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+ ---
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+ license: other
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+ base_model: yahma/llama-7b-hf
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: V0223B1
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # V0223B1
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+
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+ This model is a fine-tuned version of [yahma/llama-7b-hf](https://huggingface.co/yahma/llama-7b-hf) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.6424
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0003
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+ - train_batch_size: 4
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 16
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: cosine_with_restarts
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+ - lr_scheduler_warmup_steps: 20
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+ - num_epochs: 3
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:-----:|:---------------:|
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+ | 1.1046 | 0.0 | 10 | 1.0404 |
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+ | 0.9514 | 0.0 | 20 | 0.8999 |
55
+ | 0.8512 | 0.01 | 30 | 0.8409 |
56
+ | 0.8159 | 0.01 | 40 | 0.8100 |
57
+ | 0.7658 | 0.01 | 50 | 0.7946 |
58
+ | 0.8303 | 0.01 | 60 | 0.7862 |
59
+ | 0.7631 | 0.02 | 70 | 0.7777 |
60
+ | 0.7806 | 0.02 | 80 | 0.7754 |
61
+ | 0.7885 | 0.02 | 90 | 0.7682 |
62
+ | 0.7546 | 0.02 | 100 | 0.7632 |
63
+ | 0.7496 | 0.03 | 110 | 0.7610 |
64
+ | 0.7476 | 0.03 | 120 | 0.7618 |
65
+ | 0.7394 | 0.03 | 130 | 0.7546 |
66
+ | 0.7569 | 0.03 | 140 | 0.7533 |
67
+ | 0.7428 | 0.03 | 150 | 0.7530 |
68
+ | 0.7733 | 0.04 | 160 | 0.7519 |
69
+ | 0.7261 | 0.04 | 170 | 0.7499 |
70
+ | 0.7071 | 0.04 | 180 | 0.7449 |
71
+ | 0.7334 | 0.04 | 190 | 0.7458 |
72
+ | 0.728 | 0.05 | 200 | 0.7418 |
73
+ | 0.7167 | 0.05 | 210 | 0.7400 |
74
+ | 0.7415 | 0.05 | 220 | 0.7390 |
75
+ | 0.732 | 0.05 | 230 | 0.7392 |
76
+ | 0.7339 | 0.05 | 240 | 0.7383 |
77
+ | 0.7427 | 0.06 | 250 | 0.7374 |
78
+ | 0.7254 | 0.06 | 260 | 0.7363 |
79
+ | 0.7589 | 0.06 | 270 | 0.7343 |
80
+ | 0.7594 | 0.06 | 280 | 0.7340 |
81
+ | 0.7113 | 0.07 | 290 | 0.7312 |
82
+ | 0.7239 | 0.07 | 300 | 0.7304 |
83
+ | 0.7123 | 0.07 | 310 | 0.7290 |
84
+ | 0.7077 | 0.07 | 320 | 0.7287 |
85
+ | 0.7342 | 0.08 | 330 | 0.7275 |
86
+ | 0.7233 | 0.08 | 340 | 0.7279 |
87
+ | 0.7282 | 0.08 | 350 | 0.7254 |
88
+ | 0.7103 | 0.08 | 360 | 0.7241 |
89
+ | 0.7412 | 0.08 | 370 | 0.7259 |
90
+ | 0.7489 | 0.09 | 380 | 0.7261 |
91
+ | 0.689 | 0.09 | 390 | 0.7254 |
92
+ | 0.7343 | 0.09 | 400 | 0.7247 |
93
+ | 0.6898 | 0.09 | 410 | 0.7238 |
94
+ | 0.7246 | 0.1 | 420 | 0.7231 |
95
+ | 0.7641 | 0.1 | 430 | 0.7232 |
96
+ | 0.6884 | 0.1 | 440 | 0.7207 |
97
+ | 0.6697 | 0.1 | 450 | 0.7194 |
98
+ | 0.7075 | 0.11 | 460 | 0.7216 |
99
+ | 0.7133 | 0.11 | 470 | 0.7206 |
100
+ | 0.7112 | 0.11 | 480 | 0.7180 |
101
+ | 0.7093 | 0.11 | 490 | 0.7186 |
102
+ | 0.7123 | 0.11 | 500 | 0.7178 |
103
+ | 0.7171 | 0.12 | 510 | 0.7176 |
104
+ | 0.7177 | 0.12 | 520 | 0.7148 |
105
+ | 0.728 | 0.12 | 530 | 0.7144 |
106
+ | 0.7009 | 0.12 | 540 | 0.7141 |
107
+ | 0.7102 | 0.13 | 550 | 0.7142 |
108
+ | 0.7242 | 0.13 | 560 | 0.7152 |
109
+ | 0.6868 | 0.13 | 570 | 0.7130 |
110
+ | 0.6911 | 0.13 | 580 | 0.7130 |
111
+ | 0.6885 | 0.14 | 590 | 0.7129 |
112
+ | 0.7031 | 0.14 | 600 | 0.7117 |
113
+ | 0.7149 | 0.14 | 610 | 0.7129 |
114
+ | 0.6933 | 0.14 | 620 | 0.7117 |
115
+ | 0.6863 | 0.14 | 630 | 0.7109 |
116
+ | 0.7324 | 0.15 | 640 | 0.7113 |
117
+ | 0.7039 | 0.15 | 650 | 0.7119 |
118
+ | 0.7273 | 0.15 | 660 | 0.7106 |
119
+ | 0.7009 | 0.15 | 670 | 0.7085 |
120
+ | 0.7135 | 0.16 | 680 | 0.7069 |
121
+ | 0.6975 | 0.16 | 690 | 0.7056 |
122
+ | 0.6826 | 0.16 | 700 | 0.7048 |
123
+ | 0.6848 | 0.16 | 710 | 0.7056 |
124
+ | 0.6979 | 0.16 | 720 | 0.7060 |
125
+ | 0.7193 | 0.17 | 730 | 0.7051 |
126
+ | 0.7274 | 0.17 | 740 | 0.7060 |
127
+ | 0.7015 | 0.17 | 750 | 0.7060 |
128
+ | 0.7278 | 0.17 | 760 | 0.7066 |
129
+ | 0.7078 | 0.18 | 770 | 0.7061 |
130
+ | 0.7024 | 0.18 | 780 | 0.7070 |
131
+ | 0.6858 | 0.18 | 790 | 0.7067 |
132
+ | 0.696 | 0.18 | 800 | 0.7050 |
133
+ | 0.6907 | 0.19 | 810 | 0.7037 |
134
+ | 0.713 | 0.19 | 820 | 0.7022 |
135
+ | 0.7141 | 0.19 | 830 | 0.7046 |
136
+ | 0.7012 | 0.19 | 840 | 0.7043 |
137
+ | 0.6939 | 0.19 | 850 | 0.7019 |
138
+ | 0.7202 | 0.2 | 860 | 0.7009 |
139
+ | 0.6918 | 0.2 | 870 | 0.7020 |
140
+ | 0.7149 | 0.2 | 880 | 0.7026 |
141
+ | 0.7155 | 0.2 | 890 | 0.7025 |
142
+ | 0.6861 | 0.21 | 900 | 0.7031 |
143
+ | 0.7051 | 0.21 | 910 | 0.7006 |
144
+ | 0.6914 | 0.21 | 920 | 0.7000 |
145
+ | 0.6974 | 0.21 | 930 | 0.6998 |
146
+ | 0.7004 | 0.22 | 940 | 0.6992 |
147
+ | 0.6961 | 0.22 | 950 | 0.6999 |
148
+ | 0.6663 | 0.22 | 960 | 0.6977 |
149
+ | 0.718 | 0.22 | 970 | 0.6979 |
150
+ | 0.6875 | 0.22 | 980 | 0.6984 |
151
+ | 0.7162 | 0.23 | 990 | 0.6988 |
152
+ | 0.6918 | 0.23 | 1000 | 0.6974 |
153
+ | 0.6954 | 0.23 | 1010 | 0.6992 |
154
+ | 0.7115 | 0.23 | 1020 | 0.6981 |
155
+ | 0.7041 | 0.24 | 1030 | 0.6987 |
156
+ | 0.6881 | 0.24 | 1040 | 0.6967 |
157
+ | 0.6726 | 0.24 | 1050 | 0.6968 |
158
+ | 0.6849 | 0.24 | 1060 | 0.6965 |
159
+ | 0.6912 | 0.24 | 1070 | 0.6970 |
160
+ | 0.6632 | 0.25 | 1080 | 0.6950 |
161
+ | 0.6774 | 0.25 | 1090 | 0.6965 |
162
+ | 0.6987 | 0.25 | 1100 | 0.6976 |
163
+ | 0.6871 | 0.25 | 1110 | 0.6972 |
164
+ | 0.6714 | 0.26 | 1120 | 0.6988 |
165
+ | 0.6922 | 0.26 | 1130 | 0.6948 |
166
+ | 0.6987 | 0.26 | 1140 | 0.6944 |
167
+ | 0.6909 | 0.26 | 1150 | 0.6952 |
168
+ | 0.6683 | 0.27 | 1160 | 0.6944 |
169
+ | 0.6851 | 0.27 | 1170 | 0.6936 |
170
+ | 0.6933 | 0.27 | 1180 | 0.6922 |
171
+ | 0.675 | 0.27 | 1190 | 0.6940 |
172
+ | 0.6848 | 0.27 | 1200 | 0.6945 |
173
+ | 0.7081 | 0.28 | 1210 | 0.6944 |
174
+ | 0.648 | 0.28 | 1220 | 0.6937 |
175
+ | 0.6907 | 0.28 | 1230 | 0.6940 |
176
+ | 0.7211 | 0.28 | 1240 | 0.6942 |
177
+ | 0.6596 | 0.29 | 1250 | 0.6919 |
178
+ | 0.6827 | 0.29 | 1260 | 0.6930 |
179
+ | 0.6995 | 0.29 | 1270 | 0.6920 |
180
+ | 0.6714 | 0.29 | 1280 | 0.6924 |
181
+ | 0.6671 | 0.3 | 1290 | 0.6930 |
182
+ | 0.7047 | 0.3 | 1300 | 0.6927 |
183
+ | 0.6956 | 0.3 | 1310 | 0.6916 |
184
+ | 0.7056 | 0.3 | 1320 | 0.6929 |
185
+ | 0.7038 | 0.3 | 1330 | 0.6914 |
186
+ | 0.7022 | 0.31 | 1340 | 0.6913 |
187
+ | 0.6831 | 0.31 | 1350 | 0.6922 |
188
+ | 0.6943 | 0.31 | 1360 | 0.6917 |
189
+ | 0.6919 | 0.31 | 1370 | 0.6918 |
190
+ | 0.6818 | 0.32 | 1380 | 0.6908 |
191
+ | 0.6705 | 0.32 | 1390 | 0.6896 |
192
+ | 0.6812 | 0.32 | 1400 | 0.6889 |
193
+ | 0.6773 | 0.32 | 1410 | 0.6867 |
194
+ | 0.7163 | 0.33 | 1420 | 0.6875 |
195
+ | 0.6509 | 0.33 | 1430 | 0.6875 |
196
+ | 0.6475 | 0.33 | 1440 | 0.6893 |
197
+ | 0.7025 | 0.33 | 1450 | 0.6893 |
198
+ | 0.6986 | 0.33 | 1460 | 0.6873 |
199
+ | 0.6849 | 0.34 | 1470 | 0.6877 |
200
+ | 0.6699 | 0.34 | 1480 | 0.6862 |
201
+ | 0.6535 | 0.34 | 1490 | 0.6878 |
202
+ | 0.6559 | 0.34 | 1500 | 0.6888 |
203
+ | 0.6797 | 0.35 | 1510 | 0.6878 |
204
+ | 0.7033 | 0.35 | 1520 | 0.6861 |
205
+ | 0.6774 | 0.35 | 1530 | 0.6866 |
206
+ | 0.6911 | 0.35 | 1540 | 0.6871 |
207
+ | 0.729 | 0.35 | 1550 | 0.6893 |
208
+ | 0.7055 | 0.36 | 1560 | 0.6876 |
209
+ | 0.6891 | 0.36 | 1570 | 0.6891 |
210
+ | 0.6819 | 0.36 | 1580 | 0.6877 |
211
+ | 0.6712 | 0.36 | 1590 | 0.6877 |
212
+ | 0.6797 | 0.37 | 1600 | 0.6882 |
213
+ | 0.6909 | 0.37 | 1610 | 0.6879 |
214
+ | 0.6764 | 0.37 | 1620 | 0.6875 |
215
+ | 0.6536 | 0.37 | 1630 | 0.6864 |
216
+ | 0.645 | 0.38 | 1640 | 0.6858 |
217
+ | 0.6736 | 0.38 | 1650 | 0.6841 |
218
+ | 0.6834 | 0.38 | 1660 | 0.6844 |
219
+ | 0.653 | 0.38 | 1670 | 0.6839 |
220
+ | 0.6821 | 0.38 | 1680 | 0.6848 |
221
+ | 0.6589 | 0.39 | 1690 | 0.6838 |
222
+ | 0.6557 | 0.39 | 1700 | 0.6845 |
223
+ | 0.6774 | 0.39 | 1710 | 0.6850 |
224
+ | 0.6877 | 0.39 | 1720 | 0.6855 |
225
+ | 0.6649 | 0.4 | 1730 | 0.6863 |
226
+ | 0.684 | 0.4 | 1740 | 0.6853 |
227
+ | 0.6664 | 0.4 | 1750 | 0.6841 |
228
+ | 0.6869 | 0.4 | 1760 | 0.6824 |
229
+ | 0.6515 | 0.41 | 1770 | 0.6833 |
230
+ | 0.6623 | 0.41 | 1780 | 0.6851 |
231
+ | 0.6875 | 0.41 | 1790 | 0.6833 |
232
+ | 0.6519 | 0.41 | 1800 | 0.6845 |
233
+ | 0.6568 | 0.41 | 1810 | 0.6835 |
234
+ | 0.6421 | 0.42 | 1820 | 0.6826 |
235
+ | 0.658 | 0.42 | 1830 | 0.6822 |
236
+ | 0.7026 | 0.42 | 1840 | 0.6811 |
237
+ | 0.6973 | 0.42 | 1850 | 0.6823 |
238
+ | 0.6697 | 0.43 | 1860 | 0.6826 |
239
+ | 0.6744 | 0.43 | 1870 | 0.6824 |
240
+ | 0.6907 | 0.43 | 1880 | 0.6814 |
241
+ | 0.6665 | 0.43 | 1890 | 0.6816 |
242
+ | 0.6894 | 0.44 | 1900 | 0.6806 |
243
+ | 0.6424 | 0.44 | 1910 | 0.6796 |
244
+ | 0.7 | 0.44 | 1920 | 0.6794 |
245
+ | 0.6691 | 0.44 | 1930 | 0.6811 |
246
+ | 0.6768 | 0.44 | 1940 | 0.6817 |
247
+ | 0.6752 | 0.45 | 1950 | 0.6810 |
248
+ | 0.6815 | 0.45 | 1960 | 0.6801 |
249
+ | 0.6741 | 0.45 | 1970 | 0.6799 |
250
+ | 0.6586 | 0.45 | 1980 | 0.6803 |
251
+ | 0.7014 | 0.46 | 1990 | 0.6806 |
252
+ | 0.6456 | 0.46 | 2000 | 0.6795 |
253
+ | 0.6642 | 0.46 | 2010 | 0.6806 |
254
+ | 0.6737 | 0.46 | 2020 | 0.6799 |
255
+ | 0.649 | 0.46 | 2030 | 0.6794 |
256
+ | 0.658 | 0.47 | 2040 | 0.6803 |
257
+ | 0.697 | 0.47 | 2050 | 0.6796 |
258
+ | 0.6645 | 0.47 | 2060 | 0.6792 |
259
+ | 0.674 | 0.47 | 2070 | 0.6803 |
260
+ | 0.6521 | 0.48 | 2080 | 0.6801 |
261
+ | 0.659 | 0.48 | 2090 | 0.6790 |
262
+ | 0.6489 | 0.48 | 2100 | 0.6784 |
263
+ | 0.6823 | 0.48 | 2110 | 0.6782 |
264
+ | 0.6866 | 0.49 | 2120 | 0.6778 |
265
+ | 0.6711 | 0.49 | 2130 | 0.6782 |
266
+ | 0.7048 | 0.49 | 2140 | 0.6765 |
267
+ | 0.679 | 0.49 | 2150 | 0.6773 |
268
+ | 0.6645 | 0.49 | 2160 | 0.6754 |
269
+ | 0.6978 | 0.5 | 2170 | 0.6768 |
270
+ | 0.6623 | 0.5 | 2180 | 0.6751 |
271
+ | 0.6528 | 0.5 | 2190 | 0.6752 |
272
+ | 0.6978 | 0.5 | 2200 | 0.6753 |
273
+ | 0.6929 | 0.51 | 2210 | 0.6753 |
274
+ | 0.655 | 0.51 | 2220 | 0.6759 |
275
+ | 0.6982 | 0.51 | 2230 | 0.6750 |
276
+ | 0.6659 | 0.51 | 2240 | 0.6771 |
277
+ | 0.654 | 0.52 | 2250 | 0.6759 |
278
+ | 0.6539 | 0.52 | 2260 | 0.6769 |
279
+ | 0.6674 | 0.52 | 2270 | 0.6758 |
280
+ | 0.6675 | 0.52 | 2280 | 0.6753 |
281
+ | 0.6703 | 0.52 | 2290 | 0.6748 |
282
+ | 0.6486 | 0.53 | 2300 | 0.6756 |
283
+ | 0.6661 | 0.53 | 2310 | 0.6759 |
284
+ | 0.6783 | 0.53 | 2320 | 0.6749 |
285
+ | 0.6512 | 0.53 | 2330 | 0.6749 |
286
+ | 0.6618 | 0.54 | 2340 | 0.6755 |
287
+ | 0.6703 | 0.54 | 2350 | 0.6772 |
288
+ | 0.6557 | 0.54 | 2360 | 0.6746 |
289
+ | 0.6535 | 0.54 | 2370 | 0.6741 |
290
+ | 0.6693 | 0.54 | 2380 | 0.6746 |
291
+ | 0.6738 | 0.55 | 2390 | 0.6743 |
292
+ | 0.6442 | 0.55 | 2400 | 0.6739 |
293
+ | 0.6519 | 0.55 | 2410 | 0.6756 |
294
+ | 0.7017 | 0.55 | 2420 | 0.6756 |
295
+ | 0.6394 | 0.56 | 2430 | 0.6756 |
296
+ | 0.6679 | 0.56 | 2440 | 0.6740 |
297
+ | 0.6545 | 0.56 | 2450 | 0.6723 |
298
+ | 0.67 | 0.56 | 2460 | 0.6722 |
299
+ | 0.6677 | 0.57 | 2470 | 0.6725 |
300
+ | 0.6599 | 0.57 | 2480 | 0.6713 |
301
+ | 0.6584 | 0.57 | 2490 | 0.6692 |
302
+ | 0.6701 | 0.57 | 2500 | 0.6702 |
303
+ | 0.6584 | 0.57 | 2510 | 0.6714 |
304
+ | 0.6978 | 0.58 | 2520 | 0.6701 |
305
+ | 0.6273 | 0.58 | 2530 | 0.6685 |
306
+ | 0.6702 | 0.58 | 2540 | 0.6691 |
307
+ | 0.6206 | 0.58 | 2550 | 0.6685 |
308
+ | 0.6685 | 0.59 | 2560 | 0.6694 |
309
+ | 0.6607 | 0.59 | 2570 | 0.6688 |
310
+ | 0.6868 | 0.59 | 2580 | 0.6688 |
311
+ | 0.657 | 0.59 | 2590 | 0.6702 |
312
+ | 0.643 | 0.6 | 2600 | 0.6700 |
313
+ | 0.665 | 0.6 | 2610 | 0.6695 |
314
+ | 0.6818 | 0.6 | 2620 | 0.6695 |
315
+ | 0.6549 | 0.6 | 2630 | 0.6702 |
316
+ | 0.6742 | 0.6 | 2640 | 0.6711 |
317
+ | 0.6962 | 0.61 | 2650 | 0.6695 |
318
+ | 0.6386 | 0.61 | 2660 | 0.6700 |
319
+ | 0.6568 | 0.61 | 2670 | 0.6707 |
320
+ | 0.6556 | 0.61 | 2680 | 0.6710 |
321
+ | 0.6667 | 0.62 | 2690 | 0.6701 |
322
+ | 0.6662 | 0.62 | 2700 | 0.6702 |
323
+ | 0.6804 | 0.62 | 2710 | 0.6699 |
324
+ | 0.6489 | 0.62 | 2720 | 0.6697 |
325
+ | 0.6738 | 0.63 | 2730 | 0.6699 |
326
+ | 0.6592 | 0.63 | 2740 | 0.6682 |
327
+ | 0.6551 | 0.63 | 2750 | 0.6692 |
328
+ | 0.6974 | 0.63 | 2760 | 0.6696 |
329
+ | 0.6601 | 0.63 | 2770 | 0.6691 |
330
+ | 0.6902 | 0.64 | 2780 | 0.6677 |
331
+ | 0.6719 | 0.64 | 2790 | 0.6664 |
332
+ | 0.6623 | 0.64 | 2800 | 0.6671 |
333
+ | 0.6532 | 0.64 | 2810 | 0.6668 |
334
+ | 0.6789 | 0.65 | 2820 | 0.6654 |
335
+ | 0.6289 | 0.65 | 2830 | 0.6669 |
336
+ | 0.6629 | 0.65 | 2840 | 0.6660 |
337
+ | 0.6596 | 0.65 | 2850 | 0.6672 |
338
+ | 0.6655 | 0.65 | 2860 | 0.6667 |
339
+ | 0.6793 | 0.66 | 2870 | 0.6658 |
340
+ | 0.6385 | 0.66 | 2880 | 0.6651 |
341
+ | 0.6646 | 0.66 | 2890 | 0.6648 |
342
+ | 0.6697 | 0.66 | 2900 | 0.6653 |
343
+ | 0.6672 | 0.67 | 2910 | 0.6657 |
344
+ | 0.6303 | 0.67 | 2920 | 0.6655 |
345
+ | 0.6741 | 0.67 | 2930 | 0.6670 |
346
+ | 0.6741 | 0.67 | 2940 | 0.6677 |
347
+ | 0.6671 | 0.68 | 2950 | 0.6668 |
348
+ | 0.6919 | 0.68 | 2960 | 0.6667 |
349
+ | 0.6502 | 0.68 | 2970 | 0.6665 |
350
+ | 0.6828 | 0.68 | 2980 | 0.6659 |
351
+ | 0.6439 | 0.68 | 2990 | 0.6674 |
352
+ | 0.6484 | 0.69 | 3000 | 0.6663 |
353
+ | 0.6801 | 0.69 | 3010 | 0.6670 |
354
+ | 0.6943 | 0.69 | 3020 | 0.6684 |
355
+ | 0.6681 | 0.69 | 3030 | 0.6671 |
356
+ | 0.6922 | 0.7 | 3040 | 0.6678 |
357
+ | 0.6475 | 0.7 | 3050 | 0.6670 |
358
+ | 0.6327 | 0.7 | 3060 | 0.6653 |
359
+ | 0.6539 | 0.7 | 3070 | 0.6652 |
360
+ | 0.6542 | 0.71 | 3080 | 0.6633 |
361
+ | 0.683 | 0.71 | 3090 | 0.6634 |
362
+ | 0.6437 | 0.71 | 3100 | 0.6645 |
363
+ | 0.6721 | 0.71 | 3110 | 0.6652 |
364
+ | 0.6689 | 0.71 | 3120 | 0.6646 |
365
+ | 0.6781 | 0.72 | 3130 | 0.6650 |
366
+ | 0.6617 | 0.72 | 3140 | 0.6644 |
367
+ | 0.6547 | 0.72 | 3150 | 0.6643 |
368
+ | 0.6697 | 0.72 | 3160 | 0.6653 |
369
+ | 0.6566 | 0.73 | 3170 | 0.6643 |
370
+ | 0.6568 | 0.73 | 3180 | 0.6626 |
371
+ | 0.6739 | 0.73 | 3190 | 0.6632 |
372
+ | 0.6394 | 0.73 | 3200 | 0.6632 |
373
+ | 0.6592 | 0.73 | 3210 | 0.6636 |
374
+ | 0.639 | 0.74 | 3220 | 0.6637 |
375
+ | 0.6641 | 0.74 | 3230 | 0.6644 |
376
+ | 0.637 | 0.74 | 3240 | 0.6645 |
377
+ | 0.6639 | 0.74 | 3250 | 0.6636 |
378
+ | 0.6925 | 0.75 | 3260 | 0.6643 |
379
+ | 0.6649 | 0.75 | 3270 | 0.6640 |
380
+ | 0.6363 | 0.75 | 3280 | 0.6639 |
381
+ | 0.6565 | 0.75 | 3290 | 0.6653 |
382
+ | 0.6439 | 0.76 | 3300 | 0.6648 |
383
+ | 0.6569 | 0.76 | 3310 | 0.6639 |
384
+ | 0.6302 | 0.76 | 3320 | 0.6650 |
385
+ | 0.6156 | 0.76 | 3330 | 0.6652 |
386
+ | 0.6652 | 0.76 | 3340 | 0.6665 |
387
+ | 0.6429 | 0.77 | 3350 | 0.6659 |
388
+ | 0.646 | 0.77 | 3360 | 0.6653 |
389
+ | 0.6864 | 0.77 | 3370 | 0.6653 |
390
+ | 0.6543 | 0.77 | 3380 | 0.6642 |
391
+ | 0.6708 | 0.78 | 3390 | 0.6642 |
392
+ | 0.6524 | 0.78 | 3400 | 0.6645 |
393
+ | 0.6405 | 0.78 | 3410 | 0.6643 |
394
+ | 0.6447 | 0.78 | 3420 | 0.6635 |
395
+ | 0.6803 | 0.79 | 3430 | 0.6630 |
396
+ | 0.6405 | 0.79 | 3440 | 0.6619 |
397
+ | 0.6329 | 0.79 | 3450 | 0.6606 |
398
+ | 0.6588 | 0.79 | 3460 | 0.6615 |
399
+ | 0.6482 | 0.79 | 3470 | 0.6625 |
400
+ | 0.6467 | 0.8 | 3480 | 0.6625 |
401
+ | 0.6628 | 0.8 | 3490 | 0.6615 |
402
+ | 0.6533 | 0.8 | 3500 | 0.6614 |
403
+ | 0.636 | 0.8 | 3510 | 0.6607 |
404
+ | 0.645 | 0.81 | 3520 | 0.6611 |
405
+ | 0.6847 | 0.81 | 3530 | 0.6597 |
406
+ | 0.6778 | 0.81 | 3540 | 0.6593 |
407
+ | 0.6351 | 0.81 | 3550 | 0.6596 |
408
+ | 0.6413 | 0.82 | 3560 | 0.6609 |
409
+ | 0.6541 | 0.82 | 3570 | 0.6609 |
410
+ | 0.6712 | 0.82 | 3580 | 0.6622 |
411
+ | 0.6911 | 0.82 | 3590 | 0.6619 |
412
+ | 0.6823 | 0.82 | 3600 | 0.6614 |
413
+ | 0.6216 | 0.83 | 3610 | 0.6612 |
414
+ | 0.6617 | 0.83 | 3620 | 0.6618 |
415
+ | 0.6414 | 0.83 | 3630 | 0.6613 |
416
+ | 0.6402 | 0.83 | 3640 | 0.6605 |
417
+ | 0.6596 | 0.84 | 3650 | 0.6620 |
418
+ | 0.6544 | 0.84 | 3660 | 0.6612 |
419
+ | 0.6388 | 0.84 | 3670 | 0.6606 |
420
+ | 0.6718 | 0.84 | 3680 | 0.6611 |
421
+ | 0.6707 | 0.84 | 3690 | 0.6603 |
422
+ | 0.6512 | 0.85 | 3700 | 0.6593 |
423
+ | 0.6599 | 0.85 | 3710 | 0.6594 |
424
+ | 0.6549 | 0.85 | 3720 | 0.6592 |
425
+ | 0.6963 | 0.85 | 3730 | 0.6602 |
426
+ | 0.6483 | 0.86 | 3740 | 0.6592 |
427
+ | 0.6455 | 0.86 | 3750 | 0.6592 |
428
+ | 0.6401 | 0.86 | 3760 | 0.6579 |
429
+ | 0.6841 | 0.86 | 3770 | 0.6570 |
430
+ | 0.6652 | 0.87 | 3780 | 0.6585 |
431
+ | 0.638 | 0.87 | 3790 | 0.6595 |
432
+ | 0.6325 | 0.87 | 3800 | 0.6587 |
433
+ | 0.6698 | 0.87 | 3810 | 0.6589 |
434
+ | 0.6603 | 0.87 | 3820 | 0.6592 |
435
+ | 0.6581 | 0.88 | 3830 | 0.6585 |
436
+ | 0.6472 | 0.88 | 3840 | 0.6597 |
437
+ | 0.6552 | 0.88 | 3850 | 0.6594 |
438
+ | 0.6436 | 0.88 | 3860 | 0.6602 |
439
+ | 0.6426 | 0.89 | 3870 | 0.6605 |
440
+ | 0.6302 | 0.89 | 3880 | 0.6595 |
441
+ | 0.6484 | 0.89 | 3890 | 0.6597 |
442
+ | 0.6755 | 0.89 | 3900 | 0.6589 |
443
+ | 0.6043 | 0.9 | 3910 | 0.6586 |
444
+ | 0.6179 | 0.9 | 3920 | 0.6596 |
445
+ | 0.6268 | 0.9 | 3930 | 0.6593 |
446
+ | 0.6467 | 0.9 | 3940 | 0.6577 |
447
+ | 0.6395 | 0.9 | 3950 | 0.6583 |
448
+ | 0.6756 | 0.91 | 3960 | 0.6586 |
449
+ | 0.648 | 0.91 | 3970 | 0.6585 |
450
+ | 0.6306 | 0.91 | 3980 | 0.6586 |
451
+ | 0.6706 | 0.91 | 3990 | 0.6583 |
452
+ | 0.6572 | 0.92 | 4000 | 0.6576 |
453
+ | 0.6527 | 0.92 | 4010 | 0.6574 |
454
+ | 0.6576 | 0.92 | 4020 | 0.6568 |
455
+ | 0.6602 | 0.92 | 4030 | 0.6578 |
456
+ | 0.6647 | 0.93 | 4040 | 0.6585 |
457
+ | 0.669 | 0.93 | 4050 | 0.6575 |
458
+ | 0.6398 | 0.93 | 4060 | 0.6572 |
459
+ | 0.6772 | 0.93 | 4070 | 0.6577 |
460
+ | 0.6275 | 0.93 | 4080 | 0.6573 |
461
+ | 0.6701 | 0.94 | 4090 | 0.6571 |
462
+ | 0.6594 | 0.94 | 4100 | 0.6571 |
463
+ | 0.6641 | 0.94 | 4110 | 0.6574 |
464
+ | 0.6303 | 0.94 | 4120 | 0.6557 |
465
+ | 0.6239 | 0.95 | 4130 | 0.6550 |
466
+ | 0.6756 | 0.95 | 4140 | 0.6555 |
467
+ | 0.6654 | 0.95 | 4150 | 0.6556 |
468
+ | 0.6467 | 0.95 | 4160 | 0.6547 |
469
+ | 0.6708 | 0.95 | 4170 | 0.6535 |
470
+ | 0.6609 | 0.96 | 4180 | 0.6547 |
471
+ | 0.639 | 0.96 | 4190 | 0.6557 |
472
+ | 0.6507 | 0.96 | 4200 | 0.6558 |
473
+ | 0.6786 | 0.96 | 4210 | 0.6563 |
474
+ | 0.6371 | 0.97 | 4220 | 0.6565 |
475
+ | 0.6431 | 0.97 | 4230 | 0.6553 |
476
+ | 0.6519 | 0.97 | 4240 | 0.6548 |
477
+ | 0.6591 | 0.97 | 4250 | 0.6552 |
478
+ | 0.6648 | 0.98 | 4260 | 0.6571 |
479
+ | 0.6645 | 0.98 | 4270 | 0.6551 |
480
+ | 0.6553 | 0.98 | 4280 | 0.6543 |
481
+ | 0.6197 | 0.98 | 4290 | 0.6544 |
482
+ | 0.6229 | 0.98 | 4300 | 0.6555 |
483
+ | 0.6628 | 0.99 | 4310 | 0.6546 |
484
+ | 0.6261 | 0.99 | 4320 | 0.6534 |
485
+ | 0.6603 | 0.99 | 4330 | 0.6530 |
486
+ | 0.6156 | 0.99 | 4340 | 0.6532 |
487
+ | 0.6579 | 1.0 | 4350 | 0.6528 |
488
+ | 0.6237 | 1.0 | 4360 | 0.6522 |
489
+ | 0.6406 | 1.0 | 4370 | 0.6532 |
490
+ | 0.6354 | 1.0 | 4380 | 0.6537 |
491
+ | 0.6293 | 1.01 | 4390 | 0.6539 |
492
+ | 0.6214 | 1.01 | 4400 | 0.6536 |
493
+ | 0.6317 | 1.01 | 4410 | 0.6526 |
494
+ | 0.6105 | 1.01 | 4420 | 0.6532 |
495
+ | 0.6188 | 1.01 | 4430 | 0.6546 |
496
+ | 0.6135 | 1.02 | 4440 | 0.6533 |
497
+ | 0.6161 | 1.02 | 4450 | 0.6546 |
498
+ | 0.6062 | 1.02 | 4460 | 0.6550 |
499
+ | 0.6057 | 1.02 | 4470 | 0.6545 |
500
+ | 0.5854 | 1.03 | 4480 | 0.6546 |
501
+ | 0.5851 | 1.03 | 4490 | 0.6549 |
502
+ | 0.622 | 1.03 | 4500 | 0.6538 |
503
+ | 0.5844 | 1.03 | 4510 | 0.6547 |
504
+ | 0.6174 | 1.03 | 4520 | 0.6537 |
505
+ | 0.6384 | 1.04 | 4530 | 0.6547 |
506
+ | 0.6261 | 1.04 | 4540 | 0.6531 |
507
+ | 0.6044 | 1.04 | 4550 | 0.6550 |
508
+ | 0.619 | 1.04 | 4560 | 0.6546 |
509
+ | 0.5822 | 1.05 | 4570 | 0.6540 |
510
+ | 0.6346 | 1.05 | 4580 | 0.6540 |
511
+ | 0.6321 | 1.05 | 4590 | 0.6546 |
512
+ | 0.6397 | 1.05 | 4600 | 0.6547 |
513
+ | 0.6114 | 1.06 | 4610 | 0.6537 |
514
+ | 0.6108 | 1.06 | 4620 | 0.6544 |
515
+ | 0.6088 | 1.06 | 4630 | 0.6543 |
516
+ | 0.6134 | 1.06 | 4640 | 0.6550 |
517
+ | 0.5919 | 1.06 | 4650 | 0.6550 |
518
+ | 0.5957 | 1.07 | 4660 | 0.6561 |
519
+ | 0.607 | 1.07 | 4670 | 0.6552 |
520
+ | 0.6132 | 1.07 | 4680 | 0.6548 |
521
+ | 0.6188 | 1.07 | 4690 | 0.6546 |
522
+ | 0.6185 | 1.08 | 4700 | 0.6543 |
523
+ | 0.6227 | 1.08 | 4710 | 0.6552 |
524
+ | 0.6239 | 1.08 | 4720 | 0.6561 |
525
+ | 0.6102 | 1.08 | 4730 | 0.6561 |
526
+ | 0.6644 | 1.09 | 4740 | 0.6556 |
527
+ | 0.5973 | 1.09 | 4750 | 0.6545 |
528
+ | 0.6735 | 1.09 | 4760 | 0.6534 |
529
+ | 0.61 | 1.09 | 4770 | 0.6550 |
530
+ | 0.6381 | 1.09 | 4780 | 0.6550 |
531
+ | 0.6295 | 1.1 | 4790 | 0.6561 |
532
+ | 0.6259 | 1.1 | 4800 | 0.6574 |
533
+ | 0.5953 | 1.1 | 4810 | 0.6566 |
534
+ | 0.6154 | 1.1 | 4820 | 0.6555 |
535
+ | 0.5955 | 1.11 | 4830 | 0.6563 |
536
+ | 0.641 | 1.11 | 4840 | 0.6552 |
537
+ | 0.5968 | 1.11 | 4850 | 0.6558 |
538
+ | 0.6015 | 1.11 | 4860 | 0.6581 |
539
+ | 0.604 | 1.12 | 4870 | 0.6561 |
540
+ | 0.5811 | 1.12 | 4880 | 0.6568 |
541
+ | 0.6235 | 1.12 | 4890 | 0.6569 |
542
+ | 0.6251 | 1.12 | 4900 | 0.6573 |
543
+ | 0.6043 | 1.12 | 4910 | 0.6564 |
544
+ | 0.5985 | 1.13 | 4920 | 0.6551 |
545
+ | 0.5987 | 1.13 | 4930 | 0.6559 |
546
+ | 0.6263 | 1.13 | 4940 | 0.6566 |
547
+ | 0.6001 | 1.13 | 4950 | 0.6574 |
548
+ | 0.6172 | 1.14 | 4960 | 0.6556 |
549
+ | 0.642 | 1.14 | 4970 | 0.6558 |
550
+ | 0.6305 | 1.14 | 4980 | 0.6553 |
551
+ | 0.6178 | 1.14 | 4990 | 0.6560 |
552
+ | 0.5924 | 1.14 | 5000 | 0.6569 |
553
+ | 0.5941 | 1.15 | 5010 | 0.6565 |
554
+ | 0.6097 | 1.15 | 5020 | 0.6573 |
555
+ | 0.6078 | 1.15 | 5030 | 0.6567 |
556
+ | 0.5947 | 1.15 | 5040 | 0.6566 |
557
+ | 0.6199 | 1.16 | 5050 | 0.6552 |
558
+ | 0.6175 | 1.16 | 5060 | 0.6552 |
559
+ | 0.6075 | 1.16 | 5070 | 0.6564 |
560
+ | 0.6318 | 1.16 | 5080 | 0.6559 |
561
+ | 0.621 | 1.17 | 5090 | 0.6545 |
562
+ | 0.5906 | 1.17 | 5100 | 0.6559 |
563
+ | 0.6173 | 1.17 | 5110 | 0.6550 |
564
+ | 0.6079 | 1.17 | 5120 | 0.6540 |
565
+ | 0.6249 | 1.17 | 5130 | 0.6543 |
566
+ | 0.6284 | 1.18 | 5140 | 0.6537 |
567
+ | 0.5891 | 1.18 | 5150 | 0.6540 |
568
+ | 0.6504 | 1.18 | 5160 | 0.6545 |
569
+ | 0.5908 | 1.18 | 5170 | 0.6553 |
570
+ | 0.5799 | 1.19 | 5180 | 0.6558 |
571
+ | 0.6257 | 1.19 | 5190 | 0.6548 |
572
+ | 0.6265 | 1.19 | 5200 | 0.6549 |
573
+ | 0.6302 | 1.19 | 5210 | 0.6543 |
574
+ | 0.5864 | 1.2 | 5220 | 0.6541 |
575
+ | 0.6166 | 1.2 | 5230 | 0.6553 |
576
+ | 0.6273 | 1.2 | 5240 | 0.6540 |
577
+ | 0.6017 | 1.2 | 5250 | 0.6541 |
578
+ | 0.636 | 1.2 | 5260 | 0.6546 |
579
+ | 0.6051 | 1.21 | 5270 | 0.6552 |
580
+ | 0.6066 | 1.21 | 5280 | 0.6538 |
581
+ | 0.5871 | 1.21 | 5290 | 0.6542 |
582
+ | 0.6123 | 1.21 | 5300 | 0.6556 |
583
+ | 0.6238 | 1.22 | 5310 | 0.6543 |
584
+ | 0.6201 | 1.22 | 5320 | 0.6533 |
585
+ | 0.6223 | 1.22 | 5330 | 0.6546 |
586
+ | 0.6434 | 1.22 | 5340 | 0.6547 |
587
+ | 0.6275 | 1.22 | 5350 | 0.6534 |
588
+ | 0.6429 | 1.23 | 5360 | 0.6535 |
589
+ | 0.5906 | 1.23 | 5370 | 0.6538 |
590
+ | 0.618 | 1.23 | 5380 | 0.6536 |
591
+ | 0.6047 | 1.23 | 5390 | 0.6548 |
592
+ | 0.6177 | 1.24 | 5400 | 0.6539 |
593
+ | 0.5947 | 1.24 | 5410 | 0.6540 |
594
+ | 0.6089 | 1.24 | 5420 | 0.6548 |
595
+ | 0.6233 | 1.24 | 5430 | 0.6555 |
596
+ | 0.6073 | 1.25 | 5440 | 0.6554 |
597
+ | 0.6207 | 1.25 | 5450 | 0.6544 |
598
+ | 0.641 | 1.25 | 5460 | 0.6538 |
599
+ | 0.5976 | 1.25 | 5470 | 0.6536 |
600
+ | 0.6184 | 1.25 | 5480 | 0.6524 |
601
+ | 0.6335 | 1.26 | 5490 | 0.6523 |
602
+ | 0.6206 | 1.26 | 5500 | 0.6521 |
603
+ | 0.5952 | 1.26 | 5510 | 0.6533 |
604
+ | 0.599 | 1.26 | 5520 | 0.6530 |
605
+ | 0.601 | 1.27 | 5530 | 0.6535 |
606
+ | 0.6354 | 1.27 | 5540 | 0.6539 |
607
+ | 0.6093 | 1.27 | 5550 | 0.6540 |
608
+ | 0.6097 | 1.27 | 5560 | 0.6540 |
609
+ | 0.6183 | 1.28 | 5570 | 0.6539 |
610
+ | 0.6377 | 1.28 | 5580 | 0.6525 |
611
+ | 0.6222 | 1.28 | 5590 | 0.6536 |
612
+ | 0.6048 | 1.28 | 5600 | 0.6536 |
613
+ | 0.6456 | 1.28 | 5610 | 0.6517 |
614
+ | 0.6266 | 1.29 | 5620 | 0.6524 |
615
+ | 0.5948 | 1.29 | 5630 | 0.6541 |
616
+ | 0.6404 | 1.29 | 5640 | 0.6531 |
617
+ | 0.5736 | 1.29 | 5650 | 0.6536 |
618
+ | 0.6144 | 1.3 | 5660 | 0.6539 |
619
+ | 0.6017 | 1.3 | 5670 | 0.6529 |
620
+ | 0.6105 | 1.3 | 5680 | 0.6534 |
621
+ | 0.6126 | 1.3 | 5690 | 0.6542 |
622
+ | 0.6345 | 1.31 | 5700 | 0.6527 |
623
+ | 0.6189 | 1.31 | 5710 | 0.6520 |
624
+ | 0.6179 | 1.31 | 5720 | 0.6530 |
625
+ | 0.5763 | 1.31 | 5730 | 0.6528 |
626
+ | 0.6169 | 1.31 | 5740 | 0.6527 |
627
+ | 0.6265 | 1.32 | 5750 | 0.6527 |
628
+ | 0.5981 | 1.32 | 5760 | 0.6522 |
629
+ | 0.6129 | 1.32 | 5770 | 0.6516 |
630
+ | 0.6286 | 1.32 | 5780 | 0.6511 |
631
+ | 0.609 | 1.33 | 5790 | 0.6509 |
632
+ | 0.6144 | 1.33 | 5800 | 0.6514 |
633
+ | 0.6226 | 1.33 | 5810 | 0.6513 |
634
+ | 0.6166 | 1.33 | 5820 | 0.6515 |
635
+ | 0.6111 | 1.33 | 5830 | 0.6519 |
636
+ | 0.6369 | 1.34 | 5840 | 0.6526 |
637
+ | 0.6034 | 1.34 | 5850 | 0.6529 |
638
+ | 0.6208 | 1.34 | 5860 | 0.6519 |
639
+ | 0.65 | 1.34 | 5870 | 0.6526 |
640
+ | 0.5778 | 1.35 | 5880 | 0.6532 |
641
+ | 0.6153 | 1.35 | 5890 | 0.6532 |
642
+ | 0.6077 | 1.35 | 5900 | 0.6536 |
643
+ | 0.5805 | 1.35 | 5910 | 0.6543 |
644
+ | 0.5933 | 1.36 | 5920 | 0.6536 |
645
+ | 0.5983 | 1.36 | 5930 | 0.6520 |
646
+ | 0.6166 | 1.36 | 5940 | 0.6505 |
647
+ | 0.6491 | 1.36 | 5950 | 0.6505 |
648
+ | 0.6317 | 1.36 | 5960 | 0.6526 |
649
+ | 0.6144 | 1.37 | 5970 | 0.6523 |
650
+ | 0.6032 | 1.37 | 5980 | 0.6521 |
651
+ | 0.6497 | 1.37 | 5990 | 0.6524 |
652
+ | 0.6295 | 1.37 | 6000 | 0.6521 |
653
+ | 0.5968 | 1.38 | 6010 | 0.6526 |
654
+ | 0.6473 | 1.38 | 6020 | 0.6520 |
655
+ | 0.6123 | 1.38 | 6030 | 0.6517 |
656
+ | 0.6065 | 1.38 | 6040 | 0.6523 |
657
+ | 0.6038 | 1.39 | 6050 | 0.6511 |
658
+ | 0.623 | 1.39 | 6060 | 0.6508 |
659
+ | 0.5953 | 1.39 | 6070 | 0.6521 |
660
+ | 0.6108 | 1.39 | 6080 | 0.6516 |
661
+ | 0.6077 | 1.39 | 6090 | 0.6503 |
662
+ | 0.6004 | 1.4 | 6100 | 0.6505 |
663
+ | 0.6112 | 1.4 | 6110 | 0.6503 |
664
+ | 0.6169 | 1.4 | 6120 | 0.6512 |
665
+ | 0.6189 | 1.4 | 6130 | 0.6508 |
666
+ | 0.6258 | 1.41 | 6140 | 0.6500 |
667
+ | 0.6169 | 1.41 | 6150 | 0.6501 |
668
+ | 0.6017 | 1.41 | 6160 | 0.6513 |
669
+ | 0.6236 | 1.41 | 6170 | 0.6500 |
670
+ | 0.5915 | 1.41 | 6180 | 0.6502 |
671
+ | 0.585 | 1.42 | 6190 | 0.6510 |
672
+ | 0.614 | 1.42 | 6200 | 0.6508 |
673
+ | 0.6319 | 1.42 | 6210 | 0.6508 |
674
+ | 0.6379 | 1.42 | 6220 | 0.6501 |
675
+ | 0.5882 | 1.43 | 6230 | 0.6508 |
676
+ | 0.6191 | 1.43 | 6240 | 0.6501 |
677
+ | 0.5928 | 1.43 | 6250 | 0.6502 |
678
+ | 0.6138 | 1.43 | 6260 | 0.6509 |
679
+ | 0.588 | 1.44 | 6270 | 0.6517 |
680
+ | 0.5841 | 1.44 | 6280 | 0.6504 |
681
+ | 0.6316 | 1.44 | 6290 | 0.6494 |
682
+ | 0.61 | 1.44 | 6300 | 0.6506 |
683
+ | 0.6246 | 1.44 | 6310 | 0.6515 |
684
+ | 0.6262 | 1.45 | 6320 | 0.6509 |
685
+ | 0.6052 | 1.45 | 6330 | 0.6503 |
686
+ | 0.6138 | 1.45 | 6340 | 0.6499 |
687
+ | 0.5887 | 1.45 | 6350 | 0.6512 |
688
+ | 0.6235 | 1.46 | 6360 | 0.6510 |
689
+ | 0.6051 | 1.46 | 6370 | 0.6507 |
690
+ | 0.5977 | 1.46 | 6380 | 0.6501 |
691
+ | 0.6023 | 1.46 | 6390 | 0.6499 |
692
+ | 0.6008 | 1.47 | 6400 | 0.6504 |
693
+ | 0.5931 | 1.47 | 6410 | 0.6519 |
694
+ | 0.6104 | 1.47 | 6420 | 0.6513 |
695
+ | 0.5891 | 1.47 | 6430 | 0.6507 |
696
+ | 0.6104 | 1.47 | 6440 | 0.6502 |
697
+ | 0.595 | 1.48 | 6450 | 0.6504 |
698
+ | 0.6178 | 1.48 | 6460 | 0.6497 |
699
+ | 0.5926 | 1.48 | 6470 | 0.6492 |
700
+ | 0.599 | 1.48 | 6480 | 0.6483 |
701
+ | 0.6122 | 1.49 | 6490 | 0.6476 |
702
+ | 0.6067 | 1.49 | 6500 | 0.6472 |
703
+ | 0.6193 | 1.49 | 6510 | 0.6478 |
704
+ | 0.6127 | 1.49 | 6520 | 0.6477 |
705
+ | 0.6089 | 1.5 | 6530 | 0.6478 |
706
+ | 0.6224 | 1.5 | 6540 | 0.6477 |
707
+ | 0.631 | 1.5 | 6550 | 0.6466 |
708
+ | 0.623 | 1.5 | 6560 | 0.6470 |
709
+ | 0.6309 | 1.5 | 6570 | 0.6473 |
710
+ | 0.5905 | 1.51 | 6580 | 0.6480 |
711
+ | 0.5967 | 1.51 | 6590 | 0.6480 |
712
+ | 0.5967 | 1.51 | 6600 | 0.6478 |
713
+ | 0.629 | 1.51 | 6610 | 0.6479 |
714
+ | 0.6058 | 1.52 | 6620 | 0.6478 |
715
+ | 0.5841 | 1.52 | 6630 | 0.6473 |
716
+ | 0.5878 | 1.52 | 6640 | 0.6474 |
717
+ | 0.5995 | 1.52 | 6650 | 0.6474 |
718
+ | 0.603 | 1.52 | 6660 | 0.6474 |
719
+ | 0.6266 | 1.53 | 6670 | 0.6478 |
720
+ | 0.6242 | 1.53 | 6680 | 0.6474 |
721
+ | 0.5903 | 1.53 | 6690 | 0.6478 |
722
+ | 0.6146 | 1.53 | 6700 | 0.6484 |
723
+ | 0.591 | 1.54 | 6710 | 0.6479 |
724
+ | 0.6003 | 1.54 | 6720 | 0.6479 |
725
+ | 0.6226 | 1.54 | 6730 | 0.6479 |
726
+ | 0.6325 | 1.54 | 6740 | 0.6480 |
727
+ | 0.5921 | 1.55 | 6750 | 0.6483 |
728
+ | 0.6354 | 1.55 | 6760 | 0.6491 |
729
+ | 0.6029 | 1.55 | 6770 | 0.6478 |
730
+ | 0.6126 | 1.55 | 6780 | 0.6481 |
731
+ | 0.6094 | 1.55 | 6790 | 0.6483 |
732
+ | 0.5958 | 1.56 | 6800 | 0.6476 |
733
+ | 0.6227 | 1.56 | 6810 | 0.6475 |
734
+ | 0.6167 | 1.56 | 6820 | 0.6473 |
735
+ | 0.6006 | 1.56 | 6830 | 0.6479 |
736
+ | 0.6112 | 1.57 | 6840 | 0.6484 |
737
+ | 0.621 | 1.57 | 6850 | 0.6489 |
738
+ | 0.6065 | 1.57 | 6860 | 0.6475 |
739
+ | 0.6201 | 1.57 | 6870 | 0.6475 |
740
+ | 0.6209 | 1.58 | 6880 | 0.6474 |
741
+ | 0.6399 | 1.58 | 6890 | 0.6466 |
742
+ | 0.629 | 1.58 | 6900 | 0.6463 |
743
+ | 0.6182 | 1.58 | 6910 | 0.6466 |
744
+ | 0.6082 | 1.58 | 6920 | 0.6467 |
745
+ | 0.5932 | 1.59 | 6930 | 0.6465 |
746
+ | 0.6083 | 1.59 | 6940 | 0.6472 |
747
+ | 0.589 | 1.59 | 6950 | 0.6481 |
748
+ | 0.6243 | 1.59 | 6960 | 0.6483 |
749
+ | 0.6505 | 1.6 | 6970 | 0.6481 |
750
+ | 0.6158 | 1.6 | 6980 | 0.6474 |
751
+ | 0.5884 | 1.6 | 6990 | 0.6480 |
752
+ | 0.5805 | 1.6 | 7000 | 0.6478 |
753
+ | 0.6073 | 1.61 | 7010 | 0.6474 |
754
+ | 0.6357 | 1.61 | 7020 | 0.6469 |
755
+ | 0.6188 | 1.61 | 7030 | 0.6466 |
756
+ | 0.5944 | 1.61 | 7040 | 0.6459 |
757
+ | 0.5987 | 1.61 | 7050 | 0.6466 |
758
+ | 0.5662 | 1.62 | 7060 | 0.6473 |
759
+ | 0.6242 | 1.62 | 7070 | 0.6468 |
760
+ | 0.5961 | 1.62 | 7080 | 0.6460 |
761
+ | 0.5803 | 1.62 | 7090 | 0.6453 |
762
+ | 0.6015 | 1.63 | 7100 | 0.6462 |
763
+ | 0.6104 | 1.63 | 7110 | 0.6471 |
764
+ | 0.6007 | 1.63 | 7120 | 0.6471 |
765
+ | 0.6303 | 1.63 | 7130 | 0.6470 |
766
+ | 0.5803 | 1.63 | 7140 | 0.6473 |
767
+ | 0.612 | 1.64 | 7150 | 0.6474 |
768
+ | 0.5925 | 1.64 | 7160 | 0.6473 |
769
+ | 0.5858 | 1.64 | 7170 | 0.6476 |
770
+ | 0.5983 | 1.64 | 7180 | 0.6470 |
771
+ | 0.6044 | 1.65 | 7190 | 0.6467 |
772
+ | 0.5853 | 1.65 | 7200 | 0.6473 |
773
+ | 0.6632 | 1.65 | 7210 | 0.6475 |
774
+ | 0.6047 | 1.65 | 7220 | 0.6473 |
775
+ | 0.6232 | 1.66 | 7230 | 0.6476 |
776
+ | 0.6263 | 1.66 | 7240 | 0.6485 |
777
+ | 0.6186 | 1.66 | 7250 | 0.6479 |
778
+ | 0.6171 | 1.66 | 7260 | 0.6467 |
779
+ | 0.6069 | 1.66 | 7270 | 0.6456 |
780
+ | 0.6231 | 1.67 | 7280 | 0.6450 |
781
+ | 0.6034 | 1.67 | 7290 | 0.6454 |
782
+ | 0.6078 | 1.67 | 7300 | 0.6457 |
783
+ | 0.5777 | 1.67 | 7310 | 0.6457 |
784
+ | 0.5919 | 1.68 | 7320 | 0.6458 |
785
+ | 0.6046 | 1.68 | 7330 | 0.6460 |
786
+ | 0.605 | 1.68 | 7340 | 0.6458 |
787
+ | 0.5988 | 1.68 | 7350 | 0.6459 |
788
+ | 0.5869 | 1.69 | 7360 | 0.6467 |
789
+ | 0.6204 | 1.69 | 7370 | 0.6470 |
790
+ | 0.6345 | 1.69 | 7380 | 0.6476 |
791
+ | 0.6064 | 1.69 | 7390 | 0.6472 |
792
+ | 0.6063 | 1.69 | 7400 | 0.6465 |
793
+ | 0.631 | 1.7 | 7410 | 0.6471 |
794
+ | 0.6036 | 1.7 | 7420 | 0.6475 |
795
+ | 0.5923 | 1.7 | 7430 | 0.6475 |
796
+ | 0.5943 | 1.7 | 7440 | 0.6475 |
797
+ | 0.6185 | 1.71 | 7450 | 0.6469 |
798
+ | 0.6184 | 1.71 | 7460 | 0.6470 |
799
+ | 0.6098 | 1.71 | 7470 | 0.6466 |
800
+ | 0.6073 | 1.71 | 7480 | 0.6466 |
801
+ | 0.6278 | 1.71 | 7490 | 0.6465 |
802
+ | 0.6059 | 1.72 | 7500 | 0.6464 |
803
+ | 0.6227 | 1.72 | 7510 | 0.6464 |
804
+ | 0.6052 | 1.72 | 7520 | 0.6461 |
805
+ | 0.6062 | 1.72 | 7530 | 0.6455 |
806
+ | 0.5963 | 1.73 | 7540 | 0.6453 |
807
+ | 0.6002 | 1.73 | 7550 | 0.6447 |
808
+ | 0.622 | 1.73 | 7560 | 0.6452 |
809
+ | 0.6459 | 1.73 | 7570 | 0.6457 |
810
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811
+ | 0.6203 | 1.74 | 7590 | 0.6461 |
812
+ | 0.6385 | 1.74 | 7600 | 0.6457 |
813
+ | 0.5637 | 1.74 | 7610 | 0.6461 |
814
+ | 0.6352 | 1.74 | 7620 | 0.6463 |
815
+ | 0.6034 | 1.75 | 7630 | 0.6457 |
816
+ | 0.6268 | 1.75 | 7640 | 0.6457 |
817
+ | 0.6236 | 1.75 | 7650 | 0.6451 |
818
+ | 0.6019 | 1.75 | 7660 | 0.6448 |
819
+ | 0.6278 | 1.76 | 7670 | 0.6448 |
820
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821
+ | 0.6068 | 1.76 | 7690 | 0.6446 |
822
+ | 0.6366 | 1.76 | 7700 | 0.6451 |
823
+ | 0.6264 | 1.77 | 7710 | 0.6452 |
824
+ | 0.5979 | 1.77 | 7720 | 0.6454 |
825
+ | 0.6165 | 1.77 | 7730 | 0.6453 |
826
+ | 0.6201 | 1.77 | 7740 | 0.6453 |
827
+ | 0.6335 | 1.77 | 7750 | 0.6453 |
828
+ | 0.6138 | 1.78 | 7760 | 0.6451 |
829
+ | 0.591 | 1.78 | 7770 | 0.6449 |
830
+ | 0.6221 | 1.78 | 7780 | 0.6445 |
831
+ | 0.6251 | 1.78 | 7790 | 0.6444 |
832
+ | 0.6067 | 1.79 | 7800 | 0.6444 |
833
+ | 0.5983 | 1.79 | 7810 | 0.6452 |
834
+ | 0.5973 | 1.79 | 7820 | 0.6457 |
835
+ | 0.6055 | 1.79 | 7830 | 0.6459 |
836
+ | 0.6022 | 1.8 | 7840 | 0.6458 |
837
+ | 0.6148 | 1.8 | 7850 | 0.6459 |
838
+ | 0.5941 | 1.8 | 7860 | 0.6454 |
839
+ | 0.5964 | 1.8 | 7870 | 0.6455 |
840
+ | 0.607 | 1.8 | 7880 | 0.6450 |
841
+ | 0.6097 | 1.81 | 7890 | 0.6452 |
842
+ | 0.6018 | 1.81 | 7900 | 0.6454 |
843
+ | 0.6258 | 1.81 | 7910 | 0.6453 |
844
+ | 0.5863 | 1.81 | 7920 | 0.6454 |
845
+ | 0.5978 | 1.82 | 7930 | 0.6452 |
846
+ | 0.6109 | 1.82 | 7940 | 0.6451 |
847
+ | 0.6104 | 1.82 | 7950 | 0.6456 |
848
+ | 0.6133 | 1.82 | 7960 | 0.6456 |
849
+ | 0.5909 | 1.82 | 7970 | 0.6451 |
850
+ | 0.5781 | 1.83 | 7980 | 0.6450 |
851
+ | 0.6401 | 1.83 | 7990 | 0.6447 |
852
+ | 0.5939 | 1.83 | 8000 | 0.6444 |
853
+ | 0.6254 | 1.83 | 8010 | 0.6442 |
854
+ | 0.6042 | 1.84 | 8020 | 0.6441 |
855
+ | 0.5941 | 1.84 | 8030 | 0.6436 |
856
+ | 0.6178 | 1.84 | 8040 | 0.6440 |
857
+ | 0.6261 | 1.84 | 8050 | 0.6441 |
858
+ | 0.6044 | 1.85 | 8060 | 0.6440 |
859
+ | 0.5943 | 1.85 | 8070 | 0.6436 |
860
+ | 0.6118 | 1.85 | 8080 | 0.6439 |
861
+ | 0.592 | 1.85 | 8090 | 0.6439 |
862
+ | 0.6122 | 1.85 | 8100 | 0.6437 |
863
+ | 0.5965 | 1.86 | 8110 | 0.6434 |
864
+ | 0.6094 | 1.86 | 8120 | 0.6427 |
865
+ | 0.6028 | 1.86 | 8130 | 0.6422 |
866
+ | 0.6212 | 1.86 | 8140 | 0.6423 |
867
+ | 0.6124 | 1.87 | 8150 | 0.6421 |
868
+ | 0.5824 | 1.87 | 8160 | 0.6424 |
869
+ | 0.6374 | 1.87 | 8170 | 0.6426 |
870
+ | 0.635 | 1.87 | 8180 | 0.6423 |
871
+ | 0.5721 | 1.88 | 8190 | 0.6425 |
872
+ | 0.6001 | 1.88 | 8200 | 0.6426 |
873
+ | 0.6031 | 1.88 | 8210 | 0.6427 |
874
+ | 0.5907 | 1.88 | 8220 | 0.6427 |
875
+ | 0.6016 | 1.88 | 8230 | 0.6427 |
876
+ | 0.6195 | 1.89 | 8240 | 0.6433 |
877
+ | 0.6075 | 1.89 | 8250 | 0.6429 |
878
+ | 0.5768 | 1.89 | 8260 | 0.6425 |
879
+ | 0.5821 | 1.89 | 8270 | 0.6429 |
880
+ | 0.5669 | 1.9 | 8280 | 0.6429 |
881
+ | 0.6233 | 1.9 | 8290 | 0.6428 |
882
+ | 0.6324 | 1.9 | 8300 | 0.6426 |
883
+ | 0.5822 | 1.9 | 8310 | 0.6422 |
884
+ | 0.607 | 1.9 | 8320 | 0.6413 |
885
+ | 0.5917 | 1.91 | 8330 | 0.6416 |
886
+ | 0.579 | 1.91 | 8340 | 0.6423 |
887
+ | 0.5978 | 1.91 | 8350 | 0.6423 |
888
+ | 0.5984 | 1.91 | 8360 | 0.6421 |
889
+ | 0.6211 | 1.92 | 8370 | 0.6419 |
890
+ | 0.6074 | 1.92 | 8380 | 0.6421 |
891
+ | 0.605 | 1.92 | 8390 | 0.6425 |
892
+ | 0.583 | 1.92 | 8400 | 0.6427 |
893
+ | 0.6186 | 1.93 | 8410 | 0.6415 |
894
+ | 0.5852 | 1.93 | 8420 | 0.6414 |
895
+ | 0.5921 | 1.93 | 8430 | 0.6414 |
896
+ | 0.6275 | 1.93 | 8440 | 0.6416 |
897
+ | 0.5697 | 1.93 | 8450 | 0.6419 |
898
+ | 0.5804 | 1.94 | 8460 | 0.6422 |
899
+ | 0.615 | 1.94 | 8470 | 0.6418 |
900
+ | 0.5969 | 1.94 | 8480 | 0.6419 |
901
+ | 0.6236 | 1.94 | 8490 | 0.6419 |
902
+ | 0.5867 | 1.95 | 8500 | 0.6423 |
903
+ | 0.6219 | 1.95 | 8510 | 0.6421 |
904
+ | 0.6214 | 1.95 | 8520 | 0.6419 |
905
+ | 0.6052 | 1.95 | 8530 | 0.6418 |
906
+ | 0.6314 | 1.96 | 8540 | 0.6419 |
907
+ | 0.6302 | 1.96 | 8550 | 0.6418 |
908
+ | 0.5968 | 1.96 | 8560 | 0.6415 |
909
+ | 0.6451 | 1.96 | 8570 | 0.6414 |
910
+ | 0.6044 | 1.96 | 8580 | 0.6416 |
911
+ | 0.6075 | 1.97 | 8590 | 0.6415 |
912
+ | 0.597 | 1.97 | 8600 | 0.6416 |
913
+ | 0.62 | 1.97 | 8610 | 0.6413 |
914
+ | 0.6323 | 1.97 | 8620 | 0.6418 |
915
+ | 0.6058 | 1.98 | 8630 | 0.6419 |
916
+ | 0.5727 | 1.98 | 8640 | 0.6418 |
917
+ | 0.614 | 1.98 | 8650 | 0.6415 |
918
+ | 0.6309 | 1.98 | 8660 | 0.6415 |
919
+ | 0.6276 | 1.99 | 8670 | 0.6418 |
920
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921
+ | 0.5807 | 1.99 | 8690 | 0.6418 |
922
+ | 0.6109 | 1.99 | 8700 | 0.6415 |
923
+ | 0.5903 | 1.99 | 8710 | 0.6408 |
924
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925
+ | 0.5874 | 2.0 | 8730 | 0.6410 |
926
+ | 0.5689 | 2.0 | 8740 | 0.6410 |
927
+ | 0.5711 | 2.0 | 8750 | 0.6423 |
928
+ | 0.6215 | 2.01 | 8760 | 0.6425 |
929
+ | 0.5385 | 2.01 | 8770 | 0.6438 |
930
+ | 0.5591 | 2.01 | 8780 | 0.6447 |
931
+ | 0.5448 | 2.01 | 8790 | 0.6440 |
932
+ | 0.5754 | 2.01 | 8800 | 0.6440 |
933
+ | 0.5705 | 2.02 | 8810 | 0.6434 |
934
+ | 0.5873 | 2.02 | 8820 | 0.6431 |
935
+ | 0.5672 | 2.02 | 8830 | 0.6432 |
936
+ | 0.5881 | 2.02 | 8840 | 0.6441 |
937
+ | 0.543 | 2.03 | 8850 | 0.6453 |
938
+ | 0.5727 | 2.03 | 8860 | 0.6453 |
939
+ | 0.5533 | 2.03 | 8870 | 0.6442 |
940
+ | 0.554 | 2.03 | 8880 | 0.6436 |
941
+ | 0.5714 | 2.04 | 8890 | 0.6435 |
942
+ | 0.5798 | 2.04 | 8900 | 0.6439 |
943
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944
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945
+ | 0.546 | 2.04 | 8930 | 0.6442 |
946
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947
+ | 0.5866 | 2.05 | 8950 | 0.6445 |
948
+ | 0.5554 | 2.05 | 8960 | 0.6443 |
949
+ | 0.59 | 2.05 | 8970 | 0.6443 |
950
+ | 0.5604 | 2.06 | 8980 | 0.6447 |
951
+ | 0.5855 | 2.06 | 8990 | 0.6448 |
952
+ | 0.5781 | 2.06 | 9000 | 0.6446 |
953
+ | 0.5691 | 2.06 | 9010 | 0.6436 |
954
+ | 0.57 | 2.07 | 9020 | 0.6433 |
955
+ | 0.5632 | 2.07 | 9030 | 0.6443 |
956
+ | 0.5598 | 2.07 | 9040 | 0.6453 |
957
+ | 0.5861 | 2.07 | 9050 | 0.6446 |
958
+ | 0.5889 | 2.07 | 9060 | 0.6442 |
959
+ | 0.5241 | 2.08 | 9070 | 0.6444 |
960
+ | 0.5676 | 2.08 | 9080 | 0.6446 |
961
+ | 0.5678 | 2.08 | 9090 | 0.6452 |
962
+ | 0.5659 | 2.08 | 9100 | 0.6448 |
963
+ | 0.5505 | 2.09 | 9110 | 0.6444 |
964
+ | 0.5894 | 2.09 | 9120 | 0.6444 |
965
+ | 0.5657 | 2.09 | 9130 | 0.6448 |
966
+ | 0.5758 | 2.09 | 9140 | 0.6445 |
967
+ | 0.5521 | 2.1 | 9150 | 0.6442 |
968
+ | 0.5342 | 2.1 | 9160 | 0.6443 |
969
+ | 0.5896 | 2.1 | 9170 | 0.6444 |
970
+ | 0.59 | 2.1 | 9180 | 0.6442 |
971
+ | 0.5664 | 2.1 | 9190 | 0.6450 |
972
+ | 0.5842 | 2.11 | 9200 | 0.6453 |
973
+ | 0.5596 | 2.11 | 9210 | 0.6456 |
974
+ | 0.5759 | 2.11 | 9220 | 0.6455 |
975
+ | 0.567 | 2.11 | 9230 | 0.6447 |
976
+ | 0.5789 | 2.12 | 9240 | 0.6447 |
977
+ | 0.5808 | 2.12 | 9250 | 0.6451 |
978
+ | 0.5745 | 2.12 | 9260 | 0.6455 |
979
+ | 0.5924 | 2.12 | 9270 | 0.6459 |
980
+ | 0.5535 | 2.12 | 9280 | 0.6462 |
981
+ | 0.5752 | 2.13 | 9290 | 0.6464 |
982
+ | 0.5708 | 2.13 | 9300 | 0.6455 |
983
+ | 0.6152 | 2.13 | 9310 | 0.6442 |
984
+ | 0.5361 | 2.13 | 9320 | 0.6441 |
985
+ | 0.5896 | 2.14 | 9330 | 0.6448 |
986
+ | 0.5604 | 2.14 | 9340 | 0.6451 |
987
+ | 0.5745 | 2.14 | 9350 | 0.6450 |
988
+ | 0.5719 | 2.14 | 9360 | 0.6444 |
989
+ | 0.5615 | 2.15 | 9370 | 0.6443 |
990
+ | 0.5594 | 2.15 | 9380 | 0.6447 |
991
+ | 0.563 | 2.15 | 9390 | 0.6446 |
992
+ | 0.5677 | 2.15 | 9400 | 0.6444 |
993
+ | 0.5686 | 2.15 | 9410 | 0.6443 |
994
+ | 0.5938 | 2.16 | 9420 | 0.6441 |
995
+ | 0.557 | 2.16 | 9430 | 0.6438 |
996
+ | 0.5494 | 2.16 | 9440 | 0.6440 |
997
+ | 0.5712 | 2.16 | 9450 | 0.6446 |
998
+ | 0.5655 | 2.17 | 9460 | 0.6448 |
999
+ | 0.5686 | 2.17 | 9470 | 0.6450 |
1000
+ | 0.5545 | 2.17 | 9480 | 0.6451 |
1001
+ | 0.5665 | 2.17 | 9490 | 0.6447 |
1002
+ | 0.5681 | 2.18 | 9500 | 0.6445 |
1003
+ | 0.534 | 2.18 | 9510 | 0.6443 |
1004
+ | 0.5758 | 2.18 | 9520 | 0.6449 |
1005
+ | 0.5887 | 2.18 | 9530 | 0.6449 |
1006
+ | 0.5902 | 2.18 | 9540 | 0.6443 |
1007
+ | 0.5723 | 2.19 | 9550 | 0.6442 |
1008
+ | 0.5346 | 2.19 | 9560 | 0.6442 |
1009
+ | 0.5706 | 2.19 | 9570 | 0.6445 |
1010
+ | 0.563 | 2.19 | 9580 | 0.6450 |
1011
+ | 0.5705 | 2.2 | 9590 | 0.6452 |
1012
+ | 0.5654 | 2.2 | 9600 | 0.6455 |
1013
+ | 0.5672 | 2.2 | 9610 | 0.6452 |
1014
+ | 0.5696 | 2.2 | 9620 | 0.6446 |
1015
+ | 0.5523 | 2.2 | 9630 | 0.6442 |
1016
+ | 0.5658 | 2.21 | 9640 | 0.6441 |
1017
+ | 0.5605 | 2.21 | 9650 | 0.6441 |
1018
+ | 0.5744 | 2.21 | 9660 | 0.6441 |
1019
+ | 0.5622 | 2.21 | 9670 | 0.6444 |
1020
+ | 0.5785 | 2.22 | 9680 | 0.6447 |
1021
+ | 0.5385 | 2.22 | 9690 | 0.6446 |
1022
+ | 0.5532 | 2.22 | 9700 | 0.6446 |
1023
+ | 0.5858 | 2.22 | 9710 | 0.6447 |
1024
+ | 0.5835 | 2.23 | 9720 | 0.6443 |
1025
+ | 0.5891 | 2.23 | 9730 | 0.6445 |
1026
+ | 0.57 | 2.23 | 9740 | 0.6442 |
1027
+ | 0.5398 | 2.23 | 9750 | 0.6442 |
1028
+ | 0.5952 | 2.23 | 9760 | 0.6441 |
1029
+ | 0.5777 | 2.24 | 9770 | 0.6446 |
1030
+ | 0.5445 | 2.24 | 9780 | 0.6450 |
1031
+ | 0.5859 | 2.24 | 9790 | 0.6454 |
1032
+ | 0.5951 | 2.24 | 9800 | 0.6452 |
1033
+ | 0.5724 | 2.25 | 9810 | 0.6447 |
1034
+ | 0.5694 | 2.25 | 9820 | 0.6446 |
1035
+ | 0.5882 | 2.25 | 9830 | 0.6447 |
1036
+ | 0.5817 | 2.25 | 9840 | 0.6447 |
1037
+ | 0.5579 | 2.26 | 9850 | 0.6444 |
1038
+ | 0.5678 | 2.26 | 9860 | 0.6444 |
1039
+ | 0.5875 | 2.26 | 9870 | 0.6444 |
1040
+ | 0.563 | 2.26 | 9880 | 0.6447 |
1041
+ | 0.5372 | 2.26 | 9890 | 0.6444 |
1042
+ | 0.5994 | 2.27 | 9900 | 0.6444 |
1043
+ | 0.5691 | 2.27 | 9910 | 0.6448 |
1044
+ | 0.5811 | 2.27 | 9920 | 0.6446 |
1045
+ | 0.5685 | 2.27 | 9930 | 0.6446 |
1046
+ | 0.5658 | 2.28 | 9940 | 0.6447 |
1047
+ | 0.5415 | 2.28 | 9950 | 0.6448 |
1048
+ | 0.5851 | 2.28 | 9960 | 0.6444 |
1049
+ | 0.5586 | 2.28 | 9970 | 0.6438 |
1050
+ | 0.582 | 2.29 | 9980 | 0.6437 |
1051
+ | 0.5598 | 2.29 | 9990 | 0.6436 |
1052
+ | 0.5699 | 2.29 | 10000 | 0.6435 |
1053
+ | 0.5713 | 2.29 | 10010 | 0.6435 |
1054
+ | 0.5478 | 2.29 | 10020 | 0.6437 |
1055
+ | 0.5948 | 2.3 | 10030 | 0.6437 |
1056
+ | 0.5971 | 2.3 | 10040 | 0.6436 |
1057
+ | 0.5944 | 2.3 | 10050 | 0.6438 |
1058
+ | 0.5609 | 2.3 | 10060 | 0.6440 |
1059
+ | 0.5696 | 2.31 | 10070 | 0.6439 |
1060
+ | 0.572 | 2.31 | 10080 | 0.6436 |
1061
+ | 0.5768 | 2.31 | 10090 | 0.6438 |
1062
+ | 0.6039 | 2.31 | 10100 | 0.6438 |
1063
+ | 0.5595 | 2.31 | 10110 | 0.6435 |
1064
+ | 0.5769 | 2.32 | 10120 | 0.6435 |
1065
+ | 0.5816 | 2.32 | 10130 | 0.6432 |
1066
+ | 0.5785 | 2.32 | 10140 | 0.6431 |
1067
+ | 0.5445 | 2.32 | 10150 | 0.6430 |
1068
+ | 0.5724 | 2.33 | 10160 | 0.6434 |
1069
+ | 0.5726 | 2.33 | 10170 | 0.6439 |
1070
+ | 0.5384 | 2.33 | 10180 | 0.6439 |
1071
+ | 0.5853 | 2.33 | 10190 | 0.6436 |
1072
+ | 0.5827 | 2.34 | 10200 | 0.6432 |
1073
+ | 0.5608 | 2.34 | 10210 | 0.6431 |
1074
+ | 0.5531 | 2.34 | 10220 | 0.6432 |
1075
+ | 0.5507 | 2.34 | 10230 | 0.6434 |
1076
+ | 0.5717 | 2.34 | 10240 | 0.6432 |
1077
+ | 0.5939 | 2.35 | 10250 | 0.6433 |
1078
+ | 0.5585 | 2.35 | 10260 | 0.6435 |
1079
+ | 0.5784 | 2.35 | 10270 | 0.6438 |
1080
+ | 0.5463 | 2.35 | 10280 | 0.6438 |
1081
+ | 0.5808 | 2.36 | 10290 | 0.6437 |
1082
+ | 0.5688 | 2.36 | 10300 | 0.6432 |
1083
+ | 0.5587 | 2.36 | 10310 | 0.6432 |
1084
+ | 0.5492 | 2.36 | 10320 | 0.6432 |
1085
+ | 0.5715 | 2.37 | 10330 | 0.6430 |
1086
+ | 0.5828 | 2.37 | 10340 | 0.6428 |
1087
+ | 0.5913 | 2.37 | 10350 | 0.6430 |
1088
+ | 0.5512 | 2.37 | 10360 | 0.6435 |
1089
+ | 0.5624 | 2.37 | 10370 | 0.6437 |
1090
+ | 0.581 | 2.38 | 10380 | 0.6434 |
1091
+ | 0.5533 | 2.38 | 10390 | 0.6435 |
1092
+ | 0.584 | 2.38 | 10400 | 0.6438 |
1093
+ | 0.5961 | 2.38 | 10410 | 0.6439 |
1094
+ | 0.553 | 2.39 | 10420 | 0.6442 |
1095
+ | 0.5686 | 2.39 | 10430 | 0.6440 |
1096
+ | 0.5761 | 2.39 | 10440 | 0.6436 |
1097
+ | 0.597 | 2.39 | 10450 | 0.6434 |
1098
+ | 0.5329 | 2.39 | 10460 | 0.6432 |
1099
+ | 0.5829 | 2.4 | 10470 | 0.6430 |
1100
+ | 0.5829 | 2.4 | 10480 | 0.6428 |
1101
+ | 0.6036 | 2.4 | 10490 | 0.6426 |
1102
+ | 0.5619 | 2.4 | 10500 | 0.6424 |
1103
+ | 0.5709 | 2.41 | 10510 | 0.6426 |
1104
+ | 0.602 | 2.41 | 10520 | 0.6428 |
1105
+ | 0.5542 | 2.41 | 10530 | 0.6428 |
1106
+ | 0.5439 | 2.41 | 10540 | 0.6430 |
1107
+ | 0.5545 | 2.42 | 10550 | 0.6433 |
1108
+ | 0.5562 | 2.42 | 10560 | 0.6435 |
1109
+ | 0.5904 | 2.42 | 10570 | 0.6435 |
1110
+ | 0.5887 | 2.42 | 10580 | 0.6435 |
1111
+ | 0.5734 | 2.42 | 10590 | 0.6437 |
1112
+ | 0.5878 | 2.43 | 10600 | 0.6435 |
1113
+ | 0.5401 | 2.43 | 10610 | 0.6435 |
1114
+ | 0.607 | 2.43 | 10620 | 0.6433 |
1115
+ | 0.5735 | 2.43 | 10630 | 0.6432 |
1116
+ | 0.5609 | 2.44 | 10640 | 0.6436 |
1117
+ | 0.5807 | 2.44 | 10650 | 0.6436 |
1118
+ | 0.5746 | 2.44 | 10660 | 0.6438 |
1119
+ | 0.574 | 2.44 | 10670 | 0.6438 |
1120
+ | 0.6085 | 2.45 | 10680 | 0.6438 |
1121
+ | 0.5462 | 2.45 | 10690 | 0.6439 |
1122
+ | 0.5841 | 2.45 | 10700 | 0.6438 |
1123
+ | 0.5589 | 2.45 | 10710 | 0.6436 |
1124
+ | 0.565 | 2.45 | 10720 | 0.6434 |
1125
+ | 0.5687 | 2.46 | 10730 | 0.6434 |
1126
+ | 0.5341 | 2.46 | 10740 | 0.6434 |
1127
+ | 0.5629 | 2.46 | 10750 | 0.6437 |
1128
+ | 0.5942 | 2.46 | 10760 | 0.6440 |
1129
+ | 0.5586 | 2.47 | 10770 | 0.6438 |
1130
+ | 0.5961 | 2.47 | 10780 | 0.6438 |
1131
+ | 0.5789 | 2.47 | 10790 | 0.6438 |
1132
+ | 0.5351 | 2.47 | 10800 | 0.6439 |
1133
+ | 0.5817 | 2.48 | 10810 | 0.6438 |
1134
+ | 0.566 | 2.48 | 10820 | 0.6437 |
1135
+ | 0.595 | 2.48 | 10830 | 0.6436 |
1136
+ | 0.5824 | 2.48 | 10840 | 0.6435 |
1137
+ | 0.5624 | 2.48 | 10850 | 0.6434 |
1138
+ | 0.5507 | 2.49 | 10860 | 0.6435 |
1139
+ | 0.5674 | 2.49 | 10870 | 0.6435 |
1140
+ | 0.5611 | 2.49 | 10880 | 0.6434 |
1141
+ | 0.5742 | 2.49 | 10890 | 0.6433 |
1142
+ | 0.5708 | 2.5 | 10900 | 0.6431 |
1143
+ | 0.5608 | 2.5 | 10910 | 0.6431 |
1144
+ | 0.5685 | 2.5 | 10920 | 0.6433 |
1145
+ | 0.562 | 2.5 | 10930 | 0.6433 |
1146
+ | 0.5633 | 2.5 | 10940 | 0.6435 |
1147
+ | 0.5921 | 2.51 | 10950 | 0.6434 |
1148
+ | 0.5591 | 2.51 | 10960 | 0.6435 |
1149
+ | 0.5753 | 2.51 | 10970 | 0.6436 |
1150
+ | 0.5704 | 2.51 | 10980 | 0.6439 |
1151
+ | 0.5706 | 2.52 | 10990 | 0.6437 |
1152
+ | 0.5757 | 2.52 | 11000 | 0.6437 |
1153
+ | 0.5975 | 2.52 | 11010 | 0.6434 |
1154
+ | 0.5861 | 2.52 | 11020 | 0.6431 |
1155
+ | 0.5479 | 2.53 | 11030 | 0.6430 |
1156
+ | 0.5852 | 2.53 | 11040 | 0.6429 |
1157
+ | 0.5787 | 2.53 | 11050 | 0.6429 |
1158
+ | 0.5901 | 2.53 | 11060 | 0.6428 |
1159
+ | 0.5783 | 2.53 | 11070 | 0.6428 |
1160
+ | 0.5702 | 2.54 | 11080 | 0.6429 |
1161
+ | 0.5916 | 2.54 | 11090 | 0.6430 |
1162
+ | 0.5806 | 2.54 | 11100 | 0.6430 |
1163
+ | 0.5676 | 2.54 | 11110 | 0.6430 |
1164
+ | 0.5769 | 2.55 | 11120 | 0.6431 |
1165
+ | 0.5972 | 2.55 | 11130 | 0.6431 |
1166
+ | 0.5971 | 2.55 | 11140 | 0.6431 |
1167
+ | 0.5804 | 2.55 | 11150 | 0.6430 |
1168
+ | 0.575 | 2.56 | 11160 | 0.6429 |
1169
+ | 0.563 | 2.56 | 11170 | 0.6428 |
1170
+ | 0.5881 | 2.56 | 11180 | 0.6429 |
1171
+ | 0.5887 | 2.56 | 11190 | 0.6429 |
1172
+ | 0.5571 | 2.56 | 11200 | 0.6429 |
1173
+ | 0.5626 | 2.57 | 11210 | 0.6431 |
1174
+ | 0.5801 | 2.57 | 11220 | 0.6430 |
1175
+ | 0.569 | 2.57 | 11230 | 0.6431 |
1176
+ | 0.5879 | 2.57 | 11240 | 0.6430 |
1177
+ | 0.5612 | 2.58 | 11250 | 0.6430 |
1178
+ | 0.5715 | 2.58 | 11260 | 0.6431 |
1179
+ | 0.5805 | 2.58 | 11270 | 0.6431 |
1180
+ | 0.584 | 2.58 | 11280 | 0.6430 |
1181
+ | 0.597 | 2.59 | 11290 | 0.6428 |
1182
+ | 0.5317 | 2.59 | 11300 | 0.6428 |
1183
+ | 0.5421 | 2.59 | 11310 | 0.6427 |
1184
+ | 0.5671 | 2.59 | 11320 | 0.6428 |
1185
+ | 0.5688 | 2.59 | 11330 | 0.6428 |
1186
+ | 0.5612 | 2.6 | 11340 | 0.6427 |
1187
+ | 0.5738 | 2.6 | 11350 | 0.6427 |
1188
+ | 0.562 | 2.6 | 11360 | 0.6427 |
1189
+ | 0.5841 | 2.6 | 11370 | 0.6427 |
1190
+ | 0.58 | 2.61 | 11380 | 0.6427 |
1191
+ | 0.561 | 2.61 | 11390 | 0.6428 |
1192
+ | 0.5885 | 2.61 | 11400 | 0.6429 |
1193
+ | 0.5591 | 2.61 | 11410 | 0.6430 |
1194
+ | 0.5879 | 2.61 | 11420 | 0.6430 |
1195
+ | 0.5757 | 2.62 | 11430 | 0.6430 |
1196
+ | 0.5561 | 2.62 | 11440 | 0.6430 |
1197
+ | 0.552 | 2.62 | 11450 | 0.6431 |
1198
+ | 0.6037 | 2.62 | 11460 | 0.6432 |
1199
+ | 0.5723 | 2.63 | 11470 | 0.6431 |
1200
+ | 0.5618 | 2.63 | 11480 | 0.6432 |
1201
+ | 0.5831 | 2.63 | 11490 | 0.6432 |
1202
+ | 0.5784 | 2.63 | 11500 | 0.6431 |
1203
+ | 0.5728 | 2.64 | 11510 | 0.6430 |
1204
+ | 0.5661 | 2.64 | 11520 | 0.6430 |
1205
+ | 0.5358 | 2.64 | 11530 | 0.6430 |
1206
+ | 0.5671 | 2.64 | 11540 | 0.6429 |
1207
+ | 0.5529 | 2.64 | 11550 | 0.6430 |
1208
+ | 0.5483 | 2.65 | 11560 | 0.6430 |
1209
+ | 0.5486 | 2.65 | 11570 | 0.6430 |
1210
+ | 0.5884 | 2.65 | 11580 | 0.6431 |
1211
+ | 0.5795 | 2.65 | 11590 | 0.6431 |
1212
+ | 0.5429 | 2.66 | 11600 | 0.6432 |
1213
+ | 0.5813 | 2.66 | 11610 | 0.6432 |
1214
+ | 0.5568 | 2.66 | 11620 | 0.6431 |
1215
+ | 0.5543 | 2.66 | 11630 | 0.6431 |
1216
+ | 0.5708 | 2.67 | 11640 | 0.6432 |
1217
+ | 0.5734 | 2.67 | 11650 | 0.6432 |
1218
+ | 0.5944 | 2.67 | 11660 | 0.6431 |
1219
+ | 0.5775 | 2.67 | 11670 | 0.6430 |
1220
+ | 0.5713 | 2.67 | 11680 | 0.6430 |
1221
+ | 0.5647 | 2.68 | 11690 | 0.6430 |
1222
+ | 0.5909 | 2.68 | 11700 | 0.6430 |
1223
+ | 0.5892 | 2.68 | 11710 | 0.6430 |
1224
+ | 0.5449 | 2.68 | 11720 | 0.6429 |
1225
+ | 0.5601 | 2.69 | 11730 | 0.6429 |
1226
+ | 0.5734 | 2.69 | 11740 | 0.6429 |
1227
+ | 0.5615 | 2.69 | 11750 | 0.6428 |
1228
+ | 0.5609 | 2.69 | 11760 | 0.6428 |
1229
+ | 0.553 | 2.69 | 11770 | 0.6428 |
1230
+ | 0.5647 | 2.7 | 11780 | 0.6429 |
1231
+ | 0.5704 | 2.7 | 11790 | 0.6429 |
1232
+ | 0.5362 | 2.7 | 11800 | 0.6428 |
1233
+ | 0.5891 | 2.7 | 11810 | 0.6429 |
1234
+ | 0.5427 | 2.71 | 11820 | 0.6429 |
1235
+ | 0.5563 | 2.71 | 11830 | 0.6431 |
1236
+ | 0.599 | 2.71 | 11840 | 0.6430 |
1237
+ | 0.5493 | 2.71 | 11850 | 0.6429 |
1238
+ | 0.5187 | 2.72 | 11860 | 0.6428 |
1239
+ | 0.5712 | 2.72 | 11870 | 0.6427 |
1240
+ | 0.562 | 2.72 | 11880 | 0.6427 |
1241
+ | 0.5919 | 2.72 | 11890 | 0.6427 |
1242
+ | 0.5836 | 2.72 | 11900 | 0.6428 |
1243
+ | 0.559 | 2.73 | 11910 | 0.6427 |
1244
+ | 0.5282 | 2.73 | 11920 | 0.6427 |
1245
+ | 0.5914 | 2.73 | 11930 | 0.6426 |
1246
+ | 0.5628 | 2.73 | 11940 | 0.6426 |
1247
+ | 0.5999 | 2.74 | 11950 | 0.6426 |
1248
+ | 0.5511 | 2.74 | 11960 | 0.6425 |
1249
+ | 0.5873 | 2.74 | 11970 | 0.6425 |
1250
+ | 0.5729 | 2.74 | 11980 | 0.6425 |
1251
+ | 0.5769 | 2.75 | 11990 | 0.6426 |
1252
+ | 0.5936 | 2.75 | 12000 | 0.6426 |
1253
+ | 0.5951 | 2.75 | 12010 | 0.6427 |
1254
+ | 0.5587 | 2.75 | 12020 | 0.6427 |
1255
+ | 0.5568 | 2.75 | 12030 | 0.6427 |
1256
+ | 0.5821 | 2.76 | 12040 | 0.6427 |
1257
+ | 0.562 | 2.76 | 12050 | 0.6426 |
1258
+ | 0.5888 | 2.76 | 12060 | 0.6426 |
1259
+ | 0.58 | 2.76 | 12070 | 0.6427 |
1260
+ | 0.5899 | 2.77 | 12080 | 0.6426 |
1261
+ | 0.5808 | 2.77 | 12090 | 0.6426 |
1262
+ | 0.5765 | 2.77 | 12100 | 0.6426 |
1263
+ | 0.5392 | 2.77 | 12110 | 0.6426 |
1264
+ | 0.5793 | 2.78 | 12120 | 0.6426 |
1265
+ | 0.5554 | 2.78 | 12130 | 0.6426 |
1266
+ | 0.5913 | 2.78 | 12140 | 0.6427 |
1267
+ | 0.5719 | 2.78 | 12150 | 0.6426 |
1268
+ | 0.5836 | 2.78 | 12160 | 0.6427 |
1269
+ | 0.5605 | 2.79 | 12170 | 0.6427 |
1270
+ | 0.5577 | 2.79 | 12180 | 0.6426 |
1271
+ | 0.5821 | 2.79 | 12190 | 0.6427 |
1272
+ | 0.6037 | 2.79 | 12200 | 0.6427 |
1273
+ | 0.5391 | 2.8 | 12210 | 0.6427 |
1274
+ | 0.5747 | 2.8 | 12220 | 0.6427 |
1275
+ | 0.5622 | 2.8 | 12230 | 0.6427 |
1276
+ | 0.5802 | 2.8 | 12240 | 0.6426 |
1277
+ | 0.5714 | 2.8 | 12250 | 0.6425 |
1278
+ | 0.5595 | 2.81 | 12260 | 0.6426 |
1279
+ | 0.5714 | 2.81 | 12270 | 0.6425 |
1280
+ | 0.5769 | 2.81 | 12280 | 0.6425 |
1281
+ | 0.5452 | 2.81 | 12290 | 0.6425 |
1282
+ | 0.5591 | 2.82 | 12300 | 0.6425 |
1283
+ | 0.5653 | 2.82 | 12310 | 0.6425 |
1284
+ | 0.5681 | 2.82 | 12320 | 0.6425 |
1285
+ | 0.5746 | 2.82 | 12330 | 0.6425 |
1286
+ | 0.5564 | 2.83 | 12340 | 0.6425 |
1287
+ | 0.5899 | 2.83 | 12350 | 0.6425 |
1288
+ | 0.6307 | 2.83 | 12360 | 0.6426 |
1289
+ | 0.5814 | 2.83 | 12370 | 0.6425 |
1290
+ | 0.5749 | 2.83 | 12380 | 0.6425 |
1291
+ | 0.5803 | 2.84 | 12390 | 0.6425 |
1292
+ | 0.5737 | 2.84 | 12400 | 0.6425 |
1293
+ | 0.5552 | 2.84 | 12410 | 0.6425 |
1294
+ | 0.5728 | 2.84 | 12420 | 0.6425 |
1295
+ | 0.5793 | 2.85 | 12430 | 0.6424 |
1296
+ | 0.587 | 2.85 | 12440 | 0.6425 |
1297
+ | 0.5227 | 2.85 | 12450 | 0.6424 |
1298
+ | 0.5618 | 2.85 | 12460 | 0.6424 |
1299
+ | 0.5659 | 2.86 | 12470 | 0.6424 |
1300
+ | 0.5619 | 2.86 | 12480 | 0.6424 |
1301
+ | 0.5526 | 2.86 | 12490 | 0.6424 |
1302
+ | 0.5772 | 2.86 | 12500 | 0.6425 |
1303
+ | 0.5697 | 2.86 | 12510 | 0.6424 |
1304
+ | 0.5752 | 2.87 | 12520 | 0.6425 |
1305
+ | 0.5798 | 2.87 | 12530 | 0.6425 |
1306
+ | 0.5817 | 2.87 | 12540 | 0.6425 |
1307
+ | 0.5639 | 2.87 | 12550 | 0.6425 |
1308
+ | 0.5699 | 2.88 | 12560 | 0.6425 |
1309
+ | 0.5697 | 2.88 | 12570 | 0.6425 |
1310
+ | 0.5779 | 2.88 | 12580 | 0.6425 |
1311
+ | 0.5494 | 2.88 | 12590 | 0.6425 |
1312
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1324
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1339
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1340
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+ | 0.5441 | 3.0 | 13090 | 0.6424 |
1362
+ | 0.5816 | 3.0 | 13100 | 0.6424 |
1363
+
1364
+
1365
+ ### Framework versions
1366
+
1367
+ - Transformers 4.36.0.dev0
1368
+ - Pytorch 2.1.2+cu121
1369
+ - Datasets 2.14.6
1370
+ - Tokenizers 0.14.1
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