From f889ff3ea28c42a2d6646c4758a90dba3c86e3f1 Mon Sep 17 00:00:00 2001 From: Andreas Argyriou Date: Wed, 27 Sep 2017 18:30:40 +0100 Subject: [PATCH] Add files via upload --- images/hatt_model.png | Bin 15005 -> 14347 bytes images/hatt_model_sent.png | Bin 10907 -> 11123 bytes images/lstm_model.png | Bin 11615 -> 11356 bytes 3 files changed, 0 insertions(+), 0 deletions(-) diff --git a/images/hatt_model.png b/images/hatt_model.png index f235655ea6850581e3987d277eb024b42debf200..c8622a5452ec4a91cc2159f301733fb58a18a006 100644 GIT binary patch literal 14347 zcmbum1z1&k_bxiIP*D(rECW}cfNC;bMAA_z3lyL-MU!J`I}?B#YDxEp0MSq8~b-|GtNGb64l_!6B}C$i&ST+nE2U|Jup!Hk}4(D zi^{)#^RN*^%%5$F;B$*{S`N-T>a;0e{*kS{N(+cH)psfZ&P1|SBr^@za7?# zkkQwtzJBAzPh4-`S8uk1eCKPuybvbsYSm>nnRmNI;<>&3{WmseyC3#{dGZrCO)2H` z=g@?NYzHFoIFlSv{hjWmMjt$b#`jlmUB8KMs-mbEmWwS3Zx|X8kqR$LJ)7+)F21W( z`RbC5jg6U)f?0Jkt*tvLk462TMxUR!p9dx)e zPjwFs4K?$5YMdxwug^?FU8TC}>$@T=B_*b$6akk`Y)&1z$U$@keMvao6I(wKdIjf# zpOk+RhW>r`;;GJLU3Ap{{_39kKR>wE1`BFxTjJQ*STi48Y8sk{%h#3|r2|b(O{L%( zEG#VeABm@Gx$vdmJ7bQ8K8(zF-b0K-Wmc45mV&1#hg{+FGaiPd?uZ3?zxJTyS!A{cO-0^kSrxxw@uC zkBulKF77fi|EqvTUthmNxHM7FF-0X$TSm+2U?F{dt6%=}Lm%9EOdjR)JnavHjw`Be zR?aOiG#x!WL}q)FgYPE0T`w`mutZx%HZ6~o;ggaE$R!G>eVE%?=-+D6ip$82GbZ$WwZUHQr1j^h$aN;d~{wQ!KO-rm*-hG!uO37UUZ zeG^QN_SQ4Bs(7wkI9pv^{XJcta%*Ym2D!j1vEC%%(3qHu`0TF9IqF7>ZkZVZ79U7P z%9L>YIS0#AF5}>=ueVZ8v3l;~P`EC!3mq;MIsJJ@$mX!53e`sh1%rhw4HaSk`SXVk zlVFnUP9QI|e(nMuMc`CxaD297YY;gRhoP@@@??qtuNbaClS8>jGZ+M71tQ(L`1ZixSsJ}x_tRM5*8l*S^Wwj zt2WoZqnun267umQRU|bvGqhBQukXc@Mtbg==F^#IosMVn!n8v}Lo%d@^TccH2+#EN zblJ`*<{7wBYU=B^ZqafYcV&d^!5g0U;<6l8GQCGnAJQGqD+@J{X4DzAF=AC0Ta%Z{ zPLL;AdQ)pRN29E1e0gph5IyW=;c<|1xIE&qtAPt!^Xa6S!OjJb?FA( zMMSOK`qPl>(oaV7Ia!H8Jz4uq>N1^(G<992>K4DzfaA>cq_DvpjZUb@)cpLX;^OdR z;6j=E%54n7?cp&>l2)XBP>6` zTcrHF#7r6S3Jwlt91(R~A$xy?SijFWu$hPyKeBFgRP%8x$N8UMm5VALFAtZjA1vn4 z@bVHO`Ff2Px{`#e9!#2#ma`)tWg;16;(dIu54IP5jt_Tf1O-W1tJmIKk5`b^FIEb+ zV5nSy6HL*ralx&_#M-FpGbi1+E2sM_Ur)8vf|yYy_sWDv_wr~3XYJ93Yy!Vs%aVI$ zW@fp^vA~-*Z(v%GaM3?=E7dP<9vK{{5!JE`& zyGNV7G(tk7E4FzxJ0x$sz3)*`w{lzjx>jV;+cH#SQt;wOiek>gd)pa8Q}j$sP2WE~ zWY=%H81T&XaRMJc^_$%>*WRTPJkg_T@cnW92DVXfD4!$(2)@ddi5VJ_(KF{NrpaU| ze7;avSjfniQuss0y|`8V!{J&ZUV+uPNLMT;HsBt?_(-L_c~=~F=L(P6KnB*w>0ZgT ztu3zoJbZIPg?&DUB_j1w3%~a8yHnHc;d`_3R$WmAN+Vl}tG-fI2{u+T!vND)@$oIj zs)+$KCB(##m!svcVYqyT>p?NpWA6{P@5QjNFgE86LuksID!G~s0j#yY>Lq5MEJsRz zmD|uDx=>*qWDk&#$jEna53$AW8|`=bY$ng;YF4~a(Qz+PVow%vCpn9a+Z1nA>jxb` z48767T6c5?Q7wB(?&jvE%SOcJdEz!bH+L2hIX$vd%GD%J_Bdehavhh_%Gbqu^nv6Z zF1f%**WH!9ZH$h>)2Cj-t~xA`)@qt8`etjI_14H&og$vN^5kzFHY2mX?-&F~~*6M@E1(DJCy9G{xi1l5_~;N= zAJnjF=$if9j&+0akH?p;*FG9NsiaL z=d7G|bv!MD zLTMs-%u71P_7#uZcMh0#dUBSQEC2~eVF)(wtxx@cQ)E&rJV&ixz@io~@|@W^HQCfK z%hTjT2}zmd2oJLBVQMaWdU9-8i;DmxArs$OJ;|GgC8pi(spK}nG+{Rzpx-+@)F69W zs5Ii_DI?zV^l0p6zK3>ns;A+y_Tb<_W_VB2+_+6%_F)-wGYjgn@cQ)6ytcUSg5I;ot-D==I(y_^r>U9KV6;>q1(KrRc?L%V0Sg| z$aQP}hwa9+^vpO6NyR*E;R=`SuVj4IVzD$1E29;Kc5`yX+-4D@)z1AdEtGg%lD(Bz z*8_fu;IV3!>u$K*zyBI=?h)dfmzU?ZKND?xv}c1w^(2lfwC?nHH7qprw&?LzI1=*m zcV%pL@33=BZ0y2QA!=#>pAcvrwGRs7clh{JkB*Nc_Z4YqXlR+4yDg4k@RT~AXsDMJ zB+13F-FH~}b(_*{?e*T?p0AIO51F9DV{sWBLd)gkD#ukBRn?e43SsqqP0yosADAq0 z*^b{o-ajL@v9Zy$lW0@%4u|kEqL#1wdSh7hbYI>mXgmdT<#Tp6(Mp&Gm4*K3Uw-X5FIjbY>g;25`_R%UW{>m}FQSw|NJQ zg05L57HxSlVIBY4UhVEe`@r}XCOgNx zD&LO(eLtZerX`MyibMt#p!Rq40? z{tWMkym!yCp`qbS{j?r1Zksb=DJd!0xm8XYYJxZc1k7REiCTc@1jXgOY=OZFW8;FBP^>P-Vz)3oEPs;c^8 zr!uV+ZZGy{xPbj%-{j=vzS%bC7pxSau4f6ZlJXQ2%fnfp^MXzkzkK=fG)Bi$nPn|% z&}#XptoWsY`@La3)j~r*Bm@X@EYq`yn#vber%W29kCC?Zsn#ch=Gpy^pcL7MRwam| zt8Av;D`h=@a^}pL2&_+QYt|JW$CW?#KJfZQv+D4eo&p6v?*&N0chf*^lZuvB0+Gto zu3_?c#N6*%^WF7m2Ft7X#g7L)$)c=xdJ50Oe_5W#$I(DkaT6NPSx;F)T)^cP{u)v5D9bl3mr&Cm)6khmZ2H2dGW zcMTXn5DI$F-1DQZB+6K18x5dv?Q05uvSv#1m#u>hQ%k$z;pce|&y1R$bA(OU`GFcR4mFYptbivK*4!`>AHFZEjl?`VQ0KqdS-Xl`%cQn zT;QfPjLUM@U6v&G9kuw*t7LrFL{E=6UAE?5Q+giZqwEEgp<-MYim?R8~x63BI|Ov-4dU>^1JG6`8a=_-5jo$t9&f4!$yF^ zuVwfCFMRk7i+Odp^78UmNO`U}u8v6nPDEJV)bRwcS{pXc(}Sv4t$dZ)?j8N$!Gj3D zjQ|1QfKjYE+9~C}n$i+uO3~Xw)$qPh74Lm0J$|j!FM_1|K)|f7d$_Z#TIV4Q<-l&x za%E;aY>>v4MXT~0Vq9m#Dy>yq<_T|!jC!`kasxn$KYH|Dt*XG=;K<6_n(bg~!5e%O z8t6&O;bMiTk_f^UD=mWY+Vvv1%HN-eI^(cguqmOQzONLDn^oA(Tt-Hm|IYI-)4R?+ zuX0#Mkb;5&x^X5E&l92AgTMD?#&`aHrYWgc2-;fpFM2+OUN5jP&{EBlPm*Yx%M93v z@By3{dq5R zg0W~Itb1Q?ov)K7w0b0^@Fgq3r0hsQ9N-~5~zfM7s+vRFLO6ivIsJZWuEZZgc z6ei;tF}Qf<+N8)xTIBI;My>r~6cPe>&S2T%Luzbf1i#vK@R?-O%;}+q!7fFM@<6cY z2|aXGC<++etmX_YKr$HZ>St$W{D5I?JiRKr-8Q^$W%~Q}?b~#lgaiZx9p-s8bjJtV z&;FX4{!OVlw%eLlSl`-;fPvnQ-afFAFchFc7u`l8__Za2$V?rW#Kl>3YMGEbFy~B1 zO3b5?UCI;V0g&rhRPYUo!?w1zceuEeNO)gbaHy;RBTfT46c!yl_cYL`{VaYcsH96D zdwnt%YP9EtJxn+Uztz`^h1U)M5~n^(ms12R+wb)}`CLqxcQ+`hKk9EtTAb19sDSHE zHn6yhh%>lOM*ABx98l%Nf)3ezctuK-0aoLo>QA{IX&gUxJr5>Bv^;^7@Z0~55Za#(=Xf>$bbn6tlmYc%GM}Z(fO|6ydh;57DEctLGf1~seT_{K zlAh!uljQQ3!Sv_XNPu)TqzwQWoXXB-=A4wiHXeM*(mB0a~cQ!B*nKCslf}H=RdKk z-G6j4=XoO8eypPHECFUyPIVHz7M{AYwodVj&;${8b(p1hkW|~54pcwvgWhiH?|+80 z0c*G;EUXp9qV=`fs^QIf+vQI<=$O zoK_4iAoH-OfOJJWZ_c)d+KGSH0oycDP&?mYmG$y0Zj)-TlyE z#vQ!BFd#7(kp=Xe;P0tzt-MU?y|84KT7xN7C{`|r!66&MbnI{eYvK+a-J@@fjlh@G z!CsvPvojJDYBc>LjpR+R^*COR^3lErVxPu&m%0!TbA4?s1S}GPghlmFb1t`2PWKWQ z;OT~dXR6TN59P2hRFwYe?|?L*y&3InCvfGS z1}7mDJvC4;X$qeoap-+JhnAi;t9EpDGpG)};ojn(b%Jht`OWIOnJu^MH)o&t1q6g+ zoxRZZIaq{ItI8qLB+2>F1za+EaMhpIezckYe%t7Kr_)s-hozW8im9{Aq+BnkP!ZP7 zgW65b>&=8|YDLC<#iq|p0i3}rZv!7gpW9?hv#KLtY!w?=Cxzu`xdN2Z-4e5(VSo&A zH79wV$Fda8)A(3aV`F0+;B?@#=UGM#gFud&cV|;wUC+wo+WkUZdZ-_?6KwIjb9ix4 zp?!#?i^n(Sgk0yrgEJsR_^c9I-o1T00R}}SzZ^e5{|ihmxySwtAs|ZzIWB)aU*3xc z58iZyMg)yb-NkHyPX4T%^&FK7!=L!HptOE`ynohh>xZP7kD|Uy9-&KcvZfD(dBT6E z)am{WhtJ$OiLUqt2df;2xqRN;^J9GTVbPg-uItO?0+h#)@&=Kgr?xc*9>iX1Ir61z zWRVg4A?t%JQzrFdspY4>QW7p%HrZO@D*?Od;^GH0X%2{zKnwP~p^1s$)>~(8)UpE{ zZ3YVjc#{|4h}JS##Y)ORr7T9v@ga`*2B)V0mO#lv#-fObn@ue(lfV?-!6+F1b1l?= zOKD2A%6AlRRo>56^K4yg4k!4^F+7$e;2mQj;BiZWhU`#KgQ3H1Xk^sT*m!mklP3ux zVF1_9SIQnwcjK&9w|J&F<#m|Q<`eSEpZ@VJ9Y0@{SZeD!VPUW*?R zcm@sBl_*FEy`(I7vx>rP?S6u&r}i?NuP;|RG-nKlkw4@rYH2c&Z1#VZAd;c}@WbVU z0gy2HYEfEh+p9;$|HrY@Kk3PT zFWX3b`r4o%H8tj2oRqja!L3{GGBW7VWQaD)dkE~WTg2Fz0EuXnBs6A7$HF4Fe61rJ z;46m9G;CNeL`HSIO(ENH+D!E{gDG(TvtyShrs?1ja*dcc)8V2Kk7?f>v@@64MimVW z@9fs${`woNO5Qbi$Q#kdPJPC!HNK0Mj_xb@gV^)u&asvKCR!xr_umfEyt+sk`HtOl zD`lmFgy9IRqgSHfhPSS}lH0WbI`Zad>38K%C{I(P-U=w}#+ zMu7YYFx||29?&W!wFWu=acg;<0Btb|QvU%27b91ggJrh&fl0O>#7Dm>?C!$NzXz9tii6`ih?_^++DRSw ze{XE6P^va=efszjp`f5BcUq@LEqc%~R9sv)fvpa7^J;dIZgxAX60YpB33zJC2W zo78cInXQMaAoM@=1ZfCMUtuaRSg* z$a>CPY&k*zM%OtcTfO8mB!}?t|JJis_A`eehyDNLuy(O+I5;^AjJru*E%coSf!6x=(v5u2Q;*2c zcDRGWh41Y{{O>U_z4e{wNfi85Ygto#}h;b6Osxx0f)zt6NJFY#*?g<2D#?? zU>NBqKJ$70w;61AvRp@I_2LllE<1o4a^3JW&0mSc6CM<$8N9!3O6v&*&WiODfV7}K z?9qHZZ@S5{cO`jS#bL>V`R|plAlE4=^BjmaHab}Yz)t;1V#G#-@-rbJp=odfqG47_ zKY#xGU2AWg!Pk^s(ZvS~zcO|&X@4&OB0h6^^}<>3(7uCK0H#L*atj-Qz(H?gx_xhd zF8R;Gf**7d6&u?%lb(bII9_yqA@yMGumf^}J9h=mV8J&tEESfuY_3`RhSS#3@g_Pt z*D;5#J6V(x{kD5~)hWgBEqI{l>ev1>vV*I51aTniI+U2|F3iB&92|;2iO6C}f9#oj zK|TG$)wjs@YQli!`~y;l z4ct7<{1pY8Z13Su4o_YglHgBqfNdc|nGa84hFm?iV5fp*FyH?MA)yaz?cRf*M38$M zZQA4ChdM_l;M(}y_Sjm2Df6nIE2!EHG*?czRVEsr^V+a?(y)ZiIypI^OT3L2>`FP} z6oT~;_10E?cSS`G;udD{Sx+FyM=)*ZmVttuM?m4^KVCG^4jESM_q7iiy}C$ot5ra1 z#jB*(zTkZ*LBVWBfPKS$F=40-3Afp~`Yqn)smv`mw&0W@q{`{jMokzma8&xs7FL{p zlv--sxpOCjq!E(1AB9G;@tvsY1FlH#{(UacCaFnK80zuPZC zzk?6v(`^*EoeN183c8S}z5ywq^z`j;i>AZXf1Ovg&C~@j`Hbv{4bXbSMPCGO3igjK zu-02Q(+*q>@8 zE#sxD))^Xl_#B$qS&KXOMjGIds2CY9gKsIWu1+%Mx+;unD@Mt5k=b04f}T)XaBr~? z)QHHdJzzwqjOfYUS&)9X06A&4uZA1`xl==VATyB6J%vgJ%S9iOZK)?uln=aI$f+2a zXY)$)--kBnKK){a?qB4C?WMU~zuI={V+ma+bN~@e#BX~C&SWmEE+5A1 zq$+m%bv!&g2$z*I70&}0wnD^X1%U=ROb7{J)!h4cznA8t?ZUQel>HEB?IQ~dCNNNZ zlRZy}Z_qt{TKhVSV35qdfQ2vlC3caWtt}h$H6mta#z?@b9SG#{54f#}7kGGv#>V>X zVYKCL`y9wbPTAN4NInXKXl0|QgoVjbYZJB<3LpfV;eCNaz$B)sN`$^c-N|;|{O>B> z2M-^zgMc{ILjGdi5E_UoSx1>9ij!B4q@Y5&%EG;R$6HzNk`G52e z%P}$e3~uX)LKn`nmi^X&BvyO`C2f)v&gVexzuFU4_phsFcVsqj=WNw1czkc08V&>q zO-s1Eh#!=Jz>!E!lTK(%XKBHSTI*yB)T^A(X#FPZ*(ZrnH zg=gQ?+L|R|veO(u7#bDzzLml?TYR-&=4hwftaicZRIo!iIQ)Z4@;r%-=^g6moi5Ja z4DvJh3Kg3h8xNeE%7^u?;hR1JhiL%!wQt*3FcV>PWRhP99r>}$MPn2i9)1>S>*;yU zf4%Se?D>UTcF|?v{d_3!N%P z8?Mw|&i4#p@AV3wy*(#DtgqycGOe#gw%HII(D*$Eorvkd;rD6K{l4A&x})b- zP)!ncdd5;9Z&7tps4z$$mS1%=lI0z`YKu-w9YSiPIodCYwbn&djo}mxosA=7!V6+?{5L zSrivfRhFad0*1kLvL5V7B_curiq*S8SM0?LdYITog`;KT9sx@#=_Qrp%nI23R>+OIxAJOfE6_Q8yxOkJKqdE3)88*Rm=LEMcc{j- z>3-QdPK45Vyq@HQxE$p46tex2Bw-OkR4V~i)X}8ACGBD z3O9djsMW=U*zPykq2p}K-PsP?rgf%JhrmpW239F8FVAa=O$E+37;vzZ6^?;C@|>3~TS?Dw^J%}lXymPX&-si< zcLwcGj-1ywHo_|G=HiNbV>u-O#UJmS_KKb|!GeP=u=DG!3UQMiWY#%k)|dwJ*@DGs z_B@lpNJm_BYW}kqw$sf!ei1SKk@C)$FA8=`gY;^Of+}A69}9NI-2F0Y&lX>?;!)AF zIOpyn=&-^U(_Q^cbk)hdqBqpQL1tn33n>2>ukVYOgqH4-Gj)gQWD%m zlP4nhi^~3E$!5<5_HRQ0Twwj?3JKRmpoz~hk+HFUF)>7s69sPl`0)dcMqzc=W~$|? z??oP~u|VL@)KpXm@5@n?q$^Z8SfbKW^k~hyFbRSZCe?i8^P>+B0QkPwxH=xe+Fj3H zIUV?=--}G-(S;!(Nio8%Jm7M!tyHZ>bylMK83DD)=4_>_ONC7QDlnj1h7G4CNlN#( z;Fw17C57qYvSDjtZN@lvky*>(qKxjv_m8jDTp=|DNB2y90oix6r1CRpx8Zl)nDqnr zfEJwjS}}>+D%Tt1c+f5ADB>W&@17j3J3aFCzW0SoNPA}|r)$o9C9nu4#1OO$flhBn zN7%%KZY;mum%gZ|C_31O=!3)=T^rDZjYb%rbci7^G+U@hwJL`kBm{ih8FyG(ih_k# z##3B8yl4<3(#FQdej*y{z4{Big@GI#9O(BzGRlA$!U#$miz=~)#acO}4fxXIsNVK= zd}L#9DmcCv-AFi7ztqdTbpMj)vo^Bw)=1lW^1946q1smEjTj8)A|nTOAiDbl&A2fY zEb8xTz+dk&M>Ht77_<20S6xw{vwjD8U2L~zUF&b#M2!4MvD=c2i*P@Qc5qI=?b!N( zzQ($NN<{eTTq0+;6yQTsZ*T9UxdcWT_CR1u?IuzPyG})z^e6Fj^)-1zgxip}T}HrU z!^aN=c^{io26l~Ng{=`jKL4xv5F~%E2*R`L?xmB-&4bP3^WJzO*O0zi_d`Xi&f&_y z&4uaN**GT0#X)8)s$iiFUujnv8Gj@M-X!ux6)kga7uK`fkh3d%<&8o-X}dzR+g+9Z zJ+FbT$e@f2LN1wjn*YTuVi(0Oei^03I3E|wEw<*SVmNdDZ2#iOnIq3*9aIy5N4@Vc z#@`>PSz&t~20`Q1c8uDuWzixTm`9b@WzhZzNwQ}S68=T zfAl}@HbksEjH-uj__MtH0Y-(OyB5T8h!UKtQc_ZeauxxsMJ{aFzkC1wjF*}|ERdWj=e2sG z&>~I{%F(LNDmPp2zVgqwv*;k-jN#YqAm-1vUwjVs$yKYm<5KA=8vc(zg>24u*+1*D zN5M1ZZf?Low~#0}?Vm*pO=5p=;3w;6;`%HtQ>1AaH|=DY3N`V1-%z?Lv73V?eg)aIfa zlps`o!Q5=Og#h~jYC0RXT?==ZvPvQ0u~3~=wa~)_G$gY=-(~P@C8iZB%&7Y{q(!jd za~?cjZc|aGwT}<~w|9{>=YNm#Kks78UHc8cbT$dUZ7LE1OB~@lkhI|-0AvMwwQ!wr z7WeMnl>`Bj1~5stSr7XT+5(O%*^gt!Ql)QTQN4Tju7d+c!u5%<)V~!K6)2=&Q9*e{ zKpA*UY(~IMR_sw5T(#K(^BI_m zQOe@DzP?MN70;494ouZbEn+u{UM(ob^4X+3P8QJ;C+ox-6g*Ugk&+v4aN0w**_0sI z19;-tt2y_t!7dGhz41Q>dmzk~)dXy@m7yX@qzy)7WGR?~GO!|X&TDJsw?^&hiEGg= ztjV?CkQdVHi-K?*lnx~5EHGfe^`(J$Gk3JsT|-2ZK8n#;@+V`qX6kizDi-qf1nR2UDT(CJ{_>vUO@A~{;w14V#hGU2|`zM zIFfZ4=T@2IZXP%%j|C-GT{Y%hEe>_8t{t75FW|J@IIgz4P$VG^qk|SSGyVGE0K^Rp zmvC_GhL-(&p+Y2K%T;S~H*$8ep6vVBj<`%R3Yj$Dga#+!f1+EflPY?4$eLYLIJ)eY zEqfJ~#)n#jD$GH`fDG~vUhOS*$mX>%Kd;fG8 z{7#p-sFmEd9zWZWwp9}|2-gw!f^>75Vz4R9AlKa7HAs;L6ML_xK|q4>WdX<NIfr=aux-hvkAO{+38P^p=epH8DLqOL|XUUDq(M)AThMoSIhoTRz8vwr|Jsk|DHY#LY`SNZVbE9h-7gsjgLG zB0UuRkvaaKNfIO8|HUVls4+i0FX66s_ zbFb`xqOWakJ`=p6r~vd1K>QjB$yW#ZG=PCLhl{CTPKavFu_}{+8YWyC52ZOeIzp); z>~TL^eu{pSY&rwf!nq3URNiL(Bni?DWL9Y9>O^2QSMxRA( pzfo0p{6}I~N^AT7S+}0zW$$jrp5wF+gHQJ%(h_pwxes*T{5M?acLx9f literal 15005 zcmdUWbzIczx-a$!D1%BVHKL$&cgTP=A~7JnDCtHzj6p(05CH*c0coWhrIGF~X{5Wk z5AHg9pMCB<>&71!mo7d!%=~`u?|Gl+Td&{42a=a?ujAt2;9QcH5?8{(Ih6~)zavh= z-vku(8^Hh0>&r@t;~by-iY-eH#=)V+kro$KasIeC?51_C`&eX!W8wMGWPJ7gqK5mW zD)V$Ttc2DNuLp)Y5h{zXt3~MFx;s!+;)%yrlPTP^rWET*NuT8RJR;tmE00t0p?J|9 zYTqHfu;JZ9+j9BACB5PMhQuyH$1CGaEgxN4oBByOjIGIA*U#eM95qWVz;)phRubYo zJvENN`S#T2EY2T+{@OU7U-|pf-?@VJtetkmSEa7d8>a197aSQza8`ek+bW@F!;wYRtHtBE>CkLFuyj+T2cF){6L%;k9O zJ8GAQtu%#mu(7d`*V&SjP*QrXjD0uOo@ofCt9whOP{3>4@^NEh!?^6e$*&cog7cDf zEG1E#rtb<0wo@@_(TZfdySv5iH(cc8sHmu;qvP${w_CIMwdcx7aO6nsE!?i*-d9rU*qH0| z!6&O+KluLQf^lo~;=+QKj*hU$-bPE5K*i3_R~5%c0+;=~m%kCB=@}R%e*VNZPzX30K7LG0L{zpt;x@oQCg}VnAt7O& zJX~&id0F8&CNy+R@%=2fzMB)r0Fa~^}P&(tnyYHsEW z(5&$EFfgD&8E!8P)6&w49ITu{eag(Vs(N{ekdW|jf18TWZZglj_Zn^uToW4_rL%Um~yOPrjR zhNKazo12yv7IF_BaC33p#=5V3zmTjDGg9VOkeGNIHM!8ABiQQZ?EKjgr(1fUuskG2 z$gQWVYojAk)?w}2vont$KlZsyVP@t6?_XS_I*7NpKLuaoEOxpJZ>W0J66wmJX~n|;z)#*wQXdi{L`mfLPAj^rCHh~TRW>0aF-Yi zMk7E|U;k#b-+4rG_1Nr{0GULkO&7Q}r}6$o75c@+MR_^7*-r%pJg85_#Ssr`>*}te zXICl$<=@X6a#SiZhY^sm8@5IZnQ`Q$$E)6BSn%FD^ndj#VUyt+E&%~Sii*rkSZJt* zhK7W=cv}OkCoLV_x*+V+IF~$8s`z~+Rn;V;?Q;mpD(v7qx8DdKI~`v@PF`L}gP}u5 zeZ4Od&GG|*ii?ZG25J^q6zkH}^QcLv2Y5D0ZW8A%T)^A!fQK8Jfz-HK z`PE~tBM}cJ9=1I@dz+81zp_$)cWsJk&_Y?mokd1QX3}og8;?ZCb?!C+!CRxo&~^bQ zQ5BW;FKDjuQ zc#4XuiV70FQ!#2ur^O?r2yd>Zrza=(nssKV$bOGIJ}h(?FM8&9^myOvir+0kK`rL6 zx7WG+xf2HhqN0Z3H5I$lklZIxR8>_ya~_}9>*yd!KGMR%0xc#cD=X`rJ?g&R zOyzZ;_(amq-d+riwy?CMASb^`LnA9A19z*I{z#PP8X1`j)FEB8Z7H?Ehm}>)7YP$} z7oKz_NWM)^PtW%Zy`;xtW@ZLm&wg{hoA_9YKv>x1gN^1Tg>PJo)6J3kYQ3)cR>S<( zBc;aMdXlW1J3C|c0RgiZHMO*|gH!>r!g!axGL!t*uV44)829${&|mX++^oZ~nc5jj z&CJxvHk1|>J%utnI@pC~O;Qp+jr3q)WMqV<{O0xRt%d&1I58j95q@8ULBRQBqdM~M zD|$`stm8laX^{Wv5xbHhc;08CP)*k(uf~fSiLdJE=_w&`KHBf)d0j_y8)9ZHsfzM1 zWerVDx3C-Y-Lea4jmTH8Uco%;!#w5J;(Hz!tE(6O{{1aS6b|-}Cb*c3e@7L6`eObR zEckDthktt6vk4cSh3m0V#UA@x7pUAH>gp=c{K4JbJv%2SoWRA!1-4OI$gfjKxc6#K%K=W< zNzJ>pwYAIT`&MaTXa4f~rJ1V~8yRt#b=^r(p%0Ofd`tPp@T?es!WT$lV(3sXmb+4vYckJ0Mdr1t z_V)I|xE7Cl=!?0Ot7%s>R9%goaS4~pcUso@+W5>-@@CL$N}&Omsxj)N{xIBMsolVN z`eAE%G%LdAxY!Q%FP^o!wnF5`a2K2kWhxxwXd$1}Ok~9u?V5 zRr_6qA5W3ZX%aHCusGP6c#DUN>yW+(qm#T&U0uEGV6E}Yh0Bw?EnQs>fMi+9cj8l0 z?$+57Pzq8r4QoT67KZf?nBWb#!EMp^MXzdadztF`^mS7*V@mlV%+OMU(LfsaX(Q&TAqV5G2d zbE}3CX{uUUX26$ObFoUiYAJ0TVe{6L?dpur?M|97DQK`eJ3A)A4r`MQfSP$YIcG6X zmmC=LGBYz%aKk^isc2~MJ1+En{79~?!Rx-W0=+jaEp6_TnR#MjqK=MEZWQry=7#j_ z($WJuBHS84qC$d#0GN;VezA1lj>$Pn8R&%GY4Qn+#hPRan|9oS8H%odae-iiDbM9l zJ}bIvT@ZDPjcrxeUWLv9zfQnu37=B%QJuW7IqXc=Czm~5^%fjXTPC^;>Pxh4{_54% z(vp#t-5f5~abUz`*;ttE0su*HS{?zYrJ&`pJW?hZKyI3v_vQvq>U|7eNBY6h;eJ3s zKy-98Z0X{H&X;@1j}>UJ_}4joCkhu9EV_x7M=PkVUF#}U3Xin%A5d>An^{S>>DtdP z{td`?V7TpNnjkcioe2qolv42V@FLj^Bp8Ow@*)6jJG;8h+wt%Ny8rg=TM}iIfKz5c zfzzwdq&LCAoj^0}?CgI2{OO>TcxkgW$#vlQIXvg+#@8Xuv}n{Gul&E-nr@9~Q)AaUhS5_@Soe4I&~gx2=V~ zzCH!vUGc&XYH3)c9nA7)XD*Zj zuGZdgP#Wz76iG-yL2>o!RU#syYuBz35n*(6j;fU+ZLe%@?)}R0+8%b|gMJ} zucH~S6Y#XVW`vfyckk(!rF8WitD!>CV=7Wo6KiW-Ma4LyPH20*y-q#p>N1J%W_AY) ztYvRqiF=$U%3y76t*NP5Jc+${6`(ohRaRD(f`UTw1hsi@rjX}>Gdu?jCPaf~!}X|& zKtxVjdKd1txw#qUJ9HI==o#2GDgQC}njjs;kc} zE*{P$$86qhsFsxr7^2l#pPM z{2+>xr@3JDD5a+p``9J=cp;}1fr6G3%i*;*mkbE*b#Eb;Rn$?^fPF3v6Z`aM)n`g6 zDp3jC{fV+9aq@{urpCs`mX`8#9PI3zRs4K>>WxVS7X4^Mk>_DCtIxR6DpXIy$=P`~ipKt_9PB(eXz*I#zmm;|mLN2^_4fD*&D&Hgg|%DgWZr2u!B3 z?-I}Ij*NhcNthRdy-GY1`UI+9r_41agp`~--AHreaw0(WN^+V6FGo?!PF;`9ki^6( z*tWnvU{__Nr$^A2!^V*3LSOt9K*sSB`7S&>B~gk?ei0s=X>@%2&AsC2d)u8s(b1Xt zIAu=I(LRQrlz8O#+S->$B`qyEy1XF)5k+%HwQxCAz}5xUx_`TY(>HEJl5sqSy|FM_ zar`5Mfs&H4>9%HaMam|5neQ&`N_KYk(2!Q%Gj4BmoDtEUQ*3&=T-a9Kn;YA8R9C#oPu8mGgOl+81BczdFrLyciRCZH{6!8+Svjy}G3ljz3+lTkeSu1qf zN00@WRd@~y3b}5?8l+WzY-(!4V$Uw7A<>?@QzY60y5;Ug$;mUYA5TDRUmxj>8?rMZ z@~a@bV3B)a{*+F861s^>(kyJ)PHKz9l;JLOU5ClZ$*zS~*0zel)Xlai3O>6}e_6a| z0i6PTeC^WOEq}bCODT67Xlwgo*zm60W1lkBJ}k1KxgV`T!ZIqqN@M+ zvBU)dL-ufhUC;y`ujW#AJE2p!(5+V~HWcYYpx#Z?BH&_G@qD?TT%9MKo&8w}ZD zXYl#uqIr0Dv>lUEgyK(n$=dc8S3A3G*evt=WZ}O#Dl;>)*?P=(T>MQ9%v~b?@@BHvNYJwZ_}(dHMO51`FQK z?9R{6fA~Nekz;FX+uz?0%X|y_;ll@V5zm8OU9UtI4xr3gxw#JO)6EVImu_$iy6*(e z>_Wlr5ud$q!Kc2y9&|!Ft3!~kUYx&_otwL{vhoOus-oifBcDBh7MKum8W#@*`m=N^ zp8V>O2Nu}OGx~`RbEmwx*tN!=$YB@Wq%n-eeCYw;V&L^QHa7R}eS>ZdOe`!g@LmkP zU@PF--Mzht$jA%l&p$RYxvTWtT+o18PTkA}*x1(C%>$DaK&D_TL&y)h=TzUMBOMhEaORQgNW9 zqSD2mI6rH;HG8nT4$r&TtL3bQkKPt1MxoyxpN%|EYp;VabY`TJ{1iN00R1dlg)4I+ z)}7BI$|Ruz0fF<`{ye)L#Y}y(YQgk*@-p8`(twrsI?x}u%zG?`i!lr6=uj=@(IWeq zXdyQ(Ev@RzbENqB$$3((Cpz-I8)WupagY@M`)V?)=TAGpgc-UQaGvTZ9uBmhC=8~a zgrqpJZ{EoyRvd0=23MfYP~Y6cxB}SHCpmo&Q42!#hyUk{^dB1hpJvOS^ht0Q)hsP7 zm6YDe(Ix}~2|;1q0Zuw(0}Gs}dkY(918JU>4*w{>`QgQCQ=6i1P z`pp|U`H1S*A_fK%Ko)4oM8y%3$W9yCU}=@9$>l5%Z z{Oi>-b92(8lTt-RMZ;xoYNd8Ki0>gZq|brglHIt`c^vuSL(>N~u_0F+L?-!nKV{2m*pISdic1-+~6b zvn3a)F945{!on577*NX=78o7*a9)xGK>Iv*?wr2bDV&TS{r!9*BDxFoM>S)WK@)`_ zSMKfZ!lug2Ut6<7`vTGG^S);;;B^E#L1~;(5Xv)VA}y<&A28t8G@PfZ`X*nc#?O)c z_w0{<5-|RyTync@(m#JT8Sw`WY1J*x_Wv#SYBC~J@dOt2bVdYt*-d^=g<_sq-pG z99OSgnQo1-HZzk!^q0Ei%%7%Hi2f+(Vkah6mGfCS%N6J*z^TaK-~B(4Ev2Kk0a^^=H7 zTZSeNzd8oP1x?yd+-_$@FV9k4Qxk;z?&kJRP#mP_Hu)o=Ex-J5U!Np)$#1-VUGQ+O zHh)2_0x@q*l@a>23p%PR zpgasFQPvzxhehgoLv|30$BPcdTW!4_3gqB=SB{R3wzq$ck4Ib90D244^(;zp1j$Ma zaS<1{BbzDp>(?M;M_=EaruIXN>yLT!zYdzcz&w12Bqu*u85jGCw;T4KoGJ%k4lljE zn_*`*lHND(5kt&%CclLX4A_n)uS;nLU1F*4tAUY`(JPgG&gw;i2;;3m>k1*5kMrFp z__~XDsXu4NpNJvCEY+YcK)e9u=_h{kKz8m4_oat7F4qAH^~PfR1_myZvW`Lb!6LoU zK`{Bi`9g`kY%>CbE+IbtaceZijT`$7bTJ^ux9z6Ng6jHj_$+7@|HhJ4{ke zJi`;De;BGx#j4;j0)ZuF(Gdj6(97#MO)YEwiSKy=%7xk4&-{|K!R@DL(eHl05jyvmoG3Rflxo&kDOjrukaM|@I@-AtCNwC(8+O^P|k1m>K-qZEQ8*F zK$)7Ff{_azSdXn2s66{C<5d7TIvN}YsW@8~V6>wVWJ0c-_PZb(a6XZmNX- zQR0GDzV+w>1fRn!GRrnAPD9$rC=m==0BbT-^vuj#TU$##8G`_3*4Ed-cSWFJ!OGpX znJJXFH#ZYyU11+MJFf_`1UIB-WI!=yxW+n=*{eL+T2NP3?vxE4Q z8_XC$WC{GlJ;M7hro*2&I)Vg}B*4rI1K8N>)!VmOnVCt8g+)ccl8(l{zW@Ue+7J9Z z@Caprg{Jc4{!=QgNyIN*ezA?|7^8ZG! zzr+_56xdwul1MLhT7H1I%fOHjOh!f);U)DhICxHb93c0cK1|>Jt;M&LLO;1&Uz_dA zhBBhCLls`S&Ko{dp43=zNlCm&;+|}98QIw4f&smQ1~l%X6Zg>B*;y)4sryW#8t;#( zwUhnRa|h4^aH4J_0H&bTitTLtFahzhX`;#;zi&>!Gg+Mg1FZ@{#%1>Y%ZE@21PZh@ z;QHWc3xZY%(p4{%@8{2V^d{3hwk|Ytm|I#dj*Z2-;IQbFN+DqXLzf~RnCnXET$^f? zmzRe<4?U+!aDo42!a%=;zuwCP)DdS|0Jc3C>XY%&m#5`v_cmLYZ{PMtc0dc&3kYf# zsX~}-KXu54E$y)OSHscc>KUTz*JTj4j*dyeN+}MtugRL$R0ctbq4OdbeYmkT55}IE ztR1f)1WL$l3m+F3+F36EXIHr`~)aL+XFS^=FOY&@$o0(xohmK zRY$s7cVC~0g+)5I@}fmPlcjT$B9PpB2-_!5Fp&z!Wa)En%-mtleZRa$l?#cmp+-T+sR9dfZm$NlyX(R6puP*%f;0 z_=pDe0R&RWK)_(;9MxO`#<_c?8MZK|Zok`)oV%GbDDt_;oaZlIbWd-CKYAc^EhCFk z$hGa1v)%*HKcVhoggp=_pbvycc3_on*9XyT9LpcxPVPOI8qyX4f@VtD>y;IoBCQks z9E}*(=h##KZStbZ-o?)n`3DCF56p;x*azJ!Bq(TgcP0kxRvWPSG?<4>Dy&URV)NRK zUolT{VF*Bjd|;jsyr;uRLPV63nVEXH0YzJ4*l2yD)F#^fW%8n1qW)NYNMS6Py7gYdnT_zz|bIhg)(dZ zSQqrb6l7;BJ#q&24QkY2zNLWchKZ}ItEy@!>twQ{yK{6hi!JoI$HvCiLxn-*aeJU< zq%J#jrcurVTD;{&Fy4vRL?ao%8kw4raT{A$Scve+{QSATwY9acZ^!F++l#9ey*~#) zAarIIY7rp##zOx(Y}U%iZ(jS0Jm`A!tTKtPhQ>yklN(2{m}ysd!X*z43}}$5O}Pj& zFr)$T$tqpL^$2ql6B7dghKBK^;l2^1rEK0ofiB5psHl#sxsBW?YTzJ z00f=Y2fX2Wuw(1)E*J&K)E4L+8vQ&Zq#NLJON>Z`X(ug+gKceXpt>|g^1NjxrlL~t zIS$9FX?M4^GJWKK;*Ydj=ws_Xlg7U#j`*6Bvp?=bh28$1LK%~u&Zw)a3v~h>1(*eZ zB7MBQ4>vj$94aCd2{xg%T_+=J=Ywhg;K2jPaYV>34i+p&IgP}n?eFcCgPQ~9Fvxr# zI88f137chK%oj07L`@&T z>FAQJN6Rx*TLEst#Le6#?!m{l1K%67vYSo*O5fIPxHb7L zV~D?p7^H!e)DLcrsp%Y8(?AjmE>rM>>j)Os5+GyCJnLUU4Tf-mRa^#*@y7X^1!>Fu zoJ|apulY_tt;e@-A}r|s6REoYOe_De8U0}Z1}3M-JzN~iAh3fQr}WiUS%U-6zgW)v4|Fo$&>HyW~|rCeP2qByy^^K)~rWw4uU|4k|Z&Gqcrvz*;$ z_yPnx_HrvKycpEZov0Dw6B82#hFyjPob2pttE;BXt~e^7T5tkFt@1h15+VqsZ@mMV zrEhSsz!QUWt&*@BMCjVmjA<8PM#l8bzeWWB4jX}2qU*0{q_4jQEQ*1FK{53-HTe0q zPhkJvx>eoR_vlHI3O!&FaP$ko(a#308RX*B7O(_iauB6a;^2bHk_{#?=rz#4^a6^C zT-4RWVek54PL2H_6z>5H2BtA+ByG|l*Z>Abk%>BhU^Dvut}?dQ5W-gQO?AeFr(^lo z@xktKu(7$r#B}>4)>Twk_+fWi@@Ws2K@tf`vUXs}Ak}~XR8?6S`1%h7GT;v+twJj3;~GUK(YJ|xuh2Doi@ ztAT}E%`EQzn@c;)b=+S-SBC+*hGgkX65Q?030`J4Hrq<HWq`xQ}X24Hy8Rjn3`~nJk zcT9p(WLG5wEW(Kr(;&G3UngT6Oj}*|)f4{~fr4+m%NH$1%ZF=fj6hd8Vg0DZI-euM zH{s#x98NgVPKdhv)W6%>P103>+l9LE`rxmiklww!Qg(fJy;Y>Fv=o4!1H1*`C(LGC zzNh;=2Sgn=yvS{+(DoGxOEkA-1gQ4iX=)cy0*(vyO-+pS^sdWg+njVU<%e)#;gON{ z?Z4>LEinZhf)tSYhDh*mm2m0{M4Lrb{+bwd{#S0ul>TdC zB4ObD{N&XF2F4+keV~W8u?Ntz9o7J58q~gyJB|Ti8XE8HF?c1lGz zP0CP6u?q6s_qj^Vu3gE-%xncR5eWN#4RO+^58fQ_Q`ragCNwk@jgz5W!p+AQKC}D! zHGXqN_C_46;8paGA3q!zU%YFa5_^ds$Mw0TtGowDhBv4C%9tobSV2_%$LA4a6HwnS zBEy+ML~;j5AC0aA=vm^pNH1uqK~ElO7BjO8r3uZZFgEsHib?<}+w=21p-h?(R;;n; zsjEvSYn=zQMZ};wn+Sr%a8 zjGFmPAQ^HEzV-KKXJhkw`xbJu@4yOEp}&oN|Bviu%ELPm1)GzThIn|d0H^)R>wyO# zvNuc9ommPs0dSH@GoLdH9|MRDVwFQxr+;2$2zhoBf@ga>I}VEjAxEQwgOSL175cei z;Ge1TDG!8gODgXxD=#XazyUCAb4@$JC%->)0Kpw>AZRET8?_*l+?ga_dK4xFn%@3= zT9(Spr{v_$W0Rr`D+`N-&g52T<``p8NGkv!gSiLXs#4fYL>T*I>az;{sLKq6HyZU* z?|VoBD$qZ$E;bpGmymma@IdLOPm|Dbv4H^4psm$(cCG`^f*OQy0v4Gk%>=^KMO0<7 zOoZ8JO^r7)+oU}n$UDR`;Wh13qprU);BqrG@=^gW?5vDK$f(d}yb>HvEH^mMPl_sq zY=2gR$OjgN<=%*O^vv>55kzmRR{D407$mblsci-I52q8r# zIbc(OjOX!5Z6Kfs7Ctau?8}!>q_uzd1(}n$``<%1gUEb)4uq(WfdC{8kf^$>H}iNM ztV(uE{Fmv=6FsKXeK&iH9ouWu4dyS1@9*CIoSb|g5s_N-6S6z72?d_aZvaM3Z8=_s zEL6<#fe%vO%&ge+(6#wYJbyT(^MUpk%uY;j{7#4ZI4+M2Lp}|eZBTca$>%Vfk{DMl z;N{ba&0|i6TW9&!rQM^~7~5c4s%(ZUe!`r%A}_Y_rPu=nvJe;LwYRh|tiSX_dDf zXJ{19hcf!>a1IX-#|A>&!B5+F2kbT&BGsAkWmRCS;O>d>|9|6v{SB>wFX07g|IN)! z2X+RASID0e6Jm5gsi9~=*%ePC7~o0iJ9lp%qp9fz*eWj^$~+Y>*Xlmb@wX5f--fz6 zIst*mUC3eg0_@f(qQp5>OD-x0ErNrayXT`dfMU>8^IiG=^7=XOQNWmQdf@!4hY6qe zxi63jz;G+Gy;)Rswy7L^0d7+vYJsn*nXxp!j1Vio8T7d&Na_}7dVlq_#37j81txo< z(%q(UUO4g*3p41Z>ba+Yw8DWP0g1xClJpa2cbI*6i^lizIO1m{jM`9X97Vus)oSYM z5XGSjYrKep774u(P@z7_xkcEgqVAAsg53|UCV)A}ol8luo<&HqA|UyW3u%#ua#8%4 z-%git+F&sxsC7!66&L6=o@z0JC&SeEGPCCrL2ozY%PyjKkdd~qq2Bbj@!M*FV;>lqkp5JN8 zmz&F@BAlEKpjiNxZq3y&QCpE8vmAt&76Rq!(Qm1(tqod9V`Jl`$u8)_Am;4u>x5f4Iq?FN70&joLIf~5?LfP+ zgwX^@60ieCMa9HalBDTVaO2coX61TmPEHQ|+-%898~4j&`Fp#P)*K~Ie$h6uvF}x^ zd;T^4wdprD_6HhKXIr^OUe`Y`@WYUuf45sr7lcw~$Uye?78Dl`fHN*D&`cXLe^~OJ zJv<$hELfQH<>qa))Z{Tbp)#Dy3^_V{cD`Z40Ayj$ZzKScf)vRnYqJT((e%M+1=l74diaSdK-a-jMh0YHWizwXX?n;} zh4b0dX3$YnQ-e`=>(=CA!RP}isn4mYO4>@*+G4!I7gkok=U<{y=8)rMX+8Ctuacvh zOMY8H>5MOW*+~{>_VV`aHpl4Bla z{&ayN-;mw?9t%2|ld1e{dgW$X=j`aNp;+g0_p8pR> C*XgSO diff --git a/images/hatt_model_sent.png b/images/hatt_model_sent.png index 4c941396c6fa9722be4743a2797de30b442e7cc2..2da5bb7e821e165c92c030effc0e218bb4cc7adb 100644 GIT binary patch literal 11123 zcma)i1z43^*Da!=(xK9Vq(}|8ITp^<}@Y)|zw7F~(d$&*des&`HoyP*AX>B*m0aP_7xkvB^zT_{sCR z@C5!r)02@9L%Br$NvcVYL_wiMkrES8cK)(4>845Wa_q(yy(TjyWm1w);JcKOlPqSf z0oP2bQlG)Wq?D-PtdZJ$b-xr<%UnX-n1?LdWqHv<(z#D2_mvRYLmJr)W2!H!o;9gI z{~kOsPZeV@CEUfwFDFVu*(Tetc^W{mB+FxG+qK)#A!S6z9y)gu-UmLO?V{^we;-QX z(aHRMM50r4?XRPxEB`w6>K37`o!zv@p_ZTMeO2@N^|l4u@0u)*j2Fy;$dA^#D#|j} z4o1C&v#YDsWTncw>KSPlPV#v{Ny$Ws>5J|J!Q+T&_hS2nUs1j{a7d~Yd#nr$3?x_Q z8Q^Ma>Zi!-Zy>K1aNeSP^hgn|zk$4-$9d~_6ywXcw5qGD(lRm}s%}Xhw=ggWs%~YW zUcHL9rE~8C0>y}$nc4DWZ$+7FuDN31V^N|V{M=ip&TMZccEukJ8rNdOz)a6!_Cw(%kc)iEFOTIonBUkJ@ zK0Sh8lMA^Yb;NRbT^t+N`oBn*_X`Nv4cO1gVN$)=D4(u97&B*&wU}=W55S?YGBZ=J zb$8L$PMDfzdLqMc`(1r~J-tFg$#VW{AyZVIHv%*;m=B%u;vNCuP z%h8u6nIay8dn^6JIcoi@mZcO*!N!@T>CEWp=z*=n!!gW4E<5w^l5{C=-(H((j|*0z z7AxHvF$g?yad2=D8^}ip>(0Q68FhV8Lm;}jjrNv%&rc8Q>{lX`GUs{ZGnMZNx|X;d z{yC!%a^CU|ba!_jnVoA1OIJv=GBrIOe2K`kXm4wiN`8KmyTzYcSU8b6IyzcDmVM#R zWR<^jonH9Z@uz_?YB{gV)9D}+2!4{`EE30Vz|@wac^Vw3Z&kCnnUuE#TqXgqu#+6l7#m`>894<8eiW+}{1Q;nTep0&;SX-NnxQx(oFR zX<8{8AyeB9yP`&$iEwHONB{t!_V#vaDk@DatsB^6M?Z0dUz5dzhvSixPZk?@r=+B0 zzDTdEsK6xS+3HDtDh7dJv!y`a(##10T@RHg$E$(?vG5v~Y8B;`J^idRgh~7h6vYQDtRkk5{|w!ruf) zH=DWUbGRkC-|X4(u1pNe#%Qszr{_h6;#bHOMQv@Xq�o(M;vLgoLcx)t}-w1_uUG zQ&T&>@Y;%~;(K~}!ZanOls_A z0~wa%Wj18#wiZg(Qig_xva%h&q8Q<^&0!Q2ckZZYYhP5|O4~k4`?K8pbvRGUZ6WIA zQ3RwNL2q_`ZPxaFB)x)Fp3JD9wup#GV}?N?wH z`5abD4BPL{JdC1gI!;}|(~dM=9Zo%18xAW)WGX{S*H29)1VS8r`uw^5k2u!Nne`&2ILN=ie5tC+#l?ko?OI2oaN=bB zRy%85fr1}zXn)bWxeCCvLZ*IL%P1)+sk?XYrlqBkwKO#~;VCLBe=Mw2#ZSH4tz@o1 zTDTq<82E|PTvbOWsknF-V9oEaZ>#Xv3fZ7Sf{T}F-KrVa`GF*8br?g zeB%_)=FUR0L&nDl7S-tcIOGs0hE*t;(#Z zs4xoXNtN7imo?i6kBf+iaM@ifyv$cGeHWOgRYm9iMw({MUFnzPMgr~b7p6xZrw0p! zQPPI64i**`BPsd$taydzoGms%K|x}VJx=WRrQZfKWBp;)C?n%}?LEiiC)%6+l9iE> zQB_-Aef9V6`Xv=j&51(&7M{@djt*tv7{lxlHy6l8^HXvBRL30}|5;tAL9V510yb1_h7{kfMMMqB`6BT7+CPAfpzFwW1l;n+Q z7jg&<3YsaQQ?_eijp}r9bHg~qBx~X2<^5h&mF@KVaN0{jY-nf*BEww}IM8O@rDp&( zIT<;**ZKa-kjcC`gCN15Mh$Oot+H}GQ{tzHRCh}?nrjX@ThAyc=ouPv1dwPTEU_ti zyDO!yl*kmjWa#{U3!N-hb_l@K-yf~4_0L^HiY&a|RH?|oK#!t42}MQ47~~3e1UWFE387Tt&-xuO=yZ^HN(=Q*&=z)TEq= zi3!S5G_!`0rDdnIa^5TbL!7N_K=i>)+TWW}Ix#~AhK8JkKhx#osi-I@D0Humc$MTR zSw}^uVxyza@`P%kHrDca9xuc={K4^_Ha0X|*w~n?^Sa!gYq?xt^^%g59I13L7ZpX- zV8rZF72~XPvt|kEN)%R5NDQtg;c)t+dGJB-PQ%HlexTn<2TOOA`!TzzT*hK3;vrN9 z<*^>P*X*p`{$$hdAHG2u#@z`G##;7&CR`>f9bnKoSy}Kkr8?%RU%#Yl3NkZ;rfs&r z#K#9^R8+ju=f8rPo}8=;a1GdQH0 zy}i9i5>e;rLArLWhl+{mec-)dK-r>EcW%2+s} z1%i`VbV$Tugee%$l2sky$!|K}8PD(3^@SH0rRrtwc!Ho?R(I8}U%v*t(n8`y*7pqzG}h``QGZd82B{*ZfMW_F_%)q>;^f4YO6g&g1$XDB*XL7v zxxl%K%j3k$!jh6N9LDl6H*aqdyi#d!otT)Ia$U=vta75KrQI&Sd3tB1v0>K zeI&X3@K%!lT!mV(QR%kG&2{=0qN1X4!Mei2!mh4M<><`W>SD>y&(;u^zdAb3wtnJ- zk@4pvrnwG#Mc zZw(pwr%aP!P6mKUy?ckQ+m@x04Yj_|{n$2&fb&knm;w7J;2IhxQ2~HzlsqY)y$P(b zynJZE76^{@7E8Yok5!U@tM#veqlt<(02O%a*Z)m!ZQ?r;yD5Y{I|%y}R2$t|CXdu$5S z-GaqGU#rT<)O2Nb)^@frXl!f@2^woYo`71+**u~8IBRQTrP&3+UO#E&+GqYNe0njog^AZ{)*m7Op zIXE!#YLM?bBEN38zpBE@nh!h{QR^OisW@g`cOD(+k3-R=Z3pU*%GS|w5hqFb@~jwS zLS!U?7vgSp40(AqsRvAle-qI4^(R#<Q7FqE#^&gmLACq>2HBE$B;*5>9#P>KkzbIvLwqwU!ypgd>YVpdbt z$1^_z$Xeq093Ilp7z|`60%Jo|J8y@Q^B=ih=sxD;;tN0J!=s>(p-3$^Fh zuU)%#EY++ zcUl`lQoTG_nuP}aNLQJxtSmh}Jy-!yCU7v6kGPy~BM6-W$-MJZ)Mv5jaTcNMS);`ki0!on0l#sU*vussGjGZ0`33>^rh)8^D*e?hRU*^<7J zd6*a(pM3^M7We@D!;ik)u=YZN37*4p&wU}Ggj36iET&m^C9?r~8Fu+C6=!vI5;rQc zSbkyQy76-B;8S^XGczQU7f%;4Z)wrZ{(P937iKuTQPKb%y@+8Uvv zVhAeWcl{L&4Gn5*@_HsnS8LES6kcbA>FG-##pZ2~!-OwBMMTVQZn8S|qjXH$bqf-b zl2+L*$5R@K)!@~P?NNN9H;h{R9XMyx7ojG!~e^I^G5r`bmgxj z6YqaNl{91O%pTiuwBhY2$`TVi`F2`TK|!M4cl3$p74I3!_+*bhHZ`OP=*cfDDlRUr zr$=>?K8R01&}8M41&)(pdvwqwx*fsYyJZ%mMc|tCPhbWi8Z5M&H&q zX??+P69eM~Lob_J#F%kp-wzwIWUnzwq=!kDv9q_==uOfT!0@Dh8 z|GxV5jE_?0?W$*WZ!|w(8$4(H7#$r-%+WkK=>g>v;lBM$PA+7Gx$llrHzuX={u+P? zfce4JmNRH`B_$;=E}E>ujU=_(%;*_RX&tYQJ!EBNrJ(^@6gY{i-``Hk-97~=T~ty6 z1os47jl=cPez0?R?H1n#1mF;}i>-enj#dl(Hbd#Fo(`<{+zr$-0lhq!pt7;-hC?}O z0PN+3g?LpCvnBz$l<4z0Q-$`b4{n1O2kQ4@NJu9r2&2w8PThvLjuBmf0c9q_45nMw z(ZGb%)z!ts8UgHhL-}pzB@GNx)6;nTGH>a2*+YH!=|37X|Sra%!uCA`y6|aBvSj&YyWMl-xRy9wP z_|6?p&$A;as5?8hea9i?yHn;sJgM;n-H+H97)+OYk`odV7+>a9dz_ZN+7MwO!e(zh zx{ZFl#b$qhAG8)a78ZDw9_RbRVdVVH@^v)VGwDTI)ua?3Mlr>M-6CN4>oy@FVNfbZ z#IVVSh_TnGnVFdnX{@rlv*^&vK&T5jVFJq_)^?T-=_40sHll zM~-rsQPp}23`$Cp=VZ-9F*C5Hg_o@c>_5+0@tpG(DXTZz^`PH=1m39iv3XwCX%3dyeaSkm;;rdX0SCs%oBVEM))naMR-m@Hz2&7usVqlod|b z1^az8*{&Jjp0T7Rq*5A-I7w<#Kan=0&mGEG9?B)XC8W&ulBo>3Jx~W)r6(pQgIe3# zGMNXZiw{vzQTzJ(Fe`&##I3E8A=#iHbvFCsHF5%0dS`NXL5ot6a9fcHo--xa)+Pjglm<(Y z7O#*IV`XJQMWEMO$^wteL)i0-2hotgJ^hZGWkB9lfpC3%3L->8LSnkofsvp8)E7r+ zYkM27N{iXMcL0@`h9w$-jg76Vs|%c!`N4yu-NZ`)y~dk`<7pH(uReX!B^_N_S_(~= z@^a%9%~!8l`_vZJ$RoX-d&rfP`1NI@!PJu#gG8|i*V^fF!qsTMr`f#aVZYcBd;h6_ zf%${;v$H@G;C4=bCXV6W9hIjL66k&@z@s1+4mYQbkt`O$%g>+4W7BZcT8=fE74c_t zv(Dqx@uF)5(gYiLIu!MR2=1C=8kL zKj>wk{@B>qh$+8%RpGEUB=?!C@Wy9|a8*@RtMM|VlN31Rwpjz_+yVV~nI$7LGcyAN z!-EGEuV+yC7bdG+?4CTS2laS)=ymA?1qHlPfJhL%!s6og)>a)t|7Q{stcco)&dv>RkeNN^WZl*T9pKUEeht07+jStKyAy>G%F25) z0Tj|R644(p(0nl2=^S^!>A6Ejb_Td63=jZS_vWoz;XC<7l>4b@yo`8E@$jA?JV757 zLpYa|lniUT$?>hcpXbC*o!`V2B2n0r2rg1Me`ewBm~t5Ah`%Y=^(u@jFE3BXZc*05 zqeg73pRbQXj=8lW411U`@{e6t;I{jpiSIDKQt5&xhO4?gWI+^l>Mfc#f;ncL126*NAH2z(L~HrGXaS|7B({2E2SsJz?@Os6KR>)xXz&~zG+LqRzw;xzjR2Os!M z1%D?an`D30*+41L%~*o>-?o#x-{7LrUH82%8hE2Ob`4k3ut-@;tHx|FtGZf%O8sw2 zIKs?MyDVtu)B9Lxj~BP0K2@jS$<1v_zTJDMnVSAfzklNr61G^)`9}Z8n;zmyE_|l_ zyMZe86`9}HK%lhN{C5%uq z8jgmyI`LaXkPbBvr|hix)iW z(dwbPNyPAT`AIOP&Tpqu)1r^@@#hec-@bjrCV4DL7kPYoIy^MAV_tW>`1$v5omkle zuzQ1d?2Le%#|RqgCf@t%kAi|hhTIFF8~*WQ<1gOO)1$dC5LzJWf$ez#qgS087$|W+ z-hl1$Oa-4S{Zrxra}{9ITnu}i z$3XusNyIlIGV(Z)DB}0BBrdA>>=o*TD-n9eS(l>4p~6eZ@CD5dhJqd0OEtANGmQeB zH(Q)w4T{;X4Kb6i4Seu#yOt6oScsFaW}vK3l(r* zJ~F)cGgXs4rz*Me((|+LpIIJxXzni9J}s$pP#?JWp7H>vvchTe9v<}P6kcVd$(;P~dOf=I;Q-F1@GaY68%oFNPQqa8;>XF z5;!$rmz>QGBfR9qU~-4F(>*0x?CE805-FlKTO5=tEz6$E0`)|iynt;UQCS%1=wM8P zbM9BntyrX${2Y^rEeYD|Py+xu50TE4r;3FI6W;k8#pQ1q7DTPA7%&v~HlVf0exepv zYWokg$tI58NZ$99zURK7%3U6%13_oAxNNi6F+&lZ$I!1s$G|v#mZr3_xHwd(FR|gU z>SQl#U-Z^{Mhu;(cywAinPc!UB=@`V%KvGtDgOeA9v2<0`r-wLelsQ)t%{6JJbMN$TRSo*=<-9k2XeKuvlAG26I#B&k1xRRT+d%!UFCuShv{GK>x|KTp%K_X~wd_{Zv5@{C|m8ksu&9PGRQ9T=* z!ujO!0Jp(Yw6tWt1O`Mxb@G$qqCV!Y{@h!{5@&$@kpVVx(G+SQ z`CvjQrA&J&CLseoz#ETM=k-}1l5X?cFK^9-37h4=sQap)GR<^fhbJ7h`Rt(l{e$?- zT5F3=gSPSUaoA{3V|G9Rt#He+$5eb^%NMv0W~qoNKYw0-*;eau8u);Y4s2>TLN{OT zOM~4iSS>ct(l^`XhoFHF5eE9I;E~oRw*)hmeo$lVl-CgPwaKt?=U0itafP#du+BiDWrOeLG-nC5Q zU1oU^fMhs;x4HZz(#Y((+MFOu^+0_n0)RQgISa+4_N#(Pt&5B7Y;oRPHP z>iCH!FIb#7rE&$O82{x9=$n>&=!)mSP6}sd;J%Ar zwW=H~dsX9n|8rs`NGyRl2~hxAbRG#mOqspml-J%jUTs!JleCRzICGS3F;|*)p2MO7 zZ8R%0V!$FSj97?*+*n}D$;{k7JlveB;rAMxi=dV9$0BY1!vST1jw(&5O|_7tW@ccP$l`zx&`^jFH7iXpKMJe33en6uSc2V$zX6NQYXBnEC zwl7`~XpmA+Y_6@fk0BsqLGr`O-n#rEDEJh?-I`M6Oy{a_UHrq33lW)kfddA0*!1+) z4>|GobsEt>IeMP;3Gu;2_dq}#q(i?b8f<>oeKUYZ8++Nk1lnuwUtQ7XI@ORz{U_am zC>MehmV_J3O;@Ml$4YN5D5oRz=U0P-p=uO zrhJF(IG}VI8^y{h^qSs5@8QdrFMn^ffTk+ztAeD|)VG5NLmJj?21U>o&Mar+<#p*v z5^;2Ngf7JwXaa)LK34o|{}E^uCupI9$rs0EIfl4Ac{!sFw)w^wIDE*D)U7&~04$5Zk-;0Mq+(>u?)=P+0Bmsa{MYCi z?EgyMNZQajI@wQK&=^?Tk@l_hIOV$Z78QiOX0gIvwJiAq3pziOs}k6u4#7ihpgy8y zzu=#b=`AVu{;@6d>#uuaU-|mdf8_G>Hj3$Rw1>X=A2q6!e>~G?&z|L;+SO!aW`d-J zwoATec4upAYggA)kzw$?HL<^vC-{@O6S2w7k|&o{qLcsP44o5lghHhUdrNW^PbkNNLM;@| z104U%7Z~#~k4k@fn=ZAm28D&LcosL_*V+4#bm~=1M#($|fV;pgBepkT*WJ|I41B0~ zkh7$>xLarqb{n;zlai8xJVTN(s9b`o?f($Kj{GW2Wn;S!2yuV!UevGs;*!SHPwP#L zqpuE-)!2V~Pat3;@b~V-FUJ?C-czvn0|NtK92Ao3k-UJ?dNmxtb$|LF=k(K~|7sg!ff8%OMgnuhr%y-F`~mLU{{eO~ z5fMFbWb_0-`s$VZuQzb+;U3`N`=9wlH*Cukjlg3*bVWpkhl>zV`WBx3_Qg56?&fw1 z&1!)SF(&{!*yVy`yv{BzuHT?eG-yZP5Ou|1B1B*=!xltAcr3WSQ d-%kC$yt3|mc1!F14;tiGq@Kx(<%#O}{4cpVHW2^- literal 10907 zcmbt)2UJttwl1QGf(nrm1u243L_noUR}6w69YLv5B+{jKP?RoRy0jqDd+&5(gGRzVa{SG51`gD(nh)9Xe;TS%>u<%8H_9HSMDXdhAOxv7ol@5;sjq8aSAIZuW zQ;n~VlYYo2c2#$D#HHTz`;afy@U*rkq_0msOa5gN)%o)*4yRp7XGn;CUPcnV^wS|C zVzfO*FH_vE^?Q^K}SdD-#R?J`%7GRu#nd#vYL$Gy)K1hxc%bk z7vHl=S?k{3-cA!PGTSS|*3Rg-gaoQ^A0KHXuAjt-dO2Vy(mUzPcIB@`QK!`tCr?T& zO^T0-hBQ7ksO>Q&^I;JX5MW_3Yh41F;jfHj zluAcemtMVlRZfoilPANY)(ztY`V9-oUI(q=tf*4+K_15<1yosCSwKKQc9XapZgze? zIx4DeZ?#5Abs>%q{r>&?TYP*>HR(y0nu6(tOuF7z+0K2dvRepYl05hp#f5qo5n*Ux zaQReYG`IH1$cX=QSdEV#Ke}zNUd6!AH*emwwzjII-B(Bw+r{?hkoioHRoThM@HjX) zaC365Z*My}I_76*W6gN!u9@;0Z3c&IkY_Ksq^myB(XlW!eSo4Dvbui#`aXWCAfR<{ zup%#yo0~gNDOmzl>bySP(b3_thuc~ijq&%~nIcu89v>U)OP2Qt7m<9DQq|s@Cezv3 z8OkI%(aV#Rl(c-&ZJDE#DW;~TCLtk#BM`1MFfcGNF=0W77clo<94RxmSjVl5@|koz zmE?U~$jr+dO1MNx`PAB4Ur#S7Dyk`8V|r#rDN%&x;>9PLni=U!HyTn-SN$dxnfF%B zQuhjQb9Twp`rWjV5fT0z{QTi?(QJXyDm`-@Y{tT3=r`H8sU>%+Jm~KS(s9 zC^E{*&F!<@xz2+nFHb_E9k| zmuf>Mf=SxK!a`ZOCnMRj+VsaqKMJPeoRciYB_%-t0lV0o0y#N3sF>DP=asTS|HbL1 zAXb@>S-qZDuU=&v{TeLL-`043JB(c1tS99zir=`EGK<`WW!#f`Zf-6wFAvG1<2>bq z92*;x*#CXcF$;5^p5ENdEdJfQ&5dr!Jv_d+HYYdtItRy7Yp?95A4{~Ek*?~`o?S&i zX~Z!S6x?=xUq*07eT$E$V>vG!ZkdHQ-@Q_uj!+nPqsDL?%<+2N6cjv1L1Ara=|R{U ze4>V3*<73S>cvRcz+tTS*xTRT7?$JZ6 z*wD_7FRRXfI1TPMd*x9BBe}2CYet?L?{6 z3xXDpVfo>#hivf+3Pv<1f3vRNZEkL!pKXgA*;Xagd5p-|Y_IALT;EGXo0*x>^5_g@ zC^50JrhWhZJt87PEkki-w4$K8I^Lg0r&3u*r=wh_-rYrBULLMlQzNR)=Yih@^s^c& zynO4HEu0|p!F=6n`(L##8|p2p`uYV%q{Id248F}oo{f;Ltu277-0kyJR5LR(!`<|P z7Mc0^CU&-{QaGB;&G!Wg+WW)>x-?f@!w#rL;+zkK=9*Z0mJw>-=m zXlQF&92FH68ma^cUv4=H1?c_yHP^Lk>d%xC1Xpqj>QyDf00&c2n6_TahY3KkX%a4rI6|E>G?e! z#H&|jn?5R;(zdD;kPwmm#ohv;aKlE?!)jY?$om$n{Gee`?@4MN#eHd2Ewu9?5S|OGG60uXIRJ_1}8I{ZLAD zNOI`atJbcr0fNTQlf*!kzqhs$1vyKf`wcZTqBAnkhX;gV4B#+6 z?WwY{Dv~Iot-HIsqeETaj(~UQ@0OO97S}^8lIzG^$QQPox8DrQ$}&ZvP)fANT}cKJ zCp$++MR|D(#s}|sde-~-$#ln@z!S}oyryMjw6d`1$fG_nrR0UDlKLEW8F^-8dANjz zjHE)9Epm#b@zaz@V-I1k;c%}h2pJ`pZWhdZs;Q~zH7P}O;k7W@W^!L1F)Mg(9k(9*Iw2s4Y%68G43izBJ2Q79ma z&!0c5#vK2?boG#_cWlgk`s?Y=is`#D`T6;%%|GqD$+vB!uv$q55)u-*?8z>M1ute> z5m}<=Uz&8rU)?H@+Fram<5ONP$Z~%DB6pagtgLLo#Uew`|7vUgUrMSP$b0^@HUP_N zyxJr)QY1Am&$2z5d!{*f>5ovFppcODNGa@_Qi+cv6P>v0W*`k$wch&7yLa!F zC+bA6T=@!rYtb#Y8aFdCVm;*ztMZOhjrjQS421+iSUEHreV0B#2`bpip2WU7txA46QP&AjuI=7J5yAz!}p%XS=IrR_nJFv1X3FIX^!SWc=vSBc(LB*11c!d*;}`hnJMt zp`C2(?XR$``c~Y(e?Lbf4?9|6oe_`qAPkE#BU66#t!ZaO#KdfWm*;)*`0=K@c+bii zbI;VQEY8c9k3hOFQzepJsor(#8bW}d|HFq59ZBMD9kDluhlhFVHY0+9+9@RW!;+IF zjhf#c5cb?$TnK~Mxt&W)*7#J8EZ?^L`*!Ovwo97f1ta+1=zmrSn z2y7tW=;>btVKV0~tE_y}&r+vFBDJ-&&i6J4)02~vHyq&2S^jKoJ=37^nWV=9Igy)$>3=z;XkXQy;y%M9 z@t%>Of?d4anJp$J*2h#_Q6VHC@GR)=-Mik*V(vT2)Y3Q^ht0*_>g^;G9)HZx$Vm1K z519|9wA6mA(&jpnpGzq0U|FH+>779Yl2`ANuz`m(w_L-)up&` z){%>g3-{&iMLvHHA)$&i+>akW0-i7Sq-J{rzda}zEff3jBc)H$&q;GTe&Gw^M>rJx+Q~r`+OVORW=PyfS@({KK_;}Q=Cy$&RaEqBGzkg{3gEbLqc9Cu zS6l1vPgw80o|Wb&BAu$NQ{%|Z&b}}cDkW+N}bL}y~!NGf5OHO}g+dz}OeS1bQ|A4SP zStfQRkR@Tl$=+U__jPAxKq$`$6dy`Or@|^RAz>7$?`{L1$j!|KZM0Hy96R(@eEV{G zX(_+Fd^^aP(i(YFQ%*!xb+zqyjr}iG$5)oIgyDpF;F)=}y z#~K>t7Q?q#ZV3p8J7D`H4|kOW&x8a7WMyU!)q9AN_ka-sMHYmKO-f?CaA9$6t>Nis z@7UPb*;(U$`Py-uvU2pS9e~-Hi_xEG@ba4b7KQqt%&|IA=LQmQd(x|+wpIs=O%m5#?G6j0WRX)) zSV@&iW;>jwBa?)>xlFC|m*r3WYZ z*M_tSzrRqRO6?XD`{j4Pr^|!R<>chlIvIG%Cj{R1UVuwuFNPDhuYb6uuc)X9 z02|&uCwaJUCnpzJQBl#CE*{yFjC!+6@^ZBoHtdGp-wF-%3h;W-_x#R1&?UZ*4-0?! zp0BK~G*E5T&&5TK$hINLYGT`^;?@AQSsGr~b^`pPPe;JKL#$>5w$SKn<9=l5|on=mBdR?pZ`9fDB8ylMi zoG~)ULx>Ta)MQ*-IglzmAV1OeQ>5{QLb61nzZR1U2eqZ8suKpQ zV^w46U&Ainb9ZRZOy}_H`&E`}92_rfY{IKA zgrSa{;bZIDE2q27`o?tn=I;xRMJR&RRs z21spXcJ@uEFkOn0#O^FS8`gZ}B17xkpQLP3q7P1sJ(sP{&j0;TOAl$63ewSBG}|ie z;9-r^nx2^%_M<|=2cFqDzroj@SRJ0yvNFrz;%7itj*gBDmVB<8i!@vsFSsE55V9PZ zU0BGdH>%NgOv~u=)YF^5Z!O)sckhUmb<27GB_h+Wp@%EX0J5(R(243QLCQeN^}bvjyvny9MYacZ1r0Wtl6I1eo zNH!=TaS;)Gq>{u%Nl!5Z#9KT-d6XyaQtG+PMZp__fu;diAaBqt3rk8m0JB+W+4$v) zot@nauCz=D>Rpi3CA`V;oQf8MnU{s`6$c7Qv<$JaMsw?-p|L3E_J z9XzCc)@&O<86q6qY{)1;Y)#rqcapd$02qWIj^?j)vobK4=}w`^T8E|Rkl@0a!Ly(c zxIyDKY)`nMN*$IowmQ$?wmu~eV=x%-xgi&BvT$+9XQ>BbGS#m^#3bST`)Pj&I0+QL z{i1UDV@*vY9i5ql#Xem0MfWpH%RFU{zT}X^kcf!$m-a@!{8aLxbv2__Cbz?R#Z6Y>L&7Vb41DIhet<8 zOL*Wj^#(%wgY+rJ;vR8O&wyZpj8Q@1Y=x1P)oSv=W=6=!E^uPN^Kb7swUUAiCO0Ps z20m(~?G5*J_~_kQbB2Te>C-1*D0y93c8;iTg@uJK8}p`B97_hg;M)ofzSv)~FrUcj z`ucUYY9T2nFVBN4-65p3fV7iuZ@b};u(#GQS!t6N6-86A?vG#{$kQHFQR^1pzVu5l zv86s%jj$vv>L4hr+wB7)^CSt$@W=>$XXm}RTeLqlnKW=43iTECbVv|bqNu2-x3~8w z11U3mbno7A?Sguc`L{uB0w?I|>dMQ>?Gp%ziHU$r02@FtEUc_D!E^#He`a$u3yM9K zmX?GphA3%i%Z=O4dwCsNj+O^tD$(6Z5Ka{r7duUQRE*2PcWUH5Mj(+$dV0}k-`))k z4FS-pP=_*z(lRi>*;Rk^hz5Z$K%=+!H@Xi&y;~GO7}@b&*bW%bZlQ}o(sMtGOS5`R zHy+YZ&)q+BgL-ZXW%sF@pn%`__;72Lwsv$pbVikUfi`GlWWhi{`t>WSf0`;@!~qK_ ztmo1IH_QJK>mhrLBKC_QU!lm+K_~ZId&Ej6J@>c~b?eRaD^^EVBBc7=*{S2i#P+|u z6tL(LyFOBi#Oe^|eO|mDhj}Go0>vCOF>RBSi~?}$ zKXaFb0Z@o%gO{qUqmr^?b|G|K6vl|)*zPw z2yc0L*{CH1@~UFdmw*PpY*+d9iLhw3pw;*K%DS9TCBgoHGfk3ucB?~0ul@7&8}dhv zGTdxjRgM}31qDlXZmw~Vu&{7E0*+mDY^*E_@RDmZx2()zdv%^{H*emwf&2r*agCY`V#>IOxI>2RuT?*%rwsum>e)Cr zWGPPwsx=)jhA@g(j~^fec)CR0@+MRWSFc`0Z9)=W(ljuju@ZcSUNEqdEQ<6S zJT2D$kq@hT`T3qccaDvPot?cLbkTfg!l0E4b_GhTH%(r^H<;aPe_h5({w^g1-tFz} z!-fz6dUy~ZgU0{-{Q4+^&PrTW)zFw#wUUwhj(u6&0F!mu@`$RPC^&qoV_*56U_8k}zgMW%Q91pfk| zv?KNbQ#**7ROQTqC$-M&aO%N)?H=r{@#@#RkHcLI7OYLMdtAq9Uv}KePlt2?WxqUh zv(xX)!d8lliN4DmjqAI&W6_%}?&@(u)_Ts)JJ8k;kmQ-eVzY&*c7J|8-g$bNC%MzA zl?3d#~LUt`QRK#qiPwZ8t?VEU=?c*{K zP)ZVe;&u_zEwCB|4F@8KBJ}bf-nVQrGBT?_JfUj?y%AVVI8y6HMlBNfMOJRF{9#Tn z$n0~1>y(pfYXLho=(U%ZDWNs-(8I~WcjKr80ggd?9Q=GuQTco(vx4nZBRbhb&~~;J z6kUN%Mjc24=pMj|V!8PE_=XqK`fSi8RDHbH?BDA@WslX}13xbvL<^ma5@8w~V^msN z8b@FZuRa*X)xm;<|tkh#Qn3ZJDH>}YJ9hQ?1W$rg^Dj;^+@4zMh@`omF8#oja;>Y#Kp z>wgbjkJpR69}qPfa*%;McyRH?QzFFN>?}16O;O3x^z@&hdcz^y>gp<%Yq-_}jmuqyU`eR~~ldVlma3Ib~D6GWYcW!WV zcYgjn1sto@^^ta*Z|&cBRh(9CK>=Db3iU2F_OY5;WL%uENk=Tyd39Blp^$5@(~o<4c*k~6@r;}O&778y$4xpT+DVj1Gafdc)>v9aq%U4>ht7SKcmF9QH? zVFOo!HEL^X17?7j6gZsS_+LEo0KCc4c3}~L?>ZM)h^=D%PG(Y$C>%_#w@Ow)zJ(89d7wWbD znn4qZHIUd_=3`}L#R*q!ZraPpv_SmOdH)=f#6E7+x+L4(!y`j65xcOkFgGV)K9GAP zPAox1!j{EVS64%72ua%p*y^Mk293}P0V&V{`A*?xcUzl^LdbQU%CNf6>=N-*&@%oB z4&spl0ni_^AzV-DJrF{=Iy$qqyP!e%l_K%OeNueL6Dp1hx21@P$WTYK0G5jpkbu$A zU2~jNzF6uu6D$N-*ATr3hQo7rE(US}{VLn5VDbWi-XXrk0U2m^x^2BoNlAgeyywC0 zf;jGNT?9TZDl7yY*-1v2^6kf7PMvW+)@S<5s(){Vfs>2N&dG_Fo0~@32GS(dR}VHk z9J525_2Gcg*8a{+C?g|dd~&}}m#SomYA?Y8H`0AqURK_zB;W$~rAwDWE(sS~3>W+Q z`Z9U$yz+Nk9eV;%0b?B`E`ZLE@^<&Bsj3!3v+_rVlDVe_QbeB6A*cE&GD%@;@N6@A zL?tM5DJdyw=_a5fzjF*`CMNR>3qr7vAWGN7abD37s)6KemQ8gl;v3!Q9vvW=>Lt?|C{3xNe{8acjO=<#|E7} zdp27Dlnoe5Rcey&R4A2q)hEN60TK>z6%7uXM~C;xlP5|8$MMGp5x(ZLt>NCxrF&tJ zCxPg9tz_(BY9;w{HKrX73KjZj#!5egTSKG459S`12dLZn*-vyVYOm zp=yPm4K3|Q^=nm8x8jzAg(eD%io!o!=^=$b2m*=#DOjbeW}P7?kNm*+*V|1D3~s_7 zsHmv6qD)LofX^bc|9byDA#~S!&_(?i7-rDn0c90acqQx-TGrhZvSdG$_i z4j2Fw9e{<`Aptz`U+tZBVt9Ono6+~)UK^6i;$mE0rK{wPIx$kj;CFT%TzH`13hx zQ%5EwXlrQTR%_PGcqCl*AajJG^kxQNO3%v+_6KDEZT)Y)lL`t7z!~A;;c54Sox63GHfoQ)A-~Fuvks zvpGvh^BXt3gF5aAv4yVdr~k_!l_wny6g^6?2^z_=9#h!^?zoHrLtNAZU8?Tbo39DA z5Fgjpis9_;+<947=i%bw0!;w=Xn>kz5r=EHZWTlGu%zk6KRgo{)yn9)Z|&_sRm0uD zLTs4!7+!Nzjg2Rz+p%xP8|$y=?FrV=+fJ>EhsDNLdL4SIP}7k40Hi%+Gg_+QLW-C* zK<;5ZS)V;wx3jYYF}Vu0ovkhZMxyxa)YM%R$P$t0)bu|`zQoOPtWt&MM0$EUoKI*E zX~nNt@W>8vx01|yD~c;?YR0^OUkk+sDR7SCuY8@wOb-=m%{;AVhK9D_s?$}4p*e`F zsRpkW&MH$rnhX76Wb@0!?DsA^zf;rFShwZDX9NZXiJFy{R58m9!j(IC#U>yu*K?jC zfhG&I-U{Jf#fLpDEONofs;YkPmONZuT54bA&<6a15tyEyl=^2BlLAY?q-za_^>{AM zt5;#SEn7kulqQ^EJ&p*y)-1I7}HP76LFud1p7J)-Mu#$9?TNGf%x+QHn}xf1^krmD_exbYOy z4T$d<1TgZ4{+OMZhW#dR36eEU%Ca|Qdyyh~GLN4;L8!R8y2{CY17G9M!OotMnfZLE z&;V+)!g|sKibJcg!IX!GXJix|3ZM;92!3xb$I;r%j84R!1JRi*DS7qkv(9*dW5TKHVoSZZa2J{oFWd(3&)$bifSw+S2;^IH+>up_K6Xli(!NCeIUc7+z zy^hYmpm1=??L`oSf`j`#Bba__;+Q6D`g2gj+uTA~gwUib$F zUW3Md0SHwq26Mq{*Ra4n)tjGS(V+hP!Sr3dawT&f0ZlXp1_luR{7%BQv;J@b8axR{ zVr*;ckT7{jSdcu7JL;d6JZq=zJg1@$Lrtg7oipi&^@Ir(o9V9spi6+|P^IW@M(**6 zRB(OEG0Hh(n3|bEL$_;|^tP#t8TF!8>2~8C9q?8mSgfm_bq$*n%Ou z=C5DvSNbP|pDiY^|DtuiKGu!Ta{hA@mPXOu-rmS4O)7Qq&st#;g->;gb~Onj`3#Bp zGgH$i+S=yE#-(u9faJ2;dy$LLNw3zulU!klij15b2x2Wo+x2AgKZhy*o6{rzn-snr zsvS(mY!GD{qtQ;gCnxJ(-wj2A9!0~*fCEj66HEcYNCV81w52pmB8Wzw^}vwjbL78H cjchkOs4T6{v0A~vv?1N)Kl;O1)uv}{{R30 diff --git a/images/lstm_model.png b/images/lstm_model.png index f2822efb7ca3631bc639aceea99763465ddf5b54..8eb319ca224039d9a15fb7021d835836c36953d1 100644 GIT binary patch literal 11356 zcmaKSby(Ej_Vpm4A|NOwEiDpK0#YIAb?ASoc-j0J*}G$h455eS_7@Y?diIrtfe zGeio1;h8*?l|i5}e?C=zi9{e65b`oon(hg!V;g3yIrTdSb9gjo(R;JG z!_&=@FTL^Yam@Tqo$cP^NOzI>_Jr+@eZ5YPxo780gJB`?w7(DO!}{lCA4wzs-&c?G zZzcWnZ%%%j1b_c2?xtve;Lgs@{qM6<9Dm7YC&W^SI* zr-qQb!HIbkm)LzHBQOu63n@a~(ap`c*gT|9?F6qW^6@k4<4=-_$s)+JleMu*CAup= z_*cfOk53M_)nzx|zIpQ|IG7+S4e?%4U;jgH@@*|KgeM7()Dm%DM}i2yn3&-bJL2>8x>kB(;unb&x_L7*GXVh? zveH!FvR-_UT7LQ0>HpYju*Kg!|1f+ahW+=|9RBn*#QUJBsVUF=l+4Ubq9DW!ijU*D zot>Sd<5tnrw$DU32+nu2VHV1XcLd$m45f&1q$q{#M$b-(Ye_U53&jL7w|-v=kINWwuy-3W|!sIXO8D7hGLkuV26Z`uyd! zq2l>JKVNI8t5ce0C+8OGE2zH=DLJDSvg0(W5@uvHX$qya4ze4o*zK03Uo74?3-&oX zocHzh9jkP+ANj_Ger|2eK|(9(YeS+ z#4_BIhIUA)^W_a`b3b37mzkNKu479U^WgJ2a%R*owT@nDD$#m)Rr7KGX)NymPj+S| zLuzNDXile?@5#YO`Ax%})u0qo$QMa{?-K%PrmYH*{OiWA=aYdP-p`oevSFc`?Fg+M8clu(4EDvv4 zJy5dSj6=}xe6tx0RpB6gcY3_<<>lqJ@_VxueOgdbs7Kc!QR}~NrO!MrEg~#TX?5zh zK28fsm8J3JfO&#=g8fCh^;m@<$M%mg;>5jNBUzOM zYG;?0j`nNO)v2kk3Tjo7B__PLJK&dmyuIsDW)>Ebo;%IGz1wj3Rn7J5+=kzuFLb5M zcP8f8qVNXNY)8Jy^nHCIEn#J9%J00;WmN51z0>m$GOW^bmm~CINb6RC5dX{e_V)Mh z-=Ca#XJKRAx*3DNElaG&2;KJ^p@nr&nzP*MU8W{m;vDf&`Z#7Ds z9hmlC_TC$^(8y5C+N^}iSno=~=2rI`hOqBOusmEFEid-mwazjve6B5&^dxw7q87O| z)3Ua<29fXX?uM#;ROwpnzR76H$;D+mkgK;kT-w&sa!th145Co!x?173Zp1kJ-GQl= zFCsueK|#B~h)dabvw>o;z!=ri;xV7-wnH#IkY|wgAmjrS*zZEq4Fre&?3K79%~3@0aayt5b?6SFrJ#N+AV zktpGF1SePb_OhFk)AsHzY%6tG!EU04mWpa=YN{tkhiCJgTSqHuJ~lSCsj*QxNzCKt zD_qFQBzKm;(EIp)j3Oc;ckWam(Pwu&vCp0~{;qIYPEAeCP>k<^W1n<;pv0v6Iw~sa zZq6)ZoMLA4h{}hR`VY(umS@EgLxra&6yh-8XO!P zoaQ@2LP7}f@!y4naB*^an~!8U(0^I{@e*4n-|%qR7@dt=%24|FKqiQsi%P=VU0Iok z1j;gmlJ`{r4Gqo8N{Nw6Po^4^FMdG4gJ8=$Wo?HrJv}{-gN@0qE>&A&dNKD6 z_zXDqG-M`1M!>p{otpY1K;DLY$J}B2fb--pzwv4>^fW!%9eujLy0StC06Oi-e0=HY zz1=DPOEu$#u+9?|4UXt**RGv-@ARZU?CtG63<*3tJL~W7KYy8S#-i?va-!!{eIQTm zNkpFTUZCYr;+i7)Jka25k>u96ya?rbX+{QJEGT3+o#5xVsi#vs^uuwTb`b0oe#4Og(L?Oj;dAW7Vt8P^lmGIvF3 zgJ>J*=1|dxXu*#bYHHzY1JG!ur>1^+z24Z^7#$s@8q_c}e6}K~Dj{&}okNX!o_NRQ z3R|?oQ^>}Z)zw30NqVkv)wuWX@5+#nkbJnQmYBQhZoa$J4;Wz*e1jC<-rinRR8*q& z)2B~Xy%|?o75_wTZf-)pm<1<_x+!mGhVx7z+n_j?KTz{Clx@BqoeF<%Ev~~(3Q6vB zyhmoAKC9y&KyTTb5n^5G1dpTR6*$JI-%M<*tXH}LLQAyHT$Tq&x=U>a>jgI&+bDYr z<@h;htEHfoFb_3syS%gE5)ah6k2sr5ZQnyh;}0dVC{NZr`j z_^xRxyT6EtOm`I5(uU{6G1l1k&<~lLoox;LC5%qogv#q?|1RpIP*?z+m^%aa?BJ#P zh6dime;tmIkx_Qyi@Eb9Ehtnn-&6crmK(yt-y7+-oWm^eFJ1a5U^TV2)+wv;^5si0 z>fuKIlT9{he}Zn>IL&{bh?AR}Jv7JOY28qyQJx^68;P2UN$S0n?||424uzq+x)(bn zCYJJrrZo#FNpOAwdnhW3P}w?Dt4hK2C7F7p`Rz}?fB)|4>LR4R&1vv$WwH0m$r2x< zql-)8ZQEhUnc|`%O4A7>T3nI@3ANAts3MchLQXE=piIDieDo{HxxSc?5TzXLJoCMM z8BABYQlxi|ecFM7WRD*r4z5Bn@bDDOCnF`;*%u&XAC+47e-N}e&^veJB%UjcOYVj> zJlu9!^5m`zv?G&SKtbojlr+*Re9!95`eWJ(q(!~+3HqEM%IBYqu#h@gGgsvU|C^Q(F6Zcz9@O zY0aaOk&}KDRn^rHMxWC8^!moe;gJzGW@f_*=az|yWMjgUjmbJ_z1ib*cV+PXeyOTq zQMOXsS4{%ffOUBesGP}Qsi>&fMkk{Uk2WTyJJy$UHE(KsQ64L?>V0$Z>bTGTm|n3t zmwt)m=2XM3Asd2%j!s!du;xmh1evaZ*W~%B(o@^eu(Y1u-UgAXCtGdR&RvCJ8c%I( za*(p&v9UnOczwqx24RB|$~hz0LnbCBI8t(Qa=)Q%0rOtFyj`c1G0SLxuvOR4$jQz& z@>&(lUM?KXR7>+c*=&NEg_!Ox53UFC)coL0VGXuOdbzHKM@S`8>t=D%FQvHkG~whzP#l6cEexa;JHTqlGkJ zo5+oy=kKiD#>*u0!K zk}z`pstYDO{eQbRqt6+4&Azj%YiLM_mbl&a-k#l15eC%+B#oy%58MuG0fs@6z&WE@ zTbFv$gVuPq*v|Lq8X<+`d5Z2W8w-f{K`L-Z3|I6fsYRFr=_s=s(=RqB zloUE$Et}BR(Q#Yof*v&qz4^r8WUv&9H*HGm|Kkp_XTA`X@(#+PAG9% z8Q`Q>CoE$U6K(D73p{h2@88F*-TRYQHa-mR0F{c3jeVGicVb`I+=K{_GvCi?=Az32 zf*aYoT=yNg7x2f8O9pLiZGoAPhu$Q}HxK0HFDB1u=~N+K(ARB_Afgmz;W+(?Xn~EE zYMo&?_VDm+`|*1^cvjah2LH^z$YEJ!<=8+LEXf+eQ z$E(oM?Z&Ha>=9@y+x=aGVAXYZclUsPPBu0+1_mI(c<4hE@_?q_TJJ4B=i0fF(pZc< z(J8>FvD2g7OXQq!AciKSvsP<02aUD0=jP`Jzu6jWl7EPciv#MhftQ-LYB|!hX&hBu zRdt|qVDD;@{3EG!e@2q&fvjwhvB>j32ol?&qWfI)C)ZTz=;*As4=a@p$;N^U`}#DG zPRlRQAcN#QJj#bDkVlJbzqS!On3j1r&yK(GU@^*dbvSVUm-x1Be&ayjcL!5nC!MEH z)6>$@YHMpT2yNp{_XAXK!%Z96FuGG<=|R%JSsuoal96qSo&{QVCWy?=&U%X#TlZ%J zYXktBZHo;$4*V!&e{_5-DlCkHhX)x}3?1EQs;r$g>fQGbBUf~6?M=|o1197x%1$}tKGMu%+#HV+O8 z0b;{WkU-ZDOIbi4wzsszi#V~842_J?LormY*G!`gRB&&7m7G*!bjR6s4%+ z44_W)3oL9_NQQ>FD!4{f?wh%K#R7l33`!DBLrOZcvN8(f7j9U}83OW7`oOSyP*HyK9_kIB-J?J-idzpSNe4%)M z#=hd&c-0{$e+j8biHX13Pe_y|Aos`IkjEnv2cDRXK||X-T%LQ&reSwlF)y{j;(gvm0rB=PHS=d?e zqoEV71=58Qc5OM#X1TWqk-+KP*b9qp~Q@yKE!USlK{WbDD1 zOi^@9jO+3MSJf2l-EX&&)S3!jfF>0@%|IoJ4(1t@h0==p9xZ-3(ds}jME8DCx!PTO zwp;M()j5gzt=TqEEn{F@e0IRnjf&wi00+ozu07uRvQ0!7D9NX7F(644y+4Q{nh6{E zk?dSti9+^9=H{#<4fXY()6?UHU$82D0BHxOurgel1GW+C_#H&%@Hg8LI0Z@c3DC8D zz?(OIevc}gtpI<)ic)`z_gD=!0OeH#3`~wzjxakr+jZr4q0JyScFi{|1OX9>?o=8h zTc@WRj$bRS`%xIF`m{?T%A!d<&O9FRXf@L@IG^>lI&S8yjq+_+~NUx4$ogN^6S@IS<(lQQBkBTRR}X&r7OX* zw)C2H?yMprLz+Kzqk#GYLgV4!$k7Ji;$OZTdk4pb-R7$FaYQu6!<1H~ASS-$G^d!A z_LZ@Uh+&>DJSK*QLJ3D6kr=sfHkm z^w4`emQr))R`ZiOlf*wpMl!jOdP?O8P*_IqIxO{NRaJ>y#J(%df5pk3q9@qG7373j z%N3?Pj0+4^cDv`F&)W?20r~6&@&|Z;-zAE(tu`L@w`rI3-|OA2%&7%awaj+J72HIF zGCM8~j)*%nkGeQI&gnn(!B7eigaC~f2?$1Oe7xl40~bx<8}Tk#QpC8T70u1f0YZI! zYx-U`2f)$^1GU&m!Edc}E(W6eN>di)Kj6Dg4BcqEY z-s4ghn`^7T`lhe>-3w1hprNH5t3@Ikf5U#*RFYQK){Jy@DQRg}mzDta2ZJbh_!@h9 zdO$80(>nn zi|w7Am9fhGCVC|2>NQsq{rAjWYoF6KLCZgNaoGhlVPs-TOiYvwp>ly10TeY$n(1Cn z)CK+YH|~*u24Ir>0blLWqetK|+pMq#`e$5Twxv+KudW_3Ok?`pZJiF&Z}qY?&CSf9 zPreC=;ePZXDXGS^iHLD)f4?9C!KlU#ukamF^~BxLaPxc zkkKS+#pWH2p|oB*3u=)KX(43a6s(*=wX+%pn(TpwRDAp#8QDA25~-4Sr_^iT&a~c? zm#{-__Nn;ly<&7>ueM-FQ(fI_v@9_WfE^&;c!i72*~y{I%;KVm%|I?a@}zrU;5IXJ zeO=u&l-W(~+&@~kd3fvrX`y|10bigNu>4e^Tq>^xrs&NZHzv6{M)PzFr{K-@wWqg} z!RTptg?lL#%$w|LJlBNspk0`N%3(>62&~W-qQO5`zuld z#42I9T0H0ar7leJjFOIyyMN$Nz7LWZ>eCAj5v+bs@Fdgm{ku4ni1LaaG}=XY>*z9# zGY16)0oOhnvPc#L!ApttDP_^TWA)yvV~d0MEGjl!spk$3S-H70kta=#NlJ`VcbwTt z#%g>jzZnRmRb-9;JO*TfHk(R-8o1g$RBT~WO2<5qn}QopIZP{dRX;s2MN6MeKwvDl z{85~S2=qaJ%?I<^0fS#bnLt%+iEtTwV`gMy`*M^!z*Pp@&39^C#dYk zMt|OcS|qymbk&~eLGW{DX8~*G2PWjWT+#!hYt9SZX|j%vMTKRlt_O@o#l<=K`E~=j zLm)YuLa6s)U)MyhF!AnNGmw?EQeCT**Vfb&78dUN9v~zSUm6e)0FJ-;)2H_zJfISc z)92lf=#LaEyX53qGX$DG(6Z~3)XuT;8jvEH&zc+%t-yd&-$Fsj^&9FR1&qBDd=|Q{ zI}joJ+-MzB@dNY187>e~2@vC?=oA4f=^vXT;5{s~Jw^mDklkAy7UwtlXg6_=IK z-+uP{CH8qb3GeSd$F51z{C?J|LYC2dPb@6hF1&jETH4HP2L69*dmCK9-(~j3wzV>H z4GIbaA4dFersLskuZAD|c07xdclHL%<*DAeQp?>nI2em5N>6YiAS2=| z_8=bkeyP%LiJ%OoF0X>G9|E>O*@Ul6gkitVuX~%^6?*miDMQdy8)bw;9 zyQrvF#|Oc-Se|*69Nllv^uQf9F`0s)Sir*R{shIut@m+px~i)0V`KM$h+Sn<-WVuy zoK*nJQqX4L1kBqDL_~Yr+hBNt+nk-BPju;$le07F`YND)N?MvJ>`&<=mg+S`Szmt` zG6)_E_(re2XF@_{eSLkyb8n-tR~O!z9=faom3BE#{R&|9$;)K0eU@Mdu)V##5A7E??wK&B zskF2gYmOa7_GMB2j_tFZ!Ez@Hy@oVu`6Ge}ecpn4K8@Mi;^L>j{4Q+;emQH;|KxHj zHeva(e8ZC>i`^v98=|5H5}SR=4Vu{et>r}I8Z@k;zM>vmW_EV@-c#KV=2&ie_&P^= z?8PZ24H7V@fGGzL5FZ3`q4!Hz-*vf{u zT}7{^5cdS%Un6~+ey?TVt%$iw#&kS1G>`4Mr{?BY)D#sl91tl~%>?i2)Kkos>%5EE zdbj_XpFhV*5VbvD8x@fv{v3Kv5$ma~XLGr?nYlUi$%nKJ z$?(c#{;9&rMLD2U3E-dalLA4 z3CytD8zHB%sQyr2U;oOuBU}1{s;sCF6J&kEEUfBL!eW%N3O4bY<_0#P{!W> zAEfQS%d@SFweP{CKW2461;n zmseC&l$QgzK|_9lviLhAe)8lA2sdCAQ-Htq1(pVyj~;=Res*@pj7f@*i%enQMJ`+X zQFCkSaM9C;U`O1&`(nx4BPKET6Jr)%>^tUpb<<$m@v3rA^dMJPVeSu#qF$$(4M%s zxOd1mTQCd(g<6Nf%@NKgHF&wU@4RcAC9?Akf^;SqK)G`R`2~9SM!L-&xZH(W2l+q?$G)ESx^3S^=o8gg1#s2 zIyyT2hmapIE&c!`p`iAxbsmJ%ivXBYEPsvm{2<{|0njI`2gm;87Y^eQ&@*6<#^8B6 zbmtV*=o=Z;cx;=~1|66Ij*B`k5K~ZC{16UT)Ho%{@Q)CDoS^-&{my%Xp%#3Oh_e}u z@EK!kc%wnJXQ}Wtuo33wVq#-u9Tn2VQl1l1X6vy<=BVf|@g;%N^aEy^XGepz*&Sf* zyMSvA!#OiEX8Mz?8{FKXK|voy-R$5VimIwA{Cx7{y6H3Y*(o?au5NBToSea-p{_12 zkl4$hR1V7k+qLrzMV|b619ugOs00?4`g2O(X=iErf(;4NMR;VKk9MpW;pz&7FwIE4jRj6h!`q^lSD$ur&_KS06v)Sy3Nm5?B*7904@rJJh^bi>Vn*q+! z!+(#jB4Kg?7Aj29kw7~iJa_)&jFOn1a7XOWwNm74jZN zq9}q08068TG+}}SekZUG$T?*h;HguXMj5ccgFFnvYzF$|)$k<|8CzINfZ0-{B46Ed zhicJL6z5Tb1?zVF0xI@me8x)qjwin+Gc9wL9Qi=3BT#X>zRd3Qhp};4JE{}r7^6y8KjWz*q5m$0~7u0{fD40m{MVE6<|E{&6b)37RuWQ zj@#!7e{wE;xMslL2vPmQi<1WJT7qA04d~fm{v$xGN6;4oErADnUj{4hy05?F-eh{L zQBR>R(6ne=+Nx7vqmd$si^E7RMr{ILW`qLjDa;1b4c-x({N?K6xMv7hN)Ke< z76I5VGN1KhfbPlk0ehqksu!uU99j>fE0FxZe7|^&F}{?gtSFL9llipe3uC-m7Oj~3 zS3qcb?~RwjvJzHNY>*af?1GUuvYjwBY&BLQ0IvDCXr;(0Yp+$>jvY2(Q`Sk%oV5x+;RKyGmrPAbO*H{40cZlg-z(m4CJp%X^z?K{V5}g!D7f_NYtv0hnv#{C{5URqulUf1 z4gu|T|Eso@-1qqk3IasUdeyeFqGCJLcEc9jJOTO}`tIEauu)-PCULyN??dj8?7bBT z_c0UauE!rS_tHS8)ALav_X!QXUm?^)`A|tIQNZd7<`PGqVfj{T^v&HNnlBbZ z@t6|NdT>RXxozPgDnX=maFt>A z@Uz-jm4}A6V}cdjKU7Q*R!de{s;!lU9t+=0z>;%*N2F+&rnhpX-C3+oHC*vN>fM_f zO(D~r^o*A^r}59l^wRFEzg}`g6Oh=#^&lA7!gUvy;|i&$=;*vhmER=RCG+!Oi~v}c zRWsVh0LSSUA;@r3F{2?0!;Ru!{Ja@K7DJ^c>%~l(FBR{_w;WC0|5GWiaUc4QhMAd} zl~vYR8h70hxKuXBYe`4V?d=3aL^W_*E-AU7e?3+%!_F*e-hxtLPp@mf*}|!mLv&kQ z64n}=t4(&%C+qfu)rU$5pGqR(q+B)eeJK|)Nog4<8i2JSsQaZVe@{=C#ey%TRGbIU z2%avOwQY5Eb(G7p|6+C=@vP%C`sp`P82evpMSsvLmAyAf6&24~d}c)w*UAsxQzR23 zW8AF7;%L;by1GDi5fMF51TPsb0HqL1cVsAYZ>Kn-;b$p3gX?cElDcB4-i;oqmp7OW zbk$n*w9Aj7{-L=Dxl3^8^8aU7Mkmg3j>cOM!?n;iX8QSXVn9LVX#IxTnwuE}uJXfe zA#!431{YFfL`;nTJF`&u9w5}ScuGAC&&9Ijo#@SuQOGlm1WTCP*x7L>$vz>5;g$B* z=lfR|KxsKUmlPKl_q{yH`21Oh819>X#ZgvP#(2`QSf#+_NXW@qbBe%%3BQArDJUr^ z2?Mu(y$Ko@+-djb zbKlwf>~qgqckjFR+UKr2E*CC@ng9R(_j~dSc%UM8frOrfh=}Ndf;>{4i0IgJ_-l0L zIDF@a{csC>Ira3u9Fho6_>)qV9YI8Ng-8K;SJO2CH{_w$r8RtdWx4qZMrM-Q-$5<% z{+|}*hAULMZ%R%IP;{{kQaa6%QT^%4*fKR})Y7YONfPWdQSR7U4cECIlQU;!m6_st zPp0z9^(*Ip>$R>ogf}`+q|1dXU-PPdz|PJ(rW2AQHt{2 zETR|kzbJ_=osB(Cgm@fVK@?##RPMacgPzVmUYj5;ArXDc&~Ay7zDIPAL$}mU!hPdo zSuPPzd|F!C#)gyQ!zbZA9jYv8qobpFc{dy%9y4Nk{P=OYT&NI=>YC-{LrNlxo9{V@ zu8{K)6CtJl+lR4e5Zz%jAtCaAt#phi>>vKnyqcQYYRt{Z=xE_5WOo=|DDB>gQY@R@$uNh{q6YlH|0S>_QQjdr}@Zy zRD=`@wY45SqNSlh&9<{p^p<}4!h+D%#eT@~le*;dz=Ga{q$q(w*ba$Ae(bh#q*>#- zpPOxKp)tWBC@5%YX-UDZvWP8RZcn|}mLPHu+1=e88yjof@b1Fdvm)*r7Ri!co}Qi; znI-ieJm7iy^UTACy|uNq%svNd1vx=9w`65yMMXq57kZa#U!IU1U`M=>4hs+Gv;33M z)zu~9IK6UIxGG~+EXu`YeXz6Yd+Nf|U|io9<3AY+Nl8iD%OlKE-jzW?O`WPzXmlWN ziBTsje&});5 z%xiBhdti-|i!1u3ZdRgRjklM#_Yn?TieHPaS&?gQY1!P^5O-ZM@+~e_lDJU*Z0yHJ zwRE$VxXm72`wNV>SE3EQS<;%Dm2`D=1CU=$8p)#+Wsvy2-kLl#TG*!V&ZfSQRqDTBL2ftA zEdw^h>C=7%HAkYiZiV{8I!YexOsuV~X=JOAsaaTjED3w@f(Q{OWUJ%ivK1$2ZDVVj zsXo^xg}3?Wm8s4V-83;VAxMA0c=1o>eZJUW=0~hSF|G1`vgsV0oL>tIS<{HmQR`K? zJ5OLjkZjRSyK!6(^CJ~A;T8NvCWx9$O;Is$PA-(5Kk2EW7H5=IZ@#{&`07bAVkO<4Go9x-$$tz#K7ud`}!6K%Q_!O960e{bh468kv=RisPgpk zqBAZoE>09fT_hnHU!Q4BypJ?*OX_CAkg>|H)GQbXUA=l$?j7S8>QNB&&4E(;k)Ht+ z%;K&_la)njtC2lwnH;eWi+x|p1Iny>xiK-a=^a%M%3W}uBqZoVFx}n7jx((TE;}-M zYHHuvALc!}i+uk4`P%`*Vk;`Lsi`ST-IewA^bt{-x76L}-y_~K&0RMX$?7O#Qf|(@Z=1v~V7JFPuo2hP@!Bmx{ zlfpFNXWjqRG+xN|X>d-r6|4al7nfvBQBl|Mu=n`S08fXGG?{||euu|vUL0Ip{9pHV z(APBvTC3UuDA-{f(4`(^WMs$;RD64m20LzqJm6=2edf|>bw)s=Grz{WN(UC5t?A^4pJDWT~;fmd@{ zt6pQ5Pa^^Y0}+Vft2UHexw7Zyi|$5uc#0sbMx?Eu&Vj? zEk??H$TsALRV0T-*1>u*KH>KB@nAasVXy5WxAkeSjSjic{;X$}+cQ&Brc2V^S1Xgk z!^tz%-C$RnC%IvId$)Z_B}Ypi>Tqyy^z`)1&CRi^CPg+)iF3uzeJwJvW!E@<;>4~| zjEjo5x3{b;##l&KQxl1V#d|wIdj32cVmRQVZg{FpNSbzTTatta3`xx)&R)!Aac8BD zlwosVn9tP-U^vp-gV=jxmW<3&fPVObN${#*aRF{qC9W#Tofk9gHgh>viJFEcTay#O zL2EeDPAoq^KOi6=*?Vv9cN7=9QcSJ6P^YP7N8HpqMF9pPdtiKkaEXG&FAMef#XW z>u{t{Q{}P!N%Ipd(ZIlfL4`|*eKBk$F|i5>k1g6yekg&WbhZ|K(q$bN+<+EZ+uHj2 zty`+{^0dNsjK;wulrV_qW@eJRlMzU##XeqK_O#tlxv8x!T5QsO^6TXOQ%?)+T&j@l zqIaCio+H_xKfkXzwz#yE^#1(=b@d;#6<+%;4i0=|k9BpIfi>dotH}nYz!mi^gFG*HSn6L> z4nU5dKYxDp>J>1>vt)vVhf6fKeo;LvkcX@58kkB^VFwKYPg##_Sp1}kgb_wT8OHQsWe zO!{A*zDZ9v*3_i*x&Mwq$fl3R(DTW`*St@k;)Ly)d{SP&ehpk8=*p?9mL=b3FCl!N znu6jU61Tn`PG_9#bF>RVZ9n+!E)s71FS3yH%X|05#YJFn;Jz&7cu`PSKSJ#+d6JH|lNgB; z6Af_ubGi3-HKCQ@NV3DmtlCjc#IXUEBmD)m^un)5kZg|8?ZaMh9jX$Wlz44(3pWD; zgYVzJPv`$&Lr?5$)Go4-H-5OO+phKc)DyUXe@}t_-AnqnwCvw~r*Ixjv;K)kAYGaP z0Ib+U8AZr1U4m`#n;mc@vx4$Y)9*pz7jHPPU%&0TlCqRgSt*Vi0l8_v8kpi-TSeLh zPvQAnYS_u4%u>}?gI;Q%+?F(Y@Zdpvnd8iSl{5(n$-&{FZZ+Fy&)Mu3cY%ocVwLQ( zkO;S}esi+xMrZhl&(n*!0-!L%q9EUe(4!TwCI{x!)h-`WyYnVK67x)4* z%%|G$)a2tBU`GWua$JTcr`KF&^rh=YC;5nj1Kz#sNd)?akC^5>r9*5&Lc2a0p?Z;y z4~fcfnfw)ImUsFFGaoViB?gA3(?ceF{agi=Aj6+71=gmqXrvqio}Fz^Jwe8cd1`Fj zqJQy`s0oQc3Jh3SSQyg8*7hh{ZB5U52FNqm@p z&5Hcp$M+wDu*%8F$yE3TG~u-yR=Ll_b!kijc|fT(hF?8#>b%8T=^ZK09nh?AU_705 zKcWcI#=JG5e-8P=LM=cA+38B}M$%Uv?tv}2-88g{{Brb<$aKH*O%59G)IhpWq5Y>47ja^Q0C?F@wJUkRqNcR!DyXg zP9Y&7UfwU@kitg54#ti|NmkR4)R~} znwgMw(#^G72*}9DxVX3=i;TX%%6(X1H~1~gf6_t3&~fT_lzL84QBfpsiA4tjp{St1 zdpN6>xElGt_5QDG&S2w%czf(Z&G+e4?`9p$1H3yYpQ>=dJq-rQH8i6I%B2_${{$!4 znkZ(C9cz0T7)T;n_OzY^0oIwn>*$kKu0KI_U|%ICGaqg}wXjed`UF_wOjA}?26(gH z`0JN^0CH`%gB3&T!wcMBGbdMIm&Jnt^AZsMv3njOgA24gFU%E(eq$R~ZKPsfc_bSq z-hQ42lF40;9f5c?fBurwe3!yL%r?MA&i*ly)2B}#HTaXU`d^ol8hNk}0tDHWE=P(h zQJ*Vdum6=+t~IBk$VSf2o((cgk`9C(Ew;)-m`q~zCk1k&LF(uWZ$lQ7wszLLp9-0O zxb@4~*xA>a<`d5u4>o6dv5 zgfMK!7{}Ufx|VRXIBS?HDAB3Hu#Z)ZpQX5FVrB-9O!&r);1LWLB?)3}dwa%uZ*PxW z?Z2tq-8Z`0+8EkS3jt8hkfVS#d$6Can*5>Bq_wpbFcV+{G|+*;C`f8qYF^9^_Bs<2 zQ@QC%hujwSij1x8O=FwkO1J9jYREc3!Yqfe$^o4OhrXR1Uk;x2dSMGg1T*TfwU~p7 zfQL<{2Ht1$;_}8^=k5#Xeeoomxj1p`n&F!_Zw@ZpN1?VsD1qO=^uee`L_`Gq8W?aN zsrDN2T)(hf&i zOa77A4%Jv*US3DKT&bS~I*4~`cP4qH$^+Gt_ZXR>oof&42sslSzgc8tWK2bQPj+Ji z|Fvsx{l9+ws`K%|`gboQhUgC;gn$(O{85+Wh-j>=tUPs|wjHf2%zBRjEX{=Q<&=hB zs{-~i{+^?eZPu2Q7#nMuu^)Jc_b2?6wLbO9*gqKCzRyo! zgp<9tVzaZ&<>lp_oHjtF1Ni#BdeyA2llyw2|4MK+QPJxy{-jsl|1^&K#~g^86^kvg z8?ss=PdNlK1SaG|QQb_{HwpCf^Mf6SZ<{8XCWj<$iCjmzV&{m`)ssBH1nj{tQ;SRg z4;c7AGR%K5R{Y2J@tPhhBVOByO9?m-H#Q5ZcGZ`AV2eU7 zi)ni-r#IEto34z0ziB{LbnzD@j|Dhv#Y}bktm5KLUHhu55sl62Gf^YLVVvTNUA^gvVM(q^R#3hUiVU|%c4%SQr_Y| za&##M-?m?#I(h08H6^75JD7O}N=g%qd+iSpfEU`U4&CN+vO)PVf}rDZS$qU}Tg}i; zOag%tSB?f!^Uh_gBXQsLQz_@;M~i{C5Kbv$+tWbCutU@ddJUb{-*cu{fh%jDSQ)fd zM|`?mjwZK3D0_O+j%xv43ExCOE6&Oh2*?d+By|J><(1|kTYUOv`eHvMshi|z7o6>Ro? zNF~;y9332Jje)9>@Eo!s-Fb_@VFH?K%E1lX0sJH2IxFivtT!0%Aq+U@=ID2fBH;z? zeVr||LGK8!p2W^?N>740C`s7a*;#Y{ntgXiUbuknHz5Sxnc)o&H8eUuvg5(JoJacr zz=5EWbl>>3VYca_k>b8^!XJZ z*vri;%gf{ZE32w56tDD~CzEwRn%l^ZKV0?^yM5bpwVo#U3#6~WwcjBU@C;iz0XfCi zeD?y3M5PxZFgQ35y918e#>U2f7A9gKHbi3RINuvy>Pwf5ep?+E7O0QndPqQ1rI6n4 zzKb$d3y^=gxw*mH#0}dxE}K;mAAmHxd-pB`0X&(+V0wDxZEbNBs^S3Xq!iW`b-fD4 zZLSs;*U6%yqpfEMvC_ZX`34lS8=xjYJA|ttDQ#uC8uD zqANsn$eBMgB)DVv+jCX~Vti?+VwyXHOn_e5#%2*~UxNb^G=6P*pk*e>BOiiTe)CoV z)2Z?r&jC=(VBEE|wT13kh8PboWSlimIPK)_F1n8sb{uw{2&t{TgK)X=sF>jozs?b9Q!y)KOac2W$hl7~I@kBeqvxBUAnI?Po>;z>EK~TU) zh=(Cb$S(~CngB{{juYepmc4P~hKR^6z#n~x+5Q&p?Afy*VnKBn=;5<|*|QZ=_`!qqHV+REW>KeExG)$@)brTlGG!`}DWe#(!+XtLmd~u27V!y<7A%TOPEL-9 zppbIs<>f^!4R+|>MQa;Yx`z2fR9=0ww*dJBVr_MGcV{9L62IL7&o^)1#u;RU9gd?{ z4Ys#%SX&#LohQOw{=U9-JF627Aq+H(jEl3gJ9F8|YZ{p1wuOxE{00TLs&~?0Opp-Z zZ8Wkcf7Il>*D&}1yu}A@eMKY`UY^qgknk%#ZyHEgSd%PGP0f`?DlY9yYI=H%`-fE< zfAcRDEX%>GHJeN2hlhs&AM^5pRhb~~u!|=2C?G&s)7EF&*1IDWry${Q-J8FxF|;+} zgZDy|yRB!r%mD}&6(k&_7VG}a^_Vt&upKB0;LXy`h42%dmv`hb$|R-%y^tts$;L$R z;lqar9Y_py(2|bR=cPtvT_SifBlPXu4$jW#{YxR}2rh2!YiSToM5%H{DNclJEcUO@ zcjxZz?v8lx;|!11qMV;6#ZL1nPn#i761yw=hyEe9}2&Ig{dKEiXU}#QjlwB0zDX3C)DVudsL~=i%-1$ zR$hKI!HmD{ww3|70}wg_5P&Heh0)o<+K+sDK9O5cE$X#bR8UZ`s<@$oNJdRer~l@3g`V&+=+L&MAw+0poej89F#NITgw0DX1P zJ;1n?LTRR+qY38Hv$}67JYZ?0MimLRM>%&4HfwqOf|XRSg0HzASejO`<=dj7FqpHL z_przn6&3OEx_4K)8RSYkEyi6*YR>FPpk>n) zl$3%41IJI;92`nRmW1hp@i66!Ei7CIu%sf9QBk?LtYuKxKxZI1x3G|ly*46vFWvoG zPvaqQ$_6%N2s9Yv;Z9PFsX@_`Q&X7|8IXWoym)b`J+;o~Xq{Oy+slC6x$X9Hx-(Qf zD545LP8OCYkmep#J3}8gpzN|VsDOmS7@cC%pi4#@^z0?^2Tz_q=S`kuuIj$5x7>qf zAOm&AnvK29Yg|OY^Z(w}9DG7UMIqrK6#5B3OG{IeQQVb>jqT^~@NjQ0YIVH+#OaF( z;%;k4hx=TdoJH2&&<{dI&y5#jVHtxZJ5VDzcMcXfF(F}aXo!NG95(#UfuZ;ARdMmb zj*c%73v^~FcX~5gY%TT!arKwj>Q)grr!_%@ALtxHy6NUvW~d#3%IJ)tJ@PExU7rCD zm7Sfv-uSrCjDr%?+j(f$y$|;;OSn7L2U3CX1UiL{sH&(qo|~DSZ9S6A&n7G^%);{0 zA1pS+i7LsGEi>!hi=`vpP3#~p^LlTPZO(O?!yVZ}#RJ8~j-wJv7$_62TnPz9Cg_R% z>3I7cv1=f&pMew3N_g1S zS1MnR+h;23Auu`Y!iHcv$Q+Hq_xzyrbg}@|QG-9UuQEPr5gs|%ZS$GNK|iw#hb}yiV7KiK)xouIEswMj zQX9g71D_J;dscZZ5rH7b_gAWc>hkTfGMH0y^YMKJ zN0v>powI%C~-QaT~L$s>LUS!p|k`M{p z`Zo)qy`fv2E6k5R?qef~h~BP@NO$fHp)QL(~EUQ7Ac+~J^!k0`hnF5{n^K>Amsf`9W~{!Wub2pv8wz@99RfMYxZB9O4b z1W#Wlxsmvq*KCQtmRvbm61)+fxkyIXWVJ7jP3NDvLBGe*PL!khdqfc41G5}A$#Ch_Wg99X= z^ZkX{W#`C@p%ejp5=K$kQtxrJ5WLH^YnVZ;+GW~3e9x7Wd;g;&Z-jvhtmn9OOBi*Q zNZC*63niFyy>HK+JbU&TPA!#LvmiLRxeZF~^p%vr#(WNlCmj3&iU(0a9xyotqzF|w z03HJsRWY0%fc{$0y4dJ0tpEdJ;HzoS+yZ3AVCb7fIDjcx3F$gv~&<09kY zph!xXpSQxL#l^)z?g|zMa1f5brNZ~0{G&r=hZCVvYsv)u3NaaeHyOV>>PrgL0R7Da zd$CZBXLfe^(E9)yGZc4&YRgc!ba5%Ux=io?WGTL&B$&S3{%?-UAiaYJLud&i8jIMk z{?%F?EdSM7fjb2qCMG6^(D`ii9V8Z@nLN^=ETLd}W(GFTPu-w^0BBiNs&HUFVye%% zPjJBL0yw(YU*?!S7yk?>@i~0(YkljL%G!xLSpw;&3Wl_DwaL^VjCOekwMttgG*I1M z$NGw`X^flUC{(-{#PlsKEdv8_s^#V7Vte&o}2V~7N$v(qBP#2h(`RWs(3nG}Nyrnd- z20wmC4~9zXGZKm>daC;b+bKaFhL8f2k0Ppa2ghKhh z%0*A2KMf6j{yP>|jq^aSAT@P$n`jHad?`aMGa2XoMa|vij%KjTzFT>&J@?_Qp;#!% zKpA2S%|pYK!PFHwx|XJaV;*?ITDYv^J44KLnlFRKeLna?<5rMNppi6i#^S0S{!E8bR zf;2HTg^R6%pTDk^mB97m`9E-z5{}A9MZIj`oQ38=65$sZCX{!Y__+FQa;0j-FLZqW`&7UZSUYI};8^hgnfw32 apJ=-Jv~@Yms0~g`6Di23AoHb-Ui~j9ytWho