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End of training

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@@ -16,9 +16,9 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 28.4059
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- - Accuracy: 0.9123
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- - Macro F1: 0.7806
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  ## Model description
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@@ -50,151 +50,227 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
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  |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
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- | 36.8901 | 0.0013 | 174 | 58.9447 | 0.0707 | 0.0303 |
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- | 17.4146 | 1.0013 | 348 | 131.9270 | 0.3079 | 0.0778 |
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- | 8.3842 | 2.0013 | 522 | 228.1386 | 0.4973 | 0.1274 |
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- | 7.315 | 3.0013 | 696 | 218.4325 | 0.5375 | 0.1337 |
57
- | 6.3897 | 4.0013 | 870 | 188.3728 | 0.5540 | 0.1386 |
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- | 5.807 | 5.0013 | 1044 | 163.3858 | 0.5749 | 0.1434 |
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- | 4.9853 | 6.0012 | 1218 | 96.3666 | 0.5695 | 0.1476 |
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- | 4.4901 | 7.0012 | 1392 | 74.7059 | 0.5976 | 0.1597 |
61
- | 3.9474 | 8.0012 | 1566 | 54.5064 | 0.6168 | 0.1663 |
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- | 3.6621 | 9.0012 | 1740 | 45.3538 | 0.6341 | 0.1845 |
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- | 3.4655 | 10.0012 | 1914 | 41.7821 | 0.6304 | 0.1898 |
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- | 3.2976 | 11.0012 | 2088 | 31.6006 | 0.6422 | 0.2127 |
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- | 3.1646 | 12.0012 | 2262 | 34.3233 | 0.6440 | 0.2263 |
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- | 3.2062 | 13.0012 | 2436 | 29.9531 | 0.6538 | 0.2435 |
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- | 3.013 | 14.0012 | 2610 | 26.0395 | 0.6688 | 0.2675 |
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- | 2.9393 | 15.0012 | 2784 | 27.6869 | 0.6719 | 0.2784 |
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- | 2.8057 | 16.0012 | 2958 | 26.6049 | 0.6744 | 0.3019 |
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- | 2.7159 | 17.0012 | 3132 | 26.9626 | 0.6926 | 0.3188 |
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- | 2.7101 | 18.0012 | 3306 | 27.6228 | 0.7137 | 0.3492 |
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- | 2.6395 | 19.0012 | 3480 | 26.8567 | 0.7114 | 0.3514 |
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- | 2.4743 | 20.0011 | 3654 | 25.7423 | 0.7113 | 0.3726 |
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- | 2.395 | 21.0011 | 3828 | 26.8619 | 0.7120 | 0.3941 |
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- | 2.3159 | 22.0011 | 4002 | 25.0000 | 0.7582 | 0.4063 |
76
- | 2.3211 | 23.0011 | 4176 | 28.5073 | 0.7603 | 0.4158 |
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- | 2.1639 | 24.0011 | 4350 | 26.5466 | 0.7643 | 0.4408 |
78
- | 2.0988 | 25.0011 | 4524 | 26.3879 | 0.7615 | 0.4331 |
79
- | 1.9647 | 26.0011 | 4698 | 29.0213 | 0.7780 | 0.4582 |
80
- | 1.9364 | 27.0011 | 4872 | 27.0872 | 0.7845 | 0.4739 |
81
- | 1.8124 | 28.0011 | 5046 | 29.6859 | 0.7692 | 0.4386 |
82
- | 1.8231 | 29.0011 | 5220 | 30.7687 | 0.7867 | 0.4911 |
83
- | 1.7632 | 30.0011 | 5394 | 26.2913 | 0.7907 | 0.4861 |
84
- | 1.6801 | 31.0011 | 5568 | 32.9603 | 0.7979 | 0.5076 |
85
- | 1.6507 | 32.0011 | 5742 | 31.1504 | 0.8036 | 0.5081 |
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- | 1.5072 | 33.0010 | 5916 | 24.1251 | 0.7989 | 0.5118 |
87
- | 1.4491 | 34.0010 | 6090 | 31.3297 | 0.7981 | 0.5197 |
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- | 1.5261 | 35.0010 | 6264 | 34.6547 | 0.7993 | 0.5244 |
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- | 1.3863 | 36.0010 | 6438 | 26.2637 | 0.8103 | 0.5093 |
90
- | 1.3081 | 37.0010 | 6612 | 29.3432 | 0.8102 | 0.5340 |
91
- | 1.3546 | 38.0010 | 6786 | 34.2300 | 0.8164 | 0.5566 |
92
- | 1.2652 | 39.0010 | 6960 | 30.8960 | 0.8320 | 0.5690 |
93
- | 1.1268 | 40.0010 | 7134 | 29.6701 | 0.8344 | 0.5746 |
94
- | 1.1287 | 41.0010 | 7308 | 37.7906 | 0.8382 | 0.5838 |
95
- | 1.0639 | 42.0010 | 7482 | 33.6887 | 0.8494 | 0.5919 |
96
- | 1.0482 | 43.0010 | 7656 | 35.4701 | 0.8563 | 0.5998 |
97
- | 0.9601 | 44.0010 | 7830 | 34.8088 | 0.8497 | 0.6023 |
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- | 0.8915 | 45.0010 | 8004 | 35.8083 | 0.8551 | 0.6014 |
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- | 0.9092 | 46.0010 | 8178 | 37.4968 | 0.8629 | 0.6117 |
100
- | 0.8287 | 47.0009 | 8352 | 41.9412 | 0.8599 | 0.6176 |
101
- | 0.7909 | 48.0009 | 8526 | 45.6787 | 0.8613 | 0.6196 |
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- | 0.7742 | 49.0009 | 8700 | 45.6500 | 0.8568 | 0.6203 |
103
- | 0.7306 | 50.0009 | 8874 | 41.9860 | 0.8694 | 0.6342 |
104
- | 0.8007 | 51.0009 | 9048 | 43.4002 | 0.8746 | 0.6385 |
105
- | 0.6801 | 52.0009 | 9222 | 50.3234 | 0.8716 | 0.6445 |
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- | 0.6296 | 53.0009 | 9396 | 43.5828 | 0.8677 | 0.6425 |
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- | 0.6246 | 54.0009 | 9570 | 49.4287 | 0.8702 | 0.6412 |
108
- | 0.6048 | 55.0009 | 9744 | 45.8026 | 0.8702 | 0.6468 |
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- | 0.5442 | 56.0009 | 9918 | 47.8316 | 0.8740 | 0.6507 |
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- | 0.5144 | 57.0009 | 10092 | 47.6092 | 0.8826 | 0.6646 |
111
- | 0.5552 | 58.0009 | 10266 | 46.5720 | 0.8848 | 0.6703 |
112
- | 0.5162 | 59.0009 | 10440 | 44.4519 | 0.8762 | 0.6732 |
113
- | 0.5124 | 60.0008 | 10614 | 47.1575 | 0.8886 | 0.6796 |
114
- | 0.4826 | 61.0008 | 10788 | 45.1180 | 0.8873 | 0.6780 |
115
- | 0.4711 | 62.0008 | 10962 | 43.5982 | 0.8886 | 0.6772 |
116
- | 0.4545 | 63.0008 | 11136 | 45.5460 | 0.8904 | 0.6871 |
117
- | 0.4254 | 64.0008 | 11310 | 46.1849 | 0.8891 | 0.6934 |
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- | 0.4342 | 65.0008 | 11484 | 43.8800 | 0.8806 | 0.6881 |
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- | 0.4044 | 66.0008 | 11658 | 45.3914 | 0.8911 | 0.6959 |
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- | 0.4047 | 67.0008 | 11832 | 44.1327 | 0.8932 | 0.6896 |
121
- | 0.3839 | 68.0008 | 12006 | 41.8841 | 0.8966 | 0.7010 |
122
- | 0.3668 | 69.0008 | 12180 | 41.8089 | 0.8889 | 0.6995 |
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- | 0.3613 | 70.0008 | 12354 | 41.0999 | 0.8944 | 0.6991 |
124
- | 0.3407 | 71.0008 | 12528 | 43.9777 | 0.8937 | 0.7035 |
125
- | 0.3826 | 72.0008 | 12702 | 39.3940 | 0.8954 | 0.7056 |
126
- | 0.3287 | 73.0007 | 12876 | 41.2537 | 0.8926 | 0.7080 |
127
- | 0.3295 | 74.0007 | 13050 | 40.7239 | 0.9035 | 0.7191 |
128
- | 0.3124 | 75.0007 | 13224 | 38.7147 | 0.9005 | 0.7199 |
129
- | 0.3136 | 76.0007 | 13398 | 36.0827 | 0.8991 | 0.7154 |
130
- | 0.3118 | 77.0007 | 13572 | 37.0780 | 0.9025 | 0.7145 |
131
- | 0.29 | 78.0007 | 13746 | 36.9336 | 0.8995 | 0.7197 |
132
- | 0.2755 | 79.0007 | 13920 | 33.6273 | 0.9023 | 0.7200 |
133
- | 0.2961 | 80.0007 | 14094 | 34.7371 | 0.9040 | 0.7274 |
134
- | 0.2792 | 81.0007 | 14268 | 32.4286 | 0.9026 | 0.7298 |
135
- | 0.2628 | 82.0007 | 14442 | 33.4077 | 0.9010 | 0.7229 |
136
- | 0.2637 | 83.0007 | 14616 | 30.7516 | 0.9027 | 0.7285 |
137
- | 0.2514 | 84.0007 | 14790 | 29.2313 | 0.9020 | 0.7272 |
138
- | 0.2709 | 85.0007 | 14964 | 31.6153 | 0.8980 | 0.7281 |
139
- | 0.2581 | 86.0007 | 15138 | 28.7846 | 0.9027 | 0.7355 |
140
- | 0.2535 | 87.0006 | 15312 | 32.9476 | 0.8970 | 0.7235 |
141
- | 0.2371 | 88.0006 | 15486 | 29.8416 | 0.9049 | 0.7315 |
142
- | 0.236 | 89.0006 | 15660 | 31.6435 | 0.9050 | 0.7380 |
143
- | 0.2349 | 90.0006 | 15834 | 32.6283 | 0.9053 | 0.7405 |
144
- | 0.2491 | 91.0006 | 16008 | 29.9918 | 0.9021 | 0.7366 |
145
- | 0.246 | 92.0006 | 16182 | 31.0515 | 0.9053 | 0.7452 |
146
- | 0.2253 | 93.0006 | 16356 | 29.1182 | 0.9061 | 0.7478 |
147
- | 0.2313 | 94.0006 | 16530 | 30.6879 | 0.8992 | 0.7405 |
148
- | 0.2145 | 95.0006 | 16704 | 27.5279 | 0.9077 | 0.7412 |
149
- | 0.2223 | 96.0006 | 16878 | 26.4286 | 0.9119 | 0.7551 |
150
- | 0.2242 | 97.0006 | 17052 | 28.8643 | 0.9086 | 0.7487 |
151
- | 0.2063 | 98.0006 | 17226 | 28.9847 | 0.8982 | 0.7445 |
152
- | 0.1972 | 99.0006 | 17400 | 27.6599 | 0.8999 | 0.7395 |
153
- | 0.1962 | 100.0005 | 17574 | 30.7515 | 0.9031 | 0.7485 |
154
- | 0.2307 | 101.0005 | 17748 | 29.5612 | 0.9097 | 0.7499 |
155
- | 0.2123 | 102.0005 | 17922 | 29.0835 | 0.9120 | 0.7635 |
156
- | 0.1956 | 103.0005 | 18096 | 29.2528 | 0.9106 | 0.7499 |
157
- | 0.1946 | 104.0005 | 18270 | 26.3450 | 0.9110 | 0.7571 |
158
- | 0.1974 | 105.0005 | 18444 | 28.6440 | 0.9085 | 0.7508 |
159
- | 0.1899 | 106.0005 | 18618 | 29.5276 | 0.9085 | 0.7605 |
160
- | 0.1996 | 107.0005 | 18792 | 29.8976 | 0.9058 | 0.7544 |
161
- | 0.1966 | 108.0005 | 18966 | 28.1405 | 0.9148 | 0.7662 |
162
- | 0.1995 | 109.0005 | 19140 | 23.6807 | 0.9010 | 0.7556 |
163
- | 0.1804 | 110.0005 | 19314 | 25.2690 | 0.9089 | 0.7546 |
164
- | 0.186 | 111.0005 | 19488 | 28.1293 | 0.9108 | 0.7659 |
165
- | 0.1739 | 112.0005 | 19662 | 28.9695 | 0.9103 | 0.7574 |
166
- | 0.1812 | 113.0005 | 19836 | 26.2535 | 0.9099 | 0.7595 |
167
- | 0.174 | 114.0004 | 20010 | 27.5987 | 0.9050 | 0.7535 |
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- | 0.189 | 115.0004 | 20184 | 26.4546 | 0.9086 | 0.7644 |
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- | 0.1912 | 116.0004 | 20358 | 26.9759 | 0.9117 | 0.7707 |
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- | 0.1836 | 117.0004 | 20532 | 27.0429 | 0.9102 | 0.7659 |
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- | 0.178 | 118.0004 | 20706 | 24.8755 | 0.9087 | 0.7629 |
172
- | 0.1743 | 119.0004 | 20880 | 28.3562 | 0.9148 | 0.7731 |
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- | 0.1836 | 120.0004 | 21054 | 25.9176 | 0.9104 | 0.7661 |
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- | 0.1556 | 121.0004 | 21228 | 24.4672 | 0.9103 | 0.7687 |
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- | 0.1615 | 122.0004 | 21402 | 24.3079 | 0.9114 | 0.7729 |
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- | 0.1673 | 123.0004 | 21576 | 24.7718 | 0.9142 | 0.7759 |
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- | 0.1656 | 124.0004 | 21750 | 27.7422 | 0.9123 | 0.7806 |
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- | 0.1655 | 125.0004 | 21924 | 28.0341 | 0.9090 | 0.7666 |
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- | 0.1689 | 126.0004 | 22098 | 27.3466 | 0.9117 | 0.7753 |
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- | 0.1629 | 127.0003 | 22272 | 27.3319 | 0.9072 | 0.7655 |
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- | 0.1641 | 128.0003 | 22446 | 27.4312 | 0.9145 | 0.7729 |
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- | 0.1654 | 129.0003 | 22620 | 28.1951 | 0.9111 | 0.7670 |
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- | 0.1632 | 130.0003 | 22794 | 27.8923 | 0.9082 | 0.7662 |
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- | 0.1603 | 131.0003 | 22968 | 27.1670 | 0.9099 | 0.7701 |
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- | 0.1523 | 132.0003 | 23142 | 27.4674 | 0.9043 | 0.7652 |
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- | 0.1617 | 133.0003 | 23316 | 25.2808 | 0.9108 | 0.7679 |
187
- | 0.157 | 134.0003 | 23490 | 25.7953 | 0.9041 | 0.7618 |
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- | 0.1477 | 135.0003 | 23664 | 25.4250 | 0.9121 | 0.7756 |
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- | 0.1529 | 136.0003 | 23838 | 28.1064 | 0.9135 | 0.7716 |
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- | 0.1514 | 137.0003 | 24012 | 26.0024 | 0.9115 | 0.7716 |
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- | 0.1559 | 138.0003 | 24186 | 22.4650 | 0.9090 | 0.7712 |
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- | 0.1474 | 139.0003 | 24360 | 25.0499 | 0.9078 | 0.7777 |
193
- | 0.1408 | 140.0003 | 24534 | 22.4191 | 0.9080 | 0.7739 |
194
- | 0.1554 | 141.0002 | 24708 | 25.6396 | 0.9140 | 0.7777 |
195
- | 0.1492 | 142.0002 | 24882 | 25.3749 | 0.9065 | 0.7752 |
196
- | 0.1475 | 143.0002 | 25056 | 23.4706 | 0.9062 | 0.7793 |
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- | 0.1568 | 144.0002 | 25230 | 24.1825 | 0.9092 | 0.7696 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 22.2305
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+ - Accuracy: 0.9179
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+ - Macro F1: 0.8014
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | Macro F1 |
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  |:-------------:|:--------:|:-----:|:---------------:|:--------:|:--------:|
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+ | 36.8897 | 0.0013 | 174 | 58.9440 | 0.0707 | 0.0303 |
54
+ | 17.415 | 1.0013 | 348 | 131.9342 | 0.3079 | 0.0778 |
55
+ | 8.3841 | 2.0013 | 522 | 228.1804 | 0.4973 | 0.1274 |
56
+ | 7.3153 | 3.0013 | 696 | 218.3890 | 0.5375 | 0.1337 |
57
+ | 6.3897 | 4.0013 | 870 | 188.3552 | 0.5540 | 0.1386 |
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+ | 5.8067 | 5.0013 | 1044 | 163.3696 | 0.5748 | 0.1434 |
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+ | 4.985 | 6.0012 | 1218 | 96.3250 | 0.5695 | 0.1476 |
60
+ | 4.4898 | 7.0012 | 1392 | 74.6840 | 0.5976 | 0.1597 |
61
+ | 3.9475 | 8.0012 | 1566 | 54.5193 | 0.6169 | 0.1663 |
62
+ | 3.662 | 9.0012 | 1740 | 45.3757 | 0.6341 | 0.1844 |
63
+ | 3.465 | 10.0012 | 1914 | 41.7936 | 0.6305 | 0.1899 |
64
+ | 3.2974 | 11.0012 | 2088 | 31.6148 | 0.6422 | 0.2126 |
65
+ | 3.1647 | 12.0012 | 2262 | 34.3374 | 0.6440 | 0.2263 |
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+ | 3.2056 | 13.0012 | 2436 | 29.9489 | 0.6537 | 0.2433 |
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+ | 3.0134 | 14.0012 | 2610 | 26.0430 | 0.6687 | 0.2676 |
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+ | 2.9392 | 15.0012 | 2784 | 27.7054 | 0.6719 | 0.2785 |
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+ | 2.8061 | 16.0012 | 2958 | 26.6424 | 0.6745 | 0.3018 |
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+ | 2.7161 | 17.0012 | 3132 | 26.9671 | 0.6926 | 0.3189 |
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+ | 2.7101 | 18.0012 | 3306 | 27.6575 | 0.7136 | 0.3490 |
72
+ | 2.6402 | 19.0012 | 3480 | 26.8896 | 0.7116 | 0.3516 |
73
+ | 2.4746 | 20.0011 | 3654 | 25.7571 | 0.7114 | 0.3728 |
74
+ | 2.3949 | 21.0011 | 3828 | 26.8391 | 0.7122 | 0.3940 |
75
+ | 2.3161 | 22.0011 | 4002 | 25.0259 | 0.7582 | 0.4063 |
76
+ | 2.321 | 23.0011 | 4176 | 28.5269 | 0.7603 | 0.4159 |
77
+ | 2.1638 | 24.0011 | 4350 | 26.5361 | 0.7642 | 0.4407 |
78
+ | 2.099 | 25.0011 | 4524 | 26.3485 | 0.7612 | 0.4327 |
79
+ | 1.9656 | 26.0011 | 4698 | 29.0458 | 0.7779 | 0.4578 |
80
+ | 1.9366 | 27.0011 | 4872 | 27.1165 | 0.7844 | 0.4737 |
81
+ | 1.8128 | 28.0011 | 5046 | 29.7469 | 0.7692 | 0.4387 |
82
+ | 1.8242 | 29.0011 | 5220 | 30.8209 | 0.7866 | 0.4907 |
83
+ | 1.7638 | 30.0011 | 5394 | 26.3221 | 0.7905 | 0.4855 |
84
+ | 1.6806 | 31.0011 | 5568 | 32.9942 | 0.7979 | 0.5075 |
85
+ | 1.6499 | 32.0011 | 5742 | 31.1818 | 0.8034 | 0.5078 |
86
+ | 1.507 | 33.0010 | 5916 | 24.1132 | 0.7990 | 0.5121 |
87
+ | 1.4489 | 34.0010 | 6090 | 31.3519 | 0.7981 | 0.5200 |
88
+ | 1.5266 | 35.0010 | 6264 | 34.7897 | 0.7992 | 0.5244 |
89
+ | 1.387 | 36.0010 | 6438 | 26.2433 | 0.8099 | 0.5088 |
90
+ | 1.3086 | 37.0010 | 6612 | 29.4355 | 0.8104 | 0.5342 |
91
+ | 1.3534 | 38.0010 | 6786 | 34.3157 | 0.8166 | 0.5568 |
92
+ | 1.2653 | 39.0010 | 6960 | 30.9298 | 0.8321 | 0.5690 |
93
+ | 1.1277 | 40.0010 | 7134 | 29.7929 | 0.8344 | 0.5749 |
94
+ | 1.1287 | 41.0010 | 7308 | 37.8217 | 0.8383 | 0.5842 |
95
+ | 1.0651 | 42.0010 | 7482 | 33.6487 | 0.8493 | 0.5919 |
96
+ | 1.0488 | 43.0010 | 7656 | 35.6326 | 0.8561 | 0.5998 |
97
+ | 0.96 | 44.0010 | 7830 | 34.7891 | 0.8498 | 0.6022 |
98
+ | 0.8912 | 45.0010 | 8004 | 36.0511 | 0.8551 | 0.6014 |
99
+ | 0.9091 | 46.0010 | 8178 | 37.5957 | 0.8629 | 0.6118 |
100
+ | 0.8304 | 47.0009 | 8352 | 42.3991 | 0.8597 | 0.6177 |
101
+ | 0.7917 | 48.0009 | 8526 | 45.5854 | 0.8612 | 0.6191 |
102
+ | 0.7743 | 49.0009 | 8700 | 45.6580 | 0.8574 | 0.6206 |
103
+ | 0.7307 | 50.0009 | 8874 | 42.1980 | 0.8693 | 0.6341 |
104
+ | 0.8023 | 51.0009 | 9048 | 43.2497 | 0.8747 | 0.6388 |
105
+ | 0.6793 | 52.0009 | 9222 | 50.5001 | 0.8717 | 0.6443 |
106
+ | 0.6295 | 53.0009 | 9396 | 43.5139 | 0.8679 | 0.6425 |
107
+ | 0.6244 | 54.0009 | 9570 | 49.4621 | 0.8700 | 0.6410 |
108
+ | 0.6053 | 55.0009 | 9744 | 45.1292 | 0.8712 | 0.6465 |
109
+ | 0.5456 | 56.0009 | 9918 | 47.7468 | 0.8745 | 0.6481 |
110
+ | 0.512 | 57.0009 | 10092 | 47.5651 | 0.8823 | 0.6644 |
111
+ | 0.5543 | 58.0009 | 10266 | 46.7669 | 0.8849 | 0.6705 |
112
+ | 0.5162 | 59.0009 | 10440 | 45.2046 | 0.8771 | 0.6730 |
113
+ | 0.507 | 60.0008 | 10614 | 47.6766 | 0.8885 | 0.6798 |
114
+ | 0.4834 | 61.0008 | 10788 | 44.7151 | 0.8877 | 0.6777 |
115
+ | 0.4726 | 62.0008 | 10962 | 44.9125 | 0.8874 | 0.6759 |
116
+ | 0.4472 | 63.0008 | 11136 | 45.8125 | 0.8892 | 0.6848 |
117
+ | 0.4252 | 64.0008 | 11310 | 46.2853 | 0.8892 | 0.6932 |
118
+ | 0.4328 | 65.0008 | 11484 | 43.6157 | 0.8776 | 0.6876 |
119
+ | 0.4036 | 66.0008 | 11658 | 45.5207 | 0.8910 | 0.6957 |
120
+ | 0.4059 | 67.0008 | 11832 | 44.9229 | 0.8947 | 0.6921 |
121
+ | 0.3883 | 68.0008 | 12006 | 42.3161 | 0.8953 | 0.7015 |
122
+ | 0.3723 | 69.0008 | 12180 | 42.0889 | 0.8889 | 0.6998 |
123
+ | 0.3633 | 70.0008 | 12354 | 41.9702 | 0.8937 | 0.7007 |
124
+ | 0.344 | 71.0008 | 12528 | 44.7303 | 0.8922 | 0.7011 |
125
+ | 0.3811 | 72.0008 | 12702 | 40.4741 | 0.8956 | 0.7062 |
126
+ | 0.3355 | 73.0007 | 12876 | 41.3522 | 0.8935 | 0.7078 |
127
+ | 0.3291 | 74.0007 | 13050 | 39.9633 | 0.9013 | 0.7151 |
128
+ | 0.3145 | 75.0007 | 13224 | 38.8315 | 0.9003 | 0.7181 |
129
+ | 0.314 | 76.0007 | 13398 | 36.1396 | 0.8986 | 0.7180 |
130
+ | 0.3076 | 77.0007 | 13572 | 37.6565 | 0.9034 | 0.7185 |
131
+ | 0.2904 | 78.0007 | 13746 | 37.7939 | 0.8978 | 0.7179 |
132
+ | 0.2786 | 79.0007 | 13920 | 34.3669 | 0.8999 | 0.7187 |
133
+ | 0.2981 | 80.0007 | 14094 | 35.4609 | 0.9040 | 0.7318 |
134
+ | 0.2776 | 81.0007 | 14268 | 32.6305 | 0.9024 | 0.7319 |
135
+ | 0.2675 | 82.0007 | 14442 | 33.6086 | 0.9010 | 0.7235 |
136
+ | 0.2625 | 83.0007 | 14616 | 29.9289 | 0.9019 | 0.7292 |
137
+ | 0.2523 | 84.0007 | 14790 | 29.3959 | 0.8990 | 0.7236 |
138
+ | 0.2709 | 85.0007 | 14964 | 31.8332 | 0.8988 | 0.7286 |
139
+ | 0.2599 | 86.0007 | 15138 | 29.0299 | 0.9039 | 0.7397 |
140
+ | 0.2561 | 87.0006 | 15312 | 31.9355 | 0.8983 | 0.7235 |
141
+ | 0.2345 | 88.0006 | 15486 | 28.9463 | 0.9080 | 0.7377 |
142
+ | 0.2343 | 89.0006 | 15660 | 31.4445 | 0.9035 | 0.7370 |
143
+ | 0.2321 | 90.0006 | 15834 | 34.5653 | 0.9021 | 0.7419 |
144
+ | 0.2479 | 91.0006 | 16008 | 28.6009 | 0.9044 | 0.7381 |
145
+ | 0.2467 | 92.0006 | 16182 | 30.3260 | 0.9068 | 0.7479 |
146
+ | 0.2358 | 93.0006 | 16356 | 28.6181 | 0.9023 | 0.7474 |
147
+ | 0.2262 | 94.0006 | 16530 | 32.0329 | 0.9042 | 0.7455 |
148
+ | 0.2141 | 95.0006 | 16704 | 27.8669 | 0.9065 | 0.7391 |
149
+ | 0.2227 | 96.0006 | 16878 | 26.7895 | 0.9067 | 0.7486 |
150
+ | 0.2218 | 97.0006 | 17052 | 27.5840 | 0.9074 | 0.7492 |
151
+ | 0.2067 | 98.0006 | 17226 | 29.1753 | 0.8990 | 0.7445 |
152
+ | 0.2014 | 99.0006 | 17400 | 28.1573 | 0.9025 | 0.7413 |
153
+ | 0.1908 | 100.0005 | 17574 | 28.7326 | 0.9028 | 0.7467 |
154
+ | 0.232 | 101.0005 | 17748 | 28.0963 | 0.9081 | 0.7477 |
155
+ | 0.2105 | 102.0005 | 17922 | 27.2407 | 0.9148 | 0.7621 |
156
+ | 0.196 | 103.0005 | 18096 | 27.7501 | 0.9070 | 0.7486 |
157
+ | 0.1956 | 104.0005 | 18270 | 26.0193 | 0.9078 | 0.7525 |
158
+ | 0.1965 | 105.0005 | 18444 | 27.6509 | 0.9057 | 0.7456 |
159
+ | 0.1894 | 106.0005 | 18618 | 29.5254 | 0.9103 | 0.7604 |
160
+ | 0.2029 | 107.0005 | 18792 | 30.4686 | 0.9061 | 0.7544 |
161
+ | 0.1964 | 108.0005 | 18966 | 29.0120 | 0.9160 | 0.7725 |
162
+ | 0.2035 | 109.0005 | 19140 | 23.9827 | 0.9065 | 0.7608 |
163
+ | 0.1774 | 110.0005 | 19314 | 27.0304 | 0.9070 | 0.7542 |
164
+ | 0.1831 | 111.0005 | 19488 | 28.0709 | 0.9111 | 0.7627 |
165
+ | 0.1739 | 112.0005 | 19662 | 28.6017 | 0.9105 | 0.7613 |
166
+ | 0.1791 | 113.0005 | 19836 | 25.0117 | 0.9098 | 0.7622 |
167
+ | 0.1743 | 114.0004 | 20010 | 27.2863 | 0.9070 | 0.7559 |
168
+ | 0.1889 | 115.0004 | 20184 | 27.2484 | 0.9077 | 0.7599 |
169
+ | 0.1847 | 116.0004 | 20358 | 27.9157 | 0.9108 | 0.7689 |
170
+ | 0.1863 | 117.0004 | 20532 | 27.3783 | 0.9092 | 0.7664 |
171
+ | 0.1855 | 118.0004 | 20706 | 24.0478 | 0.9096 | 0.7654 |
172
+ | 0.173 | 119.0004 | 20880 | 28.2592 | 0.9102 | 0.7719 |
173
+ | 0.1827 | 120.0004 | 21054 | 26.4806 | 0.9136 | 0.7735 |
174
+ | 0.1563 | 121.0004 | 21228 | 26.4771 | 0.9085 | 0.7656 |
175
+ | 0.1635 | 122.0004 | 21402 | 27.6845 | 0.9088 | 0.7667 |
176
+ | 0.1632 | 123.0004 | 21576 | 26.5298 | 0.9115 | 0.7735 |
177
+ | 0.1659 | 124.0004 | 21750 | 27.4644 | 0.9102 | 0.7755 |
178
+ | 0.167 | 125.0004 | 21924 | 28.6199 | 0.9079 | 0.7673 |
179
+ | 0.1669 | 126.0004 | 22098 | 26.2487 | 0.9131 | 0.7717 |
180
+ | 0.1649 | 127.0003 | 22272 | 25.7411 | 0.9071 | 0.7630 |
181
+ | 0.1636 | 128.0003 | 22446 | 27.9678 | 0.9152 | 0.7757 |
182
+ | 0.1662 | 129.0003 | 22620 | 29.1964 | 0.9127 | 0.7721 |
183
+ | 0.1646 | 130.0003 | 22794 | 27.4540 | 0.9099 | 0.7677 |
184
+ | 0.1614 | 131.0003 | 22968 | 28.4644 | 0.9078 | 0.7678 |
185
+ | 0.15 | 132.0003 | 23142 | 30.0667 | 0.9025 | 0.7650 |
186
+ | 0.1651 | 133.0003 | 23316 | 26.3396 | 0.9126 | 0.7749 |
187
+ | 0.1574 | 134.0003 | 23490 | 26.7058 | 0.9059 | 0.7654 |
188
+ | 0.1448 | 135.0003 | 23664 | 24.4675 | 0.9100 | 0.7735 |
189
+ | 0.1522 | 136.0003 | 23838 | 27.5182 | 0.9121 | 0.7696 |
190
+ | 0.1534 | 137.0003 | 24012 | 25.0229 | 0.9137 | 0.7741 |
191
+ | 0.1564 | 138.0003 | 24186 | 22.2633 | 0.9111 | 0.7721 |
192
+ | 0.1477 | 139.0003 | 24360 | 24.1703 | 0.9080 | 0.7768 |
193
+ | 0.1425 | 140.0003 | 24534 | 22.9845 | 0.9066 | 0.7742 |
194
+ | 0.148 | 141.0002 | 24708 | 24.5434 | 0.9071 | 0.7715 |
195
+ | 0.1515 | 142.0002 | 24882 | 25.3716 | 0.9079 | 0.7771 |
196
+ | 0.1446 | 143.0002 | 25056 | 23.9298 | 0.9136 | 0.7771 |
197
+ | 0.1577 | 144.0002 | 25230 | 23.5104 | 0.9046 | 0.7730 |
198
+ | 0.1458 | 145.0002 | 25404 | 22.6059 | 0.9106 | 0.7716 |
199
+ | 0.1576 | 146.0002 | 25578 | 25.9200 | 0.9136 | 0.7801 |
200
+ | 0.1478 | 147.0002 | 25752 | 26.5335 | 0.9102 | 0.7799 |
201
+ | 0.1432 | 148.0002 | 25926 | 22.1442 | 0.9123 | 0.7766 |
202
+ | 0.1453 | 149.0002 | 26100 | 22.0882 | 0.9064 | 0.7742 |
203
+ | 0.1417 | 150.0002 | 26274 | 24.0154 | 0.9134 | 0.7822 |
204
+ | 0.1366 | 151.0002 | 26448 | 23.7317 | 0.9079 | 0.7757 |
205
+ | 0.1444 | 152.0002 | 26622 | 26.0509 | 0.9124 | 0.7805 |
206
+ | 0.1363 | 153.0002 | 26796 | 27.0661 | 0.9092 | 0.7753 |
207
+ | 0.1379 | 154.0001 | 26970 | 23.5876 | 0.9107 | 0.7820 |
208
+ | 0.1401 | 155.0001 | 27144 | 27.4420 | 0.9111 | 0.7744 |
209
+ | 0.1357 | 156.0001 | 27318 | 23.2410 | 0.9113 | 0.7798 |
210
+ | 0.1388 | 157.0001 | 27492 | 23.3522 | 0.9092 | 0.7791 |
211
+ | 0.14 | 158.0001 | 27666 | 23.8235 | 0.9070 | 0.7783 |
212
+ | 0.1373 | 159.0001 | 27840 | 23.9633 | 0.9053 | 0.7767 |
213
+ | 0.1322 | 160.0001 | 28014 | 25.2702 | 0.9128 | 0.7815 |
214
+ | 0.137 | 161.0001 | 28188 | 24.1548 | 0.9110 | 0.7849 |
215
+ | 0.1345 | 162.0001 | 28362 | 25.3524 | 0.9133 | 0.7891 |
216
+ | 0.1395 | 163.0001 | 28536 | 23.2992 | 0.9075 | 0.7826 |
217
+ | 0.134 | 164.0001 | 28710 | 24.8827 | 0.9173 | 0.7874 |
218
+ | 0.1304 | 165.0001 | 28884 | 26.5549 | 0.9125 | 0.7822 |
219
+ | 0.1336 | 166.0001 | 29058 | 23.3420 | 0.9180 | 0.7895 |
220
+ | 0.1235 | 167.0001 | 29232 | 25.2007 | 0.9082 | 0.7831 |
221
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222
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223
+ | 0.1259 | 170.0000 | 29754 | 22.1552 | 0.9088 | 0.7797 |
224
+ | 0.1292 | 171.0000 | 29928 | 22.6555 | 0.9133 | 0.7830 |
225
+ | 0.1284 | 172.0000 | 30102 | 25.8185 | 0.9104 | 0.7889 |
226
+ | 0.1292 | 173.0000 | 30276 | 24.9292 | 0.9119 | 0.7889 |
227
+ | 0.1264 | 173.0013 | 30450 | 26.0689 | 0.9150 | 0.7910 |
228
+ | 0.133 | 174.0013 | 30624 | 25.3730 | 0.9049 | 0.7845 |
229
+ | 0.1227 | 175.0013 | 30798 | 25.6720 | 0.9055 | 0.7807 |
230
+ | 0.1299 | 176.0013 | 30972 | 22.2758 | 0.9117 | 0.7877 |
231
+ | 0.1293 | 177.0013 | 31146 | 23.5661 | 0.9150 | 0.7883 |
232
+ | 0.1296 | 178.0013 | 31320 | 24.4382 | 0.9121 | 0.7878 |
233
+ | 0.1318 | 179.0013 | 31494 | 23.3907 | 0.9066 | 0.7868 |
234
+ | 0.1328 | 180.0012 | 31668 | 23.1094 | 0.9118 | 0.7870 |
235
+ | 0.1217 | 181.0012 | 31842 | 24.3687 | 0.9107 | 0.7852 |
236
+ | 0.1203 | 182.0012 | 32016 | 22.5907 | 0.9123 | 0.7914 |
237
+ | 0.1249 | 183.0012 | 32190 | 25.5700 | 0.9140 | 0.7917 |
238
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239
+ | 0.1225 | 185.0012 | 32538 | 25.0416 | 0.9083 | 0.7840 |
240
+ | 0.1242 | 186.0012 | 32712 | 24.3324 | 0.9159 | 0.7955 |
241
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242
+ | 0.1235 | 188.0012 | 33060 | 24.0019 | 0.9151 | 0.7957 |
243
+ | 0.1148 | 189.0012 | 33234 | 23.7111 | 0.9078 | 0.7918 |
244
+ | 0.1236 | 190.0012 | 33408 | 21.0879 | 0.9114 | 0.7871 |
245
+ | 0.1196 | 191.0012 | 33582 | 21.5855 | 0.9102 | 0.7908 |
246
+ | 0.1241 | 192.0012 | 33756 | 20.3491 | 0.9140 | 0.7886 |
247
+ | 0.1205 | 193.0012 | 33930 | 23.5627 | 0.9073 | 0.7871 |
248
+ | 0.1168 | 194.0011 | 34104 | 23.6264 | 0.9116 | 0.7838 |
249
+ | 0.1187 | 195.0011 | 34278 | 25.1882 | 0.9146 | 0.7923 |
250
+ | 0.1188 | 196.0011 | 34452 | 24.8468 | 0.9098 | 0.7912 |
251
+ | 0.1191 | 197.0011 | 34626 | 22.9641 | 0.9166 | 0.7942 |
252
+ | 0.1173 | 198.0011 | 34800 | 22.6648 | 0.9123 | 0.7819 |
253
+ | 0.1162 | 199.0011 | 34974 | 22.3425 | 0.9179 | 0.8014 |
254
+ | 0.1268 | 200.0011 | 35148 | 21.0849 | 0.9141 | 0.7886 |
255
+ | 0.1176 | 201.0011 | 35322 | 22.5339 | 0.9085 | 0.7850 |
256
+ | 0.1166 | 202.0011 | 35496 | 21.6219 | 0.9108 | 0.7845 |
257
+ | 0.112 | 203.0011 | 35670 | 22.4102 | 0.9110 | 0.7950 |
258
+ | 0.1204 | 204.0011 | 35844 | 19.5659 | 0.9099 | 0.7899 |
259
+ | 0.1194 | 205.0011 | 36018 | 19.9143 | 0.9148 | 0.7951 |
260
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261
+ | 0.1143 | 207.0010 | 36366 | 22.3063 | 0.9092 | 0.7917 |
262
+ | 0.1101 | 208.0010 | 36540 | 20.6140 | 0.9133 | 0.7916 |
263
+ | 0.1091 | 209.0010 | 36714 | 18.7691 | 0.9155 | 0.7984 |
264
+ | 0.1193 | 210.0010 | 36888 | 19.4397 | 0.9125 | 0.7924 |
265
+ | 0.1186 | 211.0010 | 37062 | 21.5441 | 0.9118 | 0.7962 |
266
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267
+ | 0.1188 | 213.0010 | 37410 | 22.9306 | 0.9117 | 0.7955 |
268
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269
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270
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271
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272
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273
+ | 0.1063 | 219.0010 | 38454 | 23.7711 | 0.9133 | 0.7988 |
274
 
275
 
276
  ### Framework versions
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