diff --git a/examples/[Example] CKKS engine.ipynb b/examples/[Example] CKKS engine.ipynb new file mode 100644 index 0000000..7010dfc --- /dev/null +++ b/examples/[Example] CKKS engine.ipynb @@ -0,0 +1,1247 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "af8d58f5", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:45.220258Z", + "iopub.status.busy": "2023-11-14T04:21:45.220035Z", + "iopub.status.idle": "2023-11-14T04:21:47.238260Z", + "shell.execute_reply": "2023-11-14T04:21:47.237649Z", + "shell.execute_reply.started": "2023-11-14T04:21:45.220233Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 3.64 s, sys: 9.05 s, total: 12.7 s\n", + "Wall time: 2.01 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "import os\n", + "import warnings\n", + "import numpy as np\n", + "\n", + "import liberate\n", + "from liberate import fhe\n", + "from liberate.fhe import presets\n", + "\n", + "from matplotlib import pyplot as plt\n", + "from tqdm import tqdm\n", + "\n", + "warnings.filterwarnings(action='ignore')\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "id": "b433b1d9", + "metadata": {}, + "source": [ + "# 1. Liberate.FHE" + ] + }, + { + "cell_type": "markdown", + "id": "16e9aff0", + "metadata": {}, + "source": [ + "## 1.1. CKKS" + ] + }, + { + "cell_type": "markdown", + "id": "bccb3967", + "metadata": {}, + "source": [ + "### 1.1.1 Available CKKS engine params\n", + "- buffer_bit_length=62\n", + "- scale_bits=40\n", + "- logN=15\n", + "- num_scales=None\n", + "- num_special_primes=2\n", + "- sigma=3.2\n", + "- uniform_tenary_secret=True\n", + "- cache_folder='cache/'\n", + "- security_bits=128\n", + "- quantum='post_quantum'\n", + "- distribution='uniform'\n", + "- read_cache=True\n", + "- save_cache=True\n", + "- verbose=False\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "fc981006", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:47.239906Z", + "iopub.status.busy": "2023-11-14T04:21:47.239660Z", + "iopub.status.idle": "2023-11-14T04:21:47.243698Z", + "shell.execute_reply": "2023-11-14T04:21:47.243243Z", + "shell.execute_reply.started": "2023-11-14T04:21:47.239889Z" + } + }, + "outputs": [], + "source": [ + "# default params\n", + "ctx_params = {\n", + " \"buffer_bit_length\":62,\n", + " \"scale_bits\":40,\n", + " \"logN\":15,\n", + " \"num_scales\":None,\n", + " \"num_special_primes\":2,\n", + " \"sigma\":3.2,\n", + " \"uniform_tenary_secret\":True,\n", + " # \"cache_folder\":\"cache/\",\n", + " \"security_bits\":128,\n", + " \"quantum\":\"post_quantum\",\n", + " 'distribution':\"uniform\",\n", + " \"read_cache\":True,\n", + " \"save_cache\":True,\n", + " \"verbose\":False, \n", + "}" + ] + }, + { + "cell_type": "markdown", + "id": "b580775f", + "metadata": {}, + "source": [ + "### 1.1.2. create engine(context)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "590c6743", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:47.244390Z", + "iopub.status.busy": "2023-11-14T04:21:47.244238Z", + "iopub.status.idle": "2023-11-14T04:21:50.378705Z", + "shell.execute_reply": "2023-11-14T04:21:50.377658Z", + "shell.execute_reply.started": "2023-11-14T04:21:47.244375Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 1.91 s, sys: 617 ms, total: 2.53 s\n", + "Wall time: 2.63 s\n", + "\n", + "{'logN': 15, 'num_special_primes': 2, 'devices': [0]}\n", + "[2023-11-14 13:21:49.913963] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-14 13:21:49.914070] Requested devices for computation are [0].\n", + "[2023-11-14 13:21:49.915256] I have generated a partitioning scheme.\n", + "[2023-11-14 13:21:49.915270] I have in total 17 levels available.\n", + "[2023-11-14 13:21:49.915277] I have 17 ordinary primes.\n", + "[2023-11-14 13:21:49.915284] I have 2 special primes.\n", + "[2023-11-14 13:21:49.946972] I prepared ntt parameters.\n", + "[2023-11-14 13:21:49.947024] ntt initialization took 0.03 seconds.\n", + "CPU times: user 3.18 s, sys: 702 ms, total: 3.89 s\n", + "Wall time: 3.12 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "# you can use ctx_params\n", + "%time engine = fhe.ckks_engine(devices=None, **ctx_params)\n", + "\n", + "# or you can use presets parameters.\n", + "print()\n", + "params = presets.params[\"silver\"]\n", + "print(params)\n", + "engine = fhe.ckks_engine(verbose=True, **params)" + ] + }, + { + "cell_type": "markdown", + "id": "337b4112", + "metadata": {}, + "source": [ + "### 1.1.3. Generate Secret and Public Key" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ae067872", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:50.380765Z", + "iopub.status.busy": "2023-11-14T04:21:50.379922Z", + "iopub.status.idle": "2023-11-14T04:21:50.388179Z", + "shell.execute_reply": "2023-11-14T04:21:50.387680Z", + "shell.execute_reply.started": "2023-11-14T04:21:50.380732Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 3.21 ms, sys: 4 ms, total: 7.22 ms\n", + "Wall time: 873 µs\n", + "CPU times: user 286 µs, sys: 356 µs, total: 642 µs\n", + "Wall time: 633 µs\n", + "CPU times: user 5.28 ms, sys: 6.57 ms, total: 11.8 ms\n", + "Wall time: 3.01 ms\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "%time secret_key = engine.create_secret_key()\n", + "%time public_key = engine.create_public_key(sk=secret_key)" + ] + }, + { + "cell_type": "markdown", + "id": "918a6e80", + "metadata": {}, + "source": [ + "### 1.1.4. Encode and Encrypt" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "38130b07", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:50.389158Z", + "iopub.status.busy": "2023-11-14T04:21:50.388826Z", + "iopub.status.idle": "2023-11-14T04:21:50.493202Z", + "shell.execute_reply": "2023-11-14T04:21:50.492284Z", + "shell.execute_reply.started": "2023-11-14T04:21:50.389141Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 91.3 ms, sys: 7.2 ms, total: 98.5 ms\n", + "Wall time: 99 ms\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "test_message = engine.example()\n", + "\n", + "level = 0\n", + "\n", + "pt = engine.encode(m=test_message, level=level)\n", + "ct = engine.encrypt(pt=pt, pk=public_key, level=level)\n", + "\n", + "pt_dec = engine.decrypt(ct=ct, sk=secret_key)\n", + "test_message_dec = engine.decode(m=pt_dec, level=level)" + ] + }, + { + "cell_type": "markdown", + "id": "55e8d691-6d24-4dfb-b798-4948d36038d0", + "metadata": {}, + "source": [ + "### 1.1.5 Shotcuts of Encode, Encrypt, Decrypt and Decode\n", + "- `encorypt`\n", + "- `decrode`" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "09f99d0d-16ee-4397-899a-d5beebebd5b3", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:50.494451Z", + "iopub.status.busy": "2023-11-14T04:21:50.494155Z", + "iopub.status.idle": "2023-11-14T04:21:50.502854Z", + "shell.execute_reply": "2023-11-14T04:21:50.502016Z", + "shell.execute_reply.started": "2023-11-14T04:21:50.494432Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 4.74 ms, sys: 0 ns, total: 4.74 ms\n", + "Wall time: 4.02 ms\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "test_message = engine.example()\n", + "\n", + "level = 0\n", + "\n", + "ct = engine.encorypt(m=test_message, pk=public_key, level=level)\n", + "test_message_dec = engine.decrode(ct=ct, sk=secret_key)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e308d6d0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:50.505411Z", + "iopub.status.busy": "2023-11-14T04:21:50.505168Z", + "iopub.status.idle": "2023-11-14T04:21:51.366591Z", + "shell.execute_reply": "2023-11-14T04:21:51.365745Z", + "shell.execute_reply.started": "2023-11-14T04:21:50.505387Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " -378274.2788226117 | -378274.2788226116 | 0.0000000002\n", + " 7265.0778505985 | 7265.0778505986 | 0.0000000001\n", + " 361175.7458041484 | 361175.7458041486 | 0.0000000002\n", + " 207452.1857617789 | 207452.1857617788 | -0.0000000001\n", + " -284320.7435922212 | -284320.7435922210 | 0.0000000002\n", + " -492244.2069705681 | -492244.2069705679 | 0.0000000002\n", + " 54367.4544486739 | 54367.4544486738 | -0.0000000001\n", + " -224174.6185874020 | -224174.6185874020 | 0.0000000000\n", + " 189194.6002515436 | 189194.6002515439 | 0.0000000003\n", + " 408478.9640180998 | 408478.9640180997 | -0.0000000001\n", + "============================================================\n", + "mean\t=\t0.000000000010051+0.000000000000333j\n", + "std\t=\t0.000000000241156\n", + "max err\t=\t0.000000009431258\n", + "min err\t=\t0.000000000000000\n" + ] + } + ], + "source": [ + "liberate.utils.helpers.check_errors(test_message=test_message, test_message_dec=test_message_dec, idx=10)" + ] + }, + { + "cell_type": "markdown", + "id": "272fbb64", + "metadata": {}, + "source": [ + "## 1.1.5. Encrypt different level" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "b8739c35-fbb2-44c8-bf1b-2b4d147a7d4a", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:51.367634Z", + "iopub.status.busy": "2023-11-14T04:21:51.367459Z", + "iopub.status.idle": "2023-11-14T04:21:51.371665Z", + "shell.execute_reply": "2023-11-14T04:21:51.370982Z", + "shell.execute_reply.started": "2023-11-14T04:21:51.367615Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Available Level : 16\n" + ] + } + ], + "source": [ + "print(f\"Available Level : {engine.num_levels:2d}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "cbb75bef", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:21:51.372755Z", + "iopub.status.busy": "2023-11-14T04:21:51.372525Z", + "iopub.status.idle": "2023-11-14T04:22:05.164924Z", + "shell.execute_reply": "2023-11-14T04:22:05.163892Z", + "shell.execute_reply.started": "2023-11-14T04:21:51.372731Z" + }, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "level\t:\t0\n" + ] + }, + { + "data": { + "image/png": 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+ "std\t=\t0.000000000241015\n", + "max err\t=\t0.000000009604264\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t1\n" + ] + }, + { + "data": { + "image/png": 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jAACijW9hAADoigWFAGASA4CAOnRdO6FruscL+844Xp0fEGVOBk4pkQAAVUUlbCQ+RlR4kddjsRgPziF6GEQHAAAuoTuaiusBv7GgEAAQSsRU8FOUnjKMzpkCcIujXVxjhv/EeEzYAYC/GMEHQsnuLrD53keNgaihdwIAwAjaRPsY7gwOQx4YjwWFAGASDahemqqKg04CIiJqHRvqQgAAgGCwU5x/uNbQRcS6o8qJ2ngAYAYtKAD4x9FDvABggD4OxmNBIQAglCqLC4JOAqLE5Gip1Z0MrzlmusQVG4lNPwfFkgcAAAA4ZnensiipLqXPDYjkXoDsdV3C2mcHuHaeoQUF1EJbAUBndM1TcT3gNxYUAoCHVk2pl/94+0LZNq896KQo54qjpgWdBGhMuYEQj4L44+a2yc0XrZBJtaXefIAN8bTo0c1TZ+IWQSHrqStKXymPQ7jviJoJZYVBJyEDO13kF/X44Z9PmhN0EoDARbwa0Bs3DwAQAoyfAAC8xIJCAPBQb2OFLO2uk2SCoD7d8p76oJMABMLqYsgpTSP1iCq8GqRgLB8ILwY3vUX9CegvEfCW1Mo9rAOlZMsetO/AiFwPxvH16Ygicj0A+IdQA2E1mrfJ40CwWFAIACYRs7iN6W9Ek/Y7mVAZArCIXa6ig0lzwB7t40OEGtkTyI76GwAABIlYBADgJRYUAoBJduJyplSDw3w2fBWh/ObVqcaEhSgItyjnbieDm1QL0cQiVABQR67d1xA8bk+0cf+hIrIlAAAAEA4sKAQABIQVArBPta/XMpuaMCyMYdEfAD+Nr3GofwCEFdWbenIthhi9Xdw3AAAysdAVUItq4+hAlNAmOsc19F9PY3nQSYBCWFAIACbR7QKQTZT6NPG0ytDNupHdT/zB5Df8Rp4DAABAGAW9qzJxNgAAAMKIqaJgrJ/WKF31LCjEISwoBAAAWlKlQ6FIMnwT9vmKsJ+fiDplB9HB0/DeokwD8AJ1C0axQ7Dagl7QBgAAANhFLIt86I766/Mnzw06CVAMCwoBwEsEOgBcoFJVwoQiAKucDA6Or3PYxVR9bt0jFqECxrwrGZQ5ZEf7C+RA8QAAAHkwnB5dhIrQTSL9K8oQeSwoBACTCPrd5fX1ZCIa8AYlCwAAAIBuwjpGENbzAgAAQPgRywKA2lhQCAAAtMMC3+CEfYdCnhoE1EX5VB/3CADCJ+zxv+74mjgAAAAAAOAFFhQCgEm9jRVj/17b12DqPbPbq0VEZH7HBC+SpLXassKgkwAX9DSUy4LJ/udvlfLP4dObLD1Hd9RAs+nXJg9uL67SHN7CztT77db0VUVxkqkwIKQ2z26z/d7SwsTYvxMqVYYKmXUw3lSBbt+KeeLCiUEnARARkSOmN5l63bqp5vqhVrVUF2f8rqI46cln6WJRZ23e1+hW59nVUVsWdBJc4dfCu6qSAk+PPzit0dPjR9mKnnrL7ylMxunH2lBRFO02JuxmtlUFnQREUFd9OOIVLzCUEm4D7dS5CLfasqKgkwBEGgsKEXnZYumPb5npazrgzPyOGs87RrMn1oz9+7LD+1ImuLNZP21kYujImc1SXECVO151qRoLwj51wqygk6C1j26eIR86cprv+bu23HonYkpjhSzwYHHveau7Lb3+onW9UmligrYgEZNkQq16Y+KEUjlmVqsnx64odmfiLVeZLkzGZcuc7AubLh3sdfVLFqY1V7p4NHe874i+oJOgnLNXdAadhNB712CvLO+ps/Xe4oJD8VY8HpNTFk9yK1mhMG9SjQy0V8vhJhcjueG/z1ksAxYWMV64xlo76acPHTnN0+OXmegvIHpaq0syfmc2njx92WS3kyMiIs1VJSmLlDbPaXUtNtPV5jnexLw66mSC3pJzVnZ5duzyoqS89/DUeD4qC1tHvXvDFE+O21RZbOtBg2SCVRp23LhtVtBJgEeOm9smsyfWyNLuQwvzT1WoD9dYWSTXHDM96GQEyo8FvR/bPMP3+bUPHdXv6+cBZt2wdcDT46+b2ihrTG6AEqTx7cKoSCx2jVqwbpPROONo/qgpK5SjBlo8++xPb5/t2bGBMFBrlhoIgFFT/q2zFsnW+e3SWWd/0NSNIHHVFOtPxkbR1Zv65b/OXizfP3+Zqdd/4+0L5drNM7L+3cwAYk9jhfzowuXy8S0z5QMbp2Z9XeLg7mLJRFz++P51ptIXJXMn1eR/kcc2ebQ4Kp3ZhRRNlZm7g6QfJ9/A1+yJ1XKSDzvufPcdS2R+xwSZ3lolP7hgpDz85F0r5J+3eztgNGDzSefvvmOJK53Ud6zqkuU9dXL60snyu8vXSmOeezZeLDYyiXzzxSvyvvbDmw7d55hLy9w2z2mV64+bKX9431rTi90+s322bF8wUa7dPEN+cOEyKUymho9WU/bPJ83J+jcnZ1lWmJD/Pmdx1jL98S0z5QcXLJNPbh2Q4+dmLir8zPbZcv6aHgcpyPS985fm/LvZ3W5HLeq0vyD28sP75GunL5CzVmSf4Dx9qTeLFIy8/4jsbacd1aWZix5aqorlvNW5J3S/dMo8uezw4BZZbp7tvA1a1l1neD1bqszVTX4sqGysLJavvm1BzpjJrKuO7pfPnzzXhVT5669XDrp2rO+cu1hW9tbLB4+cJt88a5GIjNRhXg6AFSbiMr+jRr5z7mKZ1zFBPmJhEq6+wvpDAH7tIhX3ePT6hwf7Czdu83YCwQuXDvYGnYQUjZVqPZF+07ZZlhZK/7/zlsrHt8w8GKtkDoQ3mIwnvXwo659PmiOf3j5b/unEOfKJ47zNs9dtyd4fV8FfrhiUomT+BcFmq5CL17kbYwbh9svXeHZsM4s34zGRTx4/INdunuF7/ulpKDf92rV9DXLOSu9iqx9euEy66s2nJyj/cuo8WdpdKzd5sGjMzO6hdtx80XIps7nIxmk08fEtM+V/z18q566yvhjVrbGCbC5e1yNLumpl4oRS2dDfKPdctUG+dvqCjNftWGRtwdg6TXfaDOKh5C/umDvWr+1tLJf/PHOR7YdW6iuK5IatA/K/5y/1ZLHXP580Z+y4Xzltgdy0bZZ8/uS5cuXRwS/0OnnRRPnosTPk5otWyPYFwe5S7ufDYOmqSgrkRxctzxjbs2rznNas/ftvnrVIti+YKFvnt8u3DvZX/TC9Rb2Hev3QWFkk66bqWacG4d0bpsiXT5ln+/1GbWAu/3TiHNmc4+F2N5QVJeWjx+aPjz9xfLDjEl85LfPaXbzW2biD1fgjrK7bMkN+e5l3/TWvffL4gbztxU3bZslnT3R33PPw6U3ynXMXy9FZFivWlBbI105foNSDEUAQWFAIGFg4OjjlYExmQ39mx3CqxZ2KRr/qErmtm9YosVgs5SuJc1nSXSfb5rdn/buZ4FtEpKOuTLbOb5e3Lzc3WByVHR6mt5rP53x1YabFXbkHx79+xkI5OU9H6QMbp8pHTOZjJ/qaDpW57oZy2Tq/XbobKmR1b53MnHDAs8+Nxax/DfDynjrbkwPp3nNYn3z9jIXyoaOmSZPJBTvpWqtL8n5FpRdNwPYFE+X4ee3SUFksxxksqjNy1ECLfGzzDDlhwUSpdFCPXXnUNHn02o1yxAzzX/lsxfHz2mVejh0ot85vH2snjMrZSg8W8Rck4lKYY5fJDosPLhSamNjO5szlnbKiN/c5ms0TbjjT5UVsRouxdyzukHdvyL1YcP3BGCIoJ7gwkfHvb19oeD3NLsc6fl72mMhN8XjMdMyUSywWk8MCnICxqzARlwWT3dkld+6kCfLV0xfIGcsmj+1km0zEsw6AueHEhRPl2+cskbmTRs7B0kK8CMd7o/2FKY36TW75VTeYtapXrR0XprdWydfPWGj69bVlhbJ1/kis4vZy2dqyQlceRhytRzbObJa4x2MRpYWZcbmZHbz94vZX1l68ztsFuk4eOjErGfduCHmrifqmuCAhW+a2yQkLJsq2+fbiJ7ubgyzJ00cfLxaLZY0tZ7Q6+zq6yuKkTNLk66fXTm2U/3j7IjnGhYdn/FJTZm/Btpl8le8lW+e3y8y2alsPtnv9EMbpyybLN85cJLe9Z7V8Ycc8KStKSqVBHXlWRHZ9L0jEZbWPGwCUFSZksL9J3r2hTx69dqPc+s6VeccNc1nb1yCb57TJzLZq2ZpjbNyOBZMnyBEzDsUQhcm4HDO7VQ6b3hRon3vUNcfMkBMXTpQJNsu6m46c6V2/LZ9YTKR9QqlsnWd//Gdlb73csHVW1v79+IXfCztrfdkRMcpfP3/aksny5VPtL5CLmvNWdzta1J5vbDXd8l5739ZhlZnu27yAN/cwWsjstHnQ4qvOfWgDt82fKC0G34Sgiy1z21K+oWbU+Dg7EY+53n5+4viBsXFOI8fNbbNc5t1i95t+AC+woBBAaCgwNgGFkB/Cz86EEPnikLBdCx3XtvCNB97ya4czwAxV6p0g2Dl1r3fb8ZuO9VG47oAX1LmnUa5fEB3EzdlF7dKoWOdF7h4EnQAoaZiKGgGiXoKfgt7pzy4VY6iY6DleYgnto7a4dcAIdR7/BRSkYHwFhEroOwtAmvELJILO/Sp2iJwkScXzAcYzGrhTcTAPiBLKYA5cGwDjRLm+pJsBv6iwixtyG1n4oC8vs5hOYzKUNGdUvdXc1+y4Nu46bm6btFQVy0MvvCn/8bvH5O/PvB50kiKL2AlOkH0Ac9ihEJHnZ3th/bNozcwI2w4mAHKzE+jTucR4RgPdoznEz6xCtoSXWUCnCR0AQHDmdwT71VcAnKFLoT6z94gd3tTHHcruAPnXNMaCAP0t6a6THYsmSUNlcdBJGaFxvcL8brSVFWZ+1bEqaK+BESwoBJRGR9wK2nYgGhijhJf8zF/kZfewaBhaoMwDUNAVR/UHnQRowMu4lZjYGS4fvET5DFa2y2/3tnhal3t36NChXAHRodJopYp1j4JJcl0UztGJj26eEXQStMM3/8FvfOUxIi9Xtetkcpp5bf/QeKrFyhNFPH2UyZ0rYv0oR85sltVTGuTNPfvkQ9+7x+Sn6HP/vE6p2TrfbtugcpuictpgLIz3TNfdPFRIdRjzA7xHvgk/neI82DfQXi3TW6uCToaIqNEmmqVaHRiF8urGuI8f4aJqeSOMNA37QyXqt4A8aOwA10UrTvKxqk1dVLMgsQcAnc3vmBB0EgDkwQ6FAABA4rGYbJnbJqcs7gg6KZ5SaeA36PEevwecVNpBTqGkwENRmFzPxezEe7SvEoBsVGsrVUuPWuxfnGnNlS6mwzyFQnJHVIk1/CgflEGFqdTJhe9UqYfgLyXvOnVRZHCngUOUrI8BjejQpqg0rwUEgQWFQA5u73ZDmwNEl79Bpw5heLjYaS7CcpfcbCqjNv6s2g67xCkAVBG2+ihq7ZsXuIZQkWqxHAA1ma0pqFH8Zed6hyxEdZXbOxT2Npa7e0AEh4ITPO4BFEXWhA50/WYkwC0sKETk+RmwWJ8YI5yygqcE1MCkClSmazWhabKVZdQHHG1DVM4jbiWNPrA6VMhuZAcARlSon9Rm7Qp5GV+oHLtkY5RkDU8jUsIQP/pxCmG4TqrTsc7TmdH1jvot8LOYZ7vWdtPgZR3l9njwt89Z4urxVEI95o2oXlZiD7UxZ5lf2OcTKaPq0nWnb13TDX2xoBDIgWAPgFt4isV9Vq4o1Xkmv7OkmTLAffIO1zZ4/pc5fz8PyMZO/RO2/KtjHUxfOB9rmdTLPL24s9a7g/soZMXeV0HVmW5VE2aOE7Z2wU1cGrXRmoaL3+VNp/J94IC7x6sqKXD3gOMQ5oZPLKZXeUF4UJ8A8AL9X6iEBYWIPOrkaGKCDMoKKGtSJPxh9zpTZ8EPZDP/cc2jIyax0D91DcAfN2wdGPt3YTIulw5OYcEKAqHbJEfQD/k5jQPoE6orV9YaFhYVqor74i7NmgQ4YLU9Vbms1VcUBZ0EAAAApSWDTgAAuEXlzimAYClZP+g2A+cDLkmwuP7hYvZ2Klk/QnlhWdMQktOAZpy2t5vntElZUVLuffo1OWx6k0ysLXWSGmeJQWSEpd7XWdALIuEDG7fY6kLVac2Vsn5ao3Q3lMvnf/mQ3PP0a9Y/NMKoCrOjjkKQ7GS/X793tVSXFsr0K/7P/QQBNi3vqZNfPfBC0MnwTVRbjnet75Ubfnx/0MkAAFPYoRCRl2sgwMkgAd9hD+Tn5U49THgAufn5FWWqMUpzEKfBeHuw1Mi7SiQCgMd0rO+pndS2ob9J3rm+V6Y2V4pIdCdighLF8R4v6zG/6kh2+AsHFdvUfFlLpazXWV8m71zfK0cNtCiVLgD+cKPYW21PF3bWuvCp7murKZXyIvbcgbeslrn2CU4eFtNTFPtWF67tCToJyoje3Qf0w4JCAICrotgBMMPfyQvrn6XioHw2dpKqyuRR0OVDjasQPJ3yu58UKSYAAAXQJrhr/PXk2maJ54nPtKNbXra7e5aVt+W6JkH3BeENM+XAdB6ykUWs5qvxSXGzXxylPjY78Rk7wHVBFpcd3ifJuPdtIK1sdsQgEFGzu+U0Z+rWH/Ha9cfNHPu3D9Wu9lTOP7nS5uVGPYARHr8AfETg7i2VG3/ALOqJCKHSAgLl93yH30We+Rz10MabRxOJdOQJqEiVej2o8kGs4S9VHpJDplxlISZqTuCbZXRuZEUYoU2IDquLarvqy+U75y6RW+55Rj73i4c8SpXedS0AuOH4ee1SUpiQe55+TTb0N8kx//SboJMEIARYUAj4iAEXb6gyiA/AH6Ep8Yy2uopdAoB0lAkAAOAOxrOCl62/QzcoWK5ef+4l0uhUvtmhELkMtFfLQHu1pwsKgSAQIjsX9t3W/D6/I2e2yJEzW2T/Af2va9BnwANdwAi+8hgAAIW408HwJ9TOue22D0mwE857tQA56M6NHW7dI1e/Jsm9QwF5qTEmQK6PEp0HSc0u2l7ZWy9VJQVjP79taYdHKYLXVHtoS7U5atXSY1dYzgPeCzqv6NNLzvX5QacgHNSI4c0L410Puj6AfV7WQzplCxYIIGqIQQAgU76YNsgNLIi3oRIWFAIKo29rDYMB+vFyolK1SVC1UqM3O7E01z/8nLYBo29Xre7wAs2lPUu6aoNOAqCMbHVlcUFc/vf8pXLm8snygY1T5X1HTI1EvRpK3DbPeDEwrNvt0i296aI2KZttIiUqMaXq58lO7epTKQtZTYvZ/K96OTFCyXEXVREAZLLaPlKXWqPq9dIxLlIRlxFQAwsKAYWpGgwB8A6T7ubpWEWq1Jl0Ky1unpOTQ0VhIs3JtTaz4JL6J7dLN0xx9P4IZFFAREQm1ZbJ+zdOk7cv75SChL0hB8oLED06FvuoLSzUnd22RZU2iYdoR6hyP3TF5YNXojAm4xZqc/fRRObGeJ933I/PqEvDhuYRgO5YUAjk4Gzi3uB39g8HQHOqD2yonj6nRs/Pq0k/O5fPSkrCcH+YAIPf8mU5y7tz2E6J/0cVMT9gRdn0B5cZCJewlOmwnIffVJuUDWqSyq3PZWEmwsxKbaFzWWCy3Bs6tdMHyANAIHSqJ+Ad1fonfiH/wwnyD2AOCwoBH9GvBqIraoOrBOPQlc6TOE5RbqOJnSRghtmFp1EdxA4j2gS92K3JA1uIFszHQmcuZBrd6zViNn15eeeCyNe6lyUn/D73bMVexR1XozyWYpUKV0qFNMAdhAd68Lr90LkOZhwJsIYyA7+xoBCR11LqX6BFFQ+k0rmjY5W/Z0ptk8nba2L2/tpNRRg6CWYmwKJTI9jDICEA1bkV2/k1WcsOndlxZbxDtgsPVWJ0r/NUtrpSt7xMLO2NssJEys+1ZYUBpSSanOTroMtEMq5ZJSIj1yzo66aqvqbKoJMAAL7L15Kp0l8Q4eGUoAR12dXJefpizBAYwYJCRN7GiQdSGtb3HdE39m/Xgz2LjQ9tFRA9QZV7tzs29E/zo4pXy2ibr9JAj98otwi7eExkZltVYJ+vcxnTdeC5oaLI1eNNa2aiNJ8zl0/25Lhh6htrWpw8p2s9owI75WPh5AnuJwSeUnVC66YTZqf8/MmtA46POXdSjYxfa/buDVMcHzMo1GzZffbE2flf5CE1S5S+3ntYX/4XQUTIe7pZPaU+6CQgQqLYJfJz0xG3x4iAIERpox6ogQWFiLyGEpF/O3W2bJ3XJh/YOFXOWNYZdJJgEY0njCg61g6MoeYy78SFE4NOgieCmjj36mO3zmvz5sA2RXEQbjzTO6dGqMH85lmLpb2mNOhkwEfHzXW3Xvq30+e7erwwevcGZ5PJXz9jgUspcUdtWaEs6aoNOhmAIyctnCi/es9quXpTv2yd1yb/9rb5Mq3F+QJpo1hrWXed4+PCmqBD3vXTGuWmbbNk67w2+fT22bJqSoPjY7bVlMg3z1osW+e1yfuPmCrnrOxyIaXeCfoe2BV0N2BDf5N88njnC1B1sXFms2vHCvreGeluKA86CTAhrP1/L8d/3GjXAKihsqTA989UqdqtLSuUkoJE/hc60Fjp3qJNs1X74dObXPvMlM8/2LjoGusDbkkGnQBABQs6amTl1Jagk6Gl0sKEvLVnf9DJAJSnUL8h0oLefS7oDqQXn+/HNW2rKfH8M3QQdP7J5+PHDch/3fFk0MnAQWYXrEZlR6jBaY2yYPIE+epvHw06KaGgen00yu10NlQUu3tAhdmdbCxMOntudWZbtaP3u+3Ko/ulp7FcDrvpVym/t1p1hnXy1k1cI2/MbKuSjxw7Q0REdizuGPv9L/7xvKXjmL09cRtfYWqmP+HOg6T2jsFDrPkdM7tVjpnd6trxhodFFkyeIAsMdtKkqnBIoewci8Vky9w2+fszr8mXfvVI0MkxzW6dMG9SjfzwrzvdSYPN++hV+SkvYpoRUBltpz5sD9Ep1L5b4TRvWnm707GKMLjy6H55Y/c+ufy7f/PsM85e0SUf/sG9nh3fSGkhcQjgJWpPQGE6zO/SFwHgOx0qR0XpeunMTTLCKQYYc9NtoQNlAoATetV43gr6gRQz7KZQ19gQ/iOvQBUq5sVcdXAsz99VZ/Z6R2XhrZMuoQr5wKvyE5WH1AAgXb52wWq7EZX2dJTfzUcQ7RVNZG46DLdrkETAUywoBHxEo+MNHSZ4ALPcyc3R6KVY6QDq0DHRlZsDHVEbhI7W2fov/6CetYohrPlTt4WSdg2P/X8476PKIpLF4LGgqmDyr390amfJFyPcug60zc5oVHSQhy73knFY/1A/AsHTKUbNJgSnABgia1vndX1AXxkIHxYUAj6y2k7r0PASsAHmqF6eVU9fGFnpvLl1f8J8n52e2ti1CfE1yifCpx6YMJdJZOJ+QydB5dewlpMwTERCT25kPUsPcjn/OOW4tXiKaiC8gry1lttNi683Or7bi9yCKht2PpZybCwqD6m5JcjLFdaYNBbzcAdObw4LIABRb690O31Vkks7gKhjQSHgI1UaPyAKdAuOYYGNm0t2GKH6uKGTTr3ip2aIfKkXLwadvCyTqpf3KOKeABBhtyG4L7DFOAafSz8cSDUsevZVrWLXQgBANKnR/ukca/gZQwTylce+f2KwguibejXGEvUFqMAoFhQCObjdVtD2AIALtF6RoU5DoE5KFONj9tI5JwO6CbrOC/rzo0rrkCFgLAw4xGhwWrW+PVkdVoV1h6Jc7JzyOSu7XJugUq3eQESNy84RrAYc83IXNMPPczke45arIciy58biiKjVHWFovolBvBSOXXuDEovxwJ2fwpq/wnpegCpYUAhARERmtlXJ2Ss6g04GQsBKB5WJSq9wXXVgraz4/5kIL/KBPVw24JBs5UG32E6v1Eab7m3X+Mlb3coJ1JerfHhZdvwsl0FNElWWJC29ntKNdFbyRFTnQnVv4wGogboEyC2McQbFPrsw1Ilm8+wBjzuLIbiUgCMsKATgCA0pnODpI3VE5SkezzpSGl4/t5JsdlLczFPQ2XZKMXPfopKHAbOiuPMQgqdabBeGAdSgcO3gN7Vqj/AgHAi/qN1i2icAAKAOdpKFXlQbt3PDAY9OSdWxdUWThRBjQSEAANCSla/pGH1p0MH2+CQHnZYoy3ntI7DTSjZMzgEAYI5ybXjQCUAkqVYO8gk6ubpdL1XpeB2jUEeHcXI6G7t50M5XzWa7rlG63mHE2Is3dGwfgHR287Gu+V/XdFuh6qI0VbjxDQ5eX+Mg7iCxHlTCgkLAI0YdQ/qKiALiY2Ncl5DzuIIPw2Cj1x27MFwjuCtfliDLREt9RVHQSdAaYQyijK8odp/ukyrkCJfpnR1ShOhUgKxoF+1Roe1TIAkAECmMVwO5ubFwLmrxDfUK/MaCQgAiwoA4wkfXAU6CQfOsDMbqmh9gnpWOo67lLGqdY6dUu1x+p0e18w/aBWt6gk5CZO+J6lXuwskTPP8MHetvXdtKHaj0pLlKaYG6su2q5Wc9oVtOXdZd59tnqbBICdkt8CHOgD06hzqMccGpsDUdYTsf6EOVfrMq6QCCyIsHPGoERvvBFC9EHQsKARxCqwh4RvVOnerpCwuVLrNKaclHp7QCVnha9/o0oN7bWC7HzGqRlb31/nygTU1VxUEnAYr6xPEDQScB44S1zQ/rebmJiWB/RfFy28ljMYnZep8fi9XDTLf8mW1RZ0lBQi5cG/xDLeONX0hupi9C3ZxJ58X4jP0hzFnAq/xt5+vKVaP/GSCsHBcviwfQtwVHLnYXFIagegd8kQw6AUCUqNz5IJACwoQSnc7z6tfGJdd5EFp3TIpAxHq9oHAY54jTXW0aKorlphNmi4hIx2U/dCNJ0ECYygOLTfWge9utefIRcdliBaNfh6h5cCRM7STs+8GFy6Sxspg2IA/d2/ggMJ4EpIrFvKtLwrATsP5nEB126/cQZFN7rJx4VK9RBNjN/2bfF0TWYTdqqIQdCgGF+d5cEFABniH8cw9VVfT4MSEXxKQfkwDB8nuwjXZADZEdZHVI1/yryv3WcWEJg5fwksoPW5oxWrXofBpe1Y+639t0wzJs6z6H7TrAnq768qCTkGF8+26mHiArB8vtutqzut+bw0JRjGUBh+Sr/+hXRxN9AXeYvYq0SoC3WFAIKMzPRlDn8IbYTC3cD2fc6WRyE3Rg5V671wkdN3ng0hGhH1UW2OiG6wYndB9MJPtHj2pZNqj0eDEBxKRSeEQ9NvCzXOqyO5CXl0S1ehmHuBXnaZLNQ8Pml+O5nIpwIOvqg3sFBMN0Gx+xQkrs452gxiHdvKemi41HGUmXPijgNRYUAh5hkgAIFoPt1tiJjXW8xp6lWZtroWcnyO2+m455F+Hk5biE2UM7HWCiPEFl5E9AHzrtdqNT1aLFddXpgprkxeQT81mACvwtiNliWeYdECTyH6AnYkmoyI025YDHeTuIVk+LfjwigwWFQA5ur+C3crRPHD/g6mcDKqITAzvs1MyqLCgY367QKYBV3udjRQqKS/J+7YjF01WlHgHgHr/KNTGvvryI18ISA1aVFNh+L0/6B0+pfOhTUuyeM9kV+eSr01TauVKpsq8p6gQAumE4yzuMFQLBO+BRcDY6l6da6EcsCr+xoBBQxIb+RrlgTbcMtFfLOSu75OiBFv8ToWnwS+MJRIuSRV6bp6BiBv9SR7bLaGZwxsrECO2GMQbBcgvrU/gs6gBgJJw1XnDCeD0LEm4/gBnGqwTdkS8BqMj2Amk1R9TgIzdaNZ3yUWEyLgs6JgSdDMA0u6VLp3I5nuOxaAazLfN6GDiIW2J3h0KyD2BOMugEAFGSq3FKJuJyyeAUuWRwyqHX+5CmQx9Gywn/ke0ycU28wUTQKD0HF/wwmkeiUAajcI5goSC8Zr4ioc7Rk9u79euKGBK68zsPU2JGeFGHZjskIV942FkMwP3XR5hjq/CemVe4Yn752ukLZFFnrXRc9sOgk4KICnHVr6cA4iZiNe8xBg54ix0KgRyI9QBAXTp2E2hXvKPjhD993WD5nWf8vt1kL2OUOwA4hDoxuqJ474M+Z6efH3T6YR+3Lkxivt5Pyj0AqM3tsUUWRnlIv6kDmESxAbzFgkIAh9hodMP8dCUQJaEvygqen6WOjmvp9+BCmDykk/bCzOCMrl/toBI63/7zsu5VsNoDgLzoX+rE5ckzDWM5HbKrjtcV0KBoWRKFxQEROEUAB6lY3nV8yBgA4I4DKjZMQIiwoBDIoaLY3W8FL0omsv/RoL0rL/LvW8krfPwsHXF9zHO73Nil2jBCcUGO8j9OSaG51+WSjKt29u6yUzeWHbyuXtWrVaUFnhx3VInJ/JPP+LxR5NIxzc5RmplEKXMh/5uRa/I37uPMsFv3FcaKkrm7OpUlh8ptYSJ83aKkT+fEmA3yydkHUoAftX4i5LGZH8zG0m4rSLhz78bHF7T/7uA6OlNqIe4uLUyKUTVm1O8stdnfuuzwvpx/dxJuOBnPKUrGLV2rshyfpcpYie7cqpfd4mZd5EfMVFp4KB+ayZNGV9vtLrMb42BW2R83G7Zdp+Trn/rBSn1mxfi+NfJTrR4LC7OxiuXjKt6XU6FuibJcsZ8ddmNeXcfmnMY+RVbGPgO6RpUl6vQBChJxrR43M3t/vZrzK1a0ftXhwUaEi5olAVDEBzZOs/W+JV21hhX6mr4GSw3bRet6Un4+bm6bXJ5jkHV6a6XpY6e7/Ijcg7dRceTMZhGRjOt847ZZOd/3qRNy/33UB4+0l6dUdcPWgZSf371hilx++NS87ztvdVfWv33k2OmO02XWN96+0LfPOnqgJW8H/4qjpsnZK7Jfm6uPMXdtZrRWWUqb6k5b0pHy8/uOyJ/H0l2wZqQ+ffeGKW4kKcP1x820/B4rgf8pizssH9/I+LxhJk/6bfQ+pYvF3M3XRoMso/fDrQ7ohzf15/x7LCZy1opO08eb1lyZc3AoGY/JBWu6Df820F5t6jNy5clVU+pNHcOK9dMaTb2usbLI1OuWddeN/bswEZctc9tERORfTp1n+PpPHH+o3H56+6yUv208GA+M51VnfVJtqe335rqGcyfV5H1/V32Z6c860uCa2HFTnpjKa0EOurixO82Fa43ryVGnL53s+DPcdtj0JteO1VBhrj4YNTwssnDyhJyvSSbi0t+Svx+Vqx8mIrJpVkvKhNWavoaxf/c1VUhTZfHYz5NqS+Wd63rzfmaQ7BSVj22eISIiy3vq8rzSunNWZo+R3VJblFlGV01pMHjlIYM22rJTFnekLDJdNzX3Z5ih8s6ORjGcnfR+YGNqH8BsH9yqE+a3532Napfbzq48Zy7PHoem37MjZjRLbXlRStxQV14ksyfWyLZ5qdfrXet7ZWab9bj9nJVd8p9nLrL8PjPyjedkU5iIy/Hz2uTM5Z2m7/nF67K303bHGEeplu+8lCtimt5SZTkeGM/NMYFcfbrxMVmuOm98jL1xhjvxdi4XjYsl8+XJKY0VUlHs/UKx9DEfP3z2xNm2Hyp5z2H2xtCPmNns+2L4owdaUn5+xyrjMQMzxveR0+PY67ZYHxPzkxexqV2VxUlZ3lMf2ByBG21JkO3RvCzjHMMybBCrFMrsiSOv/8TxqXMY122ZYfoza8uytzlTGivk2s3mj+WF4+e1Bfr5RoqScXnHKuf9t97GchdS462L8ozR6By+XZhlnNmOI2aMjAut6D00vlyQiMlWE32vXI4c8D52cio93nr7MnfH7XKVtfH9soqipKzuc398300LOg6N3xUXxE3f30ttxPfTmiszFrSum3pofCceEzk1gBjVrEsHzY8pfnHHXKkrL/QwNQg7tWaRAcWYXaDX03AosK0sTmZdRFBUEJfPbJ8tfU0Vpo47qbZMrjlmunTWl8mqKfVyyWCvnLRoUtbXX3lUvyzqnCA9DeV5J7xGddaXyfuO6JNpzZV6R7cHfefcxWP/7muqkPYJJZbeP/pU/EmLJsmWOW3SWV8m56zsyruQ4vDp5gKbE+a3y1YLnbwlXbWmX2vGew4zH1h97fQFOf++srdeNs1qlfNXd0tnfZkcO7tVdiyeJP0tlfL+PAu+ck1ebJ7tTyd47qQaWdSZ//qaLa/5lBYl5dPbZ0tvY7nM76iR7523VDbPaR37++bZrbJ1Xrs0VRXLx4+bKV31ZbKoc4Js6G+Uzvoy2b5gohw3x9y1Uf3JSavOX9Mtg9Max+qrXJP+6YOlIiKnLp4k7RNGFuz0NFbIFUe5P2i3vMfbztiEskI53MSCjMl1ZbJtXrt01pfJGcsmp9QhX9gxNyVvlB3Mk81VxUaHcsTugE/7hFL56LHGA3HXWhjsC0pdeaF01pfJCfPb5bi5ucvrx7fMlIZK89c+ffBzVElBQnoayuWGbbPknJVdctzckbarr6lCuhvKZc7EavlYlmtqxYc8GOz+wMap0mIi/5ldIHXl0f2yYPIE6W0sl5tOmDU2+bVqSkNGTHf+6u6UBYhrpzbK2Ss6pbO+TI6f22ZqMYFbvrjDeMFjPosm12QsrhjPTFPwsc3mJ34uO7zPlYmYw2c0BTJp6NTK3no5YkaTtFZbiy3Nyra4c/xA4/KeOjkjT3k4b3WXbOg/NAA2pbFCPnfSHDlz+WTptLCA1E3FBQn58in28nm6T50w2/J7rjlmesqgpJHrtsyU2ROrs/5985zWnP2w9dMa5QMbp8kN22ZJT0O5LOqckDJJGI/H5FMnzJL+lkqZ0VolN2wdkNOWdsimWZlxSzbjd+9qstB+eG3z7FbprC+TkxZOlGNnj8S2Vx6de1G9VTNaq6TJoL0YnZRwy/GdB6Sn8sDYz587aY4UZnn4YnSxi9kFQuMXk0woK5Qbtg5Id0O5LO6sdbzISMR4wXJXfVneHXjd3p0gvZ7prC+TG7dlxjB2FlhvXzBxLM45e2WnrO5zvhAz3Zq+BnnnenUX+56/2nhSz87XGjdUFsth/cZl6OPHjdSJbTUl8sEjp8mUg33iT26dJQNtVTKtuVI+fcIsScRj8s71vbKmr0E668vkw5v6ZXJdmXxs8wxLOwKNpn5BngXgdpgZzxmvtbokI55sqCyW648zjsXTTarN3tZOb620NPFjVtS+1nqkTTUfD3z+5Lly+tLJB8dV2mWLyXGVbEYXhCXisZx9uneMe5A2V2n42LiFKCWFCfnijrmW0mNlYc9Hjp0+NjYiMpIn35flAfOB9mq5/njni8SmNOYfU6stL/L9oaO1U3M/EPDzS1fJ/A6jhUsx6W0sl7MtPBw4qqQgIZ86YZZMaayQeZNq5PLD+6SvqUIqipJSVpgwda2seu/hfbKit1666svk2s0zpMVmX2Z5T51cNm4h5Wgc21lfJheu7ZHFLo9f59NUWSxXHd0vZy7P3jea1lwpPQ3lsnDyBFdi07NXjowXmBmbSzdvUo3MnlgtfU0V8unts6UwGR+bI+isL5OzVnTKYhNj1F5T/QH1dVMb5Ig8C69TY5XZYw/xHDmzWU5dPEk668vk5EUTZdOs1pzHGS9bPVtRnJTrj58px8xulZMXTZTO+jI5dfEk+dIp86SvqUJ6Gsqlt7F8bG7PK14v/O5usD7G+6kTZss5q7rk2IN9Rbs+cfyA6YekgzLRwUPC2bg9J5hPtrmBYx3GTOONbkJy5VHTZOHkkTnsG7fNkiqTO9xef9zMjPG4L+yYm7Lzsl12HoayevzLD++TzvoyOay/Sc51YbHtqKqSgpwblFy7eabMGdf+ON0RsrO+zNNF+tccO13md9RIb2O5fOqE2abvb09DueW5i48bbBDywSOnypKuWuluKJcbts6S2nL7DzF57ZQlHWNjcLnM76iRNX0N8ukTZsvUZvubUiHa1NlnFVBQLBaTE+a3yzf/+ETO163pa5Afv2tlyu/27j9g+NrVfQ2yuq9BOi77oak0nLxokpycNnnVWV8mDz//ZsZrJ9eVyTfPGllQ99QrQ/Kxm/+e9/g/u2SVqXRk42SnlUev3SgiItfe/Hf5/C8fSvnb985bKpv+6TeWjzl30oSx44qIrLr+55be31Yz0gEoL0rKJ7eaGzAWkawTTenKipLy8eMG5ENH9cv0K/4v6+vGn4PZvJLPos4J8o5V3fLxW/6R97XjPz+bY2a3SCIek0s3TMl4AuTMFZ3ykR/dl/W91aXZn4aw81Unq6bUyy/+8XzK73LlzPNWd8m7N5hbdPvRzTNk8z//1nKajGzob5IN4yZtbmifJTdsnZXxuq3z2mXrPP8Ws4jk3xb/pm2z5OJv3eVLWtLVlRfJFw0WIhiN55y+bLL871+eTvndiQtT69C3LZ0sV33/XjeTaPqrDMcPQlmtPjfNapGb734m52tKChJynYXdEkfz5LOv7ZKFH/2ptQTlcOs7V9quu05cOFHe9z9/S/nd8LBIf0uVbJvXLt+6I3ebHKT3b5wqx5pcFH28yTKerz6+7+rDUn7OtvDQqc56958KnlRbJr+9fO3Yz//9pyfl0m//JeN1VSUFct2WGfLe7/wt42/jdTeUy3+dvTjj94l4TH5wwfKc7y1IxOXyI6bK5QcXxP/psZfNnIIrpjRVyKPXbrRUZs6Zul8u2jpbSkqcLW6b2lwhz7++29Rr22pK5etnLHQclxQlE3Ll0f1jkzpXfO9u+ertjzk6ZrrSwoS8tWe/4d/shq5fPfigxa69+6Xvg7dYfn+uVqKzvkx+eskqw2t73upu+YCFQbHa8iL5gsEi1cNnNMv7N06Tzst/KAdcWHdgdVeKddMax+qzi755p3zvrqfzvCNTVUmB5cnKWGzkYYL/OmexfOm2h7PGp9Nbq+R/3rFUfvfwi3LCF3+X8rc/vn+d1OfZCelLB+OUowdaDB9uEBFZ2FkrP7wwtS761Amz5dWhvRlxrJFzVnal7NJntyxarW/yucFgAUCXy21GtgeyWqrcXeBbEB+W8/uHZXBwXUr9miu/251A2jSr1dJEph0/PdjXf/qVIVly7c88+ITMysRofGFflrGRjKPlqZvKipKuxDlfPmWevP1rd2T8vqIoKf962nzHxx9or5a/PPGK4+MYWdRZK5/9+YOuHW/znFa55Z7M/sWUxgr5n3cszfj9rPZq+d75y1J+11RVnHHd+luq5MGPHjH2s5t1jhUnLZyYshjbTPPXWV8mXz8j85sMjpvbJv/vzqfk1w++YDs9sVhMzl/TI+en7cputm1286vslnbXym8efDHr35sqi+WZ13a594EuW9xVK9sXTJT//MPjOV/3P+9YIrMn1shh05vkQzIST7361l7bn1tRlJS/XbXB1GvrTE5Api8EGexvcr2tHnVS2thILBaTs1Z0yUd/lDl+/L3zMusAqxori+T/3rnC1LkcM7tVjpnd6kt90ddUkfMr/85e2SmT68rky6fOl4Grbs34eywWS+k7pqf5ssP75NosY/KD/U0yOG5c8Oy0HZjTj+W02LdWl+R9YDyfC9Z0yyWDqeO+VSUFth70cctPLlk59u0SbTWlcsX/3pPxmo0zm+W8LAvxrfrwpn45ZXHH2IIYq/m0v6VSrtqU+q0zo3MEo3b8y++dJ9SU0cA2M3f9y2nzZMFHUscGjeImOzsjj2qtLpGnXhmy/L7RvuS//y732IFRrCIy8pBb+j1w4lfvWZ2yQPuaY1If5E3/Nom7n3rVVJ9PROTsFZ3yhdsedp5Il8xur5YHn3vD0ntGv6VgdJfoLZ/7ra1xtplt1fK985babhsuHeyVT9x6v6nXzp5YnRL/Tr78h6Zjr5ltVfLXJ1+1k8QMw8MivY0V8tuHssdpDo5u+NvbL18rf3rsZdnyudQ5MLd21Y3HZKy8dNaXy7cMxm5z+cTxA3Lc3DbTY+lW/e/5yzyNP2KxmJy9siujzXfDX64YzPn3aS2V8l2Dfp1dP7tklQwPD8vky3+U9TVOtjrpbayQb5+zJOdrKoqT8vqufamfGYvJ6csmS2VJgeHcQrr3HDZFphssop9UWybfcGHX/MJEXPakjYNMqi2Va46ZLjv+5Q+Ojy8iUllcIDdumyX/c+dTWV8zfl5pSXed3HzR8sD65tAbOxQCPsrZ2QrXhmKAKW4OiFvhZOAjqqK264GKgioviA5Va0ZVsr7TMqji9Y3FYspcX/iD+51K5a+JxTg+3adsn0IMhmzCmjdUrBrtXOuQ3h5X5BsTCXX/X8H8DVgV1vbHLL+LcZiut9U23u2YwMnmFCrxMlZS7Qqplh7ACfKz97y+xoTy4YpLoAcWFAJuULAFC0vnzAwVB7tVxCI6uC1XnopODQQ/qhbqecA6XUJBTZIZeW7mJ13ypl9UvR60vbmF5fKE5TwAnZld3J7tZaq2IypQ5dKokg6Yo9L4qTopAQ6hnyAS5yLAJKsPMRIzQHVBP5iraxmh1YDOWFAI+Mi1dtajFrMwYb1KCDp4QHBUGmAzGkBnUD38dLzFTsoN1W3unTLCuHscwkXHOgsAgLDxPKb2sCMa6l3jfOD0wdso9cdUGu9Rid0cFKWHvsNE5TLvZ9pUvAx+3xuV84LXonzuueh2XZzM4Wl2qoHgGjnjZ5jEvYIIfR3AKhYUAnm42TnIGRgpMLa0Y/EkZTpDbl0OBS6rIQYTvafaZIvq91yVsu+UTqeheJZQEtcsmlQp12GpJ710+eF9QSdBRNStK+wki3x3iB8LQYxeolpMGUmqFuos4mkZafuCicEkxASHpcqlVIzQ6y6P0KGO1qn4uH057Rwv1/XS6VoiOlTOlyqnLRdiP4SZ1baRRRfG2KFQD07aIe5wONHCQ8T7WI9YEmHDgkIgD7tBZxABp9PdAhsqiuWaY6ZLY2WRSykC1ERA5z063fAbY3lA8E6wsWiGoqsH6lj4JQxZbUZrlVy8rkfqK4pkUecEuWBNd9BJClQYv9UgjOcEwDvUGXCbn4s1VR9BpXhZk+t66bx40O+0W16YaeEN+t6FcAmq7bb7IKXqdXUu1OPRFqX7r3M7i2hLBp0AIErcahgLTHw1sd2A96SFk+SkhZNk+xd/J7c//KKtY0BNUQrMRPR9EhrhNr4cWi2T5OncgyNcHyB4VSUF0lVfJg89/2ag6cj59egBDrO6vVOSrkztFGjwGibj/cX1zi1n0YzF5OJ1vXLxul6/ksP9iji7ExMhbGK0ROm1K38OVuXaepkOqv9wo542Zqbdo2x4h7iTaxAFbn3bFDkF8I/K5c1quxHG8WDoix0KATe4UbFbaEuu2tSf9zWqf71qPm41/CoHEHBvcMfqcXgSxHt610De0bxqRsC8Hq9UNXsGky5Vr4Z60vMlVy6c0tsvXSIpHdpd5qLUp/s90j39OMROP9bO/WeS3J7PbJ8ddBJMi8q3NkTjLAGEgV/9FsuxhGIhgSr1um6hku5zhVGi0p0KW7wYtvOxTfP6IFf1q/KZUQ9DZywoBHzkVj9jfscEaagIz9cSE8jBC6rFZ6pPyqh2vaIgatfcjTLg5TVTvYwCVulSxXiRTh4c0F9QbWQQHxu1eMBNNN2H2P5qLPJfKOTcmZd7bInV8anVU+qlqqRAjpvbJuunNXqUqtw8iaVCXL8GcW5RKIZROEcRZ/nHzawX5jJqRtTP3wnrD+Wb+535zw/HzYuz0xTG0yRfkw/9o0eO8IbX5+7O/k7U4YAVfOUx4Aafo4NEPCYfOHKaXPifd/r7wQaiHBg5EZbOMwBrHA0+e1ht+FEjef0UFtWqc6peQlXSFcY8FhPngyIq7lyn4r1SJU0qDIL5mQY3rjsLVBWgSgHSlHdlToEKxUVWsllQuwu4/TBm2EuWH3fpK29b4MOnuC9f2xZ0vMAOHlCBUSlRJWv6Gk/791G2qHJPclEpiVbvJ3MYxnS7KlG9j1ZOO/2lsVgsmArG5kcSOwFq181u1sMRrdIRIHYoBHxEJQ/4h50v9dM+oSToJEBxucr12Su6fEyJMa/HbhgbAvRGEQbURnc92m7YOivoJESeCmNmQSwid3reqvcRts9rDToJrmGyHgiPqc2VQSchhQptoFkqptXLeQDDXRoVvAZeCWvLt21ee8rPHzhyWt73dDeUG/8hR3wwmleKknHprCsb+31ZYSJ/Ik04ceFEV45jxK+4mPAKqlOtzqfMwG8sKAR8lLOSd6EBCKJNU6HdovHUl5f3jnyhnw8fPd3S643usVFwH5bFpeRpMWx0SgoScsn6XmmfUOp/egAL/J6AZMLTG54MIoXoVpHtEEZW87ViY80waUVvfdBJ8F3UqmynbZSlXW4s7XhpPS06OWPpRJlYNiwF8WE5cX6rFCaYjogK1SZfzWJ36nDIdx8/dOQ0aa4qlooi77/ETaUcZXWHJLfTruM4hVGKo7rjn25yZbd3rO6S6a2VUlwQl7ct7ZBZbdV5j/fuDVNspyUWi8lVm/qlsbJIKouT8uFN1uZBjMxorZJzFHjAXic61kG64Qq7E0vSzEAlfOUxkIfdStvrTkWYAh8GauCU5Uk+BvczqBCgru5rcHwM6pPoue/qwyy/x6tirUI5gne8aA9UyDLkW7Vxf/xl+NV2DIcGT8GAPCxF01kdY+7NulyrwqT5RU65xnvUy61AJj/ji9bqErlk5n4RERkcnCLfvWunyH7nx1WwaQByIst6w259trirVm6/fK2IiHRc9kMXU2SPqnWa0fUNMrZTJa6kn66/SbVl8oMLllt6T3+Ls51Nl/fUy+/ft27s50u+/ZeM15gdf/iXU+fJ2qmNjtITNcwbjVC0uYkE2g7oikcCgTzc7Mz52Vg4TXfQE2dhD2rCtCAU0UUA7Ay1gFrIzsELe9uo6hPsbl92Fc4z5FlJCdnus1u333DiKvisBR8EeZ91zmN2616l6kuV0oLIyjUWZqW8KFW2bPCyPtT92hgJ8pyYHHdfrnpA51ghTLgPCFrcy0xI/laCpTHKACql9OSpHF8pnDRoSIcq0iiW1CHdQDYsKARUYbE1UWGyVhVcCnPcvk5Rue5unWfYF8rAnKiUG6+4VYq4DVAFLYM3g55BPxhjGZUSYEuQ4XWujybeA6yJeleZOsNfTi633awahVschXOMKl2raJXqVhWvoVHba7wboUIXMge/06nHVTnESXp1O1fVWJ3HjWJcrFJ9Db2ZzUs65Lko1gVQFwsKAR/52bHRoUEc5eVqfRZeekf1gEb19AFWaydPd4lw8F4/a1kW5iJIhBSAO6jJoRur9T/hitrC2J7rMtkPRJWXzYIqD9KokQp3ub37L/GBe2j3Rmye1Wz5PW7EQcy3eLxDIXWFEsjngD1elxydq0hiQeiKBYVAiAQR4xJWAwhK1Pr1dDjUxz2CSsxkRy/q0YhVzZZQRwAA/Ebbc4ifC6/87KuqsqDMrDD248N4TsAosne4WK2vqN+McV3CL6hbbDd2VzlPKpw0wD8UBGiMBYWAn1xsMNilCchNt0H1oFGl+C8sl1zH89AxzX7g6dvoGan73S0RKpSvXDtW0N4B8FoQzand8QGV+kx+pcXrdkCndka1tLodi9o5P9WuCbIL4l5ly6HkG3gm226H/qZCS7qNbqgUk+Wj27X1gm7DZ/rkLthlJhaxmg/C0j8b+xxKAmxyJY+S/aAxFhQCqnC5MWEwawQLLw/h6yCCxUIdwDkva3SKKG3meEaXgnZUH9qV5xxFT5Vi6ffAq9F5q3ItEIAshdpsWb9kfa+LiQHUw+SY3ogxveN27EBJs4bYDV7Rrr+nEKttjtuXOizj45623eG4RJESxC1zuyiFpGjmRWiiv4hkVUApyaATAIQVjRqQnw4dFQZAgfDRoOrxlG6Tljq0FSoy3365e4GtHi0q9zcWi4XqXEN0KoiA7QsnysTaUvna7Y/Jnx572fPPi075MNfQhKnu01GUr3/6uYe1b6/beemWXsCqbPWum4u/I1y1Z4jytbDTxlt+j8Hrcx0jjHGH0SmF8TyziWqzHdQ9NttWEE8hLHSoTt2qD9w6DsUffmOHQgCALW4EP152fOhUhZ+O9zgsT+IGRcd7jvBwWnzZAdI/XOrguHXtjcobTSic2DSrVd57WF/QyfAMMSayoU10D8XMP25l2yjcM90eFlNJtvqRa6o+M3coCuUfwYlrlsH0Sq0aohZDR+18EU5KV80qpw3IgwWFgCpoTFIQv8Ip8pA1SgfbFuh0HmFZXGT2krsx0a36FdMl/+n2tXghKSqGgs4yw+P+N7A0ePDxuuXxXHSpV6wI6pRYcKWxMDcEPvAu61OmED65qhuqonBwEg+QB7ILy/iGyKG+hMqtXHiuNvxmfYNCw/35XDu+rqJynkiVLYZws04OUXM6JoSnhAAFkZ/CWC4BK1hQCPjIzY6GUfAaxBOUHzxyWsrPm2e3Wj7G8XPbUn7uqC11lCZEz1krOlN+Xjh5gmuDmcw9w02qZic/0qXSBIM6KbHmbIO6DhiVnh/S84tf3Gw3375scta/2c3/Tsu/k3g7azWoauMwjpv9DKf3oKWq2JV0qCKosqqqIHcFyvbJkwz6p0a/U1WuEGzHokn+JSQPP0PFkxZOTPn5qqP7DV+3bmqjH8kxTaFw2jMlBQnD32e7R2FwZdq5bZ3XluWVwasoTvryORqERinOWdmV8vPiztqAUuIPs/E+42mpChNMxZk10F5t+rURaBpdNTqndNLC1Biwr6nCMM5wuxx7NTb4oaOm5X+RTYu7Uuv00sIE9VsEnLe62/ExssW1QVG1D5uvPK3srfcnIT47fWn2MU8ved2nHOxv8vYDNPDFHfMsv2dGa1XKz+n9i/FoguA3ejGApvJ1vvzq1Bw50CzLuutERGRyXZmcv8Z6oN3dUCGnLekQEZHK4qRcfcx01xpEK08epy9sRG4qTWYs7qyVI2c2i4hIfUWRXH7E1JyvJ+CyTqX7HRbslKQWV3ZQ9LicLOqslaMGWkTEXF0Hd6leD77viKnSUFEkIiJHzmyWRZpPZPY1VcgZy7MPrr2P/K8kP5q2jxw7w/sP8VF63Y7gZKvmi5IJueaY6VKQiEkyHpOrj5kuRUm1Jofs2DqvTWZZmLAPk3NWdkl3Q7mIiCyYPEGOnWP8YOSlG3qltbrEz6TZYn8hrnrBzcePmynFBanD1bnukduC6KIdPatFlhxcrNBZX+bKBLZXWqrUKQ8q7Ui9pKtWNh4ck2qoKJLLDu8LOEUww+/yzhiQOXXlhfLBjXnGdbmWImJvjGL0yk1vrZTtC9pFRKSmtCBjcXvOY+S4/EHcmwWTJ8jRB/tTXqguLZR3b5gisZhIcUFcrt0ykzwYASt660y/1ig3lBQk5OPHzbT8uW5GN9vmtTvqwwb5sF9JwcjC3YvX9YR2nOTtyydLX1NFxu8rivx5gMcL563ukhYN+s9e2javXVZNsb4I9rLD+6SxciSvb5zRLEu7zddBgNf0rZUADfnZ0XA66W32/aWFSfna6Qvk1aG9UlaUlMKkvXXKVx7dL+9c1yuFybiUFCbkL0+8Yus4TkxtrvT9M+GOeDwmn9k+W67eNF1KChNSXJCQOx9/OehkhR5DJ/CbSrscBiEej8mnT5glHz66f6yuiwLGac0ZaK+W296zWob27Jfq0gJTcaeql/bOD66X8uKkFOTYxcPKrhVwTqVJ+9V9DfK5k+bIuf/x57yv1aHZSK/b+z54S9BJCp3Rus5JHHHyokmyadbIRGVFcYELqQrWv542T9b0qbX7np/aJ5TKjy5cLm/u3ieVJQWSiBu3iH1NlfKzS1fKlA/oWy41qAZTHDXQImv6GmT/8LAUJxN575EVqrYJ5UVJ+fczFjoeV3OTlzGin7fBr3sej8fks9tnyzXjxqTCTNWyBL0NtFfLV982X4oLwleGVCwzsVhMPrZ5prz3sD4pSiakpDAhz72+K+hk5WV0Kb9+xgLPH/Y5b3W37Fg8SRKxmJRpvNgH5iXimfGYlf7kHR9YF3heOXHhRPnAkSMLtIPsw+aLK40u6x0fWCf7DgxLVYn+fe9sWqpL5PsXLJM3do30d/bsOyC79+2XX97/vFz0zbuCTp4lH97UL5tmtfpyv4IYy7YyN3FdloXE+Q4xo61Kfvlua+P6gF+IfABVKNixNCsej0lNWaHj41SV2gs2aFaDoVo8E4ul5kPVilTUF0IFSaVLP77ckCesc+uKKVZ9WZJe17l9bGTn9PL4cX2tTr54UQu58QSzV3lcWRo2B0FXFyWF4Zpk9LJuh3n5srXZSRgd2tOqEvJbYTIuhcn81yEMu1Fmp2ZeHT/5auYeZWOnu+VWF81qPOTWuBq89b4jsu88GPW2XIe2zy8M9dhXXWquDJnJbUHurKWTlGtu9JXHBu9R7comfKp/KjV+qMjJJVLtflvhpDp2et5+LybM1vbo+jCcV9dPtTa6IBEfix9LChPajnWVFiZtLSZsn1ASyA6UVsu3X/kmjA9VIBxYUAh4hHEUqCZqedKtIE+1ToZXonKeQQvjdQ7hKQG+CWP5UWEnu1yTRxELh0Jl/L0zO2kdtfg3tLiRWgvjIhOdTkmjpEIhXkZzfuZJN8vq/I4aOXZOm3sHhJaoU9UTlnti6+uL7Zx8jvcYJSGMcVwUhXE82mtBXTI375XT4qvC+J6bKAcjvNjkwuoxq0oKpKqkQD567IxItTPROVOEDQsKAVW40ZLQGgHKilJgDLjN7fLD+IFehof1mriHNWEboATgH6vxAfE4RLyPKbxs17KlnbbUHN2vUrasy8733vvd5WulrrxQkgl7X0cdhXsUxnMkbPCZhTzk971x+nEq5SWrSTFKu6Pd7hxeDIUupWfYXRNBUKmeCgOuZ26/uWyNlNvchTJ8EecIsgxUZq8XDCDFUTNbgk6C6wh4oL+whpY4RL97HMa61Y9TGpuc0O+Ww4Kw394wTrIZUX3wO8i7EI0cAKiHhYQIC1tf4et+MlzHgkhzuErusNMiNFUV215MaNfblnb4+nlWRLlZ9bscKlE/anrDNU12oNwYsuCyh48CtZBtbufHbP1Kd+sbna+4+mgbYIdq+YZaAn5jQSHggumtVaZep1ibk5NOc94aJXWMjmkOFdUiQAXkuyS6XDJd0gl7lBhMD7GoLHgzw68rEXSVNTw8rFXMZ1aY6grVF2ja4UZd42t9FZ7spK8wVlSAEihb6cIUQzjhZfTh1hU20zSo0nzYWdh+1opO6W4o9yA1AKxyWpWoUheJ2Njh2/B34eujqoRYBHaonG9USplK9THc51X7RL5B1LGgEHCoqbI46CSEEouCoiGwOEzhr9FAuKk66Ba1PpGadwHZqFIPq5IOhFCI8pbKg2xmLjM72QXPyi1QdSE8uSj8FM16AEKkuapEfnDBsqCTEWrU5SYpeKGI2UfYuTVeXzlujZq4L/pws8pVdR4inV/5k3IQDm7cRvICYA0LCgGHrDQ8NFLmxV26WFzy6FJwvAuAIqgeYIcuA3FBI951l8pPmQNhQ/UVrLDUdkH0Q4lRoiFKdzks9YFTxQWJoJOANFEqh/CXCuPYZvue9Pm9RVynHxXKrxFdxpNUvX6Am2KxmCYlEsjEgkJAFbQkKdxaUMhlVVtYvkYHQYnWAAtZkfLoFgYnMYqdHfyV9WprWLdRjyCMNCyK2iKm80+0a+vUjKbqrqZOhfS08oroacMFUS0zsC9MbWmuIQCjsuH2kEFY22KoKUq5zekYTVSKpi6LLHWj2/hyVPI74BYWFAIeCaIB1azNzilO7QSHCAqhojDV01Y5aRdH30u59pZunX+4I2q33Wk9ErXrZZVb1yffYLjZ+srq/WaCC4AZOrUF1GrWuNUMeJFHuJfW6VRW7VLlHMmfh6hyTyIjwhfczqnn6mcZl+PM1+f6XB48Q1hYGRtwsxoKY3tKrYB0TvKEzmWEsgBdsWQHUEWIWpKO2lLHx3Brh0JV5Tq7gkS4z10JLuWvnoZyV46jAubP1edlzeDk2OYXdZDJdNVUWRzo5y+cXBvo54fZ8PCw4/pfxad7Va1uFE1WZNgO/0IYmh8/ty3oJFjjU+wewluNAHg5lEE7YhWlOpt8fTgdHjRSP4WHhK0vHJUFQ0qfp59ZKsD6YHlPXf4X+VC+nH6CSn1mq7dTg+YA8I3KxcGonlG6HQsI1wRBcTPnkYvhNxYUAj7SqQPmpJv70WNnSHlR0tHnxwO4Vircn8JEXG7aNjvoZMCkq4+ZLhUm87ruA8iWd/jxJhmIOJUGYaPk2i0zfPkco2Z448xm6agr8+XzAWSnaxijQnwflL6miqx/u2BNj48pUUdNWWHQSUAOuveXdKTKJfcrHWY+xq12w4tzypY0Ox+V7zR1KI9mUujH13cGLYhbpXu/fDQPeJUXNCg+2rjs8D6pTYvfrjq6P6DUeEuFukmHuh8Ikh8lRKVyGMbFd7rHMKqymm+d3IVcuVKFttQuHR7oQnQ5W/EDAAaWdNfJzy5dKc+9tluO/MyvbR0jio3new/rk02zWqSluiTopISCH52vRZ218rNLV8n8j/zE889SUfDllA6gClQa6IA5VgZPjpnVIqumNHiYmkOMUnXtZn8WMyJcAm+e4JgXg7xRa65qSrMvnptYWyrvWt8rN/z4fh9TpIaJE0rl8Zfe8vQzqIPU5nVdwOIe6IAc469YLBb6QISmz2cRueD9LVXyk3etlKdeGZLhYZGqkgKZaPKbkYIfszzEzKIcFaoIw0XYBq8L4yIjZBfVu61SHRIUt/oYClRvIqJGPauCMF8Gs/c4iOId5uuO8GNBIeBQWMNKp+fVUFEsDRX2vyLRylceh+UeTG2uYDGhhuoriky9TvVOqOLJMy3Mg1p0OhCEhoC/7lj1uhNq1rsqpsmuMJ2LtjRtgPNVn053lFeB2TbCdCmiuFnipImmebcnrJeN/GCOps0RADhSU1YY+C7TUW6mDOPtnNtD2TgelKZz/EFuM4+iCT+R3ZzRuV6GnvjKY8BHTAiaF8RXHvuJBt97XGMgfHiSEHBfGIsVOzV5L+jBZq92x2WCS1EEAEritiCM3MrXNCfeow6CXaHIO36eQyguWDhxawA1qBD2UR8AavfBFE4akBcLCgGHVIrTwtQgWdmhMBcrRwk66PZ6AlPFCVIvL3nQ9zPqVMptKuUFla6LjhS6lZHBV1oDEDE/KKdylaFgKOwple9F2PEgYX5G+dOvLBvGuoA8Fw1+3mUVx4+AKCKes49azBj1O6LESRUa1Hiom59KcYdfaFuAcGNBIQBDbgWurTa/wpf4A14ie3kvqDHPMNcdqp6anx1GBtO9ZfYr3KMgSnkt6LrFi2ut7P1TNmH5+Z10o8Ux49sbBisBBCmoBXz6tiJBGc75Y1hoF16wC6SrVLkOumVDM1S5tlFhOw/5cKOc5m+vdtC3c+q53mLUnhi93sE3HjsWxromHXWPuvy4NdrFdQDMo36HplhQCMBT126ZIcUF1qsat3YotILOGgDPUc9AYeVFyaCToDTiBHNY6AVANVRL8JNqk4DsNo2wspu1g1gQHLZyGJZdUbW+Lf5uWerjh7lHt2R7tegwndXrYvR61fr8qqVHRWGpt6Encp81XtdpWsc/LqFOBKxhQSHgoyj2bZb31MuP37lSpjRWWHpfEAsKES5+DcQAdlntvJGj1adzh3ygvTroJBgiGvDWsFC3wH/kOfjNbPusc5ujc9oBlWJohZISbdwImFBZbO+BuFAMOVNGfBWGLGOGG2Pp+cpX2BZYe4FLFG12bz/ZxhzKF4KSr32MSqwBPbGgEIDn2ieUyqLOCZbeE6f1dF3kLmmOzgH9hkx0pqAHMmqoKX57I9eOAjaoPEGrcNKQj8oZSxGKN6GmcJfhtbA+dBjW8woTv3bPqojYjvP9LVW23qfT+BchENyWK08Zf+WxWplQrdQAAESsLxYnvgH0woJCIETCtL17mM4F2Xl5lzUaH4RNOg0Cj1JtIE43Ot5zFRnlw2w5U5drrkM6dUijG9Sv5ZzdCPXPD0DgqChsiUgzCcAlLKTMdOO2WVKQUKcRCuP4h9/j1VHpQ3pBpdynUlnIlRaj7Gb4lcc2jw9zmBZDELxsb2jKAEBvLCgEHCK+90aCLQrhIXJXprxbbmty0XRJZxQ5GXjX5baS/2AVD1B4g8sKhCe2c4PZc43QJXFFlPIQAOhg3bRGueXiFUEnAwgdp4thvFoAbWcBkBvxGzEgAADWsOAeOmNBIZDHit56147V31KZ9W9rpjS49jkiIjVlhXlfM6u9Ouvfjpje5GJqRJb1WLuOZUUJVz73mNmtKT/XmrgufigpyDy/rvoyTz9zsL/R8PcTJ5Sm/DylscLU8aY1Z8/PKphc5871bJ9Q4spx3L6/U32+/lYHqWbUBPPsWX15UcbvmquKM37XWp37vmarH+dOqrGVrlEVxYe+gujoWS2W3mumy3HUgLVjjqosKbD1PhGRGa3mvmbI6tb3RrLVY1ZNbw22/srV/gbFrRI7Po9nU1ZovY2f0VptIzX2TaotzfhduYlz22SxXHutrSZ3XVecTEhjRWYdaUX65Eh63ZYvTyy3GCOOtyFLndBek3n/VJYer3pp+4KJKT/n6p+Mt7ynzovkZNVcVZxRDo+f1zb2bztxlZl6zqjsVxTbbyPtmD2x2tTrVrrYT1Wei9slbJ7jfnkrSqYOrbndl3aqujQzD7vVx7FrWpa6Z3Nafeg09g5CRjto4ytIJ9eVyQnz21N+lyvm3mAzz/nVY2uszOyjBcEonixMK7+H57iW6ddZledgF0yeYPk95S6Nudlx4sKJ+V9kgplJuaDrulFHzGg2/P36afn7t/n62+mxfFd9ueEYSC6LO2tTft440zi9o4yOX2cwFpNtEdWGfnfaSaPjVzkY2xiVfj1SPtNETOJH25Vejnoayj37rIU26hg7jsyT76yaNdG7+5CtH+rE4dONzz/b+GW+RX3Zxp02ZqmPRETqyjPnTVoMPn/1uHms9Lx3woL29JfDBrPzM2aV2BiHG7VqSjD9zvGfmyvf5jK/w3791WYwrmTUr3Kb3fFzs+U3PfYI6v6Ot6zb2XiT2b6GWzGoKgZszi/M8SBOSX9gfm1f7vUOhQn7y5NOSBvX7Bg3jmd2jHPOpGpLn7nM5Jhorp3Ch2XYtTlrv2IzYBQLCoE8NvQ3jS2csvr01YVre8b+vX5ao3Q3HOoI3LB1YGzwcUpjheWFJfmUFyVzBlJlhQm56uj+rH/fNn9i3sbto8fOMJ2etX0NMrPt0CDYR46dnvP1RcmEnLl8sqlj5wqxT13cMTaZXpiIyye2Dpg6ptcKEnE5e0Xn2M9HDbQYdlJERD505DTLx1/cWSufPXH22E6PXfVlsmXOyCTs1cccuvYD7dXyX2cvloaKkbxSXBCXa/LcG5GR/Nzjcsd2vPS8NRpgNlcVS9LkqH1LdYnphR3jr9V4W+a0SYPDhRYiue+vXdcc02+4MDUfM4t9zMp1J+bXD0tjyUjpjMdEPnXCLFnanX1Q1i0VxQVy8qJDnYoT5rcbLrD++HEzxyaPmquK5ZtnLZLKg9emqqRALju8z/D4VxyVvTy+/4ipOdN2+tLJUjzunu1YPMnVCY6JE0pTzt2K4oKEnL7UXJ2bbkpThaybeqiTePG6nhyvtme0nj9mdqt0HxysHM1XdvQ1VeZM8xd2zLV1XLNytb+qsTqMdePWWTn/nozH5MZtuV9jZFpLpazJMxjhpsbK4pRFDacvnSzFycw696K1PVJ+cKHAhLJCedf6XrlwTXfKa77oMD852bX5ui2pdd34QbqzVnRKYTIuVaUFcoyLcehJCyeOPaxQkIjlzRPrpzWOTZTGYiIf22w+vnzPYX0Zk4Zb5rQZTmgGKT1PjNdaXSKnLu7wLS0XrOkeuz6lhQn58Kb8cd/01kpZP83bBVJGbffHNs8YW6jVXFUsZy4/FDu31ZTK0TYX0efSWFmcsuDsbUs7HE2+2HHlUebaiMuP6HMU15mZp3j3hilj/3bzQbtsbtg64PmOJ6ct6XD9mJ86YdZYXT25rky2zbcXj314k/G9z9d3zqe0MJly3m71cazMdV00bmxk3dRG6c3Sl3zn+t6xhwDLChM5Y28RkRu3DQSyqCtXPs1oB23EPR89doZcsLYnrb42zh9nLJssx89tk06PH1B04vrj3B+H+cz22ZbvfXo8+a71vfLptPJ7Qo7yO/46J+Ix+cz2OVlf62e2zLX4yciORZMcTeI5de6qrrExKCfy7fjlVl3nhu3zjRfYvPcw43GH8a7a1C+lB2ORuvIiWT1u4n/7golSZbC44ePHzcz4Xa6+8weOnDq2+LmmtEAuHZyS9bUiIw+xbx+3aOikhRNzLuQbP+bWWV8mx81ty/pap27cZr6+yVaXW31oY/xY0KLOCTK/w/sFhePLUXFBXD5iYYx+vGs3z8jZps2bVCNLutwZy/ufdyxJ+XmgvXpsjHfihFI5ceEkVz5HZGRxipsPcqZfovcc1uf6wqKt89oz5mIKk3G5bstMudIgHvreeUuz3ruKoqR8MMt8wkmLsl/n9DHVbfPaZUJZoXzy+EMx+pTGipRFxx85doYUF4y0KQ0VRXLuyq6sxxcx/y0NXSnt7WxT77HrkvW9nh4/l95G48XAHzl2uq1x/2wKk/GUubZscyadaXnww5v65bBx86NGzlvdNbYAMh4b6dM5VVmclMsPP1S3XjLYa6vMLeqcIAvGLSrMVi6M1FcUpbRXpy3pkNJC9+ZV3FZRXCA7xpXv0fKb7r2HTRlrs8dfZzNF83qD+MINa/oaZMDC3HG6648bMIxtN85sHitHDRVF8o5V2cfmrMqXl5zsRpfrnaMLR0vzzO/nMqu92vIizljMOL7M5rLD+8bm2iqLk9LXdKj/f/bKTkk66IucubxTmipHYvyiZFw+tvlQurobKmQwzwM7S7pqZY7Fhw7WT23M+pDPaNudiMfkUyfkbq+aq0rkWAsPlY9fRzLKzdgMMEvd1g9QRCIek+++Y4n8+oEXpKmqWI78zK9Nv/dd63tleU+dvLl7X8buK5vntMmUpgrZ+couWdZTJwUeDOb97vK18tXfPip/ePQlGZzWJPM6aqQomZC7nnhF+poqpH1C9gVOJYUJ+cEFy+S3D70o+w8ckHP+/c8pf79uywxLEyXxeEy+fc5i+fUDL0hDRbHMaMu/o9X7jpgqX/rVI6Y/w0hVaYH86KLl8vuHX5LJdaUpizrT+T0PcdnhfbK6r0H27DuQM4A7fdlkmdpcKd+76ynZsXiSbPx0ah7cNKtFTlo4SYb27pfyooS8NrRPlvfUSTIRl676cnny5SFZ2l07tpBpx6JJMtBWJc+/vluW99RLYTIuN1+0XP78+CvS01AuHXkWkv7b2+Y72k3IjBMXTpQZrVXy3Osj5ePJl4fk4efflPkdNTJ4423y3Ou7TR3nxq2zZMucNjnlX/+Q83VHzmxJuVZ3PfGKHDggriyA+9rpCxw/ZWVk7qQJcsvFy2X9jbfJnn0HTL/v/y5eIfc8/Zqc+bU7XE/TeMm4yCUz9ktZ52zpbKyWqc2VsnFGs/zqgRekqrRANv/zbx1/RraO7tWbpssR05tlWCRrcL20u05uuWi5PHQwX1WXFsotB6/N9NZKw07ox4+bKTPbqrOm58wVnTK3o0ZefWuvtFSXyOMvvSULOibIX596RZLxuCzqTH1yqLK4QH544Uj99D93Pik/+tszOc8323TJP504RwqTI8d3sovSB4+cKv/6G3t17hd2zJNfPfC8lBclZZ6Dpz/zKUom5H/PXyq/efBFaa0uybq7jRm50ryhv0m+f/4y+Y/fPyab57TJCV+8XQ64uIWL3ScIdbDOoNM+Z2K1XHX0dHnmtV0yqbY06yKCfL50yjy57YHnpaIoKcd9/nanSc3rk1sH5Ng5rWPl95W39ma8Znprldxy8XK5b+frMtBWJQ2VxfKuwSkyf/IEufnuZ2THokljO8raWSTzpVPmSUdtqay/8TZb55Be11UWF8ivH3xBCpPxlKcZb9w2S46Y0Sy3P/yibF8wUS7+5l1y787XbH1mRXGB/PDCZfK7h1+SjtrSvA8gJOIx+e9zrcWIo7rqy+X/Ll4hf33yFXlj9z5pqCiWpd21cuKXfm8r7V749jmLcz4V/6OLlruyk4pZLdUlcsvFy+XOx1+RKY0VMtFgRz4RkZsvWi77DwzLM6/ukuW9dY4WtmYwqE+N2u4lXXVy88H8O29STcYDAjdtmyXHzW2TwmRcfvvQi/Lpnz6Q82PNnsEnjx+QY2e3Grbdfhhor5ajBlrk+395Oufr+poqx+K6qpIC2foF9+vF81Z3y6LOWnlt115Z3l0n3e+/2fXP+Mz22fL0K0OyrKdO+luqZPe+/a5/xnjVpYXylysG5Yrv3S3/767c19isw6Y3y48uLJfHX3pLlnTV2l6EesriDhloq5YX3tgtBYm4/PjeZ2XL3DZXJsSvOGqaDPY3yv4Dw570TfJ55/peWZZlbGTU8LBI+4RSufni5fKXJ17NO2YhInLs7DbpbRwZV1naXScnfvl3cufjr3hwBuZZbQfH+/CmflneUz82KZFeX//y/ucz3nPRuh4pLkjI988fGb/xup9nx4reevnJu1bKnx57Sd7YvV+u/sG9jo951ECLdDcc6sP/45nX5di0PqbRotfx8eRoH2C0/C7OU37HX+f2CSXS16TGtzaYXZxx6uJJsmpKg6yaUi/v/NZd3iYqh8bKYrnl4hVyx6MvyfNv7JbJdWWZsZvDsKO+okg+cbzxpGcQX9VplK+++44lYw/L5TJnYo3cctEK+cezr8vsidVSW1Yotz/0Ys7xjuU99fLTS1bKPU+/Jnv3HZCpzZU5+879LVVyyztXyL1PvyYz26qksTL/QsyPHjtDjpzZIjERWZxnUvPImSPl9YmXUscnvbCmz9nOcX98/zrTZWrUmSs6ZV5Hjbzy1l5Z1lNn+f12jJajPz32sqmx3GxOWDBRprdWZcx3VJcWyA1bB2R5T71r5zN7Yo385F0r5Eu3PSJHzGyWlb31cv+zr8tjL74lizonjD2o54avvG2+a8cy0lVfLrdctEL+9tSr0t9SKTtf3SV3P/WqXPG/99g+5vi5mKqSAnl1aK901pdJV325LOupk9kTa+Q///C4HBgelnes6s56z790yjyZ2lxh+JDdjdsG8l7n0X7ZgeFD4+Jb5rZJX3OFPP3KLlmeNo+1YPIEueWiFfLAc2/I3Ek1hguY7Pj+BcvkNw++KG01JZ5/S88Fa3tkSXetvDq0V07/N3/jqG+dtVhmX/3jjN/P6xgZ9//HM6/L/gPDUlaUlNryQrn25r/Lrx54wdZnve+IqbJ2auPYXNT30vpCU5sr5TvnLpZf/uN5eeTFN2VpV93Y+OXo/Oje/QfkgefekLryIplQVih15YUyr2OCXLCmR379wAvSXF0s/S3mx3SyueXiFSm763WOjf28ainWjcVi8h9nLpRfPfC81JQWymyLi4iuP26mHDOrVeLx3A9w+FHvm/HhTf1y+PSmnDFCd0OF3HLxcrn7qdekv6XScBfDbI6f1y5Tmyvlvp2vyRMvvSWVJQVyzQ/vc5zueDwm/3Vw7ri+oijn/IuRFb31cvPFy+Xh59+UOROr5S9PviITyopkVnu1PPbim3L/s2/InInVUuviw8fHzm6VxZ218qfHXpKb735GfvvQi64dO5ebL1phan4/n39723xT4zuTakvlgxunSVNVsUw3+S1VIiI9jRXyf+9cIXc/NTLX1lhRLL9+8AUpSsZlocWHodLVVxTJzRctlzsee1m6G8ozFuN/7uS58qsHnpeyoqQcnzZ/0FhZJF87fYHlMhs/OHY95QO3ZPxttO022z/85PEDMjw8bGo8avw6koripLy5Z5+rsRlgFgsKAROKCxKGE+Rm5JpA7G+pciXAziYWi8lpSyfLaWm7Tpn5Sg0RkbKipKyf1igPP/9Gxt+sBA+jipIJWTvV/HWMxWKyYPIE+cMjL+V+XZ7jVBYXmD5nP8ViMVlkMnha3FWbc4Au21fcTG2uNOx0pwflteVFpq/RKhe/njvX+pyRBQUj+ayrvly66q1/fUc8HjO9m8r4a7Wky71JNi93c5lUWybrpzbKD/+20/R7WqpLLHUUnShKiKyZUi8lJSOfl0zEZbUPO4zFYjFZYmKitLO+XDrH5avx1+aFNzIXreb76lARSXm6acrBJ69yLcAdrZ/+9tSrIpJ7QWE2PY3lthdojeekI5KIx1ytG3IpLUy6UqfnS/OMtiq5ts3ak5cufiNjqKyb1igz2qpkhliPHcZny0Q8lvLVOtle55ZYLGZqAX1bTWnGLrTLe+pNvTffV5msn9Yor+3KXMhoRXpdZ9QuxWIxGexvkkGXvn6swmLsZTVGHK+pqliaqtT6etHx8n3Fjp+LCUfV5Yn71k1tHIuJrMb8duvBbG13ev4db3yc5+bgrdmy7yUzMYeIP3Gdm1/bN6GsUF56c0/K747yYKfJdOm7A1SVFMg71/e6tqBQZCTum9LkPB4b/9CBlX5EvmYwFou52sexw+xXjjVUFMv6aeZ3FRs/rtLXVBn4gkIR6+3gqFPSdqzNV1+PNzp+o6ruhnLpbiiXV97a48qCQpHUPrzZCWKjeNJK+VX9OmfTXFUsV5nYldgvE8oKXYs7jSzv9mdRl1lG4VGTiUV7oybWlqY8BGJmvMPqOFprdUnWr1Y1EovFZKmFBep9TZXKLMLNJd/undnyldVFKm6YUFboSn1kFO8PtFU7XpxppLuhQq4bt8NRb2OFK+NZ6cx+u40TI/3QkXLcUl0i9eVFcoXYX1AokruNGWivNvVw6uj7d+3NfEinvCh/3zNbvyzXPFZHXZntRa3ZuDX2Z9bcScF8fWRBMnudM6m2TCbVpl7XdVMbbS8oNDMXVVqYlMMNvl54/Pzo4QbvczJ/asSoj9tYaa2PMKogEbddn8ViMdNfdeoWJ2PLZudEmqtKpLnK3jjC9NaqlHbjYzf/Xfa78BS+k3FBkdS4Z/z9Ti9Hbo7dT2sZeWBjanOl/PYh9x7wzJXE+grz/cNckom4NFcVy85Xd+V8XVEybrtsp+czN+dJa3LEQLnmfFZPabC9O2JRMiGxWGYeMts/HB2XisdjsqynPmM8KlvXxet1JIAZfOUx4FBQaweMAh91hspc5OMFZh2IHrhPCIqTreq9xCI2eMmN/GW67KhZxBAy1Jn5mZl/V2iOHrCFuiC63IjpR/OPSguWdOZVceT2hBz1eOSpOkbjpqCyOfWnu4g7oYN8D7wCdtGkqGn8V0Ub7WobRsQ3gD3sUAgAiBwCx0yMGQDRMWwwLaFEtUg9BESDEhUOtELwDoRGFBYAAenI9d4w6tdaej/9TwAAPEdzq6ZlPXXygwuXyf3Pvi6LOmtl3jU/CTpJnnMa+xE7IqpYUAhoKjJzKlE5TwDII8rVYZTPHVAdCwPMY9zJQyZG9XTaScyV3WH1OV24gPolGtzeOUaVCRGqK++lX2Od2sSsQnAKUBD5Ch4IQ5ULAEZ0q96oj1P1NlZIb2OF4+NMceEYYUfeg874ymMAalNkgFtlxCGIKlUmwPwSsdOFIpzu+oBDolZnIZoYIIMuqJLhBhW+Go5qF2YEn1MtMpPgHK/R7nwBxSjQvMEDKsQtKqRBdUHFdqF42CAEGIf1lg5VkEolMdv1Ontl59i/F3VOkBltVT6lCEAQ2KEQcEilxt1POgReAMwLy5iBtudBpaq0WCxmcvcrHxKDUGHA1n/aXXLd0hsQWtFMhBbWaVc/BCzK1yvK5w4AutNpsQbNTX5cI2PEKoCe6MdDB5cd1ieLJtfK67v3yWH9TUEnB4DHWFAIaMoosPSqoxiVye5onCUAwCsM+oRbRMIh5BGVuNhT1JWwigYWLtJpIYnXaNL0QgySipKsvhgjrYCIEMoCCC+qt3DL1v2IxWKyuq/B38S4gO4UYA9feQwgL7aiBwAAQBhoF9bqlt6AaHdfkRWLDwC4Jci2wYvJKsbm9GV057ibwckZayh2YxRLDgCXGdVGlPtoUyncUyktQNgxFgaVsaAQgC2s5IcbyEb6oAMJhIdOHVSzaaWOAvzFLknqi8ItMn2KXAtPqNj2+p3v/a4Lw1r3KpiVHFOxfABAVATRXqrWRBt/u1XwiVQhDQDcQ4mGTuijAfawoBAAEBg78RudFHWEeQzI985FmC8mtEZHG/nw1ZHmLe+pCzoJnqPO0Ae3CmEU9jrI7R3qArledHsQQUbZnqIAuCPkTT9MCFt9mut8vBw+Dtt19FMQ1659QmkAn2oPeUtfYe9fAzCHBYUAoDme7Is4br9vGLQBvMXCNITdmcs7paa0YOznTxw/EGBqooHBT7XYjnc8CML46lAAuvFz7IdhJkQB+RwAoKspTRWef4Zb7SQ9b2uITwCoJhl0AgDYE5WggsUF+TEZFnEu3X6yUX5cIwBOGMVutOHRUl1aKDdftEL+755npKu+XJZFYMdCqCsi3UkACIRqY3ZWQ05CVLhB1TFdVdMFvVFvAnCDmTbqui0zfEgJoF6fxqmwnQ/gFxYUApoy6qTGojotFNHTjirGZ4KhYrDtZV5Q8XwRHLID3MAEg39yDcD6eRtWTanP+F1TVbGcuqTDx1Sox4tJ3GzHHN+e07ZHVxTuPU2Mv3TKUsQf4cGDKKlyXQ+uFczQIZuQl/PzpU0OSTBJfgLUZ6aYFiUT3icEAICD+MpjAEDk+LX49oxlk335HDeEZGzMtTvLGBvGIzvAK35+dR38VZiMy/uOmOr8QAFkEdpA6MJJViWbO6drExbZBzEBiIi+dRcyeRKz5skfZJ+I0rCDRF2nFitZiHsHqI9iCidY4A/dsEMhAAAeuHHbgGwaaA06GaHmd8ct6AEd+hnwUtD5W1dcNjUFuVikoigpF67tkeW9ddLbWBFYOryW7QoHVZfQRoacTzeYOh1WMRGgtrDdHicPohDrA4ewsBwIDrFTflwiwDvUQdZwudyTry9Hfw0qY0EhAAAu2zKnTY6d3RZ0MoDQoEMVHF0GWsgjUMW8jho5c0Vn0MlwhPIEr5hpUbzIf4WJ8H85B8U2GuxEZbnKlBdfQW+HLvGmFSxYcsZp3lRtF/Dw5fDo8vteqpaXkR23Cn4IYcgEAAAUF/5RVQDhF/GOFINL8BpZzHtBTbADfjCbd40mXsn3AMyIeHcAaeZMrB779xEzmqS4IBFcYhBqKvTF86VBtYlnPy9ZkLfHi8Wabi68zHdpFMjaQF5286kqi6kRHeQ40K7CLDP1hV/tmGr9CDeo0H9DNIXxITpEBzsUApoyChqJhQAAYUR/y3sqXGMmdqCD/BPwBOT5sGtTfm7Uh1G4ztnO8OtnLJRv/P5xKUzGZfuCib6mKUpUiB3SUQUDxlQsr1ES1aopCrEIIoIAwzX0lwE1UTLtMwqzw1LVheU8ADjDgkIASmPQM9x4KkMP3Ca1sQgLVlnJM+Su3Lg+SBf12Cao04/4ZUeasqKk9l89Dhgxms+JersTJSzCSEXORxDVn9+lMKg6nvKVhrYWPgqquSfMUATVjafoOyEo9OWgM77yGNAUT3m6jwY9OrjV1tHX8paZLMk9CI7ZKoNbFG7EXsZUvC4stFYb9yc/N8pVqOJdD06GuApOhKp8KYCxGPhJxdgVCiE+0A5NCHRG/g0HN+8j4yVQCeMm3qD/C92woBAAEJigAicCYXcEHfhyGwF7/J5E86POpV4H/KXj2JeGSXYkX71ItQkA3mHRWrDYfQaASlRpEagZAWRD/YBoUKNFpq8C3bCgEHAo6AU1QNToUOJ4kiy/wmRqCDKrvdqV41In62Eg7X4XJnKHpLrcVk2SaUiXa6wap5ctDJedNg+Ijq76spSfa8sKA0oJ0k1rqfT9M1WMHfwalw/s692D+VgoYu6kmqCToJQpTRWeHHfihNKUn5urij35HATH7ILfRDzzdfUVRW4nBw6pMidfVpTM+rcgksjCdn111JZl/ZuK8TfcNb21KugkACEWXNBA9Q2dsaAQAACdaRqJfmb77LF/x2IiVx3dH2BqMqm4QCZMg0ZXb+pPOZ9Pj8sPQJSoV9Ng1IRxC6XetrQjuIQACvnY5pkpP39y60BAKXFDuGrgty/rlNLCxNjP71rfG2BqYOTKo6aN/bswGXetbQnDA1Ve7dCgyiITu64/7lCdm4zH5LLD+9w7uP7ZRk5Z3CEVORbwWLF6Sv3Yv6/bktrWXX+c87bOKCtqnj21Zna8pyARl/XTGsd+7muqkJltLPSIJBNt7YSyQlnaXetDYhA2pyyeNPbvuvJC2TSrNcDUBO/dG6YEnYRAvWNVd9BJGGOmmxGCrogtXsZxLAgHoBp3et1AhAW1Na2Ki10C41J8xTbDeuAu+c+LjuGG/ib5wo658ufHX5bVUxoydqxTEV0598xsq5b/PHOR/Pwfz8nciTUy2N8UdJKQBU0jdJRr8M1MvFeYjMv/nr9U/uP3j0tDRZHsWDQp73sQLPpG/lgweYL8x9sXym0PPC+LJtfKqikN/nywT42RzrFeVWmBfP+CZfJfdzwhHbVlsm1ee9BJigQreebUJR1SUVwg9z/3umwaaJVfP/i8Z+lSmc7lzG/Hz2uX4oKE3P30q3L49Gbpqi8POklKKS9KyvcvWCbf/OMT8vlfPuToWMfNPVRnLu6qla+dvkB+89ALsrizVpb11DlNKjziySKGtGN++oTZ8q+/eUR2790vb1s62fdF3EFFuNTVaUzGol/YMU++8utH5JM/vt/jBCFMPnTkNOmoLZPn39gtJy+alPGtPlGweXar1FcWyeTaMtk2P9r9GN12wo3quHFU5pKjumAUQCoWFAIAIodAWA0b+ptkAwvJImtRZ60s6uTp7SigzoWO2mpK5b2HubgTUERQ3sNvaXedLO32bnEFWci+rvpyufzwqUEnA1nEYjHZMrdt7OeoLiiENUcNtMhRAy1BJ0NZHXVlctnhfY4XFKbHLyt662VFb73xi+0c3+TvYI0fc/klhQk5b7U6u0VBbeVFSblgbQ8LCj2ka38zV32VTMTl9GWT/UuMgroayrWua93aUa6ngYdHAADqid6jDgC0Eo3nPBA6fmZcColvgr7U2Qaf2AYfYRGRhzvhA8e71ZEX9WPmnuk6+wRAWTo0F+zgCiAo1D/64s7BK0539WLcKJx076q71d6Rvb3n1jWOyr0KX50bXGWjez2HaGNBIaApPxeQhC5myMLvr60AoC6dFulFYZA+6M6r2eYhjHciCvkLgHVO2snA6vSgGxPF6BPpQFVRLlJhGTqI8j1EbmHJ40bCfG4IH7JrfpRpY1Eay9E5DxCLQWXkz+y4NrCKPAOdsaAQAAAgTZQG3gAA0B2tdiadJ9YyZDuZMJ0jXBGqfO8SnR6UAgA/MKELy0ISYKhwFmzooC5uTfCCvAV2Pzuq+Ya5I11x3wA7WFAIaMooYPEqeItoTKgNne+P0685gHvy3Yqodg7HC/oSRPkeRPncAaglX30U9QkSQjvkolLpIK8iaCz0g8qoI+EG6jkAAABrIj6sGFrj7ytdLeiGBYUAALiMgBAIlyhPqEX53M1gkEc/ZOkIo8CGj9sFmiyCENJh9wz1U2gdTU6wrOYpbpee7NYdOpXPMNaPWgrJwEg4zgJQT5QX0IekekQWOsVM5qh7QuG71giT0C0ovPnmmyUWi43998orrww6SQi5qO9CAuiIUpspV1Wm0/XSKa1W0UFXX5jzH4w5LZfkGeRDV8OcsO16rcMCIDvCeVbRRf0EO6IyhqZasxTWdgUAYCzKC5zCTLX4AogsD8uiSuVcpbQACE6oFhS++eabcu655wadDAAAQofOA5PgiCY38r3ZYWwn88u+zE0zHg+4IiJrSZSnVVzjQSCq1flDWVRnCCvd22rNkw+TPLnPBAgiEr6HdYCg6d6uwh/UvN5zq3njXsEJmgToJlQLCj/4wQ/KY489Jg0NDUEnBYBLGMAIt6B2J/A6VxEQAuFitqrSpsXSqJJi0BVuI0u5w0nZ9CK8p8sQHkHuXkb9ALPc2PVHhRiHqhNAFI3GjezcGQ6+7MTnsNH2qq+iQCiBEAlyV0t21NSXCn0aQAeUFegsNAsK//SnP8mnP/1pKSoqko985CNBJweAhmjQ4RaGJMOJKgKhYVBJZcvfbuR7s3Wik0F2FhNBFW4/DEPedg/tOBB+OtWZttKq0fllE5WHRhlfUhe3BjmRQbTDwlAAYRFkE+RlTRrG8D+M5xQFLVXFQScB0FIoFhTu379fzjzzTNm/f7+8733vk+7u7qCThAhRaTA0jE/y+LlDhUK3EjDPhyJC0VBDtuowCnVX+Fo3fUQgewWK6+s/rrm3WEABAP4KQ7UbhnPQTRjHDwGrdCgHURjv0YKiN0LNVMFLXva3WZzrgM/NiV9VUhjHd9w6Jy/LSxive1BOXDhx7N+FybicurQjuMQAGksGnQA33HjjjXLnnXdKb2+vvPe975Xbb7896CQBcIlKCzYRHsTk0BHVIQAAiCRG1KEownMACA51sHf8fMAf0RLVuZ6InjYiwEzeVqlJoSxGywc3TpOK4qTsfGWXnLFsslQWFwSdJBEhhoV+tF9Q+Oijj8oVV1whIiKf+9znpKioKOAUAeFD4wYgcqj4lMLtAADkYqadoC0B3MVkDNxCVvKe1Z3Ygt65ze/6RaWJbnhPp/utU1oBILJCGszS38tu/LXhOqmrpDAhlx8+NehkmBJ0/wvIRfuvPD733HPlrbfekpNOOknWrFkTdHKAyKBxgxvC+lRi2M5L1dLu/ySDqlcCcC5bcQpZdeY6qgUgFXUGfOWgDiavhpOpdlmRttuvGCJXXg/iUtCnCobVr2XT/WsP9U49AOWEpO1SIf4lDlBXkPN9uscdYWD37ke1SOfLsRG9LABCSusdCr/xjW/ILbfcItXV1XLDDTe4euwnn3wy59937tw59u+hoSEZGhpy9fPhvV27dhn+26phGQ7k/u/Zszfjd0O7hmR/wv11wrsNrs+u3btkaMj77YH3HziQ9zW7du2SoaTzTsfevXtdv5d+5I19+/f7mgfd+KzRYxwwuL/5jm+0WM9qmvbuc+deZzvGfh/vyf59+zN+l+uz7aZ5z949po/lVv2a73P27MlM065dQ64MTg3t2p157N27PLuv+/Zl1ul79qTmU6PzFRHZvXu3p/nNrWM7qWPdqJ8dvd9kE7N3756MzzEaFLOSFi/u7f79mfXGgQMHDD9r/759ptOQ7XVm79+evZnlYNfQLjmQzB/bHBg2Tr+bdu3KTN/uPZn3PPv7M+vDPXnK79DQkOzatc/08dwyPGy+fd6/3/trb1Wu+GL//vyxZa74Pt9DA/uzlCW7du/aJUNinAe8csBEHLPLoJ0UEdl/IP97jeogp9ds3z7ja7Rv76E6bJ9BHePWvXK7DOzbm3k+Vj/D6DqPP85eg+vh5PPMMBPH7z+Q+Zq9Wepao+tkdEwju3Zn1qGjEaSX9Wu4OO+Xuf3+/VnqgvH27DbfdmczGtsccFCfGZXBfO816g8MDQ1J/ED24d0Dw9nbtN1Z+hdetuu7dmfeIzfuiZG9FuJY1z/bwzbHjuG0fLB/f+6yMmxQF4uMxNzp8scM1scHnI6p5Hr/XoNY0EpMb8fu3QbjC7t2iWIhtOvS853b7IwpiozEGkNDQ7J7j9F9GZJCj2JvW9di2FndYfe9fo5rOrXXaI7E5bRni0XNsjKuYum4OeIQo7puj8d1nRlG7YiRXONLRq/1cqGiG9dst0HfY/TYueK4dIZzgjbmAYxkGxd0g1F9Pd4+D+blRPyLvfYfcGeMY/Qe5OvTeFGWbccqJr8uIui6Z5SdWNbI0NCQDB38wkyjaze0a5cMFdibs842BzT6uX7K1ZfECLPX58CBQ9dyr1G/3oP1HXbvHfdcX17dO20XFL700kvyzne+U0REPvaxj0lDQ4Orx29vbzf92ttuu03q6upc/Xz467bbbrPw6tRis2tol9x6663uJsiEvz0fE5FEyu9++uOfiAfrCeW5IZH087799tvliTL3Pyvdq68kJN/zHL/8xS+lstDO0VPP6b777pNbX7nXzoEMjyciHuWN1M/Z+fTTcuutuRdBu/VZIlbOKXsTM3qMVwzub77j79lt/T3paXnwwQfl1l0P5HlP9vdnfm7q35/euVNuvfUpC8e375ln45K+4XC2dOX6286UNKf+bXh4WO6++25Jr3PM5AVr9WvmZ+f6nL+8mFkP3nrrj115Mu61PZlp+eMf/ygv/8P5sY089ETmfbznnnuk8oW7x342Ol8Rkd/+9rfymGv1sZv1WOqx/v73v8utr97nw3sz3y/irD4+MJy/LRIRuftvd0vps39Lfe+BfHVW7nDci3bEqN549ZVXD35WanqefPJJufXWxw/+ZDatqa974P775dY38xeee5/NzOM/+clPxHg9YepnvPH6G57HY2/ty/zcO++8U/Y+am6A6MVdme//3e9/JzvLR38yzrdDBp8rYqd+Ne+113Ll29S0vPTSi4HEwrm89FL29L/wQmb+Tzd84ECec8peFl54/nnX6k0RkZ/97GdS4nmvPfUDnnvuubzn8KpBOyki8tyz+d+bO3ax59HHjO/rw488Irfe+pCIiNz7jFHcYOdzvY/5jc7Harz74osvZhxj/HH+sdM4rjD/eflkXqeRgfHccfzIGhaDftrL92b8/tFHH5Vc55jL028Zp1HE2/pVP9kroD27d4v1flnuYzvNd088mb+O//Of/yy7HrE6uZOa1vvv/4fc+sbf5cUX7ddn/3jaep10z8sG40A/+5kUp/wqNa1vvpE9RvrbC8b1gJft+q79IulptHdPjKQe96mnnpJbb33CheNaZ+f+OpM7WNi9a3fK5z/9dO6yMjIRkdn/eeP1NzJ+b+W8stevqel/9tln5dZbd2Z5bf7378wxJjOyxib19X+56y8iT3i3O9Kjr2d+5m233SY1RZ59ZEDSxsx32xkzNx/4vvLyy2KcH3MfY7Re/McrmeX0Zz/7uZS6EnvbbePS3zfsaBzW7ntffOEF5fp42dxnMI7gdr47FIvaO17quIp7nn0mexxiVNfdddddMuxhXWfGriFz42vZ7qHx/XZnLHiEN329J94wPnZmHJfb33P2aa2mPfX1r732mmfl3mgOaLz7H3hAbn3rfpNHM19J+1WPvfKynfkqkYyxzTfflFtvvVUeezx3nHb33XdLSdr4s1N2YxVzY+ZW2jJv7d6V7V5Za/x/9atfyYSD1+ah1yTj/b/85S+lytacdfY5IBH/+xO5+pLRZKWeTX3t6+Pq2LufM5gD+XG2ORDracqdtvx5nXuurxdeeMGT42r7lceXXnqpPPfcc7Jw4UI566yzgk4OgBDQdntuXdMNwBVRqAKicI6q8nOomS84AQAY8aR9oNFBSBAnAxZRaEJDha9v9dowGRZABFDTjQjrdVCqLXMpKVGIQQBglKd7HbixzfRXvvIVOe2001J+94tf/EK+8pWvSCKRkM9//vMSj7u/LvKJJ3I/wbpz505ZsGCBiIisWLFC2traXE8DvLVr166xJ2NXrFghxcXF5t54+89SfiwuKZbBwaVuJy+vXX99RuTB1Cfj1q1fJwUebFH4yItvidz1u5TfLV68WKY2Vbj+Wem+8sQdIm+8lvM1K1etlPpyG4/1pt3Lvr6pMrjAQVlOO56IyODgoP3jmfyclpYWGRyc5v7nGHyWiIVzMnhv+jGM7m++41/9t1+LpH39bt40paWlp7tHBld05H5PjvdnfG7a35ubm2VwsN/88R24+dW7RV58zlS6cv0tJc1pf4vFYjJ9+nSRB1N3iMt23W3Xr/nSnObAPc+J3H932mvXuxJ/PPf6bpE//Sbld/Pnz5f5k2ocH9vI/b94WOTJR1N+19/fL4NzWsZ+NjpfEZElS5ZIb2N5xu9tcbMey6hj+2RwockdoJ281+D9Is7q4/gffi779+cfKZg+fboMzmrO+96UtOSoKzNe6xKjeqO6ukoGB+dlpKetrU0GB/tGfjCb1rTX9fb2yuDSSXnT9cqfnhJ5OHUnw3Xr10mhUWyT9hnlFeUyOLgw72c48dquvSJ//FXK72bPni2re83tVP7ky0Mid96e8rtFCxfJjNbKkR+y5NvXd+0T+WPmbi6W61cLPv/IH+Spt97ISItROidMqJXBwdmepMOu/9j5Z5HXXkn53Wj6//v5u0ReeSnn+2PxuAwOrs3+ghxlob6+XgYHB8wmNe9x16xZIxXFHm9RmPa5DQ0NMjg4M+dbjNpJEZGGxvzv/cErfxN56fmU3zmt6+645X6RnZk7dndOniyDa7tEROSlO54SeSS1jrH1uT7E/H/7yYMiT6fuYmI13q2rq5N/vJqZ10ePs/N3T4g8mn3HbsfnZHCdCgsL5c19qV/Tlf45B4aHRX7385TfTZ06VQbnt2Ucs6OjI+M6GR3TyP3PviHy1z8Y/s3L+lU7Oeq7wqIi6/2yPMd2mu9++4O/izz7dM7XzJkzR1b01Fo7cEZsM0UGl0w0bFPMnsPTtz8u8tiDlt5b9MALIn//a8rv1qxdI2WF49qJtLSWlWePkfbe/azIA/dk/N6TcYyD3ty9T+QPqXGNrXtiJO3cW1tbZXBwqvPj2mDn/jqSJ04vKi6SwcFlYz//Yuhekeefyfr60tISedHg6xnLK8pFht5M+V2+8zI1PpCW/sbGRhkcnJHzuLnen2tMZt+BAyK/+0XK7wZmDcjgVHe//Wi8vzz5qsjdf0r53YoVK6S5KmRtTfqYeZGNMfM8eXm8mgk1Iq+/kvK7wcHBvMcYrRfLH35J5L67Uv62Zs1qqSwuMJ2GrOy2cS6Pw9p9b21dnQwOzjL33oAZjSNYrm/z5JmxWNTm8VLGVVz08/+5W+Q54zHhvfsPiPz+Fyl/mzVrlqyfWu96Oqy49t7fiBh83Xi6bPfwpTuM7rc7Y8Ei4llf756nXxP52x0Zv1+7Zo2UFZnv7z//hydFHkndyc/UPICRtNdXVlbK4OB802mx4t+e/JPI669m/XtPT68MLss/bigiltoJT2Ovcb7+9J+N26N8ssTtd9x8v8gz2b+RbPr06TI40Jz173bYjVXiv/+57Dexus6ve5HPR+/+jbyaVgeZiR3SLV++XNpqSkRE5I7HXhG5588pf1+5cqU0VNjcivpe4zkgEf/7E7n6kpFkpZ7NUce+cefTIg/9PeXvWedAbKQpZ9pM5HVVyiuse/JJb77NUruvPN69e7ecffbZIiJy4YUXyqxZszz5HCsLBEtKSqSkpMSTdMAfxcXFtu9hPBYP5P4XFmYObpSUlHiyoLC4aH/G74qKinw575iJBcMj98/5IFxhYYHr5+THNUokEr7mQTc+a/QYRgvC8x3faIDAapoKCpKunkc6P+9JIpG5/Xmuz7ab5oKCzD3azZyjk/o13+cUFhqnyY1BpJK9mccoLnJ+Ltkkk5l1enqdZHS+IiOTQ17mN7eOXVBgv4518t5RTt4fk5iY2cqooLAw43OM3mslLV7cW6N6Ix43jmeSSfP1WbbXmb1/hmW6uEQKTez370c8tseg61RkcM+zKR7KzEP54qmSkhLZG9tr+Dc36tdsYjHz7XMiEUwsnEuu+CIez/99QjGJ2T4nt2OA4pJiKXFjUtOCuIlzMGonRUQS8fzvTRjcA6fXLJk0HtpIjov5svWf3OB2GTCKC6x+RrYHL0ePU1CQO195Ua7NxPEHDmTWlYVZ2pFkgfF9N5P2omLjulXE2/o1TNzol7n9/kSWumC8wiLzbXc2o7GNUZti9thGZTDfe4sKMyelSopLpCTHRHQ8lr1Ny9a/8DL/74/vy0yHC/fEiJU41m127q+XYmn5IJHIXVaMYkGRkZg7nZXzMlu/Oo2ncr1/78j3gKawEtPbUVSUuTgzCm1Ner5zm50xRZFD9aJRnVpcXCIlJd7E3navhZNraHu+I8v4gIrsjlda+gyHdUTCo/Yo15hw0qCuK/S4rjPDqB0xkmt8KV1paamjNNlNixVFRXsMf19ckjuOS2e1T2sl7V6O7eTbFMiNcV8jfuV3u+1RxnEOtk/5+jRelGXbsYrJaZig654xBum1k7bx16aoaCjzmA7mrLP10UT8v465+pIYYfb6jI+tDGMXk3MgXqTNrfcheJ7NX3ty1IPuu+++/C/Ko7k5dZX9d7/7Xbn//vuloKBApk2bJt/85jcz3nPvvYd2bbv77rvHXrNw4UKZPHmy4zQBABAlrj3lCU+wxT68RP4CoAPqKgCmUV8AyMCYRxQN0yAAAAAbGIOCVfmmWJmChco8XVDY1+f+Nt67d49sRbt3714588wz877+O9/5jnznO98RkZGvT2ZBIQAA1hHPAog6OvaICidZnXLiDia405CxAE8MqzITpkgywkyVWw0AABA29FZzC2N3njEbOBLCMoFwc/+7UYGIqa/I/HoEPxgNBnrVBgUZGtWV+3d9Swu1+xZ47dnZ+a6p0vnXW5db+CoBO2pKs29Lriod01xamPnVHm5NlCTimXnT7S3HrTI6X52UOSh3Tt7rhuZqc/WO0T0y+15fWah6q0qdf92TH/cvqHjMimTCXr2SMGgrC+LqDFzpNkFdW6ZXexcPYOTV1C11kKwaD+5BdZa6qmLc10V7Hf8hv0YX4vh0JQX24iPd6i4VudEv052TNqWi2HqdZGfiSrUYyc9WrTrAPq6d++unmjwxfoNi+caqXOMbRnmwxOO+dlEy8/hJgzEHWFPv45hxUJqrzLe1btY7uvWZvFbmuI7wv7wHUdeZ0VCZv9wGPf46npUymItb51Tm4fyVl/NwdeXu1Smqx1hOjMbtVSXOx2Ktikqs4taYRDJxqEwXGZTvuINrp0JdPUq1vmTQnIyB+LnWAXCbOpGZSaeddpoMDw/n/O/Pf/7zsddfccUVY78/7bTTgks4QuPidT0pP191dH9AKQlWzKeO8HsPS93pdKC92rVjL++pG/t3WWFCjpzZnOPVUMVVm1LL3CXre/O+Z93UhrF/FyXjcvy8dkufeeLCiTn/vnVe29i/YzGRc1d1WTq+IzaLYqBpdsnynrqUiZC5k2ocddbGqy0vkr6mirGfW6qKZaCtypVj2zW+ztJBeh171ECLL+8VEeltLE/5+eRFuctwPh/bPCPvayqLk7JuamPe977/iKmmP3dZt3/3fHSB9+Y5rWO/i8dEzlzeaer91447zzV9h+rckoKEbJnTZvSWzDSYetWI81an1lnv32j+ugaluapEehoO5c22mpKUeiabsqKkzGg9VP9UFgxLZ/63RVquhULvNBE3qCSMi+AuWNOd8nO+OMuMUxd3ZDwMUJiIpxz7sOlNKddzaXetrc/qrCtL+fm0JR22juM1owd3Lh0MNv9fc0xqHP/uDVMcH/NTJ8xK+dlMm51NGHdOcOroHDGYnX5ZWIzmlfQ25ZTFk0wfY9Os1pSHUVb21jtKy6j0GOkDG6dZOt6izgm20qECu3GsF9y6v2ZtX5B7jCM9n5y1oitnnXfFUXqNdW4bN8aTb3wjmYjL7InVYz/XlhXK0i57MYFZU5srpLW6ZOznKY0V0sCibENXHmWuznrPYVPkkrS45vSlI99MdcPWAVPH8HJs+7Mnzk75+ZPHm0vTB49MPf/rjzP3PhGRG7fOSvn5I8dON/3eU9Par3etdx6jhUV5UVKOmKHmnEGuHBxEXWfGlWnty8XrelLGk0REPrM9tfz4yUkZzCV9nNKujTObUxa4jh8//URaPfNPJ87JeayzV6bGSZcf7v43Do56z2HuHfumbbNcO1bQssXtb1va4ftivvRYpbexPJSxSvp8/rts9GG7G8pTrtXMtippGbf4uK+pwtHisWXddTJBkYX9VvuSYXf98TNTfv7Qkdmvj191bLZ+T7b5tA9v0qufBzWEb3YC8NhZKzrlhTd2y307X5djZrfKzIAXmIRdd0O5fPL4AfnGHx6Xrvoy2dDfJGd89Y6U19gdAPrY5hny4e/fK68M7ZWL1/VIsc3dLWCfna9Ymt1eLVdv6pf/d9fTMq25Us5Ynv+r7K8+Zrok4/fKS2/ukQvWdlveLevdg1PkG79/POvfLzt8quzZd0CeemVIzlg22ZPdV9w2muYnX9YnzemSibh8+dT58on/+4eUFCZyBvB2fPbE2XL1D+6TfQcOyGWHTbW1o6ZZZg6dTMTlE8cPyKXf/otn6XCTkzrWaf38n2cukrnX/ERERp6ke5+FRXxGFnfWygc2TpUf/W2n/P2Z12VyXZkMtFfLjkWT5JO3/kPe2L1PLhmcYvjE8eh7b777GZnZViU7TEw0L5w8QSpLClzP07mM1sfvO2Kq7Ns/LDtfHZIzl3fmHQCZO6lG5ndMkM3jFg1ec8x0uer798jLb+2Vi9b2OHqyMlvZOHdVt7z05l65/9nXZeu8NlML81TwTyfNkWt+eJ8cODAslx3eZ7peuemEWXLND+6VoT37ZEnZ8xLCh4R90z6hVD51wiy56Jt3BZ2UUDIT2rVUl8hnT5wtX/nNozJxQqm8e9D5hGVNWaF8ccdc+fAP7pXHXnxLJteVyRVHTZPKcTsUFiUT8uVT58mNP75fKooL5AqTE9bp/uucxTLvYBvTVFks7zlMnwnXZT3eLmjJZ87EGvnwpn753l1PS39L5djEvxNrpzbKuzdMkZ/9/TmZ3zHB9CJ2mPPBI6fJgeFh+cFfd2b8zU6/LGxG25Sv3f6YTKottTQhVVwwUifd9JMHpLqkQK5w6WHV9BhparO1GOkjx9pflBu00Tj26VeG5MwVnYHuqOHV/c3mPRv6ZNfeA/LES2/J25ZOlvO+8eecr6+vKJLPnzxXvnTbw3LHYy9n/H16a6VXSTXF6lDRew/vk9379pse37hh6yy5+gf3ytCe/fLuw6ak7DLjhVgsJl/YMVeuvfnvEo/H5AMaPAwVlO0LJ8pTrwzJnx9/RQanNcrHbv57xmtOXTxJ3rZkspQUJuTGbQPy7797XDrryuSig5sAHDXQIo++8Kb89qEXZVlPndz0kwf8Pg05rL9J3rmuV2574HlZ3FkrR88y95DkSQsnytOvDMldT7wih/U3yRILC8DW9DXIew6bIj+97zmZ11Ejx881/zD1u9ZPkTd275dHX3xTTlk8SSbWlpp+bxhNaayQibWl8trQXrl4Xa8LcwbBbI09vq67dIP3dZ0ZM9uq5CPHTpfv/vkpmdpcIWcu75SCRFwee+kt+cMjL8nqKfWGD+v6xUkZzCUWi8l7D+uT627JrNOsGIkv5stNP7lfKktS+7SbZo3Ufbc//KKs6KmXDf25r+P5q7vl1bf2ygPPvSEnzG+XnkbvxtW66lPn+P7rjidT/m5lyH31lNS6rru+XL71xycM4xm/2C3h2eL26tJC+cKOufL5Xz4kDZXF8kODvpjbohKrzGqvlquPmS7/786nZFpzpbzdRB92RU+t/O2p12TfgWGZPbEmY7OAWCwmXzxlnnzs5vskGY87vnbJRFy+dMo82fK53zo6jhus9iXDbmlXnbz/iKlyyz3PyKz26pwPSPtVx563ulteeWuP3P/sG1JXXigvvblHGiqL5YNHGufDbfPb5cmXh+RPj70s66Y2Om6XEA0sKAQsKi1MyjXH6DvAqqMtc9tky9yRiaE/PPKSa8dtqymVL54yz7XjwR+xWEx2LO6QHYs7TL+nuapEPr9jru3PrCkrlK3z2jI6u6MmlBXKTScE9/SkHTqm2cjcSTXyn2ct8uTY3Q0V8tXTF3hybLvmjHu6WHVO6lin9XNteZE8eu1G2+9PF4vF5O3LO+XtBrucfPnU+bbfa2SgrUq+dfZiW+k0LcdIV115kXza5NPgR85sls8aPPHcUl0iX9hh/f5ZGYArL0o62oUqKL2NFfI1G/VKV325fOVtC2RoaEhuvfVWD1IWLZtmtXq2oNDOwxLZGH1tSlgcObNFjpxpbffZfNZObZS1eSafFnXWOq5j61xuY/wU9GLkWCwmpyzukFMsxPEiknNlSSIek/NWd8t5q7uzvsbiITFOfUWRfPbEOfKDv/4w5feFybitfpkSXC4Hm2a1yqZZrflfaGBJV50s6TK/I7XRw5TpedlpjNRSVZL/RQ54WfSsxLF+sHp/nagpK5Qbx+3Yc9438r9nQ3+TbOhvkiv/9x75t98+mvI3Lx+m84LV8Y3JdWXyr6fl7se5bXprlfz72xf6+pk6Kkom5P3jdsNJX1D4/iOmypkrDvWtj53dJsfOTn2YoCARl3cNTpF3Hfw5iAWFyURcLlrXM7bI0azigkTGDmlmxeMxeceqbnnHKmsxkYhIVWmBfNLkzo5R0FpTIl8KwZxBEHVdPrFYTE5aOElOWpj6sG36t1QFxUkZzGdaizuL9Rd31crirsw+bUEiLpda2AG+orhArt0yM/8LXTJ+ji/bHIsZRnXd8fPaZeaV/yev7drnOJ1+yhW3jx/f+GFaX8wrXsUqKvW9Y7GY7Fg0SXYsMr+z/BdOHJCSktx9pOmtVfIfb3dvjmrupBrXjmXXsbNbtesTeC0ej8mZKzpTYtFs/KpjR+oR859TlEykbL7BgkKYEd4ZCiDkgm7HhwN6sg4AwkiljjUAWBF0TBpmSjcNSicOOqNO0QR1QGgFUgYp9wBMYjwaOITSAKiBUBaAJTTg0AwLCgFNGS0+8eppAQJiAACQjqcUoaogsyblAgAAqIYH2BAEwmIAAAAgP8JmqCyUX3m8atUqV79qCgAAQFWEPCHDrAsAHVBVQXMFicxMzBO3UF1od+YK6WkBAADkwjz2CC6DvmISE4J5AAg3xksBaC+0g+omxZjRjbZoZ38ALmFXNXu4bIgs4g/l5Zuc0mryyoPKtruhXFqrS8Z+bq8plrpi1z8G8JxusYhmyUVAdMvXMOZFqMEYKABdUXshjMzMzRLXAYDeWFAIQCsEn0AwNJpyBgBEnE7rpHIh7IXbmIQ/JBaLyae3z5ZZ7dUye2K1XL+5n74mAAAREvUH1MMiyvFbhE8dyBDkg9J+f3RYxrygNtoYAKNC+ZXHAAAAURHlwVMES6vdrQD4gjYJOpk7qUb+33lLRURkaGhIbr034AQBAADP5erFEssCAAAAwCHsUAggL5YLAACAIKg+n8OaSkQVWR8AAAAA4CcW/YaTG/eVh54BAPAGCwqBEPGzP8XXZQEAEG1uf52I6mN/RD4Rws22TfVyHCVGdfT4r/YL8iuh3EKfFOnIEQAAJ4hloROyq164XwgjM31y2lY9cdsAjGJBIQAAJkS548PEnPdCMKcPnRjkt+ICugWwJ8rtY5TRbHmrKOG8Tg7VPaKi+f/t3Xe8XHWdP/733JZ7U256v+khlSSUhBZIgECoIYSuSNNQRBEWFFdZYXctKK5t/SHSDOJXRNqyFAURAypVyrIKKAQiSyBAElBIb/P7I2bIze25M/dMeT4fjzweM5kzn3nfe2fe8znnvM45+SdP32DF/k4pLzNfA2ivPP0KYweZJgJJq6ksT7oEoMAVw0G/FC9booCCYiMBbMc8E8iCLxw2PukSIH+U+HyzNVOLEv8V5dyp+wyPsm3+EAeM7ZtcMR3MRtQCoQkkYu+RvaO2uiJzf0z/rtG5qqKZZxSGtDcU27Htj47gTMd0FD0tewr5d6njFK+LDx1X7/5H9hiaUCUdzzweoPgJFAIFzwYgoJQV8sY08sfEQbVJl1CQ5F7yk78Lha5P105x+TGTYnCPmth1aI+45AihbyCiqqIsvn3CLjGiT5cYN6BbXH7MpKRLajPf0QAAFJNxA7rF5w4ZG4O6V8f00b3jM7NGJ10SAGRN4R/GCgDknP0++cFZe8iVfHhv5UEJFIliCVr7TJS2E6cNjROnlc6ZDZrlw0AWZePdlOS86aAJ/eOgCf0Te32AQlckqwr8QylPE0v4R4e8kkql4lMHjI5PHSBICEDxcYZCKFBJ7yh1KmuA7Em6pwOQf5L6bmjNy/reIh9YJyUp6SJpgo39GKUczAAAAFqvNVePs34BUNgECqGI5GpiZr4HAB3Ddy4UNp9hgPxWHFFAgPwnQABb+CxA83xEIP/4XAJbCRQCAEApydM96Y2fJcfmCwpLnn68oIFiOcMaUFi0nmT4tUNDznRMR/HdR1O8NSgFeiDUZw5KoREohAJl/zpbeS+Qa6mUDRwANM48hG15PwDQVq25VBpAtjTXccxlKSS21RYW/aVp3suFSzAKssNXBPlMoBBokSkhuVJI7y0r/QAAzXPkeX4r2L9PwRYOtIYdkUBrZWPbnI4DAADQOgKFUKCS3qfiCHLIEx3QC5LuN6WgtRvFXZ4QoGU6Ze4Jf5APrJMmKE9/9XlaFttwoB6UjlxsvrBJBADyh3VygOInUAhFJGXLLOSMjZbkK6GO4lJIX+UFVCoUpELqBxQG7ymypsSnn8W87cVOQQAKSSl/a5Xyzw4AQMcQKAQAKBDFvPMS8p3PX+Hwl4Iio/8CtIsuCpAcB6kDAFs5iI9CI1AIAFDArIAUFxuaAQCAUuYs/CTF+jgRQtgA2eT4QIDCJlAIFJQpQ7pHTWV55n7fbp2id5eqBCvqePuP7Vvv/jkzRyZUSftZlygMVvqgyGTpM21fCxF2ugGQP3wlQeN8NoBiVQj9zXbV7Cnk3+W04b2iU8WHu+QH1FZHt04VCVaUPwr4z1ryvn3ilHr3z55RuPsq8823jq//uz3vwNEJVQKUOoFCoKB0qiiPf587MTpVlEXXThXx5bkTo6ystFY5Pjt7bAzuURMREWfPHBmj+3VLuCISVVpvf6CINXYmEi0OIDdcxh0AKGWu9kChK4QwJR+qrtyyX6uqoiy6daqIf5870ToZBe+g8f3j8EkDIiJicl33OH368AbLOBB5xxw2aUAcPKF/RETsOrRHnLLXsIQrIlucjZ1C4/AHYIck+YV3/NQhcfzUIYm9ftJ2Htw9HvnnA5MuA8giK9YAbC+p74bW7NLwvZX/7JuCxvlo5B/fKQBAKThx2tA4cdrQpMugwOXT1Lm6sjx+cPLuSZdRlDpXVcS1p05Nugw6iG145DNnKARa5HsMADpGIa08FlCplJh2b1xtx5vb5wKAQtHo2aFz/EXmjGBQOvJ93dbZYegogvMAABQqgUKgRdZ5AQAoGXky+c3nnbB58iuiHdKFtGezkGqlJORxewagHfJ5/k3jcvEnK5SZZym+Xa0W0BRvDQDIDYFCYIc4qpxssKIHwFaFOLcoxJqB0tBYdyq2HXB2+rM9bwkAAAAAyA6BQgBohSLb/9pmB4ztW+9+z86VCVVSnNqzQ9xlegDoaEI7AFA4ii1QDu1RUGdpBgAASJBAIRQomz6AjpKKVPTu2ik+d8jYKEtFdKkqj8uPmZx0WSVJgAOgZXpl7lkXoUM5FSEAAEBRsroHAPmrIukCAIDC8KkDRscZ04dHWSoV1ZXlSZcDRck2tPpsVISOJyxIoXCCIWifxj5Dpl7kg5R3Ik2wfghQfLKxXufrIX/57i5Q/m45Y1sWhUagEABotc5Vpg5Q8PJ0pdXluykG3sUAQL6xIxc+lPKBoEhY9wQKgfAUtMz8lHzmksdQoHy1ABFh6xFAgoQg83MHtb9K7qVtEc57/kIAFCpz7OJguggAAFDYBAoBoBXyMC9BCbI9vvj5G+cv3wN0NJf7I9vyMQAMHS0bcy2fJYDiJARZeEr5O7mEf3QoaeMGdEu6BEqBOVHOlPLchcIkUAhAYsybCoOzA0CR0XyzRuDLTrdS5VIcdCiNhlbqqHdKsbwltXKg0GSj/zrTdnHJxZ/T1yOQT86ZOSpze59RvWPnwd0TrAaAUlORdAHAjkl604eAEeQJW7mKgu3ZAGwvn+fbdsQCQOHwtQ0NOTiMjpLP63VA/vv8oWNjr5G9YuW6jTF7woCkywGgxAgUApAYm1MKg42s0HEK6dPmrDbQkI8F+UygBPTpbTXWE5yBFsiWfG8nQl4AxaOYO3oqlYr9x/ZLugwASpRLHgM7RMAIIHsa29A+fXSfhst1QC0A0BLBtPzX0pzhwHEFtEOiiURCvgcV6HjeEgC0h7kF5Def0eLk7wqUEttUKTQChQDQCuZ4dLS6np2TLgGale2VX2fJIVu8a9rH7680jOzbNT6219CkywAA6FDWMelouToxg23VAOSM6RLwDwKFUKB8lwMAQEN2rEDrdpZ/5ehJ8buLD4i9R/bugIoAGucMDUBHSms6AAAArSJQCAXKpg8AACheuTqTBWxrSK/O0btrVdJlQEFxcqsd53cHQDaV8vdKCf/oAAB0EIFCAADIE4V0+aUCKhUAAEqWeTtActJODQEAQIESKAQAABKX7zs6G90FkOc1s4P8XSkxdnFCaWrsqp++AouTK7wCAAAAbSVQCAA0z14lAEqJne6QXyRhAEqKtk9T8v0gNCC3fD/QFF8PAJAbAoUAAAXMxjRIkM8fAAAAAAAARUagEACgQDgaH5Lj4weQEBMgAAAAAIAOJVAIBWr3YT077LUG1FY3+L/BPWs67PULxdG7DKp3/5jdBidUSX44fNKARv9/WO/OmdsnTB1S77FB3Ru+12jenMkD693vUlWeUCW0x4wxfZMuISIiTtt7WL37B47rl1AlpWNwj/rfp8fvXpfz19y+b3RuZd/oVFF/1eHwSQObWHLHONtmYejTtVO9+8fslvv3bFsdt93nqF+3Tk0smX1HbTcfbIvt5/dn7jeiveXskNZ8FLd/H2zVnp+f7Dpp2pAG/7ftPHxbO/q90JyP7jm03v1DJvZv95gkZ48RverdP3NGMv2pJbMnNr4OSv6oLG+4KXrCoNoEKmGrgye0vj9v39tH9OmS7XIoYOMH1v8sn7r38GQKaaWx/bs1+L+aStvUCs3U4b1aXqgFPTpX1rvf3nWa8rL6B8McunNu5icHj6+/za7MMTiUMJsU88feI3vXu3/OzFEJVdJ+VWWl886q2m67/2E7Z3e7P1C4BAqhQI3o0yWO2fXDwNqXjpyQs9fq0qkizt3/w0nfWTNGRveaymaeUZouOGhMZod1/9pOccGsMQlXlKyLZo+NvtvtwO9cVR5fmzcpc3/eroNj4j92HtRUlsfXj53coTUWg4MnDIip/wggVJWXxbdP3CXZgtghuw7pEQf9Y0NgWSriioQ+C+fsPyoTcOvdpSo+f+i4ROooJV8/dlJmp8XEQbVx9K65D6M36Bsn7NKq533vpF2i6h87gacN7xkHjRcOKUXfPH5yJlw6ua57zJmSfxuY5u4yKCY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"mean\t=\t-0.000000000009145-0.000000000000346j\n", + "std\t=\t0.000000000240638\n", + "max err\t=\t0.000000009546101\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t2\n" + ] + }, + { + "data": { + "image/png": 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", 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"mean\t=\t-0.000000000009406+0.000000000000846j\n", + "std\t=\t0.000000000254996\n", + "max err\t=\t0.000000009372156\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t3\n" + ] + }, + { + "data": { + "image/png": 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", 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"mean\t=\t-0.000000000009404+0.000000000000558j\n", + "std\t=\t0.000000000250657\n", + "max err\t=\t0.000000009458924\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t4\n" + ] + }, + { + "data": { + "image/png": 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", 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"mean\t=\t-0.000000000009379-0.000000000000276j\n", + "std\t=\t0.000000000273233\n", + "max err\t=\t0.000000009517665\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t5\n" + ] + }, + { + "data": { + "image/png": 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"mean\t=\t-0.000000000008946-0.000000000001516j\n", + "std\t=\t0.000000000236279\n", + "max err\t=\t0.000000009458924\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t6\n" + ] + }, + { + "data": { + "image/png": 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", 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"mean\t=\t-0.000000000009227-0.000000000000483j\n", + "std\t=\t0.000000000267614\n", + "max err\t=\t0.000000009400582\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t7\n" + ] + }, + { + "data": { + "image/png": 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7+zUiYsSIERGx+yDn73//e5ttPffccxERMXDgwGbLtsvjQKGZNm1a6vbeuXFPToxoP5/tyYkRLfNZV9pJJBLNnrd3O+21sXc7civQUx544IF47LHHImL36gJ9+/btdpv6rgDNFWP/dPjw4Z2OJV07AJn2/e9/P1auXBkREaNHj45f/OIXMWDAgIy03do4RETm8mKm9hkAPaGQjv/lVyAfKSikZOw5mFq9enU0NTW1ut2f//zn1O2pU6dmPS6AbNuwYUMcffTR8fTTT0fE7stvnnXWWRn9G20tLb/3YNbeOXZfTU1N8dRTT0VE+vwrjwOFpLW82NGcuO/j++azrrQzcuTIFqse7GnntddeixdeeKHVNtatWxevv/562lgAsuW73/1u6nZ7lzvuDH1XgDcVY/+0vr4+dXK1O68JIJNuueWWOOuss2LXrl0xdOjQ+NWvftWiqLo72urjZiovZmqfAdBTCuX4f9KkSVFeXt5uLO21A5BJCgopGYceemhE7J5l8OCDD7a63d5LHi9YsCDrcQFk02uvvRbHHHNMamWXL37xi/Ge97wno39j/fr1sWHDhoiIGDZsWIvH9+TfiPTLyu/xwAMPpGZnpcu/8jhQSPbk3YjmuXHs2LGp+23lxIiIX//61xGxeyWBMWPGNHuso7n1hRdeiCeeeCIi2s6t7bUjtwI9bceOHXH99ddHxO4VAI477riMtKvvCtBcsfZP97Tzl7/8pc3CRHkY6Am/+tWv4tRTT42mpqbo379//OIXv4jx48dn9G+0Ng6xRybyYqb2GQA9oZCO/ysrK2PevHkREXHvvffG9u3b222nqqoq5syZ0+p2AN2loJCS8Za3vCV1+7rrrku7za5du1IrIPTp0ycOP/zwnggNICs2b94cxx9/fDz00EMREXHZZZfFxz72sYz/nWuuuSaSyWRERCxatKjF44sXL47GxsaIiPjOd76T2nZf3/72t1O3TzrppBaPy+NAoXjmmWfiF7/4RUREjB8/vtmlhRKJROqS83/+85/jvvvuS9vGfffdl5pteuKJJ7aYTTtp0qTUDNQf/vCHsXnz5rTttJdbly9fHmVluw8LW8ute7dTVlYWy5cvb3U7gEz52c9+FuvXr4+IiLe//e1RUVGRkXb1XQGaK9b+6d55eO+/ubfNmzfHD3/4w4jYvbLMpEmTWv17AF11zz33xIknnhjbtm2LxsbG+PnPfx7Tp0/P6N9oamqK//zP/0zdP+yww1psk4m8mKl9BkBPKLTj/z3tvP7663HTTTelbWfNmjXxy1/+MiIijjzyyKivr0+7HUBGJKGELFy4MBkRyYqKiuQ999zT4vErr7wyGRHJiEheccUVPR8gQIZs27YtuWTJklROu+SSSzrdxjPPPJN86KGH2tzm1ltvTVZWViYjIllTU5Ncs2ZN2u0+9alPpWK58sorWzx+zz33JCsqKpIRkVy0aFGrf08eB3LtlltuSe7YsaPVx1944YXk/vvvn8pFX/7yl1ts85e//CVZXl6ejIjknDlzkps3b272+ObNm5Nz5sxJ5bsnnngi7d/61re+lfo773nPe1o8vnr16mRDQ0MyIpITJkxoNe53vvOdqXZuuOGGFo//8Ic/TD2+YsWKVl87QCadcsopqdzz4IMPtru9vivAbs8880yn+27F2D/dvn17cty4ccmISDY0NCRXr17dYpuVK1em2rnuuuvStgOwR1fy68MPP5zs06dPMiKSdXV1yd/+9red/rv/+7//m3z11VdbfXz79u3JFStWpGJbtmxZq9tlIi9map8BsEdn82uxHv+//PLLycbGxmREJEePHp3csGFDs8ebmpqSy5YtS7WzatWqVuMByIREMtlKqTUUoYcffjgWLFgQW7Zsid69e8cnPvGJOPzww2PLli1x/fXXxzXXXBMRu2fUPvDAA6r6gYJ1yimnpGYwHXHEEfFv//Zvbc4EraysbDHj9M4774zDDz88DjnkkFi2bFnMmjUrBg0aFBERTz/9dPzoRz+KH/3oR6lZW1dddVWsXLkybftvvPFGzJkzJ3VZo/PPPz9OP/30qKmpiVWrVsXnP//52LhxY9TU1MQ999wTs2fPTtuOPA7k2pgxY2LHjh1xyimnxCGHHBJjxoyJmpqa2LBhQ9x5551x9dVXpy6lceihh8Yvf/nLqKqqatHOpZdeGl/84hcjImL//fePj33sYzF+/Ph46qmn4ktf+lI8/PDDqe0+//nPp41l586dsWjRorj77rsjYnfuP++886Jv375x//33x+c+97l46aWXoqysLG677bZWLxf63HPPxYEHHhjr16+PioqK+NCHPhQnnHBCRETcdttt8eUvfzmamppi4MCB8dBDD8WIESO69yYCtOPVV1+NoUOHxrZt22LGjBnxxz/+sd3n6LsCpeq3v/1trF69OnV/w4YN8ZGPfCQidl9K7dxzz222/dlnn522nWLsn95+++2xbNmy2LVrVwwePDg++clPxrx58+LVV1+Na6+9Nm688caI2N1vv/POO6O8vDxtO0Bp6m5+feqpp2L+/Pnx0ksvRUTEV7/61TjqqKPa/JuDBg1K9WH3bvfGG2+M5cuXx+LFi2Py5MnR0NAQGzdujAcffDCuueaa1OWOBw0aFPfdd1+MHTs2bfuZyouZ2GcApau7+bWYj/+vvvrquPDCCyNi95VvLrvsspg5c2asXbs2/u3f/i1WrVoVERFnnHFGfO9730vbBkDG5LScEXLglltuSc2ETfdv0qRJySeffDLXYQJ0S2s5rrV/o0ePbtHGqlWrOvTc2tra5NVXX91uTE8++WRy4sSJrbbT0NCQvPXWW9ttRx4Hcmn06NEdyo2nnHJKmysI7Ny5M/mud72rzTbe/e53J3fu3NlmPOvXr0/OnTu31TaqqqqS1157bbuv67777ksOGTKk1XaGDBmSvO+++zr7dgF0yde//vU2VwhIR98VKFV7r0rVkX+tKdb+6TXXXJNanSbdv3nz5iXXr1/fbjtA6elufr3uuus69fyI9KtWdTSOmTNnJh999NF2X1cm8mKm9hlAaepufi324//LL788mUgkWm1n6dKlyS1btrTbDkB3WaGQkvTss8/G1772tfjpT38aa9asicrKypgwYUK87W1vi/e+971RW1ub6xABuqWt1QjTGT16dPz1r39t9n9vvPFG3HLLLXHvvffGAw88EOvWrYsNGzZEU1NT9O3bN6ZPnx5HHnlknHvuuS1mzrZm06ZNcdVVV8UNN9wQq1evju3bt8fIkSNj6dKlcckll8To0aM71I48DuTKXXfdFXfddVfce++98fTTT8eGDRvi9ddfj969e8fIkSNj/vz5sWLFijjkkEM61N7tt98e11xzTfz+97+PDRs2xIABA2Lu3LlxwQUXtLpiy76ampri2muvje9973vx+OOPx6ZNm2LYsGFx5JFHxiWXXBLTp0/vUDsbNmyIr33ta3HzzTen9gljx46NE088Md7//vdH//79O9QOQHctWLAg7rnnnigvL4+//e1vMWzYsHafo+8KlKqzzz47vvOd73R4+/ZOBxRj//RPf/pT/Pu//3v86le/irVr10ZdXV1MnTo13vGOd8S5554bFRUVHWoHKC3dza/f/va345xzzunU37ziiivi05/+dLP/e/zxx+PnP/953HvvvfHYY4/F+vXr45VXXomqqqoYPHhwzJkzJ9761rfGSSed1OGVVjOVFzOxzwBKT3fzaykc/99zzz1x1VVXxW9+85t48cUXo0+fPjFr1qw455xz4owzzuhQGwDdpaAQAAAAAAAAAAAAiLJcBwAAAAAAAAAAAADknoJCAAAAAAAAAAAAQEEhAAAAAAAAAAAAoKAQAAAAAAAAAAAACAWFAAAAAAAAAAAAQCgoBAAAAAAAAAAAAEJBIQAAAAAAAAAAABAKCgEAAAAAAAAAAIBQUAgAAAAAAAAAAACEgkIAAAAAAAAAAAAgFBQCAAAAAAAAAAAAoaAQAAAAAAAAAAAACAWFAAAAAAAAAAAAQCgoBAAAAAAAAAAAAEJBIQAAAAAAAAAAABAKCgEAAAAAAAAAAIBQUAgAAAAAAAAAAACEgkIAAAAAAAAAAAAgFBQCAAAAAAAAAAAAoaAQAAAAAAAAAAAACAWFAAAAAAAAAAAAQCgoBAAAAAAAAAAAAEJBIQAAAAAAAAAAABAKCgEAAAAAAAAAAIBQUAgAAAAAAAAAAABExP8PcAuXzKfv0w4AAAAASUVORK5CYII=", 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"mean\t=\t-0.000000000010399-0.000000000000685j\n", + "std\t=\t0.000000000241654\n", + "max err\t=\t0.000000009605366\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t8\n" + ] + }, + { + "data": { + "image/png": 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", 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+ "std\t=\t0.000000000235535\n", + "max err\t=\t0.000000009459148\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t9\n" + ] + }, + { + "data": { + "image/png": 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"mean\t=\t-0.000000000009225-0.000000000000943j\n", + "std\t=\t0.000000000240659\n", + "max err\t=\t0.000000009518554\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t10\n" + ] + }, + { + "data": { + "image/png": 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+ "std\t=\t0.000000000245064\n", + "max err\t=\t0.000000009488027\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t11\n" + ] + }, + { + "data": { + "image/png": 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d5fztb3+L5557rtMy1q5dGy+//HLWugDky9VXX5253d3ljntD2xXgDeXYPm1paclMrvbnPQHk0o033hinnHJKbN++PUaNGhW//OUvOyRV90dXbdxcxcVcHTMACqVU+v/Tpk2L6urqbuvSXTkAuSShkIpx4IEHRsSOswzuv//+TrfbdcnjRYsW5b1eAPn0t7/9LQ4//PDMyi5f+MIX4j3veU9OX2PdunWxfv36iIgYPXp0h8d3xt+I7MvK73Tfffdlzs7KFn/FcaCU7Iy7Ee1j4x577JG531VMjIj41a9+FRE7VhKYOHFiu8d6Glufe+65ePTRRyOi69jaXTliK1Bor7/+elxzzTURsWMFgCOOOCIn5Wq7ArRXru3TneX86U9/6jIxURwGCuGXv/xlHH/88bF169YYMmRI/PznP4/Jkyfn9DU6G4fYKRdxMVfHDIBCKKX+f11dXey3334REXH33XfHli1bui2nvr4+5s2b1+l2AP0loZCK8da3vjVz+6qrrsq6zfbt2zMrIAwcODAOPvjgQlQNIC82btwYy5cvjwceeCAiIi644IL46Ec/mvPXufzyyyOdTkdExJIlSzo8vnTp0mhra4uIiO9+97uZbXf3ne98J3P7mGOO6fC4OA6UiieffDJ+/vOfR0TE5MmT211aKJVKZS45/8c//jHuueeerGXcc889mbNNjz766A5n006bNi1zBuoPf/jD2LhxY9ZyuoutK1eujKqqHd3CzmLrruVUVVXFypUrO90OIFd+8pOfxLp16yIi4h3veEfU1NTkpFxtV4D2yrV9umsc3vU1d7Vx48b44Q9/GBE7VpaZNm1ap68H0Fd33XVXHH300bF58+Zoa2uLn/70pzFr1qycvsbWrVvj29/+dub+QQcd1GGbXMTFXB0zAAqh1Pr/O8t5+eWX4/rrr89azjPPPBO/+MUvIiJi2bJl0dLSknU7gJxIQwVZvHhxOiLSNTU16bvuuqvD45dcckk6ItIRkb7ooosKX0GAHNm8eXP6sMMOy8S097///b0u48knn0w/8MADXW5z0003pevq6tIRkW5sbEw/88wzWbf71Kc+lanLJZdc0uHxu+66K11TU5OOiPSSJUs6fT1xHEjajTfemH799dc7ffy5555L77PPPplY9OUvf7nDNn/605/S1dXV6YhIz5s3L71x48Z2j2/cuDE9b968TLx79NFHs77WlVdemXmd97znPR0eX716dbq1tTUdEekpU6Z0Wu93vetdmXKuvfbaDo//8Ic/zDx+6qmndvreAXLpuOOOy8Se+++/v9vttV0BdnjyySd73XYrx/bpli1b0pMmTUpHRLq1tTW9evXqDtucd955mXKuuuqqrOUA7NSX+Prggw+mBw4cmI6I9IABA9K//vWve/26//Vf/5V+6aWXOn18y5Yt6VNPPTVTtxUrVnS6XS7iYq6OGQA79Ta+lmv//8UXX0y3tbWlIyI9YcKE9Pr169s9vnXr1vSKFSsy5axatarT+gDkQiqd7iTVGsrQgw8+GIsWLYpNmzZFc3NzfOITn4iDDz44Nm3aFNdcc01cfvnlEbHjjNr77rtPVj9Qso477rjMGUxvfvOb46tf/WqXZ4LW1dV1OOP09ttvj4MPPjgWLlwYK1asiDlz5sTw4cMjIuKJJ56IH/3oR/GjH/0oc9bWpZdeGuedd17W8l955ZWYN29e5rJGZ511Vpx44onR2NgYq1atis9//vPx6quvRmNjY9x1110xd+7crOWI40DSJk6cGK+//nocd9xxsXDhwpg4cWI0NjbG+vXr4/bbb4/LLrsscymNAw88MH7xi19EfX19h3I+/vGPxxe+8IWIiNhnn33iox/9aEyePDkef/zx+OIXvxgPPvhgZrvPf/7zWeuybdu2WLJkSdx5550RsSP2n3nmmTFo0KC4995747Of/Wy88MILUVVVFTfffHOnlwt9+umnY999941169ZFTU1NfOhDH4qjjjoqIiJuvvnm+PKXvxxbt26NYcOGxQMPPBBjx47t34cI0I2XXnopRo0aFZs3b4699tor/vd//7fb52i7ApXq17/+daxevTpzf/369fHhD384InZcSu2MM85ot/1pp52WtZxybJ/eeuutsWLFiti+fXuMGDEiPvnJT8Z+++0XL730UlxxxRVx3XXXRcSOdvvtt98e1dXVWcsBKlN/4+vjjz8eBxxwQLzwwgsREfGVr3wlDjnkkC5fc/jw4Zk27K7lXnfddbFy5cpYunRpTJ8+PVpbW+PVV1+N+++/Py6//PLM5Y6HDx8e99xzT+yxxx5Zy89VXMzFMQOoXP2Nr+Xc/7/sssvinHPOiYgdV7654IILYvbs2bFmzZr46le/GqtWrYqIiJNOOim+973vZS0DIGcSTWeEBNx4442ZM2Gz/U2bNi392GOPJV1NgH7pLMZ19jdhwoQOZaxatapHz21qakpfdtll3dbpscceS0+dOrXTclpbW9M33XRTt+WI40CSJkyY0KPYeNxxx3W5gsC2bdvS//AP/9BlGe9+97vT27Zt67I+69atS8+fP7/TMurr69NXXHFFt+/rnnvuSY8cObLTckaOHJm+5557evtxAfTJN77xjS5XCMhG2xWoVLuuStWTv86Ua/v08ssvz6xOk+1vv/32S69bt67bcoDK09/4etVVV/Xq+RHZV63qaT1mz56dfuihh7p9X7mIi7k6ZgCVqb/xtdz7/xdeeGE6lUp1Ws6RRx6Z3rRpU7flAPSXFQqpSE899VR87Wtfi1tuuSWeeeaZqKuriylTpsTb3/72eO973xtNTU1JVxGgX7pajTCbCRMmxJ///Od2/3vllVfixhtvjLvvvjvuu+++WLt2baxfvz62bt0agwYNilmzZsWyZcvijDPO6HDmbGc2bNgQl156aVx77bWxevXq2LJlS4wbNy6OPPLIeP/73x8TJkzoUTniOJCUO+64I+644464++6744knnoj169fHyy+/HM3NzTFu3Lg44IAD4tRTT42FCxf2qLxbb701Lr/88vjtb38b69evj6FDh8b8+fPj7LPP7nTFlt1t3bo1rrjiivje974XjzzySGzYsCFGjx4dy5Yti/e///0xa9asHpWzfv36+NrXvhY33HBD5piwxx57xNFHHx0f+MAHYsiQIT0qB6C/Fi1aFHfddVdUV1fH//3f/8Xo0aO7fY62K1CpTjvttPjud7/b4+27mw4ox/bpH/7wh/j6178ev/zlL2PNmjUxYMCAmDlzZrzzne+MM844I2pqanpUDlBZ+htfv/Od78Tpp5/eq9e86KKL4tOf/nS7/z3yyCPx05/+NO6+++54+OGHY926dfGXv/wl6uvrY8SIETFv3rx429veFsccc0yPV1rNVVzMxTEDqDz9ja+V0P+/66674tJLL43//u//jueffz4GDhwYc+bMidNPPz1OOumkHpUB0F8SCgEAAAAAAAAAAICoSroCAAAAAAAAAAAAQPIkFAIAAAAAAAAAAAASCgEAAAAAAAAAAAAJhQAAAAAAAAAAAEBIKAQAAAAAAAAAAABCQiEAAAAAAAAAAAAQEgoBAAAAAAAAAACAkFAIAAAAAAAAAAAAhIRCAAAAAAAAAAAAICQUAgAAAAAAAAAAACGhEAAAAAAAAAAAAAgJhQAAAAAAAAAAAEBIKAQAAAAAAAAAAABCQiEAAAAAAAAAAAAQEgoBAAAAAAAAAACAkFAIAAAAAAAAAAAAhIRCAAAAAAAAAAAAICQUAgAAAAAAAAAAACGhEAAAAAAAAAAAAAgJhQAAAAAAAAAAAEBIKAQAAAAAAAAAAABCQiEAAAAAAAAAAAAQEgoBAAAAAAAAAACAkFAIAAAAAAAAAAAAhIRCAAAAAAAAAAAAICL+f9vYPH4Ja/x/AAAAAElFTkSuQmCC", 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"mean\t=\t-0.000000000009518-0.000000000000760j\n", + "std\t=\t0.000000000255340\n", + "max err\t=\t0.000000009430045\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t12\n" + ] + }, + { + "data": { + "image/png": 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"mean\t=\t-0.000000000009576-0.000000000001120j\n", + "std\t=\t0.000000000239745\n", + "max err\t=\t0.000000009429686\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t13\n" + ] + }, + { + "data": { + "image/png": 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+ "std\t=\t0.000000000236471\n", + "max err\t=\t0.000000009487893\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t14\n" + ] + }, + { + "data": { + "image/png": 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"mean\t=\t-0.000000000010044-0.000000000001338j\n", + "std\t=\t0.000000000234461\n", + "max err\t=\t0.000000009634467\n", + "min err\t=\t0.000000000000000\n", + "==============================\n", + "level\t:\t15\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " -202331.6416323669 | -202331.6416323670 | -0.0000000001\n", + " -495056.5097603008 | -495056.5097603006 | 0.0000000002\n", + " 344978.7765758324 | 344978.7765758324 | 0.0000000000\n", + " -302248.3318157291 | -302248.3318157290 | 0.0000000001\n", + " -287640.5841317273 | -287640.5841317271 | 0.0000000002\n", + " 260198.3072470983 | 260198.3072470980 | -0.0000000003\n", + " 264257.4147834021 | 264257.4147834019 | -0.0000000002\n", + " 32691.3301915436 | 32691.3301915435 | -0.0000000001\n", + " -108364.3291478422 | -108364.3291478422 | -0.0000000000\n", + " -396483.6720636303 | -396483.6720636302 | 0.0000000001\n", + "============================================================\n", + "mean\t=\t0.000000000000224-0.000000000000627j\n", + "std\t=\t0.000000000234375\n", + "max err\t=\t0.000000009342511\n", + "min err\t=\t0.000000000000000\n", + "==============================\n" + ] + } + ], + "source": [ + "test_message = engine.example()\n", + "\n", + "for level in range(engine.num_levels):\n", + " \n", + " ct = engine.encorypt(test_message, pk=public_key, level=level)\n", + "\n", + " test_message_dec = engine.decrode(ct, sk=secret_key)\n", + "\n", + " print(f\"level\\t:\\t{level}\")\n", + " liberate.utils.helpers.check_errors(test_message=test_message, test_message_dec=test_message_dec, idx=10)\n", + " print(\"=\"*30)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d158f1bf", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:05.166144Z", + "iopub.status.busy": "2023-11-14T04:22:05.165967Z", + "iopub.status.idle": "2023-11-14T04:22:05.960893Z", + "shell.execute_reply": "2023-11-14T04:22:05.959949Z", + "shell.execute_reply.started": "2023-11-14T04:22:05.166127Z" + } + }, + "outputs": [ + { + "data": { + "image/png": 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2blPee/VDWdu4OZR81YeOzV8dt+P1Lf1j+tLN51Ibm9syqC755cff2uW51Cdmr8x5P36p7asflFv+6e15437lbfsu+NnjGTdzZZLkkekrcuXfHNOt9xV7NXb7xIX5lxueSdL3bf5bn1mQz/x6QpK0H4vqrplrk89f+1RF/UbQE1eOnZof3Dc9yStZCOipmuqh8Hvf+16eeOKJHHnkkfn4xz9e7nKoArfOGZTmwuYtnda2Qi757bNlrqhyffsPk7PppauEu/tdNbe2dQgTvuyS35X/e345TJgkM5dtyJ8n960Hif46sfZymDBJJi9a2x7cYOAY4McYa9Y9W/VQ9HfXji/JdBataWgPEybJH55b3O3eoSiOh6cvbw8TJsn/PjRrO0MXxzPzVreHCZN0CH69HCZMkqfnrs6z81enN2YsW99hnXTz0wv65WryYlmwuqE9TJgkv392Ubev2qv2dvmXj81pDxMmyVdvm9TzcQgT0oUtt7e3tOUB3LkrN+bO5zrvL2zpi799tv3K+Mbmtnz7D5OLV2QvrdrQ1B4mTJK7J3f/YsZfjZ/THiZMXgmfUVmWrduU67dYR77sqTmrthsm3NJ3/jCl2GVBJz2ZJ2vByyG3JFnX2JIfbmNdQ9/09Ht++VjV7RMXduj55T//9OIOp7Vi/ab2MGGSjH1hyXZ7ia1Vtzwzv8N3d/ld1iE7Uqr9sC/97pVtz00tbfnWnS90+H9Xh4B7clj45TBhsrnXo5eDGwPZv978fFpe+s6bWtsy2vZxSZQjTLj1dOevasjtExZ2OVxbW6E9TJgkj89emRcWlrZHsJfDhEkydcn6PFCku2v1ZR/2P+56MQ0vHU9rKySfv2lCp2GuuX9Ge5gwSXtYisrwnT9MSWPz5nOpbYXkC7+Z2OVwl9783CttX0tbvnHHC10O11+mLVnXYZ30u6fnd7vn6GKfH305TJj0fZt/y+Vjy+WmO349c3BF/UbQUy+HCZPNWYix7qZBL9RMoHDu3Ln56le/miT50Y9+lKFDh5a5IqrB5NUdF4HedHc8UGx5kj3p3nfV0lo93VeU4nYK/REwqKTbvtE/ar1XGEpr6drOJ2YGalfndf12Q+uOXlzc/+32zGUbuj3srOXdH3ZL81d13i5oqqLbBi9e09jptfU9PMhUrcbNdHEC5fXcDoIwW+93bL1fUg6rG3q/7hzvpHHVeHxW599qxrL1ZagEtm2gz5MPFunEP9vX3e95y4uYumtVF7e/7Oq1WvfM3NXlLoGXzF3Z8daKD00r7e1Epw/wdjxJXtzq+PaT27nNK9VvWxeydnXIe+vlcWvFPrY3pUjH7PqyD3vXpI63pd7yAtCXPTDV3fkq2b1bdRywqItjjkkyfWnH9n98F/uf/WleF7cWbmmrjGO75drmX9zQsY0p928EffVCCbIQ1L6aCRR+6lOfyvr163P++efntNN01wkvkz0CAAAAAACgOwpVcGapGmoEAKhmNREovOmmm/L73/8+r3nNa3LFFVeUuxwABoBqv8UlvEyvlwDlU67eUim9ghUsQMlVe0srCEF/s+0J/c0yBwwcdU6aVTy/EdBTVR8oXL16dS6++OIkyeWXX56RI0eWuSKgN2zCANWimk/52F8EAIDaJ9MM1DrtHNWh8mfUSjlW6IIsKtFAD+JbLAGoL3cBfXXJJZdk8eLFOfnkk/Pxj3+8aOOdP3/+dv+/aNGi9scNDQ1paGgo2rTpH42NjV2+3t+/Zamn19za1um1pqamokx3R+NoaG7t9ntbWzsP25+/RUtzS5+mt6mlc/2bivQ9b09zc/OAb3/68vm7OlDR3fH15b19Ue5lpTu2bF+31dZWi02bNnV6rbGxMQ1DSr83XYrftcvPs6kxDQ0D7+BIS0vP2s/mPq4nXhlPc6fX+jLe7ry3uamp2+9r7uW6q6mreauhMUMKLT0eVzlsc1nvxlfR0o/r4lK0r21tpV+v9GV8La2tRaunqbn7y0J/aWntvIyUu6be2FYPS935LC0tPW9fy/0ddWf5K7S1dVlnaz8scz3VVui61sYu9ue23pfs6rvYtGlTtz9TOT97S8v211GtbZ3bn6amzuvx7Sn3b7s9parNPuq2FXs7MNn2PNnWxfxbDMUaZ7Hmk7ZttLXVopz79z1Z/7YVCjs+BtjQ0GW7uqPt18bGrrfDt1boRg3Voqv1ZFffXSk+747WfdX0Hfd0n74vtpxOsY+1F+s4fa2ple+ktbV066liHR9oa21NUxfHjRobGtNWX/w+aVpaut5GaWnrvGw1N+9g+SgUd17palutaUc1dFMxj/2V47zE9GUb8tXbJ3d6vbUX+/OVqqvzmf11LrWnw5VCV+1AQ2NDBrV1J0qyeTutpUTbtt3ZFu2trrYnttemVvv83lYF5xcpnZYu1nOJeaBWlOp3rOpA4UMPPZSf/OQnqa+vz49+9KOidtN64IEHdnvYBx98UM+IVavzIjB27Ngaml6y+RhHx+k+O/HZDF7Q0zBMz2tvau36fV29d8GCQdm609T+/C2mz5iRsU3Tej225i6+54kTJibzih066jiNKVOmZOyazjtytau4y1Bz8+Bs3T9md8e3qan37+2LRYv6e1npmwcffLDcJfTJzLXJ1vPdAw88kF2HFntK/bN+mLu+87QeeuihjBxe9ElVoI6fe9as2Rk7dma3h58+fVrGNk7tcxVTF9UlGdzhte7/1r2bT55fur1pbrWN8NxzGbLo2W7W84rJqztP4957782IKtnbmLUu2fq7ePDBB7P7sK6G7jjc1GnTMnZj3+eNnipW+7p8eU/XKz3/UXvWnnUc/6KFCzN27PYv9uqu55f1Zfkrjf7fBi6NtrbO20XJtj5Lx9949pw5GTt21nbG3v/7UDuyrCHZ0bKwfPnyLutctqwSfvOOtTc2NHZZQ1f7cxOfnZhBW+xLrtrUeZjHHx+fZV3uolTWbzlzbuffYktLlyztVN+kJZ3bke0p97z6ilJ+9x3HPW3a1Izd+GKRxl1bZswr/vK/rXlyW21QzxRzvtmq7Z+9o7a/e+PZsHFjBS1nPbdwYX+uEzp+d3O2u/7tOOzGDRu2uf/wsrFjx2ZeF/P4ltusXW2/Lt7YeZyPPvpop9caN3W9rqpM299GGDfusczfqeNr/bVNOGcH677K/o47fq8zZszM2KbpJZ9O0vF76epY+wsvvJCxKyb1avyTJ0/O2FUv9LDGWlNZ24h90/GzLFvWeXuyFLp3fKDrtmnp0qV59tkl2Xp74u67705x8oQdpzt33tyMHTu701Cthc7DTpgwIW1ztzy/0vH/rW2tffx+O2/Hbv09TJo0Kbsse75P402Ke+xvw4b+Py/x3y8MytQ1nWeI+fPnZ+zYuSWddn/pzv5v93T396+stm/Sqi6O7d5zb4Z1ufu71bLYunlZXF604x3b2xbt27i2tuNzBB1V7/pps54fB6a6bbX9PHNmutoXMA/UhuXLl5dkvFV7y+OmpqZ88pOfTKFQyGc/+9kcffTR5S4J2EpPNrP1nA1QegOvH0LovYGyvLh9CdCTZmCgtI1QGla6AADVxDGTzboKEwIAta9K+gzp7Dvf+U6mTJmSgw46KF/72teKPv558+Zt9/+LFi3KiSeemCQ59dRTc8ABBxS9BkqrsbExeezRTq+PGjWqdBN97N7+nV5eug3D+Ps7vPbmY96cUW/cu2cj6kXtG5tak8cf6PJ/W7/3/oYXkmWLezT+Ptnq87zudYdm1DsP7fXoNrW0JuM7ftZjjjkmo47aq9fj7NJWdR9x5JEZ9dbu96ha9Yq8DF024cFkq9u9dHd833j2oazfqnvoUi/PSTJ23aRkxZJ+n25PNDY2tl8Ze+qpp2b48Ort/u7puauTSU93eO20007LXrt02W1Z7/XT+mHSwrXJc092eO2UU07JQa95VdGnVXG2+o5f+9pDMurM13d7+MMOOyyj3nFIn8tYNG5eMrtjj7jd/q17OZ9snLgomdGxq6j29201zje/6U0Z9aZ9ulfPFkZMX5FMntjhtdNPPz27DK+O3Y1n5q1Jnn+qw2unnnZq9nl1F+3XVt/Z4YcdllGnHFLC6l5Rivb1N0snJGtWdnhtu/NVF/PhjvSoPdtq/Pvut19GjTqqx9PsysaJi5Lp21gWyuTB2ycnSxd1eK3cNfXGoMfvS2tr5zMtXX6WrX7jQw4+OKNGHbbtkZdhH2pH5qzcmEwYt91hRo4cmVGjju30+i0rJiarVnR4rd8/z1bf6YjhwzNq1MmdBmto7rw/t/U+zqI1jcnTHferTzzxrTnuwF13ON2kvL/lC/fMyN0L5mzz/3vttVdGjXpzh9fWPr0wmTml29Mo97zarpTffadtpsMz6pSDizPuGjPt/lnJ/I49wvX1d9jWPDly5J4ZNeqYPo27qPPN1m3/ITto+7s5nle96lUZNeptvaupAty7sR+PhW313R28vfXv1t/zTjtl1KiTuvzfy0aNGpVxd76YLFnQ4fVTTz11u9uv05dtSCaO7/DaySef3Om14cO6XldVpB1sL5900tty1L67dHjtoX7aJnzqrmnJom2f96iY9VZXtvpeX/+612XUO19b8ukkHb+Xro61H3XUURl1/P69Gv8b3vCGjDphgJ9bqrBtxD7Z6rPsuWfn7cli6fHxgW20TXvttVeOedPeybSOvWyeceYZGVbf/Z65uzvdgw48KKNGHd5psJa2tmTc/R1eO/bYY3PmkXtuc1yDBw3OqFFnFK22ww47PJk7o8Nrb3zjGzPqLfv1abxJcY/9XTV1XNKwsXfj761tzD8HHHBARo06srTT7iddnc9885tLeC61wtq+YdOWJ1M63rXm9DNOz05Duzi2u/WyOHjzsvi75ROT1UU43rG9bdE+jmtrh772tRl15us6vLZl+7q1ql0/vaTHx4GpblvN/4ceemgyf3anwcwDtWH+/OLc5Wlr1XGGbytTpkzJv/3bvyVJvv/972ennXbawTt6ricBwREjRmTEiBFFr4Hy6O/fstTTq998H4YOhg4dWpTp7mgchcEt2/zf1u8dPLhzc9Sfv0V9/ZA+Ta+uubXTa8X6nrdnyJC+1V0L+vS71XXuY6W74+vLe/ti8ODOB3IqeR4YPnx4Rde3I8OGNXR6bcTw4RkxovQhyVJ8b8OGNXXxWnX/Rr01uL6+R5+7WO3tkCFDOr3Wl/F2571Dh3S+R/e23jekl+uuoUO7msbwjBje+fNWoq6W9e62X/VlWhcXq30d1A/rlb6Mr37w4KLV05Nlob/Ul3kbuFjqUpeuet7q1jLUw/a4u+MtpeHDOu9jbW3QNubdwYMqb1uurq6u6xoGd97HGTKk43pi+KbObxs2bFi3P1M5P3v9kO0fEuvqNxw6tGfrtXL/tttTqtrso25bV/NcX7+rrrYtk2Tw4EEl+R2KNc7etP1dGbSt9qtKlHP/vie/waBBO/6eR4wYkcFdBE+2DLh0tf06fFjnY4fDh3W+gG+b66oq1NV6sr6+f7YJu5pOqadZKvVDitOOdMeW0yn2sfah1ptdqpXvpFTr46315fjAoMGDuzymM3z4iAwfUoRA4Vbq67veT2rpxbJVSHHnla62q4YOLc4yWsxjf3WDynNeois9Pb5aybo6n9lf51J7OlwpDBvaeftr+PARGTGsO1GSzdtpgwd17smy0rf5e7o9Ue3ze38cB6ZyDdnGvoB5oDaUrJ0syVhL7Lvf/W6amppy6KGHZuPGjbnxxhs7DfP888+3P7733nuzePHmqz3f9773lSSACABQ6brIwQIAAEDFGIh3l3RLzermUAt0n+au77Q5lEQRZqyuOuEoCjM9QNlUZaBw06bNl8DPnDkz55133g6H/+Y3v9n+eNasWQKFDHgOUm3b5EVrs2BVQ05+/ciMGFr8K/D6S2tbIQ9PX56dhw3O8Qe/ptzlUEQW3/LzG8DAYHuJ/lCwVqlKAvq1QTsPUH7WqVSbYm8/2ByhEtguhsrywsK1WbSmIW/Y99V5YeHaHL73Ljloj1d1+/0vnx/caejg/MUhpT8/WM3bcwOt/StUwQcuFAp5fNbKNLW25eTXjcygLnplBfpPVQYKAUrhtgkL8tlfT0hbITl8753z+0+/I0PrO3fRXQ3+7y+fzN2TlyZJPnvm4bn4zMPKXBFQqSp/F7I06lzaCANONR/grGW1uh6qhoO0LytZLwI1yPYDFEexmsjqaWkHBm0kADtiTVFrbI0V263PLMjnbtp8nvJlI4YMznUXndjtzkP+4bqn8ucXliRJLj7jsHz2rMN3/KZK/ikruTaK7t//OCX/8+DMJMlfHbtfrvrb48pcEQxsVZmUGTNmTAqFwnb/vva1r7UPf99997W/fsghh5SvcKCiXXzjKxvpU5esz20TFpS3oG7oagf8xcXr2sOESfLdu6f2X0FVporO87Zz0KV/Ob8OA5flvzJU4aqaAaAatyFLRVsJ0AfWJ7zE+hRqk/2G7quEr6qrtthvSH/7zK87hgmTpKG5NV++5fluvX/qknXtYcIkufqeacUsr0uWE4qlqaWtPUyYJLdOWJiFqxvKWBFQlYFCoG/66yBVtW9E3rNFKK+aPLdgTblLAKqI8xbdU009TQFUE+uh8uvLOq6aV4872i+u5s8GlT7/Ck9VmRLOT5U+rwJQPv29uWCdRCWbsnhdt4Z7vrfnB22fUwEamlo7vTZr+YYyVAK8TKAQapydoNrm5wX6SjtCMZiPqpewLLAtBa07UOFsxtQm57MZSMzvVAJBfwAAuiJQCJDSBCHsiFe+vv1GfmCA7amzIgRqVHeat1ptA2v0Y3VpIH1Wqpf5lH5RAfOZeZ1K1pfjynLRtU3bVVqWn0pgJucV1XjRsnYaYPsECgEAeqAK94upII5RAED10msjAAAUn+Ot3eerYnsE5AAoppoNFI4ePTqFQiGFQiHvfOc7y10OQL+pxquAoFINhMVJm0GpVNO8VUWlQs2x+AH0nm2YKldjJ3yFrgEAakdPj+3W6p0aAAaymg0UAgDQkX16SqUWZ626mvxU1cevAJVFeAl6z/LzCt8F22P2AOg/9rmrj9+s/wykY4MD55MC0BMChQDQK+U5xO3Aev/qKoBXa6E881T3uMKSbRlIBxerncUY6AmBJwD6S3+tc2wPA13pz+1em9hAj9l+GTD0eA6VR6AQBqD+2kGs9tW+g2xArRF8gu5zAKP2VGI4SLtcnceFu/O7VdVt3/vwXvtMQDnZXhs4qmi1ygDUl80h83Zt8/t2n3U6FIfjTNQaczSUl0AhwDZU6w5/lZZdFn37jW3GAj0neFGZ+vK7OOgNDGTVus8E5dCf24EDZZtz3sqGcpfAFop1AnuAzL4AFaOr7YZSbef3pI13txAoL7v7AAgUAgAMYIIA/asc33d/HH81G1Eq5i2gkujtgWphG79K+J2g18q1TnZBGbXGHE3f1M4cNNC3nwV4ofYN8GaOXhIohAq2dG1jXly8Lm1t/dPEL17TmGlL1lXV7bmK5cXFa7f7/3krN2b28g39VA30zIr1m/p1WlMWr01La1u/TbPSVHMTWanHBcxXtamaDkRV83JNZZm7omfbjNV6QnL1xqZMWbw2TS19b7er8xsYGLSN9EYVrf6BbrJYAzBQ2SUa2Lp7zGb60vVZsLoyes7u7f5YX84LNzS39vq90B8amlozZfHarG1sLsr4mlraMmXx2qza0NSn8WxsasmUxWuzrgd1rWtszpTFa7OxqSXzV23MjGXr+1QD7Eh9uQsAunbP5CX55+ufSUNza951xJ756QUnlPTE/G0TFuSLv3k2Ta1tef8x++V75x1XsmlVoj9NWrLN//34wRn5tz9OSaGQfOpdr8sX331kP1YGO/bOK+7PteefkBNf+5qSTufxWSvz8Z8/kXWNLTn+4N1z/SfemmH1g0s6TWrf1vPVry56a4YPMV9Rfnqhqgx3v7DtbbRK88P7p+c/7noxSfIvp78+nxt1RJkrKo3n5q/J+T97PCs3NOXo/V+dGz5xUrlLoh/VUlhMO18agqgAPVdL61eAalUtbbHN7cpy6c3P5YbH56Z+UF2+/cGjy11OUfVkkShpoNJMTx8sW7cpf/vjxzJj2Ybsu+vwXHfRW/O6PXfu9fg2bGrJef87Ls/OX5PdXzUkYy48McccuFuPx7NkbWPO+/G4zFy+IfvvNiK/uuitOWTkTtt9z5wVG/Lh/x3faXm74O2HZPT739jjGqA79FAIFeqS3z7bflXHfS8uy8PTl5d0ehffOCFNL/UMdfvEhXl+wZqSTm9rlXrSoamlLd/5w5T2+v77vhlZvbFvVxyUWpXs99JLXf2+6xpbctltz5d82pfd9nzWNbYkSZ6asyp3TFxU8mlS+7aer37/rPkKeMW6TS3lLqFbGptb28OESfK9e6cX7arXSvOtO1/IypeuwH1+wdr85sn5Za4IgGpToYeAoOZV6vHX3qjWnr63NhDvFARdsShQjWYv35AbHp+bJGlpK+RLv3uuzBV1rT/WNT+8b7pzk1Sknz4yKzOWbb6bzKI1jfnun6f2aXy/fWp+np2/OUOxamNzvvH7F3o1nv99cGZmvnSXmwWrG3L1PdN2+J7v3TO9y/DumEdnZ2GF9JJK7REohAq1Yqtucm+bsLBo4+7OlVZ3T66e3mBKpa4uXYYHpy6p7O6D7XsPTFMWr+v3afzisdkln2b52Q0utYE5X/UvB2Vh24p1UHXZuk2dXpu1rPu3Pq4m42et7PD8mgdm9Gl8tbqmrabbvldPpf3NCpTKZy6lktRKwAtgILEvAL33yIzSdgRTbj3ZsvvV+Lklq4OBoxTnMa65v+Nxy752aPHjB2d2eP7UnFW9Gs9PHp7V4fktzyzY4Xt+9/S2L+rubR2wIwKFQMn05ARtFZ1vo4aY74D+pt2B8rH8AQBUlu4eObQdVxy+R6ArdWKFSarngly/FqVQjIsiq2QRggHL+oPeECiEGufqYCiNch2EraQluloOsrAjfkgAGMh6siWw9fZfNQcT7CsDdI/WsvQcXwHKqavt4lJtKxd1rP3QdmqfqQVVPx9X8XEHeqaajzFBrRIoBNiGnmxkl2uDvOp3BIB+ZYdsYOqX373K10d9Kd+V/NA3Vd58DHj2R6C8bIVQ7czDDHTF6BEKAAB2xCE8eqO+3AUAUGS2CPqFk6cDRf9doUtlK9TgQl/qz1Ttp0Wc1wG2pTvtQy2uN2rNjgPhVgRQKpau6uL3GjjGzVyRm5+en8P33iUXnvzaDB5Uub++C7ug9lnKq4FfqZY5rEG1e37BmnKXAFVPoBAGIBuBsJllASwHsC2WDQCgWtmMqQ5+JyrNh/93XNpemjGbWwv5x3e+rrwFDQAuQoHK5mJTtqdamvDulGlWp9asaWjOX1/zaLnL6DfWV5SKWx4DAL2ip77q4wr+V5RrB8svUJn8LgBAqVXLCcf+4KuoTfY3q1/bFgvn5XdNKV8hQM2ypug721H9pxq3berKmCqqvm+rOmume3768KxsamkrdxlQ9QQKoUo48Nz/trXd7cpRGEg6NwTVeCChmvTXt9vTprxYB2OsQQA6slatXNZZXXwDZliqRFubJbhWLF+/KXc+uyjTlqwrdylAHKOHUrFsAVDMdcHclRuLNzIYwNzyGCgZ+4DUMt1HUyu01dA3emutboWCdTr0xIBfXjT5VInZKzaUuwSKYOnaxrz3ew9n+fpNGTp4UH524Qk5+fUjy11WUWlWAcqrrq7ri6crIeBXCfselfA9VDZfUDXY3ElKBSxQAFQdPRQCXervHriqacesnF2Gb62CSmEAqqblls20GfSnamoiqqlWeq+U27fWib3nqys/8y/0j1Jsi29r8bXdXxuueWBGlq/flCRpam3LJb99tswVbZ8LbSqfpgHYWiXvC+yoNusd6My6vme0IlXATA1lJVAIVcLB4B1raGpNY3NrucsAYADYsOn/Z+++A/So6v2PfzY9dOnSlS5IEVCvBVEx167Y77Vdr/36U1RUiiIgqCii0kQQEAHphBJCOiG992Sz2d1kU7b33nef3x+bXbY8ZeZ5ZuacmXm//kl29ylnZk4/3znTq+7eftPJcCRZHyLh9YxxBPspcel72bx4EHZO8hDnH2EX5royzGm3GecV8M5z60pH/FzW2GEoJcGKYz0Sx2PGAIYD0cb1DRcb6mInabAgmUCwqEyBjNq6etXTF471KoQLAYUAIuG+RTt1zg2z9bab5+mVLRWefGYYFnjDkEZElw2TLCZw92u8JRIJXff8Fp1zwxy9+w+vat2eBlfvj2yxoVgAY9BPQxSNztdhzudhTrvNOK8AAADhwlynPehLm8OpB+CE5xs1eOTq57bostteU355c8rXWJp0WI6AQgCh19Teo9/PKlB/Qmrv7tO107eYThIQC3Q+EUebS5v0+Kq9kqSali79/pXthlNkr8gGTyK0/FwkyTbIPq7B+U4NPuYxjPK4uACAiAi6TYvjXEMcjxlAPKWq7ghqBPwTVOny7XuYXgEcKWvs0O1zd5hOBiKGgEIghqK2trW0uHbEz00dPZ58bljPE4Nv58J6jQGY89CykhE/r3W5QyGiJ49ZLSAn6UrQgu1VgaXDa7besQwANqCKHJCpFxmH00RPGgCQig1z96y1INbI/kDoLCioNp0ERMwE0wkAYKegB0o2DA4BN8iy8RCHuonFvOhLdY259gBsQFUEW9FOIszIvwCSoWoAgNTC0n8KSTIjIU4BpV6sg5hYSkkkEnp05R69uLFc5xx3iK75yFk6YJLz8JcYLP+EShhKHE8kQdwQUAiERLaDmWTvC2pgFJYBmFvsNhIduVxKckF0y3iUMdQBAAAAADswpOYcAMytwQbJnrxA1gSiI8ptzfq9jfr1i9skSev2NOiYQ6boB+8/zXCqADsRC4ls8MhjAAAAxA6DJwASiySAlLpNjPqNVPQFANjOlmrKaXuQLCAFiAP6FEglDFkj6Pyb6uuyGXpEcbhCfYJcxS0PXf/C1hE/3zZnh6GUwDYxKwqAbwgoBJAUk4CpsZ0xgCi5c0GRNuxtMJ2M2DDRhiT7yihOuiI7sXp8C/1bICk3bQJDISAcKKvREJ9e2kip8m9FU4fuWlCk59aVOg5y3FzaqDsXFGlJUY2HKQS8Q30NpEb5AMwKw5xhdUun6STAQ1T7gH145DEAK+T26FnznVpTaUj2rQSJIChxyGomHxvvh2QTcTO3VGj2tkq98H/v1ltPODT4RMVMVHd7sqEtBmBGRKs1OBS7Rb64HS+AyPKj/+7nmKCzp08fv3Op6tq6JUl769v1kw+dkfY9BZXN+szflqu3fyBdD3ztYl3+lmN8S2MY0IwBwWKolBvGmrBdWLKokz4aN+EC0Ue7imywQyEA+IYOOIBw6OtP6Ncvbc38wghh8OS/2AWZhBQTht5IVqdQBnJna13NtY0HrjPCzNb6E+Fkw5M6Gtp7hoIJJemOBUUZ33Pzy/lDwYSSdOWTG3xJG8ywIFsCMCyu9YBdh21XasA8HzCIITHgDQIKAQAIkajubgbzNuxtNJ2EAXGdDURosTsj4o5qO97C3DXNlPYwHxvsRJ6Caz7mmTgsNi8rrhvxc1t3n6GUIOpyevIObQMgicCPQeGrE0KXYAAA4AIBhUBIsFCHZMgW5nDu4yFZ3Rvu+jjUiQd8k3R3ueCTAQDWC98CFwAgbGhr4AT5BIi+cM/BIgqicgOGkzbT5humo3EV4IS9uRCIrwmmEwAgwgy2/IlEwopHsgAAMBxtU/REZXIRAOKGJtkfnFfAQ5QnACE1P79KS4tr9a5Tj9C0c441nRykkSrQyK+n5NgcLGJDPzYvj4Bp5MZkPrahDAF+4ylyiBt2KARCgvbJHnQWACC+aAIAOOXoDnDqFAARQ70GAEC8LSuu1bceWauHl+/Wdx5dp0WFNaaThIiKa78zpocNn9l8wzR5Pt5szptAHLBDIRCALaVN+unTG3P6jLauXm8SExPz8qt8v/uxurlTP35qo/IrmvWhs49x9J67Xy3Sg0tLdMIbDtBfv3SBTj3qIM3Lr9KvX9yqcXl5+u0V5+qyM4/2Nd2S1NDWraue2aT1exv0obOP0c2fPldTJo4f87p/LN6lexft1DGHTNEdX7pAZxxz8Ii/N7X36GfPbtKa3fV6/5lH63dXvFVTJ438nI7uPv3y+S16dUe1LjnlcP3p8+fr0KkTx3zXtvIm/fSpTapp7dKVHzxdX3/XKZKkh5eV6M5Xi3XUQZNdHePGfY366dMb1dzRo5//55n64iUnuXq/HzaXNuqnT29ScXWrJOmsYw/WX790gc469hDHn5Fud7MZm8r1ifOPyzmdTm2vaNYp18yUJF125lH68xcu0OEHTkr7nuqWTv3kqY3aVt6sT55/nK7/+Fs0cfy4oXqyvq1bP/nQGfrKO08O4hCscO9rO00nYUh9W7d++vRGbdzXqA+fc6xu+tQ5mjxhbN3wwoYy/faV7Tpw0njd9vnzdckph2vT/jLX1NGjq6adqf96e25lbnjZ//MXz9c5xx2a0+flanNpoy7/86Kh8hsmvX1jp10WFdXol9O3+Pq9F/xmnj59wXH6zafGtjGztlTophn5mjA+T7d+5jy95/QjXX328uJaXT19s7p7+/Xrj5+jj533Ri+Tbr21NXm6+falOmjyhKEyaLtEIqE7FhTp4eW7dfLhB+ivX7pQbzrywKw/78nVe/WnuTt06NSJuv0LF+iCEw/L6nNOve4Vnf3GQ5L2czLp6u3Tr1/Ypjn5lToiQ/vnlebOHv3imc1aWVKnS08/Srd+9q06YJKzYf1Lm8p1y8v5mjJxvP74ufP0zjcf4XNqo8vJbrNLimr1ibuWDvX53ZiXX6VvP7J26Odl13xAE8bl6cdPbtT2ymZ9+oLj9auPna0J4725R3Tw0Uaj+88ffevYuvXh5SVG6tyVu+p09XObB8YWHztbn7rg+MDTAO/trWvXlU9tUEltm776zpP10w+d4dluzgu2V+n6F7YqLy9Pt3z6XL3/rOzH2R3dfbp2+ma9VlijM44+WP2JhIprWjXtLcck7eekEuSOHXHdHaS8sUNXPrlBa3Y3SJIuPOkw3fTJc/TneYUZxzjDVTZ16sdPbVBBZYuuuPB4/epjb9H4cdmd1BmbynVztu2vJaunta1dnn9mX39Cv39lux5YWjLmb07z79tunqejD57sel7FqX+v2qM/zy3UGw6cpHedeoRe2VKhQ6ZO1O2fP18XnvSGMa+fvbVCN76U7+iz+/oT+t0r2/Xc+lKdeczBKeuRwXmkhrZu/XTaGfryO5zNlZQ3dujrD61W0f7x6+cuOkG3fPpcR+91q7OnT9e/sFXztlfpbSe9Qbd//ny9wWHfeFFhja6bvkX9iYRu+uQ5Q3O5DyzZpb+9tjPt9f3L/EL9a8Vu/eD9p+mb73mTo+8bvEZux6Hff2yd/vi583TwlLHzmZls3Neoq/bPlfz8P890/X4THl+1V3+et0OHHTBJt3/+fJ3vYKzV09evm2Zs08ubK9TY3jPib1c9vUlrf3W5JKmmpUs/fXqjtpQ16ePnvVE3fOKcpJ/31Jq9ns7lDtY5z64v1RnHHKw7vnSB3njo1KG/P7ysRHe9Wqwjk8xBPbpit/46v0iHHzhJf/niBTr3+IG/LS6s0bXTt6ivP6GbPnWO/jOAnRgrmzp15ZMbtKOqRZ8671hdIClV8zS6HKUyN79KC3dUu0pHQWWzfvzkRlW3dLkqg+kEuYlDcXWLrnxy45jfd/X0j/lddXOXvvzASi0rrpMkveWNh+ju/75Qb3Y5xstVa1evrn5us5YV144pY34YXbfbZPbWSt340jaNH5en33/mrbr0jKN8+67Cqhbdc0exKpo69P3LTtV3Lj116G/VLZ26/oWtjj7nxY1loRzD1rR06bADBtr06pZOfetfa7W5tCnl6+Ma5LtuT71+9sxmtXT26tqPnKXPXnSCq/e3dPboF89u1opddXrv6Ufp0xccpxtnbFN3b7+u//hb9LG3vlF3LijWP5eXZJxTTVc/t3T2aElR7Zj3nHLNTG25cVpW/ZzhUvXrRiusGqiDq5o79X+XnapvvffNaT83m/bh0ZV79PyGMtfvy9YFv5mrb7zrTbry8tMzvvbFjWX67cztKf/+1Jq9uvq5gXWbgyZP0KKfX6YjXK6PA15ih0IgALfMzB+awMnW7G2VHqXGmbBPPg8O5v0wuMDx4NISLd9Zp8b2Hj2zrjTj+3bWtOpPcwvV0N6jLWVN+su8QvX1J3TNc5tV0dSpssYOXTd9SyCD58dX79WrBdVDaZ+/vWrMa0ob2vXbV7arvq1b2yua9cfZBWNe8/TafZqXX6XG9h49v6FMs7ZWjHnNrK0Vmr6hTI3tPZqXX6Vn1u5Lmqbfv1KgHVUtqm/r1o0ztqmmpUvVzZ266eV81bd1a0dVi6tjvGnGNu2qaVNta7d+9cJWNXX4P9DO5JaXt48IRiqobNEfZ+/w7POvm75FXb19nn2eG6/tqNG/V+7J+LqHlu7WsuKBcvPIij1aVjwwgBmsJ+vaunXDS9tU39btd5Kz5mUR3VPXpj8kKVumPLpij17bUaPG9h49uWafFhaMvYt8YEF1i2paurS7rl2/fnGbJOk3L+dr5/4yd/0LW9WUw+TW6LJ/6yzz52jOtqpQBhNK0vKddWN+d930LSpv6vT1e7t7+/X02lK9WlA95vdXP7dZlc2dKm3o0C9fcNf2JRIJ/fKFrdpX36Gq5i5dsz+wMC66+6Sndo1TbWv3iDKYrURAK9WFVa366/wiNbb3aFNpk+6YX5j1ZzW19+hXL2xVbWu3dta06eaXnS3cpurfpurnZLJge7WeWrtPje092lnT5vr92XhuXalmb6tUY3uPXtpUrpc3je17JdPZ06drn9us6pYu7a1vdzzpbVrY56K3lDXpz/Pc5fW+/sSIYEJJ+tvCYj2wZJdW7BroQz28fLdW7qr3MqmSxvafmzvH3tS2ZneDqpv9bT+Suf6FrdpT167qli5dN32LOnvM9HlDnyktc+erRdqwt1GN7T2669VibStv9uRz+/oTuvq5gb5OWWOHrpm+Wf05zA/M3FKhFzaWq7G9R6t312vtngY1tvck7efArHtf2zkUTChJG/Y26pN3Lxs1xsl8zf6xZJdW7qpXY3uP/rlst1aVjO1PO9HZ06dr0rS/YXkChh+BC2t31ycNJnSjvq1bBZUt+kOS8WKu57ahrVu/fnGb6tq6VVzdqkdW7FFta7d21bTpN0n6nj19/br6uS2qdNhGriqp04NLS9TY3qNVJfUpd3AbnEeq25+eBodzJfe+tnPEXPSz6/yrr+Zvr9Iz60rV2N6jVwuq9fjqvY7el0gkdO1zm1XW2KGKps6hudyKpg7dMnN72us7qL6tWze/nK9KB2Pb4deotKFD1z3vfBw6a2ulpq/PblH6NzO2Dc2V/CoEffDG9m79+sWBsVZxdatumelsrLW0qFaPrdybtL4YHpT88PISLSkaCIh6bOVeLSlKnve9nssdrHMa23u0uqRe9y3aNfS3wTmouiRzUHWtXbrhpYG6oKi6dSgAIJFI6NrpW1TW2KHK5k5d89xm9fb5Py9x3+KdWlUy0D79a+U+7UrRdXJTjiSpJ8mNqOncOqtABZUtQ2WwoqnD1fud8mtXqj/O3pG03/lqwdg1koeWlgwFE0pSfkWz/jK/yJd0pfPChjLNTBKw65fRdbstevr6dc30gTnFskZ3dXk27lhQpPyKZjW09+h3rxSotKF96G8PuujHBDmG9bLUPLTs9WN8cGlJ2mBCU/y6/HUupj1ueGmbSmrbVNvapeue3+J6g6Dn1pVq1taBub4Zm8r1zX+tHZr3vva5LdpW3qy/zC90NKearn5OF2B3+9zs52mlgXbxuv3t4vB+XTJ/mFWg7RXNqm/r1i0zt6u8MX0bsn5vQ9q/j1bX2qUbXvSvz9WZZB2isb1Hf5lfqKIM69idPQNra9UtyW/Yau/uHQomlAaCyR91sO4K+ImAQiAAq0q8X+yJGq8DGOv2B8H56b7FuzK8YmRn6a4FIweaL2+uUH55s+qGTQaWNw1MajmVbV/5tjkjg9j+3+MbxrzmH6OOb/72sQPH374y8i6Knz69acxrRv/ulhR3Xiwtfv3OmERCemzlHv1rxe6sBwQb9jYO/b+nL6EXNwZ3N0oqq3ePrQu8HJC3dPVqeXF2Cx1euN3BgvnfF43cje/q5zZLGllP9vUn9OQaZxPQYfe3hcHuTpiprv3LqMHolU+OrRsWFFSpY9gEyGBdu27P6wO73v6EnlufOdA6ldFlP9mdc3Au2WRBhcfBhOnq6v/3+PoRP6/dUz8iSGVPXburCdHWrl6V1L4evNXS2auVu8zVfUHb1pCn7v7XC7Pf/R2v/HneyL7HCxvLs/6s6RtK1TtsUmp4/ZOtZP2cTH74xNg60m83zRi5oPeL/e1oJosLa9TW/XrdXVTdGqtAXK+5WbCYudlZ0OegwiSTj/9etVf/WDJyseLa551dezdG959fSDHZ/PDy3UP/D+JGtJ6+/hFBEW3dfTw6LyKeHXVjnlc32hRWtYwIXqhq7lJJXfaB3z97Zuw4d9Dofg7McrLY8qMnNmZ8zegF4mxv4FhaVEv7m8INL+V2U8xwC3eMbRPczK0l89TafSkXQYe3l4PW7WlwFfzk9OaO4fNIff0JPZ3iJt3RkpWF//f4el/a7dFziqPnHFMpbegYcZNbXVu3tpU36cFRfZ5k13e0B5dmmqMde4321re7upk12zy7flT/ajTbwoqfXTdyrDU8SDudnz/rrG96z6h5sJ89k/x9Xs/ljr5+w/uzj67ck3IO6onVezW8Klixf+6huqVLZcMCIBrae7S5bGygjdeBTv9ctnvEz8+UJN/dNJty5MZroz7voRwDxIM2N39s4KAkbUoSLNWSJDBoxqbs5zOyFXRAcrL1Ihts2tc4Yg6xtKFDNSkCc9xyUl6Hr5kND0zOJMgxrJe1zhOrX+93uDneKFhQ7jyEZmvZ63OzXb39muNyg6AbZ6QO3m/p6tUX71sx4nfp5lTT1c/pxjTD28VsDN7MN2iwX5fMglFrov9Ykj5v/cllsOOTa/bJp/2GJClt/3H0+tpor+2oUXt36uDieUnap796GMQe1MYCiBYeeQwgsnIdr3s9ydaTpAfT78PtM159Yq+fPS4H+hMJT9OQy44UYeJ1h7Cls0d/nV/k+C54t1LdARuX69XTb/diUk+Su6ud7v6aS/0WRP1jaifesO8AnI3RlzNV1qhp6dJf5xeqp69fP/zA6Trx8AOSvi7Z2+NRYwywu9ZILdmjt7Pl1y7UbtmSDieSJTUM9VEIkug5p82nl2UqlVT9sT4LdtQKIgnmjzJ+vKpXg8yippsCC4pjVkwuZHRnsYNUsnGRE8nGRGFof4OQ7TkNitv6yO341+1uYK9/T1Zvy/m9QUkkspsPcPIeP+ZgB0WpXGd7nrqzfGJKT5ogay/nBtPVOenahVR5K9lpMtEmpzpFQc/ru6nS3RQXAh8wmum2LJeyZXu/PUptmRds6nN15XBDUlBd7mQBuU7zvNdrgSbnazPN1WUKXA7TXDPig4BCAEkF3bn14/ty7QDb3sEHgnDt9C162eXOOlHCOBpwxotJpx/8e/3QDhyrS+q18GeXKY/ZLACwWpjHTFm1MDRLQCxR9BEVYW63EQy/HjFrNcoFLJInsiS8R/sPv3mVx/x8hDli2s9DznjkMQDfBHUHWVj6FzTT8EKmDrXX5SHOwYRRRD1kXljarKC1dvWOeJzX7rp2bUnyuCAgF0GXP+Jho4tg52igSQbg1DjqfcBqQfbzoz6mj2N15+fulWEW9FnJ5vu4cghaGPJcDKvxyAtDvksmjn0KIIoIKAQAAKHV2tWr5zeUauWuOtNJgYe4Uyp+kj1+qKWz10BKgGB5Mbk2d1sld/BGCBOuALxAs5BaVvUsdTOAmMj2xpkwNzvp2sxc21NuRMpNHOcHw1yWAL+qPD9rgjBU08z5ATCJRx4DQDpJOpPZdt6CmkCgb5kcpyV6evr69cm7l2pXTZsk6aZPnqOvv+sUs4mCJ3bWtPr+HdSVduFyOBfWvBuGCbqw+s6j6/Tf7zhJv7virUa+P6x5EgAAp0x1Y2hiMVpQT4NBfMVx2OZdqaJ8In7iNh8Q1jqS/kN8MR9rF0oiwogdCgEgHctbd/qCiConkxEzN1cMBRNK0g0vbfM+HQ5/FxZhuTN6Xn6V6STAR37kQpN3aoakWKUUp8nfsF+rdB5ftVedPX2mk+G5GGVPAMhKlNs2m/DIY3iNLOUtdu7xThzzZjbZJ47nKR03wUqUVuSC+j6zbOunsFZrcaiPw5rrs9llNizrV6mE9VoB6RBQCCCpkLfZknI/hlTvz7ZD4/RdbsZEke+ceHiAXmfpKJSRsOMxx9EU9aIV1bojyPm8wAISHX4Rc5mwRUe3mYDCqNZrSC2Ojx4DEG/ZtnV0E4FgUNa8E9VeXrr5fHbusgNzK8hagBVXbtnU7kxud+riLZf6MQx1a9iDCMOEPg+yQUAhgMgyv9CV+fv96CdFpe8VkcMAIocBHuKMO6EBSPRThwtztyDESQdCz2SXKpuy7+X8kptPop6C18LcbiMYNs35eJmWdGN5P9sk5hByZE92DEzYDtmiKgNpRLkqyvXY/Dg3caz7Y3jIQGwQUAgAAQnb4CoO/b8oduzDdki2X4NkxTZkRXmEMKcdAMLGSRNneTMIiwXRpqfKntzRjHTCNu4NEnV+eJnK12QZRJmXdWK2nxX1Mra9olkPLNml9XsbHL9nXLb1XYhPZtpgwwDTYRv6LUBYmRuQ+VVvUB1lz+T4PJvvtn29EIijCaYTACB4QTXHYW/3w5r+sKbbb5wWWCmEGZNBHXIVmhxkaULDG6gR2oQDgQpbGadbgNHIE8HifAfD012yPPsk+Cls7XFUhPW85/YoQn9qhfzyZn36nmXq7uvXuDzpsW+9Q+869cjMbwz4IqQ7+qDmn7z6Fpva5LCWpTEynFPmKBG0qBStZKJ8bDCDKhqIBnYoBGLoR09s0A8eX6+Gtm7TSfGVbQNny5JjvYTk6KQVVbXoyw+s1Gf+tkwrd9W5+o5cFgVMdYYzpdm2fA/YirISrEQioX8uK9HH71qinz+zyXRyxrDpsU6ZMBkDQJLKmzr18buW6KdPb1RTR48v3xGemhEY0NPXrz/MLtAn7l5qOimAJOpRwHZRLqM3v5yv7r5+SVJ/QvrFs5sdvS/rcxLik9mfZpCd6rBCfLjGpTx3zHUgBP69aq/uWlCkvv5wZdigUhui6VXACNPz+vcs3Gk2AQglAgqBmJq5uUJ3vVpsOhmxZ7rzEAU/e2aTlhXXaf3eRn3/sXXq3T9ZFldRyVM2H4bNaYP94jqvsqm0STfNyNfWsmaVN3V6/vmUS7vFddeAoCdSozhxG9Os49jWsmZNX1+m+xb5MyFoy+nnsUlw6pUtFbr3tZ2hW+Dzg+1tgu3pGy3rR4BazO7H10fwhMNXpvOzjXXailE3XZc2dDh6X7Jjifp4LuKHFwjfzqGFZQu4fV6hlhbXmk5GSja2SYgn8iIQDQQUAjH20LIS00nwRKrxqiedFQ8nUZzufmRLJ8uSZGS0qbRp6P8N7T1WD+a8ELVJvDDtCuYLyw8/9tcHnrlpxjbTSUgrad1K9gcQEn97LbeAQrfdyzwLKkhTXRTzR450rnxyo+kkpEXXOry4dt5jrAkvRWyqzKhk/TxHcfqWX4N0dU7axy5n8R4bUCYAf131tH1PXxlE+Xcn6l3SiB+edSh/iKIJphMAAG7N3VapTaWN+uDZx+htJ73Bt+8Ja0fS9F25pnX3Jt+h0OvLGdb8AQAm1LV2+/r5VMnZC2qig3YTgG2olgA4lW0gtc2zM6aDw9PfLGnzmQOiLfUOhdHtOXk1JmbMC8RHbWuX6SS4EvZNKqhe7Rf3dWkgyggoBBAqr2yp0P/9e70k6e+LdumVH73X3y800Ady07cP+0AgnTzJ0/Mf3TMVTQwS/cHkpnlRrYsi3BwBMIh2C6kE0e5EeawFmBa24uXlI49p2pCLsJWdoAR5WqK+YJ6svov2EUteHSHl0xlOE2wVlbyZ9TwKndRIikq+BmAOjzwGIi5qA9nBYEJJ6utP6OaX81O+1q+7rb18LAuLpN6LWJZHGkHUbzyGaSzOCfwQ5v5K2ItEEOlPJMJ9jYEgmd4xykY21bNUZQgL2t3UshrPGKqICGw2x+9Tb6ppi+p4nqLineSPPDZzgoPKr9kcXjRL0igBX/ZsgnWjWqcBCDe6JdkL+7nL1CzRbCGMCCgE4JsgGv7lO2tT/s22htmy5ABARlFewDJ1aHFtC6K+i4NXShvatbqkXp09faaTghAiEA0AAH/QwiIqojzGh0eSPvI40K/zRbq8nyxgcktpk5/JiRy/1mEyfSx1mnlcAphGFkwvuHY2oC8KOc4TwohHHgMIvThP7Dq9Cy+RSLi+Yy+s/Zq4PzI6bEeU6hqE7TjCgmATRFVQdYafzcaSohp9+5G16uzp11nHHqzn/+/dmjppvH9fiMgxFbiba7lI935bu2q23bjkFyfn39JLBACe8vKRx8NRhwJeya40UQbHyra6C/O5TNbn/cTdS/WNd5+igyezhAog/MJcRyO84jJ3BkQdOxQCCL1UnWHr+irWJQgIN1MDkigGogJ+8zKY1Y9H2iQr1UEH4F797GZ19vRLkgoqW/Ts+tJAv99vTCIBzlBWALjBLtDBMPVIxbA9ytHNUDn9seV+3LmeupCd+thzkve4wdKZZGXT1COPg5Lq6P65bLca2nsCTYtXgq7D/Moi0c55yAZ5IjOzrR1trRTPs0DZ9AZjENiIgEIAQCx43Q9jIjIeCB4cy+9zwqApnOJ83bwqEuVNnSN+fmbtPm8+GPAZC/beMtH1iG1vh8wHxFI2Jd/L2sJNnct4FKPRdMFvybJYFKqidEHM6Y5vb3274++IwGkyKgr5zAthu5nABqzTAHaKY9mkLUMUEVAIwArW3lWfpL+T7YRuHDtPZvAIXYRIwBnTrzkpFrqQKxvnS63tm3gsiOIbjzMJIHQyVIDUXdmxsU2PMuYZgkG+9p7fY8igh6hBlUWG3tlLNr6jaI81LsmKoZ/ZLt1nBzXXFJexfxhRRgFvBNd/8OeL0n0q9UR6Jscx2bSvcb+e9PVhIwIKAURWHCZ8Ix3EY/kFNDXZFOErDgTKpiomCnV5pkPIVGeaPgUWZQcgawSVRIOJ9inVV9rUVgKASbSxzsS53SAgySzT48koSVbfRf6Rx9kcXozru1xx6hBXQVWl7HKJ4SLehAMIAAGFACLMg46zh50tp/34XCchI9NBDOBAGFwhE/LIWJyTHHH+ACD0CCyJB65ydiIzHvUB5ybEqBAApBGlvmGyKQtT7VdQ809RuMnTDwRKmxG2/Mg0Z3TY3JbZmzKkk02eClcN6B5tK8JogukEALb58ZMb9JMPnaGTjzjQdFKM8qKDFthjCQIeZBFMYze/s0NnT5/uWFCkquYuf78ohUy5L2yTDqlkOowlRTV6cs2+Mb+ftaVCL24s11uOO0Tfv+xUTRz/+r0Tc7ZV6vn1ZTrz2IP1/z5w2oi/uRF0HVDR1KE/zSlUX39/yvbptR3VenL1Pp14+FTl5eVpb1273n/WUVq3p0GdPf368eWn681HHRRour127fQtauns0f/7wGk669hDTCcnsm6dVaBZWyr1tXedrHedeqRnn+v7pJTDqm/utkp959F1kqQ7vnSBPnXB8T4myg4tnT26fW6hqls69a33vllvO+kNRtJhuveUSCT0xOq9rt5T1dypP83Zoe6+fv348jP0piPDOz7wc2Ew189J9/51expy+3DkxFS3cmtZk+59bacOP3CSfjbtTB0webyj9y3fWatHlu/RSUccoJ9cfoamThq/v+zv0+LCGl1w0mFqaO/Wntp2feWdJ2eVNtN1GZLr70/ooWUlppNhFRumLfLLm3XPa8U6dOpE00kZIZtzM87D83nXgiIVVrXqUxccl/Z1/1q+W23dfd59sSE3zdyh8yQd6Cob+NcA3bdopzbsbdS0c47RZ952gm/fExU1LV066uDJrt/3vUfX6fMXn6APnn2MD6kaK8yLs7fM3K4Pnn1MVmON9u5e/XV+kfbVt+uwAyaqoa1H5594mL5z6Zu9TWR4T68jNh1eSW2b/jq/UJPGj9PP/vNMHXPIFGNpeWTFHuWXN+s9px+pL7/jJN/nQ7O5Dsne8+LGMs3aUqnzTjxU3730VI33shEf5odPbNCBk8brqmlnZlVP+qm2tUt/mrNDbd19+tEHTtPpxxxsOklDiqpadOerxTpo8sC5O/Kg3M/dYBvQ1N6jP83dofq2bn3vfafqrSccqkQioSfX7NOiHTV6x5sP1/+865R4ru/ZVNHFQBCn+/uPrdO33vsmXXTy4QF8m7/6+smgTrR395pOAmKKgEJglBc2lmvjvkYt/Nll8exYGpIs0ODxVXv1jyW7dNxhU3TrZ87TiYcfYCBl3nGam2y5E8iOVNjnL/MLdd+iXaaTERnZ1LPljR362kOrk/7t+/9eL0mava1SUyaO03cuPVWSVFjVou/uDyKava1SkyaM0w/ef1qWqQ7Wdx9dp82lTZKkzaVNWnDV+0act3317fqff64Z877Z2yqH/r9uT4OWXv1+199tUzs4GAi0rLhWq395edYBoUivoqlTFU2VmptfqZXXfVBHH2xu8jqVbHNlSW3bUDChJF355EadetRBOvf4Q5NO9CRrj2tazQST5+LGl/L13PpSSdKC7dVad/2HdNDkYIeBNgS7v1pQrZW76l295/uPrdP6vY2SpPV7G7T45++3ql50w4JL4FpzZ89Q3o2TMOQwP4tBZ0+fvnT/SrV2DUyU1rd16y9fvCDj+2pauvSVB1ZpcB66p69fN3ziHL1aUK3rnt8iaWTfaE5+pb5w0Ymepx+5yTZvPb+hTLfM3O5tYpCTnr5+/dc/Vqqpo8d0UsbIpk30cp7mzleLJQ3USacdnfymr7117brhpW2efadJT64tU/7h4/TNM/tH/N7vPlWqj//9rAJJA+f/+MOm6h1vPsLXdNjG7Xn/yVMb9di33uH6e2Zvq9TsbZVa+LPLArkpJ4x93eG+9tCqrMYaf5y9Qw8v3z3id7O3VeqgKdmP95KlIeqPPE4Xx1DW2JHTZ7s5c4lEQl97aJX21Q98Z0ltm579/rty+v5c/HleoaSBPHX0wZM17ZxjPflcN+fEbZlYu7teVz65UdJAug+eMlFfzfJGokxmbCqXJJU2dGRVT/rpJ09t1JKiWknSip11WnXdB30LrHSjrz+h//rHKtXun1srbejQo9/07txd98IWzdxcIUlaVFijtb+6XMt31ura6a+PB484aLI+eX76mzrCzvyVzk0/wWWOzNpaqQXbq7XmV5envYErqGnMXOZ+H125Rzd/+lwPUxNNv3uFOQ+YwUoskMTuunZtK282nYzYu+75LSqpbdOy4jr9cc4O1+8P6XovLEcwoXl3zC9yNFn8u1cKhv4/eoHxtizqlEGeBsZkqKfqWruGggklaVdtm3ZUtYx4zeAEXzpljR1aszsauzw1tPdoXn6V6WRkLyQT8f0J6W8Ld5pOhqdum1Mw5ne/eTnf1Wf8bWHxmN/51d9w87Hp6qXhAVldvf3698o9OaTKDtksQP/kqY2uXt/S2TMUTChJ++o7tGlYfRwFXuXdXD8n1fv/tWx3bh/sozDvgmO7FzaUDQUTStLMLRVJXzc639z72s4Ri8H/3J9/UpX9REJ6au3Y3a4RTlc9s8l0Eqxjuss5e2ullcGE2fKrv1dc3Zr09//7r7E3jIXZ5nq3SxDBTOgNBhiYEJabVJYW1+b0/j/OHjsGC7tk9WuufcNsxxqjgwkHXf/C1qzTkixnRr3nm248naqeTv45uaVj477GoWBCSVq7p0FtXXbsRjQYpGe7X43K+7mUBadyrSdH86J9GAwmlAZ2K1xcWJPzZ3phUWH1UDChNDKduRi88WMwmFCSWrt69fyGMv3kqZHjhB89scGT77RZ2Ovs1bvH3gzc05f6qMJ+vLno7uvXPy3eqT8k3V2P+ZcjH1vp7sk7gFcIKARSaI/AY0WiZPCOrzCLZ+cJSC+b4Lx9De2u37O7ts31e2zQ1ds/5ndtXSPbp731zs5Ha1d0FvQa2rtNJyEWynO8E3+4zAsszuuCbIflu2vHlpUSl3VDWWNnlt9uj5qW8O2yOFo2bUdzp7uFmN4kk5W2LOakFLG+ZmVz+MtbVA0vgl7vQFqb5U6wqdost2UfZpkOgvNbnOYEbO6vZ3Mdgr52bgJYbBK2MrwrpPMEYbKnLvV8hZc3aGT7STZlWVvGGtnWdzbsSh92rUnyQJ8l57WjJxxrZYWjbsLGAFtu8mhsDzYdda1d1hy7acHdFJl7p7k5yTXjps7UqprDP88LwG4EFAIIvVR3bfk132v7BIlXqbP7KL1h+7WEd6I16IzSscRQkjaLqsgDgS3yRu9iBVU/ximIAtHn5aMvbZCqFohW/8m9eB89wiLu5dR29PPDy21bH7W+gSnZnkcnZY1rhFS82jGUMW9umKcHvJFtVUQdhlxQg3uDcggbEVAIIPR8HWzSeJtDzwkITTFgzg+Z2Lp4Q94FAAAAghe1wBGCewEAcRSx5txXYZnnjxtb56y94lXQfHbf7f49Ua9Ton58iCYCCoGIy3ZCizYtWsLaSckm2SE9VM/E/fhTSVUG2rp6Vd7Yof7+5C+I9nAy3sJaL5rQ3j1QTvpSlBPJgrrHeAKQDpcnICE90dTHyAb5BkCQqHOA7ARVdAjo9A71HcKE/Bofje3dqm7u9PU7/M5PJvMrZSW+onYTD4DgTTCdAMBWNLK5c3MG/Zj48eTOCw+T5fROl1zPBQFQyUWlSEfkMKywtaxJ//vwGlW3dOm9px+pB75+sSZPGB9sIrK4oKPzsq1lPiplLu7yy5v1vw+vUWVzp9516hF66H8u0ZSJfpQT5znZ1jwfJX+YXaCrP3yW6WSEXtTvch5Efe+tMOxaEHQaw3BOAIRHXNrnTEwHYJncLQUR5CA7J8vz5EJn/FwnidIaTLJDIY8FKy8vjwFqBL20qVw/f2aTunr7df4Jh5pOjvXoYgEmpS+AmconTRhsxA6FAJKKQp/Tr2PwctLTj4nsKPU3opAPg8Y5Sy5ZR/zWWQWqbumSJC0pqtXsrZUBpyozFrv8w+SKM3+cU6DK/XcAL99Zp5mbK7L6HNMLllKqa24+XSkZzKT3vrZTlU3+3vkNH1CvwWP0QwAgN3Ebc0TpeG0Yv0RBhLKE72xZQI5SOR7O68Oin5w9zhzcuurpjerq7ZckbSptGvP3qNZb4eRPY+ZnnetLn8+SNh0AvEBAIQCk4HUnlYFNMFJNwMXl/DNWcW5pce2In/+2cKej99kyyWu7bMtc1ItqsuOzOUu9tqNmxM93LCjy6ZtsPguvS1b+o1onjK4j4V5cFqJz7WOFsY8WxjTDG/Eo1bmhfNjB9HUgG9iPYBgA8F+ufceozjckE6NDhUs9feSOXHEG44tdwYNGaUP0EFAIILLoJwHIlY3dfxvTBGSSzYJldYu3O+TFaSLeNpx7AAAARBkBmmYx3AivoAIdwpBHqEfGcntGOIOA6XXR3L88DPU1xmLuF4guAgqBFIjah9fIUsFwsxsQ5Ry2M51FE4wEYdDtcwtNJ8FKyUqlm6Jqul7xQpTab2pZ2CCX5t7rrkK25duPHUGTHVt0ap946+tPaGtZk6qbvb15wSZ049PIoiBn2/XgOiDu4lIECASDF+Kyw308jhJAUFi/sBf9o7HIrgijCaYTANiKTggSSiSdaPYyb8RlosAGFOlw8bpsRKlOH30obha3/DoN0Tm7GM50zFZpQ4fZBDhk+jzlKozVY5Tq9KAky6e2nMZU6Qh72YoCxirIhi11Syq9ff368gOrtKqkXlMnjte9X3mbLjvzaNPJyhqLNLCJ7eU/CugHJ5fteeFsOuPkPHEuKZ824AoAgCnUwEBUsUMhACv4MQlu38S6s/TknO4ITV5E50i8Y1uujjrT59vL78+mavB7F7Devn5fP99GyS7DjsoW3fJyvv69ao/6++2p+bxsTrwMSkkaGOXg89NlZxubzlTJNV0vxYWFWSKj0Xm8t69fDy0t0W9n5mtPXZtv3+tbsHoYL4Ingi/lqepHE9fA5oXYxvZuds/1WRCBxPPyq7SqpF6S1NHTp6uf2+z/l+7nR/ZO1QeyuChJsrusIxpyHcu6nZtzO96JS58+qON0cva9miem9rJDYdXAPMqjK83MowR181O232PfukhmdA1Su2/RzpzeH/UbxcKSd/xI5oqddbrl5Xy9sqUi/Xc7OEnhqzUGBN3nc/ihkN03Cr+2o9p0EpKy+ZwhvtihEIBvTHfkTTe8pr8/rtzkOxYx4sPLwLi4l20vD//WWQUeflp4ffLuperdPwHe2N6jH7z/NMMpCh7VsTmBLYREYDYtbEdw66wCPbC0xHQyIilseSHsnLQRvtygNuojv/rgalVG+BG5cfHsutIRP1c1dxlKCQAASCfVWLWhrVufvHupOnv6h37+0QdPDzBlGM2WOfYojNOSHcPvLZ4/jfs8uUlbSpv03w+sHBgvLy3R3f99oT5+3nGRmH8D/PY//1yjJ7/zTr3zzUeYTgpgPXYoBBBZnoxjPRwLOx1cRf2OMfjLkvkb69gysTVGhMf3Tk55HANdkl3y3mF30982Z0dwiQmQrZNZbqsGS2sS63ndt/F799SoCKqOzfVyhPFyUheYF3S+Ka5u0ZaypmC/FAAAOGLrlA/8cd/iXUPBhJL053mZd5D2uusYVJ4jb4eDtfPOMWHTjvtBuuGlrSOO8f89vkES64swI4zlzY+nFYTxPACZEFAIIKkwLux5LVXwg6c7nVkaYBFFUcnT9EfNC+ugwKsy4PfhEyiETEyWwSAniU1XNTZPiNucNreo8YBwqG/rMZ2EWAiieo9LVzMuxxmUCHU9EHKMl5OjiPrLSR0YZD25vaI5uC8LkJfrBAQUYTg/16DoI5mzfm+j49dymQLGCZdk/5znnrp200kAQoGAQgBWyHaQG6Z+WVCdpzCdEz/E/fiRHPkiPKIUKBR2Qa5V5bzDmYNW1ovjsWEBjxISHtw4khsLihsAhBZ1KMIsjPk3LP2+cKQyOJyPscKSl8OCKS7nCIKE18LYn/BCtvW4DXOeQNTR0iGMCCgEgBigk8IETtjE5nplOs4k43gC7hBGNkwMJys66VJlQ5pN8noiMQrzkvHOEf6hWTPPpmtg0yKGTecFXjKXxyzK3gBCivmA7Pk5vovS2DHoY0mXp73M7uk+iuY5d5XNnb58rtu+UxT6WtGpTRBHUSiDUcMlCRe6+rARAYVAxEW98aEzNFZUzkmesjuWqBw/vBX1utA0FjWiydbLmmxyKkoLOIPctGe5HH0Q19nr7wgi4Ij+hHN+5SFb6yC/2TQBnyotFiURAFzLap6Bis8Rr85TXPsAyB5zEuaFuZ7MJveE+Xj9MGdblePXcuoQVybzvrNH19OWwrwozvEDYTfBdAIAhFdPX7+unb5F09eX6qxjD9F9X71IJx5+gOlkDcm145FQgt3BQsimq9Pe3aufPLVR8/KrdOFJbzCdnFDxbiEioZtm5Gd9p6yNE4Q25fF0bDx3Nojrecn0uA2aVgBALph0hlNx6YvZ3reyPHmAa1FuhxKJRNY39ET3rADOxKXfIUk7a1p16lEHmU5G6MUoy8AvBjORX2OQdHUp67UA4C92KASQlJM+2PKddXp2Xan6E1J+RbPuX7xr5GcENG1ka39xdLriNIHgFUsvrWNztlVqzrYq9SekdXsaAvrWcJ01v1O7paxJDy/f7fO3+CdTEJbT1wB+Y/IGQQpLfovywvJw9HHjx4acHZJqAIgvGodYom6GG0E9ztaP9/nB5rGDk7TZXv7D0CrZnAecaO3sdfS6cB9lcrbn/6jzrHz7fB3JJogy8jcQXQQUAsja9S9sHfHzoyv3GEqJP8IapONVx830QNjrrzexnvGTpzYF/6UY4fa5haaTEDl+FyUnOx+EtX4OGy/rTRsmxr04HhsC2cj9iJqUj9WNaWa36bAtqPKsEdf8mA3OVbDCWk7JJrBdVOuyoKsMt6cx6/Pu4MD8nEeI0hyFTccStnJoU5Ns03V0zKYTCESMk3nZbHcjDkJYxzxxZ3GWMibTKeGcwUYEFAIp0D+B15wO5Okc5yZVsEeyX9s8SEJqQV42G8ujjWlKJizpBMImqKLldfAkTS7gDM2nnejXANFBnwRWyDIf0h4B0e0vhzIIEIB1qEkAe0W1D4NoI6AQQOj5OhlM6x5pNuw0heTSXZo4XTZPd4iL0HmzYbe7OIhSngkjFrtTC+KGgMACNz38LLdnxZa6NFVdQx1knolLYFP/3J6UhItFlzCpuDSvtl8HIB0b+sFuyxCBQGYF2a+1qa/iB1vGCLajxCNMKNdAsOJY5iLePQJijYBCAEkFPXnnx8SbXx2YbBexnb7NholTyZ50INrIZu6NGZC6OIluB7NcH3glUzufa5OdbZs/uBjktGwwN5I9L/tlphbxqBMRhDDkMxvTSCBHNDAGRfTQe0zF7+Ie1eok13oy6PMS3O7qAX0RUgpz8ISvexWE97S4ZsOhMiaIJxvynvU4STCCOhmIggmmEwBExcZ9jdq4t0HvOu1IvfnIA/X8hjL1JxL69IXHu/6sDXsbkv5+ze565Zc367jDpupDbzkm1yT7JpFI6JUtldpR2ezo9S2dPXpufanPqfJOXWuX/rV8t+PXJxIJvby5Qo+t3DPmb4+vHvu74Vq7evX8hjIdNnWiPn7eGx1+39jfzdlWqdrWLn3y/ON02AGTkr7v6bX7pIT06QuPV3dfvx5ftTft95Q1diT9/bPrSrW9olnHHDJZb3/TEY7SnEy2Xc3VJfVaXFib9fe+WlClffUdOuENU/XBs0eWs61lTVl/bjo/fGKDqpo7ddvnztPJRxyolbvqVFDRrPecfpTW7alXXl6errjweE0cn/k+gMqmTsff29nTp+nryzRl4jh96oLjNX5c7h38bz68Rmcdc4Dqq/N0yZHORqoNbd1jfnfHgiL96IOnj0hTV2+fnl9fpuU76xynZ1FhjePX7qhqUVtXrw6cPNA92lrW5Kqst3b16idPbVRDW7fu+fLbdMwhU9K+vqq5U9M3lKV9TViGXL39Y691e3dfVp+1bk/yNnC47t5+PbVmr8btLxsT0pSN/v6EZmwuT/q31q5ePbVmnxYWVOtTFxw39Fnbyt2X9UQioRmbK9TU0aNLTz9SCwuqddIRB+gDZ7lvr1/eXK5Hlu/RB84+Wl9958k6cPIE9SU5x5lUt3Tqlc0Vrt83KNViVXt3r6avL1NCA+f36IMna1yG+mNvfXvW6RhuZ02rnlmbus9QVNWiZcW1Ov/Ew3ThSW8Y+vmCk96Q9PUN7T0pP+uZtaU66qDJ+vSFx2vShIE8VtqQvO2TpL7+hF7aVKaO7n595m3Ha8rE8Rlf297dp89ceELSc93W1Tv0/47uPv3oyQ2al1+lY6fmdk+Y0xsjhr+uuLpFS4tqdd6Jh2X1nU0dPZq1tTLl317aWKYjD5qsD597bNLXPL12n6648Hjtrm3TsuJabdzXmPE7u3v79fyG0qE21EuDac4k6MWMfy3frQ+fe6xOO/pgR69P1mcc7HseOnWizj/hUC0sqNbZbzxE73hz6j5dTUuXJqWphxOJhOZsq1J1S6c+ef5xjtKWrbrWLr28uUKHTJ2g1s7eoXw1Ot+XNXZo3rZKnX7MwXr3aUf6mqbR/JrHf3hZiU49+iC99/SjRvx+dFlI3p90l6rqlq60f39kxW7VtXbp0jOO0vMbyjRp/Li04+LBNnTlrjq9kKRvtK/BmzbEhOU7a1VY2aIPnn2MTjz8gJSv6+zpG3GuhveBB/syLZ29mnbOMZqzrUpvOGCiPvbWNw7l7fq2bs3YVJ7VXMHo9w6Wo+MPm6rL93/W8H7OFRcer4Mmp55OvPe1Yk075xidetRBrtIhSXWtI8cFS4pqNGtrpQ6ZMlEfOfdYnX/iYUokEpqXX6WKpk594vzjdPiByce3yfT3JzQ3vyrl30sb2jU/v0pnHHuw3nWq+7ph8Hpf/pZjdMIbUl/vTObnV6mssUOfOP84Vbd0auXOOr3t5DfovBMOkySt2FmngspmdfX268WNyfu5o5v7yqZOzd5aoTcfdZAuPeP1eqK2tUszN1eoqrlTRx88WZeecZTe7OLaJcsbCwuqHY2jdta0aklhjd56wmG66OTkfbWha3LMwXqXR/V1Z0+/ShvadfxhU4fapw+fc6wWFFRr0vhxOvf4Q8e8J1mbvru2Ta/tqNY5xx+qS0453JO0ZaOktk2LdlTr3OMP1cUp0vGig36LE8XVrWn/3t3b78n35Kqpo0ePrEg/35ZKYVWLlhfXanNpY9rXPbuuVL19/bribcerpbNXj6zYndX3ufXc+oF+8xVvO16TJ6Qeb3hpcVGt3nfGUZlfmMT2imYtL67Vu047UtsrmvXg0hJJ0jff8yZNTTNecmvW1ko9t650qA1dsbNOOyqbM7a//1xWoq/9xylq7+7TX+cXZhx3P7pyjz509th2dt72Kn3+4hNy2kn9X8t3q7cvoT11bXrrCYfqopP9q1eWFdeqqKpFJx9xoPbUtemikw/XW084VKtL6pPX3z4GorSlmTt6fkOZvvyOkx3NVz68rETvePMROvuNh0gaaPNf3lKh5v3tU6r3pJoryEZRVYvr96zbU68tpU0j2ubhCqtaNHXieK3dXZ/TPLsXHl5WootPOTxpOykNtIsb9zakbY+Gv3Z0G5osm931arEkjRnjuNXU0aMXN5bpqDTzDn77/Svb9ZbjDtEnzjtuaA6tsb1bL20q19EHT9G0txyjGZvLk86xhsngesPUSeP0yfNzX2/o6cu+b/GnuYVJf//k6r2aMH6cPn3BcWnnlP1Q19qlGZvKNXtb8jkyLyRrix5evltfvOREnXzEgWnel/t3z9+eeqyVzvAx3pSJ6a9JZ0+f7lxQpKXFtfrcRSekndt1q68/oRc3lqmlvVPdKbLesuLajPNIq0sa9MVLTpI00H9eWlSjk444QPvqO1Rc3apTjzpQH3nrGzOuH3kii+ta1dypm1/OV3t3n679yFnasK9RiURCV1x4wtAcuRO1rV1aWlSjk484UO8/62j3CQmxRCKh2VsrVdPapQ+fc6zmb6/WlInjNC5DQXs0yzHMaLWtXTryoMmOX9/Z05d2LQPxRkAh4IEVO+v0lQdXqa8/ockTxumUIw7Ujv0DyFSLp6ksL67VVx9anfRvn//7iqH/X/fRs/SdS0/NPtH7JRIJzx8b98c5O3Tvazsdvba/P6HP3rs8p+8L+k6/7/97vavX/+6V7frHkpKkf3ti9b4xv+voGZhISSQS+ty9y1VQOZCXMk1mpvN/+9P8jyW79OpVlyV9zS+e3SxJmptfmTHwo7a1Sx/56+Kkf/vZM5uG/p/LgPHfq/akDH5M/77kgZCrS+r1v+95U8b3/+/Da4f+f/3H36Jv7n/Phr0N+sJ9K1K9LSczNg0sAr3vttd0/cffoptfzh/zmkU7anTPl9+W8bNunJGvKy48QYceMDHja7/24Gqt3l0vSVq1q15/+Nx5LlM+1oKCai0okKTx2t7Yr49keH1PX0Ifv2tp0r/91/0r9fT3/mPo528/sk6LXQQIZuML963Qyz98j9bvbdQX71vheBInkUjo3BvmDP38jt8t0OYbp+mQKcmvQ3Nnjz5yx5LMn+voyx0lMSvJPjpZIM9Z188e87u/zC/Ujz54Wso2piZDMEI6N814vYwsKqzR3f+dumzcPDNf/1y2e8zvEwmNqGOXFtdqaXGt/vfdb9Ln/u6+Xbpl5vahxZHhbvjEW/SNd2eue4b7f49vkCSt3l2vlzaWa+aP3qPrpm9x9RltXb366B1LVdua/XlO5Uv3r9TmUm8DrJ20FjtrWvWRO5YkXah8ePlunXT4AfrE3UvV2dOv8ePy9KuPna1bZxWoq3fg51SLQ/9cVqIzjx0bgHXbnB2SBibD7v/axapq7ky6iLpz/++um75FT60daNef31CqZ773rpTH8qsXtgz1AaavL9PE8WPPQGFV61A/7exfv17GKju87bdlqkKKq1v18bsGzmu2zfonUtTzff0JffqeZSqpbZMk/fADpyV93S+e3awHl5RoT32bOnucTSZ/77F1erWgWpL02o7qLFKdXF9/Qlfcs0y79qfZJn+aW6i7Fxbr5R++V6cdnTkY5KYZ2/T7z7ze9icSCX3+7yu0vWLsTUF//8rb9OFzU9/c0p1mkv+ehcVDE/n3L96VMV2D3A5ROnv69LE7l6qyeeTNFT/8wGm6atqZQz/X7e/HNncOBO3+5Yvn64oLT3D3ZTkYzJdeu3F/23jb587T5y8+cej3339snRbs/06n/clMnl1Xql9/4i06ZMrEpGOxFzeWjwlyWrYz9Q0/qdrQQR9N0meau60y0MXAbIfM//2PVZKk2+cVasFP36ejUywY/O/Da4Zumlm2s1Z//sIFQ3+74aVtenT/zWm/emHr0O+3XNqkaz96trp6+/TxO5eofP+NRW7mCka/96oPnaF/r9o7VI5++dGz9e1L3zziGj2+aq9e+dF7Uvbxmjt79el7lmnWle91HVRXUNmiju4+TZ00Xk+v2adfPLd56G9/X7RTT37nndq4r1G3ziqQJN23aKcW/vwyx5//rUfWpvxbdXOnPnLHErXsrxvu/K8LXQVBv7ixTFc+uVHS/ut91ft09MEjr7eTuYv7F+/U714ZOL4bXto29PsJ4/L0+LffqarmTv3wiQ2O0yVJTe09+sgdi4cW2/7w2bfqi5ectL/eXKKq5tf7iwdMGq9XfvRenXJk6sXG4UbnjS9efMJQfZTOrto2ffzOpero6dO4POmf33j7mIClmpYuffSOJUP19R1fusBRmpz4yB1LdMWFxw8Fnf36xW1pXz9656199e362J1L1Nbdp7w86R9fvXgoADdIe+ra9LE7l6h9fzoe/PrFY25oenhZSdJr4nY3sYE+Yfox7DPrUt/40zUqZsivYWxff0Kfunupdte5D0YvqGzWp+5epi4HgZGDc1/T15dpT33biHLklT11Y/ubJbVtumb6Fs3cUqFHv/kOz78zma8/tHqo3sjGfz+wSt9+75tGzI0+u65U96QZx4+2bk99xtdc9cwmLdtZq/efefRQPXn7vELN/+n7Ui7Y37Nwp+5Z6GwOW5Kuf2Gr7l889vXz8qt03+Jd+t77sp+rn7+9WvO3D/TZ8vKkh75+iS+L79PXl+qnT28a8bsJ4/L0v+95k/6xZFcOu/9nfo3bOb0Nexv1y+e36NbPZp6vvHFGviaNH6fp//cunXv8oSPmgp5YvTdpnXPjjHyNH5fn6uaEdK7P0JaM9mpBlb75r7VKJAba3+s+evaY1wxfD0p3E1cQbpyRrwnj8vTUd9+Z9O8/fmqjpIH8+8DXLh5zo/6g0oYOx23o6pJ6ffXB1frj587TF4aNcdwYPe/wow+entXnpOOk2Ny3fyy8YW+jbvzkOerp69cn7l6qffWpb1wNo68+uEprdg/cLL5qV72j8pvOj1z2e524Zv8c6+LCGt35Xxd6/vmpdPb06aOj+t6jPbE6/SYfTsxMcmP9317bqUdW7NHsH7sfowXh3kU79cfZO1L+ffjQ82N3LtHOmoHy7PX89DXPbR7Wn01e5375gVUZ55GeW186dJPdx+9aknQu865Xi7Xw55elXD8ypbmzR+/43YKhn4fPYc3Lr9IDX78k6fuSjS2+dP/Kof/f9Mlz9PV3naI5PgbT2uQv84t054IiSSPHmpluqFm/tzHp75NtypLOxbfMV+EtmVZnX/etf63VY98KZmyB8OGRx4AHrn5u89AidVdv/1AwoSS9tsPdQPnnz252tAvR4ARzrpzsBOWW02BCSVpUVKPCqvR3OBvlwZp9qmDCVAZ3BlxaXDsU6JLN5ySzr75jKHgtlfnbqzNek7+/tnNoUj+dbHbUGlTb2p3x7nc3srnra3hg369f3KaePv+jV5MFE0rSzC0VanJ4t9WDSzMv1m+vaB4KJpSkp9buy+l6JbOxbpyaOtKnubWrN+Vul6t316tzf4Dtvvp234MJJWlbebNWl9TrVy9sdXVH6IokuyY+nCSIbdBDS0tU73IQYEKyPJFuwX+0VAMgSfrba8XZJGmMlzdXqLkzdT5LFkwoDewgM7yOlQYCIH72zKasynqq83KTgwXVdPIrmrVyV/1QoJpT/161x5dgwr317Z5P1jj1x9kFKXc9WVJUq9++sn1ogqavP6GbZuQPLQamq98yXaO5+VWqbe3SXa8WJf37M+tK1defGHGN1uxuUH558p2aE4nEiBsK1u1p0MpdyRfIlhbXOtod189HAN86q2DovGbbTKTazWxefuXQpL70+u4DyeyoanEcTFjZ1DliwuuVLd5NVs3Lr7QymHBQZ0+/bp213dFrR9/YsmJnXdJgQkmug1eGG74rQLJdPr26t+mZtfvGBBNKY/PV3xeN7Mf+5KlNo9+SkZ83NOV6s9fPn309AKuyqXMomFBy15/M5F9p+jnJTF+fenesTH2LZIEdmXZ5tk1LZ6/uWZi8jttZ0zpiB+7p68uG+sCShoIJRxtclHxuXdlQQKDkbq5g9Htvn1c4ohz99pWB+mT4Ndpe0Zxxx/CWzt6ku0068eSagfHw8GDCQVc/t3komFCSyps69XyavDVauoDeexYWDwUTSq8vXjrdAX4wmFAaOH438yLDpbp+vf0JXTt9c1b18YPLSkbs3HH1cwOLqE+u3jtmQbO9u09/mpt6MW/MZ4/KG06CCaWBvtvgzZT9CemqpzeOec29o+Ydhp/jXA3sKJf97g9/nlc4tKtWIiFd+aT3i91O/Glu4dDO8APp2DjmNU6vSSbD+4TJ7M0QwLe0Mpidm2dvrcwqmFCSbnl5u6NgwuFW7673JZhQSr2zkjRQhpIFHPplsN7IVrI5zZtmOA+++uXzWzO/SANt6PB6sqWzV3fv7wt69UjeVME/w9unXCUS0k+S1IteGB1MKA20Mfcvzj6YUEreXxvtqmfc97ufXLPP8Xi3u69fN+4Pxh8+F7StvDnlHHNffyKnG15z8ZOnNg2dcyftb7qbuILS25/IWB4TideDC5N5taDadRv6i2fH9gudmr115LzDYICHKQ/v3wX05c3lgQUTBvX0hPzy5qFgQsld+U2moa3b0YYt2R7dS5vK1dqVeY3LK0+u3pexz3CtyxvKk3k6xZNdWrt69df5ZvN/KumCCaXXr/GumtahYEKv9fb1p705Zjgn80g/emJD2v5zXVu3Hl62W71+1+0ui2C6Na3526tVlWTezYnBm+VymV8Mk1RtTUdPdk/1un+J8xu0Bz3tYj1paXHtiLYSGI6AQsADXj3GT0r9GFm/7KwxG8xXUOH+UQBhke1a4OCga0elP+fGi0AQN4+RjYotPj3u2I10QVPDLXPwSOA9SSbY+31YHW9xEHiazuBkWYWLRznnqrimNWVARSqFSR5rsnJX6uvg9LHNYXnkcSrpBiGLXAbcp9OaRT5LVccWeRjI7JVk+SuTVSkC1MJszrb0j81wexPHcJkmVxvbu7WwIPXnJ6s/vegf7qhsSVpfBynbx5U4sS1F0GWu/FwQ8ivNXhrc2cStdHVNEDdV5GqtwxulFhem3ikvapKVheT9yeR1YLqacUWafo4JXgUJDOd1P2xhinYqWaCtmwXj9Xuzv0kw2/c6eaTfqpLs+iLpynKyNjHZ7tnZSHV9sm1TvOzrDnKzeDa8a7KsOHm9tybFuZ6boc/lh9rWsTdbLSr0Z0dXL8wddcNi6kd2+juimzNqkd3N+NttcEGmPmFFU/r5zOJm59+XzdTEYEDA1vLs526Wpigrpoy+vqMFOU/ih1Q3HSUz+mZANxZ6uFt5kBo9fISjLYII3HM6JrDB6Juww3LNnZRHN+1Rusdeu5akqcmlXfDTpn12pisXXge6N2bYqMAL7QEGFA7f3MEUP+f4guDn+rnXjxvv6u3PeL5X7qqz7jHny9M8XULKvS1PtVlAVPh1NZcUuZ9fWOuyzikPOD4F4UFAIYDIsqsbFhyPn2ANwHYOy7yJusHPXdNyZW/KYKNcdwwLI5vLL6IlVVYjC8Im5EcASM90NfmhPy9ScXV0b1oG8Lr4jc7jgf42ABMiP+Ub9eMD4DsCCgHAMrku4DP4BnKTTRnyq9glDWKijIdaUI8ZCRvT2TrTzlbjIz+7ZAZnFYDNTLdNcTVzc0XKxxKGien8k1PXhQYaPhhdJtJls2zyb0VTp25P84hggLF49ky3aaPZlh5YhMxhHdaqAAAINwIKARjlxfq8H4+3GvbhkUNMBGAexdACEazf4Z/x48yVWl/7OabRKUEafmWPSJepUXI91vicKdjmE3ct9fwzbVjMpNmLIwsyniWCKIOztlZaUdYBeItyDUQXT8eALciKueH8+YvzC5MmmE4AYKuoVM7ZHkYcH+0HwHu3zilSUU27Ljr5Dbr50+e6fn9YaqIg24wwNU9hSmvU0Ix7K7vzSQmIGrdXNE6Bawg78momtKsj+T1f0NHT5+vnJ0OdDeQmKvOoQaFZCQ5tOBAjlPdI4XJ6j/7aWJwTy3A9jKHORSoEFALImg0T7gnxyArAZgt21EqS9ta365zjDjGcGmfM12yvc1K7hbYGNJ1w09+PUPFyh0LrJqoMpsevYujFomFQVQRVEUYjTwB2yXbew/RuK7m0hbbUQzbd6Mq8U+5GlwjbusSxQVYGPGFTGxUVNqw1ZWug30eeSCaIq0p5BFJjHAMgVzzyGEBSQU1++9mVMT2Bb0qm46YDGXIOsrWtef+Wmduzfi/zAhHkYTbN6qPsLCZJ2Vqm42RcVpVQuCuuICZkw1i3hzDJGIUqFaa4qfOCyqd+fk9QxxDGtiQI1HUIWqZAkKCyZJgDUsagfgMAhAj98nCz+fIF0bsz0Ye0ccyW7fqxjcdigk3rOPakBGFHQCGQQlw6v7kEl9kQmOZrCvL8/oLcWdQ3QQSQnwZkKvZenCenbUyy12X7/VxfIHt5eeYmBCi7znh9fZJ9mttuoZO+MpcXVnNQriIVuGFIrkNOy4esvnNe/cc3r8Y9j/ghvrkpe/Rps5DhnHFOneE85Y5ziDAj/zJmc4rzZC/Kcfa8ztdxiZ2wDWUAJhFQCCD0fOvo00DDMnQag8Fp9hAnE2GRIa9mdxNFcAUgp28yOBFkw80pQJT52Xe0bRI5zPVJrpcpl/f7eR1tyyNALlhgdsDlKaKKMISsjBAi28Ip2hb7BHFzrk07gsEfjC2Dw7gnNzY9gt2elCDsCCgEgJjxoj9jUZ8ofhyc+2w7rVzX7IVlmMX8SpxQoIMUxbMdxIRsGNudKFejUT42vC6M5c4UkwtTXCfkKpfsS/5DNmzpR4QlwNyLxUbKqjOcJwAAkErU+wle941TjTMJRPRX1PMp7EZAIZACQRcwhbwHRJ/TgVyy140enNk8mEg7kAwg3X39VKgIP3IxMNb8/Cptr2ge8bt0fehlxbXsWrBfVE9Dsj7HosIaAykBQiSi9UGchGnhLhFQoF9Yzgn9EmSrpbNH8/OrVFzdYjoprjS193j2WZSfaOKy2qOrty+w7+K628PmNQbAb/39CS0pqtGqXXX0M4BRJphOAACzwjLRlg1PjszA6cn1mgSRZPpTiDSPMni6j3Fazp28jvKY2rf+tSb1H5kkySgsu3t4IsOhJpRIu4sIxTA7XuawRILJzzj51iNrNS5P+ssXL9CnLjg+4+u//MAqfe6iE/Snz58fQOpy42U+zvmz0tV7Iaj4vv7QatNJgEWyzbOb9jVm933ZfZ0VYtUHRGDC0G4AXvN6Qbq5s0cfu3OJ9tV3aOL4cNXVH71ziekkeMr2sx/XsbGp47apicu13unrT+iz9y538X0Z/j7s/35dH5seMQqEXbZjQa/GkF7Up9mk5CdPb9SLG8slSd+59M267qNne5AS7zCWgknsUAggqaA64fT1c8P5A+zAXUtmJasKt5Y1aeEO+3YmClO9HeWbDoKR/GK7OauJRAALFVxmV0JUhCOvPyFd+eTGoZ8z1a/PritVdUunJ98dlvrRafck5evo30RetpfYpv6M32n59Uvb/P0ChJJFRSA0Rlc3tDAOkNEwymMr92hffYckqacvuFLkRd+3rLEj+++3sE/qNEX2pTzakmUVm/qtprgJ9Jm7rVJby5ozvzALFhZlAB6xaZ7MbUrKGzuGggkl6f7Fu9Td2+9tosKA9hIpEFAIINR87aKEtPEMabLhIRsn2rJl5A7DDN/JRJR9kuX4TaWN7t9kqTjcaRuhamsYOw8q+rkJSG1wARawSbJ6OQrtYtiOIVV6vTyOIM9JDLqPgWLXxszCVuZjK4ZZOUrl98UN5ZlfBAA5WFRoz83Z9GcRpKj2ZcNWjkwkd2dN65jfdWb56Pcorc0CgwgoBGIuSpMqvrD89NA3yU3YTp/fnX/y034ZToQX58nLutdpvgjb4NFvNt01lwkD0QBYfIpNJS2IQFbqJZhgcXEPBOUuerikyMRtubelnrAkGUnZ0paEaU5v9DnzLeW2XJwAMEx0Jkxjf8ArYawfQphkOBDGvAhECWUQQK4IKARgVK6Tn+GZOg1Opv4h5yzkPBoA2LJIFGV+neMwDQLDlFYgExOBnVGvq70MWqS6yV3Esxs8Nlh8o9zWD6+jvCgfcStjQbVhjh/t7W8ygNjLFLQV5fYiG3HYhR7wC+UHqZA1gjfynHMBbMdN68hVqnqWrOUvTi9MIqAQgFF+3iWacwfGUAtNxwupkDcA74R5N4+ghOkcmRbF+plJRiA+WHhLjnoQYUa5RpiRffejGQo9r7sS7LZoD+qp8KBLDwBAZqwFIZUJphMAwF8sgoQPVwwwK4gymMsCX5jqCJNpZQAET1l+kwHdPURRXOtxL4+bqsE7fp5Lo/2leBazQJhumx19P9ffd6bzQTpeByZlOlaLTwUcSiQSem59maavL9WZxx6sX/znWZo6abzpZCEApuuy0V/PegdsQ5ZMbVNpo+5+tVgHTh6vs489xHRyEFJBDFsoxog7blxBKgQUAsiaF41Lrgtm/bRvrnmxaBSVhaeIHMYYTh79EZaJjrxR/yJ7YbnmQQnTACmb/O9FPR3kOYpKu+KE28WPKC+W2Hzdk573PNmd6Ijxqw6KcplygkfEhYObyxTvHB2uajksabUlmTadrzCNHUzhDPkgQxkIuoxsK2/Wz57ZJElavrNOh06dqB9ffkawichCXG9SgR3Ifc7FfZzmJ5P9mG/8c41au3olSa9sqRzzdy9SRjmLvsF8EsU23e/+nNef73dVTUuQXPRyPsKERx4DCD1fOzAGei90DJCrbCdgbFqwGRSWAYTJOa8oDqTdSpbnWfQLF+aNkavAFh8inFmje2TIJFW2Jk+YQ5XmvTgdqxSN443CMeB1bq4nl95ON7+cP+Lnv84vMpSS+KJeRJj84PH1KqpqCfQ7mSO1z2AwIcLA/vLDfD/iipwPk9ihEEghNh0Tw31EGwOYhtictjSYXALsl9MjjynknhiYZORcAib7vKGb7PfhVFGle4dzibDKtSa0tSaNe5kM85wSO5nGQ9D9sPCWCHO6e/tNJ2GEiqZO00kAQsdU3WdDUz5zc4XW7q43nQwAQMyYbALDPOYJ3Tw9AsMOhQCyZn/jEuam2z8sDgC5CfPiIMLJ2AS09e18sEy0n1Gvb2zuktBfgilelvukO/i6iPKiFLyOczES5wNxk22/mO7E64Lq1Ua795w7xnjBIj96I+43KYRZVXOX6SQgBqgiEFZRn/c1hbM6gPMArxBQCACWoZFHWj7O/do4QcdUt7eCvsQ8CtqceB998KI4AURAHUzzpx6PXln1E2cLqTy+ep+aO3tMJ8NTNo6FcuGoGY/YMQfJlvxiUx+UnfSDl80ptynPIDzINUB8uG1b/Gz+A99NmcrOWlwbe0Rxujiq+SuClwqGEFAIpBCbQISINpTpNLZ3m05C7PX09augsln1bVwLN7ZXNqugotmTz4pix98rXg0g/BqIjP5YrmV2uvu8e3xUpYtHP/l5uRKJhIqrW1XW2OHN51nUSahuMft4rYLKFtW0BH9nvZv+6L76dpXUtnn23UEsCvtVHtq6enN6f2dPnwoqx7a31S1dKqxqzemzmzp6VFDZrM6ePknJ6/Dq5k7tqGxRf789ZdAEm+qgoOyubdO+em/qcCl5YLDXwcImr1LfsDLS2B7O4LaWzh7tqGzx5bMH67KmDu/PzfaKZn3q7mWqbU3dNmbKakHXcenqlB2VLapJcyxhVG2g3+I1xjlm7KnLrj/Zn6Hv6KZryaWHl/bWtw/1vcOopqVLBZXNI/o9QVu/pyFtmx+E+rZuFVQ2q8fDuRzYw+v5DCAOsukrN3f2qri6hRtBkFKmfDXYHveOao/JUgP8GsdQZmHSBNMJAIAgbS1r0tcfWm06Gb4qbUi/COlFhybXvsvn/75CG/c16tCpE/XQ/1ysi04+3INUuRe2Lth3H11nOgnG2L6Y5FfQg5Oy5rQ8VjR16s1HHZRbglxKd14sv6SuXPrHhb5+vtNrfN3zW/TE6n2aMC5PvSELREqXVxYWVOv//r0+wNSM9TXL+w7/WLJLf5q7Q4mE9P3LTtXVHz7LdJIc8bJuH8xBe+ra9MX7V2b9OXWtXfrS/StVVD02cPDHT23M+nOlgYCVrzy4SjUtXTrzmIP15HfemfR1l962UJ09/frgWUfrga9fbM1ukc+uK9XnLjrBdDJScnKacg0I9dNtcwp0z8KdppMRKl9+YKUe++Y7tL2iRatK6n39Li9a1dFleU9dm/77H6s8uxFguIa2bn3p/pXaUdWiow6e7PnnS1JJbZsuvmV+Vu9NJBL65r/WeJyi7P3nXxebToLnunv7NS+/Sh96yzGmkxIJW8ubRvzstGkO27rPnQuK9Od5hVm9938fXutxamAbS7qkWfnU3cv048tPN50M15YW1eq7j65VW3ef/uPNRxgLKvzhExs0YVye7v/aRfrAWcG3K+v2NOi7j65Vc2evLjzpME0cxz4pUXPpbQtD12YON3xOa199u8GU5N73yKWur2jyflzjRIibJyMu//NifeHiE/THz50/4vdhbue9QMCWM199cGCO/G0nHabHv/1OTZk43nCKchf3vD/o2XWl+o9TjzCdDFiInjeQQhx3xAhStnc85+q3M7erzvJd8XLtuD60rCT95+f06d7YuK9R0sAuPb+ZkW82MQgFxnO5u3/xLtNJ8I3pYBsvdzvM1u7aNj2xep8khS6YMJOfP7tZHSHeUWI0P67ObXN2DNWT9762M9a7Md+xoCin9/9r+e6kwYReuG1OwdBOlzuqWvTIij1JX9fZM1CnLCio1oqddb6kJRs/e2aT6STk7Pa5Ozwpg173Sxrbuz0NJhxcxIr6hPjKXfWal1+lW2aGczxxx4IiX4IJJenfq/ZoR9XAzocmdtjNZFlxnRbuqDGdjMjLtt5mPWWssO6C6kZ7d2/WwYROBDViCkvbRzlLzY9rmK7vbbNrn9+stu6BsfCKXXXaZXAHt97+hP5m6OaXG1/apubOgV3oN+xt1Ord/t5I4kQ4aprwCEnV7chdr+Y2J+GHoJ7Gdu9r7uuIsLTbUfP02lIV+zT3hXhYv7dRL2+u8PxzqRLMeW59qekkwFIEFAIwYuUu/xdHk3U8VgTwvXHgZezOptKmzC9CbHF3kHf2Gr5DdjQvx4ZRn3xyUg6W7az1/nstWeYK4tFKfuQgL7Jltje42LwL23B+5LHp68tyev+drxZ7lJKxZXf+9uoRP/9lfuZF+5c2lXuWHki1rXYG23pdZt3u1hfmVvTJNft8351Q8ifwI9f6Kh0/g4K88MJG/47dFjZ0T/143DWiq9ynAOdUGOvnjnPojok54VznKvbVm9ntK5W1exqMfO/gTRJAJjbUi0+vjW9ARrWFNzIhtaVFI2/wStdkmZ5797NsW1Bt+Mrt8bm51I+s2P36+0I9s+QdzgKiiIBCIO6i3lvCGFxySHYscIVVsgAYt+fTlkAthAO5BX6iPYCtaCv9wVmNB9O7N0v2tS82pMdUGlzXp+azjyTaASfCdI5Gp9Sv8mBD/QcAAADv+dn3tWC4CKTEGAcmEVAIwAgbJvOdMJHMkJwaIBA21hXG77Ya9fU2jyVsvH6mZXO9OI32I6+bZ+M1sDFNAOJhnMX9QwAAAACwQojHTV4n3eY1BqTm9XUznQ9Mf7+tTO8SingjoBCAUUTV58Z4YBMihfw0wKvOOdVbenE9PYz9kgvT7ipOeVUHZJNn0tZjFp1q6kmk41u/hHoYIZJtvzSK7SqCQ+6Jp6iMU+K02JbNodrePuTlMVeMaIlTnQR7MeefBqcmVPzIy2HPAiabmeHfbVNz5+djnoE4IqAQQNZsGYjY2thbO/1lbcKCF+dTEbb52bClN5OoHY+N4naObW0LnbKlTxFHcSsrYRP2su0E5d8/fp5Z2wMSYs+CyxNc+2LBwcbI3rr2wL7L5vYhDu0z/EUfHIivvv6EHlxaYjoZkWSqao1zv4D2zJxcA/DDFMAf5zIG98gugLcIKAQiLs4NZ5yPHYiKEI1rA2PzwhqA16Wa7GISDHDGbcAaZct7Ts4pu67YKV5daGd5kKzqjc/ft1x9/ZxMIFfUSfHAZUYyDy0t0c0v55tORiRR5qKFdYH0ch2LM5YHBlDXAOkRUAjAiMGuKu30WJwTIHxMDr8Z8CTHnAhgPy/vhibYOrzY6c78RD5XIHroH5oX1b5oVXOXXttRHch30T5Em1/1VFTLHoBwSjbm/e0r2w2kJL6YK3CHdhSASSbqIOo9ID0CCgHAMn73XZiUjz76v9EWpgFOUEkN0znJZuEsTMcH72Uz+R2WLEOPhPINxImrOi/HusH2MZ/dqfNPVAI9a1u7TCcB+3kZJEGXBJlEpAoDAFjEi/5HXPswXj/ymHYebhGwPRbzvIgiAgqBmDPVSaRRTYNzExhONbwSljrN9A5IQJxEJWgAQPRl0ztg4tgeydqbcRa0QXQ7LeIyP2RanOTawgvkIwCA1yzoAsdO6NtzMk3sDWaB0OflFNzOTzOfDWA0AgqBmMulj2T7rgdxYOoacO0RZZnqRaeDy6gOQl0xeBIY/IZLFMuLF8eU7We4yf4mz33Uy2nUjw+wQdTLWdbtQNRPTBYIgvUOZxLInRfVNFU9YL/FhTX61r/WauGOatNJAZBMiDu2QXYDojhvawvbzq2b9AxfJ7bsMFyhTw2kR0AhkMqw1q+zp0/t3b3m0uJCe3evOnv6TCcjoyAaaJML+Tbz4tyzGGO3qPV/O3v61NnTbzoZWevrT6i1q1d9/d6Um7DVS2FqQ4EgdHS766dFOYjfyyMLW93oVBz6XF4do9M+bvTPaHpRmyj1s+wbrVdcXKdk6bT9Mnt7am0/2vCxpZ6wJR3J2Jy2bEW1L2Wj1q5ezndMcJ0hSfO3V+kb/1yjssYO00mJpSjPqfghin0c2KWzp8/93Oj+fBm18hz2fkJU5iyTXYfu3vCuRw6KxtWBDQgoBDKYvbVCF908T+feMEf3vrbTdHLSuvvVIp1zwxxdfMt8zcuvMp2ctMLeUXIiiEOMSoctiu5bZHd9kYyN5XLm5gq97eZ5+vIDq0wnJSsNbd36wn0rdO4Nc/SZe5erpqXL1fstvCSuzNlWFUgbymQXTLtv0S5Hr7trQZHO/81cV59NWw9EX5C7yW3a1xjYd8Eg+kbwkY3jxqBF4RzQxzTnS/evVFF1a86fE4V8mEwiqgeG2PvLvELTSUAMUINmL+7nLoh5iWfXleq8m+bqvJvm6LGVe3z/PgTHq/6bLWOUi2+ZrwXb7Y6zAIJCQCGQwbXTt6itu0/9CekPswvU0NZtOklJ1bZ26U9zC5VIDNzpet3zW0wnyRGCQBBFTe09+v2sAtPJiIRrp29Ru8s71mzyxJq9WrenQdLAAn7cBspLi2tD0YYCuc55/GV+5oWBmpYu3e5yASHbfpIdUy+Z8UjOzIK8+9pJOfBjx9kw3mEeljKW7Jp61UcN43XLRdiqK6fJ9XOyPmznLNJcXmYunXfC0l6YQB0BIMyyCZwoD3CHwrhWscwxJBe3sRuy43dAf29fv65+brO6e/vV05fQr17YatfT9ui4WyG/vDnnz3Bb46VqOn71wlb3321RdWtRUhByBBQCGTS094z4eXFRjaGUpDc6Ut7tLlhBs+Uug3RMNbb2nxlksrS41nQSIqPXo8cE+y1VnfbH2TtG/HzHgqIgkmOt4W1oXCf5/JrEC0dJSS0O2WFufqXr97A5B2yzkd3tfBHkTjx76toD+y6YE69+lrPyQ5vqHKcqHgguAAAAsRfj7lDQQ8bK5k71jVrr2VHZ4ui9g2O5MKwrB83r62h6KuGfy3YH/p2p5goqmjqDTQhgqQmmEwBYK8YdSQDhxrAKYeBl8ESYFoiZ+IBbYcrfGIlrZyceo+eckzYrLmcz8GyT4/eNs3w+w/LkIQP6s9EUlesajaMAEEV+9ydrW7v0mxn5Km/sUFULQRCDotK+5cLmc8DwHMiNyTI0/LttKsom0+LX9aCuhEkEFAKpxKRyNj2R78X3p7pUuQ6UTGUBFjkBs4IogrnsGjM6eewsEX1xaBVo+uLJ9F2vNsh0Dmye+Ed0MP6wl5Mrk6wecdrX9LMfGfdslaxcGTsnLi8zzXN4DJThcBa2uNcRYRSv3W+9QV8eQfrdzO16aVO56WQA4RLiajrXZnl0X4x2HgCQDI88BmBUiPvrvvH7nDAseB3nAtlIVkZZDAHCLc5zZiarrxifdgzj1UKr07aYSXLnuGnBYwGeznhduXgdrQ0Y+zhH7gTco68GZGf6hjLTSQAAWCaoeZ0w997oegLpEVAIpMFODenlsvjHqUWUcQcykJnfiwRRGgfSH4kvrjzgvXjVqbnu2G7/ufKzOzH8+D35ngBPJxPiyAXBPAizWDXzAAAruG17Gtq6/UmIB2hH4yNMXf4wzE3EnVdXyES+jGq9F9HDggEEFAIuhW1i1faG0PazaaKj6uacmLq+UdmtxPLiAUP8HvxUNHXkVILiFQgRPb7Vnz7ki5B1eXLiR7Hy6iMjXeTjlMlCwNHliHJ+BCKF+hWZZTvfQVNgjzAvrtINBADE1Wf/vtx0EgBXwtvjRJjHCwDsMMF0AgDYiYm93Nl6Crm20efkEpMNzLlzQZHpJMRClIbKYbuZAd7x48o7DWoNogx5eXw2Bl5SdJ2Jyo0qdvLv3MYhf3ueN918XI5f7fT6+Lm4EIc8ElVcusyclh0LuyfGuKoCc6hAqHsAIL7C0gTsqmmLTCch9O1u2NMfE4Njcz/njwi8i6/Q12OAz9ihEEghITsXJuFcrtePPgTCyknWp3pLze+yv2pXfU7vH33twjrgYadF+wV5iaKYHUwWzSiez6jKdK24lrAVedNnOZ7fcQ4aodKG9ty+BABcoNmwQ1jnD8KK/hKGI1gFw+2qbTOdBE/YUM/FdY7Z6+A6ugjRFNRNvF4VQxPF2cvvjGdthKhjh0IgIsK6swe7LuWG0wd4L8qPKbUwSfAKDQJCiGwLE+LVFjo72jCPyYLqb5nq12W7OOZkfuADf1qkCePDe+3dCvoaJvs6U0XN86+1caCDnEXlskblOOIqrPPbABAVIR4aZod+A5A1W/vdcavGAL8RUAikkKdw9SVN3OGWyyRPmM5t0Pw+N0zO+c/WjjTsQPYY4HfwQuxqOiqeSDJ5VYMoQ/RJ7GIsYMqjnB67hQ9L0PzYyUl56O7rV3eff2kgbyDK6MP4K647DWEA1x+Al2iz7cbOnTkga3uK7gdsRl0JkwgoBFyKSx+NzpM5bs59f8gXfoEwSja57deEt9efy8S8BULUkSA4JzdhKW1RqRei2jehHCIbbrONyXrA5jpoeL0StrLoZXJtvkYww7Yc8Y7fzVd3b79u+MQ5ppMCALBAv6kJc5iXpBMcxFyBTfMRUeq7h20MFjZhPL02lbWw8b9ttOfa2JMSIBoIKARS+O8HViX9/eqSet0+d4fauvt0yhEHaFdNW87ftaeuTVc+uVG769x9Vldvn254cZtmb6tUY3tPzukY7tl1pXpoaYnq2rpTvqa3r3/M7x5dsdvR51//wladfezB2lbelG0SM9pS2qQfPrFBje3d+umHztR/v+MkV+9/eXOFXt5ckfX3v7SpXN95dJ3r9+2tb9cFv5nr6JreOqtAMzdXqLqlUxPHj1NpQ0fG9yzfWes6TYM+/NfF6utPqKi6NevPSGbWluzPsxutXb26+tnNWrazVu8+7Ui1dfVmfM8p18zUhHHOhleN7d266ulNWlBQnWtSc7Jhb6Mu+M1cvfX4Q3XTJ8/R72cVaM3uer3/zKP1uyveqqmTxid93x9mF+jXH39LqB9754WbX85P+/cP3L5oxM9Pfeedrj6/pLZNJbXO6vvn1peO+d13s6hXBl3+58Wu33PRzfP048tP11f/45Ssv3fQlU9u1N2vFuvPX7hAxR7WI+/940JJ0vGHTdWtn32rdla36sYZ6a9jkE65ZqbG5UmfuuB4XXjSYa7f356mrjrlmpk5pCy9WVsrfftsp371wpZAvucrDybv9+Xi1lkFeuvxh+rHT23Uuj0NWX9Oe3fmtmq0//rHypR/+/uinfr7op2aNGGcTnjDVO12WB/54brnvbu+/Qnp969sz+kzLvjNXI9SM+Djdy3VrCvfq6aOHv30qY1JX5Osnh9t+vpS/X5WgQ6a7Hz4XtPS5eh1nT19mjIxeb8gKD19/bp2+hbN2lqh8044TH/+wvk68qDJvn3fnrr2Mb8brEvPOvZg/fVLF+isYw/R4sIaXTt9i/r6E7rxk+fow+cem/V3JhIJdfb069rpm5P+/Yv3py6z2fjXit367SvbVZ9mLOdEEGtR7/nDwpzev6iwxqOUjLWsuE4PLS3RbzL0DZ3aVdM2lNfOOOagtK8932F99L8Pr9GrScYe5U2d7hPoseH10OytFfreY+t9+Z4nVu919LpP3L3Ul+9PpaKpU3vr2nXSEQekfV1ff0Ln3ThHbX5uF5lEuj5kXVu3zr5+dsq/+1U3nPmrWZo6abwuP/sY3fLpcx2/r6p5IK9d/8JWfxI2TEd3n375/BZ19Iy9Xl/4+wr99UsX6OiDJ+s3L+frpU3lWc3VZerff+G+FVpdUp/y743t3TrsgEl6aVO5bklTfz20rETTN5Tq3acdqT989jzX6XSrvD1Ps7dV6wPnHKdLfjsQBJrK6DG3Gw8tK3H1+p6+fk0cPy7r77PBw8tKdOerxTrqoMn68xfP1znHHerL9zidx8jFR+9c4vt3+Gn4fO533/dmTbIsb3kxf3DF35bp+f9794jfPeJwPSAoZ6Vpw7xy+7xC1+9Zuave8zmc6s48XbligrTiVU8/10bn3jDHdBJS6uju0wGTzC63/2ZGvqZvKE3a90i2S2MikdBf5xfp3kU7h9rky848Sq/tcDe+emrtPj21dl92iZa0rbxZ1zy3WXWt3bry8tP1tWHzz+WN/o9p3v67Bb5/h5fuWVisH7z/NE8+6/oXt+n6F7dlfN3bbp6no3yao/nUPcv0piMPzPi6vfXtrurPffXt+vFTG7WzJvP6w52vFuvOV4sdf/ag826co9u/cIE+9JZjXL930KqSer20sTzr90sD4+Giqhb99UsX6IQ3jB173r2wWHcvdHZ8TtZLh8uvaNb3H1unP37O2Vhi077GjK9JtzQ5e2ulbnxpm8aPy9PvP/NWXXrGUapo6tDlty/Kejz9n39ZrE9feHzKv3/30bW67fPn65ApEx193uLCGv0kxRxwLrIZV7Z0ul9TuOS383XQ5Am67XPn6eJTDnf9fkSTXSMaIAQeXblHu+vaVdPSpTW7G9IG3DlR3dypO+YXaeO+RtcNwsKCaj25Zp/nwYTSwCRRpmNLtkhxw0uZO6DDX/v02syLqJmkuuvq5pn5Kq5uVW1rt3794lY1tud2rdzKJRjRzTXdUtakquYuR8GEkrR+b2OWqZIKKls8DyaUpGumBxMw8vyGMs3cUqHG9h7N3FzheIfHXocvfGL1PuPBhIMa23u0pKhWH7tzqeblV6mxvUfPbyjTrK2p8+U/l+3W5lL/gnyj6hsPr/Hlczu6+/S7Vwp8+Ww36tq6dcNL21TX2pV20cepoupW3TLTn2C/ssYOfetfa60KJhzUnxiog2ZtcR+kN2NzbhMLYfbYSmdBAjbaW9+ubz+yNqdgQkl6MceJpVS6e/u1q6bN2G7HXtuwt0H3Ld6V02f40ae+dVaBrn9ha9bBPW3dfbp2+hbVtHS5WsT9/SxnwZVztpkPHF5UWKMnVu9VY3uPFhfW6JEVeySZ2Y2goLJFf5y9Q4lEQtdO36Kyxg5VNnfq2umbk95M5dTm0ibN3FKhF3wqz8m+L9dgwqCUNTobw5jiVTDhaIVV3oypkgUT2mJHVYukgWCdK5/caDYxhtz5alHG1ywpqgk8mNCJZAFzfuvq7Vdje4+eXVeqeflVrt/f4nIBLBuztlZo+oaypH9bvbtef1+0U8t21umRFXt86VdIShtMKA3MS3T29Ona5zarOsMNBoNzIy9uLAskiPzXMwr02Mo9nowrvTI/i7xmk+qWTt30cr7q27q1o6pFt84yP4cQZ8PL/X2LdumuLAIUbLdhb6MK97fx0sANBG7WA4LQnUO/3YnOnj49viq8cxVh1eqknTc0v/GKBTfkPrSsxFXfo6CyRXcsKBrRJrsNJvTC72ZuV2FVq+raunXjS9tU2/p63+Xvi3YGnh7b3TZnh3btD5JLtuOcH7vQDfYx/OLHDQt/e61Y6/Y0+NYfl6Tmzl5dO32z+nI859d6cLP12j0Numdh7uXl5c3lrh8TP2trpaavTz4+Gi3TRh5S6pvXevsGbtKtbO5UWWOHrnt+ixKJhP7+2s6cxtM7qlr0h9mp+89ztlXpuXXu4hieTzFezEWmcV0y2cwXDc4//9pBsDHig4BCwLCHl+9OORmZyY8snJR303faVt7sX0I0Mvq+tz+hZ102+ghOU4d/Hfvh/N6xIF3H05TRC0E/fXpT2tf/LsfdneKovbvPl8WXPfXmdg0brT8hPb5qr1aV1HnyeasyLILlosuixalkVuxyfw69CjqwWVQfWVFQmfuE29ocAxKzFbYr4mRSyoRFhTU53Ywxd1tlVvWa08k8v4N8nDxuaV/9yICyOxcU7X+v2+9y9/pUXi2oHpqgHNTQ3qPNZa/fdOH2MVK/e2W7fvZM+j4YEFXr9jRY3z9LJdegJydzEP/zT39uTgq7Hz6xwXQSkso0nn5kxR5d/Wzy3WiD8ofZBVpaVOtqYe2Xz/u/u6M0EPR525wdgXyXU4+t2mM6CTl5dMWeEX2gJUXpn0oSoSdhwqCfPr1x6P//XrUndvlqaYZyhvgJYpfkXCSbc7t9rh3t8fA5r/6E9O9hNxbbfPOUSYPB6sk2wdjXMPaJDHH0xOrsd810o7a1W9srclvnzjUgcZDTnfvTufq57IIbnd5YkMsc96bSJjUMCxAtbehQTUuX/rXC/778TRZuXuG3/BzzNaKFgELAsL4cRtw23dEbBl51zIAoSHWfkdPdGBE/fYlEZHYyAxA9PX3RrKDov5qRbIiWy0JpWPtX6XaJNLGDJMzINUigP8RRBuRzZKOr1/yOk2Eud0Hzc+eaIIS1j4Fw6x029orjeIU61mL03RyzdQ4ll/XSuKDth59svenf7Y29ALxDQCFgmuE2MI8ZcgDIGcMZADCLiaVgcJYBIHy8nvYJqs1lvgrwHsUKAGA15naAUKLoAtFFQCEQYkwCuUN/BnhdqvJAtZIdBkwAYBbVMPwXv1xG/wZx53UZiEqZishhRFo218jW3UgAAAAAxBsjFcAcAgoBhB53rQOA/5bvrDOdBAABondlhzhPmJns4sdteJFbPotzLgWAsagVAcRJzLrNsBz5MfzoRwFm5RmuSeM2HweEwQTTCQDijg5y7njEHQDT4rCbw+qSek0cv9N0MhBRNOXJcV4QZ+R/u3F94iPOlzoOffxsUP4Be7DmCgAZ0G8BAN/5XdXS5wXMYYdCIMQcNaAMmAC4wB1A3sn1XNq4ULesmF0KAQDxZGO7DABOUH/FD9ccAACkE6U1ALo9r6MPiLBLlYfJ2oA5BBQCMcfufgCQu2RVKdUrAASHOtdOYb0uph/xYouQXj4AERHWmjisbV9Y0x1nCfZRhSF5UYpEAgAA4UR3BAgEAYVAiDF4B5Atag/7UcUDMFkPsDhphzg3BW7zP+1msDjfQHwF1UegLwIAIUCnEBZJul5GFgUA3xm5OYkBIxAIAgqBmItTUCJ3WwPwC9ULAD/QdwFZAIBpPNUg/GI07YMh7sttXPNJmKs4dlQGzAhxtRF59FvDj0sIAIBdCCgEDGOQkzvOIADjqMsBwKioPvCN5gUAoiMqAVvMY6UX1vMT0mTHnttqJSLVEGxC5QEAAABEFgGFQIgxCeROVCbvAT9xhzsAEz5+11LTScAobV29uvrZzaaT4RjrWNHj9pqSB7xHrxBSvNto6hWzqIMQBOYKAfeaO3pMJ8Eoqg1EAfk4mujXIOxc5WHyOxCICaYTAABBYTEAgF/8qF6oswCY9ODSEpU2dJhOhmNRnTTNy7OrPbApLUGL8aGnFec8ERcFlS2mkwAAACxS1jhsnBjVgRhCKY/8iJhjfI6wIw8D9mGHQsAwGkcAJqSseph3yQp1OYCoCVMwoUQ9HEUm14Iyfbfb/Eb3CnHGDuiIG7okAABYhIY5VBJcsIwYXQEAgkRAIYDQowMNAACiiIlU56IaUBjV44obLiPijLYMAOxBjQwAAExgfivaEh5dYDaaBexDQCGA0KMfCgAAAOTGjz41/fRw4/oBSIbFQPtxjeKBgG0AQNTQh8mMU4RUvArqMykChwBEDgGFQIh5EalPsD8QT5R9b/kxkc/dWAB4TCTizLZJRNvSE4Q4HjMQRWHtT4R2PETdCSBGwlpVI5pC23cAYoDyGQ5cJwCjEVAIAACQIxbcAQCIDuZPASA1dkUDAAAAANaFBvl9GjjPgDkEFAKG0QYGh0lvIDMW0LOTrHbJtc5hkASAvgvizORd0V6XPPpXAKTo9O+jchwYKa7XNczHHdbdR4GwC3G1AURSmNtyr3EqAABeI6AQCDEnE0eZFqLpYAIAAACAf2wfc7EAAyAbCSqPpGw4KzakAcFwewMGIYjwGo9GBADEmU3toBfDs2w/w++hoU3nGYib0AYUrl27Vr/5zW80bdo0nXDCCZo8ebIOOuggnXHGGfrGN76hpUuXmk4iAACICdbSAMAsghrg5eQi85QAJPr4AAAAocfgLlTofgNIhrE5YM4E0wnIxqWXXqolS5aM+X13d7eKiopUVFSkhx9+WF/72tf0j3/8Q5MmTTKQSsCZnBpBBkMD6EgAnuFOH+/w+CEAQJjY1Gp94q6l2lLWZDoZsZJtUC5DMQCIhkxPOImqsM+BsLgK08iDsB55NKm8sDeAAHwRpqqB9TcgGKEMKCwvL5ckHXfccfr85z+v9773vTrppJPU19enFStW6Pbbb1dZWZkeeeQR9fT06PHHHzecYsBeNLcAkLu4Lr4AAOLFbXuXbZBaNsGEfi9m5rILZljHXGGaSAaQmtdlmZFPeuyajKAwDwGYQRcZYROmrkmY0moj6ifECX1hIBihDCg866yz9Lvf/U6f/exnNX78+BF/e+c736mvfvWreve7363CwkI98cQT+t73vqdLL73UUGoBAADcYxEfAABDaIMBiAWKVFjoBezBvAFMIw/CJmRHwF6MIfzHKQbgh1AGFL788stp/37kkUfq9ttv1yc+8QlJ0rPPPktAISKJAdKAXzy32dHrdlS2+JwSIBweWLJLv59VkPRvK3fVq7KpU8ceOiXgVIWcD6M1BtkA4BxVJmwW1vw5e2ul6SQAoffDJzZoxqZyHXXwZL3/zKMC//6tPD7eM/vq2x29rq27z+eUZLa5lOseZ797ZXtg30VfIb6+9+g6nXr0gcxdwbiHlpZodUm9LjvzqKTjrvsW7wo8Tbb56dObdPHJh+ukIw4Y+l1LZ4/BFHmLm4BeV9fWbToJY/zi2U362bQzTSfDN7SD5gT5yOOevn599cFVWrmrPrDvBGwxznQC/PL+979/6P87d+40mBIAtnhxY7npJABWuGXmdvX1px7p/N+/1wWYmmhg3AgACDvasvTieH5KattMJwEREOQkv41mbBqYh6hp6dLTa0sD//4v3b9SnT3eBrgNLtr6vXhm265X335krekkOPb3RcyFx9n9AQbPfO8x5o/iava2St2zcKf+9hr1Dcz6zcv5mr2tUtdM36LG9ugEyXntfx5ercSwztua3Q0GU+OtVzZXmE6CNf7nodWmkzDG02tL9cMnNljXt4e3oh7Ye+usAoIJEVuRDSjs6uoa+v/oxyIDNol6IwsgfNbvbVRzhO5SBAAA3ohLYJDXxxmPswZETxR2m2jt6tX6vY2mkxEJBTz1AgAAhNSumjYVV7eaToYvbpyRbzoJgUo3v9DS1RtYOtxYVVKvnr4IDK5glSDjKx5cWhLYdwG2iWxA4aJFi4b+f/bZZxtMCQAA4dPHAM+VRBRWGwFYh6rFOc5VMOJyM1RcjhMAgLgLcx8ymxsg2B0IyF2Iqw3EXFu3t7tW+4GxeHSxfgIA4TTBdAL80N/fr1tvvXXo5y984QuuP6O0NP1jSCoqXt9CuaOjQx0dHa6/A2Z1dnaaToIkqbfHvztGOjo61JFhl7Hunu7Q5N+wpBOIgo7OTk0ZZ/8kgy16ktTl/f25nb/huy0DiKfeHnaLdao/0W86CaE12MfucZDfurq63X12p//998H09/V5129JNlbs7u4a+i63Y8m+fsvzZyLheqzV19enjo4Oa8bVsFNHR4e6u8Pbp3Vah8VtrqKnu0cdHR3q93lRsL+fRccgxXX8mUj0h7YMd3d3qbfX3byyn/PQQFx0d7sbEyEewtCWdHR2Wp/O3p7erNJo+3F5aXAsHjZRnTvosmi8297RnvNnZDu3lutYYmhuL8WaWrLP7+q059xHURjrmbjz65pFMqDwL3/5i1avXi1J+sxnPqOLLrrI9WeceOKJjl+7ePFiHXnkka6/AzYwXwT27N2rbDcLHQhWSX1r6dy5c9XWI6U7zm1bt+qAqi1pX2OLuXPnKgzpBKJg4cKFOmiiRJlzZs+ePRpdl9fX14/5nRvLly8X5x+It6LiIknjTScjFAYmlthyJRsDfWxpR0WeMuW3devWZXzNcPPmzZffbdlg+isqxsmrhzAsem2RRqd7zeo1atgx8P+6To35ezqNjY2yOX/29PRo7tx5cnNMdXV1mjt3rsrb5ep9iJe5c+eqqClz3WKrBQtelZP8Hbe5iqLiIs3tKNRAvJ9/x93c3Cyb686oWbFypeKUjwc1N7cM9SXCdvxr1qzVrqY8uen/7CwpcfV6AGNt3LhRYe3bwD9haEtWr1ql6qGnA9uZzt27d2vu3F37f3Kexjj1xysqKjR3bpnCdrxLly1T2NLsxMoVK2TLcXkxB1dXV6ds+opr17qbLxxtsA6tq0s+t7dmzWqNPrbXXnttzO/gndfbNYRFbW2tL58budHjokWLdM0110iSjj76aN17772GUwQAAKIu2d4Z7KcBAAGi0rUT1wUAIoenlQEAAIQPXTgAYUX9BZgTqbDdbdu26YorrlBvb6+mTJmiZ555RkcffXRWn7Vv3760f6+oqNDb3/52SdKll16qE044IavvgTmdnZ3SiuWmk6GTTzpJqkz/iO1Uxo8br540j8+aNm2aGjt6pLVLUr7mnHPP1bTz3yiteDWrNARp2rRpoUgnEAWXXXaZDj9wEmXOoZNPPlmqGNl3OPzww6Xmxqw/813vepe0eXWOKQMQZqefdrq0d1fmF0KTp0yWenj0VDamTZsmSapYuU/aXZT2tRdddJG0faPjz778Q5dLq17LIXWZDaZ/bss2qa7Kk8+87LLLpHVLR/zu4ksu0dtPeYMkqbShQ9qwwvHnveGww1TS0uRJ2vwwceJEfWjaB6SVCx2/58gjj9S0aReosLpV2kR/BclNmzZNh5Y0SPkbTCclKx/8wAek1Yszvi5ucxWnn366pr33FPX1J1zVG24dcsghUluLb5+Pkd75jndKW9aaTkbgDjnkYE2bNjDHH7ZyfPHFF6tnV71Utsfxe978pje5ej2AsS644AJpxxbTyYBlBselNrcll1zydr3tpMMGfrA0nSefcoqmfei0gR9cpDFO/fFj33ispk07N3TH++53v1vauMp0Mjz3zv/4D2nLGtPJkCR96EOXSytfy+kzjjjiCKmpwfX7Lr74Iil/Y9bfO1iHPlm1Ien3X3LJJdK2kfMKyebu4J2hdg2hUVqaXbxRJpEJKCwpKdG0adPU0NCg8ePH68knn9Sll16a9ee5CRCcOnWqpk6dmvV3Id7GT8i+GOblpX/0y9SpU9WVSL/F8KSJk0KTf8OSTiAKpkyZoqlTJ5tORmiMHz+2Lh83LreNoCdP5vwDcTdh4kTTSQgRHomYrcE+9kQH+W3SpElZfbafBr9jwgTvHjs2ZcqUMb+bNGny0HdN6XB3b3SufQLf5eVp6hR312rcuHGaOnWqpkzu9SlRiIKpU6dq0uQ208nI2uQkdUEycZurmDhxoqZOnToQUOijceNo24M0Kabjz8H2LIwmTZ7kqP823IQc5qEBDJjsckyEeAhDWzJ58mTr0zlxwoSs0mj7cXlp/PjszpFpUV3rmGLRcU1xOa+TzPjx2c2tTZ6U23kYzNPjxyX//imTx47Nk83dwTthrGfizq9rZvmstjPl5eW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", 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" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " -202331.6416323669 | -202331.6416323670 | -0.0000000001\n", + " -495056.5097603008 | -495056.5097603006 | 0.0000000002\n", + " 344978.7765758324 | 344978.7765758324 | 0.0000000000\n", + " -302248.3318157291 | -302248.3318157290 | 0.0000000001\n", + " -287640.5841317273 | -287640.5841317271 | 0.0000000002\n", + " 260198.3072470983 | 260198.3072470980 | -0.0000000003\n", + " 264257.4147834021 | 264257.4147834019 | -0.0000000002\n", + " 32691.3301915436 | 32691.3301915435 | -0.0000000001\n", + " -108364.3291478422 | -108364.3291478422 | -0.0000000000\n", + " -396483.6720636303 | -396483.6720636302 | 0.0000000001\n", + "============================================================\n", + "mean\t=\t0.000000000000224-0.000000000000627j\n", + "std\t=\t0.000000000234375\n", + "max err\t=\t0.000000009342511\n", + "min err\t=\t0.000000000000000\n" + ] + } + ], + "source": [ + "liberate.utils.helpers.check_errors(test_message=test_message, test_message_dec=test_message_dec, idx=10)" + ] + }, + { + "cell_type": "markdown", + "id": "b0c6fd52", + "metadata": {}, + "source": [ + "----\n", + "----\n", + "----\n", + "----" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ebf8c83c-5811-494b-aa40-353607323711", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ecc2ae8-0db8-4c63-83fa-2107034edfb6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f0c21a8-7325-46f6-b419-53bb4bb619af", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "94e686bd-6080-43a4-b1ad-310e2eb5aa82", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d9c3dfc-b619-4f3e-89c8-5b23068d7d1a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "71051977-07cc-468c-b585-0a57bd29a594", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a8e11c37-8b48-4f1a-9a04-c1dd499dac81", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d9edf961-cfdb-400c-8e8c-335d3c4e45ac", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "987f87d3-6c81-4aa7-86db-034268057b91", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "70ccbab5-2f7a-4090-a830-1b6c95decb10", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0a5eeb8c-8e27-4ea1-bc1e-71052f2869e7", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "liberate", + "language": "python", + "name": "liberate" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/[Example] Evaluators (auto).ipynb b/examples/[Example] Evaluators (auto).ipynb new file mode 100644 index 0000000..1218068 --- /dev/null +++ b/examples/[Example] Evaluators (auto).ipynb @@ -0,0 +1,5569 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4f72422c", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:23:32.509927Z", + "iopub.status.busy": "2023-11-14T04:23:32.509708Z", + "iopub.status.idle": "2023-11-14T04:23:34.537804Z", + "shell.execute_reply": "2023-11-14T04:23:34.537119Z", + "shell.execute_reply.started": "2023-11-14T04:23:32.509902Z" + } + }, + "outputs": [], + "source": [ + "from liberate import fhe\n", + "from liberate.fhe import presets" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "122b4c81", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:23:34.539484Z", + "iopub.status.busy": "2023-11-14T04:23:34.539191Z", + "iopub.status.idle": "2023-11-14T04:23:36.345560Z", + "shell.execute_reply": "2023-11-14T04:23:36.344861Z", + "shell.execute_reply.started": "2023-11-14T04:23:34.539465Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'logN': 15, 'num_special_primes': 2, 'devices': [0]}\n", + "[2023-11-14 13:23:34.579195] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-14 13:23:34.579301] Requested devices for computation are [0].\n", + "[2023-11-14 13:23:34.580691] I have generated a partitioning scheme.\n", + "[2023-11-14 13:23:34.580706] I have in total 17 levels available.\n", + "[2023-11-14 13:23:34.580715] I have 17 ordinary primes.\n", + "[2023-11-14 13:23:34.580724] I have 2 special primes.\n", + "[2023-11-14 13:23:36.233452] I prepared ntt parameters.\n", + "[2023-11-14 13:23:36.233618] ntt initialization took 1.65 seconds.\n" + ] + } + ], + "source": [ + "params = presets.params[\"silver\"]\n", + "print(params)\n", + "engine = fhe.ckks_engine(verbose=True, **params)\n", + "\n", + "sk = engine.create_secret_key()\n", + "pk = engine.create_public_key(sk)\n", + "\n", + "gk = engine.create_galois_key(sk)\n", + "evk = engine.create_evk(sk)" + ] + }, + { + "cell_type": "markdown", + "id": "32571e64-f531-4b8b-b615-ad71d22bf8c6", + "metadata": {}, + "source": [ + "# Auto level & data types" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f176903c-f782-444b-a0c0-793a922e727f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e0db1fe9", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:23:36.346707Z", + "iopub.status.busy": "2023-11-14T04:23:36.346452Z", + "iopub.status.idle": "2023-11-14T04:23:36.844636Z", + "shell.execute_reply": "2023-11-14T04:23:36.843696Z", + "shell.execute_reply.started": "2023-11-14T04:23:36.346687Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=====================================================================================\n", + "|\toperation ((a * b + 3) * delta - c) - b : absmax error\t\t\t |\n", + "-------------------------------------------------------------------------------------\n", + "| level from : 0 | 2.204086740675848e-06+2.705879524000920e-06j | level to : 2 |\n", + "| level from : 1 | 2.097303877235390e-06+2.246369831482298e-06j | level to : 3 |\n", + "| level from : 2 | 3.597437171265483e-06+2.374439645791426e-06j | level to : 4 |\n", + "| level from : 3 | 2.086162567138672e-06+2.184888217016123e-06j | level to : 5 |\n", + "| level from : 4 | 2.281074557686225e-06+2.570393007772509e-06j | level to : 6 |\n", + "| level from : 5 | 2.044369921350153e-06+2.261212102894206e-06j | level to : 7 |\n", + "| level from : 6 | 2.634261818457162e-06+2.079497789964080e-06j | level to : 8 |\n", + "| level from : 7 | 2.259252141811885e-06+2.697204763535410e-06j | level to : 9 |\n", + "| level from : 8 | 2.344535459997132e-06+2.504127678548684e-06j | level to : 10 |\n", + "| level from : 9 | 3.522122824506368e-06+2.134642272721976e-06j | level to : 11 |\n", + "| level from : 10 | 2.651652266649762e-06+1.998906782318954e-06j | level to : 12 |\n", + "| level from : 11 | 2.346840119571425e-06+2.355546257604146e-06j | level to : 13 |\n", + "=====================================================================================\n" + ] + } + ], + "source": [ + "a = engine.example(-255, 255)\n", + "b = engine.example(-255, 255)\n", + "c = engine.example(-255, 255)\n", + "\n", + "delta = 0.2\n", + "\n", + "result_ = ((a * b + 3) * delta - c) - b\n", + "\n", + "\n", + "print(\"=====\"*17)\n", + "print(\"|\\toperation ((a * b + 3) * delta - c) - b : absmax error\\t\\t\\t |\")\n", + "print(\"-----\"*17)\n", + "for level in range(engine.num_levels-4):\n", + "\n", + " cta = engine.encorypt(a, pk, level)\n", + " ctb = engine.encorypt(b, pk, level)\n", + "\n", + " result = engine.mult(cta, ctb, evk)\n", + " result = engine.add(result, 3)\n", + " result = engine.mult(result, delta, evk)\n", + " result = engine.sub(result, c)\n", + " result = engine.sub(result, ctb)\n", + "\n", + " copied_ct = engine.clone(result)\n", + "\n", + " result = engine.decrode(result, sk)\n", + "\n", + " print(f\"| level from : {level:2d} | {engine.absmax_error(result, result_):.15e} | level to : {copied_ct.level:2d} |\")\n", + "print(\"=====\"*17)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9d1a80c9", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:23:36.845779Z", + "iopub.status.busy": "2023-11-14T04:23:36.845605Z", + "iopub.status.idle": "2023-11-14T04:23:38.955962Z", + "shell.execute_reply": "2023-11-14T04:23:38.954871Z", + "shell.execute_reply.started": "2023-11-14T04:23:36.845760Z" + }, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "===========================================================================\n", + "|\t\ttest mult, add, sub\t\t\t\t\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 0, 'mult' | 1.190981856780127e-05+1.380272442474961e-05j\t|\n", + "|\t 0, 0, 'add' | 3.400657533347839e-10+9.433108516532229e-09j\t|\n", + "|\t 0, 0, 'sub' | 3.063860276597552e-10+9.565710001879779e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 1, 'mult' | 1.748374779708683e-05+1.242163853021339e-05j\t|\n", + "|\t 0, 1, 'add' | 3.378622182026447e-08+3.576184326448129e-08j\t|\n", + "|\t 0, 1, 'sub' | 3.387893343642645e-08+3.589232733247627e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 2, 'mult' | 1.320396040682681e-05+1.346567296423018e-05j\t|\n", + "|\t 0, 2, 'add' | 3.374614720996760e-08+3.576951712602749e-08j\t|\n", + "|\t 0, 2, 'sub' | 3.389556013644324e-08+3.591983954720490e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 3, 'mult' | 1.299397263210267e-05+1.585004793014377e-05j\t|\n", + "|\t 0, 3, 'add' | 3.384121782801230e-08+3.583636498660780e-08j\t|\n", + "|\t 0, 3, 'sub' | 3.384118940630287e-08+3.574940876660548e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 4, 'mult' | 1.391806245010230e-05+1.983510446734726e-05j\t|\n", + "|\t 0, 4, 'add' | 3.383311764082464e-08+3.596306896724855e-08j\t|\n", + "|\t 0, 4, 'sub' | 3.378929136488296e-08+3.584626995234430e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 5, 'mult' | 1.236828393302858e-05+1.772956966306083e-05j\t|\n", + "|\t 0, 5, 'add' | 3.376547397238028e-08+3.596676378947450e-08j\t|\n", + "|\t 0, 5, 'sub' | 3.395504677428107e-08+3.580306895401009e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 6, 'mult' | 1.303441968047991e-05+1.098577922675759e-05j\t|\n", + "|\t 0, 6, 'add' | 3.390226765986881e-08+3.592771236071712e-08j\t|\n", + "|\t 0, 6, 'sub' | 3.377451207597915e-08+3.582907481813891e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 7, 'mult' | 1.387597876600921e-05+1.422124478267506e-05j\t|\n", + "|\t 0, 7, 'add' | 3.392636926946579e-08+3.584705154935364e-08j\t|\n", + "|\t 0, 7, 'sub' | 3.381614988029469e-08+3.590108121898083e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 8, 'mult' | 1.616797089809552e-05+1.345548662357032e-05j\t|\n", + "|\t 0, 8, 'add' | 3.383306079740578e-08+3.578327323339181e-08j\t|\n", + "|\t 0, 8, 'sub' | 3.388726099728956e-08+3.579330609682074e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 9, 'mult' | 1.450094714527950e-05+1.320705632679164e-05j\t|\n", + "|\t 0, 9, 'add' | 3.384158731023490e-08+3.587359742596163e-08j\t|\n", + "|\t 0, 9, 'sub' | 3.379355462129752e-08+3.586565355817584e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 10, 'mult' | 1.303703902522102e-05+1.653627259656787e-05j\t|\n", + "|\t 0, 10, 'add' | 3.372616674823803e-08+3.571204842955922e-08j\t|\n", + "|\t 0, 10, 'sub' | 3.391687641851604e-08+3.594932707073895e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 11, 'mult' | 1.288784187636338e-05+1.657246320974082e-05j\t|\n", + "|\t 0, 11, 'add' | 3.379875579412328e-08+3.581243390726740e-08j\t|\n", + "|\t 0, 11, 'sub' | 3.391826908227813e-08+3.585677177397883e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 12, 'mult' | 1.367247023154050e-05+1.615570272406330e-05j\t|\n", + "|\t 0, 12, 'add' | 3.388430513950880e-08+3.587462060750113e-08j\t|\n", + "|\t 0, 12, 'sub' | 3.379832946848182e-08+3.589381947222137e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 13, 'mult' | 1.395083017996512e-05+1.670125129749067e-05j\t|\n", + "|\t 0, 13, 'add' | 3.377590473974124e-08+3.590150754462229e-08j\t|\n", + "|\t 0, 13, 'sub' | 3.389808966858254e-08+3.584082719498838e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 0, 14, 'mult' | 1.480054743296932e-05+1.652431092225015e-05j\t|\n", + "|\t 0, 14, 'add' | 3.394058012418100e-08+3.577798679543776e-08j\t|\n", + "|\t 0, 14, 'sub' | 3.381364876986481e-08+3.580653640256060e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 1, 0, 'mult' | 1.250730201718397e-05+1.357671135338023e-05j\t|\n", + "|\t 1, 0, 'add' | 2.953578359665698e-08+3.069802545496714e-08j\t|\n", + "|\t 1, 0, 'sub' | 2.961128586775885e-08+3.082200095150256e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 1, 'mult' | 1.122409594245255e-05+1.276181865250692e-05j\t|\n", + "|\t 1, 1, 'add' | 2.753779426711844e-10+9.411365908817970e-09j\t|\n", + "|\t 1, 1, 'sub' | 3.107016866010781e-10+9.570086945132061e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 2, 'mult' | 1.387288648402318e-05+1.495984542998485e-05j\t|\n", + "|\t 1, 2, 'add' | 3.540388604506006e-08+3.759612354770070e-08j\t|\n", + "|\t 1, 2, 'sub' | 3.519885183322913e-08+3.759479838549851e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 3, 'mult' | 1.327057179878466e-05+1.328771759290248e-05j\t|\n", + "|\t 1, 3, 'add' | 3.520703728554508e-08+3.759015498872031e-08j\t|\n", + "|\t 1, 3, 'sub' | 3.538803383662525e-08+3.762482236879805e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 4, 'mult' | 1.450601848773658e-05+1.617705129319802e-05j\t|\n", + "|\t 1, 4, 'add' | 3.526882608184678e-08+3.758582067803218e-08j\t|\n", + "|\t 1, 4, 'sub' | 3.527103586975500e-08+3.763128297862295e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 5, 'mult' | 1.683732261881232e-05+1.419011823600158e-05j\t|\n", + "|\t 1, 5, 'add' | 3.528649017425778e-08+3.756913713459653e-08j\t|\n", + "|\t 1, 5, 'sub' | 3.530150394226439e-08+3.763618927621337e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 6, 'mult' | 1.426287053618580e-05+1.224832158186473e-05j\t|\n", + "|\t 1, 6, 'add' | 3.539989279488509e-08+3.760119682283403e-08j\t|\n", + "|\t 1, 6, 'sub' | 3.524648661823448e-08+3.764157341379359e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 7, 'mult' | 1.275637987419032e-05+1.556959250592627e-05j\t|\n", + "|\t 1, 7, 'add' | 3.537731174674263e-08+3.767516432162665e-08j\t|\n", + "|\t 1, 7, 'sub' | 3.529549275071986e-08+3.758074562654201e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 8, 'mult' | 1.532207534182817e-05+1.527296262793243e-05j\t|\n", + "|\t 1, 8, 'add' | 3.541873638823745e-08+3.761896039122803e-08j\t|\n", + "|\t 1, 8, 'sub' | 3.523002334304692e-08+3.749974020195168e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 9, 'mult' | 1.377412991132587e-05+1.238005279446952e-05j\t|\n", + "|\t 1, 9, 'add' | 3.550854899003753e-08+3.754013278012280e-08j\t|\n", + "|\t 1, 9, 'sub' | 3.516513658041731e-08+3.772760237552575e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 10, 'mult' | 1.226745234816917e-05+1.227931352332234e-05j\t|\n", + "|\t 1, 10, 'add' | 3.525448732943914e-08+3.756140642963146e-08j\t|\n", + "|\t 1, 10, 'sub' | 3.540403525903457e-08+3.764309219889128e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 11, 'mult' | 1.535582396172686e-05+1.128467647504294e-05j\t|\n", + "|\t 1, 11, 'add' | 3.536906945100782e-08+3.760490585591469e-08j\t|\n", + "|\t 1, 11, 'sub' | 3.526482572624445e-08+3.759949152026820e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 12, 'mult' | 1.715421967674047e-05+1.360515307169408e-05j\t|\n", + "|\t 1, 12, 'add' | 3.541393311934371e-08+3.757406830118271e-08j\t|\n", + "|\t 1, 12, 'sub' | 3.529434167148793e-08+3.762261968631719e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 13, 'mult' | 1.587353472132236e-05+1.318433351116255e-05j\t|\n", + "|\t 1, 13, 'add' | 3.531479819685046e-08+3.756149169475975e-08j\t|\n", + "|\t 1, 13, 'sub' | 3.535340198368431e-08+3.764687228624553e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 1, 14, 'mult' | 1.488571979280096e-05+1.093412720365450e-05j\t|\n", + "|\t 1, 14, 'add' | 3.543048876508692e-08+3.766136558169819e-08j\t|\n", + "|\t 1, 14, 'sub' | 3.523966540797119e-08+3.755369881730530e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 2, 0, 'mult' | 1.468994014430791e-05+1.558985695737647e-05j\t|\n", + "|\t 2, 0, 'add' | 3.656026592580019e-08+3.221779820705706e-08j\t|\n", + "|\t 2, 0, 'sub' | 3.649611812761577e-08+3.198510967195034e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 1, 'mult' | 1.710286232992075e-05+1.532806527393404e-05j\t|\n", + "|\t 2, 1, 'add' | 3.996565034469768e-08+3.492681344141602e-08j\t|\n", + "|\t 2, 1, 'sub' | 3.978755103162257e-08+3.488105448923307e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 2, 'mult' | 1.028211408993229e-05+1.205175067298114e-05j\t|\n", + "|\t 2, 2, 'add' | 2.936246801255038e-10+9.475883189224987e-09j\t|\n", + "|\t 2, 2, 'sub' | 2.985132141475333e-10+9.474405260334606e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 3, 'mult' | 1.401212648488581e-05+1.325678476860048e-05j\t|\n", + "|\t 2, 3, 'add' | 3.737896037137034e-08+3.230445599911036e-08j\t|\n", + "|\t 2, 3, 'sub' | 3.733032372110756e-08+3.229504841328890e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 4, 'mult' | 1.251211506314576e-05+1.202889689011499e-05j\t|\n", + "|\t 2, 4, 'add' | 3.738595921731758e-08+3.226077183171583e-08j\t|\n", + "|\t 2, 4, 'sub' | 3.746708898688667e-08+3.235740564377920e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 5, 'mult' | 1.415438964613713e-05+1.249690103577450e-05j\t|\n", + "|\t 2, 5, 'add' | 3.723602048921748e-08+3.234762857573514e-08j\t|\n", + "|\t 2, 5, 'sub' | 3.746481525013223e-08+3.234669065932394e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 6, 'mult' | 1.306528429267928e-05+1.479611091781408e-05j\t|\n", + "|\t 2, 6, 'add' | 3.726876229848131e-08+3.231454570595815e-08j\t|\n", + "|\t 2, 6, 'sub' | 3.738225018423691e-08+3.229649792046985e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 7, 'mult' | 1.386262920277659e-05+1.334768421656918e-05j\t|\n", + "|\t 2, 7, 'add' | 3.737322629149276e-08+3.231619416510512e-08j\t|\n", + "|\t 2, 7, 'sub' | 3.728720798790164e-08+3.224042188776366e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 8, 'mult' | 1.387891825288534e-05+1.241517475136789e-05j\t|\n", + "|\t 2, 8, 'add' | 3.724407804384100e-08+3.236658585592522e-08j\t|\n", + "|\t 2, 8, 'sub' | 3.745253707165830e-08+3.233208190067671e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 9, 'mult' | 1.401043846271932e-05+1.482332299929112e-05j\t|\n", + "|\t 2, 9, 'add' | 3.730093567355652e-08+3.232244694117981e-08j\t|\n", + "|\t 2, 9, 'sub' | 3.737295628525317e-08+3.237735768379935e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 10, 'mult' | 1.513621828053147e-05+1.820087709347717e-05j\t|\n", + "|\t 2, 10, 'add' | 3.730212938535260e-08+3.239193802073714e-08j\t|\n", + "|\t 2, 10, 'sub' | 3.739830845006509e-08+3.211624743926222e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 11, 'mult' | 1.246423198608682e-05+1.351807804894634e-05j\t|\n", + "|\t 2, 11, 'add' | 3.732625231123166e-08+3.229143885619123e-08j\t|\n", + "|\t 2, 11, 'sub' | 3.735144105121435e-08+3.231687628613145e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 12, 'mult' | 1.266866820515133e-05+1.533056638436392e-05j\t|\n", + "|\t 2, 12, 'add' | 3.748089483224248e-08+3.231687628613145e-08j\t|\n", + "|\t 2, 12, 'sub' | 3.730522735168051e-08+3.233884626752115e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 13, 'mult' | 1.526483447378268e-05+1.488142879679799e-05j\t|\n", + "|\t 2, 13, 'add' | 3.733414644102595e-08+3.234580958633160e-08j\t|\n", + "|\t 2, 13, 'sub' | 3.732344566742540e-08+3.226915623599780e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 2, 14, 'mult' | 1.381572656100616e-05+1.398469612468034e-05j\t|\n", + "|\t 2, 14, 'add' | 3.735646458835618e-08+3.237448709114688e-08j\t|\n", + "|\t 2, 14, 'sub' | 3.738571763278742e-08+3.223885869374499e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 3, 0, 'mult' | 1.295522815780714e-05+1.329136284766719e-05j\t|\n", + "|\t 3, 0, 'add' | 3.406253767934686e-08+4.104887807443447e-08j\t|\n", + "|\t 3, 0, 'sub' | 3.425243733090610e-08+4.116844820600818e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 1, 'mult' | 1.535338378744200e-05+1.333827822236344e-05j\t|\n", + "|\t 3, 1, 'add' | 3.738978193723597e-08+3.650654889497673e-08j\t|\n", + "|\t 3, 1, 'sub' | 3.743990362181648e-08+3.647510027349199e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 2, 'mult' | 1.550362503621727e-05+1.290564250666648e-05j\t|\n", + "|\t 3, 2, 'add' | 3.649957847073892e-08+3.481324029053212e-08j\t|\n", + "|\t 3, 2, 'sub' | 3.635892653619521e-08+3.484480259885459e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 3, 'mult' | 1.195337972603738e-05+1.534699549665675e-05j\t|\n", + "|\t 3, 3, 'add' | 3.160351980113774e-10+9.551939683660748e-09j\t|\n", + "|\t 3, 3, 'sub' | 3.034870132978540e-10+9.356242003377702e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 4, 'mult' | 1.453382719773799e-05+1.590359170222655e-05j\t|\n", + "|\t 3, 4, 'add' | 3.999716113867180e-08+4.109332962798362e-08j\t|\n", + "|\t 3, 4, 'sub' | 4.010246357211145e-08+4.104975914742681e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 5, 'mult' | 1.933639578055590e-05+1.389496173942462e-05j\t|\n", + "|\t 3, 5, 'add' | 4.002598075203423e-08+4.104609274691029e-08j\t|\n", + "|\t 3, 5, 'sub' | 3.999008413302363e-08+4.102298589714337e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 6, 'mult' | 1.782256731530651e-05+1.506343051005388e-05j\t|\n", + "|\t 3, 6, 'add' | 3.998420083917154e-08+4.098309602795780e-08j\t|\n", + "|\t 3, 6, 'sub' | 4.010311727142835e-08+4.096682459930889e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 7, 'mult' | 1.658059045439586e-05+1.752843965618922e-05j\t|\n", + "|\t 3, 7, 'add' | 4.003501885563310e-08+4.106385631530429e-08j\t|\n", + "|\t 3, 7, 'sub' | 4.000568765150092e-08+4.099086936548701e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 8, 'mult' | 2.262065390823409e-05+1.448198599973693e-05j\t|\n", + "|\t 3, 8, 'add' | 4.002234277322714e-08+4.110496831799537e-08j\t|\n", + "|\t 3, 8, 'sub' | 4.006673748335743e-08+4.102412276552059e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 9, 'mult' | 1.536992931505665e-05+1.245113526238129e-05j\t|\n", + "|\t 3, 9, 'add' | 3.992323627244332e-08+4.109708129362843e-08j\t|\n", + "|\t 3, 9, 'sub' | 4.016411025986599e-08+4.102986395082553e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 10, 'mult' | 1.540426455903798e-05+1.540240191388875e-05j\t|\n", + "|\t 3, 10, 'add' | 3.997016051471292e-08+4.107788242890820e-08j\t|\n", + "|\t 3, 10, 'sub' | 3.998727038379002e-08+4.103515038877958e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 11, 'mult' | 1.730266376398504e-05+1.508702189312316e-05j\t|\n", + "|\t 3, 11, 'add' | 3.998758302259375e-08+4.100262174233649e-08j\t|\n", + "|\t 3, 11, 'sub' | 3.998914621661243e-08+4.098239969607675e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 12, 'mult' | 1.170683390228078e-05+1.164632703876123e-05j\t|\n", + "|\t 3, 12, 'add' | 4.010354359706980e-08+4.092947847311734e-08j\t|\n", + "|\t 3, 12, 'sub' | 3.999997488790541e-08+4.101349304619362e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 13, 'mult' | 1.718862040434033e-05+1.450464333174750e-05j\t|\n", + "|\t 3, 13, 'add' | 4.006375320386724e-08+4.102390960269986e-08j\t|\n", + "|\t 3, 13, 'sub' | 3.993258701484592e-08+4.109909923499799e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 3, 14, 'mult' | 1.512054404884111e-05+1.381490437779576e-05j\t|\n", + "|\t 3, 14, 'add' | 4.002492914878530e-08+4.115504737001174e-08j\t|\n", + "|\t 3, 14, 'sub' | 4.007600296063174e-08+4.112195028938004e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 4, 0, 'mult' | 1.335309207206592e-05+1.776855060597882e-05j\t|\n", + "|\t 4, 0, 'add' | 3.389198610648236e-08+3.572228024495416e-08j\t|\n", + "|\t 4, 0, 'sub' | 3.392094072296459e-08+3.562706751836231e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 1, 'mult' | 1.225586674991064e-05+1.380489266011864e-05j\t|\n", + "|\t 4, 1, 'add' | 4.041997669901320e-08+3.695387817970186e-08j\t|\n", + "|\t 4, 1, 'sub' | 4.035683787151356e-08+3.693520511660608e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 2, 'mult' | 1.291661828872748e-05+1.360160968033597e-05j\t|\n", + "|\t 4, 2, 'add' | 3.480622012830281e-08+3.208648990948859e-08j\t|\n", + "|\t 4, 2, 'sub' | 3.466883669034360e-08+3.204363885345174e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 3, 'mult' | 1.810459798434749e-05+1.580054959049448e-05j\t|\n", + "|\t 4, 3, 'add' | 3.563411610230105e-08+3.249377300562628e-08j\t|\n", + "|\t 4, 3, 'sub' | 3.544030846569513e-08+3.237180123960570e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 4, 'mult' | 1.190220064017922e-05+1.087777582142735e-05j\t|\n", + "|\t 4, 4, 'add' | 2.800817355819163e-10+9.538666745356750e-09j\t|\n", + "|\t 4, 4, 'sub' | 2.860804926285709e-10+9.492922004028514e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 5, 'mult' | 1.168263406725600e-05+1.925989636220038e-05j\t|\n", + "|\t 4, 5, 'add' | 3.220063149456109e-08+3.505972756556730e-08j\t|\n", + "|\t 4, 5, 'sub' | 3.213777333144208e-08+3.508662871354318e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 6, 'mult' | 1.668169716140255e-05+1.389286990161054e-05j\t|\n", + "|\t 4, 6, 'add' | 3.221012434551085e-08+3.506967516386794e-08j\t|\n", + "|\t 4, 6, 'sub' | 3.207062881926959e-08+3.499870615542022e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 7, 'mult' | 1.176592923002318e-05+1.286262704525143e-05j\t|\n", + "|\t 4, 7, 'add' | 3.222697841920308e-08+3.504766254991409e-08j\t|\n", + "|\t 4, 7, 'sub' | 3.220966604544628e-08+3.504607093418599e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 8, 'mult' | 1.403766509611160e-05+1.619417889742181e-05j\t|\n", + "|\t 4, 8, 'add' | 3.212579713363084e-08+3.514355739753228e-08j\t|\n", + "|\t 4, 8, 'sub' | 3.219990674097062e-08+3.501376966141834e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 9, 'mult' | 1.430757129128324e-05+1.648583565838635e-05j\t|\n", + "|\t 4, 9, 'add' | 3.216058530597365e-08+3.499184231259278e-08j\t|\n", + "|\t 4, 9, 'sub' | 3.214371346871303e-08+3.515917512686428e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 10, 'mult' | 1.577617877046578e-05+1.485533721279353e-05j\t|\n", + "|\t 4, 10, 'add' | 3.211431476302096e-08+3.504459300529561e-08j\t|\n", + "|\t 4, 10, 'sub' | 3.218364064139223e-08+3.512337798383669e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 11, 'mult' | 1.508230343461037e-05+1.199814869323745e-05j\t|\n", + "|\t 4, 11, 'add' | 3.214947241758637e-08+3.502621837014885e-08j\t|\n", + "|\t 4, 11, 'sub' | 3.218758237721886e-08+3.512361956836685e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 12, 'mult' | 1.305690329900244e-05+1.650896047067363e-05j\t|\n", + "|\t 4, 12, 'add' | 3.212346655345755e-08+3.508971246901638e-08j\t|\n", + "|\t 4, 12, 'sub' | 3.200221776467060e-08+3.508822032927128e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 13, 'mult' | 1.342917676083744e-05+1.810931644286029e-05j\t|\n", + "|\t 4, 13, 'add' | 3.216644017811632e-08+3.513918045427999e-08j\t|\n", + "|\t 4, 13, 'sub' | 3.210963939181966e-08+3.507651058498595e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 4, 14, 'mult' | 1.180061735794879e-05+1.647975477681030e-05j\t|\n", + "|\t 4, 14, 'add' | 3.217317612325132e-08+3.508542079089239e-08j\t|\n", + "|\t 4, 14, 'sub' | 3.222315747564153e-08+3.503572543195332e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 5, 0, 'mult' | 1.378969318466261e-05+1.420430817233864e-05j\t|\n", + "|\t 5, 0, 'add' | 3.838622575358386e-08+3.193634512399512e-08j\t|\n", + "|\t 5, 0, 'sub' | 3.828213834822236e-08+3.196478814970760e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 1, 'mult' | 1.496446384408046e-05+1.354542382614454e-05j\t|\n", + "|\t 5, 1, 'add' | 3.567183881614255e-08+3.610736598602671e-08j\t|\n", + "|\t 5, 1, 'sub' | 3.561157768672274e-08+3.617719812609721e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 2, 'mult' | 1.300261283176951e-05+1.391536352457479e-05j\t|\n", + "|\t 5, 2, 'add' | 2.912276286792803e-08+3.954443172915489e-08j\t|\n", + "|\t 5, 2, 'sub' | 2.910752527895966e-08+3.946988158531894e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 3, 'mult' | 1.234807496075518e-05+1.431950659025460e-05j\t|\n", + "|\t 5, 3, 'add' | 3.273243009971338e-08+3.521076763490782e-08j\t|\n", + "|\t 5, 3, 'sub' | 3.278053029021066e-08+3.524016278788622e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 4, 'mult' | 1.356555731035769e-05+1.480623905081302e-05j\t|\n", + "|\t 5, 4, 'add' | 4.139064913033508e-08+3.753302735276520e-08j\t|\n", + "|\t 5, 4, 'sub' | 4.168600575837900e-08+3.764044720355741e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 5, 'mult' | 9.194402082357556e-06+1.393185812048614e-05j\t|\n", + "|\t 5, 5, 'add' | 2.797619913508242e-10+9.477759022047394e-09j\t|\n", + "|\t 5, 5, 'sub' | 3.373088475200348e-10+9.385857424604183e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 6, 'mult' | 1.422211062163115e-05+1.391180558130145e-05j\t|\n", + "|\t 5, 6, 'add' | 3.967352313338779e-08+3.464791120677546e-08j\t|\n", + "|\t 5, 6, 'sub' | 3.961057970514048e-08+3.471525644727080e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 7, 'mult' | 1.274987334909383e-05+1.972403697436675e-05j\t|\n", + "|\t 5, 7, 'add' | 3.971484829889960e-08+3.466578846200719e-08j\t|\n", + "|\t 5, 7, 'sub' | 3.969796935621162e-08+3.468620946023293e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 8, 'mult' | 1.539490040158853e-05+1.250531204277650e-05j\t|\n", + "|\t 5, 8, 'add' | 3.972132844864973e-08+3.466641373961465e-08j\t|\n", + "|\t 5, 8, 'sub' | 3.965099537595052e-08+3.462487541128212e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 9, 'mult' | 1.274717942578718e-05+1.486127439420670e-05j\t|\n", + "|\t 5, 9, 'add' | 3.983808483098983e-08+3.460874609118036e-08j\t|\n", + "|\t 5, 9, 'sub' | 3.954333749334182e-08+3.465360975951626e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 10, 'mult' | 1.350297407043399e-05+1.352839171886444e-05j\t|\n", + "|\t 5, 10, 'add' | 3.976646212322521e-08+3.472692355899198e-08j\t|\n", + "|\t 5, 10, 'sub' | 3.964996153626998e-08+3.453703811828746e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 11, 'mult' | 1.630576662137173e-05+1.621864430489950e-05j\t|\n", + "|\t 5, 11, 'add' | 3.985417151852744e-08+3.458978881099029e-08j\t|\n", + "|\t 5, 11, 'sub' | 3.968217043848199e-08+3.473222420780075e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 12, 'mult' | 1.362033071927726e-05+1.527298081782646e-05j\t|\n", + "|\t 5, 12, 'add' | 3.955761940233060e-08+3.467215492491960e-08j\t|\n", + "|\t 5, 12, 'sub' | 3.967104333923999e-08+3.479534882444568e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 13, 'mult' | 1.426505332347006e-05+1.756831443344709e-05j\t|\n", + "|\t 5, 13, 'add' | 3.973246975874645e-08+3.469438070169417e-08j\t|\n", + "|\t 5, 13, 'sub' | 3.965336148326060e-08+3.458006858636509e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 5, 14, 'mult' | 1.346275530522689e-05+1.379161039949395e-05j\t|\n", + "|\t 5, 14, 'add' | 3.964282768720295e-08+3.464731435087742e-08j\t|\n", + "|\t 5, 14, 'sub' | 3.981389085083720e-08+3.449653718234913e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 6, 0, 'mult' | 1.101999441743828e-05+1.517928467364982e-05j\t|\n", + "|\t 6, 0, 'add' | 3.581288865461829e-08+3.348671384628688e-08j\t|\n", + "|\t 6, 0, 'sub' | 3.571777185129577e-08+3.346909238644002e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 1, 'mult' | 1.450903801014647e-05+1.637840614421293e-05j\t|\n", + "|\t 6, 1, 'add' | 2.926588393847851e-08+3.285719962775602e-08j\t|\n", + "|\t 6, 1, 'sub' | 2.942314836218429e-08+3.279569682490546e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 2, 'mult' | 1.168688322650269e-05+1.468633490731008e-05j\t|\n", + "|\t 6, 2, 'add' | 2.890499217755860e-08+3.920359858966549e-08j\t|\n", + "|\t 6, 2, 'sub' | 2.888127426103893e-08+3.917504898254265e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 3, 'mult' | 1.356193661194993e-05+1.731259544612840e-05j\t|\n", + "|\t 6, 3, 'add' | 3.345192567394406e-08+3.128761960624615e-08j\t|\n", + "|\t 6, 3, 'sub' | 3.338362830618280e-08+3.109306589976768e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 4, 'mult' | 1.565187903906917e-05+1.476331090088934e-05j\t|\n", + "|\t 6, 4, 'add' | 3.318374908189980e-08+3.357365585543448e-08j\t|\n", + "|\t 6, 4, 'sub' | 3.314107743790373e-08+3.344132437632652e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 5, 'mult' | 1.582552431500517e-05+1.717606210149825e-05j\t|\n", + "|\t 6, 5, 'add' | 3.174291407503915e-08+3.453935448760603e-08j\t|\n", + "|\t 6, 5, 'sub' | 3.179952234866334e-08+3.448002416917006e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 6, 'mult' | 1.708053969196044e-05+1.642754432396032e-05j\t|\n", + "|\t 6, 6, 'add' | 2.995079739775974e-10+9.549552260068594e-09j\t|\n", + "|\t 6, 6, 'sub' | 3.501270384731470e-10+9.660638511377329e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 7, 'mult' | 1.580463867867365e-05+1.415471729160345e-05j\t|\n", + "|\t 6, 7, 'add' | 3.106529788965418e-08+3.967659267800627e-08j\t|\n", + "|\t 6, 7, 'sub' | 3.091915345976304e-08+3.969419992699841e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 8, 'mult' | 1.463388980482705e-05+1.427684765076265e-05j\t|\n", + "|\t 6, 8, 'add' | 3.103213686017625e-08+3.964265715694637e-08j\t|\n", + "|\t 6, 8, 'sub' | 3.099142986684456e-08+3.962483674513351e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 9, 'mult' | 1.618459828023333e-05+1.320759474765509e-05j\t|\n", + "|\t 6, 9, 'add' | 3.100159062796592e-08+3.980170504291891e-08j\t|\n", + "|\t 6, 9, 'sub' | 3.103312451457896e-08+3.959141281484335e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 10, 'mult' | 1.342533505521715e-05+1.804936619009823e-05j\t|\n", + "|\t 6, 10, 'add' | 3.091000166932645e-08+3.954755811719224e-08j\t|\n", + "|\t 6, 10, 'sub' | 3.109144586233015e-08+3.959308969569975e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 11, 'mult' | 1.904474538605427e-05+1.485218308516778e-05j\t|\n", + "|\t 6, 11, 'add' | 3.097959933029415e-08+3.977288542955648e-08j\t|\n", + "|\t 6, 11, 'sub' | 3.114377022939152e-08+3.964241557241621e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 12, 'mult' | 1.366394280921668e-05+1.453069126000628e-05j\t|\n", + "|\t 6, 12, 'add' | 3.091164302304605e-08+3.958388106184429e-08j\t|\n", + "|\t 6, 12, 'sub' | 3.100439016634482e-08+3.959719663271244e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 13, 'mult' | 1.215652628161479e-05+1.408233947586268e-05j\t|\n", + "|\t 6, 13, 'add' | 3.097964906828565e-08+3.970916395701352e-08j\t|\n", + "|\t 6, 13, 'sub' | 3.103187395936402e-08+3.959355865390535e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 6, 14, 'mult' | 1.415063161402941e-05+1.529567452962510e-05j\t|\n", + "|\t 6, 14, 'add' | 3.100090140151224e-08+3.961383754358394e-08j\t|\n", + "|\t 6, 14, 'sub' | 3.101479251199635e-08+3.968564499245986e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 7, 0, 'mult' | 1.459086342947558e-05+1.450227046007058e-05j\t|\n", + "|\t 7, 0, 'add' | 3.900828460245975e-08+3.330154640934779e-08j\t|\n", + "|\t 7, 0, 'sub' | 3.904725076608884e-08+3.341264687151124e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 1, 'mult' | 1.264407001144718e-05+1.470631923439214e-05j\t|\n", + "|\t 7, 1, 'add' | 3.202362108822854e-08+3.612281140874529e-08j\t|\n", + "|\t 7, 1, 'sub' | 3.200867126906815e-08+3.609883947319759e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 2, 'mult' | 1.358060035272501e-05+1.456472818972543e-05j\t|\n", + "|\t 7, 2, 'add' | 3.393739689272479e-08+3.303318862890592e-08j\t|\n", + "|\t 7, 2, 'sub' | 3.395251013671441e-08+3.301212814221799e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 3, 'mult' | 1.361137583444361e-05+1.295269976253621e-05j\t|\n", + "|\t 7, 3, 'add' | 4.248832397024671e-08+4.022409427761886e-08j\t|\n", + "|\t 7, 3, 'sub' | 4.246857088219258e-08+4.034302492073039e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 4, 'mult' | 1.423394496669061e-05+1.416508166585118e-05j\t|\n", + "|\t 7, 4, 'add' | 3.220066702169788e-08+3.420859684410971e-08j\t|\n", + "|\t 7, 4, 'sub' | 3.244957724746200e-08+3.429565254009503e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 5, 'mult' | 1.213236282637808e-05+1.706058310446679e-05j\t|\n", + "|\t 7, 5, 'add' | 3.393944325580378e-08+3.349146027176175e-08j\t|\n", + "|\t 7, 5, 'sub' | 3.390789515833603e-08+3.342040599818574e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 6, 'mult' | 1.383780909236521e-05+1.556528877699748e-05j\t|\n", + "|\t 7, 6, 'add' | 2.968687340398901e-08+4.234053108120861e-08j\t|\n", + "|\t 7, 6, 'sub' | 2.963128054034314e-08+4.227932492995023e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 7, 'mult' | 1.075333057087846e-05+1.122787944041193e-05j\t|\n", + "|\t 7, 7, 'add' | 3.109663637701487e-10+9.497142627878929e-09j\t|\n", + "|\t 7, 7, 'sub' | 3.061870756937424e-10+9.503963838142226e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 8, 'mult' | 1.537520438432693e-05+1.382216396450531e-05j\t|\n", + "|\t 7, 8, 'add' | 4.174915702037651e-08+3.486215405246185e-08j\t|\n", + "|\t 7, 8, 'sub' | 4.174572154624911e-08+3.474235654721269e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 9, 'mult' | 1.457192411180586e-05+1.729389623505995e-05j\t|\n", + "|\t 7, 9, 'add' | 4.170296463712475e-08+3.486482569314830e-08j\t|\n", + "|\t 7, 9, 'sub' | 4.175936396677571e-08+3.464603537395305e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 10, 'mult' | 1.477019668527646e-05+1.537557545816526e-05j\t|\n", + "|\t 7, 10, 'add' | 4.167766576301801e-08+3.486701416477445e-08j\t|\n", + "|\t 7, 10, 'sub' | 4.182061275059823e-08+3.475719267953536e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 11, 'mult' | 1.556624192744493e-05+1.433360012015328e-05j\t|\n", + "|\t 7, 11, 'add' | 4.181292823091098e-08+3.482281840661017e-08j\t|\n", + "|\t 7, 11, 'sub' | 4.186478008705308e-08+3.472891307865211e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 12, 'mult' | 1.220261401613243e-05+1.634701038710773e-05j\t|\n", + "|\t 7, 12, 'add' | 4.165948297440991e-08+3.479635779513046e-08j\t|\n", + "|\t 7, 12, 'sub' | 4.183186774753267e-08+3.469131115707569e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 13, 'mult' | 1.377661828882992e-05+1.275087743124459e-05j\t|\n", + "|\t 7, 13, 'add' | 4.183123181178416e-08+3.477182985989202e-08j\t|\n", + "|\t 7, 13, 'sub' | 4.180489554528322e-08+3.477188670331088e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 14, 'mult' | 1.448595139663666e-05+1.323744072578847e-05j\t|\n", + "|\t 7, 14, 'add' | 4.175942791562193e-08+3.477401833151816e-08j\t|\n", + "|\t 7, 14, 'sub' | 4.177323376097775e-08+3.471376430752571e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 8, 0, 'mult' | 1.243522274307907e-05+1.787095879990375e-05j\t|\n", + "|\t 8, 0, 'add' | 3.198499598511262e-08+3.390141500858590e-08j\t|\n", + "|\t 8, 0, 'sub' | 3.189300912254112e-08+3.398460535208869e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 1, 'mult' | 1.202776547870599e-05+1.463713851990178e-05j\t|\n", + "|\t 8, 1, 'add' | 4.198798819743388e-08+3.434968220972223e-08j\t|\n", + "|\t 8, 1, 'sub' | 4.217872628942132e-08+3.444793605922314e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 2, 'mult' | 1.335592241957784e-05+1.722765591694042e-05j\t|\n", + "|\t 8, 2, 'add' | 3.195813746970089e-08+3.142014293189277e-08j\t|\n", + "|\t 8, 2, 'sub' | 3.200597120667226e-08+3.137628112881430e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 3, 'mult' | 1.442155917175114e-05+1.400272230966948e-05j\t|\n", + "|\t 8, 3, 'add' | 4.071779358127969e-08+3.891273081535473e-08j\t|\n", + "|\t 8, 3, 'sub' | 4.064255065827638e-08+3.896275302395225e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 4, 'mult' | 1.603040436748415e-05+1.373171107843518e-05j\t|\n", + "|\t 8, 4, 'add' | 3.507440737848810e-08+3.634238510130672e-08j\t|\n", + "|\t 8, 4, 'sub' | 3.520696623127151e-08+3.637728696048725e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 5, 'mult' | 1.685312599875033e-05+1.441507947674836e-05j\t|\n", + "|\t 8, 5, 'add' | 3.381838098448497e-08+3.791986102896772e-08j\t|\n", + "|\t 8, 5, 'sub' | 3.366826550887936e-08+3.791657832152850e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 6, 'mult' | 1.326741767115891e-05+1.625462164156488e-05j\t|\n", + "|\t 8, 6, 'add' | 3.363504674780415e-08+3.374513823928282e-08j\t|\n", + "|\t 8, 6, 'sub' | 3.363004452694440e-08+3.384954538887541e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 7, 'mult' | 1.627257734071463e-05+1.200904932829872e-05j\t|\n", + "|\t 8, 7, 'add' | 3.290298877800524e-08+3.962628625231446e-08j\t|\n", + "|\t 8, 7, 'sub' | 3.284799277025741e-08+3.962320249684126e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 8, 'mult' | 1.077831257134676e-05+1.404363320034463e-05j\t|\n", + "|\t 8, 8, 'add' | 2.841034074663185e-10+9.435012771064066e-09j\t|\n", + "|\t 8, 8, 'sub' | 3.306013240944594e-10+9.477659546064388e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 9, 'mult' | 1.913762389449403e-05+1.552045250718947e-05j\t|\n", + "|\t 8, 9, 'add' | 3.355961553097586e-08+3.468722553634507e-08j\t|\n", + "|\t 8, 9, 'sub' | 3.355084743361658e-08+3.464921860540926e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 10, 'mult' | 1.486481050960720e-05+1.627473102416843e-05j\t|\n", + "|\t 8, 10, 'add' | 3.353989086463116e-08+3.463365771949611e-08j\t|\n", + "|\t 8, 10, 'sub' | 3.347766153183329e-08+3.471015475042805e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 11, 'mult' | 1.359941961709410e-05+1.427058941771975e-05j\t|\n", + "|\t 8, 11, 'add' | 3.349728672219499e-08+3.458793429444995e-08j\t|\n", + "|\t 8, 11, 'sub' | 3.349387256434966e-08+3.471853915471002e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 12, 'mult' | 1.359021553071216e-05+1.394605340010457e-05j\t|\n", + "|\t 8, 12, 'add' | 3.352622002239514e-08+3.472924703373792e-08j\t|\n", + "|\t 8, 12, 'sub' | 3.334180576075596e-08+3.472493403933186e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 13, 'mult' | 1.251479261554778e-05+1.123486435972154e-05j\t|\n", + "|\t 8, 13, 'add' | 3.351104282955930e-08+3.452382202340232e-08j\t|\n", + "|\t 8, 13, 'sub' | 3.349729027490866e-08+3.475435050859232e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 14, 'mult' | 1.267239713342860e-05+1.310903462581336e-05j\t|\n", + "|\t 8, 14, 'add' | 3.354830369062256e-08+3.467022224867833e-08j\t|\n", + "|\t 8, 14, 'sub' | 3.355218325395981e-08+3.467997089501296e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 9, 0, 'mult' | 1.515747135272250e-05+1.837797026382759e-05j\t|\n", + "|\t 9, 0, 'add' | 3.997422481916146e-08+3.754355759610917e-08j\t|\n", + "|\t 9, 0, 'sub' | 4.020432697871001e-08+3.755980060304864e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 1, 'mult' | 1.394498394802213e-05+1.466026878915727e-05j\t|\n", + "|\t 9, 1, 'add' | 3.202173104455142e-08+3.461170194896113e-08j\t|\n", + "|\t 9, 1, 'sub' | 3.197379783159704e-08+3.481225618884309e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 2, 'mult' | 1.460926250729244e-05+1.289462306885980e-05j\t|\n", + "|\t 9, 2, 'add' | 3.235224710351758e-08+3.539707904565148e-08j\t|\n", + "|\t 9, 2, 'sub' | 3.264955239501433e-08+3.537942916409520e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 3, 'mult' | 1.459356280975044e-05+1.767395224305801e-05j\t|\n", + "|\t 9, 3, 'add' | 3.795349812207860e-08+3.335537712700898e-08j\t|\n", + "|\t 9, 3, 'sub' | 3.783384272537660e-08+3.334194786930311e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 4, 'mult' | 1.233172770298552e-05+1.278497802559286e-05j\t|\n", + "|\t 9, 4, 'add' | 3.130796244477096e-08+4.058067304413271e-08j\t|\n", + "|\t 9, 4, 'sub' | 3.133995107873488e-08+4.068829184689093e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 5, 'mult' | 1.485522079747170e-05+1.312242238782346e-05j\t|\n", + "|\t 9, 5, 'add' | 3.755080868472760e-08+2.874369897654105e-08j\t|\n", + "|\t 9, 5, 'sub' | 3.746129095816286e-08+2.877845162174708e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 6, 'mult' | 1.374592102365568e-05+1.387955853715539e-05j\t|\n", + "|\t 9, 6, 'add' | 3.918171387340408e-08+3.729761033355317e-08j\t|\n", + "|\t 9, 6, 'sub' | 3.902349021700502e-08+3.754740873773699e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 7, 'mult' | 1.661842543398961e-05+1.905606768559664e-05j\t|\n", + "|\t 9, 7, 'add' | 3.679559767988394e-08+3.555089023166147e-08j\t|\n", + "|\t 9, 7, 'sub' | 3.678553639474558e-08+3.546708171597857e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 8, 'mult' | 1.574286034156103e-05+2.097900869557634e-05j\t|\n", + "|\t 9, 8, 'add' | 3.617000743361132e-08+3.457512320892420e-08j\t|\n", + "|\t 9, 8, 'sub' | 3.616241883719340e-08+3.454715624684468e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 9, 'mult' | 1.269283711735625e-05+1.207531022373587e-05j\t|\n", + "|\t 9, 9, 'add' | 2.822844180627726e-10+9.608356776880100e-09j\t|\n", + "|\t 9, 9, 'sub' | 2.936531018349342e-10+9.456044836042565e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 10, 'mult' | 1.397068081132602e-05+1.266509934794158e-05j\t|\n", + "|\t 9, 10, 'add' | 4.016418131413957e-08+3.558153593985480e-08j\t|\n", + "|\t 9, 10, 'sub' | 4.024849431516486e-08+3.555780381248042e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 11, 'mult' | 1.581466494826600e-05+1.465063178329729e-05j\t|\n", + "|\t 9, 11, 'add' | 4.027003797091311e-08+3.554839622665895e-08j\t|\n", + "|\t 9, 11, 'sub' | 4.025565658594132e-08+3.557883587745891e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 12, 'mult' | 1.507328124716878e-05+1.546912244521081e-05j\t|\n", + "|\t 9, 12, 'add' | 4.033221046029212e-08+3.546955440469901e-08j\t|\n", + "|\t 9, 12, 'sub' | 4.031949174532201e-08+3.551764393705525e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 13, 'mult' | 1.308898208662868e-05+1.463954686187208e-05j\t|\n", + "|\t 9, 13, 'add' | 4.025146438380034e-08+3.555271632649237e-08j\t|\n", + "|\t 9, 13, 'sub' | 4.021740096504800e-08+3.562550432434364e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 14, 'mult' | 1.326660276390612e-05+1.818081364035606e-05j\t|\n", + "|\t 9, 14, 'add' | 4.026907163279247e-08+3.557875061233062e-08j\t|\n", + "|\t 9, 14, 'sub' | 4.032523293062695e-08+3.546833227119350e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t10, 0, 'mult' | 1.192004037875449e-05+1.290535146836191e-05j\t|\n", + "|\t10, 0, 'add' | 3.797217118517437e-08+3.676407800412562e-08j\t|\n", + "|\t10, 0, 'sub' | 3.787300073554434e-08+3.654446345535689e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 1, 'mult' | 1.408395200996893e-05+1.405268267262727e-05j\t|\n", + "|\t10, 1, 'add' | 3.633368805822101e-08+3.678800908346602e-08j\t|\n", + "|\t10, 1, 'sub' | 3.632095513239619e-08+3.663395631292587e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 2, 'mult' | 1.400554720021319e-05+1.204289947054349e-05j\t|\n", + "|\t10, 2, 'add' | 3.536450776664424e-08+3.224863576178905e-08j\t|\n", + "|\t10, 2, 'sub' | 3.533711279146701e-08+3.236345946788788e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 3, 'mult' | 1.401765166519908e-05+1.415524911863031e-05j\t|\n", + "|\t10, 3, 'add' | 3.412768734278870e-08+3.214836397091858e-08j\t|\n", + "|\t10, 3, 'sub' | 3.426808348194754e-08+3.218133315385785e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 4, 'mult' | 1.317546411883086e-05+1.400757173541933e-05j\t|\n", + "|\t10, 4, 'add' | 4.080763460478920e-08+3.271894399858866e-08j\t|\n", + "|\t10, 4, 'sub' | 4.072010995059827e-08+3.262795189584722e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 5, 'mult' | 1.359174348181114e-05+1.533264730824158e-05j\t|\n", + "|\t10, 5, 'add' | 3.660186109755159e-08+3.990385266661178e-08j\t|\n", + "|\t10, 5, 'sub' | 3.669063630695746e-08+3.983302576671122e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 6, 'mult' | 1.874014924396761e-05+1.630337283131666e-05j\t|\n", + "|\t10, 6, 'add' | 4.055709723616019e-08+3.171425078107859e-08j\t|\n", + "|\t10, 6, 'sub' | 4.034160383525887e-08+3.178235630230120e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 7, 'mult' | 1.474283271818422e-05+1.274707028642297e-05j\t|\n", + "|\t10, 7, 'add' | 3.095186684731743e-08+3.427840766789814e-08j\t|\n", + "|\t10, 7, 'sub' | 3.094123890434730e-08+3.457876118773129e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 8, 'mult' | 1.379872992401943e-05+1.359911402687430e-05j\t|\n", + "|\t10, 8, 'add' | 3.238180568132520e-08+3.581652308071170e-08j\t|\n", + "|\t10, 8, 'sub' | 3.235061285522534e-08+3.599382125685224e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 9, 'mult' | 1.663003786234185e-05+1.651782804401591e-05j\t|\n", + "|\t10, 9, 'add' | 4.291153743452014e-08+4.250296115060337e-08j\t|\n", + "|\t10, 9, 'sub' | 4.294702193874400e-08+4.235505457472755e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 10, 'mult' | 1.158417580882087e-05+1.170235918834805e-05j\t|\n", + "|\t10, 10, 'add' | 2.741273874562467e-10+9.343523288407596e-09j\t|\n", + "|\t10, 10, 'sub' | 2.980158342325012e-10+9.530808142699243e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 11, 'mult' | 1.364226409350522e-05+1.435674494132400e-05j\t|\n", + "|\t10, 11, 'add' | 3.334005782562599e-08+3.010052296303911e-08j\t|\n", + "|\t10, 11, 'sub' | 3.332812070766522e-08+3.021199290742516e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 12, 'mult' | 1.158691156888381e-05+1.445850648451596e-05j\t|\n", + "|\t10, 12, 'add' | 3.329817843678029e-08+3.008707949447853e-08j\t|\n", + "|\t10, 12, 'sub' | 3.324672093185654e-08+3.028864625775896e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 13, 'mult' | 1.336022978648543e-05+1.223642902914435e-05j\t|\n", + "|\t10, 13, 'add' | 3.324338138099847e-08+3.018701022483583e-08j\t|\n", + "|\t10, 13, 'sub' | 3.345050458847254e-08+3.021585825990769e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t10, 14, 'mult' | 1.327292557107285e-05+1.323128526564687e-05j\t|\n", + "|\t10, 14, 'add' | 3.336684528676415e-08+3.028435457963496e-08j\t|\n", + "|\t10, 14, 'sub' | 3.324089448142331e-08+3.019013661287318e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t11, 0, 'mult' | 1.239118137164041e-05+1.400659675709903e-05j\t|\n", + "|\t11, 0, 'add' | 3.283261662545556e-08+3.272850790381199e-08j\t|\n", + "|\t11, 0, 'sub' | 3.287594729783905e-08+3.278759663771780e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 1, 'mult' | 1.333143154624850e-05+1.494907701271586e-05j\t|\n", + "|\t11, 1, 'add' | 3.804878190294403e-08+3.183205876666761e-08j\t|\n", + "|\t11, 1, 'sub' | 3.804910875260248e-08+3.172567630826961e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 2, 'mult' | 1.425789378117770e-05+1.630897168070078e-05j\t|\n", + "|\t11, 2, 'add' | 3.469873099959386e-08+4.111440432552627e-08j\t|\n", + "|\t11, 2, 'sub' | 3.455818387010368e-08+4.090600214112783e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 3, 'mult' | 1.200800033984706e-05+1.582367985974997e-05j\t|\n", + "|\t11, 3, 'add' | 3.102002210653154e-08+3.460803554844460e-08j\t|\n", + "|\t11, 3, 'sub' | 3.110722346377770e-08+3.458734454397927e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 4, 'mult' | 1.308646460529417e-05+1.677445106906816e-05j\t|\n", + "|\t11, 4, 'add' | 3.676801441088173e-08+3.219301447643375e-08j\t|\n", + "|\t11, 4, 'sub' | 3.679991777971736e-08+3.231124878766423e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 5, 'mult' | 1.487579356762581e-05+1.554026493977290e-05j\t|\n", + "|\t11, 5, 'add' | 3.233506618016690e-08+3.203523402106612e-08j\t|\n", + "|\t11, 5, 'sub' | 3.224783995392499e-08+3.202274001523620e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 6, 'mult' | 1.607000012882054e-05+1.415780752722640e-05j\t|\n", + "|\t11, 6, 'add' | 3.564861117411056e-08+3.530348635649716e-08j\t|\n", + "|\t11, 6, 'sub' | 3.543741655676058e-08+3.538873549757682e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 7, 'mult' | 1.637751120142639e-05+1.361691829515621e-05j\t|\n", + "|\t11, 7, 'add' | 4.194174607619061e-08+3.327389208607201e-08j\t|\n", + "|\t11, 7, 'sub' | 4.191463176539401e-08+3.307337692604051e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 8, 'mult' | 1.386612711939961e-05+1.779917511157691e-05j\t|\n", + "|\t11, 8, 'add' | 3.067066245421302e-08+3.184375430009823e-08j\t|\n", + "|\t11, 8, 'sub' | 3.073078147508568e-08+3.212050359024943e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 9, 'mult' | 1.363685441901907e-05+1.349656758975470e-05j\t|\n", + "|\t11, 9, 'add' | 3.435877715673996e-08+3.677248727740334e-08j\t|\n", + "|\t11, 9, 'sub' | 3.445211405050941e-08+3.664797532110242e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 10, 'mult' | 1.589396561030298e-05+1.524486287962645e-05j\t|\n", + "|\t11, 10, 'add' | 3.232582912460202e-08+3.509977375415474e-08j\t|\n", + "|\t11, 10, 'sub' | 3.227113865023057e-08+3.515327762215747e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 11, 'mult' | 1.280588912777603e-05+1.341538336419035e-05j\t|\n", + "|\t11, 11, 'add' | 2.894182671298040e-10+9.554526059218915e-09j\t|\n", + "|\t11, 11, 'sub' | 3.210800514352741e-10+9.355034080726909e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 12, 'mult' | 1.380039248033427e-05+1.424913352821022e-05j\t|\n", + "|\t11, 12, 'add' | 3.520386826494359e-08+3.791689096033224e-08j\t|\n", + "|\t11, 12, 'sub' | 3.512974444674910e-08+3.788693447859259e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 13, 'mult' | 1.362086550216191e-05+1.361387148790527e-05j\t|\n", + "|\t11, 13, 'add' | 3.503089374135016e-08+3.786192337429384e-08j\t|\n", + "|\t11, 13, 'sub' | 3.487656385914306e-08+3.783402036106054e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t11, 14, 'mult' | 1.354606138193049e-05+1.402051202603616e-05j\t|\n", + "|\t11, 14, 'add' | 3.511337354211719e-08+3.792757752307807e-08j\t|\n", + "|\t11, 14, 'sub' | 3.500218781482545e-08+3.779367574452408e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t12, 0, 'mult' | 1.243680890183896e-05+1.249322667717934e-05j\t|\n", + "|\t12, 0, 'add' | 3.101233403413062e-08+3.491277311695740e-08j\t|\n", + "|\t12, 0, 'sub' | 3.110744728473946e-08+3.482162469481409e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 1, 'mult' | 1.297365088248625e-05+1.514953328296542e-05j\t|\n", + "|\t12, 1, 'add' | 3.718560037668794e-08+3.743321030924562e-08j\t|\n", + "|\t12, 1, 'sub' | 3.712813168021967e-08+3.761162759019498e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 2, 'mult' | 1.203906140290201e-05+1.691696525085717e-05j\t|\n", + "|\t12, 2, 'add' | 3.361676093049937e-08+3.667333459134170e-08j\t|\n", + "|\t12, 2, 'sub' | 3.356760203132581e-08+3.681505944541641e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 3, 'mult' | 1.396616426063702e-05+1.408580283168703e-05j\t|\n", + "|\t12, 3, 'add' | 3.068856813115417e-08+3.328756292830803e-08j\t|\n", + "|\t12, 3, 'sub' | 3.058806896660826e-08+3.336700160616601e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 4, 'mult' | 1.787536348274443e-05+1.442924985894933e-05j\t|\n", + "|\t12, 4, 'add' | 3.976913376391167e-08+3.149833105453581e-08j\t|\n", + "|\t12, 4, 'sub' | 3.979242535478988e-08+3.150559280129528e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 5, 'mult' | 1.401534245815128e-05+1.323684409726411e-05j\t|\n", + "|\t12, 5, 'add' | 4.104373374502757e-08+3.527924263835303e-08j\t|\n", + "|\t12, 5, 'sub' | 4.083585736225359e-08+3.524857561387762e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 6, 'mult' | 1.838919706642628e-05+1.530510962766130e-05j\t|\n", + "|\t12, 6, 'add' | 3.690153960178577e-08+3.248203483963152e-08j\t|\n", + "|\t12, 6, 'sub' | 3.679446081150672e-08+3.259012260059535e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 7, 'mult' | 1.407695526722819e-05+1.304496254306287e-05j\t|\n", + "|\t12, 7, 'add' | 3.835214101854945e-08+3.656390390460729e-08j\t|\n", + "|\t12, 7, 'sub' | 3.843599216679650e-08+3.644112211986794e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 8, 'mult' | 1.442350912839174e-05+1.455959863960743e-05j\t|\n", + "|\t12, 8, 'add' | 3.759896571864374e-08+3.201003551112080e-08j\t|\n", + "|\t12, 8, 'sub' | 3.751359756165584e-08+3.199495068884062e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 9, 'mult' | 1.182602136395872e-05+1.949336729012430e-05j\t|\n", + "|\t12, 9, 'add' | 3.489717848026430e-08+3.038888962691999e-08j\t|\n", + "|\t12, 9, 'sub' | 3.493082090244570e-08+3.051535202303057e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 10, 'mult' | 1.711892582534347e-05+1.364523632219061e-05j\t|\n", + "|\t12, 10, 'add' | 3.655232205801440e-08+3.402936954444158e-08j\t|\n", + "|\t12, 10, 'sub' | 3.649421387308394e-08+3.387191327419714e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 11, 'mult' | 1.493028025834064e-05+1.414882717654109e-05j\t|\n", + "|\t12, 11, 'add' | 4.538685516308760e-08+3.434644213484717e-08j\t|\n", + "|\t12, 11, 'sub' | 4.529644215267581e-08+3.412959337367738e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 12, 'mult' | 1.069084100890905e-05+1.102482929127291e-05j\t|\n", + "|\t12, 12, 'add' | 2.746389782259939e-10+9.582379334460711e-09j\t|\n", + "|\t12, 12, 'sub' | 3.267359716119245e-10+9.517421517557523e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 13, 'mult' | 1.667438846197911e-05+1.576762588229030e-05j\t|\n", + "|\t12, 13, 'add' | 3.557286731847853e-08+3.372673518242664e-08j\t|\n", + "|\t12, 13, 'sub' | 3.555368621732669e-08+3.356103661644738e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t12, 14, 'mult' | 1.521922240499407e-05+1.443663063582790e-05j\t|\n", + "|\t12, 14, 'add' | 3.550476890268328e-08+3.358823619237228e-08j\t|\n", + "|\t12, 14, 'sub' | 3.573605411588687e-08+3.359050992912671e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t13, 0, 'mult' | 1.379195055051241e-05+1.612008782103658e-05j\t|\n", + "|\t13, 0, 'add' | 4.316198953802086e-08+3.750631094590062e-08j\t|\n", + "|\t13, 0, 'sub' | 4.309472423358329e-08+3.741704546200708e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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| 3.707683760012515e-08+3.333218501211377e-08j\t|\n", + "|\t13, 4, 'sub' | 3.697736872254609e-08+3.333015285988949e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 5, 'mult' | 1.345195778412744e-05+1.433154648111667e-05j\t|\n", + "|\t13, 5, 'add' | 3.636580458987737e-08+3.317504138067306e-08j\t|\n", + "|\t13, 5, 'sub' | 3.635072687302454e-08+3.337694920446665e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 6, 'mult' | 1.410775803378783e-05+1.771996539901011e-05j\t|\n", + "|\t13, 6, 'add' | 3.706344386955607e-08+3.429801154197776e-08j\t|\n", + "|\t13, 6, 'sub' | 3.701632866892623e-08+3.432199946473702e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 7, 'mult' | 1.141568213824939e-05+1.517345572210616e-05j\t|\n", + "|\t13, 7, 'add' | 3.784471402923373e-08+2.916581820500141e-08j\t|\n", + "|\t13, 7, 'sub' | 3.767206635529874e-08+2.923090391959704e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 8, 'mult' | 1.249567867489532e-05+1.430272823199630e-05j\t|\n", + "|\t13, 8, 'add' | 3.070738374688631e-08+3.260311132180505e-08j\t|\n", + "|\t13, 8, 'sub' | 3.071482979066786e-08+3.254382363593322e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 9, 'mult' | 1.321616582572460e-05+1.358721056021750e-05j\t|\n", + "|\t13, 9, 'add' | 3.438748308326467e-08+3.598365339030352e-08j\t|\n", + "|\t13, 9, 'sub' | 3.431188133617979e-08+3.595039288484259e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 10, 'mult' | 1.347244688076898e-05+1.749116927385330e-05j\t|\n", + "|\t13, 10, 'add' | 4.096824568478041e-08+3.140317517136282e-08j\t|\n", + "|\t13, 10, 'sub' | 4.104086315237510e-08+3.138728743579122e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 11, 'mult' | 1.376780733153282e-05+1.509537105448544e-05j\t|\n", + "|\t13, 11, 'add' | 2.938003262897837e-08+3.605691745178774e-08j\t|\n", + "|\t13, 11, 'sub' | 2.939327714557294e-08+3.592683839315214e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 12, 'mult' | 1.467086258344352e-05+1.494363459642045e-05j\t|\n", + "|\t13, 12, 'add' | 3.882275478872543e-08+3.605543952289736e-08j\t|\n", + "|\t13, 12, 'sub' | 3.879952714669344e-08+3.596004205519421e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t13, 13, 'mult' | 1.267452898900956e-05+1.450542185921222e-05j\t|\n", + "|\t13, 13, 'add' | 2.932836196123390e-10+9.557140856486512e-09j\t|\n", + "|\t13, 13, 'sub' | 3.050979469065851e-10+9.407472134626005e-09j\t|\n", + "---------------------------------------------------------------------------\n", + 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| 4.028802891298255e-08+3.524905167751058e-08j\t|\n", + "|\t14, 5, 'sub' | 4.039091550112062e-08+3.514423951855861e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 6, 'mult' | 1.330872328253463e-05+1.594446803210303e-05j\t|\n", + "|\t14, 6, 'add' | 4.006388110155967e-08+4.171726430968192e-08j\t|\n", + "|\t14, 6, 'sub' | 3.998161446361337e-08+4.177857704235066e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 7, 'mult' | 1.462889485992491e-05+1.379218883812428e-05j\t|\n", + "|\t14, 7, 'add' | 3.293337158538634e-08+3.237605739059290e-08j\t|\n", + "|\t14, 7, 'sub' | 3.280243277004047e-08+3.250539748478332e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 8, 'mult' | 1.236260686710011e-05+1.550531305838376e-05j\t|\n", + "|\t14, 8, 'add' | 3.211017940429883e-08+3.139459181511484e-08j\t|\n", + "|\t14, 8, 'sub' | 3.209441956641967e-08+3.131022197067068e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 9, 'mult' | 1.484429958509281e-05+1.303204771829769e-05j\t|\n", + "|\t14, 9, 'add' | 3.570460194168845e-08+3.428570494179439e-08j\t|\n", + "|\t14, 9, 'sub' | 3.569431328287465e-08+3.431736672609986e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 10, 'mult' | 1.238240292877890e-05+1.295084075536579e-05j\t|\n", + "|\t14, 10, 'add' | 3.446351115599100e-08+4.153984889398998e-08j\t|\n", + "|\t14, 10, 'sub' | 3.439166107455094e-08+4.170933465275084e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 11, 'mult' | 1.460399653296918e-05+1.403364331054036e-05j\t|\n", + "|\t14, 11, 'add' | 3.160084816045128e-08+3.893282141120835e-08j\t|\n", + "|\t14, 11, 'sub' | 3.156236516588251e-08+3.883008048433112e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 12, 'mult' | 1.632590647204779e-05+1.325814446317963e-05j\t|\n", + "|\t14, 12, 'add' | 2.820427624783406e-08+3.064580766931613e-08j\t|\n", + "|\t14, 12, 'sub' | 2.832479140124633e-08+3.061455799979740e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 13, 'mult' | 1.399985922034830e-05+1.564519789098995e-05j\t|\n", + "|\t14, 13, 'add' | 3.776934320853798e-08+2.982689295549790e-08j\t|\n", + "|\t14, 13, 'sub' | 3.782577095989836e-08+2.971422574660210e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t14, 14, 'mult' | 1.092890670406632e-05+1.276790862902999e-05j\t|\n", + "|\t14, 14, 'add' | 3.467732767603593e-10+9.540315204503713e-09j\t|\n", + "|\t14, 14, 'sub' | 2.990816483361414e-10+9.444462989449676e-09j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "===========================================================================\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t 7, 10, 'mult' | 3.590806227293797e-05+2.963767951769114e-05j\t|\n", + "|\t 7, 10, 'add' | 1.153785547103325e-07+7.731895834695024e-08j\t|\n", + "|\t 7, 10, 'sub' | 1.153458555336329e-07+7.717983407928841e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 11, 'mult' | 4.223964060656726e-05+2.963273891509743e-05j\t|\n", + "|\t 7, 11, 'add' | 1.152261006609478e-07+7.721307326846727e-08j\t|\n", + "|\t 7, 11, 'sub' | 1.152435658013928e-07+7.703971505179652e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 12, 'mult' | 4.071845614816993e-05+2.551922807469964e-05j\t|\n", + "|\t 7, 12, 'add' | 1.154693904936721e-07+7.730176321274485e-08j\t|\n", + "|\t 7, 12, 'sub' | 1.151668129750760e-07+7.725412842773949e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 13, 'mult' | 2.866332943085581e-05+2.680327452253550e-05j\t|\n", + "|\t 7, 13, 'add' | 1.151430524259922e-07+7.714892547028285e-08j\t|\n", + "|\t 7, 13, 'sub' | 1.151671966681533e-07+7.709724059168366e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 14, 'mult' | 5.952936771791428e-05+3.929973900085315e-05j\t|\n", + "|\t 7, 14, 'add' | 1.151932451648463e-07+7.723571116002859e-08j\t|\n", + "|\t 7, 14, 'sub' | 1.152797466374977e-07+7.717312655586284e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 15, 'mult' | 3.891401865985245e-05+3.163047222187743e-05j\t|\n", + "|\t 7, 15, 'add' | 1.152314439423208e-07+7.745768471068004e-08j\t|\n", + "|\t 7, 15, 'sub' | 1.153140516407802e-07+7.721189376752591e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 16, 'mult' | 4.130619345232844e-05+3.767300540857832e-05j\t|\n", + "|\t 7, 16, 'add' | 1.152292838924041e-07+7.718738004314218e-08j\t|\n", + "|\t 7, 16, 'sub' | 1.151717157199528e-07+7.713964578215382e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 17, 'mult' | 2.756771573331207e-05+2.921496343333274e-05j\t|\n", + "|\t 7, 17, 'add' | 1.153204038928379e-07+7.723785699909058e-08j\t|\n", + "|\t 7, 17, 'sub' | 1.153829884970037e-07+7.737736495982972e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 18, 'mult' | 4.223918949719518e-05+3.022142482222989e-05j\t|\n", + "|\t 7, 18, 'add' | 1.152667437054333e-07+7.729400408607034e-08j\t|\n", + "|\t 7, 18, 'sub' | 1.152641857515846e-07+7.713799732300686e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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22, 'add' | 1.153252924268600e-07+7.713909155881993e-08j\t|\n", + "|\t 7, 22, 'sub' | 1.151472446281332e-07+7.728129958195495e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 23, 'mult' | 4.317454295232892e-05+4.206698918096663e-05j\t|\n", + "|\t 7, 23, 'add' | 1.153770767814422e-07+7.706778148985904e-08j\t|\n", + "|\t 7, 23, 'sub' | 1.151208550709271e-07+7.749713404336944e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 24, 'mult' | 3.451196971582249e-05+3.272474714322016e-05j\t|\n", + "|\t 7, 24, 'add' | 1.150473849520495e-07+7.712945659932302e-08j\t|\n", + "|\t 7, 24, 'sub' | 1.153044308921380e-07+7.728078799118521e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 25, 'mult' | 4.642253043130040e-05+2.846572169801220e-05j\t|\n", + "|\t 7, 25, 'add' | 1.153010202870064e-07+7.725454054252623e-08j\t|\n", + "|\t 7, 25, 'sub' | 1.153311472990026e-07+7.723622275079833e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 26, 'mult' | 4.795753193320706e-05+2.930982009274885e-05j\t|\n", + "|\t 7, 26, 'add' | 1.151157107415202e-07+7.721136796590145e-08j\t|\n", + "|\t 7, 26, 'sub' | 1.153084809857319e-07+7.728863238298800e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 27, 'mult' | 3.757764352485538e-05+3.895344707416371e-05j\t|\n", + "|\t 7, 27, 'add' | 1.152793061010016e-07+7.732495532764005e-08j\t|\n", + "|\t 7, 27, 'sub' | 1.153000823705952e-07+7.708558769081719e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 28, 'mult' | 2.858187508536503e-05+3.149546046188334e-05j\t|\n", + "|\t 7, 28, 'add' | 1.152757249656133e-07+7.729281037427427e-08j\t|\n", + "|\t 7, 28, 'sub' | 1.152748012600568e-07+7.713833838352002e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 29, 'mult' | 3.323602140881121e-05+2.718219184316695e-05j\t|\n", + "|\t 7, 29, 'add' | 1.153283051280596e-07+7.721203587607306e-08j\t|\n", + "|\t 7, 29, 'sub' | 1.153090778416299e-07+7.743358310108306e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 30, 'mult' | 2.892726479331031e-05+3.063760232180357e-05j\t|\n", + "|\t 7, 30, 'add' | 1.153827042799094e-07+7.724585771029524e-08j\t|\n", + "|\t 7, 30, 'sub' | 1.152074702304162e-07+7.715880201430991e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 31, 'mult' | 3.212279989384115e-05+3.422964437049814e-05j\t|\n", + "|\t 7, 31, 'add' | 1.150801267613133e-07+7.726589501544368e-08j\t|\n", + "|\t 7, 31, 'sub' | 1.153944282350494e-07+7.715095762250712e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 32, 'mult' | 3.552058478817344e-05+2.761749783530831e-05j\t|\n", + "|\t 7, 32, 'add' | 1.151616402239597e-07+7.720184669324226e-08j\t|\n", + "|\t 7, 32, 'sub' | 1.153364763695208e-07+7.724537454123492e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 33, 'mult' | 3.106212534476072e-05+5.094913103675935e-05j\t|\n", + "|\t 7, 33, 'add' | 1.151941546595481e-07+7.712208116572583e-08j\t|\n", + "|\t 7, 33, 'sub' | 1.152903195134058e-07+7.724059969405062e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 34, 'mult' | 3.135149017907679e-05+2.701710764085874e-05j\t|\n", + "|\t 7, 34, 'add' | 1.151839228441531e-07+7.697859416566644e-08j\t|\n", + "|\t 7, 34, 'sub' | 1.152866531128893e-07+7.723332373643643e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 7, 35, 'mult' | 2.869897798518650e-05+4.066370661348628e-05j\t|\n", + "|\t 7, 35, 'add' | 1.152994855146972e-07+7.735786766716046e-08j\t|\n", + "|\t 7, 35, 'sub' | 1.152769470991188e-07+7.712594651820837e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 8, 0, 'mult' | 3.358418325660750e-05+3.658853529486805e-05j\t|\n", + "|\t 8, 0, 'add' | 6.481570835603634e-08+8.172173693310469e-08j\t|\n", + "|\t 8, 0, 'sub' | 6.461036150540167e-08+8.171160459369275e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 1, 'mult' | 2.641241007950157e-05+2.873477205866948e-05j\t|\n", + "|\t 8, 1, 'add' | 6.803452379244845e-08+6.566529009432998e-08j\t|\n", + "|\t 8, 1, 'sub' | 6.804128815929289e-08+6.536882324326143e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 2, 'mult' | 3.335790097480640e-05+3.089819074375555e-05j\t|\n", + "|\t 8, 2, 'add' | 7.411748015329067e-08+5.987971007925807e-08j\t|\n", + "|\t 8, 2, 'sub' | 7.421988357236842e-08+5.990378326714563e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 3, 'mult' | 3.980427209171467e-05+3.268746149842627e-05j\t|\n", + "|\t 8, 3, 'add' | 7.377141741926607e-08+7.145391300866777e-08j\t|\n", + "|\t 8, 3, 'sub' | 7.401902735182375e-08+7.165351689764066e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 4, 'mult' | 3.379728877916932e-05+3.023363387910649e-05j\t|\n", + "|\t 8, 4, 'add' | 7.418518066515389e-08+7.043252026051050e-08j\t|\n", + "|\t 8, 4, 'sub' | 7.406376312246721e-08+7.034551074980300e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 5, 'mult' | 3.275433118687943e-05+2.695574949029833e-05j\t|\n", + "|\t 8, 5, 'add' | 8.353430303031928e-08+7.295864890011217e-08j\t|\n", + "|\t 8, 5, 'sub' | 8.372840909487422e-08+7.299371418412193e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 6, 'mult' | 3.359466791152954e-05+2.873231824196409e-05j\t|\n", + "|\t 8, 6, 'add' | 8.106653126560559e-08+7.302054427782423e-08j\t|\n", + "|\t 8, 6, 'sub' | 8.091980419067113e-08+7.315455974321594e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 7, 'mult' | 3.130861114186700e-05+2.955457239295356e-05j\t|\n", + "|\t 8, 7, 'add' | 7.710586658049579e-08+7.857926220822264e-08j\t|\n", + "|\t 8, 7, 'sub' | 7.742920082876026e-08+7.840560556360288e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 8, 'mult' | 2.465467696310952e-05+2.404379483778030e-05j\t|\n", + "|\t 8, 8, 'add' | 4.646096840588143e-10+1.901764790090965e-08j\t|\n", + "|\t 8, 8, 'sub' | 5.169837891116913e-10+1.878053978998651e-08j\t|\n", + "---------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t 8, 9, 'mult' | 3.500485036056489e-05+3.011877379321959e-05j\t|\n", + "|\t 8, 9, 'add' | 6.867887236694514e-08+7.720856842752255e-08j\t|\n", + "|\t 8, 9, 'sub' | 6.866180513043219e-08+7.719413019913191e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 10, 'mult' | 3.124489012407139e-05+2.819849032675847e-05j\t|\n", + "|\t 8, 10, 'add' | 6.879048441987834e-08+7.744171170998015e-08j\t|\n", + "|\t 8, 10, 'sub' | 6.841968058779457e-08+7.722371719864896e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 11, 'mult' | 4.418080061441287e-05+2.842870981112355e-05j\t|\n", + "|\t 8, 11, 'add' | 6.855299261587788e-08+7.746251640128321e-08j\t|\n", + "|\t 8, 11, 'sub' | 6.867998081361293e-08+7.718838901382696e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 12, 'mult' | 2.939005207736045e-05+2.777389090624638e-05j\t|\n", + "|\t 8, 12, 'add' | 6.864544843665499e-08+7.727200568297121e-08j\t|\n", + "|\t 8, 12, 'sub' | 6.856140544186928e-08+7.732100471002923e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 13, 'mult' | 2.834808037732728e-05+3.004041354870424e-05j\t|\n", + "|\t 8, 13, 'add' | 6.855520950921346e-08+7.721169481555989e-08j\t|\n", + "|\t 8, 13, 'sub' | 6.881029435135133e-08+7.722994155301421e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 14, 'mult' | 4.470350540941581e-05+3.104600182268769e-05j\t|\n", + "|\t 8, 14, 'add' | 6.877800728943839e-08+7.717713401689252e-08j\t|\n", + "|\t 8, 14, 'sub' | 6.859211509890883e-08+7.734251994406804e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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"---------------------------------------------------------------------------\n", + "|\t 8, 25, 'mult' | 3.165376983815804e-05+3.422381632844917e-05j\t|\n", + "|\t 8, 25, 'add' | 6.854278922219237e-08+7.734612950116571e-08j\t|\n", + "|\t 8, 25, 'sub' | 6.866670787530893e-08+7.744330332570826e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 26, 'mult' | 2.887358232328552e-05+3.188627010786149e-05j\t|\n", + "|\t 8, 26, 'add' | 6.860813073217287e-08+7.732359108558740e-08j\t|\n", + "|\t 8, 26, 'sub' | 6.868917523661366e-08+7.716420213910169e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 27, 'mult' | 3.463776374701411e-05+3.605141864682082e-05j\t|\n", + "|\t 8, 27, 'add' | 6.868006607874122e-08+7.730528750471422e-08j\t|\n", + "|\t 8, 27, 'sub' | 6.861934309654316e-08+7.745393304503523e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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31, 'add' | 6.876982183712244e-08+7.723417638771934e-08j\t|\n", + "|\t 8, 31, 'sub' | 6.865168700187496e-08+7.721635597590648e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 32, 'mult' | 3.217450284864753e-05+2.916330822699820e-05j\t|\n", + "|\t 8, 32, 'add' | 6.852050660199893e-08+7.744256436126307e-08j\t|\n", + "|\t 8, 32, 'sub' | 6.860096846139641e-08+7.708345606260991e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 33, 'mult' | 2.886152651626617e-05+3.057644789805636e-05j\t|\n", + "|\t 8, 33, 'add' | 6.876337010908173e-08+7.734206519671716e-08j\t|\n", + "|\t 8, 33, 'sub' | 6.848756584076909e-08+7.728516493443749e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 34, 'mult' | 2.743186269071884e-05+3.029264917131513e-05j\t|\n", + "|\t 8, 34, 'add' | 6.856956247247581e-08+7.735889084869996e-08j\t|\n", + "|\t 8, 34, 'sub' | 6.856605239136115e-08+7.728030482212489e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 8, 35, 'mult' | 3.133480640826747e-05+3.251545422244817e-05j\t|\n", + "|\t 8, 35, 'add' | 6.861853307782440e-08+7.738736940154922e-08j\t|\n", + "|\t 8, 35, 'sub' | 6.870124025226687e-08+7.736502993793692e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t 9, 0, 'mult' | 2.934358053607866e-05+3.095468127867207e-05j\t|\n", + "|\t 9, 0, 'add' | 8.183397426364536e-08+6.909709782121354e-08j\t|\n", + "|\t 9, 0, 'sub' | 8.169442367034208e-08+6.919871964328195e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 1, 'mult' | 2.971275534946471e-05+3.011983608303126e-05j\t|\n", + "|\t 9, 1, 'add' | 7.574020344236487e-08+7.110541133670267e-08j\t|\n", + "|\t 9, 1, 'sub' | 7.574000449039886e-08+7.103392363205785e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 2, 'mult' | 3.518378798617050e-05+3.083945193793625e-05j\t|\n", + "|\t 9, 2, 'add' | 7.039409410936059e-08+6.921087702949080e-08j\t|\n", + "|\t 9, 2, 'sub' | 7.006138957876828e-08+6.936755703179642e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 3, 'mult' | 2.773346568574198e-05+3.304348501842469e-05j\t|\n", + "|\t 9, 3, 'add' | 7.768997534185473e-08+7.200816298791324e-08j\t|\n", + "|\t 9, 3, 'sub' | 7.753541808597220e-08+7.222563080944155e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 4, 'mult' | 3.290866152383387e-05+2.603513712529093e-05j\t|\n", + "|\t 9, 4, 'add' | 8.033188692024851e-08+7.015705705271102e-08j\t|\n", + "|\t 9, 4, 'sub' | 8.025928011079486e-08+7.006565283518285e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 5, 'mult' | 3.163380472415156e-05+3.521352482493967e-05j\t|\n", + "|\t 9, 5, 'add' | 7.114386946227569e-08+7.606536200910341e-08j\t|\n", + "|\t 9, 5, 'sub' | 7.114105926575576e-08+7.619675557180017e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 6, 'mult' | 2.674787901923992e-05+2.766141551546752e-05j\t|\n", + "|\t 9, 6, 'add' | 7.391025746983360e-08+5.982217032851622e-08j\t|\n", + "|\t 9, 6, 'sub' | 7.402888968499610e-08+5.999976337989210e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 7, 'mult' | 2.954460433102213e-05+2.797307388391346e-05j\t|\n", + "|\t 9, 7, 'add' | 7.659062362108671e-08+7.456110040493513e-08j\t|\n", + "|\t 9, 7, 'sub' | 7.658755407646822e-08+7.467184559573070e-08j\t|\n", + "---------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t 9, 8, 'mult' | 3.063809708692133e-05+4.661464481614530e-05j\t|\n", + "|\t 9, 8, 'add' | 7.763958365103463e-08+7.792866085765127e-08j\t|\n", + "|\t 9, 8, 'sub' | 7.750113439897177e-08+7.790350764480536e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 9, 'mult' | 2.667723310878500e-05+2.729336847551167e-05j\t|\n", + "|\t 9, 9, 'add' | 4.311004886403680e-10+1.899235257951659e-08j\t|\n", + "|\t 9, 9, 'sub' | 4.319815616327105e-10+1.893940293484775e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 10, 'mult' | 3.126061346847564e-05+3.454887360021530e-05j\t|\n", + "|\t 9, 10, 'add' | 6.425176479751826e-08+7.437121496423060e-08j\t|\n", + "|\t 9, 10, 'sub' | 6.444703615215985e-08+7.442446303684846e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t 9, 11, 'mult' | 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"---------------------------------------------------------------------------\n", + "|\t17, 15, 'mult' | 2.835324994521216e-05+3.153322904836386e-05j\t|\n", + "|\t17, 15, 'add' | 8.869182011039811e-08+7.011647085164441e-08j\t|\n", + "|\t17, 15, 'sub' | 8.867276335422503e-08+6.996401680225972e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t17, 16, 'mult' | 2.648244844749570e-05+3.573940921342000e-05j\t|\n", + "|\t17, 16, 'add' | 7.270983815033105e-08+7.249590883162682e-08j\t|\n", + "|\t17, 16, 'sub' | 7.282054070856248e-08+7.257636980284587e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t17, 17, 'mult' | 2.372147719142959e-05+2.768276317510754e-05j\t|\n", + "|\t17, 17, 'add' | 4.475282366911415e-10+1.893585022116895e-08j\t|\n", + "|\t17, 17, 'sub' | 4.575042567012133e-10+1.884515654637653e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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"---------------------------------------------------------------------------\n", + "|\t17, 31, 'mult' | 3.436076804064214e-05+2.837817737599835e-05j\t|\n", + "|\t17, 31, 'add' | 6.831805876572616e-08+8.122606232063845e-08j\t|\n", + "|\t17, 31, 'sub' | 6.817583653173642e-08+8.113907767892670e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t17, 32, 'mult' | 2.797554043354467e-05+3.066507633775473e-05j\t|\n", + "|\t17, 32, 'add' | 6.823997011906613e-08+8.118681193991506e-08j\t|\n", + "|\t17, 32, 'sub' | 6.828901177868829e-08+8.122964345602668e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t17, 33, 'mult' | 3.369808428033139e-05+2.637744910316542e-05j\t|\n", + "|\t17, 33, 'add' | 6.821090892117354e-08+8.121546102302091e-08j\t|\n", + "|\t17, 33, 'sub' | 6.826323328823491e-08+8.132441564612236e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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"---------------------------------------------------------------------------\n", + "|\t18, 11, 'mult' | 2.686436346266419e-05+3.300385287730023e-05j\t|\n", + "|\t18, 11, 'add' | 6.500793503505520e-08+7.296183213156837e-08j\t|\n", + "|\t18, 11, 'sub' | 6.487798742682571e-08+7.280843306034512e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t18, 12, 'mult' | 3.006937913596630e-05+2.832962491083890e-05j\t|\n", + "|\t18, 12, 'add' | 8.005545737432840e-08+8.113266858345014e-08j\t|\n", + "|\t18, 12, 'sub' | 8.001182294492537e-08+8.115370064842864e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t18, 13, 'mult' | 3.083623596467078e-05+2.804995892802253e-05j\t|\n", + "|\t18, 13, 'add' | 6.860410195486111e-08+6.746827097003916e-08j\t|\n", + "|\t18, 13, 'sub' | 6.858749657112639e-08+6.754122239271965e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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"---------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t22, 8, 'mult' | 2.956773823825642e-05+3.856582770822570e-05j\t|\n", + "|\t22, 8, 'add' | 7.156991443935112e-08+8.123313932628662e-08j\t|\n", + "|\t22, 8, 'sub' | 7.150725878091180e-08+8.140983709381544e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t22, 9, 'mult' | 2.777749614324421e-05+3.315074900456239e-05j\t|\n", + "|\t22, 9, 'add' | 7.780940336488129e-08+7.595809847771307e-08j\t|\n", + "|\t22, 9, 'sub' | 7.811530622348073e-08+7.604904794789036e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t22, 10, 'mult' | 3.129892866127193e-05+2.727527862589341e-05j\t|\n", + "|\t22, 10, 'add' | 6.163047316931625e-08+7.057008133415366e-08j\t|\n", + "|\t22, 10, 'sub' | 6.152939135972701e-08+7.056435213925738e-08j\t|\n", + 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"---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t24, 0, 'mult' | 2.850921009667218e-05+3.192246003891341e-05j\t|\n", + "|\t24, 0, 'add' | 7.901718390712631e-08+8.745087143324781e-08j\t|\n", + "|\t24, 0, 'sub' | 7.909895316515758e-08+8.756612146498810e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t24, 1, 'mult' | 3.910481973434798e-05+3.775511140702292e-05j\t|\n", + "|\t24, 1, 'add' | 9.013302815219504e-08+7.635232179836748e-08j\t|\n", + "|\t24, 1, 'sub' | 9.012145518738635e-08+7.649776989637758e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t24, 2, 'mult' | 2.864846010197653e-05+3.131709308945574e-05j\t|\n", + "|\t24, 2, 'add' | 7.867321727417220e-08+8.047317123782705e-08j\t|\n", + "|\t24, 2, 'sub' | 7.878128371885396e-08+8.052433031480177e-08j\t|\n", + 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"---------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t27, 17, 'mult' | 3.138851025141776e-05+2.821501402650028e-05j\t|\n", + "|\t27, 17, 'add' | 8.222309588745702e-08+8.008535701264918e-08j\t|\n", + "|\t27, 17, 'sub' | 8.207842938645626e-08+7.991670258888917e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t27, 18, 'mult' | 2.941052662208676e-05+2.988931191794109e-05j\t|\n", + "|\t27, 18, 'add' | 8.487613456509280e-08+6.680384956325724e-08j\t|\n", + "|\t27, 18, 'sub' | 8.491176828329117e-08+6.676094699287205e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t27, 19, 'mult' | 2.823325849021785e-05+2.870653406716883e-05j\t|\n", + "|\t27, 19, 'add' | 7.029183279883000e-08+9.218717877956806e-08j\t|\n", + "|\t27, 19, 'sub' | 7.038414651105995e-08+9.226187103195116e-08j\t|\n", + 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"---------------------------------------------------------------------------\n", + "|\t27, 33, 'mult' | 2.989658969454467e-05+2.993120142491534e-05j\t|\n", + "|\t27, 33, 'add' | 6.346058256667675e-08+6.217739212388551e-08j\t|\n", + "|\t27, 33, 'sub' | 6.346931513689924e-08+6.219699599796513e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t27, 34, 'mult' | 3.084483614657074e-05+3.132893107249402e-05j\t|\n", + "|\t27, 34, 'add' | 6.359331905514409e-08+6.213906544871861e-08j\t|\n", + "|\t27, 34, 'sub' | 6.358266091410769e-08+6.224514947916759e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t27, 35, 'mult' | 2.867110742954537e-05+3.517702862154692e-05j\t|\n", + "|\t27, 35, 'add' | 6.364191662555641e-08+6.213087999640265e-08j\t|\n", + "|\t27, 35, 'sub' | 6.371277549988008e-08+6.216157544258749e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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8.211372914956883e-08+9.001558964882861e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t28, 10, 'mult' | 3.372864739503711e-05+3.466632733761799e-05j\t|\n", + "|\t28, 10, 'add' | 7.622803366302833e-08+6.367127980411169e-08j\t|\n", + "|\t28, 10, 'sub' | 7.620155884069391e-08+6.367810101437499e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t28, 11, 'mult' | 3.640296927187592e-05+3.725089482031763e-05j\t|\n", + "|\t28, 11, 'add' | 6.576667033186823e-08+6.826512333191204e-08j\t|\n", + "|\t28, 11, 'sub' | 6.581944944628049e-08+6.836251031927532e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t28, 12, 'mult' | 2.663677878445014e-05+3.954473686462734e-05j\t|\n", + "|\t28, 12, 'add' | 8.932344996992470e-08+7.312289085348311e-08j\t|\n", + "|\t28, 12, 'sub' | 8.946651064434263e-08+7.286820391527726e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t28, 13, 'mult' | 3.023146200575866e-05+3.017020208062604e-05j\t|\n", + "|\t28, 13, 'add' | 7.630296749994159e-08+7.916008826214238e-08j\t|\n", + "|\t28, 13, 'sub' | 7.628363363210156e-08+7.940023749597458e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t28, 14, 'mult' | 3.172869037371129e-05+2.636319732118864e-05j\t|\n", + "|\t28, 14, 'add' | 7.814321634214139e-08+8.117820016195765e-08j\t|\n", + "|\t28, 14, 'sub' | 7.814285396534615e-08+8.140524698774243e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t28, 15, 'mult' | 3.356437082402408e-05+3.352405110490508e-05j\t|\n", + "|\t28, 15, 'add' | 7.128966217351262e-08+6.983987077546772e-08j\t|\n", + "|\t28, 15, 'sub' | 7.151135150706978e-08+6.982566347346619e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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"---------------------------------------------------------------------------\n", + "|\t29, 9, 'mult' | 3.006673068739474e-05+3.173328877892345e-05j\t|\n", + "|\t29, 9, 'add' | 7.372725008281122e-08+7.860771233936248e-08j\t|\n", + "|\t29, 9, 'sub' | 7.376240773737663e-08+7.868089824114577e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t29, 10, 'mult' | 3.592124267015606e-05+3.274900518590584e-05j\t|\n", + "|\t29, 10, 'add' | 6.736553359587560e-08+8.315674548953211e-08j\t|\n", + "|\t29, 10, 'sub' | 6.720370038237888e-08+8.273644880318898e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t29, 11, 'mult' | 3.138473766739480e-05+4.076629556948319e-05j\t|\n", + "|\t29, 11, 'add' | 7.281551894777749e-08+8.633756465314946e-08j\t|\n", + "|\t29, 11, 'sub' | 7.301309778995346e-08+8.640638782253518e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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8.802783213468501e-08+7.466153206792114e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 7, 'mult' | 3.051659587072209e-05+3.106241638306528e-05j\t|\n", + "|\t32, 7, 'add' | 7.846875860195723e-08+7.250652345192066e-08j\t|\n", + "|\t32, 7, 'sub' | 7.836548121531450e-08+7.257295919771423e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 8, 'mult' | 4.042655928060412e-05+3.002536686835811e-05j\t|\n", + "|\t32, 8, 'add' | 9.016312674248184e-08+7.998465889613726e-08j\t|\n", + "|\t32, 8, 'sub' | 8.999265332931827e-08+7.984530725479999e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 9, 'mult' | 2.664601925062016e-05+2.845702692866325e-05j\t|\n", + "|\t32, 9, 'add' | 9.089009722629271e-08+6.189489454300201e-08j\t|\n", + "|\t32, 9, 'sub' | 9.085030683309014e-08+6.195560331434535e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 10, 'mult' | 3.353649663040414e-05+2.988809865200892e-05j\t|\n", + "|\t32, 10, 'add' | 9.429516012460226e-08+9.846152693171462e-08j\t|\n", + "|\t32, 10, 'sub' | 9.434558023713180e-08+9.869472705759108e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 11, 'mult' | 3.327141894260421e-05+2.560640132287517e-05j\t|\n", + "|\t32, 11, 'add' | 7.901999765635992e-08+7.428073445225891e-08j\t|\n", + "|\t32, 11, 'sub' | 7.923523526187637e-08+7.388891276605136e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 12, 'mult' | 2.898110324167646e-05+2.832878089975566e-05j\t|\n", + "|\t32, 12, 'add' | 8.008683494153956e-08+7.885788022576889e-08j\t|\n", + "|\t32, 12, 'sub' | 7.984888839018822e-08+7.866335494099985e-08j\t|\n", + "---------------------------------------------------------------------------\n", + 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16, 'add' | 7.950445457538535e-08+7.528244339027879e-08j\t|\n", + "|\t32, 16, 'sub' | 7.952181135806313e-08+7.550123370947404e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 17, 'mult' | 3.366384771652520e-05+2.815112384269014e-05j\t|\n", + "|\t32, 17, 'add' | 7.217892061817111e-08+7.684471370339452e-08j\t|\n", + "|\t32, 17, 'sub' | 7.213631292302125e-08+7.675672009099799e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 18, 'mult' | 3.274105984019116e-05+2.994225360453129e-05j\t|\n", + "|\t32, 18, 'add' | 7.270644175605412e-08+7.049519012980454e-08j\t|\n", + "|\t32, 18, 'sub' | 7.274724111994146e-08+7.046133987387293e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 19, 'mult' | 2.776282781269401e-05+2.712490822887048e-05j\t|\n", + "|\t32, 19, 'add' | 7.002191182436945e-08+6.977595035095874e-08j\t|\n", + "|\t32, 19, 'sub' | 6.993434453761438e-08+6.965010612702827e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 20, 'mult' | 3.386715252418071e-05+3.186120738973841e-05j\t|\n", + "|\t32, 20, 'add' | 7.832244364180951e-08+8.650366112306074e-08j\t|\n", + "|\t32, 20, 'sub' | 7.832886694814079e-08+8.639665338705527e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 21, 'mult' | 2.686282095964998e-05+2.963159568025731e-05j\t|\n", + "|\t32, 21, 'add' | 6.972470600885572e-08+7.101639099005297e-08j\t|\n", + "|\t32, 21, 'sub' | 6.945062125396362e-08+7.077585451042978e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 22, 'mult' | 3.094015119131655e-05+2.854046761058271e-05j\t|\n", + "|\t32, 22, 'add' | 8.869554335433349e-08+7.444404559464601e-08j\t|\n", + "|\t32, 22, 'sub' | 8.868088130498109e-08+7.435238558173296e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 23, 'mult' | 3.074168489547446e-05+3.192074655089527e-05j\t|\n", + "|\t32, 23, 'add' | 8.319571520587488e-08+7.608644381207341e-08j\t|\n", + "|\t32, 23, 'sub' | 8.317601896123961e-08+7.609372687511495e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 24, 'mult' | 3.423805173952132e-05+2.936056989710778e-05j\t|\n", + "|\t32, 24, 'add' | 7.281869329744950e-08+7.803640755810193e-08j\t|\n", + "|\t32, 24, 'sub' | 7.297759907487489e-08+7.807329893694259e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 25, 'mult' | 3.297919465694577e-05+3.299262607470155e-05j\t|\n", + "|\t32, 25, 'add' | 8.134361451084260e-08+8.322892597334430e-08j\t|\n", + "|\t32, 25, 'sub' | 8.130149353746674e-08+8.322132316607167e-08j\t|\n", + "---------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t32, 26, 'mult' | 3.688971992232837e-05+3.050638406421058e-05j\t|\n", + "|\t32, 26, 'add' | 6.641502636739460e-08+7.521850875491509e-08j\t|\n", + "|\t32, 26, 'sub' | 6.651112016697880e-08+7.526944045821438e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 27, 'mult' | 2.913235221058130e-05+3.352024486957816e-05j\t|\n", + "|\t32, 27, 'add' | 6.873676738905488e-08+6.604648206121055e-08j\t|\n", + "|\t32, 27, 'sub' | 6.892497594890301e-08+6.619963954790364e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 28, 'mult' | 3.424726310186088e-05+2.701679113670252e-05j\t|\n", + "|\t32, 28, 'add' | 7.172309324232629e-08+7.469333240806009e-08j\t|\n", + "|\t32, 28, 'sub' | 7.167832904997340e-08+7.458406514615490e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t32, 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8.306070142793942e-08+8.964022413238126e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t33, 0, 'mult' | 2.938795660156757e-05+3.169578849337995e-05j\t|\n", + "|\t33, 0, 'add' | 7.819383540663694e-08+7.343129482251243e-08j\t|\n", + "|\t33, 0, 'sub' | 7.801955348440970e-08+7.331118467845954e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 1, 'mult' | 2.892540214816108e-05+3.506481880322099e-05j\t|\n", + "|\t33, 1, 'add' | 6.721182899127598e-08+7.517570566051290e-08j\t|\n", + "|\t33, 1, 'sub' | 6.719539413779785e-08+7.486920594601543e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 2, 'mult' | 3.230045513191726e-05+2.949165354948491e-05j\t|\n", + "|\t33, 2, 'add' | 7.046364203233679e-08+6.588629730686080e-08j\t|\n", + "|\t33, 2, 'sub' | 7.040335958663491e-08+6.582347111816489e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 3, 'mult' | 3.205000393791124e-05+3.185094283253420e-05j\t|\n", + "|\t33, 3, 'add' | 6.941341723631922e-08+8.298735565404058e-08j\t|\n", + "|\t33, 3, 'sub' | 6.933835550171352e-08+8.313224952871678e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 4, 'mult' | 2.536415104259504e-05+3.011549415532500e-05j\t|\n", + "|\t33, 4, 'add' | 8.126438899580535e-08+8.212947477659327e-08j\t|\n", + "|\t33, 4, 'sub' | 8.117467586998828e-08+8.190248479422735e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 5, 'mult' | 2.637384750414640e-05+2.638820296851918e-05j\t|\n", + "|\t33, 5, 'add' | 8.716736488167953e-08+7.020773296062544e-08j\t|\n", + "|\t33, 5, 'sub' | 8.722795286075780e-08+7.011216496266570e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 6, 'mult' | 3.180671774316579e-05+2.872855111490935e-05j\t|\n", + "|\t33, 6, 'add' | 1.012326151794696e-07+8.701542242306459e-08j\t|\n", + "|\t33, 6, 'sub' | 1.016003849940716e-07+8.731245770832174e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 7, 'mult' | 2.955534728243947e-05+3.236233169445768e-05j\t|\n", + "|\t33, 7, 'add' | 6.655506012975820e-08+6.787308848288376e-08j\t|\n", + "|\t33, 7, 'sub' | 6.649930739399679e-08+6.780017258734006e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 8, 'mult' | 2.542964648455381e-05+2.951194255729206e-05j\t|\n", + "|\t33, 8, 'add' | 8.050227506828378e-08+7.190504902609973e-08j\t|\n", + "|\t33, 8, 'sub' | 8.036325027660496e-08+7.206729435438319e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 9, 'mult' | 4.212004387227353e-05+3.162488974339794e-05j\t|\n", + "|\t33, 9, 'add' | 9.443581916457333e-08+6.875920277593650e-08j\t|\n", + "|\t33, 9, 'sub' | 9.449225046864740e-08+6.885723280447564e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 10, 'mult' | 3.577495226636529e-05+3.452219061728101e-05j\t|\n", + "|\t33, 10, 'add' | 8.919553806663316e-08+8.754585678616422e-08j\t|\n", + "|\t33, 10, 'sub' | 8.919067795432056e-08+8.776103754826181e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 11, 'mult' | 2.962727739941329e-05+3.556713954822044e-05j\t|\n", + "|\t33, 11, 'add' | 6.810611807850364e-08+7.461147788490052e-08j\t|\n", + "|\t33, 11, 'sub' | 6.809824526499142e-08+7.473104801647423e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 12, 'mult' | 3.202961579518160e-05+3.226585977245122e-05j\t|\n", + "|\t33, 12, 'add' | 7.881456021152644e-08+6.669505125955766e-08j\t|\n", + "|\t33, 12, 'sub' | 7.877355301388889e-08+6.683727882261792e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 13, 'mult' | 2.575853432063013e-05+3.210116119589657e-05j\t|\n", + "|\t33, 13, 'add' | 8.878356538843946e-08+8.128796480377787e-08j\t|\n", + "|\t33, 13, 'sub' | 8.905905701794836e-08+8.138681550917681e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 14, 'mult' | 2.679612225620076e-05+2.989995118696243e-05j\t|\n", + "|\t33, 14, 'add' | 8.945534091253649e-08+7.622597308909462e-08j\t|\n", + "|\t33, 14, 'sub' | 8.951005270319001e-08+7.639567911610357e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 15, 'mult' | 3.148950190734467e-05+3.429423668421805e-05j\t|\n", + "|\t33, 15, 'add' | 8.486892966175219e-08+9.767046549313818e-08j\t|\n", + "|\t33, 15, 'sub' | 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"---------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t33, 32, 'mult' | 3.316345100756735e-05+2.997127558046486e-05j\t|\n", + "|\t33, 32, 'add' | 7.627835429957486e-08+8.072424151350788e-08j\t|\n", + "|\t33, 32, 'sub' | 7.641021237958512e-08+8.071820190025392e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 33, 'mult' | 2.178344220737927e-05+2.523795410525054e-05j\t|\n", + "|\t33, 33, 'add' | 4.029061528854072e-10+1.896449930427480e-08j\t|\n", + "|\t33, 33, 'sub' | 4.900186922895955e-10+1.883807954072836e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t33, 34, 'mult' | 3.142642526654527e-05+3.242039383621886e-05j\t|\n", + "|\t33, 34, 'add' | 8.723236177843319e-08+7.219870212793467e-08j\t|\n", + "|\t33, 34, 'sub' | 8.715119292901363e-08+7.203773577657557e-08j\t|\n", + 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34, 'add' | 4.394564712129068e-10+1.904430746435537e-08j\t|\n", + "|\t34, 34, 'sub' | 4.030393796483622e-10+1.901531732073636e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t34, 35, 'mult' | 3.800628473982215e-05+3.738951636478305e-05j\t|\n", + "|\t34, 35, 'add' | 6.102118277340196e-08+6.422237674996722e-08j\t|\n", + "|\t34, 35, 'sub' | 6.089433135514355e-08+6.408761521470296e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "|\t35, 0, 'mult' | 2.560429857112467e-05+4.214062937535346e-05j\t|\n", + "|\t35, 0, 'add' | 7.892330700087768e-08+1.129904774188617e-07j\t|\n", + "|\t35, 0, 'sub' | 7.894519171713910e-08+1.128980784415035e-07j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 1, 'mult' | 3.415438914089464e-05+2.798868808895350e-05j\t|\n", + "|\t35, 1, 'add' | 6.800856056088378e-08+8.439444343366631e-08j\t|\n", + "|\t35, 1, 'sub' | 6.803668384236516e-08+8.447653954135603e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 2, 'mult' | 3.008457861142233e-05+3.527026274241507e-05j\t|\n", + "|\t35, 2, 'add' | 7.279817282324075e-08+8.398021122957289e-08j\t|\n", + "|\t35, 2, 'sub' | 7.274447000327200e-08+8.382676242035814e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 3, 'mult' | 3.496324643492699e-05+2.965506973851006e-05j\t|\n", + "|\t35, 3, 'add' | 7.779410182706670e-08+9.161169600702124e-08j\t|\n", + "|\t35, 3, 'sub' | 7.800576895533595e-08+9.163915137833101e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 4, 'mult' | 3.547425512806512e-05+4.449277184903622e-05j\t|\n", + "|\t35, 4, 'add' | 7.181827044178135e-08+7.248351607813674e-08j\t|\n", + "|\t35, 4, 'sub' | 7.168387128331233e-08+7.241615662678669e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 5, 'mult' | 2.826294803526253e-05+2.915403820225038e-05j\t|\n", + "|\t35, 5, 'add' | 7.003771429481276e-08+7.850354677430005e-08j\t|\n", + "|\t35, 5, 'sub' | 6.986101652728394e-08+7.861065398628853e-08j\t|\n", + "---------------------------------------------------------------------------\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "|\t35, 6, 'mult' | 3.768418173422106e-05+2.930207051576872e-05j\t|\n", + "|\t35, 6, 'add' | 6.575598376912239e-08+7.358578102412139e-08j\t|\n", + "|\t35, 6, 'sub' | 6.553173648171651e-08+7.367276566583314e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 7, 'mult' | 3.647789344540797e-05+3.084451600443572e-05j\t|\n", + "|\t35, 7, 'add' | 6.842978450549708e-08+7.904822041382431e-08j\t|\n", + "|\t35, 7, 'sub' | 6.837575483586988e-08+7.904927201707324e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 8, 'mult' | 3.000755532411858e-05+4.717832041478687e-05j\t|\n", + "|\t35, 8, 'add' | 9.286057434110262e-08+7.100119603364874e-08j\t|\n", + "|\t35, 8, 'sub' | 9.301604109168693e-08+7.088860343174019e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 9, 'mult' | 3.119454049738124e-05+3.043162359972484e-05j\t|\n", + "|\t35, 9, 'add' | 1.006386298740836e-07+8.643826276966138e-08j\t|\n", + "|\t35, 9, 'sub' | 1.003828202783552e-07+8.631417358628823e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 10, 'mult' | 2.766359830275178e-05+5.168722782400437e-05j\t|\n", + "|\t35, 10, 'add' | 9.531052569400345e-08+7.128423362701142e-08j\t|\n", + "|\t35, 10, 'sub' | 9.545633616880878e-08+7.109923672032892e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 11, 'mult' | 3.073485277127475e-05+2.834691258613020e-05j\t|\n", + "|\t35, 11, 'add' | 7.300846505131631e-08+6.822449449828127e-08j\t|\n", + "|\t35, 11, 'sub' | 7.295690807040955e-08+6.793797524551337e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 12, 'mult' | 2.732059510890394e-05+3.137828298349632e-05j\t|\n", + "|\t35, 12, 'add' | 7.294369197552442e-08+6.960843279557594e-08j\t|\n", + "|\t35, 12, 'sub' | 7.307654215082948e-08+6.971751531636983e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 13, 'mult' | 3.201402432750911e-05+3.223444218747318e-05j\t|\n", + "|\t35, 13, 'add' | 6.932331331199748e-08+6.350789050202366e-08j\t|\n", + "|\t35, 13, 'sub' | 6.923187356733251e-08+6.343665148733635e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 14, 'mult' | 3.833356095128693e-05+3.071331707360514e-05j\t|\n", + "|\t35, 14, 'add' | 7.953167369123548e-08+7.668902668456212e-08j\t|\n", + "|\t35, 14, 'sub' | 7.969005721975009e-08+7.679471991650644e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 15, 'mult' | 3.128708340227604e-05+2.931580092990771e-05j\t|\n", + "|\t35, 15, 'add' | 7.420706538141530e-08+7.363336074206472e-08j\t|\n", + "|\t35, 15, 'sub' | 7.438168836415571e-08+7.361188636423321e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 16, 'mult' | 2.778440830297768e-05+3.287159734099987e-05j\t|\n", + "|\t35, 16, 'add' | 7.751148700663180e-08+6.990089218561479e-08j\t|\n", + "|\t35, 16, 'sub' | 7.781467559198063e-08+6.959919574001106e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 17, 'mult' | 2.944608604593668e-05+2.566337207099423e-05j\t|\n", + "|\t35, 17, 'add' | 8.007911311835869e-08+7.526156764470215e-08j\t|\n", + "|\t35, 17, 'sub' | 7.998923123864188e-08+7.510884358907788e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 18, 'mult' | 2.818908978952095e-05+2.489434336894192e-05j\t|\n", + "|\t35, 18, 'add' | 7.382108435649570e-08+6.532798124680994e-08j\t|\n", + "|\t35, 18, 'sub' | 7.373145649580692e-08+6.543808694914333e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 19, 'mult' | 2.710380340431584e-05+4.347004141891375e-05j\t|\n", + "|\t35, 19, 'add' | 7.411563274217770e-08+7.053631634335034e-08j\t|\n", + "|\t35, 19, 'sub' | 7.396126730507824e-08+7.065480644996569e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 20, 'mult' | 2.613307151477784e-05+3.475477569736540e-05j\t|\n", + "|\t35, 20, 'add' | 7.671630442018795e-08+8.266546558388654e-08j\t|\n", + "|\t35, 20, 'sub' | 7.646622179890983e-08+8.266567874670727e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 21, 'mult' | 3.912433021469042e-05+3.010338696185499e-05j\t|\n", + "|\t35, 21, 'add' | 9.172947557090083e-08+8.904871151571569e-08j\t|\n", + "|\t35, 21, 'sub' | 9.161337288787763e-08+8.886559044185560e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 22, 'mult' | 3.058311267523095e-05+3.769479371840134e-05j\t|\n", + "|\t35, 22, 'add' | 8.353339353561751e-08+9.272804391002865e-08j\t|\n", + "|\t35, 22, 'sub' | 8.366430392925395e-08+9.277982115918348e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 23, 'mult' | 2.923906868090853e-05+3.022824239451438e-05j\t|\n", + "|\t35, 23, 'add' | 7.957805792102590e-08+7.328453932586854e-08j\t|\n", + "|\t35, 23, 'sub' | 7.957456205076596e-08+7.329850859605358e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 24, 'mult' | 3.172094807268877e-05+3.480102168396115e-05j\t|\n", + "|\t35, 24, 'add' | 7.834040616216953e-08+7.403795621030440e-08j\t|\n", + "|\t35, 24, 'sub' | 7.839319948743650e-08+7.397360946015397e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 25, 'mult' | 2.770709215837996e-05+3.793015275732614e-05j\t|\n", + "|\t35, 25, 'add' | 9.092138952837558e-08+7.341017749240564e-08j\t|\n", + "|\t35, 25, 'sub' | 9.112433474456338e-08+7.360023346336675e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 26, 'mult' | 4.637123493012041e-05+3.025644582521636e-05j\t|\n", + "|\t35, 26, 'add' | 7.829896730982000e-08+8.076835200654386e-08j\t|\n", + "|\t35, 26, 'sub' | 7.822604697338420e-08+8.085072522590053e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 27, 'mult' | 3.407990152481943e-05+3.094824933214113e-05j\t|\n", + "|\t35, 27, 'add' | 7.274729796336032e-08+7.660670320319696e-08j\t|\n", + "|\t35, 27, 'sub' | 7.270374602352803e-08+7.682683644816279e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 28, 'mult' | 2.905834844568744e-05+4.668299516197294e-05j\t|\n", + "|\t35, 28, 'add' | 8.060453637881437e-08+8.876389756551362e-08j\t|\n", + "|\t35, 28, 'sub' | 8.066450618571253e-08+8.886462410373497e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 29, 'mult' | 2.857097570085898e-05+3.336473309900612e-05j\t|\n", + "|\t35, 29, 'add' | 8.079193491994374e-08+7.276440783243743e-08j\t|\n", + "|\t35, 29, 'sub' | 8.084032288024900e-08+7.272825541804195e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 30, 'mult' | 3.867804480250925e-05+3.208240059393574e-05j\t|\n", + "|\t35, 30, 'add' | 6.773274496829629e-08+1.032748286888818e-07j\t|\n", + "|\t35, 30, 'sub' | 6.783935191378987e-08+1.034354966122919e-07j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 31, 'mult' | 2.809177385643125e-05+3.661890514194965e-05j\t|\n", + "|\t35, 31, 'add' | 7.169921900640475e-08+7.884706576533063e-08j\t|\n", + "|\t35, 31, 'sub' | 7.169412441498935e-08+7.868354146012280e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 32, 'mult' | 2.580193358880933e-05+2.967413638543803e-05j\t|\n", + "|\t35, 32, 'add' | 8.186786715214112e-08+7.787508593537495e-08j\t|\n", + "|\t35, 32, 'sub' | 8.174305321517750e-08+7.799906143191038e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 33, 'mult' | 3.067141369683668e-05+3.318540166219464e-05j\t|\n", + "|\t35, 33, 'add' | 7.638320198566362e-08+7.431708581862040e-08j\t|\n", + "|\t35, 33, 'sub' | 7.624825570928806e-08+7.431299309246242e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 34, 'mult' | 3.846260369755328e-05+3.353985084686428e-05j\t|\n", + "|\t35, 34, 'add' | 7.291222914318496e-08+7.414115543724620e-08j\t|\n", + "|\t35, 34, 'sub' | 7.283409786396078e-08+7.433061455230927e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "|\t35, 35, 'mult' | 2.836009298334830e-05+2.503614086890593e-05j\t|\n", + "|\t35, 35, 'add' | 4.696047994912078e-10+1.891788770080893e-08j\t|\n", + "|\t35, 35, 'sub' | 4.555147370410850e-10+1.893583601031423e-08j\t|\n", + "---------------------------------------------------------------------------\n", + "===========================================================================\n", + "===========================================================================\n" + ] + } + ], + "source": [ + "a = engine.example(-255, 255)\n", + "b = engine.example(-255, 255)\n", + "\n", + "ct0 = engine.encorypt(a, pk, 1)\n", + "ct1 = engine.encorypt(b, pk, 10)\n", + "\n", + "evk = engine.create_evk(sk)\n", + "print(\"=====\"*15)\n", + "print(\"|\\t\\ttest mult, add, sub\\t\\t\\t\\t\\t|\")\n", + "print(\"-----\"*15)\n", + "for level0 in range(engine.num_levels-1):\n", + " ct0 = engine.encorypt(a, pk, level=level0)\n", + "\n", + " for level1 in range(engine.num_levels-1):\n", + " ct1 = engine.encorypt(b, pk, level=level1)\n", + "\n", + " ctm = engine.mult(ct0, ct1, evk)\n", + " cta = engine.add(ct0, ct1)\n", + " cts = engine.sub(ct0, ct1)\n", + "\n", + " mm = engine.decrode(ctm, sk)\n", + " ma = engine.decrode(cta, sk)\n", + " ms = engine.decrode(cts, sk)\n", + "\n", + " mul = a*b\n", + " add = a+b\n", + " sub = a-b\n", + "\n", + " print(f\"|\\t{level0:2d}, {level1:2d}, 'mult' | {engine.absmax_error(mm, mul):.15e}\\t|\")\n", + " print(f\"|\\t{level0:2d}, {level1:2d}, 'add' | {engine.absmax_error(ma, add):.15e}\\t|\")\n", + " print(f\"|\\t{level0:2d}, {level1:2d}, 'sub' | {engine.absmax_error(ms, sub):.15e}\\t|\")\n", + "\n", + " print(\"-----\"*15)\n", + " print(\"=====\"*15)\n", + "print(\"=====\"*15)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f3b53d48", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7fbb8f46", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ba1ecd8", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84433bca", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7cf2f6b5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "619a9109", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a0d81d87", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "liberate", + "language": "python", + "name": "liberate" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/[Example] Evaluators.ipynb b/examples/[Example] Evaluators.ipynb new file mode 100644 index 0000000..37f576d --- /dev/null +++ b/examples/[Example] Evaluators.ipynb @@ -0,0 +1,1143 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "64152efd-7c46-42ab-8cc7-03dbabefe9f0", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:42.341399Z", + "iopub.status.busy": "2023-11-14T04:22:42.341175Z", + "iopub.status.idle": "2023-11-14T04:22:44.360851Z", + "shell.execute_reply": "2023-11-14T04:22:44.360193Z", + "shell.execute_reply.started": "2023-11-14T04:22:42.341375Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 3.74 s, sys: 10.8 s, total: 14.5 s\n", + "Wall time: 2.01 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "import os\n", + "import warnings\n", + "import numpy as np\n", + "\n", + "####################################################\n", + "import liberate\n", + "from liberate import fhe\n", + "from liberate.utils.helpers import absmax_error, check_errors\n", + "from liberate.fhe import presets\n", + "####################################################\n", + "from matplotlib import pyplot as plt\n", + "from tqdm import tqdm\n", + "\n", + "\n", + "warnings.filterwarnings(action='ignore')\n", + "%config InlineBackend.figure_format = 'retina'" + ] + }, + { + "cell_type": "markdown", + "id": "4f98f4b6-b9d3-4562-9255-f658a6c34480", + "metadata": {}, + "source": [ + "# 1. Generate CKKS_ENGINE" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8fb32ccf-e447-4354-8c95-5cec0941bc0e", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:44.362630Z", + "iopub.status.busy": "2023-11-14T04:22:44.362268Z", + "iopub.status.idle": "2023-11-14T04:22:46.051702Z", + "shell.execute_reply": "2023-11-14T04:22:46.048587Z", + "shell.execute_reply.started": "2023-11-14T04:22:44.362611Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-11-14 13:22:44.398608] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-14 13:22:44.398767] Requested devices for computation are [0].\n", + "[2023-11-14 13:22:44.400164] I have generated a partitioning scheme.\n", + "[2023-11-14 13:22:44.400178] I have in total 17 levels available.\n", + "[2023-11-14 13:22:44.400186] I have 17 ordinary primes.\n", + "[2023-11-14 13:22:44.400193] I have 2 special primes.\n", + "[2023-11-14 13:22:45.997741] I prepared ntt parameters.\n", + "[2023-11-14 13:22:45.997884] ntt initialization took 1.60 seconds.\n" + ] + } + ], + "source": [ + "params = presets.params[\"silver\"]\n", + "engine = fhe.ckks_engine(verbose=True, **params)\n", + "secret_key = engine.create_secret_key()\n", + "public_key = engine.create_public_key(sk=secret_key)" + ] + }, + { + "cell_type": "markdown", + "id": "ad620aaa-1a4d-40bd-b606-a9d54fb1e83d", + "metadata": {}, + "source": [ + "# 2. Add / Substract " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ca81eb37-fb08-4892-b4d7-6fd9d4781cf2", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:46.055947Z", + "iopub.status.busy": "2023-11-14T04:22:46.055176Z", + "iopub.status.idle": "2023-11-14T04:22:46.515867Z", + "shell.execute_reply": "2023-11-14T04:22:46.514874Z", + "shell.execute_reply.started": "2023-11-14T04:22:46.055923Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--------------------------------------------------\n", + "At level 0, add error was 2.98e-10+9.52e-09j,\n", + "\t and sub error was 2.94e-10+9.45e-09j.\t\n", + "--------------------------------------------------\n", + "At level 1, add error was 2.90e-10+9.43e-09j,\n", + "\t and sub error was 2.90e-10+9.51e-09j.\t\n", + "--------------------------------------------------\n", + "At level 2, add error was 3.29e-10+9.61e-09j,\n", + "\t and sub error was 3.37e-10+9.45e-09j.\t\n", + "--------------------------------------------------\n", + "At level 3, add error was 3.28e-10+9.50e-09j,\n", + "\t and sub error was 2.97e-10+9.47e-09j.\t\n", + "--------------------------------------------------\n", + "At level 4, add error was 3.20e-10+9.48e-09j,\n", + "\t and sub error was 3.08e-10+9.55e-09j.\t\n", + "--------------------------------------------------\n", + "At level 5, add error was 3.14e-10+9.37e-09j,\n", + "\t and sub error was 2.95e-10+9.61e-09j.\t\n", + "--------------------------------------------------\n", + "At level 6, add error was 3.12e-10+9.38e-09j,\n", + "\t and sub error was 3.12e-10+9.43e-09j.\t\n", + "--------------------------------------------------\n", + "At level 7, add error was 2.97e-10+9.52e-09j,\n", + "\t and sub error was 3.31e-10+9.48e-09j.\t\n", + "--------------------------------------------------\n", + "At level 8, add error was 3.28e-10+9.41e-09j,\n", + "\t and sub error was 3.09e-10+9.52e-09j.\t\n", + "--------------------------------------------------\n", + "At level 9, add error was 3.23e-10+9.65e-09j,\n", + "\t and sub error was 3.30e-10+9.42e-09j.\t\n", + "--------------------------------------------------\n", + "At level 10, add error was 3.60e-10+9.45e-09j,\n", + "\t and sub error was 3.63e-10+9.47e-09j.\t\n", + "--------------------------------------------------\n", + "At level 11, add error was 3.30e-10+9.62e-09j,\n", + "\t and sub error was 2.90e-10+9.48e-09j.\t\n", + "--------------------------------------------------\n", + "At level 12, add error was 3.06e-10+9.46e-09j,\n", + "\t and sub error was 3.45e-10+9.47e-09j.\t\n", + "--------------------------------------------------\n", + "At level 13, add error was 2.83e-10+9.50e-09j,\n", + "\t and sub error was 3.26e-10+9.52e-09j.\t\n", + "--------------------------------------------------\n", + "At level 14, add error was 2.96e-10+9.44e-09j,\n", + "\t and sub error was 2.92e-10+9.64e-09j.\t\n", + "--------------------------------------------------\n", + "At level 15, add error was 3.02e-10+9.58e-09j,\n", + "\t and sub error was 3.96e-10+9.33e-09j.\t\n", + "--------------------------------------------------\n", + "CPU times: user 147 ms, sys: 9.61 ms, total: 156 ms\n", + "Wall time: 451 ms\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "# generate example data\n", + "a = engine.example(amin = -255, amax = 255)\n", + "b = engine.example(amin = -255, amax = 255)\n", + "\n", + "print(\"-\"*50)\n", + "level = 0\n", + "for level in range(engine.num_levels):\n", + " # # encode\n", + " # pt_a = engine.encode(m=a, level=level)\n", + " # pt_b = engine.encode(m=b, level=level)\n", + "\n", + " # # encrypt\n", + " # ct_a = engine.encrypt(pt=pt_a, pk=public_key, level=level)\n", + " # ct_b = engine.encrypt(pt=pt_b, pk=public_key, level=level)\n", + "\n", + " ct_a = engine.encorypt(a, pk=public_key, level=level)\n", + " ct_b = engine.encorypt(b, pk=public_key, level=level)\n", + " \n", + " # Add / Sub\n", + " ct_add = engine.cc_add(a=ct_a, b=ct_b)\n", + " ct_sub = engine.cc_subtract(a=ct_a, b=ct_b)\n", + "\n", + " c_add = a + b\n", + " c_sub = a - b\n", + "\n", + " # pt_add = engine.decrypt(ct=ct_add, sk=secret_key)\n", + " # pt_sub = engine.decrypt(ct=ct_sub, sk=secret_key)\n", + "\n", + " # m_add = engine.decode(m=pt_add, level=level)\n", + " # m_sub = engine.decode(m=pt_sub, level=level)\n", + " m_add = engine.decrode(ct_add, sk=secret_key)\n", + " m_sub = engine.decrode(ct_sub, sk=secret_key)\n", + "\n", + " add_err = absmax_error(c_add, m_add)\n", + " sub_err = absmax_error(c_sub, m_sub)\n", + " print(f'At level {level:2d}, add error was {add_err:.2e},\\n'\n", + " f'\\t and sub error was {sub_err:.2e}.\\t')\n", + " print(\"-\"*50)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "284c65ff-43f1-4984-8a56-7ffc20e22797", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:46.517163Z", + "iopub.status.busy": "2023-11-14T04:22:46.516981Z", + "iopub.status.idle": "2023-11-14T04:22:48.323516Z", + "shell.execute_reply": "2023-11-14T04:22:48.322494Z", + "shell.execute_reply.started": "2023-11-14T04:22:46.517143Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "err add\n" + ] + }, + { + "data": { + "image/png": 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fvTjpkAAAckayGQCw1ctz2/eC/KcX5ycUCQAUr82NegCm54x+RlpJKAQAIJUmLdsYI+dXtE1f/cSsBKMBAAAAAACgVHVllAIodBIKAQA6yTtEhWX84sqkQwAAoEjoMAAAgFLT2pqJipqGqG9qSTqUouLWovDYJwBd1yfpAAAAAEgnyRcApFFZFGaXAR1F5VoLAEAu1De1xFfunBgj51fEIW8YGLdffFIcdcCeSYcFPVamiziArNBDIQAAQBHQVgZQ3BTz+ZORxQd0QNEAQDF5ZsbqGDm/IiIiVmyoiz88Py/hiOiMhuaW2Fjb6J4FgJzTQyEAAADdIokRIH88LkqYax4AAEXkt8/ObTf9zIw1CUVCZy1YVx1fGjIxllXWxlnH7h9//fy7YkDf3kmHBUCR0kMhAAAAAEAOFOrwygBAfjU0t8TPnpgVg68bHlc9PjPqm1qSDolu0jEcu5KrO4A/vbggllXWRkTES3PWxXMzJYECkDsSCgEAAIqABm0AAAAoTE9OXR23jV4c89bWxJBXlsQTU1clHRJFbOXGuvjqnRPjP//2SoycX550OGTJtuXGtr1MFpuMfvoBEiWhEACAVDLUKgAA2aJuCeyI8gHIhu88MLXd9PcenJZQJJSCKx6ZHkNnrY0JSzbEV+6cGLWNzUmHBACkjIRCgIRtqm+KHz48PS68dVy8PGdd0uEAAABAUdPTBdAVegIHICJdCebD5v6rV8L6ptZ4eNLKBKMpPaoOZJP713Qor26IiUsqY3PD9gnc9iBp1SfpAABK3a+enhP3jF8WERGjFlTEuB+dHfvvOSDhqEgrjdwA5JPrDtAV9U0t8etn5sSrSzfEB487IL5+1r9F714peiqXsIxCN2/KEnpa3NFqPTwCACgsaUos3KqjBBdKk7sLyL4ZK6viC7eOi421TUmHAlmlh0KAHFi5sS4+dv2oePMPn4pv3TclGptbdzjv1mTCiC0P5W8ctjAfIQLd4W4bgByqb2qJycs2xLpN9UmHQgfS+NCo0Nw7flkMeWVJTF9ZFde9ME8P7aRLN+8FJAQCABQH7/cA0JFfPDVbMiFFSUIhQA7cOnJxTF9ZFa2ZiEcmr4wR88p3/aXXVNQ05jAyAIDiVNfYEne8siTuGb8smlp2/DJHoappaI5P/GV0nP/XV+Lsa4fHhCWVSYcEWXfVE7PaTX/rvinJBAIAALATkgeBiIiy8HYpuzZm0fqkQ4CckFAIkAO3jV7cbvryh6clFAkAQO4UUo9tX7xtXFz5+Mz44cPT4zv3T006nC67f8LymLOmOiIiqhua4yePzkg4Isi9asNuUQI8gILiUUh1X4B8klsHpEmmg4xg1TiS5PgjrSQUAgAAkBP1TS1x19ilcW+Oew2ct7Y6JizZ0Db9+NRV0dDckrP15cKdY5a0m96aXAhQqBqaW2LumuqoMqwPACTOg2oAOsP1AoDO6pN0AACQhDEL18f0lRvjA8fsH0cfsGfS4ZAS3sYF6Jqv3DkxRs6viIiIkfMr4i+ff1dO1rNyY912f2tqyUR/d7wAObGpvikuuGlszFy1KQbt0S+GXHJyvPVNeycdVk4tWV8b7/u3pKMAAAAKnaS93GltzcS4xZWxe//e8fZD9kk6HICipodCAErOC7PWxgU3j41fPj0nPnb9qFhYXpN0SABQdJZX1rYlE0ZEPDV9dVTX68UKoLsK6eWW+ycsj5mrNkVEREVNY/zy6dkJR5R7P3pkekxetmHXM/bI9o8eOxitCwCABKWxfpbCkFPN9s6dr909KS64eWx8/IbR8ZeXFyQdTl6USVEFEiKhEICSc9l9U9o+NzS3xm+fnZNcMACQYjtrRF+7qX67v21uSNcwxAB07IZtHty8snB9QpHkRmYHF7ifPjYzz5EAQOdIXgG6SooSha6jRLpnZqxp+/y75+bmMxyAkiOhEICSU9PQ3G76xdnrEooEAIC0SGMvFEB2TV9ZleM1KGgA2N7EJZVx7/hlsa56+5e2AAAobO70Sas+SQcAAJAWO+qpBIDCo8wGAADS7vGpq+L/7pkcERGD9ugXL3z7DEMfAlmh1ST9ylwOci7jTAFKmIRCAACAIlDKzVvF0H5aphUYoCglWbxv2NwYVz4+Mxasq4kLTj40vnDK4a430APeVyEJW5MJIyIqahrjv24aG8sqaxOMCAAAKAWGPAYAIJU8CoXkyUkAyB+JLHTV9S8tiMenropZqzfFTx6bGXPXVicdEgA9NGdNddQ2tiQdBgAp5bYSgM6SUAhZ0NTSGpWbG6O5pTXpUAAAAADogWLpxe+20YvbTf/q6TkJRQIAAOn17Iw18eUhE+JXz8yO+iZJ3fliuGGAZBnyGHpo7ab6uPj2CTF79aZ4x6H7xO0XnxRv3L1f0mGRYsXx2AIAKAV6ywLInyLJcWOntt/J2bzUbqxryuLSAACg+C0sr4n/uevViIh4cc666N+7V3x78DE7/Y72MrJJYiWQFD0UQg/dNnpxzF69KSIipi7fGHePW5pwRKSdaiEAQM+pUwHkTjHmNnroB0BExPLK2vj2/VPiO/dPjZUb65IOB4CE/fbZ9r18//mlBQlFAgD5JaEQeujvwxe1m/790HkJRQIAAKWpWIamBCA/yvKYEilREdJPVbO0fGnIhHh40sp4aNKK+ModE5MOB4CELa/senK5ukPh6e5tWT7vHQEKjYRCAACAIqB5C6C4SUwDSIbyt3QsKq+J+etq2qZnrd4Uq/RSCGzDdQEKmxePAbKjT9IBAAAAlLp11fXRt1eveMPu/ZIOBQCK2pw1m+K6540uAcD2ahtbtvtbQ3NrApEAwK7Jmys8TS2tceOwhTF79aY474Q3xYffemDSIQF0m4RCAIBO8vIpkAt/GDo3/vzSgujXu1f84vy3xn+++9CkQwKAotTY3Bqf/fvYqKpryts6PeQDACgO6nXArtw6anH84bUX2J6ZsSae+eb747iD9ko4KoDuMeQxACVPQwAASVlf0xB/fmlBREQ0trTG9x6cFhlj52RFqWzG8uqGWLupPukwAFLhqemr8ppM2FUd3ZuqFwDQGZo3ga5SbkD2/fqZOe2mf/HU7IQiAeg5PRQCQBHJ6EMPIFUmLNmw3d9aMxG9tep2STFsru78hn+MWRJXPTErWloz8e1zjo7/O/uorMfFv3gJBdKvorox6RAAAEgp73nQWY6VwpNUk87iis0JrRmg5/RQCAAARaa+qSV++fTs+NKQCTF05pqkw4GcK8V22uaW1vjJYzOjpXXLr//D8/OiqrZwe90Ceq4Uy7qk6BUQAAAgndzPAWSHhEKATshkMvHsjDVx/4TlUdfY0o3v5yAossb+obMcK6TF9S/Nj5tGLIqX5qyLr/7j1VjiTUhKULH3JtfRkJ0zV1clEAnQE2uq6uPaoXNjyOjF0dzSmnQ4Ja3YrxsAAGRHGuuN2rXZyrGQPmVFMTYLkEapHfJ44sSJ8fTTT8eoUaNi1qxZUV5eHn379o2DDz44Tj311Pjyl78cp512WtJhAkXiV8/MiZtGLIqIiLvGLY3HvnZqlKXxrhGgiCiGd+wvLy9sN/275+bGXz7/roSiIV+0BwKkS1NLa5z3l1GxdlNDREQsqtgcPzvvrQlHVdwynbxaut8HAAAAoJSlMqHw9NNPj5EjR27398bGxpg/f37Mnz8/hgwZEl/84hfj5ptvjn79+iUQJVBMtiYTRkRMW1EV4xZXxilv3rfT3/csgs5YXVUXd45ZGvvu3i8uet8R0be3joSB7FixsS7pEMizUfMr4p7xy+LN++0eXz/r36J/n95Jh5R33rgGCt1T01a3JRNGRNw5ZqmEQgAAIC80mwAAO5PKhMJVq1ZFRMTBBx8c//mf/xnvf//747DDDouWlpYYM2ZMXHvttbFy5cq48847o6mpKe6+++6EIwaKzby11V1KKOwKuYelqamlNc67YXSsq/5X7yS/PP9tCUcFQBqt2FAbF942ri2hrjWTie996Ni8x9HRCxWd7Rmqy+vKyVJzb+KSyvjNs3OiX59escjQ5FBynPelIa3XKADSRWIQueSFvfzKZDKxYF1N7DWwbxyw14Ckw6Eb8tXJSLEPhVvsvw+g0KWy66Njjz027rvvvli2bFn88Y9/jE996lNx0kknxSmnnBLf+ta3YsqUKXH00UdHRMQ999wTI0aMSDhiANi5p6evbksmjIi4e9yyBKNhR3KVCAOQTdc9P79dY/+2Q2BTGFpaM/E/d70aE5ZsiNEL1icdDgAFyh0IQLIyMqmAbeSyWMhkMvH/7poU51w3It7/25fjmemrc7cyAICdSGVC4ZNPPhmf+cxnonfvjoftGjRoUFx77bVt0w8++GC+QgPoMU1UpWnp+tqkQwCgSCyrLIwerzx327lxi9dHRU1j0mEAKSKhoedsQqAnNje2bPe3ddX1CURCruSrRymAHZm0bGM8O3NNREQ0NrfGt++fmnBEdIf7juwohA4eCqFuUAjbYVeq6ppi5qqq2NzQnHQoBUmZQFqlcsjjzjjzzDPbPi9cqEcO6I7NDc3x+6FzY8WGurjkfUfE+/5tUNIhAQAUvS0JIwXQWpUDhir5l4bm1uwvNIWNU1OXb4wJSyrjlDfvG299095JhwN0UlkhPFWhy+w16Jmquqbt/rZyQ13sv6fhKAHIjm17JKxr2j6ZHXrCrRzZtqi8Jj5387hYs6k+jhy0e9z71VMM1w5FIpU9FHZGQ8O/ho3cUU+GwM79+pk5cfvoJfH8rLXxhVvHRUVNw66/BAB5IjEJ2KkUJteVmolLKuOTN74S1zw1O87/6+iYunxj0iEBZJ3LEQAAQGkqhZEG/vD8vFizaUuv3YsrNsdNIxYlHBGQLUXbQ+Hw4cPbPh933HFd/v6KFSt2+u+rV//rDZG6urqoq6vr8jpIVn19fYefs6FYjod/jF3a9rk1E/GXF+fG9wcflWBEhaOxsalL+zmTyXR6/paW5qI5htKiLJI/b5uatn/LvTsxtbZ2/ljLlVyWr0nLtG5/87er7d3c7JzOlcYsnTelINPaatt0QUvr9j3H5Wr7NTZuP+RtfX199O61fcLsrsrXpsbGqKuri9Y8xr+zZb/+Ja+t6uvro65f9hvSOtqOdfV10a+scIfZaGzY9XDHO9tv9fXbf7/xtWMgLS5/aFq0vHZtbWrJxE8enR73XfruhKPasbRt37QohG2a6/rrjn5jcxfrMq0FdD3v6KFIocS2Mx3dd23V0PCvc7yjMnarrv7OTBfu0TqsF9TVR99Mdq5nhXQMURqKpX2gpbUl6urqItNBPbuhocF5tQNp3C4d3sM0NERdXeF3WtGV9mcKR3f3Wb7L16bmrj0PKQb1HfQMuPWeMJPJXbtLc/P29b5sLLupaft9mNY6fb51r50tP9s2k+l6/T7f7YY90di44/u3rTqKfUftrX26cV/V07agbFyfW1oK+z7uyWnte1a9ddTi+O7ZRyYUTWFqaKhPRX2S9MpVGVGUCYWtra3x61//um36M5/5TJeXceihh3Z63hEjRsSgQYaCTbMRI0b04Nvbn0ZDhw7twfIKSfvfNnXe0hgaixOKJWntt8WcObNj6MZZnZ6/obFxJ8dF+3nXrF4TQ4eu6kaMdF77bd6aaU38vF24oiwi2lcmOxdT+99SU1OT+G95vZ6Vr4VnS4W/fZLP9tu7/T5ZtmxZDB26JKdxlap5q7p73pSC9sdhVVVVUW2bxpaIh5f0ikXVZXH8Ppn46GGt0SeLfa/XVHfmXM+Oqeu3P46ff/756CCfsJ0t5Wv7/TxjxozYbd302LAhl/F3vu67aNP28w8fPjz26Z+lUF5nzsbtt+PLL78cuxXwHe+sDdvHvK2d7beapohtt+/EiROjan563nxeUN4+/mkrNxVYWdU+vlmzZsXQ9TMTiqVrWlojZmwoi/69I47ZO1NAQxoV/v1zz+uvnf+NC5f3im0HD2k/b/tlra+oKJjt1diYv2tlNs1bueOyd/LkydG4ZEsZ2lEZu9Wuf+c29wMb6uLJZ4ZGv048O5hWuX18L730Ugzs9vWsuOuEpEu62gfanzuV69fH0KFDo6pq+7Jv3LhxsXZnTYRFa9cFUxrLmxWbI7b9baNHjYr5AxMJ5zWduwg07rT9mcKQm7pwbsrX9rEuXrQ4hjYvzMF6CldjS8R2z8imTY1eKzOxaVPu6sJLlu7qHqGz2sc+f/68GFo7t93f6uvTWafPt+putBO2tORq27bfr7W1dV1ebkf1mULd79PLu9d2NruDNreXXnwpBnTqktrTtqD236+rr+/Ws77Xq6xcX7D7aIvCb+vJvZ0fXKNHj44FidYnKXYVFRU5WW4BP17pvuuuuy7Gjx8fERGf/OQn48QTT0w4IgAASE6xjawwrrwsxqzb0ri6tq4sjtgzEyfsW2Q/EqAHbprTK+ZUbSknzz64NT5++PY9EAD5M62yLN69n7oKAACQPQXz7iAARanoEgqHDx8el19+eURE7L///nHjjTd2aznLly/f6b+vXr06Tj755IiIOP300+OQQw7p1npITn19fdubW6effnoMGDCgewsa89J2fxo8eHBPQisc2/y2Aw86MAYPfmtCwSRsm21x7LHHxeCTd3LebzN//379YvDg93dq3pLezvmyzTbvVdYrBg8+O6Fgtlg4YnHE8vY9gHaqLNnmt+yxxx4xePB7shlal2WtfC1Av5v9SkRD+2FEtttP2+yTww47LAYPPjrXoZWkFa8si1i6oN3fiuYa3FPbHId7771XDB58UkLBZN83r27/+26f1ztmX3lW1pZ/w8JxEXWb2/0tV8dW2ezyiHnT2/3tnHPO2eGQx68vX2PMK+3+/a1vfWsMPuGguHPlqxHVVe3+LWvxd6HuO2nZxoiZk9r97YwzzogD9sp+F4W7L6yMmD2l3d/OPPPM2Htg36yvK1sGzF8fMWfqTufZ2X6r3NwYMXFUu7+9+93vjvcc+YasxJcXhX4vtU18xx9/fAw+8U0JBdN589bWxJwx49umX1zVK274ygcTjOh1CnSfZ7X+2oXfOPflRRErlux43m2Wte+gQTF48Andjy2LrpwyMqK5/fBThbAvd2XZ6KURyzruXeed73xnfODoLSOQbKjdvozdape/s4Nj4B8LesePPr/rukrvOeURc9vXC84868zYa0A3r2fb1Qn3jsGDC3doeYpPatsHtjl33rjvvjF48Dvj1mUTI2o2tfu3k9/znjjhkL3zGV1h6KCs21YargvbmrW6OmLahHZ/O/W00+LIfXdLKKLo1LaO2EX7M4Uhi3XhnJev28R65JuPjMFnvSW76yhw9U0tEeOHt/vbO97+jhj87/vH3xaPj5W1Ne3+LVtl3uTn5kesbv+MulvL3mYfHnXU0TH4tMPb/e3XM0fHxsb2Q72nsezOtRsXjY/o4v6+fOKwiG2GFs7Ktt1mv+62224xePB7u7SIm5dOiOWbq9v9rVD3e/20NRELdt4VdEexD1ywfZvbWWefFXv070RqTE/bgrb5/sABA2Lw4FO7/L3Xe+Mbt9RFC1aBtvXk1S7qa6eeemq8edDueQqGUrRixYqcLLeoEgpnzpwZ559/fjQ3N8eAAQPigQceiP33379by+pKguDAgQNj4EB9lKbZgAEDsroPi/V46N27T9H+tq7q169vl7ZFWVlZp+e3nRNQlvx527fP9g+IuhNTr16dP9byIdvla9LKOkjw2dXv69PHOZ0rfftuX5W1rTvWq1evot822fx9vcq2Hz85V9uvX79+Ha6ro4TC1+voYUHffv1i4MCB0atX/uLf2bL796/b7m9brgvZf5Dcv//223HLurb/e6Ho10HM29rZfhvQsv1+7te/X+rP9UKOv2/fdGzfxRsqt/tbIcddaLHlov66o+X16dO1ukwhXc87Gka7UGLbmb59d5yY1/91ZWhd646H1eru7+zM9zqqFwwYMDAGZilBvqyAjiFKT5rbB3r36r3Denb//v1T+7tyLY3bpX//xu3+NjAlx25X2p8pHNnYZ/koX/v26drzkGJQ1qdlu7/1e63dpSyH7UZdvUforL59t9+HZR1U6kttP3dGWbfa2fKzbcu68Twol8dvtvXrt+v7oI5i7/i+akAM7MaLWj1tC8rGfXzv3um7j0tbvLmW5nsh0iFXx9f2V4yUWrx4cQwePDg2bNgQvXv3jnvvvXdLrx0AAFlSbMPGAsUlU8KFVJlBXrYo3UMAyLOOHj4CAAAUG3c+AJSqokgoXLVqVXzwgx+MVatWRVlZWdx2221x3nnnJR0WAClRwvkXkGoSiMgVORLkhfoHQN7t7N7PfSEAHSnlF7coPvVNLfGLp2bFZ/8+Ju4cs8Tx3U253Gql2CY1bcXGeN+vXowjLn8qfv3MnKTD6ZTmltZYX9MQTS2tu54ZKAqZTCYqahqivmn7HmyhWKV+yOOKioo455xzYtGiRRERcf3118cXv/jFhKMC6L4SvF8EAF5nS4O+GkFXZGTnbeGwAQAoeX8bvjBuGbko3rTPwLjusyfEm/fbI+mQClptY3OUVzfEgXsPKMlEHkrLnWOWxM0jF0dExLjFlXHMAXvGe968b8JRpUc+yohc5XgWcrvJ756bG6uq6iNiyzXs0yceEv+2f2Ffuz71tzExdfnGOPbAPeP2S06Kg/Y2lGmh08s+PdHSmomv/XNSPDtzTey/Z/+45aJ3x9sP2afT35e/T1qluofCqqqq+NCHPhSzZs2KiIhf//rX8bWvfS3hqAAAAPJPw1h7ejEl25xikH7OYyDbCu3h4JKKzfHrZ+ZERU1jTF1RFdc+Py/pkAra0vWb48N/HBln/G5YnHfD6Fhf05h0SJBTv3y6fe9vVzw6I6FI4F9Gzq9oN33LyEUJRdJ5U5dvjIiIOWuq49bXknQpHAVWPesxbZzJGzG/PJ6duSYiItZVN8Svnk5Hb6rQU6lNKKytrY3/+I//iEmTJkVExBVXXBE/+MEPEo6KYjJp2YY47Tcvxb//9Nm4dZTKIO2pupFt2XqwVWgN2cXG9gVIj0J++57cqaptiisfmxGX3Ts55q2tTjocgC7p8OUAlzMoGGlISr7h5QXtpp+atjqhSNLhhpcWxLLK2ojYkhTyj7FLE44I8mv1xrqkQ0iVYmsbLrKfExFbhvX+2/CF8ccX5sXG2vwkid/iGXIqGOKdnrhx2MJ202MWrU8oEsivVA553NjYGOeff36MHj06IiK++c1vxjXXXJNwVBSbXz09O1Zs2HIz9YunZsUnTjg49t2jf8JRJUtl619yuSVsZQCArvGmLlt998Gp8fystRERMXxeeYy/4oPRt3dq36UEskyzBlDsmlpakw4hVR54dUW76a31SAD1xnT61n1T4pkZW3oRe3bGmnjmm+8v6hE9iveX9Uw2t0tPDx/P1oE0S2VC4QUXXBBDhw6NiIizzjorvvzlL8eMGTvulrtfv35x9NFH5ys8isSEJRvaPrdmIu6dsDy+dua/JRhR4Xt16YaYtaoqzjh6/zhs392SDgc6rYjvJwEiQrJ6RERtY3MsXLc5Dn3jwNhnt35Jh5OoaSs2xtTlG+O9b9k3/m3/PZMOB7Lq9Q+BN9Q2xXMz18RH335wghEBQH68unRDXPn4jGhpjfjJR4+L971lUNIhAQB0WXfzr1paM23JhBFbep6dtqIq3nHoPtkJDChZHiNTqlKZUPjwww+3fX7ppZfi7W9/+07nP/zww2PJkiU5jgpK2wuz1sZX/jExMpmIPfrPjWe++f449I2SCrfyAgpA9kkGprPKqxvis38fE4sqNsegPfrH3V95Txx9QGkm0o1ZuD6+cOu4aGnNxIC+veKJr58WR5XotihK6pzbqdzcvSGO0vwGuetj8Sqkw7JQD7PHpqyMXz49O3br1yd+86m3x8lHvjHpkCAvMplMfPeBqbG4YnNERFx275QY+8Ozo1evQj1b06mQymHYlsMTKHWtHVyo126q79ayXpi1Nl6auy7effgbulW+ZpTKZJHjCUiKcX+ArLjsviltjWo1Dc1x3fPzkg0IgKLnYQ6ddeuoxbHotYerFTUN8dtn5yYcUXJ+8NC0aGndcvLUN7XGL56enXBEdFcxD9kD0B31TS3xw4enx9pNDbG4YnP89LEdj2ZSqlw5ite66oa2ZMKt0zNWVSUYUSlxYwpQatJYpyrrIOo0/o58mLCkMi69c2LcPW5ZfPv+qTF79aakQ8qK1tZM1DY2t7ULFos0vxBK4Zq+oipuH7247fzXDEupSmUPhS4MUHhqGprbTT83c80O5gQAyK+/DV/YbvqF2Wt3MOcWxXy7sayytt30sLnlOVtXRw0t+XyjtuD3Yw8botwXA7T30px1UdvY0jY9Z011gtFAfnX0YLjYHhZHRExZvjGueXJWRET8+KPHxwl5HsLQg0QA0koPZ533w4en93gZHSVwJqmqtim+8o+JMX5xZdKhQMGbuKQy/uumsdHcmol+vXvFw//7vqRDgsSkMqEQIG00OELpymQyMXNVVQzs2zvevN8eSYcDdKClNRM3vLQgXpq7Lk46/A3R0Nyy6y/lUFJNvC2tmSiLSOXQeOpar7EdtmOTUMiK7ZHeuEXr45kZa+Ktb9o7PvWuN+W9J9XOJE/t7EGqawkUtkwmE9+4Z1Isr6yLiIj/u2dyDP/eB/TaTM4V2/Ua6Llclgsua8knPy5YV5Po+nPhgVeXSyaETvrhw9Oj+bX2hcaW1rjq8ZnRp7fCmdIkoRAAIIfuGLM07hizNMrKIq74yHFx6fvfnHRIlCC3uzv3wuy1cd0L8yIiYuryjckGk5Brh86NG15eEIP26B83fv5d8e4j3ph0SMXPk0lSbsPmxrji0ekxa9Wm+PgJb4rLzj4qlQnJdE9HRdgFN4+NrTl9ra2Z+MxJh+Y1pmKV9ANVKBSLKza3JRNGbOl5e8n62jhy0O4JRgX0REVNQ3z3gakxa9WmOO+Eg+Pyc4+L3uqTAFl3zVOzkw4BUmP+NknFE5duiPe+ed8eLtV9PenUK+kAAIDwRn0JyGTcuEOh+r97JicdQqKWV9bG9S8tiEwmory6IX75dHbKKiPyUmyGzV0XP3l0Rjw6eaUhpyPillGL4unpa2LJ+tr484vzY/wSvR10VVfvALqbWNbY3BoVNQ3R3NLare931us7CPz+Q9Nyui6g9DR3OKxzbsu1rTTZkAZpPExvHbU4hs0tj3XVDXHzyMUxbtH6pENiB7zgkD9uNbPL5mSrwdeNiMsfmha1jc15Xa9nf2yrvqklfv7krPjkX0fH34YvjNZOjLYASdFDIdBpKj0AFBKXJbKloTk/DyJzrbsJTv8Yu7Td9KRlG7MQTcfKsviYq7U1E7eMWhSjF3joRH48N3NtRGw5Z/r27hX/8faDEo4oOQvWVcdfXl7Y7m9XPDI9XvzOB5IJiB1aXVUXF982IeaurY53HLJ33H7JyfHG3fslHRZA0ZD4Ad1347D29ckfPjI9hn/vzISiAdKuFJuKPbftvNVV9XHvhOVx9AF7xpdOOzLpcEiZbJ5qd49bFreOWhwRW9rhjztorzjj6P2ytwLIIj0UAjmhEtt9thwAwK49PWN1/PLpOTF8XnkMn1e+3b8X+7PdDuvbxf6jC8jX7p6UdAiJeHTyyjjyh0/FB/8wYrt/q2nI71v+dM4tIxfH3LXVERExdUVV3D1u6S6+Udwk/kBuVdc3xe+emxO/eGpWrKuuTzqcrNladmizg9yqb2pJOgSArOhqr55VtU3x8px1sXT95hxFxFY/e3JW0iGQQj1Pe/jXArY9Br/7wNSeLhxyRg+FAAAApM7X7y7toaoh3+qbWuJHj0yXkJUyW9963+r3Q+fF1886qsfLlVSTTlOWb4y5a6rjmAP3TDoUitTX7p4cI1570WPY3PJ47H9OSjii3PNONZBmOoaA5K2vaYiP3zA6Vm6siwF9e8WQS06OU968b9JhpUYmoz5WSmasrIrGltZ456H7FM01rLy6IekQYIf0UAh0WneH0QMAkuUKDsVH3byTiqRxsRCMmFcetY16jUlSNoeNp3Sd+6cR8eCrK5IOgyJU39TSlkwYETF/XU3MXlOT9zheXVoZL89dF80trXlfNwCkwdhF6+PPL86PVVXF05twmt06anGs3FgXERH1Ta3xo0emJxwR2aT9Lnv++MK8+Oj1o+KTf30lfvhwfs8T7TGUKgmFAOTEsvW1cduoxfHKwoqkQ4GscfMHpIGiqoRp2yKHWpUtkHP5KMZbM4ZUIjcaO0jg21DblNcY/vLygvjUjWPiktsnxJfvmJjXdVO8VLGBYrC1reiVBRVxwc1j4w/Pz0s2oJ0otXateycsbze9qNywx7CtppbW+OML89um752wPNYUUVL0szPWxMeuHxUX3z4+llfWJh0OtDHkMZATxZ50oyFp51ZX1cVH/jwyahqaIyLihs+9Mz769oMTjgroicenrooJiyvjzGP3i7OOPSDpcAAASk5Gn8MlqcibVyCrfvfc3LbPw+eVx4yVVfHWN+2dYEQA0DW57mT/ew9OK6n6ZVK/VW9mkF11TduPmDF3bXUcuPeABKLJvq/fPSmaX3uT9+onZsUtF7074YhgCz0UAhSYYriX+/OLC9qSCSMivn735ASjoZQ0t7TGb56dE2ddOyy+fd+UqK7Pb28IxerZGavj/+6ZHP8YuzS+NGRiTFhSmXRIUNR62thphFcAAIiYumJjztdRSkkZAKTf1qF1i1GZBjGKlATV5OW6eGl+3bAgL8xem9uVQRdIKARyQsW9tA2bu67b362qa4qqOklgdM/weeVx47CFsah8czw8eWX8c9yypEMqCt+4p31S8A8fnp5QJFB8VJlKl57GAKUAkEvKmOzT3lmanEsUs2IfaSrbtl4GbDcAoBRIKAToBreLuTFk9OJ418+fjxN//nzcNXZp0uEUhfqmllhXXR+traVx1H7rvintpn/9zJysLr80tuL2mlra//IF62oSigSKTyG0QWsIT6cOH2jbldvx2H8L5zmlwFGeGy2tmZiwpDIWrKtOOhR2Qp4bAFAsiqFen6+XSFUBO1YMx9DreSm5GNiHpFOfpAMAgIgtiW9XPTGrbfrHj86Iz7z70OjXR+57d81Zsym+dPuEWFVVH6cfvV/cdOGJMaBv76wsu6ahOf74/LxYV90QX3n/m+Nth+ydleV21/QVVbGxrjE21TfvemYAAKBHJC+VhkwmExffPj5Gzq+IXmURv/rk2+KzJx2WdFhFo76pJe54ZUnUN7XGRe87PPbZrV/SIaWOfHkAio1rW/d5ka402eulwekNyZClAUBB6KjHs9VVdXlZd1NLJv7y8oJoamnNy/py6fV16t8/NzdWVdVHRMSIeeXx3Mw1WVvPlY/NjFtGLY7Hp66K//z7K7G5IblEvltHLY6P3TAqLrx1fGIxABS6Zetr42evS9wHIH00oHddVx4q2r7bG7+4MkbOr4iIiNZMxA8emp5wRMXl2/dPiV89Myeue2Fe/NdNYz0E34VCyGO2jwBKW5ovA8vW1yYdQkGrb2qJeWuro7q+KelQCsLmhub45r2T48SfPx/fuGdy1CT0/CfN5xy5Vwj3B1Ds9FAIABHxu+fmxqb6pvjhucclHUrWvDB7Xbvp656fF+ed8KasLPuhSSvaPtc3tcY945fFpe9/c1aW3VU/f1KCDFB6uvow8xN/HR2VmxtzFE1hKvYHvsX++7JFL2qQG4VYBGXrdN9U3xRz1mzK0tK6ptBGsx8xvzzBtRe35pbWeHr6v176m7OmOqatqIp3HLpPckEVuAIsdiKicOMCoGeKbYjR+yYujz0HSAvoSEVNQ1xw09iYv64mDtp7QNLhFITHpqyKx6asioiIJ6auivcc+cb4wimHJxwVJKdMAyMlSg+FQE64rHafbZecvw9flHQIqbWuuiHpEPKiEB+cQmc4dkvDzho2Si2ZMA3KclHrU5HcjvIP6IoF66rjnD8Mj8/dPC7pUEhQa2sm7p+wPK5/cX6s3VSfk3W0dHCB6sm6XO/yw4NEANLsllGLkw6hU3ZVr2lqaY2bRyyKXzw1Kys9Lw4ZvSTmvzaC1uqq3NT9dqYQaxc/eqR9z+Q/fnRGQpEAkCSvIgCdlua2yUwmE6MXrI+WTCZOP2pQ3hsANewCALmmxzrIHqcTlKbfPzcv1m4qjZel2LHfDZ0bNw5bGBERd4xZGqMvPzP69+mdcFRdV4gPp7NNfh8UF3VwcG3rjF88NTuGvLIkIiIeeHVFjP3h2TGgb/fraje8vCBLkQHFStFMqdJDIeRRa2sm/vLygvjwH0fEd+6fGtX1TUmHlDOFdu//08dmxhduHRcX3TY+vvPA1KTDAVKqVcsmkAfFMqyORvDCNX1FVTwzfXVsbmju9HfWVdfHjx+dHj96ZHqsSeCN/e5yHOZPTnrdhCzbVfL9szPX7PTfKQ1bkwkjtgyB9/CklQlGAwC5o+dVCtGuDsutyYQRERtrm+LBV1fkNqAcK45WwNxQRFEoHIuUKj0UQh6NW1wZv3tubkREzFlTHYfvu1v839lHJRxV8dvc0Bz/GLu0bfrhSSvj8nOPjf33HJBgVNBePiqjbkx75pWFFSUztDNArhRLsmQh6PDBTyc270OvrojvPjg1MpmIt+y3ezz9zfd3qtelr9z5akxdvjEiIiYt3RDPXnZ6FyOm2Dm/c8+7LeSbY26LuWuqs75M2zZdPEAESsGU5RtjcUVNfODo/ZMOhRLX1XrSkorNuQkEClxzS2v8ddjCGLd4fXzg6P3jy6cdGb16FWnFtYNyQR0dck9CIeTRFY9Mbzf9h+fnSSjMgw21jdv9beWGOgmFOVTMDeNNLa1x3fPz4qU56+KkI94YP/rIcTGwX/qGPqLrrnlydtIhQKplMpmYuWpTDOzXO96y3x5Jh1MwctHwUczX4VxraG6JiUs2xMH7DIwjB+2edDg58freuheWb45HJ6+Mz5502E6/s25TfVsyYcSWl6MWldfEm53LqZHJ9Ly80VDL6zkecsM1vLTpJSqdnLdAMXhy2qr4xj2TI5OJOHAvz00oJkV+oS6C6mN9U0tU1zfHvrv361Yy3JZe6Nt/rwg2S6c8OmVV/OH5eRERMXrB+jh8391i8L8fmHBUQDGRUAh5VNlBYluxKvTKWpHfQpBDL8xaG399bfijOWuq46gD9ogvvveIZIMiL2at3pR0CJBqP3x4etw7YXmUlUVc8ZHj4tL3vznpkAqCB5C509VN29jcGuf/5ZWYtXpT9O1dFtdf8K748Ftz1wjX1d7cRi+oiG/fPyVqG1riiv84LmsNhC/PKd9lQmFdU8t2f9vcsP3fClEpDsMrIQUAIHvcs1EKvn735LbPazbVJxgJUEoWrKuJS4aMj+WVdXHqv+0bN3/x3bFbv8JKXynkFpbvvu6l4YiIy+6bErN+9uGEosk/dTTIvV5JBwCkRyFXmnamowdq+a5keKZXPL5xz+R20z99bGZCkQCkx/LK2rh3wvKI2HINvuYpPX5SeJ6YuqotebypJRPfum9KsgFt4+onZsbaTQ1R3dAcVz4+MzY3NCcdUioYhpdCpvE7/wp9m3c4mn2hBw0lYOtpWAjNey2tmVi6fnNsqm9KOhQAckDVj1LyxxfmxfLKuojY0sPek9NWJxxRutU2puPl325JuCJeCPcBkAQJhUDRS9tF3v3ivxTizXNza26CykfvOYW4PUuRB4LZowemzkt6U0153VCplI60FXdPTlvVbrqjXvmSNG9tTdvnhubWeGH22u1nUiwCQGpl+zJeGFWx3EaRtvpmTzU0t8QXbhkXZ/xuWJz5u2Husyg6SbddAIXBi4GlY9sEwl8/MyehSGDnPIuiVEkohE5ynSg2PbshcThkX6mfY2m/SZYkB1A4CvmaWorDz5IsxxzFZEf3DMvW18aIeeVRU+I9l7ojyT7b9F8ymUzcO35ZfP/BqTF05pqkw9lOIdT/CiCE7RRbU8Uz09fEmEXrIyJi/ebG+MVTsxKOCCgVxVaekn0trZm44aX58bmbx8ZfXl4QLTnqmKEjaT88C7EOlQsbNjfGX15eEP8YuzSaW1qTDoe06eBEL4R7ICh2hTUIPRQwN0zppUIBW+TrXCivaYhx68riwIEKTnJLImvn2VRQInJ0ritDIDeyUT8fvaAivnzHhKhvao0j9t0tHvv6abH3wL49X3AJ0nbAzjwyeWVc/vD0iIi4f+KKeOj/vTdOPPyNCUdVWHJdXXCKRvxt+MJ20xOWbEgoEgByJa110ienrYrfD50XERGvLFwfh++7W3z07QcnHBWForU1E5+88ZVYXLE5IiJmrdoUv/rk2xKOCjovpUUz9JgeCqFEZTKZaG3N5C4Zo8CvrB6K5lZab3rpufU1DfGJG8fH3Qt7x3UzesfQ2euSDgkgZzKZTDwwcXn86pnZMWfNpra/Nza3xmX3To4jLn8qPvzHEbG8sjbBKClWqlvkW77voWasrIpHJ6+MipqG/K64gHXU4+YPHpoW9U1bendYsr427hq7NN9hQUn49v1T201f8ciMHi2vdNqlkq2x5KN9yotuxS+pds55a6vj0ze+kszKAbrom/dOaTf99bsn523dOyumk7pMqx60N2J+eVsyYUTEPeOXJRgNAJ0loRBKUH1TS/zvPyfFm3/0dHz0+lGxYkNxP+Tu6KGLujyFJh/D8eXjJvamkYuisrZpy/qiLL770MzcrxQoeMV63b111OL43oPT4u/DF8XHbxgd6zbVR0TEyPnl8eiUVRERMWdNddw0YlGXlqvRkUKT5pdF0hx7NqWtWHlh1to47y+j47L7psS5fxoZlZsbkw6pYK3YUNdu+oGJy/O05nSeXGk7Fyhcc9ZUZ32ZrlnA613xyPSYuFQvlEAJUmnvtLRUH5e8Lpkw23J9uDgcgVImoRDyKMmKXUVNQzw5bVXMW1sdL8xeG8/MWBMRETNXbYpbRy3u1DK6VGkqoBpW2hpkUxYutPPca2XLVk0tBVQYAGTZNU/Nbvvc2Nwa17+0ICIifvxo+x5r/lHgvUVJYNzCZihOpXh8F8P9xGX3TYmW1i07r7y6IW4e2bXEbPKhBE+uPEhb+wUQUebEJUcMaV3ahs1dF5/525j4f3e9Gmuq6nO2Hr2sQm50pXrgLCxu9m9xUOWnVPVJOgAoJUlVGtZV18dH/jQqKmoaom/vsu0SfG4fvSSu/Ni/JxRdMnp6n6wCmH3aLoCu8uCGnqiqbYq9d+ub1WVOW1nV5e84jCF7PAwrHjUNze2mn5m+On7w4WMTioa06OiSmsmk/1qrZEteLq4vGXu2ywphi+WjPGlpzcQtIxfFjFWb4qNvPyg+9O8Hdun7KS/ygIjYVN8UX73z1WhsaY2ILfWZv114YsJRQR518WKW2eb/FI/uVsMdC8XH/RMkQw+FUAL+NmxRVNQ0RERp9hamIS3/stXWnvYHPwAUro/eMDKaXmucT1I2n0+XXi0v3dL0gkua8/TUJykmGtChuKXtmlXf1BJPTlsVYxauTzqUvMlHnegfY5bEr56ZE09MXRX//Y9XY0YXX1pypYD0u2fcsrZkwoiIZ2eu2cncPeNl3a6xufLkdRezTCYTdY0t0VwAbXgUroqahqiqa0o6DPKsLK8ZAC4AlCYJhVACHp68IukQyLMR88rj8oemxV1jl+qpJSXy0RiRyweQGp+Anem4x6Bkr0/LK+vi0ckrE42B3EriEGtqaY2Zq6qivLoh/yuPyGvblks/28pvQy4kZ3NDc/zw4elx3g2j4paRixKv05BOHZWZaTqUWlsz8em/vRJfv3tyXHDz2Pj78IWJxFEI9ZFslwFXPTGr/fTjM7O6fLouLedmIZwPPZWWbZ1rkmJgi+aW1rjsvilx3E+fjbOuHR5z11R3eRnFUDbujOcyEb97bm68+5oX4uRfvBBPTF2VdDjbKeQ91NTSGs/PWhtjF5XGC0JVdU1x5WMz4ut3T+rySzs9pY5DWhnyGMiNQq4hRfJJDLk0a9Wm+OJt47dMTFgevcrK4nPvOSzZoLqpiHfTdkrpt0JnbG5ojt69ymJA397dXsboBRXxjzFL4/BBu8W3Pnh0j5ZFzxRqETdp2cb4z3cfmr0FKsx7ZOT88rj+pQWx7+794qcfOz4O2ntg0iF1SUNzS1xw09iYtGxj7Nm/T9x80bvjlDfvu8P5e9rm2+HX83gIFuLhXogxFZNiek7R3NIaM1dtiv327B8H75NcWeOYTafbRi2Oe8Yvi4iIqSuq4h2H7hMnHfHGhKOC/Bo+rzxmrNzUNv2rZ+bEBSlte+qKJK6F89Z2PXkCAIrB6IXr47EpWxLEllXWxnXPz+tw+O+dXZ7TcM/Vk+pFWp515jLKm0YsioiIhubW+O4DU+Nj7zg4h2srLhffPj5GL9iSTPitDx4d3/zgUQlHlFs/emR6PDVtdUREDJtbHhN//EHPjGAX9FAIFL8ievDVGT97sv2byz96ZHpCkXRNMT2gLEVpuXElHX7z7Jz49yufi/f88sUYMa+8W8tYu6k+vnDruHh25pr4+/BF8fvn5mY5SihcaSySaxqa48t3TIzxiyvjmRlr4ieP5r8nlp5ut6emrY5JyzZGRER1Q3P8+NEZPQ+qQKS5npbi0MmR5pbW+NzN4+K8v4yOM38/LF6aszbpkEiZa5+f1276ipTcc1NYsj2CQL7rfxOXVuZ3hQAlJIW39CUjje0taXbt0Pbtubkc/jvbHCvJaGjO/tDYxdquNHX5xrZkwoiI616Yt5O5s6e6vinqm1qysqyu3lNtTSaM2NIW3ZXRi9LcNgo9IaEQKEnFXJefviK/3TRTWCT2kXbLK2vjxmFbhsuqqmuKK7s5vNMNLy1o13Bzy6jF2QgPyJEHJi6Pxtc1+r0wO30JPv8Yu7Td9IJ1NQlFAuzM87PWxvglWxJhGppb43sPTEs4orTSmr5VRU1jTpf/+oce+eb2cot8bQYPqbrOMQr/4nwoHvYlpc4pALk3Lc9D/kZE/PzJWfG2q4bGKb96MUYvqMj7+rdVUdOQdAhQ8Ax5DAmbtmJjXP3ErGhpzcSP/+O4eLdhcrKuzIMOUqBYHhyUFcsPITGPbPNW2OKKzTucd2dH24oNtVmKqDhkuweUXGltzcT4JZWx98C+cdxBeyUdznZeWVARt41eEm/aZ0B878PHJh1OUamub046hKK5FpeydJR0ydjy0kluD/K0XGu2rWus39zzZLAJSyrjF0/Njt69cryN07GJC1qhb8OO2i+ufHxm7Ldn//jI2w5KICIgQj0RoNSMWbg+Hp60Iukw6KQCr+LnlOcxpMXC8pq49bVOHzbWbulI4oVvn9GjZebz+b8zjVIloRDyqKOLzWX3TolFryVLfP3uyfHK5WdFrxw/hKCwHyIUcGiQmMemrIx/jFkaRw7aPX780eNj74F9kw4pEfPXVsd3H5wWFdUN8Y2z/i3+6+TDkg4Jsuord06MF+esi4iIKz92fFxy6pEJR/QvlZsb48LbxkdL65YrdWNL8Vyxi7XtMS3JTWnQUd25WI+brRw9dFZraya+9s9Jsa7am+1J6+l5W8jtBF+7e1Is/tV/JB0GWVTIx1uhKtSqh10JZJt72WTNWbMpPnfLWNdqumTI6MVxcQG1Y6bd8sra2FDb6DwsIvdPXN5uOm0ju/S0HbTY21EpXhIKIWGLXtfz0ppN9TFr9aZ465v2TjCi4tPRRTrfN+UqvZSKXAy5vLhic3zz3ikRETFx6YbYY0CfuPJj/5719aTBL56eHVOXb4yIiB89Mj0+ePwBMWiP/skGBZ3QmbJh2oqNbcmEERFXPzErDwmFnS+zbh65qC2ZMCLinvHLerC0f+luY8LO1tXVZeaqnqKhJLeSrl6q35K05pbWuPb5efH8rLXxrsP2iSs/9u+xe//8N3NNX1mVumTC61+cH+U1DXHx+46IN++3R9Lh9Eh9U0vMXr0p3rTPwKRDyakdlbljFq6PMQsr4pS37Bvve8ug/AZF1vWkhw31LgrRxbePj/e9Zd+49LQ3e4EeSI2fPznL/W4K3TN+WfzyqdmJrf+qJ2ZJKMySx6asjO8+MDWaiuhlboC0klAInZSNhrnOVH2aWlp7viLayUVzlSYwyJ/fD53bbvr20UtKNqFw2Nzyts+tmYg7xyyNb59zdIIRJUuTQnEZt6gy6RB2au2m+k7Pm1TDcxrqJ8Xc00JBbP8cBZGWJIVcvNhA4Xppzrq4cdjCiNjyZvvRB+wZl77/zXmPI4338Nc+Py8iIh6dvDLGX/HBGNC3d8IRdU91fVP859/GxJw11bFn/z7xyXe9KemQ8mrcovVtvedc//KCuPvSU+K9b9k3q+so5us2pSFbVYMVG+oiIr/Dqm2V5qEMh80tj2Fzy+OAvQbEeSeUVhkNPeLym6hJSzcmHULJ6+q9/aa6pvjpYzM6TEBL6nRK8eU7J7qyS3/8SMf7Mq2K55cApahX0gFAWpTKs6lXl26If4xZEsvW1yYdSm6VyP4kPdxf7tj6mnT1+JJPaXiAvbhic3z272PirGuHxSOTVyQdDgUkX3Wr+qaW/Kyom0qljpkGadsXHdYduvEbij1ZRCN+cejoKL3svintpq9JsDeKtNpU3xwPTUpv/ey+CctjzprqiIiobmiOO8YsTTiinutKmXz5w9Pbrl2ZTMTlD0/LUVTQE8VRz1j8uhFm6Lqto07k05TlG+PVpRu8cEIqOWpJ0hduGRdn/X5Y3Ddh+5E5CtXjU1cVVQJaVxRjk0d1Q3PSIVCAkq7SJfFiERQCPRQCbV6cvTYuvXNiZDIRe/Sfu+svpETa3uRNV7RkSz7qwklXuClN1zw5K8Yt3tLz3HcfmBYfOHr/eMPu/RKOinxL8lq880QJV12S47oMPVPbWNgJ47mQi2Jja69baTTklSVd/k4xJVFvm+C0tNhfDC0yxXMkQuH59TNz4m/Dt/Ri/IVTDotrPvG2hCMCSI9RCyoiIuIHD02PM47ePw7ce0DCEe1aS2vh1azy1eZTeL+ctCiGVvE0Pf7XDkxa6aEQaHPZvVPaLmg1Rf4GSDFft9OWQLkzxbyfoFS8OGdd2+eW1kzcuYueY7pSghVPabdrU5dvjFN//VL824+ejuteG6aQzhn+uqHCc21rPaqILsXplueKRFrrYJ15wzYtjV4pCROKQkqLvIKn14MSl/Ldn/Lwuy0t9aQdaWppjasenxnv+eUL8ZU7J8aGzY1Jh9QjdY0tbcmEERF3jV2WhZEvUr6TSZ189qxZqmV3ISuktoXXl6fQE509rAvn6If2elo0r9yY3pc5KW0SCoE22exGuqvX1dVVdXHpHRPiP/48Mh6bsjJrcewolrQ39kGh+VcSjVu+XSn18qe+ufR6E8qG3z43J1ZurIvm1kz86cX5sSxlPdAYZgp6phDPIZf87MtkMm3/kbxR8yvi3de8EMf95Nn4x9j0D6WbbQ5TIA3UV3Zt+NzyGPLKkli7qSGen7U29de8DbXbJ0Quq0zX/XMpc85uoZ5V2grpfrCuBHuFh1JROCVNafjZk7OSDgG6RUIhUBB++fSceGH2upi5alNcdt+UWFddn7VlF0JDRCHEUOhKvSeG0v71wK6MXrC+3fRtoxcnFAmFTEPQNlxcc6qAnnEUheWVtXHun0bGkT98Ov7v3inRkOUE/Hzsrs0NuXvYlMTp/PMnZ0VFTUPUNbXEz5+cFdX1TVlfRzENv1uobGHIn1yfbwVxPhdh/fJb909pN/0HPeJ3oAh3PEAnJH2/ot1h14rtCpWtXV5s24Xc6EoHKT19zr+ofHPPFgAJkVAIeaQCs2NPTF3V9jmTibhlpESJ7iqkN9gAoLOSSb7v/DUzn4nvxXIpL5bf0Vm5OEKWVGyO1tbkN2RaXo5J2zH32JSVcdFt4+NXT8+OG15aEHPWVEfElnujEfMqur3cXO2vXS22pqE5VhXREC5z11a3fW5sbo2hM9cmGA3ZkrZyguJVOm03KalEFLBc18P0PgVAMSuZKhcFS214i562rTuVIRkSCqHAuCBuUV2fveGXc8F+yr6k33ajZ9KSaNAVL89ZF38bvjCWVHhzCChu+bwCl3qPxF31gd8Pi0uGTIiWAkgqTKtCPeZmrqqKb947JYbPK4+/j1gU901c3u7ff/zo9IQi65m/DV+YdAg5U4z1XShUz0xfHd+8d3LcNmpxQSTW5+tBdJqKmUK9vm6rpTUTjc2tSYcBeVEMdRWJP1vkczPY5OxMUuek47L4KN8B0klCIVCQct0AInmtczKZTLwwa23cPW5ZbMrBEF+70tFh0NKaifqmlhJ6m58kPPjqirhkyIT49TNz4j/+PDLWbcreMOxAbnzvganxpSETYsKSyqRD6ZJc1HlcIl9TJNth+LzyeGnOukRjSMsxlaY6/s+fnLXTfy/Ebd6ZkO4cszTncSQlF/tkxspN2V9oCSmUxAn3ptn16tIN8f/+OSkem7IqfvbkrO0SrqErfvrYzDjmJ8/En1+cn50FJnC6d7WIKZCiESgyajulyX6HwrnvLHW52A1duZdPywtVkG0SCoGClOvLsvb+zrnhpQVx6Z0T40ePTI9P3DA68d5xlq2vjXP/NCKO/cmz8ZU7X436puIZlqVYbkqK5WHadx+Y2vZ5c2NL3PDyggSjKS3Fci6wa9kuLR54dUW8NGddfOGWcbG5obM9HTvgSIe7xi1LOoTtKK97ZsWG4hkauNT15Ho2fF551uKAYvHjR2e0m/7hw+nssbUQFMnteZvuVj0ymYg/PD8v1uboRcFCe6GhsKIpDn96cX5B9JZK6Si28pv0KoZjMQ1tFz2JMQ2/LwlFcOjmnEMH6AwJhZBHKjCkzbXPz2v7vKhiczwzY3WC0UT8bcTCmLe2JiIiXpi9NobOWptoPGlTDA0ASRm9oCLpEOhAPhtMKmoa4uonZsbVT8yMipqG/K2YLmtobo17JyTbk01Xyltlc/Hoapmk0ZedUTRQ6IqxDCuI31QIMbxeAoXR7NV67kyDQkui64xHJ69MOgRS6ompq1LXEz7plsYytlQURH2xhNjeu/b6dsWmltYuvGRNZ2m7JSIK714d8kRCIdB5eaw05X7I48LV09jKcrjxpq2oytmyO+PubXrn+eljM3YwZ/oUy01JLo8/cm/p+s2xuGJzTtexqyMkW+dCtk+pLw2ZELePXhK3j14SX75jYpaXTrZtrG3M+jI16LMrXS2/CuXa391je0fxPzF1VXz/wamJPLQvlG3aGWmKFYDCZwgu2CJXVawrHi2eNkigsBVS+3pSbWHZvF8ulXvvGSur4vTfvhz/fuVz8e37p+hZt4DYEztXXt0QVzwyPb7/4NRYXlm7w/m6uh0rNzfGE1NXxaxVXliDnuiTdABA+o1dtD7ry9QQmm7ZutFU0Yb8+euwBfHbZ+dGRMTXz/y3+O6HjunR8l6euy7uKcAhOrtjxYbadgnVU5dvjFUb6+LgfQYmGBXZkd0rjaTDdLP3dqyzzzOGzV0X37hnckRE3D9xRezev0+cc/wBOYysE1J6W5Hthx5pf4iS8vCzpxMbopAeQEKxSEMdLw0xFittmIUvG9fG6vqmLEQCnZP2ujtFxLGYF9k45//w/LxYXVUfEREPT1oZn3n3oXHKm/ft+YIpWoVyen/tn5Ni/Gs9QY9fXBkvf/cDna677Wiuys2Nce6fRsTaTQ3Rp1dZ/P3CE+Ps4xJun4SU0kMhdJI2+R370cPTkw6hyzLuyndpUXlN0iGUlLSXMU6pdKtvamlLJoyIuOHlBVFV1/3G8uWVtXHJ7RNyPix5vo67mg6GiqhtNHxEqUnTg8K0X1OyJd+XprRu92we29+5f2q76W/eOzlry6bzOrtP56+tjnP+MDyO/vEz8aunZ7tHKhJd3Y83DlsYb7vqufivm8bEuk31OYoqNxyypJnDl85Kax2z0A0ZvThO+NnQpMPIqrRcF9dU1ceMlVXRUuC9Z1XXN8Wy9bUFHyfZ15kk/bScbz1VIj8z1bbWE16as67d3//y8oIEotkxxxId1WlrGprbkgkjIpasr42ZWehR8NZRi2LtpoaIiGhuzcS3t2mv7A5VckqVhELIo85cbHZ0IzJnzaa4dujceHLaqoJ70LMoB8NjFvqQx7kMr1AqJdmotHVFmhI1oNhU1DRs97eeJBVf9/y8noRTEtZU1cdn/jYm3nrlc3HFI9OjqaU16ZCKlgdwu2YTFb6k6/8drb6jc2v95vbDjdc2tuQoolKQ+33+pxfnx/x1NdHY3Bp/H7Eo5qypzvk602xHe6QYytDq+uYYu6gybhu9JOlQUkmvkGSLYykFOthFeodMn/Lqhrj6yVmxsVavg/n2wqy18YHfvxwfvX5UfPG2cUmHs0MzVlbFWdcOj9N/93JccPPYqHNfw2vycWue9P0/xaE1B8fR/LXaDOi+jg7Jpubtn4lsykKv0E9MXd1uekedZ7j/gl2TUAidlGQdfuXGuvj4DaPj+pcWxNfvnhz3TlieXDCd5CJcnArtZrbAwikINklu2K5ds3xDbbe/m63LR6FfhW4dtSjGL6mMmobm+Oe4ZTFm4fqcrq+Uy8skfntPj+N8P5Ts6doymUzcNXZpfPrGV+Inj87Qg2eepPW0fnnuujj5Fy/Eu37+fNKhZMUTU1fF9x+cGo9OXpl0KF325LT2DazXDvVCQKn72/CFSYfQJd253qa17ExKoW2vDZsb448vzIubRiyM+ibJHbuiaQ622LY98+5xy0r6HjlJ331watQ3bUkeGL0gt+0gPfHrZ+ZEefWWl2/HL66MJ6auyuv689kG71IBxSkXvavel4Jn03Se8r9r5D1QqvokHQCwa9c9Py8aX5el/8OHp8cFJx+WYES5l/PLskYjitgz01fH0zPWJB0G5Fya7+FuHrm43fTlD02LV354dkLRkC2l+lBq6oqq+PGjMyIiYuLSDbHfnv3j/84+KuGoKESZTCZ+8uiMWFe9fc+4aTRs7rr4xj1bhnW+f+KK2L1/nzjn+AOysuxSLU8AdiSTycRnbxoT89Zu6Ul92oqquOFz70o4qu5TzqdT0regnTluko4xaZ35/S1OwMSkpVfIUQsq2k3f8PKC+MxJhyYUDSQn6Q4mOrv6QizVk46p1WA4JevF2Wvj7OOy0zZVSJIuj6BU6aEQCkxHyRETl1TmP5AUemHW2vjibePjJ4/OiJoGPeOQLtka8nlR+eb4f/+clPc3Z4GeKcUHGoXRCJD847asJsYmtEk/8ZfR7ab/8Nqw52lO+u2ObF3L06I7p3Dl5sZYsaEu+8G8JpvFSmfKqO8+MLXd9DfvnZy9AICSVFpXkq6ZtGxDWzJhxPa9rBaD4tz/3bs4r9hQG68u3RBNLZ6G51qp1dkLXSaTieHzyuOZ6cVXxtF5hdBaAhHFcSzmexSQ7ujJtXhHbVHNMgqLSlfau758x8S4f2KJ9CaZx3psYTzLgPzTQyGQEz29sHa16+BVG+vi0jsntk337lUWV33831+LpUehZEUhxLAj1fVNUdfYEvvvNWCX83Z2v5TaA3X+pVj3fLH+LqCAL9D0WCHXv9ImzQ+acxl6RU1ju+naxs4Pv7mr+6VCPHyTPAxSfAhmVRoehkGurNpYn9i61Sny6/lZa+Nrd0+KxubWOPHwN8R9Xz0l+vTu1WEJaNdszzZJt18/Myf+PmJR0mGQsEK87qiPk08FeAoUrB3dI7YU2EZUhuTX9x+cFp95t551gZ7TQyHkUYHV37qugGt8f35xfrvpIa8s2en8HsRsMWJeebzv1y/Fyb98Mb5z/9R2DzY7bKgtxNaMIlEsx2Q2f8XG2sZYtym5h0akU77KqVz2sEVpKbVLa7Fc70pNR8dpmpMM0yCZency5+e375sSjc2F33uCe6EiYT9CVuTyRdJv3/+v68KrSzfE0Flrc7aurMhxsaLK1TVpL+WLOZmwrgsv31B40n5upUlXO9vIpWFzy5MOIVVef8+Y9F5sbS2ss7awoqG7GppboqG5NK/nhVQ2Qz5JKARyoqcX1q5+fa2ko2758aMzorp+y/DQD01aEdNWVO10fs9eyJenpq2OU371Ypz8yxdj7CLDvpeStNyY/WmbRHYKV7YOqa4sx/WytMxatSk+deMrMX6J61XSJKzuWCFvm4cnr4zRCyo6PX9VXVP84qlZOYyoawp3yxLRtUTQ7l6/s5ls6ngqIUW4s7N1J7e1nWqrx6esytKS0y8lt8sFJxvtDEZj6bmpKzYmHQJ0ivP9X6rqmpIOgW5qyUFCYT7qIYV49vX0d2fjNxVCHfCRySviHVcPjbddOTT+OW5pl7+fk99QhPdUUGgkFEIeFcD1ntd40L/FssradtMPvrqi7bPjNb80VLT33QemRn1T4fRUU+xFhjKx6yYv25h0CBSgfJ5LO1uXczq/fvDQtHh16YYuf69Q9lMhJ5plQ6Emqu8qruLeK9v7wUPTOj3vt+6bEjePXJzDaEgL91DkS1cuJbNWbYoJSyq7lWia7UtWodQ1sqWjzZPvUqBAqxU9UmzHSSkrxuOzVBX7PRpkWykXfzu6J8pFQiHdUwx7oqU1E5c/ND3qm1qjsaU1rnhkRtQ35benwly07xmJAnZNQiEUmFxcuzbWZuktojxeVz0YSDeNHvRUXZ5vRgrRrFWbYuyi9YkNT1CoCRivV/gRdp7rXu6UVLuAw6idfBRjmUwmpq/ceQ/PuVt3IqtNnUJtHCzUuJLSlfP1pTnrchcIFLCF5TVJh8Au/G34wvjIn0fGf/5tTPzfvVOSDodtpOAWl3xRDwMoaKV2v5yLn9tSYtsw7Qr9mF+7qT4amtt3ADJz1aa8xtDhNlK/h5yTUAhFrrG5cHr46opcN/L1tG5W2FU76Fih35SUis7shVtGLoqP/Hlk/NdNY+O/73o15zGxc5L9eq5Uip9s1V+KYXutr2mIp6evSTSGYtiO2dLamokbhy2MwdcN3+7fulvGFeL27UxMmUwm7hm/LD594yvxo0emx+aG5l1/KQFJbN9C3KdbFXBoeVXI+ygtCn0T7qxE/vUzc/IWB+119tx7/T56YuqqkksCLfTzC0hWmltW8v3yfF5HP8jfqiJiS1LKhbeOi/f+6sX4w/PzEnuRuqdyeUxow8+upDZn0nsxrecW5FMaOtWApPVJOgAgtx6dsjLpEAqSqnRxKPab60wmk7oKbbqiLVzXPDW77fPzs9bGzFVV8e8H751gREAxX3Jy8dvO/dPIWFfdkP0F51Ah1yt6GtqkZRviN8+WZiLKtnWpmas2xQ8fnh4REROXbohBu/eLbw8+JonQICfydf+g3p9/z89am3QIdNHU5RvjLfvtkZd1Fe5LUIUaV/cUcHURIBX++vKCGDm/IiIi/vzi/DjzmP3inYe9IeGoIBmbG5pjyCtLYv3mxm4vY0e3f6ospIHjFAqfHgqhyE1fkcwQbCnLgaIDKnL55ZwpbEnvnleXbkg4guxxrCcjDQ++cpUAkc9jLg3bOV/SlkxY7H7y2MysL7M751YhnCLXPDWr3fSfX1qQSByFsC3oGvus8OS7t6BSVMjJ9lAoCu0scctNoUrbS9NJKrRyJZvuGLO03fTPn5y1gzkLW+Em8heXzhYbaT1nvvqPifG75+YmHUZedPa+Iq37kuzJRvmqygHZo4dCoCDl+lqf70bxfFZecrmqHW21ReU18a37p8bKDXXxlfcfmcMI6AkNdxSbjsqkTGZLmavxobB0VPzYR1somktXV/Z9T4+TjbXdf9s9TTpTrqzbVLrJrq2tmbjy8Zlx34Tl8Zb989NjVloVahJVZ8qCQo0dIGnFUDwWw29IgmsjaVNKh2x9U2vSIWzHSyuFIxvnQr5fNO7s+tZV18foBeuzss6OlHxzo9O4pJXSdZT/z959x8lx1ocf/54ky5YLvQebZkwLEEIgIaZjFDqBHzUhhBISeokDGGOMMcXGDfde5CrZSLZlWVbvOp36SdfvdE3Xe7/bclt+f0gn3+n2dmd2Z+Yp83nnFV6StTvz3ZlnnjbfeQZ+I6EQcIibvcHieKvn5hRcu75ODrcOiYjIFWuCe52eTQlyQXRwmUDNH0cu3JhIhIhZfROdY+UpfgTN1BLnR7/tQMugPLj72Iog1Z0jrr/vZ2vYPRKT91yxSRYumCdXfv5tPu4pf6aWJVtFJ5PSOhBRHQYUS6fTxs4L6D7GGByPy8GWQTn3JWfKq154xqx/1z3+MHN7Zgy9hICs+sZi0j8Wl3NfcqbMn+fBSkcW9wTt/WXmMrVvo7N0Oi17mgYkmUrLP7/uhVoc49FoQnUICLmgL4NCd5epj2tz+wzogoRCAL4IOm/J7e4KDY8uykyryzuV7Nf2BDk3T7Tpwu4z4q11lV2ybG+LvO7FZ8qFi98gixbOVx2ScQy7PELN8up6Fjd1d9iOTZC40Q0R+iZT0mmRP+R4nZjqY9U5HBURkV8/Wa44ksxUHx8R2owpsURSPnfrLtVhIGAqx8ZBXXq63BDrGY3KZ24qlq6RqCw6Zb488O13y7te/QLVYQF5m5U4YtpkG1zZVd8n//3gARmLJeSfXvsCefDb/yinzJ835+f7xmLSOxqT17/kTFmQ5XPBotMHuJGrVr/86Sq5r7hZRES+8M5XyjVffLsvceyo75MPnPdiX7Y9F5o0BIFWiXtRCC9deseA9lRO3Iexofb7CSFuxOSH4+YfBn7h0tw3Lv/z4AHZUtsrd+9skhs3H1Ed0iwUSbuEuY4Jsu2imUSQKG+zmfSwSa5QC/klc9X5phydxt5x1SG4EuImVpmVpR15rbIJqJROp+WJ0ja5fFWV7G0a8H77Htbyd2xrlK6RY0nekcmk/PoJPRO9Rcxp26AZg/qMNglqXuKSJytkLHZs5a/djQOyvrJ7zs/uauiTD169VT5+ww756l27JZ7Q4/W7OhZRHWNSIczza0HysrhNxJMnkglFRJYfaJOe0aiHe3jWxY8/22eiqCjGCfAd9aHIRSvKZDKpR98B8AsJhYB27BiZFdqR8LIfYscRdS5svxcw0dXra2f8/batDYoiyd/Hrt8uFz52WEajk6pDAbSjbKI9z/0yAaSGLjdkbF/J0djibfdpsQqnKniryjpUh+CbQh+uTKfTsvNIn2yp7ZFUqvDSqUtbZYMVB9vlZ48elnuLm+Qrd5ZIbdeo6pDm9Mielhl/r+se83wfI9FJicSTnm/XjaP94/LjpaXyk2Wl0jowkfd2uE4AvTT2zXw4Zeneljk+OTP5cF/zoKypUPMWHgCFydYUD03EZ/231oGIL3G0D/mzXV3o8Kpov5n0oGqhQvRTPZHpcC3b1yolDf2BxwIEiVceA5Yztn9natyGm15eMnWOgi5PYeq8B8HPozm1bS5dZzoMmFzIVV5qukalpmtUXvXC0+XHH3l9IDHBbn7VH8b2hWAEuioIkzBVp1zbdhmNTkpaRJ5z2im+bF+nG2vTX+f26be/Qm0wmOH//nr4xJ9TaZE/rK5WGE3hCnk981Vra+TWrQ1y5qkL5Iav/J185E0v9TAy5759/36p7zmWLFnbNSprf/r+nN+heYDOdOi/JJIpWV3eKfOKiuQTb325zJ/3bF2hT2v5rJNXxn54T4t89u/+Ztbngn4IS4dzCZgk232kjVU9AUbyrFyXMde5OXQ4VzrEUCinP8GvNvdtl61z9LkrnnE3TvvV4+VSfNGH8wkJMAIrFAIG0GWwrfPqJbocI8BL+l5xwLOu21Dn6vOF3HhyguvGXJy7Z/WOxuTO7Q2y6nBHIMn1NkxKIX9+18tBMqko5xpb+fFbcp1pnR/msaeUBis6qXb1Lx0sP9Am7/z9Rvm7362Xu3c0Wt/mTX+d26rDdq3kaNu5K28fnvXfvM5N1SjX9YT2oYjcenyF/rFYQi5W9Drlxt6xE8mEIscemNP1wT+dkpbhj9aBCdle1ysjFrwB4gePHJSfLDskP1paKhc+dmjGv6lbyN+8BsTEmOFcKpWW+4qb5CfLSmVNOati+m1v84DqEBByto1jdJNMpWVXfZ9UZBhfTTcSTeTc1uB4XO7Y3uhVaIAVWKEQ8MFkMiWnzCdfNyj1PWOypbbX5bfoweXDz45vPvOjnEWEBYNO90y75cI9Iv0FeYo+eeMOGT/+CrjmvnH5EauA5oW6EyLUr7bQ4nLWIAi3IcSTKV/iMMlFjz+brPSH1dXyjX9+tef70DkZF+GmR9GcGcQzZTMTJ7pHYoFFMr1PMJHhdcuxhB11Jl0fs+xp7Jdv3LdPIpNJeeXzF6kOpyDdI1FZV9l94u9PHuqQ3332b+W5i/xZIRhQYaptLSTp87H9rfK7VVUiIrLyUIc8/v1/lr8/5/nT9qFFA64Wh2CGJ0vb5YnSdnnTy5+jNI6wlk1b55V0+F1ehPDfD+yXTTXHViK95JNvkv9632vz3taRaQ8cnUyDwwUoQcYT4IO3/269PF2W75PgNEkizldKicST8rlbil1v3+Z+r1clKNN2Chkop9Np+d2qSnntr1bLh6/ZKrVdo/kHF3LRyaTELZnoRvh4+ZR1UCs16Lh6l9sJHB3bvXxj6hmNehuIh/KZWMtUjMen3eC81uUqoMficP0VaM6Wc6rid+h67HK1LSom6lkBCWGQaVW4KVwCmEu+VTJlSqS5f+aqf/mMB3U/jrrHFzamJTtc8mSFRI6vKNw2qOcqmU51Dc8eq49Enl11kUsFOGb6Ay8iIr95skJRJPZwP5ZV31Y4DbmifVh++ugh2VbXK7dva/A3KPjCpL7iwHg843/XtX9V2TF8IplQ5NhDhAC8RUIh4IOJeFJ+9Xi5pFJ6NrCZNPWNqw5hBqcdrEf3tchoLPcyxVCvsmNE7itullRapLFvXG7cfKTgbRrUD/fM3Tsa5S2/XSfvuHy9rK3glQim0nT8BWjvcOuQXHDtNtVhANqaq3kJS5+J9hUgMRQwmY1X7x/W1MljjYXdgsjWvutwzHTrf2gWjhZ0KCdzybYSjls2dAH8KL+6XaNOmBiziWq6RuQ/790rX793r9R0jSiLo7pT3b6DFE+k5IGSZrlze4OMcU/Pscufrsrre35UI4w17XfjJuf3bd2WBj9Kz/7mwcz7oqgCniGhEPDJaDQho1H1nWKnbeYF13l7cz6otrplIL8nNxmTB+/a9bUz/r66jGS4XE5+6mckOil/WF0tyVRaxuNJufgJnl4EbGHSZHEskVQ28Xf501Uyoqh/ZdApgoW8XN1VpY6h4FddmTWJmGGgcqh1SD5900756HXbZEvtsSeb/T7iuc5pIfufcywWohnVdDotf9lQJ++4fL187tZiOdrv7gE6O644ZKLrygpTwnOVwms6rKo+VwTF3fOk7/jCZZpfggB8ZEJX1IAQ4ZF0Oi3fe+igbKvrle11vfK9hw5q00+0NWnrfx87JJeurJQ/PVMj/373nqyfdTsHosu580PrwITqEBAiS3Y1B7o/e69cwB4kFAIB0nkgkHSwmqKbyclCOwH6Hin/aVxMtBO2zmbxkb4Zf59r+XEVKLZq+HncOafIZFdDn/zTnzbJ3/52nfw+zydk5+KkzB04mvmpw3zpMN+oQwzwz7iPybcmTpjr+nqei1aUSXn7sBzpGZOfLjskk8mU6pCUMLFMzaWma1Ru2HREBicmpbRlSG7cVK86JHhI57kVwAZ+tIO1w8euW3taGueeKe+UHy0tlXt2Nhn1NhubVXS4Xw2MpiccdLlCdYnDZkf7J2a8taupb1ya+0ncykc6nZaVh9qzfiaeSMnT0xaYONw6JFUO6mJbHq7MxKLh9wwj0UnZ3dgvPSNR1aFYJUz9kLlyETJdM2E6LoAqJBQCAXJ2g8bSXqRLfncCgu6su9mfLgOJoMPQ5XcDOpqrTrTxsim0/jc1GcKUwe/lq6pkcGJSRETu2dkk9Q5fz2TzBCDcCbIs6FDqLrhum9R2jQa2P92rkol40t8d5HnSa6ado+HIpOxq6PcooPwZ2pxp45p1M1dHX3Gw7cSfTWlzveBnOQrTcURwsvXlM5U52+rKf7t7j7z6otXyx9XePrjjRkPvmCRCmvRW0tA/I7kkE7dV34Gjg/L9hw/KqsMd8vunq2TZvlbXcVHdFu7kEr25pkdJHLbzouboHY15sJWZbGsr8KzoZFJaByYkOul+nJkpeT6eCOeDZYW6r7hZfrLsUNbPJFKzj23XyNxvMHC78rLbB46oF/zRMxKVj1+/Q75y52654LptUtE+7Hob9HuCY/N1YPNvA4JGQiEALfn9qpZCb2aHtS8SdCeMlSegjbBe9D7IVb+7S8DmxASt5qTEqMf2u78hBoRJ53BUrllfm/uDPgtzbZlPdzKZ4WaH12jC/BXPsrpWvsdeh+R4J30f+kdm0+3sBRlPOp2WHy0tDXCPbuR3JPK9HO/a0RToAwnT3bzZ3xVdda6iLn6iXBb/ZZusrejM/WGHLnmyYtY+3NL4kAHwSaB1paHT7x1DEfnEjTvkfVdtkc/cvFO6Xa6GlmmcmNK5kdLY5R6/wQTe8OPSzrXNO7c3SvvQsUTRkWiCsuEC1Y+5mIOB7UgoBBwirwlho0ORD3tHzOtf7+fhDPeZAhCE1gHvXz3jpn+nQ7volNt+qw5JMjrwq53cUNWdeX/+7M41J+dfl1jDhOsys7CPDwCbHWwZmvEqvLC7fVuDkv0+UZr9lYWF8rp987pVmEym5cdZVllyu7/qTvev1kVhdHs4eUNVt9yxrUHaBnmVqlmjarUCHQsY2r2+c3ujNPYeW1W2rntM7t3Z5HILs8sjQw19TF0Dfi88YgOd2r27T7oO9zYNKIoETmhUdABojIRCwAAmjmPohwDu6DTwQwYenp7oZNJ1vc6EVmbZrhsvD1kkj1en+C1sdUbrwIR84oYdqsMAZqF61otNSXgq2n57jl7h3CQu0k8zC6dLX08d8jeRrTDh6nvny5bry+0rL23qf8BbD5Y0y3ce2C9XrKmRT9ywQ4YnJlWH5Eh0Min1PaMyFkuoDiVw1PbmWLKrecbf79je6Or7mabVqM/N5fba1WFaVYcYANN5fR1xXQKzLVAdAABkonujrVt4E/GEXPZUpew/OiijBk32XPJkuayt6Ja/O/t58q33vlp1OEAg7i9pVh2Cdu7a3ihXr6+VF5y+UN708rNUhzPLzZuPqA7BeJmeKHYzUXv9xiNGtW8wU9D9Tz92l8/tDydP/OvW9wXyEU+kZOECnqvF3EgOnWlLbY/c43q1H3hlTUWnvPs1L5DP/t0r5PSFTOF7ISzXuN/9tlQqLSsOtvm8l/zptJrxb1ZWnvjzSDQhd+1olP/7lzcojCi3/rGY/Pvde6Sma1Re8dzT5KH/+kd57YvP9GTbus/3a0WfYmytQoujRlUNxMxLxqsypFO7ZwMOp38K7QdkupfAKqaA/5hJBRyiE2HuE1ph6FAv29sqj+1vO7HMvyke2t0ifWMx2VjdLQ/vaVEdDhCIq9bWqg5BK31jMbliTbXEEynpGonKltpe1SHNsrG6R3UIBVPdEhbah3i6rMOjSPST72SKqf2yINnUB7RlgszvM2LSKQ861HS68Jtmpq+O++Olpb5sV+fD0tLv3+sVTbreTKJLcaruHJFv3rdPdRihFp1Mya8eL5cv3VFiVZ+mkJ+ic30bJn9YXS0/X16mOgxXdCk6e5v1f/XjE6XtUtM1KiIiHcNRuXZDnePvelVXqazzdKltdYnDZpnGNhY1t8jBpHNtUqzIjHPoH6/nxzlXwGwkFALQkt8TPbbclJ1y+dNVnm8z6H7T6rLOgPeov5M7r0yewy+ZBkpBlbe/7m+TlIcVjqljPreH26abilNU1HEWHkZYqtAJsjB3IWzr9yN/ayu7Qvfqvlu21KsOAYa6fJX3cwx+qWgfli/fUSJfuqNEDrcO+bSXwtrhjqFI3t+taB+R3Y36JyHlokO/29Q5FddjRV+ieNa9xaxcarM/rK6e8Xcb5mt5GM8bt29rkF8uL5PWAf8eWAlSprrVSVtV2zUi0cmk5/HYLuObS7Icbx36DaYw5cG/wM8pZSgUqCsA/5FQCATIlI6dFjhWgJlsvXQZmAAZ6ZrYaGtVBOTiV9nX80rPjyn1g4pjrmmV7qlIPP+bf7ocn7UVnfJf9++Tq9bWSCyR/fesrezyLQ6G7Har7hpRHYIjaRH54SMHZU/TgOxtGpAfPHJQq/7p1HXSOxoraDtHekbz/KY+x0I3GhUTQCtnLJyf93e59+Edndqy6R7d3ypfu2ePtvG5kam4Okk+vXFzvXzm5p0yOBH3ISpM1zowIQ29Y6rDyJ/5l4kSQR22yWRKJpMpR5/V4UFVC6rdgulwHjKh/wPbLVAdAICZbOkUFNqAOv22k93ctJlVGXTgS6fKkuvFKVvqB5iTzOAHxleZcXmHlw51u9MJGRtWp8hGh3NhO7+bACen0NFnKAtWc9IX0bUI1PeMyXcfOigiIhure2ThAp4T1oGu5SUMWgcmpHnaq73bBiNS3zMmr3/pWQqjQjaFJKHo2j4HGZeTZJfxGCtnIX+nn7pAxgt4AMN0c3UTg65/NK3uRETkaP+EHGodknec83zVoRTE7Yp509V1G5zkZog1FV2ytrJL27Y/SMyl++Nvf7tORET++Lm3yhfe+UrF0aiha4KeF7huAO8w8wgESMWTW6oy43V5Sm1gPC5LdjWrDsPIzouBIQPG0KOGNJ+JdSuCMf0ayzY54qYMOUpA0eTi9iqO4YlJ+fUT5fLfD+yXA0cH5QePHCx4mysPdXgQGYJGdauAD/VJoe2mLmO8Qpn8M0aiM1/ZfP3GI7M+w9Px2XF0vLW/eUDef9UWecfl62XZ3pbA959IzV5VZDJp8EVuMaqm4Gys7lYdAgw2z8dr1emmve6rmdz309XJfVIT0S7pz821a8tY1Uu6HRHdrrlYIiWxREoufrzc8UqF+dLtt09x8qDKic96UKAybcPNtZsp3iCPra7nEfAbCYWAAcLYRjltmHP1NfY09hceDE5gYBYsNx16FdubYycAMIuT5sOvJsarui+MTeClT1XIw3taZH1Vt/zbXbs92eaVa2o82Y4TYTxnuuOUOBf3eUIbALxw+dNV0jIwIYMTk3LpykoZjU4Gun/aevPkc850uXm3va5XdQg5Jeg/6M3yOivTvLEu169pOGxqWH6JYppAznVAFzL1RWHiyZQ09Y2rDsNIfj3MqLLvkG3fc41juG8O25FQCPgokOQdS9m81HIuSjtL6nadUb5XUO9oTP77gf3y0eu2yf0arFDphG7H3i3r+8yKT9BcgxI/wyrknLqpw2krj/G7iPWNxeTpsg450j3q6XZZBckOc12H01cTjCW4Oek1P2q/fLZpUz3MJJ7ImvJO+d7Dha8mCvjpli318pZL18qHr9kqFe3Dge7bj1oizL2hsrZnz188mZJVhzsVRoMwCvL6+9HSUu0T9pJ59IXCPAeLYDF/AJ1kKo4pxpNAdlTjKIAf3QD6sYD/SCgEDKX7BBbMZ/Lw+YZNdbK+qluO9IzJb5+q9DyBRhXm3Z6VTKXlzu0N8qOlpapDsYLXZStbcorfc3NT2+dymal3NCY/fKRUPnnjTimu7wt8/5nK2MllQUUdp/uqiMAU7mvkT9f+kx/ndCQ6KT9eln/fyIRipvJaMOH4mKBtcEKuXlcr4/GkNPaNyzXra11vQ9PL2hO61llO2doHqmgfUbr//Os+/QqUySVkODIpB1uGXH3Hi2va9HohaPSbcTIvioTV16HNvy2LTAmu1B/B4nh7I9thPNw6JGVtQ0GFkhXnG0759XplZDcWS8iqwx1ysGVQdSjQDAmFgKG+ds8erVfg0P2JQ50nuf04rdeur5X+sVjB29H9vE55aHfLjL9ftc79TSq4E3TReHjPUfnTMzWy6nBH7g97QXGVMde151VY2eqd1oEJj/YCHcSTKfnF8jLPtqdzX0QFnfsX8EdYroFw/Mpn6dLlzVS+Hj/YJp+9pVh+uqxUBsfjM/7tsX2tMpnMfLaon9wx+dLWvV66e0fTjL9vrdX/FaJwTvPil7fygFfS1NGyvS25P5RFIWUj23fz3ayXbX22GGy9JgDAdP7OtNrjFc89TXUIvtBkyO9Ivn2Jpr5x+ewtxfKZm4vlimeqvQ0qZJhPgYg+c4V+iCdS8pmbdsqPlpbK52/dJY/ta1UdEjRCQiGgGacN0u7GAdndOOBvMAHJdMPD5oZZhZs218uX7igp+OaS7jen5jIanVQdQl68PtyBnL6Art1LV1YGsyO/GHAtFRWJ/GVDnbzvqi2qQ4HH2ociqkNwTf8rJn/0eaBakK8H8bsvaXNdISJytH9c/vexw3K4dUiePNQh122om/Hv0clkQdu3qTryo6jNdXwM6Nb5It+6w9QxpVeik0nZ1zygfX/M5NPEDT9/XLqy0ti5lUxMLuPIjvGVcz2jUanrHpVUypsLwrOHXj3aDpCNznWFTqFNvx43VnXLv95SLP91/35P+rIqz0Eg9UxAlZmTw3jH9kZvdpbjN2l1XekUi6Z0eF2wq0Vs6CD45snSdmnsGz/x91+s8G5BCpiPhELAoXw6Qic3xl6v7lbS2O/p9nLx7bWAGbbr1ZGif/Gsht5x2X+0sKWKOZ5AeIxFE3LDpiOqw4BPdjUE89rjQ61D8oGrt8jPHj0cyP4y8WpyxE03TocJGeilczgisUT+yV6Z+st+9qGD2m64ue9Zn5xA+ODuo14FAwcYC6FQkXhSPnfrLvni7SVywbXbZMeRcK/OOBFPyF3bG+XuHY15J0RrddMyC1PizCaeTMmqw51ZP+PkZ5LIVxjGGerYduS31PTIB67aKov/sl2+df8+z5IKT5bP/ZAHS5oLGjvBfzY8IJKpPtXlZ2kSxgzDkUn53sMH5FDrkGys7pbfPaXXw/46HrPcvIm6qEjkj6urPNlW0JIZ2h4b6peTefGTbBhP5Cs6mZT2oYjEEinVoVhrW8jnJpDdAtUBAJgp483C4MNQLsydIz91DUcdf1aHU6BDDDbhuoIbDdOeSPIS5dAbhfYNLnmyQjZf+EEvQsnqimeq5Wh/eF6brcsNPq4z/bznis0iIrL7Vx+Rl1n6yiAnvH7Aynbp9MzreeCkVxy7levo2zTuzFbUKIbh5vf9qacOd8z5bysOtkl154iIiEQmk3LRinIpvujD/gaUpyCuk28v2X/iQdldDf1y9vMX+b9TFMSL1R8L2Qb1d275jEdY1TOcfrmiTCLHk7m31vbKjvo++cB5L/a1nXRaOi9bVSXFDf1y19f/wb9gXLIwvyX0MrUpU7lNnO/ZHtnTIpPJZw/M+qpuhdFguiPdY1LZMRLMznJU5EXibl7hcNvQrP82OKF2RWxTLv/djf1y8+Z6pTEE0TXvGIrIf9yzRxp6x+WFZywMYI9zo21AWLFCIQDHdJy4yxWThiEbY1WWGyG6CFv/jQ4rYK+gk2wae/1JGD3ZnqaBQPaTTbYbZCr6NslUWm7ZUi9fuqNErttQl/FpXNjrrh35vWaGG73OOOkrOV09iX7XbCoTQqfOR9Cr9MM+fl/aFz52aM5/e2x/64y/6/7aYz+1DU7MuJ431/Qov3moMx1XatFxjjAXXR7+cUvD04886dSn7xmNzfj7k6XtiiLJbENVtwxNFPYwDZBNphZBx/ZWF2MxvftpZrbw3ognzV21LZHkmstHJJ6Ub963T3bWF/YGIp36JXO5c3ujNBy/j9Ff4EO2APLDCoVAgBiQ6MPUScSgDIzHecrMQlRBBaDKMMbUQNi04m5DH2E8lpDrNtRJ10hUvv3e18jfn/N8V99XcZl5fdj7x+M5X820rrJLrl5XKyIie5sGZPGbX+rZ/k2YCAq7e3Y2yW8+9WbX39vd6Cw5168SQMlSg+M+061b6+WqtbUFb8dJ3U99inxNFnhTLCxzFf1js28GjcUSCiJBUKYSEC0Y9ihF+wTTFDLXMRpNyPNOd7caUSSeYTzOZQNAS876/SY+xAH33DRVj5e2nVhl2CT5jHWX7GrOtdHM/9mH62aubdLNgO1IKAQcYsILhTCt/DxQ0qw6hNBx0sFl8KiQ4mvYhmSzoDx9uFPahyLSEqLX7G6v65UVB9vkvJeeJf/z/tfKgvlqFiG/fFWVPHp85Z0NVd2y/5ILlMShUt9YTD5y7TbpGonO+ZkfPHJwxt91SOCnijmGG7QIkorrzukKg90jUbl8VZX0jsbkex96nXzoDS/xOTJnvEgmdKqkgZUQc8m3zlRd06ocUoVhOFfI+bV5zKPup3m7Yy9+h1+HorJjWJ4p7/Rp62oxFwQ4s7uxX7730AHVYZjHxzZqcDwugxNxefULz5B58wqvzFKptKyr7PJkRbZMP1tVc61yJfigZPqJXvaPioqKXG0wkL5Zgaf12vW18tLnnGbUm02ynQfm3LwzEuFBLADBIaEQMJklk612/Aq7TGR6mlND9g+1zWFJdRQY2w+XypVVLvzrYWX7VqGpb1y+fu/eGf/tBx86V0ksj057jV88kZIHS44qieNkQZfHtsHsry+kvgyOF8d6aCLuelUMp+jHeM+2CepjyTXelBQ318NlT1XKmoouEREpfWBQDvzmo/Kc007xJA5T/HJFmePPhuD+n1WyXQo6nEvb6jEvOe3T0dfSk5/npXVgQj53y66cCSZcX+Ggcx1gwiq0XreF0xOl/G5nf7eqSgYn9H4ta5jsauiT/3nwgIxGE/KB814s937jXTK/wKTCi58ol2X7WnN/ME+q6g+bH6oIio3H8KbN9apDwHEmtN/5sPV3uaHDHACgOzXLlwBAQOwbRqgV9Lgs1+44v4A3Mt1YKWQsFdSNmjCP96Z++1Vra2b896lX6eqga3juVfrcCvO5zoeF86jKPLynxbdtF3qavKprnWyHa9B7Ok5aTt2EmUomFDn2+taHdqtPEHd7vAqtB7tHYp5vMyhBrXDCzYdnOS4aOl74HnP6CzMdCr8WXxkcj0t9z6hRq7uYIFOd6OgIF1CZzvXVa9bXul6tytbkwhBUM3nhuORmQzJOdedIxv9u6/Wuu988WSGj0WOraG2r65WttT0FbS86mfQ1mVDEjusAGslZnMwrb7nGgDS34dI/HpP/eXC/fPS6bXlvw4Z61025H5qI+xYH4BcSCoEAhWHpchSOYoIpFvSl4TMbqgvK+TH59hHqe8Y8jgRzIXEinHIl6epWhVFKzeGk/dOlfE3dCAQQHvn20Qupt7bV9Rbw7cz2Ng3IB67eIhdct13+7a7dEk8U/orEfDDP46+9TQOqQ9BGPtcu4xwExYSyNld93TYYkc/eUixPHe4INiBNOalqGnrHZ/z9kQIf1osE8EYlXcZf+l8pgF10uD8xmCPRbHqMuiTK37CpXtZVdssRj+9PBDl2Cvrc6/JGp5Pt8GEsDnuQUAj46Fv375PXXfyM/Ntdu2VwnKxz2CGVSsvDe47KH1dXSW3XqOpw4IIewwyIhHtiKMy/HfnTof7SZbLGiWjC/4l2hItXpd/3J4/NuUy1VNc9Kq0DE6rDAADPXLqyQkaOJ0XvaRqQNRWdiiPyTxA33lQ1syYnZJocuwoT8YQ09Y1LdNLb8YwXXVAvFgowaUyJ2Q63DsmPl5Z6+jaGubAwBeAO14wesp2GwJPKNWpynRTPR31egdUPh1uHVIdgnAdcvAFkf/OALCluksZe/xeUGOFBYmSxQHUAgM0OHB0UEZFdDf3y1wPOOgMa9XEK4qZrWMiNxVxfZRgxU6HjqrSk5bZtDSdW63mg5KiU/OojHkSGsOgdjck162plPJ6Qn3zk9fL6l56lOiTMgXkYvbUORuQzN+/0/AlAlfya/AvjTZuK9syvepoL17uZvJqMNWGlkEKYfGMh6Celu0di8sFrtga7UwW8LhJ+nad1lV25P+SDWCIppy6Yr2TfThV0DhUuP2FubTRTOp0uuG7Np+3Jp09Xc9JDkA+UHJXP/t3fuN4OvGNjz9yGV7XpoLlvXL52zx5pG4zIG156ljz8nX+UF515quqw4IKul4KbuJx89pYt9fL7f/3b/APSjS0dFJcyneup/6Z6CKnppaQ1U9riSDwpixbqPdbKJld/3O1pGItNFhCNXRJJM8qw7XRqEr94R4mk0yKnL5wvz/z4ffLqF52hOiSEFCsUAgH50zM1eX93zgZM9cjGR37f+AtjcoFXpr/6L5ZIye3bGhRGY4dd9X2y/ECbg0+af83/7NFD8uj+Vnm6rFP+/e49kkqF81r0bKUnj7ajksVNma821/RIWduw6jC0vWEQ5mI1wKrYJ7jt7+lanueS6ffN9RN0SarTJQ5TBVFGkyHtm+nop8sOKdnvXzYcUbJfHGNCkvetW5kDAIKlf73ghZs210vbYERERGq7R+WBXc1qAzqJKckq+fLr19lYekeiJMDYeF5FuGeUiZ9VXxiP9syFZ2y9kjLLdH19a8l+BZFAFT+mBOfapA3dtqnfMBFPygev2SpXra3hbZhQgoRCwHJeNtA2NMAmcHKcx2IJufiJcvnS7SWywlEimjcy3dyo6nC2CpIfw6NMk3lPlrb7sCf/LClukn+7e49UZjiOXk9i6DBE3Vnfd+LPPaMx2THt75gbCRjww7Xra+Vj12+XXz1eLhNx9cva+3WDxoQb8/mY63CNcnMDMIKTGk+XG1pba3utuome708J+nxE8nzdY6HnKswPjPldzE3q0meLdfpDhn5s309+1mWq60lTqmlT4vRK0L/XpHrmZCsOzpzfvHFzfV7bMfkYFM6D1zKH7Bo9WbjLj96CKJqqnq0yYd5X97pB8/BOWHmoY9rfTIn6WbnmWA0oykrofv0ExYTjoPNDtrdubZBvLNmnOgyEEK88BkxmQuvrs1wdVFuP0M2b6+WRPS0iIrK3eUBxNPrYVN0tP3300Kz/rvOlctmqKhefLuyH6HgYRiIkvoSdzten7W46foOmpmtUzn3JmfLt975GcUTeCWuxyjd5kuvwGCY+52bToTHhZo1f8v3l1Z0jctPmennTy5/jaTwAwmEslpDSlkF59QvPkLNfcLrHW3dXsx1sGZJUKi3z5gXTFtj6YEshCknODnETDhcY2+jL7TXMNY+gqX44IGy4xKEL09obqirvpdNp+f3T1XJvcdOcn5lzNUR/QsrocOuQHO0fl1e9kNcfIzisUAgEKN8Bie19A11/X3PfuJS3DWs5kFS1aoQuq6RMOfmGcKZkQgRj6lQYNvYyhop6yK9d6lWLYMrvn3aT3GyOlv4JWVvZpToMwHgm19069uWd8jL0Qjd13YY6T+LIl9tjodu4xUam3XQ5QWHgph4yV066WIcjk/KpG3fIf9yzVz76l22yS4MV6k18KJMazRvTEzxN7R6YGrdqxrZZrlFAbKH7GEbv6JzZUN0967+p+l26n28bccz9wcM0evn6vXulfyzmybZsv2RqukazJhOK6NP2DbNICwJGQiHgUHgmHiAi8sieFvnwtVvl0zfvlB8vOzTr32/f1ihRF6+gMq38zDWg0r3TOBrN/MpO046/iXQvGwhWtsmD8Vh+r++DnrLVrzlXEfa53ugdjcknbtzh2faYFINu3FxDTJbrh3MCuFPdOSI/fOSg/PqJchma0GsC3cseQsqyuuGh3UeluX9CRESikym56PFyxRGJ3L0j+40iOJPvPEs+RVz3y0Lz8KAR3csyEBbpdFouXVkx678Xnfj3YOMBdPCha7bK5auqJJ5I5b2NeDL/7+rCprma7XW98kDJUdVhKOF0rHLLlnrZ3zygbBGffFhURGEIEgqBAIX59Vq6yZUUcPET5ZI63iivOtwx69/bhyJy4WOH/QhNKd3KaK6OkU2d+0xM/HkGhgwfZFsVKNeTXggvr9ugW7fWy1gsc6K5rViRaybXK5oFfPj86Mfo1ZPTk+39x2w06+orwTEwUzyRkq/etVueLuuUh/e0yKHWIdUh5cVJX+eZ8s4AIsnNq6py6d6WGX9vGZjIe1uZ53EyBzoSnZQ1mhxLEZUPpuhX6YW3FQagCvUOTtY7GtN63l2/1lt/HLPCNfWNy73FTbKhavbqnVMYT5vnhk1HVIfgmpv6udD7CRPxpHzpjhLZ3zxY0HaCpHHzBUuRUAhoxuv+mOmr6bQNTsim6m7pHc1vWWY/f/1qjSanERaFlWgdJ0rSIrKkuEl+ubxMdjWof/3VXLw+dDqei5P5OUHQORzxb+MIVFPf3DeFVZfzkoZ+tQEAhiAR1RycK+dMHwfbLJ/+wdrKLu1WJfTLsn2tqkMwSqbyNB5LyCdu2CHfe/hg8AHNQV39Hex+TUqbNOmG+PRYTYobZqKM5cYhUiOIB8MYbZkrxcnzzA8e8acPrXqe2HS0z/5JpY8tImSKMD8oDTUWqA4AwExhbAbmavvK24blq3ftlrFYQl505kJ54vvny9kvOD3Y4KAUnWT73b+rWQ4cPfb0z2MHWmXj/35AXvfiMxVHBb8NRybl5c9dpDoMeGBjdbek02ntVrgFgqLbHI5m4cwSxkmvxt4x+eWKMukdjckPP/x6+cI7Xykj0UkZdJAcFcLD5bt0OtjXdKrgR5scnUzK2oouecEZC+X9571YRII9HgNj+T1gCH25LaYJF69Pe2hPi7QN6nFDyLpEcFMqQsvYfNgj8aSkJS2nL9T/NhVjXgDwlsXN25xoSQzFidNWkPOMFAOEFSsUAg7pOHmjYUieuvzpyhOvKuwbi+e1NLPfx+jVF62Wf/nLdmnuG/d5T95gpQ69jEbDscpGNlPJhCLH6tkr19QojAZAPhp6x/zfie2dHkBz9CDz94fV1bKveVCa+yfklyvKZH/zgCy+bnte26IvDxXS6bR88fYS+emjh+Tr9+6Vmwx8ZdIMOk7uhJDb07Cucu5Xr51sdVmHy2gQJC5BTHmitE3+7vL18rbL1st9xU2qw0EAVOVk+pFssKGqWz58zVb55I07pKxtyPPt24icXIRFc9+4fPbmnRJ38UCMKejH2SXoetnp/mgvsuMyRNBIKATgmJtG3IsGf1/z4Iy/Lz/Q5ur7vaMx+X4Ar7ip7R6VO7Y3erY9nTtLpnZUdB3oHGodyvrvmobtq+rOEdUhZKTrZalrXIFRXGHuqu8zJqHcT5G4fRNkQCbRyaTEE/qUd6+qQCdJamHrk3jZd9xc03Piz8lUWr5we4l0jUSdxWHZke8rYJU5HcZIc8WgQ2x+2lnfJ+Xtwyf+fu2GOoXR6MnplWp5URER/9qL7jnqTduvvym6zmno4GPXb5eOYWft6nSeHtMs2wpLGXUrmUrLL5eXSyyRkkQqLb9bVaU6JHhi9sXg5zXQNRyV/7p/n3z8hh3yRKm7+waFiCdT8r+PHpLGvnGp7BiRi58oD2zfJjOhLVNVZZ+8AqoBhwpZ3LjpiBxuG874b5xbPeWsnzhx1s1P5UOXI2BCewq7kFAIwFrXBXijY+nelsD2BejMlLny7XW98tDuozIwHlcdCgz2b3fvkcV/2S4bq5yvmAJ3Vhxok/Ov3GzlU73wn5fzK3fvaJS3/HadvOPy9bKmvNPDLefPzQQSr2iDassPtMl7rtikOgwRyX/yda7v2T6Ze3iOh6CoVuDEXNeH2vJj5kVb0T4sd21vlIMtgxn/3ZRrspCbkZnKU8rM0+kbU9qkoYk4YzzNBFF23K62nWsMc+WaatlY3SPVnSPys0cPFxKaK1tre2X0+FuVREQq2vV8ONpXhtQ1bln6swpCEpF7j5e2qw7BN6b0N02k4lozpd+YTTjnOy04cTAKCYWAwZ481C7L9rZIdDIZyP5M61yQ5DcbA0B/JJIpqe8ZlaEJktOycfKKkSDqmQdKmuXr9+6VS56skE/csEMi8dx1aKPHq9C5vRb9PiyZjrvfr1WMJ1KypLhJbt1S7+t+/BZPpuTCvwY3cR02Fz1eJu1DEdVhwCe7G/vlkT0t0jua/6plXpqrDRqJTsofVldLMpWW8XhSLn6i3JPXZhU66UWvzl869JtPLmaFJWGo/T3/99fDMpkMLgYdzp8tvM73COV8/3Em/fZ8YzXoJ3rOz2q2omNYPndrsfzxmWr5wm27pKSh37+dZUHNCkAnTx5y9op7N3XX7saBnOPTRIB9WoSD6rEaAP1RTQBQhYRCwGCtAxG56PFy+eZ9+1SHUhAlT14wDZqVbU91+P1zvnrXbrnguu3ywWu2yoGjmVcLgD4uXVl54s9dI1FZti+cycdH+8flqrU18sieFkl5PCLNlYyYTotctKJMLltVJeMOEjp1NxyZVB2C77qGo65X9MxV957cFmf6vN/JJ0zGqLPiQJt85c7dcvET5fLxG3bIaFTf62hX/cyb9oMTk9quhmNXD84fTvq5lnWF4RFNL3vf/WWjtyv/q257w3oeg6LD8dWpjZ4aFxX6sNbjB9tP9ItT6WMP3Rgrj/PjVbvMXCCQm+p2WgefvHGH6hCsm5vXDcUcqsrA9Cub+hbwjx/XlxcPdXnRulN3IGgLVAcAoHAljf1S3zMq577kLNWhwHJ0VDLb13wsiXBoYlIuX1UpK3/4Xkffy3U8TXo60eSJ+T2NA/LN81+jOoy85HvUx2IJ+dSNO0+8ouUzb3+Fd0E5ZPPrH0x169Z62VTdI+981fPlwsXnyakL5ouIyB9XV8ldO5pk4QKeRYJ3pq/s2TcWk/uKm9UFcxz3bKAbr3tXfq8+bLIjPWOqQ/CMl2OI4Ql9k73zpXKIFcZrcK62NYzHwktH+ydUh5D/6+Nz/Ht9z+ic/xbWvtr0323QNBFgrJ48VtBPp9MkAcIzlCTAA1xIs6TTaWnoHZfnLjpFXnzWqarDMU4+/QM/MBxA0EgoBCzROhghoVBjbib8dJgc1CWRLWfCXTBhuHK4bVh1CFn4f8R0PCc6cnsDzevx7/27mk8kE4qIPHXY2WtinDI5wTTMrlpbKyIiB44OyjkvOF2+9k+vkvahiNy1o0lEjr2mOhPON7yQ0Gk5IYOF/SiG/ffbzO/hyRfu3C/ff5PIovnHViHNJIz3I4Yi7lYnhj3yThYLUUVM3shshZ7+0pZB+cqduz2JJRMViaxhuiZgNi+KaqbyXsh1p20162NgPSNRqegYls7hiH87ATShyz0oVehL+ifsZSuTdDot333ogKyr7JbTTpknN331760og/VzPBxqw2+bC8UbQSOhENBM5oE3EIyle1vkss+8Zc5/t7kTBoRJTdfcqz4AIiKXPFkhX/unV8n2ul7VoeSN15pC9wlEXeILMimYVTvc0aWM2CZTMYwnU3J9xbEpsltqSzJ+L6izEZ1MSpnWDykhb1SBeZv7+uOg2uTSlZUSm+MhJnhrV32fXLKyQtLpY21g0Ojh+EW/OnH6WIOhQHZNfePy+VuL53y4JZvO4agkRxJy7kvOtHbMRb0BqGdU7WJxpZHPXNG+5kFZV9ktIiLRyZT8Yvlh+cXH3uh1aFn5UX6qO0d82KremCtE0EgoBAxge9NA2xecXE+F5pq4NfVcmRq3ibKVMM4DAJM19Y+rDgEaKa7vk1e/8Ax52XNPUx0KQqTgvpRRs//qjEQTuT/ko3+9pZiHP3xk6T12bZx8fOeqt7w7D+4rRsal3sj3HGa7AVbe7m8ydW33qKyv7JL3vO6F1s+1ZpNOp+Xny8ukfYgV0OAt2tjCXLO+Nq9kwr29RfJ/N5bIZCotn3/H38h1X/4774MLmaCT221NAs0lrL8b+hqemJRLVlaoDsMXKw+1z/h7Pu0NCufJitAebANwg4RCwCFT+7a2xR1LJOXUBfML3z5302AAkzqG6bTIw3uOSkMvCTdO8IpYhIHKm7V+tPJ7mwZ82Cp0MBFPyLXr62RXQ7/j73z93r0iIvKd973Gr7CgkC7JJp6HUeAGbRhBmTA+NiWZ0IBDmZEu17etwnR8w/RbbbH8QJssP9Am57zgdLny829VHY4ybYMR5cmEprYhhdK52pg6J372lVT1w7yurzP9jHS68N+3uqwzr+89XD9fpkrX46Xt8t8feK288WXPKSyYsEofe+007Ec/Lj+2H7Zbt9XLqsMdqsOA5doGJ1SHALhCQiEAo3z9nr3y6P+8R3UYIWb7kCE4E/GENPaOqQ7DM0t2NasOwSgV7fovxe7nRK/bSZu1FZ3y5pc/V8554en+BISCmJykb9sEom2/JyhXra3Nux27a0eTt8G4YOKVx2s51ElLuF4Fk62oUQzV0vnBGr8THUyst/1iQnKvaTLVbTrWdzrE1DIwIQ/vbVEdxgnxREpu3HREytuH5ZNvfbnv+0vpcBJglNVlnbKpulv+/lXPl3//x3NCv6qY7j9/W20vCYUFuGN7o+oQEBI0x/q5Y1u4rv+gy2Cm3YXxMrhh45GCvk/dgaCRUAjAKHuaBqS8bVje+srnqg4FBtFtoqd1YEL+/e490jLg7kkU3X4HgrOmokuW7WtVHYYy333ooIiIXPn5t8pX3n2O4mj8wfUNuBOdTHq2LVOT4r2aP9ItKXjnkT557+tfpDoMLXg9STgaU/sqXx2EYeI17Df5AajjpI7VpRrOdyUwt4qKch+XB0qa5eYt9SIisq2ud/Y2/AgsZHTr7+ooWzH9wSPH5mQeL22X0xfOl8///SszbyPDRjj2ZgjiwS8juqhFIqNR9a8BzXY2+sdicuWaGhmKTMoPP3SuvP3s5wUVllWMKI+W0aUPmInq8tDYOyZ3+pzMrPPxP5lpl6fbJnTlocJWwdT5IU3YaZ7qAADddA5H5HDrkOowLOBfk3+kx4xXQGEm1Z1yndyypd51MmFYsHJRZnuaBox5/Z2fLnq8fMbfWR7ebFzuKMTyA205P2N7EfPyGkqn03K0f1wGxuPebTRP/3HvHqloH1YdBuBYWPuv4fzV4aHb+N3LcHT7bSbJVd35NZ+qezVb6E29P6yu9igSwH//+9hh1SG4pnkVolw8kZJvLdmnOoycAmkLFBUWN+OJX64ol78eaJMNVd3ytbv3SCzh3cOW2fhxaMI6jjKZrd3ojdXd2a8lH394x1BEPnXTTpmIB3MtT8e4SI2CEwKpOhEwEgqBabbU9MiHrtkqn72lWHUocMjG/o7enTitgzOG05XmTh5Tmz7GNjx8LeV7Rfo9YRPEE+hPHe4I3WsIVHC2ykjmD6lsz2ysb/rHYnLb9ibZ0VUkSRt/oEsk5s+ton1YHtx9VBp6xxx9Pi1p+dHSUvnA1VvlvX/eLJuqu32OMEc8aZHfP12lNAaYz5c2yPTOeB5C+JPhsbmuRe/GC+o6nHrP3eRn3OFKtpF4UnpGYrP++wMlzTm/S71ihvahiLT62N8OuhiEZyUXvX+nzasV6n3ks4slUrKldvbqqF6j/ncu25Wycdp4fTSWkFWH/V1x19bzpsPvsrEvaaqr1tbKF28vUbLvGzYe8T2ZsLxtWFYVuCoegPDilcfAND9ffliik6mM/6ZDBzObIPqe7o6B5gcMeeK82mg4Mim/ebJCytuH5ZNvfbn87KPnyfx5jGihtx8vLVUdAhCYVCotn79tlxztnxCR+dI+npILPNy+DqvSwRu7G/vltq0NkkilZdEp8+WpH54vr3/pWVm/U9oyJD2jx5ICJuJJ+eWKMtl/yUeDCDdrTF45eQxjVA/HsodLTDcSTUhd96i86oWny6kL5qsOBwYy6aahV/WNjvWWXzFp+FNdW12eOymhpmtEvnXfPukYjs76N165rl48mXle2633/nmzpNMiP/rwuXLh4jd4sk3AFnPdPwJUGJpgPgfwQlmbf2/KyPZgw/YjzhK6C+lmf/aWnZIqdFE8DwY7QY0U9jYNBLQn93pHZz+U5ZbbU9E3FpPmvnF5w8vOkrNOO6Xg/SN8WKEQmKZvzL7ON1N58JJuNwOcxqNb3KrMdRzu39UsTx3ukKa+cbl5S73saugLNrBpuAFhh1xP/3OazWH7uXp0f6v8y1+2qw4jp611PceTCY8p6Znn6U3rpw6H9ynVrbU9qkPw1E2b6yVxfJYwMpmUPz2T+xV6PSdNZukwJoonU3LLlnpJFjrjCU+pPBs6tEdXr6uVxX/ZLv96yy5u3BVA59WJVIwbt9T0yNbaHmte+ebX77Dj6PgrUz3ptu78xfKynJ+5Zl1txmRCEREnzyUWslKcJZeJa7l+9rK9LSf6TPftbPJmn8d3etPmehmemPRkm9D79Z5TsRUSote/zrP+n8bH3Q/37GySN1yyRv7xTxtlT2O/6nCME7LigoBNptLS1DcuY7EEZQ15c1t2TJtaKzTcL99ZMmMe3TZuzn9Vx4h89Lpt8oXbS+QTN+6QnpHM4zggGxIKASinouMcnldd5IfBTLhct6Fuxt+d3ETwi86Tq2Hj56ngNCMTVekFtd2jivbsXHOfs0kQHRJuTFLRPizfuG+fsv0HURUG8eoqN9w8OHD1ulpHr060GWOWZ3nZdyi0rqzuHJGH97RM2144K998f3WYy3WmZMpvLtkn37hvn7zmV8/IX/e3KogKcGdj9dwPY8wLaX2o2kWPl8tvVlaIiMi1J83veMGP8RIlJTzCUi3oNJ/ZMxqTWCIl3SMxuWJNjS/7CHN/zg86jyd6RmPyL3/ZLk2946pDscLh1iH50DVb5YJrtxkxHwmYKOgmOegq3E0bfMWaahk8/nBQ60BE7tze6FdYsBgJhQB8UlgLqvOqBfnQZUz4g0cOyvcfPiBH+70bAOry28IgqGM9EgnX0+eU4eB1jURUhwDAcE6q7iueyX7z5HerKr0JJgS8ukHmdju/W1XlyX7d0rVvoGtcOvJ7Avn6jd4nbCAYOt8A/7nCB7tMQB2oXq523O9zpGsZ8LvNcfKzH5mW6A596Zw0ZLUQH/dDrUOyq17dm2i85MVrIpGf2u5RWVvZpToMq3SNROWadbWqw3CtkOo0yCQvjXK8PWPjb0J+3JSFHUdm9gHudrGa+XDI7hNjbiQUAjAafSj3ninvku8+dFB1GAghnZ7WnU7TsBzxM3Q/51sf2s3NjrnEEkm5dGWFnH/lZvnR0lIZjTJwA/K1sbpbBsbnfi1pWdtwgNF4T+ekGNMV0je45MlyaR3w5tUqXvZRTO7vuNU5HJFdDf6+3m0ymdb2tce69rkR6nwG+GRXfZ/81/375bKnKmU8llAdjm/JUiZfO1TJ+sk2PoC/lF3LIb8Q/+3uPXKPR69DV+nWrfWqQ4BFdJhPabb4layYSdcFdPSMCrp4eM9R1SFAEyQUApYIovtr8gSeSYKY46juHJGekagn2zJhToaye4wBp8qIGAE/bazqkQdKjkr7UERWHe6QR/epffWdCXU8kE1N14jqEOZE90QNv6u1h3a3yOdv2yXJlPd7ok7OLZZIyqdv2pn1M14dx+UH2rzZkMZsHEfpejMnTB7b32pl2crGj9/bPxaT/7h3r2ys7pYlu5p9e62lGyE7raHhR6K6n12aivbZDw1N1f1NfePy4Wu3+rh3eIk22zu/f1rNyu9eWl3e6fs+dEgyCxOOtnkK6RKErf9vglynM51Oy2P7W+VbS/bJjZuP+BKDDcUi6Lm6oHZ31VrzVlGFP0goBAJkQ8MIe8STKdUhAABO8oNHZq4g+4fV1YoiAaA7brA5o+KmUO9oTDZUdRe8HW6wuLf8QJv0jQWz8hBtNNziJtoxv3q8XAY9WyHMfU0ZZN1a2jLo27bv3N44I3ndi3anULzOFardurVevvfw3G9l+ePqKhma4C0A2XAZ54d+u1l0e1ArDCuMh+AnAnnJp9kN6nLa2zQgv1heJptreuTxg+0B7RW5eNVmNPaOyf/99bBc9lSlJ9uDvRaoDgBAbrZ3tnnySz9zTR4VVhaZkQJMwhULv53cpBw46t8NV1iISkp5H5qbjdn1jHqzGrhOTDjldV2jWf+dcuuO7XMR8J6TIpNMpWXp3hb329asPDqpTu4vOSq/++zf+rL/Lo/eOuGledSxrkTiSWkfiqgOwyq5VlLZWN0TUCSZ+Z00FNRDFabRrPkIrUL74UH0A4qkiPISIJXdBh7QzA/j6XD51RPl3m6QAuQJL9qpZCotX7lzt/SMxjzYGmxHQiEAX+jeLyiSIoklklLRPiwve+4i+ZvnLVIdEnyk240HVZxelhwuFCrXpEwYnrx1S/d20297GvvlyUMdqsPQFldMBh4cFKeb+O5DBwrfmeEyHSsdq3IvY9Lh99FeIh+6rxAW5mJt243LQuqoSR9eC4/Zgr7e7Crh3igqynweOoYi8u9375GmvvHggwIUCUMfoHVgQup7xuTtZz9PXnDGQtXhAJiD6gc0YZiQFpfGXv/7qbYc2vK24eB2luGglbcNy0WPl8lYLCG//Ngb5RNvfXnWTWyr6yGZEI7xymPAIS/m5J00jJkmZJ3sO6yTdvn+7lgiKV+4rUT+320l8pFrt8q2ul5P40ImtnQNzaX6DKje/1xOrmO5eQ/dfO7WYmX7Dion4VePe/zEY0h5WX3dsqXeu40BCtmWwAP9OO07xhJJ6RyOSCyRFJGAJ5x9oHviItSgVGTmxxBTx2M9L6T1Qj7n945tDY6TCb0+rG77Rn7MkISzpMCtq9bVyGQyVfB2egO6YV7aMigfu367fHPJPvnY9dulc9jeFUi9bNeqOkfkew8dkLru7CuN5yuWSEoknnT02bSkldRPhfSr6ZPDFNxygVNFIjISnZSfLitVHYpjV66tVrr/S54sl8qOETnaPyEXPnY4Z7s3MD4ZUGSwAQmFABxz0+HTvXO48lCHlLcfu4ETnUzJL5eXKY7IDLo9uaVbPLDDj5aaM1C5bWuDHGodUh3GLLpem9FJZxOIuiltGVIdgu8afViZgynVwly9LvvrwmxAGQknk877ya2pru2rSdJpNasCd49E5bM3F8t7rtgsn7mpWLpHonLg6EDwgUDpdRSG+71hrqV4ME3MamQVu7/kqLJ969CfCDqCmq4RSRW4Mqrtdbj6UjHb4wfb5ZnyzoK3E0RCYTotctmqKhk/fgO/ZzTGQ3ourKnokv+4Z0/B1+nJdhzplXf/cZO86dK1cvW6Gk+3DcCZ+4qbpH3I8ARry/sAOnpo91Gj3mZUXN8f2L4y9eUPT3tgNTKZlHWVXYHFA/uRUAhAuUxzrtkmabyYwDl5RcKukWjhG/WI7RNU7ug4nWU/lUVQxT2Y6fssaxuSp8sKn6wM0pVr/Hn6yca6aNVhcwahAADgWS0DE44+p+vo4b7iZqnpOrbqSm33qNy7s0lxRIUzNXnKj7ANPRRKWTjUCIVcRZ1Vgf1HdZOfny8vk2/dv091GEYopE3LOMef/+ZEROQnyw4VuIXgHD7pgd+HdreoCSQAfswZdo/EZHejtwkZv11ZKcORY6sw3bKlQdoGnY0pEAzatHD43aoq+fj126V/LNjXqwb5AMXepgFZfqBNhicyr/qmw8Mcmejcc79qrTkPuo/HEoHuz0lfLeFxgj7CjYRCwHI2JoSYOFlvWsymxOvHZPXt2xoknij8dRowk4lP7uxudL+6jSGXuOeG5hjUY25O2gNT2gxYxoI+bqGXTlDX3mh0Um7d0jDrv5syzshn4laXas3tOc76eV1+VEjdvm3mNXTH9kZFkahnSt3hhqnJlXawsEA5pOMrDp2ERNIhVNla25v7Q1m4qerXV3bJ+VduLmh/8I6G1WUoObmGxjxOyjj5bRgrDVrtyin6oQhSvv24kWhC7rbgobpMHt3XIl+6o0T+76+H5RM37nD8ivVQsrS+GtUwoRDw0gLVAQCwEwP13MZiCRmNmpXcsr95UHUIeXFTHq9cUyPrK7sklkjJaDQhP/+XN8in3/4K/4IDQogxD/xGNwTwzn/cs1cOnbTaBgDgWWHt2xZyIyOfZDiT55lMjt2NeSH5nWHDTUt3JpMp+fnyshOroiEcdF19SoVEMiV37cg/cWhwPC5XrauRvrG4fO+Dr5O/P+f5HkaXG2cyJDjRVgvy9P5yRfmJP7cPRWTZPntXpwUQTiQUAg55MXnCvBqmrDzULr9cUSbRSbNWwjv5qT7V/JqsOdgydOLP//fXw/KRN71ETl9ofpPp9IlFleNpFRNw4/FgnyACALfoQ/qD+ePcjnSPzplMyM1l/7ntF4UlYaVQlF14jjLlmler6VR1jniynXyoXiFQxyrfr9UHny0uOv5qYKb9zYNzJhOGvblQlXTHyqjBuntnk/x5bU3e37/kyQpZXd4pIiI7j/TJwd98VBYtnO9VeFpilUGYguTp3HYe6VMdgmOcTTNx3hA0XnkMQLmwNX7pdFp+vty8ZMK5mHDjspAxeSyRkqfLOr0LJsR0nRvZMW2Qp2uMgM7magdyNQ9MmAKFCaIP1jMa838nGjKgewsEwo+WmuYfXvrx0lLVISgTTej3OjX/+yZUICr4cV5t7mulTG3oDA3bEZsLnIauXJN/MmFa5EQyoYhIZDIpfz3Q6kFUhqHMAgWzOZnc1K6GETeTDcA9FQSNhEIAxlld1inRSf0mTp1KpUXiCTuSCf2nRwczmdKjg6bH0fCXqoGeyXWKjnKdxzCUZVswzvdOIYN9PVohvdg8MQiccNLFz5yhnlSvUqaKqb/bj7BtvDTz7bc4/Zrb8sNNk9lGIsGvtJ/rNBhaLQTuwNFBpfvXoR9t8xWt/ugC/guyWR4Yjwe3M0Vm9YvmOL4TvGUHCC362Zhicz8aeiKhENBMvg3B9EFHKpWWv2yokw9ds1Xu2tHkTWAa2VTTI1++o0TSaRbYLkTwN4DM7fEqizyEBVzVVZ3QJGnUL0uKm+Qf/rBRPnnjDqntGnX0He7ZwWQ6Ft/vPnRAdQg4ibk9k2OopwFkQuKVvkxNwvQD5dROTsr4U4fb89huPtHo65InK/L+ropDweXqkuHl1bbrLShhvU4m4gn5w9NV8t0HD0hJQ7/qcKzWOjAhH7t+h+owEHI6PJRgIl2PW9BRNfSMzfpv/WP2J417zUmfg/E2vLRAdQBAmPhZfU9vHPY0DcgNm474uDf1DrcNz3hNKdShXxIcDjXy0TUclctWVYmISN9YTK5cUy1nnEoX0GbfeWC/Z9tyNkCd4797FoUd1lV2S1nbkOowrMFjJeqZcrNxeh0VSyTlSIYJTF1Ryr1XVKRP2TUhuUz/COEXJ+WzkDrKhPKfiwk3aYI+zE5218dNQ6nuHFG6f/rR+XF6PWVLGjC/5gNm+vOaGrm/5KiIiGyo7pY9F39kzs9a0PQrdevWBmkZmFAdhqcM6EoBvnM6LjL9ellf2TXjlfZT/uX67QqiAeAGKxQCmsnUdXDbUfj1E+WexBKUfCdhD7UOWTkRE1TH0ITJb124nfC4efMRmUya/Vrr9qGI/PqJcvn901UyNBGeCX8br4r7imeuVLulttfR7yxkoo8bFO55+aTihqpuz7YFb/EwhF6oqcLnkifyXxHIdCvzWBHqZNwEzIxxFZyWgTBcQpc/XSW/XVkhPaPRrJ9TeSxsuWZV1Mm59jkvpA2FHSUKXnFyGexp7JcVB9pkJDrpf0BOhfPyRYGmkglFRJKptNy+taGg7c3VRKfyeLNMPism6txFWLq3JeN/t+EhjXzOLxBmJt57+dmjh1SHYJHCz78tY2IEg+VpAAtpNRmRJ/OHQTP1j8fl/Cs3yyff9nK5cPF5qsMxiJmdmmvW18lYLCkXffyNnm0znU7Llpoez7aXy7/dtVuO9h976rGue1Qe/PY/FrxNJwMd+rHei2uY3MpptstnbymWJ39wvuowEDK6vi4kTExss/96oE11CK54eYwvXVlZ8DZMPOc682sC14abiiIi0cmk1PeMyd88b1Fg+7Tk0Cl3f8lR2X90UFb/+H2qQwmUjlWk19VMru1xDQHZ57TTIvLwnqPy6+MPuZy9Kbg2LqcC64sDRwflS3eUZN+FqopSxwraUp0j2R8oyNeGancPzt6/q1l++1Th4x94J9t9gcufrgowEgAqjMeTqkOwhpP+lC3zQtADCYUAHDPxqQedtA9F5M7tjfKPr3mB6lBCp9C+Uz5JC7dva/A0ofDa9XWybF+rZ9vLZiKePJFMKHJsRa3JZEpOmc/CxgAy++XyMtUhAIBnGPUA/nFyfQ1NxOVLd5RIXfexV5Rf8KaX+htUgZzWGWGa06/sGJGWfu9ey6fjDREdY1ItrCsUBklFH4X5YHdy1Q2/nrZidutAxO9wAnPRijnmBHSoFnSIAQX58dJSV58nmdAMU9Xlkl3NSuMA/BbWvlQ6nWbMBFiAzADAIS/aPJpNiIj872OHs/67Dv0r27q3BT8Bq8E5uXlLfcHbKOQwpFiSxlj5njpW/wqW6RMLtd2jqkOAHKvnuXaRSe9YTHUIoeNF18n0tkEFJ8edbq3+Ht7TciKZUERko8tVaaCHsVhCdQgwxI4jvdI26F0Cqm3o35tFh3ndQuTTTxqNTsqRnrHcH8ScTHvlq1/96bmun1jC27evzDXOUnX98urJ4HHE82N6G4dg7W4cUB0CAA+QUAjAMSawvDGeY1J9e12v/ODhg3LdhjqJezxYto2JY+2j/eOqQ9AaEzfhYNLh5sZW/nJdzgYVA8809OZ3kyVjHTXHASQBybmw9GwHx+O+9CmZSIaJTOqD6MCPw+Wk6rh5c+EPU80lWxnIt3w4/Z5t1SZjKLV0XO0j35D+4569svgv270NBnNifhde0701SKfTEksktW63/rC6WnUIEMYKKjxQ0qw6BCAnek75+dXjvNEIsAEJhYABNJwjzMlNyJnGaSb+Zq8MTkzK6vJOuXHTEbnFg1Xp8hHiw5+RV8fjV4+XyQeu3urR1uxk+sSNaU8UZ0NSksiR7lH5+PU7AtmXrjd1wtwe++Hxg+2+bj9Mp4uy6dzdOxtVhxBKXpRRt/0i0/tRwJTIZFJ1CKHnRdLFZ2/ZKe1D3rzO08skkEOtQ/LU4Q4Zjkx6tk3klusMTsTNve51TlICnLJ5DmgymZY3XLJWvn7vXhmN+lP3F1oN3Fvc5E0gGtNhJXFd6+tZDwmEaL7j0pW8ntokml5Cs+h6rYdNcz8LNaiyZFeTRLKMr3R8OA36IqEQ0AzdnGPo7x1zw6YjqkPQWtKg5K36njFZurdVdRhKheG63lTTozoELeRKjjNlvHLlmhoZDfmr2sJw3SK8wlK8N1WHp22y+UYoEBYtBt50cFr3hG3SfjI593FReSgGJyblx0tL5RM37Mj5BgmdqTiE6ltZva+h8VhCfry0VP7hDxvkJ8tKZSJubvmaQf2JN4repTTcdhzpkycPdagOw24W1BfMgwWHYw0A/qhoH5FvLdmnOgxYgoRCwBJHusesWhnLCVMHHCG7h3CCH787kUobU+63hDjR7EGXry7oHY35E4gDhdYrmzU6z53DEfnOA/tlya7m2f/o4Hf6uWKeKfU3CaL+m0ymZMzgG7nwV7YnKREMP14NCudOPsS5DnlYxxlu6XKcwpZc5tRt2xpUh+CaIUNSnKR9KCJL97aoDiNvVCH6eaK0XZ463CF9Y3FZeahDntI0cYkHMPLj9JrL9rkw9p+nzy3p8Pt/82SF6hCA3FxcK6zEBuiFPjp0UdLYrzoEWIKEQiBAfnbt//hMtfzHvXuOr9hGjwXhsf1Ir+oQkMNvXLy6IC0i9+y0/zUfQbh8VZVsqOpWsm9uUMCJuq5R+dA1W+Vvf7vOl+3bNIFjW9JJU9+4o8+tOtwhm2u65VDr0Kx/K3TOPJVKSzyRKmwjsJZdVxygl1zVdzJF3awD2/oec9lYrWa8FEZhKFGXnJSodNHj5Yoi0Z/d+S9hKO3OMT9kpyC7CXbXF4BZQjJEAABMQ0Ih4JAJA5fi+n7ZZOBkaKZj66RjWlREB1YHTs+BX9eQk9f4FVpOwnIzJZsg68DbDVyVREdrKrpUhwBkdd2GOmkbjKgOAwp8+Nqtjj73ixVl8q0l++VfbymWe/NMNp9rtdVfW7AyheqVCGzuHqVFtKifVJ9jIJuRyKTqEPLiS90V0ku1kJ9tcRMSajRb/lDe51K9f8MoP18FMj1+VUiczM1Z2SrsON61vVFGonP3UW2c47fxNwFe8LJe1q2Gp88NIEgkFAKWeWx/m+oQkIMunb2gB5v5PPnv1bEqdDsMy+3n1fVg1RyOTb8FSuSqenc1sOx+WOXTLl/+dNWMvzutb7tGMieFmfyKwymdw1HVIQSqqmNE9jYNSCqAd4v+aOlBueC6bb7vB/BDEImok8mUjMYSvu/HDyrH43Svn6XLze/djQOyO89XQenxC4JVSP2STIvsrC+0/6/JhJoLNpSTlaXev7pZkyrAF6b+tELaR1N/c1CGI5PyX/fvl7f69HYGFYLsT7mpL/74TLV8+Y7d/gUDa1R2DAcyt4Dw0eX+rxM298dsxnlD0EgoBAI0ETdzwh3eMqg/CcsUNDloeSd16sZIaJ4otvx8msj2ayxoHE5MWVLcrDoE3zy8x1lSpC5JGyL590Xu3tEon7hxh3zpjhL5wSMHvQ0qg+hk4a9cNWkSOUw0uhyMtrqsU3UIWgnNGMJSX7t7jwxNxFWH4Zpp1dnjzfPlOw8fVh2GL7LVADrWDnOt4D2XR/e3ymiWFb/CYjyWdPQ5nfre0MOKA22ysbrb2IcxTFPdOZL3d9Np+nVh8adnauQ/79tLUiEC0T0Skwd3H+UtFNAGZRFukFAIBMiLG1Mq6TiYYnUjBCHfucD3XLFJlhTn94pGAACmMMjP3+G2YdUhzMmE06rL/dA/rK4+8ec1FV1S0+X8JpEJx3kuusWuS3kolC7H1a+6PYhEhtKWQd+2rcv58YMt15BtEqm03Luz8HG7zWUX+lA1Lnj8YLuS/eoknnA2r09Vj5OdvNq+1TS/AJhb8VbPaFRa+icK2ILa87HjSJ9sP9KrNAbTaH6Ja+03T1bI8gOFv2GwvmdMbth0xIOIso9fqjryT86Gv1YcbJee0XC9tQZqLVAdAICZMjXg1o9zMvw+p0/LVtKp8YWbIudn+TT9hkvncFQuW1Uli9/yMi0TcpFBWE5TWH6nJtLptPSOxeTMUxfI6Qszd79tbOsNr8KNdNHj5fLGl52lOgztJZJmP+SjC5X11oGjg/LGlz1HXQAO+NKPtbCt8Bp9buRiY58LhesZjakOwRdeF3dWXlNDh3prkv6zY6ZeJlNx51PeBsadrfJqcz9Nh+tUCwUfB7UXUFGR+1Vc/QlEdQDOvPfKLRI3vH14uqxTPviGl6gOAyHx8+Vl8poXnSH/8OoXyOHWIVlb2SXtQxFX27hyTY1P0c10zfraQPaTCWOO7DZUdcvBo4Oy9qfvlxefdarqcBACrFAIQEtOJhgYqCMohfZf79jW4E0gIaD6ur5je6PaAEJC1WlWMXmdTKXl+w8flHf/cZO8/6otctDHFX0AEZGarlHVIQSikKZ5dTmv6gRsFTP8rQBhMFd/fyyWkKcOd1jeVzLnxoiTFXyCHrv5efRMvGel4kYbKzvZQYekLoqSWtHJ2a9vzvecTCZT8umbdhYYUbiN5/kq5NLWYbmxYr7H0aimtnKgbnLHTTIhx9YOnMbC/emZaqnvGZP/d9suuW2r+/uGG6u7fYhqpi01PbK5psf3/cwlRYWRU/94nPvOCAwJhYCFdJgI1SGGfPWN2flk+smYCHau0CcT48n8jrUOk7xTKC5wI9c1E6b6p7i+T9ZUdImISN9YXP407bWdANRghetwKWsbkus31sn2Ol5lFAZTbW42uoxVTX7q3uvYY4mkXHDtNvnx0lJp6B33dNuAM+ZejwgXk9sO6OOJUu9eYb26rFNGovklxOGYfBIyk6m0/PjRcmkYpU4Iu98/XSU/eOSgofe0KL/wh853Hg62DMmVa6olkdI3ym8u2ad0/7vq+5Tu3xRO5r8AL/DKY8Ahc+Zr9O2EmOLSlRWqQwB8oTqJKww5ZMY0FU5YeL5UvLbkrh0zV73cfzTzqjs69jPK24ZVhwDAMirquvtLjga/U4+Eoe/ktYl49hvaHFP1MtUDTxxsl66RaPDBAMfp2BfPxcCQrfU/Dx6Qj7zRv9clmlg+beR0Tk2L16XmsHRvi2fbqu7iYS2RwqbQGvvcP0yxv3lA+hy+ahr2W13WKWcuXCB//sLbVIcCWMnrln1P44DHW7TL3TubVIcAYBoSChFq6bTIhvYiufqGXfL6l56lOhwRmT1JNBFPSMvAhJpgApJpFTaVky/PlJPVb5IgJlaZvA0Sd3ltkGt1TVZVMMOnb94pCxeYuaA5NQkAAObYfsTsFUSdzl/QBX6Wbocin3hMOJ9eh7i+yv9XrGWn70HfpPC1cCYy4frJl82/DfqIJpy/atYPts65FBVp8sagPEJ4dH8rCYV54IEzd2ji7KJrn4XrEtALCYUItdZxkdWt80UkKm1Dej4Nf936OtffCUtjq2tnJxfVq8TZxoTDqUtZPTmJq2ckKpWdPEksYu9EWEE0KbdQK654khqwmS79AxOZ0P/zghY3swDk5PRaNenV62F7AChkPzdve5tYTcUGJqygp6Ow1YuA15yM4fwe5+XafljGmboobc38FhcA4cZcGKAXEgoRak82z1cdQk6mLu3L4AtesKkc6fZb6nvG5Au375KhiUnVoZzE7Ala5pedIbEaAGA7r5u6oYm41PBKOQSMPpszTg9TTLMHNdLpdEEJMkHf6KE0AlDJ8SuPDZ0X8q3Jp/IOFVOSQOji6uGObY2qQ4DFdH6AgiooO+poZ5ivQVDMfIcZ4JGYXnO5AOCr6R3Mq9bWuEomDG5ClE5wEJxM8P1ieVkAkcBmq8u7VIcAoEC6zk2ZeqM2XxXtw/KRa7fJSDShOhQr6Fquw0L18Q9b/QFndL7hCNhIdVvgp2z1SdA/u2ckKkv3tsj+Zueri/rZTtp83rmpn5sJfbBEKi2pFOcSQP5MqOum0HSFFytvww1WKAQ0o3MD7maCNYi2SOdj5ZeytiHPkny86jDQ7zDT+qruwPdpylOqALzRNxZTHQKgtaD6soV01ZYfaPUsDhF/f/O2ul454OJmqd+87CNfsaZa+sfj3m0wT2EcfyEzxoAo1OOl7a6/M5n076lgyjT8UiQ8Nhk2utQnA+Nx+dgNO2TgeB/ypq++Qz799ld4vh8SsoPTMxqVl5x1muowAjcRTwa2r+8+dCCwfWXFZQUgxOg7A3phhULAQrpMXDiV6caUab8hKL99qlJqukZ93w+Hf6ZCky9tOJ7cQAb8ZUM9AcAu8URKnjzUoToMR+7d2ST/ee9euXFzvepQfFFc3686BGRBNxk20m2lpb/ub5OfLDvk2/bz6YuffIh4gI65PL9MP6xeXJuU1fw4PWq6XAd3bm88kUwoIvKjpaUn/qxZFZ/TtetreWBRRG7fGs7Xw965PZy/G9CSLo2c4TiKORjWTzGRbuN96I2EQsAhc+pW/7oiQU44mXO83Stk1fzSliHP4sjG4sOvBMfTOVXXftgGcX4/Qc4T6s9i+XjAH1xa/qvr9v8hFq9c/nSV6hB8YfOYSJWiIn3qj+6RqOoQQonryky1BrVJ8JN5F7B5Eftnx5HeE3/WpS12w7SQN1W7ezOJn/P+8URKttT2SFXHSF7fv2lzvXzhtl2hv/ndP/5sUqWu5ZH5QPVKGvrl4zfskE/euEN1KCIicsUz1fLblRXSOczYxwohrYf/+Ey16hB8EVR/7Gj/eDA7AuALXnmMULNzeBPODh3CK4hOrxe7MHGy1GvL9nr72kQdMXGGkzmd8Kb1BoJDTR2svrGYvOjMUz3dZkjnsOGASUXj1q0NqkPAScI2ZkunC/vNNtXFfj8ENByZ9HX7gAn+4569csXn3ypfffc5qkNBFl7X7am0yJfuKJFDrUMFbae5f0J21vfJ+17/Ym8C85hFTSIMlkql5aePlkr3iD4ret5xfIXJZyq6FEcC5G9oYlK6hqPysud689r5MLUZ16yrlZu32Pk2ESAsWKEQgGPrKrtlMplSHQZgJJtutuQjlkhqvXpQyE9P4FRdD7zaKVzClhQQNiORRF7fW1PeeWJCG4WZqsvT6bQsKW6S/3lwf8bP3TYtaYrr0mwmnL+w97lFRJr6xuVTN+2QO7aRsAj4yU2deMPGI/4FkgVVIjJR+SDkrx4vV7bvoJjwoGmm+ivfuHPVhZtregpOJpzSMRTxZDuArao6R7RKJpyud1TPuGAnP+YFDhwdVLZvk5FMCJiPhEIAruys73P0OTeTEJn6VybcrMIxYeggF1oeKc4iR7rHVIeAAJG4B/gv7NfZg7uPuv5OKpWWy1ZV+hCN3qo683u1mFOryzvlslVVsq4y82vVttb2+Lp/QDUd+/oV7SNyxZqagrfj96ptusl3bBvuFtkOfhf1vc0D/u7AciGrikLB5rnErOXV5h8+h+mvui6Uzofv+g1qEsd1E/Z5CtWSKY6/W5RZAACyI6EQgCu/e0qfm7BMKPrD6es5w8SEp4udGIkm5K2/XSdfvH2X6lCgWFgnS4K+ljuGIrLjiNNEfAB+6xiOaPu0vo6c9rV/+Eipv4FkYMI4gC61ntJpERbdd26usaEt4yNgCmXaG/cVN6sOAfCN066dCbVJU9+46hDyonP3+t7iJtUhWEHnc+ynZCo9s98d1gMB/ZkwGXOcbfc/wjTHZNu5A0xHQiEAXwyMx0lMQyCCKGZlbUP+7yQgo7GE7Gt2tjw7gPzV94zJx67frjqM0DJnegtBmmfQxKetGB644/ZwcXxz39/4xn17ZWN15tU0gbDJVmWEbXVK6O3Z9o1yCf2ZUH2ORhOz/lu+N+/pfwbHgKKFAly5tvDVxYEg7arvk0/ftFO+ePsuqerw980YCBf6Fs5wmBAUEgoBh65eVysNvf6/stOLzHsdBpfxZEq+88ABmfRx+Qc6FYUh4dO5O7Y3yqP7WvL+vgmTiUCQwnBNXLW2RkYyTNIDUCcMdQ8QdrmGOJXc6Ag900fB2+t6JTqZVB2GdUzsI5helgGvtQ1OqA7huCwVSoCVjZ91RDKVlr1NA1LfM5rzs2sruzzbL1PZsNkd2xolNfXKYgP7JQiXRDIlP3jkoJS3D8u+5kH5+fLDqkOynonjFQB2WKA6AMAkP3v0kDz1w/f6vp8j3aOy4mC7vPbFZ/i+Lz9trO6WzTU98i9veVnWz5HYBhP8ckW5fPld56gOw3qm1wamDOzqe/xPkA+79VWsfgTohhUK3cn1+keVryAxYfigorhRxBEUypo6X793r7zxZWfJyh+e7+t+wjZPQ5GGDZxetzq8Rs6PduT6jUe83+g0TqvFMLSR37hvr+w40ifzikSed/rCrJ/1sjnRoezqIgzlLIyS6bTMo1cCA+xuHJDBickTf6/sGOGhJwCwFAmFgAtlbcMyEU/I6Qv9u3T6x+LyrSX7JDqZ38p+us353rT5SM6EQqAQTKAA7tV1q00o1K2tAhAO+nUZ9K0Me0dj8u3796kOA3CtqIh+BrLTry1wr6ZrVFaWdqgOwyrMK8AvReJtj8+W15H70VYvP9Dm/UbzYPoZclLEdhzpExGRVFpkYDzuc0TIRHV/168HD/z+XQwTAG/EkyQPwj/U1YBeeOUx4FLK55bstq0NeScTAm7YMgnpxu7GfrloRZmSfdMJ1lshE1ZOXvHiRkX7sKfbU0HnVa0AhFcY+z75un1bg3QOR1WHARiBXo1b9h0xFav5rS7vDHyfNlu2r1V2N/a7+s70Mc9EPCH7mga9DguYxYv6Jtd4HT5SnQVmOA5fYYLor5hwjlaXdcrX7tmjOgxfMOUBv1HEcuM6LFzYVssHdEdCIaCZqs4R1SFkxY3YcHDTXzOlSDT1jctX79oty/a1qg7FMfrNZvjoX7bLgyXNIuLNoPp3qyo92ApMQ/sK+I/LzLl7djapDgHCJCpgClOvVOqYZ41GE/KVO3fL7dsaXH93aCIun7ppp7XJCQDM5HboQ5NgPxPOsd9j9qa+cfnBIwelsXfc3x3BV/1jMdUhhJYB1YgRGIdlx9EB9EJCIQDl6BwgCFetrTFi4gTeax+K+Lr9dFrkNyuPJQF6UcT2NbOyRRgxkQD4b552GYW6xWMO7U4lEDJcghAxIzHBrSvX1Lj+zgMlR0lMgK94+AxBsrFuB6Y8UdquOgR4wKQFI2APumMAwoqEQgDKpFJpKWnol/I281/vCf1Va776J/zz0eu25Xx9FQNCb5nySuNd9X3y4O6j0jPCaz1tY0YJRNCo6s30xdt3qQ4hL9yMVYPj7q25DqfJh9mP2E1tX75852759RPlMh5LqA7FaPcW67uqr6llE/mhDYTtKOKFCeL4FTq/Sj1WmLAcv6vX1Xq3sZAcM+hFl4dFijQdLegZFRBeC1QHAJhG94ZMk36IIz9eVipPl3WqDgMnCcvAE3ryY5W2iXhSLn6iXDZf+EHPt30yg6rgUNpZ3yfL9rWIiMjbXvm8E08mX7+hTjb/3wfluYtOURkeAJ/pt0Kh2YLqM7JyLwD448DRQTlwdFCes+gU+eXH3qg6HMBKTLFBFcre3B4/2CZ/2Vgnzz99oepQ8pbP0PbYnCtjYgD5M6UGMWWxA2TG2XOGe/kICisUAlCiqW+cZEJ44lDrkCzd2+L7a20LMTAel2SK3p1KvIJKL6oGO9vqeqWhd1waesdnvOakfzwu92m8sgiAY3Ye6StsA6bMfFqmoXdclhQ3SWWHd6uSM2mmBjm5mOJ1UXimvMvjLcKN27Y2zPpvuqyagcLY11ya94vos9iD5AQNeHRB/XJFmbQORKTMsLcmFdo2e1mCuRoAIH9+LKoBAH5hhULAMqb0Qyrasw/YmbyGiLPJibK2YSlrK5ezTpu7SUuL2jL1THlX6G+SheWSpu4yV3F9n/z0gvOU7Z+yA7d21g+oDiFwP19+WEp+9ZG8vjswHpemPpLLVblsVZWcMr9ITlswX3UogfGiWncztOsZjcr2ugKTboGQ+/b9+/P6Xiot8tf9rfLFfzjb44jU4SaXd3pGor5sl3MEmKd9yJ/6AO5MJsNZfw5HJuXgUX9Xf6dpUoupRcA/NtZvuj4sYeOxBkxGQiEAwAqj0YTqEOCB4cikkv0ySAFgmh8+Wq46hMB1Dud3A664vk++++ABGY3RV1BpMpmWySTnwA8NvWPyhdt2yeCEmn4U7MU9Sed+vrxM3nHO8wPbnw43jHW9ARWY4+cg11jynp2shF4oHco7EJ1MFbyNvrGYB5GEV8hbHXmitF2u+9Lb834g9WPX76AMAvCNTvdXovHC22wAwDG88hjQjG2TZPl2InnSWi035dCEU2XZZWWkvrG4o8/xZmgAgNf+/e49miYT0ujBG9esqw0kmdBpv39g3Fm/D+bKd95i1eEOWbq31dtgNPLntTWqQ4CG7tje6Mt2w9mLYHYnm3CWiWDtONKrOoRQM2EO2m9banvy/q4JyYSmP6yQZGIbIVGkeZ/s7Zevl0tXVqoOAwCsQEIhoBm9u2HBOdji7/L7CB+uLbX+8969qkNAgHSfVFAtxQQjXOLGCTCTCQ9hXbqyUn67siKQfa2p6ApkP0598sYdEp1Mqg4jMAYURy0cODooP1paqjoMX5lwox5IpdKy8lC7PLT7qEzEdXzgAn5Jp4+d+5s2H1EdirEufiJ8q8RDL//72GHVIYiISE3naB7fyt1r3nmkL4/t6oMHq2C7qbkYE5J/2wYjSvbr1xyuH9vlHo7Zpq5DFmiC33jlMUJNx6ayqKiIu8Yi8ky5XjfFnFh5qF0+/bZXyLx5OpYsdyiCOBllAl7SsTwFGdPlT1cFt7MQY1IE8JeGVbl27i85qjoEJTqHo7J0b4t88/zXqA4FGvnNk8Ek2IaF133Xgy2D8mRpu7z+pWfJv7/7HG83Dl/kuwrS71ZVnmifHtvfKit/cH7er89E8Aq59O/c3ihXrGEl1UK0DuROTtClj+z2qtYl7my4YS4ydHxVctXzHX/ZWCc/ueD1nm932T6zV7I2IckKKES2atj27uT031faMigrDrbJuS8+U11AABAQEgoBl/zuFFne57LaT5YdksOtw3Lpp9+sOhQAGfzg4YNy9RffpjoMCBNsS3Y1qw4BAIwWlnuJJv/OPY0DoUkoNPg05TTXb8sn+aiuO5+VbMxi8jX7xdtLTiSoxUK0wqjJ8l0Jdnqye1nbsBxsGZR3vuoFXoUFnzX2juf9XZ2SCcM+JxCEfI+w7QkhQXv1RatVh6ARrnsA5usYisgXby+RBG8ggmKqHy5AePDKY8BCfg78vdq0F10tHSef7i1uUh2CVegOwUuryztlfWW36jBCQcf6GQAABCcsfYF0Oi21XfYnysEZk0v99NXu/rC62tF3TE6gxLMaCkhQCwpl7Zile1uy/jurt6EQvAId8ECB1XCh90JILnGPlhNuXb+xLmsyIYn5MAF1H9xghUJAM4V2NsLUCFy/8YjqEAJRXN8n//vYIZmIBbNKgNsyZEIHOUzXBbL76aOHVIcAYYILcMuEthYApgtLTsPFT1TkTPAAYKmQ1HPQx68eL1cdAixWXN8vInr34TQODRCRwsvo1PfznTcNy0NdgEo1PFAITVDnIyisUIhQs/Hm7OaaHkkkaUTysfNIn+oQMvrdqkrpHonJaIwnRQHALzb2CcKM0wkA6o1EJ2VTdbc09I6pDsU3YU0mzKedDcUsRYBZGPRdoXPSDxCE7pGolLYMSizBa9q9kkimVIcAh0gisBvnF7piDOKNfK5wP449dQ0AJ1ihEKGm4+RbUVGRFDrV3j8e9yaYkLn0qQrZfOEHVYcxS123vTfgctHwEgWyYlBtLh37BADsRp8dphlwUWaHI5PyiRt2SNtgRBbO51lW29BtAsSeJ1i4oGGgkoZ++a/798l4PClvecVzZPl3/1l1SFbQvTpg3ga6o4wCAADbkFAIaMaW+cgpQxOT8sfVVTKZTMv3P/Q6eclZp6kOaU6NveOqQ4BPik78D+AvJo4AAE7dv6tZdQgFSSts9MKTwK9Xx+Lny8scf3ZP08CJP8dZ7QYa8bPu0uuKhe3C0xbCSgVWmL9+slzG48dWJqzsGJEVB9s8CAq6o50FAH1xX8Q5Xbrx+b5eHUC4kFAIaMa2CcH2oYjctaNJRER2N/bL2p++X3FEAPLB8udwI9dglPI0m2XNPzzGpJydwrwKdaG4JgC16LdAhMSOKaoS7J3sdiKelO8+eEA2VHfLO895vtzy738/+0Nc0NYI0zV58kPhj+xpURQJoAZJIHpivhNhQR0EmI0rGG7w3hmEmm3Je4Eo4JjVdI1KXfeod7EAgGZoVwAAAIDZVK5qGpQQ/EQYZl1ll6yt7JJkKi17mwdk6V6SrqCHpj773hIzEp2UjqGINm1BPu2uLrHPJQx9CZhNdRElyQsAwmOqzVHd9sB+rFAIuDS9U97sw+THPN2zUQpsmEYik97EAbik+ZWVEf1AmOKztxTL/y0+T973+hc7+jyDHABh9qOlpfKDD71OdRgAEEoD43Hftp2ikxsq8YT+r3M/edW26zbUzf4QxRYKXL/xiOoQPLWrvk+++9ABGYkm5I0vO0t1OIAydIUAu5G06g2qSgAmYYVCoAB3bG/0fJt0x6AD25bnt+vXqLG9ro8ngTGnw61D8v2HDkp0Mil3bGuQvc0DqkNyTYfSXd/DKr5AGKw63CFfuXO36jAAIH8GT1z0jMZUhwCLdAxFpEj3B4MBDZU09qsOwVO/WVkhI9GEiBx7Q48O8qmbTKrOukeiqkOAawYVsDwVOrfI1Dt0N3Xf0Lb7h4CJTOq3wWwkFAIu+d1RYiISqrlNGmOgGw7ffeiA/OrxctVh+Mejchzmp/RGYwm5am2tXLGmRnUoxvrj6mrVIViDpgm6G5pg1e5CXPJkhXzlzhJpG5xQHYqv0mmRI9163JQGChWGuY4gx8aHWoeC2xnmdOOmI8oevPNsRUwDLs2JeFKa+8ZlMqn/qpB+CEH1abyGXvte4ay7b963T3UIgG/CPL8cNBZQ8A79FQCwEwmFAADAkWX7WmWYBAhkcW9xk+oQ8qbDnMeOI32qQwAAx1RPu+9uHLDudXkna+obl0/fvFN1GAA05HdiupM6nhuwx1YdVuVgy5CyfQdtW12vfPCarfL5W3epDkVrXJIoVDptRkLI0f5xqeocUR0GAABG+8WKMtUhoAD0/REUYxMKe3p65Omnn5ZLL71UPv7xj8uLXvQiKSoqkqKiIvnGN76hOjxYzO+ngwwYs5/QOjAhn7xxh+owkCeTylqhwvRb/dY7xitFUDhdxzo9o1F5aPdR2dVAYh8AmGD5gTbVIfjqz2trJDoZztWYoLd85kVIPgM0ZdClGZlMqg4BgEJTXYnR46+XDjNdEz+zv93LoAYnT/R3AQAmoLWCGwtUB5Cvl770papDAMJp2mD1np1NUtnh7mlAXQe70FPYx+CJFDeQgaCMRhPyiRt2SN9YXERErvrC2xRHBAAIO16fB5gl5MNXABrrHuHhUDij81xs9mQ1BO3qdTWz/tv6qm4FkdiHsg5dZXuwLBqSBz9UtZM6t88A7GbsCoXTnXPOObJ48WLVYQDeMCjhbsmuZtUhwCduVpzwM0n0UOug1PeMerKtIgOzWb90e4mkUowUgCDUdo+eSCYUEfnFcpb8BwAA4VXZMSxXPFNd8HbWVnTKn56pljAMa2xalca80TOAbD5+A2+YCRub2qSTGTjFa6VbtjTM+m8WFztHwv77EW5/d/kG1SEAAHxg7AqFl156qbzrXe+Sd73rXfLSl75Umpub5TWveY3qsICCMR5GUEwY3/5yRbkUFYlc9um3yH/+86tVhxO45v4JWXm4XT73jleqDgUOqZrU3FLbI89bdIq845znqwkAAAAA1ugcjsjnbtkl8WTmFdOd9nmfKe+U7z980MPIAL2kxYy5layYiLRGthWtBsbjc/4bMOX+Xc3SMxpTHcacSNYC4LUnD3XIbz/9FtVhGMfNgiS2IakdQNgYu0Lh7373O/nUpz7Fq49hHRNXUcuHzU9JwlvptMhvn6osbBsexaLCigPtqkMIhcGJuHQNm/sKoG/et08+d+suuWPb7KeDdRSOlg6qhaRLBQCA527YeGTOZEI3fvgIyYQ2M3mcjWk4kQCO+6MHKxMDgGmuXl+rOgQYgGlm6IZhHIJi7AqFgK24+Q3T7DjSF8h+YolkIPvJpago2Cdik2F4N5gGPnjNVtUheOKKNTXyPx94neowkI8iBoEAzMLzQYC9DrUOebKdsA1lqBfDiWk8wJ1H9rSoDgGGmmpmw7wyFvRWaF8w20qz8A/tknPcvwb0crh1SDqHI6rDgOVIKARcmt6pD2PnKYQ/OXQ6hqJS2TGsOoxZ/t9tuwr6vqllN8VdKaOYWs6CRqkGAADQV03XqOoQjMRNYADI7eInylWHEApheQsSYCOSZqErblWpU9LYL0uKm1SHAY30jsbks7cUqw4DIUBCIVAAOk/2qeoYUR2Cch+4ZouWZbuiPZznRrdToWPZ0AmHxyEOFAAAAADDWXG734ofAQDQn/0NjuqHS8gjBvyn8v7YZauq1O0cQGiRUDiHtra2rP/e2dl54s+RSEQiEZYTNU00Gs3re5FIVIqS80VEJJlIeBnSMZonWaTT6YLKeywWl0gkIpPxuIdReae0ubfgbZhSH8x1DdiYMJZOpTxZ6S8SiQR+jSaTSa3KVDQWk0iE7kMmkUhEEgW0C16d50gkov3KlslU/q8w1+l6mK7QuNKptPZ9AJMkEglJpVKqw/BMfHJSdQja0LUOCKNYLKbF+dAhBpXC/vuhRmLSh7kQCyQtesdzruFEJBKRSNTO/ombejUt5s+hTMbjtCWaczoX6+d5nJycVFJOnO6zqjO4h5B1v16m4ss0HtY99lzi8WPlMB6PqQ5FqUgkIrGYeccgldJrjtsPkWhUIpF5eX8/GolKasE8SSTy62NFDSwX0NNc1+pk4lg9HMayFj/eZ84135xMOpiPNnz8ALO5ydGwvd22jV/ni4yAOZx99tmOP7t9+3Z50Yte5GM08EuRzHf9nU2bNsmpx7/W1jZPRPIfIGQyORkXnZ/WGhsbl/Xr1x//m/sqZO/ePdJbLVLWVySSx/H3W0VlpRQa17Hjo3/1un37djEhTi8MDg7K+KRIodfWsXM7v+DtuDEwOKRVmdpVXCyNp4voEo9OVj6zXh7an3/5KKRuPXk7DSOFb8dPQ4NDovo4ee3ZuKa4i298fPz4zUh9+wAmaWxolOHhIrHleNbV1YqO/SYVdK0DwmiqX6/6XOjUT1Ih7L8fajQ1N4nXcyE2GBsbE1v6HsduZM/9W9avXy8TCREb6x839WoikZB0kYjJ572islLO7K04/jf7zqcNIpGIo3K5ceOmnJ/JV21trawfrTn+t+DKyexx9hR1ZTVzTPpcO1PxjY/Pnp8yfSxVd6RO1k/USvu4iKm/wQvr16+X2mE9761k09PTY/3YZeeOnVK7yMknMx+DjRs3yoJ5Ik1H87vvuLukZM5tA27Mda021NfL+tgRqRw0rw4q1KHDh0Xa0jIykv3+T29vj+S6fhPJRNZtAH5av369VPY4u4bn7otDR319fb5sl54FoBnbuxAl3fNkTatIb9T2Xwp4w/TVDsLk+or5kkzrUbctbwrXgB4AAAAAAMBvsaScWGwAaugx8wa3huNFxxMh7cU0PmzHa7UBIHxIKJxDa2tr1n/v7OyUd7/73SIi8v73v19e+cpXBhEWPBSNRuW68mLX3/vIRz4ipy88NmtQvKpGpKfD07hOPXWhjOW5pHkQzjjjDFm8+J+O/aVks+vv7+nVexWDv33LW0QaanJ/MIuis98hUlLuUUT++cD73y9ycJfqMALxvOc/X9ITkyKR8YK2s3jxYinavTnQJL/nPPe5snjxP+R1vfnh/PPPl9e9+Axt4tFJV6SwEfXixYuP/aHAY7t48WK5orJYRPR99cDznv88kdHhvL7r1XHy2om4priM74wzzpD+WIQsYo+89nWvlbYj/SLjo6pD8cR5571B5Gi96jC0oGsdEEbvfvc/yjvOfq7yc7F48WLlMagU9t8PNV77mteItB9VHYZ25i08TSSibx/cjVNOOUUiyblfbb148WIZiU6K7NsRYFTBcFOvxlNFcuqCeSLi4NVmmnrLW94ii9/ximN/oT3R0umLFsnixf+c8/xccMFHRPZs8yWGN7zhDbL4Pecc+0uA5WTWOHuKwrJ6TfXpcttX3y5vfvlZWsRzso9+9KNSVFQkNxzZLRKZmPFvpo+lXn/u62Xx+14ttd1jImV7VYejzOLFi+WsxgGRqkOqQ3GldbxIbq2yOxv3ve99r7z6hafn/uAc1+AFF1wgCxfMk7IN9SIdLa73/0//9E8i5ftdfw842Vz94de97lxZ/IHXyMK6PpGaMgWRqfP2t79dFr/5JXLX0X3SmmW++cUvfonIYPZVwubPny+S49XJgF8WL14sY6UdjnIh5uyLQ0ttbW2+bJeEwjm4SRBctGiRLFrkaB1rWGDRotNk0cJjl878Bd5fQkW6P+JRVGR1eT9l4cKCt/Hjx/RPJhQROe2001SHEJh58+bJ/HmFX1uLFi0K/EnDIs2uudNOO1WreGzi1XFdtGiR9m3JvHn5J5frWv4KjatoXtGxx+zJJ/TEKQsWFFTOdHPKKQzbpuhaB4TRqacu1OJ86BCDSmH//VCDdimzzmE7kgmdWLRokcQtnVZ2W6/GEmbfDFy4UI/2HHMrmudsXui00/w7j6eccoqScqJj2ewZjcv1W5rkwW//o+pQMrpvT4f84EPnZpwX0vF4urHgeDk89VR9F2MIwrFjcKrqMJDBqacWNm9+2qLT5NQF82VBnn3tU08Nz/0e+GuucnzKiXq48PuoppnqM+eab54/38l8tN73bmC3RYsWOc6FML3vGDZ+nS977rIBecinyQ77wkEJnpoAApUWkc7hiOowAMA4mufVulLaMqQ6BAAAgJlCPj9mDc4j4NqOI9lXHlLp6nW1c/5b72hMbt/WEGA0/rBprJ8vDoGduPUGUxSFsBby8hfTjgEwCQmFAABoLJVOy707m1SHAXgqjJMOQCHWVHSpDgEAAACAAolk+tgrxoECfeqmHXLlmtyvt9NVOuwrPUzTPsTD5zb6xn17JZ1O5z1vSpIS4L/cTVHuC5HmDIBJ7Hw3BRAQOugWoiNnLVMTmFIpkbt26JNQyGAHXkhT2QIAABjL1LEVAJioczgqb7tsveowYIHukZjqEDwR9n7IZU9VypJdzarDQAaFznbuaRqQNRVdsqa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//3ds3749InacaO2IvitA95Vi/zRXsQDky4UXXhhf//rXI2JH8ctXvvKVDl/f0ThEdXV1fP3rX49p06ZFRMSPfvSjWLt2bYvXpC3XA/RWqR3/y69AGikopCz07du3+feuTP370ksvRUTXpiYGKBZr1qyJlStXxjPPPBOVlZVx+eWXx7Jly3rd7hlnnNF84Pbb3/621fOv5ODu5N+IljlYHgeKycSJE+PAAw+MiIj7778/Hn300ebnupPP2suJ+WhHbgXS6jvf+U5E7LgC/7jjjut1e/quAC2VYv80V7EA5MPFF18cH/jAByIiYvr06fGzn/2sxe0re6Kqqire9KY3NT/etZ+btlwPUAjFdPwvvwJppKCQslBXVxeDBg2KiB23S+rIM88807wjHjNmTN5jAyiERx99NA444IB49NFHI5PJxDe+8Y044ogjctL20KFDm3Psrle/RkSMHj06InYc5Dz77LMdtvXwww9HRMSQIUNaTNsujwPFZubMmc2/75wbX8mJEZ3ns1dyYkTrfNaTdjKZTIv/27mdztrYuR25FSiU2267Le66666I2DG7wIABA3rdpr4rQEul2D8dNWpUt2Npqx2AXPve974X55xzTkREjBs3Ln71q1/F4MGDc9J2e+MQEbnLi7naZwAUQjEd/8uvQBopKKRsvHIwdf/998fWrVvbfd0//vGP5t9nzJiR97gA8u3JJ5+MAw88MP75z39GxI7bb5544ok5XUZHU8vvPJi1c47d1datW+OBBx6IiLbzrzwOFJP28mJXc+Kuz++az3rSzpgxY1rNevBKO88991w89thj7baxbt26eP7559uMBSBfvv3tbzf/3tntjrtD3xXgVaXYP+3bt2/zydXevCeAXLrqqqvixBNPjO3bt8eIESPiN7/5Taui6t7oqI+bq7yYq30GQKEUy/H/1KlTo7KystNYOmsHIJcUFFI29tlnn4jYcZXB7bff3u7rdp7yeMmSJXmPCyCfnnvuuTjooIOaZ3b59Kc/HW9+85tzuoz169fHk08+GRERI0eObPX8K/k3ou1p5V9x2223NV+d1Vb+lceBYvJK3o1omRsnTJjQ/LijnBgRccMNN0TEjpkExo8f3+K5rubWxx57LO69996I6Di3dtaO3AoU2pYtW+Lyyy+PiB0zABx88ME5aVffFaClUu2fvtLOPffc02FhojwMFMJvfvObOPbYY2Pr1q0xaNCg+NWvfhWTJk3K6TLaG4d4RS7yYq72GQCFUEzH/zU1NbF48eKIiLj55ptj8+bNnbZTW1sbixYtavd1AL2loJCy8drXvrb598suu6zN12zfvr15BoSmpqZYsWJFIUIDyIuXX345Dj300LjjjjsiIuKDH/xgvPe97835cr72ta9FNpuNiIh999231fPLly+P/v37R0TEt771rebX7uqb3/xm8++rV69u9bw8DhSLNWvWxK9+9auIiJg0aVKLWwtlMpnmW87/4x//iD/84Q9ttvGHP/yh+WrTI444otXVtFOnTm2+AvX73/9+vPzyy22201luPfzww6OiYsdhYXu5ded2Kioq4vDDD2/3dQC58vOf/zzWr18fERGve93roqqqKift6rsCtFSq/dOd8/DOy9zZyy+/HN///vcjYsfMMlOnTm13eQA9ddNNN8URRxwRmzZtiv79+8cvf/nLmDVrVk6XsXXr1vjGN77R/HjZsmWtXpOLvJirfQZAIRTb8f8r7Tz//PNx5ZVXttnOI488Er/+9a8jImL//fePvn37tvk6gJzIQhlZunRpNiKyVVVV2ZtuuqnV8xdddFE2IrIRkf3IRz5S+AABcmTTpk3ZlStXNue0c889t9ttrFmzJnvHHXd0+Jqrr746W1NTk42IbH19ffaRRx5p83Uf/vCHm2O56KKLWj1/0003ZauqqrIRkd13333bXZ48DiTtqquuym7ZsqXd5x977LHsggULmnPR5z73uVavueeee7KVlZXZiMguWrQo+/LLL7d4/uWXX84uWrSoOd/de++9bS7r0ksvbV7Om9/85lbP33///dl+/fplIyI7efLkduN+4xvf2NzOD37wg1bPf//7329+/qSTTmr3vQPk0lFHHdWce26//fZOX6/vCrDDmjVrut13K8X+6ebNm7MTJ07MRkS2X79+2fvvv7/Va84555zmdi677LI22wF4RU/y65133pltamrKRkS2oaEh+/vf/77by/3f//3f7DPPPNPu85s3b86edNJJzbGtWrWq3dflIi/map8B8Iru5tdSPf5/6qmnsv37989GRHbcuHHZJ598ssXzW7duza5ataq5neuuu67deAByIZPNtlNqDSXozjvvjCVLlsSGDRuisbExPvCBD8SKFStiw4YNcfnll8fXvva1iNhxRe1tt92mqh8oWkcddVTzFUz77bdffPGLX+zwStCamppWV5xef/31sWLFithrr71i1apVMW/evBg6dGhERPzzn/+MK664Iq644ormq7a+8pWvxDnnnNNm+y+88EIsWrSo+bZGZ5xxRhx//PFRX18f1113XXzqU5+KF198Merr6+Omm26K+fPnt9mOPA4kbfz48bFly5Y46qijYq+99orx48dHfX19PPnkk3H99dfHxRdf3HwrjX322Sd+/etfR21tbat23v/+98enP/3piIhYsGBBvPe9741JkybFAw88EJ/5zGfizjvvbH7dpz71qTZj2bZtW+y7775x4403RsSO3H/66afHgAED4tZbb42Pf/zj8cQTT0RFRUX89Kc/bfd2oQ8//HAsXLgw1q9fH1VVVfGud70rDjvssIiI+OlPfxqf+9znYuvWrTFkyJC44447YvTo0b37EAE68cwzz8SIESNi06ZNMXv27PjrX//a6f/ouwLl6ve//33cf//9zY+ffPLJeM973hMRO26ldtppp7V4/cknn9xmO6XYP/3Zz34Wq1atiu3bt8ewYcPiQx/6UCxevDieeeaZuOSSS+KHP/xhROzot19//fVRWVnZZjtAeeptfn3ggQdi7733jieeeCIiIr7whS/EAQcc0OEyhw4d2tyH3bndH/7wh3H44YfH8uXLY9q0adGvX7948cUX4/bbb4+vfe1rzbc7Hjp0aPzhD3+ICRMmtNl+rvJiLvYZQPnqbX4t5eP/iy++OM4666yI2HHnmw9+8IMxZ86cePTRR+OLX/xiXHfddRERccIJJ8R3v/vdNtsAyJlEyxkhAVdddVXzlbBt/UydOjV73333JR0mQK+0l+Pa+xk3blyrNq677rou/W+fPn2yF198cacx3XfffdkpU6a0206/fv2yV199daftyONAksaNG9el3HjUUUd1OIPAtm3bsqeeemqHbbzpTW/Kbtu2rcN41q9fn919993bbaO2tjZ7ySWXdPq+/vCHP2SHDx/ebjvDhw/P/uEPf+juxwXQI1/96lc7nCGgLfquQLnaeVaqrvy0p1T7p1/72teaZ6dp62fx4sXZ9evXd9oOUH56m18vu+yybv1/RNuzVnU1jjlz5mT//ve/d/q+cpEXc7XPAMpTb/NrqR//n3/++dlMJtNuO4ccckh2w4YNnbYD0FtmKKQsPfTQQ/GlL30prrnmmnjkkUeipqYmJk+eHMccc0y85S1viT59+iQdIkCvdDQbYVvGjRsXDz74YIu/vfDCC3HVVVfFzTffHLfddlusW7cunnzyydi6dWsMGDAgZs2aFfvvv3+cdtppra6c/f/t3CFLJHEcx+Evp2DQICgIC4sYxWDRoEabRQSLGHRBMK7vQN+CwhYtWiwWk2AwLMJusIpbxGAQxMEgbBHDtYM7EPfYA+H2eeIw85tJ/5lhPsxn2u12arVazs7Ocn9/n/f395TL5SwtLaVarWZ8fLyjOdZx4LvU6/XU6/U0m808PDykKIq8vb1laGgo5XI58/Pz2djYyNzcXEfzLi4ucnh4mJubmxRFkdHR0czOzmZ7e/vTP7b86ePjI0dHRzk9PU2r1Uq73U6pVMri4mKq1WqmpqY6mlMURfb393N+fv7rnjAxMZHl5eXs7OxkZGSkozkA3VpYWEij0UhfX18eHx9TKpW+PMazK9CrNjc3c3Jy0vH+X30O+B+fT29vb3NwcJCrq6s8PT1lcHAwk5OTWV9fz9bWVvr7+zuaA/SWbtfX4+PjVCqVvzrn7u5u9vb2ftvWarVyeXmZZrOZu7u7vLy85PX1NQMDAxkbG8vMzExWV1ezsrLS8Z9W/9W6+C/uGUDv6XZ97YX3/0ajkVqtluvr6zw/P2d4eDjT09OpVCpZW1vraAZAtwSFAAAAAAAAAAAAQH589wUAAAAAAAAAAAAA309QCAAAAAAAAAAAAAgKAQAAAAAAAAAAAEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAEEEhAAAAAAAAAAAAkOQnaIvHpiuh+1YAAAAASUVORK5CYII=", + "text/plain": [ + "
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err\t=\t0.000000009582889\n", + "min err\t=\t0.000000000000145\n", + "\n", + "====================================================================================================\n", + "err sub\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " -75.0251141351 | -75.0251141352 | -0.0000000001\n", + " 475.6967260490 | 475.6967260490 | 0.0000000000\n", + " -198.1668847631 | -198.1668847632 | -0.0000000001\n", + " -203.3626698077 | -203.3626698077 | 0.0000000000\n", + " 71.5659636265 | 71.5659636265 | -0.0000000000\n", + " 15.1002735356 | 15.1002735356 | 0.0000000000\n", + " -28.1487513279 | -28.1487513280 | -0.0000000001\n", + " -31.1758419848 | -31.1758419848 | -0.0000000000\n", + " 36.3667885051 | 36.3667885051 | -0.0000000000\n", + " -277.6695086145 | -277.6695086144 | 0.0000000001\n", + "============================================================\n", + "mean\t=\t-0.000000000001312-0.000000000000488j\n", + "std\t=\t0.000000000134169\n", + "max err\t=\t0.000000009328898\n", + "min err\t=\t0.000000000001365\n" + ] + } + ], + "source": [ + "print(\"err add\")\n", + "check_errors(c_add, m_add)\n", + "print()\n", + "print(\"=\"*100)\n", + "print(\"err sub\")\n", + "check_errors(c_sub, m_sub)" + ] + }, + { + "cell_type": "markdown", + "id": "d5231b63-45e4-4c66-aadb-af4a95083237", + "metadata": {}, + "source": [ + "----\n", + "----\n", + "----\n", + "----" + ] + }, + { + "cell_type": "markdown", + "id": "b33b21a3-565f-4254-bb30-f4ee13e81603", + "metadata": {}, + "source": [ + "# 2. Multiplication" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "77bd7cbc-eedf-48f3-aa9a-34d21cc2a94a", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:48.324864Z", + "iopub.status.busy": "2023-11-14T04:22:48.324678Z", + "iopub.status.idle": "2023-11-14T04:22:48.460042Z", + "shell.execute_reply": "2023-11-14T04:22:48.459313Z", + "shell.execute_reply.started": "2023-11-14T04:22:48.324844Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-11-14 13:22:48.360191] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-14 13:22:48.360367] Requested devices for computation are [0].\n", + "[2023-11-14 13:22:48.361728] I have generated a partitioning scheme.\n", + "[2023-11-14 13:22:48.361742] I have in total 17 levels available.\n", + "[2023-11-14 13:22:48.361751] I have 17 ordinary primes.\n", + "[2023-11-14 13:22:48.361758] I have 2 special primes.\n", + "[2023-11-14 13:22:48.408903] I prepared ntt parameters.\n", + "[2023-11-14 13:22:48.408966] ntt initialization took 0.05 seconds.\n" + ] + } + ], + "source": [ + "# Mult 1 level.\n", + "\n", + "params = presets.params[\"silver\"]\n", + "engine = fhe.ckks_engine(verbose=True, **params)\n", + "\n", + "sk = engine.create_secret_key()\n", + "pk = engine.create_public_key(sk)\n", + "evk = engine.create_evk(sk)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "055493cb-fb2f-42e9-9183-80bb5e59f1d6", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:48.461334Z", + "iopub.status.busy": "2023-11-14T04:22:48.460945Z", + "iopub.status.idle": "2023-11-14T04:22:49.424737Z", + "shell.execute_reply": "2023-11-14T04:22:49.423801Z", + "shell.execute_reply.started": "2023-11-14T04:22:48.461313Z" + }, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + ">> At level : 0,\n", + " \t\tmult error was 5.02e-08+4.51e-08j\n", + ">> At level : 1,\n", + " \t\tmult error was 4.71e-08+4.82e-08j\n", + ">> At level : 2,\n", + " \t\tmult error was 5.44e-08+5.04e-08j\n", + ">> At level : 3,\n", + " \t\tmult error was 5.03e-08+5.75e-08j\n", + ">> At level : 4,\n", + " \t\tmult error was 5.12e-08+4.86e-08j\n", + ">> At level : 5,\n", + " \t\tmult error was 4.44e-08+6.85e-08j\n", + ">> At level : 6,\n", + " \t\tmult error was 4.71e-08+4.85e-08j\n", + ">> At level : 7,\n", + " \t\tmult error was 4.36e-08+5.05e-08j\n", + ">> At level : 8,\n", + " \t\tmult error was 5.91e-08+4.11e-08j\n", + ">> At level : 9,\n", + " \t\tmult error was 4.79e-08+6.87e-08j\n", + ">> At level : 10,\n", + " \t\tmult error was 5.01e-08+4.17e-08j\n", + ">> At level : 11,\n", + " \t\tmult error was 6.38e-08+4.79e-08j\n", + ">> At level : 12,\n", + " \t\tmult error was 4.29e-08+4.91e-08j\n", + ">> At level : 13,\n", + " \t\tmult error was 4.41e-08+4.51e-08j\n", + ">> At level : 14,\n", + " \t\tmult error was 4.08e-08+4.60e-08j\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " 0.3615631123 | 0.3615631146 | 0.0000000023\n", + " 0.0401292240 | 0.0401292265 | 0.0000000026\n", + " -0.4761906922 | -0.4761906963 | -0.0000000041\n", + " 0.1113483387 | 0.1113483367 | -0.0000000020\n", + " -0.2573162800 | -0.2573162745 | 0.0000000055\n", + " -0.0089579233 | -0.0089579279 | -0.0000000046\n", + " -0.1453701736 | -0.1453701719 | 0.0000000016\n", + " -0.3267470917 | -0.3267470858 | 0.0000000059\n", + " 0.7013455936 | 0.7013455929 | -0.0000000007\n", + " 0.1230115013 | 0.1230115067 | 0.0000000054\n", + "============================================================\n", + "mean\t=\t0.000000000082540-0.000000000005136j\n", + "std\t=\t0.000000008037649\n", + "max err\t=\t0.000000047208050\n", + "min err\t=\t0.000000000020288\n" + ] + } + ], + "source": [ + "\n", + "\n", + "_min, _max = -1, 1\n", + "\n", + "\n", + "for level in range(engine.num_levels-1):\n", + " a = engine.example(amin=_min, amax=_max)\n", + " b = engine.example(amin=_min, amax=_max)\n", + " \n", + " ct_a = engine.encorypt(a, pk, level)\n", + " ct_b = engine.encorypt(b, pk, level)\n", + "\n", + " # cipher text mult\n", + " ct_c = engine.cc_mult(ct_a, ct_b, evk)\n", + " c = a*b\n", + " m_c = engine.decrode(ct_c, sk)\n", + "\n", + " mult_err = absmax_error(m_c, c)\n", + " print(f\"\"\">> At level : {level:2d},\n", + " \\t\\tmult error was {mult_err:.2e}\"\"\")\n", + " \n", + " \n", + "check_errors(m_c, c)" + ] + }, + { + "cell_type": "markdown", + "id": "99cd417f-ac15-4f22-bbec-7e071651c9b3", + "metadata": {}, + "source": [ + "----\n", + "----\n", + "----\n", + "----" + ] + }, + { + "cell_type": "markdown", + "id": "df8ac2ae-0a22-4901-9bcc-f1cb55fa5a88", + "metadata": {}, + "source": [ + "## 3. Rotation" + ] + }, + { + "cell_type": "markdown", + "id": "2a857dc8-2167-4704-b62d-df9009baf4fa", + "metadata": {}, + "source": [ + "### 3.1 Galois" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8230e2a3-23a3-458a-bbf7-86e526f6cc0b", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:49.427119Z", + "iopub.status.busy": "2023-11-14T04:22:49.426840Z", + "iopub.status.idle": "2023-11-14T04:22:49.892400Z", + "shell.execute_reply": "2023-11-14T04:22:49.891571Z", + "shell.execute_reply.started": "2023-11-14T04:22:49.427099Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-11-14 13:22:49.461847] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-14 13:22:49.462034] Requested devices for computation are [0].\n", + "[2023-11-14 13:22:49.463539] I have generated a partitioning scheme.\n", + "[2023-11-14 13:22:49.463552] I have in total 17 levels available.\n", + "[2023-11-14 13:22:49.463561] I have 17 ordinary primes.\n", + "[2023-11-14 13:22:49.463568] I have 2 special primes.\n", + "[2023-11-14 13:22:49.497840] I prepared ntt parameters.\n", + "[2023-11-14 13:22:49.497905] ntt initialization took 0.04 seconds.\n" + ] + } + ], + "source": [ + "params = presets.params[\"silver\"]\n", + "engine = fhe.ckks_engine(verbose=True, **params)\n", + "\n", + "sk = engine.create_secret_key()\n", + "pk = engine.create_public_key(sk)\n", + "\n", + "gk = engine.create_galois_key(sk)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "36a4a357-c9b9-4093-8440-dc21bc6eee41", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:49.893449Z", + "iopub.status.busy": "2023-11-14T04:22:49.893274Z", + "iopub.status.idle": "2023-11-14T04:22:51.151767Z", + "shell.execute_reply": "2023-11-14T04:22:51.151097Z", + "shell.execute_reply.started": "2023-11-14T04:22:49.893430Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "At level 0, rotation error was 6.98e-10+5.79e-09j.\n", + "At level 1, rotation error was 8.15e-10+5.53e-09j.\n", + "At level 2, rotation error was 7.28e-10+5.47e-09j.\n", + "At level 3, rotation error was 8.15e-10+5.59e-09j.\n", + "At level 4, rotation error was 7.57e-10+5.56e-09j.\n", + "At level 5, rotation error was 6.98e-10+5.82e-09j.\n", + "At level 6, rotation error was 8.15e-10+5.68e-09j.\n", + "At level 7, rotation error was 6.98e-10+5.27e-09j.\n", + "At level 8, rotation error was 6.69e-10+5.59e-09j.\n", + "At level 9, rotation error was 6.18e-10+6.00e-09j.\n", + "At level 10, rotation error was 6.40e-10+5.12e-09j.\n", + "At level 11, rotation error was 8.73e-10+5.76e-09j.\n", + "At level 12, rotation error was 6.98e-10+5.68e-09j.\n", + "At level 13, rotation error was 6.98e-10+5.27e-09j.\n", + "At level 14, rotation error was 7.57e-10+5.21e-09j.\n" + ] + }, + { + "data": { + "image/png": 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rzc933sqiPbfcckusWbMmtm7dGi+//HL88Y9/jC9/+csxadKkuOyyy9r83KpVqyJix9VZ/fr1a3ceo0ePjoiItWvXtrg6Vx4HitEjjzwSjz76aGzcuDHefPPNWLlyZVx11VVx2GGHxdKlS5tvmbGrnTkxouN8tjMnRrTOZ91pJ51Ot/jcru101Mau7citQL5de+21zQUnp512WqRSqQ4/o+8K0Dnl2D9N6jsB5NqDDz4Yv/jFLyIiYtasWR0WFL744otxzz33xGuvvRabN2+O559/Pq6//vpYtmxZ7L333m0WlhQy12dqByBJ5bD/L78CxajtEmkoI2+88Ubz4169enU4fc+ePWP9+vXx5ptv5jIsgIL5xje+0Tx8+gknnNDuMOwTJkyIE044IebNm9e8o/LUU0/FtddeGz/96U9j06ZNcc4550QqlYr3v//9rT6/Mwd3Nv/u9Oabb0Z9fX2LNrrSjjwO5EqPHj3iuOOOi0WLFsW0adOiV69esXbt2rj11lvjO9/5Trz88svxs5/9LI4//vi4+eabo7a2tvmzXclnu+fEXSXdTldytNwK5FtXbnes7wrQNeXYP00qFoBc2rx5c5x11lnNI1J9+ctfbnPaqqqqWLRoURx99NGx1157xcCBA+ONN96I+++/Py677LJ49NFH45FHHolDDz007rnnnhgzZkyLzxdbrgdIQjnt/8uvQDFSUEhF2LRpU/Pjurq6Dqff2QnYuHFjzmICKJRbb701Pv3pT0dExJAhQ+Lb3/52m9MuXbo0li1b1moUmDlz5sTJJ58cN954Y5xwwgmxdevW+NjHPhbHHXdcq1sS7czBXcm/ES1zsDwOFJPnn38+41WrRxxxRHzoQx+Ko446Kh544IG49dZb49vf/nZ8+MMfbp6mK/msrZyYi3bkVqBYrVq1Km655ZaIiDjggANiypQpbU6r7wrQdeXYP00qFoBc+uAHPxj33ntvREQsW7YslixZ0ua01113XcbjEAcffHCcd955cfbZZ8cPfvCDePHFF+OjH/1oXHfddS2mK7ZcD5Ctctv/l1+BYuSWx1SEhoaG5sdbtmzpcPqdQxU3NjbmLCaAQnj44Ydj6dKl0dTUFA0NDXHNNdfEkCFD2py+b9++7d5S7thjj40LLrggIiI2bNgQ3/ve91pNszMHdyX/RrTMwfI4UEzauwXG0KFD46c//WnzqIT/8R//0eL9ruSztnJiLtqRW4Fi9d///d+xffv2iNhxorU9+q4AXVeO/dOkYgHIlYsvvji++93vRsSO4pdLL7203enbOw5RW1sb3/3ud2Pq1KkREfE///M/8fzzz7eYpthyPUC2ym3/X34FipGCQipC7969mx93Zujf9evXR0TnhiYGKBVPP/10LF68OF599dWorq6Oq6++OhYsWJB1u+9///ubd9xuvfXWVu/vzMFdyb8RLXOwPA6UkgkTJsQRRxwRERErV66M1atXN7/XlXzWVk7MRTtyK1Cs/uu//isidlyBf/LJJ2fdnr4rQEvl2D9NKhaAXLjsssvis5/9bERETJs2LX75y1+2uH1ld9TU1MT73ve+5ue793OLLdcD5EMp7f/Lr0AxUlBIRWhoaIiBAwdGxI7bJbXn1Vdfbd4Qjx49OuexAeTD6tWr4/DDD4/Vq1dHKpWK//zP/4zjjz8+kbaHDBnSnGN3v/o1ImLUqFERsWMn5+9//3u7bT333HMRETF48OAWw7bL40CpmTFjRvPjXXPjzpwY0XE+25kTI1rns+60k0qlWnxu13Y6amPXduRWIF/uvffeeOSRRyJix+gC/fv3z7pNfVeAlsqxfzpy5Mgux5KpHYCk/ehHP4rzzjsvIiLGjh0bN998cwwaNCiRtts6DhGRXF5MapsBkA+ltP8vvwLFSEEhFWPnztTKlSujqampzen++te/Nj+ePn16zuMCyLV169bFEUccEU899VRE7Lj95umnn57oPNobWn7Xg1m75tjdNTU1xZNPPhkRmfOvPA6UkrbyYmdz4u7v757PutPO6NGjW416sLOd1157LV544YU221izZk28/vrrGWMByJWrrrqq+XFHtzvuCn1XgLeUY/+0d+/ezSdXs/lOAEm6/vrr4/TTT4/t27fH8OHD43e/+12roupstNfHTSovJrXNAMiXUtn/nzJlSlRXV3cYS0ftACRJQSEV46CDDoqIHVcZ3HfffW1Ot+uQx/Pnz895XAC59Nprr8WRRx7ZPLLLV77ylfjABz6Q6DzWrl0b69ati4iIESNGtHp/Z/6NyDys/E733ntv89VZmfKvPA6Ukp15N6Jlbhw/fnzz8/ZyYkTEbbfdFhE7RhIYN25ci/c6m1tfeOGFePzxxyOi/dzaUTtyK5BvW7dujauvvjoidowAcNRRRyXSrr4rQEvl2j/d2c5jjz3WbmGiPAzkw+9+97s46aSToqmpKQYOHBg333xzTJw4MdF5tHUcYqck8mJS2wyAfCil/f+6urqYO3duRETcddddsWXLlg7bqa+vj9mzZ7c5HUC2FBRSMd7+9rc3P77yyiszTrN9+/bmERD69esXhx56aD5CA8iJDRs2xDHHHBP3339/REScf/758alPfSrx+Vx++eWRTqcjImLhwoWt3j/kkEOib9++ERHxgx/8oHna3X3/+99vfrx06dJW78vjQKl4+umn4+abb46IiIkTJ7a4tVAqlWq+5fxf//rXuPvuuzO2cffddzdfbXr88ce3upp2ypQpzVeg/uQnP4kNGzZkbKej3HrcccdFVdWO3cK2cuuu7VRVVcVxxx3X5nQASfnVr34Va9eujYiId73rXVFTU5NIu/quAC2Va/901zy86zx3tWHDhvjJT34SETtGlpkyZUqb8wPorjvvvDOOP/742Lx5c/Tt2zd+85vfxB577JHoPJqamuI///M/m58vWLCg1TRJ5MWkthkA+VBq+/8723n99dfjuuuuy9jOqlWr4re//W1ERCxatCh69+6dcTqARKShghx88MHpiEjX1NSk77zzzlbvX3LJJemISEdE+sILL8x/gAAJ2bx5c3rx4sXNOe0jH/lIl9t4+umn0/fff3+709xwww3purq6dESkGxsb06tWrco43ec///nmWC655JJW7995553pmpqadESkFy5c2Ob85HGg0K6//vr01q1b23z/hRdeSO+zzz7NuehrX/taq2kee+yxdHV1dToi0rNnz05v2LChxfsbNmxIz549uznfPf744xnn9b3vfa95Ph/4wAdavb9y5cp0nz590hGRnjRpUptxv+c972lu55prrmn1/k9+8pPm95ctW9bmdwdI0oknntice+67774Op9d3Bdjh6aef7nLfrRz7p1u2bElPmDAhHRHpPn36pFeuXNlqmvPOO6+5nSuvvDJjOwA7dSe/PvDAA+l+/fqlIyLds2fP9O23397l+f7+979Pv/rqq22+v2XLlvSyZcuaY1uyZEmb0yWRF5PaZgDs1NX8Wq77/y+//HK6b9++6YhIjx07Nr1u3boW7zc1NaWXLFnS3M6KFSvajAcgCal0uo1SayhDDzzwQMyfPz82btwYvXr1is9+9rNx6KGHxsaNG+Pqq6+Oyy+/PCJ2XFF77733quoHStaJJ57YfAXTYYcdFv/+7//e7pWgdXV1ra44veWWW+LQQw+NefPmxZIlS2KvvfaKIUOGRETEU089FT/96U/jpz/9afNVW5deemmcd955Gdt/4403Yvbs2c23NXr/+98fp5xySjQ2NsaKFSvioosuijfffDMaGxvjzjvvjL333jtjO/I4UGjjxo2LrVu3xoknnhjz5s2LcePGRWNjY6xbty5uueWWuOyyy5pvpXHQQQfFb3/726ivr2/Vzmc+85n4yle+EhER++yzT3zqU5+KiRMnxpNPPhn/9m//Fg888EDzdBdddFHGWLZt2xYLFy6MO+64IyJ25P6zzz47+vfvH/fcc0986UtfipdeeimqqqrixhtvbPN2oc8991zst99+sXbt2qipqYmPf/zjceyxx0ZExI033hhf+9rXoqmpKQYPHhz3339/jBo1KruFCNCBV199NYYPHx6bN2+OmTNnxl/+8pcOP6PvClSq22+/PVauXNn8fN26dfGJT3wiInbcSu2ss85qMf0ZZ5yRsZ1y7J/+8pe/jCVLlsT27dtj6NCh8bnPfS7mzp0br776alxxxRVx7bXXRsSOfvstt9wS1dXVGdsBKlO2+fXJJ5+MAw88MF566aWIiPjGN74Rhx9+eLvzHDJkSHMfdtd2r7322jjuuOPikEMOialTp0afPn3izTffjPvuuy8uv/zy5tsdDxkyJO6+++4YP358xvaTyotJbDOAypVtfi3n/f/LLrsszjnnnIjYceeb888/P2bNmhWrV6+Of//3f48VK1ZERMSpp54aP/zhDzO2AZCYgpYzQgFcf/31zVfCZvqbMmVK+oknnih0mABZaSvHtfU3duzYVm2sWLGiU5/t0aNH+rLLLuswpieeeCI9efLkNtvp06dP+oYbbuiwHXkcKKSxY8d2KjeeeOKJ7Y4gsG3btvR73/vedtt43/vel962bVu78axduzY9Z86cNtuor69PX3HFFR1+r7vvvjs9bNiwNtsZNmxY+u677+7q4gLolm9/+9vtjhCQib4rUKl2HZWqM39tKdf+6eWXX948Ok2mv7lz56bXrl3bYTtA5ck2v1555ZVd+nxE5lGrOhvHrFmz0g8//HCH3yuJvJjUNgOoTNnm13Lf/7/gggvSqVSqzXaOPvro9MaNGztsByBbRiikIj377LPxzW9+M37xi1/EqlWroq6uLiZNmhTvfOc744Mf/GD06NGj0CECZKW90QgzGTt2bDzzzDMtXnvjjTfi+uuvj7vuuivuvffeWLNmTaxbty6ampqif//+sccee8SiRYvirLPOanXlbFvWr18fl156aVxzzTWxcmDYUjgAAALYSURBVOXK2LJlS4wePTqOPvro+MhHPhJjx47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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " 407272.7357667281 | 407272.7357667281 | 0.0000000001\n", + " -430939.2647165584 | -430939.2647165586 | -0.0000000002\n", + " -141880.1132990345 | -141880.1132990343 | 0.0000000002\n", + " 2470.8872657220 | 2470.8872657220 | 0.0000000000\n", + " 104619.8157574718 | 104619.8157574715 | -0.0000000003\n", + " -179615.6433004717 | -179615.6433004719 | -0.0000000001\n", + " 28542.1800702019 | 28542.1800702018 | -0.0000000001\n", + " -396401.4979838843 | -396401.4979838844 | -0.0000000001\n", + " -188854.1943514692 | -188854.1943514692 | -0.0000000000\n", + " 9832.3451293169 | 9832.3451293170 | 0.0000000001\n", + "============================================================\n", + "mean\t=\t0.000000000004891-0.000000000000749j\n", + "std\t=\t0.000000000234242\n", + "max err\t=\t0.000000005209911\n", + "min err\t=\t0.000000000000000\n" + ] + } + ], + "source": [ + "delta = -123456\n", + "m = engine.example()\n", + "m_true_rotated = np.roll(m, delta)\n", + "for level in range(engine.num_levels-1):\n", + " ct_a = engine.encorypt(m, pk, level)\n", + "\n", + " # rotate\n", + " ct_rotated = engine.rotate_galois(ct_a, gk, delta=delta)\n", + " \n", + " m_c = engine.decrode(ct_rotated, sk)\n", + "\n", + " rot_err = absmax_error(m_c, m_true_rotated)\n", + " print(f\"At level {level:2d}, rotation error was {rot_err:.2e}.\")\n", + "\n", + "check_errors(m_c, m_true_rotated)" + ] + }, + { + "cell_type": "markdown", + "id": "c5362452-cefd-42b6-afa4-afd4d2cfbd9c", + "metadata": {}, + "source": [ + "### 3.2 rotate single" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9d703502-c3f5-43b6-b199-2f5bf516a0b1", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:51.152848Z", + "iopub.status.busy": "2023-11-14T04:22:51.152676Z", + "iopub.status.idle": "2023-11-14T04:22:51.405006Z", + "shell.execute_reply": "2023-11-14T04:22:51.404323Z", + "shell.execute_reply.started": "2023-11-14T04:22:51.152830Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-11-14 13:22:51.184942] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-14 13:22:51.185123] Requested devices for computation are [0].\n", + "[2023-11-14 13:22:51.186616] I have generated a partitioning scheme.\n", + "[2023-11-14 13:22:51.186630] I have in total 17 levels available.\n", + "[2023-11-14 13:22:51.186638] I have 17 ordinary primes.\n", + "[2023-11-14 13:22:51.186645] I have 2 special primes.\n", + "[2023-11-14 13:22:51.356460] I prepared ntt parameters.\n", + "[2023-11-14 13:22:51.356566] ntt initialization took 0.17 seconds.\n" + ] + } + ], + "source": [ + "params = presets.params[\"silver\"]\n", + "engine = fhe.ckks_engine(verbose=True, **params)\n", + "\n", + "sk = engine.create_secret_key()\n", + "pk = engine.create_public_key(sk)\n", + "\n", + "# Generate rotation key\n", + "delta = np.random.randint(-engine.num_slots, engine.num_slots)\n", + "rotk = engine.create_rotation_key(sk, delta=delta)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "8763eaf3-2d96-46c1-aa1c-b828f7105326", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:51.406114Z", + "iopub.status.busy": "2023-11-14T04:22:51.405891Z", + "iopub.status.idle": "2023-11-14T04:22:52.321702Z", + "shell.execute_reply": "2023-11-14T04:22:52.320446Z", + "shell.execute_reply.started": "2023-11-14T04:22:51.406096Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "At level 0, rotation error was 2.95e-10+7.75e-09j.\n", + "At level 1, rotation error was 2.63e-10+7.62e-09j.\n", + "At level 2, rotation error was 2.55e-10+7.35e-09j.\n", + "At level 3, rotation error was 2.44e-10+7.54e-09j.\n", + "At level 4, rotation error was 2.32e-10+7.53e-09j.\n", + "At level 5, rotation error was 2.40e-10+7.69e-09j.\n", + "At level 6, rotation error was 2.36e-10+7.63e-09j.\n", + "At level 7, rotation error was 2.55e-10+7.36e-09j.\n", + "At level 8, rotation error was 2.69e-10+7.62e-09j.\n", + "At level 9, rotation error was 2.42e-10+7.88e-09j.\n", + "At level 10, rotation error was 2.73e-10+7.20e-09j.\n", + "At level 11, rotation error was 2.65e-10+7.45e-09j.\n", + "At level 12, rotation error was 2.51e-10+7.53e-09j.\n", + "At level 13, rotation error was 2.73e-10+7.30e-09j.\n", + "At level 14, rotation error was 2.71e-10+7.33e-09j.\n" + ] + }, + { + "data": { + "image/png": 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jbmkbrOgY+SUJZvPcWtUhzNJTU5jzNtx89nQre0HN4oHzmJ0WcBeqbXf6pzMWSkFM3RInqopNri0M5X3cWctb5MxlzdLfUCwVBVHLt+/kYb5994CDe/MOt9yrw15UiQDcrr+hWE5Z2GD7fnToQ06EoGsb3t9QLO85oU91GJ5QUxRXHQKS0PXaA+A/TnRLlFd5GvS9ADiDhELAx7qqC1SHAIuFQ/r14q7TfIYVvwnS8gMAYKvqopis66lSsu/JB5lK9g6zkr14MjY2JoloSG4+oU++etmQXLS6TUFk1umqLpS3bu5WHQZgi4D4o769Zcc81SEAUCiX2Uq+etmQfOgU61ZT0Znu7cFXLxuSM5Y1y8beasu2GUiRTeD1xK6fvH2D6hAAwBO83l4AgBeQVgD4WDgUTHnj7zVWvKl6wkBd7htxKX+UEvuoeFM61bWt24yJcB436kc5eT0kuyY5FcA4rgUAfuSrXrmvvqw+WLLITbhIAAAA4D7ccsxm5zOHicOt/O7BY+ddt1wJHuNCJyQUAgZ5LQlnsKlEdQius6K9QnUIjnK0A+WxzudUuj3EyfasXrqu3dI4dOOtGj49vUokRESG51g3QwDUsbqrqFv7AXfxU7vmZrqdp9K8iOoQfCWbWr69Mn/az01leSk/e8FQaxZ7gBm5L/OuWy2gB38eFvp9AJxx2tJG1SHA5XzZTANQZsyF/WTqSbjRhavcvUIK7ENCIeBzbuyMmTZGBy4bvigbHpTu4cvYmEgwi6cznVUFcuJgfQ5RQSckKelj4mq89hiWgoS/0U+zXjbtPdBXX+zrWdkdl0WX7OYT+qQwHhYRkTVdlbKuu9LioGzi4e4ntS3gPtwTe49OdbHV3XCrt7emq0rWdLmk/wAA8L1k3Tad2n1VGPazhxXHNRoKym27+nPfkIOWtJbJ1vm1qsOApkgoBAAPCWnYizQ064J+YXuW2QSD0ryIfHPPKsmLhm2KyPv+7+o1qkOwjJnSc5wLbkB0qTI7qwtVhwALaFKcABERCQUpkcjObbsGMn6GNAyLpLlMU/VRVrRXyF3XrpPvXb1GPnPOYglyrStl+9Hn9ALQDLmYmel+jELBgHzmnMW27kOXsRbYS/eyDsAZKup83dsZq+I7e3mzNRtCTlZ1mlu98J7r1smJgw02RWO97129Rv79wmUSj4RUhwJNkVAI+JTm/a1pWAbIuGAwIBevduG0xB4egNCt/Jp95thZXSiREN2FbF0w1CrtlQWqw5jGqcvt6mH9Z91TPfg5dfdv9viy4l5wzFxnl6bWrf3wK7eeBlVx51qvqq6XnaZb+QoEArbUPX47r3YrzY9KW2WBBIMBjq3XaXJ+KWcA/KAg5r4XabPttfFCAgDALfx8KxINp34uxz2atdKt2FeciJjaVlVhPNdwHNVWWcCL6UiLDAEAMMgtSwBft6VHvnDBUtVhuNInzliYtpMO71nYXGrbtj977mK5YWuvbdvPllM3m60V+c7syCOuPaZHzlzGW4e6un33gPx/py9M+xkSAHPn5DH0+kAJSx4D0Koa0CkWC42J3g+46ksSqkMAAHiYVn0N+B7lEXCfbK/bgFdvMA3w2zfXIXHS6vFqY1vz25mGzsiaAAwa06HVQlbGxF8P+QOBgKzsMDcFM8Zt7quRRTYkmOlUfVgRyp4NnRZsRTM2VBFDHRW+qnvcSPXpmbn75e3lSuJAZht6qz2XgHb1pi7VISgVCQWlp8a7y42rKq+q61W3UdVHTNU/4Z4XsF5eNIdlg3KsU+18eQpwM+7TkQz9IOt4+VC+47g5qkOAhW7U8EVwAJnp3pVzIuFR92PgJfQR4XckFAI+NdH8ueFNDhprNdxQNmCeFZfTng2d8sGT5+e+IZ3YUM3wkAKZzCwjNHd+o7aO2D5QL1v6apTGMMHp6nJif7ftGnB2xw6Y+G5ubYFoOuErtPuekKna+vrlQ3LF+g65aHWbI/FMFQgE5Jrh3F8goG4GoDvGX9ytr75IdQgZrWgvl9t3D8h5K1tUhwIRS/rRFQVROX+oNfcNwVXeedwc2TSnWnUYMIHnw5ryaNfLiefilGi4DQmFAHzBo30bW7lliWckl2osddTkDViyzQSDAdm5qNF8UD7jxXqHMXprzRwQod51N6svD7sHzMZkzPeDqLGw3bfD6ipNHqpaozQv4vg+VSabU268hecu9jNyxbRVFshVw91yfH+dLdvPpDgvasFWAG/hwTQAs/7twmWyfaCe/rKHcD796byhVomGSI1wEzf22qhavMWNZRCwEq0mAM8zMlDIbHwZcHg8IRAw3/mlswwv061q47mWvnQrK3COWx8weGyFbsftXNQgW+fVyhcuWGbrflxavHwtFs5h+dqZOP+uZ3fXzYrtW1HMnO6jMj4DwM2srjLjVvY9AADwAMZSAMA5JBQCBrn1YSLGWXH6GNRGNnQqNWNjIpGQThF5G80GrDLYVKI6BNiCDFLYJ+RARuGpS7w7W/EHT+6Xfzh9gfTUFKoORUt+7uIYXbZWh2OkUyszcTzefmyP0jgAfelQawDQ0WXrO3LeRkEsbEEkMCI/6p8EUN1W2eAlXRhmY7eL5wHmGLluk32G5/VqnlffvnvA8X2atWOwPqu/4/k/kBoJhYDP6Xbjl0yuncPxv6czkBP9i4m2dDt0DCI6hxtbmJWqvnjPCX3S31DsaCxwrzOXNasOwTW8XE878d2u2NA563c8xPEHP5/mmuK4oc85dYzcVo2duqRJtg+YX/rXryyZXdCCbQCA7qyoL3PtP9vRD75p+1xpLMvLeTunL22yIBoYceuugYyfSXYfBXe4eftc1SFoq74koToE42zsIDMmYgf3HVQn7tPTPdu38ojtWFAvjWUJOXNZs2zuq7Fwy9ZqKsuTFe3lctVwl/Ubd18RBCxFQiEAn8i9xXdD8mW2btzaO+t3fn0jw4o3f2dy8kFfpl11VRdKIuKft2UN82dxh4OS1QPXb5le946lGHWaW1csX71syI6wYCG76noz7XEiEpK++iJ7AoGrOLHkcW2xix4YABbYvdi6WTkL42EJ+3Bt8sJ4RG7fPeiKmQ2M8N8ZhH28O94Er/FuWU11P65Kf0OxnLW8Je1njN6DFsZ5udhu7ZX58tj7t8oxc9MnWwzPqZarNmWX7LC+pyqrv/MiVc9pzsxwTfrZsrZy1SFYisRfvfn5Pszp2u/WnQNy91vXy80n9EksPOW5ol7dJrnrrevk3y5cJg2lub2I4cSzXCO7cNvLo/A21yYUvvbaa3LXXXfJhz/8Ydm5c6e0trZKIBCQQCAgLS0tqsMDoJGxsTHeDEoiHhlvAlZ2lMv2gdnTQE+7MfdR52VZq7dufmeKR0Lyrm1zVIcBD+HmJnvrexkMBkT8+xKDnZxY8hi5U3WPQulQJxQMSF40JO/fMd/2PhTnWS/JzjfnCFCDIUJAL4zbG6Nb0isAOCH5ksfOx6GCl1dWcRMVSeyceejEta8mbdu2TX7wgx+oDgOAS3C7Pdv/XjYkdSUJyYuE5MDhUdXhpOVkxznogwfwu5c0SSIakj1f/JXqUOAyJP1YKxp27bs9vuPF8Rurrue64rj85eV9OW3D6YEZu+uyicHOtop8W/eTTtCLhdYnZj4o5FR6R31JQu64ao0EAuMv+Xzll0+qDgk5YpwBADCLhklfdoV0WoqllOc1FNuzQ2hh4v7kpAUN8pM/vqA2mCm4b1KL4w+76NeqZkYiIAAvce1TzKmD7GVlZTI8PCwFBQUKIwLcZeIS8ktyCG/wzRYKBqQgFvZFAh1mY9ljWMXN1atu9/ZuPpYQ8eO7g4lISN5/0nzVYZjmVAJjaX7Ukf1MNTFoabZ+O2PZ0YeB1wxntwQXzNOtHYL9EtGQxB3qh9OtAADnhIMB+dipg6rDsIUb2hP6VM7rrS2Skxc2JP23htI82bko+b9ZoaksT96ysVP8NqStW4LK8QN1Mq9eTfKoX55pAUhO9zrAieh0PwZuk26sWMWx1qzJh8+5dobC0047TS6++GJZvHixdHR0iIhIS0uLvPbaa4ojA6CbMXHH4JfT6I84IyAkCQEwRsX0+XCWl9qDD508X1Z0VEh9SUJ1KFlzoi900oIG+bJDs5AtbC6d/O9w0Ny7gzdv75Ndi5okEg5IT02RfHjvw1nFkOuAF/1TwDo6tzm6PRBXJdMp8utx8unXhoOsLmJfvmSFlOdHpUXh7NTwIAWV4equSrnr4Wczfu6juwZkc19N2pckPnDSfPmPn9tzH/SNK4akMB6R4+bXycZb77RlH3bxUhsXC4fky5eskK4bv6U6FGjAQ0U7J166xnXh5yWP4c3Jgox8IxJGoRPXJhRedNFFqkMA4BArms1MfQ6SOGazqsNCt0cNjrs5dNCzFwjo/cDaTTiO7qbDYJaTMSxqKXN1MqGdpp4HJ8/J6JRKJBQMyKlLmuTf733c0N8GAgFLlibzWj2mw3XtBV4cALabFX1TncuvV8qExocYgIOmvtQBaN0AZ1AYN/a4cGFzacYZl80kxZs9ZIXxiIiIdFSxYplq0bCaRfB4lqMfF1d9SXns67iaG+8d7bweJjadfkY9B3j0Ikn2tWhz4HeuTSgEnNZVXag6BEt5rYOfSaZO5+ho5m1UFcYtisYdpnaSVBcXN9406GgsxX+Dm4JcuPvyVFu7zdy7u48ljPBb/8sspw6PV5PIZ9Yh7z2hT5a3l8vr+w/J9V/5rZqgTPJbNWik3neybfDmlaEP2gDv8VudBQBIrbwgqjqEnLVXqknQYywEgFdQnznDL7fWjWV5qkOAIowfQSdqXh8BNDGv1EAWmYiEgwHZs6HT5mhgp0z9+FEDPf01XZXWBKOhTJ0T7oMAiHAjA/u987g5qkNIyqsJaLrg+Fpj5gsYwWBAju+vk52LGhVFhGy4YYlTHV/2aa3IlyWtZarDAFJyc1vHy1dOcG/5cCNKtLds6Kky3X+yo7u11AP9kPNXtkpsyoxzG3urFEajj9OXNqkOAYCV6Ha5StJ+m+bn0Ip7vz0bOuWUhQ1Z7WNMRN534rycY9DJaR5qi42UDs2LOHyGhEL42qaGzAmFy9vK5cuXrJCaYm/OTueHgeGxMck4WmjkKASDNOHQn/evaJtw4OSkBQ1y+tIm+cQZC1WH4lsUw/Glkz5zzmI5Zm616lBsoVMOjh/6gH7DGUWuKEP2mtkGWNEmuCVJzQ2Jsnaj3QXgBVbez5y+tEl6anJfEej2UwdN/83nz1+a835nmmzrHLzps7ofUJwXkf9580o5Y1mTXLelR645ptvS7bvRxt5qeec25158/MBJ3koAydXpS5vkX89bojoM+BC3L8blcqiMHGedxlKNyqX81Jck5MatvXLFhk6JR0JZb+eURamTEd3oxMF6Zft2YxkErMSSxyk8+eSTaf/96aefnvzvkZERGRkZsTskWGzfvn2GMmrfcWyntJbHPHeOR0dHZWRkRMZG9WwJpx7vAwcO5LStsbHRtDMQjoyMyP79mfehcxnIJrZ9+/fLyMh4h/TAodnJtQcOHJzcbi7l5MCB/Rk/k2mWk0OHDjty/O3Yx+joYUdncRkZGZFDoaDs2ze7TB84sH/yOxq9ribqCq+a+H4HDx2yfNtuO24bu8tkbVdFyn8fGRmRfQcPG9qWW777/v37HYv18OHZx27fvn0SHjta9lJdl245nlbYv3+/LGsuko7yTvnO/c+oDmfSyL4RkcOpB3FGRkZkNMk5nmlqnXr4cPoXWybK58i+g8YDHRtvv43Yt29fTn2s/fv3yciINe+nTRxfO+riZA4eHO/j7Nu/L+Nn9+3L/JmZRkfHppxnZ76TiMihw8nb7MMG+nEz/+79J/TKdf/zgKm/ERHZb6Dfl87hw4e0qPMm+8A29+GSlcGZbdPBgybqAMPGkh7n0cPG+txmYhoZGZGDB+2/DkZHR2V01NgKBNk6eMh4+Rwdnd0mjI1NP+4HDqaug432CQ4eSn0uDjlUpxoy47sfzKL90aFumOnAgf0Zy91E3Pv3z64f9+1L35bmUgft37dPRkZCWR3rmQ4a7FtYJZu21+2SlY9MVF4TOl2PWY2HWVzGdDoeZhhv00az7hul28eNmzvkg3v/IA/+9VVT25wqEgxIaPSgjIyYq6cW1OfP+l2uvb6J72rVPY2xflnyPt1MBw8dNPS5kZERaSmJyA3HdIiIyKPPvp70c+P3gtZl25jtwzl5zV20slFGDx6QTEVsZj8vlUzjrMf3Vcrbvpzqb42NydnN6rG0VNsa7q2UGzd3JP+jJBfsoUPmjs8hE337CW6t752QbNzTaUbrOSOxHsriHnZkZMSR1710K4fZ9GMnjN8PRdN+Jtnzxf379stIOH3LvX+fc+P+M+3bt09GItn1LG7c0ilruyrkQIoxy4n2Jt1YwOjoqOzbZ813T3UMzdxn5nIeJr7vgQzlLNdzffDI8/BkY6hm67dMsRxO0p7P/BsnX0jUrU5B9uw6lyQUptDYaHxZqLvuuksqKlI/gIe7/fCee+QPiWT/4u7L56WXXpa9e/ceSSjT73WbvXv3Tv73714MiEj2b2KMvDEi4/eTyb/n3r175f5nMu9jPCY9z/vU43VU+linlu3xfMLpn7///vul6LnfiYjIG29kX05+8YtfSqZjOzo2mnb7jz/xuOzd+9iU39hzHo4eR+u2/9xzz8n+/QFx6jq74447JBQQee2gyMzv8av7fiWH/jzeEf3NC8auqxdfeDFF+Zq9fTd66aWXZO/evfLYn4Ni9cTN04+b/sfqvvvukwOPTdyozI537969cuBw8n9L9tlU29HJvff+VJ59QMSJOF94/nmZWca+93/fk/iUXf/2b8mvS7ccTyv85Kc/kacLRF45IKLT9/2/O/5PoiGRVDHt3btX/va3zPXIRJ0jIvLss+k//9Of/lSe+b3IG4dS73emQ4cPyf333y9G6vd77rlH/vRq9n2se+6+Rx6a7CPndq4mjq8ddXEyf/jDw7L3jYfkuX0imWK/6667Mn5mpv3790+e56eecuY7iYi8/PIrSdvs8bGw9N9h5t9Fk/QNM/2NiMhDL+XWb3/qqb/I3r1PZty33Sa+25iBY5eLe+6+Z9b2f/aze+WFh47+/PBTuR3TZPYfOJD03ub5558zdM/z0EMPGY5p79698ocnzX+H/PCYvH7IeP/5jTfekBcPviF29rmfeuop2bv3CTFSJv72zN9k5rW/b9/I9PvcZ1Mfl9/85tdJ/23mdfd4mnrzsT//OeW/Oe3gwYPTYv/Nc+bLRDb3vHb72c9/IS+/HJR05W4i7idfF5kZ7z333CMPJ2b/fsJrr72Wdtvp3PPDH8ofEiIP/DX3OuSBB36f8zbMuPPOO0X1uXXavff+VMx+Z5VjVDqNEWRz3/2DH/zA8GfNx5CMnuXZ6LGbGEMWETlwwNz4YLp72b1798pjj+XWVz48NprV8U92/Ywn4mffj5iI44+PW9P/T963nx7z6OhhQ+MFjzzyiOzd94e02xKZXZafGUn+ubvuulvKDS3mZKzsv/rqq5JduTK+j2xNjFHMNn2/r7/+uqFz8cwzz8jevU+n/Ey6uv1vf3tWdOjb/eQnP5G/TDsmuZ2DVN/56LGavY/DSZ4lPP2Xp8TM8fnzn/8se/f+Ken2zcaK8Xsl1eXTyDW4d+9eeeavmevpRx99RLK5Xxkds/95a6a2wWk/vfferGP4yU9+Ik8lrWOP+sPLs+9n7rzzB1IYkbT7/dGPfiSP5af/jF3uvPNOKY5mt+/pz2hmb2Nk3z7Zu3ev/ClNf+Pll16W7373jqz2P1OqftbvUjzHMLYN43FNfN8/vpL+73K9Ln77299K7K+/STqG+tdnnhEz9Vumvunfnpl97mb+zf59zuVuZO5Lwy2ee+45W7arvvcJABl0F49JLJh9Nv7Y5P9k+AymMTIt99raUTm20f63z/RLeYXnUAlkLcDBgw0KIyJlMcqW3TjC9nNrHybESIEj3HoNOrH8U8jhi6elQJ+zEQ2OyZwSfeKB+xRFxqTSUKKHMWMisqbW3hlA4Q99pZQjIBfD9dOvoTM7uKbslB8ek4bZk1lCE/NmtCkb67keVHLr2AfcKVN5K4yMSU2eI6HMUhYbk6KImn0DkQBjSbCerWnZAQtGmT/zmc/IOeeck3swJj3xxBNp//3pp5+WJUuWiIjI6tWrpaHBW2vR+8G+ffvkC9+8K+PnVg4NSWt5kp7Hj79nQ1TOKS4uluHhRfLhB38kzxtY7s0KV29sl3+6+zGpLozJo8+9kfazw8PD034erfur3PKdP8iLb5hfaicvLyEjrx0USbEswPDwsLz486dE/vhQ0n+fFpOm533m8RKRjLFOLdsHDo2K/PQH0/59zpy5MrygTkREbv/DT0RGZp+zluZmuXCoWV76yv3yqydfkTcOzD7GCxcuEHng12ljCQaCcjjNsilNTU0yPNx19Bc2nYfJ42jh9isqKuT5w6/JK2mWNLPSpk0bJRwMyguvHxD5+T3T/m1wcFDWdY/PqBt88FmRh36bcXulZaUyPLwg+T9qej2YUVJSIsPDC+XXex8RefpxS7c97bo0eKw2z62SA4dG5XsP2fMmSTqDg4NHlzxOEu/w8PD4ksf33jnjX2b39+y4luywdOlSGWgodiTO8ooKkZdfmPa79RvWS0HsaHf81fv+IvLog7P+1i3H0wpLly6T+fVFIiKS1/68XPSF9O2HUzZu3CDxSCjlORgeHpavvfhb+e2Lz6bdzkSdIyLy1Rd+I/Ji6mt9yZHy+fLIQZGf3W0ozlAoJHPn9or8cXY5mmnVqlWS9/hLIo+kX9Y2laFVQ9JcdqSPnGPZnDi+v/7uIyJ/sbYuTqazs0uGh5rl8RfeELnvJ2k/u3r1apFf/sjU9mOxmAwPD4mIyJ0jD4g8+3SGv7BGUVGhDA8vmfX70bExkZ98P+3fZtOXTPY3+Y++IPLAr9L+XTr19XUyPDxHeX038d3GDBy7XAwNDYn8anoZXLx4iSxqLpn8+Ykf/lnk8Uct3W88eqSMzjjOFRUVMjw8kPH4d3f3iDw2c5ab5IaHh+XRu/4k8sSfMn94ilgsJmKi/5yXlyelhTGRV18ytZ8JRUVFIq+lX3Kxvr5ehod7DZXPqqqqWXV8IpGQ4eEVkz+/8eunZ9XBiUhQ3nlstxw3UCvX3pu8PzbVz7/9sMhfn0waQ1NTk8jTyf/NaZFIRIaHN0z+fPC3fxX5w+9NbSObesqsxtK4HD+/Rj774yfk9ST3tjMtWrhQ7n7pUZHXU5edibgf+OurIr/52bR/m7wnT/E9CgoK5JmR5MtNpnPLSfNlfXeliIg8/7MnRf70sOltTDWnd45c0lUuV//X/fLLJ17OaVtGrFmzRuQXP7R9PzpZsmSpyO9+YepvVI5RJb0eRdLGU5MYk3eeOCg7/8Xa/n02991r1qydNV5iWQzJaHofZ/TYlZSMjyGLiPzdr+8WSbPEXqp9rHv+N/L9h5+b9W+/2vsHkafTP4dJJxQITmtfkkoxvjHz9+FQWA7ksKTsxHd98Pt/FHnqsay3M6G4uEiGhxdP+93ga/vl5S/fL7/9y6uyeU6VXL61W6LhI28CpTmHHR0dMry6dfovUx2XKf743Osiv/rprM+tXr1K6kuSLumUcR/JFBYWirz+mqHPimR33ZtVnh+Rdx7bLcNzqpJ/YMZ+8/PzZXh4WcaYqqqqZXh4XtqxhVT/VlVVKb9/6fnMwdts2bJl0ldXdPQXOZ6DVN+5uvrIsUqyj2AgKO/ZvViu/q/75emX98kFK5vltNUtcvN9xmNpbm6W4eHOpNs3Gytk/Bn53/6iNAYj46fDw8PyrVd+J/L839Juq72jQ+RJc/eww8PDEvjp9yeWOrDNrH6H4jK5ZMkSkft/mdXfLlu2TOZOrU+SKP7TiyK/v2/a79auXStl+dGk370iPyrvOq5bNvaM3w85cXyioaAUxEISDgXkpm09sqYz9TOWTAYGB2XdxDOaJNuIx+MyPLxSfv+9R0We+nPSbRSXFMumTQtEfvID0/ufKVU/N9VzDEPbMHFcJr7vLx9/KW05y/W6mDdvngzPrxlf8njGOGB1dbXIC+nH/NPGMsP/vjj7mcDMv/nA738kkkXuxru39coN/2vsvKTaN9zrySftGQNkbuYUzCQIJhIJSSQM3EDBleKxmCfPbzAYlEQiIYGAc9OPXL6xRy7f2CMiIi3XfSPtZ2ce851LW2Xn0taMf5dMIBBMO/tHIpGQcCTzKyM6l4NsYptatkOHZr/BF41GJv89VYJ4OByW+opi+beLxh+M/cs9f5Kbvj79wVA0GsscTIb883A47Mjxt2MfwWDIkgR7oxLxhIRDQUmMzp5uPBqNTn7HWDRqaHsTdUUy123pkfd/y1znVDcT3y8Utn4Jr2zKU2l+TG7ZMT+rui5Xmdq7RCIhgXCSwfWAzJpiSef6cqqYg218MDi7vY3H45KIH21/Iknaordu7nbN8bTC1HMyPK9BLl//uvz99x5RHNV4mY5HUtcTiURCQgamdJtapyYrE1NNHIsDY2Zu2QISjRp7DTYei0s0YqwtSPX3VpXNieMbCVt3e3rqkib593uTJydGIuN9nHg88wwG8bj5KZ4CgcDRPlbIuSUiA4HkbfboaObB7GzOZbK/icWyL1Mi4w9ydajzJmIYs/lBQLLyNbNtStY25Cww/h3n1hXJ/X95ZfLX5w61SSKRkDOXNcv/+0nygWmzMSUSCYmEzX8Hs/3nYDCYsV5Nx0gdbqZ8BpNc+1PrBhFJWgff987hjO3NtJjS1JuhkEZDfjO+e8TgvchUTtQNgUBQrt0yV67dMldu+dYD8k93/jHt52OxWMZyNxF3PDY7AScRT9+WBrO4j+ypKZStA02TP2dzrGeKRCPSWl0qX3nzkCP3KYks2l63y6b9VNleZrPv6wcOy7zGci1iyaZ/Z3UMOjDcpk25hzHbPk/8XU3J7Jf1E4lE2nbMkIB1/dhch+4mtmnVPU2y8bimREK+9KaVprcVCUcMHaeZn4nFkidYxiy8FxTJfG88k93X3MbeKvn02Yszf3CKmf28VEKh1OOsIum/Wyjo3L1lOlaPpaXaVigUSruf/uZKuePqtVnvN5TFvadb63snhG0YWzfLaD1nZJwmmsV9uNXl47H3b5XTP/0T+eEj0xOJdSuHsZiB538p/zZzexKNzn7BajwvI3n/+efv2JR1PNnaOr9Wbts1YMm2YlOe4SUz0d6kG2cJBoOSiFs3ZpuMmTHlXMrsxPeNxUZs24fI0Wenh5OMoVrdT0nWns/8m2Awu47p6SvapbuuVE7+xI8N/41udQqyZ9e5tHV08YEHspvtYqra2loLIgGSY+JX/xjLcLbtfljoVQ7mycGgdCXZ6lJ+6uIm1ycUZqs0LyL7D40mnZUTyFaypui0JU2zf+lhbm5WAhZHH5j1HzBj56KGlAmFXu2/0Ju1npMvhajw7uPnyoWf+7m89MZBWd9TJWu6xmdguXhNW9qEQrMom/Aqu2sIj1dBgDJcW/rIta+l43CuhiFBI1aPG3gZdTXciHJrvWTtqpcPs459Gz+YyCHwctkCsmVrQmFPT4+dmwcAQ8ZkLGMnjD5adujcGuPV41ScZ8OMOS6xrqdK3nncHHlt/yEZ+oB9SyE6yod3S274yiV5uc8qA314aWBR9+9SGE/dRk20y0Ye5mTzNaceG92Pk9V4QOYui1vK5M5r18krIweloTQx+VC/oXT2LEJTOfEylke7z9P44Tt6nd3n0JJLzas3ox7SVplv+m+WtJbZEAn8bPfiRvniz7JfejhbC5tLHd+na1h4I5F9S0Abgtlm3vPVFsfl6ZfNL8toRnd1oTz0zKuTP5+21F8v38JaG3qq5Bu/eTrtZxa10D7BOCvHSKzY0tZ5tfa/IOvQ8N9JC8ZXFG0qSz9OZafu6kL5zv3PGPpsccKaZ6a5nD6Vxwre5Nxap4CGjNTHXp+Vwi8ydcKMLAXnN04+EObhM1RLdc+XH029BEJJXjTjA3dX8WE1qNtX1i0eWE+3Z/pe7uZ6+bul4sOv7Av2VBtHS0txIiKNZXm23vdSNo3zY90Fc+pLWI7I7bb01Uh10fjScLFwUG45cZ6hvys98kJfQSws7zxujm3xwV12L260ZDuXb+i0ZDtmLdUoOVazWzVf0e0+WVe69hM/ePJ8W7Y7tVy898Q+iUfGH2dXFsbk0rUdtuwTudC0gCaxrb9OuqsLRST1dbW8rVyWtBxto95B3yslu898sjZC1/rQSamOQXN5npzqkRWP6orjct5Qq4iIVBXFZcdgvZI4msqNvwB2265+S/aZyzPzqqK4JTEAE0gohK9xr5p5KWDPyPA1ySeczaqy4fdDq+vNjd/Pi1Hffstq2bmoQXUY8KiZyRsMolujqjAm67orHd+v1fW9n4pDKKhpY5klrmU1NvRUuW5ficjsFxcqC2OWbBvmODHroh33BbkMMkdDDAmm5UBdnqncJSsz39yzihm9XK6qMCbf2rNaPnnmQvn2W1bL0rZyMfIo9jtvGf+bb+1ZJX31xfYHCle4ZYexhNRM6ksSsn2gLuPnrJ7pLtcXjHUdc4M5Km6fdi1KnYzL/Zw5qzrtH39Z1FIm355oO/eskpri3JMlqD/8KxIKylcvWymfOmuRfO2yIRmeUz3rM4FAQL5w4VL557MXyX9fukLOP5LUBOcle07p5QlKMt4jTn5u9r8dM7davn75kOTHbF2g1HarOivkk2culG/uWSVl+UdXb/rIzn753HlLFEaW2fqe2fUJ4HaMHgLwvLGxzMlxfh8nsPMGepRRGLhAqlLaWJYnG3uT3ATYVqwV3gwb2LXXBtt0+zpOJ/l3VBU4ur9sZHOOouGgbEh23UJbkYmkFocuSq/VZRP83uNa2VHh2L6sKkN5sdC0hxeLW0qltcL80pdwh5m3RXYnMTqRJGmUV+tdFV+rOBFJ+tAzJa8efJcry4/K8NwaU3V+VVFchufWSCNLWOVMo+oxZ4FAwLKZSysKkr/U4KXj5SoceFvxQqD7tFTky/DcGilPUVe5SX+D914McFuXMx4JyaY51Wlf0oiExscXB5t4mQfusGlOjRTGrVlyV6X2ygIZnlsjJXnRab8PBAKyusv5SQRUcFudCm9zbYryI488Ivfcc8+037322muT///Zz3522r9t3rxZampqnAoPcI1c3uT4+1MH5U/PvS63fvdhCyOyR6YxGJ0etugolyXQDh/OfGx9M1OmA+hn6qGnpjDLv+Ra8Coj9WjZjJtkeI9ugwE6dH8mli2CN9CnMycgIh87dVD+7aePy6HRUTl9aXPSz7idU6WiqSxP7v3TCw7tLb1sz5uVMy0wC795U5O7jBw+DrFNvFDxpUG5gRlNZXny+AtvpP1MW2W+PPXSiEMRZcueC9vK+xmrIqzy1GzTHq+QFchlTKCpzF8vHuk2foL0OF320GHcTrWkx4ACB5vo0vZoEgYgIi5OKLznnnvk3HPPTfpvzz///Kx/+/73v09CIWCxlvJ82dZf546Ewkz/7sOOeS5JgmYcGh11ZD+6crJsLW8rlzBLl2nBa8t3puPH+tMuG+dUS2leRF5846CI2L98p1dL6fjMxHqy+3pxctDDqqSXiMfbLS8vw2IHXa/dmZJdy4GA+Wt8TMZnRjjPRcsnvf3YHtUhpHTlpi75r188adv2rU6Ytft+jARf827Y2qs6BEM4s0D2rtzYpToEU95/0jw57VM/TfuZG7fOkWM+epdDESGTkxc2yi3felDeOHBYREQqC2Py7Kv7FUelj67qAnn4mdem/c5rd0zXb+mRW771oOXbfcumTvn8T/8sBw75e6wdgHcYuWdNmk/otYZjCqP3el4+Biowfguk5u2nN0AGDML6R6YZCHnYkp7RGRyTfeoQU2PY7oSBOjl1SaP8/WmDk7+j+2uO1Uk+JNm5g1OJ1UZFQkH54kXL5fj+OjljWZN8+JR+1SEp56ZLSbPiBAM4Z7DSF85fKsfO8/5LjOet1Df50aolH53CLPl6WNpaJsfOq5FPnbVIuqqznWVcH3YUK4oqvGBjb5Xs2dApl6xtVx2KKSvaK+TWnf1p+xjdNYXyyTMXOhiVN1lV1SWiIfmPi5fLcfNr5ZwVLfKeE/os2rI3JBvn8Fozc/5Qq1y9qcvSe4PzVrZKUTwiX7xoWQ6rokAbDEbAQ7xWh6vGvZf3GWkCdHtuBX9z7QyF55xzjpxzzjmqwwA8qbu6UB565tWMn3NTe5apD0bOm30OGVjyGNlrLEvIR3cPZv4grOWi+s9u2czIhNS6awrlY6dyTefK6kvUTX0e+BfJSWqt6KiQFR0V0nLdN1SHYiunZsN2e7Wb7SwKVrY3VAnGXLGhU1Z2VMz6vQ51KrMk+In68uZ1/3D6AomFQ6rDyMqOBQ2yY0FD2j7G8Fzvv9SQjK73aX31xfLx0xaIiMiPHn1OcTR69QlK86KqQ8gom3I19U/CoaBcvqFTRMSye4Oa4vGltBc0lcrHT1sgG2+905LtAtCbTvW3KsnuyzRt/gFDjFzXlHHohBkKgQz8WGl/6JT50t9Q7Km33TI10H7smE/tiNtZzv0+Q6Gug5uYjllK/dneQT9WXIk617s6x6aM5tWv5uF5Ti6XCNeXcU4fq2zutZL9SVd1Qc6x+IlO9ZdXL09XfC8/DnYA8A2qOADZov6wFvfjsEvyl/X0KnDWVieZVtuD03R42RBQiYRC+BttQFLzG0rkq5cNybffslp1KJb5SIZlI0fpEKSVSwf90OHRtP9enIjIbbsGst6+G2h2f4Mprt7UpToEV2GWlOzpduOp85KVbmXk+tCsGGjntCVNqkMAHFOSF5GCqDsXjTi+v87W7RfGkx+XvVeusXW/mdAP8hcjbbbdzfp1x/ZM+3n7wPi153RJ5H7WWhxO66ztrpz2s9HlRcvz9Z8hzU022zg74qY51bZt20+ox2dTfUySLb9++foOBZFYY35DcVZ/t2tRY8p/e9Mady1RD3tk81LZktYyGyJBKjm9GErPOGs7k9SfG3qqHNv/pl5v9tFSPQt3/DkilwY0QkIhAM8bGxPZMq9G1s0YaJz+GZ7wWyFZH+dghhkK33fiPNnYWy3HzB3vgDLzCJyyY0G9LG0rt2XbqgcmneSjr+p6E+3gnNoiOX+VtxMK/dyqO9WlsaOeay7Pl0uTPFjJhlXHIdc+op/aA93tWtQo+VF9ljp87wnzJBh0ZwGpKorLNcNdYlf4Zy1vtmfDmrG7utbpFlejUFxlVUfFZBJha0W+KxMNTlrQoDoEeFR9SUKuGe6e9ru3bOyS5vK8jH/r1vbXbkaOSrK+8ZWbuqSpLPNxN6upLE/2HFk21pd8dCOh2zd1og91zooWaavIn/y5o6pAzkzTB9arXzc7mBu3zpGKAvPJ2ruWpE4onFefXZIi1LArMeydx82V0ryIBAJi+H7++i09Ul0UM7wPH1W3nsEpE2ksy5O5dUWTP6/vqZJSB1+aKc2PyttnvADnZplWMDt1aZMsbC51KBpAL+58HR6wio97HRNN4zkrWuSmr/9+8vdTOyBWUp0klhcNy7+cs1iu+/Jv5Us/f2LWv6/trpIP731YQWTekqzLdTjNDIWLmktl6/xaERH5xBkL5cDhUQkHg9L+9m/aFKEaOg36YNyHT+mXkxcefbjFOcoeh849/uWcxXLg8KhEgkFtH6JZEZWy61nPQ5qWjtfvWzf3SGVhTP7ua7/P/GEH0D64R6ZztXlejbznxD7pvOFbOe9rx4IG+b8H/zb5czYPzyb6wJnoWgQvW98pF61ul64bcz+eM1UUGH/446RMA8xWsLYp0bX06CVV3WH4waLBD2bzoDIcCspHdw3IB0+eL+FgUEKK+m+5tIUf2dkvX/7lk9YFc8TeK1fL8G13Wb5ddVzYkVToofdsTnpNdFUXyveuXiv/fd9Tcs1//lpRdO6V6lLPVAV01xTK969ZKxf868/k+w89m3McHz6lX46bXyuRUJAVZeBZ1UVxueOqNXLgyLh5NJTbOM2nz+iXCz6vrt5b0lomP7l+g4yOiQQDIh0G77lSzRg71FGh3ZKmUGOos0J+dsNGGR0T+eyP/iTv++aDGf9msKlUfvi29XLbHQ/LP3z/UQeihK2SdAW8XD2Y6fp844pVMnLgsAQCIvGI8y/QXrS63dA16QUVBTH5z4uXyxsHD0vfu76jOhzAUcxQCPjczsWN0ls7nkRYGA/LTdvnGv5bo522wlhYbt7el014lgoEAhINJ6/2+uqLJ5dGUTVI71WH0sxQGA4dPdaBQEBi4RDHH45IVRfoYsdgveoQfMHJ2kaHgdCJelbXZEKdWfWmtRPFQIOilrNISO862m79jSWqQ/Asq8rWMXOrZdGRN5PjkaB86OR+S7brFKuqCZ36U26s+twYs58YeZATMPrBHPjxPtlIv8vvfQW/S3dNhIKpx/5gHyuP+9jYmMQj/qr3kiKZ0vOCwYDEIyGJR3Ifp9Gh3guHghINByVsoo3263Kn/vzW2ZsoW6b/JmQswYrq1n10qzusLENmN5WIhpQkE/pRMBiQqEP3oXqVcPgdMxTC3zTsKH71zSvliz97Qv793scd2V9BLCz/fekKeeivr0ptSVyqCuOW7+P/rl4jVUXWb9dq/3DaArn/L69IUTwiqz/0fdXh2G5qcoudiS7pEgqhjtEzvqYr9VLhXldVOD47jopEsOpi/evMCQHRsjl1BdU3hl5IPHObbAaY7DxPuhYBK76zG8v3m9a0y5a+GplTV2TJLHoT3HgsdBcOBeWLFy2T+//yilQVxaS2OKE6JFOcbredmNnPjX0RN8acLa9WQ644hx5tBJItu+plHVVqV/3wAt0ePHtRumOcsirKcFo4a9bQvcpUE56aeaHtapZ1P8fwPo92OZVz4l5adxwDqGZ1CTRSX2bzTHJxC0sywx7qX1sBME1/Y4nEHH6jLB4JSX9jiS3JhN3Vha5IJhQZb6D76oulqTxPdSiecijNksd+YPe9dLaD4kY6wVWFMTlreXNW2/eCD58yPttQNg+r3DiQl23ipAu/qhKMq8EJZuoePw/26vrVa4pi0t9YwqxLLhEOBaW/scR1yYRwRrb1jJUvsoz6+zYsZ/RxoYtIKCDvO3Ge6jA8p6++yPTfNJX5c7xQ174z4CdTu4iq7+VJ0AbgpGRjnSrqwXNWtKT8NyvjyTS26+RXv2h1m4N7Qy5i4aC8a5vxFSgBM5ihEABgq4OH/f0oxu5vn+oNrVxuYv7j4uXyp+dek4291VIYj2S/IY0ZSRJc7ePZGVNRPWhpNa99H8CVNL8Oc00Qp55xTlVRTHUIsEhARAYaS+S7v3/GsX36+44FqmRb7tK1Lczg4R3/duFSeeKFN2R+Q4n01ppPfkN62/vr5XdPvWLqb7prCuXxF96wKSL3o98LqMP1Z57KY+bF3hpFcFyAtXxMcdO9y7u2zZFlbeXyxoFDctV//Fp1OLb71FmLZGNvleowHKNbsrzZaL5xxZB0VBXaEgvA1AfwNSNdFW7GvMVNHVQ3SpakdZglj7VhdKa9Ja1lsmtxk5QX8GA+FbtvMNw0wyHNJDDOyLVAvxKwR2tFvixuKUv/IRe1rXZzQ1V03ZYeCQWPRvreE/sURmMTxWWSe2OLKGjcTd0ruOnGAtO0lOfLrsVNJBNqpiw/qjoEV6IqQjp+W8YeRzFGAq+x+h6L6lGfYxAIBGRzX43sWNAw6990iXGqXKvXTXOqLV1BAUcZKS9mDn00HCSZELZihkIAWdMtYz+VmmJ3LLmsG6vOb3HCmzPcwVvMDl6qeAB7zooW+dGjz8nDz7zm+L7TKS+IybOv7lcdhvY0HFdwTTvuJWaqGh0Ho7xiYvZdu8bF/HzqVMzoeNHqNrlgVau/D7zmsrkfaK8skC9dtEy+/punZU5dkZyycPagvdNyLt8G2l0rqyUSBnNj+HzTYKdUUWBf4pWbj3pJHglpgFE8yIYKdhY7kpL1obIL58WaTcf62mhIGoaOKZJdql4+Z267jy+IheW1/YdUh+Fv7ioycCFmKAQy8OrYsFP9LR06P+/aNkd1CK409dwZLS/Jbhx3LWm0KCI93XyCc7OlnOrxY6mS1TWVHTe17z5+rvTVFVu/4Ry9aU37tO+7axHlFN5j5JrWcfA0Ha/2cTNJREJy4mC94c/r0Jc1yupzeuayZms3aJO3H9srVYW8QKSj23cPiIjIzkWNEgsbH36aKMqLWsrk3cfPlZ2LGg3Xsas6K0xG6V2Z6gQnXyzQuY3UODTX+/Ap/SIictuufsWR6CMUDMi5K1uS/MvsC9arZXPr/FrDn812DMSuQxewcdtu4Z6esbM+eNJ81SFoaUmmGcQ1ZeV91alLmqb9fNm6Tus2DvgML0bbo6E0oToE07xcFtw2XnvbrgHVIXiSU2X8pu1zHdkP3I2EQsCnXNYnycm8+twTcILe7Z+KiL0DokVx781QeOPWXlnWViZvXtcuOxc5N1vKdZt7HdsX9GRn3Z1tPVBZGJNPnblIlreVy8kLG+T6Y3ssjcsrPN6M2IbjZi+n+oPruitFZLy+UBbEEZ85d7EkoiEH9+jeUnyKg32cCW4bOHUru5NUlrWVyVWbuuS4+XUiIpIfC8tnzlls706P+IAmD/R1KMo6xOBmbkoo182ytjK5cWuvrO4cb/+3za+TKzd2ydJWY4klXk2kExH557MXuWaGwsvWddiy3Xdvy/zQanlbuZyysEHLMRAv1wypLj2nv7POSegzLW0tkys2dMqOBcZfWPKTPRtJnrtuc4/sXNQgy9rK5J/OXMhKSrDUsrYyOWu5O14E9LN/PH1B1n9rZxs81FEhx86r0T4p3uzKUjpprci3fJu6HY0NPVVy/ZYeWdpaJpevt+f+QSdOdVOdGLe7ZG277F7clPnD8D2WPAY08v4d81SHYIobxneG51RnNRB19aYu+ch3H578+eOnpe/015ck5KmXRkzvR5Waorg0l+WpDkOZaCgoBw6PZv33F6xqkwtWtYlI5hsaKy+T4jzvJWfqQrf7Ujvr1w+dPF+u/a/fZPW3qcLaOKdaNs6pzj4oH9CsiGnLsuOk4KLWoVukY9+suTxPPnPuksmfW677hsJoRJa1lZv6fDZFScPTkJVw0Pz7hzqWQTjr7OXN8nfbZ8/gvaLDmZkD60oSUlUYk7+9ut/ybTtRvs3uI93ndevfwjq6n/cvXrR82s/hUFD2bOyUPRs7lfcDVLp8fYes7a4y/HnV5/KaY7rl499/xPLtJn3BZIZ/v2hZTvvQ4DLwJTvaSd27ll+6eHnmD2lAVZJ8QczY40cVSaRO7bI4LyIfPNn+mXq9PFsXUpvoc33ux39WHImeVPSlxq/F6TveMs/47MxO+vwFS0VE5E/Pva44kvTcsORxqqJWWRgzfXzd1o8NBgNy8Zp2uXhNu4iI/P33cr9/0O38Wk2H7zfznh1IhxkKAcW29NVIcSIix82vlW394zM46NCYeEW2x/L0Zc2ytrtSihMR2bmoQdb3pB/0VTGDSzZqi+NSVxyXW3bMk6CJaReNdmLNvi3k5E1dJBSQtop8qSiIyntOdG6ZYhF7r2kzA0Zuesvb7VQ//EnHzBJTXseAK3Sme5VtND7NvwbS0L0MmsVsY0fp3E+BdTKVea6J3AVEvFdZJkFJcYL3y5FqPrhU4TUeLbTJ+qFunn1qgt1nywOHCACykqz+c0sLmU2cXmgT3YjxESA1ZigEFPvHMxaqDsFWbk3WKMuPymenzKaTicplfdsqjU2bvbqrUj53nvHv5DWDTaXyH1PeHH5rljO0ZYN7AO9xa90mIpIXpfsHfc28stxUfXr0eY8S60zM3pOKkbbXSKJ97mXQ+BY29OY20yuDX/AKFdXp+Sua5Yr/+G3az5jt06/vqZLvPfi3yZ/3bPDvsn/XHtOtOgRb6Fjrqu6PrGg3NxMwAO9QMU5yw1brlsXO1M6fsrBB/vMXT07+fNHqNsv2nVVADsi1TVHdJgFwDtf7OMZlpgsEtGjOAAA5YIZCIAM6wtBZUTwsNydZUsxqXAb6SnWT6uaENxW42c8eJc2YZMeJPoZ7ePFU6Vz+6koSqkOY5OSbwY1leY7tyy5KB4o1LtNOGDKxpLDO178VzH6/dd2VsrbL+iSoa4/plpqiuIiIrOwonzVLtJ/6n8cfWY3Bk3R/QubABT+ntkhExpf0un6Ldck96eh+2KGWx5s5VzJTFZnpf5+00LkVY85d2So9NYUiItJdXSjnD7U6tm/oT3Wz5GT/3k99WLt4/X4MsNbsOoeVuOAozZs92mXYjSlqAPiKV5KszlreLJeu7ZD8WEgKLZgd0e7+d0t5njz2/Bv27kQRN928MF36UbkeilWdxh/aW8nOc+iiomwZP35n2GdDb7V89Vd/sWx7TlTZVl0CW+fVyjd++7RFW7OGyut7+qmzJ5AlrWVy759esGXbcKfPnbdE2t7+TdVhyKrOStUhGPblS1ZIXUlcaorism/fPku3HRCR3toi+d41a+TlkYNSXRiXYDBzfeCmewsz8mPThx/76osVRWKc1e2wU6fWjv5DptA/c+5iGR0bk6J4ZNa59rK64rj85WXjdYc3r25giiwKeaa6MdO/W7liTKZ9VRRG5X8vG5LnX98vZflRiYVDlu3bbl4ZD7cSRwSwFvUMksl0b2Kk3Lh5yWOexiFbXh0bgjsxQyGArNGeHZXuWOzZ0ClhAw+PTO1PRGqK45YkEzrhfTvmSSxMk6MTcgunM3s8rFiO04o4kBsnj7eObaaOMbnZsX01MrdufIaeYEDktl39iiNyztXDXapDsE2u1YRV11lJXkQqCmIiIlIYC8s7j5sz6zO0If4WDAYkqqC//YGT5k2W84HGElnfY8GS5TlvwZj8WEhqixO2DtTmRcNSW5xImkxo+0M3jeuE9soC6W8sUR1GzlzRlbKgcci0hYCI1BYnfJVMKDI+JgP34l4I2YiGg1JbnHBVMqEbcB8DwCssv8ejfgQ8x0i/h1sV6MRfIz0AfE/F1L/HzquV4+bXyqbb7nJ831PZ0QHpObK00YT2qoKkn1vRXiHfectqWfvhH0yPiV4RXCqQ4Xm9V8s2b0YBqYVDQfnyJSvkx398XmqL49JTUyRXfunXKT/v9ocmU+uDtsrk7T+s01iaJ585d7H89smXpaumUOo1WhbaSnY2M7XF3jxmqu1a3CR99cXy7Kv7ZUV7haFZ+OzmlvrV7L3pVZvMJW/rfhj+4bRBGfrA91WHkVN5UXWMmQEGUGOgqUR+/ucXVYdhm94ZY3xmUTPpK9vxcKf6VLoNNQ02lagOwfeceIbTW1uY1d91VxfKQ8+8anE0MMJsXaFb3eJVuRxnI9d6Q2mepfvUXeZZHWEHo/fYOh5/t4yBwb2YLgq+5us61oIWhkFs4zqrs7tB1UWyDnptcVy2D9RN+92azkppq8yf/Pns5c2T/91SkS/Qh5dvutws03nxdbtlA64DWC0eCcm67irpqcntYZxTqFMy02VQJhAQqSiIybqeqpTJhL6v09Kcq8Gmkpwfkk+Y2tfVRaHJWcGsvo+bW1csa7urlMyQOMHvxT+ZMV0qsBSCXqm0FHwPOx+yq7yOJ3ikZMBjSvIictbyFtVhWObGrb2zfnf8QJ3UJpt5c0p74nTT4uRLjZo3m56m06o2xYmInL2iRXUYWrPyXsLqS/ziNW2p/2310X+rKYrL9oH6rPbxvh19Wf2d13mlaw/z7G4/5zUUy/yG4smfdwzWe3rSAxWT4sBZRoqvh4s4XIgZCgEAGSW7Kfja5UMSCU0f8AkGA/Lfl6yUL/38cSlJROWkhQ2W7D/pgCZgIW7TAKRjx0AVAwPqGTsFtBBud+PWXjl1SZNl23vXtrmWbQvJ6Vo9uq02yLxMbcDAp+zjmXYwhydoOiav/O9lK2XzR+9WHYYPaVgYIDcc2yt3P/KcLG0tkx0L6qXA5ct615ck5PRlTdJani+b+2pm/XskFJSvXT4ki95zh4Lo4GexiB5LSL91c7dsH6iXwnhEdSjI0tuO6ZGuqkL5fz/5s/zqiZem/dtVw13SU1soz7yyX05e2JD1SxQLm8vk6k1d8pHvPpx1nF7pBmM2q5PBSC4b928XLpMv3vu4JKIh2bmoMeftJSIhGTl42ILIxun+Mh9yo+I69Mx4CTzB3XfBAABLZJMoUVEQS/r74ryIXLS6Pad4di9ulC/+7AkREYlHgnL6suYMf+FfzBSqJ7vuIXW8N+XmBjrS8FKBTzlZRaZqI7z85rYRF6xKPUuFEWu6KuXOh58VEZHqopis6qiwIizAdL/O6s/zcCo9qx8KOdWPz3U3bpllGTArm97Qhavb5MLVufUjdFJfkpBL13ak/UyqsT4IN5k20mWGwkzXh878fcd3VDAYkJMWNkheNCSXfOGX0/4tIAE5cdCayQ8WNJfm9PderE4og+7lhnNXEAvnPLYz1SVr2+XWHJKCjXLDsYX7ebFNgV5IKISvhWjNc2Lk2WRRwh/VjBuKUkHcPefindvmSHFeRJ55eZ+cP9Tm+rfA7eTXB4GnLGyQ//zFk1n//czjpmOintOyTU7l2BnDcYJugkFnei+Zin5Jvt6zP2Rz7dpxZN3Q11TOpoP00V0DctsdD8vr+w/LZes7HLt2TJkIycdtjRNfXcMzn5buxYG+kXvokugxndcKkNtqGPejDgL0UZoXVR2C9jI9h/HaS2S8QA+3Uj0LfDbcFa330UeFCO0g9KLjiBDgmIZ8keJI+taZSjs1Ix2bdx6ndkkwr54/I4MEM5d2u3pTl13hWC4vGpbrt/TKR3cPyryGYku26c2SkIbHv/CHTumX+pKE6jAsp/sNo8eLFeB6ZuqQuuJ4TvvKtj6Y2R/5wI75OcXhGx57QOQmpflRuWl7n3xkZ7+0VuQ7vn/d+wY60uFy4bS5h1PlRYdyadTS1rLJ/05EQrJtfp3CaJCN4oTeL2xAkWzrIYMVmNsTmlwevi3sOiZb59dO/ncwIHLxGu/MBGqXjDNPu/Smwa56g+sZZqh4hujF5xozLWgqUR1CSm6uIozW9tSD7mbm/Lm1DwD3IKEQvhYMiJzddVjm1RWqDsV5NvcmuqoL5MatvdJXz3I56azuqpSemkLZ2Ftl+bav3NQpw3Oqpau6QN57Yp+0VRZkvS27igv9nNnabHxQ7bXDTUcZ8B6rrupkzdapSxqlq7pALl3bbtFe3CsRCSl74HfOyhbZsaBeuqoL5KpNXbKsrVxJHEZlUyZpnQC13NJFNFsN80DAWYaLkYITY/dDz/eeOE+WtZXJnNoi+fhpg5KIhmzdn1vpXNV8/LRB1SEAQEpvP7ZX1nZXSnd1oXz4lH6pKsztZbdsuLlf5eLQ4WFuvqZUGGgqkeu29EhXdfpndm65t52ppTxP3n+Svi8QW31YrdyeW8+52/l1JTjACNaQhO+1F4lccvJimXPT95I21DQiqaW6SVjZUS5fuGCZs8Eolu1D+c+dt0RERL76q6fkjgf+ZmVIUlUYl0+etcjSbcI8s2XjwtVtcv1XfmtTNM7b1Fsp333gWdVhzDK7vjdX19s1RjJRXNw0BsOAkTEcJ/Xed+K8yTr5//vBo6b+1munb75Fs/9mozAekVt3Dijb/1RGrstcB/LOXdkiX/jp47ltRIyVQS/ctTBwChGRbf2pZ0PbPLdGvn3/Xy3Zj+rZ7O0u7359+eYTZyyUN33+F6rDcLWOqgL54kXLjf+BgkvJlcXboRuCr18+JH316vp6bsH9mfXcfkhdWa8YpNt3qy9JyGfPXTL587Ov7lcYDbxItzI/k9vrS69R8Qw4GAjIm9a0y5vWtEvLdd9wfP92+9LFy6W6yPlkcd3wknJ2VI/V6IAjAJ0wQyFwhO43GZbz3RdWx44bEr8+HDJK5+nUM7Hz1KrohPq1qNo2q6c9m4Ui3BzPNvOIZHuEuFagi6Yya2Ye5qE30jJZ6elYnsryoxIKBuT6LT1SXhBL+bkrN3VJc3meg5EdpbptMduvVh1vJrrHZ0RAJKcbHh2vxaxYfDLdvmwq1KMIAe7ChA7+5WR1TdtgL/pv9nDDYXVDjLnK9B19cAhwhGN1nYn90IuC3UgoBJA1N3SSdiyot3R7iUjypX7W91i/ZDGy88f3HStfvmTFrN+75cYmj+WkHDGzPKR7DuiXDrmqa+S6LT1qdgzPumBVa9Lf23XDX12UOvHFaWa/4tLWMnsCmaJG0RvJtcW8Ce1GbumvwXo/v2Gj/OE9W+TiNemXpe+uKZQfXLPWkn3a+fCaouwPuZagiXsQlTMHA0BGUwZM0r3g7PV+XHFeRHUI2vDry8MY50QCaK77MFsfnbKwYdrPpy9tymn/0IOKZ3aXr++Y9vPqrkoRESnPj077/YmDqWfln4r61n+WtNg/Vgv9nbmsWXUIwCQSCgF41or2ctnQWz3td7l2wG/b1S/R8PSq86pNXdJYlicXpkhggLOCwUDSpBFVN19mZ5MMBgNy49Zew5/PdoYzL9yM5pIcpOv3n4hL0/A8x+sPPPxobl2RnLKo0dF9XjPc7ej+rNRYlv0sX0avH6cS5Qti4cn/vnJjl+RFw2k+bc77TpwnoWB2FYbf6hnaL2QrGAxI0OB15pXZL2y/XrggXeNd2+aqDsF1PFINACmFggG5Zcc8azeqYbvglkv5bZt7JBbmBWAr6DIbIStG6EGP0iByxYZOqS9JiIhIY1lCLl3XkeEvMJOOV1RffbEcN79WREQioYB8dNeA7fs8c3mzdFcXiohIRUFUrts8/iL9h06ZL/HI+HPFoY4KWduldoKSD5/Sr3T/XmNVXXbqkkZpUrQig9/p1i/Y1l9reCU+vSKHF1n3lAUANPHtt6ySw6Nj0lNTlPXD31Q299XKndeWyEtvHJRoOCjBQEBaK8aXsrth6xxZ2Fwmb/r8LyzdJ/znglVt8tBfX5X//MWTqkNBluxKWLRzufMmA4lFPLjTU1l+VF54/YDpv3NDQoaZEl8YC8tXLl3h+IOeriMDhW71rm1z5O++9nvVYeTs02cvkqrCmASm9M2sMCZjctrSJlnVWSEjBw/L8G135bzNKzZ0ynd//4w88PQrhv/GyNVqZxvhBroN/ulsS1+t6hC0NLd0VO5/0Tvv3WZ6YD/UUSHff+hZh6KZza4r1qrujeEq1eAO09VRC5tLDe4ME1zZ5LkyaHdy+6Hee+VqSURCOb38o4JXe2I/uGattFh4f+En9M+dk2p85+uXD8kN//M7+fUTLzkbkMs0luXJt9+ySh5/4Q1pLs+f9sIi3O3vTx2Uy9Z3SGE8Mpk0aqeSvKh89bKV8uizr0l9SUJK8sZnJlzfUy13XrtOnn/tgPTUFBp+mc4O4WBATp4xK6cqbu+zZWL2LL/vRItfJoFrxcIh+dLFy+XhZ16Vr/zyKfnne/6U8rMev4ygAXpFwBGBQPLOCze+qemah1BVGJeyGVOIT7Ai5trihNQWJ7/56KhigAnWaDb4JpIub/amYmc94VTihJNVncp61W0PK4wIBkRGNblENG0yPaW3rsi2ZEI116aNS3FO+T5eGLwbaCyRpa1ltibJWllHzqktkvsef9HU37ghARj2sOrUh4IBOTw6JuX5UXnT2jZrNuoxxzeNyiOvBGT/4YDEwkHZf2hUdUgZpSsemer3XYublCYUpgqvvTJf/vLSPhk5eDi77XqgXcuF35PLgVTc1Jdy+wtLXuOFZEKri7+LLiff66ou1Ho8yr7YzG+5MB6RuXXFNsQClQKBgPTUFKX/jMUlMR4JJS1L1UVxqS6Km9qWHT37+lJrEyu5/bCOkf6qznW6V6kq45FQUObWFctdDz+nJgDgCO+8eg3kiE6Pd9ChQjKqBrvMDlpPPABy02C3G82s82kDsqdz4v1XLl2Z9t9zjT0a1qMrzYPj2Zw8JBx9dbbOr5Xbdw/IFy9allW7aaQOyKYsGV2Swgwj346+A9L5n0tXykdO6Zdv7VklVYXmHmJ41cw6oCZP5K3zD8stJ/TKN64YmvV51c2t1S8SJWxYkv6K9bktD3f28mb56mVDElY4Y8cE3V/cgnp9FiYdJHspNhFheVXoZ3FLmeoQbFVVGJv2c2OZ/bNZOSFZH6atcnqiZElexKFo9NBe6f5EUbiXJ+/dPfiVvIpTBd210kYDWtHjKSiAaXROzgDgDsnGJVQ8ElP94NUo3R4YpmoFkkU59Xnr7bsHbIjGvQYaS2zdfp4ND+Kd5LXehhu+z9Rr2Gj9aPf3snsc286B8jVdlbJ9oF7iNj5wN9uOhYMBuW5Lrz3BZEByMdL1Z+Y1FMtJCxukyuSMCH5TERc5ob9WOqrcPzuUiiphx4Lcls46cUGD40vM5XycqHtNefO69sn/zo+GpKIglubTqak+6tFwUC7fkFsC7VStFfnSP+XeZaijQkpTrLyBzLyYp6GL64/tldCUQYgPnjxfYTTW+/Ap/dN+/sBJ6r6f3fXcLTOWVbxt14DNe7TG+3dYsxzk7iVNUpw4mkR54apWS7brBzy7ovsHd3Oi+Boe8/RKdUKdYKlTNFmS2y1ok2A3ljwGAJt5oTFnoADQ15cuXi577/+rzG8okW39dbLni79ydP/5Mfcm1cUivFvjVZ4ZkBJ7xqS80DcREe0G7C5c1SrHzquV1inLorn5WGdzHXno0tOGm8uQ17itbdHthRkkY/850q0UXLWpW6qL4vLkiyOye3GjnP+vP5fnXts/7TM6X2rv3zFPHn32NdmxoMH8bK8ZKpHPnbtE/vmeP0owGJALVrE0PWxgwcXVUVUg/3Hxcvn2756WvvpiOb6/LveNamR1V6X8yzmL5MePPi8rOypkRXuF6pBss7StXD533hK5+w/PytLWclnXXWX4b1X1T2/b1S8nDNRbsq14JCRfu2xIvvDTP0t1UVzOWt5syXahL7vL7VWbuuTW7z5s7040xvMje/DiKPzm6k1dtr44nisrajqz9aXbxqLgPSQUAj5FN9QuzrTsnpwWH46iCOkpmzGCxS1lhpcdynUZukAgIEtayuTex14QEZHy/Kis6qzMaZuqtFbkS1sF0+d7iRv6Nl6qev0yWGwmIeeGrXMMfS6rRD1/HG5H3HBsr7z3mw/Ytv2hjgq555HnbNs+knPjJeLFZ0OWfSUNTqjh82OwgibBc1woGJCzlrdM/uy2h6S7lzTZtu3ivIhcNdxt2/YBqyxsLpWFzaWzfp9urFKDat2w9T3Vsr6nWnUYjhyz1V2VsrrLPWM6Jw5aO2NRU3meXH+smtnlzXJXa2lcqmoj1/EGFffPJy9s8HVCoRN4JmYNq49istPCqRpny0viNmxTJ41leapD0I7LbpnhQUzLAhyR0DjjXV/0Cq2ie4fACw8/VCY+mDl6ZsuCXxI63EbXm2YrBopv2z0gx82vlfU9VfKv5y2ZttyRWwzPqZZPnbUo54EoM9erjrWol2dotLpdVTNo6b5rC1BZ1xm9TM9aYe/sI0pm6qG60I4O7b7295g2BejCrqmIiERD1vTLND/tlnHpaQZcyS/1ipfvj1VJmmRCDQ4Dcn0WYUU3Mxa2r06wc9uqREPuvbajHjwfcJh7iz+OSNfuWN0X9sLzdvgLrSRwxEd3D6gOAQA8J9PD/e7qQmcCycB0IqdNyUV25yxZsf36koR8/LQF8i/nLJa++uLcN+iwwnhYPnnWIumoKrBke+etbLVkO3b76K6BWb97x3HGZlODdaZWNblej29Zb81SeLonnNjJyDkwenzsTiIz8uDN8gEuBWUjlweM5flRQ5+LhUPSU2Nf/0NJor2Pr+NkvHo4zF6TXj0OmazpNvcCTaq2wOrjl6l++9ipA9N+vvaY1DPVmelDOFEjVRbGHNjLUdVFMWmvtKYvD8A6TveAlrQaW6khlT0bOqf9fOvO/py2p9rVm7pUhzBLb22RVBQcbSPqSxLSWJaY9TlPJBlq3PHSODRHmR2DuX334LSfp/bNch3PuX6LPjNjnrqk0dTnb9kxL+nvz1zeou0L9pns2Ti9Pdg+oOAlwRR0n+Eu19WQPIOKFoCHkVAIHLGuu0rmN8xOjFDRCXZLdrpbbxDsld250/1YemJgR5GAZDeo6raln8yqL0lIe2W+vOfEPiX7n3l0XZOE4e1i4UoXr2mToY4KqSiIycVrUid4JasH7Kz7dwzWy9Z5tVJREJNTFjbI5r6aWZ8ZaCiRy9Yx8KMvLni3GGwqkavsfoBHVywjM8n+7z2xz7LEcp14vPuonJnjq8Mlmyle1fcbaa/ZHEKLhR1efSKn43j0GKzrqZLTlzZJRUFMNvZWy+lL7Vta12q5vGxl9OjtXtwozeV50lSWJx84ab4E3ToVJeBTudSUc+uKkv7+nTm+IHf2ihbZ0FMlFQUxOXt5s6zqdM/Sv8mcsczeWbizEQoG5EMnz5emsjxpLs+T9580L2mbkcuzkDVJVuKY58KXX3Ol+7MFHZjtsq3vqZIzliXvm+V6uPvqk9drTitOROSi1e2GPltREJMTBupSvkxZWRiTm7erGefPVXtlgbxtc49UFsZkQVOJXLlRvwRtHa3rrpSzV7SoDgMeY3d7VlkYS/vyHoDZwqoDAHQRDQfl5u19sv0ffujYPu2cGSMTo21yV3WBPPzMa7bGYrWiRCTlvymZacWGDpDqhz8wzu4z5ZYE5KlayvPkB9euUx2GYe47wkjH6iq5uigun79g6eTP/3TnHy3eQ2bJBuQL4mG5NcNAXjAYkGuO6Zbakrjc8N+/sys8TMEYv/fccGyvXLjamtki4ZyFzWVyx1Vr5FdPvCQnWHz/Z6TfcONWfWakgLudvKhBPn3Pn5L+2wmDdXLHA884Go+X7lOdbrNj4ZC898R58t4Tk8/6YpRX+xqruyrl/SfNVx0GXMyr14ZWLDrIM1uSgcYSuf8vr8z6XK4rJpTlR+Wfz1mc0zZ0Uppmtm7LZ901ca7X9VTJup4qiyM4qiA2+xHn1y4fkpbrvmHbPnVkZR0XCQXk4GFn+nR2TWJgxfOYaDgo7zlhnrznhCR9sxy3HwgE5LyVrfIvP0zej3fKFy5YKjVF8Vm/X91VKXc9/Oy03/38xo0Zt3fGsmYJBQNy/Vd+a1mMTrlkbbtcstZYcqWT7LhCrNrmZ85dIiIijz3/ukVb9B6V/U+7Vtiym91DCj+7YaMcPDwqH/rOQ/buyEIuPZXwEGYoBBQpzYvIu4+fqzqMjN59/FwpyUudoKdaMCBy/ZYeCQZEoqGgfPDk+WqWGcuRh567QGNTrwynyhxl25yMM8mQ3pgzK48gN3MQMTc4pMsVbEXZ9Uv5t6Mdo21MzS/t3CmLzC0rhcz8UHKS1bs9NalnN2mvLJBz0swYofoBg+7Jh4aj06xB1PuozqbX0QOQjJ3Xqeq2CHALrhS9WJEIqXP1l0toGn8tV3Jb396rKNfexyp9QGrMUAgo8sPr1kteVP9LcEV7hfzouvXyyz+/JGf8809VhyODTSVy3+MvTf587spWuXhNu+xe3CSBoEhRXN/kR8AIqx6k0/1Nb6DRf8ufeMHHTh2U4kREzv6Xe1WHIiJ6JwX5vQ7QPUlBNScPj53nwg3JZ1Y9JDC0Gf0PB44oTjOjOnLn9zZwQiAw/oLgFRs6ZcHN31UdDpKi4k52BJK1nXTt3K21kBMIeAl1chI+6oC64T48GbvjNnvvr8t1pHNio5us6qxQHYJWjJZvXa6DXLm1XoQxg00llm6P5EW4DTMUAhnY1aFJl0yoW2OSFw1Lab4eD73etW2uFB5ZyqCuOC4XH1lirjgvom0yoVc6xXA/rxXFbL/PsfNqpKNq+pLzXKfuUJyIJF3OBrBKVWFMLnLx8rXUZdaza1DQ7LlikB+wnurryu6HDhP1TFmaJRDNKs+wrVxnmtKpqvNKm+rGr5GsHHnhIZ1O5dtJBbGQnNhyWHUYcIBd49nuv/qzo8P39mu95UbpyovO59Gu/rjd31n1fYRVUvV3df1+moYlxYmIvP3YXtVh+NLqrkrVIcCD3n5sz+R/HzO3etrKELrWj4CdeCILTOGnhsCKQQkVh2ugsUS+c+Vq+eOzr8u8+mIp1m45Zh8VIthi4kbe6MM43RKQZ9KtXv3SRctkcUvZrN/r8oAq0/HyyoNNwKhsq5BsEho+f/5SmVNXJF//zV9M/Z2Zy1KzKtH3jJyPTPWuU+2civZetzYc8DvV/cCy/Kh858rV8uDTr6ZcvYAZglPzap1qx/cKJtnmKEXLtb526VL5zU/uUh0GcsDlB+jFS0uFu7XrGPTQOUBuPn/+UumsLpDqorgt23frNeKUprKE6hDSsuP0UfvY76LV7bKivUJe239IliR5lgj4DQmFACxndye3riQhdSV6dxTN4h7Uuzi19snm2C5tK3dkP1zTGlM0EOOlAV+vGnJgeRK7i182xYyxSTV0qhJ0igWz6fLSg5sYPWI8nDGvoiAmQ50x27Y/eUqol3wj2XWY7CE9yaruVJ4flZqiuPzG4f3q/uKlV9GnBOAXXq/vPP71LOXEWCIA5/XVF6sOYRJ1MlRjyWNgCsYnU/PKsdH1Zs/8sneafhGNueWQeeVac5umsjxLt5ftebT//LvkQvAgjnx2/Fwl6t4e+KVMF8T1eAevrTLftm3rXtZy0VxubftuBEkvMKqiwL7EPFjBpdeyS8OeKllC4Sh1K6C9dOMqfrl30FVNljNnUfP6kw5Nbq4xlOZHZ/3OylkFvVSnJTvWVYXZz7ZnZ/GpKuL+yQo8W8y+XUylqcy+MTu/SVZ/e43ZF4c1aJbhcyQUAhnQt0qNjicArzh3ZatEw0e7ReesaFEXjND2pEKShnF+b6NzKSsUM0zoqSmU9soCJfu+fH3H5H+HggG5YkOnkjicluuMQrfvHpj28/t3zM9pe4CdNvZWS2Xh0Ydix8ytdnT/Ovar/N17wYRk3djRUefj8ItdixpVhzDNB06al/M2mN1XjXNWtkhsyrjK2cubFUbjfla1iYXxsOxYUG/R1qBKplotVXmxY2jIyD3byQsbjG3Lps7fouZSaZyyFOpQR4VEQtY9Dk8Wt4Zd66xt6K2adp8yPMfZ+5RUjplbozoEx9lRrJy4D9R9WHr7YJ0UTXmBeOv8WlN/f+Gq1sn/joQCcvHqNsti87Pa4ris6mDWT0A3eky3AADQmu43ALozc4s28VmjN3a6D5TbeX9q5aaLExH58ptWyL/++DGpK0nIpWvbLdy6TvQrL36pXvQ78lDBTHmn7c0sHgnZtu0zljXJ5evVJfFdsaFT4pGQPPrsa3LakiaptvjtaR1EQ0E5cNjaDJHj++tk5MBh+dljL8r6nipZ3l5u6fZ1VV7g/Te47WBnPVuUiGT8TCgYkP+8eLl84s5HpTAe9kTisJf6O1bfxyTbnhMPnnXvTiS7n2WGQvt9/vyl8tVfPSVVRTG5bF2nfOnnT6gOadJOmxIc6VvbrygekS9fskI++6PcxlU4Vdb68iUrbL1vwhEaNFPv3jZH3v2138/6vYrQbto+V/7rF08q2PO4QCAg/37hMvmH7z8q8UhQ9ljez/Z2TTXzPuVyRfcp2wfqpv1sZVIo/C0WDsmXL1khn7r7j1KWH5NL1rTLN37ztOG/v+aYbsmPheXJF0fkjGXNKWfVs6Om0KC5scWpSxrlkjUdEgyqqV91f84KqERCIaAASxupwxi0Xjgd/qTreZ/XUCwfPqXf0Gftvq1JVVdRhyGZZAnIOs46hOn1X66nyC3D11bOlrmkpUzufewFERHJj4Zyfzs9TWjvOSH32XFEsq/PI6GgvHldR/oPzdymqU97UyAQkN1LmmT3kibVoVgm2Qwg1wx3yYf3Pjz58/t2WFNeYR2jDy1bKvLl/ScZm0nT6ms8Xf3cXpkvjz77usV71BNdJv0ke4bEebJWT22hDHUau/fNhdnTduayZt/PtO52ffXGx1WMokTkpqu6UHUIcEhxXuYXWpySF83t0bMVTUFDaZ7c4uB9UrI2Lz8aktcPHHYsBrPSHWcz9yl2of63h059LZWhdFYXygdPHu+zHDhk7mXXWDgkb9nYZUdYvtRWkS+3OLjCiOorINfVWQCnkc4PKHDT9rmqQ7AETZ4xDHzrQaP7pLSsSgLKdGPo1PFwy3HXBcfLflTJwHRuqnZuOWmeDHVUSH9DsfzjGQtdO9OGbnW9lfGQzOyMc1a2yq5FjTKntkjeurlblrWOz8TI0R+n+hL70MnzpbEsT3EU2emoKpAlLWVy++5B2/eVtrqgMPtashkKD9O+wAQe0gEuQxWvlUz3h7rdz6qQfMljCjIwgcsBALyDhEJAgSaXPlxAZtneUG+cU21tIBbjBiB7V27qMjyUHQ0F5Zg+c7MtmRko5zxmh8NmL44vrPK2zT1K9qtqLF35taPgi7dXFsjnL1gqX71sSFZ3VTofAGCAE9dmQSwsHzh5vnxzzyq5dK1zS8Jct0VNPWvE1CNg1zkwsgTO585bIqfYtFynE778phXyH29aLn31xapDUe7iNdOX6uxvSH5Mbtzaa2h7ycYK7Hgg/3cOv8Ca6z1msr9PdlxY8hhW27GgQXUISIGrHVbYYnJ8FWq4NTcx2csPXuqq6PJddJpJT5WZ9xonL5zdf1nXbW58jORXIHsq6qVs9njBUKvlccC/SCgENOREe0SfUS8FMVagt5vTZT4YEDlvZavMrSsy/Dc3HtcrRXFnlqegDtBTpvNi5EF2eu4fiNFpLEnnARg/DroNNpaoDiEjHc+KvqXYuzSuOoC0dro4UQ7OyLV+U9F9SbXP1op8uWxdh4SCAWkoTcjVw91JP7ewqdTG6IwLBkR2LmqQ5W3l037vxiYnWT921I1fBFory4+qDsE17Oy76nh/pAsdqj1XnJ8UQe7Z2CmtFfni0Hs38JlkxSpZXanDdZyJ1f1vLjlrLWwqldOXNkkwINJVXSCXrm2f9Zmrh7ulsSwhoWBAemuNP4vCUT4cRscMXpvh/LyhVpnfUEw/CJYggwWYwqkOPg8RRVZ2lMsPH3ledRiu5XQSCx3q9M5Z0SKf/dFjkz+fuqRRbtkx3/R2zlreYl1QPqBLsSzLj8oLrx+Y9juuGXsEAoHcH1RbE4qnDHVUqA7BEk7N0JULM8WX/qI7rM3wJniq9sCOdkLnJGddcczM8VryRUNpQnUItsq1eK/qrJC7//Dc5M9vXteRY0SZ6XZJXnNMt1xzzHgi4Ysz+vsTdOl//PGWrapDyIrR9pD6GgBgRk9NkXz/mrUiIvLROx6Wj97xB7UBwVOSLnnsivRBuE0wGJD3njhP3nvivJSf6asvlrvful5ERL734DNy3md/nnab1r+Env32vN7F9/jXg8bqShLyv5cNiYjISf/4I/nFn19UHBHcjBkKAZ8y22e0umN3/RZjywIBbnDxmjZpKR9fyryxLCGXrrX/YVs2dElys6o+0eWG7EMnz04etWt2Fq/fZDuBQzhbc3m+nL60SXUYrpVtmdKlTvazbN4+vXVnv0RC43+3c1GDdFQVWh2Wf3ANGMKDKetcM9w17b/zoi57x9bhjuB1W3qkomA8iXRefbHsXOTg8qDUD75htFiPMkWhpbjEAHgGzQMU8NpMVlbikvQj7591P64EBAATXDZ6CviDWxJGculD9dUXWxcIXMvJbridff7a4oR8c88qefLFEakvSUi+BUtYG71J4SGzeht6q1WHAEXMDCbYWd9ZMajx3hPnyflDrXLj//xOfvQoMwgDqexY0CAr2ivk9QOHpK0iX3U4lrCyfsq1PqJfkxtm8ErvsvWdsn2gXkREGsvyFEdjndK8iLz4xkHTf5e0vEy5hOfWFcv/XbVWnnl1n7SU50s0nPmdZJ6zmJPtJTu/ocTSONyAfEJ3UlUldFUXKNqz3qiiYRW39dkXNJXavxPFF1i6+zCzobVVFMhDz7yaW0BGufSF6qQzFGoes1e0VeTLH597XXUYgCslW2kLzlvTXSnfvv+vhj/f31hiXzCAAcxQCCjgxkF2tw0UeB1vxOgnLxqWrupCS5IJ4V9eu7T/+exFqkOACW2VBVJTHFcdhiXotcBONcVxaa8syKk/xsMG4UKFEo1lebYmE9parFPUObfuHLBtl8V5EemqLjSUTChi3yzdZl23pWfyv+c3FMvCZgcSCRy0uKVUFk35Tldu7ErzaW8YzaJwVRfFbIgEZpg9a1aNPXZWF8ra7srJny9c1co4GqAzmy/PVZ0V0t9wdHKDt23uSfNp97Jq1rzm8jzZyMvTpnF7a71kJfp9O+YZvjcBVLOjeTOzzYtWt03+95quSvn8+UslLxqyPiiYsmNB/eSKdyIiHzxp9gpoUy1tLfPcmAbchawHAFljavfZCuOzq9XivIiCSOB2bplhpq++SH731Cuqw/CMTKd9Tl2R7P39M1lvvyw/mvXfZmNDb7V8+ZIV8o8/eFROXlgvb/r8Lx3dv93ccp3CHM6rMfQDkUyu1w/lCtmaWvKWtJTJN377tLJYnLaup0r+4bQF8uZ/m97PypQ74+XkmjetaZf+hhJ5/vX9srG3Wk7/9E9Vh2T5bLBfuHCp3PH7v0lJXkRWdlRYuHVnGW02smlevrVntdz9h2flm799Wr5zf/b3UHCnT5+1SO544BmJR0Kypqsy8x8AmtG5lXZbnz0QCMiXLl4udzzwjJTlR2VFu3vbTaudsaxJPv+Tx2f9/hNnLJA7Hvib/OWlEbnp679XEJneks9Q6M6xJLeFvaytXL5x+ZC8/b9/Kz977EXV4fjCjVt75V9//Jg88cKI6lBmcVt75LTrt/TIyo4KeWP/Idk0p1rCoaB8a88q+dUTL8meL/5KdXhZW9VZIXf/4TnVYWQtFg7J169YJd978G/SUJrIOJNyIBCQf5ty/6/D+Ab8hTR+ALBQVWFcVrSXT/68pKVM6ksSCiOCDuy8L1d903Tz9j7Pzao3k05f77yhVimYMgummdlIBptKpFXB8pwLm0vl02cvks19tUn/XafjayevXycAAOji2mO6VYfguN7awlm/c9vDQastby+X4+bXSTzizRkYYuGQbJ1f6+pkQjOymaGwLD8q2wfqZW5dceYPw3PCoaBs7quVtd1Vnk6gdoLqw+fz5gwWiUdCctz8OvuSCV1aULcP1Cf9/XgdWjNttlcclWw8fjRJGXBr66O63p+Q6rLqrC6U41OUXVhvUUuZHDe/ztTf6FKG/C4QCMiarkrZMq9WwqHxlKDm8vyUdb8yPiwvBbGwHN9flzGZcILf7v+hF2YoBOArlYX2L3nzqbMWyWd++CcZGxM5Z2WL7fuzS1HcWzMrqk68y6SiwNqZ45J9WzseKg42lcq/X7hM7nz4WVncUirnffbnGf+mscyaJNvGsjx5+uV9lmxLN2X5yeuqonhEvnb5kPzHz5+QprI82bWo0dD2rtrU5er6yEqq3hj2+0P9bOldc9sr28G34oS59tutb9EDVqD0e1OLzS9QNJfnyZ+ff8PWfSSVpr4mWQapeKVklHhg5QcuUwBuQ1/ZG8yex+qiuC1xeEnyNt3ckR7jCstJkH6VY7IZN2So0T6ePLQmv5Qd5cvLdTJj/8gVMxQCPuXX9uPcFa0SCR292zhpQYPl+8iPheWy9Z1y+YZOKXRRUt6qzqNvNpTkRWTjnGqF0XjfB0+aP+3nD53SryiS3C1rK5e3be6R9T3Jy8zVm6bPonfDsXMs2e87j7NmO9mw+2HQ7sWNEgsf7aZtnX90dr/Winx52+YeOXVJkwQNjp5csaHTc0nCgC7sqg6y7att6K2e9tB9avuO6VLV5XNqi5wNxCLZdu9JRIJqHzhpnuXbjIbtG+66ZUfqeLma9Fz2XNV5uWCodfK/VQ3BuHXoZ3jKeER+NGR6Fo0r1ndYHRLgetnWB34dQ4aDKGM5yyVZ4OzlzZP/HQiIXJahDeX2MdWSx0l+Z38onpauqOk+eYSXUI7hNYyDAuYwQyGgIR3bMq8MHhXnReRz5y2VT939R6ktjstbN/eoDkkbH9nZL+//1oPy6r5DsmdDp0RC9uece6RYZeWkhQ3y7Gv75eePvSDre6tlbZc3l5CIhYNy0Zo2eePgYXnw6Vdkx4IGmVNnTaJGX32x3L57QP7nvqfk+w89a8k2dZEfC8u/XbhU/vEHj0pFQUzeRl2lpbyo97rSsbDaZQGDMzpBKtoJtw8qREJB+fz5S+X2//uDFMbDct2WHlny3v9TFo9Vb0GeNeUhh91uPmGuY/sC/O7aY7rl5IXGZlw2w86afHlbuRTGw/LqvkM27sXnPHCjeO7KFrlquCvtZzzwNW1zy455UpyIyItvHJQ3r2s3tXT1xavb5NJ1JBS6EckBSIZSoU6qY+/lWXzcwOpr4q2beyQQCMifn39dzl7RosUMhboPy1jRXunc5uUyjOPUc0RmKHRO5nPq/pPh/m8AAPbx3lNQAI7R/cYuleXt5bK8vVx1GNqpKozLrTsHVIdhyDuPmyM3ff33qsPISSgYkDd78CHHjsF6+cp9T03+fOmaVomFQ7YlxG0fqJftA/XSct03bNm+iLMP+qbWqwuby+TTZ5c5uPejbt4+V97x1fsnf/6Ii2fQtNMHT56f+UMuc+nadvn3ex9Xsu/iRMSyhONceGEZgL76YvnUWYts3YfT/cDSvKhj+ypOOLcveJD7qxDH9NQUuqs/fOTcBgIB2b24UT51959SfQRZ8kqCwomD9fKubf5ITrerP1BeEMtqFv+2yny5/theGyLyFm9cafAsCqiIcBjgnPxYWN59vJp+i85JdWYlu2bdMLzk1md8bo1bB+YPnQsKsqY4cu7hpfYIsBpLHgM2OW7K8pR+44YbJbjbzsWNsn2gTnUYhtnZFdXtoduVm7pkcXOJlETHZHvzYWktz1MdkqvoUn/uWNAgOwbrpbY4LrsXN05bclklKxK9rDjEtcVxuXBVq6zwYHJ6Y1mevHtb7suJb+ipMv03HzmlX0I+esU41+Kc0xvjue0aSMltZcs/NY7/uK0sqpCsX6XNgzmL47Die+VappKFoMvh9hKOKeAu2rQ7gMs5udICSRfGlzz2I6eKIuXQOTqXbd2ejQGAF5FQCNjk46ctkN2LrV+6SRW6ZdBJQSwst+8eVB2Gqy1vsycRqrEsTz53zgL5u4WHZX1ddjXH/IZii6Pylxu3Tp+R4/yhVtPbyI+F5dZdA/Lj6zfI+0+ab2qJMa9rLs+TH1+/QW7YOkfCJpaG3zin2saorHXOylb58iUrctrGTSf0mf6b1R5d+t3v3L6EdK7CwYDEI9PrCrvaYKsHeRmg14POg/dwVrqi0FCamPW7tsp8+4JJwY3ltb+xRHUIvnbdlukz2dvxcq4by6Vb7VhQP+3nmfemAJCts5c3qw7BkzLd8alqQnVvu5O9C2s2scnI5ysKYqa2mX5b3lqJYd2MF5nL8731/exk9vIaE5GTFzZM+53Re833ZBgf7q4pNBmNuzCqZo9L17ZP+3llh/cmfQB0QkIhoIDuN0SAWxXFw6pDcI3ivMishze6WNxSJicOjj+IqCqMSXEiojgidzllYaMsaRlfKrmnplAuWGU+odDLVNzI79nQKdVF1g0CzqTjEr1+GjDR7+jDKCfKaSAQkA+d3C/xSFCCgfHEieI82jXYg/rIvyKhoLx/xzyJhoISCQXkPSf0ZXwhRMeEbycTmUPBgLzjuDlSEDN2D6nf0fKGTXOqJ2e2bi7Pk7ds7FQckT/YVZ4vX98prRXjD5jXdFXKlj5zCaLMMmMvlfWYhk0OcuD0i0dd1QVy4eo2R/fpRtShTpp9DYyOWr+XL1yw1JLtVBbG5AY3JvmnqWoqC2Ny1aYuCQRE8qIhee+J5l9shjFjYyLtlQWTkxYUJyJy0/FTj3fquueEwfrJl2o7qwrkig2dEg0FJRwMyE3b5+Y8iQEvwvrTsrZyOb5/fAW76qKYvG2zns85Aa8g8wKwkYbP97OmY7ICkIuTFzbIf/3iycmfj5mr1+xhKzsq5MN7H874uVxumt60pl3m1xfLaZ/+adbbsENARG7bNSDv3jZXYpGgXPT/fiF3Pfys6rBcozgvIv9+0TJ5bd8hyYuFJGJiFj0VvN661BXH5cpNXfK9B59xdL+qH9ioPq90W9KbWjyW2TRbHo7a1l8nG3qrZHRMDCeuuFWuVY/TdZcbqgrV9blbOHKYpuxEx2S83UuaZNuRQfV8RXWNhoclpV+/a9jzdbIbxCMh+fTZi+SVkUOSiIYkGtb73gXptVbky3feslpGDhyWwnhYgsGAjIyojgqu46K2BPb79TuH049tUV7SCoj1h8hof29xS6n87LEXLdmWbpIueZzk7jJdkqeRMf3umkJ56D2b5W+v7JcPfuch+dqv/2Iqzu0DdXLT8X0SiwTlry/vM/W3bnDFhk45d2WLhINBSURZXccos5fdxLPhdxw3R/ZsHE8INJoIWBALyxcuWCqvTnlOcfHqNhkT74+PwT7BYEBu3z0gN2/vk3g0KLEw1z9gJ0ZpAGTNrTd88C4zD/amzhhWnh+Va4/ptiusrAw2lU7O1BAIiOm37IweihUdFbKxt3ryb27OYplSq03EXpwX8d1Su1bVq6FgQIrzItonE/pBATOnuo4uCUZOxdFXXywbe6syf3AGL3cD7ejj5kXDDJb6RLKHRlvnHZ2h6Z3HzXEyHK2R/G29/FhYWTKhzpI9sKVOtoYV13EgMH7vQjKhN0TDQSnOi0gw2XqQAGASY1v2yubelz588vEQu45LLBySxrI8iWXZT/L6+HphPEIyoc2mFu2iuPnyFJzxnCI/5r7xMXq1+pm4hySZMDOabeTKXTU2YDNm4TOHwwXdpLuGZw6QNJblybf3rJaHnnlVOqoKpKLAvuVIs/WpsxbJLx5/UUoSEemsLrRtP588c6H88vEXpdjm/SAzP9arZm7IrZgNyOlDzNILcINPnLFQOm74luowfMWO5ais3iZLZlnn46cNynmPt0hBLCLdNfS1HGFH8TWwzfqShA07dg8zfVk/9ntncuIQdFQVOLAX/yqIheW1/YcMfZb7gqPW91TJ9x78m+owYJAVfULqfPN0rjG4T5htdVelrdt34zXkxpiNKs2LzvpdZaG5Zwu6XEdePk9Ibk23ufqqtjhuUyTIhs79AwDexKs9QAZ2zFDCzH6AHkrzo7Ksrdz2ZMJs78uDwYAsbimzPckvGAzIIgf2ky2qTCC9ZImWfh8Q9ENfy8rvGPTDAYMreLXuCgQCsrC5jGRCj1vRXk7yVo680hzp9DWWt5VLb22R6jCUsrNc3b57wDPl1klvP7ZH4hEeSwBwr4+dOjj530XxsFy6rl1hNM6i3Rt/prClr2by5429VVJd5J2kq1zOsVfv6d3sAyfNm/zvwnhYLllrvL5a1VkhzeX5GT7l/krBikkMAMCrmKEQQNboY9nrkrXt0l5ZIIcOj8p1X/mt6nAAZRiH8I6ieFhe2Xd0Bo/SvIjCaJzltgG14kTy24Tbdw/Ini/+KuPfq5712cndZ9sdUtmPcllxhItQtqANBXXsv5yz2Pmdeoxt7bcGYxeq2v1AICD/9abl8pX7npJ3/M/v1AThYRt6q+U/L14uJ3/ixxk/q8tMRDroqCqUr102JJtuu0t1KADScEWChaKq9fj+OqkoiMrDf31VNs6plqpC9clkqWbCTX+I0p/jXPpmRoqPC0pYSh87dVD++76nZGxsTE4cbEj6GbfOTuy2MUykt62/ThrL8kzVV+eubJHu6kI5cUG9AxEC6nn5Xs2dLRF0wquAAKCpcDAgJy9skN1LmlSH4o4BJJ/yckdXF8lKv1sHhFT76O6BaT/fumsg6eeQu1yr7Y6q5LNobR/w/kCSLle3LnF4mcr+jR3tSLbbpKx5Bw9+1IpHQqpDcBVuMZ2THwvLmcuaVYfhCBUzdy9qKbN3Bx6l6woJgC781K1z63dd0V4h56xslYbSPNWhcE+nQCQUlJ2LGmXX4iaJhs0/atdlbJk+uT+Yra9OWjD+XDIW5h5XN25tM3VCtQeYQ0IhAEPopDjPDw8Ey/KiqkMA4KD1PdXysVMHZffiRvn7UwdlXXeV4zHkWrf6oW6eMHX5Fj+x8xSXeqjd8/LLBuGgO7+b614y0OAw21GnJ6IsBOEHGhRf13OyT2XFfWcwSdtg5uGxn/qQAGAlD992aE/1ygOwXzSURSKchddkMMXGvDJ2km5owez9e3HC/CovVJ+ANaoKY6pDAFLKpn0AzCChELCR1wc8vPwgGdNZNYB0zoqWaT9fu7nbku36mS5vM3oZw6fWOr6/Tt5/0nzZ1l+nOhRkUOmiwZLdixtVh5DU+UOt036+bgvtnhs0lamfYcIXPNrAHjO3WgpjR5MKl7Yyc5USHi1fusv1sP//7d13mJ1lmTj++0zvM5lkJm0mvYc0UighjdAhYOiIUgRFsDcsKOiuFde2/lxFVCz7VdbCKljWtoCroAiiuwpKERVCkAQRCAmBJOf3R8yQSabPOec95fO5rlzXeXPOec89p9zv8zzv/T5PtoYY9u137tsvHYjm2sqYPbapa7u9sToWTxgx3NBy6l9OW9Bt+9CpIxOKJHtKrfhl1pjimuWvWMc3Vs9s67pdXVEW09sbEoymAJTWz5hQ9JSUcc01ccD4pn4eldkf5Oim58eZZo1pjBH1uwsH922bvfHo4hg7qa3af3a3aUM8Bly0akq3tvLJiwa3gojUSjHK1SnqK09d0P+DyHunHNjz8vQRg+uHLJmY7DjAu06c2237I2f4fpJdLp0HBqTExmTJktceMT2e3PZc3L/56Tj7oAkxtc0gKlAa1OBn11FzRycdQo9effj0eHzrs3H/pqfjhcs6e11KuifZbHr5OvYtFxfNFMJsgsV6Uj/bqivK46pzFseHf3BPNNZUxBXr5vb/pD4Ucz8sk7+DXLxN6V5uk/+mtjXEB0+dH//+i7/ElFH18dojpg9pPx87c2H887fviu07dsVbjp3V46yF+ezEBePi/k1b4pb7H4sV00bF6OaauOX+x5IOi2G4fN2ceOHVv0g6jIwphPbRULz7BQfEO6//XTy+9bl41eHT4iM/ujfpkHKut+b1QNqbxdwWKlT6CbmX6S7qQZNb423Hzc5q37en3+6nXrQ43v+930dleVm844Q5Xf//2iOmxxPbnos/bn46XnTQhJg8qj5rcSWtfIjveXtjTXzihQfGp3/yxxjfUhtvOW5WhiPLnkUTWmLtrPb44d2Pxm8e/PuAnyfXkKTa8nS010acevC0orwQqxS95djM5M0PnrYg3nXD7+KmP2zKyP4G64ylnfHnx7bGHX95PI6c3R6rZuR+FTBKi4JCGKIDJ7TEr/7y96TD6LJqRlvcfM/AD16ZGKQbbnP+nEMmxhdv/fOw4ygUbz9+drz7O3d3bb/v5HkJRjM4mRpcaKmrig+fsTAj+yokSXR9e+5wF8Yo7L4DToYOKGTFelKsP5k66TPQ3395WfeJ13P5rvf1Ws11lfHh0xdm53V7eGH5cvhGNRTu0krFcLK1WIqvD506Kg69eFTSYVBkiuE3nqTTlnTGaUuGN6PxjNGN8aULDur3cfn6UVVVlMWbj3n+JMq1t/0lwWjIhLHNtUmHwAB0jKiLz5y7tGv7Iz+8J8FoBk9BB/sq1XGOYvIfFx0y5OcOJycsmjCix9duqauKj5TgOYPBOm7e2Dhu3tikw+hTT3368lQqXnn49Hjl4dNj0lu+k/ugyLliOE6cMnlXLG1Lx1HLJxbchWTsr6ayLGOrMU0eVR+fP39ZYvmsprI8Ll83p/8HQoZY8hiG6LLjZw/5udk4EfCmo2fG5FH1UVtZXjBLnrx0xZRY0NGcdBg5c+rijlg1oy2qK8riyDmj44T5+d35g3xR+N1PyL1CPOlTLIVEFI6evnKvWDMt53EkzW8PSEIxnGQaDLmWfGqf52I2ZopHqeVr4HkuaMmefGoXAFC8HMoZLgWFMESLJ7bG1Lb8mXr9gPHNceMbV8fd/3xMVk6Ezhi9/9K0I4c5g0tna11865WHxdxxTcPaT6FoqauKL7xkWfzh3cfG1ecsicaayqRDKnhrZ3Wfyvm1R8xIKBIgXx0xu/tSuG84Sp7IhUydoxxoh3fe+MxdoJCrAfMkB+YNJPSumJdWgnxTaCfRCiva7t509Mxu28dn6eK2zhF1WdkvANC/Cw+b3G377IMmJBQJ+aSQ27DFLBfF2klcQNDjahq+hGRJrlfIAShFCgphGPL1ZGw2GuiNNZXx+iN3F2GUpSLeccKcqK4oz/wLwSC86ZiZMbpp9zTVCzpb4rQlHQlHBAxWtgeV3nT0zBjTVBMREfM7moe91B35o/wfy028cs20aK3vfpFDqQ4E5bJtWqzvsRl7gIEotExx9kETui7kG9dcE6/L0oVYtVXGCMg/ZlfbX9qUU5D3htLWeOnKKV0TIEweVR8Xr56a2aDIWzkdCyi0hnCeyWW7pNCP975rQKYU2gWtkE8qkg4A2F++HtZevXZ6nLq4I8pSqRjTXJOx/eoY9Mygd/9mjWmKH71+VWze8mx0jKiNyvLir5MfUVcZj299rmv7pIXjEowGcmsoA2EzxzTGj96wKjY9tT3Gt9RGVUXx54l8kIsxy1vecnjs2JWO8S212X+xPmjGFJdC/jwL/FxBIjpHJJs/yJ7Tl3bEv//8L13bmZh9tJB/Yi11VXHdJYfGw39/Jtobq6O+uiI2/H1bVl5rQUdz/OahJ/p9nAF9ssGFAUApG91UE9959YrY+MQzMaapZtiF/nJq/ti7r5fLj2U47d9CbjuXknweR8jn2Oibvh75xvl2GDpnVIFBGddSm9FiwggdA4ansaYyJo+q77eYMFODYG89dtagn5PJr/iHT18YleW7/5axzTXxkuWT+3nG3nTkKE0N1RUxeVR9IsWEuRhAKfQrjodqdFNNr8WEw3lHnDOB0tHelNl+DfnjlWumx6iG3TOZV1eUxftOnpdwRMM33AHw6orymDyqPuqrXVtM5mg3wRD44TAAQz3q11TuPt6XzKzBfk4R4W0ASlMpNqlK8E8GEmYUEcg4lf4Uow+cMi+mtDXE0kmticaxZlZ7fOfVK+L+R7fEIVNHRktdVf9PKnA6ScWtVGrhSuXvhGzJ1SBhaQ5GluAfTV7IZL9x32/xmOaa+N5rVsTtf/pbzBjTGFPbGjL2WmRGX5//QLPSrDGN8ftHnuraHlNgRcLahwAUogYXJxSUYV1wmdBzyZ1SHAPJNweMb4rfbngyI/sa3UN/qLzMh0x+WzJpRNIhqGuAPpihEPaSq8NFPjTSnTiEwTlqzpjEiwn3mDG6MY6dN7ZoiwnzIUf2pxBiBIbGyf3SIZdDcWtrrI5j541VTJhrGUiuAz0Uv2f9vNj7/Ni/nLZg2K9dShwHM+fCw55fOaC9sTrBSACya1RDVYxsyGye0wXPXz6b4Ul6fKm8TAlAIfjnkw7I2L7mjmuOeeObu7aPmTsmqitKZMbaARqV4WNYrhVDXn7/XitIVFeUxWuPmJHT19cPhsFxKRFkUdIdhr6ots9/ij4ZjmJqFMtW7JGppcuTUMChU4Qy8XUs1u+09tcwDfOgbQni/RXrb40ilsOBkMUTR8S1Lzskfnrf5jhocmssnzYqZ689eH7Mxeytx82OyW31semp7XHWsglx6Pv/O3bu0pMdrHweRyWH9kmX2kL55aoXL046BGCAKgp8ZrpSyf+LJmR2drb/99KD4ku3/jmqK8riRQdPzOi+i8GJC8YlHULJO3PZhGiqrYzfP/JUHD9vbIxrqU06JOPB0AcFhdCPQi5egEzxKygWRuehGGmrMFj7Hg1K9SvkpHXyzlrWGV+57cGIiKgsT8UFyyf384zS43sKfVs2uTWWTc6PmeQLTSbyixy1W3lZKs4+qO8TtqXa3qLw5fx3Lq/ktZpKM13lq3w7zvgp9yyXRSvl5bn/UpjIZGjGNtfExieeyci+mmoq4xVrpmVkX0Ple0B/jps3No6bNzbpMEqCPjvDpaAQACDD6qsNsBarQhkQybeB5FxL6ykzRKX422moSW5Y4LLj50R1RXk8/PdtccFhk6O5rjKxWKA/3Y4tCeSKqvLial+W3qG65P5gGLRSbIflUj6+v/kYE8/Try4sufq4/GyHZ8+4Yi4+r71nKCzvIeGW5SgJ11YpRShmxXAsL4a/ASBbypIOAApZttoYuupEFE7RCmRbIfTnzjt0Urfttx8/J5lAKGqrZ7YlHQI9GOrR2mDV4BTbyZF8Ojf3odMWZG5ng3wDG6or4p0nzo1Pn7MkDpoyMnNxQBHY+7hfXpaKFx9iuSroT0/FL0kcczXzIH+8+wUHdNv+8OkZbPuSVfuOtfUoj/pV+Wi4K1rkU7+1ECU97lO+V0FhZ2ttdIx4flnR0U3VMWtMY8Zfs6cZGN9yzKyMv06x8VuD7LKkMQydywJgGPpr4/XWYdA4hNKiqTo4hZgjX7FmWjz4t61xz6NPxZlLJ8T8juakQ6IIveOEObHlmf+N2//8eNKh5L3hDJoXYApiiEr9s+5srY3jDhgbK6aPSjoUKAjDPSE7WHuO+5u3bI9XHT49Wuurcvr6ZF/SJ5kpXbnOZ5CkUw7siP996O9x6x8fi5XT2yyvN0y5GrNrrq2MS9ZMzc2LQQJycSjee4bCVCoVHzptQVxx/e8inY64Yt2cKCtLRezMfhyzxw6tcFFrpTAU4rkcAAZOQSEA/XrT0TPj/M//smv7uHljEowG8k9bY3V89rylSYdRkIr9XFYmZ5ud2tYQX7/40Jj0lu9kbJ/ZUFmeirHNNYN+XpF/FTJu3fzR8bEb/5jY6xfDlZ1JLuGVdO774Knz47QlnckGkQGXHTc76RAYBice+rbnuF+sks6D+cBvIPMUygH7qq0qjytPNSvhUCSZUz933pJobxz8uEKp6uujyvSn6FBbOMrLui9SeNCUkfFfr12Z8zi0z8iWoXyzcrkynK8+UAwseQx5SBuDfLNi+qg4Yf7uK3g7W2vjtUfMSDiiwfO7Asi+qoqyeN/J86OiPNluxnAKxQZ7vMjW8aW/P2F8S23fD6BfPb7FGgwF5bQlHUmHADBADjBJSeJEXk9tDAWkMDR+O6XJ554fhlN4k+QFfOy29wyFhcg3iEInDZIPFLYyXGYohL1k6uB+yJSRmdkR5ImK8rL4+FmL4gOnzI+qirKoTLhQpNDoNwxPKb1/R881+2e+K4ZZ2bKlqaYibrvsiKipLM/YPvPt3T5gfFP8dsOTSYfRq3x7vzIpV4Mfhfwbz4sTNoMI4WUrpwzrpUY1VEdLnSVgScbhM9vjqpuTmyW2GPSVsgo3E+9W6PED2XXm0s74zYN/z/nr5kNTMVPOKIKZtmEwDps2KukQyLBc5OQ1s9r6fUxP53nmjm/KRjiUkEIeWwOgOxUhkGEtdZVx2fH5v/RWMQ0ikRupVCrqqysUE0IGVZSlorJ8dwf74CmtsWpG/wM9JGuwV2eX0gBKTWV5RosJ89EbjpqZdAhkUE/tYVdtZldLXWVEREweVR/nL580rH0V+GQLRGZ/b7no3u5dtLtscmusnrm73VZelooPnWYpxS7D+GCLJQcXynBLsbzfUGjWLxofc8cp1hiOVx4+LekQyCCHo/7N62ge8nMz3y7xiRWCI2a3x4ETRvT7uPKyVLz5mFld22ctmxBjm62IQWHIZr+rUPp0ANlmhkLYSyYGU3/4ulXR1lg9/B0BEBHFPUx1/Pyx8YYjZ8amLdtjYWdLlKmOKFoTWuv3+79yn3e/khi86es1p7U1ZO51jExRgn74ulXxl789HbPGNEV9teEIClcqlYrPnbs0fv3Q36O1riomjdr/OA+wNwWc7FFTWR7XXXJo/HbDE3HKJ29NOpyC1Nlal3QIZJCucd+GO7N75g3sE0s58PVoz1hQtt+eT794yYA/g4tXT421s9tj+3O74oBhzk44nGWy9+UbVLgy+T3ItEK/+L+wo89f+fydhaQZwYcMU0xIpig0yCxjGOSrCSPrYsJIg+HFblp7QyyfNjJ+dt9jEbF7matim/FVns0s72f2JTlYlHQ7byAnFrLxHWxrrNZfomiUlaUGNOtHyclAgtMVJpOSPuYycKX0WVVXlMfiia1Jh5EzhX7ynjxWAl+tEvgTi1aSx7XBXrQ+Y3RjliIBMqmEmstZU2oF76XUxyI7FBQCAPRBgzu/7FkusxB97rylcf2vH47qyvI4Yd7YpMPpVyF3rce1WJ4l6wb4BSm071Ghxbs3hyugkMhZZkFg+Oqry/f7v6aa/vtL6X06uc21lfHEtue6tkc3Kf4HklVi5/r7lnfvxcAC2vdYQ3feHopFMeTrUiswK0X9fcQufoHeFde0KFAgtE0AYPDS6XRMbWuIueOGt/xGUqoryuO0JZ1x4oJxWV/eOommRj4Nhh41Z3S3WdBOWjguwWjIW3n0nWXw9KkKXz4dN4DS8tIVk5MOISPaG2tiycTnZ0qd39E8pNnvP3rGwm7b/3LaguGGRh4qlLbTvsXWhRI3FCPtdYDS85ZjZyUdApBHzFAIJcpgDKXGAEjh2Dc/jWyoSiaQf5Av888XX7IsFr/7R0mHkTeyddV3IafNivKyuO7iQ+OzP30gmmsr4+WrpiYd0qAN5WMt5M8sCT29X4V8VXLhRg7Dl4vvvxybWaWWswr48FJQBvo2X3rMrBjZUB0bHt8W//6LPxf0eMFnzl0Sn7zp/khHDLnNu2ZWe/zb2QfGLfdvjsOmtcWK6W2ZDRIoSA5dQJK0n+lPNr8imdh3IX2Hx7fUxppZbTG9vTFefPDEpMMB8oiCQthLIQ8gAhSr1x0xI6771Yau7XMPKZ4OTQH1KfPKyIbkluDSVigcna118c4T5w76eYMt0PSVKC65GuwrhEHFfM93+R4fFLO3Hjsr3ve93ycdRkGRs/JLZXlZV/HdbQ/8Lf7w16cSjmjoWuqq4q3HzR72fo6bNzaOmzc2AxENXSG0jxgaS7xD5iS9LKNcnRnF+j4m/f2EfFJIfcCFnS3x7hfMSzoMIA9Z8hj6kY3mb3+NiGLtTPSmkBpVuVRq34NsS/L99FEOT2drXfzrWYtiycQRcerijnj9kTOTDomEFPLMYbmW7SWVKWzlOfwtaebljvcassuR9XnnHjpp2PuQs5KXiba15nnPsjWDeKboV0H+K8uD32l+Z7LSMdDvQja+Mnl+OCtI5f8Yr/Peki+Gmzp8lwGKm4JCyKJ8bkhlM7Z8/ruBwnTignHx9YsPjX85bUE011UmHQ7klVQqFStndF+W7Pzlk5IJZhhyeWLz42ct6rb9xqNmDDmOJE7zdNYPrrF12uKObttvPW7WsGPIg/Nbw5Zkm1V7GShkNZXlMSoLM0bvmdGkCA4xA5L0DC7HHjAmqiqeHxo+YHxTgtFkhsMrZJ52a26ctWxCt+13nDAnoUhI2orpo7ptnzfMCzmSam1IHbuds89KO+8awkoapcrxJzcmtNbF6Kbn+3Yj66ti9tjC7xcwSKXSCQcGTUEhkLhiOCEN+aan31WhdMILJU7IJ28+ZmZMa2+IxpqKeNtxs2Jsc23SIeW1I+eMjpMXjY+G6opYMX1UvPCgwlpKfeWYXYN6/CsPnxbzO5qjoboiLlo5JeaNb+52fyHMUpONoouell7L/3cCIM8VwDGF3RprKuPdJx0QLXWV0dlaG5efUJwnuHUvgUJwyeqpsaCzJRqqK+LCwybHos6WpEMiIW8+ZlZMbauPxpqKePvxs2N0U03SIXWjpTc4F62aGgdO2P3bPn/5pFgyqTXpkLJqKEvcN1RXDLtwlqErK0vFe9fPi/bG6mhrrI73rJ/XNZNmKdOHKC7OOcLQVSQdALA/BzYifA+KiY8Sisdgz5EPZSBtKOaOa44fvX5VTl6rN4WU62oqy+PDZyxMOowha6wa3OMnjqyP6195WHaCKWA9tbXUwQAMjHw5fLlqJ/bl9KWdcfrSziE/37hFz1Kp1H5vjp8MDEzSs7cmpbO1Lr71iuVJh0EeOGB8c/z4DauTDiMi8qOtUshSqYjxLbVx3SV+23357buOjoiIz9/yp27/r7+RO2tnj47bLhuddBhAFjiSM1xmKIQs0uCF/OHnCMBApHN0Zlw7cXBydyKjcD8YRR0UmkL7yhZavOQXx33on7YMMGjyRr+8RflJ25Bi4bsMUNwUFAIAJKQQlhmlu8Ge5Crk2RUKN/LiMHFkXdIhFL2Wusr9/q+z1XLhewzlEGUGC2CgjaVRDftPtzu2efeSfjIJQHEp5H4x2aeYeHCS7nMNdCzTr77v77bvPQyfcysMlK8KDJ2CQhgOjX4AALJgdFNN0iH0qRjGYeqqKuK8Qyd1bZ+6uCPaG/P7fQcoFo01lfHigyd2bZ+5tDNG1O9fZAiDUQztE6A7RTfQv1Rk57cynH366QL5KJdF2dkoYtPfAXKtIukAIL/o5gDQXU+DZ65oohRoFRUeqWnwrlg3J46aOzp27YpYPm1kzl73wAkj4pb7H8voPgczKNo5wkyMQPL+6aS5cewBYyIdEYdOzV0OBgD6l2z/Uu82E7yLFDKz29KfdAledVB6fzGQNDMUQj8KsWik0BraJdjmIwGmPy/MfJZJHztzYdIhAINUzGlL+yc/pFKpOHTqqDhs+qicthVeumJKNFY/f33fO06Yk9XXO3VxR9ftmaMbY9nk1qy+HgxEMed4BiaVSsWh00bF8mm5zcEA5K99L5JxeIDk+P0BDJ2xX6AYmKEQ+tHnAT9LHapcdNQ0ZCg1pXi1Es87as7oOGnh+KTDgKI2ta0+4/tMInOPaqju9b7qyv2vx6qvLs9mOBSp5rrK+O5rVsQ379wQk0bVxwnzx2b19d5/8rxY0NkST2/fEWctm5C1wp1Cu7Cp2Exrb4j7Ht2SdBhQ8gba99RFzZEE3mjjD+TC2OaanLzOpFF1Wdu3YiV6N8A86juUVQ5nhaGxuiKe2r4j6TAiIqK1rirpEKBPAx23cngB2M0MhdBNbpoI2R4sGcxyZ+QvnyLD0VPHqJQHgdbObk86BHqh+KR4ZHuGtVw5bt7YaK6t7No+eu7ortvtjTUxb3xz1/a09oaY1t6Y0/goHp2tdfGqtdNj3YJxWZ+Zq6K8LF588MR4+aqp3b7fFJf3rp+XdAiDksmmaQk3c4uS1iHkh39+wQH7/d9bjp2VQCRERHz49AXdtj946oJeHjk8rztiRrftNx3tMye7FJbC8HzkjIXdtj/xwgOTCSQijpwzOlrrny8qXDvLmDyFqdTGGByKgd6YoRASUMpFPQCFJpsDmzpqhccxvGefetHimDuuuf8HFoCqirK49mUHxydvuj9a6irjDUfO7Hb/p89ZHB/54T2xc1fEa4+YnlCUhUOeKy0ubErWssmt8bEzF8Zrrv110qFQylQFUASOnzc2vvN/G5MOI3EvXDYhtj27I/7lB/fEszt2xRuOnBEXHjY5a68nffTtBQvHxxPbnovb//R4rJnVHsunjczK61y8emrsSqfjvke3xKlLOmLyqMzPRA8UroGmauNnubN2dnu8/+R58T/3bo6Dp46M4+aNSSyWivLdY2qfuPG+aKyp2G9MjZ4V21iK3z9A8VBQCCXKIB2lJtsz//T52om9MkD2LZ00Io45ILnBymyYPbYp/vWsRT3eN7a5Nq7M0mwg9M5spjAwJy0cr6AQYG9DGAv4xNkHxnfe8p0sBFNYystS8bKVU+NlK6cmHQoRUVaWivOXT47zl2evqDNi9wVWrztyRv8PBCAvpFKpOHPZhDhz2YSkQ4mIiBmjG+NjZ/Y8pgYAFBZLHgOJU9wI7C0bOcFVcRSzdJa+4Lk+PGsOAIPh0M7eHEPIJwO9mM1YCHSn3w7Qv8HmSs0NINdy1c9JchIRCotvCgydgkLoZpC9MQNdUDKaayuH/FypYnBK6iRCQj2ZNx8zq9v2W46d1csjs28wSzosnTSi6/abjk5myQzjFECpmDyqPqorDBkAUDjedtzspEMAenDuoZO6bS+ZOKLnB5JXSml4ruClUsaroIBZlaM4FVJeVpwJ9MbZAeiHYygQsXtpGci4hEZnz1jaGcsmtUZExLLJrXHGks5kAhmA+qryqCxPxT+fNDfqqiq6/v/Mpfkbc67p8LNHLlOKk0v5J9MF+ZXlZfHe9fMUFQI9KqmLgCgYh00flXQIQA+mtTfEy1ZOiYiI9sbqeKviX8isPhpmw2my9bRbQ1ADp7kMABS6iv4fAkAS9M3zx9pZ7UmHwDAZ7Oqutb4q/uOig+O5nemoLE/ldUHab644KtKxu7BlbyMbqpMJqB+zxjTG7x95qmv7RYdMTDCa4THwCZyyuCNOWjguXn3tnfHd/3sk6XBKUraWtWfwfBQDlIE3qlTeat+pzDp50fj9+gxA/njbcbPjjUfNjPKyVJSX+EW7a2a2xY1/2JR0GP3K1afkeDg4eTyEBxnluw4AyTPKAiUqnzrq+RRLPvG2ZJb+J3kpwS9mKpWKqoqyvC4mjIioKC/LqxOD/R2z/umkA6Kxevc1OweMb4pTDhyfg6gg9/I7c5BJFeVlUV6WP3l4D9/BwqdYklIiZ+VAb2+yXAMRkR/LKVZVlJV8MWGEVQYGxnsEQGHTDQGKQf6dFYAisvQfy0kOVqEPKmgjQX7y2xyaHpf3MLBJL5ZNbo0fv3FVXP/K5XHdxcu7LdNcrAyOZFdPy82OrC6cN71wIiUTJo6sTzoEIEcKfNiCDCmG78ERczK/IsFJC11UBEDhS/fQozcmmhmLJ45IOgSALgdPGVo9A1D8FBRCFp24cFwM5aJLMzUAw1UMJ3agULU31sT8jpao6qEQDAaruqI8zlrW2bU9u2VXtNcmGNA/aK3mn3z4TKa2NcTKGW1Jh1FUCv1iMxgK3/rCkU/DV0MtcLjwsCkxqqFq9z5SER8/a9GwY3n9kTP2+z/pHAYmn/IKsL+eigzpWV+H/mMPGBNT2lyQR3EqimN5MfwNffjnk+Z23R7fUhunLu5IMBognxX/lCmQTf0MBlaWl8UNrzosjv/Xn+YmHqBXM8Y0Jh0CCSqKTmyRcmUzpWowJ5Xf84J5sXJ6W2zZ9kyUb/jf7AWVx5y0KByfOWdJfO+3G+M11/46q6/jGwF5StUUBWZEfVV87zUr48bfPxpT2xsyMmNQZ2tdBiKD4jeQ8QBjBvRJpyCr/P6yp6K8LK5/5WHxvf/bGO1NNXHu525LOiQYElmiML34kEkxta0hHnp8Wxw9d0xUV5QnHRLZ4uQow2TaFNhLNnJqU01l5ncK9OvVa6d33a6uKIuXrZiSYDT5Qecu/xiYy2/1VaXdkfbtzB9lZak4dt7YOGHemCjXgyPPVVWUxUkLx8eiCS1JhwIAA9LWWB2nL+20/CBFrVAu0FGXDn3LZV2AJY+zq6G6Ik5b0hmrzPLfI8cDsmHA7aES+P4dOm1UnL60M5rrir+OweofMHRmKIR+DLeDVNnDWd9sL4GoUwcRr1k7PVrrKuNPj22Ns5ZNiBH1VUmHRILytb9QKAP6pej85ZPi7IMmxhEfvjnpUChS2TgJkMtUl+u0qn3bv3HNNUmHAINiQJdSZ6KAzNK3Knwj6ozbsL9i/G2nHQDItDxsV/uWM1yllCoL+VhXuJEDMBDmt4DhGEBLaUxzTcwc/fxSqxNa62LG6IYsBgVERJSXpeK85ZPjnSfOjZmWOwYG4fzlk+KKdXNjWrvjddLyb0gc8sebjp7ZbfudJ87N2ms56QkAxSNf2tgnHzi+63Z5WSouOGxygtEABSlfEhoA7CMPa71LlnFNGDozFEI/MnFlyCfOPjDe/727Y+eudLzl2Nl5MRNDZXnyMeyRB29HXtK+KR6+4oUtmznKjFvQN4fC/OWzSd4Fh02Ovz39bPzu4SfiBQvHx8LOlqRDgkExoEupMxaSGzJN/nr78XMiImLj35+Jl62aYmUJgCwYTnOjp+a69gvQn3zOE87HAAyOgkLYS7YaOdPaG+Iz5y7Nzs4H6KxlE+Irt/2la/vydXMSjAZKixMYQCHKde7K58EmyEc1leXxjhPyt03vJ50Ziu4AKFat9VXx4dMXJh0G0At99MLSW7dBbyI53vvhkYMAIHkKCqFEXLJ6atz/6Ja459Gn4oylnbGoc0TSIXVxjgzINnkGIBnGfwFKjIa3QmAA+pQPqxdRGnzVAJKjWwgUg7KkAwD2N9xBhZ6WaR7XUhtfffkh8evLj4q3Hjs7ysr0JqE38zuau22ft3xSMoEMQ0+/8Hztv4xvqe22vf7A8QlFknsG9oBCJX2RtDceNSPpEEjQ6plt3bZfvXZ61l8zX9vSxegtx87utn38/LEJRQKZo4CoOFx69Mxu28fMHZNQJPsb1dD3ktGW+GOwclUIMbKH7+7MMY25eXH6NJyvwMWrpnbbPmhy6/CCKXKvXDOt2/aFh01OKBIYvqIopCuGv4Fe7Vsicei0kckEAgVAQSEA7OPyE+ZEa/3uwaxj5o6J5VNHJRxRcXvP+gOisXr3pMlnLu2MueOa+3nG4Dl3w2AUxaAHZJmfSWkZShFENr8jh0wZGesWjMviK5DvLj16VoxpqomIiBXTR8UxB+RPQQfDd9LCcbHsHyedx7fUxuuOyH7BKJQS7bihO3HhuDh4yvP56Q15dIHD+06eH3VV5RERce4hExOOBgausrws3v2CA6KiLBVlqYi3HjsrGqotrjZY+Tb2uXZ2e6z5x0VAbY3V8bbjZvfzjNJ27qGTYs7YpoiImDm6MS5cMSXhiACK14dPXxhVFbvLpF65Zlq0N9YkHFH26PsxXFrlsJdiLiDIs/4kw7RyhgK3bFoyqTV+cuma2PLMjhjdVG0mgSxbPbM9fvbWw+OZZ3dGe1P+Ndx7OjZk6itx+Kz2zOyIkjKlrT7+uOnpru2zlnVm5XVkPiAfnbm0M96zfl6Um3G9pM0Z1xT//cZV8eS2HdHeWG0G/iGY3t6w3//VVJQPf8cZaCjXV1fEV156cGx6ans011ZGbVUG4spDxTwGBcWqrqoi/t+F+ZmfjpwzOm5969rYvmNntDfWxBdu/XPSIcGAvejgiXH8vLGxK52OkQ3VSYeT1wql+VBZXhafO29p/PXJ7dFYUxH1ikT71NZYHd98xfL429PPxoj6yqjORLucglHIswgXbuSUkn3P8b5g0fhYM7M9ntu1K0Zpd0CfzFAI/eizIaelRI584JR5XedlDpzQEqtnKELKtobqihjTXKOYMEeaairzspgwm+aNb46j82h5pHz0pn2Wk2K3966fFzWVu5vx41tq4yXLLYMClI7RTTWKCYmI3UUdY5prFBMO0biW2jh50fiu7UtWT+26Qj8flJelYkxzTV4V6wyHfiVpFaRFI5/zU3NtZcHPsOKnUrpG1FcpJhyibLUyejp2DaZJk0rtzpeKCQemqqIsxjTXKCbsov0MZE9zXaViQhgArTgYDgMc5MgZSyfEvPEtsWnL9jhkykgnzWAfiya0xJ1/+XvSYQzYmUs7410nzVUQ0Yt/v+CgaKipiIWdLUmHkpcOnjIyfvDaVXH/5i1x4IQR0VxbmXRIADBohdadLsZW24dOXxCnLumI6oqyWDyxNelwICtmjmlMOgTyVH1VeTz97M6kwyhpAylMKuRZmwCA0uWaMvKBryHDlT+XHgPQpznjmmLVjLa8mjUC8sU/nXhAVPyjOC8fa/RetnJK1+0JrXXxnvXzXG3ah8Omj1JM2I8JI+tizcx2xYQkJtep1iAcQOalUqk4dOooxYQUtWMPGBudrbVd2xft1TejtH3szEVJhwAA9KrQLkEDgOJjhkIAoODN62iO6y45NH5232OxdNKIOPVTt3a7v7U+2anL33LMrJg5ujEee3p7nLa408yEQFbkcqjVsC5QauS97maOboxNT21POgzoV3lZKr71isPi63c8GKMaquMFC8f3/yRKwhFzRseXLzwofvPQE/GB//p90uFAQbAkdX7ysQBJKdr84/QNQEQoKIS8lC6xnrkZZyA3iv2nNr+jJeZ3tERExBGz2+NHdz8aERGjGqrj8FntCUYWUVaWilMWdyQaAwxWabVGgL4MpX+SrS6NvgPkh7efMDuO+ej/PL99/OwEo8kvKYkq77TWV8XLVk5NOoy84Rv6vEOnjYpDp41SUEhOFcrYv8NZfvKxUDpK59ueLrJRWMcPgOKhoBBIXIGMocCQjairzPnsHT2dxCqln9qHTlsYH/nRPfHUMzvikjVTzQjIoNRX974ctSWGsyedNuAEsK/aKsM25KdZY5ric+ctiW/9+uGYM7Ypzl8+OemQ8lpFD/2RinINn0xqqM7vfKnQlIGoqihLOgQoKI15nvvzgaMPUKz6GsPPB859A8VADxX2ki/H9uEOMqaS7ibmyxsJeeLdL5jXbfvVa6cnFEnpaK6rjHeeODc+dPqCmNrWkPH96wwWl+Pmjem6XZaKbifEX3X4tG6P/ecXzM1ZXKVkQUdzlCn8pQ/ybuFRN5EZpy/piKry54duVs1oSzCazPIVKXyHzxodHztzUVy0aq8LeCTsHnWMqI2JI+u6tse31Mb09sz3U0rJCxaO67Z9yeppvTwS8tcV6+Z02/74WYsSigQK0yv3GbM55UCrg+xrOC2znp6rQB7oT666hC9ZPjn2Hk4+9oAxvT94sHRrh+T/e2H3tuy7X3BAQpEAmeLyHeiH/hEwXEsmjohLj5kZ37rz4ZgzrikuOMzsHYXEcaD4XXb8nNj67M545Iln4uLVU2NUQ3XXfReumBIP/m1r3L3xqXjBovGxqHNEgpHmVi6++vPGN0dtZXn8k0LNjMjHdJXk+NuK6aPif+7dnGAEZEOp1So11lTGx1+4KD76o3tjZH1VvOtE+RIKUSqVio+duSjedcPvIp2OeMcJs52QH6a3HDs7nnpmR2z4+7Z46YopMaa5JumQYNDOXDoh7n10S9zxp8fjiDntsXZWe9Ih5Z1iWwaSzOoYURcfPHV+fPanD0THiNq49JiZSYcEUFKS7NGMbKiOj565KP7txvtidFNNXHb87H6fo12RXUfPHRMXrZoSN/1+Uyyb3BqnLs6PQv9S7nn7xjNcCgqhQHSMqI2HHt+WdBjAEJSVpeKS1dPMmAB5anxLbXz+/GU93tdcWxkfPdMsEX0Zaqd0yqj6uOFVh2U0FtjbWIUFFImj546Jo+dm8Er7PGFQs0gpkuvVws6W+M9LlicdRtEY01wTnz1vadJhwLDUVpXHe9fP6/+BJaQUDiMKyjPrtCWdcdqSzqTDyBltaIDnnbhgXJy4YFz/DyQnKsvL4q3Hzo63Htt/cSdQGCx5DAXin06aG001FVFZbsChVLhSBoBSp9UDQL5Il9r0mAAA+1ALmZ+y9bH01Pz1FSBX5BuyIZXDLOY7DBQDBYXQj77OGbxkn2VL53c0Zy2Ow2eNjt9ccVTc8+5jY/Ko+qy9DgDd9Th4pjOYMd5L+qJ0AwAABi+bY5RAaXAtBcDzXnzwxG7b+bKUKwBkk4JC2MtgaxpOPnB8LPjHAF1zbWVcsW5u5oPaSyqV2v0vq68CAACZkWS7Vas5WU5AAkByrlg3N5prK5MOAwZNGxKAfHTx6qkxcWRdRESMb6mNVx8+PeGIACD7KpIOAApZXVVFfO3lh8Z9j26J0U3VMbKhOumQAAAg66orcnttmtlMk5XKow8gj0KhxOTT74D8Znls8sHiiSPiv9+wKr7564fjn799V9LhQI8GcmR1kVB+cYgrNT5w2GNcS21899Ur4s+PbY3O1tporHHhBgDFzwyFsJehdI+qKspizrimvComTOvoAT0w6Eex+f9euEhhSR7wEZSesw+aENUV5UmHAQBAH0Y2VMfssY1JhwEUKOMt9MT3glJWX10Rc8Y1KSYEoGSYoRD6oYOUfQs6m+OujU8mHQYUFamLQjGcQtcT5o+L8S218cDmp+P1X/1N5oIiIrJ/HfrCzpYsvwKZ9okXHhhVFWVxxOz2pEMByDmzzgGFaFQPF0BX5XimaQAAelfIs/GOqKva7//qqgr/IuTmDMwhZAghfyyZNCLpEKBgGT2APJSNpmM+F0a+Zu2MqCp/Ph1dfsKcBKMBoJAsmjAiTj6wI+kwGKTK8lS87sgZSYfBIB0/f2wcOWd0wSz7adbuzFFIRVb4WgFk3YzRjXHA+Kau7VUz2qK+2hwDAAAM36RR9d0uGl8+bWS09FBkmO/WLRjXdXtCa23MaDJgUcg+dNqCrtvlZal423GzE4wmWYZ0GS6jB0DixjTXxH++4tD41q8fjmntDXHaYoUhET1f2QMAuZLpkrHxLbXx+iNnxB/++lScuGBcdLbWZfgVAICkjWuuid88mHQUwN7+/YKD4nM/fSAqysvigsMmJx0OAMMwmIu9UqlCnves8Lkwj4Eq9Ativ3D+svjszx6I8lQqLlhRmG3ND546P2aPbYwtz+yIsxaPjV/dclPSITEMJx84PioryuK3G56Io+eOiemjG5MOCQqWgkIgL8wd1xxzxzUnHUaiTpg/Nr79vxsjIqKqvCzOPmhCwhFRbApkQimgwAxmyOsUFw1AydDugNL0pqNnxvd++0jX9sWrpyYYDRAR0VJXFa8/ambSYZAwbTMoXn39vgu7TAkoBM11lfH6Al+JpqayPC5ZPS0iIrZt25aRfWp7JSeVSsWJC8bFiXvNPAkMjYJCgDzxTycdELWV5fHoU9vj5aumRmNNZdIhAUDGGESB0pKtyRgqyiQTyGdT2hri384+ML5y219iWntDvOrwaUmHBAB5xaxlFApfVZKk5w8AyVNQCJAnWuur4oOnLUg6DGAADKgBQO6Vl6XihQdNTDoMoB/HzRsbx80bm3QYAABkmEWUAQBKh4JCyEPDrVPRqQPIHLOqZZf3F4CBGNNUE685Ynq01lclHQolyvUkAEAmpAyEQEnwWwcACp2CQtiLGaeAYibHDU1P75vxIBg8v5vuLlgxOX78+0eTDgMKxs/ftjbpEMg0xwUAyBljQlC8svX7ljYAoLA5J8NwlSUdAOQ7eRYoRBqJAPnt4MkjY92CcUmHUTAc1qAIFdgZSnkIACglVkHKT0nPemfMGQCgdCgohAJ0+tLObtvjW2oTigQAKFarZ7UnHUJRKytLxb+euTDuePsRcewBY5IOZ9iOmJ3d70uB1R1Bok6YP7bbdjHkGCA/LJrQ0m37JcsnJxNIDqyYPqrb9lnLOnt5JJBJ+7b7D9cvTUxaLwzowb5tpDOWDLyNNJznQiasmtmWs9fKxOyxU9rqu22ftWzC8HdKRpx36KRu28smtSYTSD/MUs5wKSiEAvTCgyZ0NSJqKsviylPnJxxRdwYbAKDwrZre1tURLktFfDCB9kaxX/ieSqViZEN11FSWJx3KsL35mFkxoq4y6TC6MWBCqXrDUTNjVENVRESMrK+KNx49M+GIgGLxznVzo7G6IiJ2X9z68lVTEo4oe9523Oxort3dthndVB2vWDMt4Yig+AxkprVVM9pi6aQREbG7X/qh0xZkOyzIa+kcdnT1qenJ3m2k9sbqeNXagbeR9m1fDea5MBRXnjo/yv7R3Fg2uTVW7lPUmu/eu35e1P5j3HjSyLo495BJyQZEl5evmhpjm2siIqKxpiLeccKchCOC7KhIOgBgf/0NpTTVVMa3X3VY3PmXv8eE1rrobK3LSVwAQOkoK0vFl196UNz2p79FW0N1TB/dOKz9DWW5JGPXhWP66Mb4/utWxrL3/Ljb/y/+x8k/CttQltXy+03O5FH18V+vXRl/eOSpmDG6Mdoaq5MOCSgSCzpb4gevXxl/3PR0HDC+ueuEcDGaPbYpfvi6lXHvo1tiztimGFFflXRIUJJ290sPjl9mqF8KxSiXyxAX+4Wf9G84bSTtK3Lt9CWdsbCzJTZv2R7LJrXmdNn4TLzUwVNGxg9etzL+8retsaCzJRqqlfbkizHNNfFfr1kZv334iZja1hBj/lFcCMVG1oF+5OuJsLqqilg+rbCupAAACktFeVkcOlV7g4Fpb6yJK9bNiXfdcFdERLTWV8U5rpwtCrmcBYPMGNVQHaOmKSTMJL8CBiqXJ6mSMLa5NsY21yYdRk60N9VEe5MTQ5BLPWXQSv1SoAAVcz96OG0k7StybcboxphRwBckdJpYKG8111Wq1aDoKSiEvRT5mC8AQMZNbasf0OMKeeCGgTt/+eToGFEXf37s6Vi3YJwrZwEAIA8Y9wYGq6l2//58VUVZApFQikrpuDVrTFP89clNSYcBAPvR8oO9FPEFQwAAGfG6I2Z03S5LRbx2r+29XXbc7K7bqVTEW46dlfXYyA9HzhkdF66YEqNdcQ5ACSrm2WgAgNIxc3RjTG9v6NpeMnFEtNRZohYy7bLjZ3fbfscJcxKKBAC6M10E9KOELoIBily1K0jJQ863Fp5XrJkalRWpuP/Rp+OMpZ0xrqXnJe9ectjkSKUi7t74VKxfND6m7TUIDRQ//Sj6owkAAAD5K5VKxZcuOCg+/t/3RmV5Wbzq8GlJhwRFacboxvjiS5bFt379cMwZ1xTnHzop6ZAAICIUFEJRSjs1AyUvlUrFws6W+PWDf4+IiObaylg1sy3ZoICiUFFeFpes7n8QubwsFReumJKVGD5+1qKs7BcAALKhlJbtA4qX8w6lZ0xzTbxn/bykw4Cit3JGW6yc4fwNAPnFVEUAUKT+5bT5sXzayFjY2RKffNGBUVnusJ8pZtXLHCfWGKxLVk+NYw4Yk3QYFAD5Bcgo7T8AIAPSBTKolDLnOJAgOYhCVyCHe4A+maEQSkTKGVUoOdPaG+P/XXhw0mEUvFUz2qK2sjy2PbczIiImj6qPynI5FZJy6TGzkg6BBMi6hce4KYXu2APGxPd++0jX9qvXTk8wGgCgEC2eOCIaqyviqe07IiJifEttvP2EOXHjH27ueszaWe1JhUcB0s8CAAbK7NIMl6mKAAD6UFtVHlesmxO1leXRWl8Vl6+bo0gbyKhCmaGi0HhbgeF4zRHTY/Ko+qgoS8VFK6fEjNENSYcEABSY6oryeOeJc6O+qjyaayvjnSfOjaltDfHKNdOioiwVE1rr4nVHzkg6TAqcUUqKkSIYCp1TSEAxMEMh5KNhNjJMBQ6QWWcumxBnLpuQdBgAAOTIrDFNceMbVycdBgCUlGIsHzllcUecsrij2/+98eiZ8cajZyYUEQAAQP/MUAgAAABATrkMDgBKm7YAAL0xcQoAJE9BIewlb5aby5MwAAAAIBt0ewEgd9bOHp10CBSYnpYbVeADAAClQ0Eh9EcfGQCALEqlMtPgzNR+YF8KvwAACsvHzlwYe7oHHSNq46xlnckGBAAAQEGpSDoAAAAAhi9vZtsGAKAbs3qRayctHB+TRtbHn/+2NVbPbIu6KqeCoFgZCQAAIBv0IgEAAOjTB06Zl+jrO0GSLCUQADA8PS0dCtm2oLMlFnS2JB0GRUQuS56+GQAAuaKgEAAAgB5dsnpqzB7bFOsWjEs6FAAAAHLEzKr5SUknpSIlBVHgxrXUJh0CREdLXfx2w5NJh0EBK0s6AAAAAPLTpcfMUkwIAAAAeUrdFUD+ef2RM5IOAeLSY2Z2237V4dMSioRCpaAQ+uOSr0FLe88AAMigoZwg0SQFAAAAAHKtY0RdfPbcJXH4rPaoKleSQzKmtDXEVS9eHIfPao+LVk6JV6xRUMjgWPIY8pFLygAASkba1RhACZL7AAAAgGK1dvboWDt7dHzx1j/F5d/6XdLhUKKOnjsmjp47JukwKFDKoaE/ivsAAAAAACCrDMUDAADkBwWFAAAAAAAZYO5NgKGTQwEAAPKDgkIAAAAgsyxnCwBAH1KmIwSKmB4xAFDoFBRCEZrf0Zx0CAAAAAAlR30MPUn5ZgAAAAAFREEhFKHO1ro45cCOru03HzMrwWgAAIBCZmYFAACA5JkIHgCAXKlIOgAgO/7ltPlx9sETorayPGaPbUo6HAAAAAAAADIo1cf64SumjYrfPPj33AUDGWJuZ4rJ9PbGpEMAGBIzFMJeiunirlQqFQdOGKGYEACAfr344IlJhwAAAABk0IUrJseIusqu7StPnZ9gNACl6eAprTF3nPP1QOExQyH0I5XAdTAdI+p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", + "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " 16288.0000000000 | 16288.0000000000 | 0.0000000000\n", + " 16289.0000000000 | 16289.0000000000 | 0.0000000000\n", + " 16290.0000000000 | 16290.0000000000 | 0.0000000000\n", + " 16291.0000000000 | 16291.0000000000 | 0.0000000000\n", + " 16292.0000000000 | 16292.0000000000 | -0.0000000000\n", + " 16293.0000000000 | 16293.0000000000 | -0.0000000000\n", + " 16294.0000000001 | 16294.0000000000 | -0.0000000001\n", + " 16295.0000000000 | 16295.0000000000 | 0.0000000000\n", + " 16296.0000000000 | 16296.0000000000 | 0.0000000000\n", + " 16297.0000000001 | 16297.0000000000 | -0.0000000001\n", + "============================================================\n", + "mean\t=\t-0.000000000000005+0.000000000002151j\n", + "std\t=\t0.000000000110425\n", + "max err\t=\t0.000000007330692\n", + "min err\t=\t0.000000000000000\n" + ] + } + ], + "source": [ + "# m = engine.example()\n", + "m = np.arange(0, engine.ctx.N//2) + np.arange(0, engine.ctx.N//2) * 1j\n", + "m_true_rotated = np.roll(m, delta)\n", + "\n", + "for level in range(engine.num_levels-1):\n", + " ct_a = engine.encodecrypt(m, pk, level)\n", + " ct_rotated = engine.rotate_single(ct_a, rotk)\n", + " m_rotated = engine.decryptcode(ct_rotated, sk)\n", + "\n", + " err_single_rotate = absmax_error(m_rotated, m_true_rotated)\n", + "\n", + " print(f\"At level {level:2d}, rotation error was {err_single_rotate:.2e}.\")\n", + "\n", + "check_errors(m_rotated, m_true_rotated)" + ] + }, + { + "cell_type": "markdown", + "id": "d9bd17c8-f280-4033-bcc8-4ee0a3435fe7", + "metadata": {}, + "source": [ + "## 4. level_up" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8b4ed6ed-03ae-445d-8956-39f9992e9c75", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:52.323802Z", + "iopub.status.busy": "2023-11-14T04:22:52.323478Z", + "iopub.status.idle": "2023-11-14T04:22:52.439232Z", + "shell.execute_reply": "2023-11-14T04:22:52.438262Z", + "shell.execute_reply.started": "2023-11-14T04:22:52.323775Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-11-14 13:22:52.357534] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-14 13:22:52.357720] Requested devices for computation are [0].\n", + "[2023-11-14 13:22:52.359223] I have generated a partitioning scheme.\n", + "[2023-11-14 13:22:52.359237] I have in total 17 levels available.\n", + "[2023-11-14 13:22:52.359245] I have 17 ordinary primes.\n", + "[2023-11-14 13:22:52.359252] I have 2 special primes.\n", + "[2023-11-14 13:22:52.392710] I prepared ntt parameters.\n", + "[2023-11-14 13:22:52.392772] ntt initialization took 0.04 seconds.\n" + ] + } + ], + "source": [ + "params = presets.params[\"silver\"]\n", + "engine = fhe.ckks_engine(verbose=True, **params)\n", + "\n", + "secret_key = engine.create_secret_key()\n", + "public_key = engine.create_public_key(sk=secret_key)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d07d414d-79ed-4023-a509-a4f9bc711e5b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "6b4288fb-e61f-4384-a637-dcc3d93570fc", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-14T04:22:52.441077Z", + "iopub.status.busy": "2023-11-14T04:22:52.440509Z", + "iopub.status.idle": "2023-11-14T04:22:53.093775Z", + "shell.execute_reply": "2023-11-14T04:22:53.092821Z", + "shell.execute_reply.started": "2023-11-14T04:22:52.441044Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "From level 0 level 15, level up error was 3.73e-08+2.92e-08j.\n", + "From level 1 level 15, level up error was 3.81e-08+2.99e-08j.\n", + "From level 2 level 7, level up error was 3.03e-08+3.63e-08j.\n", + "From level 3 level 13, level up error was 3.24e-08+3.91e-08j.\n", + "From level 4 level 7, level up error was 3.06e-08+4.34e-08j.\n", + "From level 5 level 10, level up error was 3.36e-08+3.14e-08j.\n", + "From level 6 level 8, level up error was 4.49e-08+3.62e-08j.\n", + "From level 7 level 10, level up error was 3.63e-08+3.88e-08j.\n", + "From level 8 level 12, level up error was 3.42e-08+3.03e-08j.\n", + "From level 9 level 15, level up error was 3.93e-08+3.60e-08j.\n", + "From level 10 level 11, level up error was 3.30e-08+3.26e-08j.\n", + "From level 11 level 14, level up error was 3.37e-08+3.21e-08j.\n", + "From level 12 level 13, level up error was 3.84e-08+4.08e-08j.\n", + "From level 13 level 15, level up error was 3.40e-08+4.64e-08j.\n", + "From level 14 level 15, level up error was 3.25e-08+3.94e-08j.\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "image/png": { + "height": 758, + "width": 1290 + } + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============================================================\n", + " 0.0897022546 | 0.0897022517 | -0.0000000029\n", + " -0.3166497134 | -0.3166497006 | 0.0000000128\n", + " -0.3039640284 | -0.3039640291 | -0.0000000007\n", + " -0.6350169448 | -0.6350169316 | 0.0000000132\n", + " 0.1124185663 | 0.1124185665 | 0.0000000002\n", + " -0.9747981445 | -0.9747981453 | -0.0000000008\n", + " -0.6672846839 | -0.6672846845 | -0.0000000006\n", + " -0.4554025629 | -0.4554025595 | 0.0000000034\n", + " 0.3594915931 | 0.3594915964 | 0.0000000033\n", + " -0.4665767394 | -0.4665767452 | -0.0000000058\n", + "============================================================\n", + "mean\t=\t-0.000000000003645+0.000000000007210j\n", + "std\t=\t0.000000007039614\n", + "max err\t=\t0.000000041257413\n", + "min err\t=\t0.000000000035935\n" + ] + } + ], + "source": [ + "# generate example data\n", + "a = engine.example(amin=-1, amax=1)\n", + "\n", + "for level in range(engine.num_levels-1):\n", + " # pt = engine.encode(m=a, level=level)\n", + " # ct = engine.encrypt(pt, public_key, level=0)\n", + " ct = engine.encorypt(m=a, pk=public_key, level=0)\n", + "\n", + " # level up\n", + " dst_level = np.random.randint(level+1, engine.num_levels)\n", + " ct_ = engine.level_up(ct=ct, dst_level=dst_level)\n", + " \n", + " # pt_ = engine.decrypt(ct=ct_, sk=secret_key)\n", + " # a_ = engine.decode(pt_, level=level)\n", + " a_ = engine.decrode(ct_, sk=secret_key)\n", + " err_level_up = absmax_error(a_, a)\n", + " print(f\"From level {level:2d} level {dst_level:2d}, level up error was {err_level_up:.2e}.\")\n", + "\n", + "check_errors(a_, a)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fedb4012-391d-4ccb-b44c-578b6b8fe8d9", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c62c84b-d12b-4778-a01b-d71af7e660b5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d421635c-9cf1-417b-8e1a-27a81ef175b8", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8fd84c07-62bf-4a1b-9e5f-758ef385a6e1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f01466e9-1f3d-4c90-bd35-6308eaf791c1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6283e134-14fb-4516-908c-9ba81358d756", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "620256e5-ee29-4a58-b1eb-09376b5ba09f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1108576b-2858-4006-9a84-447bc5db09eb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "24307527-0d21-4c5c-9240-168416717f52", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "63317465-bbe5-43cd-ab29-001a3bdd559b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ee2cf8ca-68b6-47a1-a630-9a7f59f531da", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "28c86264-0062-476b-965e-bf4d14c3f468", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "liberate", + "language": "python", + "name": "liberate" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/[Example] MultiParty Enc & Dec.ipynb b/examples/[Example] MultiParty Enc & Dec.ipynb new file mode 100644 index 0000000..543d9df --- /dev/null +++ b/examples/[Example] MultiParty Enc & Dec.ipynb @@ -0,0 +1,266 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "6a1a630e", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:02:59.461251Z", + "iopub.status.busy": "2023-11-19T17:02:59.461093Z", + "iopub.status.idle": "2023-11-19T17:03:01.780708Z", + "shell.execute_reply": "2023-11-19T17:03:01.779397Z", + "shell.execute_reply.started": "2023-11-19T17:02:59.461233Z" + } + }, + "outputs": [], + "source": [ + "import math\n", + "import numpy as np\n", + "import torch\n", + "from tqdm.notebook import tqdm\n", + "\n", + "from liberate import fhe\n", + "from liberate.fhe import presets\n", + "import liberate" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9044dcbf", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:03:01.784378Z", + "iopub.status.busy": "2023-11-19T17:03:01.783571Z", + "iopub.status.idle": "2023-11-19T17:03:03.805008Z", + "shell.execute_reply": "2023-11-19T17:03:03.803922Z", + "shell.execute_reply.started": "2023-11-19T17:03:01.784351Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-11-20 02:03:01.832507] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-20 02:03:01.832784] Requested devices for computation are [0].\n", + "[2023-11-20 02:03:01.834690] I have generated a partitioning scheme.\n", + "[2023-11-20 02:03:01.834711] I have in total 17 levels available.\n", + "[2023-11-20 02:03:01.834719] I have 17 ordinary primes.\n", + "[2023-11-20 02:03:01.834726] I have 2 special primes.\n", + "[2023-11-20 02:03:03.443537] I prepared ntt parameters.\n", + "[2023-11-20 02:03:03.443634] ntt initialization took 1.61 seconds.\n", + ">>\tGenerate CKKS engine\n", + "\n", + "CPU times: user 1.5 s, sys: 271 ms, total: 1.77 s\n", + "Wall time: 2.01 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "params = presets.params[\"silver\"]\n", + "engine = fhe.ckks_engine(verbose=True, **params)\n", + "print(\">>\\tGenerate CKKS engine\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "393b2beb", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:03:03.806996Z", + "iopub.status.busy": "2023-11-19T17:03:03.806547Z", + "iopub.status.idle": "2023-11-19T17:03:04.917914Z", + "shell.execute_reply": "2023-11-19T17:03:04.917456Z", + "shell.execute_reply.started": "2023-11-19T17:03:03.806956Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "====================================================================================================\n", + "|\tnum_of_parties\t:\t5\n", + "----------------------------------------------------------------------------------------------------\n", + "|\t>> level : 0\t2.547722033341415e-10+9.599448347330508e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 1\t2.101305796031738e-10+9.494556252320763e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 2\t2.354454409214668e-10+9.415256130296257e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 3\t2.594617853901582e-10+9.473609452470555e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 4\t2.623892214614898e-10+9.480544349571574e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 5\t2.331130843913343e-10+9.515161991657806e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 6\t2.282902755723626e-10+9.453273719373101e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 7\t2.281979050167138e-10+9.418428703611426e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 8\t2.355307060497580e-10+9.458005933993263e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 9\t2.190176928706933e-10+9.469051320820654e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 10\t2.359001882723533e-10+9.589333771486963e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 11\t2.620694772303978e-10+9.447646220905881e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 12\t2.345359462196939e-10+9.484324436925817e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 13\t2.331432824576041e-10+9.474071305248799e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 14\t2.204672000516439e-10+9.561034630678478e-09j\t|\n", + "====================================================================================================\n", + "|\t>> level : 15\t2.389981546002673e-10+9.441151860301034e-09j\t|\n", + "====================================================================================================\n", + "CPU times: user 182 ms, sys: 61.5 ms, total: 244 ms\n", + "Wall time: 1.1 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "print(\"=====\"*20)\n", + "num_of_parties = 5\n", + "print(f\"|\\tnum_of_parties\\t:\\t{num_of_parties}\")\n", + "print(\"-----\"*20)\n", + "for level in range(engine.num_levels):\n", + "\n", + " delta = 5\n", + " amin, amax = -255, 255\n", + " m = engine.example(amin=amin, amax=amax)\n", + " ############################\n", + " #### generate sks ####\n", + " ############################\n", + " sks = [engine.create_secret_key() for _ in range(num_of_parties)]\n", + "\n", + " ############################\n", + " #### generate pks ####\n", + " ############################\n", + " pks = [engine.create_public_key(sk=sks[0])]\n", + " crs = engine.clone(pks[0]).data[1]\n", + " for sk in sks[1:]:\n", + " pks.append(engine.multiparty_create_public_key(sk, a=crs))\n", + "\n", + " cpk = engine.multiparty_create_collective_public_key(pks=pks)\n", + "\n", + " ###################\n", + " #### enc ####\n", + " ###################\n", + " ct = engine.encorypt(m, cpk, level=level)\n", + "\n", + " ###################\n", + " #### dec ####\n", + " ###################\n", + " pcts = [engine.multiparty_decrypt_head(ct, sks[0])]\n", + " for sk in sks[1:]:\n", + " pcts.append(engine.multiparty_decrypt_partial(ct, sk))\n", + " m_ = engine.multiparty_decrypt_fusion(pcts, level=level)\n", + "\n", + " print(f\"|\\t>> level : {level:2d}\\t{engine.absmax_error(m_, m):.15e}\\t|\")\n", + " print(\"=====\"*20)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3a90fcdd", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2d11fe5f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1c9914f2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b034866", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "44dc6812", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "95f87df2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9a242138", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "liberate", + "language": "python", + "name": "liberate" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/[Example] Multiparty Evk.ipynb b/examples/[Example] Multiparty Evk.ipynb new file mode 100644 index 0000000..7795d3a --- /dev/null +++ b/examples/[Example] Multiparty Evk.ipynb @@ -0,0 +1,444 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "38045696-33c2-49e0-9388-90db32aad82e", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:53.335779Z", + "iopub.status.busy": "2023-11-19T17:05:53.335537Z", + "iopub.status.idle": "2023-11-19T17:05:55.951893Z", + "shell.execute_reply": "2023-11-19T17:05:55.950719Z", + "shell.execute_reply.started": "2023-11-19T17:05:53.335752Z" + } + }, + "outputs": [], + "source": [ + "from liberate import fhe\n", + "from liberate.fhe import presets\n", + "from liberate.utils.helpers import absmax_error" + ] + }, + { + "cell_type": "markdown", + "id": "784b87f7", + "metadata": {}, + "source": [ + "# 1. Set params" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "74c349e2", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:55.956006Z", + "iopub.status.busy": "2023-11-19T17:05:55.955008Z", + "iopub.status.idle": "2023-11-19T17:05:57.969287Z", + "shell.execute_reply": "2023-11-19T17:05:57.968319Z", + "shell.execute_reply.started": "2023-11-19T17:05:55.955972Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'logN': 15, 'num_special_primes': 2, 'devices': [0], 'scale_bits': 40, 'num_scales': None}\n", + "[2023-11-20 02:05:56.001708] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-20 02:05:56.001819] Requested devices for computation are [0].\n", + "[2023-11-20 02:05:56.003384] I have generated a partitioning scheme.\n", + "[2023-11-20 02:05:56.003399] I have in total 17 levels available.\n", + "[2023-11-20 02:05:56.003407] I have 17 ordinary primes.\n", + "[2023-11-20 02:05:56.003414] I have 2 special primes.\n", + "[2023-11-20 02:05:57.592752] I prepared ntt parameters.\n", + "[2023-11-20 02:05:57.592887] ntt initialization took 1.59 seconds.\n" + ] + } + ], + "source": [ + "params = presets.params[\"silver\"]\n", + "\n", + "num_of_parties = 10\n", + "print(params)\n", + "\n", + "engine = fhe.ckks_engine(verbose=True, **params)" + ] + }, + { + "cell_type": "markdown", + "id": "8511dc85", + "metadata": {}, + "source": [ + "# 2. Generate sk, cpk" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d6887ca7", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:57.971754Z", + "iopub.status.busy": "2023-11-19T17:05:57.971191Z", + "iopub.status.idle": "2023-11-19T17:05:57.982896Z", + "shell.execute_reply": "2023-11-19T17:05:57.982266Z", + "shell.execute_reply.started": "2023-11-19T17:05:57.971712Z" + } + }, + "outputs": [], + "source": [ + "###################################\n", + "#### generate secret key ####\n", + "###################################\n", + "sks = [engine.create_secret_key() for _ in range(num_of_parties)]\n", + "\n", + "\n", + "###################################\n", + "#### generate public key ####\n", + "###################################\n", + "pks = [engine.create_public_key(sk=sks[0])]\n", + "crs = engine.clone(pks[0]).data[1]\n", + "for sk in sks[1:]:\n", + " pks.append(engine.multiparty_create_public_key(sk, a=crs))\n", + "\n", + "##############################################\n", + "#### generate collective public key ####\n", + "##############################################\n", + "cpk = engine.multiparty_create_collective_public_key(pks=pks)" + ] + }, + { + "cell_type": "markdown", + "id": "7c7ec818", + "metadata": {}, + "source": [ + "# 3. Generate Collective Evaluation Key (cevk)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "3d2f7deb", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:57.984012Z", + "iopub.status.busy": "2023-11-19T17:05:57.983660Z", + "iopub.status.idle": "2023-11-19T17:05:58.345564Z", + "shell.execute_reply": "2023-11-19T17:05:58.344688Z", + "shell.execute_reply.started": "2023-11-19T17:05:57.983994Z" + } + }, + "outputs": [], + "source": [ + "evks_share = [engine.create_key_switching_key(sks[0], sks[0])]\n", + "crs = engine.generate_rotation_crs(evks_share[0])\n", + "\n", + "# generate each party's evk_share\n", + "for sk in sks[1:]:\n", + " evks_share.append(engine.multiparty_create_key_switching_key(sk, sk, a=crs))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "374f9cc2", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:58.346666Z", + "iopub.status.busy": "2023-11-19T17:05:58.346487Z", + "iopub.status.idle": "2023-11-19T17:05:58.352938Z", + "shell.execute_reply": "2023-11-19T17:05:58.352123Z", + "shell.execute_reply.started": "2023-11-19T17:05:58.346650Z" + } + }, + "outputs": [], + "source": [ + "########################\n", + "#### add evks_share ####\n", + "########################\n", + "evk_sum = engine.multiparty_sum_evk_share(evks_share)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "062c6e2f", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:58.353977Z", + "iopub.status.busy": "2023-11-19T17:05:58.353740Z", + "iopub.status.idle": "2023-11-19T17:05:58.699788Z", + "shell.execute_reply": "2023-11-19T17:05:58.698854Z", + "shell.execute_reply.started": "2023-11-19T17:05:58.353960Z" + } + }, + "outputs": [], + "source": [ + "######################################\n", + "#### mult sk_i and evks_sum ####\n", + "######################################\n", + "evk_sum_mult = [engine.multiparty_mult_evk_share_sum(evk_sum, sk) for sk in sks]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8896c4f9", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:58.701795Z", + "iopub.status.busy": "2023-11-19T17:05:58.701534Z", + "iopub.status.idle": "2023-11-19T17:05:58.710242Z", + "shell.execute_reply": "2023-11-19T17:05:58.709404Z", + "shell.execute_reply.started": "2023-11-19T17:05:58.701778Z" + } + }, + "outputs": [], + "source": [ + "###################################\n", + "#### sum up evk sum mult ####\n", + "###################################\n", + "\n", + "cevk = engine.multiparty_sum_evk_share_mult(evk_sum_mult)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8b79ffca", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:58.710918Z", + "iopub.status.busy": "2023-11-19T17:05:58.710750Z", + "iopub.status.idle": "2023-11-19T17:05:59.899197Z", + "shell.execute_reply": "2023-11-19T17:05:59.898058Z", + "shell.execute_reply.started": "2023-11-19T17:05:58.710901Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "====================================================================================================\n", + "|\tfrom\t|\t\t multiparty cevk 16\t\t\t\t|\tto\t|\n", + "====================================================================================================\n", + "|\t 0\t| abs max error : 5.251673428574577e-05+5.305385275278240e-05j\t|\t1\t|\n", + "====================================================================================================\n", + "|\t 1\t| abs max error : 4.791437095263973e-05+6.368057802319527e-05j\t|\t2\t|\n", + "====================================================================================================\n", + "|\t 2\t| abs max error : 5.366812183638103e-05+5.742147914133966e-05j\t|\t3\t|\n", + "====================================================================================================\n", + "|\t 3\t| abs max error : 6.590963312191889e-05+6.023500463925302e-05j\t|\t4\t|\n", + "====================================================================================================\n", + "|\t 4\t| abs max error : 5.644744669552892e-05+5.796311597805470e-05j\t|\t5\t|\n", + "====================================================================================================\n", + "|\t 5\t| abs max error : 5.967102515569422e-05+5.590888031292707e-05j\t|\t6\t|\n", + "====================================================================================================\n", + "|\t 6\t| abs max error : 5.736774255638011e-05+7.757947605568916e-05j\t|\t7\t|\n", + "====================================================================================================\n", + "|\t 7\t| abs max error : 5.496021731232759e-05+5.005866114515811e-05j\t|\t8\t|\n", + "====================================================================================================\n", + "|\t 8\t| abs max error : 4.584088196679659e-05+6.713401671731845e-05j\t|\t9\t|\n", + "====================================================================================================\n", + "|\t 9\t| abs max error : 7.109152647899464e-05+8.031859761103988e-05j\t|\t10\t|\n", + "====================================================================================================\n", + "|\t10\t| abs max error : 8.494409030390671e-05+7.240792911034077e-05j\t|\t11\t|\n", + "====================================================================================================\n", + "|\t11\t| abs max error : 6.169732205307810e-05+5.162700836081058e-05j\t|\t12\t|\n", + "====================================================================================================\n" + ] + } + ], + "source": [ + "print(\"=====\"*20)\n", + "print(f\"|\\tfrom\\t|\\t\\t multiparty cevk {engine.num_levels}\\t\\t\\t\\t|\\tto\\t|\")\n", + "print(\"=====\"*20)\n", + "for level in range(engine.num_levels-4):\n", + " amin, amax = -255, 255\n", + " m = engine.example(amin=amin, amax=amax)\n", + " m_r = m*m\n", + " ct = engine.encorypt(m, cpk, level=level)\n", + " ct_ = engine.mult(ct, ct, evk=cevk)\n", + "\n", + " pcts = [engine.multiparty_decrypt_head(ct_, sks[0])]\n", + " for sk in sks[1:]:\n", + " pcts.append(engine.multiparty_decrypt_partial(ct_, sk))\n", + " m_ = engine.multiparty_decrypt_fusion(pcts, level=ct_.level)\n", + "\n", + " print(f\"|\\t{level:2d}\\t| abs max error : {absmax_error(m_, m_r):.15e}\\t|\\t{level+1}\\t|\")\n", + " print(\"=====\"*20)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d1a11bc4", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:05:59.900692Z", + "iopub.status.busy": "2023-11-19T17:05:59.900382Z", + "iopub.status.idle": "2023-11-19T17:06:00.246941Z", + "shell.execute_reply": "2023-11-19T17:06:00.245967Z", + "shell.execute_reply.started": "2023-11-19T17:05:59.900675Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "====================================================================================================\n", + "|\tfrom\t|\t\t multiparty cevk 16\t\t\t\t|\tto\t|\n", + "====================================================================================================\n", + "|\t 0\t| abs max error : 8.379804057767615e-04+6.419643473236647e-04j\t|\t2\t|\n", + "====================================================================================================\n", + "|\t 1\t| abs max error : 6.829361882410012e-04+7.481787697543041e-04j\t|\t3\t|\n", + "====================================================================================================\n", + "|\t 2\t| abs max error : 7.354890913120471e-04+1.435421461337683e-03j\t|\t4\t|\n", + "====================================================================================================\n", + "|\t 3\t| abs max error : 6.530667833430925e-04+6.227328467502957e-04j\t|\t5\t|\n", + "====================================================================================================\n", + "|\t 4\t| abs max error : 8.230251332861371e-04+1.020490788960160e-03j\t|\t6\t|\n", + "====================================================================================================\n", + "|\t 5\t| abs max error : 5.370494982344098e-04+7.487396105716471e-04j\t|\t7\t|\n", + "====================================================================================================\n", + "|\t 6\t| abs max error : 7.269913658092264e-04+6.819810532761039e-04j\t|\t8\t|\n", + "====================================================================================================\n", + "|\t 7\t| abs max error : 5.843273902428336e-04+6.542416995216627e-04j\t|\t9\t|\n", + "====================================================================================================\n", + "|\t 8\t| abs max error : 7.579360317322426e-04+5.360916848076158e-04j\t|\t10\t|\n", + "====================================================================================================\n", + "|\t 9\t| abs max error : 7.405066025967244e-04+6.557972155860625e-04j\t|\t11\t|\n", + "====================================================================================================\n", + "|\t10\t| abs max error : 7.289554341696203e-04+5.919641971559031e-04j\t|\t12\t|\n", + "====================================================================================================\n", + "|\t11\t| abs max error : 7.807071560819168e-04+7.009781235183254e-04j\t|\t13\t|\n", + "====================================================================================================\n", + "|\t12\t| abs max error : 6.832058497820981e-04+6.227795997801877e-04j\t|\t14\t|\n", + "====================================================================================================\n", + "|\t13\t| abs max error : 7.307229279831517e-04+7.105971340024553e-04j\t|\t15\t|\n", + "====================================================================================================\n" + ] + } + ], + "source": [ + "print(\"=====\"*20)\n", + "print(f\"|\\tfrom\\t|\\t\\t multiparty cevk {engine.num_levels}\\t\\t\\t\\t|\\tto\\t|\")\n", + "print(\"=====\"*20)\n", + "for level in range(engine.num_levels-2):\n", + " amin, amax = -10, 10\n", + " m = engine.example(amin=amin, amax=amax)\n", + " m_r = m*m*m*m\n", + " ct = engine.encorypt(m, cpk, level=level)\n", + " ct_ = engine.mult(ct, ct, evk=cevk)\n", + " ct_ = engine.mult(ct_, ct_, evk=cevk)\n", + "\n", + " pcts = [engine.multiparty_decrypt_head(ct_, sks[0])]\n", + " for sk in sks[1:]:\n", + " pcts.append(engine.multiparty_decrypt_partial(ct_, sk))\n", + " m_ = engine.multiparty_decrypt_fusion(pcts, level=ct_.level)\n", + "\n", + " print(f\"|\\t{level:2d}\\t| abs max error : {absmax_error(m_, m_r):.15e}\\t|\\t{ct_.level}\\t|\")\n", + " print(\"=====\"*20)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c2dd2f2-717f-40f5-80af-0777a6d34b65", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "279de76c-e154-4676-b734-147187e5ab9b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1dcfe5bb-9c40-4116-8ee9-57ebb4251cf5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0888ca13", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "50dca59f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "243d19a0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cac9867a", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "liberate", + "language": "python", + "name": "liberate" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/[Example] Multiparty Galois.ipynb b/examples/[Example] Multiparty Galois.ipynb new file mode 100644 index 0000000..8c3a90f --- /dev/null +++ b/examples/[Example] Multiparty Galois.ipynb @@ -0,0 +1,872 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "dbf1e8a6-92a3-4186-a8f0-40dc91c0d34e", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:49.070288Z", + "iopub.status.busy": "2023-11-19T17:06:49.070057Z", + "iopub.status.idle": "2023-11-19T17:06:51.528174Z", + "shell.execute_reply": "2023-11-19T17:06:51.527129Z", + "shell.execute_reply.started": "2023-11-19T17:06:49.070263Z" + } + }, + "outputs": [], + "source": [ + "from liberate import fhe\n", + "from liberate.fhe import presets\n", + "import numpy as np" + ] + }, + { + "cell_type": "markdown", + "id": "d6813240-772d-4688-8dc4-2b757ab31f9d", + "metadata": {}, + "source": [ + "# Generate Engine with paramerers" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d254d7e8-e95d-450d-b69a-b5270bf04365", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:51.532142Z", + "iopub.status.busy": "2023-11-19T17:06:51.531324Z", + "iopub.status.idle": "2023-11-19T17:06:53.368345Z", + "shell.execute_reply": "2023-11-19T17:06:53.367476Z", + "shell.execute_reply.started": "2023-11-19T17:06:51.532111Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'logN': 15, 'num_special_primes': 2, 'devices': [0], 'scale_bits': 40, 'num_scales': None}\n", + "[2023-11-20 02:06:51.575845] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 15\n", + " N\t\t\t\t= 32,768\n", + " Number of special primes\t= 2\n", + " Number of scales\t\t= 16\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '821' bits out of available maximum '829' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516280833, 1099506515969, 1099520606209, 1099504549889, 1099523555329, 1099503894529, 1099527946241, 1099503370241, 1099529060353, 1099498258433, 1099531223041, 1099469684737, 1099532009473, 1152921504606584833, 1152921504598720513, 1152921504597016577].\n", + "[2023-11-20 02:06:51.575963] Requested devices for computation are [0].\n", + "[2023-11-20 02:06:51.577361] I have generated a partitioning scheme.\n", + "[2023-11-20 02:06:51.577376] I have in total 17 levels available.\n", + "[2023-11-20 02:06:51.577384] I have 17 ordinary primes.\n", + "[2023-11-20 02:06:51.577391] I have 2 special primes.\n", + "[2023-11-20 02:06:52.994840] I prepared ntt parameters.\n", + "[2023-11-20 02:06:52.994939] ntt initialization took 1.42 seconds.\n" + ] + } + ], + "source": [ + "params = presets.params[\"silver\"]\n", + "print(params)\n", + "engine = fhe.ckks_engine(**params, verbose=True)" + ] + }, + { + "cell_type": "markdown", + "id": "27d30220-31bc-4826-9b52-b9918503590b", + "metadata": {}, + "source": [ + "# Set number of parties" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d991a45e-ce73-4eae-b6ef-352e04be66b8", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:53.369936Z", + "iopub.status.busy": "2023-11-19T17:06:53.369355Z", + "iopub.status.idle": "2023-11-19T17:06:53.373211Z", + "shell.execute_reply": "2023-11-19T17:06:53.372761Z", + "shell.execute_reply.started": "2023-11-19T17:06:53.369905Z" + } + }, + "outputs": [], + "source": [ + "num_of_parties = 5" + ] + }, + { + "cell_type": "markdown", + "id": "945ffbed-f080-4022-b207-17d9f21296a2", + "metadata": {}, + "source": [ + "# Generate test data" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "5989214c-9f97-4c13-98da-9d97e2e344c5", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:53.373929Z", + "iopub.status.busy": "2023-11-19T17:06:53.373757Z", + "iopub.status.idle": "2023-11-19T17:06:53.379109Z", + "shell.execute_reply": "2023-11-19T17:06:53.378714Z", + "shell.execute_reply.started": "2023-11-19T17:06:53.373913Z" + } + }, + "outputs": [], + "source": [ + "amin, amax = -256., 255.\n", + "m = engine.example(amin=amin, amax=amax)" + ] + }, + { + "cell_type": "markdown", + "id": "485c10a1-1ba0-40aa-adfa-bf6793770a70", + "metadata": {}, + "source": [ + "# Create each party's Secret key" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d17ae010-33a9-4a0b-bfd2-685bb7c58fc9", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:53.379883Z", + "iopub.status.busy": "2023-11-19T17:06:53.379625Z", + "iopub.status.idle": "2023-11-19T17:06:53.688534Z", + "shell.execute_reply": "2023-11-19T17:06:53.687870Z", + "shell.execute_reply.started": "2023-11-19T17:06:53.379867Z" + } + }, + "outputs": [], + "source": [ + "############################\n", + "#### generate sks ####\n", + "############################\n", + "sks = [engine.create_secret_key() for _ in range(num_of_parties)]" + ] + }, + { + "cell_type": "markdown", + "id": "c5e5f7cb-508a-44dc-87c9-94ca46a5dd63", + "metadata": {}, + "source": [ + "# Create each party's Public key with CRS `a`" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "13df863f-f988-4ee5-9a21-b3e924bd3b2c", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:53.689304Z", + "iopub.status.busy": "2023-11-19T17:06:53.689113Z", + "iopub.status.idle": "2023-11-19T17:06:54.048343Z", + "shell.execute_reply": "2023-11-19T17:06:54.047784Z", + "shell.execute_reply.started": "2023-11-19T17:06:53.689288Z" + } + }, + "outputs": [], + "source": [ + "############################\n", + "#### generate pks ####\n", + "############################\n", + "pks = [engine.create_public_key(sk=sks[0])]\n", + "crs = engine.clone(pks[0]).data[1]\n", + "for sk in sks[1:]:\n", + " pks.append(engine.multiparty_create_public_key(sk, a=crs))" + ] + }, + { + "cell_type": "markdown", + "id": "9d138929-d795-48cc-88e3-3defbadc4171", + "metadata": {}, + "source": [ + "# Generate CPK(Collective Public Key)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d1de1c33-8941-4cd9-816a-f2bf335248b1", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:54.050898Z", + "iopub.status.busy": "2023-11-19T17:06:54.050209Z", + "iopub.status.idle": "2023-11-19T17:06:54.053919Z", + "shell.execute_reply": "2023-11-19T17:06:54.053379Z", + "shell.execute_reply.started": "2023-11-19T17:06:54.050879Z" + } + }, + "outputs": [], + "source": [ + "cpk = engine.multiparty_create_collective_public_key(pks=pks)" + ] + }, + { + "cell_type": "markdown", + "id": "31abb074-4ef7-4fe6-a619-c77c781344fb", + "metadata": {}, + "source": [ + "# Create each party's galois key with CRS `a`" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "fc91a5ff-4f23-4110-8a5f-d166f736b2d8", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:54.054586Z", + "iopub.status.busy": "2023-11-19T17:06:54.054432Z", + "iopub.status.idle": "2023-11-19T17:06:56.287367Z", + "shell.execute_reply": "2023-11-19T17:06:56.286262Z", + "shell.execute_reply.started": "2023-11-19T17:06:54.054568Z" + } + }, + "outputs": [], + "source": [ + "galks = [engine.create_galois_key(sks[0])]\n", + "crss = engine.generate_galois_crs(galks[0])\n", + "for sk in sks[1:]:\n", + " galks.append(engine.multiparty_create_galois_key(sk=sk, a=crss))" + ] + }, + { + "cell_type": "markdown", + "id": "a326de29-edc1-4462-98a5-05ebb7ed3d71", + "metadata": {}, + "source": [ + "# Genrate CGALK(Collective Galois key)." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "fc862c03-876a-49fa-80b9-e3a2dc7584f6", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:56.288509Z", + "iopub.status.busy": "2023-11-19T17:06:56.288337Z", + "iopub.status.idle": "2023-11-19T17:06:57.009631Z", + "shell.execute_reply": "2023-11-19T17:06:57.008624Z", + "shell.execute_reply.started": "2023-11-19T17:06:56.288492Z" + } + }, + "outputs": [], + "source": [ + "cgalk = engine.multiparty_generate_galois_key(galks)" + ] + }, + { + "cell_type": "markdown", + "id": "00a49f8d-06f2-4b26-a218-e072de37a16a", + "metadata": {}, + "source": [ + "# Encrypt data with CPK" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d4261ef5-a091-4a60-b52c-d8ff4a279b6f", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:57.010816Z", + "iopub.status.busy": "2023-11-19T17:06:57.010644Z", + "iopub.status.idle": "2023-11-19T17:06:57.370840Z", + "shell.execute_reply": "2023-11-19T17:06:57.369647Z", + "shell.execute_reply.started": "2023-11-19T17:06:57.010799Z" + } + }, + "outputs": [], + "source": [ + "ct = engine.encorypt(m, cpk)" + ] + }, + { + "cell_type": "markdown", + "id": "531c1658-6431-464c-8bf4-d2d80a267d8d", + "metadata": {}, + "source": [ + "# Rotation with galk & delta" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a99b0476-91d2-4cf6-9b6b-f37cc1166cab", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:57.372379Z", + "iopub.status.busy": "2023-11-19T17:06:57.372043Z", + "iopub.status.idle": "2023-11-19T17:06:57.392853Z", + "shell.execute_reply": "2023-11-19T17:06:57.392039Z", + "shell.execute_reply.started": "2023-11-19T17:06:57.372353Z" + } + }, + "outputs": [], + "source": [ + "# delta = np.random.randint(-engine.num_slots*2, engine.num_slots*2)\n", + "# delta = np.random.randint(-engine.num_slots, engine.num_slots)\n", + "delta = np.random.randint(-10, 10)\n", + "ct_rotated = engine.rotate_galois(ct, gk=cgalk, delta=delta)" + ] + }, + { + "cell_type": "markdown", + "id": "6bc22550-310e-4400-9965-abb14220e3e6", + "metadata": {}, + "source": [ + "# Decrypt using each party's secret key and Decode" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "55d4f6f9-41c8-4392-8eaf-7053725a030d", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:57.393929Z", + "iopub.status.busy": "2023-11-19T17:06:57.393680Z", + "iopub.status.idle": "2023-11-19T17:06:57.445997Z", + "shell.execute_reply": "2023-11-19T17:06:57.445025Z", + "shell.execute_reply.started": "2023-11-19T17:06:57.393912Z" + } + }, + "outputs": [], + "source": [ + "pcts = [engine.multiparty_decrypt_head(ct_rotated, sks[0])]\n", + "for sk in sks[1:]:\n", + " pcts.append(engine.multiparty_decrypt_partial(ct_rotated, sk))\n", + "m_ = engine.multiparty_decrypt_fusion(pcts, level=ct_rotated.level)" + ] + }, + { + "cell_type": "markdown", + "id": "57218758-8104-480f-aaaf-2eb23a48148c", + "metadata": {}, + "source": [ + "# Check the results and errors" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "78a9fffd-98f7-4fee-89bd-cbadda4b5739", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:57.447195Z", + "iopub.status.busy": "2023-11-19T17:06:57.446946Z", + "iopub.status.idle": "2023-11-19T17:06:57.454857Z", + "shell.execute_reply": "2023-11-19T17:06:57.453987Z", + "shell.execute_reply.started": "2023-11-19T17:06:57.447178Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "delta : 9 =====================================================================================\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 34.818119550 | 34.8181195 | 4.840217e-11 | -9 |\n", + "| 1 |\t 129.081521490 | 102.798034971 | 102.798035 | -1.254818e-11 | -8 |\n", + "| 2 |\t 60.165638591 | -219.147357810 | -219.147358 | -5.400125e-12 | -7 |\n", + "| 3 |\t -62.414612296 | 225.176963448 | 225.176963 | 5.110223e-11 | -6 |\n", + "| 4 |\t 175.941739747 | 195.368883493 | 195.368883 | -5.178435e-11 | -5 |\n", + "| 5 |\t -106.448713128 | -183.902003065 | -183.902003 | 7.813128e-11 | -4 |\n", + "| 6 |\t 159.900464849 | -144.282055301 | -144.282055 | -7.574386e-11 | -3 |\n", + "| 7 |\t 201.451774585 | 31.183065478 | 31.1830655 | -3.209877e-11 | -2 |\n", + "| 8 |\t 247.623069234 | 135.672543618 | 135.672544 | 5.252332e-11 | -1 |\n", + "| 9 |\t 132.413022439 | -193.318424185 | -193.318424 | 7.460699e-11 | 0 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.48999010481964e-09\n", + "=====================================================================================\n" + ] + } + ], + "source": [ + "idx = 10\n", + "print(f\"delta : {delta}\", \"=====\"*17)\n", + "print(f\"| idx |\\t original\\t|\\trolled\\t |\\tencrypted |\\t error\\t | idx |\")\n", + "print(\"=====\"*17)\n", + "for idx, (x, y, z) in enumerate(zip(m[:idx], np.roll(m, delta)[:idx], m_[:idx])):\n", + " print(f\"| {idx:3d} |\\t{x.real:15.9f} | {y.real:15.9f} | {z.real:15.9} | {(z-y).real:13e} | {idx-delta:>3d} |\")\n", + "print(\"=====\"*17)\n", + "print(f\">>\\tABS max error {np.abs(np.roll(m, delta) - m_).max()}\")\n", + "print(\"=====\"*17)" + ] + }, + { + "cell_type": "markdown", + "id": "16563368-f75f-4b2d-ae86-438046675983", + "metadata": {}, + "source": [ + "# Test Each each level's error" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "40b563c2-d072-455d-832c-16161a0a49a6", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:57.456300Z", + "iopub.status.busy": "2023-11-19T17:06:57.455972Z", + "iopub.status.idle": "2023-11-19T17:06:58.580109Z", + "shell.execute_reply": "2023-11-19T17:06:58.579120Z", + "shell.execute_reply.started": "2023-11-19T17:06:57.456273Z" + }, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=====================================================================================\n", + "| level : 0 ======================================================= delta : 0 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | -193.318424185 | -193.318424 | 5.755396e-11 | 0 |\n", + "| 1 |\t 129.081521490 | 129.081521490 | 129.081521 | -1.112710e-10 | 1 |\n", + "| 2 |\t 60.165638591 | 60.165638591 | 60.1656386 | -6.042455e-11 | 2 |\n", + "| 3 |\t -62.414612296 | -62.414612296 | -62.4146123 | -1.163869e-11 | 3 |\n", + "| 4 |\t 175.941739747 | 175.941739747 | 175.94174 | 7.185008e-11 | 4 |\n", + "| 5 |\t -106.448713128 | -106.448713128 | -106.448713 | 4.736478e-11 | 5 |\n", + "| 6 |\t 159.900464849 | 159.900464849 | 159.900465 | 6.389200e-11 | 6 |\n", + "| 7 |\t 201.451774585 | 201.451774585 | 201.451775 | 4.544631e-11 | 7 |\n", + "| 8 |\t 247.623069234 | 247.623069234 | 247.623069 | -3.959144e-11 | 8 |\n", + "| 9 |\t 132.413022439 | 132.413022439 | 132.413022 | -1.194849e-10 | 9 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.534804567733735e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 1 ======================================================= delta : -2 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 60.165638591 | 60.1656386 | -4.418155e-11 | 2 |\n", + "| 1 |\t 129.081521490 | -62.414612296 | -62.4146123 | 1.996625e-11 | 3 |\n", + "| 2 |\t 60.165638591 | 175.941739747 | 175.94174 | -8.020606e-11 | 4 |\n", + "| 3 |\t -62.414612296 | -106.448713128 | -106.448713 | -8.552092e-11 | 5 |\n", + "| 4 |\t 175.941739747 | 159.900464849 | 159.900465 | 3.322498e-11 | 6 |\n", + "| 5 |\t -106.448713128 | 201.451774585 | 201.451775 | -8.819256e-11 | 7 |\n", + "| 6 |\t 159.900464849 | 247.623069234 | 247.623069 | 2.137313e-11 | 8 |\n", + "| 7 |\t 201.451774585 | 132.413022439 | 132.413022 | 1.986677e-11 | 9 |\n", + "| 8 |\t 247.623069234 | 45.679658407 | 45.6796584 | -2.058442e-11 | 10 |\n", + "| 9 |\t 132.413022439 | -12.348532022 | -12.348532 | 7.026202e-11 | 11 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.446740567327314e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 2 ======================================================= delta : -6 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 159.900464849 | 159.900465 | -4.811795e-11 | 6 |\n", + "| 1 |\t 129.081521490 | 201.451774585 | 201.451775 | -1.276135e-11 | 7 |\n", + "| 2 |\t 60.165638591 | 247.623069234 | 247.623069 | -8.876100e-11 | 8 |\n", + "| 3 |\t -62.414612296 | 132.413022439 | 132.413022 | -3.359446e-11 | 9 |\n", + "| 4 |\t 175.941739747 | 45.679658407 | 45.6796584 | -9.187318e-12 | 10 |\n", + "| 5 |\t -106.448713128 | -12.348532022 | -12.348532 | -1.543832e-10 | 11 |\n", + "| 6 |\t 159.900464849 | 254.749726307 | 254.749726 | 1.460876e-11 | 12 |\n", + "| 7 |\t 201.451774585 | -254.168115091 | -254.168115 | -1.739409e-11 | 13 |\n", + "| 8 |\t 247.623069234 | -192.963016400 | -192.963016 | 1.249134e-10 | 14 |\n", + "| 9 |\t 132.413022439 | -11.869686449 | -11.8696864 | -1.847411e-12 | 15 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.44545241599309e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 3 ======================================================= delta : -5 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | -106.448713128 | -106.448713 | -6.350831e-11 | 5 |\n", + "| 1 |\t 129.081521490 | 159.900464849 | 159.900465 | -1.142553e-11 | 6 |\n", + "| 2 |\t 60.165638591 | 201.451774585 | 201.451775 | -5.715606e-11 | 7 |\n", + "| 3 |\t -62.414612296 | 247.623069234 | 247.623069 | -3.387868e-11 | 8 |\n", + "| 4 |\t 175.941739747 | 132.413022439 | 132.413022 | 1.134026e-11 | 9 |\n", + "| 5 |\t -106.448713128 | 45.679658407 | 45.6796584 | -7.459278e-11 | 10 |\n", + "| 6 |\t 159.900464849 | -12.348532022 | -12.348532 | -5.621814e-11 | 11 |\n", + "| 7 |\t 201.451774585 | 254.749726307 | 254.749726 | 1.199680e-10 | 12 |\n", + "| 8 |\t 247.623069234 | -254.168115091 | -254.168115 | -1.317062e-10 | 13 |\n", + "| 9 |\t 132.413022439 | -192.963016400 | -192.963016 | 3.342393e-11 | 14 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.523729726892306e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 4 ======================================================= delta : -8 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 247.623069234 | 247.623069 | -3.046807e-11 | 8 |\n", + "| 1 |\t 129.081521490 | 132.413022439 | 132.413022 | 4.720846e-11 | 9 |\n", + "| 2 |\t 60.165638591 | 45.679658407 | 45.6796584 | 1.003286e-10 | 10 |\n", + "| 3 |\t -62.414612296 | -12.348532022 | -12.348532 | -5.786660e-11 | 11 |\n", + "| 4 |\t 175.941739747 | 254.749726307 | 254.749726 | -4.635581e-11 | 12 |\n", + "| 5 |\t -106.448713128 | -254.168115091 | -254.168115 | 1.816147e-11 | 13 |\n", + "| 6 |\t 159.900464849 | -192.963016400 | -192.963016 | 6.195933e-12 | 14 |\n", + "| 7 |\t 201.451774585 | -11.869686449 | -11.8696864 | 1.161915e-11 | 15 |\n", + "| 8 |\t 247.623069234 | -186.920883368 | -186.920883 | 6.940581e-11 | 16 |\n", + "| 9 |\t 132.413022439 | -172.190537094 | -172.190537 | -7.213430e-11 | 17 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.434763539147297e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 5 ======================================================= delta : -3 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | -62.414612296 | -62.4146123 | -2.735590e-11 | 3 |\n", + "| 1 |\t 129.081521490 | 175.941739747 | 175.94174 | -1.017213e-10 | 4 |\n", + "| 2 |\t 60.165638591 | -106.448713128 | -106.448713 | -2.995648e-11 | 5 |\n", + "| 3 |\t -62.414612296 | 159.900464849 | 159.900465 | 1.307399e-12 | 6 |\n", + "| 4 |\t 175.941739747 | 201.451774585 | 201.451775 | 1.181206e-10 | 7 |\n", + "| 5 |\t -106.448713128 | 247.623069234 | 247.623069 | -1.952571e-11 | 8 |\n", + "| 6 |\t 159.900464849 | 132.413022439 | 132.413022 | -3.527134e-11 | 9 |\n", + "| 7 |\t 201.451774585 | 45.679658407 | 45.6796584 | -6.487255e-12 | 10 |\n", + "| 8 |\t 247.623069234 | -12.348532022 | -12.348532 | -1.114380e-10 | 11 |\n", + "| 9 |\t 132.413022439 | 254.749726307 | 254.749726 | -1.158469e-10 | 12 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.537427000530736e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 6 ======================================================= delta : -4 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 175.941739747 | 175.94174 | 8.299139e-11 | 4 |\n", + "| 1 |\t 129.081521490 | -106.448713128 | -106.448713 | 6.750156e-11 | 5 |\n", + "| 2 |\t 60.165638591 | 159.900464849 | 159.900465 | 2.725642e-11 | 6 |\n", + "| 3 |\t -62.414612296 | 201.451774585 | 201.451775 | 7.824497e-11 | 7 |\n", + "| 4 |\t 175.941739747 | 247.623069234 | 247.623069 | -8.313350e-11 | 8 |\n", + "| 5 |\t -106.448713128 | 132.413022439 | 132.413022 | 4.311573e-11 | 9 |\n", + "| 6 |\t 159.900464849 | 45.679658407 | 45.6796584 | -1.025882e-10 | 10 |\n", + "| 7 |\t 201.451774585 | -12.348532022 | -12.348532 | 1.231371e-11 | 11 |\n", + "| 8 |\t 247.623069234 | 254.749726307 | 254.749726 | -6.053824e-11 | 12 |\n", + "| 9 |\t 132.413022439 | -254.168115091 | -254.168115 | -6.053824e-11 | 13 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.471500365239296e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 7 ======================================================= delta : -7 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 201.451774585 | 201.451775 | -3.799983e-11 | 7 |\n", + "| 1 |\t 129.081521490 | 247.623069234 | 247.623069 | -4.658318e-11 | 8 |\n", + "| 2 |\t 60.165638591 | 132.413022439 | 132.413022 | 1.103047e-10 | 9 |\n", + "| 3 |\t -62.414612296 | 45.679658407 | 45.6796584 | 4.219913e-11 | 10 |\n", + "| 4 |\t 175.941739747 | -12.348532022 | -12.348532 | 6.669154e-11 | 11 |\n", + "| 5 |\t -106.448713128 | 254.749726307 | 254.749726 | 7.787548e-12 | 12 |\n", + "| 6 |\t 159.900464849 | -254.168115091 | -254.168115 | 1.887202e-11 | 13 |\n", + "| 7 |\t 201.451774585 | -192.963016400 | -192.963016 | 4.510525e-11 | 14 |\n", + "| 8 |\t 247.623069234 | -11.869686449 | -11.8696864 | 1.229594e-11 | 15 |\n", + "| 9 |\t 132.413022439 | -186.920883368 | -186.920883 | -3.382183e-11 | 16 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.407129664317603e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 8 ======================================================= delta : 7 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | -219.147357810 | -219.147358 | -4.450840e-11 | -7 |\n", + "| 1 |\t 129.081521490 | 225.176963448 | 225.176963 | -3.055334e-11 | -6 |\n", + "| 2 |\t 60.165638591 | 195.368883493 | 195.368883 | 3.979039e-12 | -5 |\n", + "| 3 |\t -62.414612296 | -183.902003065 | -183.902003 | 4.004619e-11 | -4 |\n", + "| 4 |\t 175.941739747 | -144.282055301 | -144.282055 | 6.764367e-12 | -3 |\n", + "| 5 |\t -106.448713128 | 31.183065478 | 31.1830655 | -4.446221e-11 | -2 |\n", + "| 6 |\t 159.900464849 | 135.672543618 | 135.672544 | -5.323386e-11 | -1 |\n", + "| 7 |\t 201.451774585 | -193.318424185 | -193.318424 | -1.477929e-11 | 0 |\n", + "| 8 |\t 247.623069234 | 129.081521490 | 129.081521 | -3.842615e-11 | 1 |\n", + "| 9 |\t 132.413022439 | 60.165638591 | 60.1656386 | 1.572147e-10 | 2 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.447588526267775e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 9 ======================================================= delta : 7 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | -219.147357810 | -219.147358 | -7.096901e-11 | -7 |\n", + "| 1 |\t 129.081521490 | 225.176963448 | 225.176963 | 3.447553e-11 | -6 |\n", + "| 2 |\t 60.165638591 | 195.368883493 | 195.368883 | -3.126388e-11 | -5 |\n", + "| 3 |\t -62.414612296 | -183.902003065 | -183.902003 | 1.551825e-11 | -4 |\n", + "| 4 |\t 175.941739747 | -144.282055301 | -144.282055 | -3.694822e-13 | -3 |\n", + "| 5 |\t -106.448713128 | 31.183065478 | 31.1830655 | -1.153708e-10 | -2 |\n", + "| 6 |\t 159.900464849 | 135.672543618 | 135.672544 | 7.247536e-12 | -1 |\n", + "| 7 |\t 201.451774585 | -193.318424185 | -193.318424 | -3.635137e-11 | 0 |\n", + "| 8 |\t 247.623069234 | 129.081521490 | 129.081521 | -1.008971e-10 | 1 |\n", + "| 9 |\t 132.413022439 | 60.165638591 | 60.1656386 | -8.271428e-11 | 2 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.588407144266443e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 10 ======================================================= delta : -10 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 45.679658407 | 45.6796584 | -2.303580e-11 | 10 |\n", + "| 1 |\t 129.081521490 | -12.348532022 | -12.348532 | -5.205081e-11 | 11 |\n", + "| 2 |\t 60.165638591 | 254.749726307 | 254.749726 | -5.061906e-11 | 12 |\n", + "| 3 |\t -62.414612296 | -254.168115091 | -254.168115 | -4.632739e-11 | 13 |\n", + "| 4 |\t 175.941739747 | -192.963016400 | -192.963016 | 6.542678e-11 | 14 |\n", + "| 5 |\t -106.448713128 | -11.869686449 | -11.8696864 | 6.590284e-13 | 15 |\n", + "| 6 |\t 159.900464849 | -186.920883368 | -186.920883 | 9.387691e-11 | 16 |\n", + "| 7 |\t 201.451774585 | -172.190537094 | -172.190537 | 5.115908e-12 | 17 |\n", + "| 8 |\t 247.623069234 | -180.340229577 | -180.34023 | -2.870593e-12 | 18 |\n", + "| 9 |\t 132.413022439 | -219.804718210 | -219.804718 | 1.870148e-11 | 19 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.375721409854169e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 11 ======================================================= delta : 8 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 102.798034971 | 102.798035 | -5.783818e-12 | -8 |\n", + "| 1 |\t 129.081521490 | -219.147357810 | -219.147358 | -6.423306e-12 | -7 |\n", + "| 2 |\t 60.165638591 | 225.176963448 | 225.176963 | 1.122089e-10 | -6 |\n", + "| 3 |\t -62.414612296 | 195.368883493 | 195.368883 | 8.199663e-11 | -5 |\n", + "| 4 |\t 175.941739747 | -183.902003065 | -183.902003 | -4.069989e-11 | -4 |\n", + "| 5 |\t -106.448713128 | -144.282055301 | -144.282055 | -8.412826e-12 | -3 |\n", + "| 6 |\t 159.900464849 | 31.183065478 | 31.1830655 | 3.342038e-11 | -2 |\n", + "| 7 |\t 201.451774585 | 135.672543618 | 135.672544 | -1.494698e-10 | -1 |\n", + "| 8 |\t 247.623069234 | -193.318424185 | -193.318424 | -3.126388e-11 | 0 |\n", + "| 9 |\t 132.413022439 | 129.081521490 | 129.081521 | 6.318146e-11 | 1 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.421585288672614e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 12 ======================================================= delta : -7 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 201.451774585 | 201.451775 | 1.566036e-11 | 7 |\n", + "| 1 |\t 129.081521490 | 247.623069234 | 247.623069 | 1.331273e-10 | 8 |\n", + "| 2 |\t 60.165638591 | 132.413022439 | 132.413022 | -6.428991e-11 | 9 |\n", + "| 3 |\t -62.414612296 | 45.679658407 | 45.6796584 | 4.401812e-11 | 10 |\n", + "| 4 |\t 175.941739747 | -12.348532022 | -12.348532 | 1.491429e-11 | 11 |\n", + "| 5 |\t -106.448713128 | 254.749726307 | 254.749726 | 3.956302e-11 | 12 |\n", + "| 6 |\t 159.900464849 | -254.168115091 | -254.168115 | -8.924417e-11 | 13 |\n", + "| 7 |\t 201.451774585 | -192.963016400 | -192.963016 | 2.259526e-11 | 14 |\n", + "| 8 |\t 247.623069234 | -11.869686449 | -11.8696864 | 3.868195e-11 | 15 |\n", + "| 9 |\t 132.413022439 | -186.920883368 | -186.920883 | 1.631406e-11 | 16 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.417233802146546e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 13 ======================================================= delta : -4 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 175.941739747 | 175.94174 | -1.529088e-11 | 4 |\n", + "| 1 |\t 129.081521490 | -106.448713128 | -106.448713 | 2.937384e-11 | 5 |\n", + "| 2 |\t 60.165638591 | 159.900464849 | 159.900465 | 2.984279e-11 | 6 |\n", + "| 3 |\t -62.414612296 | 201.451774585 | 201.451775 | 8.935785e-11 | 7 |\n", + "| 4 |\t 175.941739747 | 247.623069234 | 247.623069 | -3.021228e-11 | 8 |\n", + "| 5 |\t -106.448713128 | 132.413022439 | 132.413022 | -9.430323e-11 | 9 |\n", + "| 6 |\t 159.900464849 | 45.679658407 | 45.6796584 | 4.288125e-11 | 10 |\n", + "| 7 |\t 201.451774585 | -12.348532022 | -12.348532 | -4.387601e-12 | 11 |\n", + "| 8 |\t 247.623069234 | 254.749726307 | 254.749726 | -1.989520e-13 | 12 |\n", + "| 9 |\t 132.413022439 | -254.168115091 | -254.168115 | -3.106493e-11 | 13 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.291893623831668e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 14 ======================================================= delta : -2 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | 60.165638591 | 60.1656386 | 9.151790e-12 | 2 |\n", + "| 1 |\t 129.081521490 | -62.414612296 | -62.4146123 | -1.052882e-10 | 3 |\n", + "| 2 |\t 60.165638591 | 175.941739747 | 175.94174 | 1.523404e-11 | 4 |\n", + "| 3 |\t -62.414612296 | -106.448713128 | -106.448713 | 1.332978e-11 | 5 |\n", + "| 4 |\t 175.941739747 | 159.900464849 | 159.900465 | 1.017497e-10 | 6 |\n", + "| 5 |\t -106.448713128 | 201.451774585 | 201.451775 | -4.177991e-12 | 7 |\n", + "| 6 |\t 159.900464849 | 247.623069234 | 247.623069 | -7.747758e-11 | 8 |\n", + "| 7 |\t 201.451774585 | 132.413022439 | 132.413022 | 3.757350e-11 | 9 |\n", + "| 8 |\t 247.623069234 | 45.679658407 | 45.6796584 | -1.391953e-10 | 10 |\n", + "| 9 |\t 132.413022439 | -12.348532022 | -12.348532 | 3.975487e-11 | 11 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.335768647453098e-09\n", + "=====================================================================================\n", + "\n", + "=====================================================================================\n", + "| level : 15 ======================================================= delta : 7 |\n", + "| idx |\t original\t|\trolled\t |\tencrypted |\t error\t | idx |\n", + "=====================================================================================\n", + "| 0 |\t -193.318424185 | -219.147357810 | -219.147358 | 1.406306e-10 | -7 |\n", + "| 1 |\t 129.081521490 | 225.176963448 | 225.176963 | -4.160938e-11 | -6 |\n", + "| 2 |\t 60.165638591 | 195.368883493 | 195.368883 | 7.460699e-11 | -5 |\n", + "| 3 |\t -62.414612296 | -183.902003065 | -183.902003 | -4.911271e-11 | -4 |\n", + "| 4 |\t 175.941739747 | -144.282055301 | -144.282055 | -3.444711e-11 | -3 |\n", + "| 5 |\t -106.448713128 | 31.183065478 | 31.1830655 | 5.292478e-11 | -2 |\n", + "| 6 |\t 159.900464849 | 135.672543618 | 135.672544 | -8.952838e-12 | -1 |\n", + "| 7 |\t 201.451774585 | -193.318424185 | -193.318424 | -4.186518e-11 | 0 |\n", + "| 8 |\t 247.623069234 | 129.081521490 | 129.081521 | 8.526513e-13 | 1 |\n", + "| 9 |\t 132.413022439 | 60.165638591 | 60.1656386 | 2.089706e-11 | 2 |\n", + "=====================================================================================\n", + ">>\tABS max error 9.393957822502844e-09\n", + "=====================================================================================\n", + "\n" + ] + } + ], + "source": [ + "for level in range(engine.num_levels):\n", + "\n", + " ###################\n", + " #### enc ####\n", + " ###################\n", + " ct = engine.encorypt(m, cpk, level=level)\n", + "\n", + " ######################\n", + " #### galois ####\n", + " ######################\n", + " delta = np.random.randint(-10, 10)\n", + " ct_rotated = engine.rotate_galois(ct, gk=cgalk, delta=delta)\n", + " \n", + " ###################\n", + " #### dec ####\n", + " ###################\n", + " pcts = [engine.multiparty_decrypt_head(ct_rotated, sks[0])]\n", + " for sk in sks[1:]:\n", + " pcts.append(engine.multiparty_decrypt_partial(ct_rotated, sk))\n", + " m_ = engine.multiparty_decrypt_fusion(pcts, level=ct_rotated.level)\n", + "\n", + " idx = 10\n", + " print(\"=====\"*17)\n", + " print(f\"| level : {level:2d} \", \"=====\"*11, f\"delta : {delta:2d} |\")\n", + " print(f\"| idx |\\t original\\t|\\trolled\\t |\\tencrypted |\\t error\\t | idx |\")\n", + " print(\"=====\"*17)\n", + " for idx, (x, y, z) in enumerate(zip(m[:idx], np.roll(m, delta)[:idx], m_[:idx])):\n", + " print(f\"| {idx:3d} |\\t{x.real:15.9f} | {y.real:15.9f} | {z.real:15.9} | {(z-y).real:13e} | {idx-delta:>3d} |\")\n", + " print(\"=====\"*17)\n", + " print(f\">>\\tABS max error {np.abs(np.roll(m, delta) - m_).max()}\")\n", + " print(\"=====\"*17, end=\"\\n\\n\")" + ] + }, + { + "cell_type": "markdown", + "id": "b1f077c8-8b7b-4d9b-9429-79c365a20464", + "metadata": {}, + "source": [ + "# Test rotate sum" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "278f0a91", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:06:58.581257Z", + "iopub.status.busy": "2023-11-19T17:06:58.581087Z", + "iopub.status.idle": "2023-11-19T17:06:58.700456Z", + "shell.execute_reply": "2023-11-19T17:06:58.699398Z", + "shell.execute_reply.started": "2023-11-19T17:06:58.581240Z" + }, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\torigin\t|\t encrypted\t|\t\terror\t|\n", + " -3637.63057476\t|\t -3637.63057477\t|\t -7.2801e-09\t|\n" + ] + } + ], + "source": [ + "ct = engine.encorypt(m, cpk)\n", + "ct_sum = engine.sum(ct, gk=cgalk, rescale_every=5)\n", + "\n", + "pcts = [engine.multiparty_decrypt_head(ct_sum, sks[0])]\n", + "for sk in sks[1:]:\n", + " pcts.append(engine.multiparty_decrypt_partial(ct_sum, sk))\n", + "m_ = engine.multiparty_decrypt_fusion(pcts, level=ct_sum.level)\n", + "\n", + "idx = 10\n", + "print(f\"\\torigin\\t|\\t encrypted\\t|\\t\\terror\\t|\")\n", + "print(f\"{sum(m).real:15.8f}\\t|\\t{m_[0].real:15.8f}\\t|\\t{(m_[0] - sum(m)).real:13.4e}\\t|\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d0941b68", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c3c686cf", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d090615d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "696fb2de", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "liberate", + "language": "python", + "name": "liberate" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/[Example] Multiparty Rotation.ipynb b/examples/[Example] Multiparty Rotation.ipynb new file mode 100644 index 0000000..cc35a40 --- /dev/null +++ b/examples/[Example] Multiparty Rotation.ipynb @@ -0,0 +1,471 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "9fb54ef5", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:08:04.209343Z", + "iopub.status.busy": "2023-11-19T17:08:04.209115Z", + "iopub.status.idle": "2023-11-19T17:08:06.456063Z", + "shell.execute_reply": "2023-11-19T17:08:06.455232Z", + "shell.execute_reply.started": "2023-11-19T17:08:04.209318Z" + } + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "from liberate import fhe\n", + "from liberate.fhe import presets" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "57ce7240-5ca4-4d7d-acca-2c65f9468710", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:08:06.457654Z", + "iopub.status.busy": "2023-11-19T17:08:06.457356Z", + "iopub.status.idle": "2023-11-19T17:08:10.414746Z", + "shell.execute_reply": "2023-11-19T17:08:10.414206Z", + "shell.execute_reply.started": "2023-11-19T17:08:06.457635Z" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2023-11-20 02:08:06.916294] I have received the context:\n", + "\n", + "\n", + "I have received inputs:\n", + " buffer_bit_length\t\t= 62\n", + " scale_bits\t\t\t= 40\n", + " logN\t\t\t\t= 16\n", + " N\t\t\t\t= 65,536\n", + " Number of special primes\t= 4\n", + " Number of scales\t\t= 34\n", + " Cache folder\t\t\t= '/home/hanyul/.pyenv/versions/liberate/lib/python3.11/site-packages/liberate/fhe/cache/resources'\n", + " Security bits\t\t\t= 128\n", + " Quantum security model\t\t= post_quantum\n", + " Security sampling distribution\t= uniform\n", + " Number of message bits\t\t= 60\n", + " In total I will be using '1,660' bits out of available maximum '1,661' bits.\n", + " And is it secured?\t\t= True\n", + "My RNS primes are [1099510054913, 1099515691009, 1099507695617, 1099516870657, 1099506515969, 1099521458177, 1099503894529, 1099522375681, 1099490000897, 1099523555329, 1099489607681, 1099525128193, 1099486855169, 1099526176769, 1099484889089, 1099529060353, 1099480956929, 1099535220737, 1099469684737, 1099536138241, 1099468767233, 1099537580033, 1099461820417, 1099538104321, 1099457495041, 1099540725761, 1099455004673, 1099540856833, 1099454218241, 1099591974913, 1099453431809, 1099629723649, 1099451465729, 1099630510081, 1152921504606584833, 1152921504598720513, 1152921504597016577, 1152921504595968001, 1152921504592822273].\n", + "[2023-11-20 02:08:06.916612] Requested devices for computation are ['cuda:0', 'cuda:1'].\n", + "[2023-11-20 02:08:06.922799] I have generated a partitioning scheme.\n", + "[2023-11-20 02:08:06.922826] I have in total 35 levels available.\n", + "[2023-11-20 02:08:06.922841] I have 35 ordinary primes.\n", + "[2023-11-20 02:08:06.922854] I have 4 special primes.\n", + "[2023-11-20 02:08:09.680154] I prepared ntt parameters.\n", + "[2023-11-20 02:08:09.680252] ntt initialization took 3.03 seconds.\n", + "CPU times: user 4.84 s, sys: 671 ms, total: 5.51 s\n", + "Wall time: 3.95 s\n" + ] + } + ], + "source": [ + "%%time\n", + "\n", + "# engine = fhe.ckks_engine(devices=[0, 1])\n", + "params = presets.params[\"gold\"]\n", + "engine = fhe.ckks_engine(verbose=True, **params)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c24c9b9c", + "metadata": { + "execution": { + "iopub.execute_input": "2023-11-19T17:08:10.415660Z", + "iopub.status.busy": "2023-11-19T17:08:10.415457Z", + "iopub.status.idle": "2023-11-19T17:08:16.364963Z", + "shell.execute_reply": "2023-11-19T17:08:16.364312Z", + "shell.execute_reply.started": "2023-11-19T17:08:10.415643Z" + }, + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "====================================================================================================\n", + "|\t>> abs max error : level : 0 |\t3.674358595162630e-10+1.888292899820954e-08j\t| delta : 24071\n", + "|\t 0 | 0.00000000000000 | 8696.99999999992906 | 8697.00000000000000 | -0.00000000007094\t| 0\n", + "|\t 1 | 1.00000000000000 | 8697.99999999994361 | 8698.00000000000000 | -0.00000000005639\t| 0\n", + "|\t 2 | 2.00000000000000 | 8699.00000000003820 | 8699.00000000000000 | 0.00000000003820\t| 0\n", + "|\t 3 | 3.00000000000000 | 8700.00000000002910 | 8700.00000000000000 | 0.00000000002910\t| 0\n", + "|\t 4 | 4.00000000000000 | 8701.00000000005639 | 8701.00000000000000 | 0.00000000005639\t| 0\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 1 |\t3.456079866737127e-10+1.900480128824711e-08j\t| delta : -56535\n", + "|\t 0 | 0.00000000000000 | 23767.00000000005093 | 23767.00000000000000 | 0.00000000005093\t| 1\n", + "|\t 1 | 1.00000000000000 | 23768.00000000013824 | 23768.00000000000000 | 0.00000000013824\t| 1\n", + "|\t 2 | 2.00000000000000 | 23768.99999999995998 | 23769.00000000000000 | -0.00000000004002\t| 1\n", + "|\t 3 | 3.00000000000000 | 23770.00000000011278 | 23770.00000000000000 | 0.00000000011278\t| 1\n", + "|\t 4 | 4.00000000000000 | 23771.00000000021100 | 23771.00000000000000 | 0.00000000021100\t| 1\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 2 |\t3.492459654808044e-10+1.905573299154639e-08j\t| delta : 56284\n", + "|\t 0 | 0.00000000000000 | 9252.00000000001819 | 9252.00000000000000 | 0.00000000001819\t| 2\n", + "|\t 1 | 1.00000000000000 | 9252.99999999988540 | 9253.00000000000000 | -0.00000000011460\t| 2\n", + "|\t 2 | 2.00000000000000 | 9253.99999999990359 | 9254.00000000000000 | -0.00000000009641\t| 2\n", + "|\t 3 | 3.00000000000000 | 9254.99999999996362 | 9255.00000000000000 | -0.00000000003638\t| 2\n", + "|\t 4 | 4.00000000000000 | 9255.99999999996180 | 9256.00000000000000 | -0.00000000003820\t| 2\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 3 |\t3.601599019020796e-10+1.905846147565171e-08j\t| delta : -7959\n", + "|\t 0 | 0.00000000000000 | 7959.00000000015825 | 7959.00000000000000 | 0.00000000015825\t| 3\n", + "|\t 1 | 1.00000000000000 | 7959.99999999991087 | 7960.00000000000000 | -0.00000000008913\t| 3\n", + "|\t 2 | 2.00000000000000 | 7961.00000000015552 | 7961.00000000000000 | 0.00000000015552\t| 3\n", + "|\t 3 | 3.00000000000000 | 7961.99999999993270 | 7962.00000000000000 | -0.00000000006730\t| 3\n", + "|\t 4 | 4.00000000000000 | 7963.00000000011823 | 7963.00000000000000 | 0.00000000011823\t| 3\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 4 |\t3.492459654808044e-10+1.899388735182583e-08j\t| delta : 44986\n", + "|\t 0 | 0.00000000000000 | 20550.00000000011642 | 20550.00000000000000 | 0.00000000011642\t| 4\n", + "|\t 1 | 1.00000000000000 | 20551.00000000007640 | 20551.00000000000000 | 0.00000000007640\t| 4\n", + "|\t 2 | 2.00000000000000 | 20552.00000000012005 | 20552.00000000000000 | 0.00000000012005\t| 4\n", + "|\t 3 | 3.00000000000000 | 20553.00000000002183 | 20553.00000000000000 | 0.00000000002183\t| 4\n", + "|\t 4 | 4.00000000000000 | 20553.99999999986176 | 20554.00000000000000 | -0.00000000013824\t| 4\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 5 |\t3.728928277269006e-10+1.882472133729607e-08j\t| delta : -49138\n", + "|\t 0 | 0.00000000000000 | 16370.00000000000546 | 16370.00000000000000 | 0.00000000000546\t| 5\n", + "|\t 1 | 1.00000000000000 | 16370.99999999994725 | 16371.00000000000000 | -0.00000000005275\t| 5\n", + "|\t 2 | 2.00000000000000 | 16372.00000000005275 | 16372.00000000000000 | 0.00000000005275\t| 5\n", + "|\t 3 | 3.00000000000000 | 16372.99999999996726 | 16373.00000000000000 | -0.00000000003274\t| 5\n", + "|\t 4 | 4.00000000000000 | 16374.00000000001273 | 16374.00000000000000 | 0.00000000001273\t| 5\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 6 |\t3.346940502524376e-10+1.897933543659747e-08j\t| delta : 43183\n", + "|\t 0 | 0.00000000000000 | 22353.00000000013824 | 22353.00000000000000 | 0.00000000013824\t| 6\n", + "|\t 1 | 1.00000000000000 | 22353.99999999992724 | 22354.00000000000000 | -0.00000000007276\t| 6\n", + "|\t 2 | 2.00000000000000 | 22355.00000000004002 | 22355.00000000000000 | 0.00000000004002\t| 6\n", + "|\t 3 | 3.00000000000000 | 22355.99999999991633 | 22356.00000000000000 | -0.00000000008367\t| 6\n", + "|\t 4 | 4.00000000000000 | 22357.00000000001091 | 22357.00000000000000 | 0.00000000001091\t| 6\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 7 |\t3.710738383233547e-10+1.900843926705420e-08j\t| delta : -63405\n", + "|\t 0 | 0.00000000000000 | 30636.99999999998181 | 30637.00000000000000 | -0.00000000001819\t| 7\n", + "|\t 1 | 1.00000000000000 | 30637.99999999998181 | 30638.00000000000000 | -0.00000000001819\t| 7\n", + "|\t 2 | 2.00000000000000 | 30638.99999999992724 | 30639.00000000000000 | -0.00000000007276\t| 7\n", + "|\t 3 | 3.00000000000000 | 30639.99999999994907 | 30640.00000000000000 | -0.00000000005093\t| 7\n", + "|\t 4 | 4.00000000000000 | 30640.99999999989450 | 30641.00000000000000 | -0.00000000010550\t| 7\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 8 |\t3.747118171304464e-10+1.898297341540456e-08j\t| delta : -25330\n", + "|\t 0 | 0.00000000000000 | 25330.00000000008367 | 25330.00000000000000 | 0.00000000008367\t| 8\n", + "|\t 1 | 1.00000000000000 | 25331.00000000002547 | 25331.00000000000000 | 0.00000000002547\t| 8\n", + "|\t 2 | 2.00000000000000 | 25331.99999999983265 | 25332.00000000000000 | -0.00000000016735\t| 8\n", + "|\t 3 | 3.00000000000000 | 25333.00000000005093 | 25333.00000000000000 | 0.00000000005093\t| 8\n", + "|\t 4 | 4.00000000000000 | 25334.00000000002183 | 25334.00000000000000 | 0.00000000002183\t| 8\n", + "====================================================================================================\n", + "|\t>> abs max error : level : 9 |\t3.201421350240707e-10+1.898661139421165e-08j\t| delta : 19517\n", + "|\t 0 | 0.00000000000000 | 13250.99999999998181 | 13251.00000000000000 | -0.00000000001819\t| 9\n", + "|\t 1 | 1.00000000000000 | 13251.99999999986903 | 13252.00000000000000 | -0.00000000013097\t| 9\n", + "|\t 2 | 2.00000000000000 | 13253.00000000005093 | 13253.00000000000000 | 0.00000000005093\t| 9\n", + "|\t 3 | 3.00000000000000 | 13253.99999999998363 | 13254.00000000000000 | -0.00000000001637\t| 9\n", + "|\t 4 | 4.00000000000000 | 13255.00000000024738 | 13255.00000000000000 | 0.00000000024738\t| 9\n", + "====================================================================================================\n", + "|\t>> abs max error : level :10 |\t4.311004886403680e-10+1.892476575449109e-08j\t| delta : -56023\n", + "|\t 0 | 0.00000000000000 | 23254.99999999991269 | 23255.00000000000000 | -0.00000000008731\t| 10\n", + "|\t 1 | 1.00000000000000 | 23255.99999999993088 | 23256.00000000000000 | -0.00000000006912\t| 10\n", + "|\t 2 | 2.00000000000000 | 23257.00000000006912 | 23257.00000000000000 | 0.00000000006912\t| 10\n", + "|\t 3 | 3.00000000000000 | 23258.00000000000728 | 23258.00000000000000 | 0.00000000000728\t| 10\n", + "|\t 4 | 4.00000000000000 | 23259.00000000019281 | 23259.00000000000000 | 0.00000000019281\t| 10\n", + "====================================================================================================\n", + "|\t>> abs max error : level :11 |\t3.528839442878962e-10+1.903208612930030e-08j\t| delta : -39603\n", + "|\t 0 | 0.00000000000000 | 6834.99999999991724 | 6835.00000000000000 | -0.00000000008276\t| 11\n", + "|\t 1 | 1.00000000000000 | 6836.00000000001091 | 6836.00000000000000 | 0.00000000001091\t| 11\n", + "|\t 2 | 2.00000000000000 | 6837.00000000000909 | 6837.00000000000000 | 0.00000000000909\t| 11\n", + "|\t 3 | 3.00000000000000 | 6837.99999999992178 | 6838.00000000000000 | -0.00000000007822\t| 11\n", + "|\t 4 | 4.00000000000000 | 6839.00000000004729 | 6839.00000000000000 | 0.00000000004729\t| 11\n", + "====================================================================================================\n", + "|\t>> abs max error : level :12 |\t3.674358595162630e-10+1.887747202999890e-08j\t| delta : 50677\n", + "|\t 0 | 0.00000000000000 | 14858.99999999993997 | 14859.00000000000000 | -0.00000000006003\t| 12\n", + "|\t 1 | 1.00000000000000 | 14859.99999999994361 | 14860.00000000000000 | -0.00000000005639\t| 12\n", + "|\t 2 | 2.00000000000000 | 14861.00000000000909 | 14861.00000000000000 | 0.00000000000909\t| 12\n", + "|\t 3 | 3.00000000000000 | 14862.00000000000909 | 14862.00000000000000 | 0.00000000000909\t| 12\n", + "|\t 4 | 4.00000000000000 | 14862.99999999983447 | 14863.00000000000000 | -0.00000000016553\t| 12\n", + "====================================================================================================\n", + "|\t>> abs max error : level :13 |\t3.456079866737127e-10+1.897933543659747e-08j\t| delta : 16457\n", + "|\t 0 | 0.00000000000000 | 16311.00000000004184 | 16311.00000000000000 | 0.00000000004184\t| 13\n", + "|\t 1 | 1.00000000000000 | 16311.99999999993634 | 16312.00000000000000 | -0.00000000006366\t| 13\n", + "|\t 2 | 2.00000000000000 | 16313.00000000003820 | 16313.00000000000000 | 0.00000000003820\t| 13\n", + "|\t 3 | 3.00000000000000 | 16313.99999999996908 | 16314.00000000000000 | -0.00000000003092\t| 13\n", + "|\t 4 | 4.00000000000000 | 16315.00000000004002 | 16315.00000000000000 | 0.00000000004002\t| 13\n", + "====================================================================================================\n", + "|\t>> abs max error : level :14 |\t3.601599019020796e-10+1.900843926705420e-08j\t| delta : 12962\n", + "|\t 0 | 0.00000000000000 | 19805.99999999993815 | 19806.00000000000000 | -0.00000000006185\t| 14\n", + "|\t 1 | 1.00000000000000 | 19806.99999999997453 | 19807.00000000000000 | -0.00000000002547\t| 14\n", + "|\t 2 | 2.00000000000000 | 19808.00000000007640 | 19808.00000000000000 | 0.00000000007640\t| 14\n", + "|\t 3 | 3.00000000000000 | 19808.99999999992724 | 19809.00000000000000 | -0.00000000007276\t| 14\n", + "|\t 4 | 4.00000000000000 | 19810.00000000002547 | 19810.00000000000000 | 0.00000000002547\t| 14\n", + "====================================================================================================\n", + "|\t>> abs max error : level :15 |\t4.001776687800884e-10+1.909938873723149e-08j\t| delta : 11630\n", + "|\t 0 | 0.00000000000000 | 21137.99999999999272 | 21138.00000000000000 | -0.00000000000728\t| 15\n", + "|\t 1 | 1.00000000000000 | 21138.99999999985084 | 21139.00000000000000 | -0.00000000014916\t| 15\n", + "|\t 2 | 2.00000000000000 | 21139.99999999990905 | 21140.00000000000000 | -0.00000000009095\t| 15\n", + "|\t 3 | 3.00000000000000 | 21140.99999999999636 | 21141.00000000000000 | -0.00000000000364\t| 15\n", + "|\t 4 | 4.00000000000000 | 21142.00000000000728 | 21142.00000000000000 | 0.00000000000728\t| 15\n", + "====================================================================================================\n", + "|\t>> abs max error : level :16 |\t3.346940502524376e-10+1.890293788164854e-08j\t| delta : -56818\n", + "|\t 0 | 0.00000000000000 | 24049.99999999991269 | 24050.00000000000000 | -0.00000000008731\t| 16\n", + "|\t 1 | 1.00000000000000 | 24051.00000000000000 | 24051.00000000000000 | 0.00000000000000\t| 16\n", + "|\t 2 | 2.00000000000000 | 24051.99999999997817 | 24052.00000000000000 | -0.00000000002183\t| 16\n", + "|\t 3 | 3.00000000000000 | 24052.99999999988722 | 24053.00000000000000 | -0.00000000011278\t| 16\n", + "|\t 4 | 4.00000000000000 | 24054.00000000002547 | 24054.00000000000000 | 0.00000000002547\t| 16\n", + "====================================================================================================\n", + "|\t>> abs max error : level :17 |\t3.656168701127172e-10+1.898115442600101e-08j\t| delta : -46845\n", + "|\t 0 | 0.00000000000000 | 14076.99999999996908 | 14077.00000000000000 | -0.00000000003092\t| 17\n", + "|\t 1 | 1.00000000000000 | 14078.00000000001091 | 14078.00000000000000 | 0.00000000001091\t| 17\n", + "|\t 2 | 2.00000000000000 | 14079.00000000002728 | 14079.00000000000000 | 0.00000000002728\t| 17\n", + "|\t 3 | 3.00000000000000 | 14080.00000000014188 | 14080.00000000000000 | 0.00000000014188\t| 17\n", + "|\t 4 | 4.00000000000000 | 14080.99999999995634 | 14081.00000000000000 | -0.00000000004366\t| 17\n", + "====================================================================================================\n", + "|\t>> abs max error : level :18 |\t3.601599019020796e-10+1.890657586045563e-08j\t| delta : 33723\n", + "|\t 0 | 0.00000000000000 | 31812.99999999991996 | 31813.00000000000000 | -0.00000000008004\t| 18\n", + "|\t 1 | 1.00000000000000 | 31813.99999999981810 | 31814.00000000000000 | -0.00000000018190\t| 18\n", + "|\t 2 | 2.00000000000000 | 31815.00000000003274 | 31815.00000000000000 | 0.00000000003274\t| 18\n", + "|\t 3 | 3.00000000000000 | 31816.00000000003274 | 31816.00000000000000 | 0.00000000003274\t| 18\n", + "|\t 4 | 4.00000000000000 | 31816.99999999997090 | 31817.00000000000000 | -0.00000000002910\t| 18\n", + "====================================================================================================\n", + "|\t>> abs max error : level :19 |\t3.728928277269006e-10+1.895023160614073e-08j\t| delta : 35945\n", + "|\t 0 | 0.00000000000000 | 29590.99999999995634 | 29591.00000000000000 | -0.00000000004366\t| 19\n", + "|\t 1 | 1.00000000000000 | 29591.99999999996726 | 29592.00000000000000 | -0.00000000003274\t| 19\n", + "|\t 2 | 2.00000000000000 | 29593.00000000000000 | 29593.00000000000000 | 0.00000000000000\t| 19\n", + "|\t 3 | 3.00000000000000 | 29593.99999999994543 | 29594.00000000000000 | -0.00000000005457\t| 19\n", + "|\t 4 | 4.00000000000000 | 29594.99999999999272 | 29595.00000000000000 | -0.00000000000728\t| 19\n", + "====================================================================================================\n", + "|\t>> abs max error : level :20 |\t3.346940502524376e-10+1.904118107631803e-08j\t| delta : -65426\n", + "|\t 0 | 0.00000000000000 | 32657.99999999986539 | 32658.00000000000000 | -0.00000000013461\t| 20\n", + "|\t 1 | 1.00000000000000 | 32659.00000000002183 | 32659.00000000000000 | 0.00000000002183\t| 20\n", + "|\t 2 | 2.00000000000000 | 32660.00000000007640 | 32660.00000000000000 | 0.00000000007640\t| 20\n", + "|\t 3 | 3.00000000000000 | 32661.00000000008367 | 32661.00000000000000 | 0.00000000008367\t| 20\n", + "|\t 4 | 4.00000000000000 | 32661.99999999996726 | 32662.00000000000000 | -0.00000000003274\t| 20\n", + "====================================================================================================\n", + "|\t>> abs max error : level :21 |\t3.810782800428569e-10+1.899024937301874e-08j\t| delta : -60082\n", + "|\t 0 | 0.00000000000000 | 27314.00000000006912 | 27314.00000000000000 | 0.00000000006912\t| 21\n", + "|\t 1 | 1.00000000000000 | 27314.99999999994907 | 27315.00000000000000 | -0.00000000005093\t| 21\n", + "|\t 2 | 2.00000000000000 | 27315.99999999997817 | 27316.00000000000000 | -0.00000000002183\t| 21\n", + "|\t 3 | 3.00000000000000 | 27317.00000000007640 | 27317.00000000000000 | 0.00000000007640\t| 21\n", + "|\t 4 | 4.00000000000000 | 27318.00000000005457 | 27318.00000000000000 | 0.00000000005457\t| 21\n", + "====================================================================================================\n", + "|\t>> abs max error : level :22 |\t3.456079866737127e-10+1.879379851743579e-08j\t| delta : 36865\n", + "|\t 0 | 0.00000000000000 | 28671.00000000000364 | 28671.00000000000000 | 0.00000000000364\t| 22\n", + "|\t 1 | 1.00000000000000 | 28672.00000000005457 | 28672.00000000000000 | 0.00000000005457\t| 22\n", + "|\t 2 | 2.00000000000000 | 28673.00000000010550 | 28673.00000000000000 | 0.00000000010550\t| 22\n", + "|\t 3 | 3.00000000000000 | 28674.00000000008004 | 28674.00000000000000 | 0.00000000008004\t| 22\n", + "|\t 4 | 4.00000000000000 | 28675.00000000000364 | 28675.00000000000000 | 0.00000000000364\t| 22\n", + "====================================================================================================\n", + "|\t>> abs max error : level :23 |\t3.437889972701669e-10+1.911394065245986e-08j\t| delta : 774\n", + "|\t 0 | 0.00000000000000 | 31994.00000000025466 | 31994.00000000000000 | 0.00000000025466\t| 23\n", + "|\t 1 | 1.00000000000000 | 31994.99999999996362 | 31995.00000000000000 | -0.00000000003638\t| 23\n", + "|\t 2 | 2.00000000000000 | 31995.99999999987631 | 31996.00000000000000 | -0.00000000012369\t| 23\n", + "|\t 3 | 3.00000000000000 | 31996.99999999985812 | 31997.00000000000000 | -0.00000000014188\t| 23\n", + "|\t 4 | 4.00000000000000 | 31997.99999999993815 | 31998.00000000000000 | -0.00000000006185\t| 23\n", + "====================================================================================================\n", + "|\t>> abs max error : level :24 |\t3.528839442878962e-10+1.900116330944002e-08j\t| delta : -8125\n", + "|\t 0 | 0.00000000000000 | 8125.00000000000909 | 8125.00000000000000 | 0.00000000000909\t| 24\n", + "|\t 1 | 1.00000000000000 | 8126.00000000004911 | 8126.00000000000000 | 0.00000000004911\t| 24\n", + "|\t 2 | 2.00000000000000 | 8126.99999999991724 | 8127.00000000000000 | -0.00000000008276\t| 24\n", + "|\t 3 | 3.00000000000000 | 8127.99999999997908 | 8128.00000000000000 | -0.00000000002092\t| 24\n", + "|\t 4 | 4.00000000000000 | 8129.00000000008004 | 8129.00000000000000 | 0.00000000008004\t| 24\n", + "====================================================================================================\n", + "|\t>> abs max error : level :25 |\t3.419700078666210e-10+1.896296453196555e-08j\t| delta : 57002\n", + "|\t 0 | 0.00000000000000 | 8533.99999999994907 | 8534.00000000000000 | -0.00000000005093\t| 25\n", + "|\t 1 | 1.00000000000000 | 8535.00000000007458 | 8535.00000000000000 | 0.00000000007458\t| 25\n", + "|\t 2 | 2.00000000000000 | 8536.00000000002728 | 8536.00000000000000 | 0.00000000002728\t| 25\n", + "|\t 3 | 3.00000000000000 | 8537.00000000007276 | 8537.00000000000000 | 0.00000000007276\t| 25\n", + "|\t 4 | 4.00000000000000 | 8537.99999999998909 | 8538.00000000000000 | -0.00000000001091\t| 25\n", + "====================================================================================================\n", + "|\t>> abs max error : level :26 |\t3.310560714453459e-10+1.888474798761308e-08j\t| delta : -31597\n", + "|\t 0 | 0.00000000000000 | 31596.99999999990905 | 31597.00000000000000 | -0.00000000009095\t| 26\n", + "|\t 1 | 1.00000000000000 | 31598.00000000006185 | 31598.00000000000000 | 0.00000000006185\t| 26\n", + "|\t 2 | 2.00000000000000 | 31598.99999999998909 | 31599.00000000000000 | -0.00000000001091\t| 26\n", + "|\t 3 | 3.00000000000000 | 31600.00000000014552 | 31600.00000000000000 | 0.00000000014552\t| 26\n", + "|\t 4 | 4.00000000000000 | 31600.99999999990177 | 31601.00000000000000 | -0.00000000009823\t| 26\n", + "====================================================================================================\n", + "|\t>> abs max error : level :27 |\t3.350351107656024e-10+1.894841261673719e-08j\t| delta : -12722\n", + "|\t 0 | 0.00000000000000 | 12721.99999999997999 | 12722.00000000000000 | -0.00000000002001\t| 27\n", + "|\t 1 | 1.00000000000000 | 12722.99999999996544 | 12723.00000000000000 | -0.00000000003456\t| 27\n", + "|\t 2 | 2.00000000000000 | 12724.00000000006548 | 12724.00000000000000 | 0.00000000006548\t| 27\n", + "|\t 3 | 3.00000000000000 | 12724.99999999980355 | 12725.00000000000000 | -0.00000000019645\t| 27\n", + "|\t 4 | 4.00000000000000 | 12725.99999999985084 | 12726.00000000000000 | -0.00000000014916\t| 27\n", + "====================================================================================================\n", + "|\t>> abs max error : level :28 |\t3.747118171304464e-10+1.888292899820954e-08j\t| delta : 54343\n", + "|\t 0 | 0.00000000000000 | 11192.99999999990359 | 11193.00000000000000 | -0.00000000009641\t| 28\n", + "|\t 1 | 1.00000000000000 | 11194.00000000003092 | 11194.00000000000000 | 0.00000000003092\t| 28\n", + "|\t 2 | 2.00000000000000 | 11194.99999999998363 | 11195.00000000000000 | -0.00000000001637\t| 28\n", + "|\t 3 | 3.00000000000000 | 11195.99999999997999 | 11196.00000000000000 | -0.00000000002001\t| 28\n", + "|\t 4 | 4.00000000000000 | 11196.99999999993634 | 11197.00000000000000 | -0.00000000006366\t| 28\n", + "====================================================================================================\n", + "|\t>> abs max error : level :29 |\t3.216200639144517e-10+1.890384737635031e-08j\t| delta : -2734\n", + "|\t 0 | 0.00000000000000 | 2733.99999999998408 | 2734.00000000000000 | -0.00000000001592\t| 29\n", + "|\t 1 | 1.00000000000000 | 2734.99999999997272 | 2735.00000000000000 | -0.00000000002728\t| 29\n", + "|\t 2 | 2.00000000000000 | 2735.99999999992315 | 2736.00000000000000 | -0.00000000007685\t| 29\n", + "|\t 3 | 3.00000000000000 | 2736.99999999998454 | 2737.00000000000000 | -0.00000000001546\t| 29\n", + "|\t 4 | 4.00000000000000 | 2737.99999999992951 | 2738.00000000000000 | -0.00000000007049\t| 29\n", + "====================================================================================================\n", + "|\t>> abs max error : level :30 |\t3.492459654808044e-10+1.893749868031591e-08j\t| delta : -8723\n", + "|\t 0 | 0.00000000000000 | 8723.00000000016553 | 8723.00000000000000 | 0.00000000016553\t| 30\n", + "|\t 1 | 1.00000000000000 | 8724.00000000002547 | 8724.00000000000000 | 0.00000000002547\t| 30\n", + "|\t 2 | 2.00000000000000 | 8725.00000000001091 | 8725.00000000000000 | 0.00000000001091\t| 30\n", + "|\t 3 | 3.00000000000000 | 8725.99999999992724 | 8726.00000000000000 | -0.00000000007276\t| 30\n", + "|\t 4 | 4.00000000000000 | 8726.99999999996908 | 8727.00000000000000 | -0.00000000003092\t| 30\n", + "====================================================================================================\n", + "|\t>> abs max error : level :31 |\t3.440163709456101e-10+1.904663804452866e-08j\t| delta : -9987\n", + "|\t 0 | 0.00000000000000 | 9986.99999999999091 | 9987.00000000000000 | -0.00000000000909\t| 31\n", + "|\t 1 | 1.00000000000000 | 9988.00000000004002 | 9988.00000000000000 | 0.00000000004002\t| 31\n", + "|\t 2 | 2.00000000000000 | 9989.00000000002183 | 9989.00000000000000 | 0.00000000002183\t| 31\n", + "|\t 3 | 3.00000000000000 | 9989.99999999990905 | 9990.00000000000000 | -0.00000000009095\t| 31\n", + "|\t 4 | 4.00000000000000 | 9991.00000000002001 | 9991.00000000000000 | 0.00000000002001\t| 31\n", + "====================================================================================================\n", + "|\t>> abs max error : level :32 |\t3.487912181299180e-10+1.891930878628045e-08j\t| delta : 21963\n", + "|\t 0 | 0.00000000000000 | 10804.99999999981992 | 10805.00000000000000 | -0.00000000018008\t| 32\n", + "|\t 1 | 1.00000000000000 | 10806.00000000012915 | 10806.00000000000000 | 0.00000000012915\t| 32\n", + "|\t 2 | 2.00000000000000 | 10806.99999999988722 | 10807.00000000000000 | -0.00000000011278\t| 32\n", + "|\t 3 | 3.00000000000000 | 10808.00000000008004 | 10808.00000000000000 | 0.00000000008004\t| 32\n", + "|\t 4 | 4.00000000000000 | 10808.99999999998727 | 10809.00000000000000 | -0.00000000001273\t| 32\n", + "====================================================================================================\n", + "|\t>> abs max error : level :33 |\t3.319655661471188e-10+1.897683432616759e-08j\t| delta : -1973\n", + "|\t 0 | 0.00000000000000 | 1972.99999999995271 | 1973.00000000000000 | -0.00000000004729\t| 33\n", + "|\t 1 | 1.00000000000000 | 1974.00000000003229 | 1974.00000000000000 | 0.00000000003229\t| 33\n", + "|\t 2 | 2.00000000000000 | 1975.00000000005389 | 1975.00000000000000 | 0.00000000005389\t| 33\n", + "|\t 3 | 3.00000000000000 | 1975.99999999999250 | 1976.00000000000000 | -0.00000000000750\t| 33\n", + "|\t 4 | 4.00000000000000 | 1976.99999999988290 | 1977.00000000000000 | -0.00000000011710\t| 33\n", + "====================================================================================================\n" + ] + } + ], + "source": [ + "print(\"=====\"*20)\n", + "for level in range(engine.num_levels):\n", + " num_of_parties = 5\n", + "\n", + " amin, amax = -255, 255\n", + " m = engine.example(amin=amin, amax=amax)\n", + " m = np.arange(0, engine.ctx.N//2) + np.arange(0, engine.ctx.N//2) * 1j\n", + "\n", + " ############################\n", + " #### generate sks ####\n", + " ############################\n", + " sks = [engine.create_secret_key() for _ in range(num_of_parties)]\n", + "\n", + " ############################\n", + " #### generate pks ####\n", + " ############################\n", + " pks = [engine.create_public_key(sk=sks[0])]\n", + " crs = engine.clone(pks[0]).data[1]\n", + " for sk in sks[1:]:\n", + " pks.append(engine.multiparty_create_public_key(sk, a=crs))\n", + "\n", + " cpk = engine.multiparty_create_collective_public_key(pks=pks)\n", + "\n", + " ###############################\n", + " #### generate crotks ####\n", + " ###############################\n", + " delta = np.random.randint(-engine.num_slots*2, engine.num_slots*2-1)\n", + " rotks = [engine.multiparty_create_rotation_key(sk=sks[0], delta=delta)]\n", + " crss = engine.generate_rotation_crs(rotks[0])\n", + " for sk in sks[1:]:\n", + " rotks.append(engine.multiparty_create_rotation_key(sk=sk, delta=delta, a=crss))\n", + " crotk = engine.multiparty_generate_rotation_key(rotks)\n", + "\n", + " ###################\n", + " #### enc ####\n", + " ###################\n", + " ct = engine.encorypt(m, cpk, level=level)\n", + "\n", + "\n", + " ############################\n", + " #### evaluataions ####\n", + " ############################\n", + " ct = engine.rotate_single(ct, crotk)\n", + "\n", + " ###################\n", + " #### dec ####\n", + " ###################\n", + " pcts = [engine.multiparty_decrypt_head(ct, sks[0])]\n", + " for sk in sks[1:]:\n", + " pcts.append(engine.multiparty_decrypt_partial(ct, sk))\n", + " m_ = engine.multiparty_decrypt_fusion(pcts, level=level)\n", + " m_rolled = np.roll(m, delta)\n", + "\n", + " print(f\"|\\t>> abs max error : level :{level:2d} |\\t{engine.absmax_error(m_, m_rolled):.15e}\\t| delta : {delta:6d}\")\n", + " idx = 5\n", + " for i, (x, y, z) in enumerate(zip(m, m_[:idx], m_rolled[:idx])):\n", + " print(f\"|\\t{i:3d} | {x.real:18.14f} | {y.real:18.14f} | {z.real:18.14f} |{(y-z).real:18.14f}\\t| {level}\")\n", + " print(\"=====\"*20)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f0f76c06", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "80b96d20", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "32a5cc42", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a0f3fa49", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "791b12a1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "014c18c8", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "liberate", + "language": "python", + "name": "liberate" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}