102 lines
33 KiB
Plaintext
102 lines
33 KiB
Plaintext
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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, 3.4072, 7.9409, 2.3992, 0, 0, 0, 0, 3.2636, 5.4564, 2.1355, 0.0002125, 0.0002125, 0.0002125
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2, 2.7075, 6.0174, 1.7605, 0, 0, 0, 0, 2.1087, 4.7991, 1.531, 0.00043317, 0.00043317, 0.00043317
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3, 2.3336, 4.5072, 1.6009, 0, 0, 0, 0, 2.0323, 4.5438, 1.5161, 0.00064938, 0.00064938, 0.00064938
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4, 2.1537, 4.0683, 1.3289, 0.00303, 0.41667, 0.23049, 0.11774, 1.8419, 3.8468, 1.3631, 0.00086114, 0.00086114, 0.00086114
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5, 2.0805, 3.6295, 1.3643, 0.21915, 0.27382, 0.24281, 0.11829, 1.8742, 3.365, 1.4278, 0.0010684, 0.0010684, 0.0010684
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6, 1.8631, 3.4971, 1.293, 0.36419, 0.36956, 0.28062, 0.13662, 1.7859, 3.015, 1.3345, 0.0011881, 0.0011881, 0.0011881
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7, 1.8918, 3.2172, 1.2632, 0.18493, 0.30208, 0.27264, 0.14554, 1.806, 2.9312, 1.3783, 0.0011757, 0.0011757, 0.0011757
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8, 1.8028, 3.3298, 1.2591, 0.22321, 0.6875, 0.28371, 0.15281, 1.7963, 3.0225, 1.3507, 0.0011634, 0.0011634, 0.0011634
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9, 1.7281, 2.9513, 1.238, 0.16628, 0.36458, 0.2695, 0.13859, 1.7474, 3.0325, 1.3385, 0.001151, 0.001151, 0.001151
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10, 1.7184, 3.2077, 1.2153, 0.17151, 0.32292, 0.27683, 0.12779, 1.8097, 3.0212, 1.3379, 0.0011386, 0.0011386, 0.0011386
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11, 1.8346, 3.1272, 1.2975, 0.17733, 0.48958, 0.33525, 0.18561, 1.6855, 2.6565, 1.3337, 0.0011263, 0.0011263, 0.0011263
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12, 1.6806, 2.9235, 1.1837, 0.22286, 0.80931, 0.30099, 0.15481, 1.7532, 2.5476, 1.3595, 0.0011139, 0.0011139, 0.0011139
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13, 1.7304, 2.8456, 1.2285, 0.20712, 0.67708, 0.34053, 0.18605, 1.676, 2.4988, 1.3253, 0.0011015, 0.0011015, 0.0011015
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14, 1.5814, 2.638, 1.1807, 0.27628, 0.74187, 0.36732, 0.20029, 1.6181, 2.3449, 1.29, 0.0010891, 0.0010891, 0.0010891
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15, 1.6087, 2.6508, 1.1533, 0.28426, 0.61458, 0.39199, 0.21285, 1.4972, 2.4014, 1.2284, 0.0010768, 0.0010768, 0.0010768
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16, 1.4829, 2.5537, 1.1324, 0.34651, 0.61458, 0.37178, 0.21211, 1.4955, 2.3291, 1.2395, 0.0010644, 0.0010644, 0.0010644
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17, 1.6408, 2.5492, 1.2279, 0.35055, 0.73958, 0.38528, 0.20416, 1.5981, 2.2721, 1.283, 0.001052, 0.001052, 0.001052
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18, 1.5903, 2.4267, 1.169, 0.26724, 0.91545, 0.38933, 0.20806, 1.5766, 2.2506, 1.2731, 0.0010396, 0.0010396, 0.0010396
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19, 1.6377, 2.527, 1.2111, 0.26109, 0.76242, 0.45438, 0.25033, 1.4467, 2.3033, 1.1902, 0.0010273, 0.0010273, 0.0010273
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20, 1.577, 2.435, 1.1637, 0.28773, 0.69792, 0.49318, 0.2627, 1.3876, 2.3707, 1.1592, 0.0010149, 0.0010149, 0.0010149
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21, 1.4412, 2.4164, 1.1877, 0.27451, 0.79167, 0.49329, 0.27444, 1.4166, 2.1993, 1.1648, 0.0010025, 0.0010025, 0.0010025
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22, 1.4391, 2.2272, 1.0919, 0.42283, 0.56956, 0.52529, 0.29807, 1.456, 2.0284, 1.1859, 0.00099013, 0.00099013, 0.00099013
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23, 1.5165, 2.1214, 1.1033, 0.56447, 0.47838, 0.57605, 0.36241, 1.4306, 1.8919, 1.1743, 0.00097775, 0.00097775, 0.00097775
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24, 1.4193, 1.9842, 1.0977, 0.39854, 0.667, 0.62776, 0.4179, 1.4015, 1.8973, 1.1666, 0.00096537, 0.00096537, 0.00096537
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25, 1.5194, 2.1415, 1.1611, 0.38625, 0.75991, 0.61912, 0.40227, 1.335, 1.8276, 1.1463, 0.000953, 0.000953, 0.000953
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26, 1.6216, 2.1536, 1.2381, 0.49525, 0.74179, 0.61782, 0.32093, 1.6539, 2.0741, 1.2842, 0.00094062, 0.00094062, 0.00094062
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27, 1.6233, 2.4495, 1.2146, 0.51436, 0.68289, 0.63472, 0.39708, 1.4118, 2.2068, 1.1811, 0.00092825, 0.00092825, 0.00092825
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28, 1.4868, 2.0652, 1.1, 0.52481, 0.66079, 0.77254, 0.4756, 1.4939, 1.8389, 1.2012, 0.00091588, 0.00091588, 0.00091588
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29, 1.5562, 2.2866, 1.1161, 0.55784, 0.89617, 0.81767, 0.51903, 1.4907, 1.6541, 1.192, 0.0009035, 0.0009035, 0.0009035
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30, 1.6229, 2.061, 1.1361, 0.57453, 0.79765, 0.76966, 0.49315, 1.4886, 1.5862, 1.1953, 0.00089112, 0.00089112, 0.00089112
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31, 1.4536, 2.0429, 1.1452, 0.65559, 0.67787, 0.79223, 0.49376, 1.482, 1.6146, 1.1924, 0.00087875, 0.00087875, 0.00087875
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32, 1.4533, 2.0517, 1.1036, 0.63263, 0.79034, 0.80711, 0.5344, 1.3768, 1.6664, 1.1446, 0.00086637, 0.00086637, 0.00086637
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33, 1.3763, 1.8739, 1.1141, 0.6894, 0.72117, 0.83156, 0.55321, 1.385, 1.6834, 1.1631, 0.000854, 0.000854, 0.000854
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34, 1.4406, 1.9001, 1.1059, 0.73316, 0.79483, 0.82672, 0.52468, 1.5998, 1.7677, 1.2669, 0.00084162, 0.00084162, 0.00084162
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35, 1.5159, 2.0886, 1.1525, 0.61778, 0.74438, 0.73387, 0.48156, 1.4774, 1.7895, 1.2031, 0.00082925, 0.00082925, 0.00082925
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36, 1.4072, 1.868, 1.1145, 0.63027, 0.71352, 0.75382, 0.49864, 1.3784, 1.6775, 1.1577, 0.00081688, 0.00081688, 0.00081688
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37, 1.432, 1.7504, 1.1076, 0.64116, 0.78125, 0.85037, 0.54838, 1.395, 1.6882, 1.157, 0.0008045, 0.0008045, 0.0008045
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38, 1.3984, 1.8411, 1.1141, 0.87349, 0.71598, 0.868, 0.55446, 1.424, 1.8065, 1.1787, 0.00079213, 0.00079213, 0.00079213
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39, 1.3478, 1.7562, 1.0871, 0.6351, 0.75229, 0.85889, 0.53971, 1.5034, 1.7268, 1.2185, 0.00077975, 0.00077975, 0.00077975
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40, 1.4872, 1.692, 1.1462, 0.65953, 0.72046, 0.85407, 0.5469, 1.4974, 1.5429, 1.2232, 0.00076738, 0.00076738, 0.00076738
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41, 1.337, 1.6904, 1.0758, 0.62247, 0.85358, 0.87899, 0.54688, 1.4343, 1.3807, 1.1799, 0.000755, 0.000755, 0.000755
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42, 1.3818, 1.7335, 1.1047, 0.69377, 0.77805, 0.8922, 0.56457, 1.4143, 1.4045, 1.1598, 0.00074263, 0.00074263, 0.00074263
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43, 1.4022, 1.7051, 1.0809, 0.57847, 0.8369, 0.90231, 0.57489, 1.3987, 1.4316, 1.1455, 0.00073025, 0.00073025, 0.00073025
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44, 1.3356, 1.7943, 1.0719, 0.81234, 0.71156, 0.89818, 0.57704, 1.3971, 1.3297, 1.1524, 0.00071788, 0.00071788, 0.00071788
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45, 1.3707, 1.6007, 1.0699, 0.80499, 0.80618, 0.90652, 0.59811, 1.3864, 1.2725, 1.1474, 0.0007055, 0.0007055, 0.0007055
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46, 1.3118, 1.5054, 1.0103, 0.72816, 0.72917, 0.89803, 0.6077, 1.3219, 1.344, 1.1234, 0.00069313, 0.00069313, 0.00069313
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47, 1.4029, 1.6153, 1.0866, 0.7428, 0.72917, 0.8714, 0.60275, 1.2421, 1.4343, 1.0938, 0.00068075, 0.00068075, 0.00068075
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48, 1.2211, 1.7031, 1.0635, 0.71101, 0.71538, 0.8781, 0.62357, 1.2052, 1.4062, 1.0857, 0.00066838, 0.00066838, 0.00066838
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49, 1.3, 1.5764, 1.0385, 0.85711, 0.68525, 0.87382, 0.62224, 1.2151, 1.3536, 1.0914, 0.000656, 0.000656, 0.000656
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50, 1.317, 1.4989, 1.0527, 0.92045, 0.72917, 0.88501, 0.61741, 1.2269, 1.3221, 1.0948, 0.00064362, 0.00064362, 0.00064362
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51, 1.2734, 1.689, 1.0635, 0.87198, 0.7646, 0.91535, 0.61775, 1.2298, 1.3343, 1.1123, 0.00063125, 0.00063125, 0.00063125
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52, 1.3042, 1.4167, 1.0135, 0.94135, 0.77083, 0.91913, 0.64832, 1.2464, 1.2936, 1.1053, 0.00061887, 0.00061887, 0.00061887
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53, 1.2474, 1.4625, 1.0051, 0.92314, 0.80261, 0.91973, 0.61685, 1.304, 1.2347, 1.1188, 0.0006065, 0.0006065, 0.0006065
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54, 1.2624, 1.4156, 1.014, 0.9492, 0.8125, 0.92485, 0.64692, 1.3332, 1.206, 1.1226, 0.00059413, 0.00059413, 0.00059413
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55, 1.2813, 1.4368, 1.0561, 0.90303, 0.7944, 0.92752, 0.64541, 1.3095, 1.1927, 1.1064, 0.00058175, 0.00058175, 0.00058175
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56, 1.18, 1.332, 0.99945, 0.84382, 0.79318, 0.93621, 0.64455, 1.3285, 1.1341, 1.1032, 0.00056938, 0.00056938, 0.00056938
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57, 1.1921, 1.4285, 1.0326, 0.71812, 0.91578, 0.91187, 0.61938, 1.3077, 1.0894, 1.0937, 0.000557, 0.000557, 0.000557
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58, 1.2094, 1.3996, 1.053, 0.82058, 0.8361, 0.91458, 0.62816, 1.2701, 1.0681, 1.0808, 0.00054463, 0.00054463, 0.00054463
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59, 1.1873, 1.3542, 1.0186, 0.97403, 0.77318, 0.94081, 0.66996, 1.2471, 1.1048, 1.0803, 0.00053225, 0.00053225, 0.00053225
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60, 1.1764, 1.3822, 1.0128, 0.93687, 0.82576, 0.93892, 0.66558, 1.2793, 1.1683, 1.0956, 0.00051988, 0.00051988, 0.00051988
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61, 1.1781, 1.3024, 1.0033, 0.92468, 0.8263, 0.94292, 0.63078, 1.321, 1.2071, 1.1132, 0.0005075, 0.0005075, 0.0005075
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62, 1.1966, 1.3386, 0.99649, 0.87787, 0.8125, 0.93079, 0.61957, 1.3088, 1.2042, 1.1094, 0.00049513, 0.00049513, 0.00049513
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63, 1.1695, 1.4941, 1.0289, 0.81008, 0.83674, 0.93521, 0.63287, 1.3162, 1.1555, 1.1083, 0.00048275, 0.00048275, 0.00048275
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64, 1.1723, 1.2947, 1.0227, 0.8072, 0.81168, 0.93521, 0.61976, 1.3126, 1.1339, 1.1058, 0.00047038, 0.00047038, 0.00047038
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65, 1.2053, 1.258, 1.01, 0.87709, 0.74318, 0.9325, 0.62661, 1.2961, 1.1015, 1.0986, 0.000458, 0.000458, 0.000458
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66, 1.1283, 1.205, 1.0126, 0.86547, 0.74469, 0.94386, 0.6229, 1.2999, 1.0977, 1.0964, 0.00044563, 0.00044563, 0.00044563
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67, 1.1557, 1.3718, 0.968, 0.84054, 0.81903, 0.94386, 0.59847, 1.3008, 1.0756, 1.1144, 0.00043325, 0.00043325, 0.00043325
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68, 1.1907, 1.3521, 1.0155, 0.75291, 0.93643, 0.94386, 0.63537, 1.2819, 1.058, 1.1105, 0.00042087, 0.00042087, 0.00042087
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69, 1.2191, 1.2547, 1.0314, 0.7423, 0.95802, 0.94386, 0.64936, 1.2511, 1.0334, 1.0962, 0.0004085, 0.0004085, 0.0004085
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70, 1.1805, 1.2898, 1.0188, 0.71596, 0.96166, 0.93775, 0.66603, 1.2246, 1.0432, 1.0859, 0.00039613, 0.00039613, 0.00039613
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71, 0.99937, 1.2376, 0.96784, 0.96662, 0.73894, 0.93775, 0.68674, 1.2027, 1.0632, 1.0707, 0.00038375, 0.00038375, 0.00038375
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72, 1.0743, 1.3461, 0.96663, 0.96502, 0.73546, 0.94027, 0.69259, 1.1843, 1.0775, 1.0551, 0.00037138, 0.00037138, 0.00037138
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73, 1.2076, 1.2397, 1.038, 0.9583, 0.72624, 0.93854, 0.71104, 1.1471, 1.1254, 1.0402, 0.000359, 0.000359, 0.000359
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74, 1.1793, 1.2819, 0.96881, 0.96135, 0.73958, 0.93699, 0.67966, 1.144, 1.1502, 1.0348, 0.00034663, 0.00034663, 0.00034663
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75, 1.114, 1.2257, 0.98368, 0.89478, 0.76347, 0.93652, 0.68118, 1.1153, 1.1312, 1.0309, 0.00033425, 0.00033425, 0.00033425
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76, 1.1317, 1.1662, 1.0056, 0.85257, 0.76201, 0.93652, 0.68669, 1.1041, 1.1052, 1.0282, 0.00032188, 0.00032188, 0.00032188
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77, 1.1708, 1.124, 0.98628, 0.83951, 0.77725, 0.93652, 0.69776, 1.1053, 1.0626, 1.0369, 0.0003095, 0.0003095, 0.0003095
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78, 1.0966, 1.0901, 0.96334, 0.67245, 0.95309, 0.93775, 0.70273, 1.0922, 1.0387, 1.0348, 0.00029713, 0.00029713, 0.00029713
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79, 1.1103, 1.0697, 1.0013, 0.68464, 0.94141, 0.93775, 0.70019, 1.0872, 1.003, 1.0353, 0.00028475, 0.00028475, 0.00028475
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80, 1.1363, 1.1233, 1.0727, 0.75804, 0.88638, 0.93775, 0.68047, 1.0987, 0.97549, 1.0323, 0.00027237, 0.00027237, 0.00027237
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81, 1.1152, 1.1026, 0.99512, 0.7513, 0.91505, 0.93489, 0.65949, 1.1237, 1.0085, 1.0337, 0.00026, 0.00026, 0.00026
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82, 1.1615, 1.1127, 0.99785, 0.7518, 0.9415, 0.91312, 0.63495, 1.1424, 1.0158, 1.0456, 0.00024762, 0.00024762, 0.00024762
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83, 1.1159, 1.1899, 0.98937, 0.73848, 0.95682, 0.92021, 0.65092, 1.1182, 0.99037, 1.0418, 0.00023525, 0.00023525, 0.00023525
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84, 1.108, 1.0955, 0.95354, 0.84398, 0.86587, 0.94983, 0.67824, 1.1518, 1.0182, 1.052, 0.00022288, 0.00022288, 0.00022288
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85, 1.1001, 1.1444, 0.9974, 0.85192, 0.86739, 0.94568, 0.659, 1.1752, 1.0174, 1.0646, 0.0002105, 0.0002105, 0.0002105
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86, 1.1118, 1.0816, 0.97277, 0.84544, 0.86611, 0.92506, 0.65982, 1.1652, 1.0204, 1.0605, 0.00019813, 0.00019813, 0.00019813
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87, 1.1048, 1.0276, 1.0265, 0.88927, 0.83514, 0.92827, 0.67566, 1.132, 0.98702, 1.0461, 0.00018575, 0.00018575, 0.00018575
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88, 1.0708, 1.072, 0.99818, 0.89604, 0.8337, 0.95256, 0.69657, 1.1219, 1.004, 1.0394, 0.00017338, 0.00017338, 0.00017338
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89, 1.0008, 1.0217, 0.94668, 0.91379, 0.81481, 0.95356, 0.68384, 1.1042, 1.0075, 1.0257, 0.000161, 0.000161, 0.000161
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90, 1.194, 1.1934, 1.0148, 0.90741, 0.82907, 0.96414, 0.69756, 1.0973, 1.0062, 1.0227, 0.00014862, 0.00014862, 0.00014862
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91, 1.0139, 1.0932, 1.0048, 0.93222, 0.83004, 0.96625, 0.68215, 1.0686, 0.98961, 1.0135, 0.00013625, 0.00013625, 0.00013625
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92, 0.97736, 1.0284, 1.007, 0.93581, 0.8327, 0.96625, 0.69255, 1.0613, 0.97812, 1.0136, 0.00012387, 0.00012387, 0.00012387
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93, 1.0221, 1.0835, 0.99188, 0.92322, 0.8361, 0.96625, 0.69159, 1.0525, 0.95662, 1.0168, 0.0001115, 0.0001115, 0.0001115
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94, 1.0152, 1.047, 1.0333, 0.91896, 0.83798, 0.96471, 0.69609, 1.0552, 0.95714, 1.0182, 9.9125e-05, 9.9125e-05, 9.9125e-05
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95, 0.95324, 1.0156, 0.99488, 0.92938, 0.827, 0.96471, 0.68732, 1.067, 0.94788, 1.023, 8.675e-05, 8.675e-05, 8.675e-05
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96, 0.98486, 1.0235, 0.99197, 0.88408, 0.85691, 0.95929, 0.69385, 1.0624, 0.93485, 1.0251, 7.4375e-05, 7.4375e-05, 7.4375e-05
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97, 0.99355, 1.0276, 0.96297, 0.88028, 0.86186, 0.95929, 0.69257, 1.0614, 0.92109, 1.0269, 6.2e-05, 6.2e-05, 6.2e-05
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98, 0.97585, 1.0231, 0.94796, 0.88325, 0.86499, 0.95929, 0.6982, 1.0581, 0.91395, 1.0233, 4.9625e-05, 4.9625e-05, 4.9625e-05
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|
99, 0.99182, 1.0451, 0.97705, 0.88602, 0.8633, 0.95543, 0.69468, 1.0629, 0.92146, 1.0272, 3.725e-05, 3.725e-05, 3.725e-05
|
||
|
|
100, 0.99777, 1.011, 0.99568, 0.8856, 0.85123, 0.95543, 0.69601, 1.0569, 0.93134, 1.0264, 2.4875e-05, 2.4875e-05, 2.4875e-05
|