102 lines
33 KiB
Plaintext
102 lines
33 KiB
Plaintext
epoch, train/box_loss, train/cls_loss, train/dfl_loss, metrics/precision(B), metrics/recall(B), metrics/mAP50(B), metrics/mAP50-95(B), val/box_loss, val/cls_loss, val/dfl_loss, lr/pg0, lr/pg1, lr/pg2
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1, 0.79303, 2.0634, 1.0479, 0.26084, 0.56081, 0.25826, 0.19716, 0.72238, inf, 1.0244, 0.0003252, 0.0003252, 0.0003252
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2, 0.71073, 1.0858, 0.98479, 0.40985, 0.40043, 0.34073, 0.26965, 0.86494, 2.8955, 1.1192, 0.00065202, 0.00065202, 0.00065202
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3, 0.75354, 1.0177, 1.0084, 0.05175, 0.14983, 0.0211, 0.01295, 1.7433, 13.62, 1.6771, 0.00097223, 0.00097223, 0.00097223
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4, 0.7536, 0.96064, 1.0097, 0.72132, 0.33438, 0.37208, 0.30452, 0.78361, 3.0077, 1.071, 0.0009703, 0.0009703, 0.0009703
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5, 0.72987, 0.82776, 0.98842, 0.17903, 0.33697, 0.10101, 0.08149, 0.82168, inf, 1.1042, 0.0009703, 0.0009703, 0.0009703
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6, 0.72867, 0.82693, 0.98387, 0.62447, 0.51498, 0.52949, 0.42559, 0.73701, 1.5147, 1.0471, 0.0009604, 0.0009604, 0.0009604
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7, 0.72652, 0.87471, 0.99912, 0.63532, 0.53952, 0.59336, 0.49634, 0.68349, 1.5022, 1.0046, 0.0009505, 0.0009505, 0.0009505
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8, 0.70115, 0.81751, 0.98086, 0.75695, 0.69244, 0.77932, 0.64475, 0.65403, 0.77663, 0.97817, 0.0009406, 0.0009406, 0.0009406
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9, 0.68529, 0.77266, 0.96993, 0.71691, 0.7264, 0.77843, 0.64049, 0.64946, 0.86183, 0.97739, 0.0009307, 0.0009307, 0.0009307
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10, 0.68153, 0.73762, 0.96524, 0.75593, 0.69207, 0.76709, 0.63213, 0.66372, 0.76798, 0.98625, 0.0009208, 0.0009208, 0.0009208
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11, 0.66275, 0.71666, 0.96654, 0.69049, 0.69637, 0.75275, 0.62241, 0.60945, 0.77859, 0.95217, 0.0009109, 0.0009109, 0.0009109
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12, 0.64561, 0.72582, 0.94877, 0.72131, 0.7318, 0.78498, 0.65472, 0.63629, 0.67204, 0.97414, 0.000901, 0.000901, 0.000901
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13, 0.63844, 0.6792, 0.95426, 0.71908, 0.77879, 0.81993, 0.68814, 0.61474, 0.63071, 0.96054, 0.0008911, 0.0008911, 0.0008911
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14, 0.64885, 0.684, 0.95011, 0.74039, 0.75743, 0.8122, 0.6789, 0.62902, 0.6469, 0.97422, 0.0008812, 0.0008812, 0.0008812
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15, 0.63995, 0.68355, 0.94474, 0.71271, 0.75952, 0.80853, 0.68653, 0.59519, 0.64813, 0.9407, 0.0008713, 0.0008713, 0.0008713
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16, 0.6188, 0.61728, 0.93097, 0.77698, 0.74642, 0.82281, 0.69515, 0.61427, 0.63496, 0.95743, 0.0008614, 0.0008614, 0.0008614
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17, 0.62243, 0.63094, 0.93709, 0.7583, 0.75598, 0.8143, 0.69088, 0.58947, 0.63008, 0.94061, 0.0008515, 0.0008515, 0.0008515
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18, 0.61392, 0.61271, 0.92938, 0.82087, 0.77327, 0.86232, 0.72809, 0.59423, 0.53268, 0.93977, 0.0008416, 0.0008416, 0.0008416
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19, 0.60602, 0.60437, 0.93447, 0.72476, 0.69931, 0.79442, 0.67046, 0.58723, 0.72893, 0.93576, 0.0008317, 0.0008317, 0.0008317
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20, 0.60429, 0.60345, 0.92736, 0.78096, 0.75638, 0.84113, 0.71011, 0.59305, 0.56983, 0.93608, 0.0008218, 0.0008218, 0.0008218
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21, 0.58315, 0.56389, 0.9177, 0.78181, 0.76605, 0.82164, 0.70097, 0.58664, 0.57005, 0.94978, 0.0008119, 0.0008119, 0.0008119
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22, 0.58241, 0.55836, 0.92222, 0.76148, 0.79598, 0.85302, 0.7249, 0.58245, 0.5871, 0.93246, 0.000802, 0.000802, 0.000802
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23, 0.5741, 0.56221, 0.90648, 0.70927, 0.77258, 0.83142, 0.70813, 0.58115, 0.6272, 0.92828, 0.0007921, 0.0007921, 0.0007921
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24, 0.57772, 0.61623, 0.92114, 0.7116, 0.74243, 0.79796, 0.67658, 0.60383, 0.69821, 0.94569, 0.0007822, 0.0007822, 0.0007822
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25, 0.5736, 0.56075, 0.91176, 0.80171, 0.76837, 0.8555, 0.73038, 0.57776, 0.52378, 0.93117, 0.0007723, 0.0007723, 0.0007723
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26, 0.57124, 0.56647, 0.90769, 0.76595, 0.72289, 0.78502, 0.66837, 0.56438, 0.66202, 0.92488, 0.0007624, 0.0007624, 0.0007624
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27, 0.56992, 0.58464, 0.91148, 0.76342, 0.75065, 0.80187, 0.68187, 0.57163, 0.58263, 0.93668, 0.0007525, 0.0007525, 0.0007525
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28, 0.54979, 0.5423, 0.90522, 0.79691, 0.75261, 0.8205, 0.70635, 0.56382, 0.56742, 0.92759, 0.0007426, 0.0007426, 0.0007426
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29, 0.55117, 0.51679, 0.91272, 0.71872, 0.82002, 0.84531, 0.72057, 0.55963, 0.56238, 0.926, 0.0007327, 0.0007327, 0.0007327
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30, 0.55127, 0.52285, 0.89774, 0.79191, 0.74768, 0.84131, 0.71718, 0.5603, 0.56335, 0.92271, 0.0007228, 0.0007228, 0.0007228
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31, 0.55123, 0.52089, 0.89992, 0.79811, 0.78803, 0.8643, 0.74301, 0.56797, 0.50961, 0.92968, 0.0007129, 0.0007129, 0.0007129
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32, 0.53607, 0.51803, 0.89904, 0.84252, 0.77783, 0.86663, 0.74615, 0.54896, 0.49737, 0.91612, 0.000703, 0.000703, 0.000703
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33, 0.54408, 0.48979, 0.90175, 0.79973, 0.82406, 0.87644, 0.75803, 0.55172, 0.48934, 0.92105, 0.0006931, 0.0006931, 0.0006931
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34, 0.54375, 0.4834, 0.89208, 0.78892, 0.81003, 0.8643, 0.74034, 0.55246, 0.50787, 0.91956, 0.0006832, 0.0006832, 0.0006832
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35, 0.53949, 0.48822, 0.89246, 0.78769, 0.83307, 0.86946, 0.74516, 0.55239, 0.49503, 0.9143, 0.0006733, 0.0006733, 0.0006733
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36, 0.52836, 0.48223, 0.887, 0.78488, 0.80165, 0.85755, 0.74107, 0.54522, 0.50708, 0.92271, 0.0006634, 0.0006634, 0.0006634
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37, 0.52243, 0.47796, 0.8895, 0.78695, 0.83007, 0.87939, 0.76468, 0.53911, 0.46769, 0.91651, 0.0006535, 0.0006535, 0.0006535
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38, 0.52021, 0.46191, 0.88603, 0.80643, 0.79175, 0.8688, 0.74884, 0.54582, 0.52601, 0.92377, 0.0006436, 0.0006436, 0.0006436
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39, 0.53112, 0.46629, 0.88947, 0.77762, 0.80824, 0.87037, 0.75195, 0.54678, 0.50767, 0.91308, 0.0006337, 0.0006337, 0.0006337
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40, 0.53044, 0.4579, 0.88561, 0.77896, 0.83151, 0.86846, 0.75284, 0.5561, 0.47872, 0.92358, 0.0006238, 0.0006238, 0.0006238
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41, 0.50405, 0.44041, 0.87754, 0.80287, 0.78881, 0.87064, 0.75028, 0.54562, 0.50406, 0.92868, 0.0006139, 0.0006139, 0.0006139
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42, 0.50755, 0.4315, 0.88303, 0.81134, 0.77169, 0.85685, 0.74271, 0.55047, 0.51878, 0.91497, 0.000604, 0.000604, 0.000604
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43, 0.50907, 0.44084, 0.88052, 0.77046, 0.83328, 0.87155, 0.75363, 0.55773, 0.51828, 0.92227, 0.0005941, 0.0005941, 0.0005941
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44, 0.51328, 0.44573, 0.87724, 0.8245, 0.78067, 0.87225, 0.75545, 0.5565, 0.48944, 0.92131, 0.0005842, 0.0005842, 0.0005842
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45, 0.49349, 0.42048, 0.87136, 0.81996, 0.79075, 0.86754, 0.74814, 0.54168, 0.47535, 0.91018, 0.0005743, 0.0005743, 0.0005743
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46, 0.49421, 0.41608, 0.87537, 0.82299, 0.78424, 0.87198, 0.7592, 0.53974, 0.48945, 0.91603, 0.0005644, 0.0005644, 0.0005644
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47, 0.49389, 0.42075, 0.87233, 0.77792, 0.78806, 0.86298, 0.74542, 0.5371, 0.52192, 0.91536, 0.0005545, 0.0005545, 0.0005545
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48, 0.48798, 0.44234, 0.87778, 0.78467, 0.79826, 0.85295, 0.73305, 0.55241, 0.52146, 0.93139, 0.0005446, 0.0005446, 0.0005446
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49, 0.49054, 0.40947, 0.87055, 0.78265, 0.82121, 0.87404, 0.76078, 0.53327, 0.49079, 0.91657, 0.0005347, 0.0005347, 0.0005347
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50, 0.47151, 0.39891, 0.87155, 0.81366, 0.79335, 0.86005, 0.75282, 0.53299, 0.48038, 0.91374, 0.0005248, 0.0005248, 0.0005248
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51, 0.4823, 0.4169, 0.87463, 0.78772, 0.81411, 0.874, 0.76425, 0.53219, 0.48724, 0.91298, 0.0005149, 0.0005149, 0.0005149
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52, 0.47491, 0.3972, 0.8698, 0.82964, 0.80641, 0.87543, 0.7664, 0.53446, 0.46447, 0.91454, 0.000505, 0.000505, 0.000505
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53, 0.48089, 0.39158, 0.86571, 0.79003, 0.80994, 0.86625, 0.7517, 0.53149, 0.49432, 0.91536, 0.0004951, 0.0004951, 0.0004951
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54, 0.47048, 0.37244, 0.86042, 0.81015, 0.78374, 0.86017, 0.75346, 0.52838, 0.49139, 0.90786, 0.0004852, 0.0004852, 0.0004852
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55, 0.47225, 0.38019, 0.86389, 0.7773, 0.83281, 0.86146, 0.75389, 0.53515, 0.4906, 0.91361, 0.0004753, 0.0004753, 0.0004753
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56, 0.47074, 0.37184, 0.86529, 0.81936, 0.8248, 0.88965, 0.78025, 0.52849, 0.44468, 0.9078, 0.0004654, 0.0004654, 0.0004654
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57, 0.4593, 0.37011, 0.86199, 0.82639, 0.81537, 0.8818, 0.77771, 0.51834, 0.44528, 0.90927, 0.0004555, 0.0004555, 0.0004555
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58, 0.46401, 0.37874, 0.8611, 0.8398, 0.79802, 0.87453, 0.77132, 0.52191, 0.47251, 0.90739, 0.0004456, 0.0004456, 0.0004456
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59, 0.45534, 0.35444, 0.86246, 0.84682, 0.78707, 0.88365, 0.77103, 0.52513, 0.47837, 0.91164, 0.0004357, 0.0004357, 0.0004357
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60, 0.47226, 0.36982, 0.86252, 0.79267, 0.77877, 0.84373, 0.7367, 0.53474, 0.53306, 0.91721, 0.0004258, 0.0004258, 0.0004258
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61, 0.46262, 0.34863, 0.86163, 0.79902, 0.8097, 0.88001, 0.77557, 0.51887, 0.47229, 0.90934, 0.0004159, 0.0004159, 0.0004159
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62, 0.45516, 0.35876, 0.86606, 0.82578, 0.80114, 0.87565, 0.76735, 0.52445, 0.46249, 0.90869, 0.000406, 0.000406, 0.000406
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63, 0.44376, 0.35338, 0.85467, 0.82332, 0.80771, 0.86951, 0.76777, 0.52758, 0.4675, 0.9222, 0.0003961, 0.0003961, 0.0003961
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64, 0.44912, 0.34601, 0.85471, 0.81572, 0.78993, 0.85977, 0.75582, 0.52894, 0.49709, 0.92312, 0.0003862, 0.0003862, 0.0003862
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65, 0.44443, 0.3479, 0.85638, 0.80536, 0.78487, 0.85633, 0.74987, 0.54475, 0.50992, 0.92148, 0.0003763, 0.0003763, 0.0003763
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66, 0.44459, 0.33399, 0.85769, 0.83244, 0.79601, 0.86677, 0.7629, 0.52593, 0.47741, 0.91535, 0.0003664, 0.0003664, 0.0003664
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67, 0.44892, 0.34187, 0.85817, 0.79928, 0.80566, 0.85599, 0.75231, 0.53868, 0.50128, 0.93149, 0.0003565, 0.0003565, 0.0003565
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68, 0.43813, 0.33414, 0.85512, 0.82291, 0.78442, 0.86084, 0.75582, 0.53749, 0.48232, 0.9368, 0.0003466, 0.0003466, 0.0003466
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69, 0.42855, 0.31219, 0.84946, 0.82895, 0.77555, 0.86753, 0.76075, 0.5376, 0.49294, 0.93085, 0.0003367, 0.0003367, 0.0003367
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70, 0.43233, 0.31031, 0.84741, 0.81155, 0.81501, 0.86805, 0.76411, 0.5271, 0.4964, 0.92431, 0.0003268, 0.0003268, 0.0003268
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71, 0.43092, 0.31407, 0.85219, 0.81891, 0.8062, 0.86679, 0.76662, 0.51431, 0.50724, 0.90523, 0.0003169, 0.0003169, 0.0003169
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72, 0.42684, 0.31046, 0.8478, 0.76496, 0.81673, 0.84825, 0.74539, 0.52267, 0.51166, 0.91145, 0.000307, 0.000307, 0.000307
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73, 0.42731, 0.30733, 0.84772, 0.82991, 0.78112, 0.86837, 0.76671, 0.51509, 0.47866, 0.9116, 0.0002971, 0.0002971, 0.0002971
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74, 0.42058, 0.30573, 0.84408, 0.79385, 0.83557, 0.88256, 0.77881, 0.52442, 0.46212, 0.91478, 0.0002872, 0.0002872, 0.0002872
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75, 0.42397, 0.3039, 0.84598, 0.7947, 0.82085, 0.87958, 0.77678, 0.52465, 0.47169, 0.91806, 0.0002773, 0.0002773, 0.0002773
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76, 0.42323, 0.29684, 0.84848, 0.82696, 0.76213, 0.85928, 0.75839, 0.52909, 0.48495, 0.91719, 0.0002674, 0.0002674, 0.0002674
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77, 0.41981, 0.29472, 0.84768, 0.80811, 0.81468, 0.87166, 0.7725, 0.51639, 0.45713, 0.91226, 0.0002575, 0.0002575, 0.0002575
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78, 0.41067, 0.28195, 0.84066, 0.81135, 0.8251, 0.87657, 0.7772, 0.51326, 0.46455, 0.91165, 0.0002476, 0.0002476, 0.0002476
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79, 0.41577, 0.28522, 0.83732, 0.79313, 0.83161, 0.8808, 0.77928, 0.5193, 0.46615, 0.91572, 0.0002377, 0.0002377, 0.0002377
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80, 0.40403, 0.27912, 0.84461, 0.79539, 0.80614, 0.86931, 0.77066, 0.5063, 0.48006, 0.90326, 0.0002278, 0.0002278, 0.0002278
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81, 0.40718, 0.28709, 0.84443, 0.79779, 0.80697, 0.858, 0.75651, 0.51372, 0.50069, 0.90999, 0.0002179, 0.0002179, 0.0002179
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82, 0.41637, 0.294, 0.84578, 0.82919, 0.81163, 0.87767, 0.77578, 0.51628, 0.45691, 0.90773, 0.000208, 0.000208, 0.000208
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83, 0.38614, 0.26377, 0.83974, 0.83352, 0.79033, 0.87396, 0.77326, 0.51961, 0.46064, 0.91113, 0.0001981, 0.0001981, 0.0001981
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84, 0.40725, 0.27753, 0.8441, 0.81813, 0.81618, 0.87619, 0.77919, 0.51415, 0.48226, 0.90873, 0.0001882, 0.0001882, 0.0001882
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85, 0.39455, 0.27854, 0.8375, 0.82586, 0.78288, 0.85432, 0.75922, 0.5124, 0.49917, 0.90967, 0.0001783, 0.0001783, 0.0001783
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86, 0.4045, 0.26979, 0.83838, 0.81327, 0.83592, 0.87979, 0.78375, 0.51311, 0.45534, 0.9115, 0.0001684, 0.0001684, 0.0001684
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87, 0.40356, 0.27737, 0.83908, 0.7938, 0.81699, 0.86036, 0.76004, 0.51628, 0.47857, 0.91382, 0.0001585, 0.0001585, 0.0001585
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88, 0.38991, 0.27343, 0.83536, 0.81213, 0.81336, 0.87334, 0.77636, 0.51153, 0.4757, 0.90836, 0.0001486, 0.0001486, 0.0001486
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89, 0.38155, 0.25367, 0.83215, 0.8149, 0.79634, 0.86272, 0.76692, 0.51013, 0.48307, 0.91089, 0.0001387, 0.0001387, 0.0001387
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90, 0.39621, 0.26534, 0.83819, 0.79814, 0.80798, 0.85454, 0.76058, 0.5046, 0.48543, 0.90612, 0.0001288, 0.0001288, 0.0001288
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91, 0.36549, 0.2421, 0.81507, 0.83122, 0.78483, 0.86113, 0.76616, 0.50787, 0.47875, 0.91202, 0.0001189, 0.0001189, 0.0001189
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92, 0.35662, 0.23083, 0.81601, 0.78606, 0.81856, 0.85703, 0.76142, 0.50741, 0.48915, 0.91235, 0.000109, 0.000109, 0.000109
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93, 0.35236, 0.22966, 0.81275, 0.8122, 0.79626, 0.86109, 0.76504, 0.50755, 0.47818, 0.91271, 9.91e-05, 9.91e-05, 9.91e-05
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|
94, 0.3523, 0.23412, 0.80732, 0.82795, 0.79992, 0.86119, 0.76769, 0.50652, 0.47853, 0.91105, 8.92e-05, 8.92e-05, 8.92e-05
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95, 0.34477, 0.21219, 0.80562, 0.84023, 0.79427, 0.86426, 0.76966, 0.50691, 0.47434, 0.91251, 7.93e-05, 7.93e-05, 7.93e-05
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96, 0.34417, 0.21189, 0.81006, 0.81806, 0.80379, 0.86259, 0.76582, 0.50725, 0.47533, 0.91433, 6.94e-05, 6.94e-05, 6.94e-05
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97, 0.33926, 0.20808, 0.80988, 0.82452, 0.79012, 0.85942, 0.76307, 0.51137, 0.4849, 0.91597, 5.95e-05, 5.95e-05, 5.95e-05
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98, 0.34104, 0.2393, 0.80666, 0.79808, 0.81516, 0.86803, 0.77338, 0.50943, 0.47916, 0.9133, 4.96e-05, 4.96e-05, 4.96e-05
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99, 0.33946, 0.20732, 0.8087, 0.83447, 0.79264, 0.86816, 0.77432, 0.50819, 0.47561, 0.91266, 3.97e-05, 3.97e-05, 3.97e-05
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100, 0.34184, 0.20728, 0.80983, 0.83483, 0.79083, 0.86562, 0.7721, 0.50639, 0.47765, 0.91067, 2.98e-05, 2.98e-05, 2.98e-05
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