>2]|0;h=c[h+4>>2]|0;if(i){e=g;f=h}else{f=45760+(k<<3)|0;e=c[f>>2]^g;f=c[f+4>>2]^h}p=45760+(l<<3)|0;i=c[p>>2]^e;p=c[p+4>>2]^f;R=123904+(l<<3)|0;F=a+320|0;A=a+264|0;y=c[A>>2]|0;A=c[A+4>>2]|0;G=123392+(l<<3)|0;H=a+328|0;C=120320+(l<<3)|0;B=c[C>>2]|0;C=c[C+4>>2]|0;E=a+272|0;D=c[E>>2]|0;E=c[E+4>>2]|0;f=c[G>>2]&y&c[H>>2]|c[F>>2]&c[R>>2]&y|D&B;R=c[G+4>>2]&A&c[H+4>>2]|c[F+4>>2]&c[R+4>>2]&A|E&C;F=c[124416+(l*24|0)+16>>2]|0;H=124416+(l*24|0)|0;G=c[H>>2]|0;H=c[H+4>>2]|0;J=124416+(l*24|0)+8|0;I=c[J>>2]|0;J=c[J+4>>2]|0;v=gx(G&i|0,H&p|0,I|0,J|0)|0;v=jx(v|0,z|0,52)|0;v=F+(v<<3)|0;L=a+288|0;K=c[L>>2]|0;L=c[L+4>>2]|0;N=a+296|0;M=c[N>>2]|0;N=c[N+4>>2]|0;P=M|K;Q=N|L;f=f|P&c[v>>2];v=R|Q&c[v+4>>2];R=c[125952+(l*24|0)+16>>2]|0;T=125952+(l*24|0)|0;S=c[T>>2]|0;T=c[T+4>>2]|0;V=125952+(l*24|0)+8|0;U=c[V>>2]|0;V=c[V+4>>2]|0;u=gx(S&i|0,T&p|0,U|0,V|0)|0;u=jx(u|0,z|0,55)|0;u=R+(u<<3)|0;X=a+280|0;W=c[X>>2]|0;X=c[X+4>>2]|0;Y=W|M;Z=X|N;e=122368+(l<<3)|0;t=a+304|0;f=(f|Y&c[u>>2]|c[t>>2]&c[e>>2])&i;e=(v|Z&c[u+4>>2]|c[t+4>>2]&c[e+4>>2])&p;t=c[a+5352>>2]|0;u=($|0)==6;v=gx(S&g|0,T&h|0,U|0,V|0)|0;v=jx(v|0,z|0,55)|0;v=R+(v<<3)|0;w=gx(G&g|0,H&h|0,I|0,J|0)|0;w=jx(w|0,z|0,52)|0;w=F+(w<<3)|0;x=gx(S&g|0,T&h|0,U|0,V|0)|0;x=jx(x|0,z|0,55)|0;x=R+(x<<3)|0;q=gx(G&g|0,H&h|0,I|0,J|0)|0;q=jx(q|0,z|0,52)|0;q=F+(q<<3)|0;r=($|0)==4;c:while(1){m=a+320+(d<<3)|0;l=c[m>>2]|0;m=c[m+4>>2]|0;h=l&f;g=m&e;s=d^1;b=t+352+(s<<3)|0;n=~i;o=~p;if((c[b>>2]&n|0)==0?(c[b+4>>2]&o|0)==0:0){b=t+336+(d<<3)|0;h=h&~c[b>>2];g=g&~c[b+4>>2]}if(u){b=45760+(c[a+400+((s<<3|6)<<8)>>2]<<3)|0;k=c[b>>2]|0;b=c[b+4>>2]|0;if(!((k&B|0)==0&(b&C|0)==0)){h=h&~(D&l);g=g&~(E&m)}ba=v;if(!((k&c[ba>>2]|0)==0?(b&c[ba+4>>2]|0)==0:0)){h=h&~(W&l);g=g&~(X&m)}ba=w;if(!((k&c[ba>>2]|0)==0?(b&c[ba+4>>2]|0)==0:0)){h=h&~(K&l);g=g&~(L&m)}ba=x;ca=q;if(!((k&(c[ca>>2]|c[ba>>2])|0)==0?(b&(c[ca+4>>2]|c[ba+4>>2])|0)==0:0)){h=h&~(M&l);g=g&~(N&m)}ca=t+352+(d<<3)|0;if((c[ca>>2]&n|0)==0?(c[ca+4>>2]&o|0)==0:0){k=t+336+(s<<3)|0;b=h&~c[k>>2];k=g&~c[k+4>>2]}else{b=h;k=g}}else{b=h;k=g}if((b|0)==0&(k|0)==0)break;g=y&b;h=A&k;d:do if((g|0)==0&(h|0)==0){g=D&b;h=E&k;if(!((g|0)==0&(h|0)==0)){h=Sa(g|0,h|0,0)|0;h=45760+(h<<3)|0;i=c[h>>2]^i;h=c[h+4>>2]^p;l=2;g=0;f=i&f;e=h&e;break}g=W&b;h=X&k;do if((g|0)==0&(h|0)==0){g=K&b;h=L&k;if(!((g|0)==0&(h|0)==0)){h=Sa(g|0,h|0,0)|0;h=45760+(h<<3)|0;i=c[h>>2]^i;h=c[h+4>>2]^p;ca=gx(G&i|0,H&h|0,I|0,J|0)|0;ca=jx(ca|0,z|0,52)|0;ca=F+(ca<<3)|0;g=4;k=i;f=P&c[ca>>2]|f;b=h;e=Q&c[ca+4>>2]|e;break}h=M&b;g=N&k;if((h|0)==0&(g|0)==0)if(r){g=1;aa=61;break c}else{l=6;g=1;h=p;break d}else{h=Sa(h|0,g|0,0)|0;h=45760+(h<<3)|0;i=c[h>>2]^i;h=c[h+4>>2]^p;ca=gx(S&i|0,T&h|0,U|0,V|0)|0;ca=jx(ca|0,z|0,55)|0;ca=R+(ca<<3)|0;f=c[ca>>2]&Y|f;ca=c[ca+4>>2]&Z|e;e=gx(G&i|0,H&h|0,I|0,J|0)|0;e=jx(e|0,z|0,52)|0;e=F+(e<<3)|0;g=5;k=i;f=f|c[e>>2]&P;b=h;e=ca|c[e+4>>2]&Q;break}}else{h=Sa(g|0,h|0,0)|0;h=45760+(h<<3)|0;i=c[h>>2]^i;h=c[h+4>>2]^p;b=gx(S&i|0,T&h|0,U|0,V|0)|0;b=jx(b|0,z|0,55)|0;b=R+(b<<3)|0;g=3;k=Y&c[b>>2]|f;f=i;b=Z&c[b+4>>2]|e;e=h}while(0);l=g;g=0;f=k&f;e=b&e}else{h=Sa(g|0,h|0,0)|0;h=45760+(h<<3)|0;i=c[h>>2]^i;h=c[h+4>>2]^p;ca=gx(S&i|0,T&h|0,U|0,V|0)|0;ca=jx(ca|0,z|0,55)|0;ca=R+(ca<<3)|0;l=1;g=0;f=(Y&c[ca>>2]|f)&i;e=(Z&c[ca+4>>2]|e)&h}while(0);j=~j-(c[17416+($<<7)+(l<<2)>>2]|0)|0;if((j|0)>-1){aa=61;break}else{d=s;p=h}}if((aa|0)==61)if(g&($|0)!=1){ca=a+320+(s<<3)|0;d=((c[ca>>2]&f|0)==0?(c[ca+4>>2]&e|0)==0:0)?s:d}else d=s;ca=(_|0)!=(d|0);return ca|0}function Xe(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;j=l;l=l+4112|0;e=j;g=a+5360|0;f=a+5352|0;d=c[f>>2]|0;a:do if((c[g>>2]|0)==3)h=6;else{do if((c[d+28>>2]|0)>99){i=d+56|0;if((c[i>>2]|0)==0&(c[i+4>>2]|0)==0){b=1;l=j;return b|0}if((de(a,e)|0)==(e|0)){d=c[f>>2]|0;if((c[g>>2]|0)==3){h=6;break a}else break}else{b=1;l=j;return b|0}}while(0);a=d+28|0;i=d+32|0;a=(c[i>>2]|0)<(c[a>>2]|0)?i:a}while(0);if((h|0)==6)a=d+32|0;g=c[a>>2]|0;if((g|0)<4){b=0;l=j;return b|0}i=d+48|0;h=c[i>>2]|0;i=c[i+4>>2]|0;a=0;e=c[(c[d+328>>2]|0)+328>>2]|0;f=4;while(1){e=c[(c[e+328>>2]|0)+328>>2]|0;d=e+48|0;if((c[d>>2]|0)==(h|0)?(c[d+4>>2]|0)==(i|0):0){d=a+1|0;if((((f|0)<(b|0)&1)+d|0)==2){d=1;h=13;break}}else d=a;f=f+2|0;if((f|0)>(g|0)){d=0;h=13;break}else a=d}if((h|0)==13){l=j;return d|0}return 0}function Ye(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;if((c[a+5360>>2]|0)==1){n=0;return n|0}d=c[a+5352>>2]|0;m=c[d+32>>2]|0;k=c[d+28>>2]|0;k=(m|0)<(k|0)?m:k;if((k|0)<3){n=0;return n|0}m=d+48|0;l=c[m>>2]|0;m=c[m+4>>2]|0;j=a+256|0;i=3;f=c[d+328>>2]|0;a:while(1){f=c[(c[f+328>>2]|0)+328>>2]|0;h=f+48|0;g=c[h>>2]|0;h=c[h+4>>2]|0;d=g^l;e=h^m;a=d&8191;o=848384+(a<<3)|0;if(!((c[o>>2]|0)==(d|0)?(c[o+4>>2]|0)==(e|0):0)){a=jx(d|0,e|0,16)|0;a=a&8191;o=848384+(a<<3)|0;if((c[o>>2]|0)==(d|0)?(c[o+4>>2]|0)==(e|0):0)n=6}else n=6;b:do if((n|0)==6){n=0;a=c[964744+(a<<2)>>2]|0;if((a&49152|0)==32768)d=(a&12288|0)==4096?64:a>>>6&63;else d=a>>>6&63;o=46592+(d<<9)+((a&63)<<3)|0;e=j;if((c[e>>2]&c[o>>2]|0)==0?(c[e+4>>2]&c[o+4>>2]|0)==0:0){if((i|0)<(b|0)){a=1;n=14;break a}else{a=i;d=f}while(1){a=a+2|0;if((a|0)>(k|0))break b;d=c[(c[d+328>>2]|0)+328>>2]|0;o=d+48|0;if((c[o>>2]|0)==(g|0)?(c[o+4>>2]|0)==(h|0):0){a=1;n=14;break a}}}}while(0);i=i+2|0;if((i|0)>(k|0)){a=0;n=14;break}}if((n|0)==14)return a|0;return 0}function Ze(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[257705]=d;c[257704]=d;c[257706]=d+96;Mv(d,g);d=(c[257705]|0)+12|0;c[257705]=d;Mv(d,p);d=(c[257705]|0)+12|0;c[257705]=d;Mv(d,i);d=(c[257705]|0)+12|0;c[257705]=d;Mv(d,k);d=(c[257705]|0)+12|0;c[257705]=d;Mv(d,n);d=g+60|0;e=(c[257705]|0)+12|0;c[257705]=e;Mv(e,d);e=g+72|0;s=(c[257705]|0)+12|0;c[257705]=s;Mv(s,e);s=(c[257705]|0)+12|0;c[257705]=s;Mv(s,b);c[257705]=(c[257705]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function _e(){var a=0,b=0,d=0,e=0,f=0,g=0,h=0,i=0;f=0;do{g=(f|0)==6?7:56;if((f|0)==3){a=1;do{d=17800+(a<<2)|0;e=a^8;c[17800+(e<<2)>>2]=c[d>>2];b=17864+(a<<2)|0;c[17864+(e<<2)>>2]=c[b>>2];d=(c[b>>2]<<16)+(c[d>>2]|0)|0;b=0;do{h=b&7;i=h^7;h=(c[21544+(a<<7)+(b>>3<<4)+((i>>>0<h>>>0?i:h)<<2)>>2]|0)+d|0;c[1010016+(a*260|0)+(b<<2)>>2]=h;c[1010016+(e*260|0)+((b^g)<<2)>>2]=0-h;b=b+1|0}while((b|0)!=64);i=(c[18440+(a<<2)>>2]|0)+d|0;c[1010016+(a*260|0)+256>>2]=i;c[1010016+(e*260|0)+256>>2]=0-i;a=a+1|0}while((a|0)!=7)}else{a=1;do{e=17416+(f<<7)+(a<<2)|0;d=a^8;c[17416+(f<<7)+(d<<2)>>2]=c[e>>2];b=17416+(f<<7)+64+(a<<2)|0;c[17416+(f<<7)+64+(d<<2)>>2]=c[b>>2];e=(c[b>>2]<<16)+(c[e>>2]|0)|0;b=0;do{i=b&7;h=i^7;i=(c[18472+(f<<10)+(a<<7)+(b>>3<<4)+((h>>>0<i>>>0?h:i)<<2)>>2]|0)+e|0;c[997536+(f*4160|0)+(a*260|0)+(b<<2)>>2]=i;c[997536+(f*4160|0)+(d*260|0)+((b^g)<<2)>>2]=0-i;b=b+1|0}while((b|0)!=64);a=a+1|0}while((a|0)!=7)}f=f+1|0}while((f|0)!=8);return}function $e(a){a=a|0;If(a);Hv(a);return}function af(b){b=b|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0;s=l;l=l+8656|0;r=s+4544|0;k=s;g=s+444|0;q=s+432|0;e=c[228501]|0;j=b+176|0;if(e|0){f=(e|0)==2;m=de(j,g)|0;c[g+4096>>2]=m;a:do if((g|0)!=(m|0)){n=b+5532|0;o=q+11|0;p=q+4|0;h=r;i=e+-1|0;if((e|0)<2){f=0;e=0;while(1){f=ax(f|0,e|0,1,0)|0;e=z;i=Zc(1103852,0)|0;nh(q,c[g>>2]|0,(a[n>>0]|0)!=0);k=a[o>>0]|0;j=k<<24>>24<0;k=em(mc(mc(i,j?c[q>>2]|0:q,j?c[p>>2]|0:k&255)|0,37107,2)|0,1,0)|0;Ql(r,k+(c[(c[k>>2]|0)+-12>>2]|0)|0);j=qn(r,1104724)|0;j=eb[c[(c[j>>2]|0)+28>>2]&63](j,10)|0;rn(r);gm(k,j)|0;Wl(k)|0;Zc(k,1)|0;if((a[o>>0]|0)<0)Hv(c[q>>2]|0);g=g+8|0;if((g|0)==(m|0))break a}}if(f){f=0;e=0;do{i=c[g>>2]|0;Oe(j,i,k,Me(j,i)|0);i=(de(j,r)|0)-h>>3;f=ax(i|0,0,f|0,e|0)|0;e=z;Qe(j,c[g>>2]|0);v=Zc(1103852,0)|0;nh(q,c[g>>2]|0,(a[n>>0]|0)!=0);t=a[o>>0]|0;u=t<<24>>24<0;i=em(mc(mc(v,u?c[q>>2]|0:q,u?c[p>>2]|0:t&255)|0,37107,2)|0,i,0)|0;Ql(r,i+(c[(c[i>>2]|0)+-12>>2]|0)|0);t=qn(r,1104724)|0;t=eb[c[(c[t>>2]|0)+28>>2]&63](t,10)|0;rn(r);gm(i,t)|0;Wl(i)|0;Zc(i,1)|0;if((a[o>>0]|0)<0)Hv(c[q>>2]|0);g=g+8|0}while((g|0)!=(m|0))}else{f=0;e=0;do{u=c[g>>2]|0;Oe(j,u,k,Me(j,u)|0);u=bf(j,i)|0;v=z;f=ax(u|0,v|0,f|0,e|0)|0;e=z;Qe(j,c[g>>2]|0);w=Zc(1103852,0)|0;nh(q,c[g>>2]|0,(a[n>>0]|0)!=0);t=a[o>>0]|0;h=t<<24>>24<0;v=em(mc(mc(w,h?c[q>>2]|0:q,h?c[p>>2]|0:t&255)|0,37107,2)|0,u,v)|0;Ql(r,v+(c[(c[v>>2]|0)+-12>>2]|0)|0);u=qn(r,1104724)|0;u=eb[c[(c[u>>2]|0)+28>>2]&63](u,10)|0;rn(r);gm(v,u)|0;Wl(v)|0;Zc(v,1)|0;if((a[o>>0]|0)<0)Hv(c[q>>2]|0);g=g+8|0}while((g|0)!=(m|0))}}else{f=0;e=0}while(0);w=b+160|0;qa(w|0,f|0,e|0,5);v=mc(Zc(1103852,0)|0,37110,17)|0;w=pa(w|0,5)|0;w=mc(em(v,w,z)|0,38979,1)|0;Ql(r,w+(c[(c[w>>2]|0)+-12>>2]|0)|0);v=qn(r,1104724)|0;v=eb[c[(c[v>>2]|0)+28>>2]&63](v,10)|0;rn(r);gm(w,v)|0;Wl(w)|0;Zc(w,1)|0;l=s;return}e=c[b+5516>>2]|0;c[257707]=e;Xg(914064,913920,e,c[b+5512>>2]|0);a[1102892]=(d[1102892]|0)+4;e=b+5544|0;f=c[e>>2]|0;g=b+5548|0;if((f|0)!=(c[g>>2]|0)){e=c[275709]|0;g=c[275710]|0;if((e|0)!=(g|0))do{f=c[e>>2]|0;if((f|0)!=(b|0))Ng(f);e=e+4|0}while((e|0)!=(g|0));df(b);l=s;return}c[r>>2]=0;if(f>>>0<(c[b+5552>>2]|0)>>>0){c[f>>2]=-32001;c[f+4>>2]=-32001;c[f+8>>2]=0;c[f+12>>2]=0;v=Ev(4)|0;c[f+20>>2]=v;w=v+4|0;c[f+28>>2]=w;c[v>>2]=0;c[f+24>>2]=w;c[g>>2]=(c[g>>2]|0)+32}else cf(e,r);if(!(qc(j)|0)){w=(c[b+5528>>2]|0)+56|0;if((c[w>>2]|0)==0&(c[w+4>>2]|0)==0)e=(c[b+5536>>2]|0)==1?32e3:0;else e=-32e3}else e=rc(j,0,0)|0;t=mc(Zc(1103852,0)|0,37128,19)|0;sh(k,e);w=k+11|0;v=a[w>>0]|0;u=v<<24>>24<0;v=mc(t,u?c[k>>2]|0:k,u?c[k+4>>2]|0:v&255)|0;Ql(r,v+(c[(c[v>>2]|0)+-12>>2]|0)|0);u=qn(r,1104724)|0;u=eb[c[(c[u>>2]|0)+28>>2]&63](u,10)|0;rn(r);gm(v,u)|0;Wl(v)|0;Zc(v,1)|0;if((a[w>>0]|0)<0)Hv(c[k>>2]|0);l=s;return}function bf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0;k=l;l=l+8640|0;i=k;d=k+4532|0;g=k+432|0;j=de(a,d)|0;c[d+4096>>2]=j;if((d|0)==(j|0)){i=0;j=0;z=i;l=k;return j|0}h=g;f=b+-1|0;if((b|0)==2){e=d;b=0;d=0;do{f=c[e>>2]|0;Oe(a,f,i,Me(a,f)|0);b=ax((de(a,g)|0)-h>>3|0,0,b|0,d|0)|0;d=z;Qe(a,c[e>>2]|0);e=e+8|0}while((e|0)!=(j|0));z=d;l=k;return b|0}else{e=d;b=0;d=0;do{h=c[e>>2]|0;Oe(a,h,i,Me(a,h)|0);h=bf(a,f)|0;b=ax(h|0,z|0,b|0,d|0)|0;d=z;Qe(a,c[e>>2]|0);e=e+8|0}while((e|0)!=(j|0));z=d;l=k;return b|0}return 0}function cf(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;n=a+4|0;i=c[n>>2]|0;e=c[a>>2]|0;k=i-e>>5;f=k+1|0;d=e;g=i;if(f>>>0>134217727)Ut(a);m=a+8|0;l=(c[m>>2]|0)-e|0;h=l>>4;h=l>>5>>>0<67108863?(h>>>0<f>>>0?f:h):134217727;do if(h)if(h>>>0>134217727)Ia();else{j=Ev(h<<5)|0;break}else j=0;while(0);e=j+(k<<5)|0;f=e;l=j+(h<<5)|0;o=c[b>>2]|0;c[e>>2]=-32001;c[j+(k<<5)+4>>2]=-32001;c[j+(k<<5)+8>>2]=0;c[j+(k<<5)+12>>2]=0;b=Ev(4)|0;c[j+(k<<5)+20>>2]=b;h=b+4|0;c[j+(k<<5)+28>>2]=h;c[b>>2]=o;c[j+(k<<5)+24>>2]=h;h=e+32|0;if((g|0)!=(d|0)){do{k=e+-32|0;j=g;g=g+-32|0;c[k>>2]=c[g>>2];c[k+4>>2]=c[g+4>>2];c[k+8>>2]=c[g+8>>2];c[k+12>>2]=c[g+12>>2];c[k+16>>2]=c[g+16>>2];k=e+-12|0;o=j+-12|0;c[k>>2]=0;b=e+-8|0;c[b>>2]=0;c[e+-4>>2]=0;c[k>>2]=c[o>>2];k=j+-8|0;c[b>>2]=c[k>>2];j=j+-4|0;c[e+-4>>2]=c[j>>2];c[j>>2]=0;c[k>>2]=0;c[o>>2]=0;e=f+-32|0;f=e}while((g|0)!=(d|0));i=c[a>>2]|0;d=c[n>>2]|0}c[a>>2]=f;c[n>>2]=h;c[m>>2]=l;h=i;if((d|0)!=(h|0))do{e=c[d+-12>>2]|0;if(e|0){f=d+-8|0;g=c[f>>2]|0;if((g|0)!=(e|0))c[f>>2]=g+(~((g+-4-e|0)>>>2)<<2);Hv(e)}d=d+-32|0}while((d|0)!=(h|0));if(!i)return;Hv(i);return}function df(b){b=b|0;var d=0,e=0,f=0,g=0,i=0,j=0,k=0,m=0,n=0;n=l;l=l+32|0;i=n+16|0;j=n+12|0;k=n+24|0;m=n;c[259062]=0;c[259063]=0;d=c[c[275709]>>2]|0;c[259064]=(d|0)==(b|0)?d:0;h[114253]=1.0;c[257707]=c[b+5516>>2];px(1030992+-160|0,0,280)|0;d=b+42684|0;c[1030992+-156>>2]=d;c[1030992+-116>>2]=d;c[1030992+-76>>2]=d;c[1030992+-36>>2]=d;c[259059]=-32001;c[259061]=-32001;c[259058]=-32001;c[259060]=32001;d=c[259064]|0;if(d|0){h[d+2139840>>3]=0.0;a[1172181]=0}c[m+8>>2]=0;g=m+11|0;a[g>>0]=7;a[m>>0]=a[39504]|0;a[m+1>>0]=a[39505]|0;a[m+2>>0]=a[39506]|0;a[m+3>>0]=a[39507]|0;a[m+4>>0]=a[39508]|0;a[m+5>>0]=a[39509]|0;a[m+6>>0]=a[39510]|0;a[m+7>>0]=0;c[j>>2]=m;Jc(i,1103028,m,1172182,j,k);c[259065]=~~+xh((c[i>>2]|0)+28|0)>>>0;if((a[g>>0]|0)<0)Hv(c[m>>2]|0);d=Ev(16)|0;c[m>>2]=d;c[m+8>>2]=-2147483632;c[m+4>>2]=11;e=d;f=39512;g=e+11|0;do{a[e>>0]=a[f>>0]|0;e=e+1|0;f=f+1|0}while((e|0)<(g|0));a[d+11>>0]=0;c[j>>2]=m;Jc(i,1103028,m,1172182,j,k);d=~~+xh((c[i>>2]|0)+28|0);k=914032;c[k>>2]=d;c[k+4>>2]=0;if((a[m+11>>0]|0)<0){Hv(c[m>>2]|0);d=c[228508]|0}e=c[259065]|0;if((d|0)>=20){m=e;k=b+5544|0;j=b+5548|0;j=c[j>>2]|0;k=c[k>>2]|0;k=j-k|0;k=k>>5;j=k>>>0<m>>>0;m=j?k:m;c[259065]=m;Ka(168,b|0,0);l=n;return}m=e>>>0>4?e:4;c[259065]=m;k=b+5544|0;j=b+5548|0;j=c[j>>2]|0;k=c[k>>2]|0;k=j-k|0;k=k>>5;j=k>>>0<m>>>0;m=j?k:m;c[259065]=m;Ka(168,b|0,0);l=n;return}function ef(a){a=a|0;ff(a);return}function ff(b){b=b|0;var e=0,f=0,g=0,i=0.0,j=0.0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0.0;J=l;l=l+96|0;I=J+32|0;E=J+80|0;F=J+76|0;G=J+16|0;H=J;p=J+64|0;o=J+52|0;c[G>>2]=0;c[G+4>>2]=0;c[G+8>>2]=0;C=G+11|0;a[C>>0]=8;e=G;c[e>>2]=1953394499;c[e+4>>2]=1953525093;a[G+8>>0]=0;c[E>>2]=G;Jc(I,1103028,G,1172182,E,F);e=(~~+xh((c[I>>2]|0)+28|0)*240|0)/100|0;if((a[C>>0]|0)<0)Hv(c[G>>2]|0);if(!(c[228502]|0)){f=Ev(16)|0;c[G>>2]=f;c[G+8>>2]=-2147483632;c[G+4>>2]=15;k=f;m=39606;n=k+15|0;do{a[k>>0]=a[m>>0]|0;k=k+1|0;m=m+1|0}while((k|0)<(n|0));a[f+15>>0]=0;c[E>>2]=G;Jc(I,1103028,G,1172182,E,F);f=+xh((c[I>>2]|0)+28|0)!=0.0;if((a[G+11>>0]|0)<0)Hv(c[G>>2]|0);if(f)g=7}else g=7;if((g|0)==7){f=Ev(32)|0;c[G>>2]=f;c[G+8>>2]=-2147483616;c[G+4>>2]=17;k=f;m=39433;n=k+17|0;do{a[k>>0]=a[m>>0]|0;k=k+1|0;m=m+1|0}while((k|0)<(n|0));a[f+17>>0]=0;c[E>>2]=G;Jc(I,1103028,G,1172182,E,F);if(Ih((c[I>>2]|0)+28|0,39451)|0)e=0;else{f=Ev(32)|0;c[H>>2]=f;c[H+8>>2]=-2147483616;c[H+4>>2]=17;k=f;m=39433;n=k+17|0;do{a[k>>0]=a[m>>0]|0;k=k+1|0;m=m+1|0}while((k|0)<(n|0));a[f+17>>0]=0;c[E>>2]=H;Jc(I,1103028,H,1172182,E,F);if(!(Ih((c[I>>2]|0)+28|0,39467)|0)){f=Ev(32)|0;c[p>>2]=f;c[p+8>>2]=-2147483616;c[p+4>>2]=17;k=f;m=39433;n=k+17|0;do{a[k>>0]=a[m>>0]|0;k=k+1|0;m=m+1|0}while((k|0)<(n|0));a[f+17>>0]=0;c[E>>2]=p;Jc(I,1103028,p,1172182,E,F);C=Ih((c[I>>2]|0)+28|0,39455)|0;if(C&(c[257707]|0)==1)e=0-e|0;else{f=Ev(32)|0;c[o>>2]=f;c[o+8>>2]=-2147483616;c[o+4>>2]=17;k=f;m=39433;n=k+17|0;do{a[k>>0]=a[m>>0]|0;k=k+1|0;m=m+1|0}while((k|0)<(n|0));a[f+17>>0]=0;c[E>>2]=o;Jc(I,1103028,o,1172182,E,F);C=Ih((c[I>>2]|0)+28|0,39461)|0;e=C&(c[257707]|0)==0?0-e|0:e;if((a[o+11>>0]|0)<0)Hv(c[o>>2]|0)}if((a[p+11>>0]|0)<0)Hv(c[p>>2]|0)}if((a[H+11>>0]|0)<0)Hv(c[H>>2]|0)}if((a[G+11>>0]|0)<0)Hv(c[G>>2]|0)}A=(((e|0)/2|0)<<16)+e|0;y=b+2139836|0;c[y>>2]=(c[257707]|0)==0?A:0-A|0;A=b+5556|0;C=(c[A>>2]|0)+1|0;c[A>>2]=C;do if((C|0)<128?(a[1102848]&1)==0:0){C=c[228499]|0;g=c[259064]|0;if((C|0)!=0&(g|0)!=0?(c[A>>2]|0)>(C|0):0)break;f=c[b+80>>2]|0;if(f|0?(C=((f+-1|0)>>>0)%20|0,(((c[26684+(C<<2)>>2]|0)+(c[A>>2]|0)|0)/(c[26764+(C<<2)>>2]|0)|0)&1|0):0){Ka(168,b|0,0);l=J;return}f=g+2139840|0;if(g|0){h[f>>3]=+h[f>>3]*.517;a[1172181]=0}B=b+5544|0;f=c[B>>2]|0;C=b+5548|0;g=c[C>>2]|0;if((f|0)!=(g|0))do{c[f+4>>2]=c[f>>2];f=f+32|0}while((f|0)!=(g|0));q=b+144|0;c[q>>2]=0;r=b+140|0;c[r>>2]=0;a:do if(c[259065]|0){s=b+148|0;t=b+176|0;u=E+11|0;v=E+4|0;w=E+11|0;x=E+4|0;f=0;do{if(a[1102848]&1)break a;n=c[r>>2]|0;if((n|0)==(c[q>>2]|0)){g=c[B>>2]|0;f=(c[C>>2]|0)-g>>5;k=g+(n<<5)+12|0;m=n;do{m=m+1|0;if(m>>>0>=f>>>0)break}while((c[g+(m<<5)+12>>2]|0)==(c[k>>2]|0));c[q>>2]=m;f=n}c[s>>2]=0;g=c[A>>2]|0;if((g|0)>=5){p=c[(c[B>>2]|0)+(n<<5)+4>>2]|0;c[259061]=18;o=p+-18|0;c[259059]=(o|0)>-32001?o:-32001;o=p+18|0;c[259060]=(o|0)<32001?o:32001;p=((p*88|0)/(((p|0)>-1?p:0-p|0)+200|0)|0)+e|0;p=(((p|0)/2|0)<<16)+p|0;c[y>>2]=(c[257707]|0)==0?p:0-p|0}b:while(1){c[259058]=gf(t,1030992,c[259059]|0,c[259060]|0,g)|0;o=c[B>>2]|0;m=c[r>>2]|0;p=c[q>>2]|0;n=o+(p<<5)|0;o=o+(m<<5)|0;m=p-m<<5;p=m>>5;if((m|0)>0){k=(p|0)<67108863?p:67108863;while(1){g=Fv(k<<5,1174260)|0;if(g|0)break;k=k>>>1;if(!k){g=0;k=0;break}}m=g}else{m=0;k=0;g=0}c[F>>2]=o;c[G>>2]=n;c[E>>2]=c[F>>2];c[I>>2]=c[G>>2];hf(E,I,H,p,m,k);if(m|0)Hv(g);if(a[1102848]&1)break;do if((c[259064]|0)!=0&(c[259065]|0)==1){p=c[259058]|0;if((p|0)>(c[259059]|0)&(p|0)<(c[259060]|0))break;p=913968;if((c[p>>2]|0)==0&(c[p+4>>2]|0)==0){k=tk()|0;k=ex(k|0,z|0,1e3,0)|0;g=914072;g=bx(k|0,z|0,c[g>>2]|0,c[g+4>>2]|0)|0;k=z}else{g=c[275709]|0;n=c[275710]|0;if((g|0)==(n|0))break;else{m=0;k=0}do{p=pa((c[g>>2]|0)+160|0,0)|0;m=ax(p|0,z|0,m|0,k|0)|0;k=z;g=g+4|0}while((g|0)!=(n|0));g=m}if(!((k|0)>0|(k|0)==0&g>>>0>2500))break;n=Zc(1103852,0)|0;jf(E,t,c[A>>2]|0,c[259059]|0,c[259060]|0);p=a[u>>0]|0;o=p<<24>>24<0;p=mc(n,o?c[E>>2]|0:E,o?c[v>>2]|0:p&255)|0;Ql(I,p+(c[(c[p>>2]|0)+-12>>2]|0)|0);o=qn(I,1104724)|0;o=eb[c[(c[o>>2]|0)+28>>2]&63](o,10)|0;rn(I);gm(p,o)|0;Wl(p)|0;Zc(p,1)|0;if((a[u>>0]|0)<0)Hv(c[E>>2]|0)}while(0);m=c[259058]|0;g=c[259059]|0;k=c[259060]|0;do if((m|0)>(g|0)){if((m|0)<(k|0))break b;g=c[259061]|0;p=g+m|0;c[259060]=(p|0)<32001?p:32001}else{c[259060]=(k+g|0)/2|0;g=c[259061]|0;p=m-g|0;c[259059]=(p|0)>-32001?p:-32001;if(!(c[259064]|0))break;a[1172181]=1;a[1102850]=0;g=c[259061]|0}while(0);c[259061]=g+5+((g|0)/4|0);g=c[A>>2]|0}o=c[B>>2]|0;n=o+(c[r>>2]<<5)+32|0;o=o+(f<<5)|0;m=n-o|0;p=m>>5;if((m|0)>0){k=(p|0)<67108863?p:67108863;while(1){g=Fv(k<<5,1174260)|0;if(g|0)break;k=k>>>1;if(!k){g=0;k=0;break}}m=g}else{m=0;k=0;g=0}c[F>>2]=o;c[G>>2]=n;c[E>>2]=c[F>>2];c[I>>2]=c[G>>2];hf(E,I,H,p,m,k);if(m|0)Hv(g);c:do if(c[259064]|0){do if(!(a[1102848]&1)){if(((c[r>>2]|0)+1|0)==(c[259065]|0))break;p=913968;if((c[p>>2]|0)==0&(c[p+4>>2]|0)==0){k=tk()|0;k=ex(k|0,z|0,1e3,0)|0;g=914072;g=bx(k|0,z|0,c[g>>2]|0,c[g+4>>2]|0)|0;k=z}else{g=c[275709]|0;n=c[275710]|0;if((g|0)==(n|0))break c;else{m=0;k=0}do{p=pa((c[g>>2]|0)+160|0,0)|0;m=ax(p|0,z|0,m|0,k|0)|0;k=z;g=g+4|0}while((g|0)!=(n|0));g=m}if(!((k|0)>0|(k|0)==0&g>>>0>2500))break c}while(0);n=Zc(1103852,0)|0;jf(E,t,c[A>>2]|0,c[259059]|0,c[259060]|0);p=a[w>>0]|0;o=p<<24>>24<0;p=mc(n,o?c[E>>2]|0:E,o?c[x>>2]|0:p&255)|0;Ql(I,p+(c[(c[p>>2]|0)+-12>>2]|0)|0);o=qn(I,1104724)|0;o=eb[c[(c[o>>2]|0)+28>>2]&63](o,10)|0;rn(I);gm(p,o)|0;Wl(p)|0;Zc(p,1)|0;if((a[w>>0]|0)<0)Hv(c[E>>2]|0)}while(0);p=(c[r>>2]|0)+1|0;c[r>>2]=p}while(p>>>0<(c[259065]|0)>>>0)}while(0);if(!(a[1102848]&1))c[b+5560>>2]=c[A>>2];e=c[c[(c[B>>2]|0)+20>>2]>>2]|0;if((e|0)!=(c[259062]|0)){c[259062]=e;c[259063]=c[A>>2]}I=c[228500]|0;H=c[259058]|0;if((I|0)!=0&(H|0)>31743?(32e3-H|0)<=(I<<1|0):0)a[1102848]=1;if(!(c[259064]|0)){Ka(168,b|0,0);l=J;return}I=c[228508]|0;if((I|0)<20?(I+1|0)==(c[A>>2]|0):0)kf(c[259065]|0)|0;A=c[228500]|0;E=913976;F=c[228499]|0;G=914016;H=c[228501]|0;I=c[228502]|0;do if((((A|c[E>>2]|F|c[G>>2]|H|I|0)==0?(((A|0)<0)<<31>>31|c[E+4>>2]|((F|0)<0)<<31>>31|c[G+4>>2]|((H|0)<0)<<31>>31|((I|0)<0)<<31>>31|0)==0:0)?(a[1102848]&1)==0:0)?(a[1102850]&1)==0:0){e=c[259064]|0;m=(0-(d[1172181]|0)&119)+306+(O((c[259058]|0)-(c[e+2139856>>2]|0)|0,-6)|0)|0;m=(m|0)<832?m:832;h[114253]=1.0;G=c[259063]|0;f=c[b+5560>>2]|0;I=(G*3|0)<(f|0);i=I?1.25:1.0;H=(G<<2|0)<(f|0);K=i*1.25;i=H?K:i;f=(G*5|0)<(f|0);j=i*1.25;h[114253]=f?j:H?K:I?1.25:1.0;m=(m|0)>246?m:246;if(((c[C>>2]|0)-(c[B>>2]|0)|0)!=32){i=(+h[e+2139840>>3]+1.0)*(+D(+(+h[e+2139848>>3]),.528)/(f?j:i));I=913968;do if((c[I>>2]|0)==0&(c[I+4>>2]|0)==0){f=tk()|0;f=ex(f|0,z|0,1e3,0)|0;e=914072;e=bx(f|0,z|0,c[e>>2]|0,c[e+4>>2]|0)|0;f=z}else{e=c[275709]|0;k=c[275710]|0;if((e|0)==(k|0)){f=0;e=0;break}else{g=0;f=0}do{I=pa((c[e>>2]|0)+160|0,0)|0;g=ax(I|0,z|0,g|0,f|0)|0;f=z;e=e+4|0}while((e|0)!=(k|0));e=g}while(0);I=914080;if(!(+(e>>>0)+4294967296.0*+(f|0)>+(m|0)*(i*(+((c[I>>2]|0)>>>0)+4294967296.0*+(c[I+4>>2]|0)))/581.0))break}if(!(a[1102849]&1)){a[1102848]=1;break}else{a[1102850]=1;break}}while(0);Ka(168,b|0,0);l=J;return}while(0);e=c[259064]|0;if(!e){l=J;return}h[e+2139848>>3]=+h[114253];if((c[228508]|0)<20){k=c[b+5544>>2]|0;e=c[b+5548>>2]|0;f=c[228509]|0;if(!f)f=kf(c[259065]|0)|0;d:do if((k|0)==(e|0))e=k;else{g=k;do{if((c[c[g+20>>2]>>2]|0)==(f|0)){e=g;break d}g=g+32|0}while((g|0)!=(e|0))}while(0);c[I>>2]=c[k>>2];c[I+4>>2]=c[k+4>>2];c[I+8>>2]=c[k+8>>2];c[I+12>>2]=c[k+12>>2];c[I+16>>2]=c[k+16>>2];G=k+20|0;C=c[G>>2]|0;b=k+24|0;F=c[b>>2]|0;B=k+28|0;H=c[B>>2]|0;c[B>>2]=0;c[b>>2]=0;c[G>>2]=0;c[k>>2]=c[e>>2];c[k+4>>2]=c[e+4>>2];c[k+8>>2]=c[e+8>>2];c[k+12>>2]=c[e+12>>2];c[k+16>>2]=c[e+16>>2];E=e+20|0;c[G>>2]=c[E>>2];G=e+24|0;c[b>>2]=c[G>>2];b=e+28|0;c[B>>2]=c[b>>2];c[e>>2]=c[I>>2];c[e+4>>2]=c[I+4>>2];c[e+8>>2]=c[I+8>>2];c[e+12>>2]=c[I+12>>2];c[e+16>>2]=c[I+16>>2];c[E>>2]=C;c[G>>2]=F;c[b>>2]=H;e=c[259064]|0;if(!e){l=J;return}}Ka(169,e|0,0);l=J;return}
function ub(a){a=a|0;var b=0;b=l;l=l+a|0;l=l+15&-16;return b|0}function vb(){return l|0}function wb(a){a=a|0;l=a}function xb(a,b){a=a|0;b=b|0;l=a;m=b}function yb(a,b){a=a|0;b=b|0;if(!o){o=a;p=b}}function zb(a){a=a|0;z=a}function Ab(){return z|0}function Bb(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;return (c[920156+((d<<6|a|b<<13&57344|e<<12|6-(b>>>3)<<15)>>>5<<2)>>2]&1<<(a&31)|0)!=0|0}function Cb(){var a=0,b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;n=Ev(3932160)|0;px(n|0,0,3932160)|0;f=0;do{g=f&63;i=f>>>6&63;k=f>>>12&1;a=6-(f>>>15&7)<<3;h=a|f>>>13&3;do if(!((i|0)==(h|0)|((g|0)==(h|0)?1:(c[944732+(g<<8)+(i<<2)>>2]|0)<2))){if(k|0){b=122368+(i<<3)|0;a=c[b>>2]|0;b=c[b+4>>2]|0;e=122368+(g<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;o=123392+(h<<3)|0;if(!((a&~(c[o>>2]|d)|0)==0?(b&~(c[o+4>>2]|e)|0)==0:0)?(o=45760+(h<<3)|0,(a&~d&c[o>>2]|0)==0?(b&~e&c[o+4>>2]|0)==0:0):0){a=1;break}a=2;break}o=123392+(h<<3)|0;e=45760+(i<<3)|0;if((c[e>>2]&c[o>>2]|0)==0?(c[e+4>>2]&c[o+4>>2]|0)==0:0){if((a|0)==48?(j=h+8|0,(g|0)!=(j|0)):0){if((c[944732+(i<<8)+(j<<2)>>2]|0)>1){a=4;break}o=122368+(g<<3)|0;e=45760+(j<<3)|0;if(!((c[e>>2]&c[o>>2]|0)==0?(c[e+4>>2]&c[o+4>>2]|0)==0:0)){a=4;break}}a=1}else a=0}else a=0;while(0);c[n+(f*20|0)>>2]=k;c[n+(f*20|0)+4>>2]=g;c[n+(f*20|0)+8>>2]=i;c[n+(f*20|0)+12>>2]=h;c[n+(f*20|0)+16>>2]=a;f=f+1|0}while((f|0)!=196608);do{i=0;j=0;do{h=n+(i*20|0)+16|0;if((c[h>>2]|0)==1){if(!(c[n+(i*20|0)>>2]|0)){g=c[n+(i*20|0)+4>>2]|0;e=122368+(g<<3)|0;d=c[e>>2]|0;e=c[e+4>>2]|0;if((d|0)==0&(e|0)==0){a=0;b=c[n+(i*20|0)+12>>2]|0}else{b=c[n+(i*20|0)+12>>2]|0;f=c[n+(i*20|0)+8>>2]<<6|b<<13&57344|6-(b>>>3)<<15;a=0;do{o=Sa(d|0,e|0,0)|0;k=ax(d|0,e|0,-1,-1)|0;d=k&d;e=z&e;a=c[n+((f|o|4096)*20|0)+16>>2]|a}while(!((d|0)==0&(e|0)==0))}if((b>>3|0)<6){o=b+8|0;a=c[n+((g|o<<13&57344|6-(o>>>3)<<15|c[n+(i*20|0)+8>>2]<<6|4096)*20|0)+16>>2]|a}if(((b&-8|0)==8?(l=b+8|0,(l|0)!=(g|0)):0)?(m=c[n+(i*20|0)+8>>2]|0,(l|0)!=(m|0)):0){o=b+16|0;a=c[n+((g|o<<13&57344|6-(o>>>3)<<15|m<<6|4096)*20|0)+16>>2]|a}a=(a&4|0)==0?2-(a&1)|0:4}else{d=122368+(c[n+(i*20|0)+8>>2]<<3)|0;b=c[d>>2]|0;d=c[d+4>>2]|0;if((b|0)==0&(d|0)==0)a=0;else{e=c[n+(i*20|0)+12>>2]|0;e=e<<13&57344|c[n+(i*20|0)+4>>2]|6-(e>>>3)<<15;a=0;do{o=Sa(b|0,d|0,0)|0;k=ax(b|0,d|0,-1,-1)|0;b=k&b;d=z&d;a=c[n+((e|o<<6)*20|0)+16>>2]|a}while(!((b|0)==0&(d|0)==0))}a=(a&2|0)==0?(a&1|0?1:4):2}c[h>>2]=a;a=(a|0)!=1}else a=0;j=a&1|j;i=i+1|0}while((i|0)!=196608)}while((j|0)!=0);a=0;do{b=920156+(a>>>5<<2)|0;if((c[n+(a*20|0)+16>>2]|0)==4)c[b>>2]=c[b>>2]|1<<(a&31);a=a+1|0}while((a|0)!=196608);Hv(n);return}function Db(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[230037]=d;c[230036]=d;c[230038]=d+96;Mv(d,g);d=(c[230037]|0)+12|0;c[230037]=d;Mv(d,p);d=(c[230037]|0)+12|0;c[230037]=d;Mv(d,i);d=(c[230037]|0)+12|0;c[230037]=d;Mv(d,k);d=(c[230037]|0)+12|0;c[230037]=d;Mv(d,n);d=g+60|0;e=(c[230037]|0)+12|0;c[230037]=e;Mv(e,d);e=g+72|0;s=(c[230037]|0)+12|0;c[230037]=s;Mv(s,e);s=(c[230037]|0)+12|0;c[230037]=s;Mv(s,b);c[230037]=(c[230037]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function Eb(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240280]=d;c[240279]=d;c[240281]=d+96;Mv(d,g);d=(c[240280]|0)+12|0;c[240280]=d;Mv(d,p);d=(c[240280]|0)+12|0;c[240280]=d;Mv(d,i);d=(c[240280]|0)+12|0;c[240280]=d;Mv(d,k);d=(c[240280]|0)+12|0;c[240280]=d;Mv(d,n);d=g+60|0;e=(c[240280]|0)+12|0;c[240280]=e;Mv(e,d);e=g+72|0;s=(c[240280]|0)+12|0;c[240280]=s;Mv(s,e);s=(c[240280]|0)+12|0;c[240280]=s;Mv(s,b);c[240280]=(c[240280]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function Fb(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0;b=0;do{s=b-(b>>>1&21845)|0;s=(s>>>2&13107)+(s&13107)|0;a[1106644+b>>0]=(((s>>>4)+s&3855)*257|0)>>>8;b=b+1|0}while((b|0)!=65536);b=0;do{r=kx(1,0,b|0)|0;s=45760+(b<<3)|0;c[s>>2]=r;c[s+4>>2]=z;b=b+1|0}while((b|0)!=64);s=46272;c[s>>2]=16843009;c[s+4>>2]=16843009;s=46280;c[s>>2]=33686018;c[s+4>>2]=33686018;s=46288;c[s>>2]=67372036;c[s+4>>2]=67372036;s=46296;c[s>>2]=134744072;c[s+4>>2]=134744072;s=46304;c[s>>2]=269488144;c[s+4>>2]=269488144;s=46312;c[s>>2]=538976288;c[s+4>>2]=538976288;s=46320;c[s>>2]=1077952576;c[s+4>>2]=1077952576;s=46328;c[s>>2]=-2139062144;c[s+4>>2]=-2139062144;s=46336;c[s>>2]=255;c[s+4>>2]=0;s=46344;c[s>>2]=65280;c[s+4>>2]=0;s=46352;c[s>>2]=16711680;c[s+4>>2]=0;s=46360;c[s>>2]=-16777216;c[s+4>>2]=0;s=46368;c[s>>2]=0;c[s+4>>2]=255;s=46376;c[s>>2]=0;c[s+4>>2]=65280;s=46384;c[s>>2]=0;c[s+4>>2]=16711680;s=46392;c[s>>2]=0;c[s+4>>2]=-16777216;s=46400;c[s>>2]=33686018;c[s+4>>2]=33686018;s=46408;c[s>>2]=84215045;c[s+4>>2]=84215045;s=46416;c[s>>2]=168430090;c[s+4>>2]=168430090;s=46424;c[s>>2]=336860180;c[s+4>>2]=336860180;s=46432;c[s>>2]=673720360;c[s+4>>2]=673720360;s=46440;c[s>>2]=1347440720;c[s+4>>2]=1347440720;s=46448;c[s>>2]=-1600085856;c[s+4>>2]=-1600085856;s=46456;c[s>>2]=1077952576;c[s+4>>2]=1077952576;s=46528;r=c[s>>2]|0;s=c[s+4>>2]|0;b=46536;c[b>>2]=r|255;c[b+4>>2]=s;b=46464;c[b>>2]=r&-256^-256;c[b+4>>2]=~s;b=46544;c[b>>2]=r|65535;c[b+4>>2]=s;b=46472;c[b>>2]=r&-65536^-65536;c[b+4>>2]=~s;b=46552;c[b>>2]=r|16777215;c[b+4>>2]=s;b=46480;c[b>>2]=r&-16777216^-16777216;c[b+4>>2]=~s;b=46560;c[b>>2]=-1;c[b+4>>2]=s;b=46488;c[b>>2]=0;c[b+4>>2]=~s;b=46568;c[b>>2]=-1;c[b+4>>2]=s|255;b=46496;c[b>>2]=0;c[b+4>>2]=s&-256^-256;b=46576;c[b>>2]=-1;c[b+4>>2]=s|65535;b=46504;c[b>>2]=0;c[b+4>>2]=s&-65536^-65536;b=46584;c[b>>2]=-1;c[b+4>>2]=s|16777215;b=46512;c[b>>2]=0;c[b+4>>2]=s&-16777216^-16777216;b=0;do{r=46464+(b>>3<<3)|0;p=c[r>>2]|0;r=c[r+4>>2]|0;s=b&7;q=46272+(s<<3)|0;o=c[q>>2]&p;q=c[q+4>>2]&r;n=116224+(b<<3)|0;c[n>>2]=o;c[n+4>>2]=q;s=46400+(s<<3)|0;p=c[s>>2]&p;r=c[s+4>>2]&r;s=118272+(b<<3)|0;c[s>>2]=p;c[s+4>>2]=r;s=117248+(b<<3)|0;c[s>>2]=o|p;c[s+4>>2]=q|r;b=b+1|0}while((b|0)!=64);b=0;do{r=46528+(b>>3<<3)|0;p=c[r>>2]|0;r=c[r+4>>2]|0;s=b&7;q=46272+(s<<3)|0;o=c[q>>2]&p;q=c[q+4>>2]&r;n=116736+(b<<3)|0;c[n>>2]=o;c[n+4>>2]=q;s=46400+(s<<3)|0;p=c[s>>2]&p;r=c[s+4>>2]&r;s=118784+(b<<3)|0;c[s>>2]=p;c[s+4>>2]=r;s=117760+(b<<3)|0;c[s>>2]=o|p;c[s+4>>2]=q|r;b=b+1|0}while((b|0)!=64);d=0;do{e=d&7;f=d>>3;b=0;do{if((d|0)!=(b|0)){s=b&7;s=e>>>0<s>>>0?s-e|0:e-s|0;q=b>>3;q=(f|0)<(q|0)?q-f|0:f-q|0;s=(s|0)<(q|0)?q:s;c[944732+(d<<8)+(b<<2)>>2]=s;s=112128+(d<<6)+(s+-1<<3)|0;q=45760+(b<<3)|0;p=s;r=c[p+4>>2]|c[q+4>>2];c[s>>2]=c[p>>2]|c[q>>2];c[s+4>>2]=r}b=b+1|0}while((b|0)!=64);d=d+1|0}while((d|0)!=64);g=0;while(1){i=(g|0)==0;h=4608;do{j=c[h>>2]|0;k=c[4620+(j*20|0)>>2]|0;l=(57>>>j&1|0)==0;m=(j|0)==1;f=0;do{a:do if(l){d=123392+(g<<9)+(f<<3)|0;e=119296+(j<<9)+(f<<3)|0;if(i){if(!m){d=0;b=k;while(1){b=b+f|0;if(b>>>0<64?(c[944732+(f<<8)+(b<<2)>>2]|0)<3:0){q=45760+(b<<3)|0;p=e;r=c[p+4>>2]|c[q+4>>2];s=e;c[s>>2]=c[p>>2]|c[q>>2];c[s+4>>2]=r}d=d+1|0;b=c[4620+(j*20|0)+(d<<2)>>2]|0;if(!b)break a}}b=k+f|0;if(b>>>0<64?(c[944732+(f<<8)+(b<<2)>>2]|0)<3:0){q=45760+(b<<3)|0;p=d;r=c[p+4>>2]|c[q+4>>2];s=d;c[s>>2]=c[p>>2]|c[q>>2];c[s+4>>2]=r}b=f+9|0;if(b>>>0>=64)break;if((c[944732+(f<<8)+(b<<2)>>2]|0)>=3)break;q=45760+(b<<3)|0;p=d;r=c[p+4>>2]|c[q+4>>2];s=d;c[s>>2]=c[p>>2]|c[q>>2];c[s+4>>2]=r;break}else{if(!m){d=0;b=k;while(1){b=f-b|0;if(b>>>0<64?(c[944732+(f<<8)+(b<<2)>>2]|0)<3:0){q=45760+(b<<3)|0;p=e;r=c[p+4>>2]|c[q+4>>2];s=e;c[s>>2]=c[p>>2]|c[q>>2];c[s+4>>2]=r}d=d+1|0;b=c[4620+(j*20|0)+(d<<2)>>2]|0;if(!b)break a}}b=f-k|0;if(b>>>0<64?(c[944732+(f<<8)+(b<<2)>>2]|0)<3:0){q=45760+(b<<3)|0;p=d;r=c[p+4>>2]|c[q+4>>2];s=d;c[s>>2]=c[p>>2]|c[q>>2];c[s+4>>2]=r}b=f+-9|0;if(b>>>0>=64)break;if((c[944732+(f<<8)+(b<<2)>>2]|0)>=3)break;q=45760+(b<<3)|0;p=d;r=c[p+4>>2]|c[q+4>>2];s=d;c[s>>2]=c[p>>2]|c[q>>2];c[s+4>>2]=r;break}}while(0);f=f+1|0}while((f|0)!=64);h=h+4|0}while((h|0)!=4620);g=g+1|0;if((g|0)==2){e=0;break}}do{g=64+(e<<4)|0;f=c[g>>2]|0;g=c[g+4>>2]|0;i=124416+(e*24|0)+8|0;c[i>>2]=f;c[i+4>>2]=g;i=46336+(e>>3<<3)|0;j=46272+((e&7)<<3)|0;h=c[j>>2]&-2122219135^-2122219135|c[i>>2]&255^255;i=c[j+4>>2]&-2122219135^-2122219135|c[i+4>>2]&-16777216^-16777216;j=Gb(4576,e,0,0)|0;h=j&~h;i=z&~i;j=124416+(e*24|0)|0;c[j>>2]=h;c[j+4>>2]=i;j=127488+(c[64+(e<<4)+8>>2]<<3)|0;c[124416+(e*24|0)+16>>2]=j;d=Gb(4576,e,0,0)|0;b=j;c[b>>2]=d;c[b+4>>2]=z;b=bx(0,0,h|0,i|0)|0;b=h&b;d=i&z;if(!((b|0)==0&(d|0)==0))do{s=gx(b|0,d|0,f|0,g|0)|0;s=jx(s|0,z|0,52)|0;r=Gb(4576,e,b,d)|0;s=j+(s<<3)|0;c[s>>2]=r;c[s+4>>2]=z;s=bx(b|0,d|0,h|0,i|0)|0;b=s&h;d=z&i}while(!((b|0)==0&(d|0)==0));e=e+1|0}while((e|0)!=64);e=0;do{g=1088+(e<<4)|0;f=c[g>>2]|0;g=c[g+4>>2]|0;i=125952+(e*24|0)+8|0;c[i>>2]=f;c[i+4>>2]=g;i=46336+(e>>3<<3)|0;j=46272+((e&7)<<3)|0;h=c[j>>2]&-2122219135^-2122219135|c[i>>2]&255^255;i=c[j+4>>2]&-2122219135^-2122219135|c[i+4>>2]&-16777216^-16777216;j=Gb(4592,e,0,0)|0;h=j&~h;i=z&~i;j=125952+(e*24|0)|0;c[j>>2]=h;c[j+4>>2]=i;j=127488+(c[1088+(e<<4)+8>>2]<<3)|0;c[125952+(e*24|0)+16>>2]=j;d=Gb(4592,e,0,0)|0;b=j;c[b>>2]=d;c[b+4>>2]=z;b=bx(0,0,h|0,i|0)|0;b=h&b;d=i&z;if(!((b|0)==0&(d|0)==0))do{s=gx(b|0,d|0,f|0,g|0)|0;s=jx(s|0,z|0,55)|0;r=Gb(4592,e,b,d)|0;s=j+(s<<3)|0;c[s>>2]=r;c[s+4>>2]=z;s=bx(b|0,d|0,h|0,i|0)|0;b=s&h;d=z&i}while(!((b|0)==0&(d|0)==0));e=e+1|0}while((e|0)!=64);h=0;do{j=c[125952+(h*24|0)+16>>2]|0;k=125952+(h*24|0)|0;l=125952+(h*24|0)+8|0;s=j;q=c[s>>2]|0;s=c[s+4>>2]|0;p=120832+(h<<3)|0;c[p>>2]=q;c[p+4>>2]=s;p=121856+(h<<3)|0;m=p;c[m>>2]=q;c[m+4>>2]=s;m=c[124416+(h*24|0)+16>>2]|0;n=124416+(h*24|0)|0;o=124416+(h*24|0)+8|0;i=m;r=c[i>>2]|0;i=c[i+4>>2]|0;g=121344+(h<<3)|0;c[g>>2]=r;c[g+4>>2]=i;c[p>>2]=q|r;c[p+4>>2]=s|i;p=45760+(h<<3)|0;i=4760;do{q=c[i>>2]|0;s=119296+(q<<9)+(h<<3)|0;r=c[s>>2]|0;s=c[s+4>>2]|0;g=0;do{d=45760+(g<<3)|0;b=c[d>>2]|0;d=c[d+4>>2]|0;if(!((b&r|0)==0&(d&s|0)==0)){switch(q|0){case 3:{w=j;v=c[125952+(g*24|0)+16>>2]|0;x=v;t=p;u=c[t>>2]|0;t=c[t+4>>2]|0;f=t|c[x+4>>2]&c[w+4>>2]|d;e=79360+(h<<9)+(g<<3)|0;c[e>>2]=u|c[x>>2]&c[w>>2]|b;c[e+4>>2]=f;e=k;f=l;f=j+((jx(gx(c[e>>2]&b|0,c[e+4>>2]&d|0,c[f>>2]|0,c[f+4>>2]|0)|0,z|0,55)|0)<<3)|0;d=c[f>>2]|0;f=c[f+4>>2]|0;b=125952+(g*24|0)|0;e=125952+(g*24|0)+8|0;e=v+((jx(gx(c[b>>2]&u|0,c[b+4>>2]&t|0,c[e>>2]|0,c[e+4>>2]|0)|0,z|0,55)|0)<<3)|0;b=c[e>>2]|0;e=c[e+4>>2]|0;break}case 4:{u=m;v=c[124416+(g*24|0)+16>>2]|0;t=v;x=p;w=c[x>>2]|0;x=c[x+4>>2]|0;f=x|c[t+4>>2]&c[u+4>>2]|d;e=79360+(h<<9)+(g<<3)|0;c[e>>2]=w|c[t>>2]&c[u>>2]|b;c[e+4>>2]=f;e=n;f=o;f=m+((jx(gx(c[e>>2]&b|0,c[e+4>>2]&d|0,c[f>>2]|0,c[f+4>>2]|0)|0,z|0,52)|0)<<3)|0;d=c[f>>2]|0;f=c[f+4>>2]|0;b=124416+(g*24|0)|0;e=124416+(g*24|0)+8|0;e=v+((jx(gx(c[b>>2]&w|0,c[b+4>>2]&x|0,c[e>>2]|0,c[e+4>>2]|0)|0,z|0,52)|0)<<3)|0;b=c[e>>2]|0;e=c[e+4>>2]|0;break}case 5:{y=j;x=m;v=c[125952+(g*24|0)+16>>2]|0;A=v;t=c[124416+(g*24|0)+16>>2]|0;B=t;w=p;u=c[w>>2]|0;w=c[w+4>>2]|0;f=(c[B+4>>2]|c[A+4>>2])&(c[x+4>>2]|c[y+4>>2])|w|d;e=79360+(h<<9)+(g<<3)|0;c[e>>2]=(c[B>>2]|c[A>>2])&(c[x>>2]|c[y>>2])|u|b;c[e+4>>2]=f;e=k;f=l;f=j+((jx(gx(c[e>>2]&b|0,c[e+4>>2]&d|0,c[f>>2]|0,c[f+4>>2]|0)|0,z|0,55)|0)<<3)|0;e=c[f>>2]|0;f=c[f+4>>2]|0;y=n;x=o;b=m+((jx(gx(c[y>>2]&b|0,c[y+4>>2]&d|0,c[x>>2]|0,c[x+4>>2]|0)|0,z|0,52)|0)<<3)|0;d=c[b>>2]|e;f=c[b+4>>2]|f;b=125952+(g*24|0)|0;e=125952+(g*24|0)+8|0;e=v+((jx(gx(c[b>>2]&u|0,c[b+4>>2]&w|0,c[e>>2]|0,c[e+4>>2]|0)|0,z|0,55)|0)<<3)|0;b=c[e>>2]|0;e=c[e+4>>2]|0;v=124416+(g*24|0)|0;x=124416+(g*24|0)+8|0;x=t+((jx(gx(c[v>>2]&u|0,c[v+4>>2]&w|0,c[x>>2]|0,c[x+4>>2]|0)|0,z|0,52)|0)<<3)|0;b=c[x>>2]|b;e=c[x+4>>2]|e;break}default:{e=119296+(q<<9)+(g<<3)|0;f=c[e>>2]|0;e=c[e+4>>2]|0;A=p;B=c[A+4>>2]|e&s|d;d=79360+(h<<9)+(g<<3)|0;c[d>>2]=c[A>>2]|f&r|b;c[d+4>>2]=B;b=f;d=r;f=s}}B=46592+(h<<9)+(g<<3)|0;c[B>>2]=b&d;c[B+4>>2]=e&f}g=g+1|0}while((g|0)!=64);i=i+4|0}while((i|0)!=4768);h=h+1|0}while((h|0)!=64);return}function Gb(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0;i=c[a>>2]|0;f=i+b|0;a:do if(f>>>0<64){g=f;f=0;h=0;do{if((c[944732+(g<<8)+(g-i<<2)>>2]|0)!=1)break a;j=45760+(g<<3)|0;k=c[j>>2]|0;j=c[j+4>>2]|0;f=k|f;h=j|h;g=i+g|0}while((k&d|0)==0&(j&e|0)==0&g>>>0<64)}else{f=0;h=0}while(0);i=c[a+4>>2]|0;g=i+b|0;b:do if(g>>>0<64)do{if((c[944732+(g<<8)+(g-i<<2)>>2]|0)!=1)break b;k=45760+(g<<3)|0;j=c[k>>2]|0;k=c[k+4>>2]|0;f=j|f;h=k|h;g=i+g|0}while((j&d|0)==0&(k&e|0)==0&g>>>0<64);while(0);i=c[a+8>>2]|0;g=i+b|0;c:do if(g>>>0<64)do{if((c[944732+(g<<8)+(g-i<<2)>>2]|0)!=1)break c;k=45760+(g<<3)|0;j=c[k>>2]|0;k=c[k+4>>2]|0;f=j|f;h=k|h;g=i+g|0}while((j&d|0)==0&(k&e|0)==0&g>>>0<64);while(0);i=c[a+12>>2]|0;g=i+b|0;if(g>>>0>=64){j=h;k=f;z=j;return k|0}while(1){if((c[944732+(g<<8)+(g-i<<2)>>2]|0)!=1){g=13;break}k=45760+(g<<3)|0;j=c[k>>2]|0;k=c[k+4>>2]|0;f=j|f;h=k|h;g=i+g|0;if(!((j&d|0)==0&(k&e|0)==0&g>>>0<64)){g=13;break}}if((g|0)==13){z=h;return f|0}return 0}function Hb(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240283]=d;c[240282]=d;c[240284]=d+96;Mv(d,g);d=(c[240283]|0)+12|0;c[240283]=d;Mv(d,p);d=(c[240283]|0)+12|0;c[240283]=d;Mv(d,i);d=(c[240283]|0)+12|0;c[240283]=d;Mv(d,k);d=(c[240283]|0)+12|0;c[240283]=d;Mv(d,n);d=g+60|0;e=(c[240283]|0)+12|0;c[240283]=e;Mv(e,d);e=g+72|0;s=(c[240283]|0)+12|0;c[240283]=s;Mv(s,e);s=(c[240283]|0)+12|0;c[240283]=s;Mv(s,b);c[240283]=(c[240283]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function Ib(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0;k=l;l=l+4112|0;d=k;j=b+5340|0;e=a+8|0;if((c[j>>2]|0)==(c[e>>2]|0)?(de(b,d)|0)==(d|0):0){l=k;return 0}i=c[a+4>>2]|0;f=c[b+5360>>2]|0;h=i<<3;a=h|6;if((f|0)==1){if(!(c[b+336+(a<<2)>>2]|0))d=64;else d=c[b+400+(a<<8)>>2]|0;a=c[e>>2]<<3|6;if(!(c[b+336+(a<<2)>>2]|0))e=64;else g=8}else{d=c[b+400+(a<<8)>>2]|0;a=c[e>>2]<<3|6;g=8}if((g|0)==8)e=c[b+400+(a<<8)>>2]|0;f=(f|0)==3;a=c[b+336+((h|1)<<2)>>2]|0;if(f)a=(c[b+4496+(i<<5)+4>>2]|0)+a|0;d=(a*240|0)+(c[(c[b+5352>>2]|0)+16+(i<<2)>>2]|0)+(c[4768+(e<<2)>>2]|0)+(c[5024+(c[944732+(d<<8)+(e<<2)>>2]<<2)>>2]|0)|0;a=c[b+336+((h|5)<<2)>>2]|0;if(f)a=(c[b+4496+(i<<5)+20>>2]|0)+a|0;do if(!a){a=c[b+336+((h|4)<<2)>>2]|0;if(f)a=(c[b+4496+(i<<5)+16>>2]|0)+a|0;if(!a){a=c[b+336+((h|3)<<2)>>2]|0;if(f)a=(c[b+4496+(i<<5)+12>>2]|0)+a|0;if(a|0){a=c[b+336+((h|2)<<2)>>2]|0;if(f)a=(c[b+4496+(i<<5)+8>>2]|0)+a|0;if(a|0)break}g=b+320+(i<<3)|0;b=b+280|0;h=c[b>>2]&c[g>>2];b=c[b+4>>2]&c[g+4>>2];if((h&1437226410|0)==0&(b&1437226410|0)==0|(h&-1437226411|0)==0&(b&-1437226411|0)==0){b=d;j=c[j>>2]|0;i=(i|0)==(j|0);j=0-b|0;j=i?b:j;l=k;return j|0}}}while(0);b=d+1e4|0;b=(b|0)<31743?b:31743;j=c[j>>2]|0;i=(i|0)==(j|0);j=0-b|0;j=i?b:j;l=k;return j|0}function Jb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0;g=c[a+4>>2]|0;f=g<<3;d=f|6;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;a=c[a+8>>2]<<3|6;if(!(c[b+336+(a<<2)>>2]|0))e=64;else e=c[b+400+(a<<8)>>2]|0;a=f|3;if(!(c[b+336+(a<<2)>>2]|0)){f=64;a=e}else h=8}else{e=c[b+400+((c[a+8>>2]<<3|6)<<8)>>2]|0;d=c[b+400+(d<<8)>>2]|0;a=f|3;h=8}if((h|0)==8){f=c[b+400+(a<<8)>>2]|0;a=e}f=((f>>>3^f)&1|0)!=0;h=f?a^56:a;h=(c[5024+(c[944732+((f?d^56:d)<<8)+(h<<2)>>2]<<2)>>2]|0)+1e4+(c[5056+(h<<2)>>2]|0)|0;return ((g|0)==(c[b+5340>>2]|0)?h:0-h|0)|0}function Kb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0;j=a+4|0;k=c[j>>2]|0;f=(c[b+5360>>2]|0)==1;e=k<<3;d=e|6;if(f){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;e=e|1;if(c[b+336+(e<<2)>>2]|0)i=6}else{d=c[b+400+(d<<8)>>2]|0;e=e|1;i=6}if((i|0)==6)d=c[b+400+(e<<8)>>2]&4|0?d^7:d;g=(k|0)==1;h=g?d^56:d;d=c[a+8>>2]<<3|6;if(f){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){d=g?d^56:d;i=14}else i=13}else{d=c[b+400+(d<<8)>>2]|0;i=13}if((i|0)==13){d=c[b+400+(e<<8)>>2]&4|0?d^7:d;d=g?d^56:d;if(f)i=14;else{a=c[b+400+(e<<8)>>2]|0;i=18}}if((i|0)==14){if(!(c[b+336+(e<<2)>>2]|0))a=64;else a=c[b+400+(e<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){f=d;d=a}else i=18}if((i|0)==18){f=d;d=c[b+400+(e<<8)>>2]&4|0?a^7:a}e=g?d^56:d;d=b+5340|0;if(Bb(h,e,f,(k|0)!=(c[d>>2]|0)&1)|0){k=e>>3;return ((c[j>>2]|0)==(c[d>>2]|0)?k+10240|0:-10240-k|0)|0}else return 0;return 0}function Lb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;m=c[a+4>>2]|0;e=(c[b+5360>>2]|0)==1;g=m<<3;d=g|6;if(e?(c[b+336+(d<<2)>>2]|0)==0:0){i=m*56|0;h=c[a+8>>2]|0;e=h<<3;f=i^64;d=e|6;k=5}else{i=m*56|0;f=c[b+400+(d<<8)>>2]^i;d=c[a+8>>2]|0;j=d<<3;a=j|6;if(e){h=d;d=a;e=j;k=5}else{g=c[b+400+((g|4)<<8)>>2]^i;h=d;e=i;a=c[b+400+(a<<8)>>2]^i;d=j|1;k=11}}if((k|0)==5){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;a=d^i;d=g|4;if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;g=d^i;d=e|1;if(!(c[b+336+(d<<2)>>2]|0)){d=64;e=i;j=f;i=a}else{e=i;k=11}}if((k|0)==11){d=c[b+400+(d<<8)>>2]|0;j=f;i=a}f=d^e;a=d&7;k=116224+(j<<3)|0;e=45760+(f<<3)|0;if(!((c[e>>2]&c[k>>2]|0)==0?(c[e+4>>2]&c[k+4>>2]|0)==0:0)){l=1373-(c[944732+(j<<8)+(f<<2)>>2]|0)|0;b=c[b+5340>>2]|0;b=(m|0)==(b|0);m=0-l|0;m=b?l:m;return m|0}e=c[944732+(i<<8)+(f<<2)>>2]|0;d=c[b+5340>>2]|0;if((e|0)>=(((d|0)==(h|0)?4:3)|0)?(c[944732+(i<<8)+(g<<2)>>2]|0)>2:0){l=1373-(c[944732+(j<<8)+(f<<2)>>2]|0)|0;b=d;b=(m|0)==(b|0);m=0-l|0;m=b?l:m;return m|0}if(((i>>3|0)<3?(j>>3|0)>2&(e|0)==1:0)?(l=c[944732+(j<<8)+(f<<2)>>2]|0,(l|0)>(((d|0)==(m|0)?3:2)|0)):0){l=80-(l<<3)|0;b=d;b=(m|0)==(b|0);m=0-l|0;m=b?l:m;return m|0}l=f+-8|0;l=200-((c[944732+(j<<8)+(l<<2)>>2]|0)-(c[944732+(i<<8)+(l<<2)>>2]|0)-(c[944732+(f<<8)+(a<<2)>>2]|0)<<3)|0;b=d;b=(m|0)==(b|0);m=0-l|0;m=b?l:m;return m|0}function Mb(a,b){a=a|0;b=b|0;var d=0;d=c[a+8>>2]<<3|6;if((c[b+5360>>2]|0)==1?(c[b+336+(d<<2)>>2]|0)==0:0)d=64;else d=c[b+400+(d<<8)>>2]|0;d=c[4768+(d<<2)>>2]|0;return ((c[a+4>>2]|0)==(c[b+5340>>2]|0)?d:0-d|0)|0}function Nb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0;e=c[a+8>>2]<<3;d=e|6;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;e=e|2;if(!(c[b+336+(e<<2)>>2]|0))e=64;else f=6}else{d=c[b+400+(d<<8)>>2]|0;e=e|2;f=6}if((f|0)==6)e=c[b+400+(e<<8)>>2]|0;f=(c[5312+(c[944732+(d<<8)+(e<<2)>>2]<<2)>>2]|0)+(c[4768+(d<<2)>>2]|0)|0;return ((c[a+4>>2]|0)==(c[b+5340>>2]|0)?f:0-f|0)|0}function Ob(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;j=c[a+4>>2]|0;d=j<<3|6;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))f=64;else f=c[b+400+(d<<8)>>2]|0;h=c[a+8>>2]|0;d=h<<3;a=d|6;if(!(c[b+336+(a<<2)>>2]|0))e=64;else e=c[b+400+(a<<8)>>2]|0;a=d|1;if(!(c[b+336+(a<<2)>>2]|0)){g=64;a=f;d=h}else{d=h;i=8}}else{i=c[a+8>>2]|0;a=i<<3;e=c[b+400+((a|6)<<8)>>2]|0;f=c[b+400+(d<<8)>>2]|0;a=a|1;d=i;i=8}if((i|0)==8){g=c[b+400+(a<<8)>>2]|0;a=f}a=c[5024+(c[944732+(a<<8)+(e<<2)>>2]<<2)>>2]|0;if(((d*7^g>>3|0)==6?(c[944732+(e<<8)+(g<<2)>>2]|0)==1:0)?(i=45760+(g<<3)|0,!((c[i>>2]&-1515870811|0)==0?(c[i+4>>2]&-1515870811|0)==0:0)):0){i=a;b=b+5340|0;b=c[b>>2]|0;b=(j|0)==(b|0);j=0-i|0;j=b?i:j;return j|0}i=a+2430|0;b=b+5340|0;b=c[b>>2]|0;b=(j|0)==(b|0);j=0-i|0;j=b?i:j;return j|0}function Pb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0;e=c[a+4>>2]|0;d=e<<3|6;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;a=c[a+8>>2]<<3|6;if(!(c[b+336+(a<<2)>>2]|0))a=64;else f=6}else{d=c[b+400+(d<<8)>>2]|0;a=c[a+8>>2]<<3|6;f=6}if((f|0)==6)a=c[b+400+(a<<8)>>2]|0;f=(c[4768+(a<<2)>>2]|0)+1297+(c[5024+(c[944732+(d<<8)+(a<<2)>>2]<<2)>>2]|0)|0;return ((e|0)==(c[b+5340>>2]|0)?f:0-f|0)|0}function Qb(a,b){a=a|0;b=b|0;return 0}function Rb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0;q=c[a+4>>2]|0;p=b+320+(q<<3)|0;k=b+264|0;j=c[k>>2]|0;k=c[k+4>>2]|0;o=j&c[p>>2];p=k&c[p+4>>2];i=Sa(o|0,p|0,0)|0;h=i&7;i=i&255;switch(i&7){case 0:case 7:{m=46272+(h<<3)|0;if((o&~c[m>>2]|0)==0?(p&~c[m+4>>2]|0)==0:0){f=(c[b+5360>>2]|0)==1;d=q<<3|3;if(f?(c[b+336+(d<<2)>>2]|0)==0:0)e=64;else e=c[b+400+(d<<8)>>2]|0;g=q*56^(h|56);d=c[a+8>>2]<<3|6;if(f?(c[b+336+(d<<2)>>2]|0)==0:0)d=64;else d=c[b+400+(d<<8)>>2]|0;m=g^e;if((m>>>3^m)&1|0?(c[944732+(g<<8)+(d<<2)>>2]|0)<2:0){q=0;return q|0}}switch(i&7){case 1:case 6:{n=12;break}default:{}}break}case 1:case 6:{n=12;break}default:{}}do if(((n|0)==12?(m=46272+(h<<3)|0,(j&~c[m>>2]|0)==0?(k&~c[m+4>>2]|0)==0:0):0)?(l=c[a+8>>2]|0,(c[(c[b+5352>>2]|0)+16+(l<<2)>>2]|0)==0):0){e=c[b+5360>>2]|0;m=(e|0)==3;g=l<<3;d=c[b+336+((g|1)<<2)>>2]|0;if(m)d=(c[b+4496+(l<<5)+4>>2]|0)+d|0;if((d|0)>0){i=b+320+(l<<3)|0;d=j&c[i>>2];i=k&c[i+4>>2];a=(l|0)==0;h=Sa(d|0,i|0,0)|0;i=mx(d|0,i|0,0)|0;i=a?h:i^63;h=q<<3;d=h|6;if((e|0)==1){if(!(c[b+336+(d<<2)>>2]|0))f=64;else f=c[b+400+(d<<8)>>2]|0;d=g|6;if(!(c[b+336+(d<<2)>>2]|0))e=64;else e=c[b+400+(d<<8)>>2]|0;d=h|3;if(!(c[b+336+(d<<2)>>2]|0)){d=64;g=f}else n=24}else{e=c[b+400+((g|6)<<8)>>2]|0;f=c[b+400+(d<<8)>>2]|0;d=h|3;n=24}if((n|0)==24){d=c[b+400+(d<<8)>>2]|0;g=f}f=q*7|0;if((f^i>>3|0)==6?(n=45760+((a?8:-8)+i<<3)|0,!((o&c[n>>2]|0)==0?(p&c[n+4>>2]|0)==0:0)):0){p=d^i;if(!((p>>>3^p)&1)){d=c[b+336+((h|1)<<2)>>2]|0;if(m)d=(c[b+4496+(q<<5)+4>>2]|0)+d|0;if((d|0)!=1)break}q=c[944732+(i<<8)+(e<<2)>>2]|0;if(!((q|0)>(c[944732+(i<<8)+(g<<2)>>2]|0)|((q|0)>2|(f^e>>3|0)<6))){q=0;return q|0}}}}while(0);q=255;return q|0}function Sb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;j=c[a+8>>2]|0;i=(c[b+5360>>2]|0)==1;f=j<<3;d=f|6;if(i){if(!(c[b+336+(d<<2)>>2]|0))e=64;else e=c[b+400+(d<<8)>>2]|0;d=f|4;if(!(c[b+336+(d<<2)>>2]|0))h=64;else g=6}else{e=c[b+400+(d<<8)>>2]|0;d=f|4;g=6}if((g|0)==6)h=c[b+400+(d<<8)>>2]|0;g=j*7|0;if((g^e>>3|0)<2){f=c[a+4>>2]|0;d=f<<3|6;if(i?(c[b+336+(d<<2)>>2]|0)==0:0)d=8;else d=c[b+400+(d<<8)>>2]>>3;if(((d^g|0)>2?(g^h>>3|0)==2:0)?(i=b+320+(j<<3)|0,a=b+264|0,b=122368+(e<<3)|0,j=123392+(f<<9)+(h<<3)|0,!((c[a>>2]&c[i>>2]&c[b>>2]&c[j>>2]|0)==0?(c[a+4>>2]&c[i+4>>2]&c[b+4>>2]&c[j+4>>2]|0)==0:0)):0){j=0;return j|0}}j=255;return j|0}function Tb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;o=c[a+4>>2]|0;i=(c[b+5360>>2]|0)==1;f=o<<3;d=f|6;if(i){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;e=f|1;if(c[b+336+(e<<2)>>2]|0)m=6}else{d=c[b+400+(d<<8)>>2]|0;e=f|1;m=6}if((m|0)==6)d=c[b+400+(e<<8)>>2]&4|0?d^7:d;j=(o|0)==1;n=j?d^56:d;h=c[a+8>>2]<<3;d=h|6;if(i){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){g=j?d^56:d;d=f|4;m=14}else m=13}else{d=c[b+400+(d<<8)>>2]|0;m=13}if((m|0)==13){d=c[b+400+(e<<8)>>2]&4|0?d^7:d;d=j?d^56:d;a=f|4;if(i){g=d;d=a;m=14}else{g=d;d=c[b+400+(a<<8)>>2]|0;m=19}}if((m|0)==14){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){d=j?d^56:d;m=20}else m=19}if((m|0)==19){d=c[b+400+(e<<8)>>2]&4|0?d^7:d;d=j?d^56:d;if(i)m=20;else{a=c[b+400+(e<<8)>>2]|0;m=25}}if((m|0)==20){if(!(c[b+336+(e<<2)>>2]|0))a=64;else a=c[b+400+(e<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){f=j?a^56:a;a=h|4;m=26}else m=25}if((m|0)==25){f=c[b+400+(e<<8)>>2]&4|0?a^7:a;f=j?f^56:f;a=h|4;if(i)m=26;else{a=c[b+400+(a<<8)>>2]|0;m=30}}if((m|0)==26){if(!(c[b+336+(a<<2)>>2]|0))a=64;else a=c[b+400+(a<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){l=g;e=a}else m=30}if((m|0)==30){l=g;e=c[b+400+(e<<8)>>2]&4|0?a^7:a}h=j?e^56:e;k=f&7;i=f>>3;j=k|56;a=(c[b+5340>>2]|0)==(o|0);g=a&1;e=(i|0)<5;do if(e){if((n|0)<40?(c[944732+(l<<8)+(j<<2)>>2]|0)<2:0){if((h&-8|0)==40){s=0;return s|0}if(!((d&-8|0)==40|(i|0)>2)){s=0;return s|0}}}else{if(((i|0)==5?(c[944732+(l<<8)+(j<<2)>>2]|0)<2:0)?(g+(n>>3)|0)<6:0){if(h>>>0<8){s=0;return s|0}if(a)break;o=h&7;if(((o>>>0<k>>>0?k-o|0:o-k|0)|0)>2)d=0;else break;return d|0}if((l|0)==(j|0)&h>>>0<8){if(!a){s=0;return s|0}if((c[944732+(n<<8)+(f<<2)>>2]|0)>1){s=0;return s|0}}}while(0);if((l|1|0)==55&((d|0)==56&(f|0)==48)&(h&7|0)==0?(n>>3|0)<5|((n&7)>>>0>2|(h>>3|0)<3):0){s=0;return s|0}if(e){if(((l|0)==(f+8|0)?((c[944732+(n<<8)+(f<<2)>>2]|0)-g|0)>1:0)?((c[944732+(n<<8)+(h<<2)>>2]|0)-g|0)>1:0){s=0;return s|0}if(k|0)m=57}else{e=(k|0)!=0;if((((i|0)==6&e?!((d&7|0)!=(k|0)|(d|0)==(j|0)):0)?(p=c[944732+(n<<8)+(j<<2)>>2]|0,(p|0)<((a?-1:-2)+(c[944732+(l<<8)+(j<<2)>>2]|0)|0)):0)?(p|0)<((c[944732+(l<<8)+(d<<2)>>2]|0)+g|0):0){s=128-(p<<1)|0;return s|0}if(e)m=57}do if((((m|0)==57?(d|0)<(f|0)&(d&7|0)==(k|0):0)?(q=c[944732+(n<<8)+(j<<2)>>2]|0,r=a?-1:-2,(q|0)<(r+(c[944732+(l<<8)+(j<<2)>>2]|0)|0)):0)?(p=f+8|0,s=c[944732+(n<<8)+(p<<2)>>2]|0,(s|0)<(r+(c[944732+(l<<8)+(p<<2)>>2]|0)|0)):0){r=(c[944732+(l<<8)+(d<<2)>>2]|0)+g|0;if((r|0)<=2?!((q|0)<(r|0)&(s|0)<(r|0)):0)break;s=128-(c[944732+(f<<8)+(j<<2)>>2]<<3)-(q<<1)|0;return s|0}while(0);if(!((l|0)>(f|0)&(i|0)<4)){s=255;return s|0}d=l&7;if((d|0)==(k|0)){s=10;return s|0}if(((d>>>0<k>>>0?k-d|0:d-k|0)|0)==1){s=c[944732+(n<<8)+(l<<2)>>2]|0;return ((s|0)>2?24-(s<<1)|0:255)|0}else{s=255;return s|0}return 0}function Ub(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0;k=b+264|0;if((c[k>>2]&-2122219135|0)==0?(c[k+4>>2]&-2122219135|0)==0:0){k=255;return k|0}k=(c[b+5360>>2]|0)==1;d=c[a+8>>2]<<3;e=d|6;if(k){if(!(c[b+336+(e<<2)>>2]|0))g=64;else g=c[b+400+(e<<8)>>2]|0;d=d|3;if(!(c[b+336+(d<<2)>>2]|0))e=64;else e=c[b+400+(d<<8)>>2]|0;f=c[a+4>>2]|0;a=f<<3;d=a|1;if(!(c[b+336+(d<<2)>>2]|0)){i=64;d=f}else{h=e;j=9}}else{f=c[a+4>>2]|0;j=f<<3;h=c[b+400+((d|3)<<8)>>2]|0;g=c[b+400+(e<<8)>>2]|0;a=j;d=j|1;j=9}if((j|0)==9){i=c[b+400+(d<<8)>>2]|0;e=h;d=f}f=(d|0)==0?8:-8;a:do switch(d*7^i>>3|0){case 4:{j=i^e;if((j>>>3^j)&1|0){k=255;return k|0}d=c[944732+((f*3|0)+i<<8)+(g<<2)>>2]|0;if((d|0)<3){if(d|0){d=24;break a}d=a|6;if(k?(c[b+336+(d<<2)>>2]|0)==0:0)d=64;else d=c[b+400+(d<<8)>>2]|0;if((g|0)!=(d+(f<<1)|0)){d=24;break a}}d=48;break}case 5:{if((c[944732+((f<<1)+i<<8)+(g<<2)>>2]|0)>=2){k=255;return k|0}k=120832+(e<<3)|0;b=45760+(f+i<<3)|0;if((c[b>>2]&c[k>>2]|0)==0?(c[b+4>>2]&c[k+4>>2]|0)==0:0){k=255;return k|0}b=e&7;k=i&7;if(((b>>>0<k>>>0?k-b|0:b-k|0)|0)>1)d=8;else{k=255;return k|0}break}default:{k=255;return k|0}}while(0);k=d;return k|0}function Vb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0;i=c[a+4>>2]|0;h=i<<3;k=h|1;j=c[b+400+(k<<8)>>2]|0;k=c[b+400+(k<<8)+4>>2]|0;d=c[b+5360>>2]|0;a=c[a+8>>2]<<3|6;if((d|0)==1)if(!(c[b+336+(a<<2)>>2]|0)){g=64;a=0;d=117248}else{g=c[b+400+(a<<8)>>2]|0;a=0;d=117248}else{a=c[b+400+(a<<8)>>2]|0;if((d|0)==4){g=a;a=1;d=(c[b+336+((h|6)<<2)>>2]|0)==0?116224:117248}else{g=a;a=0;d=117248}}f=b+320+((i^1)<<3)|0;l=b+264|0;e=c[l>>2]&c[f>>2];f=c[l+4>>2]&c[f+4>>2];d=d+(i<<9)+(j<<3)|0;if((e&c[d>>2]|0)==0?(f&c[d+4>>2]|0)==0:0){l=255;return l|0}if(a)a=(c[b+336+((h|6)<<2)>>2]|0)==0?116224:117248;else a=117248;l=a+(i<<9)+(k<<3)|0;if((e&c[l>>2]|0)==0?(f&c[l+4>>2]|0)==0:0){l=255;return l|0}d=i*7|0;a=d^j>>3;e=d^k>>3;a=(a|0)<(e|0)?e:a;e=g&7;l=j&7;if(((e>>>0<l>>>0?l-e|0:e-l|0)|0)>=2){l=255;return l|0}l=k&7;if(((e>>>0<l>>>0?l-e|0:e-l|0)|0)>=2){l=255;return l|0}if((d^g>>3|0)<=(a|0)){l=255;return l|0}l=c[5344+(a<<2)>>2]|0;return l|0}function Wb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0;f=c[a+8>>2]|0;d=f<<3|6;if((c[b+5360>>2]|0)==1?(c[b+336+(d<<2)>>2]|0)==0:0)e=64;else e=c[b+400+(d<<8)>>2]|0;a=b+320+(c[a+4>>2]<<3)|0;b=b+264|0;d=c[b>>2]&c[a>>2];a=c[b+4>>2]&c[a+4>>2];f=46464+(f<<6)+(e>>3<<3)|0;if((((d&~c[f>>2]|0)==0?(a&~c[f+4>>2]|0)==0:0)?(d&-16843010|0)==0&(a&-16843010|0)==0|(d&2139062143|0)==0&(a&2139062143|0)==0:0)?(f=Sa(d|0,a|0,0)|0,e=e&7,f=f&7,((e>>>0<f>>>0?f-e|0:e-f|0)|0)<2):0){f=0;return f|0}f=255;return f|0}function Xb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;h=c[a+4>>2]|0;e=h<<3;d=e|1;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;e=e|3;if(!(c[b+336+(e<<2)>>2]|0))g=64;else g=c[b+400+(e<<8)>>2]|0;a=c[a+8>>2]<<3;e=a|3;if(!(c[b+336+(e<<2)>>2]|0))f=64;else f=c[b+400+(e<<8)>>2]|0;e=a|6;if(!(c[b+336+(e<<2)>>2]|0)){a=64;e=g}else j=10}else{j=c[a+8>>2]<<3;f=c[b+400+((j|3)<<8)>>2]|0;g=c[b+400+((e|3)<<8)>>2]|0;d=c[b+400+(d<<8)>>2]|0;e=j|6;j=10}if((j|0)==10){a=c[b+400+(e<<8)>>2]|0;e=g}if((((a^d)&7|0)==0?(j=h*7|0,i=j^a>>3,(j^d>>3|0)<(i|0)):0)?(j=a^e,((j>>>3^j)&1|0)!=0|(i|0)<6):0){j=0;return j|0}j=f^e;j=(j>>>3^j)&1|0?0:255;return j|0}function Yb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;m=c[a+4>>2]|0;h=(c[b+5360>>2]|0)==1;k=m<<3;d=k|3;if(h){if(!(c[b+336+(d<<2)>>2]|0))e=64;else e=c[b+400+(d<<8)>>2]|0;a=c[a+8>>2]|0;f=a<<3;d=f|3;if(!(c[b+336+(d<<2)>>2]|0)){l=64;j=a;d=f}else g=6}else{a=c[a+8>>2]|0;g=a<<3;e=c[b+400+(d<<8)>>2]|0;f=g;d=g|3;g=6}if((g|0)==6){l=c[b+400+(d<<8)>>2]|0;j=a;d=f}i=l^e;if(!((i>>>3^i)&1)){b=255;return b|0}d=d|6;if(h?(c[b+336+(d<<2)>>2]|0)==0:0)i=64;else i=c[b+400+(d<<8)>>2]|0;n=k|1;k=c[b+400+(n<<8)>>2]|0;n=c[b+400+(n<<8)+4>>2]|0;f=k>>3;g=n>>3;h=m*7|0;a=(f^h|0)>(g^h|0);o=a?k:n;d=o+((m|0)==0?8:-8)|0;a=o&-8|(a?n:k)&7;k=k&7;m=n&7;switch((k>>>0<m>>>0?m-k|0:k-m|0)|0){case 0:{if((((d^i)&7|0)==0?(h^i>>3|0)>=(d>>3^h|0):0)?(o=i^e,(o>>>3^o)&1|0):0){o=0;return o|0}o=255;return o|0}case 1:{if((i|0)==(d|0)?(o=i^e,(o>>>3^o)&1|0):0){if((l|0)==(a|0)){o=0;return o|0}o=b+256|0;m=c[125952+(a*24|0)+16>>2]|0;k=125952+(a*24|0)|0;n=125952+(a*24|0)+8|0;n=gx(c[k>>2]&c[o>>2]|0,c[k+4>>2]&c[o+4>>2]|0,c[n>>2]|0,c[n+4>>2]|0)|0;n=jx(n|0,z|0,55)|0;n=m+(n<<3)|0;m=b+320+(j<<3)|0;o=b+280|0;if(!((c[m>>2]&c[n>>2]&c[o>>2]|0)==0?(c[m+4>>2]&c[n+4>>2]&c[o+4>>2]|0)==0:0)){o=0;return o|0}if((((f|0)<(g|0)?g-f|0:f-g|0)|0)>1){o=0;return o|0}}if((i|0)==(a|0)?(o=i^e,(o>>>3^o)&1|0):0){if((l|0)==(d|0)){o=0;return o|0}o=b+256|0;m=c[125952+(d*24|0)+16>>2]|0;l=125952+(d*24|0)|0;n=125952+(d*24|0)+8|0;n=gx(c[l>>2]&c[o>>2]|0,c[l+4>>2]&c[o+4>>2]|0,c[n>>2]|0,c[n+4>>2]|0)|0;n=jx(n|0,z|0,55)|0;n=m+(n<<3)|0;m=b+320+(j<<3)|0;o=b+280|0;if(!((c[m>>2]&c[n>>2]&c[o>>2]|0)==0?(c[m+4>>2]&c[n+4>>2]&c[o+4>>2]|0)==0:0)){o=0;return o|0}}o=255;return o|0}default:{o=255;return o|0}}return 0}function Zb(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;g=c[a+4>>2]|0;e=g<<3;d=e|1;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;e=e|3;if(!(c[b+336+(e<<2)>>2]|0))f=64;else f=c[b+400+(e<<8)>>2]|0;e=c[a+8>>2]<<3|6;if(!(c[b+336+(e<<2)>>2]|0)){a=64;e=f}else i=8}else{f=c[b+400+((e|3)<<8)>>2]|0;d=c[b+400+(d<<8)>>2]|0;e=c[a+8>>2]<<3|6;i=8}if((i|0)==8){a=c[b+400+(e<<8)>>2]|0;e=f}if((((a^d)&7|0)==0?(i=g*7|0,h=i^a>>3,(i^d>>3|0)<(h|0)):0)?(i=a^e,((i>>>3^i)&1|0)!=0|(h|0)<6):0){i=0;return i|0}i=255;return i|0}function _b(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;e=c[a+4>>2]|0;g=(c[b+5360>>2]|0)==1;h=e<<3|1;if(g){if(!(c[b+336+(h<<2)>>2]|0))d=64;else d=c[b+400+(h<<8)>>2]|0;if(c[b+336+(h<<2)>>2]|0)i=6}else{d=c[b+400+(h<<8)>>2]|0;i=6}if((i|0)==6)d=c[b+400+(h<<8)>>2]&4|0?d^7:d;f=(e|0)==1;e=f?d^56:d;d=c[a+8>>2]<<3|6;if(g){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;if(c[b+336+(h<<2)>>2]|0)i=12}else{d=c[b+400+(d<<8)>>2]|0;i=12}if((i|0)==12)d=c[b+400+(h<<8)>>2]&4|0?d^7:d;if((e|0)==48?(c[959068+((f?d^56:d)<<2)>>2]|0)<2:0){i=0;return i|0}i=255;return i|0}function $b(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;g=c[a+4>>2]|0;d=g<<3|1;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;e=c[a+8>>2]<<3;a=e|3;if(!(c[b+336+(a<<2)>>2]|0))f=64;else f=c[b+400+(a<<8)>>2]|0;a=e|6;if(!(c[b+336+(a<<2)>>2]|0)){e=64;a=f}else h=8}else{a=c[a+8>>2]<<3;f=c[b+400+((a|3)<<8)>>2]|0;d=c[b+400+(d<<8)>>2]|0;a=a|6;h=8}if((h|0)==8){e=c[b+400+(a<<8)>>2]|0;a=f}h=116224+(g<<9)+(d<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;i=b+256|0;b=c[125952+(a*24|0)+16>>2]|0;j=125952+(a*24|0)|0;g=125952+(a*24|0)+8|0;g=gx(c[j>>2]&c[i>>2]|0,c[j+4>>2]&c[i+4>>2]|0,c[g>>2]|0,c[g+4>>2]|0)|0;g=jx(g|0,z|0,55)|0;g=b+(g<<3)|0;if((c[g>>2]&f|0)==0?(c[g+4>>2]&h|0)==0:0){j=255;return j|0}j=c[944732+(e<<8)+(d<<2)>>2]|0;return j|0}function ac(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0;j=c[a+4>>2]|0;f=(c[b+5360>>2]|0)==1;e=j<<3;d=e|6;if(f){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;e=e|1;if(c[b+336+(e<<2)>>2]|0)i=6}else{d=c[b+400+(d<<8)>>2]|0;e=e|1;i=6}if((i|0)==6)d=c[b+400+(e<<8)>>2]&4|0?d^7:d;h=(j|0)==1;g=h?d^56:d;d=c[a+8>>2]<<3|6;if(f){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){d=h?d^56:d;i=14}else i=13}else{d=c[b+400+(d<<8)>>2]|0;i=13}if((i|0)==13){d=c[b+400+(e<<8)>>2]&4|0?d^7:d;d=h?d^56:d;if(f)i=14;else{a=c[b+400+(e<<8)>>2]|0;i=18}}if((i|0)==14){if(!(c[b+336+(e<<2)>>2]|0))a=64;else a=c[b+400+(e<<8)>>2]|0;if(!(c[b+336+(e<<2)>>2]|0)){f=d;d=a}else i=18}if((i|0)==18){f=d;d=c[b+400+(e<<8)>>2]&4|0?a^7:a}d=h?d^56:d;if(!((d>>3|0)<4|(d&7|0)==0)){j=255;return j|0}j=Bb(g,d,f,(j|0)!=(c[b+5340>>2]|0)&1)|0;j=j?255:0;return j|0}function bc(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;h=c[a+4>>2]|0;d=h<<3|4;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))e=64;else e=c[b+400+(d<<8)>>2]|0;f=c[a+8>>2]|0;d=f<<3|6;if(!(c[b+336+(d<<2)>>2]|0))d=64;else g=6}else{f=c[a+8>>2]|0;e=c[b+400+(d<<8)>>2]|0;d=f<<3|6;g=6}if((g|0)==6)d=c[b+400+(d<<8)>>2]|0;a=(c[5024+(c[944732+(e<<8)+(d<<2)>>2]<<2)>>2]|0)+(c[4768+(d<<2)>>2]|0)|0;i=e>>3;g=d>>3;g=(i|0)<(g|0)?g-i|0:i-g|0;i=e&7;e=d&7;e=i>>>0<e>>>0?e-i|0:i-e|0;d=(g|0)<(e|0)?e:g;switch(((e|0)<(g|0)?e:g)|0){case 0:{i=c[b+5340>>2]|0;b=(d|0)>1|(h|0)==(i|0)?-1e4:1e4;b=a+b|0;h=(h|0)==(i|0);i=0-b|0;i=h?b:i;return i|0}case 1:{i=c[b+5340>>2]|0;b=(d|0)>1&(f|0)==(i|0)?-1e4:1e4;b=a+b|0;h=(h|0)==(i|0);i=0-b|0;i=h?b:i;return i|0}default:{g=1e4;i=c[b+5340>>2]|0;b=a+g|0;h=(h|0)==(i|0);i=0-b|0;i=h?b:i;return i|0}}return 0}function cc(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;i=c[a+4>>2]|0;d=i<<3|6;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(d<<2)>>2]|0))e=64;else e=c[b+400+(d<<8)>>2]|0;f=c[a+8>>2]|0;d=f<<3|2;if(!(c[b+336+(d<<2)>>2]|0))g=64;else h=6}else{f=c[a+8>>2]|0;e=c[b+400+(d<<8)>>2]|0;d=f<<3|2;h=6}if((h|0)==6)g=c[b+400+(d<<8)>>2]|0;a=c[b+5340>>2]|0;d=(a|0)==(i|0);if(d?(i=120320+(g<<3)|0,h=45760+(e<<3)|0,!((c[h>>2]&c[i>>2]|0)==0?(c[h+4>>2]&c[i+4>>2]|0)==0:0)):0){i=-1e4;return i|0}if((a|0)!=(f|0)){i=4768+(g<<2)|0;i=c[i>>2]|0;i=i+1e4|0;h=4768+(e<<2)|0;h=c[h>>2]|0;h=i-h|0;i=0-h|0;i=d?h:i;return i|0}i=120320+(g<<3)|0;h=122368+(e<<3)|0;if((c[h>>2]&c[i>>2]|0)==0?(c[h+4>>2]&c[i+4>>2]|0)==0:0){i=4768+(g<<2)|0;i=c[i>>2]|0;i=i+1e4|0;h=4768+(e<<2)|0;h=c[h>>2]|0;h=i-h|0;i=0-h|0;i=d?h:i;return i|0}else{i=1e4;return i|0}return 0}function dc(a,b){a=a|0;b=b|0;var d=0,e=0;d=c[b+5340>>2]<<3;a=d|2;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(a<<2)>>2]|0))a=64;else a=c[b+400+(a<<8)>>2]|0;d=d^10;if(!(c[b+336+(d<<2)>>2]|0))d=64;else e=6}else{a=c[b+400+(a<<8)>>2]|0;d=d^10;e=6}if((e|0)==6)d=c[b+400+(d<<8)>>2]|0;e=c[5024+(c[944732+(a<<8)+(d<<2)>>2]<<2)>>2]|0;b=d^a;return ((b>>>3^b)&1|0?-1e4-e|0:e+1e4|0)|0}function ec(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0;m=l;l=l+4112|0;d=m;k=b+5340|0;e=a+8|0;if((c[k>>2]|0)==(c[e>>2]|0)?(de(b,d)|0)==(d|0):0){l=m;return 0}j=c[a+4>>2]|0;f=c[b+5360>>2]|0;i=j<<3;a=i|6;if((f|0)==1){if(!(c[b+336+(a<<2)>>2]|0))d=64;else d=c[b+400+(a<<8)>>2]|0;a=c[e>>2]<<3|6;if(!(c[b+336+(a<<2)>>2]|0))e=64;else g=8}else{d=c[b+400+(a<<8)>>2]|0;a=c[e>>2]<<3|6;g=8}if((g|0)==8)e=c[b+400+(a<<8)>>2]|0;h=(f|0)==3;a=c[b+336+((i|1)<<2)>>2]|0;if(h)a=(c[b+4496+(j<<5)+4>>2]|0)+a|0;f=(a*240|0)+(c[(c[b+5352>>2]|0)+16+(j<<2)>>2]|0)+(c[5056+(e<<2)>>2]|0)+(c[5312+(c[944732+(d<<8)+(e<<2)>>2]<<2)>>2]|0)|0;a=c[b+336+((i|5)<<2)>>2]|0;if(h)a=(c[b+4496+(j<<5)+20>>2]|0)+a|0;if(!a){a=c[b+336+((i|4)<<2)>>2]|0;if(h)a=(c[b+4496+(j<<5)+16>>2]|0)+a|0;if(!a)g=20;else g=17}else g=17;if((g|0)==17){a=c[b+336+(i<<2)>>2]|0;if(h)a=(c[b+4496+(j<<5)>>2]|0)+a|0;if((a|0)<=2)g=20}if((g|0)==20){d=c[b+336+((i|3)<<2)>>2]|0;if(h){a=c[b+336+((i|2)<<2)>>2]|0;e=(c[b+4496+(j<<5)+8>>2]|0)+a|0;d=(c[b+4496+(j<<5)+12>>2]|0)+d|0}else{a=c[b+336+((i|2)<<2)>>2]|0;e=a}if((e+d|0)<=2){b=f;k=c[k>>2]|0;j=(j|0)==(k|0);k=0-b|0;k=j?b:k;l=m;return k|0}if(h)a=(c[b+4496+(j<<5)+8>>2]|0)+a|0;if((a|0)<=1?(h=b+320+(j<<3)|0,b=b+280|0,i=c[b>>2]&c[h>>2],b=c[b+4>>2]&c[h+4>>2],(i&-1437226411|0)==0&(b&-1437226411|0)==0|(i&1437226410|0)==0&(b&1437226410|0)==0):0){b=f;k=c[k>>2]|0;j=(j|0)==(k|0);k=0-b|0;k=j?b:k;l=m;return k|0}}b=f+1e4|0;b=(b|0)<31743?b:31743;k=c[k>>2]|0;j=(j|0)==(k|0);k=0-b|0;k=j?b:k;l=m;return k|0}function fc(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0;g=c[a+4>>2]|0;h=(c[b+5360>>2]|0)==1;f=g<<3;d=f|6;if(h){if(!(c[b+336+(d<<2)>>2]|0))d=64;else d=c[b+400+(d<<8)>>2]|0;a=c[a+8>>2]<<3|6;if(!(c[b+336+(a<<2)>>2]|0))a=64;else e=6}else{d=c[b+400+(d<<8)>>2]|0;a=c[a+8>>2]<<3|6;e=6}if((e|0)==6)a=c[b+400+(a<<8)>>2]|0;a=c[944732+(d<<8)+(a<<2)>>2]|0;e=(g|0)==(c[b+5340>>2]|0);if((a|0)<=((e?1:2)|0))return 0;d=f|1;if(h?(c[b+336+(d<<2)>>2]|0)==0:0){b=8;h=g*7|0;h=b^h;h=5312+(h<<2)|0;h=c[h>>2]|0;h=h+367|0;g=5312+(a<<2)|0;g=c[g>>2]|0;g=h+g|0;h=0-g|0;h=e?g:h;return h|0}b=c[b+400+(d<<8)>>2]>>3;h=g*7|0;h=b^h;h=5312+(h<<2)|0;h=c[h>>2]|0;h=h+367|0;g=5312+(a<<2)|0;g=c[g>>2]|0;g=h+g|0;h=0-g|0;h=e?g:h;return h|0}function gc(a,b){a=a|0;b=b|0;return 0}function hc(a,b){a=a|0;b=b|0;return 0}function ic(a,b){a=a|0;b=b|0;return 0}function jc(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;i=l;l=l+4112|0;d=i;h=b+5340|0;e=a+8|0;if((c[h>>2]|0)==(c[e>>2]|0)?(de(b,d)|0)==(d|0):0){l=i;return 0}f=c[a+4>>2]|0;a=f<<3|6;if((c[b+5360>>2]|0)==1){if(!(c[b+336+(a<<2)>>2]|0))a=64;else a=c[b+400+(a<<8)>>2]|0;d=c[e>>2]<<3|6;if(!(c[b+336+(d<<2)>>2]|0))e=64;else g=8}else{a=c[b+400+(a<<8)>>2]|0;d=c[e>>2]<<3|6;g=8}if((g|0)==8)e=c[b+400+(d<<8)>>2]|0;d=c[944732+(a<<8)+(e<<2)>>2]|0;a=(f|0)==(c[h>>2]|0);if((d|0)>((a?1:2)|0)){b=(c[4768+(e<<2)>>2]|0)+(c[(c[b+5352>>2]|0)+16+(f<<2)>>2]|0)+(c[5312+(d<<2)>>2]|0)|0;b=(d|0)<((a?3:4)|0)?b:b+1e4|0;l=i;return (a?b:0-b|0)|0}else{l=i;return 0}return 0}function kc(a,b){a=a|0;b=b|0;return 0}function lc(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240286]=d;c[240285]=d;c[240287]=d+96;Mv(d,g);d=(c[240286]|0)+12|0;c[240286]=d;Mv(d,p);d=(c[240286]|0)+12|0;c[240286]=d;Mv(d,i);d=(c[240286]|0)+12|0;c[240286]=d;Mv(d,k);d=(c[240286]|0)+12|0;c[240286]=d;Mv(d,n);d=g+60|0;e=(c[240286]|0)+12|0;c[240286]=e;Mv(e,d);e=g+72|0;s=(c[240286]|0)+12|0;c[240286]=s;Mv(s,e);s=(c[240286]|0)+12|0;c[240286]=s;Mv(s,b);c[240286]=(c[240286]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function mc(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;n=l;l=l+16|0;i=n+12|0;k=n;m=n+8|0;Xl(k,b);if(!(a[k>>0]|0)){Yl(k);l=n;return b|0}j=(c[b>>2]|0)+-12|0;c[m>>2]=c[b+(c[j>>2]|0)+24>>2];j=b+(c[j>>2]|0)|0;g=d+e|0;h=(c[j+4>>2]&176|0)==32?g:d;f=j+76|0;e=c[f>>2]|0;if((e|0)==-1){Ql(i,j);e=qn(i,1104724)|0;e=eb[c[(c[e>>2]|0)+28>>2]&63](e,32)|0;rn(i);e=e<<24>>24;c[f>>2]=e}c[i>>2]=c[m>>2];if(nc(i,d,h,g,j,e&255)|0){Yl(k);l=n;return b|0}m=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;Nl(m,c[m+16>>2]|5);Yl(k);l=n;return b|0}function nc(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0;p=l;l=l+16|0;n=p;o=c[b>>2]|0;if(!o){o=0;l=p;return o|0}i=d;j=f-i|0;m=g+12|0;k=c[m>>2]|0;j=(k|0)>(j|0)?k-j|0:0;k=e;g=k-i|0;if((g|0)>0?(fb[c[(c[o>>2]|0)+48>>2]&31](o,d,g)|0)!=(g|0):0){c[b>>2]=0;o=0;l=p;return o|0}do if((j|0)>0){c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;if(j>>>0<11){d=n+11|0;a[d>>0]=j;g=n;i=n}else{d=j+16&-16;g=Ev(d)|0;c[n>>2]=g;c[n+8>>2]=d|-2147483648;c[n+4>>2]=j;d=n+11|0;i=n}px(g|0,h|0,j|0)|0;a[g+j>>0]=0;if((fb[c[(c[o>>2]|0)+48>>2]&31](o,(a[d>>0]|0)<0?c[i>>2]|0:n,j)|0)==(j|0)){if((a[d>>0]|0)<0)Hv(c[i>>2]|0);break}c[b>>2]=0;if((a[d>>0]|0)<0)Hv(c[i>>2]|0);o=0;l=p;return o|0}while(0);f=f-k|0;if((f|0)>0?(fb[c[(c[o>>2]|0)+48>>2]&31](o,e,f)|0)!=(f|0):0){c[b>>2]=0;o=0;l=p;return o|0}c[m>>2]=0;l=p;return o|0}function oc(a){a=a|0;var b=0,d=0;b=l;l=l+224|0;d=b;c[d>>2]=a;c[d+32>>2]=0;c[d+36>>2]=0;a=pc(d)|0;l=b;return a|0}function pc(e){e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0,$=0,aa=0,ba=0,ca=0,da=0,ea=0,fa=0,ga=0,ha=0,ia=0,ja=0,ka=0,la=0,ma=0,na=0,oa=0,pa=0,qa=0,ra=0,sa=0,ta=0,ua=0,va=0,wa=0,xa=0,ya=0,za=0;ya=l;l=l+16|0;U=ya;xa=qc(c[e>>2]|0)|0;g=c[e>>2]|0;if(xa){xa=rc(g,0,0)|0;l=ya;return xa|0}h=Uc(g)|0;xa=e+4|0;c[xa>>2]=h;i=c[h+8>>2]|0;g=c[e>>2]|0;if(i|0){xa=eb[c[(c[i>>2]|0)+8>>2]&63](i,g)|0;l=ya;return xa|0}pa=((b[h+20>>1]|0)*65537|0)+(c[g+5344>>2]|0)+(c[(c[g+5348>>2]|0)+2139836>>2]|0)|0;o=se(g)|0;wa=e+8|0;c[wa>>2]=o;pa=pa+((c[o+8>>2]|0)-(c[o+12>>2]|0))|0;g=(pa+32768>>16)+(pa<<16>>16)|0;h=(g|0)/2|0;j=c[e>>2]|0;p=c[j+5360>>2]|0;a:do if(!p){i=0-h|0;if((((g|0)>-2?h:i)|0)>1500){l=ya;return ((c[j+5340>>2]|0)==0?h:i)|0}else{g=j+320|0;n=g;h=c[n>>2]|0;n=c[n+4>>2]|0;m=j+264|0;V=c[m>>2]&h;m=c[m+4>>2]&n;k=j+256|0;k=jx(c[k>>2]|0,c[k+4>>2]|0,8)|0;k=V&(k|16776960);m=m&z;V=13;break}}else{g=j+320|0;i=g;h=c[i>>2]|0;i=c[i+4>>2]|0;m=j+264|0;oa=c[m>>2]&h;m=c[m+4>>2]&i;k=j+256|0;k=jx(c[k>>2]|0,c[k+4>>2]|0,8)|0;k=oa&(k|16776960);m=m&z;switch(p|0){case 1:{h=e+16|0;c[h>>2]=-1;c[h+4>>2]=-1;h=j+304|0;V=14;break a}case 4:break;default:{n=i;V=13;break a}}if(!(c[j+360>>2]|0)){V=o+40|0;h=~(c[V+4>>2]|m);g=e+16|0;c[g>>2]=~(c[V>>2]|k);c[g+4>>2]=h;g=0;h=0;V=19}else{n=i;V=13}}while(0);b:do if((V|0)==13){i=j+304|0;la=i;ka=j+296|0;ma=o+40|0;na=~((c[ka+4>>2]|c[la+4>>2])&n|m|c[ma+4>>2]);oa=e+16|0;c[oa>>2]=~((c[ka>>2]|c[la>>2])&h|k|c[ma>>2]);c[oa+4>>2]=na;switch(p|0){case 1:{h=i;V=14;break b}case 4:{if(!(c[j+360>>2]|0)){g=0;h=0;V=19;break b}break}default:{}}h=122368+(c[j+1936>>2]<<3)|0;g=c[h>>2]|0;h=c[h+4>>2]|0;V=19}while(0);do if((V|0)==14){m=e+88|0;oa=m;c[oa>>2]=0;c[oa+4>>2]=0;oa=g;g=c[h>>2]&c[oa>>2];h=c[h+4>>2]&c[oa+4>>2];if((g|0)==0&(h|0)==0){oa=o+32|0;na=c[oa>>2]|0;oa=c[oa+4>>2]|0;V=e+48|0;c[V>>2]=na;c[V+4>>2]=oa;V=e+40|0;c[V>>2]=na;c[V+4>>2]=oa;V=e+168|0;c[V>>2]=0;c[V+4>>2]=0;V=41;break}else{k=h;i=0;h=0;do{oa=Sa(g|0,k|0,0)|0;na=ax(g|0,k|0,-1,-1)|0;g=na&g;k=z&k;oa=122368+(oa<<3)|0;i=c[oa>>2]|i;h=c[oa+4>>2]|h;oa=m;c[oa>>2]=i;c[oa+4>>2]=h}while(!((g|0)==0&(k|0)==0));g=i;V=20}}else if((V|0)==19){oa=e+88|0;c[oa>>2]=g;c[oa+4>>2]=h;V=20}while(0);c:do if((V|0)==20){na=o+32|0;ma=c[na>>2]|0;na=c[na+4>>2]|0;oa=e+48|0;c[oa>>2]=ma;c[oa+4>>2]=na;oa=e+40|0;c[oa>>2]=ma|g;c[oa+4>>2]=na|h;oa=e+168|0;c[oa>>2]=ma&g;c[oa+4>>2]=na&h;switch(p|0){case 1:{V=41;break c}case 4:{if(!(c[j+360>>2]|0)){V=41;break c}break}default:{}}if((c[(c[j+5352>>2]|0)+20>>2]|0)>=2046){i=e+184|0;oa=i;c[oa>>2]=g;c[oa+4>>2]=h;if((p|0)==1)if(!(c[j+360>>2]|0))V=30;else{m=1;V=27}else{m=0;V=27}}else{if((p|0)!=3){V=41;break}i=e+184|0;m=i;c[m>>2]=g;c[m+4>>2]=h;m=0;V=27}do if((V|0)==27){k=c[j+1936>>2]|0;if(k>>>0<8){oa=kx(g|0,h|0,8)|0;g=oa|g;h=z|h;oa=i;c[oa>>2]=g;c[oa+4>>2]=h;if(m){V=30;break}else{m=0;V=32;break}}else if(m){V=30;break}else{m=0;V=32;break}}while(0);if((V|0)==30)if(!(c[j+360>>2]|0))V=38;else{k=c[j+1936>>2]|0;m=1;V=32}do if((V|0)==32){if((k&7|0)==7){k=jx(g|0,h|0,1)|0;k=k&2139062143;j=z&2139062143;V=39;break}if(m){if(!(c[j+360>>2]|0)){V=38;break}k=c[j+1936>>2]|0}if(!(k&7))V=38;else i=p}while(0);if((V|0)==38){k=kx(g|0,h|0,1)|0;k=k&-16843010;j=z&-16843010;V=39}if((V|0)==39){g=k|g;h=j|h;c[i>>2]=g;c[i+4>>2]=h;i=c[e>>2]|0;j=i;i=c[i+5360>>2]|0}oa=o+40|0;na=c[oa>>2]&g;oa=c[oa+4>>2]&h;ma=jx(na|0,oa|0,16)|0;p=jx(na|0,oa|0,48)|0;c[e+204>>2]=(d[1106644+(ma&65535)>>0]|0)+(d[1106644+(na&65535)>>0]|0)+(d[1106644+(oa&65535)>>0]|0)+(d[1106644+p>>0]|0);c[e+212>>2]=0;c[e+220>>2]=0;p=i}while(0);if((V|0)==41){c[e+204>>2]=0;oa=e+184|0;c[oa>>2]=0;c[oa+4>>2]=0}o=j+328|0;k=o;h=c[k>>2]|0;k=c[k+4>>2]|0;n=j+264|0;oa=c[n>>2]&h;n=c[n+4>>2]&k;m=j+256|0;m=kx(c[m>>2]|0,c[m+4>>2]|0,8)|0;m=oa&m;n=n&(z|16776960);switch(p|0){case 1:{g=e+24|0;c[g>>2]=-1;c[g+4>>2]=-1;g=j+304|0;V=47;break}case 4:{if(!(c[j+392>>2]|0)){i=c[wa>>2]|0;V=i+32|0;g=~(c[V+4>>2]|n);h=e+24|0;c[h>>2]=~(c[V>>2]|m);c[h+4>>2]=g;h=0;g=0;V=52}else V=46;break}default:V=46}d:do if((V|0)==46){g=j+304|0;la=g;ka=j+296|0;i=c[wa>>2]|0;ma=i+32|0;na=~((c[ka+4>>2]|c[la+4>>2])&k|n|c[ma+4>>2]);oa=e+24|0;c[oa>>2]=~((c[ka>>2]|c[la>>2])&h|m|c[ma>>2]);c[oa+4>>2]=na;switch(p|0){case 1:{V=47;break d}case 4:{if(!(c[j+392>>2]|0)){h=0;g=0;V=52;break d}break}default:{}}g=122368+(c[j+3984>>2]<<3)|0;h=c[g>>2]|0;g=c[g+4>>2]|0;V=52}while(0);do if((V|0)==47){i=e+152|0;h=i;c[h>>2]=0;c[h+4>>2]=0;h=o;oa=g;g=c[oa>>2]&c[h>>2];h=c[oa+4>>2]&c[h+4>>2];if((g|0)==0&(h|0)==0){oa=(c[wa>>2]|0)+40|0;na=c[oa>>2]|0;oa=c[oa+4>>2]|0;V=e+112|0;c[V>>2]=na;c[V+4>>2]=oa;V=e+104|0;c[V>>2]=na;c[V+4>>2]=oa;V=e+176|0;c[V>>2]=0;c[V+4>>2]=0;V=75;break}else{k=0;m=0}do{oa=Sa(g|0,h|0,0)|0;na=ax(g|0,h|0,-1,-1)|0;g=na&g;h=z&h;oa=122368+(oa<<3)|0;k=c[oa>>2]|k;m=c[oa+4>>2]|m;oa=i;c[oa>>2]=k;c[oa+4>>2]=m}while(!((g|0)==0&(h|0)==0));i=c[wa>>2]|0;h=k;g=m;V=54}else if((V|0)==52){oa=e+152|0;c[oa>>2]=h;c[oa+4>>2]=g;V=54}while(0);e:do if((V|0)==54){na=i+40|0;ma=c[na>>2]|0;na=c[na+4>>2]|0;oa=e+112|0;c[oa>>2]=ma;c[oa+4>>2]=na;oa=e+104|0;c[oa>>2]=ma|h;c[oa+4>>2]=na|g;oa=e+176|0;c[oa>>2]=ma&h;c[oa+4>>2]=na&g;switch(p|0){case 1:{V=75;break e}case 4:{if(!(c[j+392>>2]|0)){V=75;break e}break}default:{}}if((c[(c[j+5352>>2]|0)+16>>2]|0)>=2046){k=e+192|0;oa=k;c[oa>>2]=h;c[oa+4>>2]=g;if((p|0)==1)if(!(c[j+392>>2]|0)){m=k;V=64}else{n=k;m=1;V=61}else{n=k;m=0;V=61}}else{if((p|0)!=3){V=75;break}n=e+192|0;m=n;c[m>>2]=h;c[m+4>>2]=g;m=0;V=61}do if((V|0)==61){k=c[j+3984>>2]|0;if((k&-8|0)==56){oa=jx(h|0,g|0,8)|0;h=oa|h;g=z|g;oa=n;c[oa>>2]=h;c[oa+4>>2]=g;if(m){m=n;V=64;break}else{m=0;V=66;break}}else if(m){m=n;V=64;break}else{m=0;V=66;break}}while(0);if((V|0)==64)if(!(c[j+392>>2]|0)){j=m;V=72}else{k=c[j+3984>>2]|0;n=m;m=1;V=66}do if((V|0)==66){if((k&7|0)==7){m=jx(h|0,g|0,1)|0;m=m&2139062143;k=z&2139062143;j=n;V=73;break}if(m){if(!(c[j+392>>2]|0)){j=n;V=72;break}k=c[j+3984>>2]|0}if(!(k&7)){j=n;V=72}}while(0);if((V|0)==72){m=kx(h|0,g|0,1)|0;m=m&-16843010;k=z&-16843010;V=73}if((V|0)==73){h=m|h;g=k|g;c[j>>2]=h;c[j+4>>2]=g;j=c[e>>2]|0}oa=i+32|0;na=c[oa>>2]&h;oa=c[oa+4>>2]&g;ma=jx(na|0,oa|0,16)|0;g=jx(na|0,oa|0,48)|0;g=(d[1106644+(ma&65535)>>0]|0)+(d[1106644+(na&65535)>>0]|0)+(d[1106644+(oa&65535)>>0]|0)+(d[1106644+g>>0]|0)|0;c[e+200>>2]=g;c[e+208>>2]=0;c[e+216>>2]=0}while(0);if((V|0)==75){c[e+200>>2]=0;g=e+192|0;c[g>>2]=0;c[g+4>>2]=0;g=0}ca=e+56|0;h=ca;c[h>>2]=0;c[h+4>>2]=0;h=c[j+912>>2]|0;f:do if((h|0)==64)oa=0;else{w=e+40|0;x=e+168|0;y=e+192|0;A=e+16|0;B=e+32|0;C=e+200|0;D=e+208|0;E=e+152|0;F=e+216|0;G=e+48|0;H=(c[j+5352>>2]|0)+336|0;v=j+5360|0;I=j+360|0;J=j+1936|0;K=j+320|0;L=j+264|0;i=0;k=0;m=0;n=j+916|0;while(1){t=k;u=m;g:while(1){o=120320+(h<<3)|0;m=c[o>>2]|0;o=c[o+4>>2]|0;oa=H;q=45760+(h<<3)|0;na=q;if(!((c[na>>2]&c[oa>>2]|0)==0?(c[na+4>>2]&c[oa+4>>2]|0)==0:0)){if((c[v>>2]|0)==1?(c[I>>2]|0)==0:0)k=64;else k=c[J>>2]|0;oa=79360+(k<<9)+(h<<3)|0;m=c[oa>>2]&m;o=c[oa+4>>2]&o}na=w;ma=c[na>>2]|0;na=c[na+4>>2]|0;ka=x;la=c[ka+4>>2]|na&o;oa=x;c[oa>>2]=c[ka>>2]|ma&m;c[oa+4>>2]=la;t=m|t;u=o|u;oa=ca;c[oa>>2]=t;c[oa+4>>2]=u;oa=w;c[oa>>2]=ma|m;c[oa+4>>2]=na|o;oa=y;if((c[oa>>2]&m|0)==0?(c[oa+4>>2]&o|0)==0:0)k=c[v>>2]|0;else{g=g+1|0;c[C>>2]=g;k=c[v>>2]|0;c[D>>2]=(c[D>>2]|0)+(c[5376+(k<<5)+8>>2]|0);na=E;ma=c[na>>2]&m;na=c[na+4>>2]&o;la=jx(ma|0,na|0,16)|0;oa=jx(ma|0,na|0,48)|0;c[F>>2]=(d[1106644+(la&65535)>>0]|0)+(d[1106644+(ma&65535)>>0]|0)+(d[1106644+(na&65535)>>0]|0)+(d[1106644+oa>>0]|0)+(c[F>>2]|0)}na=A;ma=c[na>>2]&m;na=c[na+4>>2]&o;la=jx(ma|0,na|0,16)|0;oa=jx(ma|0,na|0,48)|0;c[B>>2]=(c[B>>2]|0)+(c[5632+(k<<9)+((d[1106644+(la&65535)>>0]|0)+(d[1106644+(ma&65535)>>0]|0)+(d[1106644+(na&65535)>>0]|0)+(d[1106644+oa>>0]|0)<<2)>>2]|0);switch(k|0){case 1:break;case 4:{if(c[I>>2]|0){s=4;break g}break}default:{s=k;break g}}h=c[n>>2]|0;if((h|0)==64){oa=i;break f}else n=n+4|0}p=(c[wa>>2]|0)+56|0;k=c[p>>2]&-16777216^-16777216;p=c[p+4>>2]&65535^65535;r=q;q=c[r>>2]|0;r=c[r+4>>2]|0;if((k&q|0)==0&(p&r|0)==0){oa=K;m=k&m&~c[oa>>2];k=p&o&~c[oa+4>>2];if(!((m|0)==0&(k|0)==0)){oa=G;i=(c[9728+(((c[oa>>2]&m|0?1:(c[oa+4>>2]&k|0)!=0)&1)<<2)>>2]|0)+i|0}}else{oa=G;i=(c[9728+(((c[oa>>2]&q|0?1:(c[oa+4>>2]&r|0)!=0)&1)<<2)>>2]<<1)+i|0}k=L;k=jx(c[k>>2]|0,c[k+4>>2]|0,8)|0;k=(k&q|0)==0&(z&r|0)==0?i:i+16|0;if((s|0)==1?(c[I>>2]|0)==0:0)i=64;else i=c[J>>2]|0;i=(O(c[944732+(h<<8)+(i<<2)>>2]|0,-393222)|0)+k|0;h=c[n>>2]|0;if((h|0)==64){oa=i;break}else{k=t;m=u;n=n+4|0}}}while(0);ia=e+120|0;h=ia;c[h>>2]=0;c[h+4>>2]=0;h=c[j+2960>>2]|0;h:do if((h|0)==64)na=0;else{w=e+104|0;x=e+176|0;y=e+184|0;A=e+24|0;B=e+36|0;C=e+204|0;D=e+212|0;E=e+88|0;F=e+220|0;G=e+112|0;H=(c[j+5352>>2]|0)+344|0;v=j+5360|0;I=j+392|0;J=j+3984|0;K=j+328|0;L=j+264|0;i=0;m=0;n=0;k=j+2964|0;while(1){t=m;u=k;i:while(1){o=120320+(h<<3)|0;m=c[o>>2]|0;o=c[o+4>>2]|0;na=H;q=45760+(h<<3)|0;ma=q;if(!((c[ma>>2]&c[na>>2]|0)==0?(c[ma+4>>2]&c[na+4>>2]|0)==0:0)){if((c[v>>2]|0)==1?(c[I>>2]|0)==0:0)k=64;else k=c[J>>2]|0;na=79360+(k<<9)+(h<<3)|0;m=c[na>>2]&m;o=c[na+4>>2]&o}ma=w;la=c[ma>>2]|0;ma=c[ma+4>>2]|0;ja=x;ka=c[ja+4>>2]|ma&o;na=x;c[na>>2]=c[ja>>2]|la&m;c[na+4>>2]=ka;t=m|t;n=o|n;na=ia;c[na>>2]=t;c[na+4>>2]=n;na=w;c[na>>2]=la|m;c[na+4>>2]=ma|o;na=y;if((c[na>>2]&m|0)==0?(c[na+4>>2]&o|0)==0:0)k=c[v>>2]|0;else{c[C>>2]=(c[C>>2]|0)+1;k=c[v>>2]|0;c[D>>2]=(c[D>>2]|0)+(c[5376+(k<<5)+8>>2]|0);ma=E;la=c[ma>>2]&m;ma=c[ma+4>>2]&o;ka=jx(la|0,ma|0,16)|0;na=jx(la|0,ma|0,48)|0;c[F>>2]=(d[1106644+(ka&65535)>>0]|0)+(d[1106644+(la&65535)>>0]|0)+(d[1106644+(ma&65535)>>0]|0)+(d[1106644+na>>0]|0)+(c[F>>2]|0)}ma=A;la=c[ma>>2]&m;ma=c[ma+4>>2]&o;ka=jx(la|0,ma|0,16)|0;na=jx(la|0,ma|0,48)|0;c[B>>2]=(c[B>>2]|0)+(c[5632+(k<<9)+((d[1106644+(ka&65535)>>0]|0)+(d[1106644+(la&65535)>>0]|0)+(d[1106644+(ma&65535)>>0]|0)+(d[1106644+na>>0]|0)<<2)>>2]|0);switch(k|0){case 1:break;case 4:{if(c[I>>2]|0){s=4;break i}break}default:{s=k;break i}}h=c[u>>2]|0;if((h|0)==64){na=i;break h}else u=u+4|0}p=(c[wa>>2]|0)+48|0;k=c[p>>2]&-65536^-65536;p=c[p+4>>2]&255^255;r=q;q=c[r>>2]|0;r=c[r+4>>2]|0;if((k&q|0)==0&(p&r|0)==0){na=K;m=k&m&~c[na>>2];k=p&o&~c[na+4>>2];if(!((m|0)==0&(k|0)==0)){na=G;i=(c[9728+(((c[na>>2]&m|0?1:(c[na+4>>2]&k|0)!=0)&1)<<2)>>2]|0)+i|0}}else{na=G;i=(c[9728+(((c[na>>2]&q|0?1:(c[na+4>>2]&r|0)!=0)&1)<<2)>>2]<<1)+i|0}k=L;k=kx(c[k>>2]|0,c[k+4>>2]|0,8)|0;k=(k&q|0)==0&(z&r|0)==0?i:i+16|0;if((s|0)==1?(c[I>>2]|0)==0:0)i=64;else i=c[J>>2]|0;i=(O(c[944732+(h<<8)+(i<<2)>>2]|0,-393222)|0)+k|0;h=c[u>>2]|0;if((h|0)==64){na=i;break}else{m=t;k=u+4|0}}}while(0);$=e+64|0;i=$;c[i>>2]=0;c[i+4>>2]=0;i=c[j+1168>>2]|0;j:do if((i|0)==64)ma=0;else{B=e+40|0;C=e+168|0;D=e+192|0;E=e+16|0;F=e+32|0;G=e+200|0;H=e+208|0;I=e+152|0;J=e+216|0;K=e+48|0;L=j+256|0;M=j+296|0;N=(c[j+5352>>2]|0)+336|0;A=j+5360|0;P=j+360|0;Q=j+1936|0;R=j+320|0;S=j+264|0;T=j+5356|0;h=0;k=0;m=0;n=j+1172|0;while(1){y=k;k:while(1){o=L;ma=M;v=c[125952+(i*24|0)+16>>2]|0;w=125952+(i*24|0)|0;s=w;x=125952+(i*24|0)+8|0;p=x;p=gx(c[s>>2]&(c[ma>>2]^c[o>>2])|0,c[s+4>>2]&(c[ma+4>>2]^c[o+4>>2])|0,c[p>>2]|0,c[p+4>>2]|0)|0;p=jx(p|0,z|0,55)|0;p=v+(p<<3)|0;o=c[p>>2]|0;p=c[p+4>>2]|0;ma=N;s=45760+(i<<3)|0;la=s;if(!((c[la>>2]&c[ma>>2]|0)==0?(c[la+4>>2]&c[ma+4>>2]|0)==0:0)){if((c[A>>2]|0)==1?(c[P>>2]|0)==0:0)k=64;else k=c[Q>>2]|0;ma=79360+(k<<9)+(i<<3)|0;o=c[ma>>2]&o;p=c[ma+4>>2]&p}la=B;ka=c[la>>2]|0;la=c[la+4>>2]|0;ha=C;ja=c[ha+4>>2]|la&p;ma=C;c[ma>>2]=c[ha>>2]|ka&o;c[ma+4>>2]=ja;y=o|y;m=p|m;ma=$;c[ma>>2]=y;c[ma+4>>2]=m;ma=B;c[ma>>2]=ka|o;c[ma+4>>2]=la|p;ma=D;if((c[ma>>2]&o|0)==0?(c[ma+4>>2]&p|0)==0:0)k=c[A>>2]|0;else{g=g+1|0;c[G>>2]=g;k=c[A>>2]|0;c[H>>2]=(c[H>>2]|0)+(c[5376+(k<<5)+12>>2]|0);la=I;ka=c[la>>2]&o;la=c[la+4>>2]&p;ja=jx(ka|0,la|0,16)|0;ma=jx(ka|0,la|0,48)|0;c[J>>2]=(d[1106644+(ja&65535)>>0]|0)+(d[1106644+(ka&65535)>>0]|0)+(d[1106644+(la&65535)>>0]|0)+(d[1106644+ma>>0]|0)+(c[J>>2]|0)}la=E;ka=c[la>>2]&o;la=c[la+4>>2]&p;ja=jx(ka|0,la|0,16)|0;ma=jx(ka|0,la|0,48)|0;c[F>>2]=(c[F>>2]|0)+(c[5632+(k<<9)+128+((d[1106644+(ja&65535)>>0]|0)+(d[1106644+(ka&65535)>>0]|0)+(d[1106644+(la&65535)>>0]|0)+(d[1106644+ma>>0]|0)<<2)>>2]|0);switch(k|0){case 1:break;case 4:{if(c[P>>2]|0){k=4;break k}break}default:break k}i=c[n>>2]|0;if((i|0)==64){ma=h;break j}else n=n+4|0}u=c[wa>>2]|0;r=u+56|0;q=c[r>>2]&-16777216^-16777216;r=c[r+4>>2]&65535^65535;t=s;s=c[t>>2]|0;t=c[t+4>>2]|0;if((q&s|0)==0&(r&t|0)==0){ma=R;q=q&o&~c[ma>>2];o=r&p&~c[ma+4>>2];if(!((q|0)==0&(o|0)==0)){ma=K;h=(c[9736+(((c[ma>>2]&q|0?1:(c[ma+4>>2]&o|0)!=0)&1)<<2)>>2]|0)+h|0}}else{ma=K;h=(c[9736+(((c[ma>>2]&s|0?1:(c[ma+4>>2]&t|0)!=0)&1)<<2)>>2]<<1)+h|0}q=S;p=c[q>>2]|0;q=c[q+4>>2]|0;o=jx(p|0,q|0,8)|0;o=(o&s|0)==0&(z&t|0)==0?h:h+16|0;if((k|0)==1?(c[P>>2]|0)==0:0)h=64;else h=c[Q>>2]|0;ha=(O(c[944732+(i<<8)+(h<<2)>>2]|0,-393222)|0)+o|0;la=R;ja=c[la>>2]&p;la=c[la+4>>2]&q;ka=L;ka=jx(c[ka>>2]|0,c[ka+4>>2]|0,8)|0;ka=ja&ka;la=la&z;ja=c[u+104+((((s&-1437226411|0)!=0|(t&-1437226411|0)!=0)&1)<<2)>>2]|0;ma=jx(ka|0,la|0,16)|0;h=jx(ka|0,la|0,48)|0;h=ha+(O(O(ja,-458755)|0,(d[1106644+(ka&15420)>>0]|0)+1+(d[1106644+(ma&15420)>>0]|0)+(d[1106644+(la&15420)>>0]|0)+(d[1106644+(h&60)>>0]|0)|0)|0)|0;la=w;ma=x;ma=gx(c[la>>2]&p|0,c[la+4>>2]&q|0,c[ma>>2]|0,c[ma+4>>2]|0)|0;ma=jx(ma|0,z|0,55)|0;ma=v+(ma<<3)|0;la=(c[ma>>2]|s)&402653184;ma=(c[ma+4>>2]|t)&24;ka=ax(la|0,ma|0,-1,31)|0;h=(ka&la|0)!=0|(z&ma|0)!=0?h+22|0:h;l:do if(a[T>>0]|0){switch(i|0){case 7:case 0:break;default:break l}k=(i&7|0)==0?9:7;i=k+i|0;if((c[j+(i<<2)>>2]|0)==1){if(!(c[j+(i+8<<2)>>2]|0))if((c[j+(i+k<<2)>>2]|0)==1){i=6553700;V=146}else i=3276850;else{i=13107400;V=146}if((V|0)==146)V=0;h=h-i|0}}while(0);i=c[n>>2]|0;if((i|0)==64){ma=h;break}else{k=y;n=n+4|0}}}while(0);ba=e+128|0;h=ba;c[h>>2]=0;c[h+4>>2]=0;h=c[j+3216>>2]|0;m:do if((h|0)==64)ja=0;else{B=e+104|0;C=e+176|0;D=e+184|0;E=e+24|0;F=e+36|0;G=e+204|0;H=e+212|0;I=e+88|0;J=e+220|0;K=e+112|0;L=j+256|0;M=j+296|0;N=(c[j+5352>>2]|0)+344|0;A=j+5360|0;P=j+392|0;Q=j+3984|0;R=j+328|0;S=j+264|0;T=j+5356|0;i=0;m=0;n=0;k=j+3220|0;while(1){y=k;n:while(1){o=L;la=M;v=c[125952+(h*24|0)+16>>2]|0;w=125952+(h*24|0)|0;s=w;x=125952+(h*24|0)+8|0;p=x;p=gx(c[s>>2]&(c[la>>2]^c[o>>2])|0,c[s+4>>2]&(c[la+4>>2]^c[o+4>>2])|0,c[p>>2]|0,c[p+4>>2]|0)|0;p=jx(p|0,z|0,55)|0;p=v+(p<<3)|0;o=c[p>>2]|0;p=c[p+4>>2]|0;la=N;s=45760+(h<<3)|0;ka=s;if(!((c[ka>>2]&c[la>>2]|0)==0?(c[ka+4>>2]&c[la+4>>2]|0)==0:0)){if((c[A>>2]|0)==1?(c[P>>2]|0)==0:0)k=64;else k=c[Q>>2]|0;la=79360+(k<<9)+(h<<3)|0;o=c[la>>2]&o;p=c[la+4>>2]&p}ka=B;ja=c[ka>>2]|0;ka=c[ka+4>>2]|0;ga=C;ha=c[ga+4>>2]|ka&p;la=C;c[la>>2]=c[ga>>2]|ja&o;c[la+4>>2]=ha;m=o|m;n=p|n;la=ba;c[la>>2]=m;c[la+4>>2]=n;la=B;c[la>>2]=ja|o;c[la+4>>2]=ka|p;la=D;if((c[la>>2]&o|0)==0?(c[la+4>>2]&p|0)==0:0)k=c[A>>2]|0;else{c[G>>2]=(c[G>>2]|0)+1;k=c[A>>2]|0;c[H>>2]=(c[H>>2]|0)+(c[5376+(k<<5)+12>>2]|0);ka=I;ja=c[ka>>2]&o;ka=c[ka+4>>2]&p;ha=jx(ja|0,ka|0,16)|0;la=jx(ja|0,ka|0,48)|0;c[J>>2]=(d[1106644+(ha&65535)>>0]|0)+(d[1106644+(ja&65535)>>0]|0)+(d[1106644+(ka&65535)>>0]|0)+(d[1106644+la>>0]|0)+(c[J>>2]|0)}ka=E;ja=c[ka>>2]&o;ka=c[ka+4>>2]&p;ha=jx(ja|0,ka|0,16)|0;la=jx(ja|0,ka|0,48)|0;c[F>>2]=(c[F>>2]|0)+(c[5632+(k<<9)+128+((d[1106644+(ha&65535)>>0]|0)+(d[1106644+(ja&65535)>>0]|0)+(d[1106644+(ka&65535)>>0]|0)+(d[1106644+la>>0]|0)<<2)>>2]|0);switch(k|0){case 1:break;case 4:{if(c[P>>2]|0){k=4;break n}break}default:break n}h=c[y>>2]|0;if((h|0)==64){ja=i;break m}else y=y+4|0}u=c[wa>>2]|0;r=u+48|0;q=c[r>>2]&-65536^-65536;r=c[r+4>>2]&255^255;t=s;s=c[t>>2]|0;t=c[t+4>>2]|0;if((q&s|0)==0&(r&t|0)==0){la=R;q=q&o&~c[la>>2];o=r&p&~c[la+4>>2];if(!((q|0)==0&(o|0)==0)){la=K;i=(c[9736+(((c[la>>2]&q|0?1:(c[la+4>>2]&o|0)!=0)&1)<<2)>>2]|0)+i|0}}else{la=K;i=(c[9736+(((c[la>>2]&s|0?1:(c[la+4>>2]&t|0)!=0)&1)<<2)>>2]<<1)+i|0}q=S;p=c[q>>2]|0;q=c[q+4>>2]|0;o=kx(p|0,q|0,8)|0;o=(o&s|0)==0&(z&t|0)==0?i:i+16|0;if((k|0)==1?(c[P>>2]|0)==0:0)i=64;else i=c[Q>>2]|0;ga=(O(c[944732+(h<<8)+(i<<2)>>2]|0,-393222)|0)+o|0;ka=R;ha=c[ka>>2]&p;ka=c[ka+4>>2]&q;ja=L;ja=kx(c[ja>>2]|0,c[ja+4>>2]|0,8)|0;ja=ha&ja;ka=ka&z;ha=c[u+112+((((s&-1437226411|0)!=0|(t&-1437226411|0)!=0)&1)<<2)>>2]|0;la=jx(ja|0,ka|0,16)|0;i=jx(ja|0,ka|0,48)|0;i=ga+(O(O(ha,-458755)|0,(d[1106644+(ja&15360)>>0]|0)+1+(d[1106644+(la&15420)>>0]|0)+(d[1106644+(ka&15420)>>0]|0)+(d[1106644+(i&15420)>>0]|0)|0)|0)|0;ka=w;la=x;la=gx(c[ka>>2]&p|0,c[ka+4>>2]&q|0,c[la>>2]|0,c[la+4>>2]|0)|0;la=jx(la|0,z|0,55)|0;la=v+(la<<3)|0;ka=(c[la>>2]|s)&402653184;la=(c[la+4>>2]|t)&24;ja=ax(ka|0,la|0,-1,31)|0;i=(ja&ka|0)!=0|(z&la|0)!=0?i+22|0:i;o:do if(a[T>>0]|0){switch(h|0){case 63:case 56:break;default:break o}k=(h&7|0)==0?-7:-9;h=k+h|0;if((c[j+(h<<2)>>2]|0)==9){if(!(c[j+(h+-8<<2)>>2]|0))if((c[j+(h+k<<2)>>2]|0)==9){h=6553700;V=175}else h=3276850;else{h=13107400;V=175}if((V|0)==175)V=0;i=i-h|0}}while(0);h=c[y>>2]|0;if((h|0)==64){ja=i;break}else k=y+4|0}}while(0);ka=e+72|0;i=ka;c[i>>2]=0;c[i+4>>2]=0;i=c[j+1424>>2]|0;p:do if((i|0)==64)ha=0;else{t=e+40|0;u=e+168|0;v=e+192|0;w=e+16|0;x=e+32|0;y=e+200|0;A=e+208|0;B=e+152|0;C=e+216|0;D=j+256|0;E=j+296|0;F=j+320|0;G=j+288|0;s=j+5360|0;H=j+360|0;I=j+1936|0;J=j+328|0;K=j+264|0;M=c[j+5352>>2]|0;L=M+336|0;M=M+24|0;h=0;k=0;m=0;n=j+1428|0;while(1){p=k;q=m;r=n;q:while(1){ga=D;fa=E;la=F;ha=G;m=c[124416+(i*24|0)+16>>2]|0;ea=124416+(i*24|0)|0;n=124416+(i*24|0)+8|0;n=gx(c[ea>>2]&(c[fa>>2]^c[ga>>2]^c[ha>>2]&c[la>>2])|0,c[ea+4>>2]&(c[fa+4>>2]^c[ga+4>>2]^c[ha+4>>2]&c[la+4>>2])|0,c[n>>2]|0,c[n+4>>2]|0)|0;n=jx(n|0,z|0,52)|0;n=m+(n<<3)|0;m=c[n>>2]|0;n=c[n+4>>2]|0;la=L;ha=45760+(i<<3)|0;if(!((c[ha>>2]&c[la>>2]|0)==0?(c[ha+4>>2]&c[la+4>>2]|0)==0:0)){if((c[s>>2]|0)==1?(c[H>>2]|0)==0:0)k=64;else k=c[I>>2]|0;la=79360+(k<<9)+(i<<3)|0;m=c[la>>2]&m;n=c[la+4>>2]&n}ha=t;ga=c[ha>>2]|0;ha=c[ha+4>>2]|0;ea=u;fa=c[ea+4>>2]|ha&n;la=u;c[la>>2]=c[ea>>2]|ga&m;c[la+4>>2]=fa;p=m|p;q=n|q;la=ka;c[la>>2]=p;c[la+4>>2]=q;la=t;c[la>>2]=ga|m;c[la+4>>2]=ha|n;la=v;if((c[la>>2]&m|0)==0?(c[la+4>>2]&n|0)==0:0)o=c[s>>2]|0;else{g=g+1|0;c[y>>2]=g;o=c[s>>2]|0;c[A>>2]=(c[A>>2]|0)+(c[5376+(o<<5)+16>>2]|0);ha=B;ga=c[ha>>2]&m;ha=c[ha+4>>2]&n;fa=jx(ga|0,ha|0,16)|0;la=jx(ga|0,ha|0,48)|0;c[C>>2]=(d[1106644+(fa&65535)>>0]|0)+(d[1106644+(ga&65535)>>0]|0)+(d[1106644+(ha&65535)>>0]|0)+(d[1106644+la>>0]|0)+(c[C>>2]|0)}la=w;ha=c[la>>2]&m;la=c[la+4>>2]&n;ga=jx(ha|0,la|0,16)|0;n=jx(ha|0,la|0,48)|0;n=(d[1106644+(ga&65535)>>0]|0)+(d[1106644+(ha&65535)>>0]|0)+(d[1106644+(la&65535)>>0]|0)+(d[1106644+n>>0]|0)|0;c[x>>2]=(c[x>>2]|0)+(c[5632+(o<<9)+256+(n<<2)>>2]|0);switch(o|0){case 1:break;case 4:{if(c[H>>2]|0)break q;break}default:break q}i=c[r>>2]|0;if((i|0)==64){ha=h;break p}else r=r+4|0}if((i>>3|0)>3){fa=J;la=K;ha=121344+(i<<3)|0;ga=c[la>>2]&c[fa>>2]&c[ha>>2];ha=c[la+4>>2]&c[fa+4>>2]&c[ha+4>>2];fa=jx(ga|0,ha|0,16)|0;la=jx(ga|0,ha|0,48)|0;h=(O((d[1106644+(fa&65535)>>0]|0)+(d[1106644+(ga&65535)>>0]|0)+(d[1106644+(ha&65535)>>0]|0)+(d[1106644+la>>0]|0)|0,1572872)|0)+h|0}m=c[wa>>2]|0;i=i&7;k=1<<i;do if(!(c[m+96>>2]&k)){if(n>>>0<4){if((o|0)==1?(c[H>>2]|0)==0:0)break;la=c[I>>2]&7;if(!(la>>>0<4^i>>>0<la>>>0)){la=(O(n,-22)|0)+92|0;h=h-(O((c[M>>2]&3|0)==0?2:1,la)|0)|0}}}else h=(c[9744+(((c[m+100>>2]&k|0)!=0&1)<<2)>>2]|0)+h|0;while(0);i=c[r>>2]|0;if((i|0)==64){ha=h;break}else{k=p;m=q;n=r+4|0}}}while(0);la=e+136|0;g=la;c[g>>2]=0;c[g+4>>2]=0;g=c[j+3472>>2]|0;r:do if((g|0)==64)ea=0;else{s=e+104|0;t=e+176|0;u=e+184|0;v=e+24|0;w=e+36|0;x=e+204|0;y=e+212|0;A=e+88|0;B=e+220|0;C=j+256|0;D=j+296|0;E=j+328|0;F=j+288|0;r=j+5360|0;G=j+392|0;H=j+3984|0;I=j+320|0;J=j+264|0;L=c[j+5352>>2]|0;K=L+344|0;L=L+24|0;h=0;k=0;m=0;i=j+3476|0;while(1){o=k;p=m;q=i;s:while(1){ea=C;da=D;ga=E;fa=F;k=c[124416+(g*24|0)+16>>2]|0;aa=124416+(g*24|0)|0;m=124416+(g*24|0)+8|0;m=gx(c[aa>>2]&(c[da>>2]^c[ea>>2]^c[fa>>2]&c[ga>>2])|0,c[aa+4>>2]&(c[da+4>>2]^c[ea+4>>2]^c[fa+4>>2]&c[ga+4>>2])|0,c[m>>2]|0,c[m+4>>2]|0)|0;m=jx(m|0,z|0,52)|0;m=k+(m<<3)|0;k=c[m>>2]|0;m=c[m+4>>2]|0;ga=K;fa=45760+(g<<3)|0;if((c[fa>>2]&c[ga>>2]|0)==0?(c[fa+4>>2]&c[ga+4>>2]|0)==0:0)i=m;else{if((c[r>>2]|0)==1?(c[G>>2]|0)==0:0)i=64;else i=c[H>>2]|0;i=79360+(i<<9)+(g<<3)|0;k=c[i>>2]&k;i=c[i+4>>2]&m}fa=s;ea=c[fa>>2]|0;fa=c[fa+4>>2]|0;aa=t;da=c[aa+4>>2]|fa&i;ga=t;c[ga>>2]=c[aa>>2]|ea&k;c[ga+4>>2]=da;o=k|o;p=i|p;ga=la;c[ga>>2]=o;c[ga+4>>2]=p;ga=s;c[ga>>2]=ea|k;c[ga+4>>2]=fa|i;ga=u;if((c[ga>>2]&k|0)==0?(c[ga+4>>2]&i|0)==0:0)n=c[r>>2]|0;else{c[x>>2]=(c[x>>2]|0)+1;n=c[r>>2]|0;c[y>>2]=(c[y>>2]|0)+(c[5376+(n<<5)+16>>2]|0);fa=A;ea=c[fa>>2]&k;fa=c[fa+4>>2]&i;da=jx(ea|0,fa|0,16)|0;ga=jx(ea|0,fa|0,48)|0;c[B>>2]=(d[1106644+(da&65535)>>0]|0)+(d[1106644+(ea&65535)>>0]|0)+(d[1106644+(fa&65535)>>0]|0)+(d[1106644+ga>>0]|0)+(c[B>>2]|0)}ga=v;fa=c[ga>>2]&k;ga=c[ga+4>>2]&i;ea=jx(fa|0,ga|0,16)|0;m=jx(fa|0,ga|0,48)|0;m=(d[1106644+(ea&65535)>>0]|0)+(d[1106644+(fa&65535)>>0]|0)+(d[1106644+(ga&65535)>>0]|0)+(d[1106644+m>>0]|0)|0;c[w>>2]=(c[w>>2]|0)+(c[5632+(n<<9)+256+(m<<2)>>2]|0);switch(n|0){case 1:break;case 4:{if(c[G>>2]|0)break s;break}default:break s}g=c[q>>2]|0;if((g|0)==64){ea=h;break r}else q=q+4|0}if((g>>3^7|0)>3){da=I;ga=J;fa=121344+(g<<3)|0;ea=c[ga>>2]&c[da>>2]&c[fa>>2];fa=c[ga+4>>2]&c[da+4>>2]&c[fa+4>>2];da=jx(ea|0,fa|0,16)|0;ga=jx(ea|0,fa|0,48)|0;h=(O((d[1106644+(da&65535)>>0]|0)+(d[1106644+(ea&65535)>>0]|0)+(d[1106644+(fa&65535)>>0]|0)+(d[1106644+ga>>0]|0)|0,1572872)|0)+h|0}k=c[wa>>2]|0;g=g&7;i=1<<g;do if(!(c[k+100>>2]&i)){if(m>>>0<4){if((n|0)==1?(c[G>>2]|0)==0:0)break;ga=c[H>>2]&7;if(!(ga>>>0<4^g>>>0<ga>>>0)){ga=(O(m,-22)|0)+92|0;h=h-(O((c[L>>2]&12|0)==0?2:1,ga)|0)|0}}}else h=(c[9744+(((c[k+96>>2]&i|0)!=0&1)<<2)>>2]|0)+h|0;while(0);g=c[q>>2]|0;if((g|0)==64){ea=h;break}else{k=o;m=p;i=q+4|0}}}while(0);fa=e+80|0;h=fa;c[h>>2]=0;c[h+4>>2]=0;h=c[j+1680>>2]|0;t:do if((h|0)==64)da=0;else{t=e+40|0;u=e+168|0;v=e+192|0;w=e+16|0;x=e+32|0;y=e+200|0;A=e+208|0;B=e+152|0;C=e+216|0;g=0;s=j;i=j+1684|0;while(1){o=s+256|0;p=(c[s+5352>>2]|0)+336|0;n=s+5360|0;q=s+360|0;r=s+1936|0;u:while(1){aa=o;Z=c[aa>>2]|0;aa=c[aa+4>>2]|0;k=c[124416+(h*24|0)+16>>2]|0;da=124416+(h*24|0)|0;m=124416+(h*24|0)+8|0;m=gx(c[da>>2]&Z|0,c[da+4>>2]&aa|0,c[m>>2]|0,c[m+4>>2]|0)|0;m=jx(m|0,z|0,52)|0;m=k+(m<<3)|0;k=c[m>>2]|0;m=c[m+4>>2]|0;da=c[125952+(h*24|0)+16>>2]|0;_=125952+(h*24|0)|0;ga=125952+(h*24|0)+8|0;ga=gx(c[_>>2]&Z|0,c[_+4>>2]&aa|0,c[ga>>2]|0,c[ga+4>>2]|0)|0;ga=jx(ga|0,z|0,55)|0;ga=da+(ga<<3)|0;k=c[ga>>2]|k;m=c[ga+4>>2]|m;ga=p;da=45760+(h<<3)|0;if((c[da>>2]&c[ga>>2]|0)==0?(c[da+4>>2]&c[ga+4>>2]|0)==0:0)j=m;else{if((c[n>>2]|0)==1?(c[q>>2]|0)==0:0)j=64;else j=c[r>>2]|0;j=79360+(j<<9)+(h<<3)|0;k=c[j>>2]&k;j=c[j+4>>2]&m}da=t;aa=c[da>>2]|0;da=c[da+4>>2]|0;ga=u;_=c[ga+4>>2]|da&j;Z=u;c[Z>>2]=c[ga>>2]|aa&k;c[Z+4>>2]=_;Z=fa;_=c[Z+4>>2]|j;ga=fa;c[ga>>2]=c[Z>>2]|k;c[ga+4>>2]=_;ga=t;c[ga>>2]=aa|k;c[ga+4>>2]=da|j;ga=v;if((c[ga>>2]&k|0)==0?(c[ga+4>>2]&j|0)==0:0)m=c[n>>2]|0;else{c[y>>2]=(c[y>>2]|0)+1;m=c[n>>2]|0;c[A>>2]=(c[A>>2]|0)+(c[5376+(m<<5)+20>>2]|0);da=B;aa=c[da>>2]&k;da=c[da+4>>2]&j;_=jx(aa|0,da|0,16)|0;ga=jx(aa|0,da|0,48)|0;c[C>>2]=(d[1106644+(_&65535)>>0]|0)+(d[1106644+(aa&65535)>>0]|0)+(d[1106644+(da&65535)>>0]|0)+(d[1106644+ga>>0]|0)+(c[C>>2]|0)}da=w;aa=c[da>>2]&k;da=c[da+4>>2]&j;_=jx(aa|0,da|0,16)|0;ga=jx(aa|0,da|0,48)|0;c[x>>2]=(c[x>>2]|0)+(c[5632+(m<<9)+384+((d[1106644+(_&65535)>>0]|0)+(d[1106644+(aa&65535)>>0]|0)+(d[1106644+(da&65535)>>0]|0)+(d[1106644+ga>>0]|0)<<2)>>2]|0);switch(m|0){case 1:break;case 4:{if(c[q>>2]|0)break u;break}default:break u}h=c[i>>2]|0;if((h|0)==64){da=g;j=s;break t}else i=i+4|0}ga=s+328|0;da=s+288|0;aa=s+280|0;h=Ie(s,(c[aa>>2]|c[da>>2])&c[ga>>2],(c[aa+4>>2]|c[da+4>>2])&c[ga+4>>2],h,U)|0;g=(h|0)==0&(z|0)==0?g:g+-655410|0;h=c[i>>2]|0;if((h|0)==64)break;s=c[e>>2]|0;i=i+4|0}da=g;j=c[e>>2]|0}while(0);ga=e+144|0;h=ga;c[h>>2]=0;c[h+4>>2]=0;h=c[j+3728>>2]|0;v:do if((h|0)==64){aa=0;i=j}else{t=e+104|0;u=e+176|0;v=e+184|0;w=e+24|0;x=e+36|0;y=e+204|0;A=e+212|0;B=e+88|0;C=e+220|0;g=0;i=j;j=j+3732|0;while(1){p=i+256|0;q=(c[i+5352>>2]|0)+344|0;o=i+5360|0;r=i+392|0;s=i+3984|0;w:while(1){Z=p;X=c[Z>>2]|0;Z=c[Z+4>>2]|0;m=c[124416+(h*24|0)+16>>2]|0;_=124416+(h*24|0)|0;n=124416+(h*24|0)+8|0;n=gx(c[_>>2]&X|0,c[_+4>>2]&Z|0,c[n>>2]|0,c[n+4>>2]|0)|0;n=jx(n|0,z|0,52)|0;n=m+(n<<3)|0;m=c[n>>2]|0;n=c[n+4>>2]|0;_=c[125952+(h*24|0)+16>>2]|0;Y=125952+(h*24|0)|0;aa=125952+(h*24|0)+8|0;aa=gx(c[Y>>2]&X|0,c[Y+4>>2]&Z|0,c[aa>>2]|0,c[aa+4>>2]|0)|0;aa=jx(aa|0,z|0,55)|0;aa=_+(aa<<3)|0;m=c[aa>>2]|m;n=c[aa+4>>2]|n;aa=q;_=45760+(h<<3)|0;if((c[_>>2]&c[aa>>2]|0)==0?(c[_+4>>2]&c[aa+4>>2]|0)==0:0)k=n;else{if((c[o>>2]|0)==1?(c[r>>2]|0)==0:0)k=64;else k=c[s>>2]|0;k=79360+(k<<9)+(h<<3)|0;m=c[k>>2]&m;k=c[k+4>>2]&n}_=t;Z=c[_>>2]|0;_=c[_+4>>2]|0;aa=u;Y=c[aa+4>>2]|_&k;X=u;c[X>>2]=c[aa>>2]|Z&m;c[X+4>>2]=Y;X=ga;Y=c[X+4>>2]|k;aa=ga;c[aa>>2]=c[X>>2]|m;c[aa+4>>2]=Y;aa=t;c[aa>>2]=Z|m;c[aa+4>>2]=_|k;aa=v;if((c[aa>>2]&m|0)==0?(c[aa+4>>2]&k|0)==0:0)n=c[o>>2]|0;else{c[y>>2]=(c[y>>2]|0)+1;n=c[o>>2]|0;c[A>>2]=(c[A>>2]|0)+(c[5376+(n<<5)+20>>2]|0);_=B;Z=c[_>>2]&m;_=c[_+4>>2]&k;Y=jx(Z|0,_|0,16)|0;aa=jx(Z|0,_|0,48)|0;c[C>>2]=(d[1106644+(Y&65535)>>0]|0)+(d[1106644+(Z&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+aa>>0]|0)+(c[C>>2]|0)}_=w;Z=c[_>>2]&m;_=c[_+4>>2]&k;Y=jx(Z|0,_|0,16)|0;aa=jx(Z|0,_|0,48)|0;c[x>>2]=(c[x>>2]|0)+(c[5632+(n<<9)+384+((d[1106644+(Y&65535)>>0]|0)+(d[1106644+(Z&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+aa>>0]|0)<<2)>>2]|0);switch(n|0){case 1:break;case 4:{if(c[r>>2]|0)break w;break}default:break w}h=c[j>>2]|0;if((h|0)==64){aa=g;break v}else j=j+4|0}aa=i+320|0;_=i+288|0;Z=i+280|0;h=Ie(i,(c[Z>>2]|c[_>>2])&c[aa>>2],(c[Z+4>>2]|c[_+4>>2])&c[aa+4>>2],h,U)|0;g=(h|0)==0&(z|0)==0?g:g+-655410|0;h=c[j>>2]|0;if((h|0)==64)break;i=c[e>>2]|0;j=j+4|0}aa=g;i=c[e>>2]|0}while(0);j=c[i+5360>>2]|0;x:do if((j|0)!=3){g=e+32|0;k=c[g>>2]|0;h=e+36|0;m=c[h>>2]|0;switch(j|0){case 6:case 1:{o=0;n=k;p=m;V=310;break x}case 4:break;default:{Y=h;Z=k;p=m;V=264;break x}}if(!(c[i+360>>2]|0)){o=0;j=4;p=m;n=k;V=311}else{Y=h;Z=k;p=m;V=264}}else{p=e+112|0;X=ia;Z=ba;g=la;U=i+256|0;Y=c[U>>2]|0;U=c[U+4>>2]|0;g=~(c[X+4>>2]|c[p+4>>2]|c[Z+4>>2]|c[g+4>>2]|U);Z=jx(0,g|0,48)|0;p=d[1106644]<<1;Z=O(p+(d[1106644+(g&65535)>>0]|0)+(d[1106644+Z>>0]|0)|0,1966110)|0;g=e+32|0;Z=Z+(c[g>>2]|0)|0;c[g>>2]=Z;X=e+48|0;W=ca;_=$;V=ka;Y=~(c[W>>2]|c[X>>2]|c[_>>2]|c[V>>2]|Y);V=jx(Y|0,0,16)|0;p=O((d[1106644+V>>0]|0)+(d[1106644+(Y&65535)>>0]|0)+p|0,1966110)|0;Y=e+36|0;p=p+(c[Y>>2]|0)|0;c[Y>>2]=p;V=264}while(0);if((V|0)==264){W=c[i+1936>>2]|0;h=c[wa>>2]|0;if((c[h+64>>2]|0)==(W|0)?(c[h+88>>2]|0)==(c[(c[i+5352>>2]|0)+24>>2]&3|0):0){X=j;n=c[h+72>>2]|0}else{n=ne(h,i,W)|0;c[h+72>>2]=n;i=c[e>>2]|0;X=c[i+5360>>2]|0}M=c[e+204>>2]|0;V=(X|0)==3;R=c[i+388>>2]|0;if(V)h=(c[i+4548>>2]|0)+R|0;else h=R;do if((M|0)>(1-h|0)){U=(X|0)==2;k=e+104|0;m=c[k>>2]|0;k=c[k+4>>2]|0;s=e+40|0;r=c[s>>2]|0;s=c[s+4>>2]|0;T=e+88|0;S=c[T>>2]|0;T=c[T+4>>2]|0;A=fa;y=c[A>>2]|0;A=c[A+4>>2]|0;u=e+168|0;t=c[u>>2]|0;u=c[u+4>>2]|0;if(U){q=i+328|0;o=i+304|0;h=c[q>>2]&~c[o>>2]|m;j=S|~r|y&~t;o=c[q+4>>2]&~c[o+4>>2]|k;q=T|~s|A&~u}else{h=m&~t;j=S|~r|y;o=k&~u;q=T|~s|A}J=h&j;I=o&q;do if(V){if(!(c[i+4548>>2]|0)){o=0;q=0;break}q=i+256|0;o=J&~c[q>>2];q=I&~c[q+4>>2]}else{o=0;q=0}while(0);H=i+328|0;G=c[H>>2]|0;H=c[H+4>>2]|0;w=~G;x=~H;h=e+176|0;j=c[h>>2]|0;h=c[h+4>>2]|0;r=(j&J|~r)&w|(U?S:0);v=(h&I|~s)&x|(U?T:0);P=i+320|0;N=c[P>>2]|0;P=c[P+4>>2]|0;F=(r|m&~t&(y|S))&~N;E=(v|k&~u&(A|T))&~P;L=i+256|0;K=c[L>>2]|0;L=c[L+4>>2]|0;s=i+296|0;_=c[s>>2]&N^K;s=c[s+4>>2]&P^L;t=c[124416+(W*24|0)+16>>2]|0;B=124416+(W*24|0)|0;u=124416+(W*24|0)+8|0;u=gx(c[B>>2]&_|0,c[B+4>>2]&s|0,c[u>>2]|0,c[u+4>>2]|0)|0;u=jx(u|0,z|0,52)|0;u=t+(u<<3)|0;t=c[u>>2]|0;u=c[u+4>>2]|0;B=c[125952+(W*24|0)+16>>2]|0;Q=125952+(W*24|0)|0;C=125952+(W*24|0)+8|0;C=gx(c[Q>>2]&_|0,c[Q+4>>2]&s|0,c[C>>2]|0,c[C+4>>2]|0)|0;C=jx(C|0,z|0,55)|0;C=B+(C<<3)|0;B=c[C>>2]|0;C=c[C+4>>2]|0;s=ga;s=((r&~y&(B|t)&(c[s>>2]|o)|0)==0?(v&~A&(C|u)&(c[s+4>>2]|q)|0)==0:0)?0:780;Q=(X|0)==7;if(Q){A=(c[(c[i+5352>>2]|0)+40>>2]|0)==0;D=A?r:w;A=A?v:x}else{D=r;A=v}if(V){r=(c[i+4544>>2]|0)==0;o=r?0:~K;r=r?0:~L}else{o=0;r=0}y=la;q=c[y>>2]|0;y=c[y+4>>2]|0;_=((q&D|o&F)&t|0)==0?((y&A|r&E)&u|0)==0:0;q=_?(q|o)&t:0;o=_?(y|r)&u:0;r=_?s:s+880|0;if(V){v=(c[i+4540>>2]|0)==0;t=v?0:~K;v=v?0:~L}else{t=0;v=0}u=ba;s=c[u>>2]|0;u=c[u+4>>2]|0;if(((s&D|t&F)&B|0)==0?((u&A|v&E)&C|0)==0:0){q=(s|t)&B|q;o=(u|v)&C|o}else r=r+435|0;w=120320+(W<<3)|0;s=c[w>>2]|0;w=c[w+4>>2]|0;if(V){y=(c[i+4536>>2]|0)==0;u=y?0:~K;y=y?0:~L}else{u=0;y=0}x=ia;t=c[x>>2]|0;x=c[x+4>>2]|0;if(((t&D|u&F)&s|0)==0?((x&A|y&E)&w|0)==0:0){v=r;q=(t|u)&s|q;o=(x|y)&w|o}else v=r+790|0;do if(V){w=123392+(W<<3)|0;t=c[w>>2]|0;w=c[w+4>>2]|0;x=(c[i+4532>>2]|0)==0;C=~K;_=~L;u=x?0:C;x=x?0:_;s=e+112|0;r=c[s>>2]&N;s=c[s+4>>2]&P;B=i+264|0;H=jx(c[B>>2]&G|0,c[B+4>>2]&H|0,8)|0;r=H&C|r;s=z&_|s;if(((r&D|u&F)&t|0)==0?((s&A|x&E)&w|0)==0:0){q=(r|u)&t|q;o=(s|x)&w|o;break}else{v=v+435|0;break}}while(0);_=e+24|0;H=c[_>>2]&q;_=c[_+4>>2]&o;s=O(c[e+212>>2]|0,M)|0;t=O(c[e+220>>2]|0,c[9752+(X*28|0)>>2]|0)|0;q=c[9752+(X*28|0)+4>>2]|0;u=e+184|0;M=c[u>>2]&J;u=c[u+4>>2]&I;J=jx(M|0,u|0,16)|0;r=jx(M|0,u|0,48)|0;q=O((d[1106644+(J&65535)>>0]|0)+(d[1106644+(M&65535)>>0]|0)+(d[1106644+(u&65535)>>0]|0)+(d[1106644+r>>0]|0)|0,q)|0;r=c[9752+(X*28|0)+8>>2]|0;u=c[i+5352>>2]|0;M=u+336|0;J=c[M>>2]|H;M=c[M+4>>2]|_;I=jx(J|0,M|0,16)|0;_=jx(J|0,M|0,48)|0;r=O((d[1106644+(I&65535)>>0]|0)+(d[1106644+(J&65535)>>0]|0)+(d[1106644+(M&65535)>>0]|0)+(d[1106644+_>>0]|0)|0,r)|0;if(V)o=(c[i+4548>>2]|0)+R|0;else o=R;_=(O(c[9752+(X*28|0)+16>>2]|0,n<<16>>16)|0)/8|0;o=s+v+t+q+r+((o|0)==0?c[9752+(X*28|0)+12>>2]|0:0)+(c[9752+(X*28|0)+20>>2]|0)+_|0;if(V)o=((c[i+4528>>2]|0)*79|0)+o+(c[i+4532>>2]<<4)+((c[i+4536>>2]|0)*200|0)+((c[i+4540>>2]|0)*61|0)+((c[i+4544>>2]|0)*138|0)+((c[i+4548>>2]|0)*152|0)|0;if(U){R=122368+(c[i+1936>>2]<<3)|0;q=N&m&c[R>>2];R=P&k&c[R+4>>2];P=jx(q|0,R|0,16)|0;_=jx(q|0,R|0,48)|0;_=(((d[1106644+(P&65535)>>0]|0)+(d[1106644+(q&65535)>>0]|0)+(d[1106644+(R&65535)>>0]|0)+(d[1106644+_>>0]|0)|0)*883|0)+o|0;S=K&S;T=L&T;R=jx(S|0,T|0,16)|0;q=jx(S|0,T|0,48)|0;q=(O((d[1106644+(R&65535)>>0]|0)+(d[1106644+(S&65535)>>0]|0)+(d[1106644+(T&65535)>>0]|0)+(d[1106644+q>>0]|0)|0,-6553700)|0)+n|0;n=_}else{q=n;n=o}if((n|0)<=0){n=q;break}n=(V?0:(c[Y>>2]|0)-(c[g>>2]|0)<<16>>16)+n|0;n=(n|0)>0?n:0;if(Q)o=(O(c[9976+(c[u+40>>2]<<2)>>2]|0,n)|0)/256|0;else o=n;n=O(o,o)|0;n=U&n>>>0>10244095?2500:n>>>12;do if(V){if(c[i+5340>>2]|0)break;n=n-((n>>>0)/10|0)|0}while(0);n=V&(n|0)>2500?2500:n;n=Q&(n|0)>2500?2500:n;n=q-n+(O(((O(n,c[9752+(X*28|0)+24>>2]|0)|0)/256|0)+((o|0)/16|0)|0,-65536)|0)|0}else{k=e+104|0;h=e+176|0;m=c[k>>2]|0;k=c[k+4>>2]|0;j=c[h>>2]|0;h=c[h+4>>2]|0}while(0);U=2112+((W&7)<<3)|0;W=c[U>>2]|0;U=c[U+4>>2]|0;T=i+264|0;T=((c[T>>2]&W|0)==0?(c[T+4>>2]&U|0)==0:0)?n+-5242900|0:n;W=W&m;U=U&k;_=U&255;o=e+48|0;V=W&j&~c[o>>2];h=_&h&~c[o+4>>2];o=c[9992+(X<<2)>>2]|0;U=jx(W|0,U|0,16)|0;W=d[1106644+(W&65535)>>0]|0;U=d[1106644+(U&65535)>>0]|0;_=d[1106644+_>>0]|0;n=d[1106644]|0;j=jx(V|0,h|0,16)|0;o=T-(O(U+W+_+(d[1106644+(V&65535)>>0]|0)+(n<<1)+(d[1106644+(j&65535)>>0]|0)+(d[1106644+h>>0]|0)|0,o)|0)|0;h=Y;j=X;n=Z;V=310}if((V|0)==310)switch(j|0){case 6:case 1:{D=0;F=p;V=358;break}case 4:{V=311;break}default:{m=j;k=j;_=n;V=312}}if((V|0)==311)if(!(c[i+392>>2]|0)){D=0;j=4;F=p;V=374}else{m=j;k=4;_=n;V=312}if((V|0)==312){Y=c[i+3984>>2]|0;j=c[wa>>2]|0;if((c[j+68>>2]|0)==(Y|0)?(c[j+92>>2]|0)==(c[(c[i+5352>>2]|0)+24>>2]&12|0):0){Z=m;X=k;m=c[j+76>>2]|0}else{m=pe(j,i,Y)|0;c[j+76>>2]=m;i=c[e>>2]|0;X=c[i+5360>>2]|0;Z=X}L=c[e+200>>2]|0;W=(X|0)==3;Q=c[i+356>>2]|0;if(W)j=(c[i+4516>>2]|0)+Q|0;else j=Q;do if((L|0)>(1-j|0)){T=(X|0)==2;j=e+40|0;k=c[j>>2]|0;j=c[j+4>>2]|0;u=e+104|0;t=c[u>>2]|0;u=c[u+4>>2]|0;S=e+152|0;R=c[S>>2]|0;S=c[S+4>>2]|0;B=ga;A=c[B>>2]|0;B=c[B+4>>2]|0;w=e+176|0;v=c[w>>2]|0;w=c[w+4>>2]|0;if(T){s=i+320|0;r=i+304|0;n=c[s>>2]&~c[r>>2]|k;q=R|~t|A&~v;r=c[s+4>>2]&~c[r+4>>2]|j;s=S|~u|B&~w}else{n=k&~v;q=R|~t|A;r=j&~w;s=S|~u|B}I=n&q;H=r&s;do if(W){if(!(c[i+4516>>2]|0)){n=0;q=0;break}q=i+256|0;n=I&~c[q>>2];q=H&~c[q+4>>2]}else{n=0;q=0}while(0);G=i+320|0;F=c[G>>2]|0;G=c[G+4>>2]|0;x=~F;y=~G;V=e+168|0;U=c[V>>2]|0;V=c[V+4>>2]|0;r=(U&I|~t)&x|(T?R:0);t=(V&H|~u)&y|(T?S:0);N=i+328|0;M=c[N>>2]|0;N=c[N+4>>2]|0;E=(r|k&~v&(A|R))&~M;D=(t|j&~w&(B|S))&~N;K=i+256|0;J=c[K>>2]|0;K=c[K+4>>2]|0;s=i+296|0;za=c[s>>2]&M^J;s=c[s+4>>2]&N^K;u=c[124416+(Y*24|0)+16>>2]|0;w=124416+(Y*24|0)|0;v=124416+(Y*24|0)+8|0;v=gx(c[w>>2]&za|0,c[w+4>>2]&s|0,c[v>>2]|0,c[v+4>>2]|0)|0;v=jx(v|0,z|0,52)|0;v=u+(v<<3)|0;u=c[v>>2]|0;v=c[v+4>>2]|0;w=c[125952+(Y*24|0)+16>>2]|0;P=125952+(Y*24|0)|0;C=125952+(Y*24|0)+8|0;C=gx(c[P>>2]&za|0,c[P+4>>2]&s|0,c[C>>2]|0,c[C+4>>2]|0)|0;C=jx(C|0,z|0,55)|0;C=w+(C<<3)|0;w=c[C>>2]|0;C=c[C+4>>2]|0;s=fa;s=((r&~A&(w|u)&(c[s>>2]|n)|0)==0?(t&~B&(C|v)&(c[s+4>>2]|q)|0)==0:0)?0:780;P=(X|0)==7;if(P){A=(c[(c[i+5352>>2]|0)+36>>2]|0)==0;B=A?r:x;A=A?t:y}else{B=r;A=t}if(W){r=(c[i+4512>>2]|0)==0;n=r?0:~J;r=r?0:~K}else{n=0;r=0}y=ka;q=c[y>>2]|0;y=c[y+4>>2]|0;za=((q&B|n&E)&u|0)==0?((y&A|r&D)&v|0)==0:0;q=za?(q|n)&u:0;n=za?(y|r)&v:0;r=za?s:s+880|0;if(W){v=(c[i+4508>>2]|0)==0;t=v?0:~J;v=v?0:~K}else{t=0;v=0}u=$;s=c[u>>2]|0;u=c[u+4>>2]|0;if(((s&B|t&E)&w|0)==0?((u&A|v&D)&C|0)==0:0){q=(s|t)&w|q;n=(u|v)&C|n}else r=r+435|0;w=120320+(Y<<3)|0;s=c[w>>2]|0;w=c[w+4>>2]|0;if(W){y=(c[i+4504>>2]|0)==0;u=y?0:~J;y=y?0:~K}else{u=0;y=0}x=ca;t=c[x>>2]|0;x=c[x+4>>2]|0;if(((t&B|u&E)&s|0)==0?((x&A|y&D)&w|0)==0:0){v=r;q=(t|u)&s|q;n=(x|y)&w|n}else v=r+790|0;do if(W){w=123904+(Y<<3)|0;t=c[w>>2]|0;w=c[w+4>>2]|0;x=(c[i+4500>>2]|0)==0;C=~J;za=~K;u=x?0:C;x=x?0:za;s=e+48|0;r=c[s>>2]&M;s=c[s+4>>2]&N;y=i+264|0;G=kx(c[y>>2]&F|0,c[y+4>>2]&G|0,8)|0;r=G&C|r;s=z&za|s;if(((r&B|u&E)&t|0)==0?((s&A|x&D)&w|0)==0:0){q=(r|u)&t|q;n=(s|x)&w|n;break}else{v=v+435|0;break}}while(0);za=e+16|0;G=c[za>>2]&q;za=c[za+4>>2]&n;s=O(c[e+208>>2]|0,L)|0;t=O(c[e+216>>2]|0,c[9752+(X*28|0)>>2]|0)|0;q=c[9752+(X*28|0)+4>>2]|0;u=e+192|0;L=c[u>>2]&I;u=c[u+4>>2]&H;I=jx(L|0,u|0,16)|0;r=jx(L|0,u|0,48)|0;q=O((d[1106644+(I&65535)>>0]|0)+(d[1106644+(L&65535)>>0]|0)+(d[1106644+(u&65535)>>0]|0)+(d[1106644+r>>0]|0)|0,q)|0;r=c[9752+(X*28|0)+8>>2]|0;u=c[i+5352>>2]|0;L=u+344|0;I=c[L>>2]|G;L=c[L+4>>2]|za;H=jx(I|0,L|0,16)|0;za=jx(I|0,L|0,48)|0;r=O((d[1106644+(H&65535)>>0]|0)+(d[1106644+(I&65535)>>0]|0)+(d[1106644+(L&65535)>>0]|0)+(d[1106644+za>>0]|0)|0,r)|0;if(W)n=(c[i+4516>>2]|0)+Q|0;else n=Q;za=(O(c[9752+(X*28|0)+16>>2]|0,m<<16>>16)|0)/8|0;n=s+v+t+q+r+((n|0)==0?c[9752+(X*28|0)+12>>2]|0:0)+(c[9752+(X*28|0)+20>>2]|0)+za|0;if(W)n=((c[i+4496>>2]|0)*79|0)+n+(c[i+4500>>2]<<4)+((c[i+4504>>2]|0)*200|0)+((c[i+4508>>2]|0)*61|0)+((c[i+4512>>2]|0)*138|0)+((c[i+4516>>2]|0)*152|0)|0;if(T){za=122368+(c[i+3984>>2]<<3)|0;M=M&k&c[za>>2];za=N&j&c[za+4>>2];N=jx(M|0,za|0,16)|0;Q=jx(M|0,za|0,48)|0;n=(((d[1106644+(N&65535)>>0]|0)+(d[1106644+(M&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+Q>>0]|0)|0)*883|0)+n|0;R=J&R;S=K&S;Q=jx(R|0,S|0,16)|0;za=jx(R|0,S|0,48)|0;m=(O((d[1106644+(Q&65535)>>0]|0)+(d[1106644+(R&65535)>>0]|0)+(d[1106644+(S&65535)>>0]|0)+(d[1106644+za>>0]|0)|0,-6553700)|0)+m|0}if((n|0)<=0){h=U;g=V;break}g=(W?0:(c[g>>2]|0)-(c[h>>2]|0)<<16>>16)+n|0;g=(g|0)>0?g:0;if(P)h=(O(c[9976+(c[u+36>>2]<<2)>>2]|0,g)|0)/256|0;else h=g;g=O(h,h)|0;g=T&g>>>0>10244095?2500:g>>>12;do if(W){if((c[i+5340>>2]|0)!=1)break;g=g-((g>>>0)/10|0)|0}while(0);g=W&(g|0)>2500?2500:g;g=P&(g|0)>2500?2500:g;m=m-g+(O(((O(g,c[9752+(X*28|0)+24>>2]|0)|0)/256|0)+((h|0)/16|0)|0,-65536)|0)|0;h=U;g=V}else{j=e+40|0;g=e+168|0;k=c[j>>2]|0;j=c[j+4>>2]|0;h=c[g>>2]|0;g=c[g+4>>2]|0}while(0);za=2112+((Y&7)<<3)|0;V=c[za>>2]|0;za=c[za+4>>2]|0;W=i+264|0;W=((c[W>>2]&V|0)==0?(c[W+4>>2]&za|0)==0:0)?m+-5242900|0:m;V=V&k;za=za&j;Y=V&-16777216;F=e+112|0;j=Y&h&~c[F>>2];F=za&g&~c[F+4>>2];D=c[9992+(X<<2)>>2]|0;Y=jx(Y|0,za|0,16)|0;V=jx(V|0,za|0,48)|0;X=d[1106644]|0;Y=d[1106644+(Y&65280)>>0]|0;za=d[1106644+(za&65535)>>0]|0;V=d[1106644+V>>0]|0;n=jx(j|0,F|0,16)|0;j=jx(j|0,F|0,48)|0;D=W-(O((X<<1)+Y+za+V+(d[1106644+(n&65280)>>0]|0)+(d[1106644+(F&65535)>>0]|0)+(d[1106644+j>>0]|0)|0,D)|0)|0;j=Z;F=p;n=_;V=358}y:do if((V|0)==358){switch(j|0){case 1:break;case 2:{q=i+328|0;p=c[q>>2]|0;q=c[q+4>>2]|0;C=e+40|0;B=c[C>>2]|0;C=c[C+4>>2]|0;h=e+88|0;g=B&p&~c[h>>2];h=C&q&~c[h+4>>2];if((g|0)==0&(h|0)==0){k=0;G=B;E=C;V=414;break y}u=i+256|0;w=i+264|0;t=c[w>>2]^c[u>>2];u=c[w+4>>2]^c[u+4>>2];w=i+320|0;v=c[w>>2]|0;w=c[w+4>>2]|0;y=i+296|0;x=c[y>>2]|0;y=c[y+4>>2]|0;A=e+168|0;k=0;s=h;while(1){r=Sa(g|0,s|0,0)|0;za=ax(g|0,s|0,-1,-1)|0;g=za&g;s=z&s;za=122368+(r<<3)|0;r=45760+(r<<3)|0;m=c[r>>2]|0;r=c[r+4>>2]|0;ca=c[za>>2]&t|m;za=c[za+4>>2]&u|r;Z=ca&p;_=za&q;V=jx(Z|0,_|0,16)|0;Y=jx(Z|0,_|0,48)|0;W=d[1106644+(Z&65535)>>0]|0;V=d[1106644+(V&65535)>>0]|0;X=d[1106644+(_&65535)>>0]|0;Y=d[1106644+Y>>0]|0;ca=ca&v;za=za&w;$=jx(ca|0,za|0,16)|0;h=jx(ca|0,za|0,48)|0;h=V+W+X+Y+(((Z&x|0)==0&(_&y|0)==0)<<31>>31)-(d[1106644+(ca&65535)>>0]|0)-(d[1106644+($&65535)>>0]|0)-(d[1106644+(za&65535)>>0]|0)-(d[1106644+h>>0]|0)|0;if(!((ca&x|0)==0&(za&y|0)==0?(ca=fa,za=A,(c[ca>>2]&m&~c[za>>2]|0)==0?(c[ca+4>>2]&r&~c[za+4>>2]|0)==0:0):0))h=h+-1|0;za=O(h,5242960)|0;k=((za|0)>0?za:0)+k|0;if((g|0)==0&(s|0)==0){G=B;E=C;V=404;break y}}}default:{V=374;break y}}E=e+40|0;G=c[E>>2]|0;E=c[E+4>>2]|0;q=i+328|0;p=c[q>>2]|0;q=c[q+4>>2]|0;g=p&G;h=q&E;N=e+104|0;M=c[N>>2]|0;N=c[N+4>>2]|0;Q=i+320|0;P=c[Q>>2]|0;Q=c[Q+4>>2]|0;I=(P&M|0)!=0|(Q&N|0)!=0;if((g|0)==0&(h|0)==0){j=ca;m=$;s=ka;v=fa;u=e+88|0;g=e+168|0;y=0;x=c[v>>2]|0;w=c[u>>2]|0;v=c[v+4>>2]|0;u=c[u+4>>2]|0;t=c[s>>2]|0;s=c[s+4>>2]|0;r=c[m>>2]|0;m=c[m+4>>2]|0;k=c[j>>2]|0;j=c[j+4>>2]|0;h=c[g>>2]|0;g=c[g+4>>2]|0}else{L=e+168|0;K=c[L>>2]|0;L=c[L+4>>2]|0;B=~K;C=~L;H=I&1;y=((g&M|0)!=0|(h&N|0)!=0)&1;A=10024+(H<<6)+(y<<5)|0;h=e+48|0;g=c[h>>2]&p;h=c[h+4>>2]&q;if((g&B|0)==0&(h&C|0)==0)if((g|0)==0&(h|0)==0)k=0;else{g=A;V=364}else{g=10024+(H<<6)+(y<<5)+4|0;V=364}if((V|0)==364)k=0-(c[g>>2]|0)|0;j=ca;J=c[j>>2]|0;j=c[j+4>>2]|0;g=J&p;h=j&q;if((g&B|0)==0&(h&C|0)==0){if(!((g|0)==0&(h|0)==0)){g=A;V=386}}else{g=10024+(H<<6)+(y<<5)+8|0;V=386}if((V|0)==386)k=k-(c[g>>2]|0)|0;m=$;r=c[m>>2]|0;m=c[m+4>>2]|0;g=r&p;h=m&q;if((g&B|0)==0&(h&C|0)==0){if(!((g|0)==0&(h|0)==0)){g=A;V=390}}else{g=10024+(H<<6)+(y<<5)+12|0;V=390}if((V|0)==390)k=k-(c[g>>2]|0)|0;s=ka;t=c[s>>2]|0;s=c[s+4>>2]|0;g=t&p;h=s&q;if((g&B|0)==0&(h&C|0)==0){if(!((g|0)==0&(h|0)==0)){g=A;V=394}}else{g=10024+(H<<6)+(y<<5)+16|0;V=394}if((V|0)==394)k=k-(c[g>>2]|0)|0;v=fa;x=c[v>>2]|0;v=c[v+4>>2]|0;g=x&p;h=v&q;if((g&B|0)==0&(h&C|0)==0){if(!((g|0)==0&(h|0)==0)){g=A;V=398}}else{g=10024+(H<<6)+(y<<5)+20|0;V=398}if((V|0)==398)k=k-(c[g>>2]|0)|0;u=e+88|0;w=c[u>>2]|0;u=c[u+4>>2]|0;g=w&p;h=u&q;if((g&B|0)==0&(h&C|0)==0){if(!((g|0)==0&(h|0)==0)){g=A;V=402}}else{g=10024+(H<<6)+(y<<5)+24|0;V=402}if((V|0)==402)k=k-(c[g>>2]|0)|0;if(!I){R=D;V=405;break}y=(O(c[i+336>>2]|0,-8061047)|0)+k|0;k=J;h=K;g=L}R=i+264|0;ca=c[R>>2]&P;R=c[R+4>>2]&Q;_=kx(ca|0,R|0,8)|0;V=i+256|0;za=~c[V>>2];V=~c[V+4>>2];R=kx(za&16711680&_|ca|0,R|0,8)|0;R=R&za;ca=z&V;za=(x|w|t|r|k)&za;V=(v|u|s|m|j)&V;_=(R|za)&M;k=(ca|V)&N;Z=jx(_|0,k|0,16)|0;$=jx(_|0,k|0,48)|0;$=(O((d[1106644+(Z&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+(k&65535)>>0]|0)+(d[1106644+$>>0]|0)|0,13304e3)|0)+y|0;za=(R&~G|za&~h)&M;V=(ca&~E|V&~g)&N;ca=jx(za|0,V|0,16)|0;k=jx(za|0,V|0,48)|0;R=D;k=$+(O((d[1106644+(ca&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+(V&65535)>>0]|0)+(d[1106644+k>>0]|0)|0,21103003)|0)|0;V=405}while(0);if((V|0)==374){q=i+328|0;p=c[q>>2]|0;q=c[q+4>>2]|0;v=i+264|0;u=c[v>>2]|0;v=c[v+4>>2]|0;m=~u;r=~v;w=p&m;x=q&r;y=e+104|0;B=e+112|0;A=c[B>>2]|0;B=c[B+4>>2]|0;h=e+176|0;H=e+168|0;C=c[H>>2]|0;H=c[H+4>>2]|0;g=c[h>>2]&~C|A;h=c[h+4>>2]&~H|B;I=~g;J=~h;E=e+40|0;G=c[E>>2]|0;E=c[E+4>>2]|0;s=G&p&I;t=E&q&J;g=s|g&w;h=t|h&x;if((g|0)==0&(h|0)==0)g=0;else{za=ca;_=$;k=(c[_>>2]|c[za>>2])&g;h=(c[_+4>>2]|c[za+4>>2])&h;if((k|0)==0&(h|0)==0)g=0;else{g=0;do{za=Sa(k|0,h|0,0)|0;_=ax(k|0,h|0,-1,-1)|0;k=_&k;h=z&h;_=c[i+(za<<2)>>2]&7;g=(c[10152+(_<<2)>>2]|0)+g+((_|0)==1?0:(za>>>3^7)*196624|0)|0}while(!((k|0)==0&(h|0)==0))}k=ka;h=c[k>>2]&s;k=c[k+4>>2]&t;if(!((h|0)==0&(k|0)==0))do{za=Sa(h|0,k|0,0)|0;_=ax(h|0,k|0,-1,-1)|0;h=_&h;k=z&k;_=c[i+(za<<2)>>2]&7;g=(c[10184+(_<<2)>>2]|0)+g+((_|0)==1?0:(za>>>3^7)*196624|0)|0}while(!((h|0)==0&(k|0)==0));Y=e+88|0;Y=((c[Y>>2]&s|0)==0?(c[Y+4>>2]&t|0)==0:0)?g:g+4980759|0;za=y;_=c[za>>2]|0;za=c[za+4>>2]|0;X=s&~_;g=t&~za;W=jx(X|0,g|0,16)|0;Z=jx(X|0,g|0,48)|0;Y=(O((d[1106644+(W&65535)>>0]|0)+(d[1106644+(X&65535)>>0]|0)+(d[1106644+(g&65535)>>0]|0)+(d[1106644+Z>>0]|0)|0,1966132)|0)+Y|0;_=s&m&_;za=t&r&za;Z=jx(_|0,za|0,16)|0;g=jx(_|0,za|0,48)|0;g=Y+(((d[1106644+(Z&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+g>>0]|0)|0)*393229|0)|0}k=i+320|0;h=c[k>>2]|0;k=c[k+4>>2]|0;za=i+288|0;_=i+296|0;if(!(((c[_>>2]|c[za>>2])&h|0)==0?((c[_+4>>2]|c[za+4>>2])&k|0)==0:0))g=(O(c[(c[wa>>2]|0)+84>>2]|0,1900549)|0)+g|0;h=h&u;_=k&v;Y=y;W=G|~c[Y>>2];Y=E|~c[Y+4>>2];Z=W&h;k=Y&_;za=kx(Z|0,k|0,7)|0;X=z&2139062143;k=kx(Z|0,k|0,9)|0;k=(za&2139062016|k&-16843264)&w;X=(X|z&-16843010)&x;za=jx(k|0,X|0,16)|0;Z=jx(k|0,X|0,48)|0;Z=(O((d[1106644+(za&65535)>>0]|0)+(d[1106644+(k&65280)>>0]|0)+(d[1106644+(X&65535)>>0]|0)+(d[1106644+Z>>0]|0)|0,6684845)|0)+g|0;_=kx(h|0,_|0,8)|0;h=i+256|0;g=c[h>>2]|0;h=c[h+4>>2]|0;X=~g;_=_&X;k=z&~h;za=kx(_|0,k|0,8)|0;_=W&(A^-256)&(X&-16777216&za|_);k=Y&~B&k;Y=kx(_|0,k|0,7)|0;za=z&2139062143;k=kx(_|0,k|0,9)|0;_=e+48|0;k=(c[_>>2]^-65536)&p&(Y&2139029504|k&-16908288);za=~c[_+4>>2]&q&(za|z&-16843010);_=jx(k|0,za|0,16)|0;k=jx(k|0,za|0,48)|0;k=Z+(O((d[1106644+(_&65535)>>0]|0)+(d[1106644]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+k>>0]|0)|0,2621485)|0)|0;if((c[i+388>>2]|0)==1){U=c[i+3728>>2]|0;Z=e+16|0;Y=c[Z>>2]&I;Z=c[Z+4>>2]&J;X=ca;V=120320+(U<<3)|0;za=Y&c[X>>2]&c[V>>2];V=Z&c[X+4>>2]&c[V+4>>2];X=jx(za|0,V|0,16)|0;_=jx(za|0,V|0,48)|0;_=(((d[1106644+(X&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+(V&65535)>>0]|0)+(d[1106644+_>>0]|0)|0)*720917|0)+k|0;V=$;za=c[V>>2]|0;V=c[V+4>>2]|0;$=c[125952+(U*24|0)+16>>2]|0;X=125952+(U*24|0)|0;ca=125952+(U*24|0)+8|0;ca=gx(c[X>>2]&g|0,c[X+4>>2]&h|0,c[ca>>2]|0,c[ca+4>>2]|0)|0;ca=jx(ca|0,z|0,55)|0;ca=$+(ca<<3)|0;za=c[ca>>2]&za;V=c[ca+4>>2]&V;ca=ka;$=c[ca>>2]|0;ca=c[ca+4>>2]|0;X=c[124416+(U*24|0)+16>>2]|0;W=124416+(U*24|0)|0;k=124416+(U*24|0)+8|0;k=gx(c[W>>2]&g|0,c[W+4>>2]&h|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,52)|0;k=X+(k<<3)|0;za=Y&C&(c[k>>2]&$|za);V=Z&H&(c[k+4>>2]&ca|V);ca=jx(za|0,V|0,16)|0;k=jx(za|0,V|0,48)|0;k=_+(O((d[1106644+(ca&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+(V&65535)>>0]|0)+(d[1106644+k>>0]|0)|0,1376298)|0)|0;V=404}else V=404}z:do if((V|0)==404){switch(j|0){case 1:{R=D;V=405;break z}case 2:{V=414;break z}default:{}}t=i+320|0;r=c[t>>2]|0;t=c[t+4>>2]|0;y=i+264|0;x=c[y>>2]|0;y=c[y+4>>2]|0;s=~x;u=~y;A=r&s;H=t&u;J=e+48|0;I=c[J>>2]|0;J=c[J+4>>2]|0;h=e+168|0;L=e+176|0;K=c[L>>2]|0;L=c[L+4>>2]|0;g=c[h>>2]&~K|I;h=c[h+4>>2]&~L|J;M=~g;N=~h;C=e+104|0;B=c[C>>2]|0;C=c[C+4>>2]|0;v=B&r&M;w=C&t&N;g=v|g&A;h=w|h&H;if((g|0)==0&(h|0)==0)g=0;else{za=ia;ca=ba;m=(c[ca>>2]|c[za>>2])&g;h=(c[ca+4>>2]|c[za+4>>2])&h;if((m|0)==0&(h|0)==0)g=0;else{g=0;do{za=Sa(m|0,h|0,0)|0;ca=ax(m|0,h|0,-1,-1)|0;m=ca&m;h=z&h;ca=c[i+(za<<2)>>2]&7;g=(c[10152+(ca<<2)>>2]|0)+g+((ca|0)==1?0:(za>>>3)*196624|0)|0}while(!((m|0)==0&(h|0)==0))}m=la;h=c[m>>2]&v;m=c[m+4>>2]&w;if(!((h|0)==0&(m|0)==0))do{za=Sa(h|0,m|0,0)|0;ca=ax(h|0,m|0,-1,-1)|0;h=ca&h;m=z&m;ca=c[i+(za<<2)>>2]&7;g=(c[10184+(ca<<2)>>2]|0)+g+((ca|0)==1?0:(za>>>3)*196624|0)|0}while(!((h|0)==0&(m|0)==0));_=e+152|0;_=((c[_>>2]&v|0)==0?(c[_+4>>2]&w|0)==0:0)?g:g+4980759|0;$=v&~G;za=w&~E;g=jx($|0,za|0,16)|0;ca=jx($|0,za|0,48)|0;_=(O((d[1106644+(g&65535)>>0]|0)+(d[1106644+($&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+ca>>0]|0)|0,1966132)|0)+_|0;ca=v&s&G;za=w&u&E;$=jx(ca|0,za|0,16)|0;g=jx(ca|0,za|0,48)|0;g=_+(((d[1106644+($&65535)>>0]|0)+(d[1106644+(ca&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+g>>0]|0)|0)*393229|0)|0}za=i+288|0;ca=i+296|0;if(!(((c[ca>>2]|c[za>>2])&p|0)==0?((c[ca+4>>2]|c[za+4>>2])&q|0)==0:0))g=(O(c[(c[wa>>2]|0)+80>>2]|0,1900549)|0)+g|0;h=p&x;ca=q&y;Z=B|~G;m=C|~E;$=Z&h;za=m&ca;Y=jx($|0,za|0,9)|0;_=z&8355711;za=jx($|0,za|0,7)|0;za=(Y&2139062143|za&-16843010)&A;_=(_|z&16711422)&H;Y=jx(za|0,_|0,16)|0;$=jx(za|0,_|0,48)|0;$=(O((d[1106644+(Y&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+$>>0]|0)|0,6684845)|0)+g|0;ca=jx(h|0,ca|0,8)|0;h=i+256|0;g=c[h>>2]|0;h=c[h+4>>2]|0;_=~h;ca=ca&~g;za=z&_;jx(ca|0,za|0,8)|0;ca=Z&~I&ca;za=m&(J^16777215)&(_&255&z|za);_=jx(ca|0,za|0,9)|0;m=z&32639;za=jx(ca|0,za|0,7)|0;ca=e+112|0;za=~c[ca>>2]&r&(_&2139062143|za&-16843010);m=(c[ca+4>>2]^65535)&t&(m|z&65278);ca=jx(za|0,m|0,16)|0;m=$+(O((d[1106644+(ca&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+m>>0]|0)+(d[1106644]|0)|0,2621485)|0)|0;if((c[i+356>>2]|0)==1){$=c[i+1680>>2]|0;ca=e+24|0;Y=c[ca>>2]&M;ca=c[ca+4>>2]&N;X=ia;_=120320+($<<3)|0;Z=Y&c[X>>2]&c[_>>2];_=ca&c[X+4>>2]&c[_+4>>2];X=jx(Z|0,_|0,16)|0;ia=jx(Z|0,_|0,48)|0;ia=(((d[1106644+(X&65535)>>0]|0)+(d[1106644+(Z&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+ia>>0]|0)|0)*720917|0)+m|0;_=ba;Z=c[_>>2]|0;_=c[_+4>>2]|0;ba=c[125952+($*24|0)+16>>2]|0;X=125952+($*24|0)|0;za=125952+($*24|0)+8|0;za=gx(c[X>>2]&g|0,c[X+4>>2]&h|0,c[za>>2]|0,c[za+4>>2]|0)|0;za=jx(za|0,z|0,55)|0;za=ba+(za<<3)|0;Z=c[za>>2]&Z;_=c[za+4>>2]&_;za=la;ba=c[za>>2]|0;za=c[za+4>>2]|0;X=c[124416+($*24|0)+16>>2]|0;W=124416+($*24|0)|0;$=124416+($*24|0)+8|0;$=gx(c[W>>2]&g|0,c[W+4>>2]&h|0,c[$>>2]|0,c[$+4>>2]|0)|0;$=jx($|0,z|0,52)|0;$=X+($<<3)|0;Z=Y&K&(c[$>>2]&ba|Z);_=ca&L&(c[$+4>>2]&za|_);za=jx(Z|0,_|0,16)|0;$=jx(Z|0,_|0,48)|0;$=ia+(O((d[1106644+(za&65535)>>0]|0)+(d[1106644+(Z&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+$>>0]|0)|0,1376298)|0)|0;_=k;Z=n}else{$=m;_=k;Z=n}}while(0);do if((V|0)==405){Q=e+104|0;B=c[Q>>2]|0;Q=c[Q+4>>2]|0;t=i+320|0;r=c[t>>2]|0;t=c[t+4>>2]|0;g=r&B;h=t&Q;M=(p&G|0)!=0|(q&E|0)!=0;if((g|0)==0&(h|0)==0){j=ia;s=ba;v=la;y=ga;x=e+152|0;g=e+176|0;D=0;C=c[y>>2]|0;A=c[x>>2]|0;y=c[y+4>>2]|0;x=c[x+4>>2]|0;w=c[v>>2]|0;v=c[v+4>>2]|0;u=c[s>>2]|0;s=c[s+4>>2]|0;m=c[j>>2]|0;j=c[j+4>>2]|0;h=c[g>>2]|0;g=c[g+4>>2]|0}else{P=e+176|0;N=c[P>>2]|0;P=c[P+4>>2]|0;J=~N;K=~P;L=M&1;D=((g&G|0)!=0|(h&E|0)!=0)&1;H=10024+(L<<6)+(D<<5)|0;h=e+112|0;g=c[h>>2]&r;h=c[h+4>>2]&t;if((g&J|0)==0&(h&K|0)==0)if((g|0)==0&(h|0)==0)s=0;else{g=H;V=410}else{g=10024+(L<<6)+(D<<5)+4|0;V=410}if((V|0)==410)s=0-(c[g>>2]|0)|0;j=ia;m=c[j>>2]|0;j=c[j+4>>2]|0;g=m&r;h=j&t;if((g&J|0)==0&(h&K|0)==0){if(!((g|0)==0&(h|0)==0)){g=H;V=432}}else{g=10024+(L<<6)+(D<<5)+8|0;V=432}if((V|0)==432)s=s-(c[g>>2]|0)|0;I=ba;u=c[I>>2]|0;I=c[I+4>>2]|0;g=u&r;h=I&t;if((g&J|0)==0&(h&K|0)==0){if(!((g|0)==0&(h|0)==0)){g=H;V=436}}else{g=10024+(L<<6)+(D<<5)+12|0;V=436}if((V|0)==436)s=s-(c[g>>2]|0)|0;v=la;w=c[v>>2]|0;v=c[v+4>>2]|0;g=w&r;h=v&t;if((g&J|0)==0&(h&K|0)==0){if(!((g|0)==0&(h|0)==0)){g=H;V=440}}else{g=10024+(L<<6)+(D<<5)+16|0;V=440}if((V|0)==440)s=s-(c[g>>2]|0)|0;y=ga;C=c[y>>2]|0;y=c[y+4>>2]|0;g=C&r;h=y&t;if((g&J|0)==0&(h&K|0)==0){if(!((g|0)==0&(h|0)==0)){g=H;V=444}}else{g=10024+(L<<6)+(D<<5)+20|0;V=444}if((V|0)==444)s=s-(c[g>>2]|0)|0;x=e+152|0;A=c[x>>2]|0;x=c[x+4>>2]|0;g=A&r;h=x&t;if((g&J|0)==0&(h&K|0)==0)if((g|0)==0&(h|0)==0)g=s;else{g=H;V=448}else{g=10024+(L<<6)+(D<<5)+24|0;V=448}if((V|0)==448)g=s-(c[g>>2]|0)|0;if(!M){D=R;$=g;_=k;j=1;C=Q;Z=n;break}D=(O(c[i+368>>2]|0,-8061047)|0)+g|0;s=I;h=N;g=P}za=i+264|0;$=c[za>>2]&p;za=c[za+4>>2]&q;jx($|0,za|0,8)|0;_=i+256|0;ia=~c[_>>2];_=~c[_+4>>2];za=jx($|0,_&65280&z|za|0,8)|0;za=za&ia;$=z&_;C=(C|A|w|u|m)&ia;_=(y|x|v|s|j)&_;ia=(za|C)&G;j=($|_)&E;ca=jx(ia|0,j|0,16)|0;Z=jx(ia|0,j|0,48)|0;Z=(O((d[1106644+(ca&65535)>>0]|0)+(d[1106644+(ia&65535)>>0]|0)+(d[1106644+(j&65535)>>0]|0)+(d[1106644+Z>>0]|0)|0,13304e3)|0)+D|0;j=(za&~B|C&~h)&G;_=($&~Q|_&~g)&E;C=jx(j|0,_|0,16)|0;$=jx(j|0,_|0,48)|0;D=R;$=Z+(O((d[1106644+(C&65535)>>0]|0)+(d[1106644+(j&65535)>>0]|0)+(d[1106644+(_&65535)>>0]|0)+(d[1106644+$>>0]|0)|0,21103003)|0)|0;_=k;j=1;C=Q;Z=n}else if((V|0)==414){t=i+320|0;r=c[t>>2]|0;t=c[t+4>>2]|0;C=e+104|0;B=c[C>>2]|0;C=c[C+4>>2]|0;h=e+152|0;g=B&r&~c[h>>2];h=C&t&~c[h+4>>2];if((g|0)==0&(h|0)==0){$=0;_=k;j=2;Z=n}else{w=i+256|0;y=i+264|0;v=c[y>>2]^c[w>>2];w=c[y+4>>2]^c[w+4>>2];y=i+296|0;x=c[y>>2]|0;y=c[y+4>>2]|0;A=e+176|0;u=0;s=h;while(1){m=Sa(g|0,s|0,0)|0;za=ax(g|0,s|0,-1,-1)|0;g=za&g;s=z&s;za=122368+(m<<3)|0;m=45760+(m<<3)|0;j=c[m>>2]|0;m=c[m+4>>2]|0;ia=c[za>>2]&v|j;za=c[za+4>>2]&w|m;$=ia&r;ba=za&t;X=jx($|0,ba|0,16)|0;_=jx($|0,ba|0,48)|0;Y=d[1106644+($&65535)>>0]|0;X=d[1106644+(X&65535)>>0]|0;Z=d[1106644+(ba&65535)>>0]|0;_=d[1106644+_>>0]|0;ia=ia&p;za=za&q;ca=jx(ia|0,za|0,16)|0;h=jx(ia|0,za|0,48)|0;h=X+Y+Z+_+((($&x|0)==0&(ba&y|0)==0)<<31>>31)-(d[1106644+(ia&65535)>>0]|0)-(d[1106644+(ca&65535)>>0]|0)-(d[1106644+(za&65535)>>0]|0)-(d[1106644+h>>0]|0)|0;if(!((ia&x|0)==0&(za&y|0)==0?(ia=ga,za=A,(c[ia>>2]&j&~c[za>>2]|0)==0?(c[ia+4>>2]&m&~c[za+4>>2]|0)==0:0):0))h=h+-1|0;h=O(h,5242960)|0;h=((h|0)>0?h:0)+u|0;if((g|0)==0&(s|0)==0){$=h;_=k;j=2;Z=n;break}else u=h}}}while(0);Y=c[wa>>2]|0;k=Y+16|0;g=c[k>>2]|0;k=c[k+4>>2]|0;if((g|0)==0&(k|0)==0)W=0;else{J=(j|0)==2;K=i+360|0;L=(j|0)==4;N=i+264|0;M=c[N>>2]|0;N=c[N+4>>2]|0;P=M&p;Q=N&q;R=i+3984|0;S=i+1936|0;T=i+288|0;U=i+296|0;V=i+256|0;W=B|p;X=C|q;h=0;while(1){H=Sa(g|0,k|0,0)|0;y=ax(g|0,k|0,-1,-1)|0;g=y&g;k=z&k;y=116224+(H<<3)|0;x=c[y>>2]|0;y=c[y+4>>2]|0;w=x&p;v=y&q;m=jx(w|0,v|0,16)|0;I=jx(w|0,v|0,48)|0;I=(d[1106644+(m&65535)>>0]|0)+(d[1106644+(w&65535)>>0]|0)+(d[1106644+(v&65535)>>0]|0)+(d[1106644+I>>0]|0)<<2;v=H>>>3;w=c[10216+(v<<2)>>2]|0;m=c[10248+(j<<5)+(v<<2)>>2]|0;A=H+8|0;do if((v+-3|0)>>>0<4){A:do switch(j|0){case 4:if(!(c[K>>2]|0)){za=c[944732+(c[R>>2]<<8)+(A<<2)>>2]|0;m=(O(w*327680|0,(za|0)<5?za:5)|0)+m|0;break A}else{m=m+(w*983040|0)|0;break A}case 1:break;default:{n=c[944732+(c[R>>2]<<8)+(A<<2)>>2]|0;n=((n|0)<5?n:5)*5|0;if(J){m=(O(w<<16,n)|0)+m|0;break A}s=c[S>>2]|0;za=c[944732+(s<<8)+(A<<2)>>2]|0;u=w<<16;m=(O(n-(((za|0)<5?za:5)<<1)|0,u)|0)+m|0;if((v|0)!=6){za=c[944732+(s<<8)+(H+16<<2)>>2]|0;m=m-(O((za|0)<5?za:5,u)|0)|0}}}while(0);if(c[i+(A<<2)>>2]|0){za=45760+(A<<3)|0;m=(((c[za>>2]&r|0)==0?(c[za+4>>2]&t|0)==0:0)?0:(w+(v<<1)|0)*65537|0)+m|0;break}v=116736+(H<<3)|0;za=T;u=U;n=(c[u>>2]|c[za>>2])&c[v>>2];v=(c[u+4>>2]|c[za+4>>2])&c[v+4>>2];za=V;u=c[124416+(H*24|0)+16>>2]|0;ia=124416+(H*24|0)|0;s=124416+(H*24|0)+8|0;s=gx(c[ia>>2]&c[za>>2]|0,c[ia+4>>2]&c[za+4>>2]|0,c[s>>2]|0,c[s+4>>2]|0)|0;s=jx(s|0,z|0,52)|0;s=u+(s<<3)|0;n=n&c[s>>2];s=v&c[s+4>>2];v=(r&n|0)==0&(t&s|0)==0;u=x&(v?G:-1);v=y&(v?E:-1);s=(n&p|0)==0&(s&q|0)==0;n=x&(s?W:-1);s=y&(s?X:-1);if((n|0)==0&(s|0)==0)n=20;else{za=45760+(A<<3)|0;n=((c[za>>2]&n|0)==0?(c[za+4>>2]&s|0)==0:0)?9:0}if((u|0)==(x|0)&(v|0)==(y|0))n=n+6|0;else{za=45760+(A<<3)|0;n=((c[za>>2]&u|0)==0?(c[za+4>>2]&v|0)==0:0)?n:n+4|0}m=(O(w*65537|0,n)|0)+m|0}while(0);if(L)n=(c[K>>2]|0)==0?116224:117248;else n=117248;za=n+(A<<3)|0;if(!((P&c[za>>2]|x&M|0)==0?(Q&c[za+4>>2]|y&N|0)==0:0))m=(((m+32768>>16|0)/2|0)<<16)+((m<<16>>16|0)/2|0)|0;h=h-I+m+(c[10504+((H&7)<<2)>>2]|0)|0;if((g|0)==0&(k|0)==0){W=h;break}}}k=Y+24|0;h=c[k>>2]|0;k=c[k+4>>2]|0;if((h|0)==0&(k|0)==0)w=0;else{J=(j|0)==2;K=i+392|0;L=(j|0)==4;N=i+264|0;M=c[N>>2]|0;N=c[N+4>>2]|0;P=M&r;Q=N&t;R=i+1936|0;S=i+3984|0;T=i+288|0;U=i+296|0;V=i+256|0;I=G|r;H=E|t;g=0;G=k;while(1){A=Sa(h|0,G|0,0)|0;x=ax(h|0,G|0,-1,-1)|0;h=x&h;G=z&G;x=116736+(A<<3)|0;w=c[x>>2]|0;x=c[x+4>>2]|0;v=w&r;u=x&t;k=jx(v|0,u|0,16)|0;E=jx(v|0,u|0,48)|0;E=(d[1106644+(k&65535)>>0]|0)+(d[1106644+(v&65535)>>0]|0)+(d[1106644+(u&65535)>>0]|0)+(d[1106644+E>>0]|0)<<2;u=A>>>3^7;v=c[10216+(u<<2)>>2]|0;k=c[10248+(j<<5)+(u<<2)>>2]|0;y=A+-8|0;do if((u+-3|0)>>>0<4){B:do switch(j|0){case 4:if(!(c[K>>2]|0)){za=c[944732+(c[R>>2]<<8)+(y<<2)>>2]|0;k=(O(v*327680|0,(za|0)<5?za:5)|0)+k|0;break B}else{k=k+(v*983040|0)|0;break B}case 1:break;default:{m=c[944732+(c[R>>2]<<8)+(y<<2)>>2]|0;m=((m|0)<5?m:5)*5|0;if(J){k=(O(v<<16,m)|0)+k|0;break B}n=c[S>>2]|0;za=c[944732+(n<<8)+(y<<2)>>2]|0;s=v<<16;k=(O(m-(((za|0)<5?za:5)<<1)|0,s)|0)+k|0;if((u|0)==6)break B;za=c[944732+(n<<8)+(A+-16<<2)>>2]|0;k=k-(O((za|0)<5?za:5,s)|0)|0}}while(0);if(c[i+(y<<2)>>2]|0){za=45760+(y<<3)|0;k=(((c[za>>2]&p|0)==0?(c[za+4>>2]&q|0)==0:0)?0:(v+(u<<1)|0)*65537|0)+k|0;break}u=116224+(A<<3)|0;za=T;s=U;m=(c[s>>2]|c[za>>2])&c[u>>2];u=(c[s+4>>2]|c[za+4>>2])&c[u+4>>2];za=V;s=c[124416+(A*24|0)+16>>2]|0;ia=124416+(A*24|0)|0;n=124416+(A*24|0)+8|0;n=gx(c[ia>>2]&c[za>>2]|0,c[ia+4>>2]&c[za+4>>2]|0,c[n>>2]|0,c[n+4>>2]|0)|0;n=jx(n|0,z|0,52)|0;n=s+(n<<3)|0;m=m&c[n>>2];n=u&c[n+4>>2];u=(p&m|0)==0&(q&n|0)==0;s=w&(u?B:-1);u=x&(u?C:-1);n=(m&r|0)==0&(n&t|0)==0;m=w&(n?I:-1);n=x&(n?H:-1);if((m|0)==0&(n|0)==0)m=20;else{za=45760+(y<<3)|0;m=((c[za>>2]&m|0)==0?(c[za+4>>2]&n|0)==0:0)?9:0}if((s|0)==(w|0)&(u|0)==(x|0))m=m+6|0;else{za=45760+(y<<3)|0;m=((c[za>>2]&s|0)==0?(c[za+4>>2]&u|0)==0:0)?m:m+4|0}k=(O(v*65537|0,m)|0)+k|0}while(0);if(L)m=(c[K>>2]|0)==0?116224:117248;else m=117248;za=m+512+(y<<3)|0;if(!((P&c[za>>2]|w&M|0)==0?(Q&c[za+4>>2]|x&N|0)==0:0))k=(((k+32768>>16|0)/2|0)<<16)+((k<<16>>16|0)/2|0)|0;g=g-E+k+(c[10504+((A&7)<<2)>>2]|0)|0;if((h|0)==0&(G|0)==0){w=g;break}}}x=c[i+5352>>2]|0;if(((c[x+20>>2]|0)+(c[x+16>>2]|0)|0)>=(c[10536+(j<<2)>>2]|0)){h=i+264|0;n=c[h>>2]&r;h=c[h+4>>2]&t;k=e+112|0;k=(n&1010580480^1010580480)&~c[k>>2];g=jx(n|0,h|0,8)|0;n=g|n;h=z|h;g=jx(n|0,h|0,16)|0;h=jx(k|0,0,16)|0;h=(d[1106644+h>>0]|0)+(d[1106644+(k&15360)>>0]|0)|0;m=d[1106644]|0;k=(g|n)&k;n=jx(k|0,0,16)|0;g=c[i+336>>2]|0;if((j|0)==3)g=(c[i+4496>>2]|0)+g|0;g=g-(c[Y+124>>2]<<1)|0;g=(O(O(g,h+(d[1106644+(k&15360)>>0]|0)+(m<<2)+(d[1106644+(n&65535)>>0]|0)|0)|0,g)|0)/16|0;if((j|0)==5)g=(O((d[1106644+(n&6144)>>0]|0)+(m*3|0)|0,13566115)|0)+g|0;n=i+264|0;m=c[n>>2]&p;n=c[n+4>>2]&q;v=e+48|0;v=(n&3947580^3947580)&~c[v+4>>2];u=kx(m|0,n|0,8)|0;m=u|m;n=z|n;u=kx(m|0,n|0,16)|0;n=z|n;m=jx(0,v|0,48)|0;u=d[1106644]|0;k=d[1106644+(v&15420)>>0]|0;m=d[1106644+m>>0]|0;v=n&v;n=jx(0,v|0,16)|0;s=jx(0,v|0,48)|0;h=c[i+368>>2]|0;if((j|0)==3)h=(c[i+4528>>2]|0)+h|0;h=h-(c[Y+124>>2]<<1)|0;h=(O(O(h,k+u+(u<<1)+m+(d[1106644+(n&65535)>>0]|0)+(d[1106644+(v&65535)>>0]|0)+(d[1106644+s>>0]|0)|0)|0,h)|0)/16|0;if((j|0)==5){h=(O((u*3|0)+(d[1106644+(v&24)>>0]|0)|0,13566115)|0)+h|0;s=5}else s=j}else{h=0;g=0;s=j}g=oa+pa-na+ma-ja+ha-ea+da-aa+Z-F+o-D+_-$+W-w+g-h|0;switch(s|0){case 0:{h=0;V=571;break}case 4:{if((c[i+392>>2]|0)==0?(za=i+288|0,ra=i+296|0,qa=c[ra>>2]|0,ra=c[ra+4>>2]|0,!(((qa|c[za>>2])&r|0)==0?((ra|c[za+4>>2])&t|0)==0:0)):0){pa=fa;oa=ka;za=46392;if(((c[oa>>2]|c[pa>>2])&c[za>>2]|0)==0?((c[oa+4>>2]|c[pa+4>>2])&c[za+4>>2]|0)==0:0){o=i+264|0;n=c[o>>2]&p;o=c[o+4>>2]&q;h=8;j=0;C:while(1){za=46272+(j<<3)|0;pa=c[za>>2]&n;za=c[za+4>>2]&o;oa=jx(pa|0,za|0,16)|0;m=jx(pa|0,za|0,48)|0;m=(d[1106644+(oa&65535)>>0]|0)+(d[1106644+(pa&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+m>>0]|0)|0;do if((j|0)>0){za=46272+(j+-1<<3)|0;pa=c[za>>2]&n;za=c[za+4>>2]&o;oa=jx(pa|0,za|0,16)|0;k=jx(pa|0,za|0,48)|0;k=(d[1106644+(oa&65535)>>0]|0)+(d[1106644+(pa&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+k>>0]|0)|0;k=m>>>0<k>>>0?m:k;if((j|0)<7)break;j=j+1|0;h=(k|0)<(h|0)?k:h;if((j|0)==8)break C;else continue C}else k=0;while(0);za=j+1|0;oa=46272+(za<<3)|0;na=c[oa>>2]&n;oa=c[oa+4>>2]&o;ma=jx(na|0,oa|0,16)|0;pa=jx(na|0,oa|0,48)|0;pa=(d[1106644+(ma&65535)>>0]|0)+(d[1106644+(na&65535)>>0]|0)+(d[1106644+(oa&65535)>>0]|0)+(d[1106644+pa>>0]|0)|0;pa=(m>>>0<pa>>>0?m:pa)+k|0;h=(pa|0)<(h|0)?pa:h;j=za}h=h+1|0}else h=1;V=c[i+372>>2]|0;V=((((O(V,3997767)|0)+32768>>16|0)/(h|0)|0)<<16)+(((O(V,4653056)|0)>>16|0)/(h|0)|0)|0;h=(qa&r|0)!=0|(ra&t|0)!=0?2:4;h=(((V+32768>>16|0)/(h|0)|0)<<16)+((V<<16>>16|0)/(h|0)|0)|0;V=518}else{h=0;V=532}break}default:{h=0;V=518}}D:do if((V|0)==518)if((s|0)==5){za=x+344|0;u=e+104|0;if((p&c[za>>2]|0)==0?(q&c[za+4>>2]|0)==0:0){j=402653184;k=24;m=5}else{p=h;h=402653184;j=24;k=5;while(1){n=Sa(h|0,j|0,0)|0;o=ax(h|0,j|0,-1,-1)|0;o=o&h;j=z&j;if((k|0)==1?(c[i+360>>2]|0)==0:0)h=64;else h=c[i+1936>>2]|0;ha=c[944732+(h<<8)+(n<<2)>>2]|0;ia=i+256|0;ia=Ke(i,n,c[ia>>2]|0,c[ia+4>>2]|0)|0;i=c[e>>2]|0;h=i+328|0;qa=c[h>>2]|0;h=c[h+4>>2]|0;ia=qa&ia;ka=h&z;ja=jx(ia|0,ka|0,16)|0;ma=jx(ia|0,ka|0,48)|0;ia=d[1106644+(ia&65535)>>0]|0;ja=d[1106644+(ja&65535)>>0]|0;ka=d[1106644+(ka&65535)>>0]|0;ma=d[1106644+ma>>0]|0;m=i+320|0;k=c[m>>2]|0;m=c[m+4>>2]|0;oa=45760+(n<<3)|0;na=c[oa>>2]&k;oa=c[oa+4>>2]&m;za=i+264|0;pa=c[za>>2]|0;za=c[za+4>>2]|0;ra=kx(na&pa|0,oa&za|0,8)|0;h=ha+-1+ia+ja+ka+ma+(((na|0)!=0|(oa|0)!=0)&1)+(((pa&qa&ra|0)!=0|(za&h&z|0)!=0)&1)|0;h=(c[10568+(((h|0)<5?h:5)<<2)>>2]|0)+p|0;if((o|0)==0&(j|0)==0){r=k;t=m;V=532;break D}p=h;h=o;k=c[i+5360>>2]|0}}while(1){n=Sa(j|0,k|0,0)|0;s=ax(j|0,k|0,-1,-1)|0;s=s&j;t=z&k;if((m|0)==1?(c[i+360>>2]|0)==0:0)j=64;else j=c[i+1936>>2]|0;r=c[944732+(j<<8)+(n<<2)>>2]|0;za=u;j=45760+(n<<3)|0;m=j;k=c[m>>2]|0;m=c[m+4>>2]|0;if((k&c[za>>2]|0)==0?(m&c[za+4>>2]|0)==0:0)j=0;else{qa=i+256|0;qa=Ke(i,n,c[qa>>2]|0,c[qa+4>>2]|0)|0;i=c[e>>2]|0;q=i+328|0;p=c[q>>2]|0;q=c[q+4>>2]|0;qa=p&qa;ra=q&z;pa=jx(qa|0,ra|0,16)|0;za=jx(qa|0,ra|0,48)|0;m=j;k=c[m>>2]|0;m=c[m+4>>2]|0;j=(d[1106644+(pa&65535)>>0]|0)+(d[1106644+(qa&65535)>>0]|0)+(d[1106644+(ra&65535)>>0]|0)+(d[1106644+za>>0]|0)|0}o=i+320|0;n=c[o>>2]|0;o=c[o+4>>2]|0;oa=n&k;pa=o&m;za=i+264|0;qa=c[za>>2]|0;za=c[za+4>>2]|0;ra=kx(oa&qa|0,pa&za|0,8)|0;za=r+-1+j+(((oa|0)!=0|(pa|0)!=0)&1)+(((qa&p&ra|0)!=0|(za&q&z|0)!=0)&1)|0;h=(c[10568+(((za|0)<5?za:5)<<2)>>2]|0)+h|0;if((s|0)==0&(t|0)==0){r=n;t=o;V=532;break D}j=s;k=t;m=c[i+5360>>2]|0}}else V=532;while(0);E:do if((V|0)==532){s=c[i+5360>>2]|0;if((s|0)==6){n=c[i+1936>>2]|0;o=n>>3;j=o^7;k=o+1|0;if((k|0)<8){q=e+104|0;p=~(r|c[q>>2]);q=~(t|c[q+4>>2]);m=o;while(1){za=46336+(k<<3)|0;m=112128+(n<<6)+(m-o<<3)|0;j=(((c[za>>2]&p&c[m>>2]|0)==0?(c[za+4>>2]&q&c[m+4>>2]|0)==0:0)&1)+j|0;m=k+1|0;if((m|0)==8)break;else{za=k;k=m;m=za}}}q=(c[10592+(((j|0)<7?j:7)<<2)>>2]|0)+h|0}else q=h;switch(s|0){case 7:{h=0;q=(c[10624+(c[(c[i+5352>>2]|0)+36>>2]<<2)>>2]|0)+q|0;s=i;break}case 4:{if((c[i+360>>2]|0)==0?(ta=i+328|0,sa=c[ta>>2]|0,ta=c[ta+4>>2]|0,za=i+288|0,va=i+296|0,ua=c[va>>2]|0,va=c[va+4>>2]|0,!(((ua|c[za>>2])&sa|0)==0?((va|c[za+4>>2])&ta|0)==0:0)):0){ra=ga;qa=la;za=46336;if(((c[qa>>2]|c[ra>>2])&c[za>>2]|0)==0?((c[qa+4>>2]|c[ra+4>>2])&c[za+4>>2]|0)==0:0){o=i+264|0;n=c[o>>2]&r;o=c[o+4>>2]&t;h=8;j=0;F:while(1){za=46272+(j<<3)|0;ra=c[za>>2]&n;za=c[za+4>>2]&o;qa=jx(ra|0,za|0,16)|0;m=jx(ra|0,za|0,48)|0;m=(d[1106644+(qa&65535)>>0]|0)+(d[1106644+(ra&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+m>>0]|0)|0;do if((j|0)>0){za=46272+(j+-1<<3)|0;ra=c[za>>2]&n;za=c[za+4>>2]&o;qa=jx(ra|0,za|0,16)|0;k=jx(ra|0,za|0,48)|0;k=(d[1106644+(qa&65535)>>0]|0)+(d[1106644+(ra&65535)>>0]|0)+(d[1106644+(za&65535)>>0]|0)+(d[1106644+k>>0]|0)|0;k=m>>>0<k>>>0?m:k;if((j|0)<7)break;j=j+1|0;h=(k|0)<(h|0)?k:h;if((j|0)==8)break F;else continue F}else k=0;while(0);za=j+1|0;qa=46272+(za<<3)|0;pa=c[qa>>2]&n;qa=c[qa+4>>2]&o;oa=jx(pa|0,qa|0,16)|0;ra=jx(pa|0,qa|0,48)|0;ra=(d[1106644+(oa&65535)>>0]|0)+(d[1106644+(pa&65535)>>0]|0)+(d[1106644+(qa&65535)>>0]|0)+(d[1106644+ra>>0]|0)|0;ra=(m>>>0<ra>>>0?m:ra)+k|0;h=(ra|0)<(h|0)?ra:h;j=za}h=h+1|0}else h=1;V=c[i+340>>2]|0;V=((((O(V,3997767)|0)+32768>>16|0)/(h|0)|0)<<16)+(((O(V,4653056)|0)>>16|0)/(h|0)|0)|0;h=(ua&sa|0)!=0|(va&ta|0)!=0?2:4;h=(((V+32768>>16|0)/(h|0)|0)<<16)+((V<<16>>16|0)/(h|0)|0)|0;V=549}else{h=0;s=i}break}default:{h=0;V=549}}G:do if((V|0)==549)if((s|0)==5){za=(c[i+5352>>2]|0)+336|0;u=e+40|0;if((r&c[za>>2]|0)==0?(t&c[za+4>>2]|0)==0:0){j=402653184;k=24;m=5;o=t}else{j=402653184;k=24;o=5;while(1){m=Sa(j|0,k|0,0)|0;n=ax(j|0,k|0,-1,-1)|0;n=n&j;k=z&k;if((o|0)==1?(c[i+392>>2]|0)==0:0)j=64;else j=c[i+3984>>2]|0;la=c[944732+(j<<8)+(m<<2)>>2]|0;ma=i+256|0;ma=Ke(i,m,c[ma>>2]|0,c[ma+4>>2]|0)|0;i=c[e>>2]|0;za=i+320|0;ta=c[za>>2]|0;za=c[za+4>>2]|0;ma=ta&ma;oa=za&z;na=jx(ma|0,oa|0,16)|0;pa=jx(ma|0,oa|0,48)|0;ma=d[1106644+(ma&65535)>>0]|0;na=d[1106644+(na&65535)>>0]|0;oa=d[1106644+(oa&65535)>>0]|0;pa=d[1106644+pa>>0]|0;ra=i+328|0;va=45760+(m<<3)|0;qa=c[va>>2]&c[ra>>2];ra=c[va+4>>2]&c[ra+4>>2];va=i+264|0;sa=c[va>>2]|0;va=c[va+4>>2]|0;ua=jx(qa&sa|0,ra&va|0,8)|0;za=la+-1+ma+na+oa+pa+(((qa|0)!=0|(ra|0)!=0)&1)+(((sa&ta&ua|0)!=0|(va&za&z|0)!=0)&1)|0;h=(c[10568+(((za|0)<5?za:5)<<2)>>2]|0)+h|0;if((n|0)==0&(k|0)==0){s=i;break G}j=n;o=c[i+5360>>2]|0}}while(1){n=Sa(j|0,k|0,0)|0;s=ax(j|0,k|0,-1,-1)|0;s=s&j;t=z&k;if((m|0)==1?(c[i+392>>2]|0)==0:0)j=64;else j=c[i+3984>>2]|0;p=c[944732+(j<<8)+(n<<2)>>2]|0;za=u;j=45760+(n<<3)|0;m=j;k=c[m>>2]|0;m=c[m+4>>2]|0;if((k&c[za>>2]|0)==0?(m&c[za+4>>2]|0)==0:0){n=r;j=0}else{ua=i+256|0;ua=Ke(i,n,c[ua>>2]|0,c[ua+4>>2]|0)|0;i=c[e>>2]|0;o=i+320|0;n=c[o>>2]|0;o=c[o+4>>2]|0;ua=n&ua;va=o&z;ta=jx(ua|0,va|0,16)|0;za=jx(ua|0,va|0,48)|0;m=j;k=c[m>>2]|0;m=c[m+4>>2]|0;j=(d[1106644+(ta&65535)>>0]|0)+(d[1106644+(ua&65535)>>0]|0)+(d[1106644+(va&65535)>>0]|0)+(d[1106644+za>>0]|0)|0}ta=i+328|0;sa=c[ta>>2]&k;ta=c[ta+4>>2]&m;za=i+264|0;ua=c[za>>2]|0;za=c[za+4>>2]|0;va=jx(sa&ua|0,ta&za|0,8)|0;za=p+-1+j+(((sa|0)!=0|(ta|0)!=0)&1)+(((ua&n&va|0)!=0|(za&o&z|0)!=0)&1)|0;h=(c[10568+(((za|0)<5?za:5)<<2)>>2]|0)+h|0;if((s|0)==0&(t|0)==0){s=i;break G}j=s;k=t;m=c[i+5360>>2]|0;r=n}}else s=i;while(0);r=c[s+5360>>2]|0;if((r|0)==6){m=c[s+3984>>2]|0;n=m>>3;i=n^7;j=n+1|0;if((j|0)<8){p=e+40|0;k=s+328|0;o=~(c[k>>2]|c[p>>2]);p=~(c[k+4>>2]|c[p+4>>2]);k=n;while(1){za=46336+(j<<3)|0;k=112128+(m<<6)+(k-n<<3)|0;i=(((c[za>>2]&o&c[k>>2]|0)==0?(c[za+4>>2]&p&c[k+4>>2]|0)==0:0)&1)+i|0;k=j+1|0;if((k|0)==8)break;else{za=j;j=k;k=za}}}h=(c[10592+(((i|0)<7?i:7)<<2)>>2]|0)+h|0}if((r|0)==7){g=q+g-((c[10624+(c[(c[s+5352>>2]|0)+40>>2]<<2)>>2]|0)+h)|0;i=s;h=7;V=571;break}else{g=q+g-h|0;switch(r|0){case 4:case 1:{h=0;i=s;break E}default:{i=s;h=r;V=571;break E}}}}while(0);if((V|0)==571){m=g+32768>>16;r=c[i+1936>>2]|0;s=i+3984|0;q=c[s>>2]&7;n=r&7;r=r>>3;s=c[s>>2]>>3;p=i+264|0;o=c[p>>2]|0;p=c[p+4>>2]|0;j=c[i+340>>2]|0;k=c[i+372>>2]|0;if((h|0)==3)h=k+j+(c[i+4532>>2]<<1)|0;else h=k+j|0;za=c[i+5352>>2]|0;h=(c[(c[wa>>2]|0)+120>>2]<<3)+-136+((((o&-252645136|0)!=0|(p&-252645136|0)!=0)&((o&252645135|0)!=0|(p&252645135|0)!=0)&1)<<4)+(((n>>>0<q>>>0?q-n|0:n-q|0)-((r|0)<(s|0)?s-r|0:r-s|0)+h|0)*12|0)+((c[za+20>>2]|0)==(0-(c[za+16>>2]|0)|0)?48:0)|0;za=0-((m|0)>-1?m:0-m|0)|0;h=O(((m|0)>0&1)-(m>>>31)<<16,(h|0)<(za|0)?za:h)|0}k=h+g|0;m=k+32768>>16;j=(m|0)<1&1;g=c[xa>>2]|0;h=c[g+12+(j<<2)>>2]|0;if(!((h|0)!=0?(f=eb[c[(c[h>>2]|0)+8>>2]&63](h,i)|0,(f|0)!=255):0))f=d[g+22+j>>0]|0;h=c[e>>2]|0;i=c[h+5360>>2]|0;switch(i|0){case 2:break;case 4:{g=j^1;if(!(c[h+336+((g<<3|6)<<2)>>2]|0))f=(c[(c[h+5352>>2]|0)+16+(g<<2)>>2]|0)>2499?10:f;else V=581;break}default:V=581}H:do if((V|0)==581)if((f|0)==64){do if((c[h+348>>2]|0)==1){if((c[h+380>>2]|0)!=1){g=7;break}f=c[h+3216>>2]^c[h+1168>>2];f=(f>>>3^f)&1;do if(f|0){g=c[h+5352>>2]|0;if((c[g+16>>2]|0)!=826)break;if((c[g+20>>2]|0)==826){f=31;break H}}while(0);g=f|0?2:7}else g=7;while(0);f=c[h+336+((j<<3|1)<<2)>>2]|0;if((i|0)==3)f=(c[h+4496+(j<<5)+4>>2]|0)+f|0;f=(O(f,g)|0)+40|0;f=(f|0)<64?f:64}while(0);za=c[(c[xa>>2]|0)+24>>2]|0;za=(((O(O(f,m)|0,128-za|0)|0)/64|0)+(O(za,k<<16>>16)|0)|0)/128|0;za=((c[h+5340>>2]|0)==0?za:0-za|0)+(c[26844+(i<<2)>>2]|0)|0;l=ya;return za|0}function qc(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0,i=0;switch(c[a+5360>>2]|0){case 1:{b=c[a+5340>>2]<<3;if(!(c[a+336+(b<<2)>>2]|0)){a=1;return a|0}a=(c[a+336+((b^8)<<2)>>2]|0)==0;return a|0}case 2:{b=c[a+5340>>2]<<3;if(!(c[a+336+((b^14)<<2)>>2]|0)){a=1;return a|0}a=(c[a+336+((b|6)<<2)>>2]|0)==0;return a|0}case 4:{a=(c[a+336+(((c[a+360>>2]|0)!=0&1)<<3<<2)>>2]|0)==0;return a|0}case 5:{b=c[a+5340>>2]<<3;g=c[a+400+((b|6)<<8)>>2]|0;if(((g>>3)+-3|0)>>>0<2?((g&7)+-3|0)>>>0<2:0){a=1;return a|0}b=c[a+400+((b^14)<<8)>>2]|0;if(((b>>3)+-3|0)>>>0>=2){a=0;return a|0}a=((b&7)+-3|0)>>>0<2;return a|0}case 6:{g=a+5340|0;b=c[g>>2]|0;d=b<<3;e=c[a+400+((d|6)<<8)>>2]|0;if((e&-8|0)==56){if((c[a+400+((d^14)<<8)>>2]&-8|0)==56){a=1;return a|0}if((c[a+400+((d^14)<<8)>>2]>>3|0)<7){a=1;return a|0}}if((c[a+400+((d^14)<<8)>>2]&-8|0)!=56){a=0;return a|0}if((e>>3|0)<(((b|0)==0?7:6)|0)){a=1;return a|0}h=122368+(e<<3)|0;i=46392;f=a+320+(b<<3)|0;d=a+256|0;e=c[i>>2]&c[h>>2]&~c[f>>2];f=c[i+4>>2]&c[h+4>>2]&~c[f+4>>2];while(1){if((e|0)==0&(f|0)==0){b=1;d=21;break}i=Sa(e|0,f|0,0)|0;b=ax(e|0,f|0,-1,-1)|0;f=z&f;h=d;h=Ke(a,i,c[h>>2]|0,c[h+4>>2]|0)|0;i=a+320+((c[g>>2]^1)<<3)|0;if((c[i>>2]&h|0)==0?(c[i+4>>2]&z|0)==0:0){b=0;d=21;break}else e=b&e}if((d|0)==21)return b|0;break}case 7:{d=c[a+5352>>2]|0;b=c[a+5340>>2]|0;if((c[d+36+(b<<2)>>2]|0)==3){i=1;return i|0}i=(c[d+36+((b^1)<<2)>>2]|0)==3;return i|0}default:{i=0;return i|0}}return 0}function rc(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0;switch(c[a+5360>>2]|0){case 1:{d=c[a+5340>>2]|0;if(!(c[a+336+(d<<3<<2)>>2]|0)){b=32e3-b|0;return b|0}else{b=(c[a+336+((d<<3^8)<<2)>>2]|0)==0?b+-32e3|0:0;return b|0}}case 2:{d=c[a+5340>>2]<<3;if(!(c[a+336+((d^14)<<2)>>2]|0)){b=32e3-b|0;return b|0}else{b=(c[a+336+((d|6)<<2)>>2]|0)==0?b+-32e3|0:0;return b|0}}case 4:{b=(c[a+336+(((c[a+360>>2]|0)!=0&1)<<3<<2)>>2]|0)==0?b+-32e3|0:0;return b|0}case 5:{d=c[a+5340>>2]<<3;h=c[a+400+((d|6)<<8)>>2]|0;if(((h>>3)+-3|0)>>>0<2?((h&7)+-3|0)>>>0<2:0){b=32e3-b|0;return b|0}d=c[a+400+((d^14)<<8)>>2]|0;if(((d>>3)+-3|0)>>>0>=2){b=0;return b|0}b=((d&7)+-3|0)>>>0<2?b+-32e3|0:0;return b|0}case 6:{h=a+5340|0;e=c[h>>2]|0;f=e<<3;g=c[a+400+((f|6)<<8)>>2]|0;if((g&-8|0)==56){if((c[a+400+((f^14)<<8)>>2]&-8|0)==56){b=d;return b|0}if((c[a+400+((f^14)<<8)>>2]>>3|0)<7){b=32e3-b|0;return b|0}}if((c[a+400+((f^14)<<8)>>2]&-8|0)!=56){b=0;return b|0}a:do if((g>>3|0)>=(((e|0)==0?7:6)|0)){g=122368+(g<<3)|0;i=46392;f=a+320+(e<<3)|0;d=a+256|0;e=c[i>>2]&c[g>>2]&~c[f>>2];f=c[i+4>>2]&c[g+4>>2]&~c[f+4>>2];while(1){if((e|0)==0&(f|0)==0)break a;i=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;f=z&f;j=d;j=Ke(a,i,c[j>>2]|0,c[j+4>>2]|0)|0;i=a+320+((c[h>>2]^1)<<3)|0;if((c[i>>2]&j|0)==0?(c[i+4>>2]&z|0)==0:0){d=0;break}else e=g&e}return d|0}while(0);j=b+-32e3|0;return j|0}case 7:{e=c[a+5352>>2]|0;d=c[a+5340>>2]|0;if((c[e+36+(d<<2)>>2]|0)!=3)return ((c[e+36+((d^1)<<2)>>2]|0)==3?b+-32e3|0:0)|0;j=32e3-b|0;return j|0}default:{j=0;return j|0}}return 0}function sc(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0;i=b+32|0;Pv(i,d)|0;h=b+44|0;c[h>>2]=0;j=b+48|0;g=c[j>>2]|0;if(g&8|0){d=a[i+11>>0]|0;if(d<<24>>24<0){d=c[i>>2]|0;e=d;f=d;d=d+(c[b+36>>2]|0)|0}else{e=i;f=i;d=i+(d&255)|0}c[h>>2]=d;c[b+8>>2]=e;c[b+12>>2]=f;c[b+16>>2]=d}if(!(g&16))return;e=i+11|0;d=a[e>>0]|0;if(d<<24>>24<0){g=c[b+36>>2]|0;c[h>>2]=(c[i>>2]|0)+g;d=(c[b+40>>2]&2147483647)+-1|0;h=g}else{g=d&255;c[h>>2]=i+g;d=10;h=g}Vv(i,d,0);d=a[e>>0]|0;if(d<<24>>24<0){e=c[i>>2]|0;g=e;f=c[b+36>>2]|0}else{g=i;f=d&255;e=i}d=b+24|0;c[d>>2]=e;c[b+20>>2]=e;c[b+28>>2]=g+f;if(!(c[j>>2]&3))return;c[d>>2]=e+h;return}function tc(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0;e=c[d+48>>2]|0;if(e&16|0){e=d+44|0;f=c[e>>2]|0;g=c[d+24>>2]|0;if(f>>>0<g>>>0){c[e>>2]=g;f=g}e=c[d+20>>2]|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;d=f-e|0;if(d>>>0>4294967279)Kv(b);if(d>>>0<11)a[b+11>>0]=d;else{h=d+16&-16;g=Ev(h)|0;c[b>>2]=g;c[b+8>>2]=h|-2147483648;c[b+4>>2]=d;b=g}if((e|0)!=(f|0)){g=b;while(1){a[g>>0]=a[e>>0]|0;e=e+1|0;if((e|0)==(f|0))break;else g=g+1|0}b=b+d|0}a[b>>0]=0;return}if(!(e&8)){c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;return}e=c[d+8>>2]|0;g=c[d+16>>2]|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;d=g-e|0;if(d>>>0>4294967279)Kv(b);if(d>>>0<11)a[b+11>>0]=d;else{f=d+16&-16;h=Ev(f)|0;c[b>>2]=h;c[b+8>>2]=f|-2147483648;c[b+4>>2]=d;b=h}if((e|0)!=(g|0)){f=b;while(1){a[f>>0]=a[e>>0]|0;e=e+1|0;if((e|0)==(g|0))break;else f=f+1|0}b=b+d|0}a[b>>0]=0;return}function uc(b){b=b|0;var d=0;c[b>>2]=10708;d=b+32|0;if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);Ck(b);return}function vc(b){b=b|0;var d=0;c[b>>2]=10708;d=b+32|0;if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);Ck(b);Hv(b);return}function wc(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,l=0,m=0,n=0;i=d+44|0;j=c[i>>2]|0;m=d+24|0;n=c[m>>2]|0;k=n;if(j>>>0<n>>>0){c[i>>2]=n;l=k}else l=j;j=h&24;a:do if((j|0)!=0?!((g|0)==1&(j|0)==24):0){b:do switch(g|0){case 0:{i=0;j=0;break}case 1:if(!(h&8)){j=k-(c[d+20>>2]|0)|0;i=j;j=((j|0)<0)<<31>>31;break b}else{j=(c[d+12>>2]|0)-(c[d+8>>2]|0)|0;i=j;j=((j|0)<0)<<31>>31;break b}case 2:{i=d+32|0;if((a[i+11>>0]|0)<0)i=c[i>>2]|0;j=l-i|0;i=j;j=((j|0)<0)<<31>>31;break}default:{j=-1;i=-1;break a}}while(0);j=ax(i|0,j|0,e|0,f|0)|0;i=z;if((i|0)>=0){k=d+32|0;if((a[k+11>>0]|0)<0)k=c[k>>2]|0;f=l-k|0;e=((f|0)<0)<<31>>31;if(!((e|0)<(i|0)|(e|0)==(i|0)&f>>>0<j>>>0)){k=h&8;if(!((j|0)==0&(i|0)==0)){if(k|0?(c[d+12>>2]|0)==0:0){j=-1;i=-1;break}if((h&16|0)!=0&(n|0)==0){j=-1;i=-1;break}}if(k|0){c[d+12>>2]=(c[d+8>>2]|0)+j;c[d+16>>2]=l}if(h&16)c[m>>2]=(c[d+20>>2]|0)+j}else{j=-1;i=-1}}else{j=-1;i=-1}}else{j=-1;i=-1}while(0);n=b;c[n>>2]=0;c[n+4>>2]=0;b=b+8|0;c[b>>2]=j;c[b+4>>2]=i;return}function xc(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;d=d+8|0;tb[c[(c[b>>2]|0)+16>>2]&15](a,b,c[d>>2]|0,c[d+4>>2]|0,0,e);return}function yc(a){a=a|0;var b=0,e=0,f=0;b=a+44|0;f=c[b>>2]|0;e=c[a+24>>2]|0;if(f>>>0<e>>>0){c[b>>2]=e;f=e}if(!(c[a+48>>2]&8)){a=-1;return a|0}b=a+16|0;e=c[b>>2]|0;if(e>>>0<f>>>0){c[b>>2]=f;e=f}b=c[a+12>>2]|0;if(b>>>0>=e>>>0){a=-1;return a|0}a=d[b>>0]|0;return a|0}function zc(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0;f=b+44|0;e=c[f>>2]|0;g=c[b+24>>2]|0;if(e>>>0<g>>>0){c[f>>2]=g;e=g}h=b+12|0;f=c[h>>2]|0;if((c[b+8>>2]|0)>>>0>=f>>>0){d=-1;return d|0}if((d|0)==-1){c[h>>2]=f+-1;c[b+16>>2]=e;d=0;return d|0}if(!(c[b+48>>2]&16)){g=d&255;f=f+-1|0;if(g<<24>>24!=(a[f>>0]|0)){d=-1;return d|0}}else{g=d&255;f=f+-1|0}c[h>>2]=f;c[b+16>>2]=e;a[f>>0]=g;return d|0}function Ac(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;u=l;l=l+16|0;p=u;if((d|0)==-1){t=0;l=u;return t|0}q=b+12|0;r=b+8|0;s=(c[q>>2]|0)-(c[r>>2]|0)|0;t=b+24|0;k=c[t>>2]|0;n=b+28|0;e=c[n>>2]|0;if((k|0)==(e|0)){j=b+48|0;if(!(c[j>>2]&16)){t=-1;l=u;return t|0}h=b+20|0;i=c[h>>2]|0;o=b+44|0;m=(c[o>>2]|0)-i|0;g=b+32|0;_v(g,0);e=g+11|0;if((a[e>>0]|0)<0)f=(c[b+40>>2]&2147483647)+-1|0;else f=10;Vv(g,f,0);e=a[e>>0]|0;if(e<<24>>24<0){f=c[g>>2]|0;e=c[b+36>>2]|0}else{f=g;e=e&255}e=f+e|0;c[h>>2]=f;c[n>>2]=e;k=f+(k-i)|0;c[t>>2]=k;f=f+m|0;c[o>>2]=f;m=o;g=o;i=e}else{f=b+44|0;m=f;j=b+48|0;g=f;f=c[f>>2]|0;i=e}h=k+1|0;c[p>>2]=h;f=c[(h>>>0<f>>>0?g:p)>>2]|0;c[m>>2]=f;if(c[j>>2]&8|0){e=b+32|0;if((a[e+11>>0]|0)<0)e=c[e>>2]|0;c[r>>2]=e;c[q>>2]=e+s;c[b+16>>2]=f}if((k|0)==(i|0)){t=eb[c[(c[b>>2]|0)+52>>2]&63](b,d&255)|0;l=u;return t|0}else{c[t>>2]=h;a[k>>0]=d;t=d&255;l=u;return t|0}return 0}function Bc(b){b=b|0;var d=0,e=0,f=0;c[b>>2]=10652;d=b+64|0;c[d>>2]=10692;c[b+8>>2]=10672;e=b+12|0;c[e>>2]=10708;f=b+44|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);Kl(b,10768);xk(d);return}function Cc(b){b=b|0;var d=0,e=0,f=0;c[b>>2]=10652;d=b+64|0;c[d>>2]=10692;c[b+8>>2]=10672;e=b+12|0;c[e>>2]=10708;f=b+44|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);Kl(b,10768);xk(d);Hv(b);return}function Dc(b){b=b|0;var d=0,e=0,f=0;b=b+-8|0;c[b>>2]=10652;d=b+64|0;c[d>>2]=10692;c[b+8>>2]=10672;e=b+12|0;c[e>>2]=10708;f=b+44|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);Kl(b,10768);xk(d);return}function Ec(b){b=b|0;var d=0,e=0,f=0;b=b+-8|0;c[b>>2]=10652;d=b+64|0;c[d>>2]=10692;c[b+8>>2]=10672;e=b+12|0;c[e>>2]=10708;f=b+44|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);Kl(b,10768);xk(d);Hv(b);return}function Fc(b){b=b|0;var d=0,e=0,f=0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;c[b>>2]=10652;d=b+64|0;c[d>>2]=10692;c[b+8>>2]=10672;e=b+12|0;c[e>>2]=10708;f=b+44|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);Kl(b,10768);xk(d);return}function Gc(b){b=b|0;var d=0,e=0,f=0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;c[b>>2]=10652;d=b+64|0;c[d>>2]=10692;c[b+8>>2]=10672;e=b+12|0;c[e>>2]=10708;f=b+44|0;if((a[f+11>>0]|0)<0)Hv(c[f>>2]|0);Ck(e);Kl(b,10768);xk(d);Hv(b);return}function Hc(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240289]=d;c[240288]=d;c[240290]=d+96;Mv(d,g);d=(c[240289]|0)+12|0;c[240289]=d;Mv(d,p);d=(c[240289]|0)+12|0;c[240289]=d;Mv(d,i);d=(c[240289]|0)+12|0;c[240289]=d;Mv(d,k);d=(c[240289]|0)+12|0;c[240289]=d;Mv(d,n);d=g+60|0;e=(c[240289]|0)+12|0;c[240289]=e;Mv(e,d);e=g+72|0;s=(c[240289]|0)+12|0;c[240289]=s;Mv(s,e);s=(c[240289]|0)+12|0;c[240289]=s;Mv(s,b);c[240289]=(c[240289]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}function Ic(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;f=l;l=l+48|0;b=f+24|0;d=f+12|0;e=f;Wc(d,0);g=d+11|0;h=a[g>>0]|0;i=h<<24>>24<0;h=mc(1103852,i?c[d>>2]|0:d,i?c[d+4>>2]|0:h&255)|0;Ql(b,h+(c[(c[h>>2]|0)+-12>>2]|0)|0);i=qn(b,1104724)|0;i=eb[c[(c[i>>2]|0)+28>>2]&63](i,10)|0;rn(b);gm(h,i)|0;Wl(h)|0;if((a[g>>0]|0)<0)Hv(c[d>>2]|0);Ch(1103028);_e();Fb();ze();Cb();Gf();re();c[e+8>>2]=0;i=e+11|0;a[i>>0]=7;a[e>>0]=a[39472]|0;a[e+1>>0]=a[39473]|0;a[e+2>>0]=a[39474]|0;a[e+3>>0]=a[39475]|0;a[e+4>>0]=a[39476]|0;a[e+5>>0]=a[39477]|0;a[e+6>>0]=a[39478]|0;a[e+7>>0]=0;c[d>>2]=e;Jc(b,1103028,e,1172180,d,f+32|0);Pg(1102836,~~+xh((c[b>>2]|0)+28|0)>>>0);if((a[i>>0]|0)>=0){Hf();l=f;return 0}Hv(c[e>>2]|0);Hf();l=f;return 0}function Jc(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0;f=d+4|0;h=c[f>>2]|0;do if(h){j=d+8|0;i=d+4|0;f=h;while(1){h=f+16|0;if(Bh(j,e,h)|0){h=c[f>>2]|0;if(!h){h=6;break}else{i=f;f=h}}else{if(!(Bh(j,h,e)|0)){h=10;break}i=f+4|0;h=c[i>>2]|0;if(!h){h=9;break}else f=h}}if((h|0)==6){j=f;i=f;break}else if((h|0)==9){j=f;break}else if((h|0)==10){j=f;break}}else{j=f;i=f}while(0);f=c[i>>2]|0;if(f|0){d=f;g=0;c[b>>2]=d;d=b+4|0;a[d>>0]=g;return}h=Ev(92)|0;e=h+16|0;f=c[g>>2]|0;c[e>>2]=c[f>>2];c[e+4>>2]=c[f+4>>2];c[e+8>>2]=c[f+8>>2];c[f>>2]=0;c[f+4>>2]=0;c[f+8>>2]=0;Hh(h+28|0,0);c[h>>2]=0;c[h+4>>2]=0;c[h+8>>2]=j;c[i>>2]=h;f=c[c[d>>2]>>2]|0;if(!f)f=h;else{c[d>>2]=f;f=c[i>>2]|0}Kc(c[d+4>>2]|0,f);d=d+8|0;c[d>>2]=(c[d>>2]|0)+1;d=h;g=1;c[b>>2]=d;d=b+4|0;a[d>>0]=g;return}function Kc(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;i=(d|0)==(b|0);a[d+12>>0]=i&1;if(i)return;while(1){i=c[d+8>>2]|0;g=i+12|0;if(a[g>>0]|0){e=23;break}h=i+8|0;f=c[h>>2]|0;e=c[f>>2]|0;if((e|0)==(i|0)){e=c[f+4>>2]|0;if(!e){e=7;break}e=e+12|0;if(!(a[e>>0]|0))d=e;else{e=7;break}}else{if(!e){e=16;break}e=e+12|0;if(!(a[e>>0]|0))d=e;else{e=16;break}}a[g>>0]=1;i=(f|0)==(b|0);a[f+12>>0]=i&1;a[d>>0]=1;if(i){e=23;break}else d=f}if((e|0)==7){if((c[i>>2]|0)==(d|0)){d=i;g=f}else{b=i+4|0;e=c[b>>2]|0;d=c[e>>2]|0;c[b>>2]=d;if(!d)d=f;else{c[d+8>>2]=i;d=c[h>>2]|0}c[e+8>>2]=d;d=c[h>>2]|0;c[((c[d>>2]|0)==(i|0)?d:d+4|0)>>2]=e;c[e>>2]=i;c[h>>2]=e;d=e;g=c[e+8>>2]|0}a[d+12>>0]=1;a[g+12>>0]=0;d=c[g>>2]|0;e=d+4|0;f=c[e>>2]|0;c[g>>2]=f;if(f|0)c[f+8>>2]=g;i=g+8|0;c[d+8>>2]=c[i>>2];h=c[i>>2]|0;c[((c[h>>2]|0)==(g|0)?h:h+4|0)>>2]=d;c[e>>2]=g;c[i>>2]=d;return}else if((e|0)==16){if((c[i>>2]|0)==(d|0)){g=c[i>>2]|0;e=g+4|0;d=c[e>>2]|0;c[i>>2]=d;if(d){c[d+8>>2]=i;f=c[h>>2]|0}c[g+8>>2]=f;d=c[h>>2]|0;c[((c[d>>2]|0)==(i|0)?d:d+4|0)>>2]=g;c[e>>2]=i;c[h>>2]=g;d=g;f=c[g+8>>2]|0}else d=i;a[d+12>>0]=1;a[f+12>>0]=0;i=f+4|0;d=c[i>>2]|0;e=c[d>>2]|0;c[i>>2]=e;if(e|0)c[e+8>>2]=f;i=f+8|0;c[d+8>>2]=c[i>>2];h=c[i>>2]|0;c[((c[h>>2]|0)==(f|0)?h:h+4|0)>>2]=d;c[d>>2]=f;c[i>>2]=d;return}else if((e|0)==23)return}function Lc(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240292]=d;c[240291]=d;c[240293]=d+96;Mv(d,g);d=(c[240292]|0)+12|0;c[240292]=d;Mv(d,p);d=(c[240292]|0)+12|0;c[240292]=d;Mv(d,i);d=(c[240292]|0)+12|0;c[240292]=d;Mv(d,k);d=(c[240292]|0)+12|0;c[240292]=d;Mv(d,n);d=g+60|0;e=(c[240292]|0)+12|0;c[240292]=e;Mv(e,d);e=g+72|0;s=(c[240292]|0)+12|0;c[240292]=s;Mv(s,e);s=(c[240292]|0)+12|0;c[240292]=s;Mv(s,b);c[240292]=(c[240292]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){c[240295]=0;c[240296]=1;c[240294]=10812;c[240298]=1;c[240299]=0;c[240297]=10812;c[240301]=0;c[240302]=1;c[240300]=10832;c[240304]=1;c[240305]=0;c[240303]=10832;c[240307]=0;c[240308]=1;c[240306]=10852;c[240310]=1;c[240311]=0;c[240309]=10852;c[240313]=0;c[240314]=1;c[240312]=10872;c[240316]=1;c[240317]=0;c[240315]=10872;c[240319]=0;c[240320]=1;c[240318]=10892;c[240322]=1;c[240323]=0;c[240321]=10892;c[240325]=0;c[240326]=1;c[240324]=10912;c[240328]=1;c[240329]=0;c[240327]=10912;l=r;return}Hv(c[g>>2]|0);c[240295]=0;c[240296]=1;c[240294]=10812;c[240298]=1;c[240299]=0;c[240297]=10812;c[240301]=0;c[240302]=1;c[240300]=10832;c[240304]=1;c[240305]=0;c[240303]=10832;c[240307]=0;c[240308]=1;c[240306]=10852;c[240310]=1;c[240311]=0;c[240309]=10852;c[240313]=0;c[240314]=1;c[240312]=10872;c[240316]=1;c[240317]=0;c[240315]=10872;c[240319]=0;c[240320]=1;c[240318]=10892;c[240322]=1;c[240323]=0;c[240321]=10892;c[240325]=0;c[240326]=1;c[240324]=10912;c[240328]=1;c[240329]=0;c[240327]=10912;l=r;return}function Mc(a){a=a|0;return}function Nc(a){a=a|0;Hv(a);return}function Oc(a){a=a|0;Hv(a);return}function Pc(a){a=a|0;Hv(a);return}function Qc(a){a=a|0;Hv(a);return}function Rc(a){a=a|0;return}function Sc(a){a=a|0;Hv(a);return}function Tc(a){a=a|0;Hv(a);return}function Uc(d){d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0;H=l;l=l+128|0;D=H+64|0;C=H;r=d+5352|0;o=(c[r>>2]|0)+8|0;p=c[o>>2]|0;o=c[o+4>>2]|0;n=d+5348|0;E=p&8191;F=c[(c[n>>2]|0)+104>>2]|0;G=F+(E<<5)|0;B=G;if((c[B>>2]|0)==(p|0)?(c[B+4>>2]|0)==(o|0):0){l=H;return G|0}x=F+(E<<5)+8|0;c[x>>2]=0;c[x+4>>2]=0;c[x+8>>2]=0;c[x+12>>2]=0;c[x+16>>2]=0;c[x+20>>2]=0;x=G;c[x>>2]=p;c[x+4>>2]=o;x=F+(E<<5)+23|0;a[x>>0]=64;w=F+(E<<5)+22|0;a[w>>0]=64;A=c[r>>2]|0;y=c[A+16>>2]|0;A=c[A+20>>2]|0;v=A+y|0;m=(v|0)<15258?v:15258;B=d+5360|0;e=c[B>>2]|0;g=F+(E<<5)+24|0;c[g>>2]=((((e|0)==1?((A|0)<(y|0)?A:y)<<1:(m|0)>3915?m:3915)<<7)+-501120|0)/11343|0;if((e|0)==4)c[g>>2]=(c[d+336+((((c[d+360>>2]|0)!=0&1)<<3|1)<<2)>>2]<<7|0)/36|0;m=c[n>>2]|0;k=m+116|0;j=c[m+120>>2]|0;a:do if(j){g=j;while(1){i=g+16|0;h=c[i>>2]|0;i=c[i+4>>2]|0;if(!(i>>>0>o>>>0|(i|0)==(o|0)&h>>>0>p>>>0)){if(!(i>>>0<o>>>0|(i|0)==(o|0)&h>>>0<p>>>0))break;g=g+4|0}g=c[g>>2]|0;if(!g){u=20;break a}}g=m+120|0;while(1){h=j+16|0;e=c[h>>2]|0;h=c[h+4>>2]|0;if(o>>>0<h>>>0|(o|0)==(h|0)&p>>>0<e>>>0){e=c[j>>2]|0;if(!e){g=j;break}else g=j}else{if(!(h>>>0<o>>>0|(h|0)==(o|0)&e>>>0<p>>>0))break;g=j+4|0;e=c[g>>2]|0;if(!e)break}j=e}e=c[g>>2]|0;if(!e){e=Ev(32)|0;h=e+16|0;c[h>>2]=p;c[h+4>>2]=o;c[e+24>>2]=0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=j;c[g>>2]=e;h=c[c[k>>2]>>2]|0;if(!h)g=e;else{c[k>>2]=h;g=c[g>>2]|0}Kc(c[m+120>>2]|0,g);m=m+124|0;c[m>>2]=(c[m>>2]|0)+1}m=c[e+24>>2]|0;g=F+(E<<5)+8|0;c[g>>2]=m;if(!m){e=c[B>>2]|0;break}else{l=H;return G|0}}else u=20;while(0);if((u|0)==20){g=F+(E<<5)+8|0;c[g>>2]=0}b:do switch(e|0){case 0:{h=c[r>>2]|0;m=d+328|0;k=c[m>>2]|0;m=c[m+4>>2]|0;if(((ax(k|0,m|0,-1,-1)|0)&k|0)==0&(z&m|0)==0?(c[h+16>>2]|0)>1281:0)e=0;else{m=d+320|0;k=c[m>>2]|0;m=c[m+4>>2]|0;j=ax(k|0,m|0,-1,-1)|0;if(!((j&k|0)==0&(z&m|0)==0))break b;if((c[h+20>>2]|0)>1281)e=1;else break b}c[g>>2]=961176+(e*12|0);l=H;return G|0}case 2:{h=c[r>>2]|0;m=d+328|0;k=c[m>>2]|0;m=c[m+4>>2]|0;if(((ax(k|0,m|0,-1,-1)|0)&k|0)==0&(z&m|0)==0?(c[h+16>>2]|0)>2045:0)e=0;else{m=d+320|0;k=c[m>>2]|0;m=c[m+4>>2]|0;j=ax(k|0,m|0,-1,-1)|0;if(!((j&k|0)==0&(z&m|0)==0))break b;if((c[h+20>>2]|0)>2045)e=1;else break b}c[g>>2]=961200+(e*12|0);l=H;return G|0}default:{}}while(0);m=c[n>>2]|0;k=m+128|0;j=c[m+132>>2]|0;c:do if(j){g=j;while(1){i=g+16|0;h=c[i>>2]|0;i=c[i+4>>2]|0;if(!(i>>>0>o>>>0|(i|0)==(o|0)&h>>>0>p>>>0)){if(!(i>>>0<o>>>0|(i|0)==(o|0)&h>>>0<p>>>0))break;g=g+4|0}g=c[g>>2]|0;if(!g)break c}g=m+132|0;while(1){h=j+16|0;e=c[h>>2]|0;h=c[h+4>>2]|0;if(o>>>0<h>>>0|(o|0)==(h|0)&p>>>0<e>>>0){e=c[j>>2]|0;if(!e){h=j;break}else g=j}else{if(!(h>>>0<o>>>0|(h|0)==(o|0)&e>>>0<p>>>0)){h=g;break}g=j+4|0;e=c[g>>2]|0;if(!e){h=g;break}}j=e}e=c[h>>2]|0;if(!e){e=Ev(32)|0;g=e+16|0;c[g>>2]=p;c[g+4>>2]=o;c[e+24>>2]=0;c[e>>2]=0;c[e+4>>2]=0;c[e+8>>2]=j;c[h>>2]=e;g=c[c[k>>2]>>2]|0;if(!g)g=e;else{c[k>>2]=g;g=c[h>>2]|0}Kc(c[m+132>>2]|0,g);p=m+136|0;c[p>>2]=(c[p>>2]|0)+1}e=c[e+24>>2]|0;if(!e){e=c[B>>2]|0;break}c[F+(E<<5)+12+(c[e+4>>2]<<2)>>2]=e;l=H;return G|0}while(0);if(!e){e=c[r>>2]|0;h=c[e+16>>2]|0;g=(h|0)==826;do if((c[B>>2]|0)==3){if((g?((c[d+4508>>2]|0)+(c[d+348>>2]|0)|0)==1:0)?(f=c[d+340>>2]|0,((c[d+4500>>2]|0)+f|0)>0):0){e=961224;u=62}else{f=c[d+340>>2]|0;if(((((h|0)==2500?(c[d+4500>>2]|0)==(0-f|0):0)?((c[d+4516>>2]|0)+(c[d+356>>2]|0)|0)==1:0)?((c[d+4544>>2]|0)+(c[d+384>>2]|0)|0)==1:0)?((c[d+4532>>2]|0)+(c[d+372>>2]|0)|0)>0:0){e=961248;u=62}else h=f}if((u|0)==62){c[F+(E<<5)+12>>2]=e;e=c[r>>2]|0;h=f}f=c[e+20>>2]|0;if(((f|0)==826?((c[d+4540>>2]|0)+(c[d+380>>2]|0)|0)==1:0)?(s=c[d+372>>2]|0,((c[d+4532>>2]|0)+s|0)>0):0){f=961236;e=s}else{e=c[d+372>>2]|0;if(!((f|0)==2500?(c[d+4532>>2]|0)==(0-e|0):0)){k=e;break}if(((c[d+4548>>2]|0)+(c[d+388>>2]|0)|0)!=1){k=e;break}if(((c[d+4512>>2]|0)+(c[d+352>>2]|0)|0)!=1){k=e;break}if(((c[d+4500>>2]|0)+h|0)>0)f=961260;else{k=e;break}}c[F+(E<<5)+16>>2]=f;k=e}else{if((g?(c[d+348>>2]|0)==1:0)?(q=c[d+340>>2]|0,(q|0)>0):0){e=961224;f=q;u=72}else{f=c[d+340>>2]|0;if(!f)if((((h|0)==2500?(c[d+356>>2]|0)==1:0)?(c[d+384>>2]|0)==1:0)?(c[d+372>>2]|0)>0:0){e=961248;f=0;u=72}else h=0;else h=f}if((u|0)==72){c[F+(E<<5)+12>>2]=e;e=c[r>>2]|0;h=f}f=c[e+20>>2]|0;if(((f|0)==826?(c[d+380>>2]|0)==1:0)?(t=c[d+372>>2]|0,(t|0)>0):0){f=961236;e=t}else{e=c[d+372>>2]|0;if(e|0){k=e;break}if((f|0)!=2500){k=0;break}if((c[d+388>>2]|0)!=1){k=0;break}if((h|0)>0?(c[d+352>>2]|0)==1:0){f=961260;e=0}else{k=0;break}}c[F+(E<<5)+16>>2]=f;k=e}while(0);do if((v|0)==0?(v=d+264|0,!((c[v>>2]|0)==0&(c[v+4>>2]|0)==0)):0){e=(c[B>>2]|0)==3;f=c[d+4532>>2]|0;if((k|0)==((e?0-f|0:0)|0)){c[F+(E<<5)+12>>2]=961272;break}g=c[d+4500>>2]|0;if((h|0)==((e?0-g|0:0)|0)){c[F+(E<<5)+16>>2]=961284;break}if(((e?g:0)+h|0)==1?((e?f:0)+k|0)==1:0){c[F+(E<<5)+12>>2]=961296;c[F+(E<<5)+16>>2]=961308}}while(0);e=c[B>>2]|0;g=d+340|0;j=d+4500|0;if((y-A|0)<827?(h|0)==(((e|0)==3?0-(c[j>>2]|0)|0:0)|0):0){a[w>>0]=(y|0)<1282?0:(A|0)<827?4:14;f=d+372|0;i=f;e=c[B>>2]|0;f=c[f>>2]|0}else{i=d+372|0;f=k}h=d+4532|0;if((A-y|0)<827?(f|0)==(((e|0)==3?0-(c[h>>2]|0)|0:0)|0):0){a[x>>0]=(A|0)<1282?0:(y|0)<827?4:14;f=j;e=c[B>>2]|0}else f=j}else{g=d+340|0;f=d+4500|0;i=d+372|0;h=d+4532|0}s=(e|0)==3;r=d+4508|0;m=(s?c[r>>2]|0:0)+(c[d+348>>2]|0)|0;c[D>>2]=(m|0)>1&1;q=c[f>>2]|0;c[D+4>>2]=(s?q:0)+(c[g>>2]|0);k=c[d+4504>>2]|0;c[D+8>>2]=(s?k:0)+(c[d+344>>2]|0);c[D+12>>2]=m;m=c[d+4512>>2]|0;c[D+16>>2]=(s?m:0)+(c[d+352>>2]|0);n=c[d+4516>>2]|0;c[D+20>>2]=(s?n:0)+(c[d+356>>2]|0);o=c[d+4520>>2]|0;c[D+24>>2]=(s?o:0)+(c[d+360>>2]|0);c[D+28>>2]=0;p=c[d+4540>>2]|0;g=(s?p:0)+(c[d+380>>2]|0)|0;c[D+32>>2]=(g|0)>1&1;j=c[h>>2]|0;c[D+36>>2]=(s?j:0)+(c[i>>2]|0);f=c[d+4536>>2]|0;c[D+40>>2]=(s?f:0)+(c[d+376>>2]|0);c[D+44>>2]=g;g=c[d+4544>>2]|0;c[D+48>>2]=(s?g:0)+(c[d+384>>2]|0);i=c[d+4548>>2]|0;c[D+52>>2]=(s?i:0)+(c[d+388>>2]|0);s=c[B>>2]|0;B=(s|0)==3;e=c[d+4552>>2]|0;c[D+56>>2]=(B?e:0)+(c[d+392>>2]|0);c[D+60>>2]=0;if(B){h=(c[d+4496>>2]|0)==0&1;c[C>>2]=h;c[C+4>>2]=q;c[C+8>>2]=k;c[C+12>>2]=c[r>>2];c[C+16>>2]=m;c[C+20>>2]=n;c[C+24>>2]=o;c[C+28>>2]=0;c[C+32>>2]=(c[d+4528>>2]|0)==0&1;c[C+36>>2]=j;c[C+40>>2]=f;c[C+44>>2]=p;c[C+48>>2]=g;c[C+52>>2]=i;c[C+56>>2]=e;c[C+60>>2]=0;j=0;e=0;k=1;while(1){i=c[D+(j<<2)>>2]|0;if(i){f=0;g=0;do{d=O(c[D+(f<<2)>>2]|0,c[11692+(j<<5)+(f<<2)>>2]|0)|0;g=d+g+(O(c[D+32+(f<<2)>>2]|0,c[13740+(j<<5)+(f<<2)>>2]|0)|0)|0;f=f+1|0}while((f|0)!=(k|0));e=(O(g,i)|0)+e|0}if((j|0)<5){j=j+1|0;k=k+1|0}else{j=0;i=1;break}}while(1){if(!h)k=e;else{f=0;g=0;do{d=O(c[C+(f<<2)>>2]|0,c[15020+(j<<5)+(f<<2)>>2]|0)|0;g=d+g+(O(c[C+32+(f<<2)>>2]|0,c[15276+(j<<5)+(f<<2)>>2]|0)|0)|0;f=f+1|0}while((f|0)!=(i|0));k=(O(g,h)|0)+e|0}f=j+1|0;if((j|0)>=5){i=0;e=0;j=1;break}j=f;e=k;h=c[C+(f<<2)>>2]|0;i=i+1|0}while(1){h=c[D+32+(i<<2)>>2]|0;if(h){f=0;g=0;do{d=O(c[D+32+(f<<2)>>2]|0,c[11692+(i<<5)+(f<<2)>>2]|0)|0;g=d+g+(O(c[D+(f<<2)>>2]|0,c[13740+(i<<5)+(f<<2)>>2]|0)|0)|0;f=f+1|0}while((f|0)!=(j|0));e=(O(g,h)|0)+e|0}if((i|0)<5){i=i+1|0;j=j+1|0}else{j=0;i=1;break}}while(1){h=c[C+32+(j<<2)>>2]|0;if(h){f=0;g=0;do{D=O(c[C+32+(f<<2)>>2]|0,c[15020+(j<<5)+(f<<2)>>2]|0)|0;g=D+g+(O(c[C+(f<<2)>>2]|0,c[15276+(j<<5)+(f<<2)>>2]|0)|0)|0;f=f+1|0}while((f|0)!=(i|0));e=(O(g,h)|0)+e|0}if((j|0)<5){j=j+1|0;i=i+1|0}else break}b[F+(E<<5)+20>>1]=(k-e|0)/16|0}else{m=(s|0)==1|(s|0)==4?6:5;i=0;g=0;j=1;while(1){h=c[D+(i<<2)>>2]|0;if(h){e=0;f=0;do{C=O(c[D+(e<<2)>>2]|0,c[10924+(s<<8)+(i<<5)+(e<<2)>>2]|0)|0;f=C+f+(O(c[D+32+(e<<2)>>2]|0,c[12972+(s<<8)+(i<<5)+(e<<2)>>2]|0)|0)|0;e=e+1|0}while((e|0)!=(j|0));g=(O(f,h)|0)+g|0}if((i|0)<(m|0)){i=i+1|0;j=j+1|0}else{j=0;e=0;k=1;break}}while(1){i=c[D+32+(j<<2)>>2]|0;if(i){f=0;h=0;do{C=O(c[D+32+(f<<2)>>2]|0,c[10924+(s<<8)+(j<<5)+(f<<2)>>2]|0)|0;h=C+h+(O(c[D+(f<<2)>>2]|0,c[12972+(s<<8)+(j<<5)+(f<<2)>>2]|0)|0)|0;f=f+1|0}while((f|0)!=(k|0));e=(O(h,i)|0)+e|0}if((j|0)<(m|0)){j=j+1|0;k=k+1|0}else break}b[F+(E<<5)+20>>1]=(g-e|0)/16|0}l=H;return G|0}function Vc(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240331]=d;c[240330]=d;c[240332]=d+96;Mv(d,g);d=(c[240331]|0)+12|0;c[240331]=d;Mv(d,p);d=(c[240331]|0)+12|0;c[240331]=d;Mv(d,i);d=(c[240331]|0)+12|0;c[240331]=d;Mv(d,k);d=(c[240331]|0)+12|0;c[240331]=d;Mv(d,n);d=g+60|0;e=(c[240331]|0)+12|0;c[240331]=e;Mv(e,d);e=g+72|0;s=(c[240331]|0)+12|0;c[240331]=s;Mv(s,e);s=(c[240331]|0)+12|0;c[240331]=s;Mv(s,b);c[240331]=(c[240331]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){c[240333]=0;c[240334]=0;c[240335]=0;l=r;return}Hv(c[g>>2]|0);c[240333]=0;c[240334]=0;c[240335]=0;l=r;return}function Wc(b,e){b=b|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0;D=l;l=l+352|0;x=D+208|0;y=D+196|0;z=D+184|0;A=D+172|0;B=D+160|0;C=D+16|0;j=D;f=Ev(48)|0;c[y>>2]=f;c[y+8>>2]=-2147483600;k=y+4|0;c[k>>2]=47;g=f;h=36650;i=g+47|0;do{a[g>>0]=a[h>>0]|0;g=g+1|0;h=h+1|0}while((g|0)<(i|0));a[f+47>>0]=0;c[z>>2]=0;c[z+4>>2]=0;c[z+8>>2]=0;c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;w=C+8|0;c[w>>2]=10672;u=C+12|0;c[C>>2]=2188;v=C+64|0;c[v>>2]=2208;c[C+4>>2]=0;Ol(C+64|0,u);c[C+136>>2]=0;c[C+140>>2]=-1;c[C>>2]=10652;c[C+64>>2]=10692;c[w>>2]=10672;Tl(u);c[u>>2]=10708;w=C+44|0;c[w>>2]=0;c[w+4>>2]=0;c[w+8>>2]=0;c[w+12>>2]=0;c[C+60>>2]=24;c[x>>2]=0;c[x+4>>2]=0;c[x+8>>2]=0;sc(u,x);if((a[x+11>>0]|0)<0)Hv(c[x>>2]|0);f=Ev(16)|0;c[j>>2]=f;c[j+8>>2]=-2147483632;c[j+4>>2]=11;g=f;h=36698;i=g+11|0;do{a[g>>0]=a[h>>0]|0;g=g+1|0;h=h+1|0}while((g|0)<(i|0));a[f+11>>0]=0;t=x+8|0;c[t>>2]=10672;r=x+12|0;c[x>>2]=2188;s=x+64|0;c[s>>2]=2208;c[x+4>>2]=0;Ol(x+64|0,r);c[x+136>>2]=0;c[x+140>>2]=-1;c[x>>2]=10652;c[x+64>>2]=10692;c[t>>2]=10672;Tl(r);c[r>>2]=10708;t=x+44|0;c[t>>2]=0;c[t+4>>2]=0;c[t+8>>2]=0;c[t+12>>2]=0;c[x+60>>2]=24;sc(r,j);if((a[j+11>>0]|0)<0)Hv(c[j>>2]|0);p=C+8|0;n=mc(p,36710,10)|0;q=a[961343]|0;o=q<<24>>24<0;q=mc(n,o?c[240333]|0:961332,o?c[240334]|0:q&255)|0;c[q+(c[(c[q>>2]|0)+-12>>2]|0)+76>>2]=48;q=a[961343]|0;if(!((q<<24>>24<0?c[240334]|0:q&255)|0)){Xc(Xc(Xc(x,z)|0,A)|0,B)|0;q=a[B+11>>0]|0;f=q<<24>>24<0;q=mc(mc(p,f?c[B>>2]|0:B,f?c[B+4>>2]|0:q&255)|0,36721,1)|0;c[q+(c[(c[q>>2]|0)+-12>>2]|0)+12>>2]=2;f=a[y+11>>0]|0;g=f<<24>>24<0;h=g?c[y>>2]|0:y;o=a[z+11>>0]|0;m=o<<24>>24<0;n=m?c[z>>2]|0:z;o=m?c[z+4>>2]|0:o&255;if(!o)f=1;else{f=g?c[k>>2]|0:f&255;k=h+f|0;i=k;m=h;a:do if((f|0)<(o|0))f=k;else{j=d[n>>0]|0;g=h;while(1){f=f-o+1|0;if(!f){f=k;break a}f=ji(g,j,f)|0;if(!f){f=k;break a}if(!(Yh(f,n,o)|0))break a;g=f+1|0;f=i-g|0;if((f|0)<(o|0)){f=k;break}}}while(0);f=(f|0)==(k|0)?1073741824:((f-m|0)>>>2)+1|0}n=mc(cm(q,f)|0,36721,1)|0;c[n+(c[(c[n>>2]|0)+-12>>2]|0)+12>>2]=2;q=a[A+11>>0]|0;o=q<<24>>24<0;mc(n,o?c[A>>2]|0:A,o?c[A+4>>2]|0:q&255)|0}q=mc(mc(mc(p,1174259,0)|0,1174259,0)|0,36723,14)|0;mc(mc(q,e?36738:36750,e?11:4)|0,36755,29)|0;tc(b,u);c[x>>2]=10652;c[s>>2]=10692;c[x+8>>2]=10672;c[r>>2]=10708;if((a[t+11>>0]|0)<0)Hv(c[t>>2]|0);Ck(r);Kl(x,10768);xk(s);c[C>>2]=10652;c[v>>2]=10692;c[p>>2]=10672;c[u>>2]=10708;if((a[w+11>>0]|0)<0)Hv(c[w>>2]|0);Ck(u);Kl(C,10768);xk(v);if((a[B+11>>0]|0)<0)Hv(c[B>>2]|0);if((a[A+11>>0]|0)<0)Hv(c[A>>2]|0);if((a[z+11>>0]|0)<0)Hv(c[z>>2]|0);if((a[y+11>>0]|0)>=0){l=D;return}Hv(c[y>>2]|0);l=D;return}function Xc(e,f){e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0,n=0;n=l;l=l+16|0;m=n+4|0;h=n;Vl(m,e,0);if(!(a[m>>0]|0)){f=e+(c[(c[e>>2]|0)+-12>>2]|0)|0;Nl(f,c[f+16>>2]|4);l=n;return e|0}g=f+11|0;if((a[g>>0]|0)<0){a[c[f>>2]>>0]=0;c[f+4>>2]=0}else{a[f>>0]=0;a[g>>0]=0}g=e+(c[(c[e>>2]|0)+-12>>2]|0)|0;m=c[g+12>>2]|0;m=(m|0)<1?2147483647:m;Ql(h,g);g=qn(h,1104724)|0;rn(h);a:do if((m|0)>0){k=g+8|0;g=0;while(1){h=c[e+(c[(c[e>>2]|0)+-12>>2]|0)+24>>2]|0;i=c[h+12>>2]|0;if((i|0)==(c[h+16>>2]|0)){h=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;if((h|0)==-1){h=2;break a}}else h=d[i>>0]|0;i=h&255;if(i<<24>>24>-1?b[(c[k>>2]|0)+(h<<24>>24<<1)>>1]&8192:0){h=0;break a}_v(f,i);g=g+1|0;h=c[e+(c[(c[e>>2]|0)+-12>>2]|0)+24>>2]|0;i=h+12|0;j=c[i>>2]|0;if((j|0)==(c[h+16>>2]|0))db[c[(c[h>>2]|0)+40>>2]&127](h)|0;else c[i>>2]=j+1;if((g|0)>=(m|0)){h=0;break}}}else{g=0;h=0}while(0);c[e+(c[(c[e>>2]|0)+-12>>2]|0)+12>>2]=0;f=e+(c[(c[e>>2]|0)+-12>>2]|0)|0;Nl(f,c[f+16>>2]|((g|0)==0?h|4:h));l=n;return e|0}function Yc(){return}function Zc(b,c){b=b|0;c=c|0;(a[837664]|0)==0?Yw(837664)|0:0;switch(c|0){case 0:{Bv(961344);return b|0}case 1:{Cv(961344);return b|0}default:return b|0}return 0}function _c(a){a=a|0;$c(a);return}function $c(b){b=b|0;var d=0,e=0,f=0,g=0;if((a[837672]|0)==0?Yw(837672)|0:0){c[240343]=2436;c[240369]=2456;Ol(961476,961376);c[240387]=0;c[240388]=-1;c[240343]=15544;c[240369]=15564;ad(961376);f=c[1103676+(c[(c[275919]|0)+-12>>2]|0)+24>>2]|0;Tl(961556);c[240389]=15580;c[240397]=f;c[240398]=961376;f=c[1103852+(c[(c[275963]|0)+-12>>2]|0)+24>>2]|0;Tl(961596);c[240399]=15580;c[240407]=f;c[240408]=961376}e=a[b+11>>0]|0;d=e<<24>>24<0;e=((d?c[b+4>>2]|0:e&255)|0)==0;f=(c[240360]|0)!=0;if(!(e|f)){g=Tj(d?c[b>>2]|0:b,36785)|0;c[240360]=g;if(!g){g=961372+(c[(c[240343]|0)+-12>>2]|0)|0;Nl(g,c[g+16>>2]|4)}else{c[240366]=16;Nl(961372+(c[(c[240343]|0)+-12>>2]|0)|0,0)}g=1103676+(c[(c[275919]|0)+-12>>2]|0)|0;c[g+24>>2]=961556;Nl(g,0);g=1103852+(c[(c[275963]|0)+-12>>2]|0)|0;c[g+24>>2]=961596;Nl(g,0);return}if(!(e&f))return;b=1103852+(c[(c[275963]|0)+-12>>2]|0)|0;c[b+24>>2]=c[240407];Nl(b,0);b=1103676+(c[(c[275919]|0)+-12>>2]|0)|0;c[b+24>>2]=c[240397];Nl(b,0);b=c[240360]|0;if((b|0?(g=db[c[(c[961376>>2]|0)+24>>2]&127](961376)|0,(Kj(b)|0)==0):0)?(c[240360]=0,(g|0)==0):0)return;g=961372+(c[(c[240343]|0)+-12>>2]|0)|0;Nl(g,c[g+16>>2]|4);return}function ad(d){d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0;j=l;l=l+16|0;h=j;Tl(d);c[d>>2]=15644;c[d+32>>2]=0;c[d+36>>2]=0;c[d+40>>2]=0;e=d+52|0;i=d+68|0;f=e;g=f+44|0;do{c[f>>2]=0;f=f+4|0}while((f|0)<(g|0));b[e+44>>1]=0;a[e+46>>0]=0;e=d+4|0;ov(h,e);g=rv(h,1106516)|0;rn(h);if(!g){i=c[d>>2]|0;i=i+12|0;i=c[i>>2]|0;fb[i&31](d,0,4096)|0;l=j;return}ov(h,e);c[i>>2]=qn(h,1106516)|0;rn(h);i=c[i>>2]|0;a[d+98>>0]=(db[c[(c[i>>2]|0)+28>>2]&127](i)|0)&1;i=c[d>>2]|0;i=i+12|0;i=c[i>>2]|0;fb[i&31](d,0,4096)|0;l=j;return}function bd(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0;n=l;l=l+16|0;k=n;m=b+64|0;if(!(c[m>>2]|0)){m=0;l=n;return m|0}j=b+68|0;d=c[j>>2]|0;if(!d)Ia();i=b+92|0;e=c[i>>2]|0;do if(!(e&16)){if(e&8|0){f=b+80|0;g=c[f+4>>2]|0;h=k;c[h>>2]=c[f>>2];c[h+4>>2]=g;do if(!(a[b+98>>0]|0)){f=db[c[(c[d>>2]|0)+24>>2]&127](d)|0;h=b+36|0;g=c[h>>2]|0;d=(c[b+40>>2]|0)-g|0;if((f|0)>0){e=0;d=(O((c[b+16>>2]|0)-(c[b+12>>2]|0)|0,f)|0)+d|0;break}e=c[b+12>>2]|0;if((e|0)==(c[b+16>>2]|0))e=0;else{f=c[j>>2]|0;j=b+32|0;g=ib[c[(c[f>>2]|0)+32>>2]&31](f,k,c[j>>2]|0,g,e-(c[b+8>>2]|0)|0)|0;e=1;d=d-g+(c[h>>2]|0)-(c[j>>2]|0)|0}}else{e=0;d=(c[b+16>>2]|0)-(c[b+12>>2]|0)|0}while(0);if(bk(c[m>>2]|0,0-d|0,1)|0){m=-1;l=n;return m|0}if(e){j=k;k=c[j+4>>2]|0;m=b+72|0;c[m>>2]=c[j>>2];c[m+4>>2]=k}m=c[b+32>>2]|0;c[b+40>>2]=m;c[b+36>>2]=m;c[b+8>>2]=0;c[b+12>>2]=0;c[b+16>>2]=0;c[i>>2]=0}}else{if((c[b+24>>2]|0)!=(c[b+20>>2]|0)?(eb[c[(c[b>>2]|0)+52>>2]&63](b,-1)|0)==-1:0){m=-1;l=n;return m|0}f=b+72|0;g=b+32|0;d=b+52|0;a:while(1){i=c[j>>2]|0;e=c[g>>2]|0;e=ib[c[(c[i>>2]|0)+20>>2]&31](i,f,e,e+(c[d>>2]|0)|0,k)|0;i=c[g>>2]|0;b=(c[k>>2]|0)-i|0;if((dk(i,1,b,c[m>>2]|0)|0)!=(b|0)){d=-1;e=24;break}switch(e|0){case 1:break;case 2:{d=-1;e=24;break a}default:{e=10;break a}}}if((e|0)==10){if(!(Oj(c[m>>2]|0)|0))break;else d=-1;l=n;return d|0}else if((e|0)==24){l=n;return d|0}}while(0);m=0;l=n;return m|0}function cd(b){b=b|0;var d=0,e=0,f=0,g=0;c[b>>2]=15644;d=b+64|0;g=c[d>>2]|0;if(g|0?(bd(b)|0,(Kj(g)|0)==0):0)c[d>>2]=0;if(a[b+96>>0]|0?(e=c[b+32>>2]|0,e|0):0)Iv(e);if(a[b+97>>0]|0?(f=c[b+56>>2]|0,f|0):0)Iv(f);Ck(b);return}function dd(b){b=b|0;var d=0,e=0,f=0,g=0;c[b>>2]=15644;d=b+64|0;g=c[d>>2]|0;if(g|0?(bd(b)|0,(Kj(g)|0)==0):0)c[d>>2]=0;if(a[b+96>>0]|0?(e=c[b+32>>2]|0,e|0):0)Iv(e);if(a[b+97>>0]|0?(f=c[b+56>>2]|0,f|0):0)Iv(f);Ck(b);Hv(b);return}function ed(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;db[c[(c[b>>2]|0)+24>>2]&127](b)|0;d=qn(d,1106516)|0;c[b+68>>2]=d;e=b+98|0;f=a[e>>0]|0;d=db[c[(c[d>>2]|0)+28>>2]&127](d)|0;a[e>>0]=d&1;if((f&255|0)==(d&1|0))return;f=b+8|0;e=b+96|0;c[f>>2]=0;c[f+4>>2]=0;c[f+8>>2]=0;c[f+12>>2]=0;c[f+16>>2]=0;c[f+20>>2]=0;f=(a[e>>0]|0)!=0;if(d){d=b+32|0;if(f?(g=c[d>>2]|0,g|0):0)Iv(g);i=b+97|0;a[e>>0]=a[i>>0]|0;h=b+60|0;c[b+52>>2]=c[h>>2];b=b+56|0;c[d>>2]=c[b>>2];c[h>>2]=0;c[b>>2]=0;a[i>>0]=0;return}d=c[b+52>>2]|0;c[b+60>>2]=d;if(!f?(h=b+32|0,i=c[h>>2]|0,(i|0)!=(b+44|0)):0){c[b+56>>2]=i;a[b+97>>0]=0;c[h>>2]=Gv(d)|0;a[e>>0]=1;return}c[b+56>>2]=Gv(d)|0;a[b+97>>0]=1;return}function fd(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0;i=b+8|0;j=b+96|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;c[i+12>>2]=0;c[i+16>>2]=0;c[i+20>>2]=0;if(a[j>>0]|0?(f=c[b+32>>2]|0,f|0):0)Iv(f);i=b+97|0;if(a[i>>0]|0?(g=c[b+56>>2]|0,g|0):0)Iv(g);f=b+52|0;c[f>>2]=e;if(e>>>0>8){f=a[b+98>>0]|0;if((d|0)!=0&f<<24>>24!=0){g=0;h=d}else{g=1;h=Gv(e)|0}c[b+32>>2]=h}else{c[b+32>>2]=b+44;c[f>>2]=8;g=0;f=a[b+98>>0]|0}a[j>>0]=g;if(f<<24>>24){c[b+60>>2]=0;d=0;e=0;j=b+56|0;c[j>>2]=e;a[i>>0]=d;return b|0}f=(e|0)>8?e:8;c[b+60>>2]=f;if((d|0)!=0&f>>>0>7){j=0;e=d;d=b+56|0;c[d>>2]=e;a[i>>0]=j;return b|0}d=1;e=Gv(f)|0;j=b+56|0;c[j>>2]=e;a[i>>0]=d;return b|0}function gd(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;g=c[b+68>>2]|0;if(!g)Ia();g=db[c[(c[g>>2]|0)+24>>2]&127](g)|0;h=b+64|0;if((((c[h>>2]|0)!=0?!(((d|0)!=0|(e|0)!=0)&(g|0)<1):0)?f>>>0<3&(db[c[(c[b>>2]|0)+24>>2]&127](b)|0)==0:0)?(i=c[h>>2]|0,e=gx(g|0,((g|0)<0)<<31>>31|0,d|0,e|0)|0,(bk(i,(g|0)>0?e:0,f)|0)==0):0){d=jk(c[h>>2]|0)|0;h=b+72|0;g=c[h>>2]|0;h=c[h+4>>2]|0;b=d;d=((d|0)<0)<<31>>31}else{g=0;h=0;b=-1;d=-1}i=a;c[i>>2]=g;c[i+4>>2]=h;i=a+8|0;c[i>>2]=b;c[i+4>>2]=d;return}function hd(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0;e=b+64|0;if(c[e>>2]|0?(db[c[(c[b>>2]|0)+24>>2]&127](b)|0)==0:0)if(!(bk(c[e>>2]|0,c[d+8>>2]|0,0)|0)){f=d;e=c[f+4>>2]|0;b=b+72|0;c[b>>2]=c[f>>2];c[b+4>>2]=e;c[a>>2]=c[d>>2];c[a+4>>2]=c[d+4>>2];c[a+8>>2]=c[d+8>>2];c[a+12>>2]=c[d+12>>2];return}else{f=a;c[f>>2]=0;c[f+4>>2]=0;f=a+8|0;c[f>>2]=-1;c[f+4>>2]=-1;return}f=a;c[f>>2]=0;c[f+4>>2]=0;f=a+8|0;c[f>>2]=-1;c[f+4>>2]=-1;return}function id(b){b=b|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;u=l;l=l+16|0;t=u+4|0;p=u;n=b+64|0;if(!(c[n>>2]|0)){t=-1;l=u;return t|0}e=b+92|0;if(!(c[e>>2]&8)){c[b+24>>2]=0;c[b+20>>2]=0;c[b+28>>2]=0;r=(a[b+98>>0]|0)==0;s=c[(r?b+56|0:b+32|0)>>2]|0;r=s+(c[(r?b+60|0:b+52|0)>>2]|0)|0;c[b+8>>2]=s;s=b+12|0;c[s>>2]=r;c[b+16>>2]=r;c[e>>2]=8;f=1;e=r}else{e=b+12|0;f=0;s=e;e=c[e>>2]|0}if(!e){g=t+1|0;c[b+8>>2]=t;c[s>>2]=g;c[b+16>>2]=g}else g=e;r=b+16|0;if(f){e=c[r>>2]|0;o=0}else{e=c[r>>2]|0;o=(e-(c[b+8>>2]|0)|0)/2|0;o=o>>>0<4?o:4}do if((g|0)==(e|0)){e=b+8|0;ox(c[e>>2]|0,g+(0-o)|0,o|0)|0;if(a[b+98>>0]|0){f=c[e>>2]|0;f=gk(f+o|0,1,(c[r>>2]|0)-o-f|0,c[n>>2]|0)|0;if(!f){f=-1;break}q=(c[e>>2]|0)+o|0;c[s>>2]=q;c[r>>2]=q+f;f=d[q>>0]|0;break}k=b+40|0;j=c[k>>2]|0;m=b+36|0;f=c[m>>2]|0;h=j;g=f;if((j|0)==(f|0)){j=b+32|0;f=h}else{j=b+32|0;ox(c[j>>2]|0,f|0,h-g|0)|0;g=c[m>>2]|0;f=c[k>>2]|0}h=c[j>>2]|0;g=h+(f-g)|0;c[m>>2]=g;if((h|0)==(b+44|0))f=8;else f=c[b+52>>2]|0;v=h+f|0;c[k>>2]=v;h=b+60|0;f=(c[h>>2]|0)-o|0;v=v-g|0;i=b+72|0;y=i;x=c[y+4>>2]|0;w=b+80|0;c[w>>2]=c[y>>2];c[w+4>>2]=x;g=gk(g,1,v>>>0<f>>>0?v:f,c[n>>2]|0)|0;if(!g)f=-1;else{f=c[b+68>>2]|0;if(!f)Ia();x=(c[m>>2]|0)+g|0;c[k>>2]=x;y=c[e>>2]|0;if((mb[c[(c[f>>2]|0)+16>>2]&15](f,i,c[j>>2]|0,x,m,y+o|0,y+(c[h>>2]|0)|0,p)|0)!=3){g=c[p>>2]|0;f=(c[e>>2]|0)+o|0;if((g|0)==(f|0))f=-1;else q=25}else{f=c[j>>2]|0;g=c[k>>2]|0;c[e>>2]=f;q=25}if((q|0)==25){c[s>>2]=f;c[r>>2]=g;f=d[f>>0]|0}}}else{f=d[g>>0]|0;e=b+8|0}while(0);if((c[e>>2]|0)==(t|0)){c[e>>2]=0;c[s>>2]=0;c[r>>2]=0}y=f;l=u;return y|0}function jd(b,d){b=b|0;d=d|0;var e=0,f=0,g=0;if(!(c[b+64>>2]|0)){g=-1;return g|0}g=b+12|0;f=c[g>>2]|0;if((c[b+8>>2]|0)>>>0>=f>>>0){g=-1;return g|0}if((d|0)==-1){c[g>>2]=f+-1;g=0;return g|0}if(!(c[b+88>>2]&16)){e=d&255;b=f+-1|0;if(e<<24>>24!=(a[b>>0]|0)){g=-1;return g|0}}else{e=d&255;b=f+-1|0}c[g>>2]=b;a[b>>0]=e;g=d;return g|0}function kd(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;y=l;l=l+16|0;h=y+8|0;u=y+4|0;v=y;w=b+64|0;if(!(c[w>>2]|0)){x=-1;l=y;return x|0}f=b+92|0;if(!(c[f>>2]&16)){c[b+8>>2]=0;c[b+12>>2]=0;c[b+16>>2]=0;e=c[b+52>>2]|0;do if(e>>>0>8)if(!(a[b+98>>0]|0)){g=c[b+56>>2]|0;e=g+((c[b+60>>2]|0)+-1)|0;break}else{g=c[b+32>>2]|0;e=g+(e+-1)|0;break}else{e=0;g=0}while(0);c[b+24>>2]=g;p=b+20|0;c[p>>2]=g;s=b+28|0;c[s>>2]=e;c[f>>2]=16;r=p;o=s;t=g;q=e}else{p=b+20|0;g=c[p>>2]|0;q=b+28|0;r=p;o=q;s=q;t=g;q=c[q>>2]|0}n=(d|0)==-1;e=b+24|0;f=c[e>>2]|0;if(!n){if(!f){c[e>>2]=h;c[p>>2]=h;c[o>>2]=h+1;f=h}a[f>>0]=d;f=(c[e>>2]|0)+1|0;c[e>>2]=f;g=c[p>>2]|0}a:do if((f|0)==(g|0))x=32;else{b:do if(!(a[b+98>>0]|0)){k=b+32|0;h=c[k>>2]|0;c[u>>2]=h;m=b+68|0;i=c[m>>2]|0;if(!i)Ia();j=b+72|0;b=b+52|0;g=mb[c[(c[i>>2]|0)+12>>2]&15](i,j,g,f,v,h,h+(c[b>>2]|0)|0,u)|0;f=c[p>>2]|0;c:do if((c[v>>2]|0)!=(f|0)){while(1){if((g|0)==3){x=21;break}if((g|1|0)!=1)break c;h=c[k>>2]|0;i=(c[u>>2]|0)-h|0;if((dk(h,1,i,c[w>>2]|0)|0)!=(i|0))break c;if((g|0)!=1){x=28;break}g=c[v>>2]|0;h=c[e>>2]|0;c[r>>2]=g;c[o>>2]=h;f=g;g=f+(h-g)|0;c[e>>2]=g;h=c[m>>2]|0;if(!h){x=19;break}i=c[k>>2]|0;g=mb[c[(c[h>>2]|0)+12>>2]&15](h,j,f,g,v,i,i+(c[b>>2]|0)|0,u)|0;f=c[p>>2]|0;if((c[v>>2]|0)==(f|0))break c}if((x|0)==19)Ia();else if((x|0)==21){v=(c[e>>2]|0)-f|0;if((dk(f,1,v,c[w>>2]|0)|0)!=(v|0))break}break b}while(0);e=-1;break a}else{v=f-g|0;if((dk(g,1,v,c[w>>2]|0)|0)!=(v|0)){e=-1;break a}}while(0);c[e>>2]=t;c[r>>2]=t;c[s>>2]=q;x=32}while(0);if((x|0)==32)e=n?0:d;x=e;l=y;return x|0}function ld(a){a=a|0;Ck(a);return}function md(a){a=a|0;Ck(a);Hv(a);return}function nd(a){a=a|0;var b=0;b=c[a+36>>2]|0;db[c[(c[b>>2]|0)+24>>2]&127](b)|0;a=c[a+32>>2]|0;return db[c[(c[a>>2]|0)+24>>2]&127](a)|0}function od(a){a=a|0;var b=0;a=c[a+32>>2]|0;b=c[a+12>>2]|0;if((b|0)==(c[a+16>>2]|0)){b=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;return b|0}else{b=d[b>>0]|0;return b|0}return 0}function pd(b){b=b|0;var e=0,f=0,g=0,h=0;e=c[b+32>>2]|0;f=e+12|0;g=c[f>>2]|0;if((g|0)==(c[e+16>>2]|0))h=db[c[(c[e>>2]|0)+40>>2]&127](e)|0;else{c[f>>2]=g+1;h=d[g>>0]|0}e=b+36|0;if((c[3929]|0)==10){b=c[e>>2]|0;fb[c[(c[b>>2]|0)+48>>2]&31](b,36838,3)|0}e=c[e>>2]|0;f=e+24|0;g=c[f>>2]|0;if((g|0)==(c[e+28>>2]|0)){h=eb[c[(c[e>>2]|0)+52>>2]&63](e,h&255)|0;c[3929]=h;return h|0}else{c[f>>2]=g+1;a[g>>0]=h;h=h&255;c[3929]=h;return h|0}return 0}function qd(b,d){b=b|0;d=d|0;var e=0,f=0,g=0;e=c[b+32>>2]|0;f=e+24|0;g=c[f>>2]|0;if((g|0)==(c[e+28>>2]|0))g=eb[c[(c[e>>2]|0)+52>>2]&63](e,d&255)|0;else{c[f>>2]=g+1;a[g>>0]=d;g=d&255}d=b+36|0;if((c[3929]|0)==10){b=c[d>>2]|0;fb[c[(c[b>>2]|0)+48>>2]&31](b,36834,3)|0}d=c[d>>2]|0;e=d+24|0;f=c[e>>2]|0;if((f|0)==(c[d+28>>2]|0)){b=eb[c[(c[d>>2]|0)+52>>2]&63](d,g&255)|0;c[3929]=b;return b|0}else{c[e>>2]=f+1;a[f>>0]=g;b=g&255;c[3929]=b;return b|0}return 0}function rd(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;c[b>>2]=15544;d=b+104|0;c[d>>2]=15564;g=b+4|0;c[g>>2]=15644;h=b+68|0;i=c[h>>2]|0;if(i|0?(bd(g)|0,(Kj(i)|0)==0):0)c[h>>2]=0;if(a[b+100>>0]|0?(e=c[b+36>>2]|0,e|0):0)Iv(e);if(a[b+101>>0]|0?(f=c[b+60>>2]|0,f|0):0)Iv(f);Ck(g);yl(b,15704);xk(d);return}function sd(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;c[b>>2]=15544;d=b+104|0;c[d>>2]=15564;g=b+4|0;c[g>>2]=15644;h=b+68|0;i=c[h>>2]|0;if(i|0?(bd(g)|0,(Kj(i)|0)==0):0)c[h>>2]=0;if(a[b+100>>0]|0?(e=c[b+36>>2]|0,e|0):0)Iv(e);if(a[b+101>>0]|0?(f=c[b+60>>2]|0,f|0):0)Iv(f);Ck(g);yl(b,15704);xk(d);Hv(b);return}function td(b){b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0;b=b+(c[(c[b>>2]|0)+-12>>2]|0)|0;c[b>>2]=15544;d=b+104|0;c[d>>2]=15564;e=b+4|0;c[e>>2]=15644;f=b+68|0;g=c[f>>2]|0;if(g|0?(bd(e)|0,(Kj(g)|0)==0):0)c[f>>2]=0;if(a[b+100>>0]|0?(h=c[b+36>>2]|0,h|0):0)Iv(h);if(a[b+101>>0]|0?(i=c[b+60>>2]|0,i|0):0)Iv(i);Ck(e);yl(b,15704);xk(d);return}function ud(a){a=a|0;sd(a+(c[(c[a>>2]|0)+-12>>2]|0)|0);return}function vd(a){a=a|0;return}function wd(a){a=a|0;return}function xd(a){a=a|0;return}function yd(){var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;r=l;l=l+96|0;g=r;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=g+11|0;a[h>>0]=5;a[g>>0]=a[39336]|0;a[g+1>>0]=a[39337]|0;a[g+2>>0]=a[39338]|0;a[g+3>>0]=a[39339]|0;a[g+4>>0]=a[39340]|0;a[g+5>>0]=0;p=g+12|0;c[p>>2]=0;c[p+4>>2]=0;c[p+8>>2]=0;q=p+11|0;a[q>>0]=8;i=p;c[i>>2]=1702259047;c[i+4>>2]=2036430689;a[g+20>>0]=0;i=g+24|0;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;j=i+11|0;a[j>>0]=6;a[i>>0]=a[39342]|0;a[i+1>>0]=a[39343]|0;a[i+2>>0]=a[39344]|0;a[i+3>>0]=a[39345]|0;a[i+4>>0]=a[39346]|0;a[i+5>>0]=a[39347]|0;a[i+6>>0]=0;k=g+36|0;m=k+11|0;a[m>>0]=10;d=k;e=39349;f=d+10|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[k+10>>0]=0;n=g+48|0;c[n>>2]=0;c[n+4>>2]=0;c[n+8>>2]=0;o=n+11|0;a[o>>0]=5;a[n>>0]=a[39360]|0;a[n+1>>0]=a[39361]|0;a[n+2>>0]=a[39362]|0;a[n+3>>0]=a[39363]|0;a[n+4>>0]=a[39364]|0;a[n+5>>0]=0;b=Ev(16)|0;c[g+60>>2]=b;c[g+68>>2]=-2147483632;c[g+64>>2]=13;d=b;e=39366;f=d+13|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+13>>0]=0;b=Ev(16)|0;c[g+72>>2]=b;c[g+80>>2]=-2147483632;c[g+76>>2]=11;d=b;e=39380;f=d+11|0;do{a[d>>0]=a[e>>0]|0;d=d+1|0;e=e+1|0}while((d|0)<(f|0));a[b+11>>0]=0;b=g+84|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=b+11|0;a[f>>0]=6;a[b>>0]=a[39392]|0;a[b+1>>0]=a[39393]|0;a[b+2>>0]=a[39394]|0;a[b+3>>0]=a[39395]|0;a[b+4>>0]=a[39396]|0;a[b+5>>0]=a[39397]|0;a[b+6>>0]=0;d=Ev(96)|0;c[240410]=d;c[240409]=d;c[240411]=d+96;Mv(d,g);d=(c[240410]|0)+12|0;c[240410]=d;Mv(d,p);d=(c[240410]|0)+12|0;c[240410]=d;Mv(d,i);d=(c[240410]|0)+12|0;c[240410]=d;Mv(d,k);d=(c[240410]|0)+12|0;c[240410]=d;Mv(d,n);d=g+60|0;e=(c[240410]|0)+12|0;c[240410]=e;Mv(e,d);e=g+72|0;s=(c[240410]|0)+12|0;c[240410]=s;Mv(s,e);s=(c[240410]|0)+12|0;c[240410]=s;Mv(s,b);c[240410]=(c[240410]|0)+12;if((a[f>>0]|0)<0)Hv(c[b>>2]|0);if((a[e+11>>0]|0)<0)Hv(c[e>>2]|0);if((a[d+11>>0]|0)<0)Hv(c[d>>2]|0);if((a[o>>0]|0)<0)Hv(c[n>>2]|0);if((a[m>>0]|0)<0)Hv(c[k>>2]|0);if((a[j>>0]|0)<0)Hv(c[i>>2]|0);if((a[q>>0]|0)<0)Hv(c[p>>2]|0);if((a[h>>0]|0)>=0){l=r;return}Hv(c[g>>2]|0);l=r;return}
function ae(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0;f=c[b+5340>>2]|0;V=b+320+(f<<3)|0;U=~c[V>>2];V=~c[V+4>>2];W=b+5360|0;S=c[W>>2]|0;switch(S|0){case 1:{if(Ad(b)|0){w=b+320+((f^1)<<3)|0;x=c[w>>2]&U;w=c[w+4>>2]&V}else{x=U;w=V}if(!f){u=b+320|0;t=c[u>>2]|0;u=c[u+4>>2]|0;m=b+264|0;p=c[m>>2]&t;m=c[m+4>>2]&u;j=m&16711680;q=m&-16711681;o=b+328|0;n=c[o>>2]|0;o=c[o+4>>2]|0;v=b+256|0;s=v;r=c[s>>2]|0;s=c[s+4>>2]|0;k=x&~r;l=w&~s;f=kx(p|0,q|0,8)|0;f=f&k;g=z&l;e=kx(f|0,g|0,8)|0;e=k&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){W=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(W|-512)+(W<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){W=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(W|-1024)+(W<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(j|0)==0)){i=kx(0,j|0,9)|0;i=i&n;h=z&o;kx(0,j|0,7)|0;f=o&2130706432&z;g=kx(0,j|0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){V=Sa(i|0,h|0,0)|0;W=ax(i|0,h|0,-1,-1)|0;i=W&i;h=z&h;W=V<<6;c[j>>2]=V+28096+W;c[j+8>>2]=V+24e3+W;c[j+16>>2]=V+19904+W;c[j+24>>2]=V+15808+W;d=j+40|0;c[j+32>>2]=V+40384+W;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){V=Sa(i|0,f|0,0)|0;W=ax(i|0,f|0,-1,-1)|0;i=W&i;f=z&f;W=V<<6;c[h>>2]=V+28224+W;c[h+8>>2]=V+24128+W;c[h+16>>2]=V+20032+W;c[h+24>>2]=V+15936+W;d=h+40|0;c[h+32>>2]=V+40512+W;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){V=Sa(g|0,e|0,0)|0;W=ax(g|0,e|0,-1,-1)|0;g=W&g;e=z&e;W=V<<6;c[d>>2]=(V|28160)+W;c[d+8>>2]=(V|24064)+W;c[d+16>>2]=(V|19968)+W;c[d+24>>2]=(V|15872)+W;f=d+40|0;c[d+32>>2]=(V|40448)+W;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=kx(p|0,m|0,9)|0;h=n&-16843264&h;g=o&16711422&z;f=kx(p|0,m|0,7)|0;f=n&2139062016&f;e=o&8355711&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){W=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=W+-576+(W<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){W=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=W+-448+(W<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;e=c[(c[l>>2]|0)+44>>2]|0;if((e|0)!=64?(K=123904+(e<<3)|0,E=c[K>>2]&p,K=c[K+4>>2]&q,!((E|0)==0&(K|0)==0)):0){h=e+8192|0;g=E;e=K;while(1){W=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(W<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&x;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;W=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[W>>2]&r|0,c[W+4>>2]&s|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&x;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;W=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[W>>2]&r|0,c[W+4>>2]&s|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&x;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;V=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[V>>2]&r|0,c[V+4>>2]&s|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;V=c[125952+(f*24|0)+16>>2]|0;U=125952+(f*24|0)|0;W=125952+(f*24|0)+8|0;W=gx(c[U>>2]&r|0,c[U+4>>2]&s|0,c[W>>2]|0,c[W+4>>2]|0)|0;W=jx(W|0,z|0,55)|0;W=V+(W<<3)|0;g=(c[W>>2]|g)&x;i=(c[W+4>>2]|i)&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=b+304|0;e=c[f>>2]&t;f=c[f+4>>2]&u;if(!((e|0)==0&(f|0)==0))do{g=Sa(e|0,f|0,0)|0;j=ax(e|0,f|0,-1,-1)|0;e=j&e;f=z&f;j=122368+(g<<3)|0;h=c[j>>2]&x;j=c[j+4>>2]&w;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){W=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=W+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}}while(!((e|0)==0&(f|0)==0));if(Ad(b)|0){b=d;return b|0}h=c[(c[l>>2]|0)+24>>2]|0;if(!(h&3)){b=d;return b|0}g=v;f=c[g>>2]|0;g=c[g+4>>2]|0;e=b+5216|0;e=(h&1|0)==0|(c[e>>2]&f|0?1:(c[e+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){if(!e){c[d>>2]=(c[b+5084>>2]<<6)+49152+(c[b+5148>>2]|0);d=d+8|0}W=b+5224|0;if((h&2|0)==0|(c[W>>2]&f|0?1:(c[W+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5088>>2]<<6)+49152+(c[b+5152>>2]|0);b=d+8|0;return b|0}else{if(!e){c[d>>2]=(c[b+5084>>2]<<6)+49152+(c[b+5148>>2]|0);d=d+8|0}W=b+5224|0;if((h&2|0)==0|(c[W>>2]&f|0?1:(c[W+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5088>>2]<<6)+49152+(c[b+5152>>2]|0);b=d+8|0;return b|0}}else{u=b+328|0;t=c[u>>2]|0;u=c[u+4>>2]|0;p=b+264|0;m=c[p>>2]&t;p=c[p+4>>2]&u;j=m&65280;q=m&-65281;o=b+320|0;n=c[o>>2]|0;o=c[o+4>>2]|0;v=b+256|0;s=v;r=c[s>>2]|0;s=c[s+4>>2]|0;k=x&~r;l=w&~s;f=jx(q|0,p|0,8)|0;f=f&k;g=z&l;jx(f|0,g|0,8)|0;e=l&255&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){W=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(W|512)+(W<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){W=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(W|1024)+(W<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&n;h=z&o;f=jx(j|0,0,7)|0;f=n&254&f;g=jx(j|0,0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){V=Sa(i|0,h|0,0)|0;W=ax(i|0,h|0,-1,-1)|0;i=W&i;h=z&h;W=V<<6;c[j>>2]=V+29248+W;c[j+8>>2]=V+25152+W;c[j+16>>2]=V+21056+W;c[j+24>>2]=V+16960+W;d=j+40|0;c[j+32>>2]=V+41536+W;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){V=Sa(f|0,h|0,0)|0;W=ax(f|0,h|0,-1,-1)|0;f=W&f;h=z&h;W=V<<6;c[i>>2]=V+29120+W;c[i+8>>2]=V+25024+W;c[i+16>>2]=V+20928+W;c[i+24>>2]=V+16832+W;d=i+40|0;c[i+32>>2]=V+41408+W;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){V=Sa(g|0,e|0,0)|0;W=ax(g|0,e|0,-1,-1)|0;g=W&g;e=z&e;W=V<<6;c[d>>2]=(V|29184)+W;c[d+8>>2]=(V|25088)+W;c[d+16>>2]=(V|20992)+W;c[d+24>>2]=(V|16896)+W;f=d+40|0;c[d+32>>2]=(V|41472)+W;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=jx(m|0,p|0,9)|0;h=n&2139062016&h;g=o&8355711&z;f=jx(m|0,p|0,7)|0;f=n&-16843264&f;e=o&16711422&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){W=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=W+576+(W<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){W=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=W+448+(W<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;e=c[(c[l>>2]|0)+44>>2]|0;if((e|0)!=64?(L=123392+(e<<3)|0,J=c[L>>2]&q,L=c[L+4>>2]&p,!((J|0)==0&(L|0)==0)):0){h=e+8192|0;g=J;e=L;while(1){W=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(W<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&x;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;W=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[W>>2]&r|0,c[W+4>>2]&s|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&x;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{h=c[124416+(f*24|0)+16>>2]|0;W=124416+(f*24|0)|0;g=124416+(f*24|0)+8|0;g=gx(c[W>>2]&r|0,c[W+4>>2]&s|0,c[g>>2]|0,c[g+4>>2]|0)|0;g=jx(g|0,z|0,52)|0;g=h+(g<<3)|0;h=c[g>>2]&x;g=c[g+4>>2]&w;if(!((h|0)==0&(g|0)==0)){i=f<<6;while(1){W=Sa(h|0,g|0,0)|0;f=ax(h|0,g|0,-1,-1)|0;h=f&h;g=z&g;f=d+8|0;c[d>>2]=W+i;if((h|0)==0&(g|0)==0){d=f;break}else d=f}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;V=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[V>>2]&r|0,c[V+4>>2]&s|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;V=c[125952+(f*24|0)+16>>2]|0;U=125952+(f*24|0)|0;W=125952+(f*24|0)+8|0;W=gx(c[U>>2]&r|0,c[U+4>>2]&s|0,c[W>>2]|0,c[W+4>>2]|0)|0;W=jx(W|0,z|0,55)|0;W=V+(W<<3)|0;g=(c[W>>2]|g)&x;i=(c[W+4>>2]|i)&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=b+304|0;e=c[f>>2]&t;f=c[f+4>>2]&u;if(!((e|0)==0&(f|0)==0))do{g=Sa(e|0,f|0,0)|0;j=ax(e|0,f|0,-1,-1)|0;e=j&e;f=z&f;j=122368+(g<<3)|0;h=c[j>>2]&x;j=c[j+4>>2]&w;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){W=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=W+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}}while(!((e|0)==0&(f|0)==0));if(Ad(b)|0){b=d;return b|0}h=c[(c[l>>2]|0)+24>>2]|0;if(!(h&12)){b=d;return b|0}g=v;f=c[g>>2]|0;g=c[g+4>>2]|0;e=b+5240|0;e=(h&4|0)==0|(c[e>>2]&f|0?1:(c[e+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){if(!e){c[d>>2]=(c[b+5096>>2]<<6)+49152+(c[b+5160>>2]|0);d=d+8|0}W=b+5272|0;if((h&8|0)==0|(c[W>>2]&f|0?1:(c[W+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5112>>2]<<6)+49152+(c[b+5176>>2]|0);b=d+8|0;return b|0}else{if(!e){c[d>>2]=(c[b+5096>>2]<<6)+49152+(c[b+5160>>2]|0);d=d+8|0}W=b+5272|0;if((h&8|0)==0|(c[W>>2]&f|0?1:(c[W+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5112>>2]<<6)+49152+(c[b+5176>>2]|0);b=d+8|0;return b|0}}}case 2:{w=b+320+((f^1)<<3)|0;W=122368+(c[b+400+((f<<3|6)<<8)>>2]<<3)|0;v=~(c[W>>2]&c[w>>2])&U;w=~(c[W+4>>2]&c[w+4>>2])&V;if(!f){o=b+320|0;l=b+264|0;r=c[l>>2]&c[o>>2];o=c[l+4>>2]&c[o+4>>2];l=o&16711680;s=o&-16711681;q=b+328|0;p=c[q>>2]&v;q=c[q+4>>2]&w;u=b+256|0;t=c[u>>2]|0;u=c[u+4>>2]|0;m=~t;n=~u;h=kx(r|0,s|0,8)|0;h=h&m;i=z&n;f=kx(h|0,i|0,8)|0;f=m&-16777216&f;if(!((h|0)==0&(i|0)==0)){j=d;while(1){W=Sa(h|0,i|0,0)|0;d=ax(h|0,i|0,-1,-1)|0;h=d&h;i=z&i;d=j+8|0;c[j>>2]=(W|-512)+(W<<6);if((h|0)==0&(i|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){W=Sa(f|0,h|0,0)|0;d=ax(f|0,h|0,-1,-1)|0;f=d&f;h=z&h;d=i+8|0;c[i>>2]=(W|-1024)+(W<<6);if((f|0)==0&(h|0)==0)break;else i=d}}if(!(0==0&(l|0)==0)){k=kx(0,l|0,9)|0;k=k&p;j=z&q;kx(0,l|0,7)|0;h=q&2130706432&z;i=kx(0,l|0,8)|0;i=i&m;f=z&n;if(!((k|0)==0&(j|0)==0)){l=d;while(1){V=Sa(k|0,j|0,0)|0;W=ax(k|0,j|0,-1,-1)|0;k=W&k;j=z&j;W=V<<6;c[l>>2]=V+28096+W;c[l+8>>2]=V+24e3+W;c[l+16>>2]=V+19904+W;d=l+32|0;c[l+24>>2]=V+15808+W;if((k|0)==0&(j|0)==0)break;else l=d}}if(!(0==0&(h|0)==0)){j=d;k=0;while(1){V=Sa(k|0,h|0,0)|0;W=ax(k|0,h|0,-1,-1)|0;k=W&k;h=z&h;W=V<<6;c[j>>2]=V+28224+W;c[j+8>>2]=V+24128+W;c[j+16>>2]=V+20032+W;d=j+32|0;c[j+24>>2]=V+15936+W;if((k|0)==0&(h|0)==0)break;else j=d}}if(!((i|0)==0&(f|0)==0))while(1){V=Sa(i|0,f|0,0)|0;W=ax(i|0,f|0,-1,-1)|0;i=W&i;f=z&f;W=V<<6;c[d>>2]=(V|28160)+W;c[d+8>>2]=(V|24064)+W;c[d+16>>2]=(V|19968)+W;h=d+32|0;c[d+24>>2]=(V|15872)+W;if((i|0)==0&(f|0)==0){d=h;break}else d=h}}j=kx(r|0,o|0,9)|0;j=j&-16843264&p;i=z&16711422&q;h=kx(r|0,o|0,7)|0;h=h&2139062016&p;f=z&8355711&q;if(!((j|0)==0&(i|0)==0)){k=d;while(1){W=Sa(j|0,i|0,0)|0;d=ax(j|0,i|0,-1,-1)|0;j=d&j;i=z&i;d=k+8|0;c[k>>2]=W+-576+(W<<6);if((j|0)==0&(i|0)==0)break;else k=d}}if(!((h|0)==0&(f|0)==0)){i=d;while(1){W=Sa(h|0,f|0,0)|0;d=ax(h|0,f|0,-1,-1)|0;h=d&h;f=z&f;d=i+8|0;c[i>>2]=W+-448+(W<<6);if((h|0)==0&(f|0)==0)break;else i=d}}k=c[b+5352>>2]|0;f=c[k+44>>2]|0;if((f|0)!=64?(e=123904+(f<<3)|0,g=c[e>>2]&r,e=c[e+4>>2]&s,!((g|0)==0&(e|0)==0)):0){h=f+8192|0;while(1){W=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(W<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&v;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;W=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[W>>2]&t|0,c[W+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&v;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;W=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[W>>2]&t|0,c[W+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&v;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;V=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[V>>2]&t|0,c[V+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;V=c[125952+(f*24|0)+16>>2]|0;U=125952+(f*24|0)|0;W=125952+(f*24|0)+8|0;W=gx(c[U>>2]&t|0,c[U+4>>2]&u|0,c[W>>2]|0,c[W+4>>2]|0)|0;W=jx(W|0,z|0,55)|0;W=V+(W<<3)|0;g=(c[W>>2]|g)&v;i=(c[W+4>>2]|i)&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=c[b+1936>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&v;e=c[e+4>>2]&w;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){W=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=W+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if(!(c[k+24>>2]&3)){b=d;return b|0}if(!(a[b+5356>>0]|0)){b=Hd(b,Gd(b,d)|0)|0;return b|0}else{b=Fd(b,Ed(b,d)|0)|0;return b|0}}else{p=b+328|0;j=b+264|0;m=c[j>>2]&c[p>>2];p=c[j+4>>2]&c[p+4>>2];j=m&65280;q=m&-65281;o=b+320|0;n=c[o>>2]&v;o=c[o+4>>2]&w;u=b+256|0;t=c[u>>2]|0;u=c[u+4>>2]|0;k=~t;l=~u;f=jx(q|0,p|0,8)|0;f=f&k;g=z&l;jx(f|0,g|0,8)|0;e=l&255&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){W=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(W|512)+(W<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){W=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(W|1024)+(W<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&n;h=z&o;f=jx(j|0,0,7)|0;f=n&254&f;g=jx(j|0,0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){V=Sa(i|0,h|0,0)|0;W=ax(i|0,h|0,-1,-1)|0;i=W&i;h=z&h;W=V<<6;c[j>>2]=V+29248+W;c[j+8>>2]=V+25152+W;c[j+16>>2]=V+21056+W;d=j+32|0;c[j+24>>2]=V+16960+W;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){V=Sa(f|0,h|0,0)|0;W=ax(f|0,h|0,-1,-1)|0;f=W&f;h=z&h;W=V<<6;c[i>>2]=V+29120+W;c[i+8>>2]=V+25024+W;c[i+16>>2]=V+20928+W;d=i+32|0;c[i+24>>2]=V+16832+W;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){V=Sa(g|0,e|0,0)|0;W=ax(g|0,e|0,-1,-1)|0;g=W&g;e=z&e;W=V<<6;c[d>>2]=(V|29184)+W;c[d+8>>2]=(V|25088)+W;c[d+16>>2]=(V|20992)+W;f=d+32|0;c[d+24>>2]=(V|16896)+W;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=jx(m|0,p|0,9)|0;h=h&2139062016&n;g=z&8355711&o;f=jx(m|0,p|0,7)|0;f=f&-16843264&n;e=z&16711422&o;if(!((h|0)==0&(g|0)==0)){i=d;while(1){W=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=W+576+(W<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){W=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=W+448+(W<<6);if((f|0)==0&(e|0)==0)break;else g=d}}k=c[b+5352>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(s=123392+(e<<3)|0,r=c[s>>2]&q,s=c[s+4>>2]&p,!((r|0)==0&(s|0)==0)):0){h=e+8192|0;g=r;e=s;while(1){W=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(W<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&v;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;W=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[W>>2]&t|0,c[W+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&v;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;W=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[W>>2]&t|0,c[W+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&v;i=c[i+4>>2]&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;V=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[V>>2]&t|0,c[V+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;V=c[125952+(f*24|0)+16>>2]|0;U=125952+(f*24|0)|0;W=125952+(f*24|0)+8|0;W=gx(c[U>>2]&t|0,c[U+4>>2]&u|0,c[W>>2]|0,c[W+4>>2]|0)|0;W=jx(W|0,z|0,55)|0;W=V+(W<<3)|0;g=(c[W>>2]|g)&v;i=(c[W+4>>2]|i)&w;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){W=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=W+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=c[b+3984>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&v;e=c[e+4>>2]&w;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){W=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=W+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if(!(c[k+24>>2]&12)){b=d;return b|0}if(!(a[b+5356>>0]|0)){b=Ld(b,Kd(b,d)|0)|0;return b|0}else{b=Jd(b,Id(b,d)|0)|0;return b|0}}}case 3:if(!f){m=b+320|0;j=b+264|0;n=c[j>>2]&c[m>>2];m=c[j+4>>2]&c[m+4>>2];j=m&16711680;o=m&-16711681;u=b+328|0;t=u;s=c[t>>2]|0;t=c[t+4>>2]|0;w=b+256|0;r=w;q=c[r>>2]|0;r=c[r+4>>2]|0;k=~q;l=~r;f=kx(n|0,o|0,8)|0;f=f&k;g=z&l;e=kx(f|0,g|0,8)|0;e=k&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){T=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(T|-512)+(T<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){T=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(T|-1024)+(T<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(j|0)==0)){i=kx(0,j|0,9)|0;i=i&s;h=z&t;kx(0,j|0,7)|0;f=t&2130706432&z;g=kx(0,j|0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){S=Sa(i|0,h|0,0)|0;T=ax(i|0,h|0,-1,-1)|0;i=T&i;h=z&h;T=S<<6;c[j>>2]=S+28096+T;c[j+8>>2]=S+24e3+T;c[j+16>>2]=S+19904+T;d=j+32|0;c[j+24>>2]=S+15808+T;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){S=Sa(i|0,f|0,0)|0;T=ax(i|0,f|0,-1,-1)|0;i=T&i;f=z&f;T=S<<6;c[h>>2]=S+28224+T;c[h+8>>2]=S+24128+T;c[h+16>>2]=S+20032+T;d=h+32|0;c[h+24>>2]=S+15936+T;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){S=Sa(g|0,e|0,0)|0;T=ax(g|0,e|0,-1,-1)|0;g=T&g;e=z&e;T=S<<6;c[d>>2]=(S|28160)+T;c[d+8>>2]=(S|24064)+T;c[d+16>>2]=(S|19968)+T;f=d+32|0;c[d+24>>2]=(S|15872)+T;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=kx(n|0,m|0,9)|0;h=s&-16843264&h;g=t&16711422&z;f=kx(n|0,m|0,7)|0;f=s&2139062016&f;e=t&8355711&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){T=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=T+-576+(T<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){T=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=T+-448+(T<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(v=123904+(e<<3)|0,p=c[v>>2]&n,v=c[v+4>>2]&o,!((p|0)==0&(v|0)==0)):0){h=e+8192|0;g=p;e=v;while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(T<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;T=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[T>>2]&q|0,c[T+4>>2]&r|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;T=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[T>>2]&q|0,c[T+4>>2]&r|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;S=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[S>>2]&q|0,c[S+4>>2]&r|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;S=c[125952+(f*24|0)+16>>2]|0;R=125952+(f*24|0)|0;T=125952+(f*24|0)+8|0;T=gx(c[R>>2]&q|0,c[R+4>>2]&r|0,c[T>>2]|0,c[T+4>>2]|0)|0;T=jx(T|0,z|0,55)|0;T=S+(T<<3)|0;g=(c[T>>2]|g)&U;i=(c[T+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);if(c[b+4496>>2]|0){g=s^U;e=t^V;f=g&-256;h=e&16777215;if(((f|0)!=0|(h|0)!=0)&(c[b+4500>>2]|0)!=0)while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=(T|36864)+64;if((f|0)==0&(h|0)==0){d=i;break}else d=i}j=(g|0)!=0|(e|0)!=0;if(j&(c[b+4504>>2]|0)!=0){f=g;h=e;while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=T|36992;if((f|0)==0&(h|0)==0){d=i;break}else d=i}}if(j&(c[b+4508>>2]|0)!=0){f=g;h=e;while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=(T|36864)+192;if((f|0)==0&(h|0)==0){d=i;break}else d=i}}if(j&(c[b+4512>>2]|0)!=0){f=g;h=e;while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=T|37120;if((f|0)==0&(h|0)==0){d=i;break}else d=i}}if(j&(c[b+4516>>2]|0)!=0)while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(T|36864)+320;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}f=c[b+1936>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&U;e=c[e+4>>2]&V;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=c[k+24>>2]|0;if(!(e&3)){b=d;return b|0}if(a[b+5356>>0]|0){b=Nd(b,Md(b,d)|0)|0;return b|0}V=b+5216|0;a:do if(!((e&1|0)==0|(c[V>>2]&q|0?1:(c[V+4>>2]&r|0)!=0))){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{V=Ke(b,6,q,r)|0;if((V&s|0)==0&(z&t|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;V=w;V=Ke(b,e,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&s|0)==0&(z&t|0)==0)e=e+-1|0;else break a}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5224|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&2)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+360>>2]|0){T=277;break}f=64;e=c[b+5152>>2]|0;T=278}else T=277;while(0);if((T|0)==277){f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else T=278}b:do if((T|0)==278){i=u;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,2,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=3;else{b=d;return b|0}while(1){if((g|0)==(f|0))break b;W=w;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}else{n=b+328|0;j=b+264|0;m=c[j>>2]&c[n>>2];n=c[j+4>>2]&c[n+4>>2];j=m&65280;o=m&-65281;u=b+320|0;t=u;s=c[t>>2]|0;t=c[t+4>>2]|0;v=b+256|0;r=v;p=c[r>>2]|0;r=c[r+4>>2]|0;k=~p;l=~r;f=jx(o|0,n|0,8)|0;f=f&k;g=z&l;jx(f|0,g|0,8)|0;e=l&255&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){T=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(T|512)+(T<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){T=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(T|1024)+(T<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&s;h=z&t;f=jx(j|0,0,7)|0;f=s&254&f;g=jx(j|0,0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){S=Sa(i|0,h|0,0)|0;T=ax(i|0,h|0,-1,-1)|0;i=T&i;h=z&h;T=S<<6;c[j>>2]=S+29248+T;c[j+8>>2]=S+25152+T;c[j+16>>2]=S+21056+T;d=j+32|0;c[j+24>>2]=S+16960+T;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){S=Sa(f|0,h|0,0)|0;T=ax(f|0,h|0,-1,-1)|0;f=T&f;h=z&h;T=S<<6;c[i>>2]=S+29120+T;c[i+8>>2]=S+25024+T;c[i+16>>2]=S+20928+T;d=i+32|0;c[i+24>>2]=S+16832+T;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){S=Sa(g|0,e|0,0)|0;T=ax(g|0,e|0,-1,-1)|0;g=T&g;e=z&e;T=S<<6;c[d>>2]=(S|29184)+T;c[d+8>>2]=(S|25088)+T;c[d+16>>2]=(S|20992)+T;f=d+32|0;c[d+24>>2]=(S|16896)+T;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=jx(m|0,n|0,9)|0;h=s&2139062016&h;g=t&8355711&z;f=jx(m|0,n|0,7)|0;f=s&-16843264&f;e=t&16711422&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){T=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=T+576+(T<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){T=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=T+448+(T<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(w=123392+(e<<3)|0,q=c[w>>2]&o,w=c[w+4>>2]&n,!((q|0)==0&(w|0)==0)):0){h=e+8192|0;g=q;e=w;while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(T<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;T=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&r|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;T=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&r|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;S=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[S>>2]&p|0,c[S+4>>2]&r|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;S=c[125952+(f*24|0)+16>>2]|0;R=125952+(f*24|0)|0;T=125952+(f*24|0)+8|0;T=gx(c[R>>2]&p|0,c[R+4>>2]&r|0,c[T>>2]|0,c[T+4>>2]|0)|0;T=jx(T|0,z|0,55)|0;T=S+(T<<3)|0;g=(c[T>>2]|g)&U;i=(c[T+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);if(c[b+4528>>2]|0){g=s^U;e=t^V;f=g&-256;h=e&16777215;if(((f|0)!=0|(h|0)!=0)&(c[b+4532>>2]|0)!=0)while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=(T|36864)+576;if((f|0)==0&(h|0)==0){d=i;break}else d=i}j=(g|0)!=0|(e|0)!=0;if(j&(c[b+4536>>2]|0)!=0){f=g;h=e;while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=T|37504;if((f|0)==0&(h|0)==0){d=i;break}else d=i}}if(j&(c[b+4540>>2]|0)!=0){f=g;h=e;while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=(T|36864)+704;if((f|0)==0&(h|0)==0){d=i;break}else d=i}}if(j&(c[b+4544>>2]|0)!=0){f=g;h=e;while(1){T=Sa(f|0,h|0,0)|0;i=ax(f|0,h|0,-1,-1)|0;f=i&f;h=z&h;i=d+8|0;c[d>>2]=T|37632;if((f|0)==0&(h|0)==0){d=i;break}else d=i}}if(j&(c[b+4548>>2]|0)!=0)while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(T|36864)+832;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}f=c[b+3984>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&U;e=c[e+4>>2]&V;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=c[k+24>>2]|0;if(!(e&12)){b=d;return b|0}if(a[b+5356>>0]|0){b=Pd(b,Od(b,d)|0)|0;return b|0}V=b+5240|0;c:do if(!((e&4|0)==0|(c[V>>2]&p|0?1:(c[V+4>>2]&r|0)!=0))){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{V=Ke(b,62,p,r)|0;if((V&s|0)==0&(z&t|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;V=v;V=Ke(b,e,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&s|0)==0&(z&t|0)==0)e=e+-1|0;else break c}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=v;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5272|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&8)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+392>>2]|0){T=350;break}f=64;e=c[b+5176>>2]|0;T=351}else T=350;while(0);if((T|0)==350){f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else T=351}d:do if((T|0)==351){i=u;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,58,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=59;else{b=d;return b|0}while(1){if((g|0)==(f|0))break d;W=v;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}case 4:if(!f){m=b+320|0;j=b+264|0;n=c[j>>2]&c[m>>2];m=c[j+4>>2]&c[m+4>>2];j=m&16711680;o=m&-16711681;u=b+328|0;s=u;r=c[s>>2]|0;s=c[s+4>>2]|0;v=b+256|0;q=v;p=c[q>>2]|0;q=c[q+4>>2]|0;k=~p;l=~q;f=kx(n|0,o|0,8)|0;f=f&k;g=z&l;e=kx(f|0,g|0,8)|0;e=k&-65536&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){T=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(T|-512)+(T<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){T=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(T|-1024)+(T<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(j|0)==0)){i=kx(0,j|0,9)|0;i=i&r;h=z&s;kx(0,j|0,7)|0;f=s&2130706432&z;g=kx(0,j|0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){S=Sa(i|0,h|0,0)|0;T=ax(i|0,h|0,-1,-1)|0;i=T&i;h=z&h;T=S<<6;c[j>>2]=S+28096+T;c[j+8>>2]=S+24e3+T;c[j+16>>2]=S+19904+T;d=j+32|0;c[j+24>>2]=S+15808+T;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){S=Sa(i|0,f|0,0)|0;T=ax(i|0,f|0,-1,-1)|0;i=T&i;f=z&f;T=S<<6;c[h>>2]=S+28224+T;c[h+8>>2]=S+24128+T;c[h+16>>2]=S+20032+T;d=h+32|0;c[h+24>>2]=S+15936+T;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){S=Sa(g|0,e|0,0)|0;T=ax(g|0,e|0,-1,-1)|0;g=T&g;e=z&e;T=S<<6;c[d>>2]=(S|28160)+T;c[d+8>>2]=(S|24064)+T;c[d+16>>2]=(S|19968)+T;f=d+32|0;c[d+24>>2]=(S|15872)+T;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=kx(n|0,m|0,9)|0;h=r&-16843264&h;g=s&16711422&z;f=kx(n|0,m|0,7)|0;f=r&2139062016&f;e=s&8355711&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){T=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=T+-576+(T<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){T=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=T+-448+(T<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(x=123904+(e<<3)|0,t=c[x>>2]&n,x=c[x+4>>2]&o,!((t|0)==0&(x|0)==0)):0){h=e+8192|0;g=t;e=x;while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(T<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;T=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;T=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;S=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[S>>2]&p|0,c[S+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;S=c[125952+(f*24|0)+16>>2]|0;R=125952+(f*24|0)|0;T=125952+(f*24|0)+8|0;T=gx(c[R>>2]&p|0,c[R+4>>2]&q|0,c[T>>2]|0,c[T+4>>2]|0)|0;T=jx(T|0,z|0,55)|0;T=S+(T<<3)|0;g=(c[T>>2]|g)&U;i=(c[T+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);if((c[b+360>>2]|0)!=0?(M=c[b+1936>>2]|0,Q=122368+(M<<3)|0,O=c[Q>>2]&U,Q=c[Q+4>>2]&V,!((O|0)==0&(Q|0)==0)):0){h=M<<6;g=O;e=Q;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=c[k+24>>2]|0;if(!(e&3)){b=d;return b|0}if(a[b+5356>>0]|0){b=Rd(b,Qd(b,d)|0)|0;return b|0}V=b+5216|0;e:do if(!((e&1|0)==0|(c[V>>2]&p|0?1:(c[V+4>>2]&q|0)!=0))){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{V=Ke(b,6,p,q)|0;if((V&r|0)==0&(z&s|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;V=v;V=Ke(b,e,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&r|0)==0&(z&s|0)==0)e=e+-1|0;else break e}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=v;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5224|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&2)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+360>>2]|0){T=414;break}f=64;e=c[b+5152>>2]|0;T=415}else T=414;while(0);if((T|0)==414){f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else T=415}f:do if((T|0)==415){i=u;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,2,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=3;else{b=d;return b|0}while(1){if((g|0)==(f|0))break f;W=v;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}else{n=b+328|0;j=b+264|0;m=c[j>>2]&c[n>>2];n=c[j+4>>2]&c[n+4>>2];j=m&65280;o=m&-65281;t=b+320|0;s=t;r=c[s>>2]|0;s=c[s+4>>2]|0;v=b+256|0;q=v;p=c[q>>2]|0;q=c[q+4>>2]|0;k=~p;l=~q;f=jx(o|0,n|0,8)|0;f=f&k;g=z&l;jx(f|0,g|0,8)|0;e=l&65535&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){T=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(T|512)+(T<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){T=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(T|1024)+(T<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&r;h=z&s;f=jx(j|0,0,7)|0;f=r&254&f;g=jx(j|0,0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){S=Sa(i|0,h|0,0)|0;T=ax(i|0,h|0,-1,-1)|0;i=T&i;h=z&h;T=S<<6;c[j>>2]=S+29248+T;c[j+8>>2]=S+25152+T;c[j+16>>2]=S+21056+T;d=j+32|0;c[j+24>>2]=S+16960+T;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){S=Sa(f|0,h|0,0)|0;T=ax(f|0,h|0,-1,-1)|0;f=T&f;h=z&h;T=S<<6;c[i>>2]=S+29120+T;c[i+8>>2]=S+25024+T;c[i+16>>2]=S+20928+T;d=i+32|0;c[i+24>>2]=S+16832+T;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){S=Sa(g|0,e|0,0)|0;T=ax(g|0,e|0,-1,-1)|0;g=T&g;e=z&e;T=S<<6;c[d>>2]=(S|29184)+T;c[d+8>>2]=(S|25088)+T;c[d+16>>2]=(S|20992)+T;f=d+32|0;c[d+24>>2]=(S|16896)+T;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=jx(m|0,n|0,9)|0;h=r&2139062016&h;g=s&8355711&z;f=jx(m|0,n|0,7)|0;f=r&-16843264&f;e=s&16711422&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){T=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=T+576+(T<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){T=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=T+448+(T<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(y=123392+(e<<3)|0,u=c[y>>2]&o,y=c[y+4>>2]&n,!((u|0)==0&(y|0)==0)):0){h=e+8192|0;g=u;e=y;while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(T<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;T=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;T=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;S=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[S>>2]&p|0,c[S+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;S=c[125952+(f*24|0)+16>>2]|0;Q=125952+(f*24|0)|0;T=125952+(f*24|0)+8|0;T=gx(c[Q>>2]&p|0,c[Q+4>>2]&q|0,c[T>>2]|0,c[T+4>>2]|0)|0;T=jx(T|0,z|0,55)|0;T=S+(T<<3)|0;g=(c[T>>2]|g)&U;i=(c[T+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);if((c[b+392>>2]|0)!=0?(N=c[b+3984>>2]|0,R=122368+(N<<3)|0,P=c[R>>2]&U,R=c[R+4>>2]&V,!((P|0)==0&(R|0)==0)):0){h=N<<6;g=P;e=R;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=c[k+24>>2]|0;if(!(e&12)){b=d;return b|0}if(a[b+5356>>0]|0){b=Td(b,Sd(b,d)|0)|0;return b|0}V=b+5240|0;g:do if(!((e&4|0)==0|(c[V>>2]&p|0?1:(c[V+4>>2]&q|0)!=0))){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{V=Ke(b,62,p,q)|0;if((V&r|0)==0&(z&s|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;V=v;V=Ke(b,e,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&r|0)==0&(z&s|0)==0)e=e+-1|0;else break g}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=v;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5272|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&8)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+392>>2]|0){T=477;break}f=64;e=c[b+5176>>2]|0;T=478}else T=477;while(0);if((T|0)==477){f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else T=478}h:do if((T|0)==478){i=t;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,58,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=59;else{b=d;return b|0}while(1){if((g|0)==(f|0))break h;W=v;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}default:{e=(f|0)==0;if((S|0)==6)if(e){m=b+320|0;j=b+264|0;n=c[j>>2]&c[m>>2];m=c[j+4>>2]&c[m+4>>2];j=m&16711680;o=m&-16711681;t=b+328|0;s=t;r=c[s>>2]|0;s=c[s+4>>2]|0;u=b+256|0;q=u;p=c[q>>2]|0;q=c[q+4>>2]|0;k=~p;l=~q;f=kx(n|0,o|0,8)|0;f=f&k;g=z&l;e=kx(f|0,g|0,8)|0;e=k&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){T=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(T|-512)+(T<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){T=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(T|-1024)+(T<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(j|0)==0)){i=kx(0,j|0,9)|0;i=i&r;h=z&s;kx(0,j|0,7)|0;f=s&2130706432&z;g=kx(0,j|0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){S=Sa(i|0,h|0,0)|0;T=ax(i|0,h|0,-1,-1)|0;i=T&i;h=z&h;T=S<<6;c[j>>2]=S+28096+T;c[j+8>>2]=S+24e3+T;c[j+16>>2]=S+19904+T;d=j+32|0;c[j+24>>2]=S+15808+T;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){S=Sa(i|0,f|0,0)|0;T=ax(i|0,f|0,-1,-1)|0;i=T&i;f=z&f;T=S<<6;c[h>>2]=S+28224+T;c[h+8>>2]=S+24128+T;c[h+16>>2]=S+20032+T;d=h+32|0;c[h+24>>2]=S+15936+T;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){S=Sa(g|0,e|0,0)|0;T=ax(g|0,e|0,-1,-1)|0;g=T&g;e=z&e;T=S<<6;c[d>>2]=(S|28160)+T;c[d+8>>2]=(S|24064)+T;c[d+16>>2]=(S|19968)+T;f=d+32|0;c[d+24>>2]=(S|15872)+T;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=kx(n|0,m|0,9)|0;h=r&-16843264&h;g=s&16711422&z;f=kx(n|0,m|0,7)|0;f=r&2139062016&f;e=s&8355711&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){T=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=T+-576+(T<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){T=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=T+-448+(T<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(F=123904+(e<<3)|0,A=c[F>>2]&n,F=c[F+4>>2]&o,!((A|0)==0&(F|0)==0)):0){h=e+8192|0;g=A;e=F;while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(T<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;T=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;T=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;S=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[S>>2]&p|0,c[S+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;S=c[125952+(f*24|0)+16>>2]|0;R=125952+(f*24|0)|0;T=125952+(f*24|0)+8|0;T=gx(c[R>>2]&p|0,c[R+4>>2]&q|0,c[T>>2]|0,c[T+4>>2]|0)|0;T=jx(T|0,z|0,55)|0;T=S+(T<<3)|0;g=(c[T>>2]|g)&U;i=(c[T+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=c[b+1936>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&U;e=c[e+4>>2]&V;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=c[k+24>>2]|0;if(!(e&3)){b=d;return b|0}if(a[b+5356>>0]|0){b=Vd(b,Ud(b,d)|0)|0;return b|0}V=b+5216|0;i:do if(!((e&1|0)==0|(c[V>>2]&p|0?1:(c[V+4>>2]&q|0)!=0))){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{V=Ke(b,6,p,q)|0;if((V&r|0)==0&(z&s|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;V=u;V=Ke(b,e,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&r|0)==0&(z&s|0)==0)e=e+-1|0;else break i}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=u;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5224|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&2)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+360>>2]|0){T=541;break}f=64;e=c[b+5152>>2]|0;T=542}else T=541;while(0);if((T|0)==541){f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else T=542}j:do if((T|0)==542){i=t;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,2,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=3;else{b=d;return b|0}while(1){if((g|0)==(f|0))break j;W=u;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}else{n=b+328|0;j=b+264|0;m=c[j>>2]&c[n>>2];n=c[j+4>>2]&c[n+4>>2];j=m&65280;o=m&-65281;t=b+320|0;s=t;r=c[s>>2]|0;s=c[s+4>>2]|0;u=b+256|0;q=u;p=c[q>>2]|0;q=c[q+4>>2]|0;k=~p;l=~q;f=jx(o|0,n|0,8)|0;f=f&k;g=z&l;jx(f|0,g|0,8)|0;e=l&255&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){T=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(T|512)+(T<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){T=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(T|1024)+(T<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&r;h=z&s;f=jx(j|0,0,7)|0;f=r&254&f;g=jx(j|0,0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){S=Sa(i|0,h|0,0)|0;T=ax(i|0,h|0,-1,-1)|0;i=T&i;h=z&h;T=S<<6;c[j>>2]=S+29248+T;c[j+8>>2]=S+25152+T;c[j+16>>2]=S+21056+T;d=j+32|0;c[j+24>>2]=S+16960+T;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){S=Sa(f|0,h|0,0)|0;T=ax(f|0,h|0,-1,-1)|0;f=T&f;h=z&h;T=S<<6;c[i>>2]=S+29120+T;c[i+8>>2]=S+25024+T;c[i+16>>2]=S+20928+T;d=i+32|0;c[i+24>>2]=S+16832+T;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){S=Sa(g|0,e|0,0)|0;T=ax(g|0,e|0,-1,-1)|0;g=T&g;e=z&e;T=S<<6;c[d>>2]=(S|29184)+T;c[d+8>>2]=(S|25088)+T;c[d+16>>2]=(S|20992)+T;f=d+32|0;c[d+24>>2]=(S|16896)+T;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=jx(m|0,n|0,9)|0;h=r&2139062016&h;g=s&8355711&z;f=jx(m|0,n|0,7)|0;f=r&-16843264&f;e=s&16711422&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){T=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=T+576+(T<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){T=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=T+448+(T<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(G=123392+(e<<3)|0,B=c[G>>2]&o,G=c[G+4>>2]&n,!((B|0)==0&(G|0)==0)):0){h=e+8192|0;g=B;e=G;while(1){T=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(T<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;T=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;T=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[T>>2]&p|0,c[T+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;S=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[S>>2]&p|0,c[S+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;S=c[125952+(f*24|0)+16>>2]|0;R=125952+(f*24|0)|0;T=125952+(f*24|0)+8|0;T=gx(c[R>>2]&p|0,c[R+4>>2]&q|0,c[T>>2]|0,c[T+4>>2]|0)|0;T=jx(T|0,z|0,55)|0;T=S+(T<<3)|0;g=(c[T>>2]|g)&U;i=(c[T+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){T=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=T+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=c[b+3984>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&U;e=c[e+4>>2]&V;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=c[k+24>>2]|0;if(!(e&12)){b=d;return b|0}if(a[b+5356>>0]|0){b=Xd(b,Wd(b,d)|0)|0;return b|0}V=b+5240|0;k:do if(!((e&4|0)==0|(c[V>>2]&p|0?1:(c[V+4>>2]&q|0)!=0))){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{V=Ke(b,62,p,q)|0;if((V&r|0)==0&(z&s|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;V=u;V=Ke(b,e,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&r|0)==0&(z&s|0)==0)e=e+-1|0;else break k}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=u;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5272|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&8)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+392>>2]|0){T=603;break}f=64;e=c[b+5176>>2]|0;T=604}else T=603;while(0);if((T|0)==603){f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else T=604}l:do if((T|0)==604){i=t;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,58,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=59;else{b=d;return b|0}while(1){if((g|0)==(f|0))break l;W=u;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}if(e){m=b+320|0;j=b+264|0;n=c[j>>2]&c[m>>2];m=c[j+4>>2]&c[m+4>>2];j=m&16711680;o=m&-16711681;t=b+328|0;s=t;r=c[s>>2]|0;s=c[s+4>>2]|0;u=b+256|0;q=u;p=c[q>>2]|0;q=c[q+4>>2]|0;k=~p;l=~q;f=kx(n|0,o|0,8)|0;f=f&k;g=z&l;e=kx(f|0,g|0,8)|0;e=k&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){R=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(R|-512)+(R<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){R=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(R|-1024)+(R<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(j|0)==0)){i=kx(0,j|0,9)|0;i=i&r;h=z&s;kx(0,j|0,7)|0;f=s&2130706432&z;g=kx(0,j|0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){Q=Sa(i|0,h|0,0)|0;R=ax(i|0,h|0,-1,-1)|0;i=R&i;h=z&h;R=Q<<6;c[j>>2]=Q+28096+R;c[j+8>>2]=Q+24e3+R;c[j+16>>2]=Q+19904+R;d=j+32|0;c[j+24>>2]=Q+15808+R;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){Q=Sa(i|0,f|0,0)|0;R=ax(i|0,f|0,-1,-1)|0;i=R&i;f=z&f;R=Q<<6;c[h>>2]=Q+28224+R;c[h+8>>2]=Q+24128+R;c[h+16>>2]=Q+20032+R;d=h+32|0;c[h+24>>2]=Q+15936+R;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){Q=Sa(g|0,e|0,0)|0;R=ax(g|0,e|0,-1,-1)|0;g=R&g;e=z&e;R=Q<<6;c[d>>2]=(Q|28160)+R;c[d+8>>2]=(Q|24064)+R;c[d+16>>2]=(Q|19968)+R;f=d+32|0;c[d+24>>2]=(Q|15872)+R;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=kx(n|0,m|0,9)|0;h=r&-16843264&h;g=s&16711422&z;f=kx(n|0,m|0,7)|0;f=r&2139062016&f;e=s&8355711&z;if(!((h|0)==0&(g|0)==0)){i=d;while(1){R=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=R+-576+(R<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){R=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=R+-448+(R<<6);if((f|0)==0&(e|0)==0)break;else g=d}}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(H=123904+(e<<3)|0,C=c[H>>2]&n,H=c[H+4>>2]&o,!((C|0)==0&(H|0)==0)):0){h=e+8192|0;g=C;e=H;while(1){R=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(R<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){R=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=R+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;R=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[R>>2]&p|0,c[R+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){R=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=R+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;R=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[R>>2]&p|0,c[R+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){R=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=R+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;Q=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[Q>>2]&p|0,c[Q+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;Q=c[125952+(f*24|0)+16>>2]|0;P=125952+(f*24|0)|0;R=125952+(f*24|0)+8|0;R=gx(c[P>>2]&p|0,c[P+4>>2]&q|0,c[R>>2]|0,c[R+4>>2]|0)|0;R=jx(R|0,z|0,55)|0;R=Q+(R<<3)|0;g=(c[R>>2]|g)&U;i=(c[R+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){R=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=R+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);switch(S|0){case 4:{if(c[b+360>>2]|0)T=651;break}case 1:{if(!(c[b+360>>2]|0)){f=64;T=652}else T=651;break}default:T=651}if((T|0)==651){f=c[b+1936>>2]|0;T=652}if((T|0)==652){e=122368+(f<<3)|0;g=c[e>>2]&U;e=c[e+4>>2]&V;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}}e=c[k+24>>2]|0;if(!(e&3)){b=d;return b|0}if(a[b+5356>>0]|0){b=Zd(b,Yd(b,d)|0)|0;return b|0}V=b+5216|0;m:do if(!((e&1|0)==0|(c[V>>2]&p|0?1:(c[V+4>>2]&q|0)!=0))){do if((S|0)==1){if(c[b+360>>2]|0){T=662;break}f=64;e=c[b+5148>>2]|0;T=663}else T=662;while(0);if((T|0)==662){f=c[b+1936>>2]|0;e=c[b+5148>>2]|0;if((f|0)==6)f=6;else T=663}n:do if((T|0)==663){V=Ke(b,6,p,q)|0;if((V&r|0)==0&(z&s|0)==0)g=5;else break m;while(1){if((g|0)==(f|0))break n;V=u;V=Ke(b,g,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&r|0)==0&(z&s|0)==0)g=g+-1|0;else break m}}while(0);c[d>>2]=e+49152+(f<<6);d=d+8|0}while(0);j=u;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5224|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&2)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+360>>2]|0){T=672;break}f=64;e=c[b+5152>>2]|0;T=673}else T=672;while(0);if((T|0)==672){f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else T=673}o:do if((T|0)==673){i=t;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,2,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=3;else{b=d;return b|0}while(1){if((g|0)==(f|0))break o;W=u;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}else{n=b+328|0;j=b+264|0;m=c[j>>2]&c[n>>2];n=c[j+4>>2]&c[n+4>>2];j=m&65280;o=m&-65281;t=b+320|0;s=t;r=c[s>>2]|0;s=c[s+4>>2]|0;u=b+256|0;q=u;p=c[q>>2]|0;q=c[q+4>>2]|0;k=~p;l=~q;f=jx(o|0,n|0,8)|0;f=f&k;g=z&l;jx(f|0,g|0,8)|0;e=l&255&z;if(!((f|0)==0&(g|0)==0))while(1){R=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=(R|512)+(R<<6);if((f|0)==0&(g|0)==0){d=h;break}else d=h}if(!(0==0&(e|0)==0)){g=0;while(1){R=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(R|1024)+(R<<6);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&r;h=z&s;f=jx(j|0,0,7)|0;f=r&254&f;g=jx(j|0,0,8)|0;g=g&k;e=z&l;if(!((i|0)==0&(h|0)==0)){j=d;while(1){Q=Sa(i|0,h|0,0)|0;R=ax(i|0,h|0,-1,-1)|0;i=R&i;h=z&h;R=Q<<6;c[j>>2]=Q+29248+R;c[j+8>>2]=Q+25152+R;c[j+16>>2]=Q+21056+R;d=j+32|0;c[j+24>>2]=Q+16960+R;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){Q=Sa(f|0,h|0,0)|0;R=ax(f|0,h|0,-1,-1)|0;f=R&f;h=z&h;R=Q<<6;c[i>>2]=Q+29120+R;c[i+8>>2]=Q+25024+R;c[i+16>>2]=Q+20928+R;d=i+32|0;c[i+24>>2]=Q+16832+R;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){Q=Sa(g|0,e|0,0)|0;R=ax(g|0,e|0,-1,-1)|0;g=R&g;e=z&e;R=Q<<6;c[d>>2]=(Q|29184)+R;c[d+8>>2]=(Q|25088)+R;c[d+16>>2]=(Q|20992)+R;f=d+32|0;c[d+24>>2]=(Q|16896)+R;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=jx(m|0,n|0,9)|0;h=r&2139062016&h;f=s&8355711&z;g=jx(m|0,n|0,7)|0;g=r&-16843264&g;e=s&16711422&z;if(!((h|0)==0&(f|0)==0)){i=h;while(1){R=Sa(i|0,f|0,0)|0;h=ax(i|0,f|0,-1,-1)|0;i=h&i;f=z&f;h=d+8|0;c[d>>2]=R+576+(R<<6);if((i|0)==0&(f|0)==0){d=h;break}else d=h}}if(!((g|0)==0&(e|0)==0))while(1){R=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=R+448+(R<<6);if((g|0)==0&(e|0)==0){d=f;break}else d=f}l=b+5352|0;k=c[l>>2]|0;e=c[k+44>>2]|0;if((e|0)!=64?(I=123392+(e<<3)|0,D=c[I>>2]&o,I=c[I+4>>2]&n,!((D|0)==0&(I|0)==0)):0){h=e+8192|0;g=D;e=I;while(1){R=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=h+(R<<6|24576);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){R=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=R+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;R=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[R>>2]&p|0,c[R+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=d;f=i;while(1){R=Sa(g|0,f|0,0)|0;d=ax(g|0,f|0,-1,-1)|0;g=d&g;f=z&f;d=h+8|0;c[h>>2]=R+j;if((g|0)==0&(f|0)==0)break;else h=d}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;R=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[R>>2]&p|0,c[R+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&U;i=c[i+4>>2]&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=d;f=i;while(1){R=Sa(g|0,f|0,0)|0;d=ax(g|0,f|0,-1,-1)|0;g=d&g;f=z&f;d=h+8|0;c[h>>2]=R+j;if((g|0)==0&(f|0)==0)break;else h=d}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;Q=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[Q>>2]&p|0,c[Q+4>>2]&q|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;Q=c[125952+(f*24|0)+16>>2]|0;P=125952+(f*24|0)|0;R=125952+(f*24|0)+8|0;R=gx(c[P>>2]&p|0,c[P+4>>2]&q|0,c[R>>2]|0,c[R+4>>2]|0)|0;R=jx(R|0,z|0,55)|0;R=Q+(R<<3)|0;g=(c[R>>2]|g)&U;i=(c[R+4>>2]|i)&V;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=d;f=i;while(1){R=Sa(g|0,f|0,0)|0;d=ax(g|0,f|0,-1,-1)|0;g=d&g;f=z&f;d=h+8|0;c[h>>2]=R+j;if((g|0)==0&(f|0)==0)break;else h=d}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);switch(S|0){case 4:{if(c[b+392>>2]|0)T=719;break}case 1:{if(!(c[b+392>>2]|0)){f=64;T=720}else T=719;break}default:T=719}if((T|0)==719){f=c[b+3984>>2]|0;T=720}if((T|0)==720){e=122368+(f<<3)|0;g=c[e>>2]&U;e=c[e+4>>2]&V;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){V=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=V+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}}e=c[k+24>>2]|0;if(!(e&12)){b=d;return b|0}if(a[b+5356>>0]|0){b=$d(b,_d(b,d)|0)|0;return b|0}V=b+5240|0;p:do if(!((e&4|0)==0|(c[V>>2]&p|0?1:(c[V+4>>2]&q|0)!=0))){do if((S|0)==1){if(c[b+392>>2]|0){T=730;break}f=64;e=c[b+5160>>2]|0;T=731}else T=730;while(0);if((T|0)==730){f=c[b+3984>>2]|0;e=c[b+5160>>2]|0;if((f|0)==62)f=62;else T=731}q:do if((T|0)==731){V=Ke(b,62,p,q)|0;if((V&r|0)==0&(z&s|0)==0)g=61;else break p;while(1){if((g|0)==(f|0))break q;V=u;V=Ke(b,g,c[V>>2]|0,c[V+4>>2]|0)|0;if((V&r|0)==0&(z&s|0)==0)g=g+-1|0;else break p}}while(0);c[d>>2]=e+49152+(f<<6);d=d+8|0}while(0);j=u;g=c[j>>2]|0;j=c[j+4>>2]|0;V=b+5272|0;if(!((c[V>>2]&g|0)==0?(c[V+4>>2]&j|0)==0:0)){b=d;return b|0}if(!(c[(c[l>>2]|0)+24>>2]&8)){b=d;return b|0}do if((c[W>>2]|0)==1){if(c[b+392>>2]|0){T=740;break}f=64;e=c[b+5176>>2]|0;T=741}else T=740;while(0);if((T|0)==740){f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else T=741}r:do if((T|0)==741){i=t;h=c[i>>2]|0;i=c[i+4>>2]|0;W=Ke(b,58,g,j)|0;if((W&h|0)==0&(z&i|0)==0)g=59;else{b=d;return b|0}while(1){if((g|0)==(f|0))break r;W=u;W=Ke(b,g,c[W>>2]|0,c[W+4>>2]|0)|0;if((W&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);b=d+8|0;return b|0}}}return 0}function be(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0,$=0,aa=0,ba=0,ca=0,da=0,ea=0,fa=0,ga=0,ha=0,ia=0,ja=0,ka=0,la=0,ma=0,na=0,oa=0,pa=0,qa=0,ra=0,sa=0,ta=0,ua=0,va=0,wa=0,xa=0,ya=0,za=0,Aa=0,Ba=0,Ca=0,Da=0,Ea=0,Fa=0,Ga=0,Ha=0,Ia=0,Ja=0,Ka=0,La=0,Ma=0,Na=0,Oa=0,Pa=0,Qa=0,Ra=0,Ta=0,Ua=0,Va=0,Wa=0,Xa=0,Ya=0,Za=0,_a=0,$a=0,ab=0,bb=0,cb=0,db=0,eb=0,fb=0,gb=0,hb=0,ib=0,jb=0,kb=0,lb=0,mb=0,nb=0,ob=0,pb=0,qb=0,rb=0,sb=0,tb=0,ub=0,vb=0,wb=0,xb=0,yb=0,zb=0,Ab=0,Bb=0,Cb=0,Db=0,Eb=0,Fb=0,Gb=0,Hb=0,Ib=0,Jb=0,Kb=0,Lb=0,Mb=0,Nb=0,Ob=0,Pb=0,Qb=0,Rb=0,Sb=0,Tb=0,Ub=0,Vb=0,Wb=0,Xb=0,Yb=0,Zb=0,_b=0,$b=0,ac=0,bc=0,cc=0,dc=0,ec=0,fc=0,gc=0,hc=0,ic=0,jc=0,kc=0,lc=0,mc=0,nc=0,oc=0,pc=0,qc=0,rc=0,sc=0,tc=0,uc=0,vc=0,wc=0,xc=0,yc=0,zc=0,Ac=0,Bc=0,Cc=0,Dc=0,Ec=0,Fc=0,Gc=0,Hc=0,Ic=0,Jc=0,Kc=0,Lc=0,Mc=0,Nc=0,Oc=0,Pc=0,Qc=0,Rc=0,Sc=0,Tc=0,Uc=0,Vc=0,Wc=0,Xc=0,Yc=0,Zc=0,_c=0,$c=0,ad=0,bd=0,cd=0,dd=0,ed=0,fd=0,gd=0,hd=0,id=0,jd=0,kd=0,ld=0,md=0,nd=0,od=0,pd=0,qd=0,rd=0,sd=0,td=0,ud=0,vd=0,wd=0,xd=0,yd=0,zd=0,Ad=0,Bd=0,Cd=0,Dd=0,Ed=0,Fd=0,Gd=0,Hd=0,Id=0,Jd=0,Kd=0,Ld=0,Md=0,Nd=0,Od=0,Pd=0,Qd=0,Rd=0,Sd=0,Td=0,Ud=0,Vd=0,Wd=0,Xd=0,Yd=0;Wd=b+5360|0;m=c[Wd>>2]|0;switch(m|0){case 4:{l=c[b+5340>>2]|0;if(!(c[b+336+((l<<3^14)<<2)>>2]|0)){b=d;return b|0}break}case 6:case 1:{b=d;return b|0}default:l=c[b+5340>>2]|0}w=l^1;Vd=b+5352|0;Td=c[Vd>>2]|0;n=Td+336+(w<<3)|0;t=b+320+(l<<3)|0;Xd=b+256|0;y=Xd;x=c[y>>2]|0;y=c[y+4>>2]|0;Qd=~x;Rd=~y;u=(m|0)==1;w=w<<3|6;v=b+336+(w<<2)|0;w=b+400+(w<<8)|0;m=c[t>>2]&c[n>>2];n=c[t+4>>2]&c[n+4>>2];a:while(1){do{do{if((m|0)==0&(n|0)==0)break a;s=Sa(m|0,n|0,0)|0;o=ax(m|0,n|0,-1,-1)|0;m=o&m;n=z&n;o=c[b+(s<<2)>>2]|0;r=o&7}while((r|0)==1);switch(o&7){case 3:{Sd=c[125952+(s*24|0)+16>>2]|0;A=125952+(s*24|0)|0;B=125952+(s*24|0)+8|0;B=Sd+((jx(gx(c[A>>2]&x|0,c[A+4>>2]&y|0,c[B>>2]|0,c[B+4>>2]|0)|0,z|0,55)|0)<<3)|0;A=c[B>>2]|0;B=c[B+4>>2]|0;Sd=13;break}case 4:{Sd=c[124416+(s*24|0)+16>>2]|0;A=124416+(s*24|0)|0;B=124416+(s*24|0)+8|0;B=Sd+((jx(gx(c[A>>2]&x|0,c[A+4>>2]&y|0,c[B>>2]|0,c[B+4>>2]|0)|0,z|0,52)|0)<<3)|0;A=c[B>>2]|0;B=c[B+4>>2]|0;Sd=13;break}case 5:{r=c[125952+(s*24|0)+16>>2]|0;A=125952+(s*24|0)|0;B=125952+(s*24|0)+8|0;B=r+((jx(gx(c[A>>2]&x|0,c[A+4>>2]&y|0,c[B>>2]|0,c[B+4>>2]|0)|0,z|0,55)|0)<<3)|0;A=c[B>>2]|0;B=c[B+4>>2]|0;r=c[124416+(s*24|0)+16>>2]|0;t=124416+(s*24|0)|0;Sd=124416+(s*24|0)+8|0;Sd=r+((jx(gx(c[t>>2]&x|0,c[t+4>>2]&y|0,c[Sd>>2]|0,c[Sd+4>>2]|0)|0,z|0,52)|0)<<3)|0;A=c[Sd>>2]|A;B=c[Sd+4>>2]|B;Sd=13;break}default:{q=119296+(r<<9)+(s<<3)|0;p=c[q>>2]&Qd;q=c[q+4>>2]&Rd;if((r|0)==6){if(u?(c[v>>2]|0)==0:0)o=64;else o=c[w>>2]|0;t=121856+(o<<3)|0;p=p&~c[t>>2];q=q&~c[t+4>>2]}}}if((Sd|0)==13){Sd=0;p=A&Qd;q=B&Rd}}while((p|0)==0&(q|0)==0);t=s<<6;o=p;r=q;while(1){Yd=Sa(o|0,r|0,0)|0;s=ax(o|0,r|0,-1,-1)|0;o=s&o;r=z&r;s=d+8|0;c[d>>2]=Yd+t;if((o|0)==0&(r|0)==0){d=s;continue a}else d=s}}n=c[Wd>>2]|0;switch(n|0){case 2:if(!l){i=b+320|0;k=b+264|0;h=c[k>>2]&c[i>>2];i=c[k+4>>2]&c[i+4>>2];k=i&16711680;i=i&-16711681;u=b+328|0;s=u;r=c[s>>2]|0;s=c[s+4>>2]|0;t=b+1936|0;q=c[t>>2]|0;n=122368+(q<<3)|0;m=r&~c[n>>2];n=s&~c[n+4>>2];e=kx(h|0,i|0,8)|0;e=e&Qd;g=z&Rd;p=kx(e|0,g|0,8)|0;v=b+3984|0;l=c[v>>2]|0;j=123904+(l<<3)|0;f=c[j>>2]|0;e=f&e;g=c[j+4>>2]&g;j=Qd&-16777216;f=p&j&f;p=Td+344|0;o=c[p>>2]|0;p=c[p+4>>2]|0;h=o&h;i=p&i;if((h|0)==0&(i|0)==0){h=e;e=0}else{h=kx(h|0,i|0,8)|0;Pd=46272+((l&7)<<3)|0;h=h&Qd&~c[Pd>>2];Pd=z&Rd&~c[Pd+4>>2];Yd=kx(h|0,Pd|0,8)|0;h=h|e;g=Pd|g;f=Yd&j|f;e=0}if(!((h|0)==0&(g|0)==0)){i=d;while(1){Yd=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=(Yd|-512)+(Yd<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){Yd=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=(Yd|-1024)+(Yd<<6);if((f|0)==0&(e|0)==0)break;else g=d}}b:do if(!(0==0&(k|0)==0)){e=kx(0,k|0,9)|0;f=n&z;kx(0,k|0,7)|0;j=z&2130706432;h=kx(0,k|0,8)|0;i=z;k=45760+(l<<3)|0;e=m&e;c:while(1){g=e;do{if((g|0)==0&(f|0)==0)break c;e=Sa(g|0,f|0,0)|0;Yd=ax(g|0,f|0,-1,-1)|0;g=Yd&g;f=z&f;Yd=120320+(e<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=e+15808+(e<<6);d=d+8|0;e=g}f=h&Qd;e=i&Rd;h=0;g=j&n;d:while(1){i=g;do{if((h|0)==0&(i|0)==0)break d;g=Sa(h|0,i|0,0)|0;Yd=ax(h|0,i|0,-1,-1)|0;h=Yd&h;i=z&i;Yd=120320+(g<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=g+15936+(g<<6);d=d+8|0;g=i}while(1){g=e;do{if((f|0)==0&(g|0)==0)break b;e=Sa(f|0,g|0,0)|0;Yd=ax(f|0,g|0,-1,-1)|0;f=Yd&f;g=z&g;Yd=120320+(e<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=(e|15872)+(e<<6);d=d+8|0;e=g}}while(0);e=b+912|0;f=c[e>>2]|0;if((f|0)!=64){j=Td+384|0;do{Yd=45760+(f<<3)|0;if(((c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0)?(Yd=120320+(f<<3)|0,J=j,I=c[Yd>>2]&Qd&c[J>>2],J=c[Yd+4>>2]&Rd&c[J+4>>2],!((I|0)==0&(J|0)==0)):0){i=f<<6;f=I;g=J;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+392|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=120832+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(Y=c[125952+(f*24|0)+16>>2]|0,Yd=125952+(f*24|0)|0,Z=125952+(f*24|0)+8|0,Z=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[Z>>2]|0,c[Z+4>>2]|0)|0,Z=jx(Z|0,z|0,55)|0,Z=Y+(Z<<3)|0,Y=c[Z>>2]&l,Z=c[Z+4>>2]&m,!((Y|0)==0&(Z|0)==0)):0){i=f<<6;f=Y;g=Z;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+400|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=121344+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(ma=c[124416+(f*24|0)+16>>2]|0,Yd=124416+(f*24|0)|0,na=124416+(f*24|0)+8|0,na=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[na>>2]|0,c[na+4>>2]|0)|0,na=jx(na|0,z|0,52)|0,na=ma+(na<<3)|0,ma=c[na>>2]&l,na=c[na+4>>2]&m,!((ma|0)==0&(na|0)==0)):0){i=f<<6;f=ma;g=na;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}f=b+1680|0;e=c[f>>2]|0;if((e|0)!=64){j=Td+408|0;m=Xd;l=c[m>>2]|0;m=c[m+4>>2]|0;k=c[j>>2]&Qd;j=c[j+4>>2]&Rd;do{Yd=121856+(e<<3)|0;if((!((c[Yd>>2]&k|0)==0?(c[Yd+4>>2]&j|0)==0:0)?(Yd=45760+(e<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(Fa=c[124416+(e*24|0)+16>>2]|0,Rd=124416+(e*24|0)|0,Ga=124416+(e*24|0)+8|0,Ga=gx(c[Rd>>2]&l|0,c[Rd+4>>2]&m|0,c[Ga>>2]|0,c[Ga+4>>2]|0)|0,Ga=jx(Ga|0,z|0,52)|0,Ga=Fa+(Ga<<3)|0,Fa=c[Ga>>2]|0,Ga=c[Ga+4>>2]|0,Rd=c[125952+(e*24|0)+16>>2]|0,Qd=125952+(e*24|0)|0,Yd=125952+(e*24|0)+8|0,Yd=gx(c[Qd>>2]&l|0,c[Qd+4>>2]&m|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Rd+(Yd<<3)|0,Fa=(c[Yd>>2]|Fa)&k,Ga=(c[Yd+4>>2]|Ga)&j,!((Fa|0)==0&(Ga|0)==0)):0){i=e<<6;e=Fa;g=Ga;while(1){Yd=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((e|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;e=c[f>>2]|0}while((e|0)!=64)}e=c[Td+24>>2]|0;if(!(e&3)){Yd=d;return Yd|0}g=Xd;h=c[g>>2]|0;g=c[g+4>>2]|0;Yd=b+5216|0;e=(e&1|0)==0|(c[Yd>>2]&h|0?1:(c[Yd+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){e:do if(!e){i=c[b+5148>>2]|0;if((q|0)==6)e=384;else{g=b+392|0;h=45760+(q<<3)|0;e=6;f=2;while(1){Yd=122368+(((f|0)==1&(c[g>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Ud=45760+(e<<3)|0;if(((c[Ud>>2]&c[Yd>>2]|0)==0?(c[Ud+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Ud=h,Yd=Ke(b,e,c[Ud>>2]^c[Yd>>2],c[Ud+4>>2]^c[Yd+4>>2])|0,!((Yd&r|0)==0&(z&s|0)==0)):0){j=d;break e}e=e+-1|0;if((e|0)==(q|0))break;f=c[Wd>>2]|0}e=q<<6}e=i+49152+e|0;if(Me(b,e)|0){c[d>>2]=e;j=d+8|0}else j=d}else j=d;while(0);Yd=Xd;Ud=b+5224|0;if(!((c[Ud>>2]&c[Yd>>2]|0)==0?(c[Ud+4>>2]&c[Yd+4>>2]|0)==0:0)){Yd=j;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=j;return Yd|0}f=c[Wd>>2]|0;if((f|0)==1?(c[b+360>>2]|0)==0:0){gc=64;ic=c[b+5152>>2]|0;Sd=128}else{e=c[t>>2]|0;g=c[b+5152>>2]|0;if((e|0)==2){Ab=2;Cb=g}else{gc=e;ic=g;Sd=128}}f:do if((Sd|0)==128){h=u;g=c[h>>2]|0;h=c[h+4>>2]|0;i=b+392|0;d=45760+(gc<<3)|0;e=2;while(1){Yd=122368+(((f|0)==1&(c[i>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Vd=45760+(e<<3)|0;if(((c[Vd>>2]&c[Yd>>2]|0)==0?(c[Vd+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Vd=d,Yd=Ke(b,e,c[Vd>>2]^c[Yd>>2],c[Vd+4>>2]^c[Yd+4>>2])|0,!((Yd&g|0)==0&(z&h|0)==0)):0){Ud=j;break}e=e+1|0;if((e|0)==(gc|0)){Ab=gc;Cb=ic;break f}f=c[Wd>>2]|0}return Ud|0}while(0);e=Cb+49152+(Ab<<6)|0;if(!(Me(b,e)|0)){Yd=j;return Yd|0}c[j>>2]=e;Yd=j+8|0;return Yd|0}g:do if(!e){j=c[b+5148>>2]|0;i=(q|0)<6?-1:1;if((q|0)==6){i=384;f=r;e=s}else{g=b+392|0;h=45760+(q<<3)|0;e=6;f=2;while(1){Yd=122368+(((f|0)==1&(c[g>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Td=45760+(e<<3)|0;if(((c[Td>>2]&c[Yd>>2]|0)==0?(c[Td+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Td=h,Yd=Ke(b,e,c[Td>>2]^c[Yd>>2],c[Td+4>>2]^c[Yd+4>>2])|0,!((Yd&r|0)==0&(z&s|0)==0)):0)break g;e=e+i|0;if((e|0)==(q|0))break;f=c[Wd>>2]|0}g=Xd;e=u;i=q<<6;h=c[g>>2]|0;g=c[g+4>>2]|0;f=c[e>>2]|0;e=c[e+4>>2]|0}Td=45760+(j<<3)|0;Yd=c[31144]|0;Qd=124560;Rd=124568;Rd=gx(c[Qd>>2]&(c[Td>>2]^h)|0,c[Qd+4>>2]&(c[Td+4>>2]^g)|0,c[Rd>>2]|0,c[Rd+4>>2]|0)|0;Rd=jx(Rd|0,z|0,52)|0;Rd=Yd+(Rd<<3)|0;Yd=b+288|0;Td=b+296|0;if(!((c[Rd>>2]&f&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Rd+4>>2]&e&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)){if((c[Wd>>2]|0)==1?(c[b+392>>2]|0)==0:0)e=64;else e=c[v>>2]|0;Yd=122368+(e<<3)|0;Td=45808;if((c[Td>>2]&c[Yd>>2]|0)==0?(c[Td+4>>2]&c[Yd+4>>2]|0)==0:0)break}e=j+49152+i|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;Yd=b+5224|0;if(!((c[Yd>>2]&j|0)==0?(c[Yd+4>>2]&k|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=d;return Yd|0}f=c[Wd>>2]|0;if((f|0)==1?(c[b+360>>2]|0)==0:0){xc=u;uc=64;wc=c[xc>>2]|0;xc=c[xc+4>>2]|0;yc=1;Kc=c[b+5152>>2]|0;Sd=99}else{e=c[t>>2]|0;g=c[b+5152>>2]|0;i=u;h=c[i>>2]|0;i=c[i+4>>2]|0;if((e|0)==2){Mc=2;Oc=g;zc=j;Ac=k;Bc=h;Cc=i}else{uc=e;wc=h;xc=i;yc=(e|0)<2?-1:1;Kc=g;Sd=99}}do if((Sd|0)==99){g=b+392|0;h=45760+(uc<<3)|0;e=2;while(1){Yd=122368+(((f|0)==1&(c[g>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Vd=45760+(e<<3)|0;if(((c[Vd>>2]&c[Yd>>2]|0)==0?(c[Vd+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Vd=h,Yd=Ke(b,e,c[Vd>>2]^c[Yd>>2],c[Vd+4>>2]^c[Yd+4>>2])|0,!((Yd&wc|0)==0&(z&xc|0)==0)):0){Ud=d;Sd=886;break}e=e+yc|0;if((e|0)==(uc|0)){Sd=104;break}f=c[Wd>>2]|0}if((Sd|0)==104){Ac=Xd;Cc=u;Mc=uc;Oc=Kc;zc=c[Ac>>2]|0;Ac=c[Ac+4>>2]|0;Bc=c[Cc>>2]|0;Cc=c[Cc+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(Oc<<3)|0;Yd=c[31120]|0;Ud=124464;Vd=124472;Vd=gx(c[Ud>>2]&(c[Xd>>2]^zc)|0,c[Ud+4>>2]&(c[Xd+4>>2]^Ac)|0,c[Vd>>2]|0,c[Vd+4>>2]|0)|0;Vd=jx(Vd|0,z|0,52)|0;Vd=Yd+(Vd<<3)|0;Yd=b+288|0;Xd=b+296|0;do if(!((c[Vd>>2]&Bc&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Vd+4>>2]&Cc&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){if((c[Wd>>2]|0)==1?(c[b+392>>2]|0)==0:0)e=64;else e=c[v>>2]|0;Yd=122368+(e<<3)|0;Xd=45776;if((c[Xd>>2]&c[Yd>>2]|0)==0?(c[Xd+4>>2]&c[Yd+4>>2]|0)==0:0)Ud=d;else break;return Ud|0}while(0);e=Oc+49152+(Mc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}else{i=b+328|0;l=b+264|0;h=c[l>>2]&c[i>>2];i=c[l+4>>2]&c[i+4>>2];l=h&65280;h=h&-65281;u=b+320|0;s=u;r=c[s>>2]|0;s=c[s+4>>2]|0;t=b+3984|0;q=c[t>>2]|0;k=122368+(q<<3)|0;n=r&~c[k>>2];k=s&~c[k+4>>2];f=jx(h|0,i|0,8)|0;f=f&Qd;g=z&Rd;jx(f|0,g|0,8)|0;v=b+1936|0;m=c[v>>2]|0;j=123392+(m<<3)|0;e=c[j+4>>2]|0;f=c[j>>2]&f;g=e&g;j=Rd&255;e=z&j&e;p=Td+336|0;o=c[p>>2]|0;p=c[p+4>>2]|0;h=o&h;i=p&i;if((h|0)==0&(i|0)==0){h=f;f=0}else{h=jx(h|0,i|0,8)|0;Yd=46272+((m&7)<<3)|0;h=h&Qd&~c[Yd>>2];Yd=z&Rd&~c[Yd+4>>2];jx(h|0,Yd|0,8)|0;h=h|f;g=Yd|g;f=0;e=z&j|e}if(!((h|0)==0&(g|0)==0)){i=d;while(1){Yd=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=(Yd|512)+(Yd<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){Yd=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=(Yd|1024)+(Yd<<6);if((f|0)==0&(e|0)==0)break;else g=d}}h:do if(!((l|0)==0&0==0)){e=jx(l|0,0,9)|0;f=k&z;j=jx(l|0,0,7)|0;j=j&254;h=jx(l|0,0,8)|0;i=z;k=45760+(m<<3)|0;e=n&e;i:while(1){g=e;do{if((g|0)==0&(f|0)==0)break i;e=Sa(g|0,f|0,0)|0;Yd=ax(g|0,f|0,-1,-1)|0;g=Yd&g;f=z&f;Yd=120320+(e<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=e+16960+(e<<6);d=d+8|0;e=g}f=h&Qd;e=i&Rd;g=j&n;h=0;j:while(1){i=g;do{if((i|0)==0&(h|0)==0)break j;g=Sa(i|0,h|0,0)|0;Yd=ax(i|0,h|0,-1,-1)|0;i=Yd&i;h=z&h;Yd=120320+(g<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=g+16832+(g<<6);d=d+8|0;g=i}while(1){g=e;do{if((f|0)==0&(g|0)==0)break h;e=Sa(f|0,g|0,0)|0;Yd=ax(f|0,g|0,-1,-1)|0;f=Yd&f;g=z&g;Yd=120320+(e<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=(e|16896)+(e<<6);d=d+8|0;e=g}}while(0);e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64){j=Td+384|0;do{Yd=45760+(f<<3)|0;if(((c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0)?(Yd=120320+(f<<3)|0,H=j,G=c[Yd>>2]&Qd&c[H>>2],H=c[Yd+4>>2]&Rd&c[H+4>>2],!((G|0)==0&(H|0)==0)):0){i=f<<6;f=G;g=H;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+392|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=120832+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(W=c[125952+(f*24|0)+16>>2]|0,Yd=125952+(f*24|0)|0,X=125952+(f*24|0)+8|0,X=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[X>>2]|0,c[X+4>>2]|0)|0,X=jx(X|0,z|0,55)|0,X=W+(X<<3)|0,W=c[X>>2]&l,X=c[X+4>>2]&m,!((W|0)==0&(X|0)==0)):0){i=f<<6;f=W;g=X;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+400|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=121344+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(ka=c[124416+(f*24|0)+16>>2]|0,Yd=124416+(f*24|0)|0,la=124416+(f*24|0)+8|0,la=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[la>>2]|0,c[la+4>>2]|0)|0,la=jx(la|0,z|0,52)|0,la=ka+(la<<3)|0,ka=c[la>>2]&l,la=c[la+4>>2]&m,!((ka|0)==0&(la|0)==0)):0){i=f<<6;f=ka;g=la;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}f=b+3728|0;e=c[f>>2]|0;if((e|0)!=64){j=Td+408|0;m=Xd;l=c[m>>2]|0;m=c[m+4>>2]|0;k=c[j>>2]&Qd;j=c[j+4>>2]&Rd;do{Yd=121856+(e<<3)|0;if((!((c[Yd>>2]&k|0)==0?(c[Yd+4>>2]&j|0)==0:0)?(Yd=45760+(e<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(Da=c[124416+(e*24|0)+16>>2]|0,Rd=124416+(e*24|0)|0,Ea=124416+(e*24|0)+8|0,Ea=gx(c[Rd>>2]&l|0,c[Rd+4>>2]&m|0,c[Ea>>2]|0,c[Ea+4>>2]|0)|0,Ea=jx(Ea|0,z|0,52)|0,Ea=Da+(Ea<<3)|0,Da=c[Ea>>2]|0,Ea=c[Ea+4>>2]|0,Rd=c[125952+(e*24|0)+16>>2]|0,Qd=125952+(e*24|0)|0,Yd=125952+(e*24|0)+8|0,Yd=gx(c[Qd>>2]&l|0,c[Qd+4>>2]&m|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Rd+(Yd<<3)|0,Da=(c[Yd>>2]|Da)&k,Ea=(c[Yd+4>>2]|Ea)&j,!((Da|0)==0&(Ea|0)==0)):0){i=e<<6;e=Da;g=Ea;while(1){Yd=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((e|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;e=c[f>>2]|0}while((e|0)!=64)}e=c[Td+24>>2]|0;if(!(e&12)){Yd=d;return Yd|0}g=Xd;h=c[g>>2]|0;g=c[g+4>>2]|0;Yd=b+5240|0;e=(e&4|0)==0|(c[Yd>>2]&h|0?1:(c[Yd+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){k:do if(!e){i=c[b+5160>>2]|0;if((q|0)==62)e=3968;else{g=b+360|0;h=45760+(q<<3)|0;e=62;f=2;while(1){Yd=122368+(((f|0)==1&(c[g>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Ud=45760+(e<<3)|0;if(((c[Ud>>2]&c[Yd>>2]|0)==0?(c[Ud+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Ud=h,Yd=Ke(b,e,c[Ud>>2]^c[Yd>>2],c[Ud+4>>2]^c[Yd+4>>2])|0,!((Yd&r|0)==0&(z&s|0)==0)):0){j=d;break k}e=e+-1|0;if((e|0)==(q|0))break;f=c[Wd>>2]|0}e=q<<6}e=i+49152+e|0;if(Me(b,e)|0){c[d>>2]=e;j=d+8|0}else j=d}else j=d;while(0);Yd=Xd;Ud=b+5272|0;if(!((c[Ud>>2]&c[Yd>>2]|0)==0?(c[Ud+4>>2]&c[Yd+4>>2]|0)==0:0)){Yd=j;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=j;return Yd|0}f=c[Wd>>2]|0;if((f|0)==1?(c[b+392>>2]|0)==0:0){hc=64;jc=c[b+5176>>2]|0;Sd=239}else{e=c[t>>2]|0;g=c[b+5176>>2]|0;if((e|0)==58){Bb=58;Db=g}else{hc=e;jc=g;Sd=239}}l:do if((Sd|0)==239){h=u;g=c[h>>2]|0;h=c[h+4>>2]|0;i=b+360|0;d=45760+(hc<<3)|0;e=58;while(1){Yd=122368+(((f|0)==1&(c[i>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Vd=45760+(e<<3)|0;if(((c[Vd>>2]&c[Yd>>2]|0)==0?(c[Vd+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Vd=d,Yd=Ke(b,e,c[Vd>>2]^c[Yd>>2],c[Vd+4>>2]^c[Yd+4>>2])|0,!((Yd&g|0)==0&(z&h|0)==0)):0){Ud=j;break}e=e+1|0;if((e|0)==(hc|0)){Bb=hc;Db=jc;break l}f=c[Wd>>2]|0}return Ud|0}while(0);e=Db+49152+(Bb<<6)|0;if(!(Me(b,e)|0)){Yd=j;return Yd|0}c[j>>2]=e;Yd=j+8|0;return Yd|0}m:do if(!e){j=c[b+5160>>2]|0;i=(q|0)<62?-1:1;if((q|0)==62){i=3968;f=r;e=s}else{g=b+360|0;h=45760+(q<<3)|0;e=62;f=2;while(1){Yd=122368+(((f|0)==1&(c[g>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Td=45760+(e<<3)|0;if(((c[Td>>2]&c[Yd>>2]|0)==0?(c[Td+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Td=h,Yd=Ke(b,e,c[Td>>2]^c[Yd>>2],c[Td+4>>2]^c[Yd+4>>2])|0,!((Yd&r|0)==0&(z&s|0)==0)):0)break m;e=e+i|0;if((e|0)==(q|0))break;f=c[Wd>>2]|0}g=Xd;e=u;i=q<<6;h=c[g>>2]|0;g=c[g+4>>2]|0;f=c[e>>2]|0;e=c[e+4>>2]|0}Td=45760+(j<<3)|0;Yd=c[31480]|0;Qd=125904;Rd=125912;Rd=gx(c[Qd>>2]&(c[Td>>2]^h)|0,c[Qd+4>>2]&(c[Td+4>>2]^g)|0,c[Rd>>2]|0,c[Rd+4>>2]|0)|0;Rd=jx(Rd|0,z|0,52)|0;Rd=Yd+(Rd<<3)|0;Yd=b+288|0;Td=b+296|0;if(!((c[Rd>>2]&f&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Rd+4>>2]&e&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)){if((c[Wd>>2]|0)==1?(c[b+360>>2]|0)==0:0)e=64;else e=c[v>>2]|0;Yd=122368+(e<<3)|0;Td=46256;if((c[Td>>2]&c[Yd>>2]|0)==0?(c[Td+4>>2]&c[Yd+4>>2]|0)==0:0)break}e=j+49152+i|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;Yd=b+5272|0;if(!((c[Yd>>2]&j|0)==0?(c[Yd+4>>2]&k|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=d;return Yd|0}f=c[Wd>>2]|0;if((f|0)==1?(c[b+392>>2]|0)==0:0){Ec=u;vc=64;Dc=c[Ec>>2]|0;Ec=c[Ec+4>>2]|0;Fc=1;Lc=c[b+5176>>2]|0;Sd=210}else{e=c[t>>2]|0;g=c[b+5176>>2]|0;i=u;h=c[i>>2]|0;i=c[i+4>>2]|0;if((e|0)==58){Nc=58;Pc=g;Gc=j;Hc=k;Ic=h;Jc=i}else{vc=e;Dc=h;Ec=i;Fc=(e|0)<58?-1:1;Lc=g;Sd=210}}do if((Sd|0)==210){g=b+360|0;h=45760+(vc<<3)|0;e=58;while(1){Yd=122368+(((f|0)==1&(c[g>>2]|0)==0?64:c[v>>2]|0)<<3)|0;Vd=45760+(e<<3)|0;if(((c[Vd>>2]&c[Yd>>2]|0)==0?(c[Vd+4>>2]&c[Yd+4>>2]|0)==0:0)?(Yd=Xd,Vd=h,Yd=Ke(b,e,c[Vd>>2]^c[Yd>>2],c[Vd+4>>2]^c[Yd+4>>2])|0,!((Yd&Dc|0)==0&(z&Ec|0)==0)):0){Ud=d;Sd=886;break}e=e+Fc|0;if((e|0)==(vc|0)){Sd=215;break}f=c[Wd>>2]|0}if((Sd|0)==215){Hc=Xd;Jc=u;Nc=vc;Pc=Lc;Gc=c[Hc>>2]|0;Hc=c[Hc+4>>2]|0;Ic=c[Jc>>2]|0;Jc=c[Jc+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(Pc<<3)|0;Yd=c[31456]|0;Ud=125808;Vd=125816;Vd=gx(c[Ud>>2]&(c[Xd>>2]^Gc)|0,c[Ud+4>>2]&(c[Xd+4>>2]^Hc)|0,c[Vd>>2]|0,c[Vd+4>>2]|0)|0;Vd=jx(Vd|0,z|0,52)|0;Vd=Yd+(Vd<<3)|0;Yd=b+288|0;Xd=b+296|0;do if(!((c[Vd>>2]&Ic&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Vd+4>>2]&Jc&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){if((c[Wd>>2]|0)==1?(c[b+360>>2]|0)==0:0)e=64;else e=c[v>>2]|0;Yd=122368+(e<<3)|0;Xd=46224;if((c[Xd>>2]&c[Yd>>2]|0)==0?(c[Xd+4>>2]&c[Yd+4>>2]|0)==0:0)Ud=d;else break;return Ud|0}while(0);e=Pc+49152+(Nc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}case 3:if(!l){o=b+320|0;r=b+264|0;n=c[r>>2]&c[o>>2];o=c[r+4>>2]&c[o+4>>2];r=o&16711680;o=o&-16711681;x=b+328|0;w=x;v=c[w>>2]|0;w=c[w+4>>2]|0;f=kx(n|0,o|0,8)|0;f=f&Qd;p=z&Rd;l=kx(f|0,p|0,8)|0;q=c[b+3984>>2]|0;m=123904+(q<<3)|0;u=c[m>>2]|0;f=f&u;m=p&c[m+4>>2];p=Qd&-16777216;l=u&p&l;u=Td+344|0;t=c[u>>2]|0;u=c[u+4>>2]|0;n=t&n;o=u&o;if((n|0)==0&(o|0)==0){n=f;f=0}else{n=kx(n|0,o|0,8)|0;Pd=46272+((q&7)<<3)|0;n=n&Qd&~c[Pd>>2];Pd=z&Rd&~c[Pd+4>>2];Yd=kx(n|0,Pd|0,8)|0;n=n|f;m=Pd|m;l=Yd&p|l;f=0}if(!((n|0)==0&(m|0)==0)){o=d;while(1){Yd=Sa(n|0,m|0,0)|0;d=ax(n|0,m|0,-1,-1)|0;n=d&n;m=z&m;d=o+8|0;c[o>>2]=(Yd|-512)+(Yd<<6);if((n|0)==0&(m|0)==0)break;else o=d}}if(!((l|0)==0&(f|0)==0)){m=d;while(1){Yd=Sa(l|0,f|0,0)|0;d=ax(l|0,f|0,-1,-1)|0;l=d&l;f=z&f;d=m+8|0;c[m>>2]=(Yd|-1024)+(Yd<<6);if((l|0)==0&(f|0)==0)break;else m=d}}n:do if(!(0==0&(r|0)==0)){f=kx(0,r|0,9)|0;l=z&w;p=w&2130706432;n=kx(0,r|0,8)|0;o=z;q=45760+(q<<3)|0;f=f&v;o:while(1){m=f;do{if((m|0)==0&(l|0)==0)break o;f=Sa(m|0,l|0,0)|0;Yd=ax(m|0,l|0,-1,-1)|0;m=Yd&m;l=z&l;Yd=120320+(f<<3)|0;Pd=q}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=f+15808+(f<<6);d=d+8|0;f=m}kx(0,r|0,7)|0;l=n&Qd;f=o&Rd;n=0;m=p&z;p:while(1){o=m;do{if((n|0)==0&(o|0)==0)break p;m=Sa(n|0,o|0,0)|0;Yd=ax(n|0,o|0,-1,-1)|0;n=Yd&n;o=z&o;Yd=120320+(m<<3)|0;Pd=q}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=m+15936+(m<<6);d=d+8|0;m=o}while(1){m=f;do{if((l|0)==0&(m|0)==0)break n;f=Sa(l|0,m|0,0)|0;Yd=ax(l|0,m|0,-1,-1)|0;l=Yd&l;m=z&m;Yd=120320+(f<<3)|0;Pd=q}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=(f|15872)+(f<<6);d=d+8|0;f=m}}while(0);f=b+912|0;l=c[f>>2]|0;if((l|0)!=64){p=Td+384|0;do{Yd=45760+(l<<3)|0;if(((c[Yd>>2]&t|0)==0?(c[Yd+4>>2]&u|0)==0:0)?(Yd=120320+(l<<3)|0,D=p,C=c[Yd>>2]&Qd&c[D>>2],D=c[Yd+4>>2]&Rd&c[D+4>>2],!((C|0)==0&(D|0)==0)):0){o=l<<6;l=C;m=D;while(1){Yd=Sa(l|0,m|0,0)|0;n=ax(l|0,m|0,-1,-1)|0;l=n&l;m=z&m;n=d+8|0;c[d>>2]=Yd+o;if((l|0)==0&(m|0)==0){d=n;break}else d=n}}f=f+4|0;l=c[f>>2]|0}while((l|0)!=64)}f=b+1168|0;l=c[f>>2]|0;if((l|0)!=64){s=Td+392|0;q=Xd;p=c[q>>2]|0;q=c[q+4>>2]|0;r=c[s>>2]&Qd;s=c[s+4>>2]&Rd;do{Yd=120832+(l<<3)|0;if((!((c[Yd>>2]&r|0)==0?(c[Yd+4>>2]&s|0)==0:0)?(Yd=45760+(l<<3)|0,(c[Yd>>2]&t|0)==0?(c[Yd+4>>2]&u|0)==0:0):0)?(O=c[125952+(l*24|0)+16>>2]|0,Yd=125952+(l*24|0)|0,P=125952+(l*24|0)+8|0,P=gx(c[Yd>>2]&p|0,c[Yd+4>>2]&q|0,c[P>>2]|0,c[P+4>>2]|0)|0,P=jx(P|0,z|0,55)|0,P=O+(P<<3)|0,O=c[P>>2]&r,P=c[P+4>>2]&s,!((O|0)==0&(P|0)==0)):0){o=l<<6;l=O;m=P;while(1){Yd=Sa(l|0,m|0,0)|0;n=ax(l|0,m|0,-1,-1)|0;l=n&l;m=z&m;n=d+8|0;c[d>>2]=Yd+o;if((l|0)==0&(m|0)==0){d=n;break}else d=n}}f=f+4|0;l=c[f>>2]|0}while((l|0)!=64)}f=b+1424|0;l=c[f>>2]|0;if((l|0)!=64){s=Td+400|0;q=Xd;p=c[q>>2]|0;q=c[q+4>>2]|0;r=c[s>>2]&Qd;s=c[s+4>>2]&Rd;do{Yd=121344+(l<<3)|0;if((!((c[Yd>>2]&r|0)==0?(c[Yd+4>>2]&s|0)==0:0)?(Yd=45760+(l<<3)|0,(c[Yd>>2]&t|0)==0?(c[Yd+4>>2]&u|0)==0:0):0)?(ca=c[124416+(l*24|0)+16>>2]|0,Yd=124416+(l*24|0)|0,da=124416+(l*24|0)+8|0,da=gx(c[Yd>>2]&p|0,c[Yd+4>>2]&q|0,c[da>>2]|0,c[da+4>>2]|0)|0,da=jx(da|0,z|0,52)|0,da=ca+(da<<3)|0,ca=c[da>>2]&r,da=c[da+4>>2]&s,!((ca|0)==0&(da|0)==0)):0){o=l<<6;l=ca;m=da;while(1){Yd=Sa(l|0,m|0,0)|0;n=ax(l|0,m|0,-1,-1)|0;l=n&l;m=z&m;n=d+8|0;c[d>>2]=Yd+o;if((l|0)==0&(m|0)==0){d=n;break}else d=n}}f=f+4|0;l=c[f>>2]|0}while((l|0)!=64)}f=b+1680|0;l=c[f>>2]|0;if((l|0)!=64){s=Td+408|0;q=Xd;p=c[q>>2]|0;q=c[q+4>>2]|0;r=c[s>>2]&Qd;s=c[s+4>>2]&Rd;do{Yd=121856+(l<<3)|0;if((!((c[Yd>>2]&r|0)==0?(c[Yd+4>>2]&s|0)==0:0)?(Yd=45760+(l<<3)|0,(c[Yd>>2]&t|0)==0?(c[Yd+4>>2]&u|0)==0:0):0)?(sa=c[124416+(l*24|0)+16>>2]|0,Pd=124416+(l*24|0)|0,ta=124416+(l*24|0)+8|0,ta=gx(c[Pd>>2]&p|0,c[Pd+4>>2]&q|0,c[ta>>2]|0,c[ta+4>>2]|0)|0,ta=jx(ta|0,z|0,52)|0,ta=sa+(ta<<3)|0,sa=c[ta>>2]|0,ta=c[ta+4>>2]|0,Pd=c[125952+(l*24|0)+16>>2]|0,Od=125952+(l*24|0)|0,Yd=125952+(l*24|0)+8|0,Yd=gx(c[Od>>2]&p|0,c[Od+4>>2]&q|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Pd+(Yd<<3)|0,sa=(c[Yd>>2]|sa)&r,ta=(c[Yd+4>>2]|ta)&s,!((sa|0)==0&(ta|0)==0)):0){o=l<<6;l=sa;m=ta;while(1){Yd=Sa(l|0,m|0,0)|0;n=ax(l|0,m|0,-1,-1)|0;l=n&l;m=z&m;n=d+8|0;c[d>>2]=Yd+o;if((l|0)==0&(m|0)==0){d=n;break}else d=n}}f=f+4|0;l=c[f>>2]|0}while((l|0)!=64)}if(c[b+4496>>2]|0){if((c[b+4500>>2]|0)!=0?(Ba=Td+376|0,h=Qd&-256&c[Ba>>2],Ba=Rd&16777215&c[Ba+4>>2],!((h|0)==0&(Ba|0)==0)):0){l=d;f=Ba;while(1){Yd=Sa(h|0,f|0,0)|0;d=ax(h|0,f|0,-1,-1)|0;h=d&h;f=z&f;d=l+8|0;c[l>>2]=(Yd|36864)+64;if((h|0)==0&(f|0)==0)break;else l=d}}if((c[b+4504>>2]|0)!=0?(Ia=Td+384|0,k=c[Ia>>2]&Qd,Ia=c[Ia+4>>2]&Rd,!((k|0)==0&(Ia|0)==0)):0){f=Ia;while(1){Yd=Sa(k|0,f|0,0)|0;h=ax(k|0,f|0,-1,-1)|0;k=h&k;f=z&f;h=d+8|0;c[d>>2]=Yd|36992;if((k|0)==0&(f|0)==0){d=h;break}else d=h}}if((c[b+4508>>2]|0)!=0?(Pa=Td+392|0,j=c[Pa>>2]&Qd,Pa=c[Pa+4>>2]&Rd,!((j|0)==0&(Pa|0)==0)):0){f=Pa;while(1){Yd=Sa(j|0,f|0,0)|0;h=ax(j|0,f|0,-1,-1)|0;j=h&j;f=z&f;h=d+8|0;c[d>>2]=(Yd|36864)+192;if((j|0)==0&(f|0)==0){d=h;break}else d=h}}if((c[b+4512>>2]|0)!=0?(wb=Td+400|0,i=c[wb>>2]&Qd,wb=c[wb+4>>2]&Rd,!((i|0)==0&(wb|0)==0)):0){f=wb;while(1){Yd=Sa(i|0,f|0,0)|0;h=ax(i|0,f|0,-1,-1)|0;i=h&i;f=z&f;h=d+8|0;c[d>>2]=Yd|37120;if((i|0)==0&(f|0)==0){d=h;break}else d=h}}if((c[b+4516>>2]|0)!=0?(e=Td+408|0,g=c[e>>2]&Qd,e=c[e+4>>2]&Rd,!((g|0)==0&(e|0)==0)):0)while(1){Yd=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(Yd|36864)+320;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=c[Td+24>>2]|0;if(!(e&3)){Yd=d;return Yd|0}k=Xd;i=c[k>>2]|0;k=c[k+4>>2]|0;Yd=b+5216|0;e=(e&1|0)==0|(c[Yd>>2]&i|0?1:(c[Yd+4>>2]&k|0)!=0);if(!(a[b+5356>>0]|0)){q:do if(!e){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{Yd=Ke(b,6,i,k)|0;if((Yd&v|0)==0&(z&w|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&v|0)==0&(z&w|0)==0)e=e+-1|0;else break q}e=f<<6}e=g+49152+e|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);i=Xd;h=c[i>>2]|0;i=c[i+4>>2]|0;Yd=b+5224|0;if(!((c[Yd>>2]&h|0)==0?(c[Yd+4>>2]&i|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+360>>2]|0){Sd=351;break}_c=64;sd=c[b+5152>>2]|0;Sd=352}else Sd=351;while(0);if((Sd|0)==351){e=c[b+1936>>2]|0;f=c[b+5152>>2]|0;if((e|0)==2){Qc=2;Sc=f}else{_c=e;sd=f;Sd=352}}r:do if((Sd|0)==352){g=x;f=c[g>>2]|0;g=c[g+4>>2]|0;Yd=Ke(b,2,h,i)|0;if((Yd&f|0)==0&(z&g|0)==0)e=3;else{Yd=d;return Yd|0}while(1){if((e|0)==(_c|0)){Qc=_c;Sc=sd;break r}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&f|0)==0&(z&g|0)==0)e=e+1|0;else{Ud=d;break}}return Ud|0}while(0);e=Sc+49152+(Qc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}s:do if(!e){f=c[b+1936>>2]|0;j=c[b+5148>>2]|0;h=(f|0)<6?-1:1;if((f|0)==6){h=384;g=k;f=v;e=w}else{e=6;g=k;do{Yd=Ke(b,e,i,g)|0;e=e+h|0;if(!((Yd&v|0)==0&(z&w|0)==0))break s;g=Xd;i=c[g>>2]|0;g=c[g+4>>2]|0}while((e|0)!=(f|0));e=x;h=f<<6;f=c[e>>2]|0;e=c[e+4>>2]|0}Td=45760+(j<<3)|0;Yd=c[31144]|0;Qd=124560;Rd=124568;Rd=gx(c[Qd>>2]&(c[Td>>2]^i)|0,c[Qd+4>>2]&(c[Td+4>>2]^g)|0,c[Rd>>2]|0,c[Rd+4>>2]|0)|0;Rd=jx(Rd|0,z|0,52)|0;Rd=Yd+(Rd<<3)|0;Yd=b+288|0;Td=b+296|0;if(((c[Rd>>2]&f&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Rd+4>>2]&e&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)?(Uc=j+49152+h|0,Me(b,Uc)|0):0){c[d>>2]=Uc;d=d+8|0}}while(0);e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;Yd=b+5224|0;if(!((c[Yd>>2]&g|0)==0?(c[Yd+4>>2]&e|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=d;return Yd|0}if((c[Wd>>2]|0)==1?(c[b+360>>2]|0)==0:0){Dd=x;ud=64;yd=1;Ad=c[b+5152>>2]|0;Cd=c[Dd>>2]|0;Dd=c[Dd+4>>2]|0;Sd=331}else{f=c[b+1936>>2]|0;h=c[b+5152>>2]|0;j=x;i=c[j>>2]|0;j=c[j+4>>2]|0;if((f|0)==2){wd=2;Ed=h;Fd=g;Gd=e;Hd=i;Id=j}else{ud=f;yd=(f|0)<2?-1:1;Ad=h;Cd=i;Dd=j;Sd=331}}do if((Sd|0)==331){f=2;while(1){Yd=Ke(b,f,g,e)|0;f=f+yd|0;if(!((Yd&Cd|0)==0&(z&Dd|0)==0)){Ud=d;Sd=886;break}e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;if((f|0)==(ud|0)){Sd=334;break}}if((Sd|0)==334){Id=x;wd=ud;Ed=Ad;Fd=g;Gd=e;Hd=c[Id>>2]|0;Id=c[Id+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(Ed<<3)|0;Yd=c[31120]|0;Vd=124464;Wd=124472;Wd=gx(c[Vd>>2]&(c[Xd>>2]^Fd)|0,c[Vd+4>>2]&(c[Xd+4>>2]^Gd)|0,c[Wd>>2]|0,c[Wd+4>>2]|0)|0;Wd=jx(Wd|0,z|0,52)|0;Wd=Yd+(Wd<<3)|0;Yd=b+288|0;Xd=b+296|0;if(!((c[Wd>>2]&Hd&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Wd+4>>2]&Id&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){Yd=d;return Yd|0}e=Ed+49152+(wd<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}else{i=b+328|0;l=b+264|0;h=c[l>>2]&c[i>>2];i=c[l+4>>2]&c[i+4>>2];l=h&65280;h=h&-65281;r=b+320|0;q=r;p=c[q>>2]|0;q=c[q+4>>2]|0;j=jx(h|0,i|0,8)|0;j=j&Qd;g=z&Rd;jx(j|0,g|0,8)|0;k=c[b+1936>>2]|0;f=123392+(k<<3)|0;e=c[f+4>>2]|0;f=j&c[f>>2];g=g&e;j=Rd&255;e=e&j&z;o=Td+336|0;n=c[o>>2]|0;o=c[o+4>>2]|0;h=n&h;i=o&i;if((h|0)==0&(i|0)==0){h=f;f=0}else{h=jx(h|0,i|0,8)|0;Yd=46272+((k&7)<<3)|0;h=h&Qd&~c[Yd>>2];Yd=z&Rd&~c[Yd+4>>2];jx(h|0,Yd|0,8)|0;h=h|f;g=Yd|g;f=0;e=z&j|e}if(!((h|0)==0&(g|0)==0)){i=d;while(1){Yd=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=(Yd|512)+(Yd<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){Yd=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=(Yd|1024)+(Yd<<6);if((f|0)==0&(e|0)==0)break;else g=d}}t:do if(!((l|0)==0&0==0)){e=jx(l|0,0,9)|0;f=z&q;j=p&254;h=jx(l|0,0,8)|0;i=z;k=45760+(k<<3)|0;e=e&p;u:while(1){g=e;do{if((g|0)==0&(f|0)==0)break u;e=Sa(g|0,f|0,0)|0;Yd=ax(g|0,f|0,-1,-1)|0;g=Yd&g;f=z&f;Yd=120320+(e<<3)|0;Id=k}while((c[Id>>2]&c[Yd>>2]|0)==0?(c[Id+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=e+16960+(e<<6);d=d+8|0;e=g}g=jx(l|0,0,7)|0;f=h&Qd;e=i&Rd;g=j&g;h=0;v:while(1){i=g;do{if((i|0)==0&(h|0)==0)break v;g=Sa(i|0,h|0,0)|0;Yd=ax(i|0,h|0,-1,-1)|0;i=Yd&i;h=z&h;Yd=120320+(g<<3)|0;Id=k}while((c[Id>>2]&c[Yd>>2]|0)==0?(c[Id+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=g+16832+(g<<6);d=d+8|0;g=i}while(1){g=e;do{if((f|0)==0&(g|0)==0)break t;e=Sa(f|0,g|0,0)|0;Yd=ax(f|0,g|0,-1,-1)|0;f=Yd&f;g=z&g;Yd=120320+(e<<3)|0;Id=k}while((c[Id>>2]&c[Yd>>2]|0)==0?(c[Id+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=(e|16896)+(e<<6);d=d+8|0;e=g}}while(0);e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64){j=Td+384|0;do{Yd=45760+(f<<3)|0;if(((c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0)?(Yd=120320+(f<<3)|0,F=j,E=c[Yd>>2]&Qd&c[F>>2],F=c[Yd+4>>2]&Rd&c[F+4>>2],!((E|0)==0&(F|0)==0)):0){i=f<<6;f=E;g=F;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+392|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=120832+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0):0)?(Q=c[125952+(f*24|0)+16>>2]|0,Yd=125952+(f*24|0)|0,R=125952+(f*24|0)+8|0,R=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[R>>2]|0,c[R+4>>2]|0)|0,R=jx(R|0,z|0,55)|0,R=Q+(R<<3)|0,Q=c[R>>2]&l,R=c[R+4>>2]&m,!((Q|0)==0&(R|0)==0)):0){i=f<<6;f=Q;g=R;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+400|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=121344+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0):0)?(ea=c[124416+(f*24|0)+16>>2]|0,Yd=124416+(f*24|0)|0,fa=124416+(f*24|0)+8|0,fa=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[fa>>2]|0,c[fa+4>>2]|0)|0,fa=jx(fa|0,z|0,52)|0,fa=ea+(fa<<3)|0,ea=c[fa>>2]&l,fa=c[fa+4>>2]&m,!((ea|0)==0&(fa|0)==0)):0){i=f<<6;f=ea;g=fa;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+408|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=121856+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0):0)?(ua=c[124416+(f*24|0)+16>>2]|0,Id=124416+(f*24|0)|0,va=124416+(f*24|0)+8|0,va=gx(c[Id>>2]&j|0,c[Id+4>>2]&k|0,c[va>>2]|0,c[va+4>>2]|0)|0,va=jx(va|0,z|0,52)|0,va=ua+(va<<3)|0,ua=c[va>>2]|0,va=c[va+4>>2]|0,Id=c[125952+(f*24|0)+16>>2]|0,Hd=125952+(f*24|0)|0,Yd=125952+(f*24|0)+8|0,Yd=gx(c[Hd>>2]&j|0,c[Hd+4>>2]&k|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Id+(Yd<<3)|0,ua=(c[Yd>>2]|ua)&l,va=(c[Yd+4>>2]|va)&m,!((ua|0)==0&(va|0)==0)):0){i=f<<6;f=ua;g=va;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}if(c[b+4528>>2]|0){if((c[b+4532>>2]|0)!=0?(Ca=Td+376|0,Aa=Qd&-256&c[Ca>>2],Ca=Rd&16777215&c[Ca+4>>2],!((Aa|0)==0&(Ca|0)==0)):0){g=d;f=Aa;e=Ca;while(1){Yd=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=(Yd|36864)+576;if((f|0)==0&(e|0)==0)break;else g=d}}if((c[b+4536>>2]|0)!=0?(Ja=Td+384|0,Ha=c[Ja>>2]&Qd,Ja=c[Ja+4>>2]&Rd,!((Ha|0)==0&(Ja|0)==0)):0){g=Ha;e=Ja;while(1){Yd=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=Yd|37504;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if((c[b+4540>>2]|0)!=0?(Qa=Td+392|0,Oa=c[Qa>>2]&Qd,Qa=c[Qa+4>>2]&Rd,!((Oa|0)==0&(Qa|0)==0)):0){g=Oa;e=Qa;while(1){Yd=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(Yd|36864)+704;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if((c[b+4544>>2]|0)!=0?(xb=Td+400|0,hb=c[xb>>2]&Qd,xb=c[xb+4>>2]&Rd,!((hb|0)==0&(xb|0)==0)):0){g=hb;e=xb;while(1){Yd=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=Yd|37632;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if((c[b+4548>>2]|0)!=0?(Hb=Td+408|0,Eb=c[Hb>>2]&Qd,Hb=c[Hb+4>>2]&Rd,!((Eb|0)==0&(Hb|0)==0)):0){g=Eb;e=Hb;while(1){Yd=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(Yd|36864)+832;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}}e=c[Td+24>>2]|0;if(!(e&12)){Yd=d;return Yd|0}k=Xd;i=c[k>>2]|0;k=c[k+4>>2]|0;Yd=b+5240|0;e=(e&4|0)==0|(c[Yd>>2]&i|0?1:(c[Yd+4>>2]&k|0)!=0);if(!(a[b+5356>>0]|0)){w:do if(!e){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{Yd=Ke(b,62,i,k)|0;if((Yd&p|0)==0&(z&q|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&p|0)==0&(z&q|0)==0)e=e+-1|0;else break w}e=f<<6}e=g+49152+e|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);i=Xd;h=c[i>>2]|0;i=c[i+4>>2]|0;Yd=b+5272|0;if(!((c[Yd>>2]&h|0)==0?(c[Yd+4>>2]&i|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+392>>2]|0){Sd=461;break}$c=64;td=c[b+5176>>2]|0;Sd=462}else Sd=461;while(0);if((Sd|0)==461){e=c[b+3984>>2]|0;f=c[b+5176>>2]|0;if((e|0)==58){Rc=58;Tc=f}else{$c=e;td=f;Sd=462}}x:do if((Sd|0)==462){g=r;f=c[g>>2]|0;g=c[g+4>>2]|0;Yd=Ke(b,58,h,i)|0;if((Yd&f|0)==0&(z&g|0)==0)e=59;else{Yd=d;return Yd|0}while(1){if((e|0)==($c|0)){Rc=$c;Tc=td;break x}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&f|0)==0&(z&g|0)==0)e=e+1|0;else{Ud=d;break}}return Ud|0}while(0);e=Tc+49152+(Rc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}y:do if(!e){f=c[b+3984>>2]|0;j=c[b+5160>>2]|0;h=(f|0)<62?-1:1;if((f|0)==62){h=3968;g=k;f=p;e=q}else{e=62;g=k;do{Yd=Ke(b,e,i,g)|0;e=e+h|0;if(!((Yd&p|0)==0&(z&q|0)==0))break y;g=Xd;i=c[g>>2]|0;g=c[g+4>>2]|0}while((e|0)!=(f|0));e=r;h=f<<6;f=c[e>>2]|0;e=c[e+4>>2]|0}Td=45760+(j<<3)|0;Yd=c[31480]|0;Qd=125904;Rd=125912;Rd=gx(c[Qd>>2]&(c[Td>>2]^i)|0,c[Qd+4>>2]&(c[Td+4>>2]^g)|0,c[Rd>>2]|0,c[Rd+4>>2]|0)|0;Rd=jx(Rd|0,z|0,52)|0;Rd=Yd+(Rd<<3)|0;Yd=b+288|0;Td=b+296|0;if(((c[Rd>>2]&f&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Rd+4>>2]&e&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)?(Vc=j+49152+h|0,Me(b,Vc)|0):0){c[d>>2]=Vc;d=d+8|0}}while(0);e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;Yd=b+5272|0;if(!((c[Yd>>2]&g|0)==0?(c[Yd+4>>2]&e|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=d;return Yd|0}if((c[Wd>>2]|0)==1?(c[b+392>>2]|0)==0:0){Kd=r;vd=64;zd=1;Bd=c[b+5176>>2]|0;Jd=c[Kd>>2]|0;Kd=c[Kd+4>>2]|0;Sd=441}else{f=c[b+3984>>2]|0;h=c[b+5176>>2]|0;j=r;i=c[j>>2]|0;j=c[j+4>>2]|0;if((f|0)==58){xd=58;Ld=h;Md=g;Nd=e;Od=i;Pd=j}else{vd=f;zd=(f|0)<58?-1:1;Bd=h;Jd=i;Kd=j;Sd=441}}do if((Sd|0)==441){f=58;while(1){Yd=Ke(b,f,g,e)|0;f=f+zd|0;if(!((Yd&Jd|0)==0&(z&Kd|0)==0)){Ud=d;Sd=886;break}e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;if((f|0)==(vd|0)){Sd=444;break}}if((Sd|0)==444){Pd=r;xd=vd;Ld=Bd;Md=g;Nd=e;Od=c[Pd>>2]|0;Pd=c[Pd+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(Ld<<3)|0;Yd=c[31456]|0;Vd=125808;Wd=125816;Wd=gx(c[Vd>>2]&(c[Xd>>2]^Md)|0,c[Vd+4>>2]&(c[Xd+4>>2]^Nd)|0,c[Wd>>2]|0,c[Wd+4>>2]|0)|0;Wd=jx(Wd|0,z|0,52)|0;Wd=Yd+(Wd<<3)|0;Yd=b+288|0;Xd=b+296|0;if(!((c[Wd>>2]&Od&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Wd+4>>2]&Pd&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){Yd=d;return Yd|0}e=Ld+49152+(xd<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}default:{e=(l|0)==0;if((n|0)==4)if(e){j=b+320|0;k=b+264|0;i=c[k>>2]&c[j>>2];j=c[k+4>>2]&c[j+4>>2];k=j&16711680;j=j&-16711681;s=b+328|0;r=s;q=c[r>>2]|0;r=c[r+4>>2]|0;h=kx(i|0,j|0,8)|0;h=h&Qd;o=z&Rd;f=kx(h|0,o|0,8)|0;l=b+3984|0;e=c[l>>2]|0;g=123904+(e<<3)|0;p=c[g>>2]|0;h=h&p;g=o&c[g+4>>2];f=Qd&-65536&p&f;p=Td+344|0;o=c[p>>2]|0;p=c[p+4>>2]|0;i=o&i;j=p&j;if((i|0)==0&(j|0)==0)e=0;else{Sd=kx(i|0,j|0,8)|0;Yd=46272+((e&7)<<3)|0;Sd=Sd&Qd&~c[Yd>>2];Yd=z&Rd&~c[Yd+4>>2];e=kx(Sd|0,Yd|0,8)|0;h=Sd|h;g=Yd|g;f=Qd&-16777216&e|f;e=0}if(!((h|0)==0&(g|0)==0)){i=d;while(1){Yd=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=(Yd|-512)+(Yd<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){Yd=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=(Yd|-1024)+(Yd<<6);if((f|0)==0&(e|0)==0)break;else g=d}}z:do if(!(0==0&(k|0)==0)){h=kx(0,k|0,9)|0;h=h&q;g=z&r;kx(0,k|0,7)|0;n=r&2130706432&z;f=kx(0,k|0,8)|0;f=f&Qd;e=z&Rd;j=(c[b+392>>2]|0)==0?64:c[l>>2]|0;k=45760+(j<<3)|0;A:do if((j|0)==64)if((h|0)==0&(g|0)==0)m=64;else{do{Yd=ax(h|0,g|0,-1,-1)|0;h=Yd&h;g=z&g}while(!((h|0)==0&(g|0)==0));m=64}else while(1){do{if((h|0)==0&(g|0)==0){m=j;break A}i=Sa(h|0,g|0,0)|0;Yd=ax(h|0,g|0,-1,-1)|0;h=Yd&h;g=z&g;Yd=120320+(i<<3)|0;Sd=k}while((c[Sd>>2]&c[Yd>>2]|0)==0?(c[Sd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=i+15808+(i<<6);d=d+8|0}while(0);B:do if(!(0==0&(n|0)==0)){if((m|0)==64){h=0;g=n;while(1){Yd=ax(h|0,g|0,-1,-1)|0;h=Yd&h;g=z&g;if((h|0)==0&(g|0)==0)break B}}l=45760+(m<<3)|0;k=c[l>>2]|0;l=c[l+4>>2]|0;h=0;g=n;while(1){j=h;while(1){h=Sa(j|0,g|0,0)|0;Yd=ax(j|0,g|0,-1,-1)|0;j=Yd&j;g=z&g;Yd=120320+(h<<3)|0;if(!((c[Yd>>2]&k|0)==0?(c[Yd+4>>2]&l|0)==0:0))break;if((j|0)==0&(g|0)==0)break B}i=d+8|0;c[d>>2]=h+15936+(h<<6);if((j|0)==0&(g|0)==0){d=i;break}else{d=i;h=j}}}while(0);if(!((f|0)==0&(e|0)==0)){if((m|0)==64)while(1){Yd=ax(f|0,e|0,-1,-1)|0;f=Yd&f;e=z&e;if((f|0)==0&(e|0)==0)break z}j=45760+(m<<3)|0;i=c[j>>2]|0;j=c[j+4>>2]|0;while(1){while(1){g=Sa(f|0,e|0,0)|0;Yd=ax(f|0,e|0,-1,-1)|0;f=Yd&f;e=z&e;Yd=120320+(g<<3)|0;if(!((c[Yd>>2]&i|0)==0?(c[Yd+4>>2]&j|0)==0:0))break;if((f|0)==0&(e|0)==0)break z}h=d+8|0;c[d>>2]=(g|15872)+(g<<6);if((f|0)==0&(e|0)==0){d=h;break}else d=h}}}while(0);e=b+912|0;f=c[e>>2]|0;if((f|0)!=64){j=Td+384|0;do{Yd=45760+(f<<3)|0;if(((c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0)?(Yd=120320+(f<<3)|0,T=j,S=c[Yd>>2]&Qd&c[T>>2],T=c[Yd+4>>2]&Rd&c[T+4>>2],!((S|0)==0&(T|0)==0)):0){i=f<<6;f=S;g=T;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+392|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=120832+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(ga=c[125952+(f*24|0)+16>>2]|0,Yd=125952+(f*24|0)|0,ha=125952+(f*24|0)+8|0,ha=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[ha>>2]|0,c[ha+4>>2]|0)|0,ha=jx(ha|0,z|0,55)|0,ha=ga+(ha<<3)|0,ga=c[ha>>2]&l,ha=c[ha+4>>2]&m,!((ga|0)==0&(ha|0)==0)):0){i=f<<6;f=ga;g=ha;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+400|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=121344+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(wa=c[124416+(f*24|0)+16>>2]|0,Yd=124416+(f*24|0)|0,xa=124416+(f*24|0)+8|0,xa=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[xa>>2]|0,c[xa+4>>2]|0)|0,xa=jx(xa|0,z|0,52)|0,xa=wa+(xa<<3)|0,wa=c[xa>>2]&l,xa=c[xa+4>>2]&m,!((wa|0)==0&(xa|0)==0)):0){i=f<<6;f=wa;g=xa;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}f=b+1680|0;e=c[f>>2]|0;if((e|0)!=64){j=Td+408|0;m=Xd;l=c[m>>2]|0;m=c[m+4>>2]|0;k=c[j>>2]&Qd;j=c[j+4>>2]&Rd;do{Yd=121856+(e<<3)|0;if((!((c[Yd>>2]&k|0)==0?(c[Yd+4>>2]&j|0)==0:0)?(Yd=45760+(e<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(ib=c[124416+(e*24|0)+16>>2]|0,Sd=124416+(e*24|0)|0,jb=124416+(e*24|0)+8|0,jb=gx(c[Sd>>2]&l|0,c[Sd+4>>2]&m|0,c[jb>>2]|0,c[jb+4>>2]|0)|0,jb=jx(jb|0,z|0,52)|0,jb=ib+(jb<<3)|0,ib=c[jb>>2]|0,jb=c[jb+4>>2]|0,Sd=c[125952+(e*24|0)+16>>2]|0,Rd=125952+(e*24|0)|0,Yd=125952+(e*24|0)+8|0,Yd=gx(c[Rd>>2]&l|0,c[Rd+4>>2]&m|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Sd+(Yd<<3)|0,ib=(c[Yd>>2]|ib)&k,jb=(c[Yd+4>>2]|jb)&j,!((ib|0)==0&(jb|0)==0)):0){i=e<<6;e=ib;g=jb;while(1){Yd=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((e|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;e=c[f>>2]|0}while((e|0)!=64)}e=c[Td+24>>2]|0;if(!(e&3)){Yd=d;return Yd|0}k=Xd;i=c[k>>2]|0;k=c[k+4>>2]|0;Yd=b+5216|0;e=(e&1|0)==0|(c[Yd>>2]&i|0?1:(c[Yd+4>>2]&k|0)!=0);if(!(a[b+5356>>0]|0)){C:do if(!e){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{Yd=Ke(b,6,i,k)|0;if((Yd&q|0)==0&(z&r|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&q|0)==0&(z&r|0)==0)e=e+-1|0;else break C}e=f<<6}e=g+49152+e|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);i=Xd;h=c[i>>2]|0;i=c[i+4>>2]|0;Yd=b+5224|0;if(!((c[Yd>>2]&h|0)==0?(c[Yd+4>>2]&i|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+360>>2]|0){Sd=566;break}rc=64;sc=c[b+5152>>2]|0;Sd=567}else Sd=566;while(0);if((Sd|0)==566){e=c[b+1936>>2]|0;f=c[b+5152>>2]|0;if((e|0)==2){lc=2;mc=f}else{rc=e;sc=f;Sd=567}}D:do if((Sd|0)==567){g=s;f=c[g>>2]|0;g=c[g+4>>2]|0;Yd=Ke(b,2,h,i)|0;if((Yd&f|0)==0&(z&g|0)==0)e=3;else{Yd=d;return Yd|0}while(1){if((e|0)==(rc|0)){lc=rc;mc=sc;break D}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&f|0)==0&(z&g|0)==0)e=e+1|0;else{Ud=d;break}}return Ud|0}while(0);e=mc+49152+(lc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}E:do if(!e){f=c[b+1936>>2]|0;j=c[b+5148>>2]|0;h=(f|0)<6?-1:1;if((f|0)==6){h=384;g=k;f=q;e=r}else{e=6;g=k;do{Yd=Ke(b,e,i,g)|0;e=e+h|0;if(!((Yd&q|0)==0&(z&r|0)==0))break E;g=Xd;i=c[g>>2]|0;g=c[g+4>>2]|0}while((e|0)!=(f|0));e=s;h=f<<6;f=c[e>>2]|0;e=c[e+4>>2]|0}Td=45760+(j<<3)|0;Yd=c[31144]|0;Rd=124560;Sd=124568;Sd=gx(c[Rd>>2]&(c[Td>>2]^i)|0,c[Rd+4>>2]&(c[Td+4>>2]^g)|0,c[Sd>>2]|0,c[Sd+4>>2]|0)|0;Sd=jx(Sd|0,z|0,52)|0;Sd=Yd+(Sd<<3)|0;Yd=b+288|0;Td=b+296|0;if(((c[Sd>>2]&f&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Sd+4>>2]&e&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)?(pc=j+49152+h|0,Me(b,pc)|0):0){c[d>>2]=pc;d=d+8|0}}while(0);e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;Yd=b+5224|0;if(!((c[Yd>>2]&g|0)==0?(c[Yd+4>>2]&e|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+360>>2]|0){Sd=545;break}fd=s;Xc=64;bd=1;dd=c[b+5152>>2]|0;ed=c[fd>>2]|0;fd=c[fd+4>>2]|0;Sd=546}else Sd=545;while(0);if((Sd|0)==545){f=c[b+1936>>2]|0;h=c[b+5152>>2]|0;j=s;i=c[j>>2]|0;j=c[j+4>>2]|0;if((f|0)==2){Zc=2;gd=h;hd=g;id=e;jd=i;kd=j}else{Xc=f;bd=(f|0)<2?-1:1;dd=h;ed=i;fd=j;Sd=546}}do if((Sd|0)==546){f=2;while(1){Yd=Ke(b,f,g,e)|0;f=f+bd|0;if(!((Yd&ed|0)==0&(z&fd|0)==0)){Ud=d;Sd=886;break}e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;if((f|0)==(Xc|0)){Sd=549;break}}if((Sd|0)==549){kd=s;Zc=Xc;gd=dd;hd=g;id=e;jd=c[kd>>2]|0;kd=c[kd+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(gd<<3)|0;Yd=c[31120]|0;Vd=124464;Wd=124472;Wd=gx(c[Vd>>2]&(c[Xd>>2]^hd)|0,c[Vd+4>>2]&(c[Xd+4>>2]^id)|0,c[Wd>>2]|0,c[Wd+4>>2]|0)|0;Wd=jx(Wd|0,z|0,52)|0;Wd=Yd+(Wd<<3)|0;Yd=b+288|0;Xd=b+296|0;if(!((c[Wd>>2]&jd&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Wd+4>>2]&kd&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){Yd=d;return Yd|0}e=gd+49152+(Zc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}else{j=b+328|0;k=b+264|0;i=c[k>>2]&c[j>>2];j=c[k+4>>2]&c[j+4>>2];k=i&65280;i=i&-65281;s=b+320|0;r=s;q=c[r>>2]|0;r=c[r+4>>2]|0;p=jx(i|0,j|0,8)|0;p=p&Qd;g=z&Rd;jx(p|0,g|0,8)|0;l=b+1936|0;f=c[l>>2]|0;h=123392+(f<<3)|0;e=c[h+4>>2]|0;h=p&c[h>>2];g=g&e;e=Rd&65535&e&z;p=Td+336|0;o=c[p>>2]|0;p=c[p+4>>2]|0;i=o&i;j=p&j;if((i|0)==0&(j|0)==0)f=0;else{Yd=jx(i|0,j|0,8)|0;f=46272+((f&7)<<3)|0;Yd=Yd&Qd&~c[f>>2];f=z&Rd&~c[f+4>>2];jx(Yd|0,f|0,8)|0;h=Yd|h;g=f|g;f=0;e=Rd&255&z|e}if(!((h|0)==0&(g|0)==0)){i=d;while(1){Yd=Sa(h|0,g|0,0)|0;d=ax(h|0,g|0,-1,-1)|0;h=d&h;g=z&g;d=i+8|0;c[i>>2]=(Yd|512)+(Yd<<6);if((h|0)==0&(g|0)==0)break;else i=d}}if(!((f|0)==0&(e|0)==0)){g=d;while(1){Yd=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=(Yd|1024)+(Yd<<6);if((f|0)==0&(e|0)==0)break;else g=d}}F:do if(!((k|0)==0&0==0)){h=jx(k|0,0,9)|0;h=h&q;g=z&r;n=jx(k|0,0,7)|0;n=q&254&n;f=jx(k|0,0,8)|0;f=f&Qd;e=z&Rd;j=(c[b+360>>2]|0)==0?64:c[l>>2]|0;k=45760+(j<<3)|0;G:do if((j|0)==64)if((h|0)==0&(g|0)==0)m=64;else{do{Yd=ax(h|0,g|0,-1,-1)|0;h=Yd&h;g=z&g}while(!((h|0)==0&(g|0)==0));m=64}else while(1){do{if((h|0)==0&(g|0)==0){m=j;break G}i=Sa(h|0,g|0,0)|0;Yd=ax(h|0,g|0,-1,-1)|0;h=Yd&h;g=z&g;Yd=120320+(i<<3)|0;Sd=k}while((c[Sd>>2]&c[Yd>>2]|0)==0?(c[Sd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=i+16960+(i<<6);d=d+8|0}while(0);H:do if(!((n|0)==0&0==0)){if((m|0)==64){g=n;h=0;while(1){Yd=ax(g|0,h|0,-1,-1)|0;g=Yd&g;h=z&h;if((g|0)==0&(h|0)==0)break H}}l=45760+(m<<3)|0;k=c[l>>2]|0;l=c[l+4>>2]|0;g=n;h=0;while(1){while(1){i=Sa(g|0,h|0,0)|0;Yd=ax(g|0,h|0,-1,-1)|0;g=Yd&g;h=z&h;Yd=120320+(i<<3)|0;if(!((c[Yd>>2]&k|0)==0?(c[Yd+4>>2]&l|0)==0:0))break;if((g|0)==0&(h|0)==0)break H}j=d+8|0;c[d>>2]=i+16832+(i<<6);if((g|0)==0&(h|0)==0){d=j;break}else d=j}}while(0);if(!((f|0)==0&(e|0)==0)){if((m|0)==64)while(1){Yd=ax(f|0,e|0,-1,-1)|0;f=Yd&f;e=z&e;if((f|0)==0&(e|0)==0)break F}j=45760+(m<<3)|0;i=c[j>>2]|0;j=c[j+4>>2]|0;while(1){while(1){g=Sa(f|0,e|0,0)|0;Yd=ax(f|0,e|0,-1,-1)|0;f=Yd&f;e=z&e;Yd=120320+(g<<3)|0;if(!((c[Yd>>2]&i|0)==0?(c[Yd+4>>2]&j|0)==0:0))break;if((f|0)==0&(e|0)==0)break F}h=d+8|0;c[d>>2]=(g|16896)+(g<<6);if((f|0)==0&(e|0)==0){d=h;break}else d=h}}}while(0);e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64){j=Td+384|0;do{Yd=45760+(f<<3)|0;if(((c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0)?(Yd=120320+(f<<3)|0,V=j,U=c[Yd>>2]&Qd&c[V>>2],V=c[Yd+4>>2]&Rd&c[V+4>>2],!((U|0)==0&(V|0)==0)):0){i=f<<6;f=U;g=V;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+392|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=120832+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(ia=c[125952+(f*24|0)+16>>2]|0,Yd=125952+(f*24|0)|0,ja=125952+(f*24|0)+8|0,ja=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[ja>>2]|0,c[ja+4>>2]|0)|0,ja=jx(ja|0,z|0,55)|0,ja=ia+(ja<<3)|0,ia=c[ja>>2]&l,ja=c[ja+4>>2]&m,!((ia|0)==0&(ja|0)==0)):0){i=f<<6;f=ia;g=ja;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+400|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=121344+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(ya=c[124416+(f*24|0)+16>>2]|0,Yd=124416+(f*24|0)|0,za=124416+(f*24|0)+8|0,za=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[za>>2]|0,c[za+4>>2]|0)|0,za=jx(za|0,z|0,52)|0,za=ya+(za<<3)|0,ya=c[za>>2]&l,za=c[za+4>>2]&m,!((ya|0)==0&(za|0)==0)):0){i=f<<6;f=ya;g=za;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}f=b+3728|0;e=c[f>>2]|0;if((e|0)!=64){j=Td+408|0;m=Xd;l=c[m>>2]|0;m=c[m+4>>2]|0;k=c[j>>2]&Qd;j=c[j+4>>2]&Rd;do{Yd=121856+(e<<3)|0;if((!((c[Yd>>2]&k|0)==0?(c[Yd+4>>2]&j|0)==0:0)?(Yd=45760+(e<<3)|0,(c[Yd>>2]&o|0)==0?(c[Yd+4>>2]&p|0)==0:0):0)?(kb=c[124416+(e*24|0)+16>>2]|0,Sd=124416+(e*24|0)|0,lb=124416+(e*24|0)+8|0,lb=gx(c[Sd>>2]&l|0,c[Sd+4>>2]&m|0,c[lb>>2]|0,c[lb+4>>2]|0)|0,lb=jx(lb|0,z|0,52)|0,lb=kb+(lb<<3)|0,kb=c[lb>>2]|0,lb=c[lb+4>>2]|0,Sd=c[125952+(e*24|0)+16>>2]|0,Rd=125952+(e*24|0)|0,Yd=125952+(e*24|0)+8|0,Yd=gx(c[Rd>>2]&l|0,c[Rd+4>>2]&m|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Sd+(Yd<<3)|0,kb=(c[Yd>>2]|kb)&k,lb=(c[Yd+4>>2]|lb)&j,!((kb|0)==0&(lb|0)==0)):0){i=e<<6;e=kb;g=lb;while(1){Yd=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((e|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;e=c[f>>2]|0}while((e|0)!=64)}e=c[Td+24>>2]|0;if(!(e&12)){Yd=d;return Yd|0}k=Xd;i=c[k>>2]|0;k=c[k+4>>2]|0;Yd=b+5240|0;e=(e&4|0)==0|(c[Yd>>2]&i|0?1:(c[Yd+4>>2]&k|0)!=0);if(!(a[b+5356>>0]|0)){I:do if(!e){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{Yd=Ke(b,62,i,k)|0;if((Yd&q|0)==0&(z&r|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&q|0)==0&(z&r|0)==0)e=e+-1|0;else break I}e=f<<6}e=g+49152+e|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);i=Xd;h=c[i>>2]|0;i=c[i+4>>2]|0;Yd=b+5272|0;if(!((c[Yd>>2]&h|0)==0?(c[Yd+4>>2]&i|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+392>>2]|0){Sd=669;break}qc=64;tc=c[b+5176>>2]|0;Sd=670}else Sd=669;while(0);if((Sd|0)==669){e=c[b+3984>>2]|0;f=c[b+5176>>2]|0;if((e|0)==58){kc=58;nc=f}else{qc=e;tc=f;Sd=670}}J:do if((Sd|0)==670){g=s;f=c[g>>2]|0;g=c[g+4>>2]|0;Yd=Ke(b,58,h,i)|0;if((Yd&f|0)==0&(z&g|0)==0)e=59;else{Yd=d;return Yd|0}while(1){if((e|0)==(qc|0)){kc=qc;nc=tc;break J}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&f|0)==0&(z&g|0)==0)e=e+1|0;else{Ud=d;break}}return Ud|0}while(0);e=nc+49152+(kc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}K:do if(!e){f=c[b+3984>>2]|0;j=c[b+5160>>2]|0;h=(f|0)<62?-1:1;if((f|0)==62){h=3968;g=k;f=q;e=r}else{e=62;g=k;do{Yd=Ke(b,e,i,g)|0;e=e+h|0;if(!((Yd&q|0)==0&(z&r|0)==0))break K;g=Xd;i=c[g>>2]|0;g=c[g+4>>2]|0}while((e|0)!=(f|0));e=s;h=f<<6;f=c[e>>2]|0;e=c[e+4>>2]|0}Td=45760+(j<<3)|0;Yd=c[31480]|0;Rd=125904;Sd=125912;Sd=gx(c[Rd>>2]&(c[Td>>2]^i)|0,c[Rd+4>>2]&(c[Td+4>>2]^g)|0,c[Sd>>2]|0,c[Sd+4>>2]|0)|0;Sd=jx(Sd|0,z|0,52)|0;Sd=Yd+(Sd<<3)|0;Yd=b+288|0;Td=b+296|0;if(((c[Sd>>2]&f&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Sd+4>>2]&e&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)?(oc=j+49152+h|0,Me(b,oc)|0):0){c[d>>2]=oc;d=d+8|0}}while(0);e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;Yd=b+5272|0;if(!((c[Yd>>2]&g|0)==0?(c[Yd+4>>2]&e|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+392>>2]|0){Sd=648;break}md=s;Wc=64;ad=1;cd=c[b+5176>>2]|0;ld=c[md>>2]|0;md=c[md+4>>2]|0;Sd=649}else Sd=648;while(0);if((Sd|0)==648){f=c[b+3984>>2]|0;h=c[b+5176>>2]|0;j=s;i=c[j>>2]|0;j=c[j+4>>2]|0;if((f|0)==58){Yc=58;nd=h;od=g;pd=e;qd=i;rd=j}else{Wc=f;ad=(f|0)<58?-1:1;cd=h;ld=i;md=j;Sd=649}}do if((Sd|0)==649){f=58;while(1){Yd=Ke(b,f,g,e)|0;f=f+ad|0;if(!((Yd&ld|0)==0&(z&md|0)==0)){Ud=d;Sd=886;break}e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;if((f|0)==(Wc|0)){Sd=652;break}}if((Sd|0)==652){rd=s;Yc=Wc;nd=cd;od=g;pd=e;qd=c[rd>>2]|0;rd=c[rd+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(nd<<3)|0;Yd=c[31456]|0;Vd=125808;Wd=125816;Wd=gx(c[Vd>>2]&(c[Xd>>2]^od)|0,c[Vd+4>>2]&(c[Xd+4>>2]^pd)|0,c[Wd>>2]|0,c[Wd+4>>2]|0)|0;Wd=jx(Wd|0,z|0,52)|0;Wd=Yd+(Wd<<3)|0;Yd=b+288|0;Xd=b+296|0;if(!((c[Wd>>2]&qd&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Wd+4>>2]&rd&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){Yd=d;return Yd|0}e=nd+49152+(Yc<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}if(e){m=b+320|0;o=b+264|0;k=c[o>>2]&c[m>>2];m=c[o+4>>2]&c[m+4>>2];o=m&16711680;m=m&-16711681;u=b+328|0;t=u;s=c[t>>2]|0;t=c[t+4>>2]|0;e=kx(k|0,m|0,8)|0;e=e&Qd;g=z&Rd;j=kx(e|0,g|0,8)|0;r=(n|0)==1;if(r?(c[b+392>>2]|0)==0:0)l=64;else l=c[b+3984>>2]|0;h=123904+(l<<3)|0;q=c[h>>2]|0;i=q&e;h=c[h+4>>2]&g;n=Qd&-16777216;g=j&n&q;q=Td+344|0;p=c[q>>2]|0;q=c[q+4>>2]|0;j=p&k;e=q&m;if((j|0)==0&(e|0)==0)e=0;else{Pd=kx(j|0,e|0,8)|0;Yd=46272+((l&7)<<3)|0;Pd=Pd&Qd&~c[Yd>>2];Yd=z&Rd&~c[Yd+4>>2];e=kx(Pd|0,Yd|0,8)|0;i=Pd|i;h=Yd|h;g=e&n|g;e=0}if(!((i|0)==0&(h|0)==0)){j=d;while(1){Yd=Sa(i|0,h|0,0)|0;d=ax(i|0,h|0,-1,-1)|0;i=d&i;h=z&h;d=j+8|0;c[j>>2]=(Yd|-512)+(Yd<<6);if((i|0)==0&(h|0)==0)break;else j=d}}if(!((g|0)==0&(e|0)==0)){h=d;while(1){Yd=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=h+8|0;c[h>>2]=(Yd|-1024)+(Yd<<6);if((g|0)==0&(e|0)==0)break;else h=d}}L:do if(!(0==0&(o|0)==0)){i=kx(0,o|0,9)|0;i=i&s;j=z&t;kx(0,o|0,7)|0;k=t&2130706432&z;g=kx(0,o|0,8)|0;g=g&Qd;e=z&Rd;if(r?(c[b+392>>2]|0)==0:0)h=64;else h=c[b+3984>>2]|0;l=45760+(h<<3)|0;h=j;M:while(1){j=h;do{if((i|0)==0&(j|0)==0){i=0;h=k;break M}h=Sa(i|0,j|0,0)|0;Yd=ax(i|0,j|0,-1,-1)|0;i=Yd&i;j=z&j;Yd=120320+(h<<3)|0;Pd=l}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=h+15808+(h<<6);d=d+8|0;h=j}N:while(1){j=h;do{if((i|0)==0&(j|0)==0)break N;h=Sa(i|0,j|0,0)|0;Yd=ax(i|0,j|0,-1,-1)|0;i=Yd&i;j=z&j;Yd=120320+(h<<3)|0;Pd=l}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=h+15936+(h<<6);d=d+8|0;h=j}while(1){h=e;do{if((g|0)==0&(h|0)==0)break L;e=Sa(g|0,h|0,0)|0;Yd=ax(g|0,h|0,-1,-1)|0;g=Yd&g;h=z&h;Yd=120320+(e<<3)|0;Pd=l}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=(e|15872)+(e<<6);d=d+8|0;e=h}}while(0);e=b+912|0;g=c[e>>2]|0;if((g|0)!=64){k=Td+384|0;do{Yd=45760+(g<<3)|0;if(((c[Yd>>2]&p|0)==0?(c[Yd+4>>2]&q|0)==0:0)?(Yd=120320+(g<<3)|0,L=k,K=c[Yd>>2]&Qd&c[L>>2],L=c[Yd+4>>2]&Rd&c[L+4>>2],!((K|0)==0&(L|0)==0)):0){j=g<<6;g=K;h=L;while(1){Yd=Sa(g|0,h|0,0)|0;i=ax(g|0,h|0,-1,-1)|0;g=i&g;h=z&h;i=d+8|0;c[d>>2]=Yd+j;if((g|0)==0&(h|0)==0){d=i;break}else d=i}}e=e+4|0;g=c[e>>2]|0}while((g|0)!=64)}e=b+1168|0;g=c[e>>2]|0;if((g|0)!=64){n=Td+392|0;l=Xd;k=c[l>>2]|0;l=c[l+4>>2]|0;m=c[n>>2]&Qd;n=c[n+4>>2]&Rd;do{Yd=120832+(g<<3)|0;if((!((c[Yd>>2]&m|0)==0?(c[Yd+4>>2]&n|0)==0:0)?(Yd=45760+(g<<3)|0,(c[Yd>>2]&p|0)==0?(c[Yd+4>>2]&q|0)==0:0):0)?(_=c[125952+(g*24|0)+16>>2]|0,Yd=125952+(g*24|0)|0,$=125952+(g*24|0)+8|0,$=gx(c[Yd>>2]&k|0,c[Yd+4>>2]&l|0,c[$>>2]|0,c[$+4>>2]|0)|0,$=jx($|0,z|0,55)|0,$=_+($<<3)|0,_=c[$>>2]&m,$=c[$+4>>2]&n,!((_|0)==0&($|0)==0)):0){j=g<<6;g=_;h=$;while(1){Yd=Sa(g|0,h|0,0)|0;i=ax(g|0,h|0,-1,-1)|0;g=i&g;h=z&h;i=d+8|0;c[d>>2]=Yd+j;if((g|0)==0&(h|0)==0){d=i;break}else d=i}}e=e+4|0;g=c[e>>2]|0}while((g|0)!=64)}e=b+1424|0;g=c[e>>2]|0;if((g|0)!=64){n=Td+400|0;l=Xd;k=c[l>>2]|0;l=c[l+4>>2]|0;m=c[n>>2]&Qd;n=c[n+4>>2]&Rd;do{Yd=121344+(g<<3)|0;if((!((c[Yd>>2]&m|0)==0?(c[Yd+4>>2]&n|0)==0:0)?(Yd=45760+(g<<3)|0,(c[Yd>>2]&p|0)==0?(c[Yd+4>>2]&q|0)==0:0):0)?(oa=c[124416+(g*24|0)+16>>2]|0,Yd=124416+(g*24|0)|0,pa=124416+(g*24|0)+8|0,pa=gx(c[Yd>>2]&k|0,c[Yd+4>>2]&l|0,c[pa>>2]|0,c[pa+4>>2]|0)|0,pa=jx(pa|0,z|0,52)|0,pa=oa+(pa<<3)|0,oa=c[pa>>2]&m,pa=c[pa+4>>2]&n,!((oa|0)==0&(pa|0)==0)):0){j=g<<6;g=oa;h=pa;while(1){Yd=Sa(g|0,h|0,0)|0;i=ax(g|0,h|0,-1,-1)|0;g=i&g;h=z&h;i=d+8|0;c[d>>2]=Yd+j;if((g|0)==0&(h|0)==0){d=i;break}else d=i}}e=e+4|0;g=c[e>>2]|0}while((g|0)!=64)}g=b+1680|0;e=c[g>>2]|0;if((e|0)!=64){k=Td+408|0;n=Xd;m=c[n>>2]|0;n=c[n+4>>2]|0;l=c[k>>2]&Qd;k=c[k+4>>2]&Rd;do{Yd=121856+(e<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&k|0)==0:0)?(Yd=45760+(e<<3)|0,(c[Yd>>2]&p|0)==0?(c[Yd+4>>2]&q|0)==0:0):0)?(Ka=c[124416+(e*24|0)+16>>2]|0,Rd=124416+(e*24|0)|0,La=124416+(e*24|0)+8|0,La=gx(c[Rd>>2]&m|0,c[Rd+4>>2]&n|0,c[La>>2]|0,c[La+4>>2]|0)|0,La=jx(La|0,z|0,52)|0,La=Ka+(La<<3)|0,Ka=c[La>>2]|0,La=c[La+4>>2]|0,Rd=c[125952+(e*24|0)+16>>2]|0,Qd=125952+(e*24|0)|0,Yd=125952+(e*24|0)+8|0,Yd=gx(c[Qd>>2]&m|0,c[Qd+4>>2]&n|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Rd+(Yd<<3)|0,Ka=(c[Yd>>2]|Ka)&l,La=(c[Yd+4>>2]|La)&k,!((Ka|0)==0&(La|0)==0)):0){j=e<<6;e=Ka;h=La;while(1){Yd=Sa(e|0,h|0,0)|0;i=ax(e|0,h|0,-1,-1)|0;e=i&e;h=z&h;i=d+8|0;c[d>>2]=Yd+j;if((e|0)==0&(h|0)==0){d=i;break}else d=i}}g=g+4|0;e=c[g>>2]|0}while((e|0)!=64)}e=c[Td+24>>2]|0;if(!(e&3)){Yd=d;return Yd|0}g=Xd;i=c[g>>2]|0;g=c[g+4>>2]|0;Yd=b+5216|0;e=(e&1|0)==0|(c[Yd>>2]&i|0?1:(c[Yd+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){O:do if(!e){do if(r){if(c[b+360>>2]|0){Sd=764;break}bb=64;db=c[b+5148>>2]|0;Sd=765}else Sd=764;while(0);if((Sd|0)==764){e=c[b+1936>>2]|0;f=c[b+5148>>2]|0;if((e|0)==6){Ta=6;Xa=f}else{bb=e;db=f;Sd=765}}P:do if((Sd|0)==765){Yd=Ke(b,6,i,g)|0;if((Yd&s|0)==0&(z&t|0)==0)e=5;else break O;while(1){if((e|0)==(bb|0)){Ta=bb;Xa=db;break P}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&s|0)==0&(z&t|0)==0)e=e+-1|0;else break O}}while(0);e=Xa+49152+(Ta<<6)|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);i=Xd;h=c[i>>2]|0;i=c[i+4>>2]|0;Yd=b+5224|0;if(!((c[Yd>>2]&h|0)==0?(c[Yd+4>>2]&i|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+360>>2]|0){Sd=775;break}Jb=64;Kb=c[b+5152>>2]|0;Sd=776}else Sd=775;while(0);if((Sd|0)==775){e=c[b+1936>>2]|0;f=c[b+5152>>2]|0;if((e|0)==2){zb=2;Fb=f}else{Jb=e;Kb=f;Sd=776}}Q:do if((Sd|0)==776){g=u;f=c[g>>2]|0;g=c[g+4>>2]|0;Yd=Ke(b,2,h,i)|0;if((Yd&f|0)==0&(z&g|0)==0)e=3;else{Yd=d;return Yd|0}while(1){if((e|0)==(Jb|0)){zb=Jb;Fb=Kb;break Q}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&f|0)==0&(z&g|0)==0)e=e+1|0;else{Ud=d;break}}return Ud|0}while(0);e=Fb+49152+(zb<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}R:do if(!e){if(r?(c[b+360>>2]|0)==0:0){rb=64;tb=1;vb=c[b+5148>>2]|0;Sd=740}else{e=c[b+1936>>2]|0;h=c[b+5148>>2]|0;if((e|0)==6){gb=6;mb=h;f=i;Ua=g;Va=s;Wa=t}else{rb=e;tb=(e|0)<6?-1:1;vb=h;Sd=740}}if((Sd|0)==740){e=6;f=i;do{Yd=Ke(b,e,f,g)|0;e=e+tb|0;if(!((Yd&s|0)==0&(z&t|0)==0))break R;g=Xd;f=c[g>>2]|0;g=c[g+4>>2]|0}while((e|0)!=(rb|0));Wa=u;gb=rb;mb=vb;Ua=g;Va=c[Wa>>2]|0;Wa=c[Wa+4>>2]|0}Td=45760+(mb<<3)|0;Yd=c[31144]|0;Rd=124560;Sd=124568;Sd=gx(c[Rd>>2]&(c[Td>>2]^f)|0,c[Rd+4>>2]&(c[Td+4>>2]^Ua)|0,c[Sd>>2]|0,c[Sd+4>>2]|0)|0;Sd=jx(Sd|0,z|0,52)|0;Sd=Yd+(Sd<<3)|0;Yd=b+288|0;Td=b+296|0;if(((c[Sd>>2]&Va&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Sd+4>>2]&Wa&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)?(pb=mb+49152+(gb<<6)|0,Me(b,pb)|0):0){c[d>>2]=pb;d=d+8|0}}while(0);e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;Yd=b+5224|0;if(!((c[Yd>>2]&g|0)==0?(c[Yd+4>>2]&e|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&2)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+360>>2]|0){Sd=752;break}Vb=u;Nb=64;Rb=1;Tb=c[b+5152>>2]|0;Ub=c[Vb>>2]|0;Vb=c[Vb+4>>2]|0;Sd=753}else Sd=752;while(0);if((Sd|0)==752){f=c[b+1936>>2]|0;h=c[b+5152>>2]|0;j=u;i=c[j>>2]|0;j=c[j+4>>2]|0;if((f|0)==2){Pb=2;Wb=h;Xb=g;Yb=e;Zb=i;_b=j}else{Nb=f;Rb=(f|0)<2?-1:1;Tb=h;Ub=i;Vb=j;Sd=753}}do if((Sd|0)==753){f=2;while(1){Yd=Ke(b,f,g,e)|0;f=f+Rb|0;if(!((Yd&Ub|0)==0&(z&Vb|0)==0)){Ud=d;Sd=886;break}e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;if((f|0)==(Nb|0)){Sd=756;break}}if((Sd|0)==756){_b=u;Pb=Nb;Wb=Tb;Xb=g;Yb=e;Zb=c[_b>>2]|0;_b=c[_b+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(Wb<<3)|0;Yd=c[31120]|0;Vd=124464;Wd=124472;Wd=gx(c[Vd>>2]&(c[Xd>>2]^Xb)|0,c[Vd+4>>2]&(c[Xd+4>>2]^Yb)|0,c[Wd>>2]|0,c[Wd+4>>2]|0)|0;Wd=jx(Wd|0,z|0,52)|0;Wd=Yd+(Wd<<3)|0;Yd=b+288|0;Xd=b+296|0;if(!((c[Wd>>2]&Zb&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Wd+4>>2]&_b&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){Yd=d;return Yd|0}e=Wb+49152+(Pb<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}else{k=b+328|0;m=b+264|0;h=c[m>>2]&c[k>>2];k=c[m+4>>2]&c[k+4>>2];m=h&65280;h=h&-65281;s=b+320|0;r=s;q=c[r>>2]|0;r=c[r+4>>2]|0;e=jx(h|0,k|0,8)|0;e=e&Qd;f=z&Rd;jx(e|0,f|0,8)|0;g=z;p=(n|0)==1;if(p?(c[b+360>>2]|0)==0:0)j=64;else j=c[b+1936>>2]|0;i=123392+(j<<3)|0;o=c[i+4>>2]|0;i=c[i>>2]&e;f=o&f;l=Rd&255;e=g&l&o;o=Td+336|0;n=c[o>>2]|0;o=c[o+4>>2]|0;h=n&h;g=o&k;if((h|0)==0&(g|0)==0)g=0;else{Yd=jx(h|0,g|0,8)|0;g=46272+((j&7)<<3)|0;Yd=Yd&Qd&~c[g>>2];g=z&Rd&~c[g+4>>2];jx(Yd|0,g|0,8)|0;i=Yd|i;f=g|f;g=0;e=z&l|e}if(!((i|0)==0&(f|0)==0))while(1){Yd=Sa(i|0,f|0,0)|0;h=ax(i|0,f|0,-1,-1)|0;i=h&i;f=z&f;h=d+8|0;c[d>>2]=(Yd|512)+(Yd<<6);if((i|0)==0&(f|0)==0){d=h;break}else d=h}if(!((g|0)==0&(e|0)==0))while(1){Yd=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(Yd|1024)+(Yd<<6);if((g|0)==0&(e|0)==0){d=f;break}else d=f}S:do if(!((m|0)==0&0==0)){h=jx(m|0,0,9)|0;h=h&q;i=z&r;j=jx(m|0,0,7)|0;j=q&254&j;f=jx(m|0,0,8)|0;f=f&Qd;e=z&Rd;if(p?(c[b+360>>2]|0)==0:0)g=64;else g=c[b+1936>>2]|0;k=45760+(g<<3)|0;g=i;T:while(1){i=g;do{if((h|0)==0&(i|0)==0){g=j;h=0;break T}g=Sa(h|0,i|0,0)|0;Yd=ax(h|0,i|0,-1,-1)|0;h=Yd&h;i=z&i;Yd=120320+(g<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=g+16960+(g<<6);d=d+8|0;g=i}U:while(1){i=g;do{if((i|0)==0&(h|0)==0)break U;g=Sa(i|0,h|0,0)|0;Yd=ax(i|0,h|0,-1,-1)|0;i=Yd&i;h=z&h;Yd=120320+(g<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=g+16832+(g<<6);d=d+8|0;g=i}while(1){g=e;do{if((f|0)==0&(g|0)==0)break S;e=Sa(f|0,g|0,0)|0;Yd=ax(f|0,g|0,-1,-1)|0;f=Yd&f;g=z&g;Yd=120320+(e<<3)|0;Pd=k}while((c[Pd>>2]&c[Yd>>2]|0)==0?(c[Pd+4>>2]&c[Yd+4>>2]|0)==0:0);c[d>>2]=(e|16896)+(e<<6);d=d+8|0;e=g}}while(0);e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64){j=Td+384|0;do{Yd=45760+(f<<3)|0;if(((c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0)?(Yd=120320+(f<<3)|0,N=j,M=c[Yd>>2]&Qd&c[N>>2],N=c[Yd+4>>2]&Rd&c[N+4>>2],!((M|0)==0&(N|0)==0)):0){i=f<<6;f=M;g=N;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+392|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=120832+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0):0)?(aa=c[125952+(f*24|0)+16>>2]|0,Yd=125952+(f*24|0)|0,ba=125952+(f*24|0)+8|0,ba=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[ba>>2]|0,c[ba+4>>2]|0)|0,ba=jx(ba|0,z|0,55)|0,ba=aa+(ba<<3)|0,aa=c[ba>>2]&l,ba=c[ba+4>>2]&m,!((aa|0)==0&(ba|0)==0)):0){i=f<<6;f=aa;g=ba;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64){m=Td+400|0;k=Xd;j=c[k>>2]|0;k=c[k+4>>2]|0;l=c[m>>2]&Qd;m=c[m+4>>2]&Rd;do{Yd=121344+(f<<3)|0;if((!((c[Yd>>2]&l|0)==0?(c[Yd+4>>2]&m|0)==0:0)?(Yd=45760+(f<<3)|0,(c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0):0)?(qa=c[124416+(f*24|0)+16>>2]|0,Yd=124416+(f*24|0)|0,ra=124416+(f*24|0)+8|0,ra=gx(c[Yd>>2]&j|0,c[Yd+4>>2]&k|0,c[ra>>2]|0,c[ra+4>>2]|0)|0,ra=jx(ra|0,z|0,52)|0,ra=qa+(ra<<3)|0,qa=c[ra>>2]&l,ra=c[ra+4>>2]&m,!((qa|0)==0&(ra|0)==0)):0){i=f<<6;f=qa;g=ra;while(1){Yd=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((f|0)==0&(g|0)==0){d=h;break}else d=h}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}f=b+3728|0;e=c[f>>2]|0;if((e|0)!=64){j=Td+408|0;m=Xd;l=c[m>>2]|0;m=c[m+4>>2]|0;k=c[j>>2]&Qd;j=c[j+4>>2]&Rd;do{Yd=121856+(e<<3)|0;if((!((c[Yd>>2]&k|0)==0?(c[Yd+4>>2]&j|0)==0:0)?(Yd=45760+(e<<3)|0,(c[Yd>>2]&n|0)==0?(c[Yd+4>>2]&o|0)==0:0):0)?(Ma=c[124416+(e*24|0)+16>>2]|0,Rd=124416+(e*24|0)|0,Na=124416+(e*24|0)+8|0,Na=gx(c[Rd>>2]&l|0,c[Rd+4>>2]&m|0,c[Na>>2]|0,c[Na+4>>2]|0)|0,Na=jx(Na|0,z|0,52)|0,Na=Ma+(Na<<3)|0,Ma=c[Na>>2]|0,Na=c[Na+4>>2]|0,Rd=c[125952+(e*24|0)+16>>2]|0,Qd=125952+(e*24|0)|0,Yd=125952+(e*24|0)+8|0,Yd=gx(c[Qd>>2]&l|0,c[Qd+4>>2]&m|0,c[Yd>>2]|0,c[Yd+4>>2]|0)|0,Yd=jx(Yd|0,z|0,55)|0,Yd=Rd+(Yd<<3)|0,Ma=(c[Yd>>2]|Ma)&k,Na=(c[Yd+4>>2]|Na)&j,!((Ma|0)==0&(Na|0)==0)):0){i=e<<6;e=Ma;g=Na;while(1){Yd=Sa(e|0,g|0,0)|0;h=ax(e|0,g|0,-1,-1)|0;e=h&e;g=z&g;h=d+8|0;c[d>>2]=Yd+i;if((e|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;e=c[f>>2]|0}while((e|0)!=64)}e=c[Td+24>>2]|0;if(!(e&12)){Yd=d;return Yd|0}g=Xd;h=c[g>>2]|0;g=c[g+4>>2]|0;Yd=b+5240|0;e=(e&4|0)==0|(c[Yd>>2]&h|0?1:(c[Yd+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){V:do if(!e){do if(p){if(c[b+392>>2]|0){Sd=869;break}ab=64;eb=c[b+5160>>2]|0;Sd=870}else Sd=869;while(0);if((Sd|0)==869){e=c[b+3984>>2]|0;f=c[b+5160>>2]|0;if((e|0)==62){Ra=62;$a=f}else{ab=e;eb=f;Sd=870}}W:do if((Sd|0)==870){Yd=Ke(b,62,h,g)|0;if((Yd&q|0)==0&(z&r|0)==0)e=61;else break V;while(1){if((e|0)==(ab|0)){Ra=ab;$a=eb;break W}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&q|0)==0&(z&r|0)==0)e=e+-1|0;else break V}}while(0);e=$a+49152+(Ra<<6)|0;if(Me(b,e)|0){c[d>>2]=e;d=d+8|0}}while(0);i=Xd;h=c[i>>2]|0;i=c[i+4>>2]|0;Yd=b+5272|0;if(!((c[Yd>>2]&h|0)==0?(c[Yd+4>>2]&i|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+392>>2]|0){Sd=880;break}Ib=64;Lb=c[b+5176>>2]|0;Sd=881}else Sd=880;while(0);if((Sd|0)==880){e=c[b+3984>>2]|0;f=c[b+5176>>2]|0;if((e|0)==58){yb=58;Gb=f}else{Ib=e;Lb=f;Sd=881}}X:do if((Sd|0)==881){g=s;f=c[g>>2]|0;g=c[g+4>>2]|0;Yd=Ke(b,58,h,i)|0;if((Yd&f|0)==0&(z&g|0)==0)e=59;else{Yd=d;return Yd|0}while(1){if((e|0)==(Ib|0)){yb=Ib;Gb=Lb;break X}Yd=Xd;Yd=Ke(b,e,c[Yd>>2]|0,c[Yd+4>>2]|0)|0;if((Yd&f|0)==0&(z&g|0)==0)e=e+1|0;else{Ud=d;break}}return Ud|0}while(0);e=Gb+49152+(yb<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}Y:do if(!e){if(p?(c[b+392>>2]|0)==0:0){qb=64;sb=1;ub=c[b+5160>>2]|0;Sd=845}else{e=c[b+3984>>2]|0;f=c[b+5160>>2]|0;if((e|0)==62){fb=62;nb=f;cb=h;Ya=g;Za=q;_a=r}else{qb=e;sb=(e|0)<62?-1:1;ub=f;Sd=845}}if((Sd|0)==845){e=62;f=h;do{Yd=Ke(b,e,f,g)|0;e=e+sb|0;if(!((Yd&q|0)==0&(z&r|0)==0))break Y;g=Xd;f=c[g>>2]|0;g=c[g+4>>2]|0}while((e|0)!=(qb|0));_a=s;fb=qb;nb=ub;cb=f;Ya=g;Za=c[_a>>2]|0;_a=c[_a+4>>2]|0}Td=45760+(nb<<3)|0;Yd=c[31480]|0;Rd=125904;Sd=125912;Sd=gx(c[Rd>>2]&(c[Td>>2]^cb)|0,c[Rd+4>>2]&(c[Td+4>>2]^Ya)|0,c[Sd>>2]|0,c[Sd+4>>2]|0)|0;Sd=jx(Sd|0,z|0,52)|0;Sd=Yd+(Sd<<3)|0;Yd=b+288|0;Td=b+296|0;if(((c[Sd>>2]&Za&(c[Td>>2]|c[Yd>>2])|0)==0?(c[Sd+4>>2]&_a&(c[Td+4>>2]|c[Yd+4>>2])|0)==0:0)?(ob=nb+49152+(fb<<6)|0,Me(b,ob)|0):0){c[d>>2]=ob;d=d+8|0}}while(0);e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;Yd=b+5272|0;if(!((c[Yd>>2]&g|0)==0?(c[Yd+4>>2]&e|0)==0:0)){Yd=d;return Yd|0}if(!(c[(c[Vd>>2]|0)+24>>2]&8)){Yd=d;return Yd|0}do if((c[Wd>>2]|0)==1){if(c[b+392>>2]|0){Sd=857;break}ac=s;Mb=64;Qb=1;Sb=c[b+5176>>2]|0;$b=c[ac>>2]|0;ac=c[ac+4>>2]|0;Sd=858}else Sd=857;while(0);if((Sd|0)==857){f=c[b+3984>>2]|0;h=c[b+5176>>2]|0;j=s;i=c[j>>2]|0;j=c[j+4>>2]|0;if((f|0)==58){Ob=58;bc=h;cc=g;dc=e;ec=i;fc=j}else{Mb=f;Qb=(f|0)<58?-1:1;Sb=h;$b=i;ac=j;Sd=858}}do if((Sd|0)==858){f=58;while(1){Yd=Ke(b,f,g,e)|0;f=f+Qb|0;if(!((Yd&$b|0)==0&(z&ac|0)==0)){Ud=d;Sd=886;break}e=Xd;g=c[e>>2]|0;e=c[e+4>>2]|0;if((f|0)==(Mb|0)){Sd=861;break}}if((Sd|0)==861){fc=s;Ob=Mb;bc=Sb;cc=g;dc=e;ec=c[fc>>2]|0;fc=c[fc+4>>2]|0;break}else if((Sd|0)==886)return Ud|0}while(0);Xd=45760+(bc<<3)|0;Yd=c[31456]|0;Vd=125808;Wd=125816;Wd=gx(c[Vd>>2]&(c[Xd>>2]^cc)|0,c[Vd+4>>2]&(c[Xd+4>>2]^dc)|0,c[Wd>>2]|0,c[Wd+4>>2]|0)|0;Wd=jx(Wd|0,z|0,52)|0;Wd=Yd+(Wd<<3)|0;Yd=b+288|0;Xd=b+296|0;if(!((c[Wd>>2]&ec&(c[Xd>>2]|c[Yd>>2])|0)==0?(c[Wd+4>>2]&fc&(c[Xd+4>>2]|c[Yd+4>>2])|0)==0:0)){Yd=d;return Yd|0}e=bc+49152+(Ob<<6)|0;if(!(Me(b,e)|0)){Yd=d;return Yd|0}c[d>>2]=e;Yd=d+8|0;return Yd|0}}}return 0}
function zd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0;g=c[a+5340>>2]|0;e=a+320+((g^1)<<3)|0;I=e;H=c[I>>2]|0;I=c[I+4>>2]|0;F=c[a+5360>>2]|0;switch(F|0){case 1:{if(Ad(a)|0){o=e;p=c[o>>2]&H;o=c[o+4>>2]&I}else{p=H;o=I}if(!g){n=a+320|0;m=c[n>>2]|0;n=c[n+4>>2]|0;j=a+264|0;k=c[j>>2]&m;j=c[j+4>>2]&n;d=j&16711680;l=j&-16711681;if(!(0==0&(d|0)==0)){I=a+256|0;f=~c[I>>2];I=~c[I+4>>2];h=kx(0,d|0,9)|0;h=h&p;g=z&o;kx(0,d|0,7)|0;e=o&2130706432&z;d=kx(0,d|0,8)|0;f=d&p&f;d=z&o&I;if(!((h|0)==0&(g|0)==0)){i=b;while(1){H=Sa(h|0,g|0,0)|0;I=ax(h|0,g|0,-1,-1)|0;h=I&h;g=z&g;I=H<<6;c[i>>2]=H+28096+I;c[i+8>>2]=H+24e3+I;c[i+16>>2]=H+19904+I;c[i+24>>2]=H+15808+I;b=i+40|0;c[i+32>>2]=H+40384+I;if((h|0)==0&(g|0)==0)break;else i=b}}if(!(0==0&(e|0)==0)){g=b;h=0;while(1){H=Sa(h|0,e|0,0)|0;I=ax(h|0,e|0,-1,-1)|0;h=I&h;e=z&e;I=H<<6;c[g>>2]=H+28224+I;c[g+8>>2]=H+24128+I;c[g+16>>2]=H+20032+I;c[g+24>>2]=H+15936+I;b=g+40|0;c[g+32>>2]=H+40512+I;if((h|0)==0&(e|0)==0)break;else g=b}}if(!((f|0)==0&(d|0)==0))while(1){H=Sa(f|0,d|0,0)|0;I=ax(f|0,d|0,-1,-1)|0;f=I&f;d=z&d;I=H<<6;c[b>>2]=(H|28160)+I;c[b+8>>2]=(H|24064)+I;c[b+16>>2]=(H|19968)+I;c[b+24>>2]=(H|15872)+I;e=b+40|0;c[b+32>>2]=(H|40448)+I;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=kx(k|0,j|0,9)|0;g=p&-16843264&g;f=o&16711422&z;e=kx(k|0,j|0,7)|0;e=p&2139062016&e;d=o&8355711&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){I=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=I+-576+(I<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){I=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=I+-448+(I<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(D=123904+(d<<3)|0,B=k&c[D>>2],D=l&c[D+4>>2],!((B|0)==0&(D|0)==0)):0){g=d+8192|0;f=B;d=D;while(1){I=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(I<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&p;h=c[h+4>>2]&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){I=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=I+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;I=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[I>>2]&j|0,c[I+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&p;h=c[h+4>>2]&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){I=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=I+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;I=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[I>>2]&j|0,c[I+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&p;h=c[h+4>>2]&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){I=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=I+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1680|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;H=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[H>>2]&j|0,c[H+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;H=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;I=125952+(e*24|0)+8|0;I=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[I>>2]|0,c[I+4>>2]|0)|0;I=jx(I|0,z|0,55)|0;I=H+(I<<3)|0;f=(c[I>>2]|f)&p;h=(c[I+4>>2]|h)&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){I=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=I+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}e=a+304|0;d=c[e>>2]&m;e=c[e+4>>2]&n;if(!((d|0)==0&(e|0)==0))do{f=Sa(d|0,e|0,0)|0;i=ax(d|0,e|0,-1,-1)|0;d=i&d;e=z&e;i=122368+(f<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){I=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=b+8|0;c[b>>2]=I+j;if((h|0)==0&(f|0)==0){b=g;break}else b=g}}}while(!((d|0)==0&(e|0)==0));Ad(a)|0;a=b;return a|0}else{n=a+328|0;m=c[n>>2]|0;n=c[n+4>>2]|0;k=a+264|0;j=c[k>>2]&m;k=c[k+4>>2]&n;d=j&65280;l=j&-65281;if(!((d|0)==0&0==0)){I=a+256|0;f=~c[I>>2];I=~c[I+4>>2];h=jx(d|0,0,9)|0;h=h&p;g=z&o;e=jx(d|0,0,7)|0;e=p&254&e;d=jx(d|0,0,8)|0;f=d&p&f;d=z&o&I;if(!((h|0)==0&(g|0)==0)){i=h;while(1){H=Sa(i|0,g|0,0)|0;I=ax(i|0,g|0,-1,-1)|0;i=I&i;g=z&g;I=H<<6;c[b>>2]=H+29248+I;c[b+8>>2]=H+25152+I;c[b+16>>2]=H+21056+I;c[b+24>>2]=H+16960+I;h=b+40|0;c[b+32>>2]=H+41536+I;if((i|0)==0&(g|0)==0){b=h;break}else b=h}}if(!((e|0)==0&0==0)){g=0;while(1){H=Sa(e|0,g|0,0)|0;I=ax(e|0,g|0,-1,-1)|0;e=I&e;g=z&g;I=H<<6;c[b>>2]=H+29120+I;c[b+8>>2]=H+25024+I;c[b+16>>2]=H+20928+I;c[b+24>>2]=H+16832+I;h=b+40|0;c[b+32>>2]=H+41408+I;if((e|0)==0&(g|0)==0){b=h;break}else b=h}}if(!((f|0)==0&(d|0)==0))while(1){H=Sa(f|0,d|0,0)|0;I=ax(f|0,d|0,-1,-1)|0;f=I&f;d=z&d;I=H<<6;c[b>>2]=(H|29184)+I;c[b+8>>2]=(H|25088)+I;c[b+16>>2]=(H|20992)+I;c[b+24>>2]=(H|16896)+I;e=b+40|0;c[b+32>>2]=(H|41472)+I;if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(j|0,k|0,9)|0;g=p&2139062016&g;e=o&8355711&z;f=jx(j|0,k|0,7)|0;f=p&-16843264&f;d=o&16711422&z;if(!((g|0)==0&(e|0)==0)){h=g;while(1){I=Sa(h|0,e|0,0)|0;g=ax(h|0,e|0,-1,-1)|0;h=g&h;e=z&e;g=b+8|0;c[b>>2]=I+576+(I<<6);if((h|0)==0&(e|0)==0){b=g;break}else b=g}}if(!((f|0)==0&(d|0)==0))while(1){I=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=I+448+(I<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(E=123392+(d<<3)|0,C=l&c[E>>2],E=k&c[E+4>>2],!((C|0)==0&(E|0)==0)):0){g=d+8192|0;f=C;d=E;while(1){I=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(I<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&p;h=c[h+4>>2]&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){I=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=I+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;I=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[I>>2]&j|0,c[I+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&p;h=c[h+4>>2]&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){I=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=I+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;I=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[I>>2]&j|0,c[I+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&p;h=c[h+4>>2]&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){I=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=I+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3728|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;H=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[H>>2]&j|0,c[H+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;H=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;I=125952+(e*24|0)+8|0;I=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[I>>2]|0,c[I+4>>2]|0)|0;I=jx(I|0,z|0,55)|0;I=H+(I<<3)|0;f=(c[I>>2]|f)&p;h=(c[I+4>>2]|h)&o;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=b;e=h;while(1){I=Sa(f|0,e|0,0)|0;b=ax(f|0,e|0,-1,-1)|0;f=b&f;e=z&e;b=g+8|0;c[g>>2]=I+i;if((f|0)==0&(e|0)==0)break;else g=b}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}e=a+304|0;d=c[e>>2]&m;e=c[e+4>>2]&n;if(!((d|0)==0&(e|0)==0))do{f=Sa(d|0,e|0,0)|0;i=ax(d|0,e|0,-1,-1)|0;d=i&d;e=z&e;i=122368+(f<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=b;f=i;while(1){I=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=I+j;if((g|0)==0&(f|0)==0)break;else h=b}}}while(!((d|0)==0&(e|0)==0));Ad(a)|0;a=b;return a|0}}case 2:{d=122368+(c[a+400+((g<<3|6)<<8)>>2]<<3)|0;e=H&~c[d>>2];d=I&~c[d+4>>2];if(!g){a=Bd(a,b,e,d)|0;return a|0}else{a=Cd(a,b,e,d)|0;return a|0}}case 3:if(!g){l=a+320|0;e=a+264|0;m=c[e>>2]&c[l>>2];l=c[e+4>>2]&c[l+4>>2];e=l&16711680;n=l&-16711681;if(!(0==0&(e|0)==0)){G=a+256|0;h=~c[G>>2];G=~c[G+4>>2];j=kx(0,e|0,9)|0;j=j&H;i=z&I;kx(0,e|0,7)|0;g=I&2130706432&z;e=kx(0,e|0,8)|0;h=e&h;e=z&G;if(!((j|0)==0&(i|0)==0)){k=b;while(1){G=Sa(j|0,i|0,0)|0;b=ax(j|0,i|0,-1,-1)|0;j=b&j;i=z&i;b=k+8|0;c[k>>2]=G+28096+(G<<6);if((j|0)==0&(i|0)==0)break;else k=b}}if(!(0==0&(g|0)==0)){i=b;j=0;while(1){G=Sa(j|0,g|0,0)|0;b=ax(j|0,g|0,-1,-1)|0;j=b&j;g=z&g;b=i+8|0;c[i>>2]=G+28224+(G<<6);if((j|0)==0&(g|0)==0)break;else i=b}}if(!((h|0)==0&(e|0)==0))while(1){G=Sa(h|0,e|0,0)|0;g=ax(h|0,e|0,-1,-1)|0;h=g&h;e=z&e;g=b+8|0;c[b>>2]=(G|28160)+(G<<6);if((h|0)==0&(e|0)==0){b=g;break}else b=g}}i=kx(m|0,l|0,9)|0;i=H&-16843264&i;h=I&16711422&z;g=kx(m|0,l|0,7)|0;g=H&2139062016&g;e=I&8355711&z;if(!((i|0)==0&(h|0)==0)){j=b;while(1){G=Sa(i|0,h|0,0)|0;b=ax(i|0,h|0,-1,-1)|0;i=b&i;h=z&h;b=j+8|0;c[j>>2]=G+-576+(G<<6);if((i|0)==0&(h|0)==0)break;else j=b}}if(!((g|0)==0&(e|0)==0)){h=b;while(1){G=Sa(g|0,e|0,0)|0;b=ax(g|0,e|0,-1,-1)|0;g=b&g;e=z&e;b=h+8|0;c[h>>2]=G+-448+(G<<6);if((g|0)==0&(e|0)==0)break;else h=b}}e=c[(c[a+5352>>2]|0)+44>>2]|0;if((e|0)!=64?(d=123904+(e<<3)|0,f=m&c[d>>2],d=n&c[d+4>>2],!((f|0)==0&(d|0)==0)):0){g=e+8192|0;while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(G<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;G=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1680|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;F=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[F>>2]&j|0,c[F+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;F=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;G=125952+(e*24|0)+8|0;G=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[G>>2]|0,c[G+4>>2]|0)|0;G=jx(G|0,z|0,55)|0;G=F+(G<<3)|0;f=(c[G>>2]|f)&H;h=(c[G+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}e=c[a+1936>>2]|0;d=122368+(e<<3)|0;g=c[d>>2]&H;d=c[d+4>>2]&I;if((g|0)==0&(d|0)==0){a=b;return a|0}h=e<<6;f=b;e=g;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+h;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}else{k=a+328|0;d=a+264|0;j=c[d>>2]&c[k>>2];k=c[d+4>>2]&c[k+4>>2];d=j&65280;l=j&-65281;if(!((d|0)==0&0==0)){G=a+256|0;f=~c[G>>2];G=~c[G+4>>2];h=jx(d|0,0,9)|0;h=h&H;g=z&I;e=jx(d|0,0,7)|0;e=H&254&e;d=jx(d|0,0,8)|0;f=d&f;d=z&G;if(!((h|0)==0&(g|0)==0)){i=b;while(1){G=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=G+29248+(G<<6);if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){G=Sa(e|0,g|0,0)|0;b=ax(e|0,g|0,-1,-1)|0;e=b&e;g=z&g;b=h+8|0;c[h>>2]=G+29120+(G<<6);if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(G|29184)+(G<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(j|0,k|0,9)|0;g=H&2139062016&g;f=I&8355711&z;e=jx(j|0,k|0,7)|0;e=H&-16843264&e;d=I&16711422&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){G=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=G+576+(G<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){G=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=G+448+(G<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(p=123392+(d<<3)|0,m=l&c[p>>2],p=k&c[p+4>>2],!((m|0)==0&(p|0)==0)):0){g=d+8192|0;f=m;d=p;while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(G<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;G=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3728|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;F=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[F>>2]&j|0,c[F+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;F=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;G=125952+(e*24|0)+8|0;G=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[G>>2]|0,c[G+4>>2]|0)|0;G=jx(G|0,z|0,55)|0;G=F+(G<<3)|0;f=(c[G>>2]|f)&H;h=(c[G+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}e=c[a+3984>>2]|0;d=122368+(e<<3)|0;g=c[d>>2]&H;d=c[d+4>>2]&I;if((g|0)==0&(d|0)==0){a=b;return a|0}h=e<<6;f=b;e=g;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+h;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}case 4:if(!g){j=a+320|0;d=a+264|0;k=c[d>>2]&c[j>>2];j=c[d+4>>2]&c[j+4>>2];d=j&16711680;l=j&-16711681;if(!(0==0&(d|0)==0)){G=a+256|0;f=~c[G>>2];G=~c[G+4>>2];h=kx(0,d|0,9)|0;h=h&H;g=z&I;kx(0,d|0,7)|0;e=I&2130706432&z;d=kx(0,d|0,8)|0;f=d&f;d=z&G;if(!((h|0)==0&(g|0)==0)){i=b;while(1){G=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=G+28096+(G<<6);if((h|0)==0&(g|0)==0)break;else i=b}}if(!(0==0&(e|0)==0)){g=b;h=0;while(1){G=Sa(h|0,e|0,0)|0;b=ax(h|0,e|0,-1,-1)|0;h=b&h;e=z&e;b=g+8|0;c[g>>2]=G+28224+(G<<6);if((h|0)==0&(e|0)==0)break;else g=b}}if(!((f|0)==0&(d|0)==0))while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(G|28160)+(G<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=kx(k|0,j|0,9)|0;g=H&-16843264&g;f=I&16711422&z;e=kx(k|0,j|0,7)|0;e=H&2139062016&e;d=I&8355711&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){G=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=G+-576+(G<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){G=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=G+-448+(G<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(q=123904+(d<<3)|0,n=k&c[q>>2],q=l&c[q+4>>2],!((n|0)==0&(q|0)==0)):0){g=d+8192|0;f=n;d=q;while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(G<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;G=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1680|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;F=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[F>>2]&j|0,c[F+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;F=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;G=125952+(e*24|0)+8|0;G=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[G>>2]|0,c[G+4>>2]|0)|0;G=jx(G|0,z|0,55)|0;G=F+(G<<3)|0;f=(c[G>>2]|f)&H;h=(c[G+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}if(!(c[a+360>>2]|0)){a=b;return a|0}e=c[a+1936>>2]|0;d=122368+(e<<3)|0;g=c[d>>2]&H;d=c[d+4>>2]&I;if((g|0)==0&(d|0)==0){a=b;return a|0}h=e<<6;f=b;e=g;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+h;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}else{k=a+328|0;d=a+264|0;j=c[d>>2]&c[k>>2];k=c[d+4>>2]&c[k+4>>2];d=j&65280;l=j&-65281;if(!((d|0)==0&0==0)){G=a+256|0;f=~c[G>>2];G=~c[G+4>>2];h=jx(d|0,0,9)|0;h=h&H;g=z&I;e=jx(d|0,0,7)|0;e=H&254&e;d=jx(d|0,0,8)|0;f=d&f;d=z&G;if(!((h|0)==0&(g|0)==0)){i=b;while(1){G=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=G+29248+(G<<6);if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){G=Sa(e|0,g|0,0)|0;b=ax(e|0,g|0,-1,-1)|0;e=b&e;g=z&g;b=h+8|0;c[h>>2]=G+29120+(G<<6);if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(G|29184)+(G<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(j|0,k|0,9)|0;g=H&2139062016&g;f=I&8355711&z;e=jx(j|0,k|0,7)|0;e=H&-16843264&e;d=I&16711422&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){G=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=G+576+(G<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){G=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=G+448+(G<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(r=123392+(d<<3)|0,o=l&c[r>>2],r=k&c[r+4>>2],!((o|0)==0&(r|0)==0)):0){g=d+8192|0;f=o;d=r;while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(G<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;G=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3728|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;F=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[F>>2]&j|0,c[F+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;F=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;G=125952+(e*24|0)+8|0;G=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[G>>2]|0,c[G+4>>2]|0)|0;G=jx(G|0,z|0,55)|0;G=F+(G<<3)|0;f=(c[G>>2]|f)&H;h=(c[G+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}if(!(c[a+392>>2]|0)){a=b;return a|0}e=c[a+3984>>2]|0;d=122368+(e<<3)|0;g=c[d>>2]&H;d=c[d+4>>2]&I;if((g|0)==0&(d|0)==0){a=b;return a|0}h=e<<6;f=b;e=g;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+h;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}default:{d=(g|0)==0;if((F|0)==6)if(d){j=a+320|0;d=a+264|0;k=c[d>>2]&c[j>>2];j=c[d+4>>2]&c[j+4>>2];d=j&16711680;l=j&-16711681;if(!(0==0&(d|0)==0)){G=a+256|0;f=~c[G>>2];G=~c[G+4>>2];h=kx(0,d|0,9)|0;h=h&H;g=z&I;kx(0,d|0,7)|0;e=I&2130706432&z;d=kx(0,d|0,8)|0;f=d&f;d=z&G;if(!((h|0)==0&(g|0)==0)){i=b;while(1){G=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=G+28096+(G<<6);if((h|0)==0&(g|0)==0)break;else i=b}}if(!(0==0&(e|0)==0)){g=b;h=0;while(1){G=Sa(h|0,e|0,0)|0;b=ax(h|0,e|0,-1,-1)|0;h=b&h;e=z&e;b=g+8|0;c[g>>2]=G+28224+(G<<6);if((h|0)==0&(e|0)==0)break;else g=b}}if(!((f|0)==0&(d|0)==0))while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(G|28160)+(G<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=kx(k|0,j|0,9)|0;g=H&-16843264&g;f=I&16711422&z;e=kx(k|0,j|0,7)|0;e=H&2139062016&e;d=I&8355711&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){G=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=G+-576+(G<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){G=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=G+-448+(G<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(w=123904+(d<<3)|0,s=k&c[w>>2],w=l&c[w+4>>2],!((s|0)==0&(w|0)==0)):0){g=d+8192|0;f=s;d=w;while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(G<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;G=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1680|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;F=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[F>>2]&j|0,c[F+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;F=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;G=125952+(e*24|0)+8|0;G=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[G>>2]|0,c[G+4>>2]|0)|0;G=jx(G|0,z|0,55)|0;G=F+(G<<3)|0;f=(c[G>>2]|f)&H;h=(c[G+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}f=c[a+1936>>2]|0;d=122368+(f<<3)|0;e=c[d>>2]|0;d=c[d+4>>2]|0;G=117248+(f<<3)|0;a=a+256|0;e=c[G>>2]&e&~c[a>>2]|e&H;d=c[G+4>>2]&d&~c[a+4>>2]|d&I;if((e|0)==0&(d|0)==0){a=b;return a|0}g=f<<6;f=b;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+g;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}else{k=a+328|0;d=a+264|0;j=c[d>>2]&c[k>>2];k=c[d+4>>2]&c[k+4>>2];d=j&65280;l=j&-65281;if(!((d|0)==0&0==0)){G=a+256|0;f=~c[G>>2];G=~c[G+4>>2];h=jx(d|0,0,9)|0;h=h&H;g=z&I;e=jx(d|0,0,7)|0;e=H&254&e;d=jx(d|0,0,8)|0;f=d&f;d=z&G;if(!((h|0)==0&(g|0)==0)){i=b;while(1){G=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=G+29248+(G<<6);if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){G=Sa(e|0,g|0,0)|0;b=ax(e|0,g|0,-1,-1)|0;e=b&e;g=z&g;b=h+8|0;c[h>>2]=G+29120+(G<<6);if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(G|29184)+(G<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(j|0,k|0,9)|0;g=H&2139062016&g;f=I&8355711&z;e=jx(j|0,k|0,7)|0;e=H&-16843264&e;d=I&16711422&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){G=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=G+576+(G<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){G=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=G+448+(G<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(x=123392+(d<<3)|0,t=l&c[x>>2],x=k&c[x+4>>2],!((t|0)==0&(x|0)==0)):0){g=d+8192|0;f=t;d=x;while(1){G=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(G<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;G=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;G=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[G>>2]&j|0,c[G+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3728|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;F=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[F>>2]&j|0,c[F+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;F=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;G=125952+(e*24|0)+8|0;G=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[G>>2]|0,c[G+4>>2]|0)|0;G=jx(G|0,z|0,55)|0;G=F+(G<<3)|0;f=(c[G>>2]|f)&H;h=(c[G+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){G=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=G+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}f=c[a+3984>>2]|0;d=122368+(f<<3)|0;e=c[d>>2]|0;d=c[d+4>>2]|0;G=117248+(f<<3)|0;a=a+256|0;e=c[G>>2]&e&~c[a>>2]|e&H;d=c[G+4>>2]&d&~c[a+4>>2]|d&I;if((e|0)==0&(d|0)==0){a=b;return a|0}g=f<<6;f=b;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+g;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}if(d){j=a+320|0;d=a+264|0;k=c[d>>2]&c[j>>2];j=c[d+4>>2]&c[j+4>>2];d=j&16711680;l=j&-16711681;if(!(0==0&(d|0)==0)){E=a+256|0;f=~c[E>>2];E=~c[E+4>>2];h=kx(0,d|0,9)|0;h=h&H;g=z&I;kx(0,d|0,7)|0;e=I&2130706432&z;d=kx(0,d|0,8)|0;f=d&f;d=z&E;if(!((h|0)==0&(g|0)==0)){i=b;while(1){E=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=E+28096+(E<<6);if((h|0)==0&(g|0)==0)break;else i=b}}if(!(0==0&(e|0)==0)){g=b;h=0;while(1){E=Sa(h|0,e|0,0)|0;b=ax(h|0,e|0,-1,-1)|0;h=b&h;e=z&e;b=g+8|0;c[g>>2]=E+28224+(E<<6);if((h|0)==0&(e|0)==0)break;else g=b}}if(!((f|0)==0&(d|0)==0))while(1){E=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(E|28160)+(E<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=kx(k|0,j|0,9)|0;g=H&-16843264&g;f=I&16711422&z;e=kx(k|0,j|0,7)|0;e=H&2139062016&e;d=I&8355711&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){E=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=E+-576+(E<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){E=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=E+-448+(E<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(y=123904+(d<<3)|0,u=k&c[y>>2],y=l&c[y+4>>2],!((u|0)==0&(y|0)==0)):0){g=d+8192|0;f=u;d=y;while(1){E=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(E<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+912|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+1168|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1424|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;E=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+1680|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;D=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[D>>2]&j|0,c[D+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;D=c[125952+(e*24|0)+16>>2]|0;C=125952+(e*24|0)|0;E=125952+(e*24|0)+8|0;E=gx(c[C>>2]&j|0,c[C+4>>2]&k|0,c[E>>2]|0,c[E+4>>2]|0)|0;E=jx(E|0,z|0,55)|0;E=D+(E<<3)|0;f=(c[E>>2]|f)&H;h=(c[E+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}switch(F|0){case 4:{if(!(c[a+360>>2]|0)){a=b;return a|0}else G=390;break}case 1:{if(!(c[a+360>>2]|0))f=64;else G=390;break}default:G=390}if((G|0)==390)f=c[a+1936>>2]|0;d=122368+(f<<3)|0;e=c[d>>2]&H;d=c[d+4>>2]&I;if((e|0)==0&(d|0)==0){a=b;return a|0}g=f<<6;f=b;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+g;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}else{k=a+328|0;d=a+264|0;j=c[d>>2]&c[k>>2];k=c[d+4>>2]&c[k+4>>2];d=j&65280;l=j&-65281;if(!((d|0)==0&0==0)){E=a+256|0;f=~c[E>>2];E=~c[E+4>>2];h=jx(d|0,0,9)|0;h=h&H;g=z&I;e=jx(d|0,0,7)|0;e=H&254&e;d=jx(d|0,0,8)|0;f=d&f;d=z&E;if(!((h|0)==0&(g|0)==0)){i=b;while(1){E=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=E+29248+(E<<6);if((h|0)==0&(g|0)==0)break;else i=b}}if(!((e|0)==0&0==0)){h=b;g=0;while(1){E=Sa(e|0,g|0,0)|0;b=ax(e|0,g|0,-1,-1)|0;e=b&e;g=z&g;b=h+8|0;c[h>>2]=E+29120+(E<<6);if((e|0)==0&(g|0)==0)break;else h=b}}if(!((f|0)==0&(d|0)==0))while(1){E=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=(E|29184)+(E<<6);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}g=jx(j|0,k|0,9)|0;g=H&2139062016&g;f=I&8355711&z;e=jx(j|0,k|0,7)|0;e=H&-16843264&e;d=I&16711422&z;if(!((g|0)==0&(f|0)==0)){h=b;while(1){E=Sa(g|0,f|0,0)|0;b=ax(g|0,f|0,-1,-1)|0;g=b&g;f=z&f;b=h+8|0;c[h>>2]=E+576+(E<<6);if((g|0)==0&(f|0)==0)break;else h=b}}if(!((e|0)==0&(d|0)==0)){f=b;while(1){E=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=E+448+(E<<6);if((e|0)==0&(d|0)==0)break;else f=b}}d=c[(c[a+5352>>2]|0)+44>>2]|0;if((d|0)!=64?(A=123392+(d<<3)|0,v=l&c[A>>2],A=k&c[A+4>>2],!((v|0)==0&(A|0)==0)):0){g=d+8192|0;f=v;d=A;while(1){E=Sa(f|0,d|0,0)|0;e=ax(f|0,d|0,-1,-1)|0;f=e&f;d=z&d;e=b+8|0;c[b>>2]=g+(E<<6|24576);if((f|0)==0&(d|0)==0){b=e;break}else b=e}}d=a+2960|0;e=c[d>>2]|0;if((e|0)!=64)do{h=120320+(e<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64);d=a+3216|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[125952+(e*24|0)+16>>2]|0;E=125952+(e*24|0)|0;h=125952+(e*24|0)+8|0;h=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,55)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3472|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;E=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[E>>2]&j|0,c[E+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]&H;h=c[h+4>>2]&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}d=a+3728|0;e=c[d>>2]|0;if((e|0)!=64){k=a+256|0;j=c[k>>2]|0;k=c[k+4>>2]|0;do{f=c[124416+(e*24|0)+16>>2]|0;D=124416+(e*24|0)|0;h=124416+(e*24|0)+8|0;h=gx(c[D>>2]&j|0,c[D+4>>2]&k|0,c[h>>2]|0,c[h+4>>2]|0)|0;h=jx(h|0,z|0,52)|0;h=f+(h<<3)|0;f=c[h>>2]|0;h=c[h+4>>2]|0;D=c[125952+(e*24|0)+16>>2]|0;C=125952+(e*24|0)|0;E=125952+(e*24|0)+8|0;E=gx(c[C>>2]&j|0,c[C+4>>2]&k|0,c[E>>2]|0,c[E+4>>2]|0)|0;E=jx(E|0,z|0,55)|0;E=D+(E<<3)|0;f=(c[E>>2]|f)&H;h=(c[E+4>>2]|h)&I;if(!((f|0)==0&(h|0)==0)){i=e<<6;g=f;e=h;while(1){E=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=b+8|0;c[b>>2]=E+i;if((g|0)==0&(e|0)==0){b=f;break}else b=f}}d=d+4|0;e=c[d>>2]|0}while((e|0)!=64)}switch(F|0){case 4:{if(!(c[a+392>>2]|0)){a=b;return a|0}else G=435;break}case 1:{if(!(c[a+392>>2]|0))f=64;else G=435;break}default:G=435}if((G|0)==435)f=c[a+3984>>2]|0;d=122368+(f<<3)|0;e=c[d>>2]&H;d=c[d+4>>2]&I;if((e|0)==0&(d|0)==0){a=b;return a|0}g=f<<6;f=b;while(1){a=Sa(e|0,d|0,0)|0;b=ax(e|0,d|0,-1,-1)|0;e=b&e;d=z&d;b=f+8|0;c[f>>2]=a+g;if((e|0)==0&(d|0)==0)break;else f=b}return b|0}}}return 0}function Ad(a){a=a|0;var b=0,d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;if((c[(c[a+5352>>2]|0)+44>>2]|0)!=64){k=1;return k|0}i=c[a+5340>>2]|0;k=a+320+((i^1)<<3)|0;j=c[k>>2]|0;k=c[k+4>>2]|0;g=a+320+(i<<3)|0;h=c[g>>2]|0;g=c[g+4>>2]|0;d=a+264|0;b=c[d>>2]&h;d=c[d+4>>2]&g;g=bx(h|0,g|0,b|0,d|0)|0;h=z;if(!i){f=kx(b|0,d|0,7)|0;e=z&2139062143;d=kx(b|0,d|0,9)|0;b=f&2139062016;d=d&-16843264;f=z&-16843010}else{f=jx(b|0,d|0,9)|0;e=z&8355711;d=jx(b|0,d|0,7)|0;b=f&2139062143;d=d&-16843010;f=z&16711422}if(!(((b|d)&j|0)==0&((e|f)&k|0)==0)){k=1;return k|0}i=a+256|0;while(1){if((g|0)==0&(h|0)==0){b=0;d=14;break}b=Sa(g|0,h|0,0)|0;d=ax(g|0,h|0,-1,-1)|0;g=d&g;h=z&h;d=c[a+(b<<2)>>2]|0;f=i;e=c[f>>2]|0;f=c[f+4>>2]|0;switch(d&7){case 3:{m=c[125952+(b*24|0)+16>>2]|0;l=125952+(b*24|0)|0;d=125952+(b*24|0)+8|0;d=m+((jx(gx(c[l>>2]&e|0,c[l+4>>2]&f|0,c[d>>2]|0,c[d+4>>2]|0)|0,z|0,55)|0)<<3)|0;b=c[d>>2]|0;d=c[d+4>>2]|0;break}case 4:{l=c[124416+(b*24|0)+16>>2]|0;m=124416+(b*24|0)|0;d=124416+(b*24|0)+8|0;d=l+((jx(gx(c[m>>2]&e|0,c[m+4>>2]&f|0,c[d>>2]|0,c[d+4>>2]|0)|0,z|0,52)|0)<<3)|0;b=c[d>>2]|0;d=c[d+4>>2]|0;break}case 5:{o=c[125952+(b*24|0)+16>>2]|0;l=125952+(b*24|0)|0;d=125952+(b*24|0)+8|0;d=o+((jx(gx(c[l>>2]&e|0,c[l+4>>2]&f|0,c[d>>2]|0,c[d+4>>2]|0)|0,z|0,55)|0)<<3)|0;l=c[d>>2]|0;d=c[d+4>>2]|0;o=c[124416+(b*24|0)+16>>2]|0;n=124416+(b*24|0)|0;m=124416+(b*24|0)+8|0;m=o+((jx(gx(c[n>>2]&e|0,c[n+4>>2]&f|0,c[m>>2]|0,c[m+4>>2]|0)|0,z|0,52)|0)<<3)|0;b=c[m>>2]|l;d=c[m+4>>2]|d;break}default:{d=119296+((d&7)<<9)+(b<<3)|0;b=c[d>>2]|0;d=c[d+4>>2]|0}}if(!((b&j|0)==0&(d&k|0)==0)){b=1;d=14;break}}if((d|0)==14)return b|0;return 0}function Bd(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0;o=a+320|0;g=a+264|0;p=c[g>>2]&c[o>>2];o=c[g+4>>2]&c[o+4>>2];g=o&16711680;q=o&-16711681;if(!(0==0&(g|0)==0)){l=a+256|0;j=~c[l>>2];l=~c[l+4>>2];i=(c[a+5352>>2]|0)+56|0;i=(c[i>>2]|0)==0&(c[i+4>>2]|0)==0;k=kx(0,g|0,9)|0;k=k&d;m=z&e;kx(0,g|0,7)|0;n=e&2130706432&z;g=kx(0,g|0,8)|0;j=g&j&(i?-1:d);i=z&l&(i?-1:e);if(!((k|0)==0&(m|0)==0)){l=k;g=m;while(1){m=Sa(l|0,g|0,0)|0;k=ax(l|0,g|0,-1,-1)|0;l=k&l;g=z&g;k=b+8|0;c[b>>2]=m+28096+(m<<6);if((l|0)==0&(g|0)==0){b=k;break}else b=k}}if(!(0==0&(n|0)==0)){l=0;g=n;while(1){n=Sa(l|0,g|0,0)|0;k=ax(l|0,g|0,-1,-1)|0;l=k&l;g=z&g;k=b+8|0;c[b>>2]=n+28224+(n<<6);if((l|0)==0&(g|0)==0){b=k;break}else b=k}}if(!((j|0)==0&(i|0)==0))while(1){n=Sa(j|0,i|0,0)|0;g=ax(j|0,i|0,-1,-1)|0;j=g&j;i=z&i;g=b+8|0;c[b>>2]=(n|28160)+(n<<6);if((j|0)==0&(i|0)==0){b=g;break}else b=g}}k=kx(p|0,o|0,9)|0;k=d&-16843264&k;i=e&16711422&z;j=kx(p|0,o|0,7)|0;j=d&2139062016&j;g=e&8355711&z;if(!((k|0)==0&(i|0)==0)){l=k;while(1){o=Sa(l|0,i|0,0)|0;k=ax(l|0,i|0,-1,-1)|0;l=k&l;i=z&i;k=b+8|0;c[b>>2]=o+-576+(o<<6);if((l|0)==0&(i|0)==0){b=k;break}else b=k}}if(!((j|0)==0&(g|0)==0))while(1){o=Sa(j|0,g|0,0)|0;i=ax(j|0,g|0,-1,-1)|0;j=i&j;g=z&g;i=b+8|0;c[b>>2]=o+-448+(o<<6);if((j|0)==0&(g|0)==0){b=i;break}else b=i}g=c[(c[a+5352>>2]|0)+44>>2]|0;if((g|0)!=64?(f=123904+(g<<3)|0,h=p&c[f>>2],f=q&c[f+4>>2],!((h|0)==0&(f|0)==0)):0){i=g+8192|0;while(1){q=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=b+8|0;c[b>>2]=i+(q<<6|24576);if((h|0)==0&(f|0)==0){b=g;break}else b=g}}f=a+912|0;g=c[f>>2]|0;if((g|0)!=64)do{j=120320+(g<<3)|0;h=c[j>>2]&d;j=c[j+4>>2]&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){q=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=b+8|0;c[b>>2]=q+k;if((i|0)==0&(g|0)==0){b=h;break}else b=h}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64);f=a+1168|0;g=c[f>>2]|0;if((g|0)!=64){m=a+256|0;l=c[m>>2]|0;m=c[m+4>>2]|0;do{h=c[125952+(g*24|0)+16>>2]|0;q=125952+(g*24|0)|0;j=125952+(g*24|0)+8|0;j=gx(c[q>>2]&l|0,c[q+4>>2]&m|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,55)|0;j=h+(j<<3)|0;h=c[j>>2]&d;j=c[j+4>>2]&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=b;g=j;while(1){q=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=q+k;if((h|0)==0&(g|0)==0)break;else i=b}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64)}f=a+1424|0;g=c[f>>2]|0;if((g|0)!=64){m=a+256|0;l=c[m>>2]|0;m=c[m+4>>2]|0;do{h=c[124416+(g*24|0)+16>>2]|0;q=124416+(g*24|0)|0;j=124416+(g*24|0)+8|0;j=gx(c[q>>2]&l|0,c[q+4>>2]&m|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=h+(j<<3)|0;h=c[j>>2]&d;j=c[j+4>>2]&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=b;g=j;while(1){q=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=q+k;if((h|0)==0&(g|0)==0)break;else i=b}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64)}f=a+1680|0;g=c[f>>2]|0;if((g|0)!=64){m=a+256|0;l=c[m>>2]|0;m=c[m+4>>2]|0;do{h=c[124416+(g*24|0)+16>>2]|0;p=124416+(g*24|0)|0;j=124416+(g*24|0)+8|0;j=gx(c[p>>2]&l|0,c[p+4>>2]&m|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=h+(j<<3)|0;h=c[j>>2]|0;j=c[j+4>>2]|0;p=c[125952+(g*24|0)+16>>2]|0;o=125952+(g*24|0)|0;q=125952+(g*24|0)+8|0;q=gx(c[o>>2]&l|0,c[o+4>>2]&m|0,c[q>>2]|0,c[q+4>>2]|0)|0;q=jx(q|0,z|0,55)|0;q=p+(q<<3)|0;h=(c[q>>2]|h)&d;j=(c[q+4>>2]|j)&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=b;g=j;while(1){q=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=q+k;if((h|0)==0&(g|0)==0)break;else i=b}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64)}switch(c[a+5360>>2]|0){case 4:{if(!(c[a+360>>2]|0)){e=b;return e|0}else r=42;break}case 1:{if(!(c[a+360>>2]|0))f=64;else r=42;break}default:r=42}if((r|0)==42)f=c[a+1936>>2]|0;g=122368+(f<<3)|0;h=c[g>>2]&d;g=c[g+4>>2]&e;if((h|0)==0&(g|0)==0){e=b;return e|0}i=f<<6;while(1){e=Sa(h|0,g|0,0)|0;f=ax(h|0,g|0,-1,-1)|0;h=f&h;g=z&g;f=b+8|0;c[b>>2]=e+i;if((h|0)==0&(g|0)==0)break;else b=f}return f|0}function Cd(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0;p=a+328|0;g=a+264|0;o=c[g>>2]&c[p>>2];p=c[g+4>>2]&c[p+4>>2];g=o&65280;q=o&-65281;if(!((g|0)==0&0==0)){l=a+256|0;i=~c[l>>2];l=~c[l+4>>2];j=(c[a+5352>>2]|0)+56|0;j=(c[j>>2]|0)==0&(c[j+4>>2]|0)==0;k=jx(g|0,0,9)|0;k=k&d;m=z&e;n=jx(g|0,0,7)|0;n=d&254&n;g=jx(g|0,0,8)|0;i=g&i&(j?-1:d);j=z&l&(j?-1:e);if(!((k|0)==0&(m|0)==0)){l=k;g=m;while(1){m=Sa(l|0,g|0,0)|0;k=ax(l|0,g|0,-1,-1)|0;l=k&l;g=z&g;k=b+8|0;c[b>>2]=m+29248+(m<<6);if((l|0)==0&(g|0)==0){b=k;break}else b=k}}if(!((n|0)==0&0==0)){g=n;k=0;while(1){n=Sa(g|0,k|0,0)|0;l=ax(g|0,k|0,-1,-1)|0;g=l&g;k=z&k;l=b+8|0;c[b>>2]=n+29120+(n<<6);if((g|0)==0&(k|0)==0){b=l;break}else b=l}}if(!((i|0)==0&(j|0)==0))while(1){n=Sa(i|0,j|0,0)|0;g=ax(i|0,j|0,-1,-1)|0;i=g&i;j=z&j;g=b+8|0;c[b>>2]=(n|29184)+(n<<6);if((i|0)==0&(j|0)==0){b=g;break}else b=g}}k=jx(o|0,p|0,9)|0;k=d&2139062016&k;i=e&8355711&z;j=jx(o|0,p|0,7)|0;j=d&-16843264&j;g=e&16711422&z;if(!((k|0)==0&(i|0)==0)){l=k;while(1){o=Sa(l|0,i|0,0)|0;k=ax(l|0,i|0,-1,-1)|0;l=k&l;i=z&i;k=b+8|0;c[b>>2]=o+576+(o<<6);if((l|0)==0&(i|0)==0){b=k;break}else b=k}}if(!((j|0)==0&(g|0)==0))while(1){o=Sa(j|0,g|0,0)|0;i=ax(j|0,g|0,-1,-1)|0;j=i&j;g=z&g;i=b+8|0;c[b>>2]=o+448+(o<<6);if((j|0)==0&(g|0)==0){b=i;break}else b=i}g=c[(c[a+5352>>2]|0)+44>>2]|0;if((g|0)!=64?(f=123392+(g<<3)|0,h=q&c[f>>2],f=p&c[f+4>>2],!((h|0)==0&(f|0)==0)):0){i=g+8192|0;while(1){q=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=b+8|0;c[b>>2]=i+(q<<6|24576);if((h|0)==0&(f|0)==0){b=g;break}else b=g}}f=a+2960|0;g=c[f>>2]|0;if((g|0)!=64)do{j=120320+(g<<3)|0;h=c[j>>2]&d;j=c[j+4>>2]&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){q=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=b+8|0;c[b>>2]=q+k;if((i|0)==0&(g|0)==0){b=h;break}else b=h}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64);f=a+3216|0;g=c[f>>2]|0;if((g|0)!=64){m=a+256|0;l=c[m>>2]|0;m=c[m+4>>2]|0;do{h=c[125952+(g*24|0)+16>>2]|0;q=125952+(g*24|0)|0;j=125952+(g*24|0)+8|0;j=gx(c[q>>2]&l|0,c[q+4>>2]&m|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,55)|0;j=h+(j<<3)|0;h=c[j>>2]&d;j=c[j+4>>2]&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=b;g=j;while(1){q=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=q+k;if((h|0)==0&(g|0)==0)break;else i=b}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64)}f=a+3472|0;g=c[f>>2]|0;if((g|0)!=64){m=a+256|0;l=c[m>>2]|0;m=c[m+4>>2]|0;do{h=c[124416+(g*24|0)+16>>2]|0;q=124416+(g*24|0)|0;j=124416+(g*24|0)+8|0;j=gx(c[q>>2]&l|0,c[q+4>>2]&m|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=h+(j<<3)|0;h=c[j>>2]&d;j=c[j+4>>2]&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=b;g=j;while(1){q=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=q+k;if((h|0)==0&(g|0)==0)break;else i=b}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64)}f=a+3728|0;g=c[f>>2]|0;if((g|0)!=64){m=a+256|0;l=c[m>>2]|0;m=c[m+4>>2]|0;do{h=c[124416+(g*24|0)+16>>2]|0;p=124416+(g*24|0)|0;j=124416+(g*24|0)+8|0;j=gx(c[p>>2]&l|0,c[p+4>>2]&m|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=h+(j<<3)|0;h=c[j>>2]|0;j=c[j+4>>2]|0;p=c[125952+(g*24|0)+16>>2]|0;o=125952+(g*24|0)|0;q=125952+(g*24|0)+8|0;q=gx(c[o>>2]&l|0,c[o+4>>2]&m|0,c[q>>2]|0,c[q+4>>2]|0)|0;q=jx(q|0,z|0,55)|0;q=p+(q<<3)|0;h=(c[q>>2]|h)&d;j=(c[q+4>>2]|j)&e;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=b;g=j;while(1){q=Sa(h|0,g|0,0)|0;b=ax(h|0,g|0,-1,-1)|0;h=b&h;g=z&g;b=i+8|0;c[i>>2]=q+k;if((h|0)==0&(g|0)==0)break;else i=b}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64)}switch(c[a+5360>>2]|0){case 4:{if(!(c[a+392>>2]|0)){e=b;return e|0}else r=42;break}case 1:{if(!(c[a+392>>2]|0))f=64;else r=42;break}default:r=42}if((r|0)==42)f=c[a+3984>>2]|0;g=122368+(f<<3)|0;h=c[g>>2]&d;g=c[g+4>>2]&e;if((h|0)==0&(g|0)==0){e=b;return e|0}i=f<<6;while(1){e=Sa(h|0,g|0,0)|0;f=ax(h|0,g|0,-1,-1)|0;h=f&h;g=z&g;f=b+8|0;c[b>>2]=e+i;if((h|0)==0&(g|0)==0)break;else b=f}return f|0}function Dd(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;f=c[b+5340>>2]|0;w=b+256|0;u=w;v=c[u>>2]|0;u=c[u+4>>2]|0;s=~v;t=~u;r=b+5360|0;o=c[r>>2]|0;switch(o|0){case 1:{if(Ad(b)|0){o=b+320+((f^1)<<3)|0;p=c[o>>2]&s;o=c[o+4>>2]&t}else{p=s;o=t}if(!f){n=b+320|0;m=c[n>>2]|0;n=c[n+4>>2]|0;g=b+264|0;f=c[g+4>>2]&n;k=f&16711680;j=b+328|0;i=c[j>>2]|0;j=c[j+4>>2]|0;f=kx(c[g>>2]&m|0,f|0,8)|0;f=p&-256&f;g=o&16777215&z;e=kx(f|0,g|0,8)|0;e=p&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){v=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(v|-512)+(v<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){v=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(v|-1024)+(v<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(k|0)==0)){h=kx(0,k|0,9)|0;i=h&i;h=z&j;kx(0,k|0,7)|0;f=j&2130706432&z;g=kx(0,k|0,8)|0;g=g&p;e=z&o;if(!((i|0)==0&(h|0)==0)){j=d;while(1){u=Sa(i|0,h|0,0)|0;v=ax(i|0,h|0,-1,-1)|0;i=v&i;h=z&h;v=u<<6;c[j>>2]=u+28096+v;c[j+8>>2]=u+24e3+v;c[j+16>>2]=u+19904+v;c[j+24>>2]=u+15808+v;d=j+40|0;c[j+32>>2]=u+40384+v;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){u=Sa(i|0,f|0,0)|0;v=ax(i|0,f|0,-1,-1)|0;i=v&i;f=z&f;v=u<<6;c[h>>2]=u+28224+v;c[h+8>>2]=u+24128+v;c[h+16>>2]=u+20032+v;c[h+24>>2]=u+15936+v;d=h+40|0;c[h+32>>2]=u+40512+v;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){u=Sa(g|0,e|0,0)|0;v=ax(g|0,e|0,-1,-1)|0;g=v&g;e=z&e;v=u<<6;c[d>>2]=(u|28160)+v;c[d+8>>2]=(u|24064)+v;c[d+16>>2]=(u|19968)+v;c[d+24>>2]=(u|15872)+v;f=d+40|0;c[d+32>>2]=(u|40448)+v;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64){l=w;k=c[l>>2]|0;l=c[l+4>>2]|0;do{g=c[125952+(f*24|0)+16>>2]|0;v=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[v>>2]&k|0,c[v+4>>2]&l|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64){l=w;k=c[l>>2]|0;l=c[l+4>>2]|0;do{g=c[124416+(f*24|0)+16>>2]|0;v=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[v>>2]&k|0,c[v+4>>2]&l|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64){l=w;k=c[l>>2]|0;l=c[l+4>>2]|0;do{g=c[124416+(f*24|0)+16>>2]|0;u=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[u>>2]&k|0,c[u+4>>2]&l|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;u=c[125952+(f*24|0)+16>>2]|0;t=125952+(f*24|0)|0;v=125952+(f*24|0)+8|0;v=gx(c[t>>2]&k|0,c[t+4>>2]&l|0,c[v>>2]|0,c[v+4>>2]|0)|0;v=jx(v|0,z|0,55)|0;v=u+(v<<3)|0;g=(c[v>>2]|g)&p;i=(c[v+4>>2]|i)&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}f=b+304|0;e=c[f>>2]&m;f=c[f+4>>2]&n;if(!((e|0)==0&(f|0)==0))do{g=Sa(e|0,f|0,0)|0;j=ax(e|0,f|0,-1,-1)|0;e=j&e;f=z&f;j=122368+(g<<3)|0;h=c[j>>2]&p;j=c[j+4>>2]&o;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){v=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=v+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}}while(!((e|0)==0&(f|0)==0));if(Ad(b)|0){b=d;return b|0}h=c[(c[b+5352>>2]|0)+24>>2]|0;if(!(h&3)){b=d;return b|0}g=w;f=c[g>>2]|0;g=c[g+4>>2]|0;e=b+5216|0;e=(h&1|0)==0|(c[e>>2]&f|0?1:(c[e+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){if(!e){c[d>>2]=(c[b+5084>>2]<<6)+49152+(c[b+5148>>2]|0);d=d+8|0}w=b+5224|0;if((h&2|0)==0|(c[w>>2]&f|0?1:(c[w+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5088>>2]<<6)+49152+(c[b+5152>>2]|0);b=d+8|0;return b|0}else{if(!e){c[d>>2]=(c[b+5084>>2]<<6)+49152+(c[b+5148>>2]|0);d=d+8|0}w=b+5224|0;if((h&2|0)==0|(c[w>>2]&f|0?1:(c[w+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5088>>2]<<6)+49152+(c[b+5152>>2]|0);b=d+8|0;return b|0}}else{n=b+328|0;m=c[n>>2]|0;n=c[n+4>>2]|0;f=b+264|0;g=c[f>>2]&m;l=g&65280;j=b+320|0;k=c[j>>2]|0;j=c[j+4>>2]|0;f=jx(g|0,c[f+4>>2]&n|0,8)|0;f=p&-256&f;g=o&16777215&z;jx(f|0,g|0,8)|0;e=o&255&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){v=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(v|512)+(v<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){v=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(v|1024)+(v<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((l|0)==0&0==0)){i=jx(l|0,0,9)|0;i=i&k;h=z&j;f=jx(l|0,0,7)|0;f=k&254&f;g=jx(l|0,0,8)|0;g=g&p;e=z&o;if(!((i|0)==0&(h|0)==0)){j=d;while(1){u=Sa(i|0,h|0,0)|0;v=ax(i|0,h|0,-1,-1)|0;i=v&i;h=z&h;v=u<<6;c[j>>2]=u+29248+v;c[j+8>>2]=u+25152+v;c[j+16>>2]=u+21056+v;c[j+24>>2]=u+16960+v;d=j+40|0;c[j+32>>2]=u+41536+v;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){u=Sa(f|0,h|0,0)|0;v=ax(f|0,h|0,-1,-1)|0;f=v&f;h=z&h;v=u<<6;c[i>>2]=u+29120+v;c[i+8>>2]=u+25024+v;c[i+16>>2]=u+20928+v;c[i+24>>2]=u+16832+v;d=i+40|0;c[i+32>>2]=u+41408+v;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){u=Sa(g|0,e|0,0)|0;v=ax(g|0,e|0,-1,-1)|0;g=v&g;e=z&e;v=u<<6;c[d>>2]=(u|29184)+v;c[d+8>>2]=(u|25088)+v;c[d+16>>2]=(u|20992)+v;c[d+24>>2]=(u|16896)+v;f=d+40|0;c[d+32>>2]=(u|41472)+v;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64){l=w;k=c[l>>2]|0;l=c[l+4>>2]|0;do{g=c[125952+(f*24|0)+16>>2]|0;v=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[v>>2]&k|0,c[v+4>>2]&l|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64){l=w;k=c[l>>2]|0;l=c[l+4>>2]|0;do{g=c[124416+(f*24|0)+16>>2]|0;v=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[v>>2]&k|0,c[v+4>>2]&l|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&p;i=c[i+4>>2]&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64){l=w;k=c[l>>2]|0;l=c[l+4>>2]|0;do{g=c[124416+(f*24|0)+16>>2]|0;u=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[u>>2]&k|0,c[u+4>>2]&l|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;u=c[125952+(f*24|0)+16>>2]|0;t=125952+(f*24|0)|0;v=125952+(f*24|0)+8|0;v=gx(c[t>>2]&k|0,c[t+4>>2]&l|0,c[v>>2]|0,c[v+4>>2]|0)|0;v=jx(v|0,z|0,55)|0;v=u+(v<<3)|0;g=(c[v>>2]|g)&p;i=(c[v+4>>2]|i)&o;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){v=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=v+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64)}f=b+304|0;e=c[f>>2]&m;f=c[f+4>>2]&n;if(!((e|0)==0&(f|0)==0))do{g=Sa(e|0,f|0,0)|0;j=ax(e|0,f|0,-1,-1)|0;e=j&e;f=z&f;j=122368+(g<<3)|0;h=c[j>>2]&p;j=c[j+4>>2]&o;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){v=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=v+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}}while(!((e|0)==0&(f|0)==0));if(Ad(b)|0){b=d;return b|0}h=c[(c[b+5352>>2]|0)+24>>2]|0;if(!(h&12)){b=d;return b|0}g=w;f=c[g>>2]|0;g=c[g+4>>2]|0;e=b+5240|0;e=(h&4|0)==0|(c[e>>2]&f|0?1:(c[e+4>>2]&g|0)!=0);if(!(a[b+5356>>0]|0)){if(!e){c[d>>2]=(c[b+5096>>2]<<6)+49152+(c[b+5160>>2]|0);d=d+8|0}w=b+5272|0;if((h&8|0)==0|(c[w>>2]&f|0?1:(c[w+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5112>>2]<<6)+49152+(c[b+5176>>2]|0);b=d+8|0;return b|0}else{if(!e){c[d>>2]=(c[b+5096>>2]<<6)+49152+(c[b+5160>>2]|0);d=d+8|0}w=b+5272|0;if((h&8|0)==0|(c[w>>2]&f|0?1:(c[w+4>>2]&g|0)!=0)){b=d;return b|0}c[d>>2]=(c[b+5112>>2]<<6)+49152+(c[b+5176>>2]|0);b=d+8|0;return b|0}}}case 2:if(!f){g=b+320|0;e=b+264|0;f=c[e+4>>2]&c[g+4>>2];k=f&16711680;j=b+328|0;n=c[b+1936>>2]|0;m=122368+(n<<3)|0;l=c[m>>2]|0;m=c[m+4>>2]|0;i=c[j>>2]&~l;j=c[j+4>>2]&~m;f=kx(c[e>>2]&c[g>>2]|0,f|0,8)|0;f=s&-256&f;g=t&16777215&z;e=kx(f|0,g|0,8)|0;e=s&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){w=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(w|-512)+(w<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){w=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(w|-1024)+(w<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(k|0)==0)){h=kx(0,k|0,9)|0;i=i&h;h=j&z;kx(0,k|0,7)|0;f=z&2130706432&j;g=kx(0,k|0,8)|0;g=g&s;e=z&t;if(!((i|0)==0&(h|0)==0)){j=d;while(1){r=Sa(i|0,h|0,0)|0;w=ax(i|0,h|0,-1,-1)|0;i=w&i;h=z&h;w=r<<6;c[j>>2]=r+24e3+w;c[j+8>>2]=r+19904+w;d=j+24|0;c[j+16>>2]=r+15808+w;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){r=Sa(i|0,f|0,0)|0;w=ax(i|0,f|0,-1,-1)|0;i=w&i;f=z&f;w=r<<6;c[h>>2]=r+24128+w;c[h+8>>2]=r+20032+w;d=h+24|0;c[h+16>>2]=r+15936+w;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){r=Sa(g|0,e|0,0)|0;w=ax(g|0,e|0,-1,-1)|0;g=w&g;e=z&e;w=r<<6;c[d>>2]=(r|24064)+w;c[d+8>>2]=(r|19968)+w;f=d+24|0;c[d+16>>2]=(r|15872)+w;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;w=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[w>>2]&v|0,c[w+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;w=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[w>>2]&v|0,c[w+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;r=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[r>>2]&v|0,c[r+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;r=c[125952+(f*24|0)+16>>2]|0;q=125952+(f*24|0)|0;w=125952+(f*24|0)+8|0;w=gx(c[q>>2]&v|0,c[q+4>>2]&u|0,c[w>>2]|0,c[w+4>>2]|0)|0;w=jx(w|0,z|0,55)|0;w=r+(w<<3)|0;g=(c[w>>2]|g)&s;i=(c[w+4>>2]|i)&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);g=l&s;e=m&t;if(!((g|0)==0&(e|0)==0)){h=n<<6;while(1){w=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=w+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if(!(c[(c[b+5352>>2]|0)+24>>2]&3)){b=d;return b|0}if(!(a[b+5356>>0]|0)){b=Hd(b,Gd(b,d)|0)|0;return b|0}else{b=Fd(b,Ed(b,d)|0)|0;return b|0}}else{f=b+328|0;g=b+264|0;e=c[g>>2]&c[f>>2];l=e&65280;j=b+320|0;o=c[b+3984>>2]|0;n=122368+(o<<3)|0;m=c[n>>2]|0;n=c[n+4>>2]|0;k=c[j>>2]&~m;j=c[j+4>>2]&~n;f=jx(e|0,c[g+4>>2]&c[f+4>>2]|0,8)|0;f=s&-256&f;g=t&16777215&z;jx(f|0,g|0,8)|0;e=t&255&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){w=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(w|512)+(w<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){w=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(w|1024)+(w<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((l|0)==0&0==0)){i=jx(l|0,0,9)|0;i=k&i;h=j&z;f=jx(l|0,0,7)|0;f=f&254&k;g=jx(l|0,0,8)|0;g=g&s;e=z&t;if(!((i|0)==0&(h|0)==0)){j=d;while(1){r=Sa(i|0,h|0,0)|0;w=ax(i|0,h|0,-1,-1)|0;i=w&i;h=z&h;w=r<<6;c[j>>2]=r+25152+w;c[j+8>>2]=r+21056+w;d=j+24|0;c[j+16>>2]=r+16960+w;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){r=Sa(f|0,h|0,0)|0;w=ax(f|0,h|0,-1,-1)|0;f=w&f;h=z&h;w=r<<6;c[i>>2]=r+25024+w;c[i+8>>2]=r+20928+w;d=i+24|0;c[i+16>>2]=r+16832+w;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){r=Sa(g|0,e|0,0)|0;w=ax(g|0,e|0,-1,-1)|0;g=w&g;e=z&e;w=r<<6;c[d>>2]=(r|25088)+w;c[d+8>>2]=(r|20992)+w;f=d+24|0;c[d+16>>2]=(r|16896)+w;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;w=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[w>>2]&v|0,c[w+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;w=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[w>>2]&v|0,c[w+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;r=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[r>>2]&v|0,c[r+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;r=c[125952+(f*24|0)+16>>2]|0;q=125952+(f*24|0)|0;w=125952+(f*24|0)+8|0;w=gx(c[q>>2]&v|0,c[q+4>>2]&u|0,c[w>>2]|0,c[w+4>>2]|0)|0;w=jx(w|0,z|0,55)|0;w=r+(w<<3)|0;g=(c[w>>2]|g)&s;i=(c[w+4>>2]|i)&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){w=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=w+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);g=m&s;e=n&t;if(!((g|0)==0&(e|0)==0)){h=o<<6;while(1){w=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=w+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if(!(c[(c[b+5352>>2]|0)+24>>2]&12)){b=d;return b|0}if(!(a[b+5356>>0]|0)){b=Ld(b,Kd(b,d)|0)|0;return b|0}else{b=Jd(b,Id(b,d)|0)|0;return b|0}}case 3:if(!f){l=b+320|0;e=b+264|0;g=c[e+4>>2]&c[l+4>>2];k=g&16711680;o=b+328|0;n=o;m=c[n>>2]|0;n=c[n+4>>2]|0;g=kx(c[e>>2]&c[l>>2]|0,g|0,8)|0;l=s&-256;e=t&16777215;g=g&l;h=z&e;f=kx(g|0,h|0,8)|0;f=s&-16777216&f;if(!((g|0)==0&(h|0)==0)){i=d;while(1){p=Sa(g|0,h|0,0)|0;d=ax(g|0,h|0,-1,-1)|0;g=d&g;h=z&h;d=i+8|0;c[i>>2]=(p|-512)+(p<<6);if((g|0)==0&(h|0)==0)break;else i=d}}if(!((f|0)==0&0==0)){h=d;g=0;while(1){p=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(p|-1024)+(p<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(k|0)==0)){j=kx(0,k|0,9)|0;j=j&m;i=z&n;kx(0,k|0,7)|0;g=n&2130706432&z;h=kx(0,k|0,8)|0;h=h&s;f=z&t;if(!((j|0)==0&(i|0)==0)){k=d;while(1){x=Sa(j|0,i|0,0)|0;p=ax(j|0,i|0,-1,-1)|0;j=p&j;i=z&i;p=x<<6;c[k>>2]=x+24e3+p;c[k+8>>2]=x+19904+p;d=k+24|0;c[k+16>>2]=x+15808+p;if((j|0)==0&(i|0)==0)break;else k=d}}if(!(0==0&(g|0)==0)){i=d;j=0;while(1){p=Sa(j|0,g|0,0)|0;x=ax(j|0,g|0,-1,-1)|0;j=x&j;g=z&g;x=p<<6;c[i>>2]=p+24128+x;c[i+8>>2]=p+20032+x;d=i+24|0;c[i+16>>2]=p+15936+x;if((j|0)==0&(g|0)==0)break;else i=d}}if(!((h|0)==0&(f|0)==0))while(1){p=Sa(h|0,f|0,0)|0;x=ax(h|0,f|0,-1,-1)|0;h=x&h;f=z&f;x=p<<6;c[d>>2]=(p|24064)+x;c[d+8>>2]=(p|19968)+x;g=d+24|0;c[d+16>>2]=(p|15872)+x;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}f=b+912|0;g=c[f>>2]|0;if((g|0)!=64)do{j=120320+(g<<3)|0;h=c[j>>2]&s;j=c[j+4>>2]&t;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){x=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=x+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64);f=b+1168|0;g=c[f>>2]|0;if((g|0)!=64)do{h=c[125952+(g*24|0)+16>>2]|0;x=125952+(g*24|0)|0;j=125952+(g*24|0)+8|0;j=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,55)|0;j=h+(j<<3)|0;h=c[j>>2]&s;j=c[j+4>>2]&t;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){x=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=x+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64);f=b+1424|0;g=c[f>>2]|0;if((g|0)!=64)do{h=c[124416+(g*24|0)+16>>2]|0;x=124416+(g*24|0)|0;j=124416+(g*24|0)+8|0;j=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=h+(j<<3)|0;h=c[j>>2]&s;j=c[j+4>>2]&t;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){x=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=x+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64);f=b+1680|0;g=c[f>>2]|0;if((g|0)!=64)do{h=c[124416+(g*24|0)+16>>2]|0;p=124416+(g*24|0)|0;j=124416+(g*24|0)+8|0;j=gx(c[p>>2]&v|0,c[p+4>>2]&u|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=h+(j<<3)|0;h=c[j>>2]|0;j=c[j+4>>2]|0;p=c[125952+(g*24|0)+16>>2]|0;k=125952+(g*24|0)|0;x=125952+(g*24|0)+8|0;x=gx(c[k>>2]&v|0,c[k+4>>2]&u|0,c[x>>2]|0,c[x+4>>2]|0)|0;x=jx(x|0,z|0,55)|0;x=p+(x<<3)|0;h=(c[x>>2]|h)&s;j=(c[x+4>>2]|j)&t;if(!((h|0)==0&(j|0)==0)){k=g<<6;i=h;g=j;while(1){x=Sa(i|0,g|0,0)|0;h=ax(i|0,g|0,-1,-1)|0;i=h&i;g=z&g;h=d+8|0;c[d>>2]=x+k;if((i|0)==0&(g|0)==0){d=h;break}else d=h}}f=f+4|0;g=c[f>>2]|0}while((g|0)!=64);if(c[b+4496>>2]|0){if(((l|0)!=0|(e|0)!=0)&(c[b+4500>>2]|0)!=0){g=d;f=l;while(1){x=Sa(f|0,e|0,0)|0;d=ax(f|0,e|0,-1,-1)|0;f=d&f;e=z&e;d=g+8|0;c[g>>2]=(x|36864)+64;if((f|0)==0&(e|0)==0)break;else g=d}}h=(v|0)!=-1|(u|0)!=-1;if(h&(c[b+4504>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=x|36992;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}if(h&(c[b+4508>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=(x|36864)+192;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}if(h&(c[b+4512>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=x|37120;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}if(h&(c[b+4516>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=(x|36864)+320;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}}f=c[b+1936>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&s;e=c[e+4>>2]&t;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){x=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=x+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&3)){x=d;return x|0}if(a[b+5356>>0]|0){x=Nd(b,Md(b,d)|0)|0;return x|0}x=b+5216|0;a:do if(!((e&1|0)==0|(c[x>>2]&v|0?1:(c[x+4>>2]&u|0)!=0))){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{x=Ke(b,6,v,u)|0;if((x&m|0)==0&(z&n|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;x=w;x=Ke(b,e,c[x>>2]|0,c[x+4>>2]|0)|0;if((x&m|0)==0&(z&n|0)==0)e=e+-1|0;else break a}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;x=b+5224|0;if(!((c[x>>2]&g|0)==0?(c[x+4>>2]&j|0)==0:0)){x=d;return x|0}if(!(c[(c[h>>2]|0)+24>>2]&2)){x=d;return x|0}if((c[r>>2]|0)==1?(c[b+360>>2]|0)==0:0){f=64;e=c[b+5152>>2]|0;q=244}else{f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else q=244}b:do if((q|0)==244){i=o;h=c[i>>2]|0;i=c[i+4>>2]|0;x=Ke(b,2,g,j)|0;if((x&h|0)==0&(z&i|0)==0)g=3;else{x=d;return x|0}while(1){if((g|0)==(f|0))break b;x=w;x=Ke(b,g,c[x>>2]|0,c[x+4>>2]|0)|0;if((x&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);x=d+8|0;return x|0}else{h=b+328|0;g=b+264|0;e=c[g>>2]&c[h>>2];l=e&65280;o=b+320|0;n=o;m=c[n>>2]|0;n=c[n+4>>2]|0;h=jx(e|0,c[g+4>>2]&c[h+4>>2]|0,8)|0;g=s&-256;e=t&16777215;h=h&g;i=z&e;jx(h|0,i|0,8)|0;f=t&255&z;if(!((h|0)==0&(i|0)==0)){j=d;while(1){x=Sa(h|0,i|0,0)|0;d=ax(h|0,i|0,-1,-1)|0;h=d&h;i=z&i;d=j+8|0;c[j>>2]=(x|512)+(x<<6);if((h|0)==0&(i|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){x=Sa(i|0,f|0,0)|0;d=ax(i|0,f|0,-1,-1)|0;i=d&i;f=z&f;d=h+8|0;c[h>>2]=(x|1024)+(x<<6);if((i|0)==0&(f|0)==0)break;else h=d}}if(!((l|0)==0&0==0)){k=jx(l|0,0,9)|0;k=k&m;j=z&n;h=jx(l|0,0,7)|0;h=m&254&h;i=jx(l|0,0,8)|0;i=i&s;f=z&t;if(!((k|0)==0&(j|0)==0)){l=d;while(1){p=Sa(k|0,j|0,0)|0;x=ax(k|0,j|0,-1,-1)|0;k=x&k;j=z&j;x=p<<6;c[l>>2]=p+25152+x;c[l+8>>2]=p+21056+x;d=l+24|0;c[l+16>>2]=p+16960+x;if((k|0)==0&(j|0)==0)break;else l=d}}if(!((h|0)==0&0==0)){k=d;j=0;while(1){p=Sa(h|0,j|0,0)|0;x=ax(h|0,j|0,-1,-1)|0;h=x&h;j=z&j;x=p<<6;c[k>>2]=p+25024+x;c[k+8>>2]=p+20928+x;d=k+24|0;c[k+16>>2]=p+16832+x;if((h|0)==0&(j|0)==0)break;else k=d}}if(!((i|0)==0&(f|0)==0))while(1){p=Sa(i|0,f|0,0)|0;x=ax(i|0,f|0,-1,-1)|0;i=x&i;f=z&f;x=p<<6;c[d>>2]=(p|25088)+x;c[d+8>>2]=(p|20992)+x;h=d+24|0;c[d+16>>2]=(p|16896)+x;if((i|0)==0&(f|0)==0){d=h;break}else d=h}}f=b+2960|0;h=c[f>>2]|0;if((h|0)!=64)do{k=120320+(h<<3)|0;i=c[k>>2]&s;k=c[k+4>>2]&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){x=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=x+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);f=b+3216|0;h=c[f>>2]|0;if((h|0)!=64)do{i=c[125952+(h*24|0)+16>>2]|0;x=125952+(h*24|0)|0;k=125952+(h*24|0)+8|0;k=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,55)|0;k=i+(k<<3)|0;i=c[k>>2]&s;k=c[k+4>>2]&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){x=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=x+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);f=b+3472|0;h=c[f>>2]|0;if((h|0)!=64)do{i=c[124416+(h*24|0)+16>>2]|0;x=124416+(h*24|0)|0;k=124416+(h*24|0)+8|0;k=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,52)|0;k=i+(k<<3)|0;i=c[k>>2]&s;k=c[k+4>>2]&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){x=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=x+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);f=b+3728|0;h=c[f>>2]|0;if((h|0)!=64)do{i=c[124416+(h*24|0)+16>>2]|0;p=124416+(h*24|0)|0;k=124416+(h*24|0)+8|0;k=gx(c[p>>2]&v|0,c[p+4>>2]&u|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,52)|0;k=i+(k<<3)|0;i=c[k>>2]|0;k=c[k+4>>2]|0;p=c[125952+(h*24|0)+16>>2]|0;l=125952+(h*24|0)|0;x=125952+(h*24|0)+8|0;x=gx(c[l>>2]&v|0,c[l+4>>2]&u|0,c[x>>2]|0,c[x+4>>2]|0)|0;x=jx(x|0,z|0,55)|0;x=p+(x<<3)|0;i=(c[x>>2]|i)&s;k=(c[x+4>>2]|k)&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){x=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=x+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);if(c[b+4528>>2]|0){if(((g|0)!=0|(e|0)!=0)&(c[b+4532>>2]|0)!=0)while(1){x=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(x|36864)+576;if((g|0)==0&(e|0)==0){d=f;break}else d=f}h=(v|0)!=-1|(u|0)!=-1;if(h&(c[b+4536>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=x|37504;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}if(h&(c[b+4540>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=(x|36864)+704;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}if(h&(c[b+4544>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=x|37632;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}if(h&(c[b+4548>>2]|0)!=0){e=s;f=t;while(1){x=Sa(e|0,f|0,0)|0;g=ax(e|0,f|0,-1,-1)|0;e=g&e;f=z&f;g=d+8|0;c[d>>2]=(x|36864)+832;if((e|0)==0&(f|0)==0){d=g;break}else d=g}}}f=c[b+3984>>2]|0;e=122368+(f<<3)|0;g=c[e>>2]&s;e=c[e+4>>2]&t;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){x=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=x+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&12)){x=d;return x|0}if(a[b+5356>>0]|0){x=Pd(b,Od(b,d)|0)|0;return x|0}x=b+5240|0;c:do if(!((e&4|0)==0|(c[x>>2]&v|0?1:(c[x+4>>2]&u|0)!=0))){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{x=Ke(b,62,v,u)|0;if((x&m|0)==0&(z&n|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;x=w;x=Ke(b,e,c[x>>2]|0,c[x+4>>2]|0)|0;if((x&m|0)==0&(z&n|0)==0)e=e+-1|0;else break c}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;x=b+5272|0;if(!((c[x>>2]&g|0)==0?(c[x+4>>2]&j|0)==0:0)){x=d;return x|0}if(!(c[(c[h>>2]|0)+24>>2]&8)){x=d;return x|0}if((c[r>>2]|0)==1?(c[b+392>>2]|0)==0:0){f=64;e=c[b+5176>>2]|0;q=309}else{f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else q=309}d:do if((q|0)==309){i=o;h=c[i>>2]|0;i=c[i+4>>2]|0;x=Ke(b,58,g,j)|0;if((x&h|0)==0&(z&i|0)==0)g=59;else{x=d;return x|0}while(1){if((g|0)==(f|0))break d;x=w;x=Ke(b,g,c[x>>2]|0,c[x+4>>2]|0)|0;if((x&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);x=d+8|0;return x|0}case 4:if(!f){i=b+320|0;f=b+264|0;h=c[f+4>>2]&c[i+4>>2];l=h&16711680;p=b+328|0;o=p;n=c[o>>2]|0;o=c[o+4>>2]|0;h=kx(c[f>>2]&c[i>>2]|0,h|0,8)|0;h=s&-256&h;i=t&16777215&z;f=kx(h|0,i|0,8)|0;f=s&-65536&f;if(!((h|0)==0&(i|0)==0)){j=d;while(1){x=Sa(h|0,i|0,0)|0;d=ax(h|0,i|0,-1,-1)|0;h=d&h;i=z&i;d=j+8|0;c[j>>2]=(x|-512)+(x<<6);if((h|0)==0&(i|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){x=Sa(f|0,h|0,0)|0;d=ax(f|0,h|0,-1,-1)|0;f=d&f;h=z&h;d=i+8|0;c[i>>2]=(x|-1024)+(x<<6);if((f|0)==0&(h|0)==0)break;else i=d}}if(!(0==0&(l|0)==0)){k=kx(0,l|0,9)|0;k=k&n;j=z&o;kx(0,l|0,7)|0;h=o&2130706432&z;i=kx(0,l|0,8)|0;i=i&s;f=z&t;if(!((k|0)==0&(j|0)==0)){l=d;while(1){y=Sa(k|0,j|0,0)|0;x=ax(k|0,j|0,-1,-1)|0;k=x&k;j=z&j;x=y<<6;c[l>>2]=y+24e3+x;c[l+8>>2]=y+19904+x;d=l+24|0;c[l+16>>2]=y+15808+x;if((k|0)==0&(j|0)==0)break;else l=d}}if(!(0==0&(h|0)==0)){j=d;k=0;while(1){x=Sa(k|0,h|0,0)|0;y=ax(k|0,h|0,-1,-1)|0;k=y&k;h=z&h;y=x<<6;c[j>>2]=x+24128+y;c[j+8>>2]=x+20032+y;d=j+24|0;c[j+16>>2]=x+15936+y;if((k|0)==0&(h|0)==0)break;else j=d}}if(!((i|0)==0&(f|0)==0))while(1){x=Sa(i|0,f|0,0)|0;y=ax(i|0,f|0,-1,-1)|0;i=y&i;f=z&f;y=x<<6;c[d>>2]=(x|24064)+y;c[d+8>>2]=(x|19968)+y;h=d+24|0;c[d+16>>2]=(x|15872)+y;if((i|0)==0&(f|0)==0){d=h;break}else d=h}}f=b+912|0;h=c[f>>2]|0;if((h|0)!=64)do{k=120320+(h<<3)|0;i=c[k>>2]&s;k=c[k+4>>2]&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){y=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=y+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);f=b+1168|0;h=c[f>>2]|0;if((h|0)!=64)do{i=c[125952+(h*24|0)+16>>2]|0;y=125952+(h*24|0)|0;k=125952+(h*24|0)+8|0;k=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,55)|0;k=i+(k<<3)|0;i=c[k>>2]&s;k=c[k+4>>2]&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){y=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=y+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);f=b+1424|0;h=c[f>>2]|0;if((h|0)!=64)do{i=c[124416+(h*24|0)+16>>2]|0;y=124416+(h*24|0)|0;k=124416+(h*24|0)+8|0;k=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,52)|0;k=i+(k<<3)|0;i=c[k>>2]&s;k=c[k+4>>2]&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){y=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=y+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);f=b+1680|0;h=c[f>>2]|0;if((h|0)!=64)do{i=c[124416+(h*24|0)+16>>2]|0;x=124416+(h*24|0)|0;k=124416+(h*24|0)+8|0;k=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[k>>2]|0,c[k+4>>2]|0)|0;k=jx(k|0,z|0,52)|0;k=i+(k<<3)|0;i=c[k>>2]|0;k=c[k+4>>2]|0;x=c[125952+(h*24|0)+16>>2]|0;l=125952+(h*24|0)|0;y=125952+(h*24|0)+8|0;y=gx(c[l>>2]&v|0,c[l+4>>2]&u|0,c[y>>2]|0,c[y+4>>2]|0)|0;y=jx(y|0,z|0,55)|0;y=x+(y<<3)|0;i=(c[y>>2]|i)&s;k=(c[y+4>>2]|k)&t;if(!((i|0)==0&(k|0)==0)){l=h<<6;j=i;h=k;while(1){y=Sa(j|0,h|0,0)|0;i=ax(j|0,h|0,-1,-1)|0;j=i&j;h=z&h;i=d+8|0;c[d>>2]=y+l;if((j|0)==0&(h|0)==0){d=i;break}else d=i}}f=f+4|0;h=c[f>>2]|0}while((h|0)!=64);if((c[b+360>>2]|0)!=0?(m=c[b+1936>>2]|0,e=122368+(m<<3)|0,g=c[e>>2]&s,e=c[e+4>>2]&t,!((g|0)==0&(e|0)==0)):0){h=m<<6;while(1){y=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=y+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&3)){y=d;return y|0}if(a[b+5356>>0]|0){y=Rd(b,Qd(b,d)|0)|0;return y|0}y=b+5216|0;e:do if(!((e&1|0)==0|(c[y>>2]&v|0?1:(c[y+4>>2]&u|0)!=0))){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{y=Ke(b,6,v,u)|0;if((y&n|0)==0&(z&o|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;y=w;y=Ke(b,e,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&n|0)==0&(z&o|0)==0)e=e+-1|0;else break e}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;y=b+5224|0;if(!((c[y>>2]&g|0)==0?(c[y+4>>2]&j|0)==0:0)){y=d;return y|0}if(!(c[(c[h>>2]|0)+24>>2]&2)){y=d;return y|0}if((c[r>>2]|0)==1?(c[b+360>>2]|0)==0:0){f=64;e=c[b+5152>>2]|0;q=365}else{f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else q=365}f:do if((q|0)==365){i=p;h=c[i>>2]|0;i=c[i+4>>2]|0;y=Ke(b,2,g,j)|0;if((y&h|0)==0&(z&i|0)==0)g=3;else{y=d;return y|0}while(1){if((g|0)==(f|0))break f;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);y=d+8|0;return y|0}else{f=b+328|0;g=b+264|0;e=c[g>>2]&c[f>>2];j=e&65280;p=b+320|0;o=p;m=c[o>>2]|0;o=c[o+4>>2]|0;f=jx(e|0,c[g+4>>2]&c[f+4>>2]|0,8)|0;f=s&-256&f;g=t&16777215&z;jx(f|0,g|0,8)|0;e=t&65535&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){y=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(y|512)+(y<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){y=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(y|1024)+(y<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&m;h=z&o;f=jx(j|0,0,7)|0;f=m&254&f;g=jx(j|0,0,8)|0;g=g&s;e=z&t;if(!((i|0)==0&(h|0)==0)){j=d;while(1){x=Sa(i|0,h|0,0)|0;y=ax(i|0,h|0,-1,-1)|0;i=y&i;h=z&h;y=x<<6;c[j>>2]=x+25152+y;c[j+8>>2]=x+21056+y;d=j+24|0;c[j+16>>2]=x+16960+y;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){x=Sa(f|0,h|0,0)|0;y=ax(f|0,h|0,-1,-1)|0;f=y&f;h=z&h;y=x<<6;c[i>>2]=x+25024+y;c[i+8>>2]=x+20928+y;d=i+24|0;c[i+16>>2]=x+16832+y;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){x=Sa(g|0,e|0,0)|0;y=ax(g|0,e|0,-1,-1)|0;g=y&g;e=z&e;y=x<<6;c[d>>2]=(x|25088)+y;c[d+8>>2]=(x|20992)+y;f=d+24|0;c[d+16>>2]=(x|16896)+y;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;y=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;y=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;x=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;x=c[125952+(f*24|0)+16>>2]|0;j=125952+(f*24|0)|0;y=125952+(f*24|0)+8|0;y=gx(c[j>>2]&v|0,c[j+4>>2]&u|0,c[y>>2]|0,c[y+4>>2]|0)|0;y=jx(y|0,z|0,55)|0;y=x+(y<<3)|0;g=(c[y>>2]|g)&s;i=(c[y+4>>2]|i)&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);if((c[b+392>>2]|0)!=0?(k=c[b+3984>>2]|0,n=122368+(k<<3)|0,l=c[n>>2]&s,n=c[n+4>>2]&t,!((l|0)==0&(n|0)==0)):0){h=k<<6;g=l;e=n;while(1){y=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=y+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&12)){y=d;return y|0}if(a[b+5356>>0]|0){y=Td(b,Sd(b,d)|0)|0;return y|0}y=b+5240|0;g:do if(!((e&4|0)==0|(c[y>>2]&v|0?1:(c[y+4>>2]&u|0)!=0))){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{y=Ke(b,62,v,u)|0;if((y&m|0)==0&(z&o|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;y=w;y=Ke(b,e,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&m|0)==0&(z&o|0)==0)e=e+-1|0;else break g}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;y=b+5272|0;if(!((c[y>>2]&g|0)==0?(c[y+4>>2]&j|0)==0:0)){y=d;return y|0}if(!(c[(c[h>>2]|0)+24>>2]&8)){y=d;return y|0}if((c[r>>2]|0)==1?(c[b+392>>2]|0)==0:0){f=64;e=c[b+5176>>2]|0;q=420}else{f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else q=420}h:do if((q|0)==420){i=p;h=c[i>>2]|0;i=c[i+4>>2]|0;y=Ke(b,58,g,j)|0;if((y&h|0)==0&(z&i|0)==0)g=59;else{y=d;return y|0}while(1){if((g|0)==(f|0))break h;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);y=d+8|0;return y|0}default:{e=(f|0)==0;if((o|0)==6)if(e){g=b+320|0;e=b+264|0;f=c[e+4>>2]&c[g+4>>2];j=f&16711680;m=b+328|0;l=m;k=c[l>>2]|0;l=c[l+4>>2]|0;f=kx(c[e>>2]&c[g>>2]|0,f|0,8)|0;f=s&-256&f;g=t&16777215&z;e=kx(f|0,g|0,8)|0;e=s&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){y=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(y|-512)+(y<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){y=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(y|-1024)+(y<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(j|0)==0)){i=kx(0,j|0,9)|0;i=i&k;h=z&l;kx(0,j|0,7)|0;f=l&2130706432&z;g=kx(0,j|0,8)|0;g=g&s;e=z&t;if(!((i|0)==0&(h|0)==0)){j=d;while(1){x=Sa(i|0,h|0,0)|0;y=ax(i|0,h|0,-1,-1)|0;i=y&i;h=z&h;y=x<<6;c[j>>2]=x+24e3+y;c[j+8>>2]=x+19904+y;d=j+24|0;c[j+16>>2]=x+15808+y;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){x=Sa(i|0,f|0,0)|0;y=ax(i|0,f|0,-1,-1)|0;i=y&i;f=z&f;y=x<<6;c[h>>2]=x+24128+y;c[h+8>>2]=x+20032+y;d=h+24|0;c[h+16>>2]=x+15936+y;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){x=Sa(g|0,e|0,0)|0;y=ax(g|0,e|0,-1,-1)|0;g=y&g;e=z&e;y=x<<6;c[d>>2]=(x|24064)+y;c[d+8>>2]=(x|19968)+y;f=d+24|0;c[d+16>>2]=(x|15872)+y;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;y=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;y=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;x=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;x=c[125952+(f*24|0)+16>>2]|0;q=125952+(f*24|0)|0;y=125952+(f*24|0)+8|0;y=gx(c[q>>2]&v|0,c[q+4>>2]&u|0,c[y>>2]|0,c[y+4>>2]|0)|0;y=jx(y|0,z|0,55)|0;y=x+(y<<3)|0;g=(c[y>>2]|g)&s;i=(c[y+4>>2]|i)&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=c[b+1936>>2]|0;y=122368+(f<<3)|0;e=117248+(f<<3)|0;g=c[y>>2]&s&~c[e>>2];e=c[y+4>>2]&t&~c[e+4>>2];if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){y=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=y+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&3)){y=d;return y|0}if(a[b+5356>>0]|0){y=Vd(b,Ud(b,d)|0)|0;return y|0}y=b+5216|0;i:do if(!((e&1|0)==0|(c[y>>2]&v|0?1:(c[y+4>>2]&u|0)!=0))){f=c[b+1936>>2]|0;g=c[b+5148>>2]|0;if((f|0)==6)e=384;else{y=Ke(b,6,v,u)|0;if((y&k|0)==0&(z&l|0)==0)e=5;else break;while(1){if((e|0)==(f|0))break;y=w;y=Ke(b,e,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&k|0)==0&(z&l|0)==0)e=e+-1|0;else break i}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;y=b+5224|0;if(!((c[y>>2]&g|0)==0?(c[y+4>>2]&j|0)==0:0)){y=d;return y|0}if(!(c[(c[h>>2]|0)+24>>2]&2)){y=d;return y|0}do if((c[r>>2]|0)==1){if(c[b+360>>2]|0){q=475;break}f=64;e=c[b+5152>>2]|0;q=476}else q=475;while(0);if((q|0)==475){f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else q=476}j:do if((q|0)==476){i=m;h=c[i>>2]|0;i=c[i+4>>2]|0;y=Ke(b,2,g,j)|0;if((y&h|0)==0&(z&i|0)==0)g=3;else{y=d;return y|0}while(1){if((g|0)==(f|0))break j;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);y=d+8|0;return y|0}else{f=b+328|0;g=b+264|0;e=c[g>>2]&c[f>>2];j=e&65280;m=b+320|0;l=m;k=c[l>>2]|0;l=c[l+4>>2]|0;f=jx(e|0,c[g+4>>2]&c[f+4>>2]|0,8)|0;f=s&-256&f;g=t&16777215&z;jx(f|0,g|0,8)|0;e=t&255&z;if(!((f|0)==0&(g|0)==0)){h=d;while(1){y=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(y|512)+(y<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!(0==0&(e|0)==0)){f=d;g=0;while(1){y=Sa(g|0,e|0,0)|0;d=ax(g|0,e|0,-1,-1)|0;g=d&g;e=z&e;d=f+8|0;c[f>>2]=(y|1024)+(y<<6);if((g|0)==0&(e|0)==0)break;else f=d}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&k;h=z&l;f=jx(j|0,0,7)|0;f=k&254&f;g=jx(j|0,0,8)|0;g=g&s;e=z&t;if(!((i|0)==0&(h|0)==0)){j=d;while(1){x=Sa(i|0,h|0,0)|0;y=ax(i|0,h|0,-1,-1)|0;i=y&i;h=z&h;y=x<<6;c[j>>2]=x+25152+y;c[j+8>>2]=x+21056+y;d=j+24|0;c[j+16>>2]=x+16960+y;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){x=Sa(f|0,h|0,0)|0;y=ax(f|0,h|0,-1,-1)|0;f=y&f;h=z&h;y=x<<6;c[i>>2]=x+25024+y;c[i+8>>2]=x+20928+y;d=i+24|0;c[i+16>>2]=x+16832+y;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){x=Sa(g|0,e|0,0)|0;y=ax(g|0,e|0,-1,-1)|0;g=y&g;e=z&e;y=x<<6;c[d>>2]=(x|25088)+y;c[d+8>>2]=(x|20992)+y;f=d+24|0;c[d+16>>2]=(x|16896)+y;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;y=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;y=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;x=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;x=c[125952+(f*24|0)+16>>2]|0;q=125952+(f*24|0)|0;y=125952+(f*24|0)+8|0;y=gx(c[q>>2]&v|0,c[q+4>>2]&u|0,c[y>>2]|0,c[y+4>>2]|0)|0;y=jx(y|0,z|0,55)|0;y=x+(y<<3)|0;g=(c[y>>2]|g)&s;i=(c[y+4>>2]|i)&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);f=c[b+3984>>2]|0;y=122368+(f<<3)|0;e=117248+(f<<3)|0;g=c[y>>2]&s&~c[e>>2];e=c[y+4>>2]&t&~c[e+4>>2];if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){y=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=y+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&12)){y=d;return y|0}if(a[b+5356>>0]|0){y=Xd(b,Wd(b,d)|0)|0;return y|0}y=b+5240|0;k:do if(!((e&4|0)==0|(c[y>>2]&v|0?1:(c[y+4>>2]&u|0)!=0))){f=c[b+3984>>2]|0;g=c[b+5160>>2]|0;if((f|0)==62)e=3968;else{y=Ke(b,62,v,u)|0;if((y&k|0)==0&(z&l|0)==0)e=61;else break;while(1){if((e|0)==(f|0))break;y=w;y=Ke(b,e,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&k|0)==0&(z&l|0)==0)e=e+-1|0;else break k}e=f<<6}c[d>>2]=g+49152+e;d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;y=b+5272|0;if(!((c[y>>2]&g|0)==0?(c[y+4>>2]&j|0)==0:0)){y=d;return y|0}if(!(c[(c[h>>2]|0)+24>>2]&8)){y=d;return y|0}do if((c[r>>2]|0)==1){if(c[b+392>>2]|0){q=529;break}f=64;e=c[b+5176>>2]|0;q=530}else q=529;while(0);if((q|0)==529){f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else q=530}l:do if((q|0)==530){i=m;h=c[i>>2]|0;i=c[i+4>>2]|0;y=Ke(b,58,g,j)|0;if((y&h|0)==0&(z&i|0)==0)g=59;else{y=d;return y|0}while(1){if((g|0)==(f|0))break l;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);y=d+8|0;return y|0}if(e){g=b+320|0;e=b+264|0;f=c[e+4>>2]&c[g+4>>2];j=f&16711680;m=b+328|0;l=m;k=c[l>>2]|0;l=c[l+4>>2]|0;f=kx(c[e>>2]&c[g>>2]|0,f|0,8)|0;f=s&-256&f;g=t&16777215&z;e=kx(f|0,g|0,8)|0;e=s&-16777216&e;if(!((f|0)==0&(g|0)==0)){h=d;while(1){y=Sa(f|0,g|0,0)|0;d=ax(f|0,g|0,-1,-1)|0;f=d&f;g=z&g;d=h+8|0;c[h>>2]=(y|-512)+(y<<6);if((f|0)==0&(g|0)==0)break;else h=d}}if(!((e|0)==0&0==0)){g=d;f=0;while(1){y=Sa(e|0,f|0,0)|0;d=ax(e|0,f|0,-1,-1)|0;e=d&e;f=z&f;d=g+8|0;c[g>>2]=(y|-1024)+(y<<6);if((e|0)==0&(f|0)==0)break;else g=d}}if(!(0==0&(j|0)==0)){i=kx(0,j|0,9)|0;i=i&k;h=z&l;kx(0,j|0,7)|0;f=l&2130706432&z;g=kx(0,j|0,8)|0;g=g&s;e=z&t;if(!((i|0)==0&(h|0)==0)){j=d;while(1){x=Sa(i|0,h|0,0)|0;y=ax(i|0,h|0,-1,-1)|0;i=y&i;h=z&h;y=x<<6;c[j>>2]=x+24e3+y;c[j+8>>2]=x+19904+y;d=j+24|0;c[j+16>>2]=x+15808+y;if((i|0)==0&(h|0)==0)break;else j=d}}if(!(0==0&(f|0)==0)){h=d;i=0;while(1){x=Sa(i|0,f|0,0)|0;y=ax(i|0,f|0,-1,-1)|0;i=y&i;f=z&f;y=x<<6;c[h>>2]=x+24128+y;c[h+8>>2]=x+20032+y;d=h+24|0;c[h+16>>2]=x+15936+y;if((i|0)==0&(f|0)==0)break;else h=d}}if(!((g|0)==0&(e|0)==0))while(1){x=Sa(g|0,e|0,0)|0;y=ax(g|0,e|0,-1,-1)|0;g=y&g;e=z&e;y=x<<6;c[d>>2]=(x|24064)+y;c[d+8>>2]=(x|19968)+y;f=d+24|0;c[d+16>>2]=(x|15872)+y;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+912|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1168|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;y=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1424|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;y=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+1680|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;x=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;x=c[125952+(f*24|0)+16>>2]|0;p=125952+(f*24|0)|0;y=125952+(f*24|0)+8|0;y=gx(c[p>>2]&v|0,c[p+4>>2]&u|0,c[y>>2]|0,c[y+4>>2]|0)|0;y=jx(y|0,z|0,55)|0;y=x+(y<<3)|0;g=(c[y>>2]|g)&s;i=(c[y+4>>2]|i)&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);switch(o|0){case 4:{if(c[b+360>>2]|0)q=569;break}case 1:{if(!(c[b+360>>2]|0)){f=64;q=570}else q=569;break}default:q=569}if((q|0)==569){f=c[b+1936>>2]|0;q=570}if((q|0)==570){e=122368+(f<<3)|0;g=c[e>>2]&s;e=c[e+4>>2]&t;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){y=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=y+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&3)){y=d;return y|0}if(a[b+5356>>0]|0){y=Zd(b,Yd(b,d)|0)|0;return y|0}y=b+5216|0;m:do if(!((e&1|0)==0|(c[y>>2]&v|0?1:(c[y+4>>2]&u|0)!=0))){if((o|0)==1?(c[b+360>>2]|0)==0:0){f=64;e=c[b+5148>>2]|0;q=581}else{f=c[b+1936>>2]|0;e=c[b+5148>>2]|0;if((f|0)==6)f=6;else q=581}n:do if((q|0)==581){y=Ke(b,6,v,u)|0;if((y&k|0)==0&(z&l|0)==0)g=5;else break m;while(1){if((g|0)==(f|0))break n;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&k|0)==0&(z&l|0)==0)g=g+-1|0;else break m}}while(0);c[d>>2]=e+49152+(f<<6);d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;y=b+5224|0;if(!((c[y>>2]&g|0)==0?(c[y+4>>2]&j|0)==0:0)){y=d;return y|0}if(!(c[(c[h>>2]|0)+24>>2]&2)){y=d;return y|0}if((c[r>>2]|0)==1?(c[b+360>>2]|0)==0:0){f=64;e=c[b+5152>>2]|0;q=591}else{f=c[b+1936>>2]|0;e=c[b+5152>>2]|0;if((f|0)==2)f=2;else q=591}o:do if((q|0)==591){i=m;h=c[i>>2]|0;i=c[i+4>>2]|0;y=Ke(b,2,g,j)|0;if((y&h|0)==0&(z&i|0)==0)g=3;else{y=d;return y|0}while(1){if((g|0)==(f|0))break o;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);y=d+8|0;return y|0}else{f=b+328|0;g=b+264|0;e=c[g>>2]&c[f>>2];j=e&65280;m=b+320|0;l=m;k=c[l>>2]|0;l=c[l+4>>2]|0;f=jx(e|0,c[g+4>>2]&c[f+4>>2]|0,8)|0;f=s&-256&f;g=t&16777215&z;jx(f|0,g|0,8)|0;e=t&255&z;if(!((f|0)==0&(g|0)==0))while(1){y=Sa(f|0,g|0,0)|0;h=ax(f|0,g|0,-1,-1)|0;f=h&f;g=z&g;h=d+8|0;c[d>>2]=(y|512)+(y<<6);if((f|0)==0&(g|0)==0){d=h;break}else d=h}if(!(0==0&(e|0)==0)){g=0;while(1){y=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=(y|1024)+(y<<6);if((g|0)==0&(e|0)==0){d=f;break}else d=f}}if(!((j|0)==0&0==0)){i=jx(j|0,0,9)|0;i=i&k;h=z&l;f=jx(j|0,0,7)|0;f=k&254&f;g=jx(j|0,0,8)|0;g=g&s;e=z&t;if(!((i|0)==0&(h|0)==0)){j=d;while(1){x=Sa(i|0,h|0,0)|0;y=ax(i|0,h|0,-1,-1)|0;i=y&i;h=z&h;y=x<<6;c[j>>2]=x+25152+y;c[j+8>>2]=x+21056+y;d=j+24|0;c[j+16>>2]=x+16960+y;if((i|0)==0&(h|0)==0)break;else j=d}}if(!((f|0)==0&0==0)){i=d;h=0;while(1){x=Sa(f|0,h|0,0)|0;y=ax(f|0,h|0,-1,-1)|0;f=y&f;h=z&h;y=x<<6;c[i>>2]=x+25024+y;c[i+8>>2]=x+20928+y;d=i+24|0;c[i+16>>2]=x+16832+y;if((f|0)==0&(h|0)==0)break;else i=d}}if(!((g|0)==0&(e|0)==0))while(1){x=Sa(g|0,e|0,0)|0;y=ax(g|0,e|0,-1,-1)|0;g=y&g;e=z&e;y=x<<6;c[d>>2]=(x|25088)+y;c[d+8>>2]=(x|20992)+y;f=d+24|0;c[d+16>>2]=(x|16896)+y;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}e=b+2960|0;f=c[e>>2]|0;if((f|0)!=64)do{i=120320+(f<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=g;f=i;while(1){y=Sa(h|0,f|0,0)|0;g=ax(h|0,f|0,-1,-1)|0;h=g&h;f=z&f;g=d+8|0;c[d>>2]=y+j;if((h|0)==0&(f|0)==0){d=g;break}else d=g}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3216|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[125952+(f*24|0)+16>>2]|0;y=125952+(f*24|0)|0;i=125952+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,55)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=d;f=i;while(1){y=Sa(g|0,f|0,0)|0;d=ax(g|0,f|0,-1,-1)|0;g=d&g;f=z&f;d=h+8|0;c[h>>2]=y+j;if((g|0)==0&(f|0)==0)break;else h=d}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3472|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;y=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[y>>2]&v|0,c[y+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]&s;i=c[i+4>>2]&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=d;f=i;while(1){y=Sa(g|0,f|0,0)|0;d=ax(g|0,f|0,-1,-1)|0;g=d&g;f=z&f;d=h+8|0;c[h>>2]=y+j;if((g|0)==0&(f|0)==0)break;else h=d}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);e=b+3728|0;f=c[e>>2]|0;if((f|0)!=64)do{g=c[124416+(f*24|0)+16>>2]|0;x=124416+(f*24|0)|0;i=124416+(f*24|0)+8|0;i=gx(c[x>>2]&v|0,c[x+4>>2]&u|0,c[i>>2]|0,c[i+4>>2]|0)|0;i=jx(i|0,z|0,52)|0;i=g+(i<<3)|0;g=c[i>>2]|0;i=c[i+4>>2]|0;x=c[125952+(f*24|0)+16>>2]|0;p=125952+(f*24|0)|0;y=125952+(f*24|0)+8|0;y=gx(c[p>>2]&v|0,c[p+4>>2]&u|0,c[y>>2]|0,c[y+4>>2]|0)|0;y=jx(y|0,z|0,55)|0;y=x+(y<<3)|0;g=(c[y>>2]|g)&s;i=(c[y+4>>2]|i)&t;if(!((g|0)==0&(i|0)==0)){j=f<<6;h=d;f=i;while(1){y=Sa(g|0,f|0,0)|0;d=ax(g|0,f|0,-1,-1)|0;g=d&g;f=z&f;d=h+8|0;c[h>>2]=y+j;if((g|0)==0&(f|0)==0)break;else h=d}}e=e+4|0;f=c[e>>2]|0}while((f|0)!=64);switch(o|0){case 4:{if(c[b+392>>2]|0)q=629;break}case 1:{if(!(c[b+392>>2]|0)){f=64;q=630}else q=629;break}default:q=629}if((q|0)==629){f=c[b+3984>>2]|0;q=630}if((q|0)==630){e=122368+(f<<3)|0;g=c[e>>2]&s;e=c[e+4>>2]&t;if(!((g|0)==0&(e|0)==0)){h=f<<6;while(1){y=Sa(g|0,e|0,0)|0;f=ax(g|0,e|0,-1,-1)|0;g=f&g;e=z&e;f=d+8|0;c[d>>2]=y+h;if((g|0)==0&(e|0)==0){d=f;break}else d=f}}}h=b+5352|0;e=c[(c[h>>2]|0)+24>>2]|0;if(!(e&12)){y=d;return y|0}if(a[b+5356>>0]|0){y=$d(b,_d(b,d)|0)|0;return y|0}y=b+5240|0;p:do if(!((e&4|0)==0|(c[y>>2]&v|0?1:(c[y+4>>2]&u|0)!=0))){if((o|0)==1?(c[b+392>>2]|0)==0:0){f=64;e=c[b+5160>>2]|0;q=641}else{f=c[b+3984>>2]|0;e=c[b+5160>>2]|0;if((f|0)==62)f=62;else q=641}q:do if((q|0)==641){y=Ke(b,62,v,u)|0;if((y&k|0)==0&(z&l|0)==0)g=61;else break p;while(1){if((g|0)==(f|0))break q;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&k|0)==0&(z&l|0)==0)g=g+-1|0;else break p}}while(0);c[d>>2]=e+49152+(f<<6);d=d+8|0}while(0);j=w;g=c[j>>2]|0;j=c[j+4>>2]|0;y=b+5272|0;if(!((c[y>>2]&g|0)==0?(c[y+4>>2]&j|0)==0:0)){y=d;return y|0}if(!(c[(c[h>>2]|0)+24>>2]&8)){y=d;return y|0}if((c[r>>2]|0)==1?(c[b+392>>2]|0)==0:0){f=64;e=c[b+5176>>2]|0;q=651}else{f=c[b+3984>>2]|0;e=c[b+5176>>2]|0;if((f|0)==58)f=58;else q=651}r:do if((q|0)==651){i=m;h=c[i>>2]|0;i=c[i+4>>2]|0;y=Ke(b,58,g,j)|0;if((y&h|0)==0&(z&i|0)==0)g=59;else{y=d;return y|0}while(1){if((g|0)==(f|0))break r;y=w;y=Ke(b,g,c[y>>2]|0,c[y+4>>2]|0)|0;if((y&h|0)==0&(z&i|0)==0)g=g+1|0;else break}return d|0}while(0);c[d>>2]=e+49152+(f<<6);y=d+8|0;return y|0}}}return 0}function Ed(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0;m=a+256|0;f=m;g=c[f>>2]|0;f=c[f+4>>2]|0;q=a+5216|0;if(!((c[q>>2]&g|0)==0?(c[q+4>>2]&f|0)==0:0)){q=b;return q|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&1)){q=b;return q|0}o=a+5360|0;h=c[o>>2]|0;if((h|0)==1?(c[a+360>>2]|0)==0:0)p=64;else p=c[a+1936>>2]|0;q=c[a+5148>>2]|0;n=a+328|0;d=n;e=c[d>>2]|0;d=c[d+4>>2]|0;l=(p|0)<6?-1:1;do if((p|0)!=6){i=a+392|0;j=45760+(p<<3)|0;k=a+3984|0;f=6;g=h;while(1){h=122368+(((g|0)==1&(c[i>>2]|0)==0?64:c[k>>2]|0)<<3)|0;g=45760+(f<<3)|0;if(((c[g>>2]&c[h>>2]|0)==0?(c[g+4>>2]&c[h+4>>2]|0)==0:0)?(h=m,g=j,h=Ke(a,f,c[g>>2]^c[h>>2],c[g+4>>2]^c[h+4>>2])|0,!((h&e|0)==0&(z&d|0)==0)):0){h=19;break}f=f+l|0;if((f|0)==(p|0)){h=12;break}g=c[o>>2]|0}if((h|0)==12){f=m;d=n;g=c[f>>2]|0;f=c[f+4>>2]|0;e=c[d>>2]|0;d=c[d+4>>2]|0;break}else if((h|0)==19)return b|0}while(0);m=45760+(q<<3)|0;n=c[31144]|0;k=124560;l=124568;l=gx(c[k>>2]&(c[m>>2]^g)|0,c[k+4>>2]&(c[m+4>>2]^f)|0,c[l>>2]|0,c[l+4>>2]|0)|0;l=jx(l|0,z|0,52)|0;l=n+(l<<3)|0;n=a+288|0;m=a+296|0;if(!((e&c[l>>2]&(c[m>>2]|c[n>>2])|0)==0?(d&c[l+4>>2]&(c[m+4>>2]|c[n+4>>2])|0)==0:0)){if((c[o>>2]|0)==1?(c[a+392>>2]|0)==0:0)d=64;else d=c[a+3984>>2]|0;o=122368+(d<<3)|0;a=45808;if((c[a>>2]&c[o>>2]|0)==0?(c[a+4>>2]&c[o+4>>2]|0)==0:0){q=b;return q|0}}c[b>>2]=(p<<6)+49152+q;q=b+8|0;return q|0}function Fd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0;m=a+256|0;f=m;g=c[f>>2]|0;f=c[f+4>>2]|0;q=a+5224|0;if(!((c[q>>2]&g|0)==0?(c[q+4>>2]&f|0)==0:0)){q=b;return q|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&2)){q=b;return q|0}o=a+5360|0;h=c[o>>2]|0;if((h|0)==1?(c[a+360>>2]|0)==0:0)p=64;else p=c[a+1936>>2]|0;q=c[a+5152>>2]|0;n=a+328|0;d=n;e=c[d>>2]|0;d=c[d+4>>2]|0;l=(p|0)<2?-1:1;do if((p|0)!=2){i=a+392|0;j=45760+(p<<3)|0;k=a+3984|0;f=2;g=h;while(1){h=122368+(((g|0)==1&(c[i>>2]|0)==0?64:c[k>>2]|0)<<3)|0;g=45760+(f<<3)|0;if(((c[g>>2]&c[h>>2]|0)==0?(c[g+4>>2]&c[h+4>>2]|0)==0:0)?(h=m,g=j,h=Ke(a,f,c[g>>2]^c[h>>2],c[g+4>>2]^c[h+4>>2])|0,!((h&e|0)==0&(z&d|0)==0)):0){h=19;break}f=f+l|0;if((f|0)==(p|0)){h=12;break}g=c[o>>2]|0}if((h|0)==12){f=m;d=n;g=c[f>>2]|0;f=c[f+4>>2]|0;e=c[d>>2]|0;d=c[d+4>>2]|0;break}else if((h|0)==19)return b|0}while(0);m=45760+(q<<3)|0;n=c[31120]|0;k=124464;l=124472;l=gx(c[k>>2]&(c[m>>2]^g)|0,c[k+4>>2]&(c[m+4>>2]^f)|0,c[l>>2]|0,c[l+4>>2]|0)|0;l=jx(l|0,z|0,52)|0;l=n+(l<<3)|0;n=a+288|0;m=a+296|0;if(!((e&c[l>>2]&(c[m>>2]|c[n>>2])|0)==0?(d&c[l+4>>2]&(c[m+4>>2]|c[n+4>>2])|0)==0:0)){if((c[o>>2]|0)==1?(c[a+392>>2]|0)==0:0)d=64;else d=c[a+3984>>2]|0;o=122368+(d<<3)|0;a=45776;if((c[a>>2]&c[o>>2]|0)==0?(c[a+4>>2]&c[o+4>>2]|0)==0:0){q=b;return q|0}}c[b>>2]=(p<<6)+49152+q;q=b+8|0;return q|0}function Gd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;m=a+256|0;n=m;l=a+5216|0;if(!((c[l>>2]&c[n>>2]|0)==0?(c[l+4>>2]&c[n+4>>2]|0)==0:0)){n=b;return n|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&1)){n=b;return n|0}n=a+5360|0;g=c[n>>2]|0;if((g|0)==1?(c[a+360>>2]|0)==0:0){e=64;d=c[a+5148>>2]|0;f=7}else{e=c[a+1936>>2]|0;d=c[a+5148>>2]|0;if((e|0)==6)e=6;else f=7}a:do if((f|0)==7){i=a+328|0;h=c[i>>2]|0;i=c[i+4>>2]|0;j=a+392|0;k=45760+(e<<3)|0;l=a+3984|0;f=6;while(1){g=122368+(((g|0)==1&(c[j>>2]|0)==0?64:c[l>>2]|0)<<3)|0;o=45760+(f<<3)|0;if(((c[o>>2]&c[g>>2]|0)==0?(c[o+4>>2]&c[g+4>>2]|0)==0:0)?(o=m,g=k,o=Ke(a,f,c[g>>2]^c[o>>2],c[g+4>>2]^c[o+4>>2])|0,!((o&h|0)==0&(z&i|0)==0)):0)break;f=f+-1|0;if((f|0)==(e|0))break a;g=c[n>>2]|0}return b|0}while(0);c[b>>2]=(e<<6)+49152+d;o=b+8|0;return o|0}function Hd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;m=a+256|0;n=m;l=a+5224|0;if(!((c[l>>2]&c[n>>2]|0)==0?(c[l+4>>2]&c[n+4>>2]|0)==0:0)){n=b;return n|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&2)){n=b;return n|0}n=a+5360|0;g=c[n>>2]|0;if((g|0)==1?(c[a+360>>2]|0)==0:0){e=64;d=c[a+5152>>2]|0;f=7}else{e=c[a+1936>>2]|0;d=c[a+5152>>2]|0;if((e|0)==2)e=2;else f=7}a:do if((f|0)==7){i=a+328|0;h=c[i>>2]|0;i=c[i+4>>2]|0;j=a+392|0;k=45760+(e<<3)|0;l=a+3984|0;f=2;while(1){g=122368+(((g|0)==1&(c[j>>2]|0)==0?64:c[l>>2]|0)<<3)|0;o=45760+(f<<3)|0;if(((c[o>>2]&c[g>>2]|0)==0?(c[o+4>>2]&c[g+4>>2]|0)==0:0)?(o=m,g=k,o=Ke(a,f,c[g>>2]^c[o>>2],c[g+4>>2]^c[o+4>>2])|0,!((o&h|0)==0&(z&i|0)==0)):0)break;f=f+1|0;if((f|0)==(e|0))break a;g=c[n>>2]|0}return b|0}while(0);c[b>>2]=(e<<6)+49152+d;o=b+8|0;return o|0}function Id(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0;m=a+256|0;f=m;g=c[f>>2]|0;f=c[f+4>>2]|0;q=a+5240|0;if(!((c[q>>2]&g|0)==0?(c[q+4>>2]&f|0)==0:0)){q=b;return q|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&4)){q=b;return q|0}o=a+5360|0;h=c[o>>2]|0;if((h|0)==1?(c[a+392>>2]|0)==0:0)p=64;else p=c[a+3984>>2]|0;q=c[a+5160>>2]|0;n=a+320|0;d=n;e=c[d>>2]|0;d=c[d+4>>2]|0;l=(p|0)<62?-1:1;do if((p|0)!=62){i=a+360|0;j=45760+(p<<3)|0;k=a+1936|0;f=62;g=h;while(1){h=122368+(((g|0)==1&(c[i>>2]|0)==0?64:c[k>>2]|0)<<3)|0;g=45760+(f<<3)|0;if(((c[g>>2]&c[h>>2]|0)==0?(c[g+4>>2]&c[h+4>>2]|0)==0:0)?(h=m,g=j,h=Ke(a,f,c[g>>2]^c[h>>2],c[g+4>>2]^c[h+4>>2])|0,!((h&e|0)==0&(z&d|0)==0)):0){h=19;break}f=f+l|0;if((f|0)==(p|0)){h=12;break}g=c[o>>2]|0}if((h|0)==12){f=m;d=n;g=c[f>>2]|0;f=c[f+4>>2]|0;e=c[d>>2]|0;d=c[d+4>>2]|0;break}else if((h|0)==19)return b|0}while(0);m=45760+(q<<3)|0;n=c[31480]|0;k=125904;l=125912;l=gx(c[k>>2]&(c[m>>2]^g)|0,c[k+4>>2]&(c[m+4>>2]^f)|0,c[l>>2]|0,c[l+4>>2]|0)|0;l=jx(l|0,z|0,52)|0;l=n+(l<<3)|0;n=a+288|0;m=a+296|0;if(!((e&c[l>>2]&(c[m>>2]|c[n>>2])|0)==0?(d&c[l+4>>2]&(c[m+4>>2]|c[n+4>>2])|0)==0:0)){if((c[o>>2]|0)==1?(c[a+360>>2]|0)==0:0)d=64;else d=c[a+1936>>2]|0;o=122368+(d<<3)|0;a=46256;if((c[a>>2]&c[o>>2]|0)==0?(c[a+4>>2]&c[o+4>>2]|0)==0:0){q=b;return q|0}}c[b>>2]=(p<<6)+49152+q;q=b+8|0;return q|0}function Jd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0;m=a+256|0;f=m;g=c[f>>2]|0;f=c[f+4>>2]|0;q=a+5272|0;if(!((c[q>>2]&g|0)==0?(c[q+4>>2]&f|0)==0:0)){q=b;return q|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&8)){q=b;return q|0}o=a+5360|0;h=c[o>>2]|0;if((h|0)==1?(c[a+392>>2]|0)==0:0)p=64;else p=c[a+3984>>2]|0;q=c[a+5176>>2]|0;n=a+320|0;d=n;e=c[d>>2]|0;d=c[d+4>>2]|0;l=(p|0)<58?-1:1;do if((p|0)!=58){i=a+360|0;j=45760+(p<<3)|0;k=a+1936|0;f=58;g=h;while(1){h=122368+(((g|0)==1&(c[i>>2]|0)==0?64:c[k>>2]|0)<<3)|0;g=45760+(f<<3)|0;if(((c[g>>2]&c[h>>2]|0)==0?(c[g+4>>2]&c[h+4>>2]|0)==0:0)?(h=m,g=j,h=Ke(a,f,c[g>>2]^c[h>>2],c[g+4>>2]^c[h+4>>2])|0,!((h&e|0)==0&(z&d|0)==0)):0){h=19;break}f=f+l|0;if((f|0)==(p|0)){h=12;break}g=c[o>>2]|0}if((h|0)==12){f=m;d=n;g=c[f>>2]|0;f=c[f+4>>2]|0;e=c[d>>2]|0;d=c[d+4>>2]|0;break}else if((h|0)==19)return b|0}while(0);m=45760+(q<<3)|0;n=c[31456]|0;k=125808;l=125816;l=gx(c[k>>2]&(c[m>>2]^g)|0,c[k+4>>2]&(c[m+4>>2]^f)|0,c[l>>2]|0,c[l+4>>2]|0)|0;l=jx(l|0,z|0,52)|0;l=n+(l<<3)|0;n=a+288|0;m=a+296|0;if(!((e&c[l>>2]&(c[m>>2]|c[n>>2])|0)==0?(d&c[l+4>>2]&(c[m+4>>2]|c[n+4>>2])|0)==0:0)){if((c[o>>2]|0)==1?(c[a+360>>2]|0)==0:0)d=64;else d=c[a+1936>>2]|0;o=122368+(d<<3)|0;a=46224;if((c[a>>2]&c[o>>2]|0)==0?(c[a+4>>2]&c[o+4>>2]|0)==0:0){q=b;return q|0}}c[b>>2]=(p<<6)+49152+q;q=b+8|0;return q|0}function Kd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;m=a+256|0;n=m;l=a+5240|0;if(!((c[l>>2]&c[n>>2]|0)==0?(c[l+4>>2]&c[n+4>>2]|0)==0:0)){n=b;return n|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&4)){n=b;return n|0}n=a+5360|0;g=c[n>>2]|0;if((g|0)==1?(c[a+392>>2]|0)==0:0){e=64;d=c[a+5160>>2]|0;f=7}else{e=c[a+3984>>2]|0;d=c[a+5160>>2]|0;if((e|0)==62)e=62;else f=7}a:do if((f|0)==7){i=a+320|0;h=c[i>>2]|0;i=c[i+4>>2]|0;j=a+360|0;k=45760+(e<<3)|0;l=a+1936|0;f=62;while(1){g=122368+(((g|0)==1&(c[j>>2]|0)==0?64:c[l>>2]|0)<<3)|0;o=45760+(f<<3)|0;if(((c[o>>2]&c[g>>2]|0)==0?(c[o+4>>2]&c[g+4>>2]|0)==0:0)?(o=m,g=k,o=Ke(a,f,c[g>>2]^c[o>>2],c[g+4>>2]^c[o+4>>2])|0,!((o&h|0)==0&(z&i|0)==0)):0)break;f=f+-1|0;if((f|0)==(e|0))break a;g=c[n>>2]|0}return b|0}while(0);c[b>>2]=(e<<6)+49152+d;o=b+8|0;return o|0}function Ld(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0;m=a+256|0;n=m;l=a+5272|0;if(!((c[l>>2]&c[n>>2]|0)==0?(c[l+4>>2]&c[n+4>>2]|0)==0:0)){n=b;return n|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&8)){n=b;return n|0}n=a+5360|0;g=c[n>>2]|0;if((g|0)==1?(c[a+392>>2]|0)==0:0){e=64;d=c[a+5176>>2]|0;f=7}else{e=c[a+3984>>2]|0;d=c[a+5176>>2]|0;if((e|0)==58)e=58;else f=7}a:do if((f|0)==7){i=a+320|0;h=c[i>>2]|0;i=c[i+4>>2]|0;j=a+360|0;k=45760+(e<<3)|0;l=a+1936|0;f=58;while(1){g=122368+(((g|0)==1&(c[j>>2]|0)==0?64:c[l>>2]|0)<<3)|0;o=45760+(f<<3)|0;if(((c[o>>2]&c[g>>2]|0)==0?(c[o+4>>2]&c[g+4>>2]|0)==0:0)?(o=m,g=k,o=Ke(a,f,c[g>>2]^c[o>>2],c[g+4>>2]^c[o+4>>2])|0,!((o&h|0)==0&(z&i|0)==0)):0)break;f=f+1|0;if((f|0)==(e|0))break a;g=c[n>>2]|0}return b|0}while(0);c[b>>2]=(e<<6)+49152+d;o=b+8|0;return o|0}function Md(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5216|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&1)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5148>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<6?-1:1;do if((l|0)!=6){g=6;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31144]|0;g=124560;j=124568;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Nd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5224|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&2)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5152>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<2?-1:1;do if((l|0)!=2){g=2;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31120]|0;g=124464;j=124472;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Od(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5240|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&4)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5160>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<62?-1:1;do if((l|0)!=62){g=62;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31480]|0;g=125904;j=125912;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Pd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5272|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&8)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5176>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<58?-1:1;do if((l|0)!=58){g=58;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31456]|0;g=125808;j=125816;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Qd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5216|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&1)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5148>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<6?-1:1;do if((l|0)!=6){g=6;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31144]|0;g=124560;j=124568;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Rd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5224|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&2)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5152>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<2?-1:1;do if((l|0)!=2){g=2;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31120]|0;g=124464;j=124472;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Sd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5240|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&4)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5160>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<62?-1:1;do if((l|0)!=62){g=62;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31480]|0;g=125904;j=125912;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Td(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5272|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&8)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5176>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<58?-1:1;do if((l|0)!=58){g=58;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31456]|0;g=125808;j=125816;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Ud(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5216|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&1)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5148>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<6?-1:1;do if((l|0)!=6){g=6;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31144]|0;g=124560;j=124568;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Vd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5224|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&2)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5152>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<2?-1:1;do if((l|0)!=2){g=2;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31120]|0;g=124464;j=124472;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Wd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5240|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&4)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5160>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<62?-1:1;do if((l|0)!=62){g=62;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31480]|0;g=125904;j=125912;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Xd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5272|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&8)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5176>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<58?-1:1;do if((l|0)!=58){g=58;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31456]|0;g=125808;j=125816;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Yd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5216|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&1)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5148>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<6?-1:1;do if((l|0)!=6){g=6;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31144]|0;g=124560;j=124568;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function Zd(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5224|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&2)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+360>>2]|0)==0:0)l=64;else l=c[a+1936>>2]|0;m=c[a+5152>>2]|0;k=a+328|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<2?-1:1;do if((l|0)!=2){g=2;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31120]|0;g=124464;j=124472;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function _d(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5240|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&4)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5160>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<62?-1:1;do if((l|0)!=62){g=62;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31480]|0;g=125904;j=125912;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}function $d(a,b){a=a|0;b=b|0;var d=0,e=0,f=0,g=0,h=0,i=0,j=0,k=0,l=0,m=0;i=a+256|0;d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;m=a+5272|0;if(!((c[m>>2]&e|0)==0?(c[m+4>>2]&d|0)==0:0)){m=b;return m|0}if(!(c[(c[a+5352>>2]|0)+24>>2]&8)){m=b;return m|0}if((c[a+5360>>2]|0)==1?(c[a+392>>2]|0)==0:0)l=64;else l=c[a+3984>>2]|0;m=c[a+5176>>2]|0;k=a+320|0;f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;j=(l|0)<58?-1:1;do if((l|0)!=58){g=58;while(1){e=Ke(a,g,e,d)|0;g=g+j|0;if(!((e&h|0)==0&(z&f|0)==0)){g=12;break}d=i;e=c[d>>2]|0;d=c[d+4>>2]|0;if((g|0)==(l|0)){g=9;break}}if((g|0)==9){f=k;h=c[f>>2]|0;f=c[f+4>>2]|0;break}else if((g|0)==12)return b|0}while(0);i=45760+(m<<3)|0;k=c[31456]|0;g=125808;j=125816;j=gx(c[g>>2]&(c[i>>2]^e)|0,c[g+4>>2]&(c[i+4>>2]^d)|0,c[j>>2]|0,c[j+4>>2]|0)|0;j=jx(j|0,z|0,52)|0;j=k+(j<<3)|0;k=a+288|0;a=a+296|0;if(!((h&c[j>>2]&(c[a>>2]|c[k>>2])|0)==0?(f&c[j+4>>2]&(c[a+4>>2]|c[k+4>>2])|0)==0:0)){m=b;return m|0}c[b>>2]=(l<<6)+49152+m;m=b+8|0;return m|0}
function lq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<13&(d&4|0)==0)c[b>>2]=a+-1;else c[f>>2]=d|4;l=h;return}function mq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<60&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function nq(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0;a:while(1){a=c[b>>2]|0;do if(a){g=c[a+12>>2]|0;if((g|0)==(c[a+16>>2]|0))a=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;else a=hl(c[g>>2]|0)|0;if(Rl(a,gl()|0)|0){c[b>>2]=0;h=1;break}else{h=(c[b>>2]|0)==0;break}}else h=1;while(0);g=c[d>>2]|0;do if(g){a=c[g+12>>2]|0;if((a|0)==(c[g+16>>2]|0))a=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else a=hl(c[a>>2]|0)|0;if(!(Rl(a,gl()|0)|0))if(h){h=g;break}else{h=g;break a}else{c[d>>2]=0;i=15;break}}else i=15;while(0);if((i|0)==15){i=0;if(h){h=0;break}else h=0}a=c[b>>2]|0;g=c[a+12>>2]|0;if((g|0)==(c[a+16>>2]|0))a=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;else a=hl(c[g>>2]|0)|0;if(!(fb[c[(c[f>>2]|0)+12>>2]&31](f,8192,a)|0))break;a=c[b>>2]|0;g=a+12|0;h=c[g>>2]|0;if((h|0)==(c[a+16>>2]|0)){db[c[(c[a>>2]|0)+40>>2]&127](a)|0;continue}else{c[g>>2]=h+4;hl(c[h>>2]|0)|0;continue}}a=c[b>>2]|0;do if(a){g=c[a+12>>2]|0;if((g|0)==(c[a+16>>2]|0))a=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;else a=hl(c[g>>2]|0)|0;if(Rl(a,gl()|0)|0){c[b>>2]=0;g=1;break}else{g=(c[b>>2]|0)==0;break}}else g=1;while(0);do if(h){a=c[h+12>>2]|0;if((a|0)==(c[h+16>>2]|0))a=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else a=hl(c[a>>2]|0)|0;if(!(Rl(a,gl()|0)|0))if(g)break;else{i=39;break}else{c[d>>2]=0;i=37;break}}else i=37;while(0);if((i|0)==37?g:0)i=39;if((i|0)==39)c[e>>2]=c[e>>2]|2;return}function oq(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0;n=l;l=l+16|0;k=n+4|0;m=n;j=b+8|0;j=db[c[(c[j>>2]|0)+8>>2]&127](j)|0;b=a[j+8+3>>0]|0;if(b<<24>>24<0)i=c[j+4>>2]|0;else i=b&255;b=a[j+20+3>>0]|0;if(b<<24>>24<0)b=c[j+16>>2]|0;else b=b&255;do if((i|0)!=(0-b|0)){c[m>>2]=c[f>>2];c[k>>2]=c[m>>2];b=(yo(e,k,j,j+24|0,h,g,0)|0)-j|0;i=c[d>>2]|0;if((i|0)==12&(b|0)==0){c[d>>2]=0;break}if((i|0)<12&(b|0)==12)c[d>>2]=i+12}else c[g>>2]=c[g>>2]|4;while(0);l=n;return}function pq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,2)|0;d=c[f>>2]|0;if((a|0)<61&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function qq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,1)|0;d=c[f>>2]|0;if((a|0)<7&(d&4|0)==0)c[b>>2]=a;else c[f>>2]=d|4;l=h;return}function rq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,4)|0;if(!(c[f>>2]&4)){if((a|0)<69)a=a+2e3|0;else a=(a|0)<100?a+1900|0:a;c[b>>2]=a+-1900}l=h;return}function sq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=l;l=l+16|0;a=h+4|0;i=h;c[i>>2]=c[e>>2];c[a>>2]=c[i>>2];a=uq(d,a,f,g,4)|0;if(!(c[f>>2]&4))c[b>>2]=a+-1900;l=h;return}function tq(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0;a=c[b>>2]|0;do if(a){g=c[a+12>>2]|0;if((g|0)==(c[a+16>>2]|0))a=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;else a=hl(c[g>>2]|0)|0;if(Rl(a,gl()|0)|0){c[b>>2]=0;h=1;break}else{h=(c[b>>2]|0)==0;break}}else h=1;while(0);g=c[d>>2]|0;do if(g){a=c[g+12>>2]|0;if((a|0)==(c[g+16>>2]|0))a=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else a=hl(c[a>>2]|0)|0;if(!(Rl(a,gl()|0)|0))if(h){i=g;j=16;break}else{a=6;j=38;break}else{c[d>>2]=0;j=14;break}}else j=14;while(0);if((j|0)==14)if(h){a=6;j=38}else{i=0;j=16}a:do if((j|0)==16){a=c[b>>2]|0;g=c[a+12>>2]|0;if((g|0)==(c[a+16>>2]|0))a=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;else a=hl(c[g>>2]|0)|0;if((fb[c[(c[f>>2]|0)+52>>2]&31](f,a,0)|0)<<24>>24==37){a=c[b>>2]|0;g=a+12|0;h=c[g>>2]|0;if((h|0)==(c[a+16>>2]|0))db[c[(c[a>>2]|0)+40>>2]&127](a)|0;else{c[g>>2]=h+4;hl(c[h>>2]|0)|0}a=c[b>>2]|0;do if(a){g=c[a+12>>2]|0;if((g|0)==(c[a+16>>2]|0))a=db[c[(c[a>>2]|0)+36>>2]&127](a)|0;else a=hl(c[g>>2]|0)|0;if(Rl(a,gl()|0)|0){c[b>>2]=0;g=1;break}else{g=(c[b>>2]|0)==0;break}}else g=1;while(0);do if(i|0){a=c[i+12>>2]|0;if((a|0)==(c[i+16>>2]|0))a=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else a=hl(c[a>>2]|0)|0;if(!(Rl(a,gl()|0)|0))if(g)break a;else{a=2;j=38;break a}else{c[d>>2]=0;break}}while(0);if(g){a=2;j=38}}else{a=4;j=38}}while(0);if((j|0)==38)c[e>>2]=c[e>>2]|a;return}function uq(a,b,d,e,f){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0;g=c[a>>2]|0;do if(g){h=c[g+12>>2]|0;if((h|0)==(c[g+16>>2]|0))g=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else g=hl(c[h>>2]|0)|0;if(Rl(g,gl()|0)|0){c[a>>2]=0;i=1;break}else{i=(c[a>>2]|0)==0;break}}else i=1;while(0);h=c[b>>2]|0;do if(h){g=c[h+12>>2]|0;if((g|0)==(c[h+16>>2]|0))g=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else g=hl(c[g>>2]|0)|0;if(!(Rl(g,gl()|0)|0))if(i){p=17;break}else{p=16;break}else{c[b>>2]=0;p=14;break}}else p=14;while(0);if((p|0)==14)if(i)p=16;else{h=0;p=17}a:do if((p|0)==16){c[d>>2]=c[d>>2]|6;g=0}else if((p|0)==17){g=c[a>>2]|0;i=c[g+12>>2]|0;if((i|0)==(c[g+16>>2]|0))g=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else g=hl(c[i>>2]|0)|0;if(!(fb[c[(c[e>>2]|0)+12>>2]&31](e,2048,g)|0)){c[d>>2]=c[d>>2]|4;g=0;break}g=(fb[c[(c[e>>2]|0)+52>>2]&31](e,g,0)|0)<<24>>24;i=c[a>>2]|0;j=i+12|0;k=c[j>>2]|0;if((k|0)==(c[i+16>>2]|0)){db[c[(c[i>>2]|0)+40>>2]&127](i)|0;l=h;j=h}else{c[j>>2]=k+4;hl(c[k>>2]|0)|0;l=h;j=h}while(1){g=g+-48|0;o=f+-1|0;h=c[a>>2]|0;do if(h){i=c[h+12>>2]|0;if((i|0)==(c[h+16>>2]|0))h=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else h=hl(c[i>>2]|0)|0;if(Rl(h,gl()|0)|0){c[a>>2]=0;k=1;break}else{k=(c[a>>2]|0)==0;break}}else k=1;while(0);do if(j){h=c[j+12>>2]|0;if((h|0)==(c[j+16>>2]|0))h=db[c[(c[j>>2]|0)+36>>2]&127](j)|0;else h=hl(c[h>>2]|0)|0;if(Rl(h,gl()|0)|0){c[b>>2]=0;n=0;h=1;m=0;break}else{n=l;h=(l|0)==0;m=l;break}}else{n=l;h=1;m=0}while(0);i=c[a>>2]|0;if(!((f|0)>1&(k^h)))break;h=c[i+12>>2]|0;if((h|0)==(c[i+16>>2]|0))h=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else h=hl(c[h>>2]|0)|0;if(!(fb[c[(c[e>>2]|0)+12>>2]&31](e,2048,h)|0))break a;g=((fb[c[(c[e>>2]|0)+52>>2]&31](e,h,0)|0)<<24>>24)+(g*10|0)|0;h=c[a>>2]|0;i=h+12|0;j=c[i>>2]|0;if((j|0)==(c[h+16>>2]|0)){db[c[(c[h>>2]|0)+40>>2]&127](h)|0;f=o;l=n;j=m;continue}else{c[i>>2]=j+4;hl(c[j>>2]|0)|0;f=o;l=n;j=m;continue}}do if(i){h=c[i+12>>2]|0;if((h|0)==(c[i+16>>2]|0))h=db[c[(c[i>>2]|0)+36>>2]&127](i)|0;else h=hl(c[h>>2]|0)|0;if(Rl(h,gl()|0)|0){c[a>>2]=0;i=1;break}else{i=(c[a>>2]|0)==0;break}}else i=1;while(0);do if(n){h=c[n+12>>2]|0;if((h|0)==(c[n+16>>2]|0))h=db[c[(c[n>>2]|0)+36>>2]&127](n)|0;else h=hl(c[h>>2]|0)|0;if(!(Rl(h,gl()|0)|0))if(i)break a;else break;else{c[b>>2]=0;p=60;break}}else p=60;while(0);if((p|0)==60?!i:0)break;c[d>>2]=c[d>>2]|2}while(0);return g|0}function vq(a){a=a|0;Aq(a+8|0);Xm(a);return}function wq(a){a=a|0;Aq(a+8|0);Xm(a);Hv(a);return}function xq(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0;j=l;l=l+112|0;e=j+4|0;f=j;c[f>>2]=e+100;yq(b+8|0,e,f,g,h,i);i=c[f>>2]|0;h=e;e=c[d>>2]|0;while(1){if((h|0)==(i|0))break;f=a[h>>0]|0;if(!e)e=0;else{b=e+24|0;g=c[b>>2]|0;if((g|0)==(c[e+28>>2]|0)){d=c[(c[e>>2]|0)+52>>2]|0;f=Rk(f)|0;f=eb[d&63](e,f)|0}else{c[b>>2]=g+1;a[g>>0]=f;f=Rk(f)|0}d=Pl(f,Qk()|0)|0;e=d?0:e}h=h+1|0}l=j;return e|0}function yq(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0;m=l;l=l+16|0;i=m;a[i>>0]=37;j=i+1|0;a[j>>0]=g;k=i+2|0;a[k>>0]=h;a[i+3>>0]=0;if(h<<24>>24){a[j>>0]=h;a[k>>0]=g}k=zq(d,c[e>>2]|0)|0;c[e>>2]=d+(bb(d|0,k|0,i|0,f|0,c[b>>2]|0)|0);l=m;return}function zq(a,b){a=a|0;b=b|0;return b-a|0}function Aq(a){a=a|0;var b=0;b=c[a>>2]|0;if((b|0)!=(tn()|0))vj(c[a>>2]|0);return}function Bq(a){a=a|0;Aq(a+8|0);Xm(a);return}function Cq(a){a=a|0;Aq(a+8|0);Xm(a);Hv(a);return}function Dq(a,b,d,e,f,g,h){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0;i=l;l=l+416|0;d=i+8|0;e=i;c[e>>2]=d+400;Eq(a+8|0,d,e,f,g,h);h=c[e>>2]|0;g=d;d=c[b>>2]|0;while(1){if((g|0)==(h|0))break;e=c[g>>2]|0;if(!d)d=0;else{a=d+24|0;f=c[a>>2]|0;if((f|0)==(c[d+28>>2]|0)){b=c[(c[d>>2]|0)+52>>2]|0;e=hl(e)|0;e=eb[b&63](d,e)|0}else{c[a>>2]=f+4;c[f>>2]=e;e=hl(e)|0}b=Rl(e,gl()|0)|0;d=b?0:d}g=g+4|0}l=i;return d|0}function Eq(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0;h=l;l=l+128|0;k=h+16|0;m=h+12|0;i=h;j=h+8|0;c[m>>2]=k+100;yq(a,k,m,e,f,g);e=i;c[e>>2]=0;c[e+4>>2]=0;c[j>>2]=k;e=Fq(b,c[d>>2]|0)|0;a=lj(c[a>>2]|0)|0;e=Cj(b,j,e,i)|0;if(a|0)lj(a)|0;if((e|0)==-1)Gq(0);else{c[d>>2]=b+(e<<2);l=h;return}}function Fq(a,b){a=a|0;b=b|0;return b-a>>2|0}function Gq(a){a=a|0;Ia()}function Hq(a){a=a|0;Xm(a);return}function Iq(a){a=a|0;Xm(a);Hv(a);return}function Jq(a){a=a|0;return 127}function Kq(a){a=a|0;return 127}function Lq(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function Mq(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function Nq(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function Oq(b,d){b=b|0;d=d|0;var e=0;d=l;l=l+16|0;e=d;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;a[b+11>>0]=1;Sq(b,1,45)|0;a[e>>0]=0;Ml(b+1|0,e);l=d;return}function Pq(a){a=a|0;return 0}function Qq(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function Rq(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function Sq(a,b,c){a=a|0;b=b|0;c=c|0;if(b|0)px(a|0,(Rk(c)|0)&255|0,b|0)|0;return a|0}function Tq(a){a=a|0;Xm(a);return}function Uq(a){a=a|0;Xm(a);Hv(a);return}function Vq(a){a=a|0;return 127}function Wq(a){a=a|0;return 127}function Xq(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function Yq(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function Zq(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function _q(b,d){b=b|0;d=d|0;var e=0;d=l;l=l+16|0;e=d;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;a[b+11>>0]=1;Sq(b,1,45)|0;a[e>>0]=0;Ml(b+1|0,e);l=d;return}function $q(a){a=a|0;return 0}function ar(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function br(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function cr(a){a=a|0;Xm(a);return}function dr(a){a=a|0;Xm(a);Hv(a);return}function er(a){a=a|0;return 2147483647}function fr(a){a=a|0;return 2147483647}function gr(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function hr(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function ir(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function jr(b,d){b=b|0;d=d|0;var e=0;d=l;l=l+16|0;e=d;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;a[b+8+3>>0]=1;$o(b,1,45)|0;c[e>>2]=0;bn(b+4|0,e);l=d;return}function kr(a){a=a|0;return 0}function lr(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function mr(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function nr(a){a=a|0;Xm(a);return}function or(a){a=a|0;Xm(a);Hv(a);return}function pr(a){a=a|0;return 2147483647}function qr(a){a=a|0;return 2147483647}function rr(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function sr(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function tr(a,b){a=a|0;b=b|0;c[a>>2]=0;c[a+4>>2]=0;c[a+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[a+(b<<2)>>2]=0;b=b+1|0}return}function ur(b,d){b=b|0;d=d|0;var e=0;d=l;l=l+16|0;e=d;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;a[b+8+3>>0]=1;$o(b,1,45)|0;c[e>>2]=0;bn(b+4|0,e);l=d;return}function vr(a){a=a|0;return 0}function wr(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function xr(b,c){b=b|0;c=c|0;a[b>>0]=2;a[b+1>>0]=3;a[b+2>>0]=0;a[b+3>>0]=4;return}function yr(a){a=a|0;Xm(a);return}function zr(a){a=a|0;Xm(a);Hv(a);return}function Ar(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;x=l;l=l+240|0;o=x+24|0;r=x;n=x+140|0;w=x+16|0;q=x+12|0;t=x+8|0;j=x+136|0;y=x+4|0;p=x+36|0;c[w>>2]=n;v=w+4|0;c[v>>2]=176;Ql(t,g);b=qn(t,1104724)|0;a[j>>0]=0;c[y>>2]=c[e>>2];m=c[g+4>>2]|0;c[o>>2]=c[y>>2];if(Dr(d,o,f,t,m,h,j,b,w,q,n+100|0)|0){gb[c[(c[b>>2]|0)+32>>2]&7](b,44542,44552,o)|0;m=c[q>>2]|0;f=c[w>>2]|0;b=m-f|0;if((b|0)>98){b=Kh(b+2|0)|0;if(!b)Jv();else{k=b;s=b}}else{k=p;s=0}if(!(a[j>>0]|0))b=k;else{a[k>>0]=45;b=k+1|0}k=o+10|0;n=o;j=f;g=b;b=m;while(1){if(j>>>0>=b>>>0)break;f=a[j>>0]|0;b=o;while(1){if((b|0)==(k|0)){b=k;break}if((a[b>>0]|0)==f<<24>>24)break;b=b+1|0}a[g>>0]=a[44542+(b-n)>>0]|0;j=j+1|0;g=g+1|0;b=c[q>>2]|0}a[g>>0]=0;c[r>>2]=i;if((Vj(p,44553,r)|0)!=1)Gq(0);if(s|0)Lh(s)}b=c[d>>2]|0;do if(b){f=c[b+12>>2]|0;if((f|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=Rk(a[f>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;g=1;break}else{g=(c[d>>2]|0)==0;break}}else g=1;while(0);b=c[e>>2]|0;do if(b){f=c[b+12>>2]|0;if((f|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=Rk(a[f>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(g)break;else{u=34;break}else{c[e>>2]=0;u=32;break}}else u=32;while(0);if((u|0)==32?g:0)u=34;if((u|0)==34)c[h>>2]=c[h>>2]|2;f=c[d>>2]|0;rn(t);b=c[w>>2]|0;c[w>>2]=0;if(b|0)ob[c[v>>2]&255](b);l=x;return f|0}function Br(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;u=l;l=l+144|0;j=u+24|0;b=u+32|0;t=u+16|0;n=u+8|0;q=u;k=u+28|0;o=u+4|0;c[t>>2]=b;s=t+4|0;c[s>>2]=176;Ql(q,g);m=qn(q,1104724)|0;a[k>>0]=0;p=c[e>>2]|0;c[o>>2]=p;g=c[g+4>>2]|0;c[j>>2]=c[o>>2];o=p;if(Dr(d,j,f,q,g,h,k,m,t,n,b+100|0)|0){b=i+11|0;if((a[b>>0]|0)<0){f=c[i>>2]|0;a[j>>0]=0;Ml(f,j);c[i+4>>2]=0}else{a[j>>0]=0;Ml(i,j);a[b>>0]=0}if(a[k>>0]|0)_v(i,eb[c[(c[m>>2]|0)+28>>2]&63](m,45)|0);k=eb[c[(c[m>>2]|0)+28>>2]&63](m,48)|0;g=c[n>>2]|0;j=g+-1|0;b=c[t>>2]|0;while(1){if(b>>>0>=j>>>0)break;if((a[b>>0]|0)!=k<<24>>24)break;b=b+1|0}Er(i,b,g)|0}b=c[d>>2]|0;do if(b){g=c[b+12>>2]|0;if((g|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=Rk(a[g>>0]|0)|0;if(Pl(b,Qk()|0)|0){c[d>>2]=0;g=1;break}else{g=(c[d>>2]|0)==0;break}}else g=1;while(0);do if(p){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[p>>2]|0)+36>>2]&127](o)|0;else b=Rk(a[b>>0]|0)|0;if(!(Pl(b,Qk()|0)|0))if(g)break;else{r=27;break}else{c[e>>2]=0;r=25;break}}else r=25;while(0);if((r|0)==25?g:0)r=27;if((r|0)==27)c[h>>2]=c[h>>2]|2;g=c[d>>2]|0;rn(q);b=c[t>>2]|0;c[t>>2]=0;if(b|0)ob[c[s>>2]&255](b);l=u;return g|0}function Cr(a){a=a|0;return}function Dr(e,f,g,h,i,j,k,m,n,o,p){e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;m=m|0;n=n|0;o=o|0;p=p|0;var q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0,Z=0,_=0;_=l;l=l+512|0;J=_+88|0;P=_+96|0;Z=_+80|0;R=_+72|0;K=_+68|0;L=_+500|0;M=_+497|0;N=_+496|0;T=_+56|0;U=_+44|0;V=_+32|0;W=_+20|0;X=_+8|0;O=_+4|0;S=_;c[J>>2]=p;c[Z>>2]=P;Y=Z+4|0;c[Y>>2]=176;c[R>>2]=P;c[K>>2]=P+400;c[T>>2]=0;c[T+4>>2]=0;c[T+8>>2]=0;p=0;while(1){if((p|0)==3)break;c[T+(p<<2)>>2]=0;p=p+1|0}c[U>>2]=0;c[U+4>>2]=0;c[U+8>>2]=0;p=0;while(1){if((p|0)==3)break;c[U+(p<<2)>>2]=0;p=p+1|0}c[V>>2]=0;c[V+4>>2]=0;c[V+8>>2]=0;p=0;while(1){if((p|0)==3)break;c[V+(p<<2)>>2]=0;p=p+1|0}c[W>>2]=0;c[W+4>>2]=0;c[W+8>>2]=0;p=0;while(1){if((p|0)==3)break;c[W+(p<<2)>>2]=0;p=p+1|0}c[X>>2]=0;c[X+4>>2]=0;c[X+8>>2]=0;p=0;while(1){if((p|0)==3)break;c[X+(p<<2)>>2]=0;p=p+1|0}Gr(g,h,L,M,N,T,U,V,W,O);c[o>>2]=c[n>>2];E=m+8|0;F=V+11|0;G=V+4|0;H=W+11|0;I=W+4|0;w=(i&512|0)!=0;x=U+11|0;y=U+4|0;z=X+11|0;A=X+4|0;B=L+3|0;C=T+11|0;D=T+4|0;P=0;v=0;a:while(1){m=(P|0)!=0;if(v>>>0>=4){Q=234;break}p=c[e>>2]|0;do if(p){g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if(Pl(p,Qk()|0)|0){c[e>>2]=0;h=1;break}else{h=(c[e>>2]|0)==0;break}}else h=1;while(0);g=c[f>>2]|0;do if(g){p=c[g+12>>2]|0;if((p|0)==(c[g+16>>2]|0))p=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else p=Rk(a[p>>0]|0)|0;if(!(Pl(p,Qk()|0)|0))if(h){u=g;break}else{Q=234;break a}else{c[f>>2]=0;Q=31;break}}else Q=31;while(0);if((Q|0)==31){Q=0;if(h){Q=234;break}else u=0}p=(v|0)!=3;b:do switch(a[L+v>>0]|0){case 1:{if(p){p=c[e>>2]|0;g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if((p&255)<<24>>24<=-1){Q=44;break a}if(!(b[(c[E>>2]|0)+(p<<24>>24<<1)>>1]&8192)){Q=44;break a}p=c[e>>2]|0;g=p+12|0;h=c[g>>2]|0;if((h|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+40>>2]&127](p)|0;else{c[g>>2]=h+1;p=Rk(a[h>>0]|0)|0}_v(X,p&255);p=u;m=u;Q=46}else p=P;break}case 0:{if(p){p=u;m=u;Q=46}else p=P;break}case 3:{p=a[F>>0]|0;p=p<<24>>24<0?c[G>>2]|0:p&255;m=a[H>>0]|0;m=m<<24>>24<0?c[I>>2]|0:m&255;if((p|0)==(0-m|0))p=P;else{i=(p|0)==0;p=c[e>>2]|0;g=c[p+12>>2]|0;h=(g|0)==(c[p+16>>2]|0);if(i|(m|0)==0){if(h)p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;p=p&255;if(i){if(p<<24>>24!=(a[((a[H>>0]|0)<0?c[W>>2]|0:W)>>0]|0)){p=P;break b}p=c[e>>2]|0;g=p+12|0;h=c[g>>2]|0;if((h|0)==(c[p+16>>2]|0))db[c[(c[p>>2]|0)+40>>2]&127](p)|0;else{c[g>>2]=h+1;Rk(a[h>>0]|0)|0}a[k>>0]=1;p=a[H>>0]|0;p=(p<<24>>24<0?c[I>>2]|0:p&255)>>>0>1?W:P;break b}if(p<<24>>24!=(a[((a[F>>0]|0)<0?c[V>>2]|0:V)>>0]|0)){a[k>>0]=1;p=P;break b}p=c[e>>2]|0;g=p+12|0;h=c[g>>2]|0;if((h|0)==(c[p+16>>2]|0))db[c[(c[p>>2]|0)+40>>2]&127](p)|0;else{c[g>>2]=h+1;Rk(a[h>>0]|0)|0}p=a[F>>0]|0;p=(p<<24>>24<0?c[G>>2]|0:p&255)>>>0>1?V:P;break b}if(h)p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;g=c[e>>2]|0;h=g+12|0;m=c[h>>2]|0;i=(m|0)==(c[g+16>>2]|0);if((p&255)<<24>>24==(a[((a[F>>0]|0)<0?c[V>>2]|0:V)>>0]|0)){if(i)db[c[(c[g>>2]|0)+40>>2]&127](g)|0;else{c[h>>2]=m+1;Rk(a[m>>0]|0)|0}p=a[F>>0]|0;p=(p<<24>>24<0?c[G>>2]|0:p&255)>>>0>1?V:P;break b}if(i)p=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else p=Rk(a[m>>0]|0)|0;if((p&255)<<24>>24!=(a[((a[H>>0]|0)<0?c[W>>2]|0:W)>>0]|0)){Q=103;break a}p=c[e>>2]|0;g=p+12|0;h=c[g>>2]|0;if((h|0)==(c[p+16>>2]|0))db[c[(c[p>>2]|0)+40>>2]&127](p)|0;else{c[g>>2]=h+1;Rk(a[h>>0]|0)|0}a[k>>0]=1;p=a[H>>0]|0;p=(p<<24>>24<0?c[I>>2]|0:p&255)>>>0>1?W:P}break}case 2:{if(!(v>>>0<2|m)?!(w|(v|0)==2&(a[B>>0]|0)!=0):0){p=0;break b}g=a[x>>0]|0;p=g<<24>>24<0;s=c[U>>2]|0;h=p?s:U;r=h;c:do if((v|0)!=0?(d[L+(v+-1)>>0]|0)<2:0){p=h+(p?c[y>>2]|0:g&255)|0;q=r;while(1){m=q;if((m|0)==(p|0))break;i=a[m>>0]|0;if(i<<24>>24<=-1)break;if(!(b[(c[E>>2]|0)+(i<<24>>24<<1)>>1]&8192))break;q=m+1|0}i=q-r|0;m=a[z>>0]|0;p=m<<24>>24<0;m=p?c[A>>2]|0:m&255;if(i>>>0<=m>>>0){m=(p?c[X>>2]|0:X)+m|0;p=m+(0-i)|0;while(1){if((p|0)==(m|0)){t=u;h=q;p=s;m=u;break c}if((a[p>>0]|0)!=(a[h>>0]|0)){t=u;h=r;p=s;m=u;break c}h=h+1|0;p=p+1|0}}else{t=u;h=r;p=s;m=u}}else{t=u;h=r;p=s;m=u}while(0);d:while(1){q=g<<24>>24<0;p=(q?p:U)+(q?c[y>>2]|0:g&255)|0;q=h;if((q|0)==(p|0))break;p=c[e>>2]|0;do if(p){g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if(Pl(p,Qk()|0)|0){c[e>>2]=0;g=1;break}else{g=(c[e>>2]|0)==0;break}}else g=1;while(0);do if(m){p=c[m+12>>2]|0;if((p|0)==(c[m+16>>2]|0))p=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else p=Rk(a[p>>0]|0)|0;if(!(Pl(p,Qk()|0)|0))if(g^(t|0)==0){p=t;i=t;break}else{p=q;break d}else{c[f>>2]=0;p=0;Q=132;break}}else{p=t;Q=132}while(0);if((Q|0)==132){Q=0;if(g){p=q;break}else i=0}g=c[e>>2]|0;h=c[g+12>>2]|0;if((h|0)==(c[g+16>>2]|0))g=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else g=Rk(a[h>>0]|0)|0;if((g&255)<<24>>24!=(a[q>>0]|0)){p=q;break}g=c[e>>2]|0;h=g+12|0;m=c[h>>2]|0;if((m|0)==(c[g+16>>2]|0))db[c[(c[g>>2]|0)+40>>2]&127](g)|0;else{c[h>>2]=m+1;Rk(a[m>>0]|0)|0}t=p;h=q+1|0;g=a[x>>0]|0;p=c[U>>2]|0;m=i}if(w?(u=a[x>>0]|0,t=u<<24>>24<0,(p|0)!=((t?c[U>>2]|0:U)+(t?c[y>>2]|0:u&255)|0)):0){Q=144;break a}else p=P;break}case 4:{r=0;p=u;m=u;e:while(1){g=c[e>>2]|0;do if(g){h=c[g+12>>2]|0;if((h|0)==(c[g+16>>2]|0))g=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else g=Rk(a[h>>0]|0)|0;if(Pl(g,Qk()|0)|0){c[e>>2]=0;h=1;break}else{h=(c[e>>2]|0)==0;break}}else h=1;while(0);do if(m){g=c[m+12>>2]|0;if((g|0)==(c[m+16>>2]|0))g=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else g=Rk(a[g>>0]|0)|0;if(!(Pl(g,Qk()|0)|0))if(h^(p|0)==0){i=p;q=p;break}else{m=p;break e}else{c[f>>2]=0;p=0;Q=158;break}}else Q=158;while(0);if((Q|0)==158){Q=0;if(h){m=p;break}else{i=p;q=0}}p=c[e>>2]|0;g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;g=p&255;if(g<<24>>24>-1?(b[(c[E>>2]|0)+(p<<24>>24<<1)>>1]&2048)!=0:0){p=c[o>>2]|0;if((p|0)==(c[J>>2]|0)){Hr(n,o,J);p=c[o>>2]|0}c[o>>2]=p+1;a[p>>0]=g;p=r+1|0}else{u=a[C>>0]|0;if(!(g<<24>>24==(a[N>>0]|0)&(r|0?((u<<24>>24<0?c[D>>2]|0:u&255)|0)!=0:0))){m=i;break}p=c[R>>2]|0;if((p|0)==(c[K>>2]|0)){Ir(Z,R,K);p=c[R>>2]|0}c[R>>2]=p+4;c[p>>2]=r;p=0}g=c[e>>2]|0;h=g+12|0;m=c[h>>2]|0;if((m|0)==(c[g+16>>2]|0)){db[c[(c[g>>2]|0)+40>>2]&127](g)|0;r=p;p=i;m=q;continue}else{c[h>>2]=m+1;Rk(a[m>>0]|0)|0;r=p;p=i;m=q;continue}}p=c[R>>2]|0;if(r|0?(c[Z>>2]|0)!=(p|0):0){if((p|0)==(c[K>>2]|0)){Ir(Z,R,K);p=c[R>>2]|0}c[R>>2]=p+4;c[p>>2]=r}f:do if((c[O>>2]|0)>0){p=c[e>>2]|0;do if(p){g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if(Pl(p,Qk()|0)|0){c[e>>2]=0;g=1;break}else{g=(c[e>>2]|0)==0;break}}else g=1;while(0);do if(m){p=c[m+12>>2]|0;if((p|0)==(c[m+16>>2]|0))p=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else p=Rk(a[p>>0]|0)|0;if(!(Pl(p,Qk()|0)|0))if(g)break;else{Q=232;break a}else{c[f>>2]=0;Q=193;break}}else Q=193;while(0);if((Q|0)==193){Q=0;if(g){Q=232;break a}else m=0}p=c[e>>2]|0;g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if((p&255)<<24>>24!=(a[M>>0]|0)){Q=232;break a}p=c[e>>2]|0;g=p+12|0;h=c[g>>2]|0;if((h|0)==(c[p+16>>2]|0)){db[c[(c[p>>2]|0)+40>>2]&127](p)|0;p=m}else{c[g>>2]=h+1;Rk(a[h>>0]|0)|0;p=m}while(1){if((c[O>>2]|0)<=0)break f;g=c[e>>2]|0;do if(g){h=c[g+12>>2]|0;if((h|0)==(c[g+16>>2]|0))g=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else g=Rk(a[h>>0]|0)|0;if(Pl(g,Qk()|0)|0){c[e>>2]=0;h=1;break}else{h=(c[e>>2]|0)==0;break}}else h=1;while(0);do if(m){g=c[m+12>>2]|0;if((g|0)==(c[m+16>>2]|0))g=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else g=Rk(a[g>>0]|0)|0;if(!(Pl(g,Qk()|0)|0))if(h^(p|0)==0){i=p;m=p;break}else{Q=232;break a}else{c[f>>2]=0;p=0;Q=216;break}}else Q=216;while(0);if((Q|0)==216){Q=0;if(h){Q=232;break a}else{i=p;m=0}}p=c[e>>2]|0;g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if((p&255)<<24>>24<=-1){Q=232;break a}if(!(b[(c[E>>2]|0)+(p<<24>>24<<1)>>1]&2048)){Q=232;break a}if((c[o>>2]|0)==(c[J>>2]|0))Hr(n,o,J);p=c[e>>2]|0;g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;g=c[o>>2]|0;c[o>>2]=g+1;a[g>>0]=p;c[O>>2]=(c[O>>2]|0)+-1;p=c[e>>2]|0;g=p+12|0;h=c[g>>2]|0;if((h|0)==(c[p+16>>2]|0)){db[c[(c[p>>2]|0)+40>>2]&127](p)|0;p=i;continue}else{c[g>>2]=h+1;Rk(a[h>>0]|0)|0;p=i;continue}}}while(0);if((c[o>>2]|0)==(c[n>>2]|0)){Q=232;break a}else p=P;break}default:p=P}while(0);g:do if((Q|0)==46)while(1){Q=0;g=c[e>>2]|0;do if(g){h=c[g+12>>2]|0;if((h|0)==(c[g+16>>2]|0))g=db[c[(c[g>>2]|0)+36>>2]&127](g)|0;else g=Rk(a[h>>0]|0)|0;if(Pl(g,Qk()|0)|0){c[e>>2]=0;h=1;break}else{h=(c[e>>2]|0)==0;break}}else h=1;while(0);do if(m){g=c[m+12>>2]|0;if((g|0)==(c[m+16>>2]|0))g=db[c[(c[m>>2]|0)+36>>2]&127](m)|0;else g=Rk(a[g>>0]|0)|0;if(!(Pl(g,Qk()|0)|0))if(h^(p|0)==0){i=p;m=p;break}else{p=P;break g}else{c[f>>2]=0;p=0;Q=59;break}}else Q=59;while(0);if((Q|0)==59){Q=0;if(h){p=P;break g}else{i=p;m=0}}p=c[e>>2]|0;g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if((p&255)<<24>>24<=-1){p=P;break g}if(!(b[(c[E>>2]|0)+(p<<24>>24<<1)>>1]&8192)){p=P;break g}p=c[e>>2]|0;g=p+12|0;h=c[g>>2]|0;if((h|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+40>>2]&127](p)|0;else{c[g>>2]=h+1;p=Rk(a[h>>0]|0)|0}_v(X,p&255);p=i;Q=46}while(0);P=p;v=v+1|0}h:do if((Q|0)==44){c[j>>2]=c[j>>2]|4;g=0}else if((Q|0)==103){c[j>>2]=c[j>>2]|4;g=0}else if((Q|0)==144){c[j>>2]=c[j>>2]|4;g=0}else if((Q|0)==232){c[j>>2]=c[j>>2]|4;g=0}else if((Q|0)==234){i:do if(m){i=P+11|0;q=P+4|0;m=1;j:while(1){p=a[i>>0]|0;if(p<<24>>24<0)p=c[q>>2]|0;else p=p&255;if(m>>>0>=p>>>0)break i;p=c[e>>2]|0;do if(p){g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if(Pl(p,Qk()|0)|0){c[e>>2]=0;h=1;break}else{h=(c[e>>2]|0)==0;break}}else h=1;while(0);p=c[f>>2]|0;do if(p){g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if(!(Pl(p,Qk()|0)|0))if(h)break;else break j;else{c[f>>2]=0;Q=253;break}}else Q=253;while(0);if((Q|0)==253?(Q=0,h):0)break;p=c[e>>2]|0;g=c[p+12>>2]|0;if((g|0)==(c[p+16>>2]|0))p=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else p=Rk(a[g>>0]|0)|0;if((a[i>>0]|0)<0)g=c[P>>2]|0;else g=P;if((p&255)<<24>>24!=(a[g+m>>0]|0))break;p=m+1|0;g=c[e>>2]|0;h=g+12|0;m=c[h>>2]|0;if((m|0)==(c[g+16>>2]|0)){db[c[(c[g>>2]|0)+40>>2]&127](g)|0;m=p;continue}else{c[h>>2]=m+1;Rk(a[m>>0]|0)|0;m=p;continue}}c[j>>2]=c[j>>2]|4;g=0;break h}while(0);g=c[Z>>2]|0;p=c[R>>2]|0;if((g|0)!=(p|0)){c[S>>2]=0;Fn(T,g,p,S);if(!(c[S>>2]|0)){g=1;break}else{c[j>>2]=c[j>>2]|4;g=0;break}}else g=1}while(0);Ov(X);Ov(W);Ov(V);Ov(U);Ov(T);p=c[Z>>2]|0;c[Z>>2]=0;if(p|0)ob[c[Y>>2]&255](p);l=_;return g|0}function Er(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+16|0;k=d;p=q+12|0;i=q;o=b+11|0;g=a[o>>0]|0;f=g<<24>>24<0;if(f){m=c[b+4>>2]|0;j=(c[b+8>>2]&2147483647)+-1|0}else{m=g&255;j=10}n=e-k|0;do if(n|0){if(f){g=c[b>>2]|0;h=g;f=c[b+4>>2]|0}else{h=b;f=g&255;g=b}if(Fr(d,g,h+f|0)|0){c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;if(n>>>0>4294967279)Kv(i);if(n>>>0<11){a[i+11>>0]=n;g=i}else{o=n+16&-16;g=Ev(o)|0;c[i>>2]=g;c[i+8>>2]=o|-2147483648;c[i+4>>2]=n}f=g;while(1){if((d|0)==(e|0))break;Ml(f,d);d=d+1|0;f=f+1|0}a[p>>0]=0;Ml(g+n|0,p);p=a[i+11>>0]|0;e=p<<24>>24<0;Yv(b,e?c[i>>2]|0:i,e?c[i+4>>2]|0:p&255)|0;Ov(i);break}i=m+n|0;if((j-m|0)>>>0<n>>>0)Xv(b,j,i-j|0,m,m,0,0);if((a[o>>0]|0)<0)h=c[b>>2]|0;else h=b;g=e+(m-k)|0;f=h+m|0;while(1){if((d|0)==(e|0))break;Ml(f,d);f=f+1|0;d=d+1|0}a[p>>0]=0;Ml(h+g|0,p);if((a[o>>0]|0)<0){c[b+4>>2]=i;break}else{a[o>>0]=i;break}}while(0);l=q;return b|0}function Fr(a,b,c){a=a|0;b=b|0;c=c|0;return b>>>0<=a>>>0&a>>>0<c>>>0|0}function Gr(b,d,e,f,g,h,i,j,k,m){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;m=m|0;var n=0,o=0,p=0;p=l;l=l+16|0;n=p+12|0;o=p;if(b){d=qn(d,1106444)|0;pb[c[(c[d>>2]|0)+44>>2]&63](n,d);b=c[n>>2]|0;a[e>>0]=b;a[e+1>>0]=b>>8;a[e+2>>0]=b>>16;a[e+3>>0]=b>>24;pb[c[(c[d>>2]|0)+32>>2]&63](o,d);b=k+11|0;if((a[b>>0]|0)<0){b=c[k>>2]|0;a[n>>0]=0;Ml(b,n);c[k+4>>2]=0;b=k}else{a[n>>0]=0;Ml(k,n);a[b>>0]=0;b=k}Tv(k,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[d>>2]|0)+28>>2]&63](o,d);b=j+11|0;if((a[b>>0]|0)<0){b=c[j>>2]|0;a[n>>0]=0;Ml(b,n);c[j+4>>2]=0;b=j}else{a[n>>0]=0;Ml(j,n);a[b>>0]=0;b=j}Tv(j,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);a[f>>0]=db[c[(c[d>>2]|0)+12>>2]&127](d)|0;a[g>>0]=db[c[(c[d>>2]|0)+16>>2]&127](d)|0;pb[c[(c[d>>2]|0)+20>>2]&63](o,d);b=h+11|0;if((a[b>>0]|0)<0){b=c[h>>2]|0;a[n>>0]=0;Ml(b,n);c[h+4>>2]=0;b=h}else{a[n>>0]=0;Ml(h,n);a[b>>0]=0;b=h}Tv(h,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[d>>2]|0)+24>>2]&63](o,d);b=i+11|0;if((a[b>>0]|0)<0){b=c[i>>2]|0;a[n>>0]=0;Ml(b,n);c[i+4>>2]=0;b=i}else{a[n>>0]=0;Ml(i,n);a[b>>0]=0;b=i}Tv(i,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);b=db[c[(c[d>>2]|0)+36>>2]&127](d)|0}else{d=qn(d,1106436)|0;pb[c[(c[d>>2]|0)+44>>2]&63](n,d);b=c[n>>2]|0;a[e>>0]=b;a[e+1>>0]=b>>8;a[e+2>>0]=b>>16;a[e+3>>0]=b>>24;pb[c[(c[d>>2]|0)+32>>2]&63](o,d);b=k+11|0;if((a[b>>0]|0)<0){b=c[k>>2]|0;a[n>>0]=0;Ml(b,n);c[k+4>>2]=0;b=k}else{a[n>>0]=0;Ml(k,n);a[b>>0]=0;b=k}Tv(k,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[d>>2]|0)+28>>2]&63](o,d);b=j+11|0;if((a[b>>0]|0)<0){b=c[j>>2]|0;a[n>>0]=0;Ml(b,n);c[j+4>>2]=0;b=j}else{a[n>>0]=0;Ml(j,n);a[b>>0]=0;b=j}Tv(j,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);a[f>>0]=db[c[(c[d>>2]|0)+12>>2]&127](d)|0;a[g>>0]=db[c[(c[d>>2]|0)+16>>2]&127](d)|0;pb[c[(c[d>>2]|0)+20>>2]&63](o,d);b=h+11|0;if((a[b>>0]|0)<0){b=c[h>>2]|0;a[n>>0]=0;Ml(b,n);c[h+4>>2]=0;b=h}else{a[n>>0]=0;Ml(h,n);a[b>>0]=0;b=h}Tv(h,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[d>>2]|0)+24>>2]&63](o,d);b=i+11|0;if((a[b>>0]|0)<0){b=c[i>>2]|0;a[n>>0]=0;Ml(b,n);c[i+4>>2]=0;b=i}else{a[n>>0]=0;Ml(i,n);a[b>>0]=0;b=i}Tv(i,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);b=db[c[(c[d>>2]|0)+36>>2]&127](d)|0}c[m>>2]=b;l=p;return}function Hr(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;i=a+4|0;f=(c[i>>2]|0)!=176;e=c[a>>2]|0;g=(c[d>>2]|0)-e|0;g=g>>>0<2147483647?g<<1:-1;g=(g|0)==0?1:g;h=(c[b>>2]|0)-e|0;e=Mh(f?e:0,g)|0;if(!e)Jv();if(!f){f=c[a>>2]|0;c[a>>2]=e;if(f){ob[c[i>>2]&255](f);e=c[a>>2]|0}}else c[a>>2]=e;c[i>>2]=177;c[b>>2]=e+h;c[d>>2]=(c[a>>2]|0)+g;return}function Ir(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;i=a+4|0;f=(c[i>>2]|0)!=176;e=c[a>>2]|0;g=(c[d>>2]|0)-e|0;g=g>>>0<2147483647?g<<1:-1;g=(g|0)==0?4:g;h=(c[b>>2]|0)-e>>2;e=Mh(f?e:0,g)|0;if(!e)Jv();if(!f){f=c[a>>2]|0;c[a>>2]=e;if(f){ob[c[i>>2]&255](f);e=c[a>>2]|0}}else c[a>>2]=e;c[i>>2]=177;c[b>>2]=e+(h<<2);c[d>>2]=(c[a>>2]|0)+(g>>>2<<2);return}function Jr(a){a=a|0;Xm(a);return}function Kr(a){a=a|0;Xm(a);Hv(a);return}function Lr(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0;x=l;l=l+576|0;o=x+424|0;r=x;n=x+24|0;w=x+16|0;q=x+12|0;t=x+8|0;j=x+564|0;y=x+4|0;p=x+464|0;c[w>>2]=n;v=w+4|0;c[v>>2]=176;Ql(t,g);b=qn(t,1104756)|0;a[j>>0]=0;c[y>>2]=c[e>>2];m=c[g+4>>2]|0;c[o>>2]=c[y>>2];if(Nr(d,o,f,t,m,h,j,b,w,q,n+400|0)|0){gb[c[(c[b>>2]|0)+48>>2]&7](b,44652,44662,o)|0;m=c[q>>2]|0;f=c[w>>2]|0;b=m-f|0;if((b|0)>392){b=Kh((b>>>2)+2|0)|0;if(!b)Jv();else{k=b;s=b}}else{k=p;s=0}if(!(a[j>>0]|0))b=k;else{a[k>>0]=45;b=k+1|0}k=o+40|0;n=o;j=f;g=b;b=m;while(1){if(j>>>0>=b>>>0)break;f=c[j>>2]|0;b=o;while(1){if((b|0)==(k|0)){b=k;break}if((c[b>>2]|0)==(f|0))break;b=b+4|0}a[g>>0]=a[44652+(b-n>>2)>>0]|0;j=j+4|0;g=g+1|0;b=c[q>>2]|0}a[g>>0]=0;c[r>>2]=i;if((Vj(p,44553,r)|0)!=1)Gq(0);if(s|0)Lh(s)}b=c[d>>2]|0;do if(b){f=c[b+12>>2]|0;if((f|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=hl(c[f>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;g=1;break}else{g=(c[d>>2]|0)==0;break}}else g=1;while(0);b=c[e>>2]|0;do if(b){f=c[b+12>>2]|0;if((f|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=hl(c[f>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(g)break;else{u=34;break}else{c[e>>2]=0;u=32;break}}else u=32;while(0);if((u|0)==32?g:0)u=34;if((u|0)==34)c[h>>2]=c[h>>2]|2;f=c[d>>2]|0;rn(t);b=c[w>>2]|0;c[w>>2]=0;if(b|0)ob[c[v>>2]&255](b);l=x;return f|0}function Mr(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;u=l;l=l+432|0;j=u+424|0;b=u+24|0;t=u+16|0;n=u+8|0;q=u;k=u+428|0;o=u+4|0;c[t>>2]=b;s=t+4|0;c[s>>2]=176;Ql(q,g);m=qn(q,1104756)|0;a[k>>0]=0;p=c[e>>2]|0;c[o>>2]=p;g=c[g+4>>2]|0;c[j>>2]=c[o>>2];o=p;if(Nr(d,j,f,q,g,h,k,m,t,n,b+400|0)|0){b=i+8+3|0;if((a[b>>0]|0)<0){f=c[i>>2]|0;c[j>>2]=0;bn(f,j);c[i+4>>2]=0}else{c[j>>2]=0;bn(i,j);a[b>>0]=0}if(a[k>>0]|0)mw(i,eb[c[(c[m>>2]|0)+44>>2]&63](m,45)|0);k=eb[c[(c[m>>2]|0)+44>>2]&63](m,48)|0;g=c[n>>2]|0;j=g+-4|0;b=c[t>>2]|0;while(1){if(b>>>0>=j>>>0)break;if((c[b>>2]|0)!=(k|0))break;b=b+4|0}Or(i,b,g)|0}b=c[d>>2]|0;do if(b){g=c[b+12>>2]|0;if((g|0)==(c[b+16>>2]|0))b=db[c[(c[b>>2]|0)+36>>2]&127](b)|0;else b=hl(c[g>>2]|0)|0;if(Rl(b,gl()|0)|0){c[d>>2]=0;g=1;break}else{g=(c[d>>2]|0)==0;break}}else g=1;while(0);do if(p){b=c[o+12>>2]|0;if((b|0)==(c[o+16>>2]|0))b=db[c[(c[p>>2]|0)+36>>2]&127](o)|0;else b=hl(c[b>>2]|0)|0;if(!(Rl(b,gl()|0)|0))if(g)break;else{r=27;break}else{c[e>>2]=0;r=25;break}}else r=25;while(0);if((r|0)==25?g:0)r=27;if((r|0)==27)c[h>>2]=c[h>>2]|2;g=c[d>>2]|0;rn(q);b=c[t>>2]|0;c[t>>2]=0;if(b|0)ob[c[s>>2]&255](b);l=u;return g|0}function Nr(b,e,f,g,h,i,j,k,m,n,o){b=b|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;m=m|0;n=n|0;o=o|0;var p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0,K=0,L=0,M=0,N=0,O=0,P=0,Q=0,R=0,S=0,T=0,U=0,V=0,W=0,X=0,Y=0;Y=l;l=l+512|0;H=Y+96|0;N=Y+104|0;X=Y+88|0;P=Y+80|0;I=Y+76|0;J=Y+504|0;K=Y+72|0;L=Y+68|0;R=Y+56|0;S=Y+44|0;T=Y+32|0;U=Y+20|0;V=Y+8|0;M=Y+4|0;Q=Y;c[H>>2]=o;c[X>>2]=N;W=X+4|0;c[W>>2]=176;c[P>>2]=N;c[I>>2]=N+400;c[R>>2]=0;c[R+4>>2]=0;c[R+8>>2]=0;o=0;while(1){if((o|0)==3)break;c[R+(o<<2)>>2]=0;o=o+1|0}c[S>>2]=0;c[S+4>>2]=0;c[S+8>>2]=0;o=0;while(1){if((o|0)==3)break;c[S+(o<<2)>>2]=0;o=o+1|0}c[T>>2]=0;c[T+4>>2]=0;c[T+8>>2]=0;o=0;while(1){if((o|0)==3)break;c[T+(o<<2)>>2]=0;o=o+1|0}c[U>>2]=0;c[U+4>>2]=0;c[U+8>>2]=0;o=0;while(1){if((o|0)==3)break;c[U+(o<<2)>>2]=0;o=o+1|0}c[V>>2]=0;c[V+4>>2]=0;c[V+8>>2]=0;o=0;while(1){if((o|0)==3)break;c[V+(o<<2)>>2]=0;o=o+1|0}Qr(f,g,J,K,L,R,S,T,U,M);c[n>>2]=c[m>>2];D=T+8+3|0;E=T+4|0;F=U+8+3|0;G=U+4|0;v=(h&512|0)!=0;w=S+8+3|0;x=S+4|0;y=V+8+3|0;z=V+4|0;A=J+3|0;B=R+11|0;C=R+4|0;N=0;u=0;a:while(1){h=(N|0)!=0;if(u>>>0>=4){O=229;break}o=c[b>>2]|0;do if(o){f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(Rl(o,gl()|0)|0){c[b>>2]=0;g=1;break}else{g=(c[b>>2]|0)==0;break}}else g=1;while(0);f=c[e>>2]|0;do if(f){o=c[f+12>>2]|0;if((o|0)==(c[f+16>>2]|0))o=db[c[(c[f>>2]|0)+36>>2]&127](f)|0;else o=hl(c[o>>2]|0)|0;if(!(Rl(o,gl()|0)|0))if(g){t=f;break}else{O=229;break a}else{c[e>>2]=0;O=31;break}}else O=31;while(0);if((O|0)==31){O=0;if(g){O=229;break}else t=0}o=(u|0)!=3;b:do switch(a[J+u>>0]|0){case 1:{if(o){o=c[b>>2]|0;f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(!(fb[c[(c[k>>2]|0)+12>>2]&31](k,8192,o)|0)){O=43;break a}o=c[b>>2]|0;f=o+12|0;g=c[f>>2]|0;if((g|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+40>>2]&127](o)|0;else{c[f>>2]=g+4;o=hl(c[g>>2]|0)|0}mw(V,o);o=t;h=t;O=45}else o=N;break}case 0:{if(o){o=t;h=t;O=45}else o=N;break}case 3:{o=a[D>>0]|0;o=o<<24>>24<0?c[E>>2]|0:o&255;h=a[F>>0]|0;h=h<<24>>24<0?c[G>>2]|0:h&255;if((o|0)==(0-h|0))o=N;else{p=(o|0)==0;o=c[b>>2]|0;f=c[o+12>>2]|0;g=(f|0)==(c[o+16>>2]|0);if(p|(h|0)==0){if(g)o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(p){if((o|0)!=(c[((a[F>>0]|0)<0?c[U>>2]|0:U)>>2]|0)){o=N;break b}o=c[b>>2]|0;f=o+12|0;g=c[f>>2]|0;if((g|0)==(c[o+16>>2]|0))db[c[(c[o>>2]|0)+40>>2]&127](o)|0;else{c[f>>2]=g+4;hl(c[g>>2]|0)|0}a[j>>0]=1;o=a[F>>0]|0;o=(o<<24>>24<0?c[G>>2]|0:o&255)>>>0>1?U:N;break b}if((o|0)!=(c[((a[D>>0]|0)<0?c[T>>2]|0:T)>>2]|0)){a[j>>0]=1;o=N;break b}o=c[b>>2]|0;f=o+12|0;g=c[f>>2]|0;if((g|0)==(c[o+16>>2]|0))db[c[(c[o>>2]|0)+40>>2]&127](o)|0;else{c[f>>2]=g+4;hl(c[g>>2]|0)|0}o=a[D>>0]|0;o=(o<<24>>24<0?c[E>>2]|0:o&255)>>>0>1?T:N;break b}if(g)o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;f=c[b>>2]|0;g=f+12|0;h=c[g>>2]|0;p=(h|0)==(c[f+16>>2]|0);if((o|0)==(c[((a[D>>0]|0)<0?c[T>>2]|0:T)>>2]|0)){if(p)db[c[(c[f>>2]|0)+40>>2]&127](f)|0;else{c[g>>2]=h+4;hl(c[h>>2]|0)|0}o=a[D>>0]|0;o=(o<<24>>24<0?c[E>>2]|0:o&255)>>>0>1?T:N;break b}if(p)o=db[c[(c[f>>2]|0)+36>>2]&127](f)|0;else o=hl(c[h>>2]|0)|0;if((o|0)!=(c[((a[F>>0]|0)<0?c[U>>2]|0:U)>>2]|0)){O=101;break a}o=c[b>>2]|0;f=o+12|0;g=c[f>>2]|0;if((g|0)==(c[o+16>>2]|0))db[c[(c[o>>2]|0)+40>>2]&127](o)|0;else{c[f>>2]=g+4;hl(c[g>>2]|0)|0}a[j>>0]=1;o=a[F>>0]|0;o=(o<<24>>24<0?c[G>>2]|0:o&255)>>>0>1?U:N}break}case 2:{if(!(u>>>0<2|h)?!(v|(u|0)==2&(a[A>>0]|0)!=0):0){o=0;break b}g=a[w>>0]|0;h=c[S>>2]|0;o=g<<24>>24<0?h:S;c:do if((u|0)!=0?(d[J+(u+-1)>>0]|0)<2:0){while(1){s=g<<24>>24<0;f=o;if((f|0)==((s?h:S)+((s?c[x>>2]|0:g&255)<<2)|0))break;if(!(fb[c[(c[k>>2]|0)+12>>2]&31](k,8192,c[f>>2]|0)|0)){O=108;break}o=f+4|0;g=a[w>>0]|0;h=c[S>>2]|0}if((O|0)==108){O=0;g=a[w>>0]|0;h=c[S>>2]|0}p=g<<24>>24<0?h:S;s=p;r=o-s>>2;q=a[y>>0]|0;f=q<<24>>24<0;q=f?c[z>>2]|0:q&255;if(r>>>0>q>>>0){r=t;f=s;p=t}else{q=(f?c[V>>2]|0:V)+(q<<2)|0;f=q+(0-r<<2)|0;while(1){if((f|0)==(q|0)){r=t;f=o;p=t;break c}if((c[f>>2]|0)!=(c[p>>2]|0)){r=t;f=s;p=t;break c}p=p+4|0;f=f+4|0}}}else{r=t;f=o;p=t}while(0);d:while(1){o=g<<24>>24<0;o=(o?h:S)+((o?c[x>>2]|0:g&255)<<2)|0;q=f;if((q|0)==(o|0))break;o=c[b>>2]|0;do if(o){f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(Rl(o,gl()|0)|0){c[b>>2]=0;f=1;break}else{f=(c[b>>2]|0)==0;break}}else f=1;while(0);do if(p){o=c[p+12>>2]|0;if((o|0)==(c[p+16>>2]|0))o=db[c[(c[p>>2]|0)+36>>2]&127](p)|0;else o=hl(c[o>>2]|0)|0;if(!(Rl(o,gl()|0)|0))if(f^(r|0)==0){o=r;p=r;break}else{o=q;break d}else{c[e>>2]=0;o=0;O=129;break}}else{o=r;O=129}while(0);if((O|0)==129){O=0;if(f){o=q;break}else p=0}f=c[b>>2]|0;g=c[f+12>>2]|0;if((g|0)==(c[f+16>>2]|0))f=db[c[(c[f>>2]|0)+36>>2]&127](f)|0;else f=hl(c[g>>2]|0)|0;if((f|0)!=(c[q>>2]|0)){o=q;break}f=c[b>>2]|0;g=f+12|0;h=c[g>>2]|0;if((h|0)==(c[f+16>>2]|0))db[c[(c[f>>2]|0)+40>>2]&127](f)|0;else{c[g>>2]=h+4;hl(c[h>>2]|0)|0}r=o;f=q+4|0;g=a[w>>0]|0;h=c[S>>2]|0}if(v?(t=a[w>>0]|0,s=t<<24>>24<0,(o|0)!=((s?c[S>>2]|0:S)+((s?c[x>>2]|0:t&255)<<2)|0)):0){O=141;break a}else o=N;break}case 4:{r=0;o=t;h=t;e:while(1){f=c[b>>2]|0;do if(f){g=c[f+12>>2]|0;if((g|0)==(c[f+16>>2]|0))f=db[c[(c[f>>2]|0)+36>>2]&127](f)|0;else f=hl(c[g>>2]|0)|0;if(Rl(f,gl()|0)|0){c[b>>2]=0;g=1;break}else{g=(c[b>>2]|0)==0;break}}else g=1;while(0);do if(h){f=c[h+12>>2]|0;if((f|0)==(c[h+16>>2]|0))f=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(g^(o|0)==0){p=o;q=o;break}else{h=o;break e}else{c[e>>2]=0;o=0;O=155;break}}else O=155;while(0);if((O|0)==155){O=0;if(g){h=o;break}else{p=o;q=0}}o=c[b>>2]|0;f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))f=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else f=hl(c[f>>2]|0)|0;if(fb[c[(c[k>>2]|0)+12>>2]&31](k,2048,f)|0){o=c[n>>2]|0;if((o|0)==(c[H>>2]|0)){Rr(m,n,H);o=c[n>>2]|0}c[n>>2]=o+4;c[o>>2]=f;o=r+1|0}else{t=a[B>>0]|0;if(!((f|0)==(c[L>>2]|0)&(r|0?((t<<24>>24<0?c[C>>2]|0:t&255)|0)!=0:0))){h=p;break}o=c[P>>2]|0;if((o|0)==(c[I>>2]|0)){Ir(X,P,I);o=c[P>>2]|0}c[P>>2]=o+4;c[o>>2]=r;o=0}f=c[b>>2]|0;g=f+12|0;h=c[g>>2]|0;if((h|0)==(c[f+16>>2]|0)){db[c[(c[f>>2]|0)+40>>2]&127](f)|0;r=o;o=p;h=q;continue}else{c[g>>2]=h+4;hl(c[h>>2]|0)|0;r=o;o=p;h=q;continue}}o=c[P>>2]|0;if(r|0?(c[X>>2]|0)!=(o|0):0){if((o|0)==(c[I>>2]|0)){Ir(X,P,I);o=c[P>>2]|0}c[P>>2]=o+4;c[o>>2]=r}f:do if((c[M>>2]|0)>0){o=c[b>>2]|0;do if(o){f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(Rl(o,gl()|0)|0){c[b>>2]=0;f=1;break}else{f=(c[b>>2]|0)==0;break}}else f=1;while(0);do if(h){o=c[h+12>>2]|0;if((o|0)==(c[h+16>>2]|0))o=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else o=hl(c[o>>2]|0)|0;if(!(Rl(o,gl()|0)|0))if(f)break;else{O=227;break a}else{c[e>>2]=0;O=189;break}}else O=189;while(0);if((O|0)==189){O=0;if(f){O=227;break a}else h=0}o=c[b>>2]|0;f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if((o|0)!=(c[K>>2]|0)){O=227;break a}o=c[b>>2]|0;f=o+12|0;g=c[f>>2]|0;if((g|0)==(c[o+16>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;o=h}else{c[f>>2]=g+4;hl(c[g>>2]|0)|0;o=h}while(1){if((c[M>>2]|0)<=0)break f;f=c[b>>2]|0;do if(f){g=c[f+12>>2]|0;if((g|0)==(c[f+16>>2]|0))f=db[c[(c[f>>2]|0)+36>>2]&127](f)|0;else f=hl(c[g>>2]|0)|0;if(Rl(f,gl()|0)|0){c[b>>2]=0;g=1;break}else{g=(c[b>>2]|0)==0;break}}else g=1;while(0);do if(h){f=c[h+12>>2]|0;if((f|0)==(c[h+16>>2]|0))f=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(g^(o|0)==0){p=o;h=o;break}else{O=227;break a}else{c[e>>2]=0;o=0;O=212;break}}else O=212;while(0);if((O|0)==212){O=0;if(g){O=227;break a}else{p=o;h=0}}o=c[b>>2]|0;f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(!(fb[c[(c[k>>2]|0)+12>>2]&31](k,2048,o)|0)){O=227;break a}if((c[n>>2]|0)==(c[H>>2]|0))Rr(m,n,H);o=c[b>>2]|0;f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;f=c[n>>2]|0;c[n>>2]=f+4;c[f>>2]=o;c[M>>2]=(c[M>>2]|0)+-1;o=c[b>>2]|0;f=o+12|0;g=c[f>>2]|0;if((g|0)==(c[o+16>>2]|0)){db[c[(c[o>>2]|0)+40>>2]&127](o)|0;o=p;continue}else{c[f>>2]=g+4;hl(c[g>>2]|0)|0;o=p;continue}}}while(0);if((c[n>>2]|0)==(c[m>>2]|0)){O=227;break a}else o=N;break}default:o=N}while(0);g:do if((O|0)==45)while(1){O=0;f=c[b>>2]|0;do if(f){g=c[f+12>>2]|0;if((g|0)==(c[f+16>>2]|0))f=db[c[(c[f>>2]|0)+36>>2]&127](f)|0;else f=hl(c[g>>2]|0)|0;if(Rl(f,gl()|0)|0){c[b>>2]=0;g=1;break}else{g=(c[b>>2]|0)==0;break}}else g=1;while(0);do if(h){f=c[h+12>>2]|0;if((f|0)==(c[h+16>>2]|0))f=db[c[(c[h>>2]|0)+36>>2]&127](h)|0;else f=hl(c[f>>2]|0)|0;if(!(Rl(f,gl()|0)|0))if(g^(o|0)==0){p=o;h=o;break}else{o=N;break g}else{c[e>>2]=0;o=0;O=58;break}}else O=58;while(0);if((O|0)==58){O=0;if(g){o=N;break g}else{p=o;h=0}}o=c[b>>2]|0;f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(!(fb[c[(c[k>>2]|0)+12>>2]&31](k,8192,o)|0)){o=N;break g}o=c[b>>2]|0;f=o+12|0;g=c[f>>2]|0;if((g|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+40>>2]&127](o)|0;else{c[f>>2]=g+4;o=hl(c[g>>2]|0)|0}mw(V,o);o=p;O=45}while(0);N=o;u=u+1|0}h:do if((O|0)==43){c[i>>2]=c[i>>2]|4;f=0}else if((O|0)==101){c[i>>2]=c[i>>2]|4;f=0}else if((O|0)==141){c[i>>2]=c[i>>2]|4;f=0}else if((O|0)==227){c[i>>2]=c[i>>2]|4;f=0}else if((O|0)==229){i:do if(h){p=N+8+3|0;q=N+4|0;h=1;j:while(1){o=a[p>>0]|0;if(o<<24>>24<0)o=c[q>>2]|0;else o=o&255;if(h>>>0>=o>>>0)break i;o=c[b>>2]|0;do if(o){f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(Rl(o,gl()|0)|0){c[b>>2]=0;g=1;break}else{g=(c[b>>2]|0)==0;break}}else g=1;while(0);o=c[e>>2]|0;do if(o){f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if(!(Rl(o,gl()|0)|0))if(g)break;else break j;else{c[e>>2]=0;O=248;break}}else O=248;while(0);if((O|0)==248?(O=0,g):0)break;o=c[b>>2]|0;f=c[o+12>>2]|0;if((f|0)==(c[o+16>>2]|0))o=db[c[(c[o>>2]|0)+36>>2]&127](o)|0;else o=hl(c[f>>2]|0)|0;if((a[p>>0]|0)<0)f=c[N>>2]|0;else f=N;if((o|0)!=(c[f+(h<<2)>>2]|0))break;o=h+1|0;f=c[b>>2]|0;g=f+12|0;h=c[g>>2]|0;if((h|0)==(c[f+16>>2]|0)){db[c[(c[f>>2]|0)+40>>2]&127](f)|0;h=o;continue}else{c[g>>2]=h+4;hl(c[h>>2]|0)|0;h=o;continue}}c[i>>2]=c[i>>2]|4;f=0;break h}while(0);f=c[X>>2]|0;o=c[P>>2]|0;if((f|0)!=(o|0)){c[Q>>2]=0;Fn(R,f,o,Q);if(!(c[Q>>2]|0)){f=1;break}else{c[i>>2]=c[i>>2]|4;f=0;break}}else f=1}while(0);ew(V);ew(U);ew(T);ew(S);Ov(R);o=c[X>>2]|0;c[X>>2]=0;if(o|0)ob[c[W>>2]&255](o);l=Y;return f|0}function Or(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;s=l;l=l+16|0;r=s+12|0;o=s;f=b+8|0;q=f+3|0;i=a[q>>0]|0;g=i<<24>>24<0;if(g){p=c[b+4>>2]|0;j=(c[f>>2]&2147483647)+-1|0}else{p=i&255;j=1}n=e-d>>2;do if(n|0){if(g){g=c[b>>2]|0;h=g;f=c[b+4>>2]|0}else{h=b;f=i&255;g=b}if(Pr(d,g,h+(f<<2)|0)|0){c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;if(n>>>0>1073741807)Kv(o);do if(n>>>0>=2){f=n+4&-4;if(f>>>0>1073741823)Ia();else{m=Ev(f<<2)|0;c[o>>2]=m;c[o+8>>2]=f|-2147483648;c[o+4>>2]=n;k=d;break}}else{a[o+8+3>>0]=n;k=d;m=o}while(0);while(1){if((k|0)==(e|0))break;bn(m,k);k=k+4|0;m=m+4|0}c[r>>2]=0;bn(m,r);r=a[o+8+3>>0]|0;e=r<<24>>24<0;lw(b,e?c[o>>2]|0:o,e?c[o+4>>2]|0:r&255)|0;ew(o);break}g=p+n|0;if((j-p|0)>>>0<n>>>0)kw(b,j,g-j|0,p,p,0,0);if((a[q>>0]|0)<0)f=c[b>>2]|0;else f=b;f=f+(p<<2)|0;while(1){if((d|0)==(e|0))break;bn(f,d);f=f+4|0;d=d+4|0}c[r>>2]=0;bn(f,r);if((a[q>>0]|0)<0){c[b+4>>2]=g;break}else{a[q>>0]=g;break}}while(0);l=s;return b|0}function Pr(a,b,c){a=a|0;b=b|0;c=c|0;return b>>>0<=a>>>0&a>>>0<c>>>0|0}function Qr(b,d,e,f,g,h,i,j,k,m){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;m=m|0;var n=0,o=0,p=0;p=l;l=l+16|0;n=p+12|0;o=p;if(b){d=qn(d,1106460)|0;pb[c[(c[d>>2]|0)+44>>2]&63](n,d);b=c[n>>2]|0;a[e>>0]=b;a[e+1>>0]=b>>8;a[e+2>>0]=b>>16;a[e+3>>0]=b>>24;pb[c[(c[d>>2]|0)+32>>2]&63](o,d);b=k+8+3|0;if((a[b>>0]|0)<0){e=c[k>>2]|0;c[n>>2]=0;bn(e,n);c[k+4>>2]=0}else{c[n>>2]=0;bn(k,n);a[b>>0]=0}iw(k,0);c[k>>2]=c[o>>2];c[k+4>>2]=c[o+4>>2];c[k+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);pb[c[(c[d>>2]|0)+28>>2]&63](o,d);b=j+8+3|0;if((a[b>>0]|0)<0){k=c[j>>2]|0;c[n>>2]=0;bn(k,n);c[j+4>>2]=0}else{c[n>>2]=0;bn(j,n);a[b>>0]=0}iw(j,0);c[j>>2]=c[o>>2];c[j+4>>2]=c[o+4>>2];c[j+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);c[f>>2]=db[c[(c[d>>2]|0)+12>>2]&127](d)|0;c[g>>2]=db[c[(c[d>>2]|0)+16>>2]&127](d)|0;pb[c[(c[d>>2]|0)+20>>2]&63](o,d);b=h+11|0;if((a[b>>0]|0)<0){b=c[h>>2]|0;a[n>>0]=0;Ml(b,n);c[h+4>>2]=0;b=h}else{a[n>>0]=0;Ml(h,n);a[b>>0]=0;b=h}Tv(h,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[d>>2]|0)+24>>2]&63](o,d);b=i+8+3|0;if((a[b>>0]|0)<0){h=c[i>>2]|0;c[n>>2]=0;bn(h,n);c[i+4>>2]=0}else{c[n>>2]=0;bn(i,n);a[b>>0]=0}iw(i,0);c[i>>2]=c[o>>2];c[i+4>>2]=c[o+4>>2];c[i+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);b=db[c[(c[d>>2]|0)+36>>2]&127](d)|0}else{d=qn(d,1106452)|0;pb[c[(c[d>>2]|0)+44>>2]&63](n,d);b=c[n>>2]|0;a[e>>0]=b;a[e+1>>0]=b>>8;a[e+2>>0]=b>>16;a[e+3>>0]=b>>24;pb[c[(c[d>>2]|0)+32>>2]&63](o,d);b=k+8+3|0;if((a[b>>0]|0)<0){e=c[k>>2]|0;c[n>>2]=0;bn(e,n);c[k+4>>2]=0}else{c[n>>2]=0;bn(k,n);a[b>>0]=0}iw(k,0);c[k>>2]=c[o>>2];c[k+4>>2]=c[o+4>>2];c[k+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);pb[c[(c[d>>2]|0)+28>>2]&63](o,d);b=j+8+3|0;if((a[b>>0]|0)<0){k=c[j>>2]|0;c[n>>2]=0;bn(k,n);c[j+4>>2]=0}else{c[n>>2]=0;bn(j,n);a[b>>0]=0}iw(j,0);c[j>>2]=c[o>>2];c[j+4>>2]=c[o+4>>2];c[j+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);c[f>>2]=db[c[(c[d>>2]|0)+12>>2]&127](d)|0;c[g>>2]=db[c[(c[d>>2]|0)+16>>2]&127](d)|0;pb[c[(c[d>>2]|0)+20>>2]&63](o,d);b=h+11|0;if((a[b>>0]|0)<0){b=c[h>>2]|0;a[n>>0]=0;Ml(b,n);c[h+4>>2]=0;b=h}else{a[n>>0]=0;Ml(h,n);a[b>>0]=0;b=h}Tv(h,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[d>>2]|0)+24>>2]&63](o,d);b=i+8+3|0;if((a[b>>0]|0)<0){h=c[i>>2]|0;c[n>>2]=0;bn(h,n);c[i+4>>2]=0}else{c[n>>2]=0;bn(i,n);a[b>>0]=0}iw(i,0);c[i>>2]=c[o>>2];c[i+4>>2]=c[o+4>>2];c[i+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);b=db[c[(c[d>>2]|0)+36>>2]&127](d)|0}c[m>>2]=b;l=p;return}function Rr(a,b,d){a=a|0;b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0;i=a+4|0;f=(c[i>>2]|0)!=176;e=c[a>>2]|0;g=(c[d>>2]|0)-e|0;g=g>>>0<2147483647?g<<1:-1;g=(g|0)==0?4:g;h=(c[b>>2]|0)-e>>2;e=Mh(f?e:0,g)|0;if(!e)Jv();if(!f){f=c[a>>2]|0;c[a>>2]=e;if(f){ob[c[i>>2]&255](f);e=c[a>>2]|0}}else c[a>>2]=e;c[i>>2]=177;c[b>>2]=e+(h<<2);c[d>>2]=(c[a>>2]|0)+(g>>>2<<2);return}function Sr(a){a=a|0;Xm(a);return}function Tr(a){a=a|0;Xm(a);Hv(a);return}function Ur(b,d,e,f,g,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;i=+i;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0;F=l;l=l+384|0;r=F+8|0;k=F;b=F+284|0;m=F+72|0;j=F+184|0;E=F+68|0;s=F+180|0;t=F+177|0;u=F+176|0;B=F+56|0;C=F+44|0;D=F+32|0;p=F+28|0;q=F+76|0;v=F+24|0;w=F+16|0;x=F+20|0;c[m>>2]=b;h[r>>3]=i;b=zj(b,100,44758,r)|0;if(b>>>0>99){b=tn()|0;h[k>>3]=i;b=Mo(m,b,44758,k)|0;j=c[m>>2]|0;if(!j)Jv();k=Kh(b)|0;if(!k)Jv();else{y=k;A=b;H=k;I=j}}else{y=j;A=b;H=0;I=0}Ql(E,f);o=qn(E,1104724)|0;n=c[m>>2]|0;gb[c[(c[o>>2]|0)+32>>2]&7](o,n,n+A|0,y)|0;if(!A)n=0;else n=(a[c[m>>2]>>0]|0)==45;c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}c[D>>2]=0;c[D+4>>2]=0;c[D+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[D+(b<<2)>>2]=0;b=b+1|0}Wr(e,n,E,s,t,u,B,C,D,p);m=c[p>>2]|0;if((A|0)>(m|0)){j=a[D+11>>0]|0;k=a[C+11>>0]|0;b=1;j=(j<<24>>24<0?c[D+4>>2]|0:j&255)+(A-m<<1)|0;k=k<<24>>24<0?c[C+4>>2]|0:k&255}else{k=a[D+11>>0]|0;j=a[C+11>>0]|0;b=2;j=j<<24>>24<0?c[C+4>>2]|0:j&255;k=k<<24>>24<0?c[D+4>>2]|0:k&255}b=k+m+j+b|0;if(b>>>0>100){b=Kh(b)|0;if(!b)Jv();else{z=b;G=b}}else{z=q;G=0}Xr(z,v,w,c[f+4>>2]|0,y,y+A|0,o,n,s,a[t>>0]|0,a[u>>0]|0,B,C,D,m);c[x>>2]=c[d>>2];d=c[v>>2]|0;b=c[w>>2]|0;c[r>>2]=c[x>>2];b=nc(r,z,d,b,f,g)|0;if(G|0)Lh(G);Ov(D);Ov(C);Ov(B);rn(E);if(H|0)Lh(H);if(I|0)Lh(I);l=F;return b|0}function Vr(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0;D=l;l=l+176|0;q=D+56|0;C=D+52|0;v=D+164|0;w=D+161|0;x=D+160|0;z=D+40|0;A=D+28|0;B=D+16|0;m=D+12|0;o=D+60|0;r=D+8|0;s=D+4|0;t=D;Ql(C,f);u=qn(C,1104724)|0;i=h+11|0;p=a[i>>0]|0;b=p<<24>>24<0;j=h+4|0;if(!((b?c[j>>2]|0:p&255)|0))p=0;else{p=a[(b?c[h>>2]|0:h)>>0]|0;p=p<<24>>24==(eb[c[(c[u>>2]|0)+28>>2]&63](u,45)|0)<<24>>24};c[z>>2]=0;c[z+4>>2]=0;c[z+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[z+(b<<2)>>2]=0;b=b+1|0}c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}Wr(e,p,C,v,w,x,z,A,B,m);k=a[i>>0]|0;n=k<<24>>24<0;k=n?c[j>>2]|0:k&255;j=c[m>>2]|0;if((k|0)>(j|0)){i=a[B+11>>0]|0;e=a[A+11>>0]|0;b=1;i=(i<<24>>24<0?c[B+4>>2]|0:i&255)+(k-j<<1)|0;e=e<<24>>24<0?c[A+4>>2]|0:e&255}else{e=a[B+11>>0]|0;i=a[A+11>>0]|0;b=2;i=i<<24>>24<0?c[A+4>>2]|0:i&255;e=e<<24>>24<0?c[B+4>>2]|0:e&255}b=e+j+i+b|0;if(b>>>0>100){b=Kh(b)|0;if(!b)Jv();else{y=b;E=b}}else{y=o;E=0}h=n?c[h>>2]|0:h;Xr(y,r,s,c[f+4>>2]|0,h,h+k|0,u,p,v,a[w>>0]|0,a[x>>0]|0,z,A,B,j);c[t>>2]=c[d>>2];h=c[r>>2]|0;b=c[s>>2]|0;c[q>>2]=c[t>>2];b=nc(q,y,h,b,f,g)|0;if(E|0)Lh(E);Ov(B);Ov(A);Ov(z);rn(C);l=D;return b|0}function Wr(b,d,e,f,g,h,i,j,k,m){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;m=m|0;var n=0,o=0,p=0,q=0;q=l;l=l+16|0;o=q+12|0;p=q;if(b){n=qn(e,1106444)|0;if(d){pb[c[(c[n>>2]|0)+44>>2]&63](o,n);b=c[o>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[n>>2]|0)+32>>2]&63](p,n);b=k+11|0;if((a[b>>0]|0)<0){b=c[k>>2]|0;a[o>>0]=0;Ml(b,o);c[k+4>>2]=0;b=k}else{a[o>>0]=0;Ml(k,o);a[b>>0]=0;b=k}Tv(k,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);e=n}else{pb[c[(c[n>>2]|0)+40>>2]&63](o,n);b=c[o>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[n>>2]|0)+28>>2]&63](p,n);b=k+11|0;if((a[b>>0]|0)<0){b=c[k>>2]|0;a[o>>0]=0;Ml(b,o);c[k+4>>2]=0;b=k}else{a[o>>0]=0;Ml(k,o);a[b>>0]=0;b=k}Tv(k,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);e=n}a[g>>0]=db[c[(c[n>>2]|0)+12>>2]&127](n)|0;a[h>>0]=db[c[(c[n>>2]|0)+16>>2]&127](n)|0;pb[c[(c[e>>2]|0)+20>>2]&63](p,n);b=i+11|0;if((a[b>>0]|0)<0){b=c[i>>2]|0;a[o>>0]=0;Ml(b,o);c[i+4>>2]=0;b=i}else{a[o>>0]=0;Ml(i,o);a[b>>0]=0;b=i}Tv(i,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);pb[c[(c[e>>2]|0)+24>>2]&63](p,n);b=j+11|0;if((a[b>>0]|0)<0){b=c[j>>2]|0;a[o>>0]=0;Ml(b,o);c[j+4>>2]=0;b=j}else{a[o>>0]=0;Ml(j,o);a[b>>0]=0;b=j}Tv(j,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);b=db[c[(c[n>>2]|0)+36>>2]&127](n)|0}else{n=qn(e,1106436)|0;if(d){pb[c[(c[n>>2]|0)+44>>2]&63](o,n);b=c[o>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[n>>2]|0)+32>>2]&63](p,n);b=k+11|0;if((a[b>>0]|0)<0){b=c[k>>2]|0;a[o>>0]=0;Ml(b,o);c[k+4>>2]=0;b=k}else{a[o>>0]=0;Ml(k,o);a[b>>0]=0;b=k}Tv(k,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);e=n}else{pb[c[(c[n>>2]|0)+40>>2]&63](o,n);b=c[o>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[n>>2]|0)+28>>2]&63](p,n);b=k+11|0;if((a[b>>0]|0)<0){b=c[k>>2]|0;a[o>>0]=0;Ml(b,o);c[k+4>>2]=0;b=k}else{a[o>>0]=0;Ml(k,o);a[b>>0]=0;b=k}Tv(k,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);e=n}a[g>>0]=db[c[(c[n>>2]|0)+12>>2]&127](n)|0;a[h>>0]=db[c[(c[n>>2]|0)+16>>2]&127](n)|0;pb[c[(c[e>>2]|0)+20>>2]&63](p,n);b=i+11|0;if((a[b>>0]|0)<0){b=c[i>>2]|0;a[o>>0]=0;Ml(b,o);c[i+4>>2]=0;b=i}else{a[o>>0]=0;Ml(i,o);a[b>>0]=0;b=i}Tv(i,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);pb[c[(c[e>>2]|0)+24>>2]&63](p,n);b=j+11|0;if((a[b>>0]|0)<0){b=c[j>>2]|0;a[o>>0]=0;Ml(b,o);c[j+4>>2]=0;b=j}else{a[o>>0]=0;Ml(j,o);a[b>>0]=0;b=j}Tv(j,0);c[b>>2]=c[p>>2];c[b+4>>2]=c[p+4>>2];c[b+8>>2]=c[p+8>>2];b=0;while(1){if((b|0)==3)break;c[p+(b<<2)>>2]=0;b=b+1|0}Ov(p);b=db[c[(c[n>>2]|0)+36>>2]&127](n)|0}c[m>>2]=b;l=q;return}function Xr(d,e,f,g,h,i,j,k,l,m,n,o,p,q,r){d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;l=l|0;m=m|0;n=n|0;o=o|0;p=p|0;q=q|0;r=r|0;var s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0;c[f>>2]=d;z=q+11|0;H=q+4|0;A=p+11|0;B=p+4|0;C=(g&512|0)==0;D=j+8|0;E=(r|0)>0;F=o+11|0;G=o+4|0;y=0;while(1){if((y|0)==4)break;a:do switch(a[l+y>>0]|0){case 0:{c[e>>2]=c[f>>2];break}case 1:{c[e>>2]=c[f>>2];w=eb[c[(c[j>>2]|0)+28>>2]&63](j,32)|0;x=c[f>>2]|0;c[f>>2]=x+1;a[x>>0]=w;break}case 3:{x=a[z>>0]|0;s=x<<24>>24<0;if((s?c[H>>2]|0:x&255)|0){w=a[(s?c[q>>2]|0:q)>>0]|0;x=c[f>>2]|0;c[f>>2]=x+1;a[x>>0]=w}break}case 2:{t=a[A>>0]|0;s=t<<24>>24<0;t=s?c[B>>2]|0:t&255;if(!(C|(t|0)==0)){x=s?c[p>>2]|0:p;u=x+t|0;s=c[f>>2]|0;t=x;while(1){if((t|0)==(u|0))break;a[s>>0]=a[t>>0]|0;s=s+1|0;t=t+1|0}c[f>>2]=s}break}case 4:{t=c[f>>2]|0;h=k?h+1|0:h;u=h;while(1){if(u>>>0>=i>>>0)break;s=a[u>>0]|0;if(s<<24>>24<=-1)break;if(!(b[(c[D>>2]|0)+(s<<24>>24<<1)>>1]&2048))break;u=u+1|0}if(E){v=r;while(1){s=(v|0)>0;if(!(u>>>0>h>>>0&s))break;x=u+-1|0;s=a[x>>0]|0;w=c[f>>2]|0;c[f>>2]=w+1;a[w>>0]=s;v=v+-1|0;u=x}if(s)w=eb[c[(c[j>>2]|0)+28>>2]&63](j,48)|0;else w=0;s=v;while(1){v=c[f>>2]|0;c[f>>2]=v+1;if((s|0)<=0)break;a[v>>0]=w;s=s+-1|0}a[v>>0]=m}b:do if((u|0)==(h|0)){w=eb[c[(c[j>>2]|0)+28>>2]&63](j,48)|0;x=c[f>>2]|0;c[f>>2]=x+1;a[x>>0]=w}else{x=a[F>>0]|0;s=x<<24>>24<0;if(!((s?c[G>>2]|0:x&255)|0)){w=-1;v=0;x=0}else{w=a[(s?c[o>>2]|0:o)>>0]|0;v=0;x=0}while(1){if((u|0)==(h|0))break b;if((x|0)==(w|0)){w=c[f>>2]|0;c[f>>2]=w+1;a[w>>0]=n;v=v+1|0;w=a[F>>0]|0;s=w<<24>>24<0;if(v>>>0<(s?c[G>>2]|0:w&255)>>>0){w=a[(s?c[o>>2]|0:o)+v>>0]|0;w=w<<24>>24==127?-1:w<<24>>24;s=0}else{w=x;s=0}}else s=x;I=u+-1|0;J=a[I>>0]|0;x=c[f>>2]|0;c[f>>2]=x+1;a[x>>0]=J;x=s+1|0;u=I}}while(0);s=c[f>>2]|0;if((t|0)!=(s|0))while(1){s=s+-1|0;if(t>>>0>=s>>>0)break a;J=a[t>>0]|0;a[t>>0]=a[s>>0]|0;a[s>>0]=J;t=t+1|0}break}default:{}}while(0);y=y+1|0}h=a[z>>0]|0;s=h<<24>>24<0;h=s?c[H>>2]|0:h&255;if(h>>>0>1){J=s?c[q>>2]|0:q;t=J+h|0;s=c[f>>2]|0;h=J;while(1){h=h+1|0;if((h|0)==(t|0))break;a[s>>0]=a[h>>0]|0;s=s+1|0}c[f>>2]=s}switch((g&176)<<24>>24){case 32:{c[e>>2]=c[f>>2];break}case 16:break;default:c[e>>2]=d}return}function Yr(a){a=a|0;Xm(a);return}function Zr(a){a=a|0;Xm(a);Hv(a);return}function _r(b,d,e,f,g,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;i=+i;var j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0;F=l;l=l+1008|0;r=F+8|0;k=F;b=F+896|0;m=F+888|0;j=F+488|0;E=F+480|0;s=F+892|0;t=F+476|0;u=F+472|0;B=F+460|0;C=F+448|0;D=F+436|0;p=F+432|0;q=F+32|0;v=F+24|0;w=F+16|0;x=F+20|0;c[m>>2]=b;h[r>>3]=i;b=zj(b,100,44758,r)|0;if(b>>>0>99){b=tn()|0;h[k>>3]=i;b=Mo(m,b,44758,k)|0;j=c[m>>2]|0;if(!j)Jv();k=Kh(b<<2)|0;if(!k)Jv();else{y=k;A=b;H=k;I=j}}else{y=j;A=b;H=0;I=0}Ql(E,f);o=qn(E,1104756)|0;n=c[m>>2]|0;gb[c[(c[o>>2]|0)+48>>2]&7](o,n,n+A|0,y)|0;if(!A)n=0;else n=(a[c[m>>2]>>0]|0)==45;c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}c[C>>2]=0;c[C+4>>2]=0;c[C+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[C+(b<<2)>>2]=0;b=b+1|0}c[D>>2]=0;c[D+4>>2]=0;c[D+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[D+(b<<2)>>2]=0;b=b+1|0}as(e,n,E,s,t,u,B,C,D,p);m=c[p>>2]|0;if((A|0)>(m|0)){j=a[D+8+3>>0]|0;k=a[C+8+3>>0]|0;b=1;j=(j<<24>>24<0?c[D+4>>2]|0:j&255)+(A-m<<1)|0;k=k<<24>>24<0?c[C+4>>2]|0:k&255}else{k=a[D+8+3>>0]|0;j=a[C+8+3>>0]|0;b=2;j=j<<24>>24<0?c[C+4>>2]|0:j&255;k=k<<24>>24<0?c[D+4>>2]|0:k&255}b=k+m+j+b|0;if(b>>>0>100){b=Kh(b<<2)|0;if(!b)Jv();else{z=b;G=b}}else{z=q;G=0}bs(z,v,w,c[f+4>>2]|0,y,y+(A<<2)|0,o,n,s,c[t>>2]|0,c[u>>2]|0,B,C,D,m);c[x>>2]=c[d>>2];d=c[v>>2]|0;b=c[w>>2]|0;c[r>>2]=c[x>>2];b=_o(r,z,d,b,f,g)|0;if(G|0)Lh(G);ew(D);ew(C);Ov(B);rn(E);if(H|0)Lh(H);if(I|0)Lh(I);l=F;return b|0}function $r(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0;D=l;l=l+480|0;q=D+468|0;C=D+464|0;v=D+472|0;w=D+460|0;x=D+456|0;z=D+444|0;A=D+432|0;B=D+420|0;m=D+416|0;o=D+16|0;r=D+8|0;s=D+4|0;t=D;Ql(C,f);u=qn(C,1104756)|0;i=h+8+3|0;p=a[i>>0]|0;b=p<<24>>24<0;j=h+4|0;if(!((b?c[j>>2]|0:p&255)|0))p=0;else{p=c[(b?c[h>>2]|0:h)>>2]|0;p=(p|0)==(eb[c[(c[u>>2]|0)+44>>2]&63](u,45)|0)};c[z>>2]=0;c[z+4>>2]=0;c[z+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[z+(b<<2)>>2]=0;b=b+1|0}c[A>>2]=0;c[A+4>>2]=0;c[A+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[A+(b<<2)>>2]=0;b=b+1|0}c[B>>2]=0;c[B+4>>2]=0;c[B+8>>2]=0;b=0;while(1){if((b|0)==3)break;c[B+(b<<2)>>2]=0;b=b+1|0}as(e,p,C,v,w,x,z,A,B,m);k=a[i>>0]|0;n=k<<24>>24<0;k=n?c[j>>2]|0:k&255;j=c[m>>2]|0;if((k|0)>(j|0)){i=a[B+8+3>>0]|0;e=a[A+8+3>>0]|0;b=1;i=(i<<24>>24<0?c[B+4>>2]|0:i&255)+(k-j<<1)|0;e=e<<24>>24<0?c[A+4>>2]|0:e&255}else{e=a[B+8+3>>0]|0;i=a[A+8+3>>0]|0;b=2;i=i<<24>>24<0?c[A+4>>2]|0:i&255;e=e<<24>>24<0?c[B+4>>2]|0:e&255}b=e+j+i+b|0;if(b>>>0>100){b=Kh(b<<2)|0;if(!b)Jv();else{y=b;E=b}}else{y=o;E=0}h=n?c[h>>2]|0:h;bs(y,r,s,c[f+4>>2]|0,h,h+(k<<2)|0,u,p,v,c[w>>2]|0,c[x>>2]|0,z,A,B,j);c[t>>2]=c[d>>2];h=c[r>>2]|0;b=c[s>>2]|0;c[q>>2]=c[t>>2];b=_o(q,y,h,b,f,g)|0;if(E|0)Lh(E);ew(B);ew(A);Ov(z);rn(C);l=D;return b|0}function as(b,d,e,f,g,h,i,j,k,m){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;m=m|0;var n=0,o=0,p=0;p=l;l=l+16|0;n=p+12|0;o=p;if(b){e=qn(e,1106460)|0;if(d){pb[c[(c[e>>2]|0)+44>>2]&63](n,e);b=c[n>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[e>>2]|0)+32>>2]&63](o,e);b=k+8+3|0;if((a[b>>0]|0)<0){f=c[k>>2]|0;c[n>>2]=0;bn(f,n);c[k+4>>2]=0}else{c[n>>2]=0;bn(k,n);a[b>>0]=0}iw(k,0);c[k>>2]=c[o>>2];c[k+4>>2]=c[o+4>>2];c[k+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o)}else{pb[c[(c[e>>2]|0)+40>>2]&63](n,e);b=c[n>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[e>>2]|0)+28>>2]&63](o,e);b=k+8+3|0;if((a[b>>0]|0)<0){f=c[k>>2]|0;c[n>>2]=0;bn(f,n);c[k+4>>2]=0}else{c[n>>2]=0;bn(k,n);a[b>>0]=0}iw(k,0);c[k>>2]=c[o>>2];c[k+4>>2]=c[o+4>>2];c[k+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o)}c[g>>2]=db[c[(c[e>>2]|0)+12>>2]&127](e)|0;c[h>>2]=db[c[(c[e>>2]|0)+16>>2]&127](e)|0;pb[c[(c[e>>2]|0)+20>>2]&63](o,e);b=i+11|0;if((a[b>>0]|0)<0){b=c[i>>2]|0;a[n>>0]=0;Ml(b,n);c[i+4>>2]=0;b=i}else{a[n>>0]=0;Ml(i,n);a[b>>0]=0;b=i}Tv(i,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[e>>2]|0)+24>>2]&63](o,e);b=j+8+3|0;if((a[b>>0]|0)<0){i=c[j>>2]|0;c[n>>2]=0;bn(i,n);c[j+4>>2]=0}else{c[n>>2]=0;bn(j,n);a[b>>0]=0}iw(j,0);c[j>>2]=c[o>>2];c[j+4>>2]=c[o+4>>2];c[j+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);b=db[c[(c[e>>2]|0)+36>>2]&127](e)|0}else{e=qn(e,1106452)|0;if(d){pb[c[(c[e>>2]|0)+44>>2]&63](n,e);b=c[n>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[e>>2]|0)+32>>2]&63](o,e);b=k+8+3|0;if((a[b>>0]|0)<0){f=c[k>>2]|0;c[n>>2]=0;bn(f,n);c[k+4>>2]=0}else{c[n>>2]=0;bn(k,n);a[b>>0]=0}iw(k,0);c[k>>2]=c[o>>2];c[k+4>>2]=c[o+4>>2];c[k+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o)}else{pb[c[(c[e>>2]|0)+40>>2]&63](n,e);b=c[n>>2]|0;a[f>>0]=b;a[f+1>>0]=b>>8;a[f+2>>0]=b>>16;a[f+3>>0]=b>>24;pb[c[(c[e>>2]|0)+28>>2]&63](o,e);b=k+8+3|0;if((a[b>>0]|0)<0){f=c[k>>2]|0;c[n>>2]=0;bn(f,n);c[k+4>>2]=0}else{c[n>>2]=0;bn(k,n);a[b>>0]=0}iw(k,0);c[k>>2]=c[o>>2];c[k+4>>2]=c[o+4>>2];c[k+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o)}c[g>>2]=db[c[(c[e>>2]|0)+12>>2]&127](e)|0;c[h>>2]=db[c[(c[e>>2]|0)+16>>2]&127](e)|0;pb[c[(c[e>>2]|0)+20>>2]&63](o,e);b=i+11|0;if((a[b>>0]|0)<0){b=c[i>>2]|0;a[n>>0]=0;Ml(b,n);c[i+4>>2]=0;b=i}else{a[n>>0]=0;Ml(i,n);a[b>>0]=0;b=i}Tv(i,0);c[b>>2]=c[o>>2];c[b+4>>2]=c[o+4>>2];c[b+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}Ov(o);pb[c[(c[e>>2]|0)+24>>2]&63](o,e);b=j+8+3|0;if((a[b>>0]|0)<0){i=c[j>>2]|0;c[n>>2]=0;bn(i,n);c[j+4>>2]=0}else{c[n>>2]=0;bn(j,n);a[b>>0]=0}iw(j,0);c[j>>2]=c[o>>2];c[j+4>>2]=c[o+4>>2];c[j+8>>2]=c[o+8>>2];b=0;while(1){if((b|0)==3)break;c[o+(b<<2)>>2]=0;b=b+1|0}ew(o);b=db[c[(c[e>>2]|0)+36>>2]&127](e)|0}c[m>>2]=b;l=p;return}function bs(b,d,e,f,g,h,i,j,k,l,m,n,o,p,q){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;k=k|0;l=l|0;m=m|0;n=n|0;o=o|0;p=p|0;q=q|0;var r=0,s=0,t=0,u=0,v=0,w=0,x=0,y=0,z=0,A=0,B=0,C=0,D=0,E=0,F=0,G=0,H=0,I=0,J=0;c[e>>2]=b;B=p+8+3|0;I=p+4|0;C=o+8+3|0;D=o+4|0;E=(f&512|0)==0;F=(q|0)>0;G=n+11|0;H=n+4|0;A=0;while(1){if((A|0)==4)break;a:do switch(a[k+A>>0]|0){case 0:{c[d>>2]=c[e>>2];break}case 1:{c[d>>2]=c[e>>2];y=eb[c[(c[i>>2]|0)+44>>2]&63](i,32)|0;z=c[e>>2]|0;c[e>>2]=z+4;c[z>>2]=y;break}case 3:{z=a[B>>0]|0;r=z<<24>>24<0;if((r?c[I>>2]|0:z&255)|0){y=c[(r?c[p>>2]|0:p)>>2]|0;z=c[e>>2]|0;c[e>>2]=z+4;c[z>>2]=y}break}case 2:{v=a[C>>0]|0;r=v<<24>>24<0;v=r?c[D>>2]|0:v&255;if(!(E|(v|0)==0)){u=r?c[o>>2]|0:o;s=u+(v<<2)|0;t=c[e>>2]|0;r=t;while(1){if((u|0)==(s|0))break;c[r>>2]=c[u>>2];r=r+4|0;u=u+4|0}c[e>>2]=t+(v<<2)}break}case 4:{s=c[e>>2]|0;g=j?g+4|0:g;r=g;while(1){if(r>>>0>=h>>>0)break;if(!(fb[c[(c[i>>2]|0)+12>>2]&31](i,2048,c[r>>2]|0)|0))break;r=r+4|0}if(F){u=q;while(1){t=(u|0)>0;if(!(r>>>0>g>>>0&t))break;z=r+-4|0;x=c[z>>2]|0;y=c[e>>2]|0;c[e>>2]=y+4;c[y>>2]=x;u=u+-1|0;r=z}if(t)w=eb[c[(c[i>>2]|0)+44>>2]&63](i,48)|0;else w=0;v=c[e>>2]|0;while(1){t=v+4|0;if((u|0)<=0)break;c[v>>2]=w;u=u+-1|0;v=t}c[e>>2]=t;c[v>>2]=l}if((r|0)==(g|0)){y=eb[c[(c[i>>2]|0)+44>>2]&63](i,48)|0;z=c[e>>2]|0;r=z+4|0;c[e>>2]=r;c[z>>2]=y}else{z=a[G>>0]|0;y=z<<24>>24<0;z=z&255;if(!((y?c[H>>2]|0:z)|0)){v=-1;t=0;w=0}else{v=a[(y?c[n>>2]|0:n)>>0]|0;t=0;w=0}while(1){if((r|0)==(g|0))break;u=c[e>>2]|0;if((w|0)==(v|0)){x=u+4|0;c[e>>2]=x;c[u>>2]=m;t=t+1|0;if(t>>>0<(y?c[H>>2]|0:z)>>>0){v=a[(y?c[n>>2]|0:n)+t>>0]|0;v=v<<24>>24==127?-1:v<<24>>24;w=0;u=x}else{v=w;w=0;u=x}}x=r+-4|0;J=c[x>>2]|0;c[e>>2]=u+4;c[u>>2]=J;w=w+1|0;r=x}r=c[e>>2]|0}if((s|0)!=(r|0))while(1){r=r+-4|0;if(s>>>0>=r>>>0)break a;J=c[s>>2]|0;c[s>>2]=c[r>>2];c[r>>2]=J;s=s+4|0}break}default:{}}while(0);A=A+1|0}g=a[B>>0]|0;r=g<<24>>24<0;g=r?c[I>>2]|0:g&255;if(g>>>0>1){r=r?c[p>>2]|0:p;u=r+4|0;r=r+(g<<2)|0;s=c[e>>2]|0;t=r-u|0;g=s;while(1){if((u|0)==(r|0))break;c[g>>2]=c[u>>2];g=g+4|0;u=u+4|0}c[e>>2]=s+(t>>>2<<2)}switch((f&176)<<24>>24){case 32:{c[d>>2]=c[e>>2];break}case 16:break;default:c[d>>2]=b}return}function cs(a){a=a|0;Xm(a);return}function ds(a){a=a|0;Xm(a);Hv(a);return}function es(b,d,e){b=b|0;d=d|0;e=e|0;e=yj((a[d+11>>0]|0)<0?c[d>>2]|0:d,1)|0;return e>>>((e|0)!=(-1|0)&1)|0}function fs(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0;j=l;l=l+16|0;i=j;c[i>>2]=0;c[i+4>>2]=0;c[i+8>>2]=0;d=0;while(1){if((d|0)==3)break;c[i+(d<<2)>>2]=0;d=d+1|0}k=a[h+11>>0]|0;m=k<<24>>24<0;d=m?c[h>>2]|0:h;h=d+(m?c[h+4>>2]|0:k&255)|0;while(1){if(d>>>0>=h>>>0)break;_v(i,a[d>>0]|0);d=d+1|0}d=(a[i+11>>0]|0)<0?c[i>>2]|0:i;e=uj((e|0)==-1?-1:e<<1,f,g,d)|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;h=0;while(1){if((h|0)==3)break;c[b+(h<<2)>>2]=0;h=h+1|0}h=d+(bj(e)|0)|0;while(1){if(d>>>0>=h>>>0)break;_v(b,a[d>>0]|0);d=d+1|0}Ov(i);l=j;return}function gs(a,b){a=a|0;b=b|0;return}function hs(a){a=a|0;Xm(a);return}function is(a){a=a|0;Xm(a);Hv(a);return}function js(b,d,e){b=b|0;d=d|0;e=e|0;e=yj((a[d+11>>0]|0)<0?c[d>>2]|0:d,1)|0;return e>>>((e|0)!=(-1|0)&1)|0}function ks(b,d,e,f,g,h){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;var i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0,t=0,u=0;u=l;l=l+176|0;q=u+168|0;r=u+40|0;s=u+36|0;t=u+32|0;o=u;m=u+24|0;p=u+16|0;c[o>>2]=0;c[o+4>>2]=0;c[o+8>>2]=0;d=0;while(1){if((d|0)==3)break;c[o+(d<<2)>>2]=0;d=d+1|0}c[m+4>>2]=0;c[m>>2]=34644;j=a[h+8+3>>0]|0;k=j<<24>>24<0;d=k?c[h>>2]|0:h;j=d+((k?c[h+4>>2]|0:j&255)<<2)|0;k=r+32|0;h=d;d=0;while(1){if(!((d|0)!=2&h>>>0<j>>>0))break;c[t>>2]=h;i=mb[c[(c[m>>2]|0)+12>>2]&15](m,q,h,j,t,r,k,s)|0;if((i|0)==2?1:(c[t>>2]|0)==(h|0)){n=7;break}else d=r;while(1){if(d>>>0>=(c[s>>2]|0)>>>0)break;_v(o,a[d>>0]|0);d=d+1|0}h=c[t>>2]|0;d=i}if((n|0)==7)Gq(0);Xm(m);i=(a[o+11>>0]|0)<0?c[o>>2]|0:o;h=uj((e|0)==-1?-1:e<<1,f,g,i)|0;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;d=0;while(1){if((d|0)==3)break;c[b+(d<<2)>>2]=0;d=d+1|0}c[p+4>>2]=0;c[p>>2]=34692;j=i+(bj(h)|0)|0;k=j;m=r+128|0;h=i;d=0;while(1){if(!((d|0)!=2&h>>>0<j>>>0)){n=21;break}c[t>>2]=h;i=mb[c[(c[p>>2]|0)+16>>2]&15](p,q,h,(k-h|0)>32?h+32|0:j,t,r,m,s)|0;if((i|0)==2?1:(c[t>>2]|0)==(h|0)){n=17;break}else 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k=-17;m=Ev(k)|0;if(g|0)Sk(m,n,g)|0;if(i|0)Sk(m+g|0,j,i)|0;e=f-h|0;f=e-g|0;if(f|0)Sk(m+g+i|0,n+g+h|0,f)|0;if((d|0)!=10)Hv(n);c[b>>2]=m;c[b+8>>2]=k|-2147483648;i=e+i|0;c[b+4>>2]=i;a[o>>0]=0;Ml(m+i|0,o);l=p;return}function Tv(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0;if(d>>>0>4294967279)Kv(b);i=b+11|0;f=a[i>>0]|0;g=f<<24>>24<0;if(g){j=c[b+4>>2]|0;e=(c[b+8>>2]&2147483647)+-1|0}else{j=f&255;e=10}h=j>>>0>d>>>0?j:d;d=h>>>0<11;h=d?10:(h+16&-16)+-1|0;do if((h|0)!=(e|0)){do if(d){d=c[b>>2]|0;if(g){g=0;e=d;d=b;f=13}else{Sk(b,d,(f&255)+1|0)|0;Hv(d);f=15}}else{d=Ev(h+1|0)|0;if(g){g=1;e=c[b>>2]|0;f=13;break}else{Sk(d,b,(f&255)+1|0)|0;f=14;break}}while(0);if((f|0)==13){Sk(d,e,(c[b+4>>2]|0)+1|0)|0;Hv(e);if(g)f=14;else f=15}if((f|0)==14){c[b+8>>2]=h+1|-2147483648;c[b+4>>2]=j;c[b>>2]=d;break}else if((f|0)==15){a[i>>0]=j;break}}while(0);return}function Uv(a,b){a=a|0;b=b|0;return Qv(a,b,Ll(b)|0)|0}function Vv(b,d,e){b=b|0;d=d|0;e=e|0;var 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$v(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0,j=0,k=0,m=0,n=0,o=0;o=l;l=l+16|0;m=o;n=b+11|0;g=a[n>>0]|0;h=g<<24>>24<0;if(h)j=c[b+4>>2]|0;else j=g&255;if(j>>>0<d>>>0)Lv(b);if(h)g=(c[b+8>>2]&2147483647)+-1|0;else g=10;k=j+f|0;if((g-j|0)>>>0>=f>>>0){if(f|0){if(h)i=c[b>>2]|0;else i=b;g=j-d|0;h=i+d|0;if(g){Rv(h+f|0,h,g)|0;e=h>>>0<=e>>>0&(i+j|0)>>>0>e>>>0?e+f|0:e}Rv(h,e,f)|0;if((a[n>>0]|0)<0)c[b+4>>2]=k;else a[n>>0]=k;a[m>>0]=0;Ml(i+k|0,m)}}else Sv(b,g,k-g|0,j,d,0,f,e);l=o;return b|0}function aw(a,b,c){a=a|0;b=b|0;c=c|0;return $v(a,b,c,Ll(c)|0)|0}function bw(b,c,d){b=b|0;c=c|0;d=d|0;if(!c)b=0;else b=ji(b,Rk(a[d>>0]|0)|0,c)|0;return b|0}function cw(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0;h=l;l=l+16|0;g=h;f=a[b+11>>0]|0;if(f<<24>>24<0){f=c[b+4>>2]|0;b=c[b>>2]|0}else f=f&255;a[g>>0]=d;if(f>>>0>e>>>0){g=bw(b+e|0,f-e|0,g)|0;b=(g|0)==0?-1:g-b|0}else b=-1;l=h;return b|0}function dw(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0;h=a[b+11>>0]|0;i=h<<24>>24<0;if(i)h=c[b+4>>2]|0;else h=h&255;if((g|0)==-1|h>>>0<d>>>0)Lv(b);h=h-d|0;e=h>>>0<e>>>0?h:e;if(i)b=c[b>>2]|0;h=e>>>0>g>>>0;b=tv(b+d|0,f,h?g:e)|0;if(!b)return (e>>>0<g>>>0?-1:h&1)|0;else return b|0;return 0}function ew(b){b=b|0;if((a[b+8+3>>0]|0)<0)Hv(c[b>>2]|0);return}function fw(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0;m=l;l=l+16|0;j=m;f=b+8|0;k=f+3|0;h=a[k>>0]|0;i=h<<24>>24<0;if(i)g=(c[f>>2]&2147483647)+-1|0;else g=1;do if(g>>>0>=e>>>0){if(i)f=c[b>>2]|0;else f=b;gw(f,d,e)|0;c[j>>2]=0;bn(f+(e<<2)|0,j);if((a[k>>0]|0)<0){c[b+4>>2]=e;break}else{a[k>>0]=e;break}}else{if(i)f=c[b+4>>2]|0;else f=h&255;hw(b,g,e-g|0,f,0,f,e,d)}while(0);l=m;return b|0}function gw(a,b,c){a=a|0;b=b|0;c=c|0;if(c)nk(a,b,c)|0;return a|0}function hw(b,d,e,f,g,h,i,j){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;j=j|0;var k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+16|0;p=q;if((1073741806-d|0)>>>0<e>>>0)Kv(b);m=b+8|0;if((a[m+3>>0]|0)<0)o=c[b>>2]|0;else o=b;if(d>>>0<536870887){e=e+d|0;k=d<<1;e=e>>>0<k>>>0?k:e;e=e>>>0<2?2:e+4&-4;if(e>>>0>1073741823)Ia();else n=e}else n=1073741807;k=Ev(n<<2)|0;if(g|0)il(k,o,g)|0;if(i|0)il(k+(g<<2)|0,j,i)|0;e=f-h|0;f=e-g|0;if(f|0)il(k+(g<<2)+(i<<2)|0,o+(g<<2)+(h<<2)|0,f)|0;if((d|0)!=1)Hv(o);c[b>>2]=k;c[m>>2]=n|-2147483648;i=e+i|0;c[b+4>>2]=i;c[p>>2]=0;bn(k+(i<<2)|0,p);l=q;return}function iw(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0;if(d>>>0>1073741807)Kv(b);k=b+8|0;i=k+3|0;f=a[i>>0]|0;g=f<<24>>24<0;if(g){j=c[b+4>>2]|0;e=(c[k>>2]&2147483647)+-1|0}else{j=f&255;e=1}h=j>>>0>d>>>0?j:d;d=h>>>0<2;h=d?1:(h+4&-4)+-1|0;do if((h|0)!=(e|0)){do if(d){d=c[b>>2]|0;if(g){g=0;e=d;d=b;f=15}else{il(b,d,(f&255)+1|0)|0;Hv(d);f=17}}else{d=h+1|0;if(d>>>0>1073741823)Ia();d=Ev(d<<2)|0;if(g){g=1;e=c[b>>2]|0;f=15;break}else{il(d,b,(f&255)+1|0)|0;f=16;break}}while(0);if((f|0)==15){il(d,e,(c[b+4>>2]|0)+1|0)|0;Hv(e);if(g)f=16;else f=17}if((f|0)==16){c[k>>2]=h+1|-2147483648;c[b+4>>2]=j;c[b>>2]=d;break}else if((f|0)==17){a[i>>0]=j;break}}while(0);return}function jw(a,b){a=a|0;b=b|0;return fw(a,b,aq(b)|0)|0}function kw(b,d,e,f,g,h,i){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;h=h|0;i=i|0;var j=0,k=0,l=0,m=0;if((1073741807-d|0)>>>0<e>>>0)Kv(b);m=b+8|0;if((a[m+3>>0]|0)<0)l=c[b>>2]|0;else l=b;if(d>>>0<536870887){e=e+d|0;j=d<<1;e=e>>>0<j>>>0?j:e;e=e>>>0<2?2:e+4&-4;if(e>>>0>1073741823)Ia();else k=e}else k=1073741807;j=Ev(k<<2)|0;if(g|0)il(j,l,g)|0;e=f-h-g|0;if(e|0)il(j+(g<<2)+(i<<2)|0,l+(g<<2)+(h<<2)|0,e)|0;if((d|0)!=1)Hv(l);c[b>>2]=j;c[m>>2]=k|-2147483648;return}function lw(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0,m=0;m=l;l=l+16|0;j=m;g=b+8|0;k=g+3|0;f=a[k>>0]|0;i=f<<24>>24<0;if(i){h=c[b+4>>2]|0;f=(c[g>>2]&2147483647)+-1|0}else{h=f&255;f=1}g=h+e|0;if((f-h|0)>>>0>=e>>>0){if(e|0){if(i)f=c[b>>2]|0;else f=b;il(f+(h<<2)|0,d,e)|0;if((a[k>>0]|0)<0)c[b+4>>2]=g;else a[k>>0]=g;c[j>>2]=0;bn(f+(g<<2)|0,j)}}else hw(b,f,g-f|0,h,h,0,e,d);l=m;return b|0}function mw(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0;k=l;l=l+16|0;i=k;j=k+4|0;c[i>>2]=d;e=b+8|0;g=e+3|0;d=a[g>>0]|0;f=d<<24>>24<0;if(f){h=c[b+4>>2]|0;d=(c[e>>2]&2147483647)+-1|0}else{h=d&255;d=1}if((h|0)==(d|0)){kw(b,d,1,d,d,0,0);d=d+1|0;if((a[g>>0]|0)<0)e=8;else e=7}else{d=h+1|0;if(f)e=8;else e=7}if((e|0)==7){a[g>>0]=d;d=b}else if((e|0)==8){g=c[b>>2]|0;c[b+4>>2]=d;d=g}b=d+(h<<2)|0;bn(b,i);c[j>>2]=0;bn(b+4|0,j);l=k;return}function nw(a){a=a|0;var b=0;b=l;l=l+16|0;pw(b,a,45567);rw(b)}function ow(a){a=a|0;var b=0;b=l;l=l+16|0;pw(b,a,45547);qw(b)}function pw(b,d,e){b=b|0;d=d|0;e=e|0;var f=0,g=0,h=0,i=0,j=0,k=0;j=l;l=l+16|0;i=j;c[b>>2]=0;c[b+4>>2]=0;c[b+8>>2]=0;f=0;while(1){if((f|0)==3)break;c[b+(f<<2)>>2]=0;f=f+1|0}f=d+11|0;g=a[f>>0]|0;g=g<<24>>24<0?c[d+4>>2]|0:g&255;h=Ll(e)|0;d=(a[f>>0]|0)<0?c[d>>2]|0:d;f=g+h|0;if(f>>>0>4294967279)Kv(b);if(f>>>0<11){a[b+11>>0]=g;f=b}else{k=f+16&-16;f=Ev(k)|0;c[b>>2]=f;c[b+8>>2]=k|-2147483648;c[b+4>>2]=g}Sk(f,d,g)|0;a[i>>0]=0;Ml(f+g|0,i);Yv(b,e,h)|0;l=j;return}function qw(b){b=b|0;var d=0,e=0;d=l;l=l+16|0;e=c[7046]|0;c[d>>2]=(a[b+11>>0]|0)<0?c[b>>2]|0:b;ak(e,45563,d)|0;Ia()}function rw(b){b=b|0;var d=0,e=0;d=l;l=l+16|0;e=c[7046]|0;c[d>>2]=(a[b+11>>0]|0)<0?c[b>>2]|0:b;ak(e,45563,d)|0;Ia()}function sw(b,d){b=b|0;d=d|0;var e=0,f=0,g=0,h=0,i=0,j=0,k=0.0;i=l;l=l+16|0;f=i+12|0;g=i;c[g>>2]=0;c[g+4>>2]=0;c[g+8>>2]=0;h=Ll(45582)|0;if(h>>>0>4294967279)Kv(g);if(h>>>0<11){a[g+11>>0]=h;e=g}else{j=h+16&-16;e=Ev(j)|0;c[g>>2]=e;c[g+8>>2]=j|-2147483648;c[g+4>>2]=h}Sk(e,45582,h)|0;a[f>>0]=0;Ml(e+h|0,f);k=+tw(g,b,d);Ov(g);l=i;return +k}function tw(a,b,c){a=a|0;b=b|0;c=c|0;return +(+uw(a,b,c))}function uw(b,d,e){b=b|0;d=d|0;e=e|0;var f=0.0,g=0,h=0,i=0,j=0,k=0;i=l;l=l+16|0;g=i;c[g>>2]=0;h=(a[d+11>>0]|0)<0?c[d>>2]|0:d;k=c[(Th()|0)>>2]|0;c[(Th()|0)>>2]=0;f=+Ji(h,g);j=Th()|0;d=c[j>>2]|0;c[j>>2]=k;if((d|0)==34)nw(b);d=c[g>>2]|0;if((d|0)==(h|0))ow(b);if(e|0)c[e>>2]=d-h;l=i;return +f}function vw(a,b){a=a|0;b=+b;var 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e=0,f=0,g=0,h=0;h=l;l=l+64|0;f=h;if(!(Hw(a,b,0)|0))if((b|0)!=0?(g=Lw(b,4520,4504,0)|0,(g|0)!=0):0){b=f+4|0;e=b+52|0;do{c[b>>2]=0;b=b+4|0}while((b|0)<(e|0));c[f>>2]=g;c[f+8>>2]=a;c[f+12>>2]=-1;c[f+48>>2]=1;rb[c[(c[g>>2]|0)+28>>2]&15](g,f,c[d>>2]|0,1);if((c[f+24>>2]|0)==1){c[d>>2]=c[f+16>>2];b=1}else b=0}else b=0;else b=1;l=h;return b|0}function Ew(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;if(Hw(a,c[b+8>>2]|0,g)|0)Kw(0,b,d,e,f);return}function Fw(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0;do if(!(Hw(b,c[d+8>>2]|0,g)|0)){if(Hw(b,c[d>>2]|0,g)|0){b=d+32|0;if((c[d+16>>2]|0)!=(e|0)?(h=d+20|0,(c[h>>2]|0)!=(e|0)):0){c[b>>2]=f;c[h>>2]=e;f=d+40|0;c[f>>2]=(c[f>>2]|0)+1;if((c[d+36>>2]|0)==1?(c[d+24>>2]|0)==2:0)a[d+54>>0]=1;c[d+44>>2]=4;break}if((f|0)==1)c[b>>2]=1}}else Jw(0,d,e,f);while(0);return}function Gw(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;if(Hw(a,c[b+8>>2]|0,0)|0)Iw(0,b,d,e);return}function Hw(a,b,c){a=a|0;b=b|0;c=c|0;return (a|0)==(b|0)|0}function Iw(b,d,e,f){b=b|0;d=d|0;e=e|0;f=f|0;var g=0,h=0,i=0;b=d+16|0;g=c[b>>2]|0;h=d+36|0;i=d+24|0;do if(g){if((g|0)!=(e|0)){c[h>>2]=(c[h>>2]|0)+1;c[i>>2]=2;a[d+54>>0]=1;break}if((c[i>>2]|0)==2)c[i>>2]=f}else{c[b>>2]=e;c[i>>2]=f;c[h>>2]=1}while(0);return}function Jw(a,b,d,e){a=a|0;b=b|0;d=d|0;e=e|0;var f=0;if((c[b+4>>2]|0)==(d|0)?(f=b+28|0,(c[f>>2]|0)!=1):0)c[f>>2]=e;return}function Kw(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0;a[d+53>>0]=1;do if((c[d+4>>2]|0)==(f|0)){a[d+52>>0]=1;f=d+16|0;h=c[f>>2]|0;j=d+54|0;k=d+48|0;i=d+24|0;b=d+36|0;if(!h){c[f>>2]=e;c[i>>2]=g;c[b>>2]=1;if(!((c[k>>2]|0)==1&(g|0)==1))break;a[j>>0]=1;break}if((h|0)!=(e|0)){c[b>>2]=(c[b>>2]|0)+1;a[j>>0]=1;break}b=c[i>>2]|0;if((b|0)==2){c[i>>2]=g;b=g}if((c[k>>2]|0)==1&(b|0)==1)a[j>>0]=1}while(0);return}function Lw(d,e,f,g){d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,m=0,n=0,o=0,p=0,q=0;q=l;l=l+64|0;o=q;n=c[d>>2]|0;p=d+(c[n+-8>>2]|0)|0;n=c[n+-4>>2]|0;c[o>>2]=f;c[o+4>>2]=d;c[o+8>>2]=e;c[o+12>>2]=g;d=o+16|0;e=o+20|0;g=o+24|0;h=o+28|0;i=o+32|0;j=o+40|0;k=d;m=k+36|0;do{c[k>>2]=0;k=k+4|0}while((k|0)<(m|0));b[d+36>>1]=0;a[d+38>>0]=0;a:do if(Hw(n,f,0)|0){c[o+48>>2]=1;tb[c[(c[n>>2]|0)+20>>2]&15](n,o,p,p,1,0);d=(c[g>>2]|0)==1?p:0}else{sb[c[(c[n>>2]|0)+24>>2]&3](n,o,p,1,0);switch(c[o+36>>2]|0){case 0:{d=(c[j>>2]|0)==1&(c[h>>2]|0)==1&(c[i>>2]|0)==1?c[e>>2]|0:0;break a}case 1:break;default:{d=0;break a}}if((c[g>>2]|0)!=1?!((c[j>>2]|0)==0&(c[h>>2]|0)==1&(c[i>>2]|0)==1):0){d=0;break}d=c[d>>2]|0}while(0);l=q;return d|0}function Mw(a){a=a|0;zw(a);Hv(a);return}function Nw(a,b,d,e,f,g){a=a|0;b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;if(Hw(a,c[b+8>>2]|0,g)|0)Kw(0,b,d,e,f);else{a=c[a+8>>2]|0;tb[c[(c[a>>2]|0)+20>>2]&15](a,b,d,e,f,g)}return}function Ow(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0;do 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i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0;if(Hw(b,c[d+8>>2]|0,h)|0)Kw(0,d,e,f,g);else{p=d+52|0;i=a[p>>0]|0;j=d+53|0;k=a[j>>0]|0;o=c[b+12>>2]|0;l=b+16+(o<<3)|0;a[p>>0]=0;a[j>>0]=0;Ww(b+16|0,d,e,f,g,h);a:do if((o|0)>1){m=d+24|0;n=d+54|0;o=b+8|0;b=b+24|0;do{if(a[n>>0]|0)break a;if(!(a[p>>0]|0)){if(a[j>>0]|0?(c[o>>2]&1|0)==0:0)break a}else{if((c[m>>2]|0)==1)break a;if(!(c[o>>2]&2))break a}a[p>>0]=0;a[j>>0]=0;Ww(b,d,e,f,g,h);b=b+8|0}while(b>>>0<l>>>0)}while(0);a[p>>0]=i;a[j>>0]=k}return}function Tw(b,d,e,f,g){b=b|0;d=d|0;e=e|0;f=f|0;g=g|0;var h=0,i=0,j=0,k=0,l=0,m=0,n=0,o=0,p=0,q=0,r=0,s=0;a:do if(!(Hw(b,c[d+8>>2]|0,g)|0)){i=b+12|0;q=d+24|0;r=d+36|0;s=d+54|0;o=b+8|0;m=b+16|0;if(!(Hw(b,c[d>>2]|0,g)|0)){p=c[i>>2]|0;j=b+16+(p<<3)|0;Xw(m,d,e,f,g);h=b+24|0;if((p|0)<=1)break;i=c[o>>2]|0;if((i&2|0)==0?(c[r>>2]|0)!=1:0){if(!(i&1))while(1){if(a[s>>0]|0)break a;if((c[r>>2]|0)==1)break a;Xw(h,d,e,f,g);h=h+8|0;if(h>>>0>=j>>>0)break a}while(1){if(a[s>>0]|0)break a;if((c[r>>2]|0)==1?(c[q>>2]|0)==1:0)break 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Zx(a,b,c){a=a|0;b=b|0;c=c|0;S(13)}function _x(a,b,c,d){a=a|0;b=b|0;c=c|0;d=d|0;S(14)}function $x(a,b,c,d,e){a=a|0;b=b|0;c=c|0;d=d|0;e=e|0;S(15)}function ay(a,b,c,d,e,f){a=a|0;b=b|0;c=c|0;d=d|0;e=e|0;f=f|0;S(16)}

// EMSCRIPTEN_END_FUNCS
var db=[Mx,Ik,Jk,yc,Mk,nd,od,pd,bd,id,Ph,Lk,_k,$k,bl,cl,sm,zm,Gm,Hm,Nm,Om,ep,lp,mp,np,op,pp,qp,rp,Op,Vp,Wp,Xp,Yp,Zp,_p,$p,Jq,Kq,Pq,Vq,Wq,$q,er,fr,kr,pr,qr,vr,qs,rs,ts,Is,Js,Ls,ot,pt,vt,wt,Bs,Cs,Es,Rs,Ss,Us,Nf,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx,Mx];var eb=[Nx,zc,Ac,Ib,ec,Rb,Sb,Wb,ac,Nk,qd,jd,kd,kc,jc,ic,hc,gc,fc,dc,cc,bc,Vb,Yb,Zb,Xb,Ub,Tb,$b,_b,Pb,Ob,Nb,Mb,Lb,Jb,Qb,Kb,vv,Pk,dl,fl,um,Bm,Im,Pm,bt,dt,ft,Gt,It,Kt,Nx,Nx,Nx,Nx,Nx,Nx,Nx,Nx,Nx,Nx,Nx,Nx];var fb=[Ox,Fk,Kk,Ok,fd,Qh,Rh,Wh,Uh,Bi,Xk,al,el,tm,Am,Wm,an,es,js,ct,et,ht,Ct,Ht,Jt,Mt,Dw,Xj,Ox,Ox,Ox,Ox];var gb=[Px,gt,Dt,Et,Ft,Lt,Px,Px];var hb=[Qx,Go,Ho,Xo,Yo,Qx,Qx,Qx];var ib=[Rx,Um,_m,Bo,Co,Eo,Io,So,To,Vo,Zo,ps,ss,Hs,Ks,it,Nt,As,Ds,Qs,Ts,Rx,Rx,Rx,Rx,Rx,Rx,Rx,Rx,Rx,Rx,Rx];var jb=[Sx,Ur,_r,Sx];var kb=[Tx,en,fn,gn,hn,jn,kn,ln,mn,nn,on,pn,$n,ao,bo,co,eo,fo,go,ho,io,jo,ko,Do,Fo,Uo,Wo,fp,gp,hp,ip,jp,Pp,Qp,Rp,Sp,Tp,Vr,$r,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx,Tx];var lb=[Ux,xq,Dq,Ar,Br,Lr,Mr,Ux];var mb=[Vx,kp,Up,ns,os,Fs,Gs,ys,zs,Os,Ps,Vx,Vx,Vx,Vx,Vx];var nb=[Wx];var ob=[Xx,Bc,Cc,Dc,Ec,Fc,Gc,kl,ll,ml,nl,uc,vc,El,Fl,Gl,Hl,Il,Jl,Rc,Tc,Sc,Mc,Qc,Pc,Oc,Nc,ul,vl,wl,xl,rd,sd,td,ud,ld,md,cd,dd,ve,we,xe,ye,Ee,Fe,Ge,He,If,$e,af,Jf,df,og,pg,qg,rg,sg,tg,ug,vg,wg,xg,yg,zg,Ag,Bg,Cg,Dg,Eg,Fg,Gg,Hg,Ig,Jg,Kg,Lg,Mg,oh,ph,qh,rh,yk,Ak,Ck,Dk,Uk,Vk,pl,ql,rl,sl,zl,Al,Bl,Cl,pm,qm,wm,xm,Dm,Em,Km,Lm,Rm,Sm,Tm,Ym,Zm,cn,dn,Zn,_n,zo,Ao,Qo,Ro,cp,dp,Mp,Np,vq,wq,Bq,Cq,Hq,Iq,Tq,Uq,cr,dr,nr,or,yr,zr,Jr,Kr,Sr,Tr,Yr,Zr,cs,ds,hs,is,Xm,xs,ms,Ms,Ns,Ys,Zs,$s,at,mt,nt,tt,ut,At,Bt,Ot,Pt,Qt,zw,Aw,Bw,Cw,Mw,Rw,ef,lf,yh,Ah,wh,vh,xn,zn,Cr,Lh,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx,Xx];var pb=[Yx,Ek,ed,Wk,rm,ym,Fm,Mm,Lq,Mq,Nq,Oq,Qq,Rq,Xq,Yq,Zq,_q,ar,br,gr,hr,ir,jr,lr,mr,rr,sr,tr,ur,wr,xr,gs,ls,qt,rt,st,xt,yt,zt,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx,Yx];var qb=[Zx];var rb=[_x,xc,Hk,hd,Zk,Vm,$m,Gw,Pw,Uw,_x,_x,_x,_x,_x,_x];var sb=[$x,Fw,Ow,Tw];var tb=[ay,wc,Gk,gd,Yk,fs,ks,Ew,Nw,Sw,ay,ay,ay,ay,ay,ay];return{__GLOBAL__I_000101:hm,__GLOBAL__sub_I_bitbase_cpp:Db,__GLOBAL__sub_I_bitboard_cpp:Eb,__GLOBAL__sub_I_endgame_cpp:Hb,__GLOBAL__sub_I_evaluate_cpp:lc,__GLOBAL__sub_I_iostream_cpp:im,__GLOBAL__sub_I_main_cpp:Hc,__GLOBAL__sub_I_material_cpp:Lc,__GLOBAL__sub_I_misc_cpp:Vc,__GLOBAL__sub_I_movegen_cpp:yd,__GLOBAL__sub_I_movepick_cpp:ee,__GLOBAL__sub_I_pawns_cpp:me,__GLOBAL__sub_I_position_cpp:te,__GLOBAL__sub_I_psqt_cpp:Ze,__GLOBAL__sub_I_search_cpp:Ff,__GLOBAL__sub_I_thread_cpp:Mf,__GLOBAL__sub_I_timeman_cpp:Wg,__GLOBAL__sub_I_tt_cpp:Yg,__GLOBAL__sub_I_uci_cpp:dh,__GLOBAL__sub_I_ucioption_cpp:uh,___divdi3:ex,___errno_location:Th,___muldi3:gx,___udivdi3:hx,___uremdi3:ix,_bitshift64Lshr:jx,_bitshift64Shl:kx,_free:Lh,_i64Add:ax,_i64Subtract:bx,_llvm_bswap_i32:lx,_llvm_ctlz_i64:mx,_llvm_cttz_i32:cx,_main:Ic,_malloc:Kh,_memcpy:nx,_memmove:ox,_memset:px,_pthread_cond_broadcast:qx,_pthread_mutex_lock:rx,_pthread_mutex_unlock:sx,_round:tx,_sbrk:ux,_uci_command:eh,dynCall_ii:vx,dynCall_iii:wx,dynCall_iiii:xx,dynCall_iiiii:yx,dynCall_iiiiid:zx,dynCall_iiiiii:Ax,dynCall_iiiiiid:Bx,dynCall_iiiiiii:Cx,dynCall_iiiiiiii:Dx,dynCall_iiiiiiiii:Ex,dynCall_v:Fx,dynCall_vi:Gx,dynCall_vii:Hx,dynCall_viii:Ix,dynCall_viiii:Jx,dynCall_viiiii:Kx,dynCall_viiiiii:Lx,establishStackSpace:xb,getTempRet0:Ab,runPostSets:$w,setTempRet0:zb,setThrew:yb,stackAlloc:ub,stackRestore:wb,stackSave:vb}})


// EMSCRIPTEN_END_ASM
(Module.asmGlobalArg,Module.asmLibraryArg,buffer);var __GLOBAL__I_000101=Module["__GLOBAL__I_000101"]=asm["__GLOBAL__I_000101"];var __GLOBAL__sub_I_bitbase_cpp=Module["__GLOBAL__sub_I_bitbase_cpp"]=asm["__GLOBAL__sub_I_bitbase_cpp"];var __GLOBAL__sub_I_bitboard_cpp=Module["__GLOBAL__sub_I_bitboard_cpp"]=asm["__GLOBAL__sub_I_bitboard_cpp"];var __GLOBAL__sub_I_endgame_cpp=Module["__GLOBAL__sub_I_endgame_cpp"]=asm["__GLOBAL__sub_I_endgame_cpp"];var __GLOBAL__sub_I_evaluate_cpp=Module["__GLOBAL__sub_I_evaluate_cpp"]=asm["__GLOBAL__sub_I_evaluate_cpp"];var __GLOBAL__sub_I_iostream_cpp=Module["__GLOBAL__sub_I_iostream_cpp"]=asm["__GLOBAL__sub_I_iostream_cpp"];var __GLOBAL__sub_I_main_cpp=Module["__GLOBAL__sub_I_main_cpp"]=asm["__GLOBAL__sub_I_main_cpp"];var __GLOBAL__sub_I_material_cpp=Module["__GLOBAL__sub_I_material_cpp"]=asm["__GLOBAL__sub_I_material_cpp"];var __GLOBAL__sub_I_misc_cpp=Module["__GLOBAL__sub_I_misc_cpp"]=asm["__GLOBAL__sub_I_misc_cpp"];var __GLOBAL__sub_I_movegen_cpp=Module["__GLOBAL__sub_I_movegen_cpp"]=asm["__GLOBAL__sub_I_movegen_cpp"];var __GLOBAL__sub_I_movepick_cpp=Module["__GLOBAL__sub_I_movepick_cpp"]=asm["__GLOBAL__sub_I_movepick_cpp"];var __GLOBAL__sub_I_pawns_cpp=Module["__GLOBAL__sub_I_pawns_cpp"]=asm["__GLOBAL__sub_I_pawns_cpp"];var __GLOBAL__sub_I_position_cpp=Module["__GLOBAL__sub_I_position_cpp"]=asm["__GLOBAL__sub_I_position_cpp"];var __GLOBAL__sub_I_psqt_cpp=Module["__GLOBAL__sub_I_psqt_cpp"]=asm["__GLOBAL__sub_I_psqt_cpp"];var __GLOBAL__sub_I_search_cpp=Module["__GLOBAL__sub_I_search_cpp"]=asm["__GLOBAL__sub_I_search_cpp"];var __GLOBAL__sub_I_thread_cpp=Module["__GLOBAL__sub_I_thread_cpp"]=asm["__GLOBAL__sub_I_thread_cpp"];var __GLOBAL__sub_I_timeman_cpp=Module["__GLOBAL__sub_I_timeman_cpp"]=asm["__GLOBAL__sub_I_timeman_cpp"];var __GLOBAL__sub_I_tt_cpp=Module["__GLOBAL__sub_I_tt_cpp"]=asm["__GLOBAL__sub_I_tt_cpp"];var __GLOBAL__sub_I_uci_cpp=Module["__GLOBAL__sub_I_uci_cpp"]=asm["__GLOBAL__sub_I_uci_cpp"];var __GLOBAL__sub_I_ucioption_cpp=Module["__GLOBAL__sub_I_ucioption_cpp"]=asm["__GLOBAL__sub_I_ucioption_cpp"];var ___divdi3=Module["___divdi3"]=asm["___divdi3"];var ___errno_location=Module["___errno_location"]=asm["___errno_location"];var ___muldi3=Module["___muldi3"]=asm["___muldi3"];var ___udivdi3=Module["___udivdi3"]=asm["___udivdi3"];var ___uremdi3=Module["___uremdi3"]=asm["___uremdi3"];var _bitshift64Lshr=Module["_bitshift64Lshr"]=asm["_bitshift64Lshr"];var _bitshift64Shl=Module["_bitshift64Shl"]=asm["_bitshift64Shl"];var _free=Module["_free"]=asm["_free"];var _i64Add=Module["_i64Add"]=asm["_i64Add"];var _i64Subtract=Module["_i64Subtract"]=asm["_i64Subtract"];var _llvm_bswap_i32=Module["_llvm_bswap_i32"]=asm["_llvm_bswap_i32"];var _llvm_ctlz_i64=Module["_llvm_ctlz_i64"]=asm["_llvm_ctlz_i64"];var _llvm_cttz_i32=Module["_llvm_cttz_i32"]=asm["_llvm_cttz_i32"];var _main=Module["_main"]=asm["_main"];var _malloc=Module["_malloc"]=asm["_malloc"];var _memcpy=Module["_memcpy"]=asm["_memcpy"];var _memmove=Module["_memmove"]=asm["_memmove"];var _memset=Module["_memset"]=asm["_memset"];var _pthread_cond_broadcast=Module["_pthread_cond_broadcast"]=asm["_pthread_cond_broadcast"];var _pthread_mutex_lock=Module["_pthread_mutex_lock"]=asm["_pthread_mutex_lock"];var _pthread_mutex_unlock=Module["_pthread_mutex_unlock"]=asm["_pthread_mutex_unlock"];var _round=Module["_round"]=asm["_round"];var _sbrk=Module["_sbrk"]=asm["_sbrk"];var _uci_command=Module["_uci_command"]=asm["_uci_command"];var establishStackSpace=Module["establishStackSpace"]=asm["establishStackSpace"];var getTempRet0=Module["getTempRet0"]=asm["getTempRet0"];var runPostSets=Module["runPostSets"]=asm["runPostSets"];var setTempRet0=Module["setTempRet0"]=asm["setTempRet0"];var setThrew=Module["setThrew"]=asm["setThrew"];var stackAlloc=Module["stackAlloc"]=asm["stackAlloc"];var stackRestore=Module["stackRestore"]=asm["stackRestore"];var stackSave=Module["stackSave"]=asm["stackSave"];var dynCall_ii=Module["dynCall_ii"]=asm["dynCall_ii"];var dynCall_iii=Module["dynCall_iii"]=asm["dynCall_iii"];var dynCall_iiii=Module["dynCall_iiii"]=asm["dynCall_iiii"];var dynCall_iiiii=Module["dynCall_iiiii"]=asm["dynCall_iiiii"];var dynCall_iiiiid=Module["dynCall_iiiiid"]=asm["dynCall_iiiiid"];var dynCall_iiiiii=Module["dynCall_iiiiii"]=asm["dynCall_iiiiii"];var dynCall_iiiiiid=Module["dynCall_iiiiiid"]=asm["dynCall_iiiiiid"];var dynCall_iiiiiii=Module["dynCall_iiiiiii"]=asm["dynCall_iiiiiii"];var dynCall_iiiiiiii=Module["dynCall_iiiiiiii"]=asm["dynCall_iiiiiiii"];var dynCall_iiiiiiiii=Module["dynCall_iiiiiiiii"]=asm["dynCall_iiiiiiiii"];var dynCall_v=Module["dynCall_v"]=asm["dynCall_v"];var dynCall_vi=Module["dynCall_vi"]=asm["dynCall_vi"];var dynCall_vii=Module["dynCall_vii"]=asm["dynCall_vii"];var dynCall_viii=Module["dynCall_viii"]=asm["dynCall_viii"];var dynCall_viiii=Module["dynCall_viiii"]=asm["dynCall_viiii"];var dynCall_viiiii=Module["dynCall_viiiii"]=asm["dynCall_viiiii"];var dynCall_viiiiii=Module["dynCall_viiiiii"]=asm["dynCall_viiiiii"];Module["asm"]=asm;Module["ccall"]=ccall;if(memoryInitializer){if(!isDataURI(memoryInitializer)){if(typeof Module["locateFile"]==="function"){memoryInitializer=Module["locateFile"](memoryInitializer)}else if(Module["memoryInitializerPrefixURL"]){memoryInitializer=Module["memoryInitializerPrefixURL"]+memoryInitializer}}if(ENVIRONMENT_IS_NODE||ENVIRONMENT_IS_SHELL){var data=Module["readBinary"](memoryInitializer);HEAPU8.set(data,GLOBAL_BASE)}else{addRunDependency("memory initializer");var applyMemoryInitializer=(function(data){if(data.byteLength)data=new Uint8Array(data);HEAPU8.set(data,GLOBAL_BASE);if(Module["memoryInitializerRequest"])delete Module["memoryInitializerRequest"].response;removeRunDependency("memory initializer")});function doBrowserLoad(){Module["readAsync"](memoryInitializer,applyMemoryInitializer,(function(){throw"could not load memory initializer "+memoryInitializer}))}var memoryInitializerBytes=tryParseAsDataURI(memoryInitializer);if(memoryInitializerBytes){applyMemoryInitializer(memoryInitializerBytes.buffer)}else if(Module["memoryInitializerRequest"]){function useRequest(){var request=Module["memoryInitializerRequest"];var response=request.response;if(request.status!==200&&request.status!==0){var data=tryParseAsDataURI(Module["memoryInitializerRequestURL"]);if(data){response=data.buffer}else{console.warn("a problem seems to have happened with Module.memoryInitializerRequest, status: "+request.status+", retrying "+memoryInitializer);doBrowserLoad();return}}applyMemoryInitializer(response)}if(Module["memoryInitializerRequest"].response){setTimeout(useRequest,0)}else{Module["memoryInitializerRequest"].addEventListener("load",useRequest)}}else{doBrowserLoad()}}}function ExitStatus(status){this.name="ExitStatus";this.message="Program terminated with exit("+status+")";this.status=status}ExitStatus.prototype=new Error;ExitStatus.prototype.constructor=ExitStatus;var initialStackTop;var preloadStartTime=null;var calledMain=false;dependenciesFulfilled=function runCaller(){if(!Module["calledRun"])run();if(!Module["calledRun"])dependenciesFulfilled=runCaller};Module["callMain"]=function callMain(args){args=args||[];ensureInitRuntime();var argc=args.length+1;var argv=stackAlloc((argc+1)*4);HEAP32[argv>>2]=allocateUTF8OnStack(Module["thisProgram"]);for(var i=1;i<argc;i++){HEAP32[(argv>>2)+i]=allocateUTF8OnStack(args[i-1])}HEAP32[(argv>>2)+argc]=0;try{var ret=Module["_main"](argc,argv,0);exit(ret,true)}catch(e){if(e instanceof ExitStatus){return}else if(e=="SimulateInfiniteLoop"){Module["noExitRuntime"]=true;return}else{var toLog=e;if(e&&typeof e==="object"&&e.stack){toLog=[e,e.stack]}Module.printErr("exception thrown: "+toLog);Module["quit"](1,e)}}finally{calledMain=true}};function run(args){args=args||Module["arguments"];if(preloadStartTime===null)preloadStartTime=Date.now();if(runDependencies>0){return}preRun();if(runDependencies>0)return;if(Module["calledRun"])return;function doRun(){if(Module["calledRun"])return;Module["calledRun"]=true;if(ABORT)return;ensureInitRuntime();preMain();if(Module["onRuntimeInitialized"])Module["onRuntimeInitialized"]();if(Module["_main"]&&shouldRunNow)Module["callMain"](args);postRun()}if(Module["setStatus"]){Module["setStatus"]("Running...");setTimeout((function(){setTimeout((function(){Module["setStatus"]("")}),1);doRun()}),1)}else{doRun()}}Module["run"]=run;function exit(status,implicit){if(implicit&&Module["noExitRuntime"]&&status===0){return}if(Module["noExitRuntime"]){}else{ABORT=true;EXITSTATUS=status;STACKTOP=initialStackTop;exitRuntime();if(Module["onExit"])Module["onExit"](status)}if(ENVIRONMENT_IS_NODE){process["exit"](status)}Module["quit"](status,new ExitStatus(status))}Module["exit"]=exit;function abort(what){if(Module["onAbort"]){Module["onAbort"](what)}if(what!==undefined){Module.print(what);Module.printErr(what);what=JSON.stringify(what)}else{what=""}ABORT=true;EXITSTATUS=1;throw"abort("+what+"). Build with -s ASSERTIONS=1 for more info."}Module["abort"]=abort;if(Module["preInit"]){if(typeof Module["preInit"]=="function")Module["preInit"]=[Module["preInit"]];while(Module["preInit"].length>0){Module["preInit"].pop()()}}var shouldRunNow=true;if(Module["noInitialRun"]){shouldRunNow=false}Module["noExitRuntime"]=true;run();onmessage=(function(e){if(e.data=="quit")close();else Module.ccall("uci_command","number",["string"],[e.data])})




';
-const sfWasm = '/*!
 * Stockfish copyright T. Romstad, M. Costalba, J. Kiiski, G. Linscott
 * and other contributors.
 *
 * Multi-variant support by Daniel Dugovic and contributors:
 * https://github.com/ddugovic/Stockfish
 *
 * Released under the GNU General Public License v3.
 *
 * Compiled to JavaScript and Webassembly by Niklas Fiekas
 * <niklas.fiekas@backscattering.de> using Emscripten and Binaryen.
 *
 * https://github.com/niklasf/stockfish.js
 */

function staticAlloc(e){assert(!staticSealed);var r=STATICTOP;return STATICTOP=STATICTOP+e+15&-16,r}function dynamicAlloc(e){assert(DYNAMICTOP_PTR);var r=HEAP32[DYNAMICTOP_PTR>>2],t=r+e+15&-16;if(HEAP32[DYNAMICTOP_PTR>>2]=t,t>=TOTAL_MEMORY){if(!enlargeMemory())return HEAP32[DYNAMICTOP_PTR>>2]=r,0}return r}function alignMemory(e,r){return r||(r=STACK_ALIGN),e=Math.ceil(e/r)*r}function getNativeTypeSize(e){switch(e){case"i1":case"i8":return 1;case"i16":return 2;case"i32":return 4;case"i64":return 8;case"float":return 4;case"double":return 8;default:if("*"===e[e.length-1])return 4;if("i"===e[0]){var r=parseInt(e.substr(1));return assert(r%8==0),r/8}return 0}}function warnOnce(e){warnOnce.shown||(warnOnce.shown={}),warnOnce.shown[e]||(warnOnce.shown[e]=1,Module.printErr(e))}function getFuncWrapper(e,r){if(e){assert(r),funcWrappers[r]||(funcWrappers[r]={});var t=funcWrappers[r];return t[e]||(1===r.length?t[e]=function(){return dynCall(r,e)}:2===r.length?t[e]=function(t){return dynCall(r,e,[t])}:t[e]=function(){return dynCall(r,e,Array.prototype.slice.call(arguments))}),t[e]}}function dynCall(e,r,t){return t&&t.length?Module["dynCall_"+e].apply(null,[r].concat(t)):Module["dynCall_"+e].call(null,r)}function assert(e,r){e||abort("Assertion failed: "+r)}function getCFunc(e){var r=Module["_"+e];return assert(r,"Cannot call unknown function "+e+", make sure it is exported"),r}function ccall(e,r,t,n,o){var i=getCFunc(e),a=[],u=0;if(n)for(var s=0;s<n.length;s++){var l=toC[t[s]];l?(0===u&&(u=stackSave()),a[s]=l(n[s])):a[s]=n[s]}var c=i.apply(null,a);return"string"===r&&(c=Pointer_stringify(c)),0!==u&&stackRestore(u),c}function setValue(e,r,t,n){switch(t=t||"i8","*"===t.charAt(t.length-1)&&(t="i32"),t){case"i1":case"i8":HEAP8[e>>0]=r;break;case"i16":HEAP16[e>>1]=r;break;case"i32":HEAP32[e>>2]=r;break;case"i64":tempI64=[r>>>0,(tempDouble=r,+Math_abs(tempDouble)>=1?tempDouble>0?(0|Math_min(+Math_floor(tempDouble/4294967296),4294967295))>>>0:~~+Math_ceil((tempDouble-+(~~tempDouble>>>0))/4294967296)>>>0:0)],HEAP32[e>>2]=tempI64[0],HEAP32[e+4>>2]=tempI64[1];break;case"float":HEAPF32[e>>2]=r;break;case"double":HEAPF64[e>>3]=r;break;default:abort("invalid type for setValue: "+t)}}function allocate(e,r,t,n){var o,i;"number"==typeof e?(o=!0,i=e):(o=!1,i=e.length);var a,u="string"==typeof r?r:null;if(a=t==ALLOC_NONE?n:["function"==typeof _malloc?_malloc:staticAlloc,stackAlloc,staticAlloc,dynamicAlloc][void 0===t?ALLOC_STATIC:t](Math.max(i,u?1:r.length)),o){var s;for(n=a,assert(0==(3&a)),s=a+(-4&i);n<s;n+=4)HEAP32[n>>2]=0;for(s=a+i;n<s;)HEAP8[n++>>0]=0;return a}if("i8"===u)return e.subarray||e.slice?HEAPU8.set(e,a):HEAPU8.set(new Uint8Array(e),a),a;for(var l,c,d,_=0;_<i;){var f=e[_];l=u||r[_],0!==l?("i64"==l&&(l="i32"),setValue(a+_,f,l),d!==l&&(c=getNativeTypeSize(l),d=l),_+=c):_++}return a}function Pointer_stringify(e,r){if(0===r||!e)return"";for(var t,n=0,o=0;;){if(t=HEAPU8[e+o>>0],n|=t,0==t&&!r)break;if(o++,r&&o==r)break}r||(r=o);var i="";if(n<128){for(var a;r>0;)a=String.fromCharCode.apply(String,HEAPU8.subarray(e,e+Math.min(r,1024))),i=i?i+a:a,e+=1024,r-=1024;return i}return UTF8ToString(e)}function UTF8ArrayToString(e,r){for(var t=r;e[t];)++t;if(t-r>16&&e.subarray&&UTF8Decoder)return UTF8Decoder.decode(e.subarray(r,t));for(var n,o,i,a,u,s,l="";;){if(!(n=e[r++]))return l;if(128&n)if(o=63&e[r++],192!=(224&n))if(i=63&e[r++],224==(240&n)?n=(15&n)<<12|o<<6|i:(a=63&e[r++],240==(248&n)?n=(7&n)<<18|o<<12|i<<6|a:(u=63&e[r++],248==(252&n)?n=(3&n)<<24|o<<18|i<<12|a<<6|u:(s=63&e[r++],n=(1&n)<<30|o<<24|i<<18|a<<12|u<<6|s))),n<65536)l+=String.fromCharCode(n);else{var c=n-65536;l+=String.fromCharCode(55296|c>>10,56320|1023&c)}else l+=String.fromCharCode((31&n)<<6|o);else l+=String.fromCharCode(n)}}function UTF8ToString(e){return UTF8ArrayToString(HEAPU8,e)}function stringToUTF8Array(e,r,t,n){if(!(n>0))return 0;for(var o=t,i=t+n-1,a=0;a<e.length;++a){var u=e.charCodeAt(a);if(u>=55296&&u<=57343&&(u=65536+((1023&u)<<10)|1023&e.charCodeAt(++a)),u<=127){if(t>=i)break;r[t++]=u}else if(u<=2047){if(t+1>=i)break;r[t++]=192|u>>6,r[t++]=128|63&u}else if(u<=65535){if(t+2>=i)break;r[t++]=224|u>>12,r[t++]=128|u>>6&63,r[t++]=128|63&u}else if(u<=2097151){if(t+3>=i)break;r[t++]=240|u>>18,r[t++]=128|u>>12&63,r[t++]=128|u>>6&63,r[t++]=128|63&u}else if(u<=67108863){if(t+4>=i)break;r[t++]=248|u>>24,r[t++]=128|u>>18&63,r[t++]=128|u>>12&63,r[t++]=128|u>>6&63,r[t++]=128|63&u}else{if(t+5>=i)break;r[t++]=252|u>>30,r[t++]=128|u>>24&63,r[t++]=128|u>>18&63,r[t++]=128|u>>12&63,r[t++]=128|u>>6&63,r[t++]=128|63&u}}return r[t]=0,t-o}function stringToUTF8(e,r,t){return stringToUTF8Array(e,HEAPU8,r,t)}function lengthBytesUTF8(e){for(var r=0,t=0;t<e.length;++t){var n=e.charCodeAt(t);n>=55296&&n<=57343&&(n=65536+((1023&n)<<10)|1023&e.charCodeAt(++t)),n<=127?++r:r+=n<=2047?2:n<=65535?3:n<=2097151?4:n<=67108863?5:6}return r}function allocateUTF8(e){var r=lengthBytesUTF8(e)+1,t=_malloc(r);return t&&stringToUTF8Array(e,HEAP8,t,r),t}function allocateUTF8OnStack(e){var r=lengthBytesUTF8(e)+1,t=stackAlloc(r);return stringToUTF8Array(e,HEAP8,t,r),t}function demangle(e){return e}function demangleAll(e){var r=/__Z[\w\d_]+/g;return e.replace(r,function(e){var r=demangle(e);return e===r?e:e+" ["+r+"]"})}function jsStackTrace(){var e=new Error;if(!e.stack){try{throw new Error(0)}catch(r){e=r}if(!e.stack)return"(no stack trace available)"}return e.stack.toString()}function stackTrace(){var e=jsStackTrace();return Module.extraStackTrace&&(e+="\n"+Module.extraStackTrace()),demangleAll(e)}function alignUp(e,r){return e%r>0&&(e+=r-e%r),e}function updateGlobalBuffer(e){Module.buffer=buffer=e}function updateGlobalBufferViews(){Module.HEAP8=HEAP8=new Int8Array(buffer),Module.HEAP16=HEAP16=new Int16Array(buffer),Module.HEAP32=HEAP32=new Int32Array(buffer),Module.HEAPU8=HEAPU8=new Uint8Array(buffer),Module.HEAPU16=HEAPU16=new Uint16Array(buffer),Module.HEAPU32=HEAPU32=new Uint32Array(buffer),Module.HEAPF32=HEAPF32=new Float32Array(buffer),Module.HEAPF64=HEAPF64=new Float64Array(buffer)}function abortOnCannotGrowMemory(){abort("Cannot enlarge memory arrays. Either (1) compile with  -s TOTAL_MEMORY=X  with X higher than the current value "+TOTAL_MEMORY+", (2) compile with  -s ALLOW_MEMORY_GROWTH=1  which allows increasing the size at runtime, or (3) if you want malloc to return NULL (0) instead of this abort, compile with  -s ABORTING_MALLOC=0 ")}function enlargeMemory(){abortOnCannotGrowMemory()}function getTotalMemory(){return TOTAL_MEMORY}function callRuntimeCallbacks(e){for(;e.length>0;){var r=e.shift();if("function"!=typeof r){var t=r.func;"number"==typeof t?void 0===r.arg?Module.dynCall_v(t):Module.dynCall_vi(t,r.arg):t(void 0===r.arg?null:r.arg)}else r()}}function preRun(){if(Module.preRun)for("function"==typeof Module.preRun&&(Module.preRun=[Module.preRun]);Module.preRun.length;)addOnPreRun(Module.preRun.shift());callRuntimeCallbacks(__ATPRERUN__)}function ensureInitRuntime(){runtimeInitialized||(runtimeInitialized=!0,callRuntimeCallbacks(__ATINIT__))}function preMain(){callRuntimeCallbacks(__ATMAIN__)}function exitRuntime(){callRuntimeCallbacks(__ATEXIT__),runtimeExited=!0}function postRun(){if(Module.postRun)for("function"==typeof Module.postRun&&(Module.postRun=[Module.postRun]);Module.postRun.length;)addOnPostRun(Module.postRun.shift());callRuntimeCallbacks(__ATPOSTRUN__)}function addOnPreRun(e){__ATPRERUN__.unshift(e)}function addOnPostRun(e){__ATPOSTRUN__.unshift(e)}function writeArrayToMemory(e,r){HEAP8.set(e,r)}function writeAsciiToMemory(e,r,t){for(var n=0;n<e.length;++n)HEAP8[r++>>0]=e.charCodeAt(n);t||(HEAP8[r>>0]=0)}function getUniqueRunDependency(e){return e}function addRunDependency(e){runDependencies++,Module.monitorRunDependencies&&Module.monitorRunDependencies(runDependencies)}function removeRunDependency(e){if(runDependencies--,Module.monitorRunDependencies&&Module.monitorRunDependencies(runDependencies),0==runDependencies&&(null!==runDependencyWatcher&&(clearInterval(runDependencyWatcher),runDependencyWatcher=null),dependenciesFulfilled)){var r=dependenciesFulfilled;dependenciesFulfilled=null,r()}}function isDataURI(e){return String.prototype.startsWith?e.startsWith(dataURIPrefix):0===e.indexOf(dataURIPrefix)}function integrateWasmJS(){function e(e){var r=Module.buffer;e.byteLength<r.byteLength&&Module.printErr("the new buffer in mergeMemory is smaller than the previous one. in native wasm, we should grow memory here");var t=new Int8Array(r);new Int8Array(e).set(t),updateGlobalBuffer(e),updateGlobalBufferViews()}function r(e){return e}function t(){try{if(Module.wasmBinary)return new Uint8Array(Module.wasmBinary);if(Module.readBinary)return Module.readBinary(a);throw"on the web, we need the wasm binary to be preloaded and set on Module['wasmBinary']. emcc.py will do that for you when generating HTML (but not JS)"}catch(e){abort(e)}}function n(){return Module.wasmBinary||!ENVIRONMENT_IS_WEB&&!ENVIRONMENT_IS_WORKER||"function"!=typeof fetch?new Promise(function(e,r){e(t())}):fetch(a,{credentials:"same-origin"}).then(function(e){if(!e.ok)throw"failed to load wasm binary file at '"+a+"'";return e.arrayBuffer()}).catch(function(){return t()})}function o(r,t,o){function i(r,t){l=r.exports,l.memory&&e(l.memory),Module.asm=l,Module.usingWasm=!0,removeRunDependency("wasm-instantiate")}function u(e){i(e.instance,e.module)}function c(e){n().then(function(e){return WebAssembly.instantiate(e,s)}).then(e).catch(function(e){Module.printErr("failed to asynchronously prepare wasm: "+e),abort(e)})}if("object"!=typeof WebAssembly)return Module.printErr("no native wasm support detected"),!1;if(!(Module.wasmMemory instanceof WebAssembly.Memory))return Module.printErr("no native wasm Memory in use"),!1;if(t.memory=Module.wasmMemory,s.global={NaN:NaN,Infinity:1/0},s["global.Math"]=Math,s.env=t,addRunDependency("wasm-instantiate"),Module.instantiateWasm)try{return Module.instantiateWasm(s,i)}catch(e){return Module.printErr("Module.instantiateWasm callback failed with error: "+e),!1}return Module.wasmBinary||"function"!=typeof WebAssembly.instantiateStreaming||isDataURI(a)||"function"!=typeof fetch?c(u):WebAssembly.instantiateStreaming(fetch(a,{credentials:"same-origin"}),s).then(u).catch(function(e){Module.printErr("wasm streaming compile failed: "+e),Module.printErr("falling back to ArrayBuffer instantiation"),c(u)}),{}}var 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Module.locateFile&&(isDataURI(i)||(i=Module.locateFile(i)),isDataURI(a)||(a=Module.locateFile(a)),isDataURI(u)||(u=Module.locateFile(u)));var s={global:null,env:null,asm2wasm:{"f64-rem":function(e,r){return e%r},debugger:function(){}},parent:Module},l=null;Module.asmPreload=Module.asm;var c=Module.reallocBuffer,d=function(e){e=alignUp(e,Module.usingWasm?WASM_PAGE_SIZE:ASMJS_PAGE_SIZE);var r=Module.buffer,t=r.byteLength;if(Module.usingWasm)try{return-1!==Module.wasmMemory.grow((e-t)/65536)?Module.buffer=Module.wasmMemory.buffer:null}catch(e){return null}};Module.reallocBuffer=function(e){return"asmjs"===_?c(e):d(e)};var _="";Module.asm=function(e,t,n){if(t=r(t),!t.table){var i=Module.wasmTableSize;void 0===i&&(i=1024);var a=Module.wasmMaxTableSize;"object"==typeof WebAssembly&&"function"==typeof WebAssembly.Table?t.table=void 0!==a?new WebAssembly.Table({initial:i,maximum:a,element:"anyfunc"}):new WebAssembly.Table({initial:i,element:"anyfunc"}):t.table=new Array(i),Module.wasmTable=t.table}t.memoryBase||(t.memoryBase=Module.STATIC_BASE),t.tableBase||(t.tableBase=0);var u;return u=o(e,t,n),u||abort("no binaryen method succeeded. consider enabling more options, like interpreting, if you want that: https://github.com/kripken/emscripten/wiki/WebAssembly#binaryen-methods"),u}}function __ZSt18uncaught_exceptionv(){return!!__ZSt18uncaught_exceptionv.uncaught_exception}function ___atomic_fetch_add_8(e,r,t,n){var o=HEAP32[e>>2],i=HEAP32[e+4>>2];return HEAP32[e>>2]=_i64Add(o,i,r,t),HEAP32[e+4>>2]=getTempRet0(),0|(setTempRet0(i),o)}function ___atomic_load_8(e,r){return 0|(setTempRet0(HEAP32[e+4>>2]),HEAP32[e>>2])}function ___atomic_store_8(e,r,t,n){HEAP32[e>>2]=r,HEAP32[e+4>>2]=t}function ___lock(){}function ___setErrNo(e){return Module.___errno_location&&(HEAP32[Module.___errno_location()>>2]=e),e}function ___map_file(e,r){return ___setErrNo(ERRNO_CODES.EPERM),-1}function ___syscall140(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.getStreamFromFD(),n=(SYSCALLS.get(),SYSCALLS.get()),o=SYSCALLS.get(),i=SYSCALLS.get(),a=n;return FS.llseek(t,a,i),HEAP32[o>>2]=t.position,t.getdents&&0===a&&0===i&&(t.getdents=null),0}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___syscall145(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.getStreamFromFD(),n=SYSCALLS.get(),o=SYSCALLS.get();return SYSCALLS.doReadv(t,n,o)}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___syscall146(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.getStreamFromFD(),n=SYSCALLS.get(),o=SYSCALLS.get();return SYSCALLS.doWritev(t,n,o)}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___syscall221(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.getStreamFromFD();switch(SYSCALLS.get()){case 0:var n=SYSCALLS.get();if(n<0)return-ERRNO_CODES.EINVAL;var o;return o=FS.open(t.path,t.flags,0,n),o.fd;case 1:case 2:return 0;case 3:return t.flags;case 4:var n=SYSCALLS.get();return t.flags|=n,0;case 12:case 12:var n=SYSCALLS.get();return HEAP16[n+0>>1]=2,0;case 13:case 14:case 13:case 14:return 0;case 16:case 8:return-ERRNO_CODES.EINVAL;case 9:return ___setErrNo(ERRNO_CODES.EINVAL),-1;default:return-ERRNO_CODES.EINVAL}}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___syscall5(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.getStr(),n=SYSCALLS.get(),o=SYSCALLS.get();return FS.open(t,n,o).fd}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___syscall54(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.getStreamFromFD(),n=SYSCALLS.get();switch(n){case 21509:case 21505:return t.tty?0:-ERRNO_CODES.ENOTTY;case 21510:case 21511:case 21512:case 21506:case 21507:case 21508:return t.tty?0:-ERRNO_CODES.ENOTTY;case 21519:if(!t.tty)return-ERRNO_CODES.ENOTTY;var o=SYSCALLS.get();return HEAP32[o>>2]=0,0;case 21520:return t.tty?-ERRNO_CODES.EINVAL:-ERRNO_CODES.ENOTTY;case 21531:var o=SYSCALLS.get();return FS.ioctl(t,n,o);case 21523:return t.tty?0:-ERRNO_CODES.ENOTTY;default:abort("bad ioctl syscall "+n)}}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___syscall6(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.getStreamFromFD();return FS.close(t),0}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___syscall91(e,r){SYSCALLS.varargs=r;try{var t=SYSCALLS.get(),n=SYSCALLS.get(),o=SYSCALLS.mappings[t];if(!o)return 0;if(n===o.len){var i=FS.getStream(o.fd);SYSCALLS.doMsync(t,i,n,o.flags),FS.munmap(i),SYSCALLS.mappings[t]=null,o.allocated&&_free(o.malloc)}return 0}catch(e){return void 0!==FS&&e instanceof FS.ErrnoError||abort(e),-e.errno}}function ___unlock(){}function _abort(){Module.abort()}function _emscripten_get_now(){abort()}function _emscripten_get_now_is_monotonic(){return ENVIRONMENT_IS_NODE||"undefined"!=typeof dateNow||(ENVIRONMENT_IS_WEB||ENVIRONMENT_IS_WORKER)&&self.performance&&self.performance.now}function _clock_gettime(e,r){var t;if(0===e)t=Date.now();else{if(1!==e||!_emscripten_get_now_is_monotonic())return ___setErrNo(ERRNO_CODES.EINVAL),-1;t=_emscripten_get_now()}return HEAP32[r>>2]=t/1e3|0,HEAP32[r+4>>2]=t%1e3*1e3*1e3|0,0}function _emscripten_set_main_loop_timing(e,r){function t(e){e.data!==o&&e.data.target!==o||(e.stopPropagation(),n.shift()())}if(Browser.mainLoop.timingMode=e,Browser.mainLoop.timingValue=r,!Browser.mainLoop.func)return 1;if(0==e)Browser.mainLoop.scheduler=function(){var e=0|Math.max(0,Browser.mainLoop.tickStartTime+r-_emscripten_get_now());setTimeout(Browser.mainLoop.runner,e)},Browser.mainLoop.method="timeout";else if(1==e)Browser.mainLoop.scheduler=function(){Browser.requestAnimationFrame(Browser.mainLoop.runner)},Browser.mainLoop.method="rAF";else if(2==e){if("undefined"==typeof setImmediate){var n=[],o="setimmediate";addEventListener("message",t,!0),setImmediate=function(e){n.push(e),ENVIRONMENT_IS_WORKER?(void 0===Module.setImmediates&&(Module.setImmediates=[]),Module.setImmediates.push(e),postMessage({target:o})):postMessage(o,"*")}}Browser.mainLoop.scheduler=function(){setImmediate(Browser.mainLoop.runner)},Browser.mainLoop.method="immediate"}return 0}function _emscripten_set_main_loop(e,r,t,n,o){Module.noExitRuntime=!0,assert(!Browser.mainLoop.func,"emscripten_set_main_loop: there can only be one main loop function at once: call emscripten_cancel_main_loop to cancel the previous one before setting a new one with different parameters."),Browser.mainLoop.func=e,Browser.mainLoop.arg=n;var i;i=void 0!==n?function(){Module.dynCall_vi(e,n)}:function(){Module.dynCall_v(e)};var a=Browser.mainLoop.currentlyRunningMainloop;if(Browser.mainLoop.runner=function(){if(!ABORT){if(Browser.mainLoop.queue.length>0){var e=Date.now(),r=Browser.mainLoop.queue.shift();if(r.func(r.arg),Browser.mainLoop.remainingBlockers){var t=Browser.mainLoop.remainingBlockers,n=t%1==0?t-1:Math.floor(t);r.counted?Browser.mainLoop.remainingBlockers=n:(n+=.5,Browser.mainLoop.remainingBlockers=(8*t+n)/9)}if(console.log('main loop blocker "'+r.name+'" took '+(Date.now()-e)+" ms"),Browser.mainLoop.updateStatus(),a<Browser.mainLoop.currentlyRunningMainloop)return;return void setTimeout(Browser.mainLoop.runner,0)}if(!(a<Browser.mainLoop.currentlyRunningMainloop)){if(Browser.mainLoop.currentFrameNumber=Browser.mainLoop.currentFrameNumber+1|0,1==Browser.mainLoop.timingMode&&Browser.mainLoop.timingValue>1&&Browser.mainLoop.currentFrameNumber%Browser.mainLoop.timingValue!=0)return void Browser.mainLoop.scheduler();0==Browser.mainLoop.timingMode&&(Browser.mainLoop.tickStartTime=_emscripten_get_now()),"timeout"===Browser.mainLoop.method&&Module.ctx&&(Module.printErr("Looks like you are rendering without using requestAnimationFrame for the main loop. You should use 0 for the frame rate in emscripten_set_main_loop in order to use requestAnimationFrame, as that can greatly improve your frame rates!"),Browser.mainLoop.method=""),Browser.mainLoop.runIter(i),a<Browser.mainLoop.currentlyRunningMainloop||("object"==typeof SDL&&SDL.audio&&SDL.audio.queueNewAudioData&&SDL.audio.queueNewAudioData(),Browser.mainLoop.scheduler())}}},o||(r&&r>0?_emscripten_set_main_loop_timing(0,1e3/r):_emscripten_set_main_loop_timing(1,1),Browser.mainLoop.scheduler()),t)throw"SimulateInfiniteLoop"}function _emscripten_async_call(e,r,t){function n(){getFuncWrapper(e,"vi")(r)}Module.noExitRuntime=!0,t>=0?Browser.safeSetTimeout(n,t):Browser.safeRequestAnimationFrame(n)}function __exit(e){Module.exit(e)}function _exit(e){__exit(e)}function ___buildEnvironment(e){var r,t;___buildEnvironment.called?(t=HEAP32[_environ>>2],r=HEAP32[t>>2]):(___buildEnvironment.called=!0,ENV.USER=ENV.LOGNAME="web_user",ENV.PATH="/",ENV.PWD="/",ENV.HOME="/home/web_user",ENV.LANG="C.UTF-8",ENV._=Module.thisProgram,r=staticAlloc(1024),t=staticAlloc(256),HEAP32[t>>2]=r,HEAP32[_environ>>2]=t);var n=[],o=0;for(var i in e)if("string"==typeof e[i]){var a=i+"="+e[i];n.push(a),o+=a.length}if(o>1024)throw new Error("Environment size exceeded TOTAL_ENV_SIZE!");for(var u=0;u<n.length;u++){var a=n[u];writeAsciiToMemory(a,r),HEAP32[t+4*u>>2]=r,r+=a.length+1}HEAP32[t+4*n.length>>2]=0}function _getenv(e){return 0===e?0:(e=Pointer_stringify(e),ENV.hasOwnProperty(e)?(_getenv.ret&&_free(_getenv.ret),_getenv.ret=allocateUTF8(ENV[e]),_getenv.ret):0)}function _emscripten_memcpy_big(e,r,t){return HEAPU8.set(HEAPU8.subarray(r,r+t),e),e}function _pthread_attr_init(e){return 0}function _pthread_attr_setstacksize(){}function _pthread_cond_destroy(){return 0}function _pthread_cond_signal(){return 0}function _pthread_cond_wait(){return 0}function _pthread_create(){return 11}function _pthread_join(){}function _pthread_mutex_destroy(){}function __isLeapYear(e){return e%4==0&&(e%100!=0||e%400==0)}function __arraySum(e,r){for(var t=0,n=0;n<=r;t+=e[n++]);return t}function __addDays(e,r){for(var t=new Date(e.getTime());r>0;){var n=__isLeapYear(t.getFullYear()),o=t.getMonth(),i=(n?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR)[o];if(!(r>i-t.getDate()))return t.setDate(t.getDate()+r),t;r-=i-t.getDate()+1,t.setDate(1),o<11?t.setMonth(o+1):(t.setMonth(0),t.setFullYear(t.getFullYear()+1))}return t}function _strftime(e,r,t,n){function o(e,r,t){for(var n="number"==typeof e?e.toString():e||"";n.length<r;)n=t[0]+n;return n}function i(e,r){return o(e,r,"0")}function a(e,r){function t(e){return e<0?-1:e>0?1:0}var n;return 0===(n=t(e.getFullYear()-r.getFullYear()))&&0===(n=t(e.getMonth()-r.getMonth()))&&(n=t(e.getDate()-r.getDate())),n}function u(e){switch(e.getDay()){case 0:return new Date(e.getFullYear()-1,11,29);case 1:return e;case 2:return new Date(e.getFullYear(),0,3);case 3:return new Date(e.getFullYear(),0,2);case 4:return new Date(e.getFullYear(),0,1);case 5:return new Date(e.getFullYear()-1,11,31);case 6:return new Date(e.getFullYear()-1,11,30)}}function s(e){var r=__addDays(new Date(e.tm_year+1900,0,1),e.tm_yday),t=new Date(r.getFullYear(),0,4),n=new Date(r.getFullYear()+1,0,4),o=u(t),i=u(n);return a(o,r)<=0?a(i,r)<=0?r.getFullYear()+1:r.getFullYear():r.getFullYear()-1}var l=HEAP32[n+40>>2],c={tm_sec:HEAP32[n>>2],tm_min:HEAP32[n+4>>2],tm_hour:HEAP32[n+8>>2],tm_mday:HEAP32[n+12>>2],tm_mon:HEAP32[n+16>>2],tm_year:HEAP32[n+20>>2],tm_wday:HEAP32[n+24>>2],tm_yday:HEAP32[n+28>>2],tm_isdst:HEAP32[n+32>>2],tm_gmtoff:HEAP32[n+36>>2],tm_zone:l?Pointer_stringify(l):""},d=Pointer_stringify(t),_={"%c":"%a %b %d %H:%M:%S %Y","%D":"%m/%d/%y","%F":"%Y-%m-%d","%h":"%b","%r":"%I:%M:%S %p","%R":"%H:%M","%T":"%H:%M:%S","%x":"%m/%d/%y","%X":"%H:%M:%S"};for(var f in _)d=d.replace(new RegExp(f,"g"),_[f]);var E=["Sunday","Monday","Tuesday","Wednesday","Thursday","Friday","Saturday"],m=["January","February","March","April","May","June","July","August","September","October","November","December"],p={"%a":function(e){return E[e.tm_wday].substring(0,3)},"%A":function(e){return E[e.tm_wday]},"%b":function(e){return m[e.tm_mon].substring(0,3)},"%B":function(e){return m[e.tm_mon]},"%C":function(e){return i((e.tm_year+1900)/100|0,2)},"%d":function(e){return i(e.tm_mday,2)},"%e":function(e){return o(e.tm_mday,2," ")},"%g":function(e){return s(e).toString().substring(2)},"%G":function(e){return s(e)},"%H":function(e){return i(e.tm_hour,2)},"%I":function(e){var r=e.tm_hour;return 0==r?r=12:r>12&&(r-=12),i(r,2)},"%j":function(e){return i(e.tm_mday+__arraySum(__isLeapYear(e.tm_year+1900)?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR,e.tm_mon-1),3)},"%m":function(e){return i(e.tm_mon+1,2)},"%M":function(e){return i(e.tm_min,2)},"%n":function(){return"\n"},"%p":function(e){return e.tm_hour>=0&&e.tm_hour<12?"AM":"PM"},"%S":function(e){return i(e.tm_sec,2)},"%t":function(){return"\t"},"%u":function(e){return new Date(e.tm_year+1900,e.tm_mon+1,e.tm_mday,0,0,0,0).getDay()||7},"%U":function(e){var r=new Date(e.tm_year+1900,0,1),t=0===r.getDay()?r:__addDays(r,7-r.getDay()),n=new Date(e.tm_year+1900,e.tm_mon,e.tm_mday);if(a(t,n)<0){var o=__arraySum(__isLeapYear(n.getFullYear())?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR,n.getMonth()-1)-31,u=31-t.getDate(),s=u+o+n.getDate();return i(Math.ceil(s/7),2)}return 0===a(t,r)?"01":"00"},"%V":function(e){var r=new Date(e.tm_year+1900,0,4),t=new Date(e.tm_year+1901,0,4),n=u(r),o=u(t),s=__addDays(new Date(e.tm_year+1900,0,1),e.tm_yday);if(a(s,n)<0)return"53";if(a(o,s)<=0)return"01";var l;return l=n.getFullYear()<e.tm_year+1900?e.tm_yday+32-n.getDate():e.tm_yday+1-n.getDate(),i(Math.ceil(l/7),2)},"%w":function(e){return new Date(e.tm_year+1900,e.tm_mon+1,e.tm_mday,0,0,0,0).getDay()},"%W":function(e){var r=new Date(e.tm_year,0,1),t=1===r.getDay()?r:__addDays(r,0===r.getDay()?1:7-r.getDay()+1),n=new Date(e.tm_year+1900,e.tm_mon,e.tm_mday);if(a(t,n)<0){var o=__arraySum(__isLeapYear(n.getFullYear())?__MONTH_DAYS_LEAP:__MONTH_DAYS_REGULAR,n.getMonth()-1)-31,u=31-t.getDate(),s=u+o+n.getDate();return i(Math.ceil(s/7),2)}return 0===a(t,r)?"01":"00"},"%y":function(e){return(e.tm_year+1900).toString().substring(2)},"%Y":function(e){return e.tm_year+1900},"%z":function(e){var r=e.tm_gmtoff,t=r>=0;return r=Math.abs(r)/60,r=r/60*100+r%60,(t?"+":"-")+String("0000"+r).slice(-4)},"%Z":function(e){return e.tm_zone},"%%":function(){return"%"}};for(var f in p)d.indexOf(f)>=0&&(d=d.replace(new RegExp(f,"g"),p[f](c)));var S=intArrayFromString(d,!1);return S.length>r?0:(writeArrayToMemory(S,e),S.length-1)}function _strftime_l(e,r,t,n){return _strftime(e,r,t,n)}function intArrayFromString(e,r,t){var n=t>0?t:lengthBytesUTF8(e)+1,o=new Array(n),i=stringToUTF8Array(e,o,0,o.length);return r&&(o.length=i),o}function ExitStatus(e){this.name="ExitStatus",this.message="Program terminated with exit("+e+")",this.status=e}function run(e){function r(){Module.calledRun||(Module.calledRun=!0,ABORT||(ensureInitRuntime(),preMain(),Module.onRuntimeInitialized&&Module.onRuntimeInitialized(),Module._main&&shouldRunNow&&Module.callMain(e),postRun()))}e=e||Module.arguments,null===preloadStartTime&&(preloadStartTime=Date.now()),runDependencies>0||(preRun(),runDependencies>0||Module.calledRun||(Module.setStatus?(Module.setStatus("Running..."),setTimeout(function(){setTimeout(function(){Module.setStatus("")},1),r()},1)):r()))}function exit(e,r){r&&Module.noExitRuntime&&0===e||(Module.noExitRuntime||(ABORT=!0,EXITSTATUS=e,STACKTOP=initialStackTop,exitRuntime(),Module.onExit&&Module.onExit(e)),ENVIRONMENT_IS_NODE&&process.exit(e),Module.quit(e,new ExitStatus(e)))}function abort(e){throw 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FS.ErrnoError(ERRNO_CODES.ENOTEMPTY);delete e.contents[r]},readdir:function(e){var r=[".",".."];for(var t in e.contents)e.contents.hasOwnProperty(t)&&r.push(t);return r},symlink:function(e,r,t){var n=MEMFS.createNode(e,r,41471,0);return n.link=t,n},readlink:function(e){if(!FS.isLink(e.mode))throw new FS.ErrnoError(ERRNO_CODES.EINVAL);return e.link}},stream_ops:{read:function(e,r,t,n,o){var i=e.node.contents;if(o>=e.node.usedBytes)return 0;var a=Math.min(e.node.usedBytes-o,n);if(assert(a>=0),a>8&&i.subarray)r.set(i.subarray(o,o+a),t);else for(var u=0;u<a;u++)r[t+u]=i[o+u];return a},write:function(e,r,t,n,o,i){if(!n)return 0;var a=e.node;if(a.timestamp=Date.now(),r.subarray&&(!a.contents||a.contents.subarray)){if(i)return a.contents=r.subarray(t,t+n),a.usedBytes=n,n;if(0===a.usedBytes&&0===o)return a.contents=new Uint8Array(r.subarray(t,t+n)),a.usedBytes=n,n;if(o+n<=a.usedBytes)return a.contents.set(r.subarray(t,t+n),o),n}if(MEMFS.expandFileStorage(a,o+n),a.contents.subarray&&r.subarray)a.contents.set(r.subarray(t,t+n),o);else for(var u=0;u<n;u++)a.contents[o+u]=r[t+u];return a.usedBytes=Math.max(a.usedBytes,o+n),n},llseek:function(e,r,t){var n=r;if(1===t?n+=e.position:2===t&&FS.isFile(e.node.mode)&&(n+=e.node.usedBytes),n<0)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);return n},allocate:function(e,r,t){MEMFS.expandFileStorage(e.node,r+t),e.node.usedBytes=Math.max(e.node.usedBytes,r+t)},mmap:function(e,r,t,n,o,i,a){if(!FS.isFile(e.node.mode))throw new FS.ErrnoError(ERRNO_CODES.ENODEV);var u,s,l=e.node.contents;if(2&a||l.buffer!==r&&l.buffer!==r.buffer){if((o>0||o+n<e.node.usedBytes)&&(l=l.subarray?l.subarray(o,o+n):Array.prototype.slice.call(l,o,o+n)),s=!0,!(u=_malloc(n)))throw new FS.ErrnoError(ERRNO_CODES.ENOMEM);r.set(l,u)}else s=!1,u=l.byteOffset;return{ptr:u,allocated:s}},msync:function(e,r,t,n,o){if(!FS.isFile(e.node.mode))throw new FS.ErrnoError(ERRNO_CODES.ENODEV);if(2&o)return 0;MEMFS.stream_ops.write(e,r,0,n,t,!1);return 0}}},IDBFS={dbs:{},indexedDB:function(){if("undefined"!=typeof indexedDB)return indexedDB;var e=null;return"object"==typeof window&&(e=window.indexedDB||window.mozIndexedDB||window.webkitIndexedDB||window.msIndexedDB),assert(e,"IDBFS used, but indexedDB not supported"),e},DB_VERSION:21,DB_STORE_NAME:"FILE_DATA",mount:function(e){return MEMFS.mount.apply(null,arguments)},syncfs:function(e,r,t){IDBFS.getLocalSet(e,function(n,o){if(n)return t(n);IDBFS.getRemoteSet(e,function(e,n){if(e)return t(e);var i=r?n:o,a=r?o:n;IDBFS.reconcile(i,a,t)})})},getDB:function(e,r){var t=IDBFS.dbs[e];if(t)return r(null,t);var n;try{n=IDBFS.indexedDB().open(e,IDBFS.DB_VERSION)}catch(e){return r(e)}if(!n)return r("Unable to connect to IndexedDB");n.onupgradeneeded=function(e){var r,t=e.target.result,n=e.target.transaction;r=t.objectStoreNames.contains(IDBFS.DB_STORE_NAME)?n.objectStore(IDBFS.DB_STORE_NAME):t.createObjectStore(IDBFS.DB_STORE_NAME),r.indexNames.contains("timestamp")||r.createIndex("timestamp","timestamp",{unique:!1})},n.onsuccess=function(){t=n.result,IDBFS.dbs[e]=t,r(null,t)},n.onerror=function(e){r(this.error),e.preventDefault()}},getLocalSet:function(e,r){function t(e){return"."!==e&&".."!==e}function n(e){return function(r){return PATH.join2(e,r)}}for(var o={},i=FS.readdir(e.mountpoint).filter(t).map(n(e.mountpoint));i.length;){var a,u=i.pop();try{a=FS.stat(u)}catch(e){return r(e)}FS.isDir(a.mode)&&i.push.apply(i,FS.readdir(u).filter(t).map(n(u))),o[u]={timestamp:a.mtime}}return r(null,{type:"local",entries:o})},getRemoteSet:function(e,r){var t={};IDBFS.getDB(e.mountpoint,function(e,n){if(e)return r(e);try{var o=n.transaction([IDBFS.DB_STORE_NAME],"readonly");o.onerror=function(e){r(this.error),e.preventDefault()};o.objectStore(IDBFS.DB_STORE_NAME).index("timestamp").openKeyCursor().onsuccess=function(e){var o=e.target.result;if(!o)return r(null,{type:"remote",db:n,entries:t});t[o.primaryKey]={timestamp:o.key},o.continue()}}catch(e){return r(e)}})},loadLocalEntry:function(e,r){var t,n;try{n=FS.lookupPath(e).node,t=FS.stat(e)}catch(e){return r(e)}return FS.isDir(t.mode)?r(null,{timestamp:t.mtime,mode:t.mode}):FS.isFile(t.mode)?(n.contents=MEMFS.getFileDataAsTypedArray(n),r(null,{timestamp:t.mtime,mode:t.mode,contents:n.contents})):r(new Error("node type not supported"))},storeLocalEntry:function(e,r,t){try{if(FS.isDir(r.mode))FS.mkdir(e,r.mode);else{if(!FS.isFile(r.mode))return t(new Error("node type not supported"));FS.writeFile(e,r.contents,{canOwn:!0})}FS.chmod(e,r.mode),FS.utime(e,r.timestamp,r.timestamp)}catch(e){return t(e)}t(null)},removeLocalEntry:function(e,r){try{var t=(FS.lookupPath(e),FS.stat(e));FS.isDir(t.mode)?FS.rmdir(e):FS.isFile(t.mode)&&FS.unlink(e)}catch(e){return r(e)}r(null)},loadRemoteEntry:function(e,r,t){var n=e.get(r);n.onsuccess=function(e){t(null,e.target.result)},n.onerror=function(e){t(this.error),e.preventDefault()}},storeRemoteEntry:function(e,r,t,n){var o=e.put(t,r);o.onsuccess=function(){n(null)},o.onerror=function(e){n(this.error),e.preventDefault()}},removeRemoteEntry:function(e,r,t){var n=e.delete(r);n.onsuccess=function(){t(null)},n.onerror=function(e){t(this.error),e.preventDefault()}},reconcile:function(e,r,t){function n(e){if(e){if(!n.errored)return n.errored=!0,t(e)}else if(++u>=o)return t(null)}var o=0,i=[];Object.keys(e.entries).forEach(function(t){var n=e.entries[t],a=r.entries[t];(!a||n.timestamp>a.timestamp)&&(i.push(t),o++)});var a=[];if(Object.keys(r.entries).forEach(function(t){r.entries[t];e.entries[t]||(a.push(t),o++)}),!o)return t(null);var u=0,s="remote"===e.type?e.db:r.db,l=s.transaction([IDBFS.DB_STORE_NAME],"readwrite"),c=l.objectStore(IDBFS.DB_STORE_NAME);l.onerror=function(e){n(this.error),e.preventDefault()},i.sort().forEach(function(e){"local"===r.type?IDBFS.loadRemoteEntry(c,e,function(r,t){if(r)return n(r);IDBFS.storeLocalEntry(e,t,n)}):IDBFS.loadLocalEntry(e,function(r,t){if(r)return n(r);IDBFS.storeRemoteEntry(c,e,t,n)})}),a.sort().reverse().forEach(function(e){"local"===r.type?IDBFS.removeLocalEntry(e,n):IDBFS.removeRemoteEntry(c,e,n)})}},NODEFS={isWindows:!1,staticInit:function(){NODEFS.isWindows=!!process.platform.match(/^win/);var e=process.binding("constants");e.fs&&(e=e.fs),NODEFS.flagsForNodeMap={1024:e.O_APPEND,64:e.O_CREAT,128:e.O_EXCL,0:e.O_RDONLY,2:e.O_RDWR,4096:e.O_SYNC,512:e.O_TRUNC,1:e.O_WRONLY}},bufferFrom:function(e){return Buffer.alloc?Buffer.from(e):new Buffer(e)},mount:function(e){return assert(ENVIRONMENT_IS_NODE),NODEFS.createNode(null,"/",NODEFS.getMode(e.opts.root),0)},createNode:function(e,r,t,n){if(!FS.isDir(t)&&!FS.isFile(t)&&!FS.isLink(t))throw new FS.ErrnoError(ERRNO_CODES.EINVAL);var o=FS.createNode(e,r,t);return o.node_ops=NODEFS.node_ops,o.stream_ops=NODEFS.stream_ops,o},getMode:function(e){var r;try{r=fs.lstatSync(e),NODEFS.isWindows&&(r.mode=r.mode|(292&r.mode)>>2)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}return r.mode},realPath:function(e){for(var r=[];e.parent!==e;)r.push(e.name),e=e.parent;return r.push(e.mount.opts.root),r.reverse(),PATH.join.apply(null,r)},flagsForNode:function(e){e&=-2097153,e&=-2049,e&=-32769,e&=-524289;var r=0;for(var t in NODEFS.flagsForNodeMap)e&t&&(r|=NODEFS.flagsForNodeMap[t],e^=t);if(e)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);return r},node_ops:{getattr:function(e){var r,t=NODEFS.realPath(e);try{r=fs.lstatSync(t)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}return NODEFS.isWindows&&!r.blksize&&(r.blksize=4096),NODEFS.isWindows&&!r.blocks&&(r.blocks=(r.size+r.blksize-1)/r.blksize|0),{dev:r.dev,ino:r.ino,mode:r.mode,nlink:r.nlink,uid:r.uid,gid:r.gid,rdev:r.rdev,size:r.size,atime:r.atime,mtime:r.mtime,ctime:r.ctime,blksize:r.blksize,blocks:r.blocks}},setattr:function(e,r){var t=NODEFS.realPath(e);try{if(void 0!==r.mode&&(fs.chmodSync(t,r.mode),e.mode=r.mode),void 0!==r.timestamp){var n=new Date(r.timestamp);fs.utimesSync(t,n,n)}void 0!==r.size&&fs.truncateSync(t,r.size)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},lookup:function(e,r){var t=PATH.join2(NODEFS.realPath(e),r),n=NODEFS.getMode(t);return NODEFS.createNode(e,r,n)},mknod:function(e,r,t,n){var o=NODEFS.createNode(e,r,t,n),i=NODEFS.realPath(o);try{FS.isDir(o.mode)?fs.mkdirSync(i,o.mode):fs.writeFileSync(i,"",{mode:o.mode})}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}return o},rename:function(e,r,t){var n=NODEFS.realPath(e),o=PATH.join2(NODEFS.realPath(r),t);try{fs.renameSync(n,o)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},unlink:function(e,r){var t=PATH.join2(NODEFS.realPath(e),r);try{fs.unlinkSync(t)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},rmdir:function(e,r){var t=PATH.join2(NODEFS.realPath(e),r);try{fs.rmdirSync(t)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},readdir:function(e){var r=NODEFS.realPath(e);try{return fs.readdirSync(r)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},symlink:function(e,r,t){var n=PATH.join2(NODEFS.realPath(e),r);try{fs.symlinkSync(t,n)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},readlink:function(e){var r=NODEFS.realPath(e);try{return r=fs.readlinkSync(r),r=NODEJS_PATH.relative(NODEJS_PATH.resolve(e.mount.opts.root),r)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}}},stream_ops:{open:function(e){var r=NODEFS.realPath(e.node);try{FS.isFile(e.node.mode)&&(e.nfd=fs.openSync(r,NODEFS.flagsForNode(e.flags)))}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},close:function(e){try{FS.isFile(e.node.mode)&&e.nfd&&fs.closeSync(e.nfd)}catch(e){if(!e.code)throw e;throw new FS.ErrnoError(ERRNO_CODES[e.code])}},read:function(e,r,t,n,o){if(0===n)return 0;try{return fs.readSync(e.nfd,NODEFS.bufferFrom(r.buffer),t,n,o)}catch(e){throw new FS.ErrnoError(ERRNO_CODES[e.code])}},write:function(e,r,t,n,o){try{return fs.writeSync(e.nfd,NODEFS.bufferFrom(r.buffer),t,n,o)}catch(e){throw new FS.ErrnoError(ERRNO_CODES[e.code])}},llseek:function(e,r,t){var n=r;if(1===t)n+=e.position;else if(2===t&&FS.isFile(e.node.mode))try{var o=fs.fstatSync(e.nfd);n+=o.size}catch(e){throw new FS.ErrnoError(ERRNO_CODES[e.code])}if(n<0)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);return n}}},WORKERFS={DIR_MODE:16895,FILE_MODE:33279,reader:null,mount:function(e){function r(e){for(var r=e.split("/"),t=n,i=0;i<r.length-1;i++){var a=r.slice(0,i+1).join("/");o[a]||(o[a]=WORKERFS.createNode(t,r[i],WORKERFS.DIR_MODE,0)),t=o[a]}return t}function t(e){var r=e.split("/");return r[r.length-1]}assert(ENVIRONMENT_IS_WORKER),WORKERFS.reader||(WORKERFS.reader=new FileReaderSync);var n=WORKERFS.createNode(null,"/",WORKERFS.DIR_MODE,0),o={};return Array.prototype.forEach.call(e.opts.files||[],function(e){WORKERFS.createNode(r(e.name),t(e.name),WORKERFS.FILE_MODE,0,e,e.lastModifiedDate)}),(e.opts.blobs||[]).forEach(function(e){WORKERFS.createNode(r(e.name),t(e.name),WORKERFS.FILE_MODE,0,e.data)}),(e.opts.packages||[]).forEach(function(e){e.metadata.files.forEach(function(n){var o=n.filename.substr(1);WORKERFS.createNode(r(o),t(o),WORKERFS.FILE_MODE,0,e.blob.slice(n.start,n.end))})}),n},createNode:function(e,r,t,n,o,i){var a=FS.createNode(e,r,t);return a.mode=t,a.node_ops=WORKERFS.node_ops,a.stream_ops=WORKERFS.stream_ops,a.timestamp=(i||new Date).getTime(),assert(WORKERFS.FILE_MODE!==WORKERFS.DIR_MODE),t===WORKERFS.FILE_MODE?(a.size=o.size,a.contents=o):(a.size=4096,a.contents={}),e&&(e.contents[r]=a),a},node_ops:{getattr:function(e){return{dev:1,ino:void 0,mode:e.mode,nlink:1,uid:0,gid:0,rdev:void 0,size:e.size,atime:new Date(e.timestamp),mtime:new Date(e.timestamp),ctime:new Date(e.timestamp),blksize:4096,blocks:Math.ceil(e.size/4096)}},setattr:function(e,r){void 0!==r.mode&&(e.mode=r.mode),void 0!==r.timestamp&&(e.timestamp=r.timestamp)},lookup:function(e,r){throw new FS.ErrnoError(ERRNO_CODES.ENOENT)},mknod:function(e,r,t,n){throw new FS.ErrnoError(ERRNO_CODES.EPERM)},rename:function(e,r,t){throw new FS.ErrnoError(ERRNO_CODES.EPERM)},unlink:function(e,r){throw new FS.ErrnoError(ERRNO_CODES.EPERM)},rmdir:function(e,r){throw new FS.ErrnoError(ERRNO_CODES.EPERM)},readdir:function(e){var r=[".",".."];for(var t in e.contents)e.contents.hasOwnProperty(t)&&r.push(t);return r},symlink:function(e,r,t){throw new FS.ErrnoError(ERRNO_CODES.EPERM)},readlink:function(e){throw new FS.ErrnoError(ERRNO_CODES.EPERM)}},stream_ops:{read:function(e,r,t,n,o){if(o>=e.node.size)return 0;var i=e.node.contents.slice(o,o+n),a=WORKERFS.reader.readAsArrayBuffer(i);return r.set(new Uint8Array(a),t),i.size},write:function(e,r,t,n,o){throw new FS.ErrnoError(ERRNO_CODES.EIO)},llseek:function(e,r,t){var n=r;if(1===t?n+=e.position:2===t&&FS.isFile(e.node.mode)&&(n+=e.node.size),n<0)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);return n}}};STATICTOP+=16,STATICTOP+=16,STATICTOP+=16;var FS={root:null,mounts:[],devices:{},streams:[],nextInode:1,nameTable:null,currentPath:"/",initialized:!1,ignorePermissions:!0,trackingDelegate:{},tracking:{openFlags:{READ:1,WRITE:2}},ErrnoError:null,genericErrors:{},filesystems:null,syncFSRequests:0,handleFSError:function(e){if(!(e instanceof FS.ErrnoError))throw e+" : "+stackTrace();return ___setErrNo(e.errno)},lookupPath:function(e,r){if(e=PATH.resolve(FS.cwd(),e),r=r||{},!e)return{path:"",node:null};var t={follow_mount:!0,recurse_count:0};for(var n in t)void 0===r[n]&&(r[n]=t[n]);if(r.recurse_count>8)throw new FS.ErrnoError(ERRNO_CODES.ELOOP);for(var o=PATH.normalizeArray(e.split("/").filter(function(e){return!!e}),!1),i=FS.root,a="/",u=0;u<o.length;u++){var s=u===o.length-1;if(s&&r.parent)break;if(i=FS.lookupNode(i,o[u]),a=PATH.join2(a,o[u]),FS.isMountpoint(i)&&(!s||s&&r.follow_mount)&&(i=i.mounted.root),!s||r.follow)for(var l=0;FS.isLink(i.mode);){var c=FS.readlink(a);a=PATH.resolve(PATH.dirname(a),c);var d=FS.lookupPath(a,{recurse_count:r.recurse_count});if(i=d.node,l++>40)throw new FS.ErrnoError(ERRNO_CODES.ELOOP)}}return{path:a,node:i}},getPath:function(e){for(var r;;){if(FS.isRoot(e)){var t=e.mount.mountpoint;return r?"/"!==t[t.length-1]?t+"/"+r:t+r:t}r=r?e.name+"/"+r:e.name,e=e.parent}},hashName:function(e,r){for(var t=0,n=0;n<r.length;n++)t=(t<<5)-t+r.charCodeAt(n)|0;return(e+t>>>0)%FS.nameTable.length},hashAddNode:function(e){var r=FS.hashName(e.parent.id,e.name);e.name_next=FS.nameTable[r],FS.nameTable[r]=e},hashRemoveNode:function(e){var r=FS.hashName(e.parent.id,e.name);if(FS.nameTable[r]===e)FS.nameTable[r]=e.name_next;else for(var t=FS.nameTable[r];t;){if(t.name_next===e){t.name_next=e.name_next;break}t=t.name_next}},lookupNode:function(e,r){var t=FS.mayLookup(e);if(t)throw new FS.ErrnoError(t,e);for(var n=FS.hashName(e.id,r),o=FS.nameTable[n];o;o=o.name_next){var i=o.name;if(o.parent.id===e.id&&i===r)return o}return FS.lookup(e,r)},createNode:function(e,r,t,n){if(!FS.FSNode){FS.FSNode=function(e,r,t,n){e||(e=this),this.parent=e,this.mount=e.mount,this.mounted=null,this.id=FS.nextInode++,this.name=r,this.mode=t,this.node_ops={},this.stream_ops={},this.rdev=n},FS.FSNode.prototype={};Object.defineProperties(FS.FSNode.prototype,{read:{get:function(){return 365==(365&this.mode)},set:function(e){e?this.mode|=365:this.mode&=-366}},write:{get:function(){return 146==(146&this.mode)},set:function(e){e?this.mode|=146:this.mode&=-147}},isFolder:{get:function(){return FS.isDir(this.mode)}},isDevice:{get:function(){return FS.isChrdev(this.mode)}}})}var o=new FS.FSNode(e,r,t,n);return FS.hashAddNode(o),o},destroyNode:function(e){FS.hashRemoveNode(e)},isRoot:function(e){return e===e.parent},isMountpoint:function(e){return!!e.mounted},isFile:function(e){return 32768==(61440&e)},isDir:function(e){return 16384==(61440&e)},isLink:function(e){return 40960==(61440&e)},isChrdev:function(e){return 8192==(61440&e)},isBlkdev:function(e){return 24576==(61440&e)},isFIFO:function(e){return 4096==(61440&e)},isSocket:function(e){return 49152==(49152&e)},flagModes:{r:0,rs:1052672,"r+":2,w:577,wx:705,xw:705,"w+":578,"wx+":706,"xw+":706,a:1089,ax:1217,xa:1217,"a+":1090,"ax+":1218,"xa+":1218},modeStringToFlags:function(e){var r=FS.flagModes[e];if(void 0===r)throw new Error("Unknown file open mode: "+e);return r},flagsToPermissionString:function(e){var r=["r","w","rw"][3&e];return 512&e&&(r+="w"),r},nodePermissions:function(e,r){return FS.ignorePermissions?0:(-1===r.indexOf("r")||292&e.mode)&&(-1===r.indexOf("w")||146&e.mode)&&(-1===r.indexOf("x")||73&e.mode)?0:ERRNO_CODES.EACCES},mayLookup:function(e){var r=FS.nodePermissions(e,"x");return r||(e.node_ops.lookup?0:ERRNO_CODES.EACCES)},mayCreate:function(e,r){try{FS.lookupNode(e,r);return ERRNO_CODES.EEXIST}catch(e){}return FS.nodePermissions(e,"wx")},mayDelete:function(e,r,t){var n;try{n=FS.lookupNode(e,r)}catch(e){return e.errno}var o=FS.nodePermissions(e,"wx");if(o)return o;if(t){if(!FS.isDir(n.mode))return ERRNO_CODES.ENOTDIR;if(FS.isRoot(n)||FS.getPath(n)===FS.cwd())return ERRNO_CODES.EBUSY}else if(FS.isDir(n.mode))return ERRNO_CODES.EISDIR;return 0},mayOpen:function(e,r){return e?FS.isLink(e.mode)?ERRNO_CODES.ELOOP:FS.isDir(e.mode)&&("r"!==FS.flagsToPermissionString(r)||512&r)?ERRNO_CODES.EISDIR:FS.nodePermissions(e,FS.flagsToPermissionString(r)):ERRNO_CODES.ENOENT},MAX_OPEN_FDS:4096,nextfd:function(e,r){e=e||0,r=r||FS.MAX_OPEN_FDS;for(var t=e;t<=r;t++)if(!FS.streams[t])return t;throw new FS.ErrnoError(ERRNO_CODES.EMFILE)},getStream:function(e){return FS.streams[e]},createStream:function(e,r,t){FS.FSStream||(FS.FSStream=function(){},FS.FSStream.prototype={},Object.defineProperties(FS.FSStream.prototype,{object:{get:function(){return this.node},set:function(e){this.node=e}},isRead:{get:function(){return 1!=(2097155&this.flags)}},isWrite:{get:function(){return 0!=(2097155&this.flags)}},isAppend:{get:function(){return 1024&this.flags}}}));var n=new FS.FSStream;for(var o in e)n[o]=e[o];e=n;var i=FS.nextfd(r,t);return e.fd=i,FS.streams[i]=e,e},closeStream:function(e){FS.streams[e]=null},chrdev_stream_ops:{open:function(e){var r=FS.getDevice(e.node.rdev);e.stream_ops=r.stream_ops,e.stream_ops.open&&e.stream_ops.open(e)},llseek:function(){throw new FS.ErrnoError(ERRNO_CODES.ESPIPE)}},major:function(e){return e>>8},minor:function(e){return 255&e},makedev:function(e,r){return e<<8|r},registerDevice:function(e,r){FS.devices[e]={stream_ops:r}},getDevice:function(e){return FS.devices[e]},getMounts:function(e){for(var r=[],t=[e];t.length;){var n=t.pop();r.push(n),t.push.apply(t,n.mounts)}return r},syncfs:function(e,r){function t(e){return assert(FS.syncFSRequests>0),FS.syncFSRequests--,r(e)}function n(e){if(e){if(!n.errored)return n.errored=!0,t(e)}else++i>=o.length&&t(null)}"function"==typeof e&&(r=e,e=!1),
++FS.syncFSRequests>1&&console.log("warning: "+FS.syncFSRequests+" FS.syncfs operations in flight at once, probably just doing extra work");var o=FS.getMounts(FS.root.mount),i=0;o.forEach(function(r){if(!r.type.syncfs)return n(null);r.type.syncfs(r,e,n)})},mount:function(e,r,t){var n,o="/"===t,i=!t;if(o&&FS.root)throw new FS.ErrnoError(ERRNO_CODES.EBUSY);if(!o&&!i){var a=FS.lookupPath(t,{follow_mount:!1});if(t=a.path,n=a.node,FS.isMountpoint(n))throw new FS.ErrnoError(ERRNO_CODES.EBUSY);if(!FS.isDir(n.mode))throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR)}var u={type:e,opts:r,mountpoint:t,mounts:[]},s=e.mount(u);return s.mount=u,u.root=s,o?FS.root=s:n&&(n.mounted=u,n.mount&&n.mount.mounts.push(u)),s},unmount:function(e){var r=FS.lookupPath(e,{follow_mount:!1});if(!FS.isMountpoint(r.node))throw new FS.ErrnoError(ERRNO_CODES.EINVAL);var t=r.node,n=t.mounted,o=FS.getMounts(n);Object.keys(FS.nameTable).forEach(function(e){for(var r=FS.nameTable[e];r;){var t=r.name_next;-1!==o.indexOf(r.mount)&&FS.destroyNode(r),r=t}}),t.mounted=null;var i=t.mount.mounts.indexOf(n);assert(-1!==i),t.mount.mounts.splice(i,1)},lookup:function(e,r){return e.node_ops.lookup(e,r)},mknod:function(e,r,t){var n=FS.lookupPath(e,{parent:!0}),o=n.node,i=PATH.basename(e);if(!i||"."===i||".."===i)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);var a=FS.mayCreate(o,i);if(a)throw new FS.ErrnoError(a);if(!o.node_ops.mknod)throw new FS.ErrnoError(ERRNO_CODES.EPERM);return o.node_ops.mknod(o,i,r,t)},create:function(e,r){return r=void 0!==r?r:438,r&=4095,r|=32768,FS.mknod(e,r,0)},mkdir:function(e,r){return r=void 0!==r?r:511,r&=1023,r|=16384,FS.mknod(e,r,0)},mkdirTree:function(e,r){for(var t=e.split("/"),n="",o=0;o<t.length;++o)if(t[o]){n+="/"+t[o];try{FS.mkdir(n,r)}catch(e){if(e.errno!=ERRNO_CODES.EEXIST)throw e}}},mkdev:function(e,r,t){return void 0===t&&(t=r,r=438),r|=8192,FS.mknod(e,r,t)},symlink:function(e,r){if(!PATH.resolve(e))throw new FS.ErrnoError(ERRNO_CODES.ENOENT);var t=FS.lookupPath(r,{parent:!0}),n=t.node;if(!n)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);var o=PATH.basename(r),i=FS.mayCreate(n,o);if(i)throw new FS.ErrnoError(i);if(!n.node_ops.symlink)throw new FS.ErrnoError(ERRNO_CODES.EPERM);return n.node_ops.symlink(n,o,e)},rename:function(e,r){var t,n,o,i=PATH.dirname(e),a=PATH.dirname(r),u=PATH.basename(e),s=PATH.basename(r);try{t=FS.lookupPath(e,{parent:!0}),n=t.node,t=FS.lookupPath(r,{parent:!0}),o=t.node}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EBUSY)}if(!n||!o)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);if(n.mount!==o.mount)throw new FS.ErrnoError(ERRNO_CODES.EXDEV);var l=FS.lookupNode(n,u),c=PATH.relative(e,a);if("."!==c.charAt(0))throw new FS.ErrnoError(ERRNO_CODES.EINVAL);if(c=PATH.relative(r,i),"."!==c.charAt(0))throw new FS.ErrnoError(ERRNO_CODES.ENOTEMPTY);var d;try{d=FS.lookupNode(o,s)}catch(e){}if(l!==d){var _=FS.isDir(l.mode),f=FS.mayDelete(n,u,_);if(f)throw new FS.ErrnoError(f);if(f=d?FS.mayDelete(o,s,_):FS.mayCreate(o,s))throw new FS.ErrnoError(f);if(!n.node_ops.rename)throw new FS.ErrnoError(ERRNO_CODES.EPERM);if(FS.isMountpoint(l)||d&&FS.isMountpoint(d))throw new FS.ErrnoError(ERRNO_CODES.EBUSY);if(o!==n&&(f=FS.nodePermissions(n,"w")))throw new FS.ErrnoError(f);try{FS.trackingDelegate.willMovePath&&FS.trackingDelegate.willMovePath(e,r)}catch(t){console.log("FS.trackingDelegate['willMovePath']('"+e+"', '"+r+"') threw an exception: "+t.message)}FS.hashRemoveNode(l);try{n.node_ops.rename(l,o,s)}catch(e){throw e}finally{FS.hashAddNode(l)}try{FS.trackingDelegate.onMovePath&&FS.trackingDelegate.onMovePath(e,r)}catch(t){console.log("FS.trackingDelegate['onMovePath']('"+e+"', '"+r+"') threw an exception: "+t.message)}}},rmdir:function(e){var r=FS.lookupPath(e,{parent:!0}),t=r.node,n=PATH.basename(e),o=FS.lookupNode(t,n),i=FS.mayDelete(t,n,!0);if(i)throw new FS.ErrnoError(i);if(!t.node_ops.rmdir)throw new FS.ErrnoError(ERRNO_CODES.EPERM);if(FS.isMountpoint(o))throw new FS.ErrnoError(ERRNO_CODES.EBUSY);try{FS.trackingDelegate.willDeletePath&&FS.trackingDelegate.willDeletePath(e)}catch(r){console.log("FS.trackingDelegate['willDeletePath']('"+e+"') threw an exception: "+r.message)}t.node_ops.rmdir(t,n),FS.destroyNode(o);try{FS.trackingDelegate.onDeletePath&&FS.trackingDelegate.onDeletePath(e)}catch(r){console.log("FS.trackingDelegate['onDeletePath']('"+e+"') threw an exception: "+r.message)}},readdir:function(e){var r=FS.lookupPath(e,{follow:!0}),t=r.node;if(!t.node_ops.readdir)throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR);return t.node_ops.readdir(t)},unlink:function(e){var r=FS.lookupPath(e,{parent:!0}),t=r.node,n=PATH.basename(e),o=FS.lookupNode(t,n),i=FS.mayDelete(t,n,!1);if(i)throw new FS.ErrnoError(i);if(!t.node_ops.unlink)throw new FS.ErrnoError(ERRNO_CODES.EPERM);if(FS.isMountpoint(o))throw new FS.ErrnoError(ERRNO_CODES.EBUSY);try{FS.trackingDelegate.willDeletePath&&FS.trackingDelegate.willDeletePath(e)}catch(r){console.log("FS.trackingDelegate['willDeletePath']('"+e+"') threw an exception: "+r.message)}t.node_ops.unlink(t,n),FS.destroyNode(o);try{FS.trackingDelegate.onDeletePath&&FS.trackingDelegate.onDeletePath(e)}catch(r){console.log("FS.trackingDelegate['onDeletePath']('"+e+"') threw an exception: "+r.message)}},readlink:function(e){var r=FS.lookupPath(e),t=r.node;if(!t)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);if(!t.node_ops.readlink)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);return PATH.resolve(FS.getPath(t.parent),t.node_ops.readlink(t))},stat:function(e,r){var t=FS.lookupPath(e,{follow:!r}),n=t.node;if(!n)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);if(!n.node_ops.getattr)throw new FS.ErrnoError(ERRNO_CODES.EPERM);return n.node_ops.getattr(n)},lstat:function(e){return FS.stat(e,!0)},chmod:function(e,r,t){var n;if("string"==typeof e){n=FS.lookupPath(e,{follow:!t}).node}else n=e;if(!n.node_ops.setattr)throw new FS.ErrnoError(ERRNO_CODES.EPERM);n.node_ops.setattr(n,{mode:4095&r|-4096&n.mode,timestamp:Date.now()})},lchmod:function(e,r){FS.chmod(e,r,!0)},fchmod:function(e,r){var t=FS.getStream(e);if(!t)throw new FS.ErrnoError(ERRNO_CODES.EBADF);FS.chmod(t.node,r)},chown:function(e,r,t,n){var o;if("string"==typeof e){o=FS.lookupPath(e,{follow:!n}).node}else o=e;if(!o.node_ops.setattr)throw new FS.ErrnoError(ERRNO_CODES.EPERM);o.node_ops.setattr(o,{timestamp:Date.now()})},lchown:function(e,r,t){FS.chown(e,r,t,!0)},fchown:function(e,r,t){var n=FS.getStream(e);if(!n)throw new FS.ErrnoError(ERRNO_CODES.EBADF);FS.chown(n.node,r,t)},truncate:function(e,r){if(r<0)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);var t;if("string"==typeof e){t=FS.lookupPath(e,{follow:!0}).node}else t=e;if(!t.node_ops.setattr)throw new FS.ErrnoError(ERRNO_CODES.EPERM);if(FS.isDir(t.mode))throw new FS.ErrnoError(ERRNO_CODES.EISDIR);if(!FS.isFile(t.mode))throw new FS.ErrnoError(ERRNO_CODES.EINVAL);var n=FS.nodePermissions(t,"w");if(n)throw new FS.ErrnoError(n);t.node_ops.setattr(t,{size:r,timestamp:Date.now()})},ftruncate:function(e,r){var t=FS.getStream(e);if(!t)throw new FS.ErrnoError(ERRNO_CODES.EBADF);if(0==(2097155&t.flags))throw new FS.ErrnoError(ERRNO_CODES.EINVAL);FS.truncate(t.node,r)},utime:function(e,r,t){var n=FS.lookupPath(e,{follow:!0}),o=n.node;o.node_ops.setattr(o,{timestamp:Math.max(r,t)})},open:function(e,r,t,n,o){if(""===e)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);r="string"==typeof r?FS.modeStringToFlags(r):r,t=void 0===t?438:t,t=64&r?4095&t|32768:0;var i;if("object"==typeof e)i=e;else{e=PATH.normalize(e);try{i=FS.lookupPath(e,{follow:!(131072&r)}).node}catch(e){}}var a=!1;if(64&r)if(i){if(128&r)throw new FS.ErrnoError(ERRNO_CODES.EEXIST)}else i=FS.mknod(e,t,0),a=!0;if(!i)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);if(FS.isChrdev(i.mode)&&(r&=-513),65536&r&&!FS.isDir(i.mode))throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR);if(!a){var u=FS.mayOpen(i,r);if(u)throw new FS.ErrnoError(u)}512&r&&FS.truncate(i,0),r&=-641;var s=FS.createStream({node:i,path:FS.getPath(i),flags:r,seekable:!0,position:0,stream_ops:i.stream_ops,ungotten:[],error:!1},n,o);s.stream_ops.open&&s.stream_ops.open(s),!Module.logReadFiles||1&r||(FS.readFiles||(FS.readFiles={}),e in FS.readFiles||(FS.readFiles[e]=1,Module.printErr("read file: "+e)));try{if(FS.trackingDelegate.onOpenFile){var l=0;1!=(2097155&r)&&(l|=FS.tracking.openFlags.READ),0!=(2097155&r)&&(l|=FS.tracking.openFlags.WRITE),FS.trackingDelegate.onOpenFile(e,l)}}catch(r){console.log("FS.trackingDelegate['onOpenFile']('"+e+"', flags) threw an exception: "+r.message)}return s},close:function(e){e.getdents&&(e.getdents=null);try{e.stream_ops.close&&e.stream_ops.close(e)}catch(e){throw e}finally{FS.closeStream(e.fd)}},llseek:function(e,r,t){if(!e.seekable||!e.stream_ops.llseek)throw new FS.ErrnoError(ERRNO_CODES.ESPIPE);return e.position=e.stream_ops.llseek(e,r,t),e.ungotten=[],e.position},read:function(e,r,t,n,o){if(n<0||o<0)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);if(1==(2097155&e.flags))throw new FS.ErrnoError(ERRNO_CODES.EBADF);if(FS.isDir(e.node.mode))throw new FS.ErrnoError(ERRNO_CODES.EISDIR);if(!e.stream_ops.read)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);var i=void 0!==o;if(i){if(!e.seekable)throw new FS.ErrnoError(ERRNO_CODES.ESPIPE)}else o=e.position;var a=e.stream_ops.read(e,r,t,n,o);return i||(e.position+=a),a},write:function(e,r,t,n,o,i){if(n<0||o<0)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);if(0==(2097155&e.flags))throw new FS.ErrnoError(ERRNO_CODES.EBADF);if(FS.isDir(e.node.mode))throw new FS.ErrnoError(ERRNO_CODES.EISDIR);if(!e.stream_ops.write)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);1024&e.flags&&FS.llseek(e,0,2);var a=void 0!==o;if(a){if(!e.seekable)throw new FS.ErrnoError(ERRNO_CODES.ESPIPE)}else o=e.position;var u=e.stream_ops.write(e,r,t,n,o,i);a||(e.position+=u);try{e.path&&FS.trackingDelegate.onWriteToFile&&FS.trackingDelegate.onWriteToFile(e.path)}catch(e){console.log("FS.trackingDelegate['onWriteToFile']('"+path+"') threw an exception: "+e.message)}return u},allocate:function(e,r,t){if(r<0||t<=0)throw new FS.ErrnoError(ERRNO_CODES.EINVAL);if(0==(2097155&e.flags))throw new FS.ErrnoError(ERRNO_CODES.EBADF);if(!FS.isFile(e.node.mode)&&!FS.isDir(e.node.mode))throw new FS.ErrnoError(ERRNO_CODES.ENODEV);if(!e.stream_ops.allocate)throw new FS.ErrnoError(ERRNO_CODES.EOPNOTSUPP);e.stream_ops.allocate(e,r,t)},mmap:function(e,r,t,n,o,i,a){if(1==(2097155&e.flags))throw new FS.ErrnoError(ERRNO_CODES.EACCES);if(!e.stream_ops.mmap)throw new FS.ErrnoError(ERRNO_CODES.ENODEV);return e.stream_ops.mmap(e,r,t,n,o,i,a)},msync:function(e,r,t,n,o){return e&&e.stream_ops.msync?e.stream_ops.msync(e,r,t,n,o):0},munmap:function(e){return 0},ioctl:function(e,r,t){if(!e.stream_ops.ioctl)throw new FS.ErrnoError(ERRNO_CODES.ENOTTY);return e.stream_ops.ioctl(e,r,t)},readFile:function(e,r){if(r=r||{},r.flags=r.flags||"r",r.encoding=r.encoding||"binary","utf8"!==r.encoding&&"binary"!==r.encoding)throw new Error('Invalid encoding type "'+r.encoding+'"');var t,n=FS.open(e,r.flags),o=FS.stat(e),i=o.size,a=new Uint8Array(i);return FS.read(n,a,0,i,0),"utf8"===r.encoding?t=UTF8ArrayToString(a,0):"binary"===r.encoding&&(t=a),FS.close(n),t},writeFile:function(e,r,t){t=t||{},t.flags=t.flags||"w";var n=FS.open(e,t.flags,t.mode);if("string"==typeof r){var o=new Uint8Array(lengthBytesUTF8(r)+1),i=stringToUTF8Array(r,o,0,o.length);FS.write(n,o,0,i,void 0,t.canOwn)}else{if(!ArrayBuffer.isView(r))throw new Error("Unsupported data type");FS.write(n,r,0,r.byteLength,void 0,t.canOwn)}FS.close(n)},cwd:function(){return FS.currentPath},chdir:function(e){var r=FS.lookupPath(e,{follow:!0});if(null===r.node)throw new FS.ErrnoError(ERRNO_CODES.ENOENT);if(!FS.isDir(r.node.mode))throw new FS.ErrnoError(ERRNO_CODES.ENOTDIR);var t=FS.nodePermissions(r.node,"x");if(t)throw new FS.ErrnoError(t);FS.currentPath=r.path},createDefaultDirectories:function(){FS.mkdir("/tmp"),FS.mkdir("/home"),FS.mkdir("/home/web_user")},createDefaultDevices:function(){FS.mkdir("/dev"),FS.registerDevice(FS.makedev(1,3),{read:function(){return 0},write:function(e,r,t,n,o){return n}}),FS.mkdev("/dev/null",FS.makedev(1,3)),TTY.register(FS.makedev(5,0),TTY.default_tty_ops),TTY.register(FS.makedev(6,0),TTY.default_tty1_ops),FS.mkdev("/dev/tty",FS.makedev(5,0)),FS.mkdev("/dev/tty1",FS.makedev(6,0));var e;if("undefined"!=typeof crypto){var r=new Uint8Array(1);e=function(){return crypto.getRandomValues(r),r[0]}}else e=ENVIRONMENT_IS_NODE?function(){return require("crypto").randomBytes(1)[0]}:function(){return 256*Math.random()|0};FS.createDevice("/dev","random",e),FS.createDevice("/dev","urandom",e),FS.mkdir("/dev/shm"),FS.mkdir("/dev/shm/tmp")},createSpecialDirectories:function(){FS.mkdir("/proc"),FS.mkdir("/proc/self"),FS.mkdir("/proc/self/fd"),FS.mount({mount:function(){var e=FS.createNode("/proc/self","fd",16895,73);return e.node_ops={lookup:function(e,r){var t=+r,n=FS.getStream(t);if(!n)throw new FS.ErrnoError(ERRNO_CODES.EBADF);var o={parent:null,mount:{mountpoint:"fake"},node_ops:{readlink:function(){return n.path}}};return o.parent=o,o}},e}},{},"/proc/self/fd")},createStandardStreams:function(){Module.stdin?FS.createDevice("/dev","stdin",Module.stdin):FS.symlink("/dev/tty","/dev/stdin"),Module.stdout?FS.createDevice("/dev","stdout",null,Module.stdout):FS.symlink("/dev/tty","/dev/stdout"),Module.stderr?FS.createDevice("/dev","stderr",null,Module.stderr):FS.symlink("/dev/tty1","/dev/stderr");var e=FS.open("/dev/stdin","r");assert(0===e.fd,"invalid handle for stdin ("+e.fd+")");var r=FS.open("/dev/stdout","w");assert(1===r.fd,"invalid handle for stdout ("+r.fd+")");var t=FS.open("/dev/stderr","w");assert(2===t.fd,"invalid handle for stderr ("+t.fd+")")},ensureErrnoError:function(){FS.ErrnoError||(FS.ErrnoError=function(e,r){this.node=r,this.setErrno=function(e){this.errno=e;for(var r in ERRNO_CODES)if(ERRNO_CODES[r]===e){this.code=r;break}},this.setErrno(e),this.message=ERRNO_MESSAGES[e],this.stack&&Object.defineProperty(this,"stack",{value:(new Error).stack,writable:!0})},FS.ErrnoError.prototype=new Error,FS.ErrnoError.prototype.constructor=FS.ErrnoError,[ERRNO_CODES.ENOENT].forEach(function(e){FS.genericErrors[e]=new FS.ErrnoError(e),FS.genericErrors[e].stack="<generic error, no stack>"}))},staticInit:function(){FS.ensureErrnoError(),FS.nameTable=new Array(4096),FS.mount(MEMFS,{},"/"),FS.createDefaultDirectories(),FS.createDefaultDevices(),FS.createSpecialDirectories(),FS.filesystems={MEMFS:MEMFS,IDBFS:IDBFS,NODEFS:NODEFS,WORKERFS:WORKERFS}},init:function(e,r,t){assert(!FS.init.initialized,"FS.init was previously called. If you want to initialize later with custom parameters, remove any earlier calls (note that one is automatically added to the generated code)"),FS.init.initialized=!0,FS.ensureErrnoError(),Module.stdin=e||Module.stdin,Module.stdout=r||Module.stdout,Module.stderr=t||Module.stderr,FS.createStandardStreams()},quit:function(){FS.init.initialized=!1;var e=Module._fflush;e&&e(0);for(var r=0;r<FS.streams.length;r++){var t=FS.streams[r];t&&FS.close(t)}},getMode:function(e,r){var t=0;return e&&(t|=365),r&&(t|=146),t},joinPath:function(e,r){var t=PATH.join.apply(null,e);return r&&"/"==t[0]&&(t=t.substr(1)),t},absolutePath:function(e,r){return PATH.resolve(r,e)},standardizePath:function(e){return PATH.normalize(e)},findObject:function(e,r){var t=FS.analyzePath(e,r);return t.exists?t.object:(___setErrNo(t.error),null)},analyzePath:function(e,r){try{var t=FS.lookupPath(e,{follow:!r});e=t.path}catch(e){}var n={isRoot:!1,exists:!1,error:0,name:null,path:null,object:null,parentExists:!1,parentPath:null,parentObject:null};try{var t=FS.lookupPath(e,{parent:!0});n.parentExists=!0,n.parentPath=t.path,n.parentObject=t.node,n.name=PATH.basename(e),t=FS.lookupPath(e,{follow:!r}),n.exists=!0,n.path=t.path,n.object=t.node,n.name=t.node.name,n.isRoot="/"===t.path}catch(e){n.error=e.errno}return n},createFolder:function(e,r,t,n){var o=PATH.join2("string"==typeof e?e:FS.getPath(e),r),i=FS.getMode(t,n);return FS.mkdir(o,i)},createPath:function(e,r,t,n){e="string"==typeof e?e:FS.getPath(e);for(var o=r.split("/").reverse();o.length;){var i=o.pop();if(i){var a=PATH.join2(e,i);try{FS.mkdir(a)}catch(e){}e=a}}return a},createFile:function(e,r,t,n,o){var i=PATH.join2("string"==typeof e?e:FS.getPath(e),r),a=FS.getMode(n,o);return FS.create(i,a)},createDataFile:function(e,r,t,n,o,i){var a=r?PATH.join2("string"==typeof e?e:FS.getPath(e),r):e,u=FS.getMode(n,o),s=FS.create(a,u);if(t){if("string"==typeof t){for(var l=new Array(t.length),c=0,d=t.length;c<d;++c)l[c]=t.charCodeAt(c);t=l}FS.chmod(s,146|u);var _=FS.open(s,"w");FS.write(_,t,0,t.length,0,i),FS.close(_),FS.chmod(s,u)}return s},createDevice:function(e,r,t,n){var o=PATH.join2("string"==typeof e?e:FS.getPath(e),r),i=FS.getMode(!!t,!!n);FS.createDevice.major||(FS.createDevice.major=64);var a=FS.makedev(FS.createDevice.major++,0);return FS.registerDevice(a,{open:function(e){e.seekable=!1},close:function(e){n&&n.buffer&&n.buffer.length&&n(10)},read:function(e,r,n,o,i){for(var a=0,u=0;u<o;u++){var s;try{s=t()}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EIO)}if(void 0===s&&0===a)throw new FS.ErrnoError(ERRNO_CODES.EAGAIN);if(null===s||void 0===s)break;a++,r[n+u]=s}return a&&(e.node.timestamp=Date.now()),a},write:function(e,r,t,o,i){for(var a=0;a<o;a++)try{n(r[t+a])}catch(e){throw new FS.ErrnoError(ERRNO_CODES.EIO)}return o&&(e.node.timestamp=Date.now()),a}}),FS.mkdev(o,i,a)},createLink:function(e,r,t,n,o){var i=PATH.join2("string"==typeof e?e:FS.getPath(e),r);return FS.symlink(t,i)},forceLoadFile:function(e){if(e.isDevice||e.isFolder||e.link||e.contents)return!0;var r=!0;if("undefined"!=typeof XMLHttpRequest)throw new Error("Lazy loading should have been performed (contents set) in createLazyFile, but it was not. Lazy loading only works in web workers. Use --embed-file or --preload-file in emcc on the main thread.");if(!Module.read)throw new Error("Cannot load without read() or XMLHttpRequest.");try{e.contents=intArrayFromString(Module.read(e.url),!0),e.usedBytes=e.contents.length}catch(e){r=!1}return r||___setErrNo(ERRNO_CODES.EIO),r},createLazyFile:function(e,r,t,n,o){function i(){this.lengthKnown=!1,this.chunks=[]}if(i.prototype.get=function(e){if(!(e>this.length-1||e<0)){var r=e%this.chunkSize,t=e/this.chunkSize|0;return this.getter(t)[r]}},i.prototype.setDataGetter=function(e){this.getter=e},i.prototype.cacheLength=function(){var e=new XMLHttpRequest;if(e.open("HEAD",t,!1),e.send(null),!(e.status>=200&&e.status<300||304===e.status))throw new Error("Couldn't load "+t+". Status: "+e.status);var r,n=Number(e.getResponseHeader("Content-length")),o=(r=e.getResponseHeader("Accept-Ranges"))&&"bytes"===r,i=(r=e.getResponseHeader("Content-Encoding"))&&"gzip"===r,a=1048576;o||(a=n);var u=function(e,r){if(e>r)throw new Error("invalid range ("+e+", "+r+") or no bytes requested!");if(r>n-1)throw new Error("only "+n+" bytes available! programmer error!");var o=new XMLHttpRequest;if(o.open("GET",t,!1),n!==a&&o.setRequestHeader("Range","bytes="+e+"-"+r),"undefined"!=typeof Uint8Array&&(o.responseType="arraybuffer"),o.overrideMimeType&&o.overrideMimeType("text/plain; charset=x-user-defined"),o.send(null),!(o.status>=200&&o.status<300||304===o.status))throw new Error("Couldn't load "+t+". Status: "+o.status);return void 0!==o.response?new Uint8Array(o.response||[]):intArrayFromString(o.responseText||"",!0)},s=this;s.setDataGetter(function(e){var r=e*a,t=(e+1)*a-1;if(t=Math.min(t,n-1),void 0===s.chunks[e]&&(s.chunks[e]=u(r,t)),void 0===s.chunks[e])throw new Error("doXHR failed!");return s.chunks[e]}),!i&&n||(a=n=1,n=this.getter(0).length,a=n,console.log("LazyFiles on gzip forces download of the whole file when length is accessed")),this._length=n,this._chunkSize=a,this.lengthKnown=!0},"undefined"!=typeof XMLHttpRequest){if(!ENVIRONMENT_IS_WORKER)throw"Cannot do synchronous binary XHRs outside webworkers in modern browsers. Use --embed-file or --preload-file in emcc";var a=new i;Object.defineProperties(a,{length:{get:function(){return this.lengthKnown||this.cacheLength(),this._length}},chunkSize:{get:function(){return this.lengthKnown||this.cacheLength(),this._chunkSize}}});var u={isDevice:!1,contents:a}}else var u={isDevice:!1,url:t};var s=FS.createFile(e,r,u,n,o);u.contents?s.contents=u.contents:u.url&&(s.contents=null,s.url=u.url),Object.defineProperties(s,{usedBytes:{get:function(){return this.contents.length}}});var l={};return Object.keys(s.stream_ops).forEach(function(e){var r=s.stream_ops[e];l[e]=function(){if(!FS.forceLoadFile(s))throw new FS.ErrnoError(ERRNO_CODES.EIO);return r.apply(null,arguments)}}),l.read=function(e,r,t,n,o){if(!FS.forceLoadFile(s))throw new FS.ErrnoError(ERRNO_CODES.EIO);var i=e.node.contents;if(o>=i.length)return 0;var a=Math.min(i.length-o,n);if(assert(a>=0),i.slice)for(var u=0;u<a;u++)r[t+u]=i[o+u];else for(var u=0;u<a;u++)r[t+u]=i.get(o+u);return a},s.stream_ops=l,s},createPreloadedFile:function(e,r,t,n,o,i,a,u,s,l){function c(t){function c(t){l&&l(),u||FS.createDataFile(e,r,t,n,o,s),i&&i(),removeRunDependency(_)}var f=!1;Module.preloadPlugins.forEach(function(e){f||e.canHandle(d)&&(e.handle(t,d,c,function(){a&&a(),removeRunDependency(_)}),f=!0)}),f||c(t)}Browser.init();var d=r?PATH.resolve(PATH.join2(e,r)):e,_=getUniqueRunDependency("cp "+d);addRunDependency(_),"string"==typeof t?Browser.asyncLoad(t,function(e){c(e)},a):c(t)},indexedDB:function(){return window.indexedDB||window.mozIndexedDB||window.webkitIndexedDB||window.msIndexedDB},DB_NAME:function(){return"EM_FS_"+window.location.pathname},DB_VERSION:20,DB_STORE_NAME:"FILE_DATA",saveFilesToDB:function(e,r,t){r=r||function(){},t=t||function(){};var n=FS.indexedDB();try{var o=n.open(FS.DB_NAME(),FS.DB_VERSION)}catch(e){return t(e)}o.onupgradeneeded=function(){console.log("creating db"),o.result.createObjectStore(FS.DB_STORE_NAME)},o.onsuccess=function(){function n(){0==l?r():t()}var i=o.result,a=i.transaction([FS.DB_STORE_NAME],"readwrite"),u=a.objectStore(FS.DB_STORE_NAME),s=0,l=0,c=e.length;e.forEach(function(e){var r=u.put(FS.analyzePath(e).object.contents,e);r.onsuccess=function(){++s+l==c&&n()},r.onerror=function(){l++,s+l==c&&n()}}),a.onerror=t},o.onerror=t},loadFilesFromDB:function(e,r,t){r=r||function(){},t=t||function(){};var n=FS.indexedDB();try{var o=n.open(FS.DB_NAME(),FS.DB_VERSION)}catch(e){return t(e)}o.onupgradeneeded=t,o.onsuccess=function(){function n(){0==l?r():t()}var i=o.result;try{var a=i.transaction([FS.DB_STORE_NAME],"readonly")}catch(e){return void t(e)}var u=a.objectStore(FS.DB_STORE_NAME),s=0,l=0,c=e.length;e.forEach(function(e){var r=u.get(e);r.onsuccess=function(){FS.analyzePath(e).exists&&FS.unlink(e),FS.createDataFile(PATH.dirname(e),PATH.basename(e),r.result,!0,!0,!0),++s+l==c&&n()},r.onerror=function(){l++,s+l==c&&n()}}),a.onerror=t},o.onerror=t}},SYSCALLS={DEFAULT_POLLMASK:5,mappings:{},umask:511,calculateAt:function(e,r){if("/"!==r[0]){var t;if(-100===e)t=FS.cwd();else{var n=FS.getStream(e);if(!n)throw new FS.ErrnoError(ERRNO_CODES.EBADF);t=n.path}r=PATH.join2(t,r)}return r},doStat:function(e,r,t){try{var n=e(r)}catch(e){if(e&&e.node&&PATH.normalize(r)!==PATH.normalize(FS.getPath(e.node)))return-ERRNO_CODES.ENOTDIR;throw e}return HEAP32[t>>2]=n.dev,HEAP32[t+4>>2]=0,HEAP32[t+8>>2]=n.ino,HEAP32[t+12>>2]=n.mode,HEAP32[t+16>>2]=n.nlink,HEAP32[t+20>>2]=n.uid,HEAP32[t+24>>2]=n.gid,HEAP32[t+28>>2]=n.rdev,HEAP32[t+32>>2]=0,HEAP32[t+36>>2]=n.size,HEAP32[t+40>>2]=4096,HEAP32[t+44>>2]=n.blocks,HEAP32[t+48>>2]=n.atime.getTime()/1e3|0,HEAP32[t+52>>2]=0,HEAP32[t+56>>2]=n.mtime.getTime()/1e3|0,HEAP32[t+60>>2]=0,HEAP32[t+64>>2]=n.ctime.getTime()/1e3|0,HEAP32[t+68>>2]=0,HEAP32[t+72>>2]=n.ino,0},doMsync:function(e,r,t,n){var o=new Uint8Array(HEAPU8.subarray(e,e+t));FS.msync(r,o,0,t,n)},doMkdir:function(e,r){return e=PATH.normalize(e),"/"===e[e.length-1]&&(e=e.substr(0,e.length-1)),FS.mkdir(e,r,0),0},doMknod:function(e,r,t){switch(61440&r){case 32768:case 8192:case 24576:case 4096:case 49152:break;default:return-ERRNO_CODES.EINVAL}return FS.mknod(e,r,t),0},doReadlink:function(e,r,t){if(t<=0)return-ERRNO_CODES.EINVAL;var n=FS.readlink(e),o=Math.min(t,lengthBytesUTF8(n)),i=HEAP8[r+o];return stringToUTF8(n,r,t+1),HEAP8[r+o]=i,o},doAccess:function(e,r){if(-8&r)return-ERRNO_CODES.EINVAL;var t;t=FS.lookupPath(e,{follow:!0}).node;var n="";return 4&r&&(n+="r"),2&r&&(n+="w"),1&r&&(n+="x"),n&&FS.nodePermissions(t,n)?-ERRNO_CODES.EACCES:0},doDup:function(e,r,t){var n=FS.getStream(t);return n&&FS.close(n),FS.open(e,r,0,t,t).fd},doReadv:function(e,r,t,n){for(var o=0,i=0;i<t;i++){var a=HEAP32[r+8*i>>2],u=HEAP32[r+(8*i+4)>>2],s=FS.read(e,HEAP8,a,u,n);if(s<0)return-1;if(o+=s,s<u)break}return o},doWritev:function(e,r,t,n){for(var o=0,i=0;i<t;i++){var a=HEAP32[r+8*i>>2],u=HEAP32[r+(8*i+4)>>2],s=FS.write(e,HEAP8,a,u,n);if(s<0)return-1;o+=s}return o},varargs:0,get:function(e){return SYSCALLS.varargs+=4,HEAP32[SYSCALLS.varargs-4>>2]},getStr:function(){return Pointer_stringify(SYSCALLS.get())},getStreamFromFD:function(){var e=FS.getStream(SYSCALLS.get());if(!e)throw new FS.ErrnoError(ERRNO_CODES.EBADF);return e},getSocketFromFD:function(){var e=SOCKFS.getSocket(SYSCALLS.get());if(!e)throw new FS.ErrnoError(ERRNO_CODES.EBADF);return e},getSocketAddress:function(e){var r=SYSCALLS.get(),t=SYSCALLS.get();if(e&&0===r)return null;var n=__read_sockaddr(r,t);if(n.errno)throw new FS.ErrnoError(n.errno);return n.addr=DNS.lookup_addr(n.addr)||n.addr,n},get64:function(){var e=SYSCALLS.get(),r=SYSCALLS.get();return assert(e>=0?0===r:-1===r),e},getZero:function(){assert(0===SYSCALLS.get())}},Browser={mainLoop:{scheduler:null,method:"",currentlyRunningMainloop:0,func:null,arg:0,timingMode:0,timingValue:0,currentFrameNumber:0,queue:[],pause:function(){Browser.mainLoop.scheduler=null,Browser.mainLoop.currentlyRunningMainloop++},resume:function(){Browser.mainLoop.currentlyRunningMainloop++;var e=Browser.mainLoop.timingMode,r=Browser.mainLoop.timingValue,t=Browser.mainLoop.func;Browser.mainLoop.func=null,_emscripten_set_main_loop(t,0,!1,Browser.mainLoop.arg,!0),_emscripten_set_main_loop_timing(e,r),Browser.mainLoop.scheduler()},updateStatus:function(){if(Module.setStatus){var e=Module.statusMessage||"Please wait...",r=Browser.mainLoop.remainingBlockers,t=Browser.mainLoop.expectedBlockers;r?r<t?Module.setStatus(e+" ("+(t-r)+"/"+t+")"):Module.setStatus(e):Module.setStatus("")}},runIter:function(e){if(!ABORT){if(Module.preMainLoop){if(!1===Module.preMainLoop())return}try{e()}catch(e){if(e instanceof ExitStatus)return;throw e&&"object"==typeof e&&e.stack&&Module.printErr("exception thrown: "+[e,e.stack]),e}Module.postMainLoop&&Module.postMainLoop()}}},isFullscreen:!1,pointerLock:!1,moduleContextCreatedCallbacks:[],workers:[],init:function(){function e(){Browser.pointerLock=document.pointerLockElement===Module.canvas||document.mozPointerLockElement===Module.canvas||document.webkitPointerLockElement===Module.canvas||document.msPointerLockElement===Module.canvas}if(Module.preloadPlugins||(Module.preloadPlugins=[]),!Browser.initted){Browser.initted=!0;try{new Blob,Browser.hasBlobConstructor=!0}catch(e){Browser.hasBlobConstructor=!1,console.log("warning: no blob constructor, cannot create blobs with mimetypes")}Browser.BlobBuilder="undefined"!=typeof MozBlobBuilder?MozBlobBuilder:"undefined"!=typeof WebKitBlobBuilder?WebKitBlobBuilder:Browser.hasBlobConstructor?null:console.log("warning: no BlobBuilder"),Browser.URLObject="undefined"!=typeof window?window.URL?window.URL:window.webkitURL:void 0,Module.noImageDecoding||void 0!==Browser.URLObject||(console.log("warning: Browser does not support creating object URLs. Built-in browser image decoding will not be available."),Module.noImageDecoding=!0);var r={};r.canHandle=function(e){return!Module.noImageDecoding&&/\.(jpg|jpeg|png|bmp)$/i.test(e)},r.handle=function(e,r,t,n){var o=null;if(Browser.hasBlobConstructor)try{o=new Blob([e],{type:Browser.getMimetype(r)}),o.size!==e.length&&(o=new Blob([new Uint8Array(e).buffer],{type:Browser.getMimetype(r)}))}catch(e){warnOnce("Blob constructor present but fails: "+e+"; falling back to blob builder")}if(!o){var i=new Browser.BlobBuilder;i.append(new Uint8Array(e).buffer),o=i.getBlob()}var a=Browser.URLObject.createObjectURL(o),u=new Image;u.onload=function(){assert(u.complete,"Image "+r+" could not be decoded");var n=document.createElement("canvas");n.width=u.width,n.height=u.height,n.getContext("2d").drawImage(u,0,0),Module.preloadedImages[r]=n,Browser.URLObject.revokeObjectURL(a),t&&t(e)},u.onerror=function(e){console.log("Image "+a+" could not be decoded"),n&&n()},u.src=a},Module.preloadPlugins.push(r);var t={};t.canHandle=function(e){return!Module.noAudioDecoding&&e.substr(-4)in{".ogg":1,".wav":1,".mp3":1}},t.handle=function(e,r,t,n){function o(n){a||(a=!0,Module.preloadedAudios[r]=n,t&&t(e))}function i(){a||(a=!0,Module.preloadedAudios[r]=new Audio,n&&n())}var a=!1;if(!Browser.hasBlobConstructor)return i();try{var u=new Blob([e],{type:Browser.getMimetype(r)})}catch(e){return i()}var s=Browser.URLObject.createObjectURL(u),l=new Audio;l.addEventListener("canplaythrough",function(){o(l)},!1),l.onerror=function(t){a||(console.log("warning: browser could not fully decode audio "+r+", trying slower base64 approach"),l.src="data:audio/x-"+r.substr(-3)+";base64,"+function(e){for(var r="ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/",t="",n=0,o=0,i=0;i<e.length;i++)for(n=n<<8|e[i],o+=8;o>=6;){var a=n>>o-6&63;o-=6,t+=r[a]}return 2==o?(t+=r[(3&n)<<4],t+="=="):4==o&&(t+=r[(15&n)<<2],t+="="),t}(e),o(l))},l.src=s,Browser.safeSetTimeout(function(){o(l)},1e4)},Module.preloadPlugins.push(t);var n=Module.canvas;n&&(n.requestPointerLock=n.requestPointerLock||n.mozRequestPointerLock||n.webkitRequestPointerLock||n.msRequestPointerLock||function(){},n.exitPointerLock=document.exitPointerLock||document.mozExitPointerLock||document.webkitExitPointerLock||document.msExitPointerLock||function(){},n.exitPointerLock=n.exitPointerLock.bind(document),document.addEventListener("pointerlockchange",e,!1),document.addEventListener("mozpointerlockchange",e,!1),document.addEventListener("webkitpointerlockchange",e,!1),document.addEventListener("mspointerlockchange",e,!1),Module.elementPointerLock&&n.addEventListener("click",function(e){!Browser.pointerLock&&Module.canvas.requestPointerLock&&(Module.canvas.requestPointerLock(),e.preventDefault())},!1))}},createContext:function(e,r,t,n){if(r&&Module.ctx&&e==Module.canvas)return Module.ctx;var o,i;if(r){var a={antialias:!1,alpha:!1};if(n)for(var u in n)a[u]=n[u];i=GL.createContext(e,a),i&&(o=GL.getContext(i).GLctx)}else o=e.getContext("2d");return o?(t&&(r||assert("undefined"==typeof GLctx,"cannot set in module if GLctx is used, but we are a non-GL context that would replace it"),Module.ctx=o,r&&GL.makeContextCurrent(i),Module.useWebGL=r,Browser.moduleContextCreatedCallbacks.forEach(function(e){e()}),Browser.init()),o):null},destroyContext:function(e,r,t){},fullscreenHandlersInstalled:!1,lockPointer:void 0,resizeCanvas:void 0,requestFullscreen:function(e,r,t){function n(){Browser.isFullscreen=!1;var e=o.parentNode;(document.fullscreenElement||document.mozFullScreenElement||document.msFullscreenElement||document.webkitFullscreenElement||document.webkitCurrentFullScreenElement)===e?(o.exitFullscreen=document.exitFullscreen||document.cancelFullScreen||document.mozCancelFullScreen||document.msExitFullscreen||document.webkitCancelFullScreen||function(){},o.exitFullscreen=o.exitFullscreen.bind(document),Browser.lockPointer&&o.requestPointerLock(),Browser.isFullscreen=!0,Browser.resizeCanvas&&Browser.setFullscreenCanvasSize()):(e.parentNode.insertBefore(o,e),e.parentNode.removeChild(e),Browser.resizeCanvas&&Browser.setWindowedCanvasSize()),Module.onFullScreen&&Module.onFullScreen(Browser.isFullscreen),Module.onFullscreen&&Module.onFullscreen(Browser.isFullscreen),Browser.updateCanvasDimensions(o)}Browser.lockPointer=e,Browser.resizeCanvas=r,Browser.vrDevice=t,void 0===Browser.lockPointer&&(Browser.lockPointer=!0),void 0===Browser.resizeCanvas&&(Browser.resizeCanvas=!1),void 0===Browser.vrDevice&&(Browser.vrDevice=null);var o=Module.canvas
;Browser.fullscreenHandlersInstalled||(Browser.fullscreenHandlersInstalled=!0,document.addEventListener("fullscreenchange",n,!1),document.addEventListener("mozfullscreenchange",n,!1),document.addEventListener("webkitfullscreenchange",n,!1),document.addEventListener("MSFullscreenChange",n,!1));var i=document.createElement("div");o.parentNode.insertBefore(i,o),i.appendChild(o),i.requestFullscreen=i.requestFullscreen||i.mozRequestFullScreen||i.msRequestFullscreen||(i.webkitRequestFullscreen?function(){i.webkitRequestFullscreen(Element.ALLOW_KEYBOARD_INPUT)}:null)||(i.webkitRequestFullScreen?function(){i.webkitRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT)}:null),t?i.requestFullscreen({vrDisplay:t}):i.requestFullscreen()},requestFullScreen:function(e,r,t){return Module.printErr("Browser.requestFullScreen() is deprecated. Please call Browser.requestFullscreen instead."),Browser.requestFullScreen=function(e,r,t){return Browser.requestFullscreen(e,r,t)},Browser.requestFullscreen(e,r,t)},nextRAF:0,fakeRequestAnimationFrame:function(e){var r=Date.now();if(0===Browser.nextRAF)Browser.nextRAF=r+1e3/60;else for(;r+2>=Browser.nextRAF;)Browser.nextRAF+=1e3/60;var t=Math.max(Browser.nextRAF-r,0);setTimeout(e,t)},requestAnimationFrame:function(e){"undefined"==typeof window?Browser.fakeRequestAnimationFrame(e):(window.requestAnimationFrame||(window.requestAnimationFrame=window.requestAnimationFrame||window.mozRequestAnimationFrame||window.webkitRequestAnimationFrame||window.msRequestAnimationFrame||window.oRequestAnimationFrame||Browser.fakeRequestAnimationFrame),window.requestAnimationFrame(e))},safeCallback:function(e){return function(){if(!ABORT)return e.apply(null,arguments)}},allowAsyncCallbacks:!0,queuedAsyncCallbacks:[],pauseAsyncCallbacks:function(){Browser.allowAsyncCallbacks=!1},resumeAsyncCallbacks:function(){if(Browser.allowAsyncCallbacks=!0,Browser.queuedAsyncCallbacks.length>0){var e=Browser.queuedAsyncCallbacks;Browser.queuedAsyncCallbacks=[],e.forEach(function(e){e()})}},safeRequestAnimationFrame:function(e){return Browser.requestAnimationFrame(function(){ABORT||(Browser.allowAsyncCallbacks?e():Browser.queuedAsyncCallbacks.push(e))})},safeSetTimeout:function(e,r){return Module.noExitRuntime=!0,setTimeout(function(){ABORT||(Browser.allowAsyncCallbacks?e():Browser.queuedAsyncCallbacks.push(e))},r)},safeSetInterval:function(e,r){return Module.noExitRuntime=!0,setInterval(function(){ABORT||Browser.allowAsyncCallbacks&&e()},r)},getMimetype:function(e){return{jpg:"image/jpeg",jpeg:"image/jpeg",png:"image/png",bmp:"image/bmp",ogg:"audio/ogg",wav:"audio/wav",mp3:"audio/mpeg"}[e.substr(e.lastIndexOf(".")+1)]},getUserMedia:function(e){window.getUserMedia||(window.getUserMedia=navigator.getUserMedia||navigator.mozGetUserMedia),window.getUserMedia(e)},getMovementX:function(e){return e.movementX||e.mozMovementX||e.webkitMovementX||0},getMovementY:function(e){return e.movementY||e.mozMovementY||e.webkitMovementY||0},getMouseWheelDelta:function(e){var r=0;switch(e.type){case"DOMMouseScroll":r=e.detail;break;case"mousewheel":r=e.wheelDelta;break;case"wheel":r=e.deltaY;break;default:throw"unrecognized mouse wheel event: "+e.type}return r},mouseX:0,mouseY:0,mouseMovementX:0,mouseMovementY:0,touches:{},lastTouches:{},calculateMouseEvent:function(e){if(Browser.pointerLock)"mousemove"!=e.type&&"mozMovementX"in e?Browser.mouseMovementX=Browser.mouseMovementY=0:(Browser.mouseMovementX=Browser.getMovementX(e),Browser.mouseMovementY=Browser.getMovementY(e)),"undefined"!=typeof SDL?(Browser.mouseX=SDL.mouseX+Browser.mouseMovementX,Browser.mouseY=SDL.mouseY+Browser.mouseMovementY):(Browser.mouseX+=Browser.mouseMovementX,Browser.mouseY+=Browser.mouseMovementY);else{var r=Module.canvas.getBoundingClientRect(),t=Module.canvas.width,n=Module.canvas.height,o=void 0!==window.scrollX?window.scrollX:window.pageXOffset,i=void 0!==window.scrollY?window.scrollY:window.pageYOffset;if("touchstart"===e.type||"touchend"===e.type||"touchmove"===e.type){var a=e.touch;if(void 0===a)return;var u=a.pageX-(o+r.left),s=a.pageY-(i+r.top);u*=t/r.width,s*=n/r.height;var l={x:u,y:s};if("touchstart"===e.type)Browser.lastTouches[a.identifier]=l,Browser.touches[a.identifier]=l;else if("touchend"===e.type||"touchmove"===e.type){var c=Browser.touches[a.identifier];c||(c=l),Browser.lastTouches[a.identifier]=c,Browser.touches[a.identifier]=l}return}var d=e.pageX-(o+r.left),_=e.pageY-(i+r.top);d*=t/r.width,_*=n/r.height,Browser.mouseMovementX=d-Browser.mouseX,Browser.mouseMovementY=_-Browser.mouseY,Browser.mouseX=d,Browser.mouseY=_}},asyncLoad:function(e,r,t,n){var o=n?"":getUniqueRunDependency("al "+e);Module.readAsync(e,function(t){assert(t,'Loading data file "'+e+'" failed (no arrayBuffer).'),r(new Uint8Array(t)),o&&removeRunDependency(o)},function(r){if(!t)throw'Loading data file "'+e+'" failed.';t()}),o&&addRunDependency(o)},resizeListeners:[],updateResizeListeners:function(){var e=Module.canvas;Browser.resizeListeners.forEach(function(r){r(e.width,e.height)})},setCanvasSize:function(e,r,t){var n=Module.canvas;Browser.updateCanvasDimensions(n,e,r),t||Browser.updateResizeListeners()},windowedWidth:0,windowedHeight:0,setFullscreenCanvasSize:function(){if("undefined"!=typeof SDL){var e=HEAPU32[SDL.screen>>2];e|=8388608,HEAP32[SDL.screen>>2]=e}Browser.updateResizeListeners()},setWindowedCanvasSize:function(){if("undefined"!=typeof SDL){var e=HEAPU32[SDL.screen>>2];e&=-8388609,HEAP32[SDL.screen>>2]=e}Browser.updateResizeListeners()},updateCanvasDimensions:function(e,r,t){r&&t?(e.widthNative=r,e.heightNative=t):(r=e.widthNative,t=e.heightNative);var n=r,o=t;if(Module.forcedAspectRatio&&Module.forcedAspectRatio>0&&(n/o<Module.forcedAspectRatio?n=Math.round(o*Module.forcedAspectRatio):o=Math.round(n/Module.forcedAspectRatio)),(document.fullscreenElement||document.mozFullScreenElement||document.msFullscreenElement||document.webkitFullscreenElement||document.webkitCurrentFullScreenElement)===e.parentNode&&"undefined"!=typeof screen){var i=Math.min(screen.width/n,screen.height/o);n=Math.round(n*i),o=Math.round(o*i)}Browser.resizeCanvas?(e.width!=n&&(e.width=n),e.height!=o&&(e.height=o),void 0!==e.style&&(e.style.removeProperty("width"),e.style.removeProperty("height"))):(e.width!=r&&(e.width=r),e.height!=t&&(e.height=t),void 0!==e.style&&(n!=r||o!=t?(e.style.setProperty("width",n+"px","important"),e.style.setProperty("height",o+"px","important")):(e.style.removeProperty("width"),e.style.removeProperty("height"))))},wgetRequests:{},nextWgetRequestHandle:0,getNextWgetRequestHandle:function(){var e=Browser.nextWgetRequestHandle;return Browser.nextWgetRequestHandle++,e}},_environ=STATICTOP;STATICTOP+=16;var ENV={},cttz_i8=allocate([8,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,6,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,7,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,6,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,5,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0,4,0,1,0,2,0,1,0,3,0,1,0,2,0,1,0],"i8",ALLOC_STATIC),__MONTH_DAYS_LEAP=[31,29,31,30,31,30,31,31,30,31,30,31],__MONTH_DAYS_REGULAR=[31,28,31,30,31,30,31,31,30,31,30,31];if(FS.staticInit(),__ATINIT__.unshift(function(){Module.noFSInit||FS.init.initialized||FS.init()}),__ATMAIN__.push(function(){FS.ignorePermissions=!1}),__ATEXIT__.push(function(){FS.quit()}),__ATINIT__.unshift(function(){TTY.init()}),__ATEXIT__.push(function(){TTY.shutdown()}),ENVIRONMENT_IS_NODE){var fs=require("fs"),NODEJS_PATH=require("path");NODEFS.staticInit()}_emscripten_get_now=ENVIRONMENT_IS_NODE?function(){var e=process.hrtime();return 1e3*e[0]+e[1]/1e6}:"undefined"!=typeof dateNow?dateNow:"object"==typeof self&&self.performance&&"function"==typeof self.performance.now?function(){return self.performance.now()}:"object"==typeof performance&&"function"==typeof performance.now?function(){return performance.now()}:Date.now,Module.requestFullScreen=function(e,r,t){Module.printErr("Module.requestFullScreen is deprecated. Please call Module.requestFullscreen instead."),Module.requestFullScreen=Module.requestFullscreen,Browser.requestFullScreen(e,r,t)},Module.requestFullscreen=function(e,r,t){Browser.requestFullscreen(e,r,t)},Module.requestAnimationFrame=function(e){Browser.requestAnimationFrame(e)},Module.setCanvasSize=function(e,r,t){Browser.setCanvasSize(e,r,t)},Module.pauseMainLoop=function(){Browser.mainLoop.pause()},Module.resumeMainLoop=function(){Browser.mainLoop.resume()},Module.getUserMedia=function(){Browser.getUserMedia()},Module.createContext=function(e,r,t,n){return Browser.createContext(e,r,t,n)},___buildEnvironment(ENV),DYNAMICTOP_PTR=staticAlloc(4),STACK_BASE=STACKTOP=alignMemory(STATICTOP),STACK_MAX=STACK_BASE+TOTAL_STACK,DYNAMIC_BASE=alignMemory(STACK_MAX),HEAP32[DYNAMICTOP_PTR>>2]=DYNAMIC_BASE,staticSealed=!0,Module.wasmTableSize=730,Module.wasmMaxTableSize=730,Module.asmGlobalArg={},Module.asmLibraryArg={abort:abort,enlargeMemory:enlargeMemory,getTotalMemory:getTotalMemory,abortOnCannotGrowMemory:abortOnCannotGrowMemory,__ZSt18uncaught_exceptionv:__ZSt18uncaught_exceptionv,___atomic_fetch_add_8:___atomic_fetch_add_8,___atomic_load_8:___atomic_load_8,___atomic_store_8:___atomic_store_8,___lock:___lock,___map_file:___map_file,___setErrNo:___setErrNo,___syscall140:___syscall140,___syscall145:___syscall145,___syscall146:___syscall146,___syscall221:___syscall221,___syscall5:___syscall5,___syscall54:___syscall54,___syscall6:___syscall6,___syscall91:___syscall91,___unlock:___unlock,_abort:_abort,_clock_gettime:_clock_gettime,_emscripten_async_call:_emscripten_async_call,_emscripten_memcpy_big:_emscripten_memcpy_big,_exit:_exit,_getenv:_getenv,_pthread_attr_init:_pthread_attr_init,_pthread_attr_setstacksize:_pthread_attr_setstacksize,_pthread_cond_destroy:_pthread_cond_destroy,_pthread_cond_signal:_pthread_cond_signal,_pthread_cond_wait:_pthread_cond_wait,_pthread_create:_pthread_create,_pthread_join:_pthread_join,_pthread_mutex_destroy:_pthread_mutex_destroy,_strftime_l:_strftime_l,DYNAMICTOP_PTR:DYNAMICTOP_PTR,STACKTOP:STACKTOP};var asm=Module.asm(Module.asmGlobalArg,Module.asmLibraryArg,buffer);Module.asm=asm;var __GLOBAL__I_000101=Module.__GLOBAL__I_000101=function(){return Module.asm.__GLOBAL__I_000101.apply(null,arguments)},__GLOBAL__sub_I_bitbase_cpp=Module.__GLOBAL__sub_I_bitbase_cpp=function(){return Module.asm.__GLOBAL__sub_I_bitbase_cpp.apply(null,arguments)},__GLOBAL__sub_I_bitboard_cpp=Module.__GLOBAL__sub_I_bitboard_cpp=function(){return Module.asm.__GLOBAL__sub_I_bitboard_cpp.apply(null,arguments)},__GLOBAL__sub_I_endgame_cpp=Module.__GLOBAL__sub_I_endgame_cpp=function(){return Module.asm.__GLOBAL__sub_I_endgame_cpp.apply(null,arguments)},__GLOBAL__sub_I_evaluate_cpp=Module.__GLOBAL__sub_I_evaluate_cpp=function(){return Module.asm.__GLOBAL__sub_I_evaluate_cpp.apply(null,arguments)},__GLOBAL__sub_I_iostream_cpp=Module.__GLOBAL__sub_I_iostream_cpp=function(){return Module.asm.__GLOBAL__sub_I_iostream_cpp.apply(null,arguments)},__GLOBAL__sub_I_main_cpp=Module.__GLOBAL__sub_I_main_cpp=function(){return Module.asm.__GLOBAL__sub_I_main_cpp.apply(null,arguments)},__GLOBAL__sub_I_material_cpp=Module.__GLOBAL__sub_I_material_cpp=function(){return Module.asm.__GLOBAL__sub_I_material_cpp.apply(null,arguments)},__GLOBAL__sub_I_misc_cpp=Module.__GLOBAL__sub_I_misc_cpp=function(){return Module.asm.__GLOBAL__sub_I_misc_cpp.apply(null,arguments)},__GLOBAL__sub_I_movegen_cpp=Module.__GLOBAL__sub_I_movegen_cpp=function(){return Module.asm.__GLOBAL__sub_I_movegen_cpp.apply(null,arguments)},__GLOBAL__sub_I_movepick_cpp=Module.__GLOBAL__sub_I_movepick_cpp=function(){return Module.asm.__GLOBAL__sub_I_movepick_cpp.apply(null,arguments)},__GLOBAL__sub_I_pawns_cpp=Module.__GLOBAL__sub_I_pawns_cpp=function(){return Module.asm.__GLOBAL__sub_I_pawns_cpp.apply(null,arguments)},__GLOBAL__sub_I_position_cpp=Module.__GLOBAL__sub_I_position_cpp=function(){return Module.asm.__GLOBAL__sub_I_position_cpp.apply(null,arguments)},__GLOBAL__sub_I_psqt_cpp=Module.__GLOBAL__sub_I_psqt_cpp=function(){return Module.asm.__GLOBAL__sub_I_psqt_cpp.apply(null,arguments)},__GLOBAL__sub_I_search_cpp=Module.__GLOBAL__sub_I_search_cpp=function(){return Module.asm.__GLOBAL__sub_I_search_cpp.apply(null,arguments)},__GLOBAL__sub_I_thread_cpp=Module.__GLOBAL__sub_I_thread_cpp=function(){return Module.asm.__GLOBAL__sub_I_thread_cpp.apply(null,arguments)},__GLOBAL__sub_I_timeman_cpp=Module.__GLOBAL__sub_I_timeman_cpp=function(){return Module.asm.__GLOBAL__sub_I_timeman_cpp.apply(null,arguments)},__GLOBAL__sub_I_tt_cpp=Module.__GLOBAL__sub_I_tt_cpp=function(){return Module.asm.__GLOBAL__sub_I_tt_cpp.apply(null,arguments)},__GLOBAL__sub_I_uci_cpp=Module.__GLOBAL__sub_I_uci_cpp=function(){return Module.asm.__GLOBAL__sub_I_uci_cpp.apply(null,arguments)},__GLOBAL__sub_I_ucioption_cpp=Module.__GLOBAL__sub_I_ucioption_cpp=function(){return Module.asm.__GLOBAL__sub_I_ucioption_cpp.apply(null,arguments)},___errno_location=Module.___errno_location=function(){return Module.asm.___errno_location.apply(null,arguments)},_free=Module._free=function(){return Module.asm._free.apply(null,arguments)},_i64Add=Module._i64Add=function(){return Module.asm._i64Add.apply(null,arguments)},_main=Module._main=function(){return Module.asm._main.apply(null,arguments)},_malloc=Module._malloc=function(){return Module.asm._malloc.apply(null,arguments)},_uci_command=Module._uci_command=function(){return Module.asm._uci_command.apply(null,arguments)},getTempRet0=Module.getTempRet0=function(){return Module.asm.getTempRet0.apply(null,arguments)},setTempRet0=Module.setTempRet0=function(){return Module.asm.setTempRet0.apply(null,arguments)},stackAlloc=Module.stackAlloc=function(){return Module.asm.stackAlloc.apply(null,arguments)},stackRestore=Module.stackRestore=function(){return Module.asm.stackRestore.apply(null,arguments)},stackSave=Module.stackSave=function(){return Module.asm.stackSave.apply(null,arguments)},dynCall_ii=Module.dynCall_ii=function(){return Module.asm.dynCall_ii.apply(null,arguments)},dynCall_iii=Module.dynCall_iii=function(){return Module.asm.dynCall_iii.apply(null,arguments)},dynCall_iiii=Module.dynCall_iiii=function(){return Module.asm.dynCall_iiii.apply(null,arguments)},dynCall_iiiii=Module.dynCall_iiiii=function(){return Module.asm.dynCall_iiiii.apply(null,arguments)},dynCall_iiiiid=Module.dynCall_iiiiid=function(){return Module.asm.dynCall_iiiiid.apply(null,arguments)},dynCall_iiiiii=Module.dynCall_iiiiii=function(){return Module.asm.dynCall_iiiiii.apply(null,arguments)},dynCall_iiiiiid=Module.dynCall_iiiiiid=function(){return Module.asm.dynCall_iiiiiid.apply(null,arguments)},dynCall_iiiiiii=Module.dynCall_iiiiiii=function(){return Module.asm.dynCall_iiiiiii.apply(null,arguments)},dynCall_iiiiiiii=Module.dynCall_iiiiiiii=function(){return Module.asm.dynCall_iiiiiiii.apply(null,arguments)},dynCall_iiiiiiiii=Module.dynCall_iiiiiiiii=function(){return Module.asm.dynCall_iiiiiiiii.apply(null,arguments)},dynCall_iiiiij=Module.dynCall_iiiiij=function(){return Module.asm.dynCall_iiiiij.apply(null,arguments)},dynCall_v=Module.dynCall_v=function(){return Module.asm.dynCall_v.apply(null,arguments)},dynCall_vi=Module.dynCall_vi=function(){return Module.asm.dynCall_vi.apply(null,arguments)},dynCall_vii=Module.dynCall_vii=function(){return Module.asm.dynCall_vii.apply(null,arguments)},dynCall_viii=Module.dynCall_viii=function(){return Module.asm.dynCall_viii.apply(null,arguments)},dynCall_viiii=Module.dynCall_viiii=function(){return Module.asm.dynCall_viiii.apply(null,arguments)},dynCall_viiiii=Module.dynCall_viiiii=function(){return Module.asm.dynCall_viiiii.apply(null,arguments)},dynCall_viiiiii=Module.dynCall_viiiiii=function(){return Module.asm.dynCall_viiiiii.apply(null,arguments)},dynCall_viijii=Module.dynCall_viijii=function(){return Module.asm.dynCall_viijii.apply(null,arguments)};Module.asm=asm,Module.ccall=ccall,ExitStatus.prototype=new Error,ExitStatus.prototype.constructor=ExitStatus;var initialStackTop,preloadStartTime=null,calledMain=!1;if(dependenciesFulfilled=function e(){Module.calledRun||run(),Module.calledRun||(dependenciesFulfilled=e)},Module.callMain=function(e){e=e||[],ensureInitRuntime();var r=e.length+1,t=stackAlloc(4*(r+1));HEAP32[t>>2]=allocateUTF8OnStack(Module.thisProgram);for(var n=1;n<r;n++)HEAP32[(t>>2)+n]=allocateUTF8OnStack(e[n-1]);HEAP32[(t>>2)+r]=0;try{exit(Module._main(r,t,0),!0)}catch(e){if(e instanceof ExitStatus)return;if("SimulateInfiniteLoop"==e)return void(Module.noExitRuntime=!0);var o=e;e&&"object"==typeof e&&e.stack&&(o=[e,e.stack]),Module.printErr("exception thrown: "+o),Module.quit(1,e)}finally{calledMain=!0}},Module.run=run,Module.exit=exit,Module.abort=abort,Module.preInit)for("function"==typeof Module.preInit&&(Module.preInit=[Module.preInit]);Module.preInit.length>0;)Module.preInit.pop()();var shouldRunNow=!0;Module.noInitialRun&&(shouldRunNow=!1),Module.noExitRuntime=!0,run();
';
-
-function loadEngine() {
-  var engine = {
-    ready: false,
-    kill: false,
-    waiting: true,
-    depth: 15,
-    lastnodes: 0
-  };
-  var wasmSupported = typeof WebAssembly === 'object' && WebAssembly.validate(Uint8Array.of(0x0, 0x61, 0x73, 0x6d, 0x01, 0x00, 0x00, 0x00));
-  if (typeof (Worker) === "undefined") return engine;
-  var workerData = new Blob([atob(wasmSupported ? sfWasm : sf)], {
-    type: "text/javascript"
-  });
-  try {
-    var worker = new Worker(window.URL.createObjectURL(workerData));
-  } catch (err) {
-    return engine;
-  }
-  worker.onmessage = function(e) {
-    if (engine.messagefunc) engine.messagefunc(e.data);
-  }
-  engine.send = function send(cmd, message) {
-    cmd = String(cmd).trim();
-    engine.messagefunc = message;
-    worker.postMessage(cmd);
-  };
-  engine.eval = function eval(fen, done, info) {
-    engine.send("position fen " + fen);
-    engine.send("go depth " + engine.depth, function message(str) {
-      var matches = str.match(/depth (\d+) .*score (cp|mate) ([-\d]+) .*nodes (\d+) .*pv (.+)/);
-      if (!matches) matches = str.match(/depth (\d+) .*score (cp|mate) ([-\d]+).*/);
-      if (matches) {
-        if (engine.lastnodes == 0) engine.fen = fen;
-        if (matches.length > 4) {
-          var nodes = Number(matches[4]);
-          if (nodes < engine.lastnodes) engine.fen = fen;
-          engine.lastnodes = nodes;
-        }
-        var depth = Number(matches[1]);
-        var type = matches[2];
-        var score = Number(matches[3]);
-        if (type == "mate") score = (1000000 - Math.abs(score)) * (score <= 0 ? -1 : 1);
-        engine.score = score;
-        if (matches.length > 5) {
-          var pv = matches[5].split(" ");
-          if (info != null && engine.fen == fen) info(depth, score, pv);
-        }
-      }
-      if (str.indexOf("bestmove") >= 0 || str.indexOf("mate 0") >= 0 || str == "info depth 0 score cp 0") {
-        if (engine.fen == fen) done(str);
-        engine.lastnodes = 0;
-      }
-    });
-  };
-  engine.send("uci", function onuci(str) {
-    if (str === "uciok") {
-      engine.send("isready", function onready(str) {
-        if (str === "readyok") engine.ready = true;
-      });
-    }
-  });
-  return engine;
-}
-
-function addHistoryEval(index, score, depth, move) {
-  if (_history[index].length < 2 || _history[index][1] == null || (_history[index][1] != null && _history[index][1].depth < depth)) {
-    var black = _history[index][0].indexOf(" b ") > 0;
-    var ei = {
-      score: score,
-      depth: depth,
-      black: black,
-      move: move
-    };
-    if (_history[index].length >= 2) _history[index][1] = ei;
-    else {
-      _history[index].push(ei);
-      _history[index].push(null);
-    }
-    repaintGraph();
-    _wantUpdateInfo = true;
-  }
-}
-
-function evalNext() {
-  for (var i = 0; i < _curmoves.length; i++) {
-    if (_curmoves[i].depth < _engine.depth) {
-      var curpos = _curmoves[i].fen;
-      _engine.score = null;
-      if (!_engine.waiting) return;
-      _engine.waiting = false;
-      var initialdepth = _engine.depth;
-      var savedpv = [];
-      _engine.eval(curpos, function done(str) {
-        _engine.waiting = true;
-        if (i >= _curmoves.length || _curmoves[i].fen != curpos) return;
-        if (_engine.score != null && _engine.depth == initialdepth) {
-          _curmoves[i].eval = _curmoves[i].w ? _engine.score : -_engine.score;
-          _curmoves[i].depth = _engine.depth;
-          var m = str.match(/^bestmove\s(\S+)(?:\sponder\s(\S+))?/);
-          _curmoves[i].answer = (m && m.length > 1 && m[1] != null && (m[1].length == 4 || m[1].length == 5)) ? m[1] : null;
-          _curmoves[i].answerpv = [];
-          var pvtext = "";
-          if (_curmoves[i].answer != null) {
-            if (savedpv.length < 1 || savedpv[0] != m[1]) savedpv = [m[1]];
-            if (m.length > 2 && m[2] != null && m[2].length != 4 && m[2].length != 5) {
-              if (savedpv.length < 2 || savedpv[1] != m[2]) savedpv = [m[1], m[2]];
-            }
-            var nextpos = parseFEN(curpos);
-            for (var j = 0; j < savedpv.length; j++) {
-              if (pvtext.length > 0) pvtext += " ";
-              var move = parseBestMove(savedpv[j]);
-              pvtext += sanMove(nextpos, move, genMoves(nextpos));
-              _curmoves[i].answerpv.push(savedpv[j]);
-              if (j + 1 < savedpv.length) nextpos = doMove(nextpos, move.from, move.to, move.p);
-            }
-          }
-          _curmoves[i].pvtext = pvtext.length > 0 ? pvtext : "-";
-          showEvals();
-        }
-        if (!_engine.kill) evalNext();
-      }, function info(depth, score, pv) {
-        savedpv = pv;
-      });
-      return;
-    }
-  }
-  if (_curmoves.length > 0 && _history[_historyindex][0] == getCurFEN()) addHistoryEval(_historyindex, _curmoves[0].w ? -_curmoves[0].eval : _curmoves[0].eval, _engine.depth, _curmoves[0].move);
-  for (var i = _history.length - 1; i >= 0; i--) {
-    if (_history[i].length < 2 || _history[i][1] == null || (_history[i][1] != null && _history[i][1].depth < _engine.depth - 1)) {
-      var curpos = _history[i][0];
-      _engine.score = null;
-      if (!_engine.waiting) return;
-      if (checkPosition(parseFEN(curpos)).length > 0) {
-        addHistoryEval(i, null, _engine.depth - 1);
-        if (!_engine.kill) evalNext();
-      } else {
-        _engine.waiting = false;
-        _engine.eval(curpos, function done(str) {
-          _engine.waiting = true;
-          if (i >= _history.length || _history[i][0] != curpos) return;
-          if (_engine.score != null) {
-            var m = str.match(/^bestmove\s(\S+)(?:\sponder\s(\S+))?/);
-            var answer = (m && m.length > 1 && (m[1].length == 4 || m[1].length == 5)) ? m[1] : null;
-            addHistoryEval(i, _engine.score, _engine.depth - 1, parseBestMove(answer));
-          }
-          if (!_engine.kill) evalNext();
-        });
-      }
-      return;
-    }
-  }
-  historySave();
-}
-
-function applyEval(m, s, d) {
-  if (s == null || m.length < 4 || _engine.depth == 0) return;
-  for (var i = 0; i < _curmoves.length; i++) {
-    if (_curmoves[i].move.from.x == "abcdefgh".indexOf(m[0]) &&
-      _curmoves[i].move.from.y == "87654321".indexOf(m[1]) &&
-      _curmoves[i].move.to.x == "abcdefgh".indexOf(m[2]) &&
-      _curmoves[i].move.to.y == "87654321".indexOf(m[3])) {
-      if (d > _curmoves[i].depth) {
-        _curmoves[i].eval = _curmoves[i].w ? -s : s;
-        _curmoves[i].depth = d;
-        showEvals();
-      }
-      break;
-    }
-  }
-}
-
-function parseBestMove(m) {
-  if (m == null || m.length < 4) return null;
-  var from = {
-    x: "abcdefgh".indexOf(m[0]),
-    y: "87654321".indexOf(m[1])
-  };
-  var to = {
-    x: "abcdefgh".indexOf(m[2]),
-    y: "87654321".indexOf(m[3])
-  };
-  var p = m.length > 4 ? "nbrq".indexOf(m[4]) : -1;
-  if (p < 0) return {
-    from: from,
-    to: to
-  };
-  return {
-    from: from,
-    to: to,
-    p: "NBRQ"[p]
-  };
-}
-
-function evalAll() {
-  if (_play != null) return;
-  if (_engine == null || !_engine.ready || !_engine.waiting) {
-    if (_engine) _engine.kill = true;
-    window.setTimeout(evalAll, 50);
-    return;
-  }
-  _engine.kill = false;
-  _engine.waiting = false;
-  for (var i = 0; i < _curmoves.length; i++) {
-    _curmoves[i].eval = null;
-    _curmoves[i].depth = null;
-  }
-  if (_engine.depth == 0) {
-    _engine.waiting = true;
-    return;
-  }
-  var fen = getCurFEN();
-  _engine.send("stop");
-  _engine.send("ucinewgame");
-  _engine.send("setoption name Skill Level value 20");
-  _engine.score = null;
-  if (_curmoves.length == 0) {
-    _engine.waiting = true;
-    if (!_engine.kill) evalNext();
-    return;
-  }
-  _engine.eval(fen, function done(str) {
-    _engine.waiting = true;
-    if (fen != getCurFEN()) return;
-    var matches = str.match(/^bestmove\s(\S+)(?:\sponder\s(\S+))?/);
-    if (matches && matches.length > 1) {
-      applyEval(matches[1], _engine.score, _engine.depth - 1);
-      if (_history[_historyindex][0] == fen) addHistoryEval(_historyindex, _engine.score, _engine.depth - 1, parseBestMove(matches[1]));
-    }
-    if (!_engine.kill) evalNext();
-  }, function info(depth, score, pv) {
-    if (fen != getCurFEN() || depth <= 10) return;
-    applyEval(pv[0], score, depth - 1);
-    if (_history[_historyindex][0] == fen) addHistoryEval(_historyindex, score, depth - 1, parseBestMove(pv[0]));
-  });
-}
-
-function doComputerMove() {
-  if (_play == null) return;
-  var fen = getCurFEN();
-
-  if (_isPlayerWhite == true && fen.indexOf(" w ") > 0) return;
-
-  if (_isPlayerWhite == false && fen.indexOf(" b ") > 0) return;
-
-  if (_engine != null && !_engine.waiting) {
-    if (_engine) _engine.kill = true;
-    window.setTimeout(function() {
-      doComputerMove();
-    }, 50);
-    return;
-  }
-  if (_engine == null || !_engine.ready || _engine.depth == 0) {
-    if (_curmoves.length == 0) return;
-    var move = _curmoves[Math.floor(Math.random() * _curmoves.length)].move;
-    var san = getCurSan(move);
-    var pos = doMove(parseFEN(fen), move.from, move.to, move.p);
-    historyAdd(fen);
-    setCurFEN(generateFEN(pos));
-    historyAdd(getCurFEN(), null, move, san);
-    updateTooltip("");
-    showBoard(false);
-  } else {
-    _engine.kill = false;
-    _engine.waiting = false;
-    _engine.send("stop");
-    _engine.send("ucinewgame");
-    _engine.send("setoption name Skill Level value " + (_engine.depth - 1));
-    _engine.score = null;
-    _engine.eval(fen, function done(str) {
-      _engine.waiting = true;
-      if (fen != getCurFEN()) return;
-      var matches = str.match(/^bestmove\s(\S+)(?:\sponder\s(\S+))?/);
-      if (matches && matches.length > 1) {
-        var move = parseBestMove(matches[1]);
-        var san = getCurSan(move);
-        var pos = doMove(parseFEN(fen), move.from, move.to, move.p);
-        historyAdd(fen);
-        setCurFEN(generateFEN(pos));
-        historyAdd(getCurFEN(), null, move, san);
-        updateTooltip("");
-        showBoard(false);
-        movesfx.play();
-      }
-    });
-  }
-}
-
-// Evaluation graph
-
-var _lastMouseDataPos = null;
-
-function getGraphPointData(i) {
-  var e = null,
-    black = false;
-  if (_engine == null || _engine.depth == 0) return 0;
-  if (i >= 0 && i < _history.length && _history[i].length >= 2 && _history[i][1] != null && _history[i][1].score != null) {
-    black = _history[i][1].black;
-    e = _history[i][1].score / 100;
-    if (black) e = -e;
-    if ((e || 0) > 10) e = 10;
-    else if ((e || 0) < -10) e = -10;
-  }
-  return e;
-}
-
-function getGraphPointColor(i) {
-  var e = getGraphPointData(i),
-    laste = getGraphPointData(i - 1);
-  black = i >= 0 && i < _history.length && _history[i].length >= 2 && _history[i][1] != null && _history[i][1].score != null && _history[i][1].black;
-  var lost = laste == null || e == null ? 0 : black ? (laste - e) : (e - laste);
-  return lost <= 1.0 ? "#008800" : lost <= 3.0 ? "#bb8800" : "#bb0000";
-}
-
-function showGraphTooltip(i, event) {
-  if (i >= 0 && i < _history.length && _history[i] != null && _history[i].length > 3 && _history[i][3] != null) {
-    var pos = parseFEN(_history[i][0]);
-    var evalText = _history[i][3];
-    if (_history[i][1] != null && _history[i][1].score != null) {
-      var e = _history[i][1].score;
-      if (_history[i][1].black) e = -e;
-      evalText += " " + getEvalText(e, true);
-    }
-    updateTooltip(evalText, null, (pos.w ? (pos.m[1] - 1) + "..." : pos.m[1] + "."), null, event);
-  } else updateTooltip("");
-}
-
-function setupMobileLayout(init) {
-  if (init) {
-    document.getElementById('colLeft').style.width = "300px";
-    document.getElementById('colRight').style.width = "300px";
-    document.getElementById('wChessboard').style.margin = "8px 0 0 0";
-    document.getElementById('wChessboard').style.resize = "none";
-    document.getElementById('wGraph').style.display = "none";
-    document.getElementById('wHistory').style.display = "none";
-    document.getElementById('wMoves').style.height = "121px";
-    document.getElementById('logo').style.height = "20px";
-    document.getElementById('logo').style.padding = "0";
-    document.getElementById('logo').style.transform = "scale(0.5)";
-    document.getElementById('logo').style.transformOrigin = "top left";
-    document.getElementById('logotextmain').style.top = "8px";
-    document.getElementById('logotextmain').style.left = "75px";
-    document.getElementById('logotextsub').style.top = "37px";
-    document.getElementById('logotextsub').style.left = "75px";
-    document.getElementById('toolbar').style.transform = "scale(2.3)";
-    document.getElementById('toolbar').style.transformOrigin = "top left";
-    document.getElementById('toolbar').style.top = "-2px";
-    document.getElementById('toolbar').style.left = "345px";
-    document.getElementById('toolbar').style.width = "112px";
-    document.getElementById('wb').style.transform = "scale(2)";
-    document.getElementById('wb').style.transformOrigin = "top left";
-    document.getElementById('positionInfo').style.display = "none";
-    document.getElementById('searchWrapper').style.top = "0";
-    document.getElementById('searchWrapper').style.height = "24px";
-    document.getElementById('searchInput').style.padding = "4px 4px 3px 4px";
-    document.getElementById('boxBoardOuter').style.marginTop = "31px";
-    document.getElementById('moves').style.bottom =
-      document.getElementById('history').style.bottom =
-      document.getElementById('opening').style.bottom =
-      document.getElementById('static').style.bottom =
-      document.getElementById('lczero').style.bottom = "6px";
-    document.getElementById('buttonGo').style.padding = "3px 4px 5px 4px";
-    document.getElementById('buttonGo').style.top = "0";
-    document.getElementById('movesFooter').style.height = document.getElementById('lczeroFooter').style.height = "6px";
-    document.getElementById('movesFooter').style.lineHeight = document.getElementById('lczeroFooter').style.lineHeight = "6px";
-    document.getElementById('movesFooter').style.fontSize = document.getElementById('lczeroFooter').style.fontSize = "5px";
-    document.getElementById('movesFooter').style.fontWeight = document.getElementById('lczeroFooter').style.fontWeight = "500";
-  }
-  var winWidth = Math.min(window.innerWidth, window.outerWidth);
-  var winHeight = Math.min(window.innerHeight, window.outerHeight);
-  var horiz = winWidth > winHeight;
-  var width = horiz ? 660 : 320;
-  var scale = winWidth / width;
-  _bodyScale = 1 / scale;
-  var height = horiz ? Math.max(280, Math.min(504, winHeight / scale)) : Math.max(490, winHeight / scale);
-  document.body.style.display = "flex";
-  document.body.style.transformOrigin = "top left";
-  document.body.style.transform = "scale(" + (scale) + ")";
-  document.body.style.width = width + "px";
-  document.body.style.height = height + "px";
-  document.body.style.overflowX = "hidden";
-  document.getElementById('container').style.width = width + "px";
-  document.getElementById('container').style.height = height + "px";
-
-  document.getElementById('logo').style.position = horiz ? "absolute" : "";
-  document.getElementById('logo').style.top = horiz ? "0" : "";
-  document.getElementById('logo').style.left = horiz ? "355px" : "";
-  document.getElementById('wChessboard').style.width = horiz ? "310px" : "";
-  document.getElementById('wChessboard').style.height = (horiz ? height - 16 : 300) + "px";
-  document.getElementById('wb').style.top = horiz ? "0" : "329px";
-  document.getElementById('wb').style.right = horiz ? "324px" : "162px";
-  document.getElementById('wb').style.width = horiz ? "21px" : "";
-  document.getElementById('wb').style.height = horiz ? "120px" : "";
-  document.getElementById('colLeft').style.minWidth = horiz ? "300px" : "";
-  document.getElementById('colLeft').style.minHeight = horiz ? "1px" : "338px";
-  document.getElementById('colLeft').style.paddingBottom = horiz ? "" : "24px";
-  document.getElementById('colLeft').style.marginLeft = horiz ? "5px" : "10px";
-  document.getElementById('colRight').style.marginLeft = horiz ? "45px" : "10px";
-  document.getElementById('colRight').style.marginTop = horiz ? "29px" : "";
-
-  var elems = document.getElementById("colRight");
-  for (var i = 0; i < elems.children.length; i++) {
-    var div = elems.children[i];
-    if (div.tagName != 'DIV' || div.className != "box") continue;
-    div.style.height = (horiz ? 243 + height - 280 : 121 + height - 490) + "px";
-    div.style.margin = "0";
-    div.style.resize = "none";
-  }
-}
-
-function checkSizes() {
-  if (_mobile && (document.activeElement == null || document.activeElement.tagName != "INPUT")) setupMobileLayout(false);
-
-  // Graph
-  var cw = document.getElementById("graphWrapper").clientWidth;
-  var ch = document.getElementById("graphWrapper").clientHeight;
-  var canvas = document.getElementById("graph");
-  if (canvas.width != cw || canvas.height != ch) repaintGraph();
-
-
-  // Chessboard
-  var targetScale = Math.round(getCurScale() * 1000) / 1000;
-  var targetMargin = ((document.getElementById("wChessboard").clientWidth - (document.getElementById("boxBoard").clientWidth + 4) * targetScale) / 2) - 0.5;
-  var oldScale = parseFloat(document.getElementById("boxBoard").style.transform.replace("scale(", "").replace(")", ""));
-  var oldMargin = parseFloat(document.getElementById("boxBoardOuter").style.marginLeft.replace("px", ""));
-  if (Math.round(oldScale * 1000) != Math.round(targetScale * 1000) ||
-    Math.round(oldMargin) != Math.round(targetMargin)) {
-    document.getElementById("boxBoard").style.transform = "scale(" + targetScale + ")";
-    document.getElementById("boxBoardOuter").style.marginLeft =
-      document.getElementById("boxBoardOuter").style.marginRight = targetMargin + "px";
-  }
-
-  if (_wantUpdateInfo) {
-    _wantUpdateInfo = false;
-    updateInfo();
-  }
-
-}
-
-function repaintGraph(event) {
-  var data = [];
-  var color = [];
-  var laste = null;
-  for (var i = 0; i < _history.length; i++) {
-    data.push(getGraphPointData(i));
-    color.push(getGraphPointColor(i));
-  }
-  var border1 = 4.5,
-    border2 = 18.5;
-  var xMax = 40,
-    yMax = 2,
-    xStep = 10,
-    yStep = 1;
-  for (var i = 0; i < data.length; i++)
-    if (Math.ceil(Math.abs(data[i])) > yMax) yMax = Math.ceil(Math.abs(data[i]));
-  if (data.length > xMax) xMax = data.length;
-  var cw = document.getElementById("graphWrapper").clientWidth;
-  var ch = document.getElementById("graphWrapper").clientHeight;
-  if (event != null) {
-    var rect = document.getElementById("graph").getBoundingClientRect();
-    var mx = event.clientX - rect.left;
-    var my = event.clientY - rect.top;
-    var mouseDataPos = null;
-    var b1 = border1 / _bodyScale,
-      b2 = border2 / _bodyScale;
-    var mUnit = (rect.width - b1 - b2) / xMax;
-    if (mx > b2 + mUnit / 2 && mx < rect.width - b1 + mUnit / 2 && my > b1 && my < rect.height - b2) {
-      mouseDataPos = Math.round((mx - b2) / mUnit) - 1;
-    }
-    if (mouseDataPos == _lastMouseDataPos) return;
-    _lastMouseDataPos = mouseDataPos;
-  } else _lastMouseDataPos = mouseDataPos;
-
-  var canvas = document.getElementById("graph");
-  var ctx = canvas.getContext("2d");
-  canvas.width = cw;
-  canvas.height = ch;
-  var yTotal = canvas.height - border1 - border2,
-    xTotal = canvas.width - border1 - border2;
-  var xUnit = xTotal / (xMax / xStep),
-    yUnit = yTotal / (yMax * 2 / yStep);
-  if (yUnit > 0)
-    while (yUnit < 12) {
-      yUnit *= 2;
-      yStep *= 2;
-    }
-  if (xUnit > 0)
-    while (xUnit < 18) {
-      xUnit *= 2;
-      xStep *= 2;
-    }
-
-  ctx.font = "10px Segoe UI";
-  ctx.textAlign = "right";
-  ctx.textBaseline = "middle";
-  ctx.lineWidth = 1;
-  ctx.fillStyle = "#a0aab4";
-  ctx.fillText("0", border2 - 6, border1 + yTotal / 2);
-  ctx.beginPath();
-  ctx.strokeStyle = "#738191";
-  for (var i = yStep; i <= yMax; i += yStep) {
-    if (i == 0) continue;
-    var y = Math.round(i * yUnit / yStep);
-    ctx.fillText("+" + i, border2 - 6, border1 + yTotal / 2 - y);
-    ctx.fillText("-" + i, border2 - 6, border1 + yTotal / 2 + y);
-    if (i < yMax) {
-      ctx.moveTo(border2, border1 + yTotal / 2 - y);
-      ctx.lineTo(border2 + xTotal, border1 + yTotal / 2 - y);
-      ctx.moveTo(border2, border1 + yTotal / 2 + y);
-      ctx.lineTo(border2 + xTotal, border1 + yTotal / 2 + y);
-    }
-  }
-  ctx.moveTo(border2, border1);
-  ctx.lineTo(border2 + xTotal, border1);
-  ctx.stroke();
-  ctx.beginPath();
-
-  ctx.textAlign = "center";
-  ctx.strokeStyle = "#a0aab4";
-  for (var i = 0; i <= xMax; i += xStep) {
-    var x = Math.round(i * xUnit / xStep);
-    ctx.fillText(i / 2, border2 + x, border1 + yTotal + border2 / 2 + 2);
-    ctx.moveTo(border2 + x, border1 + yTotal);
-    ctx.lineTo(border2 + x, border1 + yTotal + 3);
-  }
-  for (var i = 0; i <= yMax; i += yStep) {
-    var y = Math.round(i * yUnit / yStep);
-    ctx.moveTo(border2 - 3, border1 + yTotal / 2 - y);
-    ctx.lineTo(border2, border1 + yTotal / 2 - y);
-    ctx.moveTo(border2 - 3, border1 + yTotal / 2 + y);
-    ctx.lineTo(border2, border1 + yTotal / 2 + y);
-  }
-
-  ctx.stroke();
-
-  ctx.beginPath();
-  ctx.moveTo(border2, border1);
-  ctx.lineTo(border2, border1 + yTotal);
-  ctx.moveTo(border2, border1 + yTotal);
-  ctx.lineTo(border2 + xTotal, border1 + yTotal);
-  ctx.moveTo(border2, border1 + yTotal / 2);
-  ctx.lineTo(border2 + xTotal, border1 + yTotal / 2);
-
-  ctx.stroke();
-
-  for (var i = 1; i < data.length; i++) {
-    if (data[i] != null && data[i - 1] != null) {
-      if (color[i] != "#008800") {
-        ctx.beginPath();
-        ctx.strokeStyle = color[i] == "#bb0000" ? "red" : "white";
-        ctx.lineWidth = 1;
-        ctx.moveTo(border2 + i * (xUnit / xStep), border1 + yTotal / 2 - data[i - 1] * (yUnit / yStep));
-        ctx.lineTo(border2 + (i + 1) * (xUnit / xStep), border1 + yTotal / 2 - data[i] * (yUnit / yStep));
-        ctx.stroke();
-      } else {
-        ctx.beginPath();
-        ctx.strokeStyle = "black";
-        ctx.lineWidth = 1;
-        ctx.moveTo(border2 + i * (xUnit / xStep), border1 + yTotal / 2 - data[i - 1] * (yUnit / yStep));
-        ctx.lineTo(border2 + (i + 1) * (xUnit / xStep), border1 + yTotal / 2 - data[i] * (yUnit / yStep));
-        ctx.stroke();
-      }
-    }
-  }
-  var i;
-  for (i = 0; i < data.length; i++) {
-    if (i != mouseDataPos && i != _historyindex) {
-      ctx.beginPath();
-      ctx.arc(border2 + (i + 1) * (xUnit / xStep), border1 + yTotal / 2 - data[i] * (yUnit / yStep), 2, 0, 2 * Math.PI, false);
-      ctx.fillStyle = 'black';
-      ctx.fill();
-    }
-  }
-
-  i = _historyindex;
-  ctx.beginPath();
-  ctx.arc(border2 + (i + 1) * (xUnit / xStep), border1 + yTotal / 2 - data[i] * (yUnit / yStep), 4, 0, 2 * Math.PI, false);
-  ctx.fillStyle = 'black';
-  ctx.fill();
-  ctx.beginPath();
-  ctx.arc(border2 + (i + 1) * (xUnit / xStep), border1 + yTotal / 2 - data[i] * (yUnit / yStep), 2, 0, 2 * Math.PI, false);
-  ctx.fillStyle = '#e1e2e6';
-  ctx.fill();
-
-  i = mouseDataPos;
-  ctx.beginPath();
-  ctx.arc(border2 + (i + 1) * (xUnit / xStep), border1 + yTotal / 2 - data[i] * (yUnit / yStep), 4, 0, 2 * Math.PI, false);
-  ctx.fillStyle = 'black';
-  ctx.fill();
-  ctx.beginPath();
-  ctx.arc(border2 + (i + 1) * (xUnit / xStep), border1 + yTotal / 2 - data[i] * (yUnit / yStep), 2, 0, 2 * Math.PI, false);
-  ctx.fillStyle = '#64c4db';
-  ctx.fill();
-
-  if (event) showGraphTooltip(mouseDataPos, event);
-  repaintLastMoveArrow();
-}
-
-function defaultMouseMove(event) {
-  if (_tooltipState) updateTooltipPos(event);
-}
-
-function graphMouseMove(event) {
-  repaintGraph(event);
-  if (_tooltipState) updateTooltipPos(event);
-}
-
-function graphMouseDown(event) {
-  if (_lastMouseDataPos != null) {
-    var i = _lastMouseDataPos;
-    if (i < _history.length && i >= 0 && i != _historyindex) {
-      historyMove(i - _historyindex);
-    }
-  }
-}
-
-// Sidebars
-
-function repaintSidebars() {
-  var pos = parseFEN(getCurFEN());
-  var whitemat = [],
-    blackmat = [],
-    points = 0;
-  for (var x = 0; x < 8; x++)
-    for (var y = 0; y < 8; y++) {
-      var p = board(pos, x, y).toLowerCase();
-      var col = board(pos, x, y) != p;
-      var index = "pnbrqk".indexOf(p);
-      if (index >= 0) {
-        if (col) whitemat.push(index);
-        else blackmat.push(index);
-        points += (col ? 1 : -1) * [1, 3, 3, 5, 9, 0][index];
-      }
-    }
-  whitemat.sort();
-  blackmat.sort();
-  for (var i = 0, j = 0; i < whitemat.length && j < blackmat.length;) {
-    if (whitemat[i] == blackmat[j]) {
-      whitemat.splice(i, 1);
-      blackmat.splice(j, 1);
-    } else if (whitemat[i] < blackmat[j]) i++;
-    else if (whitemat[i] > blackmat[j]) j++;
-  }
-  var elem = document.getElementById("materialWrapper");
-  while (elem.firstChild) elem.removeChild(elem.firstChild);
-  var fmat = function(mat, flip) {
-    for (var i = 0; i < mat.length; i++) {
-      var node1 = document.createElement("DIV");
-      node1.className = "pnbrqk"[mat[i]];
-      var d = (mat.length - 1 - i) * 16 + "px";
-      if (flip) node1.style.top = d;
-      else node1.style.bottom = d;
-      elem.appendChild(node1);
-    }
-  }
-  if (points < 0) fmat(whitemat, _flip);
-  fmat(blackmat, !_flip);
-  if (points >= 0) fmat(whitemat, _flip);
-  if (points != 0) {
-    var node1 = document.createElement("DIV");
-    node1.appendChild(document.createTextNode("+" + Math.abs(points)));
-    var down = points > 0 && !_flip || points < 0 && _flip;
-    var d = (_flip ^ down ? whitemat.length : blackmat.length) * 16 + "px";
-    if (down) node1.style.bottom = d;
-    else node1.style.top = d;
-    elem.appendChild(node1);
-  }
-
-  elem = document.getElementById("namesWrapperTop");
-  while (elem.firstChild) elem.removeChild(elem.firstChild);
-  elem.appendChild(document.createTextNode(_flip ? _wname : _bname));
-  elem = document.getElementById("namesWrapperBottom");
-  while (elem.firstChild) elem.removeChild(elem.firstChild);
-  elem.appendChild(document.createTextNode(_flip ? _bname : _wname));
-}
-
-// Buttons and menu
-
-function refreshButtonRevert() {
-  if (_history2 == null) {
-    document.getElementById('buttonRevert').className = "off";
-    document.getElementById('buttonRevert').onclick = null;
-  } else {
-    document.getElementById('buttonRevert').className = "on";
-    document.getElementById('buttonRevert').onclick = function(e) {
-      command(e.ctrlKey ? "keep" : "revert");
-    };
-  }
-}
-
-function refreshFlip() {
-  var elem = document.getElementById('cbTable');
-  for (var i = 0; i < 8; i++) {
-    elem.children[0].children[0].children[1 + i].innerText =
-      elem.children[0].children[9].children[1 + i].innerText = 'abcdefgh'[_flip ? 7 - i : i];
-    elem.children[0].children[1 + i].children[0].innerText =
-      elem.children[0].children[1 + i].children[i == 0 ? 2 : 1].innerText = '12345678'[_flip ? i : 7 - i];
-  }
-  showBoard(true);
-}
-
-function doFlip() {
-  _flip = !_flip;
-  refreshFlip();
-  historySave();
-}
-
-function showHideWindow(name, targetState) {
-
-  if (_mobile && name != "Chessboard") {
-    var wb = document.getElementById("wb").children;
-    var lparams = [];
-    for (var i = 0; i < wb.length; i++) {
-      if (wb[i].tagName != 'DIV') continue;
-      var wbId = wb[i].id.substring(2);
-      if (wbId == "Chessboard") continue;
-      document.getElementById("w" + wbId).style.display = "none";
-      var wbElem = document.getElementById("wb" + wbId);
-      wbElem.className = wbElem.className.replace(" selected", "");
-    }
-  }
-  var boxElem = document.getElementById("w" + name);
-  var newState = targetState == null ? boxElem.style.display == "none" : targetState;
-  boxElem.style.display = newState ? "" : "none";
-  var wbElem = document.getElementById("wb" + name);
-  wbElem.className = wbElem.className.replace(" selected", "") + (newState ? " selected" : "");
-  checkSizes();
-  if ((name == "Edit" || _mobile) && isEdit()) showLegalMoves(null);
-  if (name == "Graph" && document.onmousemove == graphMouseMove) document.getElementById("graphWrapper").onmouseout();
-  if (name == "Lczero" && newState) repaintLczero();
-  if (name == "Static" && newState) repaintStatic();
-}
-
-function showHideMenu(state, e) {
-  if (e != null) {
-    var target = e.target != null ? e.target : e.srcElement;
-    while (target != null && target.id != 'buttonMenu' && target.id != 'menu' && target.tagName != 'BODY') target = target.parentNode;
-    if (target == null) return;
-    if (!state && (target.id == 'buttonMenu' || target.id == 'menu')) return;
-  }
-  if (state) _menu = !_menu;
-  else _menu = false;
-
-  var bElem = document.getElementById("buttonMenu");
-  var mElem = document.getElementById("menu");
-  bElem.className = _menu ? "on down" : "on";
-  mElem.style.top = (bElem.getBoundingClientRect().bottom - document.getElementById("container").getBoundingClientRect().top) * _bodyScale + "px";
-  mElem.style.left = (bElem.getBoundingClientRect().left - document.getElementById("container").getBoundingClientRect().left) * _bodyScale + "px";
-  mElem.style.right = "auto";
-  if (_mobile) {
-    mElem.style.left = "auto";
-    mElem.style.right = (-bElem.getBoundingClientRect().right + document.getElementById("container").getBoundingClientRect().right - 1) * _bodyScale + "px";
-  }
-  mElem.style.display = _menu ? "" : "none";
-  if (_menu) reloadMenu();
-}
-
-function setBoardColor(c) {
-  var count = 6;
-  if (c < 0) c = count - 1;
-  if (c >= count) c = 0;
-  document.getElementById("cbTable").className = "c" + c;
-  document.getElementById("boxBoard").className = "c" + c;
-  document.getElementById("chessboard1").className = "cb c" + c;
-  var elem = document.getElementById("icolor");
-  if (elem != null) elem.className = "c" + c;
-  _color = c;
-}
-
-function setEngineValue(elem) {
-  setElemText(elem, _engine != null && _engine.ready ? _engine.depth : "0");
-  if (_engine != null && _engine.ready && _play != null) {
-    var table = [0, 1000, 1100, 1200, 1300, 1450, 1600, 1750, 1900, 2050, 2150, 2250, 2350, 2450, 2550, 2650, 2700, 2800, 2900];
-    elem.title = _engine.depth == 0 ? "Random play" : _engine.depth >= table.length ? "ELO: 3000+" : "ELO: " + table[_engine.depth];
-  } else elem.removeAttribute("title");
-}
-
-function reloadMenu() {
-
-  var parent = document.getElementById("menu");
-  while (parent.firstChild) parent.removeChild(parent.firstChild);
-  var addMenuLine = function() {
-    var div = document.createElement('div');
-    div.className = "menuLine";
-    parent.appendChild(div);
-  }
-  var addMenuItem = function(className, text, key, enabled, func) {
-    var div = document.createElement('div');
-    div.className = "menuItem " + className;
-    if (!enabled) div.className += " disabled";
-    var span1 = document.createElement('span');
-    setElemText(span1, text);
-    div.appendChild(span1);
-    var span2 = document.createElement('span');
-    span2.className = "key";
-    if (key != null) setElemText(span2, key);
-    div.appendChild(span2);
-    if (enabled) div.onclick = func;
-    parent.appendChild(div);
-  }
-  var addMenuItemEngine = function(className, text) {
-    var div = document.createElement('div');
-    div.className = "menuItem " + className;
-    var span1 = document.createElement('span');
-    setElemText(span1, text);
-    div.appendChild(span1);
-    var span2 = document.createElement('span');
-    span2.id = "buttonEnginePlus";
-    span2.onclick = function() {
-      if (_engine != null && _engine.ready) command("depth " + Math.min(50, _engine.depth + 1));
-      showBoard(false, true);
-      setEngineValue(document.getElementById("buttonEngineValue"));
-    }
-    div.appendChild(span2);
-    var span3 = document.createElement('span');
-    span3.id = "buttonEngineValue";
-    span3.onclick = function() {
-      if (_engine != null && _engine.ready) command("depth " + (_engine.depth != 0 ? "0" : "15"));
-      showBoard(false, true);
-      setEngineValue(document.getElementById("buttonEngineValue"));
-    }
-    setEngineValue(span3);
-
-    div.appendChild(span3);
-    var span4 = document.createElement('span');
-    span4.id = "buttonEngineMinus";
-    span4.onclick = function() {
-      if (_engine != null && _engine.ready) command("depth " + Math.max(0, _engine.depth - 1));
-      showBoard(false, true);
-      setEngineValue(document.getElementById("buttonEngineValue"));
-    }
-    div.appendChild(span4);
-    parent.appendChild(div);
-  }
-  var addMenuItemColor = function(className, text) {
-    var div = document.createElement('div');
-    div.className = "menuItem " + className;
-    var span1 = document.createElement('span');
-    setElemText(span1, text);
-    div.appendChild(span1);
-
-    var span2 = document.createElement('span');
-    span2.id = "buttonColorNext";
-    span2.onclick = function() {
-      setBoardColor(_color + 1);
-    }
-
-    div.appendChild(span2);
-    var div1 = document.createElement('div');
-    div1.id = "icolor";
-    div1.className = "c" + _color;
-    div1.onclick = function() {
-      setBoardColor(0);
-    };
-    var div2, div3 = document.createElement('div');
-    div2 = document.createElement('div');
-    div2.style.left = "0px";
-    div2.style.top = "0px";
-    div2.className = "l";
-    div3.appendChild(div2);
-    div2 = document.createElement('div');
-    div2.style.left = "0px";
-    div2.style.top = "5px";
-    div2.className = "d";
-    div3.appendChild(div2);
-    div2 = document.createElement('div');
-    div2.style.left = "5px";
-    div2.style.top = "0px";
-    div2.className = "d";
-    div3.appendChild(div2);
-    div2 = document.createElement('div');
-    div2.style.left = "5px";
-    div2.style.top = "5px";
-    div2.className = "l";
-    div3.appendChild(div2);
-    div1.appendChild(div3);
-    div.appendChild(div1);
-
-    var span4 = document.createElement('span');
-    span4.id = "buttonColorPrev";
-    span4.onclick = function() {
-      setBoardColor(_color - 1);
-    }
-    div.appendChild(span4);
-
-
-    parent.appendChild(div);
-  }
-
-  addMenuItem("menuAnalysisMode", "Mode 1: Analyze Board", 1, _gameMode != 1, function(e) { menuAnalysisMode() });
-  addMenuItem("menuPlayEngine", "Mode 2: Player (White) vs. Engine (Black)", 2, _gameMode != 2, function(e) { menuPlayEngineWhite() });
-  addMenuItem("menuPlayEngine", "Mode 3: Engine (White) vs. Player (Black)", 3, _gameMode != 3, function(e) { menuPlayEngineBlack() });
-  addMenuItem("menuTwoPlayerMode", "Mode 4: Player vs. Player", 4, _gameMode != 4, function(e) { menuTwoPlayerMode() });
-
-  addMenuLine();
-
-  addMenuItemEngine("menuEngine", _play != null ? "Engine level" : "Engine depth");
-
-  addMenuLine();
-  addMenuItem("menuKeep", "Keep changes", null, document.getElementById("buttonRevert").className == "on", function() {
-    command("keep");
-    showHideMenu(false);
-  });
-  addMenuItem("menuRevert", "Revert changes", "ESC", document.getElementById("buttonRevert").className == "on", function() {
-    command("revert");
-    showHideMenu(false);
-  });
-  addMenuLine();
-  addMenuItem("menuFlip", "Flip board", "F", true, function() {
-    command("flip");
-    showHideMenu(false);
-  });
-  addMenuItem("menuStm", "Change side to move", "T", true, function() {
-    command("sidetomove");
-    showHideMenu(false);
-  });
-  addMenuLine();
-  addMenuItem("menuStart", "Go to game start", "Home", document.getElementById("buttonBack").className == "on", function() {
-    historyMove(-1, null, true);
-    showHideMenu(false);
-  });
-  addMenuItem("menuEnd", "Go to game end", "End", document.getElementById("buttonForward").className == "on", function() {
-    historyMove(+1, null, true);
-    showHideMenu(false);
-  });
-  addMenuItem("menuReset", "Reset game/position", null, true, function() {
-    command("reset");
-    showHideMenu(false);
-  });
-  addMenuLine();
-  addMenuItemColor("menuColor", "Chessboard color");
-  addMenuItem("menuWindow", "Open in new window...", null, true, function() {
-    command("window");
-    showHideMenu(false);
-  });
-}
-
-// Menu Functions
-
-function menuAnalysisMode() {
-  _gameMode = 1;
-  _play = null;
-  _engine.kill = false;
-  showBoard(false);
-  showHideMenu(false);
-  historySave();
-}
-
-function menuPlayEngineWhite() {
-  _gameMode = 2;
-  _isPlayerWhite = true;
-  _play = 0;
-  showBoard(true);
-  showHideMenu(false);
-  doComputerMove();
-  historySave();
-}
-
-function menuPlayEngineBlack() {
-  _gameMode = 3;
-  _isPlayerWhite = false;
-  _play = 1;
-  showBoard(true);
-  showHideMenu(false);
-  doComputerMove();
-  historySave();
-}
-
-function menuTwoPlayerMode() {
-  _gameMode = 4;
-  _engine.kill = true;
-  _play = null;
-  showBoard(false);
-  showHideMenu(false);
-  historySave();
-}
-
-// URL paramenters
-
-function getParameterByName(name, url) {
-  if (!url) url = window.location.href;
-  name = name.replace(/[\[\]]/g, "\\$&");
-  var regex = new RegExp("[?&]" + name + "(=([^&#]*)|&|#|$)"),
-    results = regex.exec(url);
-  if (!results || !results[2]) return "";
-  return decodeURIComponent(results[2].replace(/\+/g, " "));
-}
-
-// Initialization
-
-function setupBoxes() {
-  var elems = [document.getElementById("colLeft"), document.getElementById("colRight")];
-  for (var j = 0; j < elems.length; j++)
-    for (var i = 0; i < elems[j].children.length; i++) {
-      var div = elems[j].children[i];
-      if (div.tagName != 'DIV') continue;
-      if (div.className != "box") continue;
-      if (!_mobile) {
-        setupDragElement(div);
-        var divCloseIcon = document.createElement('div');
-        divCloseIcon.className = "closeIcon";
-        divCloseIcon.onclick = function() {
-          var boxElem = this.parentElement;
-          showHideWindow(boxElem.id.substring(1));
-        }
-        div.appendChild(divCloseIcon);
-      }
-      if (!_mobile || div.id != "wChessboard") {
-        var divBoxIcon = document.createElement('div');
-        divBoxIcon.className = "boxIcon icon" + div.id.substring(1);
-        div.appendChild(divBoxIcon);
-      }
-      var wbIcon = document.createElement('div');
-      wbIcon.id = "wb" + div.id.substring(1);
-      wbIcon.title = div.id.substring(1);
-      wbIcon.className = "wbButton icon" + div.id.substring(1);
-      if (div.style.display != "none") wbIcon.className += " selected";
-
-      wbIcon.onclick = function() {
-        showHideWindow(this.id.substring(2));
-      }
-      document.getElementById("wb").appendChild(wbIcon);
-    }
-}
-
-function setupDragElement(elmnt) {
-  var pos1 = 0,
-    pos2 = 0,
-    pos3 = 0,
-    pos4 = 0;
-  oldDisplay = elmnt.style.display;
-  elmnt.style.display = "";
-  elmnt.originalWidth = elmnt.style.width = (elmnt.getBoundingClientRect().width - 2) + "px";
-  elmnt.originalHeight = elmnt.style.height = (elmnt.getBoundingClientRect().height - 2) + "px";
-  elmnt.style.display = oldDisplay;
-  elmnt.firstElementChild.onmousedown = startBoxDrag;
-  elmnt.firstElementChild.ondblclick = function() {
-    elmnt.style.width = elmnt.originalWidth;
-    elmnt.style.height = elmnt.originalHeight;
-    elmnt.style.left = "";
-    elmnt.style.top = "";
-    elmnt.style.position = "";
-    elmnt.style.zIndex = "4";
-  };
-  setupTouchEvents(elmnt.firstElementChild, startBoxDrag, moveBoxDrag, endBoxDrag);
-
-  var resizeSquare = document.createElement('div');
-  resizeSquare.style.position = "absolute";
-  resizeSquare.style.bottom = resizeSquare.style.right = "0";
-  resizeSquare.style.width = resizeSquare.style.height = "12px";
-  resizeSquare.style.cursor = "nw-resize";
-  resizeSquare.onmousedown = startBoxResize;
-  resizeSquare.ondblclick = function() {
-    elmnt.style.width = elmnt.originalWidth;
-    elmnt.style.height = elmnt.originalHeight;
-  };
-  setupTouchEvents(resizeSquare, startBoxResize, moveBoxResize, endBoxDrag);
-  elmnt.appendChild(resizeSquare);
-
-  function startBoxDrag(e) {
-    e = e || window.event;
-    if (e && e.preventDefault) e.preventDefault();
-    pos3 = e.clientX;
-    pos4 = e.clientY;
-    document.onmouseup = endBoxDrag;
-    document.onmousemove = moveBoxDrag;
-  }
-
-  function moveBoxDrag(e) {
-    e = e || window.event;
-    if (e && e.preventDefault) e.preventDefault();
-    if (elmnt.style.position != "absolute") {
-      elmnt.style.width = (elmnt.getBoundingClientRect().width - 2) + "px";
-      elmnt.style.height = (elmnt.getBoundingClientRect().height - 2) + "px";
-      elmnt.style.left = (elmnt.getBoundingClientRect().left - document.getElementById("container").getBoundingClientRect().left) + "px";
-      elmnt.style.top = (elmnt.getBoundingClientRect().top - document.getElementById("container").getBoundingClientRect().top - 8) + "px";
-      elmnt.style.position = "absolute";
-    }
-
-    pos1 = pos3 - e.clientX;
-    pos2 = pos4 - e.clientY;
-    pos3 = e.clientX;
-    pos4 = e.clientY;
-    var x0 = parseFloat(elmnt.style.left.replace("px", "")) || 0;
-    var y0 = parseFloat(elmnt.style.top.replace("px", "")) || 0;
-    elmnt.style.left = (x0 - pos1) + "px";
-    elmnt.style.top = (y0 - pos2) + "px";
-    elmnt.style.zIndex = "5";
-    elmnt.style.cursor = "move";
-  }
-
-  function endBoxDrag() {
-    document.onmouseup = onMouseUp;
-    document.onmousemove = defaultMouseMove;
-    elmnt.style.zIndex = "4";
-    elmnt.style.cursor = "";
-  }
-
-  function startBoxResize(e) {
-    e = e || window.event;
-    if (e && e.preventDefault) e.preventDefault();
-    pos3 = e.clientX;
-    pos4 = e.clientY;
-    elmnt.style.width = (elmnt.getBoundingClientRect().width - 2) + "px";
-    elmnt.style.height = (elmnt.getBoundingClientRect().height - 2) + "px";
-    document.onmouseup = endBoxDrag;
-    document.onmousemove = moveBoxResize;
-  }
-
-  function moveBoxResize(e) {
-    e = e || window.event;
-    if (e && e.preventDefault) e.preventDefault();
-    pos1 = pos3 - e.clientX;
-    pos2 = pos4 - e.clientY;
-    pos3 = e.clientX;
-    pos4 = e.clientY;
-    var x0 = parseFloat(elmnt.style.width.replace("px", "")) || 0;
-    var y0 = parseFloat(elmnt.style.height.replace("px", "")) || 0;
-    elmnt.style.width = (x0 - pos1) + "px";
-    elmnt.style.height = (y0 - pos2) + "px";
-    elmnt.style.zIndex = "5";
-    elmnt.style.cursor = "nw-resize";
-  }
-}
-
-var _staticEvalListCache = [],
-  _staticEvalListCacheSize = 20;
-
-function getStaticEvalList(pos) {
-  var posfen = generateFEN(pos);
-  for (var si = 0; si < _staticEvalListCache.length; si++)
-    if (_staticEvalListCache[si][0] == posfen) return _staticEvalListCache[si][1];
-
-  var data = _staticEvalData;
-  var grouplist = [],
-    midindex = null,
-    endindex = null,
-    maincode = null;
-  for (var i = 0; i < data.length; i++) {
-    if (data[i].name == "Middle game evaluation") midindex = i;
-    if (data[i].name == "End game evaluation") endindex = i;
-    if (data[i].name == "Main evaluation") maincode = data[i].code;
-  }
-  if (midindex == null || endindex == null || maincode == null) return;
-  var zero = function() {
-    return 0;
-  };
-  for (var i = 0; i < data.length; i++) {
-    var n = data[i].name.toLowerCase().replace(/ /g, "_");
-    while (i != midindex && i != endindex && maincode.indexOf("$" + n + "(") >= 0) {
-      try {
-        maincode = maincode.replace("$" + n + "(", "(function(){return " + eval("$" + n + "(pos)") + ";})(");
-      } catch (e) {
-        alert(e.message);
-        return [];
-      }
-    }
-    if (data[midindex].code.indexOf("$" + n + "(") < 0 &&
-      data[endindex].code.indexOf("$" + n + "(") < 0) continue;
-    var code = data[i].code,
-      list = [];
-    for (var j = 0; j < data.length; j++) {
-      if (!data[j].graph || data[j].group != data[i].group || i == j) continue;
-      var n2 = data[j].name.toLowerCase().replace(/ /g, "_");
-      code = code.replace("$" + n2 + "(", "$g-" + n2 + "(").replace("$" + n2 + "(", "$g-" + n2 + "(");
-      list.push(n2);
-    }
-    if (data[i].graph) list.push(n);
-    for (var j = 0; j < list.length; j++) {
-      var n2 = list[j];
-      if (code.indexOf("$g-" + n2 + "(") < 0 && !data[i].graph) continue;
-      var mw = 0,
-        mb = 0,
-        ew = 0,
-        eb = 0,
-        func = null;
-      try {
-        eval("func = " + code.replace("$g-" + n2 + "(", "$" + n2 + "(")
-          .replace("$g-" + n2 + "(", "$" + n2 + "(")
-          .replace(/\$g\-[a-z_]+\(/g, "zero(") + ";");
-        if (data[midindex].code.indexOf("$" + n + "(pos") >= 0) mw = func(pos);
-        if (data[midindex].code.indexOf("$" + n + "(colorflip(pos)") >= 0) mb = func(colorflip(pos));
-        if (data[endindex].code.indexOf("$" + n + "(pos") >= 0) ew = func(pos);
-        if (data[endindex].code.indexOf("$" + n + "(colorflip(pos)") >= 0) eb = func(colorflip(pos));
-      } catch (e) {
-        alert(e.message);
-        return [];
-      }
-      var evals = [mw - mb, ew - eb];
-      var index = grouplist.map(function(e) {
-        return e.elem;
-      }).indexOf(n2);
-      if (index < 0) {
-        grouplist.push({
-          group: data[i].group,
-          elem: n2,
-          item: evals,
-          hidden: false,
-          mc: pos.m[1]
-        });
-      } else {
-        grouplist[index].item[0] += evals[0];
-        grouplist[index].item[1] += evals[1];
-      }
-    }
-
-  }
-  grouplist.sort(function(a, b) {
-    return (a.group > b.group) ? 1 : ((b.group > a.group) ? -1 : 0);
-  });
-  maincode = maincode.replace("function $$(pos)", "function $$(PMG,PEG)")
-    .replace("$middle_game_evaluation(pos)", "PMG")
-    .replace("$end_game_evaluation(pos)", "PEG")
-  var mainfunc = eval("(" + maincode + ")");
-  for (var i = 0; i < grouplist.length; i++) {
-    grouplist[i].item.push(mainfunc(grouplist[i].item[0], grouplist[i].item[1]) - mainfunc(0, 0));
-  }
-  grouplist.push({
-    group: "Tempo",
-    elem: "tempo",
-    item: [mainfunc(0, 0), mainfunc(0, 0), mainfunc(0, 0)],
-    hidden: false,
-    mc: pos.m[1]
-  });
-
-  _staticEvalListCache.push([posfen, grouplist]);
-  if (_staticEvalListCache.length > _staticEvalListCacheSize) _staticEvalListCache.shift();
-  return grouplist;
-}
-
-function setupTouchEvents(elem, funcStart, funcMove, funcEnd) {
-  var onTouch = function(e) {
-    if (e.cancelable) e.preventDefault();
-    if (e.touches.length > 1 || e.type == "touchend" && e.touches.length > 0) return;
-    switch (e.type) {
-      case "touchstart":
-        funcStart(e.changedTouches[0]);
-        break;
-      case "touchmove":
-        funcMove(e.changedTouches[0]);
-        break;
-      case "touchend":
-        funcEnd(e.changedTouches[0]);
-        break;
-    }
-  }
-  elem.addEventListener("touchstart", onTouch, false);
-  elem.addEventListener("touchend", onTouch, false);
-  elem.addEventListener("touchcancel", onTouch, false);
-  elem.addEventListener("touchmove", onTouch, false);
-}
-
-
-function lczeroEvaluate() {
-  var index = _historyindex;
-  if (_history[_historyindex][0] != getCurFEN()) index++;
-  var fen = getCurFEN();
-  var pos = parseFEN(fen);
-  var input = [],
-    ckey = "";
-  for (var i = 0; i < 8; i++) {
-    var pos2 = index < 0 ? null : parseFEN(index > _historyindex ? fen : _history[index][0]);
-    if (pos2 != null && !pos.w) pos2 = colorflip(pos2);
-    var s = "PNBRQKpnbrqk.";
-    var rep = 0;
-    var samepos = function(a1, a2) {
-      var aa1 = a1.replace(/^\s+/, '').split(' ');
-      var aa2 = a2.replace(/^\s+/, '').split(' ');
-      if (aa1[0] != aa2[0]) return false;
-      if (aa1[1] != aa2[1]) return false;
-      if (aa1[2] != aa2[2]) return false;
-      if (aa1[3] != aa2[3]) return false;
-      return true;
-    }
-    if (index >= 0) {
-      var a1 = index > _historyindex ? fen : _history[index][0];
-      for (var j = index - 2; j >= 0; j -= 2) {
-        var a2 = _history[j][0];
-        if (samepos(a1, a2)) rep = 1;
-      }
-    }
-    for (var j = 0; j < s.length; j++) {
-      for (var y = 0; y < 8; y++)
-        for (var x = 0; x < 8; x++) {
-          if (pos2 == null) input.push(0);
-          else input.push(j == s.length - 1 ? rep : (board(pos2, x, 7 - y) == s[j]) ? 1 : 0);
-        }
-    }
-    ckey += index < 0 ? "" : rep + ":" + (index > _historyindex ? fen : _history[index][0]) + ",";
-    index--;
-  }
-  v = [];
-  v.push(pos == null ? 0 : pos.c[pos.w ? 1 : 3] ? 1 : 0);
-  v.push(pos == null ? 0 : pos.c[pos.w ? 0 : 2] ? 1 : 0);
-  v.push(pos == null ? 0 : pos.c[pos.w ? 3 : 1] ? 1 : 0);
-  v.push(pos == null ? 0 : pos.c[pos.w ? 2 : 0] ? 1 : 0);
-  v.push(pos == null ? 0 : pos.w ? 0 : 1);
-  v.push(pos == null ? 0 : pos.m[1] - 1);
-  v.push(0);
-  v.push(1);
-  for (var j = 0; j < v.length; j++)
-    for (var y = 0; y < 8; y++)
-      for (var x = 0; x < 8; x++) input.push(v[j]);
-
-  if (_nncache == null) _nncache = new Map();
-  var output;
-  if (_nncache.has(ckey)) {
-    output = _nncache.get(ckey, output);
-  } else {
-    output = lczero_forward(input);
-    if (output == null) return null;
-    _nncache.set(ckey, output);
-  }
-
-  var winrate = Math.tanh(output[1]);
-  var policy = [];
-  var alpha = Math.max.apply(Math, output[0]);
-  var denom = 0;
-  for (var j = 0; j < output[0].length; j++) {
-    var val = Math.exp(output[0][j] - alpha);
-    policy.push(val);
-    denom += val;
-  }
-  for (var j = 0; j < policy.length; j++) policy[j] /= denom;
-
-  var moves = genMoves(pos);
-  var ismove = function(x1, y1, x2, y2) {
-    if (x1 == x2 && y1 == y2) return false;
-    if (x1 == x2) return true;
-    if (y1 == y2) return true;
-    if (Math.abs(x1 - x2) == Math.abs(y1 - y2)) return true;
-    if (Math.abs(x1 - x2) == 2 && Math.abs(y1 - y2) == 1) return true;
-    if (Math.abs(x1 - x2) == 1 && Math.abs(y1 - y2) == 2) return true;
-    return false;
-  }
-  var x1 = 0,
-    y1 = 0,
-    x2 = 0,
-    y2 = 0,
-    pp = 'B',
-    px1 = 0,
-    pxd = -1;
-  for (var j = 0; j < output[0].length; j++) {
-    var first = true;
-    while (x1 < 8 && y1 < 8 && x2 < 8 && y2 < 8 && (!ismove(x1, y1, x2, y2) || first)) {
-      first = false;
-      x2++;
-      if (x2 == 8) {
-        x2 = 0;
-        y2++;
-      }
-      if (y2 == 8) {
-        y2 = 0;
-        x1++;
-      }
-      if (x1 == 8) {
-        x1 = 0;
-        y1++;
-      }
-      if (y1 == 8) break;
-    }
-    if (y1 == 8) {
-      if (pp == 'Q') pp = 'R';
-      else if (pp == 'R') pp = 'B';
-      else if (pp == 'B') {
-        pp = 'Q';
-        pxd++;
-        if (pxd > 1) {
-          pxd = -1;
-          px1++;
-        }
-      }
-    }
-    for (var i = 0; i < moves.length; i++) {
-      var move = moves[i];
-      var castling = (board(pos, move.from.x, move.from.y).toUpperCase() == 'K' && Math.abs(move.from.x - move.to.x) > 1);
-      if (!castling &&
-        ((move.from.x == x1 && move.from.y == (pos.w ? 7 - y1 : y1) && move.to.x == x2 && move.to.y == (pos.w ? 7 - y2 : y2) && (move.p == null || move.p == 'N')) ||
-          (y1 == 8 && move.p == pp && move.from.x == px1 && move.to.x == px1 + pxd && move.from.y == (pos.w ? 1 : 6) && move.to.y == (pos.w ? 0 : 7))) ||
-        castling &&
-        (move.from.x == x1 && move.from.y == (pos.w ? 7 - y1 : y1) && (move.to.x > 3 ? 7 : 0) == x2 && move.to.y == (pos.w ? 7 - y2 : y2))
-      ) {
-        move.policy = policy[j];
-      }
-    }
-  }
-  return [moves, pos.w ? winrate : -winrate];
-}
-
-window.onload = function() {
-  document.onmousedown = onMouseDown;
-  document.onmouseup = onMouseUp;
-  document.onmousemove = defaultMouseMove;
-  document.onkeydown = onKeyDown;
-  document.getElementById("chessboard1").oncontextmenu =
-    document.getElementById("chessboard1").parentNode.oncontextmenu =
-    document.getElementById("editWrapper").oncontextmenu = function() {
-      return false;
-    };
-  document.getElementById("chessboard1").parentNode.onwheel =
-    document.getElementById("editWrapper").onwheel = onWheel;
-  document.getElementById("buttonStm").onclick = function() {
-    command("sidetomove");
-  };
-  document.getElementById("buttonFlip").onclick = function() {
-    doFlip();
-  };
-  document.getElementById("buttonBack").onclick = function(event) {
-    historyMove(-1, event);
-  };
-  document.getElementById("buttonForward").onclick = function(event) {
-    historyMove(+1, event);
-  };
-  document.getElementById("buttonMenu").onclick = function(event) {
-    showHideMenu(true, event);
-  };
-  document.getElementById("buttonStaticSortByValue").onclick = function(event) {
-    _staticSortByChange = false;
-    repaintStatic();
-  };
-  document.getElementById("buttonStaticSortByChange").onclick = function(event) {
-    _staticSortByChange = true;
-    repaintStatic();
-  };
-  document.getElementById("buttonMovesPv").onclick = function(event) {
-    _movesPv = !_movesPv;
-    showEvals();
-  };
-  document.getElementById("graphWrapper").onmouseover = function() {
-    if (document.onmousemove == defaultMouseMove) document.onmousemove = graphMouseMove;
-  };
-  document.getElementById("graphWrapper").onmousedown = function(event) {
-    if (document.onmousemove == defaultMouseMove) {
-      document.onmousemove = graphMouseMove;
-      graphMouseMove(event);
-      graphMouseDown(event);
-    }
-  };
-  document.getElementById("graphWrapper").onmouseout = function() {
-    if (document.onmousemove == graphMouseMove) document.onmousemove = defaultMouseMove;
-    repaintGraph();
-    updateTooltip("");
-  };
-  document.getElementById("graphWrapper").onwheel = function(event) {
-    onWheel(event);
-    showGraphTooltip(_historyindex, event);
-  };
-
-  document.getElementById("arrowWrapper1").style.top = document.getElementById("arrowWrapper2").style.top = document.getElementById("arrowWrapper3").style.top = document.getElementById('chessboard1').getBoundingClientRect().top - document.getElementById("boardWrapper").getBoundingClientRect().top + "px";
-  document.getElementById("arrowWrapper1").style.left = document.getElementById("arrowWrapper2").style.left = document.getElementById("arrowWrapper3").style.left = document.getElementById('chessboard1').getBoundingClientRect().left - document.getElementById("boardWrapper").getBoundingClientRect().left + "px";
-  document.getElementById("arrowWrapper1").style.width = document.getElementById("arrowWrapper2").style.width = document.getElementById("arrowWrapper3").style.width = document.getElementById("arrowWrapper1").style.height = document.getElementById("arrowWrapper2").style.height = document.getElementById("arrowWrapper3").style.height = (40 * 8) + "px";
-
-  if (_mobile) setupMobileLayout(true);
-  setupTouchEvents(document.getElementById("chessboard1"), onMouseDown, onMouseMove, onMouseUp);
-  setupTouchEvents(document.getElementById("editWrapper"), onMouseDown, onMouseMove, onMouseUp);
-  checkSizes();
-  window.setInterval(checkSizes, 500);
-  setupBoxes();
-  setupInput();
-  _engine = loadEngine();
-  showBoard();
-  for (var i = 0; i < 26; i++) command(getParameterByName(String.fromCharCode("a".charCodeAt(0) + i)));
-}
-</script>
-<!--end scripts.js-->
-
-<!-- wow thats a butt-ton of code =O. so yeah that should be everything! anyways... uh yeah. all code (for the most part) was taken from GitHub:LabinatorSolutions/boldchess-web-app. have a good one! =P -->
-
-</html>
\ No newline at end of file
