From f34e26bd81be3503f5586646fcad037fb37fde61 Mon Sep 17 00:00:00 2001 From: Dingel321 Date: Fri, 14 Jul 2023 19:46:04 -0400 Subject: [PATCH] new version gpu simulator --- notebooks/Untitled.ipynb | 348 +++++++++++++----- notebooks/analysis_nma.ipynb | 90 +++-- notebooks/image_params_mixed_training.json | 12 +- src/cryo_sbi/__init__.py | 2 +- src/cryo_sbi/inference/command_line_tools.py | 4 + .../inference/models/embedding_nets.py | 1 - src/cryo_sbi/inference/priors.py | 21 +- src/cryo_sbi/inference/train_npe_model.py | 36 +- .../wpa_simulator/cryo_em_simulator.py | 34 +- .../wpa_simulator/image_generation.py | 11 +- src/cryo_sbi/wpa_simulator/noise.py | 12 +- .../wpa_simulator/validate_image_config.py | 9 +- 12 files changed, 393 insertions(+), 187 deletions(-) diff --git a/notebooks/Untitled.ipynb b/notebooks/Untitled.ipynb index 38516fe..df4cbb5 100644 --- a/notebooks/Untitled.ipynb +++ b/notebooks/Untitled.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 6, + "execution_count": 1, "id": "f34728a7-9bd7-4328-a33b-641f477d7d9b", "metadata": {}, "outputs": [], @@ -16,9 +16,71 @@ "import zuko" ] }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e8937575-d933-4d81-ab1d-8651b351a421", + "metadata": {}, + "outputs": [], + "source": [ + "data = np.random.randn(30*30)" + ] + }, { "cell_type": "code", "execution_count": 3, + "id": "c2fafc60-f51f-41c6-a2c4-73958898e9ac", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.9785034812147411" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.std()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7a8e08e3-5613-498e-995d-a6e1d8198275", + "metadata": {}, + "outputs": [], + "source": [ + "data = np.concatenate([data, np.zeros(128* 128)])" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "94824436-e548-442a-9a90-1adf775b6c49", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.22328623146932527" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.std()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, "id": "1f5004b2-2cea-4f3f-8db3-ce6be6b3df76", "metadata": {}, "outputs": [], @@ -41,7 +103,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "id": "d664bf85-4a52-4e47-8772-327726ac8b36", "metadata": {}, "outputs": [], @@ -67,65 +129,24 @@ }, { "cell_type": "code", - "execution_count": 272, + "execution_count": 9, "id": "c40ee762-85ff-4796-92c6-82393fd2417b", "metadata": {}, "outputs": [], "source": [ - "models = torch.from_numpy(np.load(\"../../ceph/covid_spike_data/training_files/spike_models.npy\")).repeat(5, 1, 1).to(torch.float32).cuda()\n", - "test_quats = torch.stack([gen_quat() for _ in range(len(models))]).cuda()\n", - "pixel_size = torch.tensor(2.0, dtype=torch.float32).cuda()\n", + "#models = torch.from_numpy(np.load(\"../../ceph/covid_spike_data/training_files/spike_models.npy\")).to(torch.float32).cuda()\n", + "models = torch.from_numpy(np.load(\"../../ceph/benchmark_hsp90/hsp90_models/hsp90_models.npy\")).to(torch.float32).cuda()\n", + "test_quat = gen_quat()\n", + "test_quats = torch.stack([test_quat for _ in range(len(models))]).cuda()\n", + "pixel_size = torch.tensor(1.5, dtype=torch.float32).cuda()\n", "num_pixels = torch.tensor(128, dtype=torch.int64).cuda()\n", - "sigma = 2*torch.ones(len(models), dtype=torch.float32).reshape(-1, 1, 1).cuda()\n", - "shifts = 60*torch.ones((len(models), 2), dtype=torch.float32).reshape(-1, 2).cuda() - 30" - ] - }, - { - "cell_type": "code", - "execution_count": 278, - "id": "3c3772db", - "metadata": {}, - "outputs": [], - "source": [ - "shift = zuko.distributions.BoxUniform(\n", - " lower=torch.tensor(\n", - " [-30, -30],\n", - " dtype=torch.float32,\n", - " device=\"cuda\"\n", - " ),\n", - " upper=torch.tensor(\n", - " [30, 30],\n", - " dtype=torch.float32,\n", - " device=\"cuda\"\n", - " ),\n", - " ndims=1,\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 281, - "id": "ec9a3a10", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "torch.Size([10, 2])" - ] - }, - "execution_count": 281, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "shift.sample((10,)).shape" + "sigma = 3*torch.ones(len(models), dtype=torch.float32).reshape(-1, 1, 1).cuda()\n", + "shifts = 0*torch.ones((len(models), 2), dtype=torch.float32).reshape(-1, 2).cuda()" ] }, { "cell_type": "code", - "execution_count": 273, + "execution_count": 10, "id": "c51ed760-4f3a-4c84-853d-02a4f6d0e06a", "metadata": {}, "outputs": [], @@ -160,7 +181,7 @@ }, { "cell_type": "code", - "execution_count": 274, + "execution_count": 11, "id": "d0ae384c-2809-427d-8e56-92bacb501f5b", "metadata": {}, "outputs": [], @@ -193,7 +214,7 @@ " grid_max = pixel_size * (num_pxels - 1) * 0.5 + pixel_size\n", "\n", " rot_matrix = gen_rot_matrix_batched(quats)\n", - " grid = torch.arange(grid_min, grid_max, pixel_size, device=coords.device).repeat(coords.shape[0], 1)\n", + " grid = torch.arange(grid_min, grid_max, pixel_size, device=coords.device)[0:num_pixels.long()].repeat(coords.shape[0], 1)\n", " coords_rot = torch.bmm(rot_matrix, coords)\n", " coords_rot[:, :2, :] += shift.unsqueeze(-1)\n", " \n", @@ -211,15 +232,7 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "09b80590", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 275, + "execution_count": 12, "id": "c279e5f3-4432-49be-9817-a3e4449c3f38", "metadata": { "tags": [] @@ -238,23 +251,54 @@ }, { "cell_type": "code", - "execution_count": 276, + "execution_count": 13, "id": "8223e8bb-87b5-45c6-b3a2-7d53e393c29e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(test_images[0].cpu().numpy())" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "8a2f49c7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" ] }, - "execution_count": 276, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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\n", 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" ] @@ -264,12 +308,12 @@ } ], "source": [ - "plt.imshow(test_images[30].cpu().numpy())" + "plt.imshow(test_images[19].cpu().numpy())" ] }, { "cell_type": "code", - "execution_count": 251, + "execution_count": 162, "id": "ad6c6432-e741-4dae-8486-bfba9289abf1", "metadata": {}, "outputs": [ @@ -277,7 +321,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "34.3 ms ± 56.8 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" + "6.8 ms ± 233 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -287,7 +331,7 @@ }, { "cell_type": "code", - "execution_count": 162, + "execution_count": 16, "id": "9eec3b80-9caf-45ba-9a0b-6e883e2a957c", "metadata": {}, "outputs": [], @@ -320,45 +364,45 @@ " )\n", " ctf = ctf * env / amp\n", "\n", - " conv_image_ctf = torch.fft.fft2(image) * ctf\n", - " image_ctf = torch.fft.ifft2(conv_image_ctf).real\n", + " image_fft = torch.fft.fft2(image) * ctf\n", + " image = torch.fft.ifft2(image_fft).real\n", "\n", - " return image_ctf" + " return image" ] }, { "cell_type": "code", - "execution_count": 163, + "execution_count": 17, "id": "4fca86d7-0a43-423b-971f-6d82d46c80ce", "metadata": {}, "outputs": [], "source": [ - "defocusses = 1 * torch.ones(len(models), dtype=torch.float32).reshape(-1, 1, 1).cuda()\n", + "defocusses = 0.5 * torch.ones(len(models), dtype=torch.float32).reshape(-1, 1, 1).cuda()\n", "b_factors = 1 * torch.ones(len(models), dtype=torch.float32).reshape(-1, 1, 1).cuda()\n", "amps = 0.1 * torch.ones(len(models), dtype=torch.float32).reshape(-1, 1, 1).cuda()\n", "\n", - "test_images_ctf = apply_ctf(test_images, defocusses, b_factors, amps, pixel_size, shift_x, shift_y)" + "test_images_ctf = NormalizeIndividual()(apply_ctf(test_images, defocusses, b_factors, amps, pixel_size))" ] }, { "cell_type": "code", - "execution_count": 164, + "execution_count": 18, "id": "f3d4d1cf-1ab4-430f-aed5-6d58aeb9e912", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 164, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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k5pFCm9ymqDd+DTJil5mFEi7qN8cgXSbz9uk6ocuGrpHWK8KoytiXbHJ0YeznvJBURxhBKDlXTCmDCdhPGYcpIbOgTNyiu/N0gBypWa+SsffnS+HjN4RsoGK8NyuYuRnDBnHG30U68vgikkkhtHZKj4Qnu1EtA5ei1KH0G3hUGCQ18MhxMr3XLXhX2RudcibvyeWYaE5JqLUjN0vZRVpvTQ6R1quNqMgiKPF+JCFLsVVa0mNHQoPFNy+j6mKVNHHFXjI4rY/xmKBiH4/99Hqeaceo6s8vrxd0RI7Lac7+XMX5vKqW16f9rqtRDQw8aAySGnikuI6glgbdZWxGLwDYpLUy7njMRUQ6VRilLlHL8vrl/dgtghgKrQRhurTNPnq6OEy23cIoc4ZUAoSgM18KEeek2E8TiBX7TcbFZkJiwcVmwq5mZBY8Oe1xEPvvl93JQpSxl4QiaRFngE6SriqgLmyAmrWRqDpRptV5DUHFpNTUkgCuTP0JrCoXsnT4exwT1cDAo8AgqYFHgvtN9QVRBUltuIK8thJ+eK25tmtQDXKaPf0W6bg+UshAExewE5VE6lDWEVkVxqEmzJVRasL+kFFLglSC7JNtqBJo5qaDaOt5VujEUAL2W0YtCZykqeVC2FAytxpb5rpSDoZ7xBIdLudN1aI3BaBiYg8lsmZ4UhAJauV2ToEl9ddL09dNyZcjKkv9Lf1T8bqr6Gko/QYeBgZJDTx03M81d7+Y9q4Q97pi79V31VV3VRgi3NJi1C3QoqZ4awSgJr8OtF4kpUZQVRhSvQ5UGSgMqlYE4xmg6FtqROKLPiuUGTVZeqzkikPJSCzYe0TFUAjXRrhBTkVNqHEqjXnlyYvzrdeLG3rHiv7n60xsBwYeFwZJDTwyXKfo68US0awbM56AxTGhT4GF0m72+0NxQpEQNCwERaTQtBT4RS0NBgAUir8WkVm9aT9nlGKEVy8yUAhUGOmCQIXAFeA9gapn2VokRZBJoUyoW4YcjKguZsY8JzAr9tuMu5upKfA27FFiFx3uS26O5dEb1dejyP9px3mF3F6EoaQg4kbIiqtJqX8+JOmjDjXwuDBIauCRQo8XQCw9UXGLZt0YpRHu5D2i5yiIqlSvQ4WoofIq/bQWZqz3aUmFAaV6064QypxQC0MKAwcGzQSeCWln9zwDfAC4AtCl/UkyIBNBGaBq0ZkmRVVgVoA8sqpqI9/nXHHwelvs2rHDRKj62vnr+pl6gmp/34koQjgRUWarO13VQ3YEJqBqGPNen/IbGHjQGCQ18FhwnMZbBhhetjs6xsqB4UgBJ0JQiZ9tAdeIAoRA5LUaMueGWLD7bdfaRWOVrfZUllsQFHm6byGpRWQAWK+uMiyCE4LMRlaaFIVtnhOzNiKy417Uc1UWkon0ZVP3HSkK+2ZcIvjtdOPzg8CpJt+BgYeBQVIDDxXHFkh92iiIKkab9359xyM0zKLI0mFzTThIaim+uSbUyihzssVcAO3TfZ3KTcUW7loZzOualypZ5KRkir99svpTIaQL9siJkO+iRVF5p5buEyMpUouk6gSAgXJGqDNBkv1N3WeLqg6M/ZQBVuwmAWdZIkpeL/+r1qajSLT95IQHAMzajq2v7Z2ykjr5mb3KtN7omRp4kBgkNfDQcd2i16f6Ts136tFqUerzlNSioVrZox9epOE1VG/o8ntizuFEIFWodj7ifSRWO4HEHNGTERQfgLQH+KDg2UiKCwBVeFkJkhRcLN0HT7txiqNVq4UpQ7bu7lAINTNA1pQLXiT5sXvtEDpist9ri5rWJCWN8CNKvd/P5H4xoqmBR4FBUgMPDVctYO3KvnuutwDq0QsJAKyk2drdqxJU7E01RAxKfllvi716Sk0JIAZo5XbuvwuCEpiCT1wYETdZ7rk9r0skJbEtE05wAlJSSCKkBCjTYrLuCkCZGCielmQYSXma0iw4luiKGPb3TbK/ENRCUj7EkLT1nF11ftvhH5FW35slg4kGHiMGSQ08FNzPuta7nB+7SQBrF4kwdS0a/UsmlqiVmwJPK7cICr0TRNAhK7QRANrC39JpSq3/CQqLomZX8c0ELpaySx5FpYMi7wVUjKi4KiAKTmSpRSZwsXSfsqIcCGlvEVbdEWSy/iadLPpC1K8oalnxnEKz73cW0CQgBiTBraKAlKQJTnKSZcTJFTWpXvxwnPa7yrFjYOBxYJDUwGNBv/y1K/0Tr1td0a96oqjJzVXYxBLe2AqhJYpabax7B+rJKe6doMR6n1aRU3dD/1wBuChIFDyLRXICaFWXDVrYpImcMz1aUts+CJAKMNvvNYfgQqGTP5e8mTcBChNfAKYSjPNn0ZS0sSZTSPdPRFDNmPeESm/0Sg3cNAySGnikuJdHXyCmzEr3c+madY9HVjTEz13f0nrDvSque213TycIzmpbp29KR6Sr6kSpFmEVI67kjU02rUMhxSIpnrsIqpEU2e/ZngPsNZgATYtKsL0n0Fzjp85OKtzP0Z2rOJfcNwr7dprHX5yu7jxc8kI8cXpjXwYGHhQGSQ08FvRX+MfpqLZIEoDOTWLx51u7SiiwJqWebLqfW50HcG360U6pRVCQ9faCoEJS3j/WZNGWdjp2EkWLURTgahFROhAkWxpQEyDJ0oDqtSolUwZqslvd+Os2Jt7QpKhbQnX21hS+e0ZOm1RtTEgqNioEihzDF5tsfxk9EulTFus3U6CN+OiJqje4bZHt/X3MAwOvGoOkBh4ZTkVNx6ozYPGXOzUjqgklEAIJasq8FXrC6t6WOgLUU1Fcn/q7AkrLzX6mSw3CEZoQKVCcb9WfJ1P4cVKrSaWF9KR6FJXsDzTbhjk7WWSFOOlpl76MJujktw2XVuPLJJ1Th5j4hC2ayjG63s/3ak7XFUw0CGrgUWKQ1MAjx3XpIFFaTZYFsKj4sE45tR4ol2Fr+9nybwoFtWm7wKqBRwHq9kRJFwLDsh1le2gNuZZ6k2wSdhFCnagRLQmDqkU5EUlZ6s9/Pyuo+L5Fjcrfw6IzcqcK9fcgE1QI2ftWE0u0bcRMqXY+jJA2bDZLTIqJbQ4XAJPuK0GYwVVRyN3W/TywWn1v5YLebf9+6lUj1TfwoDFIauCB47or7aa3O9W7A18IOy+9/neR8jsmKgIANrWeBil1ZLRC1xrV71QfYbX3TLCoR82LL34pGwBss6m4LpEQwJbqqwqeFaSdoAJA5CbpaPCgBqkymXs6E2RipFsMyYQy24HKZrkXBXRaokgmYMMVU6q4lQ+4Pe2QSLHh0iYAz5qaee3EE/Y1o7ijfCJuhrYEGyAZLugmWlyn+cYI+YFHhUFSAzcSp1J9V+GS+WknilDSVcRkT+JyJypd8RiXa1Lrm0U7JORCBnIPP9+4oMkIg8Dc3wgRspiegoyA1LYJBThSfSWUhOQkh9aPdeyFGCm+yWdUTVSx5dJSqMUvAGZJqFwBMRk7GNC6zN9SGFGdwrFR8CCrgYeJQVIDDx0vdxE7VZM63h75lTyzeplHrekVsGiqV++F80MfYbWNXb0fSktKUYm8z8ojJ7WUnWRtDhZUyZptYQIMFe/LFQKcoGj2pb+I7XNn1a5E4CJAZlBlqKf8lBk82zFxcWm8E1mrzQFNzbflgi3PyCw44xlbKgA8kmLCLAmSCBMn7GtuQgpgUf5BGNV9DS/V247PUxdVnTrFAwOvBoOkBh45rnPfjn6p61RkMdIDwmCOCoq08fAAW6pOYPWc42jq5aykITUPomNT4MV2pMCJyaMf5yAScqLqZH9FjKRUgbmASl0YRhXEDJ0ykBNoSlAm0CZBiZDPbBBh3VhjsbKRYpjphnAic8U2FZynGRNV3Ep7nDlJVZi6b2Yz1t1LRiabZdWPQmEoDgCSp16V1hcNp5zsR/pv4GFhkNTAjcN1Sx2ToqIjNIp+K3SiCWeh7rmViOJVXOqvTCw8BQi9LE2P/qnLG7DoiaoAIl5citSgAsksksDsLhYCEm6RIEVE2EvkuxMWFwCJxG5QTE5SDG7j4CeqECIIETIJKleTo5O2acXAvaPgQU4DDxuDpAYeG0RNgh6KvlOI0lE/UiOx+vRbBWuEOf4aT7ephKpuISZtTVW+bT2KruLepe2Luzm1mhAXNBeK6KeKXe8bfpXJFH7UpQ37A1cFqnhtSlrajxJbjjAxqAq0kpMVoEf+gWguG+s+Joa220S1CScYCoHVqnYyNQ/BiavV/bjiEPWp7jMZRDXwODFIauBGYHFDWKKBPmgBzIdOAYAttUdKUBVXopmDOYQW66A+munIZ3nPUNvR8hohIx0BuJBbJFmK7dgeiaSLbGJH/T3D+kgTdRJEdKIJAUqxfRB1b6QE4gIwG0nNAmYy26Wq3XuTpxPV5lSpCS76Gt5EFRMXTFRwxjMAa9QFAbNmzGmPvUwAgHM+NNf5Q0pgV1FGSrWG7VJsA+vobf0pAb1T+8DAq8UgqYHXFAhLVMVYFG2KJpCzRTIcxSO9R3BLpD7swWWVH7BKq1E8FiyR09E9cERWsd37Xal7u4r2XLexbj/6/eobj1+JGSx7SnD5eT0uJXDZ++9lv9XAwCvGIKmBR44YZ06klvJrarzL6BfLvnhPQHOMqORqulxtdLzn/NQjGQlndKXFpUHU/fWcx6pvt0UqPtjQ1XR8WKTgNjJe22ReUrSU3Iq81KOqRLayJ4KmBCICSgJytrlWsT/sLBv3PXTZtr2f7acUMsVeNaVeCCL2mgEBKnOLfnokKGZ/nFlQYQKKkKNnMVf1+LwSK6rAVZW93qMPVY/bAIbSb+DVY5DUwGNDX8sI2XmP/oq+TfENv7/onfLxFOTa70oM8RlK4so35n7EPIw8KkOdVHpT2n5OVNqTuZxXgPcxKl7Bh6hVuQN6kIfbM8TvGghGUEygZOlIJLb6kygoZ6BWI6bElu4jajUj0uU9mgM7e12qErTYyJK5JjAURRmzJDArZk2YNa8ipkDyulWCIEGshhW9U1ztb9iaqJs45drP8zS3DqIaeDUYJDXwWKG6RFHXCSiAJaoKj7lw7GZSgAVVljqKNqJiN5lY6jeWHtNLNSrbIVoMZmUhBq5d9FTRBhwudamob+FKR4kWISU4CYXnkq/uKS05y653Sq+KqmL/xQi5CGNK1gc1awKrQpRRwS01mEjs5xPnlklabSouEFSX9F9I0avv/nVpvyGmGHhQGCQ18MBxqsxzjFMpv+Yc0RXee6d07h4HEkuzSgphRbimx1TZiKKW54FSEmpJi7hO2FJZHqlwIaTZI6gC5AtdIqm5T+0pTgQpaPZHRD5okSCTNcxS9f3P3hVcqin52ImKCTolaGInNjRS4mr7A7Jx9rRnqADzIePOfoMi3PqktlxaBMUuR2cS65VSI7JAX4sKh4oNVxRSCAizR1Oi7vHnUsZjorKfl8+SQuzSfTcGBl4OBkkNPFIcp39WbgVdVAVgRUrhpgCsC/lW7rEtTqmbj9Q1nsbjqla7USXsk+BACqkMSbwIHdRGa1Cx2lPa2zyovFvIKe3FoqyIoGynFgk6lnslAJk9crMIhpJFgS0cScmYMqImBjQlaOY2wsMPBlBaSKoYUakyZJ+w206oSrgzbfDitMWek43qgCKRYMszku/vrMm8+uDRkQIJgokrqhKyMrKn/gr5OHqY/F9Em47kqhTgqYbf+Py70zMwcE8Mkhp45DhFVKeEE8fpv6vmT7UivZIPFlwvkuHyPddk5qlKKJXBbOms5qDe7eBSZ+rqTxWLy7nossuibkbb9WT56k2sJt6jmB1lJCTCRlSqIJL2mkZUQVCJVvNMmqqvmw5s2nBCrQSihENN2JUJkggHydhLXkiei6UAdZ3ySzGyw3u7Yux85gqWtDh8dHJ0BUB0OZo6xqnU3yCrgfvFIKmBx4aIcJKnkQBXj50SURzVSmLRZZJLsumw+DnGQRJ2dYIo4QU+A5EZrpY5QcnECk05JwDPinQwcUTaK9JeQFWRDmI9Sl0Yoep2ST56IzJpq9ekBBGrXfEk4Op1rGLb68OScEJXtuGIsZqbq7rtn0yEfBETfBNm3qBkxVf83G5TRRHGfpORueLJtMd5mv2cizf3UjuvEyqE51XNapYlJVidpOKzo8oo7fivl8FfVaMawoqBe2GQ1MBjQb843a+bdj/EL8gps7SfJ3/OZijVS0R1USdc1AlFEoqw1VmKqeDMuKFT53mUwrOl+9JBwAcjFprFp+8amfjeuXLPjyyiKWpZPiDBzGZhsvRGWJWXOlWcE5eut2gKS3THxbOEB0Amk6JrhtWxsmKfJ7yUBPtUkXg5TwBQwUgQbLmYkg/olH9s59O9PapSG5hYuvpUEZO1qwtQ5CgSvurzvPJ5vx9kNXAKg6QGHgruRzxxHe5H6dcT1kQ2Nj1Gpk8nSCrGpydftG0bRxvW5dZ6kkQXpV9T1WG9qkbK0NN1UUuKcR6AC/nY0oTiIz1IvMc40bLON8GFbzdhNQm43z8vG4EKQLOlG2VmzLPV3nYl427aYMPVTWctrZchYM/TRVQVChBRwkQVhRLEU359fSo3BaUrKklRxZSK96PqG8q/gZeDQVIDDw33IqqlpEMtwaS6LGKihOS/b1M32qJpEdR5mjFxxYYLbvEBkxPULT6Aj2R3L9UzPF/OsZeMO3mDl3iL6n1WtkZTk5hzObq52atPADQ1XopGpoWYwJaGq5PtsySb5LucFFoIUHRV+4L3Qx2HFkZ21IgwyFMPikQEdhd2EnuvIhP2lXDIJk2fa8KUzEB2P+2QuUKUcZ4OPnuquhktVgMSe1f0RDaDKs6pKuGiTE3FN1eT+8P/5trPvUsNHosqRjQ1cIxBUgM3BqbEs1lRtu6ur8xXaj+vRwVBbbngybTHxAVnVHCL9ycbWGPx3bClwhLH1FxqRBVRk6X9dBlWWLX1QS29UZ36zlN8UZNSMtJwi7wl2kKQUlcDU/+5F2RcsdKTTxc2lZ/6+5nogn1KcE1L6o9ZMaWKTbJR8huXqGdNmLCYz/Zydba+gCawCDeKiEaL30RtFIrVF81TMfrX2ud6j898ENXAdRgkNfBQcT9pP8Vlx4lTV+P9a5js6j67y3eC+dCZ67cZq0a68JQtUPRMxUj6Zi4bKr6jSOd4ZzQIiWCScU/rxSj51c8pUoGd6k+tv0oBm0fVFIXU3qvn2GgQbo3B3cnra2hW4wLkUuoPpvqr9l/+INn6oUBNPGHn1fqphAQTTL4+U2puFH3qz0Z8OHGxQDUBZPZJERnHOPr4nAFcnqR8hEFUAz0GSQ08Fhz30QRRkS6S5hgbf+yPEO4IuRuPfsYznkw7nNGMiQqe4AMmKhAwDpqsFgW13iAlU/qVjP2cIYcE3jP4QObLNwN8UPfqcwdyXSIcJZ/Ay7T0MmWGZlPiRbpPkwkb6mYRUISIonde72tdve9fi6o68mo/+z0XI8C0jxH2sJSiAJoJhTIOSihTxQtsB7BPGRuv321TwbnOELLUajT8bknAvfFtXqIjUYbEdEe4xL/k9rkSEaoEGV/uV/NftOdH6m/gOgySGnjouGdtqnMmiJRfCBrawghbRAMpiIr7CMqiqA1VnPHBSAliKSsXWMQ2iySLpJSglbroKVJ8S4TSxBS2s3bXN+/SUjdqUVREUGmJrsBWo2rnpY+YjsQaK2KKfVK0/qgWlYgv5mQbVCHwDKRE1h98MAIVBeY5YZc9kqoZc5qRj8gjIinbuNWu4txays8uCmZv9k2crD8tnD9IAeE2k0q6T/44DXjV92BgoMcgqYFHgpej9ovF7aomXz7a0vHPABoxzZoxa8JBE+7KBi/VrUnRy4TdnDHPCZgZNBNoDudzdzyX4wgKNt2X0CnwqDXothRfl/aTICtebk0QEVwQnbE4ipSauhDNmR1ikWTf1Ls6wX36j/zvqgk7aklmQkvArmZsqhXL9smafSuxEbmLJ6Rr+E0kEK/nMalHXGurqhBaNF9FuMM90Mgqtli76Omq1N+IpgaAQVIDNwSroYf+XNSlTl19h+IsYSn2ByrYyQnY6YQX6xlmzfjK/AR+Z/8kdjXjK7tzXNzdQmYG32Xkux6B7IC0twZeGzaI5m7erI/sB2gmSCZvvLXHpuYzwUSk+2Tqoyu95Gm74mHtpOiykFV4BXIBdKYWXXFpf+avVZsgnOz16QDAG4PLJmHHE+rE2OYtAKBkxpYrKrh5/QnFpOO18IT9fE9dTWrDBUUTqgiEySYlC0NJPXW7pP2qLKTU0oAYRDVwPQZJDTwynIqmTtWm+uejX+q6NNEpFV/1pa0qtWhqLxm7mrGrk9WiCkFnRpqpk5uvp+AiJuf2YDTJ+SINX9J/q6ipe6xJFxFFnBAsERWAZb5UF1GREMSl5wK7V7YoRb0hGP43hONIyqMpBrTarK1a1ZuZEw6STaknCQmCmZMfYkRIsvzszdLxfHP6UG3DJwVYpOv+s/pjJTP8pT7qOvpO3G9j98DXDgZJDTw2HF899/1R3F1d32u5MjEEu6v3BkkFM9li+2I9x/P1HDuZ8HvzE3j+cI6LecJuP0EvMmgmi5xCMBHpvpCeR6ovimSh0KOIljxiiuipr0edSveFXVJ/AN1pWDXsxq9EQe5WEeayIUO3HQKa6zp6cYbXtcRIF4Uhs1kZ7efc5PcvzltUJWzZloMtl9Y/BcBd0G3HzZiWVqlAYO1SH84dPVEBTk7oiApLlLwyGT7CiKa+tjFIauBGYDXp9R6RU48Kc/K2SGlqqaoKW0ifr+f4f4fb2NeM/3v3dfidl57AoSQcXtwgvZjM4fwOYbqzuJ2ngzaXibZ/4RwRNScyUYRsjJgs3QcnrOWx/azubO7bcZFDQ9e024+d73uqqEv38cGl8slui8ijJ1LfdnOlINBMUE6oQrjI5mF4yFaP2tUJZ2lGUcaGizl48IweFRZxiSskjz+jMKcVJ6BL0RJLS/VVib853W4wMBAYJDVwYxGzoI7FE/1Ve48K8it1bqModjJhXzMuqt0fSjKxRGFb8HuhRIkFX5cG20j1eSSltIgfTHJ+pOrr0nzoXxsBTxDUMTEhXq+rn4HYBgFq0aUme40mAuo6+qKjsKMJMBjmvyQEVIJU6xErVdtEXybFvnr0RJdrfYCRnejSW3WyXtil+drPfcR0nxcgAwPAIKmBG4C+JrN2mMDKbaKfKdWjKlvTqWQIGUHtxCKF35/P8ZXDOXZ1wkv7Lfa7jYkldoy0c7FEpPtqJ5ZQbbOggI5sXCQR7uQyWfpPJkA2TlhOXjaNt1P0HUdQPSL64Y6o4vVOTKSE6hZIEE+rqUdVQWhYEyPQEVWMm4c5vwMWAd5JG8yZcZBkww5rQWbBWZpN6t+d8z71VzzN2jcDrw7JI6r22WJJASp18vQTtamBgcDlOdIPGB/4wAdARHjPe97TnlNVPPPMM3jjG9+I8/NzvP3tb8cXvvCFh70rAzcQ95pFBMRaH5JnWW5YrtBnTdhrxl3Z4MV6ht+fb+F35yfwu/sn8DsXT+L3Lm7hhTtnqC9l4KWMfIeQ7wD5LpAu1NJ8e23CCZ8539J39YxRzu02nxPmc0Y5J7vdAso5oZ4R6haoW4+yJkCSp/r6iAlYS84bQalFSUmBrMBGQFsBthU4E+hZhZ5V1HNBPVfIFqhnfr8xkpRpSSvGyh9WT1wIdPC03z6h7DP2uwkvXWzxwsUZnr84w1d25/i93RP4yv4Wfm9v9185nOPFssWLZYs7ZePik4xDDdEFr6IrYLGwIlpEFQTrb1ueW0QU7bO+ojY1COxrFw+VpD73uc/h4x//OP7YH/tjq+c/9KEP4cMf/jA++tGP4nOf+xyefvpp/MAP/ABefPHFh7k7AzcMxxHUKVyaK3WN6qv6MD9RwuyKtSIJszDmyqiVgWrpLirewFvDBmlp4G0I1V4TQZALIciFEm4g2zXsNsfyLnpa7XF/nKcOpYugiBVgBSUFJQEF4SV7Xlm9QVi7Wld3696nRVOClvJTv9VKqNXIZq5xvqyn6hAKQOHuZuc1Un9XfX5XfXbXfYbXYRDV1yYeWrrvpZdewo/+6I/in/yTf4Kf//mfb8+rKj7ykY/g/e9/P975zncCAD7xiU/gqaeewic/+Um8613veli7NPCY0cvLjxc16q+8gTYB1jJuZgQbM6KmNjtqkUS3EfFg7MVqUAfJ1rR7mDDXZPZHB7c/ciUftV4oz6yx1W8shRfkQyjbRQxRN9TcIzSvlXtKWPdD0cIXGu4Q/ZPkZyZ1pM0WTVEWMC9LswIQViiSkaaiNfmqANq5Y7TSjwbxmnktCoFVjVjBUCEUAkQEpTBE2M51qtjn1MaaJJ5Opluvq00BCyEd9781uTroUj9yO94hRx/AQ4ykfuInfgI/+IM/iD/7Z//s6vkvfelLeO655/COd7yjPbfdbvG2t70Nn/3sZx/W7gzcEFxnLAos6R8itcUyCIoFm1Sx6UxOw1g2MKsNM9xLxt2ywd2ywZ15g91hwn43QfcM3pk/Xzr4QMM55OZoTbvmXE6oGyOncuYpvScI8xOE8iRwuA3MTwLzE0B5Ap7yU0u/bXRR98XK62TBEbl1N3g6rnXkMkBJkXJFniqmTcG0KdhuZ+RNAW0rsK3Qjb/XZLdQE56sR0k/eoTAewLtGbRn6C6hXmSU3YTdbsLFxQZ3LrZ4abfFi7stXtht8eLebi/Ndk7vzBtclAn7kjHXtDLrvaT66z7T48f9Z35f35/7etXAVxMeSiT1L/7Fv8B//a//FZ/73Ocu/e65554DADz11FOr55966in8xm/8xsnt7fd77Pf79vMLL7zwAPd24KYgpqev6hgnBBPhbn5a4ccribRNkPXFzd0cVl55fm+/JjQxNEV0RG0m1CIx7+Tknmprf3OkzOt9/+j4MTxy8+fb0bTFG2CW1Xlh9jQgXDhxlOJTf+92avwl6rUpZa+3iUVWSva47WoliKswqqcU1d+7enov+qtCSBiRUfS29ZHPK03t9Riefl/beOAk9Vu/9Vv4qZ/6KXzqU5/C2dnZla8jWl9tqeql5wIf+MAH8LM/+7MPdD8HHh2Ol5fLqb64d6sj1vY4DGQ3qbT+nTA5DYsehmJGam8kSigeVVVhSGVojWgFix48HrIRj+0Et5RdOSPUDaCZMD/hooQM1K12qT0nFF223de2mu9eXxMCVvLy6st977hBrMi5Iid3dmBpQgNVk5CXDUELG7kW2xcSk6X3a7rCIzYCWGPir5nRKpuhL5KJNqQSwIqarIYXRDlnaSQZI+mZBckJM7G46a9emqgc/VPAkvaLdJ9dkMSO3p80/UhlP/BVjgdOUp///Ofx5S9/Gd/1Xd/Vnqu14ld+5Vfw0Y9+FF/84hcBWET1hje8ob3my1/+8qXoKvC+970P733ve9vPL7zwAt70pjc96F0feAg4rjFcle6L6CnSfHE/dVN4t1wxsRFUTJONYX19ET8eV2VUscda2SbvHhOF9xuFE0QTRiRX7G2NnMoTauq5rJAzheajkEhMjAFV8ExtlDtVq39BlzRfvHcQpDJBSN1olszOiICUBJtcW7ozIktVEzqIkKkHSaGzjQyBolv07Y7F1/8CSyW6jD2iQFJqUaNG4zErZOaFsLIV1JgtDRn7F4SFbG+kMCJEFwETKbhjljDLMCm6NgsrJkX1qOkqN5L+ezWI6msDD5yk/syf+TP4n//zf66e+7Ef+zF867d+K37mZ34G3/It34Knn34an/70p/Gd3/mdAIDD4YDPfOYz+OAHP3hym9vtFtvt9kHv6sBjxnF6Lx4DXV8U6Vp+jrhav+zXB/Qzj5yclC5foUcU42TQ1HjwhXo1amOJtJpQIrtMHFiHLEzev+Q/ezqxzYs6IqnYj/Z76fbTRSN96nNVz2GPQNgUEkvKcb18U7ebGvedcS0Qgo5QWZBlNZSWehoAJctLKgFSGcSW+WDGcp6vQTTx9r5+/TDKew1CBEba72sVD5ykbt++je/4ju9YPffEE0/gG77hG9rz73nPe/Dss8/iLW95C97ylrfg2Wefxa1bt/AjP/IjD3p3Bh4TrkrxHS9GLXqiSBtpixomtnHnuUVP9jhhiaCA06M6VqBgCycdUXMw96ZcJW1Gsb21UbkFj6QU5QmFbgVICj4rYCepeGeZGbqDRVQzNULivTULU3XRwux/l6wGFupAEFnaTwAVagu6RZOCbS7teEUJpTLmnFBzWo4rRBMuRw/hYJCRB2oxExHk9k6tNsUELb5fIXUnI2XN9rhmgWSLsCT7uPguygOHU8UpUYS9Prs9kr1QfEqyERC5RdJ9kRZGNPW1gMfiOPHTP/3TuLi4wLvf/W585StfwVvf+lZ86lOfwu3btx/H7gw8ZFwlN4/HfcQQqS3yetQmlUZUoeib/L5HT1TVo6hjlZl6JKBpLR+3uVCKZhrrPVD1zJtlJ4WeV9BZBWcxlV2y1JaIhTB7TCiFLaVGaO7jXIB8YepBPgDJSUqSvac1/VIjF6ou9NC+RifY+nlQJRSXiR9KxpzFDG99QrCd1P6gsZjRel3KalP+fnBSjICTI7JUs13ydGjzH5wI6vPhq39uwgRmRVZBFQZSbZ8J++fYPgtSQPiSwawFodp2/37jpVbDu8/XD7z28EhI6pd/+ZdXPxMRnnnmGTzzzDOP4u0HHjHud4HpU3vhQBB4uaqwpV/niq6KXgEX97FIJ7TQoxFY6ppkEyyCSi4WSNZHpEqI1iRiWd4HWAQUndQ8vAJDbqfJR3D4RqjSoga84vAjMolog1gBoctKv+WQVit4n/ZrxSHpUp+we1K3LfLt2b65kjGRNWl5vY8FPlHZfgVgqUWdUGKKP18bQblTepcOHBgIDO++gQeK66hlFUH5fa8S4y5yYFLkbmZRP+AQWEgJWJwmZk3NaaIXaUSkZpGL1V1ko6iuuqMK0GQLdbMV8khKzgWaFem8tAjqybM9JpbmwFCFMaeMmdXcLKp7AXoUtXnJGobzXpB2Hs35wMRoGAYIVQHeM+pGIclmPlUlTH6eMldsQKhaUISxyQX7nM1AIjNk8sbk7KTic6eOpfbxmLCQU5yo4AdlgIla5EmTAmxTfquqOV6QNRcjKUTWxBIEFVGw2Sb5BYSPlo8fq5KnIo1sW4T1Mi5U+lcOivvqwiCpgQeG6+pQPWIRSa1+sURTUY9KnT9f78R9HGFVXUZ1FE3N8LRX+xG55K3Nc1JIJtBkqbB+fHso+DQDshXoJMBGsNkUnG1mTElwa5oxcUUVxkWZUFmQ0rQcn5jlUpjX5p2CZ0W6qEg7dxnfJGgm1A2jnCV7T7a/k+JTf4Ub2TbxCLTJ7qckyFlQANScGgFrBnR2EmI7xoieerLqP4vjJ3prJ/VZVhak6mIVlc1WKRzP1ZUWjaDYCGoZLe+iCZfbZwiEFvcJokWKP5zSBwKDpAYeKq4iqL6wfup1VyGk5VGDml07Ho27pWvkPaU6i1QfYmpup8SLFGB73tN8xNEf5FEeljrLyfSU14HixrOCfBw9l0gL2r4pk5vaLmKL8BcUIRunIYyijHxi4Y4+I3IfP1Vtwgd/m+WkUzvM5ZiPH0e0xVhMdp3o7ER3RHfFR3asyszeItB+r0u6L4xnmbTVuLQ7r69EyzcEFV9dGCQ18FBwSpkVi1Hvgg2gpfciLRcE1KIiZR8Db3OPIIAQ+RA+RgXjIBl3yhZFGXfLxqx6tI+m0DzxlAARAJulNhMX7zotkZROAtoIUhZspxlnuWBKFdtsjcUAMPt4i3b1771YPFvKL+8U+W4FF0G6M4PvmHMKbzJ0SuBDRj0jKDNIgfnCnC0qMQ6HjJSMHfY1+zlZjil5fQwASk6QbDM7pNk82Vk3Bd9y0yBRYBFWxOOQnEuXBlQsY+ujl0rJoitxFQbQSDyTYOPTfTfe2xbTfBffPt+4ANVTp4kFqunSCI8rv2P38btBVq99DJIaeCC41xXvKYI6NpW9CtIWOLu8FxBmGDnsZYKAbKChpKVOpNS85PqdUFYQaOmBUosaVGGmsUFQWYGs4CxIuWJKginZgrvhgo3XWVYDGCMKccEEV0vz8d5Iii9m0IXbe1UBlQyoIu0mpI0JNsJfTwpBCqOUhANZfSrRWhRCMIso9UhPstoQxGSiDCXYMTQFxRVlHl1HR6SeHo2/IY+sGM2Mt0nwFJdSc33zcbQRMKxhuarVyvpo9FgMYqazy3m9SkjxclSAA69dDJIaeNW4H4Jqj49WyVMqPgEhoVugyAbssTJSK5rAJ/CaUGIvy3yjWZKbnpKrzkzW3fJAXfor9j+UbepuC+oeeSbsWCvV7nkyTqXDxHXlYXXuj6mqTwI2SyMqsDEiBSjFhhMyC3Zl+a8aqbA+UmzHw2qO6snrU2IpwPDnk7YNLE29vjukEWktBNXSo0fiCu3fs2sfCGukJnxpNUVu59/UfQLRtFL/1SMy6lN/dgpHXPS1iEFSAw8Up8QS68bO5XfpqPGzJ4GqVodhYTAp9t1Xlf2xgHBRbQLvoWbc8TTfvibs52yquzmZR12lFWm0ZlUAzdyVLILSydRrlAWcLKUWE2ojQgCwMrLVWLlbNLIs+jarSoEqQKl+LqJplcAHQdozNCnyzqb8goB6kVAUkGpWSftcnAyMBA7FokmJRtgsJkevAjmzWR6aCFpMMt7c18WadsPpgitayjPk8A0unFgmE2MhLYadJ1aT5bNFmxsuOE8zGIrzNDd1X9FkU30ZyJxa2jZHuo8UNU6c8JL2a5/7GtKlA6+6fBj1qdc+BkkNvCrcb7ql9+YDrh6AF5FPRAurFJ+PLQ8YOZmq71CTjY0QxqHY6Ajxmkk4OLT3cLFBeN0tag6YWIKwEkz0juxXnocTaa+VGCGiKJH2B1QFKgIqAorR9cW8/zTbFF1NDCEY2ap5503eLFtd/Wcn2H392PZdVd1iwoIockIgdtIkaqk7U9at97c/1NZX1kdVtJxHENo5yp7qy90E5QSTULJa+k/qkibtBRa9cCJqfL3zxFVTe++FQVSvbQySGnioOLU4XJon5M8fq+XE1XoMAou2S+n4fRHGrk6owjZBtibM1abK2gA/l3FXEzSgWrG/1VGu4px7pPVECQXcZO6X0lCE1gRsUm2GIIOnDGw3AADNCWC2W+f+HzOnpAB8MEGFAphzRq0MZkFJlgI0ibrLv6WLM5yoWoTIS+3NIiUCJ/VZVjZfyib22u6s+qkAn0psx7U0OOs6kqJF+Rg+i33qD2py80jx9ZL6/nuxbuz18929pvfv6x0rBr56MUhq4IHhXg7nfT9U+93Ra8UbO6M+EYuSORtoI4WQokf0VGrCxWGCCKEURm1pPgZmCwOoknn5KLVJvNAuhQWsnBtCbRj7VZUBAQ6Ukak6KZpYI+yRgqAkW1qtbgjlVgLPDKobRCyoREAiaGZopqYC4Nn8/jIAuWO1Kdkn1EKoSVGTYs7uNBH7eny+s6B7oxblLeNKCFLIR4cQaPY0oMJqYrKMFmnHFKrICT5gUYEsJixJgpzElHye7gufxYnsNsOUmaynLwAikup/bvWz7iCvSgHeS64+oqnXLgZJDTxwXDX07jjdd2rRWLzcnJDCplyW51StWXeuFj3VSPFVRq0EqQlabTQ6IoryRTciqTb4EFhGra8O4vSxRTpS4I22OHE1H5EUu0df9obXKUEnYw9tzcU2D6r9qZgqUIuP+PA8nO6pyb9VTNgB740CBWl1578FVtqk5pqW1KfGeXVm0ATzGiRApZewY+3pF/Upv4WwJMarhDtINGCv0rqKlgJcna4utUfAKpqK32v7XpgGZeBrB4OkBh4YLjmcd8+/HF++RlSwlB6AxZlAlwbXqoRDcdl5SVa3qRY96YERY9mpeJqvH0DYq+8YCF866/2BiQ7U0oVEth9zTSb2qICwpSJtbLpHK2TX60owxwo1F/X5FsPbqrwOpi3Fp4lQtwzZLDOtmoR99p9d9GEEYZZOrfaULaLSpCB/DEarpcFJRPuISt2OyYlckynvqBL0EDO3CD2XNGFJ0jYgMaK562p1ps5cBCY2jDItqVL0Csx1NNSr+lYXPuHTiFdWoxp4bWGQ1MBDwctdNo6XueoS6+PtKIBDyajuxnCYM2qxdFvdpRY50YEWF4fi24no4OjNNMF86RioCRahVIJUQq0WRsyVQZTAwphYQKI41LQSacSBa1bUjbk+zE9YWMUVqFtCeSKh9SJ5DkoyuSu6b6LCJPh3LdqSBKTd8lh82zKpEVZyCydYmo8nQZ4qmG1oYk6yimAj8hS14YnzIZvIpBJkny6Te3+uYmwHKygJmHU1rTc+uxC8zEhIKqhg7CV3bQPWOhBuGn1t7zgyvXRRQ4u9UhBVX58yncqYPfXVgkFSA48F15FYn/LTo+dUqRFUFU/vCdvY8yCo4reInLohf8eLrr2RiwwaiS19VSoM5eoiBYHAoqpY7CMKWKkHQzShHlFNsNEW8d4KkHpEBSyDFns9tQBcLGJirxEpo/2P1ZiuGwayuZPBAzbjidVqRbm0NFpEo4ltrEZh9km/BKGEKtJsmWyYoi5RJ8FHmnR1uys+SPGcJ1NFRZDQ0X0nPLkuGlpN5O2+G1G3vJ/ZU3FaR8z12sMgqYEbi37xisdVrBYV49NrSdDC0EKg2YYcUSGkQ6T3TL3WZNWdBRIAW3jVxrATA1ph2wKghc3lGwlzttxX9CkRqQ0erKmpCNtG2SIOIYueQqhRJ3OTuJYwIyBzEQPgYo7ZS3OZIBsjqRq2R9n7oSZCTPRlHx65zQVPTIdm3hs+evvijc/VlIKmiBQcMEEq2TmNGR7a7Wvrk4pUm92qcGsROEjG3nYO2cNDUV562iQ1VWbsQ9T27mvCL5ZIiWEjQo5NaUcU9dWDQVIDDxTXLQ4rC6HuuWjKPF6o+selWg1KlTDPCbU4OewSUNiK/juPoCqQ9kfznDwaWIkB/CbVIxGOCEVbrUYIUBEcOJlzuvcGEdl4inlOppbrmoWVLd1HYo9lst9x6YQb3qNE3eOInuJne71tNPZfPDJTBsq5RViSrJ4lZ7AICDCVXa54crPH12/vgskaa8NH7yAZsyTsasbz+Rz7krErGXdIUavV+CpF6o+gIb0LwUYEhe3iwQlbCbuyOMJztc+8KK972qo1W1e1i45T5BTN3vE9WX/R1Bt+rUZVdfku9bjUY4URTb3WMEhq4LHhfgcbii6EZVGLF9nlSLlXj4gpTFV7koq3dIJSgsm1V350norz7SpZH5KILXEmSkCLnqRLs7Vts0LhU35VbU0lajUxYiyOFOT7SFim58LqVo3I2nptogvl7jjJjz/SlEBTUsa4jIkEWy7Y8owKc3fIvtG7XCHJaoApyeJCzp5ujZX9iignBh6KEkhNUBIpUYGNGbHaU3LBCzeCap/r0VfBVHx0X9+RuHCI/T62Vxp4bWOQ1MADxXUFa1FCOvF8r+Lq+2Pgi1eTentaLWpQWtgadOeoQ3n04d53jaBKR069os9TV1zd2i5e7/UequRqPOtRMk+7xa1d1ExgoZYabIQJj8jIUn7UulIXOfhCogQ+9BFfpLEAzMs+U9XVLChlIM2wficskRjSkpJMpDhLM57MB2SqeDLtseUCAeFu3WDmBCbBXY98qlsTCa8l7ZfVK8bmKgSpVquba8KuLAKKIKn+s9/XbJGwMA4lG7E5WeHorRILEvsh+XaOd+N4BH1zq8D6muEYI5p6bWGQ1MArxvFCcD/F6+Or4+Mr5f73fXNnyMFDhaaFgWIExbPdp4MbtPpk3HW6b/0+yi75tvr+EuEILSm2YvJpZYUSo7rXX4gFVNEEBvBGWVJCk2oj0orHckI05SEESBPsGJxYE6jNhWI13z+uukoRKgEyUZOpc4mo0t4ruY/eWSp4Iu0xUcXr8wW2PEOUrcFWExIEd/K2CUFyMmfyytz6rbSvnTWydzUgEwiMec7mJsUWiW1S/+mhpfWqX2iU+Cy7lC65XD5AVMEuUcfRd6a/oImpvvVEbWrgtY9BUgOPFNcRVB9Rqf8ci08gbIAWM1dX9AFNYt6nyKxVSK+/tL4K2t2EljrMSoW3RE/U71cvzIiFt/872MJK1UUPVlRpdbFm6Bpv20VR0KPnrjk2a55drIrM/cFGZfQWRsAV9cTjBd+jqJb+889APd0HYVRRzEf1x+gni8ipiU2wfKbsQxu7UwRRXBl9X+WaPvDVhUFSAw8F16VUCGt7pJUrhZLNP1qBUSQMaoMp0FRzkepq0ZDXklYLOBkpxE5JxhJJZf/ZPem0SwU2XBFNRKNt2A21C3lPl5nHncZhtIig+QlK1GMIxAqZvdkYZPOhnKXamHsKAqNWV7t04vvdjuYrf9xuWCTg1q+UvFZEzVldo0k5Lgbae8QxqzUEq6JSaoIShQldelS1nqxWV6x8iVBUBarWPB0NyJFWDaJafVewtk86hUFcr30Mkhp4IOgXgvttpOwtc5rRKGE1ahywheZQ0mKr1C2aq6ipJ6xOJNFsh9oCDzd+RfPZs/EYPvDQG3rVicYECdqiJjoSaxy7hqOpBO29kH07vBBWkJR6n5cSwORjOhx1005AG6KoZKnKJvroz9MVAWP0JAFAjfuYu6XJhA4udujd4yNKbdHiUYTYVH9qopCC1FSPkbaL74UqIJVbT5nK+jtDpCBNtodk9UdtNiWXI+5jFV9vrfRqRs8P3DwMkhp4LDgmqJXtTfAVLV5u7Aou+wUQFkTXoaXK4mdek1RM/jC7Ie386bRFKdqzjx7fFrVee8P+AHo4a1I0x/oMwHjcCLR7rEw+gNF/Vro0NqNJ6fvj1KXW08x4iTFrwqRWi5o1eZPt4vZQhV2gwp2NEtYcEad99VxYGhlRSBd1rkiqJ6ggwSYNJxB09ZwoNdHEwNcuBkkNvCKs1qirpMnX/H1c8TK0jRsPWBup1WtiIF6dii1yGShJUT111pwagoD8TSVfjizE03oAmps3WiSlrQlXc6TndCEAT+fFY5LFcunSgUa009WiyCMpDlk3LTctCsSgw61FfiEx10TmPBHy9f54poVsY9fISeJQjIFfKlu8UM4xcUURxl3eYNaEi7rBXmxQ5IuHM1yUCRfzhDlspjoHj9bQq3SatIEWFSoA0uRyfbR6lbl3UPeznzeiRtx6RO7Hqb37wUjtffVhkNTAIwN3kREAJC/qmxNCvdTsy7Am0ETWKLrJFYfiERarRxpo6rz+PmyJWoQCrztNnsXaqI2cYEA3i1ErsoJiYi91C62PtmhqPoEJNjq3cH+pPa/aepaWKAogFg9ELMWnpNBMULClOudFmFCrKRC12HNU17sl2RWKUevyFKS6KweRYl8yXixbZBLMKbVm3jtl25wf7swb7EvGviSUOUGqS+vrmqBOopOjh/W6mgWE7+QSSS1pw47YvZ8MpKtR9gGiyw3g98KYMfXVhUFSAw8N1y0Vx2R0PKlVQMhcERrjzILCgsQEYp/Ot/KRoxZNNcJSrDzxLOrwiCn1dSgFJrGIJwuIl9SiXfUrVBK8+LJONR6lw6j9Tfdci5r6lGVEa4QYHqhqqUZzu1iIVhSgbCPkSRWhFIhjW6kNARNjCKHU1IZBFgp7IsKsMSQy2+9ceRfCBo2NXrfYn/hVM3cPBeBx1NQpIa8DReR5hfrzFC6JMO79NgOvEQySGnjZuNcCcD/WSBFB2X3Fhi2Smrg2EcXMVjOJon5sez9lqLDNL5y8GA8FTbCx6AqfQOsLvQ/s0wmoG0/xbQXYGiHlTW2u4SlZ6rGv54gQDnvztBOGWaX7OA/So4W3J6gm114mEadkDBOigKjfSLLRGTZ3yoYSKsMblM25wvqkaDk2F3k093QBUAgyM/b7CSUJnuczzDUhe99UIju2fc0oYlZFd/cbGxRZEuqB1zO4WjC5pC5bTbDVBuN1XR0LR1FTPG5fki6VFyM/GODmrG6DFPuR9Mffo2Nz2lOpvv53w8/vtYlBUgOvGq9U5tuPEc9ckUjbVFfAzEmDpA558XfLSVBzNc+4mG+kZCPXoW1UOrDUbBApvjOxMRNnFXlbwKzYbgrON7M1wLIgsTW0hvHpoZhTQpltH5QZYDQ5PK1ICS4AiJOjbWGPmlS/WC4jPhia1Bw22AYlAgwq3kPlCr/ei7BFibGJiPIqQQ4JmggXvGkLdE7Smm1jxEgVxmFvo+m1EhBpvtheOzQ9QVBxjPEirIkJuCzdb0HoIpCI7UUzb5jjhnvF8TRn4DIhtRJYp+ob9amvDgySGngg6N2pgdOpvvXguu4x+TRXfy6aS5PpnMFq7gKJBUnFp8D69ghNmQfuruQj4+SKOWVdepaS1Z1ytqv27VRwlguItI1AF6Um2gCAXbKZSyxsa3iXEbt0rEcX7L0pLfMisGdSVKKlH6gydHLpdWGo18www6JEJ0buOHAlRfeUGlUfFQ9GLYwDJzCbo0SQVDg+2DRjbsMiW9ORdvc9IQGXyWr1ejpNVlcFMR2BEy9RVD/ltyerfu7UdRgE9dWDQVIDLwsvN9UXU3n751sTL8ztINwPwgh1coXA5LOICglmz2kxKe7kDYrYHIs6JaiaCEGqpYyiqdZSYiaQAAG6FdBZBSfF9uyA2+d7JBa8frvD6zY7MMwpPHNtoyVCXCBK2PGEHfl7gpsLRaeaXh+7LpEOkZHi2VQWwvVFtyo1R4ZDyY045n2GVkI9MGRKbVpv2mPp1eprX2GZdCAACcqKuVoESCHcIFMXqv+9VhtzEiKJ1pzcf+Y9GR25oHcvWvYn+slCYNKV8JaLCm21OM6e1ss2+yqxYpsLttnPFXUDFYVRwCcbePsJvwNfPRgkNXDfuN+Mfh8pHOOq5+KqOXNdy9HVFvQtZxS2CGeTqo3OSAJKAk2+4KYlhFLXVEiGT5IFEBNrk+BsM+OJzQETV7xus8PXb+4iU3WncJO7v1S3LtPe4mLjJqxK2OfJIhV2pcBSejp9PjxKSK0upJhSxcSWsgznhyqMfa429qIk7FhRK6HmZGt9JROMqPkLWoPvQipULXLkmWwRZ0t9aaWVCwaARVLfVIohbsDCupciqD7l58/1kZJ0acLm+EFL2col5hQ9VbDTx6TgZPXATa7tPG1TWfXTAe7teOKbqEcR1jFRNfPZUZd6zWGQ1MBDwcuRDcfiEqMb7mdEQ3Of6BfNuDlXWf1+WZjJU1S2MC7kmGmRwE9UMVGFEGGSCiFuYo6Q0F+qxRzDCev4CPr01TYVbHgxYQ2imkLQkKzPaa4JBwCyYUsBqkILWt1INcI13yVFN2EYQOmcF3qrp35KcBBdRyohC19t+DjF1x3vmqzgMvzud4RFSBLnjiyioqM61MSCjV+sRLQNmK1TZjGyptP+ffeLPrgbuNkYJDVwX7hnmq97HAQTRHJVr0uMGBfYDKKM8Jc7vXyE0svGODhpcPRMeSTV1UZIsSzMnmKKmocthqYqjOhpoopb6dCcwpGBLDbJdpsLDpKQU/X300aEbW89ACRfpGORJ5gX3ZQrbk0HZBZ83eYCT+S9z3Wqrd6yl9xSjb9/OMdcE16aN/j96RylJMy7jMrZxpEcyAQVYscd/VoMjyQI0ELLvh77EcYH20WBrSk4HDEI3ViTjqjixa32RK2xOQZPrtKuDCCpm+hq2y4nRc4VOQm2U8GT0wGJBWdpxlkXSQF2MbOrtmTFKJAgqn6o4f0iXjvI6mZjkNTAq8ZVBHWMe0VHvcfc5ZEe4lfUad1TRQohW/zW6aloEsVKPdb34IQDuNXCLP02UcUZFVQisw4ixoYLMlUnSG19T2v3BU91RaBwIpJKLNikig0XPJH3eF3eYfIU40QVAnvPWRL2kjFxxUWdkFhwKBn7JNaoe0iWqRMCmaV5IwUAoKpoQxwZIE/7UXd+TqnBNWqH1BFU/6JWX/PXN4KCR0/wutYSna0InHGpwRlksvycKjbJRCsbLjhLBedpxvLnVrvLyihqFyt0zXft5WBEVTcbg6QGXhVOEVT7nYsmAi2VB1t04mq4CGMmG8DHksCYjJB06YcJp27pUoJAV3s4TjlF2ioWUnfsrq56Kz7CHAAu6oR9ypg1tXpHVcZOJuwl4+C3mIekXR2HFCuTW2BJtUVE1Z8VE4jYlNwn0x6JBE+mXROLzJogyrgrG1RwW6jvzhskNlFF2STobFJxTUv9xyIqWtWBYsIwYR1JdYm35fPiNXkBHRG3dGpPzMs96VLXIuksnOLPg6C6zynqUZYCtTTohgs2qSKz1aTssyCIMhiE4qnZ4hcrx+Ry8rjug8xGVHVzMUhq4Frc7zXqcQTVE9RxygbwdA0sCtphaq8rklAStxpQ/E0o7Q6SzQjVVXGX9i8IKmoyldoCrTOjJvOV2+WMl9IGe87IJG2c+qypCScu6gazsgknyoRdydYzVb2XqC5RQwxYBOLnrjDmijMmxcYjhD8w3cVT0/OYqOIb8ku4RXs7VrcWuiNb/L98G3dli9/JT4KhuFs2yCwQYcxzsp5b9w9kpUXvsLJqooV4+kgqXMo92mpcT0uaUjsFHloE2Z9xatETfAKypf3Qernax5IsogN13oWeqp1yxVkuOM8znpz22HoK9jwd2kVMBdtFCizaZlHsKaOyAMKtxthP6X0lGGR18zBIauBV4zqCOrVYiNqiKq7fZjVyYhKrU/jj1KKaRQG33LoNesop/OWiDkKehjKrJIKKtimztVo0BQAHsaiqcgXXqe3jXrI1EsvS+LqMsejECX100JOEX9ZHiosAF2kItlRwi/c44xm3+QK3ebc6R2c0o4JwJnb/u9MTYFJclAnP5zOzS0qpWTyhH98U6Tcs77t60EQMcDd2I6C+36pvEm4pvl40cfyxRgTnx86Vjn6t62g3Uq4eQSUXS2zZ0q5bnrHl0vaR1QgziywilitSygqcVPcNvDYxSGrggeJUP1SPeCYcHaiLlpgUG63tcR+B7cqEomY0Wz0yETnKT3U1Eor6CBQoLiJggs4MZeCQYoFM7Qo8dwV7UcLBU4wXZcKdwwa7OWM+ZGCmJg7gLopapbgaUUZacn0eJi444xlnNOMJOuA2LfWXRIoNBAdN2FDFQTNel3dIpHhp3uJsssW7TIKatUvlRRTUKetOfkhYF2J6giJvIA5Caj1Na1JoibZ2gbCkPY/7t3yzl59wokoU1kfVxSzFbJxoUT/OSJhQ0SYNd0QV98fOJ5d69rrH96KsUae6ORgkNfCKQbis5OsjqOMaVaToAEC634e3HADs2SKNRdigrYeoqEUzxU1RxSfHajeYr0VRre+HWpTAymbeyooqGReVQAzMJeFiM4FIcTYVTGGL5GnFQ0m4c7E1b7t9Au0ZfCDw3KW2+nRf6iKpfnaSn6+JTZzxBO/xBB3w9WmHrzOnJSQQmBh3acZEL+COZkxU8FI9w/P1HPua8fzhDIkFpSTUbI3FmqiRDXeRZPj8HX9wGuM9nNxWtSfbEVPjJQUlASffoNo5Xzqd0CK3iFzZ06Bte7ALhD6kDFVmStJ6xjZccc6Hpra8lSwFOkvGXjOqMrZccOAMCFaefn1klbAKJK/87sauD9xsDJIaeNU45TJxL/SERaSAdPkqnwvVT+xtBOXODItb94n9Ob6aV09XVVsszSWdIQxQEhRO2HvqSZUwJ7MOqkItzVcrQwoBxVwZKOpRMRE4CBLx3t2ijCX9FD0/TIIJFRMVTFBsKRlBgZHc0f2u2kr/Is24xXvMmnCeZmy4YuYEZllqRk5QXUC0RHPHK3ak8vw8q7++7TZ5eq5zmW8Sb2rjCU+e8/uOpGI3aDGQzbyMa0lduldILN0X567rnWrb8gskwdU+kn2Nc+C1g0FSAw8Mvf3Ryb4ovdqyptJSf0qyWCDFdopPjQ3SaJNje0TAEjWULjiIqCoGCJqmgaFEmN3DjgjYp4qUzLHC6k8WsckuAYVbfxK7O3mrP72KS/JEWBEUg5FAmAiokNZgPJGp3qZUMUlFSrL0iB3lsnqF4XFU03qmfJ/Vf1aPsODjTMijKErmCAFYVCjxR7G51i+13HpZe7s/urXJy/Dhlx1B9UTEICSfv9K+E7r8XW9Cy7CosC/RHePU+PlT6MpnA48Rg6QGHgiOm3ZX9QtdPNVEsRptfgwma7a1x90VvL+2RTc10n0hafMwwh9rT1RBViEdB8wqaPYI5MCQbI8rZcyxwnXWQXxgS+0VQtobSVHcrsotnVjdRK9bPoGMhEQMgWBCQYXijGac8YxZ97jFB5ylGUXMfYGS2KyrI4umSL9Z3WzZfiPxGFPvYVQMikR2I96NgDc2voR5GTFSK0NLatHbQky0iipbUUexEnVElMaR7nPRROaKTB0hc1kiKSejCiDB+uUmIrCnhbN313ELZxly6QpmLaZoH/GRQrQZJA+hxY3BIKmBR4p+oTheHCiucD2SUlIkPhrDcCqCim2Q2viMU5e+fVQFeNFiERq0RTUcEbSLECo1gmqRSZfiO44arjz27rEoN7n5VUhESFC/LU7gq/EVx6q7ozc8FlDQVfvp2+nTfPYeaDcgHl9Oqa3W9D7t2b9sFUW9fCJIR1cDveNEnI/rzGWPL3gGXhsYJDVwJe5nCWkeekfPAVenVfrIahlKBwAmcpAuGqsxhbb/W0/BXbJNYPIaizaHA/Rmp+jWTI8yzFYI0C4lpj44sfnPCSxy8joUzx6dBGH5YrwiANJLE3NFzf5pXzN2mrHTCSyCO7LDGVUwKgQCVsaMip0qdurOF+BLjcxXfiY9efYk1aXelG3OVkwoluyTiicFsiBt3Iw3Rmf4Jtr8qziH3fm1SOp0nfDKfT367pgrvM0Rq86MsyZ3nDhN6iuRDczZ43jcfU9M0u/gfab9Bq09PgySGrhvXOciHc2UV9Wk4oq3ERSWBc+IJ9Isy9/0BNhPWI1epaVxE002rT7gEJ5WJFEgVHfuFhHBR9/b1KIpoEUg1PVDUYnnlhRf3zTb0mWxiaNVTX3fDzVhw4y9TLgjW1RivKh3sZE9GMBMBRMRdqq4I4wZjJ1OZpekGRXLGPg49v6craKYOI/a1eE8komJvprdKX5S6EZA2wrOgpwrtlNZpV5FrSbYZpBEWrE5b9AqwlydgyDtdtP1fvsxVXCzh2L1FKMyqnJH1tzss+JCKOpbiSwteInO+u+jcCOq+Pvjb/VwTL85GCQ18Ipwv1eW93Kq7qMp+3n9LsepGdW4ndhm1EBiIXRZn3brKnkdpgt41sV+XSyFIkrqCan1RB1HKfexnlkUZM4JRjoJExXMmnBQxoYEsx+kWeERZmUcNNlCjfsY+Hfi17pifqzJynugwvSVPHJajHiXA+M+FOvv4/iPorf4ONb7cs/ThKpsXoYeOYXLBHC9Mi8IJyKqS+ehrzfdTwTVEdWIph4fBkkNvCK8nP+0/SwfcuWVOVfHlnAi9de/2RJFLa+F9Tz5sL4lpWV7plkXEhEnJoFFUl5naq7lXSNur9ZrEnPFyurHoio9Kqo5GVIXhbGad19lCAH7OeOimKPF8+Uc/y/dxi3eYuPDHRMET9AMJjU7Jt1g1oQX5Rwvyhnu+nyrIukSuTcJOnVRnfnxLmk+j54itScbtcdbhU4CbATTpiBn613aZJt9pbAIqvUqq7tuCFpTc7v1PoaxPy0Pqovxrn+GEiPsJWMvGRd1QiFLbU6u+Jid1MMFZC+pkf2xYrQnKiyHbu8ZzykBMIUo3FbpVDQVxzqI6vHi+srtK8Rv//Zv46/9tb+Gb/iGb8CtW7fwx//4H8fnP//59ntVxTPPPIM3vvGNOD8/x9vf/nZ84QtfeBi7MvCA8XKKzqtsT1fsj9RMuJKvtw+osEu/GVKTLWSFIZXsvhBktpHnreYUtZLI5fmYeE3qqSyFbAQ62aRembQ1tC61I19wi9WgeAbSAeCD3aeDgg+KNKvVpcpyI9E1wbkrOFXYTKdKKJVxZ97gTtng+fkcX5mfwO/Mt/Hl8jr8v/I6/L/6Ony5Ponfq7fwu/UJ/H69hd/3+7t1i7uyccPbhKK8jkBdPBEEFTfJCynVjd1kMmKSDSBn2iYW523FdlNwvplxtpnNT2+aMbkCLxb+haQW70IutGpqDnGJ/cHlGllI/MPZ41ATdjXjom5wIRu8VLe4Wzd2k017/uAkfQgfvysUopH6a+NdSNut9WKxNAXpKbPagZuBB05SX/nKV/B93/d9mKYJ//bf/lv8r//1v/AP/+E/xNd93de113zoQx/Chz/8YXz0ox/F5z73OTz99NP4gR/4Abz44osPencGbgDWIzeWRQG4XDhvUZM/NtJaL4zNwaE5TazrSSv027cL6GXGFGlzBl8EDycO4FJK8PKtV/nR8XMKwHuxqpod1L5mjwoy9jJhpxN2ca8TZqRWi6rgFkm0FNixaKTV5ZbjUT9WPXVLMAIPy6NuenCMto+hgydrM+3YaXW8x+fjkoBD138btbqoVZpwwo4zUqJhLFv9d0UXEUlMNr5XA2/fcxcXSPeLoQZ8vHjg6b4PfvCDeNOb3oRf+IVfaM/94T/8h9tjVcVHPvIRvP/978c73/lOAMAnPvEJPPXUU/jkJz+Jd73rXQ96lwZeIU7VFI7/cy/ScUujpGOln9+nkDfDMlCVljSggaEK1Kg3KUE8UlJf5MP6qJ8qu9rBnmh84bZbqBvIJtkC0ESg7GoAJhCRpfBgo0RQYeMlBK3fqi3GvVrQ78WPB0wWZWU7Dp4BOTBUFPM+46Vpi32q2KYnAGAZxSEbTFTxZNphQ2UlFLgrmxZF7T3FFZ8Fs0ATt4hRWpMurfeVsESPCSjnnuLLinRekHPFNFWcb5bIKYVPXkcKIva5aPXGZk+D8my3voYHtXMIYO3OUQlS2Cyp5oxdye2YIvLJJKt0X8waO1RzwhclMwWWjrCOvganvrOJFKwECLfvoyg315N2rXMFMY2U36PHAyepX/qlX8Kf+3N/Dn/pL/0lfOYzn8Ef+kN/CO9+97vxt/7W3wIAfOlLX8Jzzz2Hd7zjHe1vttst3va2t+Gzn/3sSZLa7/fY7/ft5xdeeOFB7/bAq8Aqb39CFdXb0WQ2XZW9JmFdk1KIdBK5qDkJtRoS6VF6D1iUZG0Crdqm45dJV/UvAD6x1smQ3CFITA3Yal8Vl9KR1C38qyCtugJeFVpt8RYFaAb44Iv7PmGfJ5Sc8Hyu5hXo02f3kpFZcFc22PLs58tUbZbumlA8qugFAMQKVoVkT2t2ThKr6IZcxZedqLZWg+KpYrMpmFzNd5YLps6e6PhzlvhMOmuolurrFJAQJ/kgKXKiYnutVoIUQmXGfs4r4s2eWsxulRFqvjAljkhqrtbue1yXSp1kvo/aj22RxGtSrR3iSFBxr+/1wKPBA0/3/e///b/xsY99DG95y1vw7//9v8eP//iP4+/8nb+Df/bP/hkA4LnnngMAPPXUU6u/e+qpp9rvjvGBD3wAr3/969vtTW9604Pe7YH7wP3+J70u9RK5/6gJ9CPmTzZ49imkKNaH83jfWBvEFUTW7cMyZkIXPzo3T4XPTGrprwSI3/fpsZZC6zZ9nHFb9nO5J1kWc1Rq9bW5MmaJOsyEvQ9YtMm82W661F2MsNbnNVKnQVZBzqt9j9pUd3waxrGsIEYbl9E3Cl/1mWo7CUfHeindp2uSPPos40SGh2OVSOeZ030RNlJWI6VDe44XP0VdvBXXY1yokdd1OHWc1/3FSPs9HjzwSEpE8N3f/d149tlnAQDf+Z3fiS984Qv42Mc+hr/xN/5Gex0dXaKq6qXnAu973/vw3ve+t/38wgsvDKK6AYiFIK50VL2H9kQkddw/JUrQcBtnS7eIWMpP6qIkizQfFVocH0o/edbvCK1HSvOyP/2LiBWUlj+ISbGSE3Ty1GI2bz6pQGJA3ekc6CIGVeu9Uizu3/2CXRR8IGgC0t7IgipBU0JloGbBnbQFAEzJyKGojakvknCeDqtzVSQiCTvTiQUbAJtcsNkksypSQlGLBjWxHU9PEGRRVAhK+My8/1IWbKcZm1wtzUey+vykI4JSzUUeHt1ymO2G8tHPCVf191YTVQA2E6oSNCnIjXoVjEqKwyGjJm5KvxjfsfqurPbFya1Lz/kh2jypZFFPYkFWat/JqK8xqF2eixKExWtivDSgX3NBNlJ+jxYPnKTe8IY34Nu//dtXz33bt30b/tW/+lcAgKeffhqARVRveMMb2mu+/OUvX4quAtvtFtvt9kHv6sADhP0ntwVAYNFMjAbvHQHC2iauSgUElAxNBGGbwkqspgwGlivzaqMxbBQEFtPUuMJndR869wdkd+uOPh+y9FN40PWoSSGFjaSIIcxOQm5Wmqi5J0Xaim3nV7595I3CYECL1bM0ASkRtNrjmkyVOOeMuwTkXNu4iU3UYJR9UnBt04rnrhYVr59YsM0VxWt76udDkkLLkaCEAGRpRJ2nau+dpBHUlJY033FkEpGOCLdoNtSLi6JP1+k+tZSpEjxFGyk/J20CtDBKSc2HMeTjx43cvbCitSB0ab4+GgdgvV5kr486aXwPBUCG2ITf7jmm5SLrut6++FoOono0eODpvu/7vu/DF7/4xdVzv/7rv45v/uZvBgC8+c1vxtNPP41Pf/rT7feHwwGf+cxn8L3f+70PencGXiXu5z/i/ThK94PqshfmyUlrSrU9Zwazff7oxE546s9uXVotFsLOGLaPmNox+XuktDStchZQNiGBZhMV6KTQCZCskBQ1HRNdiE/D7dOBQJcC7FNd0t28lqNukCuR5vJUVvEeoFC4LYKCLh2HRUKdWJCTWFSUxCyMkizpzLykNomXG/OyoPef46W02YoY4lzS5Y/lKN3X45LSD91rutRfSNLjfIjfit9EXSG5ulE7jy0S1yXSus55PyKriMBOWXwNPH488Ejq7/7dv4vv/d7vxbPPPou//Jf/Mv7Lf/kv+PjHP46Pf/zjACzN9573vAfPPvss3vKWt+Atb3kLnn32Wdy6dQs/8iM/8qB3Z+AB4Fjlt24i7YrRrphKjMWdHGhS5uSTb4/TgQfJyCSt90cBMDNqSVY/aVGTl5WKp+C6hVHZivFgV7F5us3SXKH8isXZCCo7UfZX6fMmoZQErYQ6ZVSfwquZTQQx23ZD2Zb2uu6Niv0US3lx8X0S67UCWypRMqOkBKmMnTfNbrVgw6UNRkxpbleR1uNjU4slmwy7T4cln8lUlVBKQincaj7xWYRL+ELQRnxttpcwZkrunbeQ06Emm4hcozcN9pn0Lhy6/jxIsb446GpRpNp6rJRMQKG8JpSeLMKnsRFliDUjUiRP5ZJFUDpVVGa7+El2XE1J2kVVAFaRY5+WpohMBx47HjhJfc/3fA9+8Rd/Ee973/vwcz/3c3jzm9+Mj3zkI/jRH/3R9pqf/umfxsXFBd797nfjK1/5Ct761rfiU5/6FG7fvv2gd2fgISNUT/1/aNFFXAcsV6wx3K6PBoAlyorx8HMyAx5mNRFfF520OlDz41sWRHWyIiKvPRFU1PXh9vuIojILtlO5NFLkkJYFeU9GJjpbHYTZaypCYI+eTBixEFWgOS54apIVkEJWr1KCFobMCaqCuVozKwCUKaFoBQQ2Rp08ioKp3DJXbEHIkS7V3sNQUYUxk4LZthdRhv1+SYuFaSx1REdwZwnfTtSCShf1qUewp/qjTooksL7v63cakW5lQNXaA07UgzR644CuT67bNsEat0mhydLFgKCQ1bg41UuuFP3jvmcvBidehaHye/R4KLZIP/RDP4Qf+qEfuvL3RIRnnnkGzzzzzMN4+4FHjH7Mhk0jv/yfeJXuI5sJ1PdUiRJYfZR4sgWWfeCeAt50ulw5Xw7vllu7svc0oIZFUatjLKmdqJv1ju1ECmFPJ5FrNwoBYBCRuYU7qDopVoBVFzn8WmBor70UVcD3CS2C7NN7cX4WMjfyEhIwCIWsn0iImqsCp2qE6lGHEdNaVg2YHVH0Bs3VFudKy9iLPtVX3XW+NVHjiJBi24RmmdiP5ehvJzNvfg7iYoMQSkL/dTRxK5Z+uXgf+HaB1qStQhDyi4ouSoaf3+NIPqy6erBfeA1F3+PH8O4beFU4Tv2JEsgXhWjuDTLIXLHhgolsyN3kZFU04TyZ1BiwBWL2FJNUs0OSA0OKT151YQChIyNqu2DF7xkuxSbQZEoyzQoRaot2NK1uU8FZMglf68GRhJc2M/ZzxlwTLqYt6oGBA0NTAs/WqKscvUKAHpboIhbq1XSJSAmGkKBar5YIQ/RybS9TxZZtvyYPHSszslTvOatLqgpLNGrn0CLa2SO01uPkDFrrcjExc2qig4iw+gV6npcUKAotvodBIsck5BtYyeBb/U47x4/lvKBP47Xz1RFTXSKp5rno+2czsOxCREVReel1K4k7wQRZRIuO+EP5SevpvpG5vdeMqoGHj0FSA68Il93J142Px4i0Sk9QW57d0cCUbEUT9injIAUMxZQqDtnnsbL3+HRjJ2I1I3VO6ExNqdoLrD8J7Qo7opYmUWbBWSq4lU32HW2gRRgMxT5V7Kupz2bOXkcymTeIID6d11J/aAa2l6b16vHNL/+7fVo1pIZIgmzgYbgvsNoiH4RW2HqpiprwgkRRmVF9plJpDcme/mzRHDWnBZFeFceXPkfxWlTz6ztxfNpFSY3kjqyYWqSDExGV2l+Gw0dL6fXRk2I1vypARNBOb6euHGxCDCEkppNRFNCN+0C/TT2xk5d3edDXw8cgqYEHilPZ+uMagC3ARhAxcbaICQG2qeBMzHFhkyv22VbDkrPVHZRagyrQXbl3O7AsouYgQXVZvEQYgLgS7HKdIlwOMjFKnltacJdrI5IyKZTEVHgFXp9aqwtXc6aOFulj26Zl6m2n3oORUxBURFJx5S8gzJRsv/Vyb1pT5GGpS0nlpoCL1Geb7muHAKHLCjcTTPCaOHpEFMWRhnOSY7oURWmK86BXrvBNcBFs1r9v/3z3oZOncVt0F/dtm572I4umruuD6g9rVJ8ePwZJDbwinEqDXDsUEREZSEtjnfHcFl3wEsUwzC5orsmEACmhzBm1kjVqzgkkCibrP+qL8cv++RU5L6RWM0EOCZqpuRqQ79PEtfnFZZ9ltOWCvWTsagaTYlcyLg4TXiJFmZM1AVNqjujKy3j5EFL0bhUyqUnYg7BCEk6KxNp6o7apmECCC26lg0WVXJCgmDUhqfh8KUbhhFkZXLvptE2C7Uq/2b3vDp6yU1j6rFewBWmkjrS8x6w18Co6tw8nfuN8O8e+mkgLywDZYDUexJzZ1Z0xdE0WPfm0iGl534iqLkWp5P1wLW1I5sDhFyIibJG4LtHUtVGVbXT5d6T8HisGSQ08UvRigInqQlIwktpywcHrQyaisAiGWVBjRhSrkQ/rEoYEOsIyp4cuqupSVnHRHYtPiDk2XLDl0jXOVjAJdtXUEqKE3WRRTVFAZ2qLMk2+iJORFrBEei2a6J6LiKoXcUQklchk6EFQE1UkP1dVGaCIQgUJ6wXXhAJLHUqErbE4akpKrRl3iWb8fAo1wmr1NO1rQjgZXrRoEcs2JUahhFUTOTFFbSpeeyr11xEWdZHUKcFG/I3JxvtU5WlyERAS9FINcOBmYpDUwCvGKykqVyXkoz8JF4oEEwhkqkAyCfYmmUjAlH5iV8d9I61HKS3Fp4t4ImpU1jNlvVN1sgV73iQcSoak6gP3EiYyxdzk/UhBAJOr6CzSstHqIgTOjBrqQyFIRvPDW3J4QUpeU8vqYgJtkVTvndebq/YRVIK6FJ3sfLWRHdzGV5TO025uc7iSzd4SAmZzLu/9D4GONJk8kuoiE8JpNV2Qb/SiadMzNNJRXqInjSbpFkFhid7iffpIqiej4zre0fss6UZFjKXvPSEDIeZZEfqoKt14DJIauBanLlp7cuoXgVNjPAC0MQunkEKO7u90xrOl96TiVp6xqyauuLMpqCVZ1mlSSMHiwRab7mpBqeujsrQb+aLK0EwoecLdqSKnhLNccJZmbLhamk0J1UXJmSoqEzYe3QkI21zb/suZ9zyFQZ1YA69O3SLv5zEGLoIBZAFP5hIxJbMl2qbSIrlIh55RsXQkLe8509KFFp5+Rcywdq7JFImeHi37BOyT7deOzVpKzVqqRVJBOp6WUwaQyNw3+s+3qen8O5CtD02VWtQKPw1te5O6ua0RFvIyw+q4lti7hDSRhMbnSpe/jKsLAN9eS6PiyrqTqSFp9fMxrkpbjx6pR49BUgOvCFcp+eKnvrs/sPSqXHbjYhciMCwNKGTjwzMLqlgPELGA2Dz+QLRcXFN3UR1vGTJltgVZgMUEFTYTqVYGEbw+lbxWwY2gemQSFDIDVlMFEgp37uMcCyVBoOY00ZNURB2dDDvc2Xv5c3KpftTv2NN6yQ9oXrVJL+dVlJp9UJWwC+JmwxTkuXjt0UrcQR7pEQUZaGuMXn2w3Qet/rdQXTs0RIQbiswEd5vXNkF46R/ocBxJNQePjqAuEdXR9iJ6OoqoLp0zmGw/vpNXKVJHSvDxY5DUwJW4n2vGVSR14vm+KdQW0oSUTM03uysCKy+u1FiPBG/O1Ww+e9JmRnUZNU8HsZucrmoXEfF5Ck6yX9VvGPMmoxbF3VxwZ9o0gcTxwjQrY1czDpIxS2qu4JcWtlgoo17mz7V1N1nKC6SgLOBUkZJi8mhqk1y8QbXdQv0IeFrUNxtDEfc1Y1a2fXMxyFySWUpVAgqDDuEeD6SDRylOVkqwPCvHPCU0Sf+y/52YAlb3UfVF3klNs65Ir5FYDFrkOHasyaknoH7Uio9eWT7Ho/OMhexbZBYp1LR8X8i/i6dEEhHdtzEkl14xcBMwSGrgEu71n/Wqa8urRsIL/CqfTImGmsFQbKWgElsqyxe4WdPRNl2q7rUbJkU9LuzDL6KrmmDBndKhABdLDSp7YZ3IFXY2NkMmG5uRWJFdpHGYUjuekMffLRvMkrAvGaXy4sLQNQc153VaQqhIR8HTlMgCMJCyIGerb21SPZnqm6jizAcgrs6nDwGcNWEvGQcxsrqYM0pNmA8Zsk9AIfAFI+0tgko7Wg8mVK/r+T2DrG4URBUE1aXOGqmpQjL5KGVqTdXrpl41FV+k9oJMeihazYsqNfd50i59GK/ra2G+H00hmBXkDiWpM9zNqSLx5drU8ePj+0sZgivSfF2wPPCQMEhq4JFC1LzhBF73UbP16WtWFb379+maV5/iO+6h6Rdh+zt7Tuo69QcBUCztdygJosA+ZUwpeqWMOQU2jC9ECRYdXnGALgBoa1xb5NHIKmTncaXfiyYyV6vTeZ/UKVSf2Nu7lZdwDffINSTmyxgNuwV5t2gTkbJbzlec30vHRUCTRbZsph2wCpaZCrTcGokESdH6fZY3jFtHeMevO2KEVi+Lc8qXRRNMy8XGqWgKuDdBDTxeDJIaeFmI/74np5qeiKQU8Z+fmysCxNJ4mSaTouvSrBrRgagJAQ6SUTy1dq/FI8jJFmZdZOhqDgSJfSBeBmRPkJ1ZJdUpY5cEyT0Do7E46kRVbDJsFSOz/SFDqk3Y1QO3IYAU992CvwoM20Idqj670s8sbibbpfpcdt6Nf4Q4C0QUVTTh4OeodyqXmYEYEjnbHK5+7tPqw2n7hdXk3lDjRRqN+p6mWMylI+te2NATNB39HH/fCST6FN/xVOPu7ZaItEVl6FJ8Ak5Wt8xZ2hiTNv356LvSE9KoO91sDJIauG+cIqhT6j4++j9fhQEWFGHsyoTMdRUpRT9Q+PjFgL9dNYKyqOHEjvRPrQjK+pRIFCCCllgsrVbEyWtTmSCJUBNwoAmUFLUy5u3simxtSsYggFoJ5ZCt3lMJOLAtpjWm9q73y1wYFsFAXPHHqJAphaqv4jzNnu4zVV8iwYYqKpbR8eK1qKhHHSRjXzIOJWOefZzGgcF7thTfAeCDnRee0aYMNwWep03V52VJm6elwEZaCi1GnFw+QLpc0zmx6PcuFxAsYzZcFh4KPurSfU38EvsZYVgQFGsb5JiyTRlmH96YkzTrq3Tq4uk4evLnTl0IXRX8DTwaDJIaeMU4FTkdE1SgCShcGGHRAJv0XICJK8QJquiSVltPY+023or5y3OXfq2AwutEWEhMCW26LxGsDlLdQsiH6fUWQaqWEozG2OYlV6l5yTUrpCNVY4gQ+kZTXEpJLW4cqZPjszfrQoF6QtUX59XOKZaRFp3PXd8I20QRLTLx89YRFjr7ptWQRF/07fNe3l/DAqlPgXYfxKpmJy67OPrcrkz/4QRB0PpxENjSFO0muU5Q10X+1739wM3BIKmBFe73P2xPUD0x9cPkAuI68QMsDVeIUTSh8JJW6z3pgph2dWq9P+1qPYpRXQQQUUDcM8ztgEHHFm8WUUCXcfQKsDf5opqD9gFTixqY1X3vkrs2MHRvREWFwAdqVj2tDuYGuL58myFu2G8rIVbzqJeETdTUpfu2PGMTLhMkSF6/689pE6QIo3jzrvZy81Negn7uoh/KlI5m1ySTQrZiIoRJkDYV3IkQ+im27XPtvjOr6b1HP6uLViQ+P9X22agTqqoCbEMRFbb/Cq+ZNbGMNtcKS0NapBcilIhOoyk66n2r7+LR/foxLr124PFikNTAK0YQ1ClioqOFjABAGHv/ymUWHGitogv5d9z21WTVVW1ybLtSDzFCq6OYe7ZkaoV9Ti6Q6OpDpIvZLLl7OSts2u6ebVtkrhhN5OCRlBZ2oQWDZqs/UbG/DTLgMLL1xZTI+3HI97Fb9IjQUlEhmDC/vtkJqjhhFUAzBALT0bstEuDnhduAQvGx9BT9UP0tMnV9ei8BOlmTrWwUulFgK+CpImXBZlusbuYj6tsoixOLfl/bqbJEvrWLgmu11KgSoTqZK6ymp8l6reBqQ/IY2L4gukR6YVDLIeO3KC/nim2uNv05l0ZOxxc/7DXG2Hft9r2/EBriiZuDQVIDDxTXSXVjxHzIukMNpqqQo3qBYHHxPrVoWI2HFk+8WHxjrhAvhNVEDESXyyV6+aZRK2FfKNvv/I8789MlWlleR66Wc06I3lg/thZIXMIpNV8igUCaNJ8vuasu5+wU+o8jgpjeYSIik3AppyQgxiLscPl/H5HEOym6qAqLuE+9odnef0l/RjouCId8/hPcM7A1OYs7WEQs2kfOwbZeIyPvh0pRf/JUXxBUu4DyD0PUB3R2RHU/53Hg8WGQ1MDLRt/F37slAJdTQQDalevxNo4XveNG2qrkjbMe/RDMdSLb4qYkkMLNzgcgcAGkECSr12Tg6rEuLcjU3Mjb6IiApyaX4o3fH9V1Qqix1H7gRX+/iRnNCivICTMMblVoFXkAy/yoBF1FUZbus34yxpIOFLKBkuEuf+XFQRyj/1p8sa9nsCGQE1BveYpvI5jOiqXNkuB8MzcXjFPRU//Z9pFInzLrSQxJkBLM99DTqJwUNRmja+El4uzUffElUVIga+uJSlPFNFWkJNhOpUVQ5iK/JnNx8UsQFeKj8u9Yv98vh6gGpT18DJIauBanPPoCUVNJ3A83iN8tZNUvYFVO/7c+pQwMJ++4GTkSKItFIkyQrV91JyMULjYxVxI1f7roDWpO3V6TaSKBSwdtR6PwK/+Iok5EXdTVfJq8O0Io8lRb8r8XjxikX9DtPtJSITtPMGXfRAWsjEoFCWzzpahCmJDdoolkEWEolvdu0Qd3daNI9W0VkhUSKb5NRZoqzrYzNrkip4qzXC4JDiK1GJHxOt2H9vj4c02kTfqhTKhJWgqQE7tBr5oZrpN8GysSmyOY52G2OtQ0Vd9Xwfk0N3I6S3Mjqd7ppBCveomX1DJWqb5Ri7pZGCQ18EBxnd9ZvxisrI9oMazVLiro03zkBZVIGRHHAMQlpac50ky+uPmso36RW6cGPd1FC3ktvT3alGMUV/FEXWMuWtqMuvtVr9A91rp+MQ8dWr3HHyVXALKGt59HUu09dRFtdPsJLMfYBhFmAAmttpOSuW7kVFeTgXsyKt7QHBFI7aLC/tADp1xIyAkroisAbdyJZhhBoTuX7Q/RXOa5U/LFhOXM7lbv9yHS6OdHSbdPpz6Pl0NQg8oeDQZJDbwihGCib5Tsu/r7RSsWsto5IqievuIOx4B4rl/3o1dHtYKZICoQNo86rQTdMlBhyr3DorijQpft4rK5c4OBulXoRmzVmRQ81UZOkfYTZyItBNnYe1jtyYv+1Xe+X/+i/tLeGC0VKGJDCatSW/iNDNibdi0sC3XfBhXVo6itWyVt2ayUJBE22dJegPc6TWpydHh9jhazV0mA3BLoRkCTYHtrxmYq2OSKJ7d7U8Z19ZzizcKihP2csZ8zVAmlmMsFelELnEiA1ljLXt+a3KKoF2CIfy9UCcWdP9q2a+pk7XY+U5KmODzfzDifZkyp4ol8wK18QPZ+s4nE2hy85y6TNYgXd+voERdD/Xf2FAYpPR4Mkhq4EveTm++JKdJ+jLXqq93go8iV3PcOS/0ntuceffG47ycKpd00VZtfJIzKskxg9blJWglSvEeoOkmF0CFKTeHQzd646u4KEVUAXv+KdB/5TCbydF2IPiqs0EOAQF1N2J2343RiRH3aL468cl+vyqi0/sOgrsnrVUI2OdjmbTFyMrm4KkGSjQSh6tGBR1cS85yyQs8qeFuRcsWtsz3Op2KL/XTAhguKplUENdeEUtlIaj9Zem5moPBCvoE4l4kBNaWgfUFqUzRuu1RivMe+ZEw5oQphzgnzrN158k1naY3Q21xwno2knpz2eCLvMZFgy5buEyXsnZwA4JASUDPmbmePCerUhRMwCOpxYpDUwMvGqfEHseD0KZVTyqkligI0BBVKXYoPXZ9N1ISWlF8QVaR6VBlKYsSRPfBhhoKt7yZRkzWHgAIwckLyNF6ymzWtLs4KzH1NSm1mlMJSjLDUlDlPdIUTgb8o3gfrdCK6l0b0hKVuMmtqDhMVtEr/yYkCWjh1sO+vsLhVEKBQiC79YprRLI8oZll5XWdK1eZpxbZUUdwfcK4Jc3GH9UO2MfRC5rZRIpeIFu1Yv5NCve/MTrrN8YoRLkzahl3GbCdJ1Z01GCJqFyBKEFlO2nETNJH6MMpqwynZes7se2gRcCVF1ujJW9R/8Q2+KsWn3fdy4PFhkNTAK0bUQvr0TZBVaAgujeyI0e3Njy+2Rl7TcVkyqRGQLk4C7X07J4HsKa7+KriNTFdzkIjHzZEBwCKLRiMmIm3WOr1RqUUnYgauiVC9r1YKQ5I2STrN3Ox8KCKmrobVmlAJliKDpUIPNeGimo/hTibsZQIY2MmmRWIJ2ggrdSq/bSoQEM5ywXYqYE6QWlF91EVElkoKuAs7Z8H5EwdspxlnU8EfOLtoYoMw1d0BuFM2mGvC3cOEl+6cQSpB7kxId9hTqkDaH12IUIgyLGKrhSFbRp2slymx9YVNbKRo3yN7z0ly62PadbUwImqS8YiicrJI6lY+YJMqbucdXpd3SCS4xQdMVFFBuFu3Pi5ecBBz3y+asCvarKb6789xJBVE1es3Bh4tBkkNnMT9ynBPyc/7x6uFoIugVK0BV48WCmJA3BRWvG+IiBpxAFgRYz+GoffaC1Ks4jUPeHqwchep2Qb7tGKMA+kL/uo1KXWisj4bAiWbb6VukdRUdD5UcAULEBb9Otap0DDf3UvGTjNYrTdqirxi1x/FZJHa5JHPhos9dsKec4VsaCEpF4/wpjaPu1vbA57YHLBNBa+bdjhP65Eg4ZtYxFJ8ZZ+AmcF3GfklBhcg7YG0Wx+mJqDM5A3CgGQ/9/CLh0jbsWCTSutnYlJw9RoV2fsmFrASCrqLFaD1bU1sY07O04zzNBs5cWkkFb1loja7LJOgckWm2rYVBHTslhER/IikHj8GSQ28Ihz35rR0H6z+UU/8TSOZlmo5QYRe07HFniEIcloWqogurPal4Kb6c3KhRe7cF+arCArbH5+6ao7juM7nLYjMtw5ks/NR9jpVRDCr3is/VI+kmiCjbYWW8e+aMEvGHooDJ7BOSNBG2LPmI2WkAEitFUDUSTfSbESucllMWFczrPw+e1RTJBZ2S/MdasI82wh6KoS0J6SdGfjmCyDtdUnzUaQ3l7wmz4o6AagR3dLKlzHOefxchZt3Y3PScKEJkU1lrkIg4ktpuvA9nKhi4066E1XMMEKfuJoLfzt3pz9n+17oJaIa0dTjwSCpgVeNFUE5iNTakHolF3U1nh6d2EAJ7cqfCCZFQ6cYI7PBCYHFBAAsmFgxuYKsOasfLUJBBLEY1m5hjD6flUcg1pFevD/l2n6nao9jIQU8xaiuBhR0KUb/e0YjunBYP6QMroo7dQsmtSiKKmbd+3wpExzsZMJOJxNa+IIb1kqbZBFCmYpve13P224sJbhJFV9/fhdP5j22qeB23mHLBXvJXhezIY8v7rY4zBnzSxtMv5/AB2DzPGH7ezZccroQ5AvxOh25cpBwuM0o50DdEjRHjYkw30pIKSOxtiGYbGaKAGCO7h7B7eeMw5zdN5GdpNbfnZipBWDleXhGBxsaGZ+NEmbJ2HBBVbIJyF7vipR1bHYV2euIqG4CBkkNPFAQqfnhuYDCUnNoA+qI3IftRDpRO7IyNfei/FMhH2oX5KFQdbse//vkNZUp1VZj6YlTQC6lZhxkGQky14S5RVvsV+pL2rBHH0EeL1y9X12oGGtlSF0LHo5rbEUYc7VoaF8zNpyRINhpBmRR9M1q87ZMCdhFIjCT2lBXbnJdNVADVsc738xWu0oFT+Y9bk87TCQu2V7GpwQBzsWiKNonpLuEdACmlxTbFwU8K/KdinxRrY6YTBghE/sQRQaJYt4TeLI0oFY7H6X6+BVvXBNnnkgvNll+8ZaFcOogQJhRPT27duxY6nRnbs4LAGdEmJHbpONCCS6rOfH5Xa3uG3h8GCQ18FARi/oiRIgMlKKSj244JqxeUKG0NKNGJJasdqVs6bt46SYxxKXHfa1j8lTWLAlIgOjiRsAgzEiNkKrQasjiqv+HADkSiEQdqI/aakjjlVASN8LqF0HubHusZuMpP2UczOMJt+QAsBFT9EbFLKm4xSh50VNEuOxT720XPnwxZ2kZnWIDJ3c142KempKPd2T1p72l+PJdAR8E+aIi3TnYNjbJzG1FwSVZfamu3eFjSGJMEi4uhogU3L7abKxSGYdDRpnT4jxRCWBF7Y5pXzIONSOTYJbUiFuU0U93TKt63tood33BcfrCiS4/PfAIMUhq4IGDOoJQJb/CZ6gKJAmIbHQ8qSL88TSEBt08pNW01xA7kEnMwUBNZhTKqaJOjCkII9t7mxw5JMliBXTvSbpDGwC2QO5rbgQVwwOjDytSdX2D6jRVSzUmk24n8seeYuxnZ9lCahFbqcvC3KMKY18yJBFemrcoknCeZiSIjfDgikk2YGhHToS9ZOwloUiCYB0B9IP+QmBy5n1FGy7YckGmZX/3mnFRN3hhPsNFmfD8xRnKixNoz5ieZ5z9riLtgfPfKTj78l3QvoJ2e9DFHiACnW2AzQTZTshnCZoSlMxL0YZQ2vFL5TbpuD9+AHhpv8Gdiy2kMsougy7S4i7vYbkUhmwEtTDuTBtss6kb78qmqSIrlnOcSAG1uVzheRifU3+r3tYwcPMwSGrgWrzcfHyzoIH1qTQxQ9QAGmGZ1PyS619IwZQuuYu3xt/kjtliNRAQo1aTLksXoZi1jzV3tv3y6KMkS/lBlrROSOSluiKt2HwmIvjoDQV5Dw/51XlEKBNX3MqHVX+YKFsxn82hYUcZKJ1UvruvSmCxKCoWzgsxIrVIyib1Vp/MK0recBuR1JLe6yOEUD9GKjRsg9btAktEsy8WzcxzAs024TftgbxT5J1iulvAL+1Bhxm42EF3O4D8gkO8DjmfGTHVMPn1YpIu57gKo/q5CpulQ8moJUEKWQ/WPiIxasMqNflcKqSWJj1waj1mUYc6RsJaENOP8ei/gZHmje9DL0MfeDwYJDVwLfr/nH1CxIioe3ziP3FEU6ktmIJE7IQFCBNY7F5lmaDb6lI+WNDeJMpTLqlmGFnNRnQVwKEkECmm5LUmcdmxDwyMxTjscookHMQUbLs5Q8TSTHVvaSYUl5ZHnxOpuSkoeTrP6j9ZqRmarmdjeQ+XLgMKK1sNph8VYaa7FlnMXYQx8YSqZBY//h6WErTX2Pj4ZbGOes7s0UqcuFBHHiQhWWcs9imB6+T7YK99cd7ipXmD3ZwxH/KS5ts5SV0I+KKAdnvgMEPnGToXgBkknet4qPx6f0TvD+v75kLBdyjJ7g8JdZeAQuAdI+06ayuJz4FRYTXJ/T7jYrL+sos64W41Ut/JhARpTdF9E3SfBu5l6Az4uJjThDSI6vFhkNTAfWElxdVFDyVKq8HmvZEnAGQIkICkhBmA+KJ+iNcLW3TB7INnLXIKgqLZrIyool1Nw2XOmhQC8+4rQjhM9nVOLNj5Amxj6S3aiuijKuEgCRdlwkES7u432F1srI/qpQza8+L/V9Hk1SBAJkWdGTVbyiklwdYnwmKyRTCTpekAYO/DDEParX6O9vMS+dhUXW0O8RupmD1FuEnWC3WecktZRg3pok64WzamhvN6jqgRXa0LCVo0IDi4OEOUkMumpQmLS72/sr+F5++e47DPkJcmnL3AyDtg84Ji8/vFalDPX0CffwE6F2gp0LmAUoKenbnJLUETQXLcAJmskTlG0dsxex3KVXy1Eua7G9BLGTwD6YIwvUQrl3lloBQCFYZMwLzZ4KWkKJXxlbNzbFPBrAlPHjdvYW3c2xNVzMuqsm7evur/AEhPVK4GHiYGSQ28IsR/2HjcOdcAOB6Gt/QgJRZUb9SswmAWVB+33v4+0ns+/oKANgqDYMKJZvtdvbJdCbUSauom1Wr05DC4K6T3C331Ar4Im99fYScnG/nBM3lk4NGAEnSyibKS1NRqpKtaE7s9jx0/NWFAIlk1IrdzCW96Ftv3aKudXECBBOwlYSLfZz+mRQ3n9+FI7sfjRwvmZcRGbUMnF8I6iMm+oyeq+vRhO34gzYq0F/Chgg4z5GARlNYKSL1kyrpEnlg+12hk7r4/VfwzCqNaH7PChZAOpibEEUnRxj8TVtRif1syY1cnzJKwp9zqdusZWEdeiCRg4pNKzeuIauDRY5DUwEncz3/UY9dos5/RVfrPxBNeD0geaSVbwKtIc4IQtyLQjqxI/WEQVIgrNPYP0NkIUtlcs0tR7Dnjokzt/ScSZOXWA1Qk4aV5i5cOGxxKwu5ig3o3A5WQ7zDShUVQaW+LtJGUkVWdABKGZqDeIuzyBvNk0drW5d23ssWJySXlEalUZbdCYhSPdvpzHMq1mgTV03ut9pQIxZ29o5YVC3MIEYJsS2HUEv1l4XPoAoHMmHx/pmq1soNv4+5+g3JIkH1C2jthHOwcUBWgyCJ3YwIh2X3OoO0GeraBnGXIhlG2hLp114nJTHw5K5I7mLfvjFtYSSGrgR0IPEea0UxyKeqUDO+7AkgJ5cAohwSQ4u68wYtlC1HCS/UME1Vz5fCLk4ikwr+vT8smyzkjkSLKZ4Oobg4GSQ28LCg8cnKnh4hY2ujwLi3YiCrZIk6q4MlILP77tzEe1aMTWr8Z+eBCKqYUA6JktUzXhdj+1E1qa+jdeWpRUuxLcWFCEcbz+zO8eHGGeU4odybwiwk8E6YXCNMde998V+1q3mssAFC3wLwz25+yYxywwTwJpCYbFDiVZTyE15DCUXyuyVJxYkq3eU4utzeyZ3K1IgtyMpKJBuUivJo2K0rY14xdyaYOnDMOh2h+TeZQDphWn0ydKELI2ZSJh6kgp2qRW7H9u7jYQO5MoJmQLsgcJXaKHFHUXGGmgLB+tSmZsm+zgZ5vIbc2qOcT5iesmbfcIpQzRT0XYCPIU8GU68q+qlZGPTAwWw0q3zVyzHeA6aUQX1gkJc1GhCAFKOeMkjNmIbyw2+Isn6NMjNvTOdidJ854bmnSQDQ/AwV7yq2/LPrjgHXrgXotdDhPPB4Mkhp41ehVanxEUIH4WdXCo8zSHK9bcyvpKiUU03BJl14boHtJNxGXBG2uVK2EUhMSKaqy9dJwxcHnIlW1SMZmFjFQ7eqdC5AieihGUHmv6/SVGkFBAc4EOni9a46GXCOWkk052FKLuijwwh5I3VMw+sKEPH0JRiWrVQUmrpfk6xGhtZvYNqXSkcsFXKhiijpVxYFSc9iwCMxNXOOCoJL1PFW/UFA1BV/7QBlIycgqMZATNHtDb7KIJ+ZXxQRk5mWKs30X1m0HVMnl6nb+ufj7i7bPPy5WNC3RtdUkzU3k0FwznOSt4LmaIRXNvABW4ol1b9maqGJ/B1E9egySGlhhkURcD6tD+XRcWrzXhAisC2H1lklCdCTRJiSywndJpsaiNil3TVYUY+Cx7KC1WREo+9XvxsQXBcDdabKm0JpQNtzctWev+9zZbXDYTdAwTb0gkF/Bb16yBXK6K0g77XcDsiVwZdQNgQtBM6NuFUUy7uQz7KeKg4+1OI587hwm7OcJImRRz+wDA0NmT4BOgFSgpmr1OiForkicLzlohEOGdgSl6s2voYoMxSQrKq1l1dXd4avbDklxoojmWzKpv0wE2dpSwfMWfPtJ81FkBnIGpoz65BnmJyfUs2QR1DlQzwDZWhTFm4rso96jHgVYug+1Iyi/SEh7u0Cg6ik/URt0OdlMLMDqVnVPUGLMc8bdeVH6nadsPVHBerCaoH0vl5phTPSFMDyjC1wjOx8qv0ePQVIDV+I4Lx//QY/l5+SE1GyECCvFXzSNxusBrH4OAQCRoqS0jGonk3tHJEUFq1EYmmCL6ex9NImhk+3DLinmJMhTxezS9OoEJULY3d1A72RQMRVZfglIB2D7vGDzooAPiunFGenCZQzON3KWkS4myIZx2FmIULcEnhkH3uAwCcp5aqKQEEqIEg6zuSioksncD9y2TeqEUAhICsmEHWzIX/VzM4VThJNfOGPUqOuEO0MxEQLFZ6cu/BBCzaawU6XmitEc6We2CKp2pMkwld7WUnsQgD0004iepoTD6zc4vD6jbgnzk4TyBFDPFHouyGcFebJU6Fk2/7ydT/eFGkmhmJoy7wA+WE9WviugIp7uMxNfmUyKTgKkHSFtLRo/7DPuThswKe7UDba14JwP1l+mMbdKvTHaZk+BYQ7yKdv3Q73huCPy5buP0ez7mDBIauBVoU02xZqwrkKfDjS7GlP6WcrFF4JuMaDWyLs8pm54YYj2qFikJWwpIS3WT2PDC5NFJZVb1KDFZObk0UM4I9jVvIJnr8Psq++HvyEDaW8UnA4EPtjiybPJ5ZUIUky8wEw2iLDVXyLi8YW5HQ8tRBW8QmypO+kcLHQRDQAhZ+/SZnHa1V+jy3MUIztEod5rJkRoJrhBGP1HR0uvkyQCJgZNDJ0ySBU6GUnJlCAbhkyEOrnsPLkaMoUh8CJWWI9voeUzFSwiGQGoiNek1NKgmcHFG4TjNX4voRRsIhVaOU8cfweZtDX4hhwdwNIzdUI0cWw4O1J+jwaDpAZeMUJAQR5ZmaODRUbJFVTAusG1l6PbADqr5WRX/NkoDkVTUMQi5qkgiNUrqMLGXhQyK5wNANiVdp0VFRmSFTIl1FItepAutXZg8N6IhQ+eYpoVea9IOyMo3s3guzvPK9qNDxMyAN7bf53NGaEUU//VM4IcvA+LAEpiuoVQ7c0MLWz1lwNbPavV2yxylMkiKRVT4ilsYZyzLbiZBcnPH8EcJaxhVxe5d/uA0EgwHDqCHJXZC3nd68mm9goA2QLlnKzuJgDVbDW7WwlptwGpQiYbAqmJsH89Y36CULceRd1SyFaRthWbjY2mz+4b2CJAT1PSzFYTnIF0sFpg2gvSXkBVrCZVFVoEdctIB4vW+eAp1wLUYhcgs1tPRS0w0Pv3zWQOHqxsZr4sgIR7yNIzdYqChgvFo8cgqYFrsW7gNdgV/JLiU1//2vNAu/IPcoqx5GH2yt6nU4Qxp4R9NtHBLvnoBq9JRaqPi0U4VC0tx8VqV8kEckgbK6LLZIsXgSEJdoU/s22vRRoEvjCS4mLbWy2Ou2JR1N09cPcCWsULRRXYbsGq4I1J3OsZIx1MQVe3LqrwMRTKqY2mh8JScMXECSG1biQlMDl3tTSmTARNCSKEAqBMdn6IfDwJFvKHEyH5MWpXWOyjNESgpIAmj+aAZS1mQLORXd0Qyq2Q4Js4xC4UGOng3wkfzaEJluK7ZRL9+UlBfUKASbDZzjjfzEhsk3QnrpgpLQIS70ejsq5FpZ0gXcygkL1XBWVGOsuQyc531K8k27kthVFyQtGE4h6Ndp5kdb91w17WhEMq2HBFIcUkFYeakBhOVP51uYeAoj+FAw8eg6QG7gun+kZC+CCKJkePGsxVWCIpm7oaV9eJzOGamsLv6L99lxJqxXQytaB6rrBJ1BNAs3Edii2cbXvHKcOjtFg3WMjqIFUAFaBWaBVQraAq0CrgIuCikEktZegEQ+qqs+OEkBphNBPd2Iew/YH6z6asWwI4aqm91bmM86WdOWp/f92F/tHvbISKojUuJxMoiKsZTSiynGuokYMmSwfWjZ1nnQDNAJKCsvVExee7bq519ZynGeOz5RpiCU/xifj5EWh89qJHno5XHlYbhHj8XEvzwfumuj4q8fvTLoADjxqDpAYu4ar17ZSPXzNL7ZR+RRhTWgr3ccU/uUVQIkXWpTn1kBL22YxV72bBwdNdranXlX3mRuBF9Z374vnqLK62k0woBzsKyaYwg3JbTFtE1TdkkS+21SIMZTIRRmJQ8obbGuEO4BbpgIhLprW5M2ikoQ62L0jarsSpeA0sIsOCVl+JSEp0Ua9JsQhG3O1du0F92Qv/WwCFFHOqKNkk9ZLFBBT+QUYUddWHHXZFHPN/hSAMzLDoqZ5ZlAihRZKOpV6lbOm9ugF0UsjtgnRekHNtM6yWFgRqjvDznKAH9sZdaka2aWdjQHh3AEq8mYJqMiFFEJnYt7C/JjIZhbqRrg1BjDEngQrCrWTzxA4pY5MqWBQbzpjZ0rWVLXVt3+/TcvT+/8SIqB4eBkkNnMS9LsSBdXoP/hhueRSzmhY1n3iDpS0eom6cCsI+ZexSaco1TopadUlbKUBFwbMizTbPKO+qL8CWa5QNg+cEmbxOQQTZeLqL0Bp/JdvBdSWKZew5O1llNpKMXqBavTbkS1AVEJvyjGeBJnaiMuEDz7Bal3hUcYKkqGBJ90WfF1tEqgKbnVVsDL2G4KIjfSJFhp2rxObLN9eESkDN4s28Vq/TbgUljQjPn/I0IZP6nC4zztWkEK8NSrF6W4vygjcSALeLkq0Ak6U2p1sHnJ3Z0Mlb04xtiknBtv9VCaUk1JKay0Q6WONw2onVBHezjQGp3QeVu+g1hBNdNBxzyrKPio8hiBNVJEirS4kyZipgVmy4YMMFjGR1s+ruE6wmWkFcmpymn1NkNYjqwWKQ1MADQ+/nJ1dcvS/1Ac9zKSNzbRZAiW3lIe6EABFRKVoajorlwuI5U+exjWYvBK42o4qDAGS9rdaca2OEPXrSJgRQJmtSZafg1Dk4JLbXM3u26ppI5VQq8QqQp/cWJSN5vo+Wcwo0NZr47oMW4loJKELK307eFe/rv6f+iSRWt2KF+mWIRkNtBJQRmTKASUGTgJIgZ+s9ymkZsNh649wvsYlYXKG3NGYruFq01CLWJvvEukAUn6Efcxx/pPKMnHRFUAybLZX8Asl+p22YZfv7TvRjX7FBPY8Lg6QGXhX6aErM1sCe57XPHBA+enXV5Aq4Cask7CjjfDPjYtqYY/qkkKSg1KWuxCXi++JkZWk3ndzhYfLZSNtkdZ3sjaKsS8rPF3hKVjsqrhqUmZB2bJNlNwwuZ0hEQKmgzWSpp5yg51uTXrtPnUxk5Max/Zd3AqMMF6KGJsX2+tWpseb9QgoAc06mbKOEkhk6OREEkQO+qPcFnEhj2XM22NFHszOBky/QQSj+UvVtRZqQAOTJmnWZtKX4qKV4LdI7iEV7+zmjHBJ0n5B2vEz83SnyroL3FbSfgf1haRp2myhlS6NqXkQbkgFMNoxyOxWcpRnnyXqktjzjCd6vTvkZzZg5gdXc6i2Ssqhqm5KPUyFIrp7qtfEywNVk1UdUI/X3YHG6keBVoJSCv//3/z7e/OY34/z8HN/yLd+Cn/u5n4N082ZUFc888wze+MY34vz8HG9/+9vxhS984UHvysCrxP3+JwuisnoDVlY9PcLYM0Gar9oZzzjnA87TjFvZFrdpsnpGFO/D0aYp/aKH6VBAFwfQ3T347gHpYka6KMgXgrzXzhy1S++xAslrJxu71TNF3VrtpZybJ1w9Z9TzDLm1gdzaQm+dGTmdbyHbCbqdINsE2dBKQPCKVyZdjq/vCYubBjkArSaVSVq6akoVm2y3nAWULaqxdJzfVgR1FJR4JBIGsNNUsdnO2G5nnN864NaTe9x6co8nXrfDk6+/wO3XXeD1r7uLP/C6u/gDr7+Dr799B9/wxF18/RN38XVnF3hys8cT08HqPb7nc7XZXXNJ0IOl+tIByDsg7U3+z/sK3hXAR4GgFGg/qyqiXnbbJT/3nMWnI4t9l9IBt9IeZ3RoKb8znv1xWVKBPrl56yq/7AMsp1RN8MHW45VosU9afWxH3/FjFezAq8cDj6Q++MEP4h//43+MT3ziE/ijf/SP4td+7dfwYz/2Y3j961+Pn/qpnwIAfOhDH8KHP/xh/NN/+k/xR/7IH8HP//zP4wd+4AfwxS9+Ebdv337QuzTwEHCqT+T4uavJyhp5w6E66ggA2uTY2hZYq4/YwuQNoj5P6hQfxITY9ZNd3Sl5eioIgFwsMXl2KRPEBxvKxJCJQYncc5CAiFIy29yklh5cSOp+M0PqWaz+/uWQXJA+sKQAE0vzQmzbi20er5qeTvSMKY4rkS1TGGlEWC9RP5J+8v62iZfU3rGKz8aL+GgRb6gOl4mW6nPrI+9OtiiYGNDqkZQJWYyc3B8woX0nLAuri5IQ1qybun3p/ftOn891mi+5wo89Ak1kriX9iJqBh48HTlL/6T/9J/zFv/gX8YM/+IMAgD/8h/8w/vk//+f4tV/7NQAWRX3kIx/B+9//frzzne8EAHziE5/AU089hU9+8pN417ve9aB3aeBV4DoBxeo/adQdhAHIMh8pUifetxKLwES1qa6eTDHjiPHidouLMiEnwcX51ia1MlmUs/XC+8Tgia0/aK5d42+nPvTFOcQSOgGyUWBr5BeGtiqEShma3DWimj4sHRQkCZIJVBXpLIOKWJpvw615t5yby0I5Ix/uB+s1ivlJ/ToW78mEMF1VLKKJhUi7qMxvPWEAC0FF6nRKFVM1547kDg8gm7fU+qFgQhJVXZp6wWbHpGk1W4lZVzWeIL8piUVH/tzUeeAdtx6E6WvMqrqz32CeE+aLCXzBSHt3W995FHVY3CWUCZT9RGw30O0Gus0otzLKLcZ8Th71AnIuONvOOJ9mPDEdcM6HFjVFPaoqt3EdAm7fRzuXClZLTW64mPqQGchGsgcnp7BLEn98PB8rzt1o9H2weODpvu///u/Hf/gP/wG//uu/DgD47//9v+NXf/VX8Rf+wl8AAHzpS1/Cc889h3e84x3tb7bbLd72trfhs5/97Mlt7vd7vPDCC6vbwKPD/VwvLr08i4XP8S2QmtKv4owKbqU9bqcdztOM23mPJzd73Jpm5E2BbsVSchtYv85kEY5mFzWEsOHYWO0oelIGdDKj07StSJuKvC3I2wo9q5BzRT1Xk1vHmIlzRrnFKE8kuz05odxK9vw5o5zZ3CTxfdO0EMwqirl060x0+YigIhprUZn2hwRgbS0VvT6ZpLk6ZBazImoClKMFM0QZ7kCh1ZzTw7KpVxLG++QkjaDO84yzbITw5LTHk9MeZ2nGWZpbfScQKb7dnLHf21h63RtB8d5UfSbfN1Nf1M5tPSUgZ+iUodsM3WTItjvnG7vw0EkwZd+vNGPLpaX1jiHuiN5P6k0upmBoO3+bVFs9bfLnLFL0tOhRXbX/f7C6P/mqgZeDBx5J/czP/Ayef/55fOu3fitSSqi14h/8g3+Av/pX/yoA4LnnngMAPPXUU6u/e+qpp/Abv/EbJ7f5gQ98AD/7sz/7oHd14AHh+MqxmZaSLlEUFrKqyivmS05YYLTaQE0FOQvmLGYaO1kvFIlCtgTZ+CyjOVm050anmnix6+H/f3vvGyvXVZ2NP3vvMzPXNonBSbFziUODFImWpJCagkRRgZI3iEIihNoQUhpX8AFKSeMGSEIpJa1KAnyAqKVQFSGoSHmDKhJEEapw2jQ0omogidsE3hZQ3ZCQWFZ/DXZi3ztzzt7r92Httfc+Z87cP/a1fa+zHmk8M2fOnDn7nOv97LXWs9YqiCO6+YwjriMXrSmynssPOTZrwoCLu4I4OdUOpCo4y8w5UG9iAB+p6gKEaLouuz51X6F8TK4+sZxsJK8+d90K0LuCF3NYlIOI1hSiuy+YtEuI3Wp97DKYrCsfSwbZgElwU1aTEFOAye1QgsViU2HSOEyaCr52CLWDaWyU4Gc3XzqcZfercQ4YxOlpGGOAQwc/snmxUhEQH2LpyXl5GNRUYUIsqPGwXIYJNnXurUMFT/w+WVUgBJiinl9AsHmRRZavS0rjM9oc8URjzUnqy1/+Mm677TZ86Utfwote9CLs27cPe/bswfz8PHbv3p32M52VLxFNbRN84AMfwHXXXZfeHz58GDt37lzrU1csgaXcfsD0ytFHlZ83XJ9v4h2GyfVnUhffgWlgTcAINWpyeHZ1FPWcw4If4Ol6yPXYhhXqBQPjLdycga0dyBjYmjAYWtixBzkLP+I4UbPZskU05O6wfkSgEcHMeYxGNZyTlTGlpou1Aai28OPcOt746JYLgKvZ7ZcC9patp2YuKs0GEsSnHJMSUojutrInFhCJiZgUTZTIh4oSuSKWKDKWWgVaZ0EmVolJzbaikMskiYLQMIl7S9Ed6jguaNh92FTsDpxUDqNBk1yNEpNKSd1ksNhU3H4lWIzHA/gmNmE8UnFO1CJXnndjaSwZrSiAVZqGS0KZTUOQMfBbBmi2cDmkxa0Wk618X5stBNrElvGmYY0516Ay3PKlDhXfO78FA9OgJm4r72EwDgMc9UN4WIxDhXGo0kIKaMdI03sT0JAFmiq59KTdSTdG1VVixuWA4hix5iT1/ve/HzfeeCOuvPJKAMBFF12ERx55BLfccgt2796NHTt2AGCL6pxzzknfO3jw4JR1JRiNRhiNRmt9qopVoo+ouq08AEQLCkCwCLGgaGW4bbuHTdWpUxtv+KT4e5YbY1xVGFiPZw0meHpU8+Q4N4DfxOKFZhOThq0AExycBNMHJrVz8GJ9VQANuMyPrQKr31xA5bjyBYFdUhybIlbs1UwUbmLQSPKqFL01OSE4DNjtxNZUdivCiKQ8ljcSp3p0sxmZtcSaKiwnckiuQCaOHqLpgTWxyCwhuaS6U2OqjC7nAl4skmTCsuHAJGEJFFzSxnetZWcDW6vxfSgm7XHjOFnXW9SLFai2QGPhFmJr+Fhdwo6jq88DpgFXaLcsTkEVL5c18JsrNFscx/42GTRzXACXRsR9qgZNdMn5lCheE9c9hEW2nIgtvHGocDQMOfZEDk1wUdwRSQrUSpMQ8jLEeXTwDh45FSCQWXIBJ5dbierYsOYkdfToUViJE0Q455IE/fzzz8eOHTuwd+9eXHzxxQCAyWSCe+65Bx/72MfW+nQUawwhqr5afoLcvoPbMhAZLvgZ86EcQhRUcCEesQ4cAga2wcg28LDYVHFxUgIwHnEFbBiC32RQx4oNhpDUdaFiEvHDaN1UhYhBcnpiPMEWE4yNiUrGAkEUhJF4rLSoj4ST1IAiyIikMhXdFW4xmRiSrBzFsyneFu49UTF2hRMAsguVsjAjkC2smRk3T2JRnY2m6OKbCDVEpjUxRlWxVSUdgE20sCQ2IyRFBNSTCt5z8Vha4J5dJlpQUl1Cqs7bJl8LVllakCdAylPZGBuciwuPUYxFycIjum25Lxl35l3gkviwhrAYBun8xqGCBy+W2HoyqInfA5mMZP/09xFJqwk2i1Vik0Qys1t7KNYGa05Sl112GT7ykY/gvPPOw4te9CI8+OCD+MQnPoG3v/3tAHjltmfPHtx888244IILcMEFF+Dmm2/G5s2bcdVVV6316ShOEtq1zXhFbQ2h8cDYVwgwqEzAghvw6xCwmTjJcoAGwzjZbbYTYABsDhMsbOJ9F0YD1HWFRTeCHzODNHPskms2cTJoKf32cwb1Fna/+SF4gh1w/k9VFDx1lovcOstVEhoAvqoQhkxYfk5W0EgllsTaKZWDKR4lVpS49fLc33PBipdCDJaJEZZiNXLiQq22zTriLg2R/AGeYGUbFYTR6hFFaOdfydkVJ9gn7E+VJQzgK4J38UAW6dykegSI25AgtnkXYjINJ+xKO45qQWoesqvPELGrdhNPSWFgeLHhDCZbDJotbBlPzgTqMwLCADBzsdtvxdbTYvw7+x8AldnUGoO4nPk1Kw67kM7HpXKyXMxUcaVQG5eaJAKuaO3R71lQpd/xYc1J6s///M/xoQ99CO9+97tx8OBBzM/P453vfCf+6I/+KO1z/fXXY2FhAe9+97vx5JNP4uUvfzm++c1vao7UBkP2zedt/B+TktJPknubYLl3FFlUSfFn4Y3BAFyuBmBp+mY7gQPhWW6MMweLqIzHptEETe3gLavrjAeoMrDexIKsGX6EtiXlshUlfZjS5APOr5E4Dhyv0EEGVHHFCkmRMtQmoywXpymBQ8tqWgKlOIItMmqJKCDnFa93uWLnYH+2ZISg+D7wwVtEVYonynMrrbsyniIWTmEpUmNSOw92ScrJILUFkT5PpgHcgoGLrTiqhVyI140pVjwvft8U1vDIoBmZSFzs4uWCwRQVfey+dS7kfl1kMfEAMERlfCvOJHJ4uVYSMy3FFoE8hs4DZGFNOyYlKRKpWadFO/6H2R4GlaQfH9acpM444wzceuutuPXWW2fuY4zBTTfdhJtuummtf15xkiGxj94q0fE/rKfcDLEJDhNDGIcquWKcJdTkU301iU+NbIMtFVtbzxpNuKSOrVBv5n5B3ATRwA2AVE4oWj1Uxoii7C4Eg9rnzq0usCat8ZarjJfEUpBQSvqN4oZsSRWE0hp8cZypC1Ycv3xdbusQXnlN5dEEm1xQQDtx2semgqnbbjon07amWgdvizsMIPwXVWyR/CxA0hLFZiuMVXpMUiwr51ieW+T3piFuDV8TrGdXnwnUOg9OpOZjNiPOPSMXq7APOwuPaMGFYGEMMG6qZLxWUekn10kWTHJdSneoJABbQ/DWJkKZQ1vqL8+VCQgmlpsCx+YorpKWcoErjh1au0+xavQJKIwBB6qBZF0RGXiwMEESIY82QyYYEEa2QR3/g1sT4Ci7VwZosLVagDWEM6tFNGQxqhocrQf4HwPUcwP4iYUfOu7UGuLEGJicwjALEUCI+T8W43qQytzY2Ppi0jj4holK5OHyXT+ktoussKQSuQC5pBF4P+sLciguHJMQTR9DpOdWyC+bO9JXykcSmgSHoRwzWjh1rIsn+wRv+X74mKAczy+fY9HiooyZhbyfacy0e9BEcpI/BNkcW3gY4saF3MiQ3XouNqusxgG2pmJBIWrJLHhp5riKRxNz1cgBzWag2RTl/5tztXUA8N4gBBZJHDWD9Pcnz96baFG2c79k8M4FVJWHMcBoUKMZ2CSaSMIeIScYhKj6kyaJ8A5kA5zNSr+Zsdr2JVOsEEpSihMCcZEROhYAWdjAbr+aHCxRzlMxACiWSzIWI1vDE7ei3+ImmAwcLAhPj2pQMGisSz2XjEeKB1ErRiQ+KyYq79liIkvcLwiIVlRhDQqRGANjMW1hzbJ0RGvQmdjTKcgQuzRfGjwrsKIAjkEZyvk7ojBL+6E4h9Yjx9nkuqDYNxFUVDXKWNKYSguwgPSZMoFbbkgOVDWOcSdPsNHFh5CJn5OgpawUW1LBZeUkd1emqNDkBUgrThfvW0M2NsEEKFpPIIPgTRp3KpIrLtTovyUCrCU469C4AAIwiu7oZE7KOE1ukigEthpXnhLV6qEkpTgm9FtT7VWkTPoiR2/iA6gwCR6TqLAS9548JFDtQBjYBgjAGYNFFlzYgCM12xGTqsKi5wZ9Jjb5M97k9g0Az6ixi2uwFrWpYg+lkGI9vmGyo2h5QFxX5WBLw8j2TNR+ZZNPOrfSrVdu6+4sk3kwMMbAB4M6CgBQzKGlq08qR1DRAbjsftv+jTzEbOGYbFHJttC+pCUMFZZUQIo7WR97gMVyR7YO3EKlmyPpmKhCzDcLFVpVPIJUOk/ExAsONBZN6tAr1hNiyac87lZuGAASSxaAHwTQkKt5pX5ULmAcc8AsDCoKrXsjZZSEpMoWH+Ix0LjU2kFJSnHM4FiFuKTiCr3zH5GI3WzSsXfsK/jo1qsM136Tmn7OBGy2k6LnVMBmM0EwDQIMRrbBQsUuncPDORyth/j/7GZMxgP4xsI7ljtzwdIi/lIbwPCk7RubCUEmPW/SxGbq7B4DkKXh8TmJG0zHGrF5Mmxdoykmp1SZQqymvtiWIcONF8F9q4LnWbW2Dk3ICbQhut5q79B4By/WYix3JNciWUd982Rh8UlbduPZOkLIVlLXMiy/z32geH+2npikqkV28RlPsE3gskeGXXw8dssVPByr+SQ5upkDms3SUJFAw5DJXNzKdTbr5L7b1OnYFE0Ri3EWrlxY4ir2tW11UBZp/cBxnLQynjsho4xPsRIwNfg0UDn6CYKSlGJNMCtoLHX8XFxliqpK1H4IXFZIYlM+FaINsaYaoQaS6w8AtlQTDoiTwWjQcCwJQFMFECyTjMjACWlSMwYgDwAmJ+cCqdhq2pcKt12XoCLJSCyptQ8y8fROU6bzum+nHhaR+F7KPyvEKMk6AGIB8baiLyXw9sSW0hfReV2499Jz6HwfyDX2ME1o1lO2wKTVe3yWvDMqxRgWqbJ5rnCOKH4hTFmbMkYh3yaTk5yLWHgt0y9aUQS2xkz8DcCkDsjGZBGK7blJQlSSPC2v2d24PEGpy291UJJSrBkkJtCHcoJFsPCxMnawBgt+gKFt0IDjT3PkeHIwgIVPhWid4xp/Yk1VNmChGcAYwtixNcVzso3ut2wVAGACshI4KphE5NPJbVXEbWT1Hb9C1nBOT3d8bKzFC8ETbJrD5BjSeFFW8zFmlhJ3WweMB429IliUYuEtofHTOT7s5uP6dBQ734qrz3iT3Hapq26Pyw4dYuolt9aYC9dubH4YAJiq+L0hn7chwIq1acBFgi3gRxZ+xGIJP+JyR+Rism7VuTZCuPH6iNVrAr9ORNmYRKqtUlSGz5kcQCVZ2mhJ1RZ+wDHLunGoK/77HJFDQ9NV3gG0XH5StFbdemsLJSnFcaPdnsBMfwaRALMk2MUipc4PUHVcf1UIGJkGg1jJehgrWUtlg5HlBN9NrsYRN8LEVxhVQzw98Wgai8ZV3JnCOyaWOGm1J1mTn2Rilo/64jY8z/L8GlDWh22Bin2lT1M314hc/EkRARQuv/aBEGd8cKXyxiK4AG9NsiLJ8VlYQ6g9E5QvVH2i7DMxXtZq/thjyZlgWpO6WJNTIovyuhg5Ve5+bEKMQRoTW8CbROyhckzwVkpYRan5Jo5H+U2S40apqgSSpVPcH88E7MYmxcI4N4vP0TZ5YVImVksciqXsJtVORCQuX1mEmus/SvX2ikysO9mkKhTlg2uOiguQXX4rbiimWBGUpBRrgtXkiMxq55Hk0xBlVYbkUA3AfahqcmisxdA1THim6IEU697xQt+0iaicaAuSAjqurQI8mRWWYisghfxlkTMWk3faS6wn+d1CPDHrshmKdfUo/y5Jrg+ye4/V3B2JdZdYkkUUV/uYtganvjsLXRcoZOgmJSMnK8UBRPy3YRGTv21sWthqYGjarU46ZaHKa5KsvdQssXguXrfupdxrA853S5ZlvKnxeKkRJGXFJJDLJMnrqUui1tMJg5KUYk2xHFmV8akWUUHq0XErD2n9IJUohnFpPDAeNTk4cB+lrYPFdNwjA1b9ERl4Z1PMAkBKTu1aCkB29fGX2/wjbrxQEWL3ish74jbMnJVcfLNcnjL5mkJOLSfXirWU5xJX/CFKzF0URti8egeQVH1BXH097ruk1Ivnb0pTr/2yNf7UyTieaxZ8ZOskH4MrTdgotHATtPO04nWSIr1+aNBsZnJKFetFdl51bpQQlLgx5Zji8usSVumqlHGYTGZyv5jwTBSr8A2XtAQfbIqTyh+TqPi6KKtPaAuPtYOSlOK4IAvU1rZlVpVUEBNiFYo6OG4V0dOH0xlKTexqqnCGXYhS9YDD1Vza76lYKT8EA185EEViMXn1nVx/RbyiVIB184HEGAPF8ktEWfptTIdoqIhBdUwpiUkJyTkCopJcGhv2VSnnASGJO4I3aBoLF3+38Xl1HyJRsfjDtNx32WpAsgrTuPoIEu3xS+mpVmPGKHIAkGT5ycKJiwPbtPOtQMg1Co2UOuLrEQaA38Qlh6gioCoCaOX3S4spujPLPK0snKB0f8WyK0kqXdvOa4pFdX0houAEdIMKuVyS4uRASUpxwrHa9WTofMMVCZXOcLWIIRqMMYidU32uySf5T+JSa0nv8nO7+kJ+3ZaVR6uB2pNsK+lXdi9dUuV7sbLSORUPZIJi66bTUy0RZ2xSmCZrE11o2fWUq3xMX89j9kTFsbdicNEiScIPuUY2n54JSPHAAMDEqh/Jiu2QVIo9VUzcqdqGXKcgJyHsevKQxD4ddN3RihMHJSnFcaGc//pcfTmoXBR4lcAz5HVu3w2g1X68Dw4BHgbWcBJwZTyGtsHAeRZmuADjAsdvRMIc20uUbq+2lZE/A/LEK11zSWIW6SB5op6arwgsce9YRaW7L5VBAtos3p0P0zFirMRbhE4vDmPAggkfBRWluw+ZZKYUiOk1xfPLFie7FrNLTH4xuExOiWDkOpQCBzLZqpJx9LkMK2qT1IC/YGLzRf5Rw6kDhNTGg78LziUzBsFHr6QsNgITTHK/yjlGC7DVYqUT/zJm2huQKnsUGdTL5UNpLb+1gZKU4oQgtR1HSVDIBFWSlSEWPhhqWU0CD4sBYgFainX+YFOFipFtMDABQ+tRW8etxB3xBFZWFJeEVHF5NcjVEjqxqjSZRQKSWE450aaK5Z0q6InQgGxeQCZFITjKhGTyQckW/Z3EEEwMYYBACN6Aiv5RALs4gxBUKbtGcYzCEqFkaWbCMIEAG6u+yzgKghLLhyrOFQsDjh0J2Uh19NZFFHTXHfL7FkAVUidhG9uAlFN78HwDKVphiN2PuYwSn7fxLCAxNq4lJP4VilMpLMBcOovyc5mPVaDsOhziqkWs/a7Vr1h7KEkpjhkr9SKVq1Jxy5UW1qyW6NxqwcLBw8OgpgqebGoFXpNLPZQAnjBmnpMQU/HczQdazi2W8puKB2JRWP6c4mRf+seKybr8ge7cZvK+ZAjS3r1ljYk5VJCHNCAkKY47YwwtdyM6Vlza1jnf0vqRfYuYlFggnP9FbbK2he+xz5qQ37cE40SVye7aKcQ+KSaSOFt3kdCtCEriuQYmKorn37qEJUkVYynjbOJmLNujzEJfu3jF2kNJSrFqLEdOplgJl1aUNBuUhnKVDahSC3k+qodN1ScWqYINo1Tbz5kATxaLNMA4DLAYBniy3owjzQhPNSOMmwqTpkLjLaixRZ5QkVwarSnJrwFJ0F2sCj7zNNHFSU0sCGlHHyrwin4QphJxKVCuXBEKsXffXFbGXmQfA86/KTrmpgsfAPIWFLhRIGKuFAVEN5/JlTRQTMCUj8s3pm0hyWzOxF1Ui2h78NjFFl1lYRRA0d2HQYAZcIsM49oLkT72L0mgjxDKgr8iswdxfy8ZVwCfi/E8HiN5UnUnmbccJwpr0BbWoCWg4h5VxlEsjTRdQDbExUPZeDKfr5LViYCSlOK4Mes/p/wHl//szobUu4dronViUSb7+ms41KHCuPjMgbP6j/oRanI4GoY40oxwxA9xtBli4h0mjUPTuFwsVtRbZVWJkEmK3X1U5NNE91WcjFpKtjhBhwFX5YYlYDDdOZe8ARpkqwiFhVNeqkI0MVXyJ1oNU2o/Muy2jOcYAjNLIihCklPLsVPMrLCMUmxMLML4VvKxhNQlnpO+7pikyQA0pBRDskMPF1teVJWHc3xBXTHJz7JKSoukrOoeQiwF5Vj7zx5LLn3FydKWyVbk5C6Sk6VCot6+9uzGJSZbE6XustCoAqzj4sM2/q3K32uJ0D1PJacTCiUpxZqh69Yrt4l1VWbrl/sBSHlSNXFLjjFVKbYjybyeLI6GIcahwoIf4ogfYrEZYKEZYFyzFRW8BRq2KEorqtUrqcfdxyean1NwP8UsZIKLBOUIxoUWSZEQhTU8w3vTPm73dbmNys8Kt1sXYuKFWEcw+R+LcZTHjWRHUYKdyMnmfUTFGE2W+NxxH8oEL269uM1Y6XwMWBuTqhHvtQ0pl6uPpNhKaptrVHzWC1Ftmuj6g3RnpmTlmKhvYNdpvpcAioRhcVPyNeJxhHT+fecrSb2zyEmtqbWHkpTiuND3n1L+g4sVxdWk2ZKqDK9O2d3nE0nVZOFAWPBDNNHddwQjWBNSG3BPBk1wOOLZalr0Axwaz2GxZjffwtERl7UZW9gFx0mltYFbMLE8EieXgmLpnCb3NSonMqmCEIZI7SP8XHZvmU0epuLJrBp4WBtSZ18iw60/DFL/IiJky6YkkiSrLt2BEkgxmbTSOcbK6Mn0MYDv+OOALJyQXTv5WDDEUu+Oq1HiOOKmRPlbAke5nNMgwFRM0tbm5oGVDahiW/eB863FiSC1uwdXcOcOzvHnKZd3ErViWkOkdh3RkgpRQeei4COYWMg2W83J1VmQFKpIthXBDAJgCdWwwXDI93NYeQxs6I2ZlonoPtZL5PFgJrQixbFDSUqxKpT/1ZZaNUocSpR7QkzybNG2qNiKArwxGKcM0ZyPMgkuVk53OFIPOf7kHY4sDtE0Dr5x8EcqjkNNLNxiTPKsDTfgC4jdYrOLz/bkZZIxOf9HYhYDYoKK7i039KgG7NIauExSUlMPQGw1z2WMYDguZZZaZZvOcyjIyhSuyvIYZppDgI6Ly1J22UWLMFlXQlDyOroK+fwjQUnJIEFU18EQE3UUPTjHFpT0Y6ocL0AG8Z4DSO0uJJaTJnlD0WDOld4puvtQxnrisxE3aFR7Sn1AxEUCvEmxt3QtTEHS0bUHA5hBgKsioQ58up+V88nVV6ZEtEQ61I5JKU4MlKQUx4RZ/ynzqjlbU8nFh/K5yDWRCRJAQ/lPsgk2TmYWi56VfU2wODIZom6YtKSXFNUWZmK5ZUNtYGrA+vjcFHGobkC9dLEZZHKSXBoXZeYOLJWuAlzlUVU+TcjOBg5/SQzK2EwAhaXSG5c6poufn81Kklu7BBXH2VLYmSL+VLgTIS7CdCxqx8/kVCJBkKFWTcFAHB+zhrJsW6woYuvYB16gNMHGzskmtoW3kaTQJsru2BBddlT8IclTurfFOTsWd8CyUMI6toqdk1hUTonoQ/dvvyueUJtpbaEkpVgxZv3n63YdNdFyMnElnZrH2YChbab+8zexNBLAFpMP7N4bNxXq2NZjsa7QNA4hGNTjCqF2bDUtWpjawDUGbhEcg2qkZhw/mKSolbTbGpBBUsGx5cQk5ecIfkQcXN/k4eYaVJXHlk1jzA0aLtcULYbaOzhbZVeQtwiWJ1uJoSRp+UqQyE0sGrRdcX2xJxmWxJ2AXGvQUMcKokhOPHmnKk5SiSjEpoliScl59/R2EhcdEbg0k+EeYCKYCd51rOZcTHjSOEyaCiGYZBGTKBh9z7WyufW7KWJjtsoXpFt1I+0PpALELrojneO/S3ZNBgxdrBHpcqNDU5w3RVWfdJn2yfU34z4qjhtKUorjQrmqFCsKiERlJFE3y82rnjyYJjg0UTQx9hXGTQUCsDAZoPZMTMli8gYYO5gJiyLcYixo2hi4MVJxUyuxJ09Zdt5dkUsIJ5GUyVZUleNRNCDYoWd30KDBpkGDTYM6jUusQ5l8a+swsQQbgBCTRaPZM21Flat/IJNLx8JEPIQUzU0837HOKBIOiVoB1CaoWMmBBR/8e1asI+JGhGJItdxphfpxVg5RCBbWBvhoPfkAWMOtWYSU5JQlDtV4lxYfvnHwk5jEJN2Su9clWrcmXhwhoDQGALPk7VIlny1gISO2hA2Q3NFyP13xt1q6+YSsqPis1S9tGahjcHVQklKsGsv53/tKIfGjXUW6/I9fe5esp0lsgz5pKtS1Q/AWfuJAEwsEAxutJ+vBPYUk5jTJrj3bUG/ju5ID0rPJBNV9IIoERBwgxLtc6abVXdDoa5MYVNrec237SEvemMQ17YIPLXedWBZI1sXUb8R/ekdIRd5XiCxqTCoXREWNKDm2D3YqB6qJ/a+axqGpmbBCbYHa5hwz6ZjMJlCOKSHeG2tgihtrk8JQLKBYyxFtpaEIOgCkeCmAFCvl707HofrayyyXH6WCieOHkpTimNH9z9lK3C3EEqWbL1kdKXhuMW4qLDQDeDJYmAywOBlkt944uvXGFm5sYTxQLRrYCZOPW4zE5CltyzLz9gSRRBFAq3JCcFxeR+rRkYglpF3EgJVrLAiI7ssei7CcvPquD2/sPIu1JA9TbCu/0zW2IkGl1yZXMzegVLW8FRNLLrLcUsKY/J5YpD570k3nni0iee0tpeoXwQc00Wqpreu1uLxnUUnwJt/jxsJOpO2GSXX/yAgpUc5Riy5MKqTvVcUxJb4//Pc3KKwjKURsl1holHGz8lncfD7FSU1q5ZFicMV167rAFccOJSnFMWF5ZV/h6jO+d2IQaXlDNsWeJk2FpnYc25g4YGKjW88yCXmOPYlSz40pdWJ1dWE9FZO+WEucL2RaFgYZFOV9ENtPFDX5YpDdWppK7pwVWF/dhUQinGzmrWz/TFZpOPnrNM11XQVhzmFb4vemDlK8DyUxxvCVAYgsDMV28lKVvvx6iD2xggFF68l4FrzYMTvyTGy3AYCrf1heZBi5V46SxQVIflaskB/l484GjFyTXLLdhZKgJKYm8CqmgZsiqJYFBVmUtP8vKC2tPZSkFGuKldTkA5B69IgMuYkuPu+jwssbnrxqtp4k5ym/zqKIpN7rVDIHilU4Cpde3CbtIqbrt6E148uk2gQLNMCCHSBU7Zl33HAszYfoypJJ2NtcpqgkFHGbtZhF3Gfdi5rPh2wcp+EqE+Kak7HCUOHCpHZuVPw8XZu42i8NTom1JEUdlUVri3GU5yb7CxtJsVYAxposyhAOFnIiAE1UZZbpAgTuhRVTBGThYCxAjYkJvEiKwjREsHtPxDoD6zHnGlTWJ2veyd9nHESA4V5mABrYVkPDdkPONkH50Cnwu0JVn8ajVg8lKcWKsNx/wCw3L9x+oCwsmLKiTFRHWYy9w7hx8N6inlQIi+z+sYsWdpHdP9VRkxR7bEmxIMJNWBwhsaduzEniTezW4wkPRkocsSUg5Y5aRCWDjkmtvnGYGIJ3AUQcOysVXY13qKMAoGkcwiSWZmqi24pkopcLAJaPizUHHgOXZygDSvFUrCgDCeQkVkOtG5M4xCGr8KT8UVEGSVx8QJzk5fspxoJC3SfXoPyBnj+IQhTS6pFVDkO+FwxMrAhia7CLr5PTZgjJkqIKsFZctWwekwOosikp10QxxMAFbKpqjKoGc67GGdUYlfUYmICRradawI/DAGPDqkyECk0sxFi69Jpo5YswRgjKhxyPUoI6cVCSUhw3ur73sm8UgF73SoitJlJCZ7Q+gqi6QqfjarSg2HqiwnoqBRJlCZw8aZYuv1SLz7StKirdgijjLexWogAutwSgsXm1LaNqGoemsdzDyhu2BGVCJtN268k3xZUmVlQinSWms3ieLQOs+IyfxWoqti9h1ZYTbbaguo94MCHc7o8Xp0zd3xaI+y669ljgYpKFbMVCJrTELgHgmYqQc90K68wQ3+5UxDhaTUPrMXIN9xqLLV2kSHEgAw8LD5+qmdRkW9a/uPnk75SQibyE1u47sVCSUpw0lL13JBblg4UPufU5JYKSR5zUynp7JYR4iC0mQ4X7LhJRqOJ+DuymE2IqGt91i7CaOCGi5lW7WEbGWvgmiwFSr6F47qmwbWORFGpRSt2Kk8EgKfo64yn7SyW/FqJ7kJBia1MWTXIJUq7M3pKd5xp7zOOdiznLZVWQVbII0/b4o8WxphKMhYyDyf276vi6dN1GomrFFMHkE2IsimNxlGsk9lw+EesMrE8EJQ/eiQvWiq7eRwFPE6uahJg0Lu5oyYcCkIQSAJaUnKtoYu2gJKU4LnSTeLv/OWdVkG6CRe0dr2C9g2/YkkLD8nJJyjWNyZZUpzkhGVbmld1mAeR4kyToVoW8vIhDiVWSY1bIxEIEa0yssB0JyFn+zbKMUGFVmFB0oxVi6mtACHC+j2ynYnu5T1ldPQV0gJYMvG8uLCpLSIdbaaGR8tjitrIlRlv+bvL4yOQE4qKafDv+N8OaKI5tfNwrAG7CZJesp1AQVjlWAwQRTMjCIbDlVF5/SSC3hlKn5qFtMLIN5mwNC8KcrQEgtYJBcu0xITVkMQns+quD47SIwt0HoOXi68ahllL0qa117FCSUpwQzBJOTAWlqUiCLCbB0nJKFlSxuk4uL3HjFc8lGQVnWvGmRFLl9+Q48rKcgMtcHXm2RfUIGaJM3uk10om242Qdgpu14u666MpZjnqeuyQXZeWpune6XvF1UvZFK43y62URf7e0dmZVbDfl9RE3XlGRvnThJfdtyc3yzxQp9qPs9OwMd3q2oFRF35oAW+RyAf1/kxJ/an/e/o7aSicHSlKKE4JuK4NWB91WDCSuTIvnvsB8y+IRoikmrfS5QWorLi4+ceuV1tMsGEJsOW5gQfm73kRyQg6ClFZCa8Lu5xRupGjyllKWJnEkV+QyFWV/ZsnEuyWAWvvKQsGUbTRyomtpSaWCroivTUzMjURCiSRMOqc+jm29l+/INUlNJk0rn619ALTCcil2aPO9TO5Zi3SNxIqXeKjAI7Z6JwsLYqEOVVgMAzTBYsEPMA5VsqLq6PKrvctiCanGvoR7j6/p9M1QC+r4oSSlOKEQsipVVYFsDl5Li4uAjlQ7k4DEjRAFDsGYNLklb1tpJbmOvLwqLaZ80NYqPxSvZddgQE18Y/utrpmMJzErG/ksufC6RBUf0tMo9qeSVurilrMi6S5ym7rS8dbPF/ultimFO1aUmIE4uRZAqgARgoGJyj4KBiRtiuM9oZgQlSpXdDi3S06IFlTq7VU2nOzUU6QUMEO2jKt8DyWHjWINwmQpYtq1LKWYPFmwl5Cv0WIYYMEP0JDDgh/gaBNfNwMs1AMQuGxTE4UypXCiRKskmMagThiUpBQnDbNWoStpc9BS3xEyaXRIqrXqjsQWpP8R8v6chYklJ1uS2AfQdqmVZk3f3GTQ+mLK61lqgIVVJTX1jDQQNPk5kUzneEt1R07Jxz0NCLn7fIj5Rib+ViQiw5YKhWg5gmJtwNL32XMyJbouulnXSw5X3KdSdTllCRf7lgQ1y8VsDVtR8r4hl/qTNeSmknRLFV9f7Elx8qAkpVgz8H/ebDF1a53xdttS+QFIlbhblbuJ84GSe4eKUnFRjlxOZDDIpY1ie/CWMKKTQJXiIEScy9RZ+QOdyTV7ufqNp5K3bGdbx0CEye0/yBAr8KKbzxWtI6QdiItNBLvdjsvrHopJtXttyxqKMqG3LducoDppYuFXx/X2QmDRQhDLrbFJYJIEcmRgAmXVXxSQtM4yAFnNaLj1SSiupZBZhZZCU+5rGLD1FIZAGMZrVpWtNvJflcSTmuAwDhVCXDD4KJSYhApPN0MEsjjacG+yJpbnmsT8t1Ao+uQa92EpC0qpbG2gJKVYU7RWoODVOTc0pF5LSipVS5CfUrUCkY/LbGem4hdkxGKiXHcvuoKoEuJDrn5AJllQpjGwDav3LLEIgkpXX4rB5N/K59w+h/xBsd2hNUvn1X8uuZT6OzmebI1FaqbobMBo0KSuxtISxCITTklMIpeWe9C9xmVC9VTcRkoBkUVlq+Tukt9oGkJjYhFYS6AorydrMnuJ/B6ACZTzl6IoI0nipT19vL8mZG5rn3RBUgNikrKAHxFoyJ10bbxWVcW1+qqiZFUTHGDB8SbDaj6pLCEuvkAWC80AR+ohCOCSXL5dm2/qtDpq1hmnrlhDKEkpjhlLrSJX4hKxhpCa44qyrIhFyERlQmGdpP0lXkHZLSSvxUophAcAIGWIJNeHkmstH3PmWEvCKc7BUJuoShdk7/HKzyJpdYP/NiakuliLzsWcn7I4KtAWpxhqu7Nke7m/M+26g6kEkBTLDYC3gS2R+LuI7TdMTFbiOnqU4lMt5SPigiKyOAEpp0sScMt8tJa11XW1ukxSrWogUVKPWCZJFjnd1vT5tQUQ4kLJpPw8cfE1ZJMVGUhVe+sRSlKKY8IsggqEaD1FwQSkSRyvYsUpY6N8IBVttQEEi1AF0IAtHg8LKwmcnhKPRcMqiiIKy2RAnUksx3kAsEIvrvjJGFhYtp6CAXnK8SmgV7lWCie6Ioo0ifLgOA6GzmRbUbL8KLr4YCl1+3WO2HqquI355kGNQVF3TnpxlXXnUkHUoidXaQWUVT/KVhS2ICwRs4TY/I/IpPvig0XtLazl7U1j4Z3j2I309yJJwuaLRLFRolinqf9VEknE+wlARBVTak5JtI6WFN9bgAYBZhhgXEA1aDAY+NQHyhXjK//mAJdyoQIZLPpBr4uviXlRqQKH/Pn0LDZUyXfyoCSlWDOUyYwpFmXiqr7nf3AVV+rOBlRVgPeArQyXRiIDMoHjCeJ2S3GoaCFZgKoAaehnBz6triWuUyrgfOMQhKTgWBAQkIuWJoFAz9h6CEqEGfJaYl9lPKW13SG7IR1xO/rYJbaqApxjF99cxW6+LdUEQ9egMgGbXF1YQUxWTXCobY6zNKmNBE/IvG/8DrifVyI6Q60JHfAIZFAZj0AWLvC+gbhOoYskNbEOTaxf6F1MwKZ4z0J07YX4GhSrbUT3XywvBaLphGCxyOR6F5YwDTKh26GHi9dtMPAYVg2c5Q7QlWGS5YoR0VKMLsgmFIm63qXWMKLiS3+vYTbVtHPL0p+D4gRDSUqxIiSPzjIoKxiUwomu6qqvUoWN0msRTsDEADtRrikn5FTEc8Rqso5gLJMTtwdH+1xsgInBovT90rXYnXHioKcIqu99EftK55heUxRwUN5PEmxtVvGJSCIX5/Wxm7FP/ZBKBENwIHgyhYVECNR2f5Wfdbe1XsdxsZXFeUUwvJiQNumVQyu/jUjUDxZSUi+NW34i3jvZbig2MCRkt2EBiteMFZzZMmbXKFrXqyxo3B1j2+2X/xa7FmdZlw9oL7YEfQSlODlQklKsGuIS6iKQgYuTpKcYw5Dge7BTVShkQm6CRag8PIWCVMACCN+ZxAxyDTpLcJVPpDSsfJJZu8J1JcKAceMwmVCss2dBTSQNR1z3D9k6SvES20NSpfLMCfEgE5Pk8aBjEVSUJl8zCLAVx5/EIqhcwFzVxKKo3GZiZLnVxCj2QpLrjPg7wfMCIJjcZsKagJBK/7ClJO3tgUhkMC2iEshvVCbwAgFIrdQDGVTWYeD4deM8GqkI7mPtRYqWqkz80WJKtfaosLbK960/MOR6gwYwLvACxBCqgWehhCEMKo9hFJSUrd/LayQuv4Y4QTc9l4m6QOvvub2AUtfeqYaSlGJNkHsT5WcyxAVkLQevBV0BQGUDvAscYx/k1Wyw2V1TVlFw0ZVnLRNTFdVwc1WTJipRsflYLFRamMuE6qsAcpFpbJt8pJhEyxgo3XcO2a3XKlJLxT7xm6WAQ+JQhmCrTLAD53kcsUnfnKsxdB6bXIxJmUxSEvwHWBRQugCtycKJpZA+79kt3xMPS9k16CLRVzYkYqodT/gAuIdWsGnCl/sWYrI2v45uXBEnlAQlz3JqthB8RFeotH0XOf7Q+aR6LIUlcm3KPlA+WEwCV5GoY5wtddYNkrTbvhal57fMT1OcXChJKdYcfa0MWECBNNECSO4kcXNBrK0US4rVqlFMEtFqcnGiEpGByLRFwSaPiU+HyPlCNpcearnsOhNlK0xiykeOO5WuwpLIcqyK0ndQ/G6p5BM1X1/vrRQ36lxTyfmRz0S9Ngshndi0tTFloXXA8axIGDFOGAC2mmOMixcnPk38xol7rBQgWBZVIBOWfLcLcdsCSNfIAKktfF8b+DSOwkpM+Xnol5TPwpLdihUnFUpSijUDQQgp597ABjgy3PUUxJWvC/++JXbNVVFRJtWsiUyKgwDZ+jKGktVR2YC5iq2Oyvj43M66mTiHRT9I8YfaWzTgic+LtWPZ3QdE11+nk26ylGI8KSUYRxdelr23Y07ZbYVoPQV2VQIYDJvktpobNBg6j6H1qQ8Sx6HyWHzMnPXI4og6CiSk/E+OubgW4UhMkCdvNhNbMampAnptWBPSRGGLSuo+WAyiQMM7P1W1Achxyfw6x7Pk3PqiPAZ5USHEZAyltvBc7Zxfy99HibLrs6ggpeWGNC2kzm9PdRgp/k6Vs04dlKQUK0bL2Ij/gWetTkWKbiQmFCcTZ9ordhPjCXIsmZz4GCa5DyVnyBrCpqpOlsfmahJ7BrGrrK1Y48RNG+NeY1dh4OKkZisu+UMm1c0j5GKmQIxLRXOKk4xLdx8TGle5oByHMpTUhgBSLT4YcOys8jAGqMQCjMq0oeX3Yk1JFe8SQlBNjDc1weVeSGRbFlWfaKBlxZbHLt2GPeTFCwSfjiUWTrABAyFHG0UIyORTPsv9DT3k1Jc4WyYcS64YwO5GqWheJu/KuXdbvQtB+UhQVDyWKxarIon1ASUpxZqitKbKycCSiZVx+nvu8Eq/cP0BuQMseKIq82HE2uCeQWx1VMZn8QBizKZHxWYNcr0+E6tcmHhe1mSVXgzst2TlHal5IqiO9VRWMpdafCKLl2KvYiG4wjpoVYIgA1FzSJsI6SIrMZcmuGJitlMkgeKa91lXU++TJqPns3SvpLov/152swEOTPxpm2n/ppPjFWRl+GanSw6gtVhpufdAU1ZTOn5n7FOkmMhr6bjdlLJv5p6KkwElKcWqUFpTS4FX1ZQUfhQsnCE0nXiLyK0lNmUNwXUmEAmMVzEXZq6qOW8IhC3VGINITiPLJcsDmdTYLoDbggNVIgO2BqKFQ9FKqggIPIGloggc3W/L1C2X6IEhFkVI51vHTQWFoFI8pSQmF+NOUfAxch7GUFLztdx7FIufFtehRVAUKyfETrJiMaTJGG1yWOqmlVZUO/m3iB2iz60WMIznHIqSIN3ajF10raylyjm1zq/zPOuY4uKTnCip5SdVJZLUHLMXTWpFrR90i80si29961u47LLLMD8/D2MMvvrVr7Y+JyLcdNNNmJ+fx6ZNm/DqV78a3/ve91r7jMdjXHPNNTj77LOxZcsWXH755XjssceOayCKU4/uf/4yBtGKmQQ79R2LmBsUE045PuMxck1UvLHqba6qscVNsMnV2FKNscnVeFY1xmY3wZytsdlOMIodWQeGY1Uuxi/KAqtljhKkjJLjShBByvCUVdUrQqhi4dpYG5BiQi6q2Jq9Yqm0c7GCRMVyaXkMnGfZdCSoQYxDcXzNtypCAEAd4041WYxjr6NJqDAJjh++4iTeQsEoBFVe61Lh1veQeE0TW6h079cs0inFC1W0bCubu+IObbxnMx6bq0l8zfd3U1VjVDXpMXS+iNXFnDET0t+KPATl+ZbnL3+PZTxsKQoqlXxqRZ16rJqkjhw5ghe/+MX41Kc+1fv5xz/+cXziE5/Apz71KXznO9/Bjh078H/+z//BU089lfbZs2cP7rzzTtx+++2499578fTTT+ONb3wjvPe9x1SsX8wuj9QJjlOutE3LTX4ohBXpEVruHtnHyQq/M+0EMlMKuPKcJRhuimKvTFISa6JUqDZIOaOK0iMlEVexB1QVZfHOw0b1oTxE5FG5kJSILsZWXIeY8vna9JCSR5PYkG/iq7QtCQJEIFDEpNJ1b7m6ph9Tn6Nvfzmf45+2S7dmvrfx0SGgvmuTrhF6CKl4LZL4boxuKagFtf6wanff61//erz+9a/v/YyIcOutt+KDH/wg3vzmNwMA/vqv/xrbt2/Hl770Jbzzne/EoUOH8LnPfQ5f/OIXcckllwAAbrvtNuzcuRN33XUXXve61x3HcBQnA0u5/LqlkRBY9kwSm4jutkCmlXzZDdy3CYqSmqs9qfVM7mgH7wO1Wy5YEys0xBgRBYMwiCvrYEA2gHq6xbbiTVWMN0WriXO3KOXyWEOoHC+4XMyDAtBSpg0Ky0msqHT+PQQhZY6aHmupXAyUz1jiPpUCCk9ZsEKGi/46GxBCTAIWMQgACwNLcs/aF6odt+p/3bd/m0DCFKG0Y2m2c38jIVHbYhQLqvYuWVEhzK4UD3SSeHvPWHEqsGpLains378fBw4cwKWXXpq2jUYjvOpVr8K3v/1tAMD999+Puq5b+8zPz+PCCy9M+3QxHo9x+PDh1kOxftBVQqVqAygD1mhNHuWqt+94QOFOQtuiEtWbQ7auuhAriifzdg+rdCyJH0k8qQr8kKTbqvMYBLacqgA7iJZSxRUjkjsvJuYOYgWMofOs3oufDawv4msiNe9xWVFuyCcWU+0dfLSoap8fLXl1ce270vTSxSfWU3lPfGffmVZVsmBsKxbVh676ru9RdXLbWvliHTFJ33Wizmu5Dtlq70jhlzxjxXrDmgonDhw4AADYvn17a/v27dvxyCOPpH2GwyGe85znTO0j3+/illtuwR//8R+v5akqTiJyfymuQEEml9nhQrK8Wk/qMuIVfBMsWxhRtt6QhSXDfYFSGhYlBVm5Mm+Chcd0DlFS/0mCqIllfFKzPQNy3QA+S8lhcjKxJAVXlY9JprkxoYuJp/I6CULKAq89KrXSLSXjlW3SC8kXMSYh++517sMsd5c1FC2zONZy3MU1kx1CQRoyLinBVFpYpaUmz6kCfs+4Z51vfm5XkEjXAh1SnSKudl6WEtTGwwlR95lOVhwRTW3rYql9PvCBD+C6665L7w8fPoydO3ce/4kqjhlyp8r/9H01/dJEGt17PgBkJLemKLsT3UypKkS0kMiX7sNY+sYPmLBQoXEOVczhKUlqHCoEshhHkUE5ETJ5cFIwExbBey7fUxbIlbptxiASGj+zFJ5SmR4DtGrHdVVycl5VdFN2t8s5i/XUUqZF1V7tXbqWkigtVsKxwhq2nowhXhiY3N+LAITY+JAXEZlg+lyz5fWX8kytbcgEthzEOuu69YA2MZXXwhfkVKr4uhaUuvk2HtaUpHbs2AGAraVzzjknbT948GCyrnbs2IHJZIInn3yyZU0dPHgQr3jFK3qPOxqNMBqN1vJUFScYZT8jQjSQCovKFmVqpHq2oFXpz3A4iN1M/ElDNlauCLClVSUld1D0r+okucqE7GyAt5xsXM7zZf02WTNJwrFUP6hivTgRQJSWUtfK4PHkCXqWjDpZDKUyr6iaIKKT0n26mjI/XXDelFzvfB+EXiRnTSZ/GY8nk6yplCMVLV8hvGR9leODWLFuSTFEuX9pTaVxdwgquSp7rk1Z4Rw4vuulOHVYU5I6//zzsWPHDuzduxcXX3wxAGAymeCee+7Bxz72MQDArl27MBgMsHfvXlxxxRUAgCeeeAIPP/wwPv7xj6/l6ShOAWZVohArIE+ClHKoLNBewcfvVjZw0D6iSZW+bYrliLXkCkIIYPdYnuinY1Jc64/dUs4SfMgrfBF/sEXH24SYDJBbuZvcPqOMn+XfmS0saIsBskurzHUqXVi+tX06WXXW7/Sha/GGlLeW3X7ihk33szhPsbhsdNO2fpeE3OK2jrW1kvOTa5IXMR1LSl53XHtLEdRS10KxvrFqknr66afxox/9KL3fv38/9u3bh23btuG8887Dnj17cPPNN+OCCy7ABRdcgJtvvhmbN2/GVVddBQDYunUr3vGOd+C9730vzjrrLGzbtg3ve9/7cNFFFyW1n2LjYLnk3lLtV7r+xI0EmBYZlOVwRIUH8OQkrsDaumS1iEKuq/ZL1hNyXlaqhBCPI039upDjuJY7MltMVaEu7LOYphJpganfmRVrEXKVat0y+UrV7uWsAxOtnda2qZvStnTkHnlq16+j4k3XpTf1vuf6dV93CWGWIKI8L9nWFdwAueW77NtXD3CW9aTtNzYOVk1S3/3ud/Ga17wmvZdY0e7du/GFL3wB119/PRYWFvDud78bTz75JF7+8pfjm9/8Js4444z0nU9+8pOoqgpXXHEFFhYW8NrXvhZf+MIX4Jyb+j3F+kcfUZWr9a7rD2hbVUB7NS9uI4siZiLfkcnFIlXU5hW8TZZMlyS68agkoABa9fFarjoUsbHCSpLutqXqsIuyd5OIPuR38zmV6sOlc5jkuSSoWZNvub1cHMRTaV2Xcsx9xwulVVi4BPkLJrn/uoQlkvap3+nchy6Ztn67uG+lFddnNZXby/Guqur5ivdUnGwYoqmWY+sehw8fxtatW/Fz//d6uM0aq1ovmPWHVJJUCZkYuqvztmsIaZtYUq4gjlauFah3hVy6jfqwEqFDWcy0rLReuvQS8VA3V8vMJCagLQaQMj6E/hyfLkH1kVKJWe6svivRR7izOtTy/rO2z7aeZv1OiZKQuu/7LCfZpx1bnE07WptvfcAfHeP/vfXjOHToEM4888yZ+2ntPsWaYZbrLzVB7Eyosq+sqE3PxNJHYNbk90JSBm1LqG/SLGNGpVuxLEdU5i1VLaFDaMW9umBSCi2iAtCqrTdlIfXIp6VSN2/PFpQvJurlrKhuzlovcfd8v9dNuMQ9SbL16LZF6/007ArYoFQr9pFxyx2I/n1nQV18GxNKUoo1xXIxKkHf5DnlMkThLiq+xwH9KKGOeVelirDcf5baDGjLo7vS8JxALC1GuqKIdlXxPpSKPXnfp1IrYy5d917LjbUK91WJWUS17Pd6tpX3BMh5VitBWOYvY0ps07GU+s5rpb+t1tPGhZKUYs0xK0Yl6ItV9aHcmqwtoCW8MCYH+FOLD5N7MXWl05JM61DGptrxMSASCwGlKNuXU1s8udJyKksX5Z5PtpeYiLKgo896AnLjyKViUIKZbr1jIKel0D1aL1HPWBSshFD6jtc3gmMlJ8XGg5KU4oRAppBZ7j9gmqy6WCrxkgCAuk0SkVyBpXWV8nxQWmYGKEUUZNFXKaH8XNCX08QklYlJCEZynVqle9AuC9UnnZYx9rm8ThQhHYullkQZnd9eShRxIs6jxGricIr1DyUpxQnFSt1/K4W4rsoJW4iErRVK+T6SFOxaZJStJ9PdRhZlB1qYjlIvYpYoovW+2Ge1BNWnTjtWS2o113Wtvr/ac9EkW8VSUJJSnHAsJago0Zfz0zeBdXOvgLak3RPgbCFft1J4ziY3YTBc6kfiT5Io3MxopV6iJKAyB0vcfbPq661UPr1c6Z6lth0rlrsXq8HJJp3lroNS4MaGkpTipKA7UazEDSjbZhFV+8vR4olWkQ9RwQeTEoF9/N2yNYUoAWcpAPt+syQpceuJMq+7vSubbh1nGbde97r0vV/tBLxSWltL0lprrISc18/ZKo4XSlKKdYcuMc0iquUg7j9nsqUlsulSndeqFYhcZ65Pft1KMl3Gjcf753Mpn7t5PScLS8UKl/xezwLiVEAJ6pkHJSnFKcFyllV3UlxuciJiIQQwXc3CRwYSFaAxufacvLcrtE763Hf5dT6Xlciny/GVWIlr73gn4r7vr4S41qtaTonp9IWSlGJdYNak2SddXw4lkZRyaErHirXqUn+j1Z3rcmS0EiKaOmfqz2U6mfk9Kzn2qaYoJaNnHpSkFBsGx+tyagkuSnJZxdTbjR0tZSV1918KJ1oYsVY4VnfhWv2u4pkHJSnFukU5MZWT4kom73KPloR8DWIqx1LxYKXYKDk+y7lET8RxFc9MKEkpNgRmEdZKsNz+K3XHHQtWag2dTnXlNup5K9YnlKQUz1isOMZ1DAS1GlfdenTrKRTrBUpSig2H1VpVqyWZE2U1qXxaoVg9lKQUGxonouzSMZ3HcdTTU2JSKGZDSUqx4bEcUa1GFbgayftSBKTkpFCsDZSkFKcFVuICXJEqcBWFUlcVd1rxngqFooSSlOK0w/Hk8hyviEHJSKFYWyhJKU5bnMzEUyUnheLEQElKcdpDCUSh2Ljods1WKBQKhWLdQElKoVAoFOsWSlIKhUKhWLdQklIoFArFuoWSlEKhUCjWLZSkFAqFQrFuoSSlUCgUinULJSmFQqFQrFsoSSkUCoVi3UJJSqFQKBTrFkpSCoVCoVi3UJJSKBQKxbqFkpRCoVAo1i2UpBQKhUKxbqEkpVAoFIp1CyUphUKhUKxbKEkpFAqFYt1CSUqhUCgU6xZKUgqFQqFYt1CSUigUCsW6hZKUQqFQKNYtlKQUCoVCsW6hJKVQKBSKdQslKYVCoVCsWyhJKRQKhWLdYtUk9a1vfQuXXXYZ5ufnYYzBV7/61fRZXde44YYbcNFFF2HLli2Yn5/H1Vdfjccff7x1jPF4jGuuuQZnn302tmzZgssvvxyPPfbYcQ9GoVAoFKcXVk1SR44cwYtf/GJ86lOfmvrs6NGjeOCBB/ChD30IDzzwAO644w784Ac/wOWXX97ab8+ePbjzzjtx++23495778XTTz+NN77xjfDeH/tIFAqFQnHawRARHfOXjcGdd96JN73pTTP3+c53voOXvexleOSRR3Deeefh0KFD+Jmf+Rl88YtfxFve8hYAwOOPP46dO3fiG9/4Bl73utct+7uHDx/G1q1b8XP/93q4zaNjPX2FQqFQnCL4o2P8v7d+HIcOHcKZZ545c78THpM6dOgQjDF49rOfDQC4//77Udc1Lr300rTP/Pw8LrzwQnz7298+0aejUCgUig2E6kQefHFxETfeeCOuuuqqxJQHDhzAcDjEc57znNa+27dvx4EDB3qPMx6PMR6P0/vDhw+fuJNWKBQKxbrBCbOk6rrGlVdeiRACPv3pTy+7PxHBGNP72S233IKtW7emx86dO9f6dBUKhUKxDnFCSKqua1xxxRXYv38/9u7d2/I37tixA5PJBE8++WTrOwcPHsT27dt7j/eBD3wAhw4dSo9HH330RJy2QqFQKNYZ1pykhKB++MMf4q677sJZZ53V+nzXrl0YDAbYu3dv2vbEE0/g4Ycfxite8YreY45GI5x55pmth0KhUChOf6w6JvX000/jRz/6UXq/f/9+7Nu3D9u2bcP8/Dx+/dd/HQ888AC+/vWvw3uf4kzbtm3DcDjE1q1b8Y53vAPvfe97cdZZZ2Hbtm143/veh4suugiXXHLJ2o1MoVAoFBseqyap7373u3jNa16T3l933XUAgN27d+Omm27C1772NQDAS17yktb37r77brz61a8GAHzyk59EVVW44oorsLCwgNe+9rX4whe+AOfcMQ5DoVAoFKcjjitP6lRB86QUCoViY2Pd5EkpFAqFQnGsUJJSKBQKxbqFkpRCoVAo1i2UpBQKhUKxbqEkpVAoFIp1CyUphUKhUKxbKEkpFAqFYt1CSUqhUCgU6xZKUgqFQqFYt1CSUigUCsW6hZKUQqFQKNYtlKQUCoVCsW6hJKVQKBSKdQslKYVCoVCsW6y6n9R6gHQX8UfHp/hMFAqFQnEskPl7uW5RG7Kf1GOPPYadO3ee6tNQKBQKxXHi0Ucfxbnnnjvz8w1JUiEEPP744yAinHfeeXj00UeXbJq10XH48GHs3LnztB7nM2GMgI7zdMMzYZwnaoxEhKeeegrz8/OwdnbkaUO6+6y1OPfcc3H48GEAwJlnnnna/oGUeCaM85kwRkDHebrhmTDOEzHGrVu3LruPCicUCoVCsW6hJKVQKBSKdYsNTVKj0Qgf/vCHMRqNTvWpnFA8E8b5TBgjoOM83fBMGOepHuOGFE4oFAqF4pmBDW1JKRQKheL0hpKUQqFQKNYtlKQUCoVCsW6hJKVQKBSKdYsNS1Kf/vSncf7552Nubg67du3CP//zP5/qUzou3HLLLfilX/olnHHGGXjuc5+LN73pTfjP//zP1j5EhJtuugnz8/PYtGkTXv3qV+N73/veKTrj48ctt9wCYwz27NmTtp0uY/zJT36Ct73tbTjrrLOwefNmvOQlL8H999+fPj8dxtk0Df7wD/8Q559/PjZt2oQXvOAF+JM/+ROEENI+G3Gc3/rWt3DZZZdhfn4exhh89atfbX2+kjGNx2Ncc801OPvss7FlyxZcfvnleOyxx07iKJbHUuOs6xo33HADLrroImzZsgXz8/O4+uqr8fjjj7eOcVLGSRsQt99+Ow0GA/rsZz9L3//+9+naa6+lLVu20COPPHKqT+2Y8brXvY4+//nP08MPP0z79u2jN7zhDXTeeefR008/nfb56Ec/SmeccQZ95StfoYceeoje8pa30DnnnEOHDx8+hWd+bLjvvvvoZ3/2Z+kXfuEX6Nprr03bT4cx/u///i89//nPp9/+7d+mf/3Xf6X9+/fTXXfdRT/60Y/SPqfDOP/0T/+UzjrrLPr6179O+/fvp7/927+lZz3rWXTrrbemfTbiOL/xjW/QBz/4QfrKV75CAOjOO+9sfb6SMb3rXe+i5z3vebR371564IEH6DWveQ29+MUvpqZpTvJoZmOpcf70pz+lSy65hL785S/Tf/zHf9C//Mu/0Mtf/nLatWtX6xgnY5wbkqRe9rKX0bve9a7Wthe+8IV04403nqIzWnscPHiQANA999xDREQhBNqxYwd99KMfTfssLi7S1q1b6S//8i9P1WkeE5566im64IILaO/evfSqV70qkdTpMsYbbriBXvnKV878/HQZ5xve8AZ6+9vf3tr25je/md72trcR0ekxzu7kvZIx/fSnP6XBYEC333572ucnP/kJWWvp7//+70/aua8GfWTcxX333UcAkjFwssa54dx9k8kE999/Py699NLW9ksvvRTf/va3T9FZrT0OHToEANi2bRsAYP/+/Thw4EBr3KPRCK961as23Lh/93d/F294wxtwySWXtLafLmP82te+hpe+9KX4jd/4DTz3uc/FxRdfjM9+9rPp89NlnK985SvxD//wD/jBD34AAPi3f/s33Hvvvfi1X/s1AKfPOEusZEz3338/6rpu7TM/P48LL7xww44b4DnJGINnP/vZAE7eODdcgdn/+Z//gfce27dvb23fvn07Dhw4cIrOam1BRLjuuuvwyle+EhdeeCEApLH1jfuRRx456ed4rLj99tvxwAMP4Dvf+c7UZ6fLGP/rv/4Ln/nMZ3DdddfhD/7gD3Dffffh937v9zAajXD11VefNuO84YYbcOjQIbzwhS+Ecw7ee3zkIx/BW9/6VgCnz/0ssZIxHThwAMPhEM95znOm9tmoc9Ti4iJuvPFGXHXVVanI7Mka54YjKYExpvWeiKa2bVS85z3vwb//+7/j3nvvnfpsI4/70UcfxbXXXotvfvObmJubm7nfRh4jwK1kXvrSl+Lmm28GAFx88cX43ve+h8985jO4+uqr034bfZxf/vKXcdttt+FLX/oSXvSiF2Hfvn3Ys2cP5ufnsXv37rTfRh9nH45lTBt13HVd48orr0QIAZ/+9KeX3X+tx7nh3H1nn302nHNTTH3w4MGp1c1GxDXXXIOvfe1ruPvuu1uNwHbs2AEAG3rc999/Pw4ePIhdu3ahqipUVYV77rkHf/Znf4aqqtI4NvIYAeCcc87Bz//8z7e2/dzP/Rx+/OMfAzg97iUAvP/978eNN96IK6+8EhdddBF+67d+C7//+7+PW265BcDpM84SKxnTjh07MJlM8OSTT87cZ6OgrmtcccUV2L9/P/bu3dtq1XGyxrnhSGo4HGLXrl3Yu3dva/vevXvxile84hSd1fGDiPCe97wHd9xxB/7xH/8R559/fuvz888/Hzt27GiNezKZ4J577tkw437ta1+Lhx56CPv27UuPl770pfjN3/xN7Nu3Dy94wQs2/BgB4Jd/+Zen0gd+8IMf4PnPfz6A0+NeAsDRo0enmtU555IE/XQZZ4mVjGnXrl0YDAatfZ544gk8/PDDG2rcQlA//OEPcdddd+Gss85qfX7SxrlmEoyTCJGgf+5zn6Pvf//7tGfPHtqyZQv993//96k+tWPG7/zO79DWrVvpn/7pn+iJJ55Ij6NHj6Z9PvrRj9LWrVvpjjvuoIceeoje+ta3rns573Io1X1Ep8cY77vvPqqqij7ykY/QD3/4Q/qbv/kb2rx5M912221pn9NhnLt376bnPe95SYJ+xx130Nlnn03XX3992mcjjvOpp56iBx98kB588EECQJ/4xCfowQcfTKq2lYzpXe96F5177rl011130QMPPEC/+qu/uu4k6EuNs65ruvzyy+ncc8+lffv2teak8XicjnEyxrkhSYqI6C/+4i/o+c9/Pg2HQ/rFX/zFJNXeqADQ+/j85z+f9gkh0Ic//GHasWMHjUYj+pVf+RV66KGHTt1JrwG6JHW6jPHv/u7v6MILL6TRaEQvfOEL6a/+6q9an58O4zx8+DBde+21dN5559Hc3By94AUvoA9+8IOtSWwjjvPuu+/u/b+4e/duIlrZmBYWFug973kPbdu2jTZt2kRvfOMb6cc//vEpGM1sLDXO/fv3z5yT7r777nSMkzFObdWhUCgUinWLDReTUigUCsUzB0pSCoVCoVi3UJJSKBQKxbqFkpRCoVAo1i2UpBQKhUKxbqEkpVAoFIp1CyUphUKhUKxbKEkpFAqFYt1CSUqhUCgU6xZKUgqFQqFYt1CSUigUCsW6hZKUQqFQKNYt/n9bOiunZDsNfgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -368,22 +412,30 @@ } ], "source": [ - "plt.imshow(test_images_ctf[99].cpu().numpy())" + "plt.imshow(test_images_ctf[0].cpu().numpy())" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "e650661f-483f-48d4-bec2-228834430f62", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "398 µs ± 34.6 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)\n" + ] + } + ], "source": [ "%timeit test_images_ctf = apply_ctf(test_images, defocusses, b_factors, amps, pixel_size)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 135, "id": "130c72e4-bf1e-486e-be6c-bbc8283c8db6", "metadata": {}, "outputs": [], @@ -426,14 +478,13 @@ " radius=64,\n", " device=images.device,\n", " )\n", - " signal_power = images[:, mask].pow(2).mean().sqrt() # torch.std(image[mask])\n", - "\n", + " signal_power = torch.std(images[:, mask])\n", + " print(signa\n", " noise_power = signal_power / torch.sqrt(snr.to(images.device))\n", "\n", " return noise_power\n", "\n", "\n", - "#@torch.compile\n", "def add_noise(\n", " image: torch.Tensor, snr, seed= None\n", ") -> torch.Tensor:\n", @@ -453,7 +504,7 @@ " torch.manual_seed(seed)\n", "\n", " snr = get_snr(image, snr)\n", - "\n", + " print(snr)\n", " noise = torch.randn_like(image, device=image.device)\n", " noise = noise * snr.reshape(-1, 1, 1)\n", "\n", @@ -464,24 +515,127 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 136, "id": "7e1e1b20-a69c-498a-8a51-e4abf0076a20", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor([[1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859],\n", + " [1.5859]], device='cuda:0')\n" + ] + } + ], "source": [ - "snr = 0.01*torch.rand(len(models), dtype=torch.float32).reshape(-1, 1).cuda()\n", + "snr = 0.5*torch.ones(len(models), dtype=torch.float32).reshape(-1, 1).cuda()\n", "\n", - "test_images_noise = add_noise(test_images_ctf, snr)" + "test_images_noise = NormalizeIndividual()(add_noise(test_images_ctf, snr))" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 133, "id": "ef3e57f9-1b54-47fa-a10d-7c45c3a61c69", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 133, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(test_images_noise[10].cpu().numpy())" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "id": "086dfba2", + "metadata": {}, + "outputs": [ + { + "ename": "IndexError", + "evalue": "index 50 is out of bounds for dimension 0 with size 20", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn [130], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m error \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m-\u001b[39mtorch\u001b[38;5;241m.\u001b[39msum((test_images_noise[\u001b[38;5;241m50\u001b[39m] \u001b[38;5;241m-\u001b[39m test_images_ctf)\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39m\u001b[38;5;241m2\u001b[39m, dim\u001b[38;5;241m=\u001b[39m[\u001b[38;5;241m1\u001b[39m, \u001b[38;5;241m2\u001b[39m])\u001b[38;5;241m.\u001b[39mcpu()\u001b[38;5;241m.\u001b[39mlog()\n\u001b[1;32m 2\u001b[0m plt\u001b[38;5;241m.\u001b[39mplot(error)\n", + "\u001b[0;31mIndexError\u001b[0m: index 50 is out of bounds for dimension 0 with size 20" + ] + } + ], + "source": [ + "error = -torch.sum((test_images_noise[50] - test_images_ctf)**2, dim=[1, 2]).cpu().log()\n", + "plt.plot(error)\n", + "#plt.yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": 184, + "id": "8a77194e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 184, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "plt.imshow(test_images_noise[0].cpu().numpy())" + "plt.imshow(test_images_ctf.cpu().numpy()[0])" ] }, { @@ -1476,7 +1630,7 @@ "kernelspec": { "display_name": "cryo_sbi_env", "language": "python", - "name": "python3" + "name": "cryo_sbi_env" }, "language_info": { "codemirror_mode": { diff --git a/notebooks/analysis_nma.ipynb b/notebooks/analysis_nma.ipynb index 2683b7e..2315e89 100644 --- a/notebooks/analysis_nma.ipynb +++ b/notebooks/analysis_nma.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "c11d3bbe-f081-467b-9a51-f993cd7dea8a", "metadata": {}, "outputs": [], @@ -30,7 +30,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "1dee9788", "metadata": {}, "outputs": [], @@ -48,7 +48,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "42b9df96", "metadata": {}, "outputs": [], @@ -79,7 +79,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "bed3b97c", "metadata": {}, "outputs": [], @@ -97,7 +97,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "1f1226dd-53f1-40db-82a7-657c60a8e104", "metadata": {}, @@ -107,35 +106,80 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "f2eb23c1-3229-48a7-a965-deb74277e0a8", "metadata": {}, "outputs": [], "source": [ - "cryosbi = CryoEmSimulator(data_dir + \"image_params_torsion_training.json\")" + "cryosbi = CryoEmSimulator(\"image_params_mixed_training.json\", device=\"cuda\")\n", + "images = cryosbi.simulate(100).cpu()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, + "id": "af1fa01d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.imshow(images[90])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, "id": "51f272e5", "metadata": {}, "outputs": [], "source": [ - "cryosbi.config[\"SNR\"] = 0.5\n", - "cryosbi.config[\"NOISE\"] = True\n", - "cryosbi.config[\"SIGMA\"] = 2.0\n", - "cryosbi.config[\"DEFOCUS\"] = 2.5\n", - "cryosbi.rot_mode = False # \"random\"\n", - "cryosbi.config[\"SHIFT\"] = False" + "cryosbi._config[\"SNR\"] = 10.0\n", + "cryosbi._config[\"SIGMA\"] = 2.0\n", + "cryosbi._config[\"DEFOCUS\"] = 2.5\n", + "cryosbi._config[\"SHIFT\"] = False" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "269ee74f-9a78-4c27-bd7f-14ec441de8ba", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "FileNotFoundError", + "evalue": "[Errno 2] No such file or directory: '../experiments/6wxb/posterior_6wxb_torsion.estimator_epoch=140'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m/mnt/home/ldingeldein/cryo_em_SBI/notebooks/analysis_nma.ipynb Cell 8\u001b[0m in \u001b[0;36m4\n\u001b[1;32m 1\u001b[0m train_config \u001b[39m=\u001b[39m json\u001b[39m.\u001b[39mload(\u001b[39mopen\u001b[39m(data_dir \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mresnet18_fft_encoder.json\u001b[39m\u001b[39m\"\u001b[39m))\n\u001b[1;32m 2\u001b[0m estimator \u001b[39m=\u001b[39m build_models\u001b[39m.\u001b[39mbuild_npe_flow_model(train_config)\n\u001b[1;32m 3\u001b[0m estimator\u001b[39m.\u001b[39mload_state_dict(\n\u001b[0;32m----> 4\u001b[0m torch\u001b[39m.\u001b[39mload(data_dir \u001b[39m+\u001b[39m \u001b[39m\"\u001b[39m\u001b[39mposterior_6wxb_torsion.estimator_epoch=140\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[1;32m 5\u001b[0m )\n\u001b[1;32m 6\u001b[0m estimator\u001b[39m.\u001b[39mcuda()\n\u001b[1;32m 7\u001b[0m estimator\u001b[39m.\u001b[39meval()\n", + "File \u001b[0;32m/mnt/sw/nix/store/b4q5asj8flwlgmaijgj1r6wbmnls5x8k-python-3.9.15-view/lib/python3.9/site-packages/torch/serialization.py:771\u001b[0m, in \u001b[0;36mload\u001b[0;34m(f, map_location, pickle_module, weights_only, **pickle_load_args)\u001b[0m\n\u001b[1;32m 768\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39mencoding\u001b[39m\u001b[39m'\u001b[39m \u001b[39mnot\u001b[39;00m \u001b[39min\u001b[39;00m pickle_load_args\u001b[39m.\u001b[39mkeys():\n\u001b[1;32m 769\u001b[0m pickle_load_args[\u001b[39m'\u001b[39m\u001b[39mencoding\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m \u001b[39m'\u001b[39m\u001b[39mutf-8\u001b[39m\u001b[39m'\u001b[39m\n\u001b[0;32m--> 771\u001b[0m \u001b[39mwith\u001b[39;00m _open_file_like(f, \u001b[39m'\u001b[39;49m\u001b[39mrb\u001b[39;49m\u001b[39m'\u001b[39;49m) \u001b[39mas\u001b[39;00m opened_file:\n\u001b[1;32m 772\u001b[0m \u001b[39mif\u001b[39;00m _is_zipfile(opened_file):\n\u001b[1;32m 773\u001b[0m \u001b[39m# The zipfile reader is going to advance the current file position.\u001b[39;00m\n\u001b[1;32m 774\u001b[0m \u001b[39m# If we want to actually tail call to torch.jit.load, we need to\u001b[39;00m\n\u001b[1;32m 775\u001b[0m \u001b[39m# reset back to the original position.\u001b[39;00m\n\u001b[1;32m 776\u001b[0m orig_position \u001b[39m=\u001b[39m opened_file\u001b[39m.\u001b[39mtell()\n", + "File \u001b[0;32m/mnt/sw/nix/store/b4q5asj8flwlgmaijgj1r6wbmnls5x8k-python-3.9.15-view/lib/python3.9/site-packages/torch/serialization.py:270\u001b[0m, in \u001b[0;36m_open_file_like\u001b[0;34m(name_or_buffer, mode)\u001b[0m\n\u001b[1;32m 268\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m_open_file_like\u001b[39m(name_or_buffer, mode):\n\u001b[1;32m 269\u001b[0m \u001b[39mif\u001b[39;00m _is_path(name_or_buffer):\n\u001b[0;32m--> 270\u001b[0m \u001b[39mreturn\u001b[39;00m _open_file(name_or_buffer, mode)\n\u001b[1;32m 271\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[1;32m 272\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39m'\u001b[39m\u001b[39mw\u001b[39m\u001b[39m'\u001b[39m \u001b[39min\u001b[39;00m mode:\n", + "File \u001b[0;32m/mnt/sw/nix/store/b4q5asj8flwlgmaijgj1r6wbmnls5x8k-python-3.9.15-view/lib/python3.9/site-packages/torch/serialization.py:251\u001b[0m, in \u001b[0;36m_open_file.__init__\u001b[0;34m(self, name, mode)\u001b[0m\n\u001b[1;32m 250\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__init__\u001b[39m(\u001b[39mself\u001b[39m, name, mode):\n\u001b[0;32m--> 251\u001b[0m \u001b[39msuper\u001b[39m(_open_file, \u001b[39mself\u001b[39m)\u001b[39m.\u001b[39m\u001b[39m__init__\u001b[39m(\u001b[39mopen\u001b[39;49m(name, mode))\n", + "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '../experiments/6wxb/posterior_6wxb_torsion.estimator_epoch=140'" + ] + } + ], "source": [ "train_config = json.load(open(data_dir + \"resnet18_fft_encoder.json\"))\n", "estimator = build_models.build_npe_flow_model(train_config)\n", @@ -147,7 +191,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "c004f61c", "metadata": {}, @@ -162,10 +205,7 @@ "metadata": {}, "outputs": [], "source": [ - "# %%timeit\n", - "indices = torch.tensor(np.arange(0, 100, 5, dtype=float)) #\n", - "# indices = 50 * torch.ones((100,), dtype=torch.float) #\n", - "images = torch.stack([cryosbi.simulator(index) for index in indices], dim=0)" + "images = CryoEmSimulator.simulate( return_parameters=False)" ] }, { @@ -257,7 +297,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "5e4c39e1", "metadata": {}, @@ -510,7 +549,6 @@ ] }, { - "attachments": {}, "cell_type": "markdown", "id": "dcf9cefa", "metadata": {}, @@ -1589,9 +1627,9 @@ ], "metadata": { "kernelspec": { - "display_name": "cryo_sbi", + "display_name": "cryo_sbi_env", "language": "python", - "name": "python3" + "name": "cryo_sbi_env" }, "language_info": { "codemirror_mode": { @@ -1603,7 +1641,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.0" + "version": "3.9.15" }, "vscode": { "interpreter": { diff --git a/notebooks/image_params_mixed_training.json b/notebooks/image_params_mixed_training.json index 89ad5cc..11996e8 100644 --- a/notebooks/image_params_mixed_training.json +++ b/notebooks/image_params_mixed_training.json @@ -3,15 +3,9 @@ "PIXEL_SIZE": 2.06, "SIGMA": [0.5, 5.0], "MODEL_FILE": "../data/protein_models/6wxb_mixed_models.npy", - "ROTATIONS": true, - "SHIFT": true, - "CTF": true, - "NOISE": true, + "SHIFT": 40, "DEFOCUS": [0.5, 5.0], - "SNR": [0.01, 0.1], - "RADIUS_MASK": 100, + "SNR": [0.01,1.0], "AMP": 0.1, - "B_FACTOR": [1.0, 100.0], - "ELECWAVE": 0.019866, - "NOISE_INTENSITY": 0.5 + "B_FACTOR": [1.0, 100.0] } diff --git a/src/cryo_sbi/__init__.py b/src/cryo_sbi/__init__.py index 8b13789..260addf 100644 --- a/src/cryo_sbi/__init__.py +++ b/src/cryo_sbi/__init__.py @@ -1 +1 @@ - +from cryo_sbi.wpa_simulator.cryo_em_simulator import CryoEmSimulator \ No newline at end of file diff --git a/src/cryo_sbi/inference/command_line_tools.py b/src/cryo_sbi/inference/command_line_tools.py index d2e4c5c..1d7184a 100644 --- a/src/cryo_sbi/inference/command_line_tools.py +++ b/src/cryo_sbi/inference/command_line_tools.py @@ -37,6 +37,9 @@ def cl_npe_train_no_saving(): cl_parser.add_argument( "--saving_freq", action="store", type=int, required=False, default=20 ) + cl_parser.add_argument( + "--simulation_batch_size", action="store", type=int, required=False, default=1024 + ) args = cl_parser.parse_args() @@ -51,4 +54,5 @@ def cl_npe_train_no_saving(): n_workers=args.n_workers, device=args.train_device, saving_frequency=args.saving_freq, + simulation_batch_size=args.simulation_batch_size, ) diff --git a/src/cryo_sbi/inference/models/embedding_nets.py b/src/cryo_sbi/inference/models/embedding_nets.py index f452db9..1ac7308 100644 --- a/src/cryo_sbi/inference/models/embedding_nets.py +++ b/src/cryo_sbi/inference/models/embedding_nets.py @@ -282,6 +282,5 @@ def forward(self, x): x = self.resnet(x) return x - if __name__ == "__main__": pass diff --git a/src/cryo_sbi/inference/priors.py b/src/cryo_sbi/inference/priors.py index b6f303d..f5cdcb6 100644 --- a/src/cryo_sbi/inference/priors.py +++ b/src/cryo_sbi/inference/priors.py @@ -99,8 +99,12 @@ def get_image_priors( lower=torch.tensor([0], dtype=torch.float32, device=device), upper=torch.tensor([max_index], dtype=torch.float32, device=device), ) + quaternion_prior = QuaternionPrior(device) + if image_config.get("ROTATIONS") and isinstance(image_config["ROTATIONS"], list) and len(image_config["ROTATIONS"]) == 4: + test_quat = image_config["ROTATIONS"] + quaternion_prior = QuaternionTestPrior(test_quat, device) - return ImagePrior(index_prior, sigma, shift, defocus, b_factor, snr, amp, device=device) + return ImagePrior(index_prior, quaternion_prior, sigma, shift, defocus, b_factor, snr, amp, device=device) class QuaternionPrior: @@ -112,12 +116,25 @@ def sample(self, shape) -> torch.Tensor: [gen_quat().to(self.device) for _ in range(shape[0])], dim=0 ) return quats + + +class QuaternionTestPrior: + def __init__(self, quat, device) -> None: + self.device = device + self.quat = torch.tensor(quat, device=device) + + def sample(self, shape) -> torch.Tensor: + quats = torch.stack( + [self.quat for _ in range(shape[0])], dim=0 + ) + return quats class ImagePrior: def __init__( self, index_prior, + quaternion_prior, sigma_prior, shift_prior, defocus_prior, @@ -128,7 +145,7 @@ def __init__( ) -> None: self.priors = [ index_prior, - QuaternionPrior(device), + quaternion_prior, sigma_prior, shift_prior, defocus_prior, diff --git a/src/cryo_sbi/inference/train_npe_model.py b/src/cryo_sbi/inference/train_npe_model.py index 41aff62..ffd4e86 100644 --- a/src/cryo_sbi/inference/train_npe_model.py +++ b/src/cryo_sbi/inference/train_npe_model.py @@ -15,6 +15,8 @@ from cryo_sbi.inference.models.build_models import build_npe_flow_model from cryo_sbi.inference.validate_train_config import check_train_params from cryo_sbi.wpa_simulator.cryo_em_simulator import cryo_em_simulator +from cryo_sbi.wpa_simulator.validate_image_config import check_image_params +from cryo_sbi.inference.validate_train_config import check_train_params def load_model( @@ -52,6 +54,7 @@ def npe_train_no_saving( n_workers: int = 1, device: str = "cpu", saving_frequency: int = 20, + simulation_batch_size: int = 1024 ) -> None: """ Train NPE model by simulating training data on the fly. @@ -78,27 +81,31 @@ def npe_train_no_saving( """ train_config = json.load(open(train_config)) + check_train_params(train_config) image_config = json.load(open(image_config)) - + + assert simulation_batch_size > train_config["BATCH_SIZE"] + assert simulation_batch_size % train_config["BATCH_SIZE"] == 0 + if image_config["MODEL_FILE"].endswith("npy"): - models = ( - torch.from_numpy( - np.load(image_config["MODEL_FILE"]), - ) - .to(device) - .to(torch.float32) - ) + models = ( + torch.from_numpy( + np.load(image_config["MODEL_FILE"]), + ) + .to(device) + .to(torch.float32) + ) else: models = torch.load( - image_config["MODEL_FILE"], - dtype=torch.float32, - device=device + image_config["MODEL_FILE"], + dtype=torch.float32, + device=device ) image_prior = get_image_priors(len(models) - 1, image_config, device="cpu") prior_loader = PriorLoader( image_prior, - batch_size=train_config["BATCH_SIZE"], + batch_size=simulation_batch_size, num_workers=n_workers ) @@ -119,7 +126,7 @@ def npe_train_no_saving( loss = NPELoss(estimator) optimizer = optim.AdamW( - estimator.parameters(), lr=train_config["LEARNING_RATE"], weight_decay=0.0001 + estimator.parameters(), lr=train_config["LEARNING_RATE"], weight_decay=0.001 ) step = GDStep(optimizer, clip=train_config["CLIP_GRADIENT"]) mean_loss = [] @@ -144,7 +151,8 @@ def npe_train_no_saving( num_pixels, pixel_size, ) - losses.append(step(loss(indices.to(device), images.to(device)))) + for _indices, _images in zip(indices.split(train_config["BATCH_SIZE"]), images.split(train_config["BATCH_SIZE"])): + losses.append(step(loss(_indices.to(device, non_blocking=True), _images.to(device, non_blocking=True)))) losses = torch.stack(losses) tq.set_postfix(loss=losses.mean().item()) diff --git a/src/cryo_sbi/wpa_simulator/cryo_em_simulator.py b/src/cryo_sbi/wpa_simulator/cryo_em_simulator.py index c438681..5cce484 100644 --- a/src/cryo_sbi/wpa_simulator/cryo_em_simulator.py +++ b/src/cryo_sbi/wpa_simulator/cryo_em_simulator.py @@ -8,6 +8,7 @@ from cryo_sbi.wpa_simulator.noise import add_noise from cryo_sbi.wpa_simulator.normalization import gaussian_normalize_image from cryo_sbi.inference.priors import get_image_priors +from cryo_sbi.wpa_simulator.validate_image_config import check_image_params def cryo_em_simulator( @@ -40,12 +41,12 @@ def cryo_em_simulator( class CryoEmSimulator: def __init__(self, config_fname: str, device: str = "cpu"): + self._device = device self._load_params(config_fname) self._load_models() - self._priors = get_image_priors(config_fname, device=device) + self._priors = get_image_priors(self.max_index, self._config, device=device) self._num_pixels = torch.tensor(self._config["N_PIXELS"], dtype=torch.float32, device=device) self._pixel_size = torch.tensor(self._config["PIXEL_SIZE"], dtype=torch.float32, device=device) - self._device = device def _load_params(self, config_fname: str) -> None: """ @@ -59,6 +60,7 @@ def _load_params(self, config_fname: str) -> None: """ config = json.load(open(config_fname)) + check_image_params(config) self._config = config def _load_models(self) -> None: @@ -69,23 +71,20 @@ def _load_models(self) -> None: None """ - print("Loading models without template... assuming shape (models, 3, atoms)") if self._config["MODEL_FILE"].endswith("npy"): models = ( torch.from_numpy( np.load(self._config["MODEL_FILE"]), - ) - .to(self._device) - .to(torch.float32) + ).to(self._device).to(torch.float32) ) else: models = torch.load( - self._config["MODEL_FILE"], - dtype=torch.float32, - device=self._device - ) + self._config["MODEL_FILE"] + ).to(self._device).to(torch.float32) + self._models = models - assert self._models.ndim != 3, "Models are not of shape (models, 3, atoms)." + + assert self._models.ndim == 3, "Models are not of shape (models, 3, atoms)." assert self._models.shape[1] == 3, "Models are not of shape (models, 3, atoms)." @property @@ -98,12 +97,8 @@ def max_index(self) -> int: """ return len(self._models) - 1 - def _sample_prior(self, shape: tuple) -> torch.Tensor: - prior_samples = self._priors.sample() - return prior_samples - - def simulate(self, indices=None, return_parameters=False): - parameters = self._sample_prior() + def simulate(self, num_sim, indices=None, return_parameters=False): + parameters = self._priors.sample((num_sim,)) indices = parameters[0] if indices is None else indices if indices is not None: assert isinstance( @@ -126,11 +121,12 @@ def simulate(self, indices=None, return_parameters=False): parameters[4], parameters[5], parameters[6], + parameters[7], self._num_pixels, self._pixel_size, ) if return_parameters: - return images, parameters + return images.cpu(), parameters else: - return images + return images.cpu() diff --git a/src/cryo_sbi/wpa_simulator/image_generation.py b/src/cryo_sbi/wpa_simulator/image_generation.py index aafdc12..9530aa0 100644 --- a/src/cryo_sbi/wpa_simulator/image_generation.py +++ b/src/cryo_sbi/wpa_simulator/image_generation.py @@ -22,6 +22,7 @@ def gen_quat() -> torch.Tensor: def gen_rot_matrix(quats: torch.Tensor) -> torch.Tensor: + # TODO add docstring explaining the quaternion convention qr, qx, qy, qz """ Generate a rotation matrix from a quaternion. @@ -73,14 +74,14 @@ def project_density( num_batch, _, num_atoms = coords.shape norm = 1 / (2 * torch.pi * sigma**2 * num_atoms) - grid_min = -pixel_size * (num_pixels - 1) * 0.5 - grid_max = pixel_size * (num_pixels - 1) * 0.5 + pixel_size + grid_min = -pixel_size * num_pixels * 0.5 + grid_max = pixel_size * num_pixels * 0.5 rot_matrix = gen_rot_matrix(quats) - grid = torch.arange(grid_min, grid_max, pixel_size, device=coords.device).repeat( + grid = torch.arange(grid_min, grid_max, pixel_size, device=coords.device)[0:num_pixels.long()].repeat( num_batch, 1 - ) - + ) # [0: num_pixels.long()] is needed due to single precision error in some cases + coords_rot = torch.bmm(rot_matrix, coords) coords_rot[:, :2, :] += shift.unsqueeze(-1) diff --git a/src/cryo_sbi/wpa_simulator/noise.py b/src/cryo_sbi/wpa_simulator/noise.py index ccc9cff..46c449d 100644 --- a/src/cryo_sbi/wpa_simulator/noise.py +++ b/src/cryo_sbi/wpa_simulator/noise.py @@ -31,10 +31,10 @@ def get_snr(images, snr): mask = circular_mask( n_pixels=images.shape[-1], - radius=64, # todo: make this a parameter + radius=images.shape[-1]//2, # TODO: make this a parameter device=images.device, ) - signal_power = images[:, mask].pow(2).mean().sqrt() # torch.std(image[mask]) + signal_power = torch.std(images[:, mask], dim=[-1, -2]) #images are not centered at 0, so std is not the same as power noise_power = signal_power / torch.sqrt(torch.pow(10, snr)) return noise_power @@ -42,7 +42,7 @@ def get_snr(images, snr): def add_noise(image: torch.Tensor, snr, seed=None) -> torch.Tensor: """ - Adds noise to image + Adds noise to image. Args: image (torch.Tensor): Image of shape (n_pixels, n_pixels). @@ -54,12 +54,12 @@ def add_noise(image: torch.Tensor, snr, seed=None) -> torch.Tensor: """ if seed is not None: - torch.manual_seed(seed) + torch.manual_seed(seed) # - snr = get_snr(image, snr) + noise_power = get_snr(image, snr) noise = torch.randn_like(image, device=image.device) - noise = noise * snr.reshape(-1, 1, 1) + noise = noise * noise_power.reshape(-1, 1, 1) image_noise = image + noise diff --git a/src/cryo_sbi/wpa_simulator/validate_image_config.py b/src/cryo_sbi/wpa_simulator/validate_image_config.py index 77615b7..6b936e8 100644 --- a/src/cryo_sbi/wpa_simulator/validate_image_config.py +++ b/src/cryo_sbi/wpa_simulator/validate_image_config.py @@ -1,4 +1,4 @@ -def check_params(config: dict) -> None: +def check_image_params(config: dict) -> None: """ Checks if all necessary parameters are provided. @@ -14,16 +14,11 @@ def check_params(config: dict) -> None: "PIXEL_SIZE", "SIGMA", "SHIFT", - "CTF", - "NOISE", "DEFOCUS", "SNR", "MODEL_FILE", - "ROTATIONS", - "RADIUS_MASK", "AMP", - "B_FACTOR", - "ELECWAVE", + "B_FACTOR" ] for key in needed_keys: