Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k14_task3_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
MayBashendy commited on
Commit
5521521
·
verified ·
1 Parent(s): bffa948

End of training

Browse files
Files changed (1) hide show
  1. README.md +499 -478
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k13_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
- # ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k13_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.8431
19
- - Qwk: -0.1259
20
- - Mse: 0.8431
21
- - Rmse: 0.9182
22
 
23
  ## Model description
24
 
@@ -49,478 +49,499 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0556 | 2 | 3.5838 | -0.0152 | 3.5838 | 1.8931 |
53
- | No log | 0.1111 | 4 | 1.7262 | 0.0737 | 1.7262 | 1.3139 |
54
- | No log | 0.1667 | 6 | 1.2930 | 0.0047 | 1.2930 | 1.1371 |
55
- | No log | 0.2222 | 8 | 0.9922 | -0.0949 | 0.9922 | 0.9961 |
56
- | No log | 0.2778 | 10 | 0.7682 | 0.0296 | 0.7682 | 0.8765 |
57
- | No log | 0.3333 | 12 | 0.8396 | 0.0748 | 0.8396 | 0.9163 |
58
- | No log | 0.3889 | 14 | 1.1846 | 0.0032 | 1.1846 | 1.0884 |
59
- | No log | 0.4444 | 16 | 1.0357 | -0.0468 | 1.0357 | 1.0177 |
60
- | No log | 0.5 | 18 | 0.8700 | -0.0558 | 0.8700 | 0.9327 |
61
- | No log | 0.5556 | 20 | 0.9165 | -0.0686 | 0.9165 | 0.9573 |
62
- | No log | 0.6111 | 22 | 0.9608 | -0.0736 | 0.9608 | 0.9802 |
63
- | No log | 0.6667 | 24 | 0.9313 | -0.0695 | 0.9313 | 0.9651 |
64
- | No log | 0.7222 | 26 | 1.1409 | 0.0 | 1.1409 | 1.0681 |
65
- | No log | 0.7778 | 28 | 1.3036 | 0.0 | 1.3036 | 1.1417 |
66
- | No log | 0.8333 | 30 | 1.2609 | 0.0 | 1.2609 | 1.1229 |
67
- | No log | 0.8889 | 32 | 1.1273 | 0.0100 | 1.1273 | 1.0618 |
68
- | No log | 0.9444 | 34 | 0.8945 | -0.2899 | 0.8945 | 0.9458 |
69
- | No log | 1.0 | 36 | 0.7561 | -0.1220 | 0.7561 | 0.8695 |
70
- | No log | 1.0556 | 38 | 0.7864 | 0.0460 | 0.7864 | 0.8868 |
71
- | No log | 1.1111 | 40 | 1.0000 | -0.0345 | 1.0000 | 1.0000 |
72
- | No log | 1.1667 | 42 | 1.2349 | -0.0497 | 1.2349 | 1.1113 |
73
- | No log | 1.2222 | 44 | 0.9615 | -0.0628 | 0.9615 | 0.9806 |
74
- | No log | 1.2778 | 46 | 0.9134 | -0.0894 | 0.9134 | 0.9557 |
75
- | No log | 1.3333 | 48 | 0.8918 | 0.0456 | 0.8918 | 0.9443 |
76
- | No log | 1.3889 | 50 | 0.8198 | 0.0355 | 0.8198 | 0.9054 |
77
- | No log | 1.4444 | 52 | 0.9013 | -0.1209 | 0.9013 | 0.9494 |
78
- | No log | 1.5 | 54 | 0.9807 | -0.1234 | 0.9807 | 0.9903 |
79
- | No log | 1.5556 | 56 | 0.9301 | -0.0545 | 0.9301 | 0.9644 |
80
- | No log | 1.6111 | 58 | 1.1468 | -0.0638 | 1.1468 | 1.0709 |
81
- | No log | 1.6667 | 60 | 1.3892 | -0.0174 | 1.3892 | 1.1786 |
82
- | No log | 1.7222 | 62 | 0.9736 | -0.0163 | 0.9736 | 0.9867 |
83
- | No log | 1.7778 | 64 | 0.7951 | -0.1001 | 0.7951 | 0.8917 |
84
- | No log | 1.8333 | 66 | 0.8372 | -0.1040 | 0.8372 | 0.9150 |
85
- | No log | 1.8889 | 68 | 1.1011 | -0.1843 | 1.1011 | 1.0493 |
86
- | No log | 1.9444 | 70 | 1.0629 | -0.1525 | 1.0629 | 1.0310 |
87
- | No log | 2.0 | 72 | 1.0063 | -0.0778 | 1.0063 | 1.0031 |
88
- | No log | 2.0556 | 74 | 0.8896 | -0.2022 | 0.8896 | 0.9432 |
89
- | No log | 2.1111 | 76 | 0.9076 | -0.1524 | 0.9076 | 0.9527 |
90
- | No log | 2.1667 | 78 | 1.0187 | -0.1088 | 1.0187 | 1.0093 |
91
- | No log | 2.2222 | 80 | 1.0038 | -0.1072 | 1.0038 | 1.0019 |
92
- | No log | 2.2778 | 82 | 1.2050 | -0.1194 | 1.2050 | 1.0977 |
93
- | No log | 2.3333 | 84 | 1.0165 | -0.1408 | 1.0165 | 1.0082 |
94
- | No log | 2.3889 | 86 | 1.0901 | -0.0096 | 1.0901 | 1.0441 |
95
- | No log | 2.4444 | 88 | 1.0698 | -0.0409 | 1.0698 | 1.0343 |
96
- | No log | 2.5 | 90 | 1.0707 | -0.0409 | 1.0707 | 1.0348 |
97
- | No log | 2.5556 | 92 | 1.1748 | -0.1869 | 1.1748 | 1.0839 |
98
- | No log | 2.6111 | 94 | 1.0766 | -0.1974 | 1.0766 | 1.0376 |
99
- | No log | 2.6667 | 96 | 0.9602 | -0.1251 | 0.9602 | 0.9799 |
100
- | No log | 2.7222 | 98 | 0.9190 | -0.0543 | 0.9190 | 0.9586 |
101
- | No log | 2.7778 | 100 | 0.9084 | -0.1246 | 0.9084 | 0.9531 |
102
- | No log | 2.8333 | 102 | 1.0359 | -0.0518 | 1.0359 | 1.0178 |
103
- | No log | 2.8889 | 104 | 1.0244 | -0.0490 | 1.0244 | 1.0121 |
104
- | No log | 2.9444 | 106 | 0.8780 | -0.0287 | 0.8780 | 0.9370 |
105
- | No log | 3.0 | 108 | 0.8434 | 0.0355 | 0.8434 | 0.9184 |
106
- | No log | 3.0556 | 110 | 0.9008 | -0.0309 | 0.9008 | 0.9491 |
107
- | No log | 3.1111 | 112 | 0.8959 | -0.0240 | 0.8959 | 0.9465 |
108
- | No log | 3.1667 | 114 | 0.8938 | -0.0240 | 0.8938 | 0.9454 |
109
- | No log | 3.2222 | 116 | 0.8622 | 0.0874 | 0.8622 | 0.9286 |
110
- | No log | 3.2778 | 118 | 0.8645 | -0.0488 | 0.8645 | 0.9298 |
111
- | No log | 3.3333 | 120 | 0.9273 | -0.0812 | 0.9273 | 0.9630 |
112
- | No log | 3.3889 | 122 | 1.0003 | -0.0823 | 1.0003 | 1.0002 |
113
- | No log | 3.4444 | 124 | 1.0715 | -0.0833 | 1.0715 | 1.0351 |
114
- | No log | 3.5 | 126 | 1.1192 | -0.1263 | 1.1192 | 1.0579 |
115
- | No log | 3.5556 | 128 | 0.9737 | -0.1334 | 0.9737 | 0.9867 |
116
- | No log | 3.6111 | 130 | 0.9552 | -0.2030 | 0.9552 | 0.9773 |
117
- | No log | 3.6667 | 132 | 1.0354 | -0.0425 | 1.0354 | 1.0175 |
118
- | No log | 3.7222 | 134 | 0.9680 | 0.0303 | 0.9680 | 0.9839 |
119
- | No log | 3.7778 | 136 | 1.0149 | -0.1579 | 1.0149 | 1.0074 |
120
- | No log | 3.8333 | 138 | 1.0235 | -0.1734 | 1.0235 | 1.0117 |
121
- | No log | 3.8889 | 140 | 1.0540 | -0.1931 | 1.0540 | 1.0266 |
122
- | No log | 3.9444 | 142 | 1.0604 | -0.1307 | 1.0604 | 1.0298 |
123
- | No log | 4.0 | 144 | 1.1788 | -0.1340 | 1.1788 | 1.0857 |
124
- | No log | 4.0556 | 146 | 1.0368 | -0.1355 | 1.0368 | 1.0182 |
125
- | No log | 4.1111 | 148 | 1.2584 | -0.0390 | 1.2584 | 1.1218 |
126
- | No log | 4.1667 | 150 | 1.2271 | -0.0478 | 1.2271 | 1.1077 |
127
- | No log | 4.2222 | 152 | 1.1465 | 0.0293 | 1.1465 | 1.0707 |
128
- | No log | 4.2778 | 154 | 0.8422 | -0.1270 | 0.8422 | 0.9177 |
129
- | No log | 4.3333 | 156 | 1.2524 | 0.0006 | 1.2524 | 1.1191 |
130
- | No log | 4.3889 | 158 | 2.0217 | 0.0677 | 2.0217 | 1.4219 |
131
- | No log | 4.4444 | 160 | 1.8273 | 0.0389 | 1.8273 | 1.3518 |
132
- | No log | 4.5 | 162 | 1.1137 | -0.0253 | 1.1137 | 1.0553 |
133
- | No log | 4.5556 | 164 | 0.7584 | 0.0909 | 0.7584 | 0.8709 |
134
- | No log | 4.6111 | 166 | 0.7648 | -0.0551 | 0.7648 | 0.8745 |
135
- | No log | 4.6667 | 168 | 0.7649 | -0.1010 | 0.7649 | 0.8746 |
136
- | No log | 4.7222 | 170 | 0.8174 | -0.0660 | 0.8174 | 0.9041 |
137
- | No log | 4.7778 | 172 | 0.9299 | -0.1259 | 0.9299 | 0.9643 |
138
- | No log | 4.8333 | 174 | 0.8817 | 0.0123 | 0.8817 | 0.9390 |
139
- | No log | 4.8889 | 176 | 0.8751 | 0.0639 | 0.8751 | 0.9355 |
140
- | No log | 4.9444 | 178 | 0.8571 | 0.1030 | 0.8571 | 0.9258 |
141
- | No log | 5.0 | 180 | 0.8657 | 0.0376 | 0.8657 | 0.9304 |
142
- | No log | 5.0556 | 182 | 0.9279 | -0.1265 | 0.9279 | 0.9633 |
143
- | No log | 5.1111 | 184 | 0.8611 | 0.0549 | 0.8611 | 0.9279 |
144
- | No log | 5.1667 | 186 | 0.8297 | -0.0248 | 0.8297 | 0.9109 |
145
- | No log | 5.2222 | 188 | 0.7981 | 0.0674 | 0.7981 | 0.8934 |
146
- | No log | 5.2778 | 190 | 0.7767 | 0.1379 | 0.7767 | 0.8813 |
147
- | No log | 5.3333 | 192 | 0.9749 | -0.0909 | 0.9749 | 0.9874 |
148
- | No log | 5.3889 | 194 | 0.9679 | -0.0909 | 0.9679 | 0.9838 |
149
- | No log | 5.4444 | 196 | 0.8139 | 0.1148 | 0.8139 | 0.9022 |
150
- | No log | 5.5 | 198 | 0.8415 | -0.0724 | 0.8415 | 0.9173 |
151
- | No log | 5.5556 | 200 | 0.9115 | -0.1354 | 0.9115 | 0.9547 |
152
- | No log | 5.6111 | 202 | 0.8682 | -0.0214 | 0.8682 | 0.9318 |
153
- | No log | 5.6667 | 204 | 0.8405 | 0.0341 | 0.8405 | 0.9168 |
154
- | No log | 5.7222 | 206 | 0.8211 | 0.0247 | 0.8211 | 0.9061 |
155
- | No log | 5.7778 | 208 | 0.7626 | -0.0571 | 0.7626 | 0.8733 |
156
- | No log | 5.8333 | 210 | 0.7527 | -0.0499 | 0.7527 | 0.8676 |
157
- | No log | 5.8889 | 212 | 0.7411 | -0.0035 | 0.7411 | 0.8608 |
158
- | No log | 5.9444 | 214 | 0.7965 | 0.0296 | 0.7965 | 0.8925 |
159
- | No log | 6.0 | 216 | 0.8331 | 0.0296 | 0.8331 | 0.9128 |
160
- | No log | 6.0556 | 218 | 0.8474 | -0.0179 | 0.8474 | 0.9206 |
161
- | No log | 6.1111 | 220 | 0.9066 | -0.1194 | 0.9066 | 0.9521 |
162
- | No log | 6.1667 | 222 | 1.1476 | -0.1277 | 1.1476 | 1.0713 |
163
- | No log | 6.2222 | 224 | 1.1140 | -0.1628 | 1.1140 | 1.0555 |
164
- | No log | 6.2778 | 226 | 0.8640 | -0.0643 | 0.8640 | 0.9295 |
165
- | No log | 6.3333 | 228 | 0.8601 | -0.0354 | 0.8601 | 0.9274 |
166
- | No log | 6.3889 | 230 | 0.8639 | -0.1270 | 0.8639 | 0.9294 |
167
- | No log | 6.4444 | 232 | 0.8667 | -0.1331 | 0.8667 | 0.9310 |
168
- | No log | 6.5 | 234 | 0.8549 | -0.1331 | 0.8549 | 0.9246 |
169
- | No log | 6.5556 | 236 | 0.8755 | 0.0159 | 0.8755 | 0.9357 |
170
- | No log | 6.6111 | 238 | 1.1305 | -0.0916 | 1.1305 | 1.0632 |
171
- | No log | 6.6667 | 240 | 1.0822 | -0.0909 | 1.0822 | 1.0403 |
172
- | No log | 6.7222 | 242 | 0.8727 | -0.0812 | 0.8727 | 0.9342 |
173
- | No log | 6.7778 | 244 | 0.8113 | -0.0065 | 0.8113 | 0.9007 |
174
- | No log | 6.8333 | 246 | 0.8050 | -0.0428 | 0.8050 | 0.8972 |
175
- | No log | 6.8889 | 248 | 0.7924 | 0.0436 | 0.7924 | 0.8902 |
176
- | No log | 6.9444 | 250 | 0.8812 | -0.0033 | 0.8812 | 0.9387 |
177
- | No log | 7.0 | 252 | 1.0259 | -0.0571 | 1.0259 | 1.0129 |
178
- | No log | 7.0556 | 254 | 0.9149 | -0.0033 | 0.9149 | 0.9565 |
179
- | No log | 7.1111 | 256 | 0.8530 | 0.0518 | 0.8530 | 0.9236 |
180
- | No log | 7.1667 | 258 | 0.9737 | -0.0976 | 0.9737 | 0.9868 |
181
- | No log | 7.2222 | 260 | 1.0146 | -0.0936 | 1.0146 | 1.0073 |
182
- | No log | 7.2778 | 262 | 0.9428 | -0.0816 | 0.9428 | 0.9710 |
183
- | No log | 7.3333 | 264 | 0.9978 | 0.0392 | 0.9978 | 0.9989 |
184
- | No log | 7.3889 | 266 | 0.9465 | -0.0251 | 0.9465 | 0.9729 |
185
- | No log | 7.4444 | 268 | 1.0007 | -0.1524 | 1.0007 | 1.0004 |
186
- | No log | 7.5 | 270 | 1.0575 | -0.0476 | 1.0575 | 1.0283 |
187
- | No log | 7.5556 | 272 | 0.8960 | -0.0217 | 0.8960 | 0.9466 |
188
- | No log | 7.6111 | 274 | 1.0218 | -0.1273 | 1.0218 | 1.0108 |
189
- | No log | 7.6667 | 276 | 1.3092 | -0.0372 | 1.3092 | 1.1442 |
190
- | No log | 7.7222 | 278 | 1.1543 | -0.1278 | 1.1543 | 1.0744 |
191
- | No log | 7.7778 | 280 | 0.8498 | -0.0801 | 0.8498 | 0.9218 |
192
- | No log | 7.8333 | 282 | 0.7946 | -0.0160 | 0.7946 | 0.8914 |
193
- | No log | 7.8889 | 284 | 0.8107 | 0.0 | 0.8107 | 0.9004 |
194
- | No log | 7.9444 | 286 | 0.8492 | 0.0141 | 0.8492 | 0.9215 |
195
- | No log | 8.0 | 288 | 0.8566 | 0.0543 | 0.8566 | 0.9255 |
196
- | No log | 8.0556 | 290 | 0.8838 | -0.1249 | 0.8838 | 0.9401 |
197
- | No log | 8.1111 | 292 | 0.9208 | -0.0812 | 0.9208 | 0.9596 |
198
- | No log | 8.1667 | 294 | 0.9911 | -0.1267 | 0.9911 | 0.9955 |
199
- | No log | 8.2222 | 296 | 0.8994 | -0.0812 | 0.8994 | 0.9484 |
200
- | No log | 8.2778 | 298 | 0.8535 | -0.0059 | 0.8535 | 0.9238 |
201
- | No log | 8.3333 | 300 | 0.8881 | -0.0821 | 0.8881 | 0.9424 |
202
- | No log | 8.3889 | 302 | 0.9196 | 0.0175 | 0.9196 | 0.9589 |
203
- | No log | 8.4444 | 304 | 1.1196 | -0.1271 | 1.1196 | 1.0581 |
204
- | No log | 8.5 | 306 | 1.3605 | -0.1246 | 1.3605 | 1.1664 |
205
- | No log | 8.5556 | 308 | 1.3491 | -0.1545 | 1.3491 | 1.1615 |
206
- | No log | 8.6111 | 310 | 1.0715 | -0.0894 | 1.0715 | 1.0351 |
207
- | No log | 8.6667 | 312 | 0.8698 | 0.0056 | 0.8698 | 0.9326 |
208
- | No log | 8.7222 | 314 | 0.9343 | -0.1587 | 0.9343 | 0.9666 |
209
- | No log | 8.7778 | 316 | 0.8632 | -0.1592 | 0.8632 | 0.9291 |
210
- | No log | 8.8333 | 318 | 0.8937 | 0.0476 | 0.8937 | 0.9453 |
211
- | No log | 8.8889 | 320 | 1.1096 | -0.0943 | 1.1096 | 1.0534 |
212
- | No log | 8.9444 | 322 | 1.0491 | -0.1277 | 1.0491 | 1.0243 |
213
- | No log | 9.0 | 324 | 0.9058 | -0.0008 | 0.9058 | 0.9517 |
214
- | No log | 9.0556 | 326 | 0.8754 | 0.0226 | 0.8754 | 0.9356 |
215
- | No log | 9.1111 | 328 | 0.9317 | -0.0230 | 0.9317 | 0.9653 |
216
- | No log | 9.1667 | 330 | 0.9935 | 0.0490 | 0.9935 | 0.9968 |
217
- | No log | 9.2222 | 332 | 1.0321 | -0.0391 | 1.0321 | 1.0159 |
218
- | No log | 9.2778 | 334 | 1.0192 | -0.0757 | 1.0192 | 1.0095 |
219
- | No log | 9.3333 | 336 | 0.9527 | -0.0541 | 0.9527 | 0.9761 |
220
- | No log | 9.3889 | 338 | 0.9370 | -0.0578 | 0.9370 | 0.9680 |
221
- | No log | 9.4444 | 340 | 0.9537 | -0.0408 | 0.9537 | 0.9766 |
222
- | No log | 9.5 | 342 | 1.0129 | -0.1270 | 1.0129 | 1.0064 |
223
- | No log | 9.5556 | 344 | 0.9760 | -0.1270 | 0.9760 | 0.9879 |
224
- | No log | 9.6111 | 346 | 0.9053 | 0.0152 | 0.9053 | 0.9515 |
225
- | No log | 9.6667 | 348 | 0.9769 | -0.0473 | 0.9769 | 0.9884 |
226
- | No log | 9.7222 | 350 | 1.0238 | -0.1828 | 1.0238 | 1.0118 |
227
- | No log | 9.7778 | 352 | 1.0269 | -0.0970 | 1.0269 | 1.0134 |
228
- | No log | 9.8333 | 354 | 1.0638 | -0.2107 | 1.0638 | 1.0314 |
229
- | No log | 9.8889 | 356 | 1.0247 | -0.1032 | 1.0247 | 1.0123 |
230
- | No log | 9.9444 | 358 | 1.0107 | -0.1740 | 1.0107 | 1.0053 |
231
- | No log | 10.0 | 360 | 1.0530 | -0.1277 | 1.0530 | 1.0261 |
232
- | No log | 10.0556 | 362 | 1.0601 | -0.1421 | 1.0601 | 1.0296 |
233
- | No log | 10.1111 | 364 | 1.0413 | -0.1004 | 1.0413 | 1.0205 |
234
- | No log | 10.1667 | 366 | 1.2782 | -0.1282 | 1.2782 | 1.1306 |
235
- | No log | 10.2222 | 368 | 1.3482 | -0.0686 | 1.3482 | 1.1611 |
236
- | No log | 10.2778 | 370 | 1.1368 | -0.0961 | 1.1368 | 1.0662 |
237
- | No log | 10.3333 | 372 | 0.9598 | -0.0490 | 0.9598 | 0.9797 |
238
- | No log | 10.3889 | 374 | 0.9355 | 0.0456 | 0.9355 | 0.9672 |
239
- | No log | 10.4444 | 376 | 0.9914 | -0.0923 | 0.9914 | 0.9957 |
240
- | No log | 10.5 | 378 | 1.0337 | -0.1277 | 1.0337 | 1.0167 |
241
- | No log | 10.5556 | 380 | 1.0593 | -0.1279 | 1.0593 | 1.0292 |
242
- | No log | 10.6111 | 382 | 0.9372 | -0.0490 | 0.9372 | 0.9681 |
243
- | No log | 10.6667 | 384 | 0.8768 | -0.1241 | 0.8768 | 0.9364 |
244
- | No log | 10.7222 | 386 | 0.8964 | -0.0704 | 0.8964 | 0.9468 |
245
- | No log | 10.7778 | 388 | 0.9520 | -0.0442 | 0.9520 | 0.9757 |
246
- | No log | 10.8333 | 390 | 0.9366 | -0.0778 | 0.9366 | 0.9678 |
247
- | No log | 10.8889 | 392 | 0.9029 | -0.0178 | 0.9029 | 0.9502 |
248
- | No log | 10.9444 | 394 | 0.8710 | 0.0078 | 0.8710 | 0.9333 |
249
- | No log | 11.0 | 396 | 0.8264 | 0.0247 | 0.8264 | 0.9091 |
250
- | No log | 11.0556 | 398 | 0.8301 | 0.0999 | 0.8301 | 0.9111 |
251
- | No log | 11.1111 | 400 | 0.8269 | 0.0999 | 0.8269 | 0.9093 |
252
- | No log | 11.1667 | 402 | 0.8049 | 0.0670 | 0.8049 | 0.8972 |
253
- | No log | 11.2222 | 404 | 0.8262 | 0.0670 | 0.8262 | 0.9089 |
254
- | No log | 11.2778 | 406 | 0.9039 | 0.0316 | 0.9039 | 0.9507 |
255
- | No log | 11.3333 | 408 | 0.9357 | -0.0101 | 0.9357 | 0.9673 |
256
- | No log | 11.3889 | 410 | 0.8978 | 0.0017 | 0.8978 | 0.9475 |
257
- | No log | 11.4444 | 412 | 0.8841 | 0.0068 | 0.8841 | 0.9403 |
258
- | No log | 11.5 | 414 | 0.8663 | -0.0218 | 0.8663 | 0.9308 |
259
- | No log | 11.5556 | 416 | 0.9284 | -0.0459 | 0.9284 | 0.9635 |
260
- | No log | 11.6111 | 418 | 0.9531 | -0.0878 | 0.9531 | 0.9763 |
261
- | No log | 11.6667 | 420 | 0.9439 | -0.0870 | 0.9439 | 0.9715 |
262
- | No log | 11.7222 | 422 | 0.8531 | 0.0152 | 0.8531 | 0.9237 |
263
- | No log | 11.7778 | 424 | 0.8666 | -0.0558 | 0.8666 | 0.9309 |
264
- | No log | 11.8333 | 426 | 0.8879 | -0.0473 | 0.8879 | 0.9423 |
265
- | No log | 11.8889 | 428 | 0.8432 | -0.0314 | 0.8432 | 0.9183 |
266
- | No log | 11.9444 | 430 | 0.8588 | -0.0283 | 0.8588 | 0.9267 |
267
- | No log | 12.0 | 432 | 0.9521 | -0.1271 | 0.9521 | 0.9757 |
268
- | No log | 12.0556 | 434 | 0.9574 | -0.0909 | 0.9574 | 0.9785 |
269
- | No log | 12.1111 | 436 | 0.8289 | 0.1144 | 0.8289 | 0.9104 |
270
- | No log | 12.1667 | 438 | 0.8893 | -0.0061 | 0.8893 | 0.9430 |
271
- | No log | 12.2222 | 440 | 0.9446 | -0.1011 | 0.9446 | 0.9719 |
272
- | No log | 12.2778 | 442 | 0.8516 | -0.0089 | 0.8516 | 0.9228 |
273
- | No log | 12.3333 | 444 | 0.7817 | 0.0094 | 0.7817 | 0.8842 |
274
- | No log | 12.3889 | 446 | 0.7665 | 0.0528 | 0.7665 | 0.8755 |
275
- | No log | 12.4444 | 448 | 0.7642 | 0.0528 | 0.7642 | 0.8742 |
276
- | No log | 12.5 | 450 | 0.7558 | 0.1552 | 0.7558 | 0.8694 |
277
- | No log | 12.5556 | 452 | 0.7581 | 0.0058 | 0.7581 | 0.8707 |
278
- | No log | 12.6111 | 454 | 0.7549 | 0.1856 | 0.7549 | 0.8689 |
279
- | No log | 12.6667 | 456 | 0.7737 | 0.1354 | 0.7737 | 0.8796 |
280
- | No log | 12.7222 | 458 | 0.7878 | 0.0879 | 0.7878 | 0.8876 |
281
- | No log | 12.7778 | 460 | 0.7932 | 0.0879 | 0.7932 | 0.8906 |
282
- | No log | 12.8333 | 462 | 0.8186 | 0.0545 | 0.8186 | 0.9048 |
283
- | No log | 12.8889 | 464 | 0.8537 | -0.0949 | 0.8537 | 0.9240 |
284
- | No log | 12.9444 | 466 | 0.8009 | 0.0930 | 0.8009 | 0.8949 |
285
- | No log | 13.0 | 468 | 0.7889 | 0.0879 | 0.7889 | 0.8882 |
286
- | No log | 13.0556 | 470 | 0.8392 | 0.0071 | 0.8392 | 0.9161 |
287
- | No log | 13.1111 | 472 | 0.9591 | -0.0504 | 0.9591 | 0.9794 |
288
- | No log | 13.1667 | 474 | 0.9536 | -0.0518 | 0.9536 | 0.9765 |
289
- | No log | 13.2222 | 476 | 0.8351 | 0.0071 | 0.8351 | 0.9138 |
290
- | No log | 13.2778 | 478 | 0.8052 | 0.0081 | 0.8052 | 0.8974 |
291
- | No log | 13.3333 | 480 | 0.8458 | -0.0226 | 0.8458 | 0.9197 |
292
- | No log | 13.3889 | 482 | 0.8008 | 0.0135 | 0.8008 | 0.8949 |
293
- | No log | 13.4444 | 484 | 0.7973 | 0.0759 | 0.7973 | 0.8929 |
294
- | No log | 13.5 | 486 | 0.8267 | 0.0017 | 0.8267 | 0.9092 |
295
- | No log | 13.5556 | 488 | 0.7880 | 0.1047 | 0.7880 | 0.8877 |
296
- | No log | 13.6111 | 490 | 0.7594 | 0.2304 | 0.7594 | 0.8715 |
297
- | No log | 13.6667 | 492 | 0.7675 | 0.0030 | 0.7675 | 0.8760 |
298
- | No log | 13.7222 | 494 | 0.7789 | 0.0557 | 0.7789 | 0.8825 |
299
- | No log | 13.7778 | 496 | 0.7560 | 0.0970 | 0.7560 | 0.8695 |
300
- | No log | 13.8333 | 498 | 0.7548 | 0.1379 | 0.7548 | 0.8688 |
301
- | 0.3169 | 13.8889 | 500 | 0.7952 | -0.0390 | 0.7952 | 0.8917 |
302
- | 0.3169 | 13.9444 | 502 | 0.8023 | 0.0129 | 0.8023 | 0.8957 |
303
- | 0.3169 | 14.0 | 504 | 0.8221 | -0.0351 | 0.8221 | 0.9067 |
304
- | 0.3169 | 14.0556 | 506 | 0.8201 | -0.0309 | 0.8201 | 0.9056 |
305
- | 0.3169 | 14.1111 | 508 | 0.8017 | -0.1233 | 0.8017 | 0.8954 |
306
- | 0.3169 | 14.1667 | 510 | 0.8009 | -0.0188 | 0.8009 | 0.8949 |
307
- | 0.3169 | 14.2222 | 512 | 0.8301 | -0.0425 | 0.8301 | 0.9111 |
308
- | 0.3169 | 14.2778 | 514 | 0.8220 | -0.0287 | 0.8220 | 0.9067 |
309
- | 0.3169 | 14.3333 | 516 | 0.8406 | -0.0287 | 0.8406 | 0.9169 |
310
- | 0.3169 | 14.3889 | 518 | 0.8645 | -0.0351 | 0.8645 | 0.9298 |
311
- | 0.3169 | 14.4444 | 520 | 0.8536 | 0.0247 | 0.8536 | 0.9239 |
312
- | 0.3169 | 14.5 | 522 | 0.8306 | 0.1347 | 0.8306 | 0.9114 |
313
- | 0.3169 | 14.5556 | 524 | 0.8260 | 0.0338 | 0.8260 | 0.9089 |
314
- | 0.3169 | 14.6111 | 526 | 0.8311 | 0.0214 | 0.8311 | 0.9117 |
315
- | 0.3169 | 14.6667 | 528 | 0.8264 | 0.1146 | 0.8264 | 0.9091 |
316
- | 0.3169 | 14.7222 | 530 | 0.8087 | -0.0195 | 0.8087 | 0.8993 |
317
- | 0.3169 | 14.7778 | 532 | 0.7874 | 0.0338 | 0.7874 | 0.8874 |
318
- | 0.3169 | 14.8333 | 534 | 0.7897 | 0.0970 | 0.7897 | 0.8886 |
319
- | 0.3169 | 14.8889 | 536 | 0.7877 | 0.1371 | 0.7877 | 0.8875 |
320
- | 0.3169 | 14.9444 | 538 | 0.8510 | 0.0017 | 0.8510 | 0.9225 |
321
- | 0.3169 | 15.0 | 540 | 0.8885 | -0.0870 | 0.8885 | 0.9426 |
322
- | 0.3169 | 15.0556 | 542 | 0.8081 | 0.1202 | 0.8081 | 0.8989 |
323
- | 0.3169 | 15.1111 | 544 | 0.7579 | 0.1927 | 0.7579 | 0.8706 |
324
- | 0.3169 | 15.1667 | 546 | 0.7601 | 0.1856 | 0.7601 | 0.8718 |
325
- | 0.3169 | 15.2222 | 548 | 0.8130 | 0.0476 | 0.8130 | 0.9017 |
326
- | 0.3169 | 15.2778 | 550 | 0.8016 | 0.0476 | 0.8016 | 0.8953 |
327
- | 0.3169 | 15.3333 | 552 | 0.7629 | 0.2096 | 0.7629 | 0.8734 |
328
- | 0.3169 | 15.3889 | 554 | 0.7605 | 0.1028 | 0.7605 | 0.8720 |
329
- | 0.3169 | 15.4444 | 556 | 0.8312 | -0.0820 | 0.8312 | 0.9117 |
330
- | 0.3169 | 15.5 | 558 | 0.8028 | -0.0187 | 0.8028 | 0.8960 |
331
- | 0.3169 | 15.5556 | 560 | 0.7911 | 0.1236 | 0.7911 | 0.8894 |
332
- | 0.3169 | 15.6111 | 562 | 0.8280 | 0.0920 | 0.8280 | 0.9100 |
333
- | 0.3169 | 15.6667 | 564 | 0.9318 | -0.0545 | 0.9318 | 0.9653 |
334
- | 0.3169 | 15.7222 | 566 | 0.8957 | -0.0486 | 0.8957 | 0.9464 |
335
- | 0.3169 | 15.7778 | 568 | 0.8199 | 0.0482 | 0.8199 | 0.9055 |
336
- | 0.3169 | 15.8333 | 570 | 0.9953 | 0.0175 | 0.9953 | 0.9976 |
337
- | 0.3169 | 15.8889 | 572 | 1.0904 | 0.1105 | 1.0904 | 1.0442 |
338
- | 0.3169 | 15.9444 | 574 | 1.0103 | 0.0808 | 1.0103 | 1.0051 |
339
- | 0.3169 | 16.0 | 576 | 0.8967 | -0.1103 | 0.8967 | 0.9469 |
340
- | 0.3169 | 16.0556 | 578 | 0.8247 | 0.0545 | 0.8247 | 0.9082 |
341
- | 0.3169 | 16.1111 | 580 | 0.8400 | 0.1192 | 0.8400 | 0.9165 |
342
- | 0.3169 | 16.1667 | 582 | 0.8150 | 0.1244 | 0.8150 | 0.9028 |
343
- | 0.3169 | 16.2222 | 584 | 0.8052 | 0.0471 | 0.8052 | 0.8973 |
344
- | 0.3169 | 16.2778 | 586 | 0.8116 | 0.0488 | 0.8116 | 0.9009 |
345
- | 0.3169 | 16.3333 | 588 | 0.8408 | 0.0617 | 0.8408 | 0.9170 |
346
- | 0.3169 | 16.3889 | 590 | 0.8412 | -0.1601 | 0.8412 | 0.9172 |
347
- | 0.3169 | 16.4444 | 592 | 0.7969 | -0.0406 | 0.7969 | 0.8927 |
348
- | 0.3169 | 16.5 | 594 | 0.7934 | 0.1318 | 0.7934 | 0.8907 |
349
- | 0.3169 | 16.5556 | 596 | 0.8353 | -0.1251 | 0.8353 | 0.9139 |
350
- | 0.3169 | 16.6111 | 598 | 0.8352 | -0.0790 | 0.8352 | 0.9139 |
351
- | 0.3169 | 16.6667 | 600 | 0.8328 | 0.0085 | 0.8328 | 0.9126 |
352
- | 0.3169 | 16.7222 | 602 | 0.9163 | -0.0425 | 0.9163 | 0.9572 |
353
- | 0.3169 | 16.7778 | 604 | 0.9429 | -0.0334 | 0.9429 | 0.9710 |
354
- | 0.3169 | 16.8333 | 606 | 0.8883 | 0.0074 | 0.8883 | 0.9425 |
355
- | 0.3169 | 16.8889 | 608 | 0.9329 | -0.0712 | 0.9329 | 0.9659 |
356
- | 0.3169 | 16.9444 | 610 | 0.9399 | -0.0722 | 0.9399 | 0.9695 |
357
- | 0.3169 | 17.0 | 612 | 0.9059 | -0.0332 | 0.9059 | 0.9518 |
358
- | 0.3169 | 17.0556 | 614 | 0.8418 | 0.1139 | 0.8418 | 0.9175 |
359
- | 0.3169 | 17.1111 | 616 | 0.7898 | 0.0985 | 0.7898 | 0.8887 |
360
- | 0.3169 | 17.1667 | 618 | 0.8133 | -0.0116 | 0.8133 | 0.9018 |
361
- | 0.3169 | 17.2222 | 620 | 0.8623 | -0.0425 | 0.8623 | 0.9286 |
362
- | 0.3169 | 17.2778 | 622 | 0.8080 | 0.0229 | 0.8080 | 0.8989 |
363
- | 0.3169 | 17.3333 | 624 | 0.8047 | 0.1815 | 0.8047 | 0.8970 |
364
- | 0.3169 | 17.3889 | 626 | 0.9142 | -0.0894 | 0.9142 | 0.9561 |
365
- | 0.3169 | 17.4444 | 628 | 1.0343 | -0.0545 | 1.0343 | 1.0170 |
366
- | 0.3169 | 17.5 | 630 | 1.0871 | -0.0545 | 1.0871 | 1.0427 |
367
- | 0.3169 | 17.5556 | 632 | 0.9390 | -0.0749 | 0.9390 | 0.9690 |
368
- | 0.3169 | 17.6111 | 634 | 0.8884 | -0.0178 | 0.8884 | 0.9425 |
369
- | 0.3169 | 17.6667 | 636 | 0.8819 | -0.0178 | 0.8819 | 0.9391 |
370
- | 0.3169 | 17.7222 | 638 | 0.8895 | -0.0309 | 0.8895 | 0.9431 |
371
- | 0.3169 | 17.7778 | 640 | 0.8796 | -0.0391 | 0.8796 | 0.9378 |
372
- | 0.3169 | 17.8333 | 642 | 0.8454 | 0.0257 | 0.8454 | 0.9195 |
373
- | 0.3169 | 17.8889 | 644 | 0.8466 | -0.0082 | 0.8466 | 0.9201 |
374
- | 0.3169 | 17.9444 | 646 | 0.8900 | 0.0200 | 0.8900 | 0.9434 |
375
- | 0.3169 | 18.0 | 648 | 0.9081 | -0.0861 | 0.9081 | 0.9529 |
376
- | 0.3169 | 18.0556 | 650 | 0.8874 | -0.0159 | 0.8874 | 0.9420 |
377
- | 0.3169 | 18.1111 | 652 | 0.8603 | 0.0327 | 0.8603 | 0.9275 |
378
- | 0.3169 | 18.1667 | 654 | 0.9651 | -0.0441 | 0.9651 | 0.9824 |
379
- | 0.3169 | 18.2222 | 656 | 1.0606 | -0.0930 | 1.0606 | 1.0299 |
380
- | 0.3169 | 18.2778 | 658 | 1.0230 | -0.0930 | 1.0230 | 1.0114 |
381
- | 0.3169 | 18.3333 | 660 | 0.9142 | -0.0845 | 0.9142 | 0.9562 |
382
- | 0.3169 | 18.3889 | 662 | 0.8518 | 0.0188 | 0.8518 | 0.9230 |
383
- | 0.3169 | 18.4444 | 664 | 0.8553 | 0.0987 | 0.8553 | 0.9248 |
384
- | 0.3169 | 18.5 | 666 | 0.8622 | 0.1224 | 0.8622 | 0.9286 |
385
- | 0.3169 | 18.5556 | 668 | 0.8552 | 0.0283 | 0.8552 | 0.9248 |
386
- | 0.3169 | 18.6111 | 670 | 0.8857 | -0.0701 | 0.8857 | 0.9411 |
387
- | 0.3169 | 18.6667 | 672 | 0.9268 | -0.0902 | 0.9268 | 0.9627 |
388
- | 0.3169 | 18.7222 | 674 | 0.9381 | -0.0909 | 0.9381 | 0.9686 |
389
- | 0.3169 | 18.7778 | 676 | 0.8669 | -0.0474 | 0.8669 | 0.9311 |
390
- | 0.3169 | 18.8333 | 678 | 0.7958 | -0.0316 | 0.7958 | 0.8921 |
391
- | 0.3169 | 18.8889 | 680 | 0.7866 | 0.0680 | 0.7866 | 0.8869 |
392
- | 0.3169 | 18.9444 | 682 | 0.7955 | 0.0732 | 0.7955 | 0.8919 |
393
- | 0.3169 | 19.0 | 684 | 0.8180 | 0.0175 | 0.8180 | 0.9045 |
394
- | 0.3169 | 19.0556 | 686 | 0.8070 | 0.0690 | 0.8070 | 0.8983 |
395
- | 0.3169 | 19.1111 | 688 | 0.8286 | -0.0283 | 0.8286 | 0.9103 |
396
- | 0.3169 | 19.1667 | 690 | 0.8459 | -0.1255 | 0.8459 | 0.9197 |
397
- | 0.3169 | 19.2222 | 692 | 0.8751 | -0.0878 | 0.8751 | 0.9355 |
398
- | 0.3169 | 19.2778 | 694 | 0.8636 | -0.0861 | 0.8636 | 0.9293 |
399
- | 0.3169 | 19.3333 | 696 | 0.7944 | 0.0159 | 0.7944 | 0.8913 |
400
- | 0.3169 | 19.3889 | 698 | 0.7643 | 0.0628 | 0.7643 | 0.8743 |
401
- | 0.3169 | 19.4444 | 700 | 0.7793 | 0.0999 | 0.7793 | 0.8828 |
402
- | 0.3169 | 19.5 | 702 | 0.7571 | 0.0588 | 0.7571 | 0.8701 |
403
- | 0.3169 | 19.5556 | 704 | 0.7685 | 0.1506 | 0.7685 | 0.8767 |
404
- | 0.3169 | 19.6111 | 706 | 0.8251 | -0.0878 | 0.8251 | 0.9084 |
405
- | 0.3169 | 19.6667 | 708 | 0.8410 | -0.0886 | 0.8410 | 0.9171 |
406
- | 0.3169 | 19.7222 | 710 | 0.7998 | 0.1506 | 0.7998 | 0.8943 |
407
- | 0.3169 | 19.7778 | 712 | 0.7923 | 0.0999 | 0.7923 | 0.8901 |
408
- | 0.3169 | 19.8333 | 714 | 0.7687 | 0.0714 | 0.7687 | 0.8767 |
409
- | 0.3169 | 19.8889 | 716 | 0.7767 | 0.1249 | 0.7767 | 0.8813 |
410
- | 0.3169 | 19.9444 | 718 | 0.8062 | 0.0056 | 0.8062 | 0.8979 |
411
- | 0.3169 | 20.0 | 720 | 0.8141 | 0.0026 | 0.8141 | 0.9023 |
412
- | 0.3169 | 20.0556 | 722 | 0.8036 | 0.1835 | 0.8036 | 0.8964 |
413
- | 0.3169 | 20.1111 | 724 | 0.8129 | 0.0680 | 0.8129 | 0.9016 |
414
- | 0.3169 | 20.1667 | 726 | 0.8065 | 0.0680 | 0.8065 | 0.8980 |
415
- | 0.3169 | 20.2222 | 728 | 0.7854 | 0.1787 | 0.7854 | 0.8862 |
416
- | 0.3169 | 20.2778 | 730 | 0.7752 | -0.0059 | 0.7752 | 0.8805 |
417
- | 0.3169 | 20.3333 | 732 | 0.8052 | 0.0503 | 0.8052 | 0.8973 |
418
- | 0.3169 | 20.3889 | 734 | 0.8167 | 0.0081 | 0.8167 | 0.9037 |
419
- | 0.3169 | 20.4444 | 736 | 0.7902 | -0.0029 | 0.7902 | 0.8890 |
420
- | 0.3169 | 20.5 | 738 | 0.8078 | 0.0323 | 0.8078 | 0.8988 |
421
- | 0.3169 | 20.5556 | 740 | 0.8188 | 0.1599 | 0.8188 | 0.9049 |
422
- | 0.3169 | 20.6111 | 742 | 0.7876 | 0.1249 | 0.7876 | 0.8875 |
423
- | 0.3169 | 20.6667 | 744 | 0.7581 | 0.1292 | 0.7581 | 0.8707 |
424
- | 0.3169 | 20.7222 | 746 | 0.7747 | -0.0334 | 0.7747 | 0.8801 |
425
- | 0.3169 | 20.7778 | 748 | 0.8467 | 0.0363 | 0.8467 | 0.9202 |
426
- | 0.3169 | 20.8333 | 750 | 0.8892 | 0.0443 | 0.8892 | 0.9430 |
427
- | 0.3169 | 20.8889 | 752 | 0.8837 | 0.0107 | 0.8837 | 0.9401 |
428
- | 0.3169 | 20.9444 | 754 | 0.7857 | -0.1097 | 0.7857 | 0.8864 |
429
- | 0.3169 | 21.0 | 756 | 0.7409 | 0.0783 | 0.7409 | 0.8608 |
430
- | 0.3169 | 21.0556 | 758 | 0.7732 | 0.1146 | 0.7732 | 0.8793 |
431
- | 0.3169 | 21.1111 | 760 | 0.7686 | 0.0741 | 0.7686 | 0.8767 |
432
- | 0.3169 | 21.1667 | 762 | 0.7773 | 0.0810 | 0.7773 | 0.8817 |
433
- | 0.3169 | 21.2222 | 764 | 0.7961 | -0.0730 | 0.7961 | 0.8922 |
434
- | 0.3169 | 21.2778 | 766 | 0.8552 | 0.0007 | 0.8552 | 0.9248 |
435
- | 0.3169 | 21.3333 | 768 | 0.8848 | 0.0107 | 0.8848 | 0.9407 |
436
- | 0.3169 | 21.3889 | 770 | 0.8138 | -0.0989 | 0.8138 | 0.9021 |
437
- | 0.3169 | 21.4444 | 772 | 0.7674 | -0.0741 | 0.7674 | 0.8760 |
438
- | 0.3169 | 21.5 | 774 | 0.7799 | 0.0257 | 0.7799 | 0.8831 |
439
- | 0.3169 | 21.5556 | 776 | 0.7966 | 0.0257 | 0.7966 | 0.8925 |
440
- | 0.3169 | 21.6111 | 778 | 0.8234 | 0.0660 | 0.8234 | 0.9074 |
441
- | 0.3169 | 21.6667 | 780 | 0.8342 | -0.0023 | 0.8342 | 0.9134 |
442
- | 0.3169 | 21.7222 | 782 | 0.8695 | -0.0622 | 0.8695 | 0.9325 |
443
- | 0.3169 | 21.7778 | 784 | 0.8577 | -0.0257 | 0.8577 | 0.9261 |
444
- | 0.3169 | 21.8333 | 786 | 0.8237 | -0.1006 | 0.8237 | 0.9076 |
445
- | 0.3169 | 21.8889 | 788 | 0.8342 | 0.1097 | 0.8342 | 0.9134 |
446
- | 0.3169 | 21.9444 | 790 | 0.8712 | -0.0490 | 0.8712 | 0.9334 |
447
- | 0.3169 | 22.0 | 792 | 0.9163 | -0.1270 | 0.9163 | 0.9572 |
448
- | 0.3169 | 22.0556 | 794 | 0.9327 | -0.1270 | 0.9327 | 0.9658 |
449
- | 0.3169 | 22.1111 | 796 | 0.9083 | -0.0870 | 0.9083 | 0.9531 |
450
- | 0.3169 | 22.1667 | 798 | 0.8751 | 0.0017 | 0.8751 | 0.9355 |
451
- | 0.3169 | 22.2222 | 800 | 0.8398 | 0.1047 | 0.8398 | 0.9164 |
452
- | 0.3169 | 22.2778 | 802 | 0.8357 | 0.1047 | 0.8357 | 0.9142 |
453
- | 0.3169 | 22.3333 | 804 | 0.8404 | 0.0476 | 0.8404 | 0.9168 |
454
- | 0.3169 | 22.3889 | 806 | 0.8513 | 0.0409 | 0.8513 | 0.9226 |
455
- | 0.3169 | 22.4444 | 808 | 0.8937 | -0.0870 | 0.8937 | 0.9454 |
456
- | 0.3169 | 22.5 | 810 | 0.9055 | -0.0852 | 0.9055 | 0.9516 |
457
- | 0.3169 | 22.5556 | 812 | 0.9000 | -0.0425 | 0.9000 | 0.9487 |
458
- | 0.3169 | 22.6111 | 814 | 0.8531 | 0.0956 | 0.8531 | 0.9237 |
459
- | 0.3169 | 22.6667 | 816 | 0.7906 | 0.2078 | 0.7906 | 0.8891 |
460
- | 0.3169 | 22.7222 | 818 | 0.7534 | 0.0 | 0.7534 | 0.8680 |
461
- | 0.3169 | 22.7778 | 820 | 0.7200 | 0.0460 | 0.7200 | 0.8485 |
462
- | 0.3169 | 22.8333 | 822 | 0.7116 | 0.1318 | 0.7116 | 0.8435 |
463
- | 0.3169 | 22.8889 | 824 | 0.7884 | 0.1097 | 0.7884 | 0.8879 |
464
- | 0.3169 | 22.9444 | 826 | 0.8096 | 0.0017 | 0.8096 | 0.8998 |
465
- | 0.3169 | 23.0 | 828 | 0.7880 | 0.1047 | 0.7880 | 0.8877 |
466
- | 0.3169 | 23.0556 | 830 | 0.7428 | 0.1202 | 0.7428 | 0.8619 |
467
- | 0.3169 | 23.1111 | 832 | 0.7176 | 0.1444 | 0.7176 | 0.8471 |
468
- | 0.3169 | 23.1667 | 834 | 0.7532 | 0.0089 | 0.7532 | 0.8679 |
469
- | 0.3169 | 23.2222 | 836 | 0.7457 | 0.0089 | 0.7457 | 0.8635 |
470
- | 0.3169 | 23.2778 | 838 | 0.7382 | 0.1691 | 0.7382 | 0.8592 |
471
- | 0.3169 | 23.3333 | 840 | 0.8211 | 0.0346 | 0.8211 | 0.9061 |
472
- | 0.3169 | 23.3889 | 842 | 0.8814 | -0.0902 | 0.8814 | 0.9388 |
473
- | 0.3169 | 23.4444 | 844 | 0.8680 | -0.0504 | 0.8680 | 0.9317 |
474
- | 0.3169 | 23.5 | 846 | 0.8000 | -0.0371 | 0.8000 | 0.8944 |
475
- | 0.3169 | 23.5556 | 848 | 0.7524 | 0.1259 | 0.7524 | 0.8674 |
476
- | 0.3169 | 23.6111 | 850 | 0.7683 | -0.0902 | 0.7683 | 0.8765 |
477
- | 0.3169 | 23.6667 | 852 | 0.7838 | -0.0750 | 0.7838 | 0.8853 |
478
- | 0.3169 | 23.7222 | 854 | 0.7519 | -0.0532 | 0.7519 | 0.8671 |
479
- | 0.3169 | 23.7778 | 856 | 0.7600 | 0.1259 | 0.7600 | 0.8718 |
480
- | 0.3169 | 23.8333 | 858 | 0.7927 | 0.0714 | 0.7927 | 0.8903 |
481
- | 0.3169 | 23.8889 | 860 | 0.7856 | 0.1148 | 0.7856 | 0.8864 |
482
- | 0.3169 | 23.9444 | 862 | 0.7482 | 0.1259 | 0.7482 | 0.8650 |
483
- | 0.3169 | 24.0 | 864 | 0.7399 | 0.0355 | 0.7399 | 0.8602 |
484
- | 0.3169 | 24.0556 | 866 | 0.7351 | 0.0355 | 0.7351 | 0.8574 |
485
- | 0.3169 | 24.1111 | 868 | 0.7410 | 0.0454 | 0.7410 | 0.8608 |
486
- | 0.3169 | 24.1667 | 870 | 0.7519 | 0.0338 | 0.7519 | 0.8671 |
487
- | 0.3169 | 24.2222 | 872 | 0.7830 | 0.1691 | 0.7830 | 0.8849 |
488
- | 0.3169 | 24.2778 | 874 | 0.8124 | 0.0588 | 0.8124 | 0.9013 |
489
- | 0.3169 | 24.3333 | 876 | 0.7995 | 0.1148 | 0.7995 | 0.8942 |
490
- | 0.3169 | 24.3889 | 878 | 0.7716 | -0.0082 | 0.7716 | 0.8784 |
491
- | 0.3169 | 24.4444 | 880 | 0.8056 | -0.0204 | 0.8056 | 0.8975 |
492
- | 0.3169 | 24.5 | 882 | 0.8364 | -0.0528 | 0.8364 | 0.9145 |
493
- | 0.3169 | 24.5556 | 884 | 0.8014 | 0.0218 | 0.8014 | 0.8952 |
494
- | 0.3169 | 24.6111 | 886 | 0.7749 | -0.0027 | 0.7749 | 0.8803 |
495
- | 0.3169 | 24.6667 | 888 | 0.7659 | -0.0082 | 0.7659 | 0.8752 |
496
- | 0.3169 | 24.7222 | 890 | 0.7596 | 0.1259 | 0.7596 | 0.8716 |
497
- | 0.3169 | 24.7778 | 892 | 0.7710 | 0.1259 | 0.7710 | 0.8781 |
498
- | 0.3169 | 24.8333 | 894 | 0.7794 | -0.0082 | 0.7794 | 0.8828 |
499
- | 0.3169 | 24.8889 | 896 | 0.7939 | -0.0370 | 0.7939 | 0.8910 |
500
- | 0.3169 | 24.9444 | 898 | 0.7898 | -0.0366 | 0.7898 | 0.8887 |
501
- | 0.3169 | 25.0 | 900 | 0.7714 | -0.0595 | 0.7714 | 0.8783 |
502
- | 0.3169 | 25.0556 | 902 | 0.7793 | 0.1318 | 0.7793 | 0.8828 |
503
- | 0.3169 | 25.1111 | 904 | 0.8076 | -0.0309 | 0.8076 | 0.8987 |
504
- | 0.3169 | 25.1667 | 906 | 0.8515 | -0.0408 | 0.8515 | 0.9228 |
505
- | 0.3169 | 25.2222 | 908 | 0.8786 | -0.0842 | 0.8786 | 0.9374 |
506
- | 0.3169 | 25.2778 | 910 | 0.8644 | -0.0823 | 0.8644 | 0.9298 |
507
- | 0.3169 | 25.3333 | 912 | 0.8339 | -0.0331 | 0.8339 | 0.9132 |
508
- | 0.3169 | 25.3889 | 914 | 0.8268 | 0.0828 | 0.8268 | 0.9093 |
509
- | 0.3169 | 25.4444 | 916 | 0.8252 | 0.0828 | 0.8252 | 0.9084 |
510
- | 0.3169 | 25.5 | 918 | 0.8188 | -0.0056 | 0.8188 | 0.9049 |
511
- | 0.3169 | 25.5556 | 920 | 0.8180 | 0.0783 | 0.8180 | 0.9044 |
512
- | 0.3169 | 25.6111 | 922 | 0.8382 | -0.0390 | 0.8382 | 0.9155 |
513
- | 0.3169 | 25.6667 | 924 | 0.8539 | -0.1257 | 0.8539 | 0.9241 |
514
- | 0.3169 | 25.7222 | 926 | 0.8654 | -0.1257 | 0.8654 | 0.9303 |
515
- | 0.3169 | 25.7778 | 928 | 0.8690 | -0.1257 | 0.8690 | 0.9322 |
516
- | 0.3169 | 25.8333 | 930 | 0.8279 | 0.0247 | 0.8279 | 0.9099 |
517
- | 0.3169 | 25.8889 | 932 | 0.8116 | 0.0874 | 0.8116 | 0.9009 |
518
- | 0.3169 | 25.9444 | 934 | 0.8098 | 0.1807 | 0.8098 | 0.8999 |
519
- | 0.3169 | 26.0 | 936 | 0.8137 | -0.0801 | 0.8137 | 0.9020 |
520
- | 0.3169 | 26.0556 | 938 | 0.8378 | -0.1261 | 0.8378 | 0.9153 |
521
- | 0.3169 | 26.1111 | 940 | 0.8852 | -0.0886 | 0.8852 | 0.9408 |
522
- | 0.3169 | 26.1667 | 942 | 0.8792 | -0.1665 | 0.8792 | 0.9376 |
523
- | 0.3169 | 26.2222 | 944 | 0.8431 | -0.1259 | 0.8431 | 0.9182 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
524
 
525
 
526
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k14_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k14_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8992
19
+ - Qwk: -0.0548
20
+ - Mse: 0.8992
21
+ - Rmse: 0.9483
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 3.6907 | -0.0154 | 3.6907 | 1.9211 |
53
+ | No log | 0.1053 | 4 | 2.0096 | 0.0119 | 2.0096 | 1.4176 |
54
+ | No log | 0.1579 | 6 | 1.4519 | 0.0213 | 1.4519 | 1.2049 |
55
+ | No log | 0.2105 | 8 | 1.6496 | 0.0213 | 1.6496 | 1.2844 |
56
+ | No log | 0.2632 | 10 | 1.0538 | -0.0468 | 1.0538 | 1.0266 |
57
+ | No log | 0.3158 | 12 | 0.7734 | -0.0739 | 0.7734 | 0.8794 |
58
+ | No log | 0.3684 | 14 | 0.7375 | 0.0416 | 0.7375 | 0.8588 |
59
+ | No log | 0.4211 | 16 | 1.3464 | 0.0423 | 1.3464 | 1.1603 |
60
+ | No log | 0.4737 | 18 | 1.5107 | -0.0221 | 1.5107 | 1.2291 |
61
+ | No log | 0.5263 | 20 | 1.9898 | -0.0029 | 1.9898 | 1.4106 |
62
+ | No log | 0.5789 | 22 | 1.4693 | -0.0029 | 1.4693 | 1.2121 |
63
+ | No log | 0.6316 | 24 | 1.0149 | -0.0668 | 1.0149 | 1.0074 |
64
+ | No log | 0.6842 | 26 | 0.8694 | -0.0833 | 0.8694 | 0.9324 |
65
+ | No log | 0.7368 | 28 | 0.8543 | -0.1253 | 0.8543 | 0.9243 |
66
+ | No log | 0.7895 | 30 | 0.9166 | -0.0894 | 0.9166 | 0.9574 |
67
+ | No log | 0.8421 | 32 | 0.9242 | -0.0490 | 0.9242 | 0.9614 |
68
+ | No log | 0.8947 | 34 | 0.8771 | -0.1688 | 0.8771 | 0.9365 |
69
+ | No log | 0.9474 | 36 | 0.8221 | -0.1236 | 0.8221 | 0.9067 |
70
+ | No log | 1.0 | 38 | 0.7992 | 0.0296 | 0.7992 | 0.8940 |
71
+ | No log | 1.0526 | 40 | 0.7304 | -0.0101 | 0.7304 | 0.8546 |
72
+ | No log | 1.1053 | 42 | 0.6873 | -0.0101 | 0.6873 | 0.8290 |
73
+ | No log | 1.1579 | 44 | 0.6832 | -0.0101 | 0.6832 | 0.8265 |
74
+ | No log | 1.2105 | 46 | 0.8665 | 0.1788 | 0.8665 | 0.9309 |
75
+ | No log | 1.2632 | 48 | 1.4591 | 0.0690 | 1.4591 | 1.2079 |
76
+ | No log | 1.3158 | 50 | 2.1386 | 0.0460 | 2.1386 | 1.4624 |
77
+ | No log | 1.3684 | 52 | 1.5653 | 0.0502 | 1.5653 | 1.2511 |
78
+ | No log | 1.4211 | 54 | 0.9646 | 0.0182 | 0.9646 | 0.9821 |
79
+ | No log | 1.4737 | 56 | 0.8895 | 0.0233 | 0.8895 | 0.9431 |
80
+ | No log | 1.5263 | 58 | 0.8475 | -0.0054 | 0.8475 | 0.9206 |
81
+ | No log | 1.5789 | 60 | 0.7866 | 0.0628 | 0.7866 | 0.8869 |
82
+ | No log | 1.6316 | 62 | 0.8020 | 0.0867 | 0.8020 | 0.8955 |
83
+ | No log | 1.6842 | 64 | 0.8851 | 0.1024 | 0.8851 | 0.9408 |
84
+ | No log | 1.7368 | 66 | 0.8095 | 0.0043 | 0.8095 | 0.8997 |
85
+ | No log | 1.7895 | 68 | 0.8538 | -0.0490 | 0.8538 | 0.9240 |
86
+ | No log | 1.8421 | 70 | 0.9174 | 0.0182 | 0.9174 | 0.9578 |
87
+ | No log | 1.8947 | 72 | 0.9095 | 0.0873 | 0.9095 | 0.9537 |
88
+ | No log | 1.9474 | 74 | 0.7904 | 0.0748 | 0.7904 | 0.8890 |
89
+ | No log | 2.0 | 76 | 0.7156 | 0.0759 | 0.7156 | 0.8459 |
90
+ | No log | 2.0526 | 78 | 0.7487 | 0.0512 | 0.7487 | 0.8653 |
91
+ | No log | 2.1053 | 80 | 0.7424 | 0.0588 | 0.7424 | 0.8616 |
92
+ | No log | 2.1579 | 82 | 0.6954 | 0.0191 | 0.6954 | 0.8339 |
93
+ | No log | 2.2105 | 84 | 0.6781 | 0.0506 | 0.6781 | 0.8235 |
94
+ | No log | 2.2632 | 86 | 0.6832 | 0.0506 | 0.6832 | 0.8266 |
95
+ | No log | 2.3158 | 88 | 1.0373 | 0.0252 | 1.0373 | 1.0185 |
96
+ | No log | 2.3684 | 90 | 1.2648 | 0.0503 | 1.2648 | 1.1246 |
97
+ | No log | 2.4211 | 92 | 0.8183 | -0.0008 | 0.8183 | 0.9046 |
98
+ | No log | 2.4737 | 94 | 0.7201 | -0.0493 | 0.7201 | 0.8486 |
99
+ | No log | 2.5263 | 96 | 0.7489 | -0.0513 | 0.7489 | 0.8654 |
100
+ | No log | 2.5789 | 98 | 0.9267 | 0.1453 | 0.9267 | 0.9627 |
101
+ | No log | 2.6316 | 100 | 0.9764 | 0.0233 | 0.9764 | 0.9881 |
102
+ | No log | 2.6842 | 102 | 0.8210 | 0.0871 | 0.8210 | 0.9061 |
103
+ | No log | 2.7368 | 104 | 0.7810 | 0.0889 | 0.7810 | 0.8837 |
104
+ | No log | 2.7895 | 106 | 0.8216 | 0.0509 | 0.8216 | 0.9064 |
105
+ | No log | 2.8421 | 108 | 0.8890 | 0.0741 | 0.8890 | 0.9429 |
106
+ | No log | 2.8947 | 110 | 0.8987 | 0.0747 | 0.8987 | 0.9480 |
107
+ | No log | 2.9474 | 112 | 1.0449 | 0.1182 | 1.0449 | 1.0222 |
108
+ | No log | 3.0 | 114 | 1.2397 | 0.0006 | 1.2397 | 1.1134 |
109
+ | No log | 3.0526 | 116 | 0.9423 | 0.0233 | 0.9423 | 0.9707 |
110
+ | No log | 3.1053 | 118 | 0.8451 | 0.0151 | 0.8451 | 0.9193 |
111
+ | No log | 3.1579 | 120 | 0.8658 | -0.0717 | 0.8658 | 0.9305 |
112
+ | No log | 3.2105 | 122 | 1.2579 | 0.1026 | 1.2579 | 1.1216 |
113
+ | No log | 3.2632 | 124 | 1.0091 | 0.0547 | 1.0091 | 1.0045 |
114
+ | No log | 3.3158 | 126 | 0.7822 | -0.0218 | 0.7822 | 0.8844 |
115
+ | No log | 3.3684 | 128 | 0.7646 | 0.1490 | 0.7646 | 0.8744 |
116
+ | No log | 3.4211 | 130 | 0.7472 | 0.0741 | 0.7472 | 0.8644 |
117
+ | No log | 3.4737 | 132 | 0.9003 | -0.0056 | 0.9003 | 0.9488 |
118
+ | No log | 3.5263 | 134 | 0.9145 | -0.0056 | 0.9145 | 0.9563 |
119
+ | No log | 3.5789 | 136 | 0.8647 | 0.0656 | 0.8647 | 0.9299 |
120
+ | No log | 3.6316 | 138 | 1.0607 | -0.0041 | 1.0607 | 1.0299 |
121
+ | No log | 3.6842 | 140 | 0.8838 | 0.1426 | 0.8838 | 0.9401 |
122
+ | No log | 3.7368 | 142 | 0.9593 | -0.0799 | 0.9593 | 0.9795 |
123
+ | No log | 3.7895 | 144 | 0.8428 | -0.0541 | 0.8428 | 0.9180 |
124
+ | No log | 3.8421 | 146 | 0.8170 | 0.1032 | 0.8170 | 0.9039 |
125
+ | No log | 3.8947 | 148 | 0.9731 | 0.0211 | 0.9731 | 0.9864 |
126
+ | No log | 3.9474 | 150 | 0.9937 | 0.0211 | 0.9937 | 0.9968 |
127
+ | No log | 4.0 | 152 | 0.8205 | 0.0603 | 0.8205 | 0.9058 |
128
+ | No log | 4.0526 | 154 | 0.8132 | 0.0408 | 0.8132 | 0.9018 |
129
+ | No log | 4.1053 | 156 | 0.9154 | 0.0125 | 0.9154 | 0.9567 |
130
+ | No log | 4.1579 | 158 | 0.8586 | 0.0214 | 0.8586 | 0.9266 |
131
+ | No log | 4.2105 | 160 | 0.9191 | -0.0778 | 0.9191 | 0.9587 |
132
+ | No log | 4.2632 | 162 | 0.8285 | 0.0893 | 0.8285 | 0.9102 |
133
+ | No log | 4.3158 | 164 | 0.8199 | 0.0893 | 0.8199 | 0.9055 |
134
+ | No log | 4.3684 | 166 | 0.8315 | 0.0444 | 0.8315 | 0.9119 |
135
+ | No log | 4.4211 | 168 | 0.8591 | -0.0643 | 0.8591 | 0.9269 |
136
+ | No log | 4.4737 | 170 | 0.8472 | -0.0204 | 0.8472 | 0.9204 |
137
+ | No log | 4.5263 | 172 | 0.8426 | -0.0226 | 0.8426 | 0.9179 |
138
+ | No log | 4.5789 | 174 | 0.8449 | -0.1454 | 0.8449 | 0.9192 |
139
+ | No log | 4.6316 | 176 | 0.8312 | -0.0026 | 0.8312 | 0.9117 |
140
+ | No log | 4.6842 | 178 | 0.8174 | -0.1208 | 0.8174 | 0.9041 |
141
+ | No log | 4.7368 | 180 | 0.7862 | -0.0902 | 0.7862 | 0.8867 |
142
+ | No log | 4.7895 | 182 | 0.7590 | 0.1081 | 0.7590 | 0.8712 |
143
+ | No log | 4.8421 | 184 | 0.8538 | 0.0409 | 0.8538 | 0.9240 |
144
+ | No log | 4.8947 | 186 | 0.7890 | 0.1259 | 0.7890 | 0.8883 |
145
+ | No log | 4.9474 | 188 | 0.7649 | -0.0469 | 0.7649 | 0.8746 |
146
+ | No log | 5.0 | 190 | 0.7965 | 0.1244 | 0.7965 | 0.8925 |
147
+ | No log | 5.0526 | 192 | 1.1573 | 0.0653 | 1.1573 | 1.0758 |
148
+ | No log | 5.1053 | 194 | 1.2566 | 0.0006 | 1.2566 | 1.1210 |
149
+ | No log | 5.1579 | 196 | 0.8896 | 0.0 | 0.8896 | 0.9432 |
150
+ | No log | 5.2105 | 198 | 0.9710 | 0.0741 | 0.9710 | 0.9854 |
151
+ | No log | 5.2632 | 200 | 0.9085 | 0.0741 | 0.9085 | 0.9532 |
152
+ | No log | 5.3158 | 202 | 0.8127 | 0.0679 | 0.8127 | 0.9015 |
153
+ | No log | 5.3684 | 204 | 1.3475 | 0.0715 | 1.3475 | 1.1608 |
154
+ | No log | 5.4211 | 206 | 1.5466 | 0.0339 | 1.5466 | 1.2436 |
155
+ | No log | 5.4737 | 208 | 1.0794 | 0.0881 | 1.0794 | 1.0389 |
156
+ | No log | 5.5263 | 210 | 0.7488 | 0.1028 | 0.7488 | 0.8653 |
157
+ | No log | 5.5789 | 212 | 0.7937 | 0.0606 | 0.7937 | 0.8909 |
158
+ | No log | 5.6316 | 214 | 0.7243 | -0.0560 | 0.7243 | 0.8510 |
159
+ | No log | 5.6842 | 216 | 0.8717 | 0.1773 | 0.8717 | 0.9336 |
160
+ | No log | 5.7368 | 218 | 1.1627 | 0.0475 | 1.1627 | 1.0783 |
161
+ | No log | 5.7895 | 220 | 1.0028 | 0.1292 | 1.0028 | 1.0014 |
162
+ | No log | 5.8421 | 222 | 0.7307 | 0.2318 | 0.7307 | 0.8548 |
163
+ | No log | 5.8947 | 224 | 0.6571 | 0.0460 | 0.6571 | 0.8106 |
164
+ | No log | 5.9474 | 226 | 0.6707 | 0.0506 | 0.6707 | 0.8189 |
165
+ | No log | 6.0 | 228 | 0.6894 | -0.0065 | 0.6894 | 0.8303 |
166
+ | No log | 6.0526 | 230 | 0.7216 | 0.0318 | 0.7216 | 0.8495 |
167
+ | No log | 6.1053 | 232 | 0.8619 | 0.0346 | 0.8619 | 0.9284 |
168
+ | No log | 6.1579 | 234 | 1.1602 | -0.0253 | 1.1602 | 1.0771 |
169
+ | No log | 6.2105 | 236 | 1.0188 | 0.0182 | 1.0188 | 1.0093 |
170
+ | No log | 6.2632 | 238 | 0.7540 | 0.0723 | 0.7540 | 0.8684 |
171
+ | No log | 6.3158 | 240 | 0.7870 | 0.1124 | 0.7870 | 0.8871 |
172
+ | No log | 6.3684 | 242 | 0.7810 | 0.1547 | 0.7810 | 0.8838 |
173
+ | No log | 6.4211 | 244 | 0.7171 | 0.0857 | 0.7171 | 0.8468 |
174
+ | No log | 6.4737 | 246 | 0.8151 | 0.0377 | 0.8151 | 0.9029 |
175
+ | No log | 6.5263 | 248 | 0.8587 | -0.0122 | 0.8587 | 0.9266 |
176
+ | No log | 6.5789 | 250 | 0.8742 | -0.0504 | 0.8742 | 0.9350 |
177
+ | No log | 6.6316 | 252 | 0.7766 | 0.1485 | 0.7766 | 0.8813 |
178
+ | No log | 6.6842 | 254 | 0.7449 | 0.1094 | 0.7449 | 0.8631 |
179
+ | No log | 6.7368 | 256 | 0.7462 | 0.1048 | 0.7462 | 0.8638 |
180
+ | No log | 6.7895 | 258 | 0.7163 | 0.0930 | 0.7163 | 0.8463 |
181
+ | No log | 6.8421 | 260 | 0.7652 | 0.0756 | 0.7652 | 0.8747 |
182
+ | No log | 6.8947 | 262 | 0.7633 | 0.0291 | 0.7633 | 0.8737 |
183
+ | No log | 6.9474 | 264 | 0.7193 | 0.0640 | 0.7193 | 0.8481 |
184
+ | No log | 7.0 | 266 | 0.7210 | 0.0640 | 0.7210 | 0.8491 |
185
+ | No log | 7.0526 | 268 | 0.7173 | 0.1081 | 0.7173 | 0.8469 |
186
+ | No log | 7.1053 | 270 | 0.7264 | 0.1311 | 0.7264 | 0.8523 |
187
+ | No log | 7.1579 | 272 | 0.7430 | 0.1553 | 0.7430 | 0.8620 |
188
+ | No log | 7.2105 | 274 | 0.7130 | 0.0976 | 0.7130 | 0.8444 |
189
+ | No log | 7.2632 | 276 | 0.7751 | 0.1121 | 0.7751 | 0.8804 |
190
+ | No log | 7.3158 | 278 | 0.7215 | 0.0693 | 0.7215 | 0.8494 |
191
+ | No log | 7.3684 | 280 | 0.7200 | 0.1395 | 0.7200 | 0.8485 |
192
+ | No log | 7.4211 | 282 | 0.7983 | 0.0711 | 0.7983 | 0.8935 |
193
+ | No log | 7.4737 | 284 | 0.6860 | 0.0956 | 0.6860 | 0.8282 |
194
+ | No log | 7.5263 | 286 | 0.7233 | 0.0702 | 0.7233 | 0.8505 |
195
+ | No log | 7.5789 | 288 | 0.8215 | 0.0767 | 0.8215 | 0.9064 |
196
+ | No log | 7.6316 | 290 | 0.7261 | 0.0693 | 0.7261 | 0.8521 |
197
+ | No log | 7.6842 | 292 | 0.6599 | 0.1979 | 0.6599 | 0.8124 |
198
+ | No log | 7.7368 | 294 | 0.7095 | 0.2034 | 0.7095 | 0.8423 |
199
+ | No log | 7.7895 | 296 | 0.6837 | 0.2258 | 0.6837 | 0.8269 |
200
+ | No log | 7.8421 | 298 | 0.7035 | 0.1626 | 0.7035 | 0.8387 |
201
+ | No log | 7.8947 | 300 | 0.7659 | -0.0150 | 0.7659 | 0.8752 |
202
+ | No log | 7.9474 | 302 | 0.7234 | 0.0218 | 0.7234 | 0.8505 |
203
+ | No log | 8.0 | 304 | 0.6884 | 0.1902 | 0.6884 | 0.8297 |
204
+ | No log | 8.0526 | 306 | 0.7979 | 0.2208 | 0.7979 | 0.8932 |
205
+ | No log | 8.1053 | 308 | 0.7897 | 0.1775 | 0.7897 | 0.8887 |
206
+ | No log | 8.1579 | 310 | 0.6950 | 0.2122 | 0.6950 | 0.8337 |
207
+ | No log | 8.2105 | 312 | 0.7667 | 0.1037 | 0.7667 | 0.8756 |
208
+ | No log | 8.2632 | 314 | 0.7672 | 0.0998 | 0.7672 | 0.8759 |
209
+ | No log | 8.3158 | 316 | 0.6970 | 0.2471 | 0.6970 | 0.8349 |
210
+ | No log | 8.3684 | 318 | 0.7697 | 0.1243 | 0.7697 | 0.8773 |
211
+ | No log | 8.4211 | 320 | 0.7834 | 0.0786 | 0.7834 | 0.8851 |
212
+ | No log | 8.4737 | 322 | 0.7057 | 0.1627 | 0.7057 | 0.8401 |
213
+ | No log | 8.5263 | 324 | 0.6961 | 0.1734 | 0.6961 | 0.8343 |
214
+ | No log | 8.5789 | 326 | 0.7123 | 0.0934 | 0.7123 | 0.8440 |
215
+ | No log | 8.6316 | 328 | 0.7248 | 0.1146 | 0.7248 | 0.8513 |
216
+ | No log | 8.6842 | 330 | 0.7807 | 0.0999 | 0.7807 | 0.8836 |
217
+ | No log | 8.7368 | 332 | 0.7273 | 0.0690 | 0.7273 | 0.8528 |
218
+ | No log | 8.7895 | 334 | 0.8419 | 0.0689 | 0.8419 | 0.9175 |
219
+ | No log | 8.8421 | 336 | 0.9863 | 0.0219 | 0.9863 | 0.9931 |
220
+ | No log | 8.8947 | 338 | 0.9136 | 0.0506 | 0.9136 | 0.9558 |
221
+ | No log | 8.9474 | 340 | 0.7817 | 0.1352 | 0.7817 | 0.8841 |
222
+ | No log | 9.0 | 342 | 0.7789 | 0.1001 | 0.7789 | 0.8826 |
223
+ | No log | 9.0526 | 344 | 0.7582 | 0.1047 | 0.7582 | 0.8707 |
224
+ | No log | 9.1053 | 346 | 0.7671 | 0.0588 | 0.7671 | 0.8758 |
225
+ | No log | 9.1579 | 348 | 0.7237 | 0.2386 | 0.7237 | 0.8507 |
226
+ | No log | 9.2105 | 350 | 0.7184 | 0.1567 | 0.7184 | 0.8476 |
227
+ | No log | 9.2632 | 352 | 0.7295 | 0.2030 | 0.7295 | 0.8541 |
228
+ | No log | 9.3158 | 354 | 0.7393 | 0.2030 | 0.7393 | 0.8598 |
229
+ | No log | 9.3684 | 356 | 0.7574 | 0.0357 | 0.7574 | 0.8703 |
230
+ | No log | 9.4211 | 358 | 0.8523 | 0.0913 | 0.8523 | 0.9232 |
231
+ | No log | 9.4737 | 360 | 0.8285 | 0.0961 | 0.8285 | 0.9102 |
232
+ | No log | 9.5263 | 362 | 0.7895 | 0.0846 | 0.7895 | 0.8885 |
233
+ | No log | 9.5789 | 364 | 0.7772 | 0.0798 | 0.7772 | 0.8816 |
234
+ | No log | 9.6316 | 366 | 0.8264 | 0.0831 | 0.8264 | 0.9091 |
235
+ | No log | 9.6842 | 368 | 0.8555 | 0.1149 | 0.8555 | 0.9249 |
236
+ | No log | 9.7368 | 370 | 0.9877 | -0.0571 | 0.9877 | 0.9938 |
237
+ | No log | 9.7895 | 372 | 0.9752 | -0.0200 | 0.9752 | 0.9875 |
238
+ | No log | 9.8421 | 374 | 0.8138 | 0.1942 | 0.8138 | 0.9021 |
239
+ | No log | 9.8947 | 376 | 0.7757 | 0.0514 | 0.7757 | 0.8807 |
240
+ | No log | 9.9474 | 378 | 0.7656 | 0.0455 | 0.7656 | 0.8750 |
241
+ | No log | 10.0 | 380 | 0.8148 | 0.1553 | 0.8148 | 0.9026 |
242
+ | No log | 10.0526 | 382 | 1.1760 | 0.0274 | 1.1760 | 1.0844 |
243
+ | No log | 10.1053 | 384 | 1.3344 | 0.0720 | 1.3344 | 1.1552 |
244
+ | No log | 10.1579 | 386 | 1.0524 | 0.0025 | 1.0524 | 1.0259 |
245
+ | No log | 10.2105 | 388 | 0.8092 | 0.1506 | 0.8092 | 0.8995 |
246
+ | No log | 10.2632 | 390 | 0.7259 | 0.2893 | 0.7259 | 0.8520 |
247
+ | No log | 10.3158 | 392 | 0.7320 | 0.1354 | 0.7320 | 0.8556 |
248
+ | No log | 10.3684 | 394 | 0.7451 | 0.2225 | 0.7451 | 0.8632 |
249
+ | No log | 10.4211 | 396 | 0.8004 | 0.0442 | 0.8004 | 0.8946 |
250
+ | No log | 10.4737 | 398 | 0.8741 | 0.0576 | 0.8741 | 0.9349 |
251
+ | No log | 10.5263 | 400 | 0.8467 | 0.0287 | 0.8467 | 0.9202 |
252
+ | No log | 10.5789 | 402 | 0.7716 | 0.0909 | 0.7716 | 0.8784 |
253
+ | No log | 10.6316 | 404 | 0.7679 | 0.1095 | 0.7679 | 0.8763 |
254
+ | No log | 10.6842 | 406 | 0.7747 | 0.0376 | 0.7747 | 0.8802 |
255
+ | No log | 10.7368 | 408 | 0.8121 | 0.0291 | 0.8121 | 0.9012 |
256
+ | No log | 10.7895 | 410 | 0.7860 | 0.0501 | 0.7860 | 0.8866 |
257
+ | No log | 10.8421 | 412 | 0.7826 | 0.1440 | 0.7826 | 0.8846 |
258
+ | No log | 10.8947 | 414 | 0.7718 | 0.1097 | 0.7718 | 0.8785 |
259
+ | No log | 10.9474 | 416 | 0.7379 | 0.1828 | 0.7379 | 0.8590 |
260
+ | No log | 11.0 | 418 | 0.7186 | 0.1486 | 0.7186 | 0.8477 |
261
+ | No log | 11.0526 | 420 | 0.7359 | 0.0187 | 0.7359 | 0.8578 |
262
+ | No log | 11.1053 | 422 | 0.7156 | 0.2030 | 0.7156 | 0.8459 |
263
+ | No log | 11.1579 | 424 | 0.7955 | 0.0549 | 0.7955 | 0.8919 |
264
+ | No log | 11.2105 | 426 | 0.9143 | 0.0912 | 0.9143 | 0.9562 |
265
+ | No log | 11.2632 | 428 | 0.8654 | 0.0986 | 0.8654 | 0.9303 |
266
+ | No log | 11.3158 | 430 | 0.7653 | 0.2225 | 0.7653 | 0.8748 |
267
+ | No log | 11.3684 | 432 | 0.7684 | 0.1236 | 0.7684 | 0.8766 |
268
+ | No log | 11.4211 | 434 | 0.8037 | 0.1268 | 0.8037 | 0.8965 |
269
+ | No log | 11.4737 | 436 | 0.9751 | 0.0778 | 0.9751 | 0.9875 |
270
+ | No log | 11.5263 | 438 | 1.0865 | 0.0659 | 1.0865 | 1.0423 |
271
+ | No log | 11.5789 | 440 | 0.9429 | 0.0134 | 0.9429 | 0.9710 |
272
+ | No log | 11.6316 | 442 | 0.8233 | 0.1243 | 0.8233 | 0.9074 |
273
+ | No log | 11.6842 | 444 | 0.7946 | 0.1899 | 0.7946 | 0.8914 |
274
+ | No log | 11.7368 | 446 | 0.8649 | 0.0748 | 0.8649 | 0.9300 |
275
+ | No log | 11.7895 | 448 | 0.8670 | 0.0748 | 0.8670 | 0.9312 |
276
+ | No log | 11.8421 | 450 | 0.8197 | 0.1243 | 0.8197 | 0.9053 |
277
+ | No log | 11.8947 | 452 | 0.8017 | 0.1836 | 0.8017 | 0.8954 |
278
+ | No log | 11.9474 | 454 | 0.7434 | 0.1433 | 0.7434 | 0.8622 |
279
+ | No log | 12.0 | 456 | 0.7468 | 0.2669 | 0.7468 | 0.8642 |
280
+ | No log | 12.0526 | 458 | 0.8139 | 0.0786 | 0.8139 | 0.9022 |
281
+ | No log | 12.1053 | 460 | 0.8105 | 0.0377 | 0.8105 | 0.9003 |
282
+ | No log | 12.1579 | 462 | 0.7331 | 0.2339 | 0.7331 | 0.8562 |
283
+ | No log | 12.2105 | 464 | 0.7191 | 0.1498 | 0.7191 | 0.8480 |
284
+ | No log | 12.2632 | 466 | 0.7489 | 0.1433 | 0.7489 | 0.8654 |
285
+ | No log | 12.3158 | 468 | 0.8397 | 0.0346 | 0.8397 | 0.9164 |
286
+ | No log | 12.3684 | 470 | 0.8201 | 0.1395 | 0.8201 | 0.9056 |
287
+ | No log | 12.4211 | 472 | 0.7982 | -0.0029 | 0.7982 | 0.8934 |
288
+ | No log | 12.4737 | 474 | 0.7886 | -0.0426 | 0.7886 | 0.8880 |
289
+ | No log | 12.5263 | 476 | 0.7833 | -0.0465 | 0.7833 | 0.8850 |
290
+ | No log | 12.5789 | 478 | 0.8070 | 0.1553 | 0.8070 | 0.8983 |
291
+ | No log | 12.6316 | 480 | 0.8347 | 0.0871 | 0.8347 | 0.9136 |
292
+ | No log | 12.6842 | 482 | 0.8643 | 0.0392 | 0.8643 | 0.9297 |
293
+ | No log | 12.7368 | 484 | 0.8068 | 0.0344 | 0.8068 | 0.8982 |
294
+ | No log | 12.7895 | 486 | 0.8340 | -0.0996 | 0.8340 | 0.9132 |
295
+ | No log | 12.8421 | 488 | 0.8472 | -0.0508 | 0.8472 | 0.9204 |
296
+ | No log | 12.8947 | 490 | 0.8079 | 0.0053 | 0.8079 | 0.8989 |
297
+ | No log | 12.9474 | 492 | 0.8665 | 0.0831 | 0.8665 | 0.9309 |
298
+ | No log | 13.0 | 494 | 0.8924 | 0.0392 | 0.8924 | 0.9447 |
299
+ | No log | 13.0526 | 496 | 0.8344 | 0.1196 | 0.8344 | 0.9135 |
300
+ | No log | 13.1053 | 498 | 0.8408 | -0.0513 | 0.8408 | 0.9170 |
301
+ | 0.3371 | 13.1579 | 500 | 0.9004 | -0.0317 | 0.9004 | 0.9489 |
302
+ | 0.3371 | 13.2105 | 502 | 0.8524 | -0.0528 | 0.8524 | 0.9232 |
303
+ | 0.3371 | 13.2632 | 504 | 0.8331 | 0.0821 | 0.8331 | 0.9128 |
304
+ | 0.3371 | 13.3158 | 506 | 0.8867 | -0.0799 | 0.8867 | 0.9416 |
305
+ | 0.3371 | 13.3684 | 508 | 0.8468 | 0.1387 | 0.8468 | 0.9202 |
306
+ | 0.3371 | 13.4211 | 510 | 0.7934 | 0.2304 | 0.7934 | 0.8907 |
307
+ | 0.3371 | 13.4737 | 512 | 0.7530 | 0.1433 | 0.7530 | 0.8677 |
308
+ | 0.3371 | 13.5263 | 514 | 0.7433 | 0.1807 | 0.7433 | 0.8621 |
309
+ | 0.3371 | 13.5789 | 516 | 0.7679 | 0.2009 | 0.7679 | 0.8763 |
310
+ | 0.3371 | 13.6316 | 518 | 0.8379 | 0.1336 | 0.8379 | 0.9153 |
311
+ | 0.3371 | 13.6842 | 520 | 0.8578 | 0.1336 | 0.8578 | 0.9262 |
312
+ | 0.3371 | 13.7368 | 522 | 0.8339 | 0.0538 | 0.8339 | 0.9132 |
313
+ | 0.3371 | 13.7895 | 524 | 0.7815 | 0.0236 | 0.7815 | 0.8840 |
314
+ | 0.3371 | 13.8421 | 526 | 0.7691 | 0.0732 | 0.7691 | 0.8770 |
315
+ | 0.3371 | 13.8947 | 528 | 0.7905 | 0.1495 | 0.7905 | 0.8891 |
316
+ | 0.3371 | 13.9474 | 530 | 0.7521 | 0.0869 | 0.7521 | 0.8672 |
317
+ | 0.3371 | 14.0 | 532 | 0.7609 | -0.0859 | 0.7609 | 0.8723 |
318
+ | 0.3371 | 14.0526 | 534 | 0.8196 | -0.1298 | 0.8196 | 0.9053 |
319
+ | 0.3371 | 14.1053 | 536 | 0.7920 | -0.1905 | 0.7920 | 0.8900 |
320
+ | 0.3371 | 14.1579 | 538 | 0.7760 | -0.0444 | 0.7760 | 0.8809 |
321
+ | 0.3371 | 14.2105 | 540 | 0.8009 | 0.2150 | 0.8009 | 0.8949 |
322
+ | 0.3371 | 14.2632 | 542 | 0.8656 | 0.0871 | 0.8656 | 0.9304 |
323
+ | 0.3371 | 14.3158 | 544 | 0.9070 | -0.0459 | 0.9070 | 0.9523 |
324
+ | 0.3371 | 14.3684 | 546 | 0.8809 | -0.0033 | 0.8809 | 0.9385 |
325
+ | 0.3371 | 14.4211 | 548 | 0.7899 | 0.1612 | 0.7899 | 0.8888 |
326
+ | 0.3371 | 14.4737 | 550 | 0.7607 | 0.0449 | 0.7607 | 0.8722 |
327
+ | 0.3371 | 14.5263 | 552 | 0.7469 | 0.1878 | 0.7469 | 0.8642 |
328
+ | 0.3371 | 14.5789 | 554 | 0.7928 | 0.1047 | 0.7928 | 0.8904 |
329
+ | 0.3371 | 14.6316 | 556 | 0.8979 | -0.0182 | 0.8979 | 0.9476 |
330
+ | 0.3371 | 14.6842 | 558 | 0.8997 | -0.0182 | 0.8997 | 0.9485 |
331
+ | 0.3371 | 14.7368 | 560 | 0.8348 | 0.0826 | 0.8348 | 0.9137 |
332
+ | 0.3371 | 14.7895 | 562 | 0.7354 | 0.1952 | 0.7354 | 0.8575 |
333
+ | 0.3371 | 14.8421 | 564 | 0.7280 | -0.0949 | 0.7280 | 0.8532 |
334
+ | 0.3371 | 14.8947 | 566 | 0.7204 | 0.1498 | 0.7204 | 0.8488 |
335
+ | 0.3371 | 14.9474 | 568 | 0.7598 | 0.1965 | 0.7598 | 0.8716 |
336
+ | 0.3371 | 15.0 | 570 | 0.9135 | -0.0571 | 0.9135 | 0.9558 |
337
+ | 0.3371 | 15.0526 | 572 | 1.0240 | 0.0006 | 1.0240 | 1.0119 |
338
+ | 0.3371 | 15.1053 | 574 | 0.8967 | -0.0228 | 0.8967 | 0.9469 |
339
+ | 0.3371 | 15.1579 | 576 | 0.7671 | 0.1047 | 0.7671 | 0.8758 |
340
+ | 0.3371 | 15.2105 | 578 | 0.6996 | 0.1433 | 0.6996 | 0.8364 |
341
+ | 0.3371 | 15.2632 | 580 | 0.6969 | 0.1433 | 0.6969 | 0.8348 |
342
+ | 0.3371 | 15.3158 | 582 | 0.7038 | 0.1311 | 0.7038 | 0.8389 |
343
+ | 0.3371 | 15.3684 | 584 | 0.7421 | 0.2034 | 0.7421 | 0.8614 |
344
+ | 0.3371 | 15.4211 | 586 | 0.8505 | 0.0576 | 0.8505 | 0.9222 |
345
+ | 0.3371 | 15.4737 | 588 | 0.8405 | 0.0609 | 0.8405 | 0.9168 |
346
+ | 0.3371 | 15.5263 | 590 | 0.8095 | 0.0871 | 0.8095 | 0.8997 |
347
+ | 0.3371 | 15.5789 | 592 | 0.8107 | 0.0913 | 0.8107 | 0.9004 |
348
+ | 0.3371 | 15.6316 | 594 | 0.8731 | -0.0471 | 0.8731 | 0.9344 |
349
+ | 0.3371 | 15.6842 | 596 | 0.9111 | -0.0558 | 0.9111 | 0.9545 |
350
+ | 0.3371 | 15.7368 | 598 | 0.8267 | 0.1193 | 0.8267 | 0.9092 |
351
+ | 0.3371 | 15.7895 | 600 | 0.7684 | 0.1311 | 0.7684 | 0.8766 |
352
+ | 0.3371 | 15.8421 | 602 | 0.7630 | 0.1362 | 0.7630 | 0.8735 |
353
+ | 0.3371 | 15.8947 | 604 | 0.7614 | 0.1362 | 0.7614 | 0.8726 |
354
+ | 0.3371 | 15.9474 | 606 | 0.7704 | 0.1196 | 0.7704 | 0.8777 |
355
+ | 0.3371 | 16.0 | 608 | 0.8657 | 0.0676 | 0.8657 | 0.9304 |
356
+ | 0.3371 | 16.0526 | 610 | 0.9662 | -0.0228 | 0.9662 | 0.9830 |
357
+ | 0.3371 | 16.1053 | 612 | 0.9289 | -0.0175 | 0.9289 | 0.9638 |
358
+ | 0.3371 | 16.1579 | 614 | 0.8034 | 0.1440 | 0.8034 | 0.8964 |
359
+ | 0.3371 | 16.2105 | 616 | 0.7525 | 0.1787 | 0.7525 | 0.8674 |
360
+ | 0.3371 | 16.2632 | 618 | 0.7437 | 0.1024 | 0.7437 | 0.8624 |
361
+ | 0.3371 | 16.3158 | 620 | 0.7389 | 0.1024 | 0.7389 | 0.8596 |
362
+ | 0.3371 | 16.3684 | 622 | 0.7359 | 0.1498 | 0.7359 | 0.8579 |
363
+ | 0.3371 | 16.4211 | 624 | 0.7461 | 0.0914 | 0.7461 | 0.8638 |
364
+ | 0.3371 | 16.4737 | 626 | 0.7850 | 0.1146 | 0.7850 | 0.8860 |
365
+ | 0.3371 | 16.5263 | 628 | 0.7921 | 0.1311 | 0.7921 | 0.8900 |
366
+ | 0.3371 | 16.5789 | 630 | 0.7788 | 0.1927 | 0.7788 | 0.8825 |
367
+ | 0.3371 | 16.6316 | 632 | 0.7878 | 0.0976 | 0.7878 | 0.8876 |
368
+ | 0.3371 | 16.6842 | 634 | 0.8106 | 0.1304 | 0.8106 | 0.9003 |
369
+ | 0.3371 | 16.7368 | 636 | 0.8945 | -0.0532 | 0.8945 | 0.9458 |
370
+ | 0.3371 | 16.7895 | 638 | 0.9368 | -0.0909 | 0.9368 | 0.9679 |
371
+ | 0.3371 | 16.8421 | 640 | 0.8562 | 0.0755 | 0.8562 | 0.9253 |
372
+ | 0.3371 | 16.8947 | 642 | 0.7779 | 0.0776 | 0.7779 | 0.8820 |
373
+ | 0.3371 | 16.9474 | 644 | 0.7557 | 0.1927 | 0.7557 | 0.8693 |
374
+ | 0.3371 | 17.0 | 646 | 0.7530 | 0.1878 | 0.7530 | 0.8677 |
375
+ | 0.3371 | 17.0526 | 648 | 0.7496 | 0.1878 | 0.7496 | 0.8658 |
376
+ | 0.3371 | 17.1053 | 650 | 0.7493 | 0.1878 | 0.7493 | 0.8656 |
377
+ | 0.3371 | 17.1579 | 652 | 0.7485 | 0.1878 | 0.7485 | 0.8651 |
378
+ | 0.3371 | 17.2105 | 654 | 0.7416 | 0.1856 | 0.7416 | 0.8612 |
379
+ | 0.3371 | 17.2632 | 656 | 0.7423 | 0.2315 | 0.7423 | 0.8616 |
380
+ | 0.3371 | 17.3158 | 658 | 0.7511 | 0.1340 | 0.7511 | 0.8667 |
381
+ | 0.3371 | 17.3684 | 660 | 0.7789 | 0.1003 | 0.7789 | 0.8826 |
382
+ | 0.3371 | 17.4211 | 662 | 0.8371 | 0.1582 | 0.8371 | 0.9150 |
383
+ | 0.3371 | 17.4737 | 664 | 0.8021 | 0.0876 | 0.8021 | 0.8956 |
384
+ | 0.3371 | 17.5263 | 666 | 0.7499 | 0.0840 | 0.7499 | 0.8660 |
385
+ | 0.3371 | 17.5789 | 668 | 0.7666 | 0.0514 | 0.7666 | 0.8755 |
386
+ | 0.3371 | 17.6316 | 670 | 0.7667 | 0.0097 | 0.7667 | 0.8756 |
387
+ | 0.3371 | 17.6842 | 672 | 0.7423 | 0.0898 | 0.7423 | 0.8616 |
388
+ | 0.3371 | 17.7368 | 674 | 0.7261 | 0.1856 | 0.7261 | 0.8521 |
389
+ | 0.3371 | 17.7895 | 676 | 0.7300 | 0.1856 | 0.7300 | 0.8544 |
390
+ | 0.3371 | 17.8421 | 678 | 0.7513 | 0.0460 | 0.7513 | 0.8668 |
391
+ | 0.3371 | 17.8947 | 680 | 0.7575 | 0.0460 | 0.7575 | 0.8704 |
392
+ | 0.3371 | 17.9474 | 682 | 0.7625 | 0.1347 | 0.7625 | 0.8732 |
393
+ | 0.3371 | 18.0 | 684 | 0.7800 | 0.0732 | 0.7800 | 0.8832 |
394
+ | 0.3371 | 18.0526 | 686 | 0.7845 | 0.0791 | 0.7845 | 0.8857 |
395
+ | 0.3371 | 18.1053 | 688 | 0.7909 | 0.0791 | 0.7909 | 0.8893 |
396
+ | 0.3371 | 18.1579 | 690 | 0.8295 | 0.0871 | 0.8295 | 0.9108 |
397
+ | 0.3371 | 18.2105 | 692 | 0.8637 | 0.0277 | 0.8637 | 0.9294 |
398
+ | 0.3371 | 18.2632 | 694 | 0.8776 | 0.0684 | 0.8776 | 0.9368 |
399
+ | 0.3371 | 18.3158 | 696 | 0.8617 | -0.0643 | 0.8617 | 0.9283 |
400
+ | 0.3371 | 18.3684 | 698 | 0.8575 | 0.0909 | 0.8575 | 0.9260 |
401
+ | 0.3371 | 18.4211 | 700 | 0.8801 | 0.0931 | 0.8801 | 0.9382 |
402
+ | 0.3371 | 18.4737 | 702 | 0.8510 | 0.0196 | 0.8510 | 0.9225 |
403
+ | 0.3371 | 18.5263 | 704 | 0.8239 | -0.0076 | 0.8239 | 0.9077 |
404
+ | 0.3371 | 18.5789 | 706 | 0.8806 | 0.1193 | 0.8806 | 0.9384 |
405
+ | 0.3371 | 18.6316 | 708 | 0.9292 | -0.0500 | 0.9292 | 0.9639 |
406
+ | 0.3371 | 18.6842 | 710 | 0.9433 | -0.0877 | 0.9433 | 0.9712 |
407
+ | 0.3371 | 18.7368 | 712 | 0.9022 | 0.0684 | 0.9022 | 0.9498 |
408
+ | 0.3371 | 18.7895 | 714 | 0.8692 | 0.0484 | 0.8692 | 0.9323 |
409
+ | 0.3371 | 18.8421 | 716 | 0.8503 | -0.0209 | 0.8503 | 0.9221 |
410
+ | 0.3371 | 18.8947 | 718 | 0.8333 | -0.0200 | 0.8333 | 0.9128 |
411
+ | 0.3371 | 18.9474 | 720 | 0.8718 | 0.0007 | 0.8718 | 0.9337 |
412
+ | 0.3371 | 19.0 | 722 | 0.8357 | 0.0632 | 0.8357 | 0.9142 |
413
+ | 0.3371 | 19.0526 | 724 | 0.7517 | 0.0428 | 0.7517 | 0.8670 |
414
+ | 0.3371 | 19.1053 | 726 | 0.7603 | 0.0600 | 0.7603 | 0.8720 |
415
+ | 0.3371 | 19.1579 | 728 | 0.7757 | 0.0490 | 0.7757 | 0.8808 |
416
+ | 0.3371 | 19.2105 | 730 | 0.7297 | 0.0680 | 0.7297 | 0.8542 |
417
+ | 0.3371 | 19.2632 | 732 | 0.7211 | 0.0889 | 0.7211 | 0.8492 |
418
+ | 0.3371 | 19.3158 | 734 | 0.7460 | -0.0248 | 0.7460 | 0.8637 |
419
+ | 0.3371 | 19.3684 | 736 | 0.7201 | 0.0889 | 0.7201 | 0.8486 |
420
+ | 0.3371 | 19.4211 | 738 | 0.6967 | 0.1311 | 0.6967 | 0.8347 |
421
+ | 0.3371 | 19.4737 | 740 | 0.7806 | 0.2077 | 0.7806 | 0.8835 |
422
+ | 0.3371 | 19.5263 | 742 | 0.8340 | 0.1406 | 0.8340 | 0.9132 |
423
+ | 0.3371 | 19.5789 | 744 | 0.7978 | 0.1542 | 0.7978 | 0.8932 |
424
+ | 0.3371 | 19.6316 | 746 | 0.7587 | 0.0205 | 0.7587 | 0.8710 |
425
+ | 0.3371 | 19.6842 | 748 | 0.7565 | -0.0054 | 0.7565 | 0.8698 |
426
+ | 0.3371 | 19.7368 | 750 | 0.7692 | 0.0798 | 0.7692 | 0.8771 |
427
+ | 0.3371 | 19.7895 | 752 | 0.7834 | 0.1001 | 0.7834 | 0.8851 |
428
+ | 0.3371 | 19.8421 | 754 | 0.8217 | 0.0362 | 0.8217 | 0.9065 |
429
+ | 0.3371 | 19.8947 | 756 | 0.8579 | -0.0163 | 0.8579 | 0.9262 |
430
+ | 0.3371 | 19.9474 | 758 | 0.8331 | 0.0711 | 0.8331 | 0.9128 |
431
+ | 0.3371 | 20.0 | 760 | 0.7960 | 0.0913 | 0.7960 | 0.8922 |
432
+ | 0.3371 | 20.0526 | 762 | 0.7949 | 0.0442 | 0.7949 | 0.8916 |
433
+ | 0.3371 | 20.1053 | 764 | 0.7883 | 0.0476 | 0.7883 | 0.8879 |
434
+ | 0.3371 | 20.1579 | 766 | 0.7843 | 0.1379 | 0.7843 | 0.8856 |
435
+ | 0.3371 | 20.2105 | 768 | 0.8053 | 0.0876 | 0.8053 | 0.8974 |
436
+ | 0.3371 | 20.2632 | 770 | 0.7890 | 0.1964 | 0.7890 | 0.8882 |
437
+ | 0.3371 | 20.3158 | 772 | 0.7892 | 0.1333 | 0.7892 | 0.8884 |
438
+ | 0.3371 | 20.3684 | 774 | 0.8105 | 0.0861 | 0.8105 | 0.9003 |
439
+ | 0.3371 | 20.4211 | 776 | 0.8225 | 0.0810 | 0.8225 | 0.9069 |
440
+ | 0.3371 | 20.4737 | 778 | 0.8466 | 0.0087 | 0.8466 | 0.9201 |
441
+ | 0.3371 | 20.5263 | 780 | 0.9095 | -0.0054 | 0.9095 | 0.9537 |
442
+ | 0.3371 | 20.5789 | 782 | 0.8681 | 0.0470 | 0.8681 | 0.9317 |
443
+ | 0.3371 | 20.6316 | 784 | 0.7982 | 0.0757 | 0.7982 | 0.8934 |
444
+ | 0.3371 | 20.6842 | 786 | 0.7670 | 0.1292 | 0.7670 | 0.8758 |
445
+ | 0.3371 | 20.7368 | 788 | 0.7333 | 0.1787 | 0.7333 | 0.8564 |
446
+ | 0.3371 | 20.7895 | 790 | 0.7553 | 0.0999 | 0.7553 | 0.8691 |
447
+ | 0.3371 | 20.8421 | 792 | 0.8255 | 0.0442 | 0.8255 | 0.9086 |
448
+ | 0.3371 | 20.8947 | 794 | 0.8122 | 0.0442 | 0.8122 | 0.9012 |
449
+ | 0.3371 | 20.9474 | 796 | 0.7655 | 0.0999 | 0.7655 | 0.8749 |
450
+ | 0.3371 | 21.0 | 798 | 0.7399 | 0.1565 | 0.7399 | 0.8602 |
451
+ | 0.3371 | 21.0526 | 800 | 0.7373 | 0.1599 | 0.7373 | 0.8586 |
452
+ | 0.3371 | 21.1053 | 802 | 0.7440 | 0.1599 | 0.7440 | 0.8625 |
453
+ | 0.3371 | 21.1579 | 804 | 0.7453 | 0.1196 | 0.7453 | 0.8633 |
454
+ | 0.3371 | 21.2105 | 806 | 0.7436 | 0.1787 | 0.7436 | 0.8623 |
455
+ | 0.3371 | 21.2632 | 808 | 0.7513 | 0.1196 | 0.7513 | 0.8668 |
456
+ | 0.3371 | 21.3158 | 810 | 0.7755 | 0.1495 | 0.7755 | 0.8806 |
457
+ | 0.3371 | 21.3684 | 812 | 0.7861 | 0.1775 | 0.7861 | 0.8866 |
458
+ | 0.3371 | 21.4211 | 814 | 0.8062 | 0.1291 | 0.8062 | 0.8979 |
459
+ | 0.3371 | 21.4737 | 816 | 0.8198 | 0.0377 | 0.8198 | 0.9054 |
460
+ | 0.3371 | 21.5263 | 818 | 0.8809 | 0.0909 | 0.8809 | 0.9385 |
461
+ | 0.3371 | 21.5789 | 820 | 0.8369 | 0.0711 | 0.8369 | 0.9148 |
462
+ | 0.3371 | 21.6316 | 822 | 0.7676 | 0.0913 | 0.7676 | 0.8761 |
463
+ | 0.3371 | 21.6842 | 824 | 0.7666 | 0.1342 | 0.7666 | 0.8756 |
464
+ | 0.3371 | 21.7368 | 826 | 0.8080 | 0.1291 | 0.8080 | 0.8989 |
465
+ | 0.3371 | 21.7895 | 828 | 0.8551 | 0.1024 | 0.8551 | 0.9247 |
466
+ | 0.3371 | 21.8421 | 830 | 0.8258 | 0.0786 | 0.8258 | 0.9087 |
467
+ | 0.3371 | 21.8947 | 832 | 0.7749 | 0.1342 | 0.7749 | 0.8803 |
468
+ | 0.3371 | 21.9474 | 834 | 0.7471 | 0.1627 | 0.7471 | 0.8644 |
469
+ | 0.3371 | 22.0 | 836 | 0.7479 | 0.1691 | 0.7479 | 0.8648 |
470
+ | 0.3371 | 22.0526 | 838 | 0.7951 | 0.1342 | 0.7951 | 0.8917 |
471
+ | 0.3371 | 22.1053 | 840 | 0.8823 | 0.0515 | 0.8823 | 0.9393 |
472
+ | 0.3371 | 22.1579 | 842 | 0.9756 | -0.0269 | 0.9756 | 0.9877 |
473
+ | 0.3371 | 22.2105 | 844 | 1.0452 | -0.0657 | 1.0452 | 1.0223 |
474
+ | 0.3371 | 22.2632 | 846 | 1.0125 | -0.0628 | 1.0125 | 1.0062 |
475
+ | 0.3371 | 22.3158 | 848 | 0.9053 | -0.0236 | 0.9053 | 0.9515 |
476
+ | 0.3371 | 22.3684 | 850 | 0.7987 | 0.1836 | 0.7987 | 0.8937 |
477
+ | 0.3371 | 22.4211 | 852 | 0.7906 | 0.2424 | 0.7906 | 0.8892 |
478
+ | 0.3371 | 22.4737 | 854 | 0.7902 | 0.2424 | 0.7902 | 0.8889 |
479
+ | 0.3371 | 22.5263 | 856 | 0.8312 | 0.0377 | 0.8312 | 0.9117 |
480
+ | 0.3371 | 22.5789 | 858 | 0.8540 | 0.0711 | 0.8540 | 0.9241 |
481
+ | 0.3371 | 22.6316 | 860 | 0.8516 | 0.0377 | 0.8516 | 0.9228 |
482
+ | 0.3371 | 22.6842 | 862 | 0.8126 | 0.1291 | 0.8126 | 0.9015 |
483
+ | 0.3371 | 22.7368 | 864 | 0.8018 | 0.0867 | 0.8018 | 0.8954 |
484
+ | 0.3371 | 22.7895 | 866 | 0.8037 | 0.0867 | 0.8037 | 0.8965 |
485
+ | 0.3371 | 22.8421 | 868 | 0.7982 | 0.0867 | 0.7982 | 0.8934 |
486
+ | 0.3371 | 22.8947 | 870 | 0.7742 | 0.0476 | 0.7742 | 0.8799 |
487
+ | 0.3371 | 22.9474 | 872 | 0.7778 | 0.1449 | 0.7778 | 0.8819 |
488
+ | 0.3371 | 23.0 | 874 | 0.7638 | 0.1431 | 0.7638 | 0.8740 |
489
+ | 0.3371 | 23.0526 | 876 | 0.7477 | 0.1354 | 0.7477 | 0.8647 |
490
+ | 0.3371 | 23.1053 | 878 | 0.7709 | 0.1196 | 0.7709 | 0.8780 |
491
+ | 0.3371 | 23.1579 | 880 | 0.8107 | 0.1440 | 0.8107 | 0.9004 |
492
+ | 0.3371 | 23.2105 | 882 | 0.8482 | -0.0425 | 0.8482 | 0.9210 |
493
+ | 0.3371 | 23.2632 | 884 | 0.8168 | 0.1449 | 0.8168 | 0.9038 |
494
+ | 0.3371 | 23.3158 | 886 | 0.7816 | 0.1096 | 0.7816 | 0.8841 |
495
+ | 0.3371 | 23.3684 | 888 | 0.7846 | 0.1095 | 0.7846 | 0.8858 |
496
+ | 0.3371 | 23.4211 | 890 | 0.7807 | 0.0393 | 0.7807 | 0.8836 |
497
+ | 0.3371 | 23.4737 | 892 | 0.7848 | -0.0774 | 0.7848 | 0.8859 |
498
+ | 0.3371 | 23.5263 | 894 | 0.7827 | -0.0774 | 0.7827 | 0.8847 |
499
+ | 0.3371 | 23.5789 | 896 | 0.7745 | 0.0757 | 0.7745 | 0.8801 |
500
+ | 0.3371 | 23.6316 | 898 | 0.7966 | 0.1440 | 0.7966 | 0.8926 |
501
+ | 0.3371 | 23.6842 | 900 | 0.7874 | 0.1485 | 0.7874 | 0.8874 |
502
+ | 0.3371 | 23.7368 | 902 | 0.7802 | 0.1189 | 0.7802 | 0.8833 |
503
+ | 0.3371 | 23.7895 | 904 | 0.7824 | 0.0757 | 0.7824 | 0.8846 |
504
+ | 0.3371 | 23.8421 | 906 | 0.7988 | 0.1485 | 0.7988 | 0.8937 |
505
+ | 0.3371 | 23.8947 | 908 | 0.8297 | 0.0959 | 0.8297 | 0.9109 |
506
+ | 0.3371 | 23.9474 | 910 | 0.8317 | 0.0959 | 0.8317 | 0.9120 |
507
+ | 0.3371 | 24.0 | 912 | 0.8223 | 0.1003 | 0.8223 | 0.9068 |
508
+ | 0.3371 | 24.0526 | 914 | 0.8035 | -0.0915 | 0.8035 | 0.8964 |
509
+ | 0.3371 | 24.1053 | 916 | 0.7937 | 0.0709 | 0.7937 | 0.8909 |
510
+ | 0.3371 | 24.1579 | 918 | 0.8112 | 0.0490 | 0.8112 | 0.9007 |
511
+ | 0.3371 | 24.2105 | 920 | 0.8816 | 0.0748 | 0.8816 | 0.9390 |
512
+ | 0.3371 | 24.2632 | 922 | 0.9763 | 0.0207 | 0.9763 | 0.9881 |
513
+ | 0.3371 | 24.3158 | 924 | 1.0009 | -0.0218 | 1.0009 | 1.0004 |
514
+ | 0.3371 | 24.3684 | 926 | 0.9041 | 0.1107 | 0.9041 | 0.9509 |
515
+ | 0.3371 | 24.4211 | 928 | 0.8035 | 0.0456 | 0.8035 | 0.8964 |
516
+ | 0.3371 | 24.4737 | 930 | 0.7817 | 0.1659 | 0.7817 | 0.8841 |
517
+ | 0.3371 | 24.5263 | 932 | 0.7826 | 0.0444 | 0.7826 | 0.8847 |
518
+ | 0.3371 | 24.5789 | 934 | 0.7762 | -0.0389 | 0.7762 | 0.8810 |
519
+ | 0.3371 | 24.6316 | 936 | 0.7582 | 0.2315 | 0.7582 | 0.8707 |
520
+ | 0.3371 | 24.6842 | 938 | 0.7812 | 0.1097 | 0.7812 | 0.8838 |
521
+ | 0.3371 | 24.7368 | 940 | 0.8395 | 0.0377 | 0.8395 | 0.9162 |
522
+ | 0.3371 | 24.7895 | 942 | 0.8424 | 0.0377 | 0.8424 | 0.9178 |
523
+ | 0.3371 | 24.8421 | 944 | 0.8103 | 0.0071 | 0.8103 | 0.9001 |
524
+ | 0.3371 | 24.8947 | 946 | 0.7876 | 0.1659 | 0.7876 | 0.8875 |
525
+ | 0.3371 | 24.9474 | 948 | 0.7931 | 0.0393 | 0.7931 | 0.8906 |
526
+ | 0.3371 | 25.0 | 950 | 0.8040 | -0.0051 | 0.8040 | 0.8966 |
527
+ | 0.3371 | 25.0526 | 952 | 0.8391 | -0.0251 | 0.8391 | 0.9160 |
528
+ | 0.3371 | 25.1053 | 954 | 0.9153 | 0.0755 | 0.9153 | 0.9567 |
529
+ | 0.3371 | 25.1579 | 956 | 0.9985 | 0.0111 | 0.9985 | 0.9993 |
530
+ | 0.3371 | 25.2105 | 958 | 0.9705 | 0.0157 | 0.9705 | 0.9851 |
531
+ | 0.3371 | 25.2632 | 960 | 0.8732 | 0.0392 | 0.8732 | 0.9345 |
532
+ | 0.3371 | 25.3158 | 962 | 0.8298 | -0.0723 | 0.8298 | 0.9109 |
533
+ | 0.3371 | 25.3684 | 964 | 0.8882 | 0.0966 | 0.8882 | 0.9424 |
534
+ | 0.3371 | 25.4211 | 966 | 0.9074 | 0.0350 | 0.9074 | 0.9526 |
535
+ | 0.3371 | 25.4737 | 968 | 0.8503 | 0.0275 | 0.8503 | 0.9221 |
536
+ | 0.3371 | 25.5263 | 970 | 0.7836 | -0.0444 | 0.7836 | 0.8852 |
537
+ | 0.3371 | 25.5789 | 972 | 0.7893 | 0.0732 | 0.7893 | 0.8884 |
538
+ | 0.3371 | 25.6316 | 974 | 0.8248 | 0.0525 | 0.8248 | 0.9082 |
539
+ | 0.3371 | 25.6842 | 976 | 0.8325 | 0.0574 | 0.8325 | 0.9124 |
540
+ | 0.3371 | 25.7368 | 978 | 0.8352 | -0.0549 | 0.8352 | 0.9139 |
541
+ | 0.3371 | 25.7895 | 980 | 0.8526 | -0.0357 | 0.8526 | 0.9234 |
542
+ | 0.3371 | 25.8421 | 982 | 0.8798 | -0.0723 | 0.8798 | 0.9380 |
543
+ | 0.3371 | 25.8947 | 984 | 0.8864 | -0.0723 | 0.8864 | 0.9415 |
544
+ | 0.3371 | 25.9474 | 986 | 0.8992 | -0.0548 | 0.8992 | 0.9483 |
545
 
546
 
547
  ### Framework versions