Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_task3_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
54d909b
·
verified ·
1 Parent(s): 2a7541a

End of training

Browse files
Files changed (1) hide show
  1. README.md +550 -267
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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_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: 0.7963
19
- - Qwk: 0.0783
20
- - Mse: 0.7963
21
- - Rmse: 0.8923
22
 
23
  ## Model description
24
 
@@ -49,267 +49,550 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0769 | 2 | 4.0471 | 0.0011 | 4.0471 | 2.0117 |
53
- | No log | 0.1538 | 4 | 2.1387 | -0.0296 | 2.1387 | 1.4624 |
54
- | No log | 0.2308 | 6 | 1.0899 | -0.0446 | 1.0899 | 1.0440 |
55
- | No log | 0.3077 | 8 | 1.0769 | -0.0704 | 1.0769 | 1.0377 |
56
- | No log | 0.3846 | 10 | 0.9415 | -0.1980 | 0.9415 | 0.9703 |
57
- | No log | 0.4615 | 12 | 0.9453 | -0.0617 | 0.9453 | 0.9723 |
58
- | No log | 0.5385 | 14 | 0.9054 | -0.1632 | 0.9054 | 0.9515 |
59
- | No log | 0.6154 | 16 | 0.9593 | -0.1612 | 0.9593 | 0.9794 |
60
- | No log | 0.6923 | 18 | 1.0944 | -0.0966 | 1.0944 | 1.0461 |
61
- | No log | 0.7692 | 20 | 1.0813 | -0.0218 | 1.0813 | 1.0398 |
62
- | No log | 0.8462 | 22 | 0.9571 | -0.0799 | 0.9571 | 0.9783 |
63
- | No log | 0.9231 | 24 | 0.7835 | 0.0191 | 0.7835 | 0.8852 |
64
- | No log | 1.0 | 26 | 0.7803 | 0.0191 | 0.7803 | 0.8834 |
65
- | No log | 1.0769 | 28 | 0.8061 | 0.0152 | 0.8061 | 0.8979 |
66
- | No log | 1.1538 | 30 | 0.8561 | -0.0295 | 0.8561 | 0.9252 |
67
- | No log | 1.2308 | 32 | 1.1247 | 0.0557 | 1.1247 | 1.0605 |
68
- | No log | 1.3077 | 34 | 1.6436 | 0.0558 | 1.6436 | 1.2820 |
69
- | No log | 1.3846 | 36 | 1.5267 | -0.0066 | 1.5267 | 1.2356 |
70
- | No log | 1.4615 | 38 | 0.9419 | -0.1334 | 0.9419 | 0.9705 |
71
- | No log | 1.5385 | 40 | 0.8990 | -0.0912 | 0.8990 | 0.9482 |
72
- | No log | 1.6154 | 42 | 0.8836 | -0.0187 | 0.8836 | 0.9400 |
73
- | No log | 1.6923 | 44 | 0.8665 | -0.0718 | 0.8665 | 0.9309 |
74
- | No log | 1.7692 | 46 | 1.2125 | -0.0228 | 1.2125 | 1.1011 |
75
- | No log | 1.8462 | 48 | 1.1537 | -0.0526 | 1.1537 | 1.0741 |
76
- | No log | 1.9231 | 50 | 0.8484 | -0.0274 | 0.8484 | 0.9211 |
77
- | No log | 2.0 | 52 | 0.8088 | -0.0976 | 0.8088 | 0.8994 |
78
- | No log | 2.0769 | 54 | 0.7956 | 0.0318 | 0.7956 | 0.8920 |
79
- | No log | 2.1538 | 56 | 0.8725 | 0.1196 | 0.8725 | 0.9341 |
80
- | No log | 2.2308 | 58 | 0.9474 | 0.0676 | 0.9474 | 0.9734 |
81
- | No log | 2.3077 | 60 | 0.8368 | 0.0123 | 0.8368 | 0.9148 |
82
- | No log | 2.3846 | 62 | 0.9160 | 0.0104 | 0.9160 | 0.9571 |
83
- | No log | 2.4615 | 64 | 0.9748 | -0.0204 | 0.9748 | 0.9873 |
84
- | No log | 2.5385 | 66 | 0.9259 | 0.0514 | 0.9259 | 0.9623 |
85
- | No log | 2.6154 | 68 | 0.9445 | 0.0733 | 0.9445 | 0.9719 |
86
- | No log | 2.6923 | 70 | 0.9482 | -0.0670 | 0.9482 | 0.9737 |
87
- | No log | 2.7692 | 72 | 0.9635 | -0.0670 | 0.9635 | 0.9816 |
88
- | No log | 2.8462 | 74 | 1.0172 | -0.0306 | 1.0172 | 1.0086 |
89
- | No log | 2.9231 | 76 | 1.0917 | 0.0116 | 1.0917 | 1.0448 |
90
- | No log | 3.0 | 78 | 1.1604 | -0.0045 | 1.1604 | 1.0772 |
91
- | No log | 3.0769 | 80 | 1.0939 | -0.0090 | 1.0939 | 1.0459 |
92
- | No log | 3.1538 | 82 | 1.3069 | -0.0145 | 1.3069 | 1.1432 |
93
- | No log | 3.2308 | 84 | 1.2012 | -0.0550 | 1.2012 | 1.0960 |
94
- | No log | 3.3077 | 86 | 1.0211 | 0.0036 | 1.0211 | 1.0105 |
95
- | No log | 3.3846 | 88 | 1.0376 | -0.0768 | 1.0376 | 1.0186 |
96
- | No log | 3.4615 | 90 | 0.9213 | 0.0488 | 0.9213 | 0.9598 |
97
- | No log | 3.5385 | 92 | 0.9695 | -0.0440 | 0.9695 | 0.9846 |
98
- | No log | 3.6154 | 94 | 0.8765 | 0.2063 | 0.8765 | 0.9362 |
99
- | No log | 3.6923 | 96 | 0.8648 | 0.0934 | 0.8648 | 0.9299 |
100
- | No log | 3.7692 | 98 | 0.8890 | -0.0209 | 0.8890 | 0.9429 |
101
- | No log | 3.8462 | 100 | 0.9054 | 0.2024 | 0.9054 | 0.9515 |
102
- | No log | 3.9231 | 102 | 1.2510 | 0.0028 | 1.2510 | 1.1185 |
103
- | No log | 4.0 | 104 | 1.6450 | 0.0408 | 1.6450 | 1.2826 |
104
- | No log | 4.0769 | 106 | 1.5976 | 0.0642 | 1.5976 | 1.2640 |
105
- | No log | 4.1538 | 108 | 1.1726 | -0.0651 | 1.1726 | 1.0829 |
106
- | No log | 4.2308 | 110 | 1.0868 | -0.1388 | 1.0868 | 1.0425 |
107
- | No log | 4.3077 | 112 | 1.1833 | -0.1131 | 1.1833 | 1.0878 |
108
- | No log | 4.3846 | 114 | 0.9503 | 0.1093 | 0.9503 | 0.9748 |
109
- | No log | 4.4615 | 116 | 1.0344 | -0.0269 | 1.0344 | 1.0171 |
110
- | No log | 4.5385 | 118 | 0.9588 | -0.0409 | 0.9588 | 0.9792 |
111
- | No log | 4.6154 | 120 | 0.8718 | 0.0236 | 0.8718 | 0.9337 |
112
- | No log | 4.6923 | 122 | 1.1816 | -0.0516 | 1.1816 | 1.0870 |
113
- | No log | 4.7692 | 124 | 1.1898 | -0.0492 | 1.1898 | 1.0908 |
114
- | No log | 4.8462 | 126 | 0.9229 | 0.1440 | 0.9229 | 0.9607 |
115
- | No log | 4.9231 | 128 | 1.1027 | 0.0824 | 1.1027 | 1.0501 |
116
- | No log | 5.0 | 130 | 1.1050 | 0.0558 | 1.1050 | 1.0512 |
117
- | No log | 5.0769 | 132 | 0.8667 | 0.0827 | 0.8667 | 0.9309 |
118
- | No log | 5.1538 | 134 | 1.0520 | -0.0486 | 1.0520 | 1.0257 |
119
- | No log | 5.2308 | 136 | 1.0901 | -0.0845 | 1.0901 | 1.0441 |
120
- | No log | 5.3077 | 138 | 0.8718 | -0.0643 | 0.8718 | 0.9337 |
121
- | No log | 5.3846 | 140 | 0.8398 | 0.0359 | 0.8398 | 0.9164 |
122
- | No log | 5.4615 | 142 | 0.8863 | 0.0600 | 0.8863 | 0.9414 |
123
- | No log | 5.5385 | 144 | 1.0203 | -0.0828 | 1.0203 | 1.0101 |
124
- | No log | 5.6154 | 146 | 0.9898 | -0.0828 | 0.9898 | 0.9949 |
125
- | No log | 5.6923 | 148 | 0.9091 | 0.0318 | 0.9091 | 0.9535 |
126
- | No log | 5.7692 | 150 | 0.9887 | 0.1504 | 0.9887 | 0.9943 |
127
- | No log | 5.8462 | 152 | 1.1743 | 0.0401 | 1.1743 | 1.0837 |
128
- | No log | 5.9231 | 154 | 1.1400 | 0.0390 | 1.1400 | 1.0677 |
129
- | No log | 6.0 | 156 | 0.9850 | 0.1367 | 0.9850 | 0.9925 |
130
- | No log | 6.0769 | 158 | 1.0908 | 0.0257 | 1.0908 | 1.0444 |
131
- | No log | 6.1538 | 160 | 1.0546 | -0.0118 | 1.0546 | 1.0269 |
132
- | No log | 6.2308 | 162 | 0.8958 | 0.0733 | 0.8958 | 0.9465 |
133
- | No log | 6.3077 | 164 | 0.8957 | 0.0101 | 0.8957 | 0.9464 |
134
- | No log | 6.3846 | 166 | 0.8421 | 0.1561 | 0.8421 | 0.9176 |
135
- | No log | 6.4615 | 168 | 1.0316 | -0.0862 | 1.0316 | 1.0157 |
136
- | No log | 6.5385 | 170 | 1.1644 | 0.0578 | 1.1644 | 1.0791 |
137
- | No log | 6.6154 | 172 | 0.9229 | -0.0425 | 0.9229 | 0.9607 |
138
- | No log | 6.6923 | 174 | 0.8569 | 0.1034 | 0.8569 | 0.9257 |
139
- | No log | 6.7692 | 176 | 0.9955 | -0.0533 | 0.9955 | 0.9977 |
140
- | No log | 6.8462 | 178 | 0.9302 | 0.0351 | 0.9302 | 0.9645 |
141
- | No log | 6.9231 | 180 | 0.9157 | 0.0161 | 0.9157 | 0.9569 |
142
- | No log | 7.0 | 182 | 1.0730 | -0.0124 | 1.0730 | 1.0359 |
143
- | No log | 7.0769 | 184 | 0.9562 | 0.0060 | 0.9562 | 0.9779 |
144
- | No log | 7.1538 | 186 | 0.9324 | 0.0559 | 0.9324 | 0.9656 |
145
- | No log | 7.2308 | 188 | 0.9485 | 0.0007 | 0.9485 | 0.9739 |
146
- | No log | 7.3077 | 190 | 0.8411 | 0.0518 | 0.8411 | 0.9171 |
147
- | No log | 7.3846 | 192 | 0.8408 | 0.0214 | 0.8408 | 0.9169 |
148
- | No log | 7.4615 | 194 | 0.9018 | -0.0355 | 0.9018 | 0.9496 |
149
- | No log | 7.5385 | 196 | 0.8601 | -0.0316 | 0.8601 | 0.9274 |
150
- | No log | 7.6154 | 198 | 0.8354 | 0.0183 | 0.8354 | 0.9140 |
151
- | No log | 7.6923 | 200 | 0.8154 | 0.0269 | 0.8154 | 0.9030 |
152
- | No log | 7.7692 | 202 | 0.8408 | 0.0757 | 0.8408 | 0.9169 |
153
- | No log | 7.8462 | 204 | 0.8542 | 0.1236 | 0.8542 | 0.9242 |
154
- | No log | 7.9231 | 206 | 0.8633 | 0.1139 | 0.8633 | 0.9291 |
155
- | No log | 8.0 | 208 | 0.8865 | 0.1591 | 0.8865 | 0.9415 |
156
- | No log | 8.0769 | 210 | 0.8951 | 0.1475 | 0.8951 | 0.9461 |
157
- | No log | 8.1538 | 212 | 0.8789 | 0.0670 | 0.8789 | 0.9375 |
158
- | No log | 8.2308 | 214 | 0.9091 | 0.0856 | 0.9091 | 0.9535 |
159
- | No log | 8.3077 | 216 | 0.8809 | 0.0376 | 0.8809 | 0.9386 |
160
- | No log | 8.3846 | 218 | 0.8828 | 0.0846 | 0.8828 | 0.9396 |
161
- | No log | 8.4615 | 220 | 0.8970 | 0.0764 | 0.8970 | 0.9471 |
162
- | No log | 8.5385 | 222 | 0.9504 | 0.0870 | 0.9504 | 0.9749 |
163
- | No log | 8.6154 | 224 | 0.9710 | 0.0529 | 0.9710 | 0.9854 |
164
- | No log | 8.6923 | 226 | 0.9157 | 0.0916 | 0.9157 | 0.9569 |
165
- | No log | 8.7692 | 228 | 0.9050 | 0.0613 | 0.9050 | 0.9513 |
166
- | No log | 8.8462 | 230 | 0.8422 | -0.0103 | 0.8422 | 0.9177 |
167
- | No log | 8.9231 | 232 | 0.8397 | -0.0103 | 0.8397 | 0.9163 |
168
- | No log | 9.0 | 234 | 0.8674 | -0.0375 | 0.8674 | 0.9313 |
169
- | No log | 9.0769 | 236 | 0.8572 | 0.0257 | 0.8572 | 0.9258 |
170
- | No log | 9.1538 | 238 | 0.8418 | -0.0218 | 0.8418 | 0.9175 |
171
- | No log | 9.2308 | 240 | 0.7946 | -0.0030 | 0.7946 | 0.8914 |
172
- | No log | 9.3077 | 242 | 0.7864 | 0.0513 | 0.7864 | 0.8868 |
173
- | No log | 9.3846 | 244 | 0.7780 | -0.0228 | 0.7780 | 0.8820 |
174
- | No log | 9.4615 | 246 | 0.9831 | 0.0515 | 0.9831 | 0.9915 |
175
- | No log | 9.5385 | 248 | 0.9547 | 0.0515 | 0.9547 | 0.9771 |
176
- | No log | 9.6154 | 250 | 0.8281 | 0.0512 | 0.8281 | 0.9100 |
177
- | No log | 9.6923 | 252 | 0.7947 | -0.0170 | 0.7947 | 0.8915 |
178
- | No log | 9.7692 | 254 | 0.8371 | 0.0856 | 0.8371 | 0.9149 |
179
- | No log | 9.8462 | 256 | 0.8353 | 0.0749 | 0.8353 | 0.9139 |
180
- | No log | 9.9231 | 258 | 0.8859 | 0.0068 | 0.8859 | 0.9412 |
181
- | No log | 10.0 | 260 | 0.8613 | 0.0095 | 0.8613 | 0.9281 |
182
- | No log | 10.0769 | 262 | 0.7919 | 0.0289 | 0.7919 | 0.8899 |
183
- | No log | 10.1538 | 264 | 0.8128 | 0.1327 | 0.8128 | 0.9016 |
184
- | No log | 10.2308 | 266 | 0.8166 | 0.0764 | 0.8166 | 0.9037 |
185
- | No log | 10.3077 | 268 | 0.8398 | 0.1561 | 0.8398 | 0.9164 |
186
- | No log | 10.3846 | 270 | 0.9963 | -0.0378 | 0.9963 | 0.9982 |
187
- | No log | 10.4615 | 272 | 1.2418 | 0.0585 | 1.2418 | 1.1144 |
188
- | No log | 10.5385 | 274 | 1.0671 | -0.0128 | 1.0671 | 1.0330 |
189
- | No log | 10.6154 | 276 | 0.8702 | 0.2290 | 0.8702 | 0.9328 |
190
- | No log | 10.6923 | 278 | 0.8867 | 0.1891 | 0.8867 | 0.9417 |
191
- | No log | 10.7692 | 280 | 0.8194 | 0.1138 | 0.8194 | 0.9052 |
192
- | No log | 10.8462 | 282 | 0.9148 | -0.0440 | 0.9148 | 0.9564 |
193
- | No log | 10.9231 | 284 | 0.9920 | -0.0840 | 0.9920 | 0.9960 |
194
- | No log | 11.0 | 286 | 0.8616 | 0.0490 | 0.8616 | 0.9282 |
195
- | No log | 11.0769 | 288 | 0.8059 | 0.1604 | 0.8059 | 0.8977 |
196
- | No log | 11.1538 | 290 | 0.8376 | 0.0989 | 0.8376 | 0.9152 |
197
- | No log | 11.2308 | 292 | 0.8012 | 0.1604 | 0.8012 | 0.8951 |
198
- | No log | 11.3077 | 294 | 0.8448 | 0.1095 | 0.8448 | 0.9191 |
199
- | No log | 11.3846 | 296 | 0.8687 | 0.0562 | 0.8687 | 0.9320 |
200
- | No log | 11.4615 | 298 | 0.9355 | -0.0471 | 0.9355 | 0.9672 |
201
- | No log | 11.5385 | 300 | 0.9037 | -0.0054 | 0.9037 | 0.9507 |
202
- | No log | 11.6154 | 302 | 0.8065 | 0.1146 | 0.8065 | 0.8980 |
203
- | No log | 11.6923 | 304 | 0.7678 | 0.0776 | 0.7678 | 0.8762 |
204
- | No log | 11.7692 | 306 | 0.7640 | -0.0595 | 0.7640 | 0.8741 |
205
- | No log | 11.8462 | 308 | 0.7862 | 0.0798 | 0.7862 | 0.8867 |
206
- | No log | 11.9231 | 310 | 0.8386 | 0.1187 | 0.8386 | 0.9157 |
207
- | No log | 12.0 | 312 | 0.9128 | 0.0652 | 0.9128 | 0.9554 |
208
- | No log | 12.0769 | 314 | 1.0031 | -0.0008 | 1.0031 | 1.0016 |
209
- | No log | 12.1538 | 316 | 0.9307 | 0.0966 | 0.9307 | 0.9647 |
210
- | No log | 12.2308 | 318 | 0.9055 | 0.1212 | 0.9055 | 0.9516 |
211
- | No log | 12.3077 | 320 | 0.9071 | 0.1212 | 0.9071 | 0.9524 |
212
- | No log | 12.3846 | 322 | 0.8642 | 0.1232 | 0.8642 | 0.9296 |
213
- | No log | 12.4615 | 324 | 0.8376 | 0.0690 | 0.8376 | 0.9152 |
214
- | No log | 12.5385 | 326 | 0.8113 | 0.0776 | 0.8113 | 0.9007 |
215
- | No log | 12.6154 | 328 | 0.8152 | 0.0783 | 0.8152 | 0.9029 |
216
- | No log | 12.6923 | 330 | 0.8178 | 0.0783 | 0.8178 | 0.9043 |
217
- | No log | 12.7692 | 332 | 0.8539 | 0.1196 | 0.8539 | 0.9241 |
218
- | No log | 12.8462 | 334 | 0.9553 | -0.0362 | 0.9553 | 0.9774 |
219
- | No log | 12.9231 | 336 | 0.9509 | -0.0315 | 0.9509 | 0.9751 |
220
- | No log | 13.0 | 338 | 0.9161 | 0.1308 | 0.9161 | 0.9571 |
221
- | No log | 13.0769 | 340 | 0.8849 | 0.2412 | 0.8849 | 0.9407 |
222
- | No log | 13.1538 | 342 | 0.8681 | 0.2709 | 0.8681 | 0.9317 |
223
- | No log | 13.2308 | 344 | 0.8403 | 0.0622 | 0.8403 | 0.9167 |
224
- | No log | 13.3077 | 346 | 0.8170 | 0.0611 | 0.8170 | 0.9039 |
225
- | No log | 13.3846 | 348 | 0.7860 | 0.1244 | 0.7860 | 0.8866 |
226
- | No log | 13.4615 | 350 | 0.7759 | 0.1244 | 0.7759 | 0.8809 |
227
- | No log | 13.5385 | 352 | 0.8069 | 0.0157 | 0.8069 | 0.8983 |
228
- | No log | 13.6154 | 354 | 0.8033 | 0.0985 | 0.8033 | 0.8963 |
229
- | No log | 13.6923 | 356 | 0.8109 | 0.0650 | 0.8109 | 0.9005 |
230
- | No log | 13.7692 | 358 | 1.0277 | -0.0496 | 1.0277 | 1.0137 |
231
- | No log | 13.8462 | 360 | 1.1590 | 0.0673 | 1.1590 | 1.0766 |
232
- | No log | 13.9231 | 362 | 0.9881 | 0.0267 | 0.9881 | 0.9940 |
233
- | No log | 14.0 | 364 | 0.8426 | 0.1179 | 0.8426 | 0.9179 |
234
- | No log | 14.0769 | 366 | 1.0286 | 0.0764 | 1.0286 | 1.0142 |
235
- | No log | 14.1538 | 368 | 1.0608 | 0.0462 | 1.0608 | 1.0299 |
236
- | No log | 14.2308 | 370 | 0.8701 | 0.0934 | 0.8701 | 0.9328 |
237
- | No log | 14.3077 | 372 | 0.7604 | 0.1722 | 0.7604 | 0.8720 |
238
- | No log | 14.3846 | 374 | 0.7489 | 0.1722 | 0.7489 | 0.8654 |
239
- | No log | 14.4615 | 376 | 0.7609 | 0.1612 | 0.7609 | 0.8723 |
240
- | No log | 14.5385 | 378 | 0.7431 | 0.1612 | 0.7431 | 0.8620 |
241
- | No log | 14.6154 | 380 | 0.7221 | 0.1304 | 0.7221 | 0.8497 |
242
- | No log | 14.6923 | 382 | 0.7189 | 0.1304 | 0.7189 | 0.8479 |
243
- | No log | 14.7692 | 384 | 0.7327 | 0.1612 | 0.7327 | 0.8560 |
244
- | No log | 14.8462 | 386 | 0.7730 | 0.0525 | 0.7730 | 0.8792 |
245
- | No log | 14.9231 | 388 | 0.8681 | 0.0333 | 0.8681 | 0.9317 |
246
- | No log | 15.0 | 390 | 0.8687 | 0.0333 | 0.8687 | 0.9321 |
247
- | No log | 15.0769 | 392 | 0.8337 | 0.0424 | 0.8337 | 0.9131 |
248
- | No log | 15.1538 | 394 | 0.7998 | 0.0118 | 0.7998 | 0.8943 |
249
- | No log | 15.2308 | 396 | 0.7719 | 0.0650 | 0.7719 | 0.8786 |
250
- | No log | 15.3077 | 398 | 0.7682 | 0.1644 | 0.7682 | 0.8765 |
251
- | No log | 15.3846 | 400 | 0.7785 | 0.0690 | 0.7785 | 0.8823 |
252
- | No log | 15.4615 | 402 | 0.8379 | 0.0490 | 0.8379 | 0.9154 |
253
- | No log | 15.5385 | 404 | 0.8353 | 0.0490 | 0.8353 | 0.9140 |
254
- | No log | 15.6154 | 406 | 0.7860 | 0.1187 | 0.7860 | 0.8866 |
255
- | No log | 15.6923 | 408 | 0.7950 | 0.1187 | 0.7950 | 0.8916 |
256
- | No log | 15.7692 | 410 | 0.7850 | 0.1189 | 0.7850 | 0.8860 |
257
- | No log | 15.8462 | 412 | 0.7757 | 0.1189 | 0.7757 | 0.8808 |
258
- | No log | 15.9231 | 414 | 0.7771 | 0.0741 | 0.7771 | 0.8815 |
259
- | No log | 16.0 | 416 | 0.7825 | 0.2078 | 0.7825 | 0.8846 |
260
- | No log | 16.0769 | 418 | 0.7909 | 0.0741 | 0.7909 | 0.8893 |
261
- | No log | 16.1538 | 420 | 0.8255 | 0.0822 | 0.8255 | 0.9086 |
262
- | No log | 16.2308 | 422 | 0.8047 | 0.1189 | 0.8047 | 0.8970 |
263
- | No log | 16.3077 | 424 | 0.8049 | 0.1599 | 0.8049 | 0.8971 |
264
- | No log | 16.3846 | 426 | 0.8170 | 0.1599 | 0.8170 | 0.9039 |
265
- | No log | 16.4615 | 428 | 0.8309 | 0.1599 | 0.8309 | 0.9115 |
266
- | No log | 16.5385 | 430 | 0.8357 | 0.1591 | 0.8357 | 0.9142 |
267
- | No log | 16.6154 | 432 | 0.8505 | 0.1942 | 0.8505 | 0.9222 |
268
- | No log | 16.6923 | 434 | 0.8469 | 0.1591 | 0.8469 | 0.9202 |
269
- | No log | 16.7692 | 436 | 0.8504 | 0.0741 | 0.8504 | 0.9222 |
270
- | No log | 16.8462 | 438 | 0.8323 | 0.0741 | 0.8323 | 0.9123 |
271
- | No log | 16.9231 | 440 | 0.8485 | 0.0119 | 0.8485 | 0.9211 |
272
- | No log | 17.0 | 442 | 0.8501 | 0.0172 | 0.8501 | 0.9220 |
273
- | No log | 17.0769 | 444 | 0.8208 | 0.0488 | 0.8208 | 0.9060 |
274
- | No log | 17.1538 | 446 | 0.7819 | -0.0567 | 0.7819 | 0.8842 |
275
- | No log | 17.2308 | 448 | 0.7742 | 0.1675 | 0.7742 | 0.8799 |
276
- | No log | 17.3077 | 450 | 0.8208 | 0.1146 | 0.8208 | 0.9060 |
277
- | No log | 17.3846 | 452 | 0.8235 | 0.1146 | 0.8235 | 0.9075 |
278
- | No log | 17.4615 | 454 | 0.8131 | 0.0341 | 0.8131 | 0.9017 |
279
- | No log | 17.5385 | 456 | 0.8209 | -0.0163 | 0.8209 | 0.9060 |
280
- | No log | 17.6154 | 458 | 0.8561 | 0.0123 | 0.8561 | 0.9253 |
281
- | No log | 17.6923 | 460 | 0.9074 | 0.0346 | 0.9074 | 0.9526 |
282
- | No log | 17.7692 | 462 | 0.8160 | -0.0295 | 0.8160 | 0.9033 |
283
- | No log | 17.8462 | 464 | 0.7634 | 0.0828 | 0.7634 | 0.8737 |
284
- | No log | 17.9231 | 466 | 0.8193 | 0.1079 | 0.8193 | 0.9052 |
285
- | No log | 18.0 | 468 | 0.8494 | 0.1800 | 0.8494 | 0.9216 |
286
- | No log | 18.0769 | 470 | 0.8078 | 0.0846 | 0.8078 | 0.8988 |
287
- | No log | 18.1538 | 472 | 0.8056 | -0.0573 | 0.8056 | 0.8976 |
288
- | No log | 18.2308 | 474 | 0.8216 | -0.0573 | 0.8216 | 0.9064 |
289
- | No log | 18.3077 | 476 | 0.8248 | -0.0108 | 0.8248 | 0.9082 |
290
- | No log | 18.3846 | 478 | 0.8207 | -0.0108 | 0.8207 | 0.9059 |
291
- | No log | 18.4615 | 480 | 0.8037 | 0.0247 | 0.8037 | 0.8965 |
292
- | No log | 18.5385 | 482 | 0.7554 | 0.0821 | 0.7554 | 0.8691 |
293
- | No log | 18.6154 | 484 | 0.7490 | 0.0432 | 0.7490 | 0.8654 |
294
- | No log | 18.6923 | 486 | 0.7752 | -0.0366 | 0.7752 | 0.8805 |
295
- | No log | 18.7692 | 488 | 0.7594 | -0.0029 | 0.7594 | 0.8714 |
296
- | No log | 18.8462 | 490 | 0.7716 | 0.1254 | 0.7716 | 0.8784 |
297
- | No log | 18.9231 | 492 | 0.8528 | 0.0512 | 0.8528 | 0.9235 |
298
- | No log | 19.0 | 494 | 0.8728 | 0.0490 | 0.8728 | 0.9342 |
299
- | No log | 19.0769 | 496 | 0.8461 | 0.0341 | 0.8461 | 0.9198 |
300
- | No log | 19.1538 | 498 | 0.9576 | 0.1259 | 0.9576 | 0.9786 |
301
- | 0.288 | 19.2308 | 500 | 0.9959 | 0.0947 | 0.9959 | 0.9980 |
302
- | 0.288 | 19.3077 | 502 | 0.8993 | 0.1623 | 0.8993 | 0.9483 |
303
- | 0.288 | 19.3846 | 504 | 0.8426 | 0.0341 | 0.8426 | 0.9179 |
304
- | 0.288 | 19.4615 | 506 | 0.8230 | 0.1254 | 0.8230 | 0.9072 |
305
- | 0.288 | 19.5385 | 508 | 0.8039 | 0.1254 | 0.8039 | 0.8966 |
306
- | 0.288 | 19.6154 | 510 | 0.7758 | 0.1254 | 0.7758 | 0.8808 |
307
- | 0.288 | 19.6923 | 512 | 0.7562 | 0.1254 | 0.7562 | 0.8696 |
308
- | 0.288 | 19.7692 | 514 | 0.7657 | 0.0783 | 0.7657 | 0.8750 |
309
- | 0.288 | 19.8462 | 516 | 0.7824 | 0.0783 | 0.7824 | 0.8845 |
310
- | 0.288 | 19.9231 | 518 | 0.7883 | 0.0783 | 0.7883 | 0.8879 |
311
- | 0.288 | 20.0 | 520 | 0.7881 | 0.0783 | 0.7881 | 0.8877 |
312
- | 0.288 | 20.0769 | 522 | 0.7963 | 0.0783 | 0.7963 | 0.8923 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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: 0.7940
19
+ - Qwk: 0.0867
20
+ - Mse: 0.7940
21
+ - Rmse: 0.8911
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 3.5718 | -0.0058 | 3.5718 | 1.8899 |
53
+ | No log | 0.1290 | 4 | 1.8544 | 0.0191 | 1.8544 | 1.3618 |
54
+ | No log | 0.1935 | 6 | 1.5560 | 0.0 | 1.5560 | 1.2474 |
55
+ | No log | 0.2581 | 8 | 1.1043 | -0.0704 | 1.1043 | 1.0509 |
56
+ | No log | 0.3226 | 10 | 0.8606 | -0.0390 | 0.8606 | 0.9277 |
57
+ | No log | 0.3871 | 12 | 0.8062 | -0.0739 | 0.8062 | 0.8979 |
58
+ | No log | 0.4516 | 14 | 0.9683 | -0.0532 | 0.9683 | 0.9840 |
59
+ | No log | 0.5161 | 16 | 1.3711 | -0.0435 | 1.3711 | 1.1709 |
60
+ | No log | 0.5806 | 18 | 1.2133 | -0.0067 | 1.2133 | 1.1015 |
61
+ | No log | 0.6452 | 20 | 1.0927 | -0.0583 | 1.0927 | 1.0453 |
62
+ | No log | 0.7097 | 22 | 0.7881 | -0.0287 | 0.7881 | 0.8877 |
63
+ | No log | 0.7742 | 24 | 0.6961 | 0.0460 | 0.6961 | 0.8343 |
64
+ | No log | 0.8387 | 26 | 0.7335 | 0.1259 | 0.7335 | 0.8565 |
65
+ | No log | 0.9032 | 28 | 0.9198 | -0.0442 | 0.9198 | 0.9591 |
66
+ | No log | 0.9677 | 30 | 0.7296 | 0.0460 | 0.7296 | 0.8541 |
67
+ | No log | 1.0323 | 32 | 0.7166 | 0.0555 | 0.7166 | 0.8465 |
68
+ | No log | 1.0968 | 34 | 0.7522 | 0.0555 | 0.7522 | 0.8673 |
69
+ | No log | 1.1613 | 36 | 0.8654 | -0.1131 | 0.8654 | 0.9303 |
70
+ | No log | 1.2258 | 38 | 1.3733 | -0.0602 | 1.3733 | 1.1719 |
71
+ | No log | 1.2903 | 40 | 1.1776 | -0.0586 | 1.1776 | 1.0852 |
72
+ | No log | 1.3548 | 42 | 0.8430 | -0.0595 | 0.8430 | 0.9181 |
73
+ | No log | 1.4194 | 44 | 0.8895 | -0.0366 | 0.8895 | 0.9432 |
74
+ | No log | 1.4839 | 46 | 0.9204 | -0.1072 | 0.9204 | 0.9594 |
75
+ | No log | 1.5484 | 48 | 1.1270 | -0.0097 | 1.1270 | 1.0616 |
76
+ | No log | 1.6129 | 50 | 0.9912 | -0.0778 | 0.9912 | 0.9956 |
77
+ | No log | 1.6774 | 52 | 0.9032 | 0.0230 | 0.9032 | 0.9504 |
78
+ | No log | 1.7419 | 54 | 0.9226 | 0.0537 | 0.9226 | 0.9605 |
79
+ | No log | 1.8065 | 56 | 0.9641 | 0.0351 | 0.9641 | 0.9819 |
80
+ | No log | 1.8710 | 58 | 1.0299 | 0.0238 | 1.0299 | 1.0148 |
81
+ | No log | 1.9355 | 60 | 1.0301 | 0.0325 | 1.0301 | 1.0149 |
82
+ | No log | 2.0 | 62 | 1.0172 | 0.0702 | 1.0172 | 1.0085 |
83
+ | No log | 2.0645 | 64 | 1.0932 | -0.1196 | 1.0932 | 1.0455 |
84
+ | No log | 2.1290 | 66 | 1.0028 | 0.1014 | 1.0028 | 1.0014 |
85
+ | No log | 2.1935 | 68 | 1.2213 | 0.0448 | 1.2213 | 1.1051 |
86
+ | No log | 2.2581 | 70 | 1.1291 | 0.0302 | 1.1291 | 1.0626 |
87
+ | No log | 2.3226 | 72 | 1.0358 | 0.0457 | 1.0358 | 1.0177 |
88
+ | No log | 2.3871 | 74 | 0.9396 | 0.1091 | 0.9396 | 0.9693 |
89
+ | No log | 2.4516 | 76 | 0.9664 | 0.0598 | 0.9664 | 0.9830 |
90
+ | No log | 2.5161 | 78 | 0.9845 | 0.0513 | 0.9845 | 0.9922 |
91
+ | No log | 2.5806 | 80 | 1.2540 | -0.0137 | 1.2540 | 1.1198 |
92
+ | No log | 2.6452 | 82 | 1.3207 | -0.0619 | 1.3207 | 1.1492 |
93
+ | No log | 2.7097 | 84 | 1.0597 | -0.1525 | 1.0597 | 1.0294 |
94
+ | No log | 2.7742 | 86 | 0.8359 | 0.1829 | 0.8359 | 0.9143 |
95
+ | No log | 2.8387 | 88 | 0.8434 | 0.1700 | 0.8434 | 0.9184 |
96
+ | No log | 2.9032 | 90 | 0.8595 | 0.0714 | 0.8595 | 0.9271 |
97
+ | No log | 2.9677 | 92 | 0.7868 | 0.2218 | 0.7868 | 0.8870 |
98
+ | No log | 3.0323 | 94 | 1.0357 | 0.1402 | 1.0357 | 1.0177 |
99
+ | No log | 3.0968 | 96 | 0.8978 | 0.1467 | 0.8978 | 0.9475 |
100
+ | No log | 3.1613 | 98 | 0.7779 | 0.2205 | 0.7779 | 0.8820 |
101
+ | No log | 3.2258 | 100 | 0.8558 | 0.0700 | 0.8558 | 0.9251 |
102
+ | No log | 3.2903 | 102 | 0.8933 | -0.0456 | 0.8933 | 0.9451 |
103
+ | No log | 3.3548 | 104 | 0.8130 | 0.0084 | 0.8130 | 0.9016 |
104
+ | No log | 3.4194 | 106 | 1.2003 | 0.0885 | 1.2003 | 1.0956 |
105
+ | No log | 3.4839 | 108 | 2.0803 | 0.0281 | 2.0803 | 1.4423 |
106
+ | No log | 3.5484 | 110 | 1.7727 | 0.0321 | 1.7727 | 1.3314 |
107
+ | No log | 3.6129 | 112 | 0.8831 | 0.0015 | 0.8831 | 0.9397 |
108
+ | No log | 3.6774 | 114 | 0.8862 | 0.0696 | 0.8862 | 0.9414 |
109
+ | No log | 3.7419 | 116 | 0.8802 | 0.0364 | 0.8802 | 0.9382 |
110
+ | No log | 3.8065 | 118 | 0.7467 | 0.1585 | 0.7467 | 0.8641 |
111
+ | No log | 3.8710 | 120 | 1.0768 | 0.0107 | 1.0768 | 1.0377 |
112
+ | No log | 3.9355 | 122 | 1.0110 | 0.0129 | 1.0110 | 1.0055 |
113
+ | No log | 4.0 | 124 | 0.7415 | 0.2382 | 0.7415 | 0.8611 |
114
+ | No log | 4.0645 | 126 | 0.8075 | 0.1419 | 0.8075 | 0.8986 |
115
+ | No log | 4.1290 | 128 | 0.7660 | 0.2382 | 0.7660 | 0.8752 |
116
+ | No log | 4.1935 | 130 | 1.0309 | 0.0152 | 1.0309 | 1.0153 |
117
+ | No log | 4.2581 | 132 | 1.0338 | 0.0134 | 1.0338 | 1.0168 |
118
+ | No log | 4.3226 | 134 | 0.7885 | 0.1049 | 0.7885 | 0.8880 |
119
+ | No log | 4.3871 | 136 | 0.7702 | 0.1321 | 0.7702 | 0.8776 |
120
+ | No log | 4.4516 | 138 | 0.7901 | 0.0562 | 0.7901 | 0.8889 |
121
+ | No log | 4.5161 | 140 | 0.8363 | 0.0442 | 0.8363 | 0.9145 |
122
+ | No log | 4.5806 | 142 | 0.9214 | 0.0946 | 0.9214 | 0.9599 |
123
+ | No log | 4.6452 | 144 | 0.7986 | 0.0953 | 0.7986 | 0.8936 |
124
+ | No log | 4.7097 | 146 | 0.7551 | 0.1047 | 0.7551 | 0.8690 |
125
+ | No log | 4.7742 | 148 | 0.7434 | 0.0327 | 0.7434 | 0.8622 |
126
+ | No log | 4.8387 | 150 | 0.7897 | 0.1050 | 0.7897 | 0.8887 |
127
+ | No log | 4.9032 | 152 | 0.7908 | 0.0771 | 0.7908 | 0.8893 |
128
+ | No log | 4.9677 | 154 | 0.8614 | 0.1365 | 0.8614 | 0.9281 |
129
+ | No log | 5.0323 | 156 | 0.9605 | 0.0392 | 0.9605 | 0.9801 |
130
+ | No log | 5.0968 | 158 | 0.7881 | -0.0672 | 0.7881 | 0.8878 |
131
+ | No log | 5.1613 | 160 | 0.7734 | 0.0570 | 0.7734 | 0.8794 |
132
+ | No log | 5.2258 | 162 | 0.7622 | 0.0840 | 0.7622 | 0.8730 |
133
+ | No log | 5.2903 | 164 | 0.9990 | 0.1306 | 0.9990 | 0.9995 |
134
+ | No log | 5.3548 | 166 | 1.1014 | 0.0701 | 1.1014 | 1.0495 |
135
+ | No log | 5.4194 | 168 | 0.8539 | 0.0167 | 0.8539 | 0.9241 |
136
+ | No log | 5.4839 | 170 | 0.7955 | -0.0614 | 0.7955 | 0.8919 |
137
+ | No log | 5.5484 | 172 | 0.8205 | 0.0167 | 0.8205 | 0.9058 |
138
+ | No log | 5.6129 | 174 | 0.9026 | 0.0065 | 0.9026 | 0.9501 |
139
+ | No log | 5.6774 | 176 | 0.8002 | 0.0146 | 0.8002 | 0.8946 |
140
+ | No log | 5.7419 | 178 | 0.7244 | 0.0600 | 0.7244 | 0.8511 |
141
+ | No log | 5.8065 | 180 | 0.7603 | 0.0999 | 0.7603 | 0.8720 |
142
+ | No log | 5.8710 | 182 | 0.9495 | 0.0984 | 0.9495 | 0.9744 |
143
+ | No log | 5.9355 | 184 | 0.8494 | 0.1150 | 0.8494 | 0.9216 |
144
+ | No log | 6.0 | 186 | 0.6486 | 0.1582 | 0.6486 | 0.8054 |
145
+ | No log | 6.0645 | 188 | 0.6761 | 0.0 | 0.6761 | 0.8222 |
146
+ | No log | 6.1290 | 190 | 0.6572 | 0.0524 | 0.6572 | 0.8107 |
147
+ | No log | 6.1935 | 192 | 0.6758 | 0.1047 | 0.6758 | 0.8220 |
148
+ | No log | 6.2581 | 194 | 0.6830 | 0.0918 | 0.6830 | 0.8264 |
149
+ | No log | 6.3226 | 196 | 0.7132 | 0.0598 | 0.7132 | 0.8445 |
150
+ | No log | 6.3871 | 198 | 0.7193 | 0.1144 | 0.7193 | 0.8481 |
151
+ | No log | 6.4516 | 200 | 0.7818 | 0.0123 | 0.7818 | 0.8842 |
152
+ | No log | 6.5161 | 202 | 0.7615 | 0.0600 | 0.7615 | 0.8727 |
153
+ | No log | 6.5806 | 204 | 0.7219 | 0.1196 | 0.7219 | 0.8496 |
154
+ | No log | 6.6452 | 206 | 0.7565 | 0.0600 | 0.7565 | 0.8698 |
155
+ | No log | 6.7097 | 208 | 0.7399 | 0.0600 | 0.7399 | 0.8602 |
156
+ | No log | 6.7742 | 210 | 0.8847 | 0.1360 | 0.8847 | 0.9406 |
157
+ | No log | 6.8387 | 212 | 0.8286 | 0.0377 | 0.8286 | 0.9103 |
158
+ | No log | 6.9032 | 214 | 0.7317 | 0.0123 | 0.7317 | 0.8554 |
159
+ | No log | 6.9677 | 216 | 0.7119 | 0.1815 | 0.7119 | 0.8437 |
160
+ | No log | 7.0323 | 218 | 0.7167 | 0.0600 | 0.7167 | 0.8466 |
161
+ | No log | 7.0968 | 220 | 1.0916 | 0.0819 | 1.0916 | 1.0448 |
162
+ | No log | 7.1613 | 222 | 1.3431 | 0.0048 | 1.3431 | 1.1589 |
163
+ | No log | 7.2258 | 224 | 1.0347 | 0.0909 | 1.0347 | 1.0172 |
164
+ | No log | 7.2903 | 226 | 0.6979 | 0.1986 | 0.6979 | 0.8354 |
165
+ | No log | 7.3548 | 228 | 0.7245 | 0.0652 | 0.7245 | 0.8512 |
166
+ | No log | 7.4194 | 230 | 0.7010 | 0.1354 | 0.7010 | 0.8373 |
167
+ | No log | 7.4839 | 232 | 0.7269 | 0.1329 | 0.7269 | 0.8526 |
168
+ | No log | 7.5484 | 234 | 0.7165 | 0.1485 | 0.7165 | 0.8465 |
169
+ | No log | 7.6129 | 236 | 0.7203 | 0.1541 | 0.7203 | 0.8487 |
170
+ | No log | 7.6774 | 238 | 0.7140 | 0.1541 | 0.7140 | 0.8450 |
171
+ | No log | 7.7419 | 240 | 0.7218 | 0.1135 | 0.7218 | 0.8496 |
172
+ | No log | 7.8065 | 242 | 0.7255 | 0.0674 | 0.7255 | 0.8518 |
173
+ | No log | 7.8710 | 244 | 0.6746 | 0.1979 | 0.6746 | 0.8213 |
174
+ | No log | 7.9355 | 246 | 0.8486 | -0.0490 | 0.8486 | 0.9212 |
175
+ | No log | 8.0 | 248 | 0.8283 | -0.0079 | 0.8283 | 0.9101 |
176
+ | No log | 8.0645 | 250 | 0.6847 | 0.1627 | 0.6847 | 0.8274 |
177
+ | No log | 8.1290 | 252 | 0.7353 | 0.1525 | 0.7353 | 0.8575 |
178
+ | No log | 8.1935 | 254 | 0.7286 | 0.1525 | 0.7286 | 0.8536 |
179
+ | No log | 8.2581 | 256 | 0.6908 | 0.1485 | 0.6908 | 0.8312 |
180
+ | No log | 8.3226 | 258 | 0.8879 | 0.0946 | 0.8879 | 0.9423 |
181
+ | No log | 8.3871 | 260 | 0.8383 | 0.0260 | 0.8383 | 0.9156 |
182
+ | No log | 8.4516 | 262 | 0.6677 | 0.1612 | 0.6677 | 0.8171 |
183
+ | No log | 8.5161 | 264 | 0.6658 | 0.2181 | 0.6658 | 0.8159 |
184
+ | No log | 8.5806 | 266 | 0.6637 | 0.2668 | 0.6637 | 0.8146 |
185
+ | No log | 8.6452 | 268 | 0.6631 | 0.0454 | 0.6631 | 0.8143 |
186
+ | No log | 8.7097 | 270 | 0.6715 | 0.0863 | 0.6715 | 0.8194 |
187
+ | No log | 8.7742 | 272 | 0.7095 | 0.2180 | 0.7095 | 0.8423 |
188
+ | No log | 8.8387 | 274 | 0.7890 | 0.0909 | 0.7890 | 0.8883 |
189
+ | No log | 8.9032 | 276 | 0.7375 | 0.2180 | 0.7375 | 0.8588 |
190
+ | No log | 8.9677 | 278 | 0.7303 | 0.0449 | 0.7303 | 0.8546 |
191
+ | No log | 9.0323 | 280 | 0.7291 | 0.0776 | 0.7291 | 0.8539 |
192
+ | No log | 9.0968 | 282 | 0.7990 | 0.0909 | 0.7990 | 0.8939 |
193
+ | No log | 9.1613 | 284 | 0.8311 | 0.0377 | 0.8311 | 0.9116 |
194
+ | No log | 9.2258 | 286 | 0.7730 | 0.2034 | 0.7730 | 0.8792 |
195
+ | No log | 9.2903 | 288 | 0.7596 | 0.1758 | 0.7596 | 0.8716 |
196
+ | No log | 9.3548 | 290 | 0.7491 | 0.0776 | 0.7491 | 0.8655 |
197
+ | No log | 9.4194 | 292 | 0.7681 | 0.1196 | 0.7681 | 0.8764 |
198
+ | No log | 9.4839 | 294 | 0.7892 | 0.2443 | 0.7892 | 0.8884 |
199
+ | No log | 9.5484 | 296 | 0.8481 | 0.0065 | 0.8481 | 0.9209 |
200
+ | No log | 9.6129 | 298 | 1.0958 | 0.0366 | 1.0958 | 1.0468 |
201
+ | No log | 9.6774 | 300 | 1.0097 | 0.0147 | 1.0097 | 1.0048 |
202
+ | No log | 9.7419 | 302 | 0.7916 | 0.1353 | 0.7916 | 0.8897 |
203
+ | No log | 9.8065 | 304 | 0.7612 | 0.2325 | 0.7612 | 0.8725 |
204
+ | No log | 9.8710 | 306 | 0.7424 | 0.0961 | 0.7424 | 0.8616 |
205
+ | No log | 9.9355 | 308 | 0.7979 | 0.0867 | 0.7979 | 0.8933 |
206
+ | No log | 10.0 | 310 | 0.8351 | 0.0748 | 0.8351 | 0.9138 |
207
+ | No log | 10.0645 | 312 | 0.7407 | 0.0867 | 0.7407 | 0.8606 |
208
+ | No log | 10.1290 | 314 | 0.7142 | 0.0375 | 0.7142 | 0.8451 |
209
+ | No log | 10.1935 | 316 | 0.7294 | 0.0821 | 0.7294 | 0.8540 |
210
+ | No log | 10.2581 | 318 | 0.7995 | 0.0867 | 0.7995 | 0.8941 |
211
+ | No log | 10.3226 | 320 | 1.0351 | 0.0391 | 1.0351 | 1.0174 |
212
+ | No log | 10.3871 | 322 | 1.0280 | 0.0391 | 1.0280 | 1.0139 |
213
+ | No log | 10.4516 | 324 | 0.8571 | 0.0040 | 0.8571 | 0.9258 |
214
+ | No log | 10.5161 | 326 | 0.7860 | 0.0586 | 0.7860 | 0.8866 |
215
+ | No log | 10.5806 | 328 | 0.7612 | 0.1702 | 0.7612 | 0.8725 |
216
+ | No log | 10.6452 | 330 | 0.7280 | 0.0783 | 0.7280 | 0.8532 |
217
+ | No log | 10.7097 | 332 | 0.8418 | 0.1841 | 0.8418 | 0.9175 |
218
+ | No log | 10.7742 | 334 | 0.9135 | 0.0134 | 0.9135 | 0.9558 |
219
+ | No log | 10.8387 | 336 | 0.7901 | 0.0826 | 0.7901 | 0.8889 |
220
+ | No log | 10.9032 | 338 | 0.7282 | 0.1449 | 0.7282 | 0.8534 |
221
+ | No log | 10.9677 | 340 | 0.6937 | 0.0375 | 0.6937 | 0.8329 |
222
+ | No log | 11.0323 | 342 | 0.6914 | 0.0821 | 0.6914 | 0.8315 |
223
+ | No log | 11.0968 | 344 | 0.7233 | 0.0999 | 0.7233 | 0.8504 |
224
+ | No log | 11.1613 | 346 | 0.7663 | 0.0867 | 0.7663 | 0.8754 |
225
+ | No log | 11.2258 | 348 | 0.7105 | 0.0999 | 0.7105 | 0.8429 |
226
+ | No log | 11.2903 | 350 | 0.6639 | 0.1828 | 0.6639 | 0.8148 |
227
+ | No log | 11.3548 | 352 | 0.6840 | 0.1026 | 0.6840 | 0.8270 |
228
+ | No log | 11.4194 | 354 | 0.7372 | 0.0556 | 0.7372 | 0.8586 |
229
+ | No log | 11.4839 | 356 | 0.7156 | 0.0556 | 0.7156 | 0.8459 |
230
+ | No log | 11.5484 | 358 | 0.7080 | 0.1202 | 0.7080 | 0.8414 |
231
+ | No log | 11.6129 | 360 | 0.8104 | 0.0867 | 0.8104 | 0.9002 |
232
+ | No log | 11.6774 | 362 | 0.7959 | 0.0909 | 0.7959 | 0.8921 |
233
+ | No log | 11.7419 | 364 | 0.7299 | 0.0741 | 0.7299 | 0.8543 |
234
+ | No log | 11.8065 | 366 | 0.7926 | 0.1033 | 0.7926 | 0.8903 |
235
+ | No log | 11.8710 | 368 | 0.8400 | 0.0363 | 0.8400 | 0.9165 |
236
+ | No log | 11.9355 | 370 | 0.7360 | 0.2707 | 0.7360 | 0.8579 |
237
+ | No log | 12.0 | 372 | 0.7788 | 0.0953 | 0.7788 | 0.8825 |
238
+ | No log | 12.0645 | 374 | 0.9463 | 0.0157 | 0.9463 | 0.9728 |
239
+ | No log | 12.1290 | 376 | 0.9463 | 0.0182 | 0.9463 | 0.9728 |
240
+ | No log | 12.1935 | 378 | 0.7646 | 0.0909 | 0.7646 | 0.8744 |
241
+ | No log | 12.2581 | 380 | 0.6641 | 0.1433 | 0.6641 | 0.8149 |
242
+ | No log | 12.3226 | 382 | 0.6712 | -0.0033 | 0.6712 | 0.8193 |
243
+ | No log | 12.3871 | 384 | 0.6738 | -0.0033 | 0.6738 | 0.8209 |
244
+ | No log | 12.4516 | 386 | 0.6983 | 0.2180 | 0.6983 | 0.8356 |
245
+ | No log | 12.5161 | 388 | 0.8366 | 0.1502 | 0.8366 | 0.9146 |
246
+ | No log | 12.5806 | 390 | 0.8643 | 0.0207 | 0.8643 | 0.9297 |
247
+ | No log | 12.6452 | 392 | 0.7495 | 0.0953 | 0.7495 | 0.8658 |
248
+ | No log | 12.7097 | 394 | 0.7240 | 0.1196 | 0.7240 | 0.8509 |
249
+ | No log | 12.7742 | 396 | 0.7320 | 0.1769 | 0.7320 | 0.8556 |
250
+ | No log | 12.8387 | 398 | 0.7337 | 0.0205 | 0.7337 | 0.8565 |
251
+ | No log | 12.9032 | 400 | 0.7242 | 0.0175 | 0.7242 | 0.8510 |
252
+ | No log | 12.9677 | 402 | 0.7352 | 0.1449 | 0.7352 | 0.8574 |
253
+ | No log | 13.0323 | 404 | 0.8252 | 0.1024 | 0.8252 | 0.9084 |
254
+ | No log | 13.0968 | 406 | 0.9195 | 0.0839 | 0.9195 | 0.9589 |
255
+ | No log | 13.1613 | 408 | 0.8431 | 0.0984 | 0.8431 | 0.9182 |
256
+ | No log | 13.2258 | 410 | 0.7436 | 0.0562 | 0.7436 | 0.8623 |
257
+ | No log | 13.2903 | 412 | 0.7572 | 0.0999 | 0.7572 | 0.8702 |
258
+ | No log | 13.3548 | 414 | 0.8137 | 0.1605 | 0.8137 | 0.9021 |
259
+ | No log | 13.4194 | 416 | 0.8096 | 0.0909 | 0.8096 | 0.8998 |
260
+ | No log | 13.4839 | 418 | 0.8623 | 0.1150 | 0.8623 | 0.9286 |
261
+ | No log | 13.5484 | 420 | 0.9202 | 0.0609 | 0.9202 | 0.9593 |
262
+ | No log | 13.6129 | 422 | 0.8037 | 0.0909 | 0.8037 | 0.8965 |
263
+ | No log | 13.6774 | 424 | 0.7337 | 0.0214 | 0.7337 | 0.8565 |
264
+ | No log | 13.7419 | 426 | 0.7181 | 0.0247 | 0.7181 | 0.8474 |
265
+ | No log | 13.8065 | 428 | 0.7359 | 0.1047 | 0.7359 | 0.8579 |
266
+ | No log | 13.8710 | 430 | 0.7472 | 0.1001 | 0.7472 | 0.8644 |
267
+ | No log | 13.9355 | 432 | 0.8318 | 0.0316 | 0.8318 | 0.9120 |
268
+ | No log | 14.0 | 434 | 0.9487 | 0.0839 | 0.9487 | 0.9740 |
269
+ | No log | 14.0645 | 436 | 0.9001 | 0.0609 | 0.9001 | 0.9487 |
270
+ | No log | 14.1290 | 438 | 0.7725 | 0.1836 | 0.7725 | 0.8789 |
271
+ | No log | 14.1935 | 440 | 0.7044 | -0.0145 | 0.7044 | 0.8393 |
272
+ | No log | 14.2581 | 442 | 0.7209 | 0.0031 | 0.7209 | 0.8491 |
273
+ | No log | 14.3226 | 444 | 0.6974 | 0.0375 | 0.6974 | 0.8351 |
274
+ | No log | 14.3871 | 446 | 0.7341 | 0.0714 | 0.7341 | 0.8568 |
275
+ | No log | 14.4516 | 448 | 0.7854 | 0.1449 | 0.7854 | 0.8863 |
276
+ | No log | 14.5161 | 450 | 0.7833 | 0.1449 | 0.7833 | 0.8851 |
277
+ | No log | 14.5806 | 452 | 0.7640 | 0.1506 | 0.7640 | 0.8741 |
278
+ | No log | 14.6452 | 454 | 0.7371 | 0.1506 | 0.7371 | 0.8585 |
279
+ | No log | 14.7097 | 456 | 0.6804 | 0.1444 | 0.6804 | 0.8248 |
280
+ | No log | 14.7742 | 458 | 0.6617 | 0.1444 | 0.6617 | 0.8134 |
281
+ | No log | 14.8387 | 460 | 0.6658 | 0.2339 | 0.6658 | 0.8160 |
282
+ | No log | 14.9032 | 462 | 0.6818 | 0.2180 | 0.6818 | 0.8257 |
283
+ | No log | 14.9677 | 464 | 0.7002 | 0.2034 | 0.7002 | 0.8368 |
284
+ | No log | 15.0323 | 466 | 0.6897 | 0.2105 | 0.6897 | 0.8305 |
285
+ | No log | 15.0968 | 468 | 0.7291 | 0.1395 | 0.7291 | 0.8539 |
286
+ | No log | 15.1613 | 470 | 0.8256 | 0.0748 | 0.8256 | 0.9086 |
287
+ | No log | 15.2258 | 472 | 0.9012 | -0.0122 | 0.9012 | 0.9493 |
288
+ | No log | 15.2903 | 474 | 0.8293 | 0.0711 | 0.8293 | 0.9106 |
289
+ | No log | 15.3548 | 476 | 0.7235 | 0.0214 | 0.7235 | 0.8506 |
290
+ | No log | 15.4194 | 478 | 0.7134 | 0.1525 | 0.7134 | 0.8446 |
291
+ | No log | 15.4839 | 480 | 0.7027 | 0.1538 | 0.7027 | 0.8382 |
292
+ | No log | 15.5484 | 482 | 0.6947 | 0.1202 | 0.6947 | 0.8335 |
293
+ | No log | 15.6129 | 484 | 0.8180 | 0.0642 | 0.8180 | 0.9044 |
294
+ | No log | 15.6774 | 486 | 0.9220 | 0.0710 | 0.9220 | 0.9602 |
295
+ | No log | 15.7419 | 488 | 0.8417 | 0.0233 | 0.8417 | 0.9175 |
296
+ | No log | 15.8065 | 490 | 0.7088 | 0.1097 | 0.7088 | 0.8419 |
297
+ | No log | 15.8710 | 492 | 0.7096 | 0.0556 | 0.7096 | 0.8424 |
298
+ | No log | 15.9355 | 494 | 0.7606 | 0.1080 | 0.7606 | 0.8721 |
299
+ | No log | 16.0 | 496 | 0.7439 | 0.0323 | 0.7439 | 0.8625 |
300
+ | No log | 16.0645 | 498 | 0.8575 | 0.0260 | 0.8575 | 0.9260 |
301
+ | 0.2569 | 16.1290 | 500 | 1.2485 | 0.0083 | 1.2485 | 1.1174 |
302
+ | 0.2569 | 16.1935 | 502 | 1.3826 | 0.0309 | 1.3826 | 1.1758 |
303
+ | 0.2569 | 16.2581 | 504 | 1.1968 | 0.0493 | 1.1968 | 1.0940 |
304
+ | 0.2569 | 16.3226 | 506 | 0.8925 | 0.0609 | 0.8925 | 0.9447 |
305
+ | 0.2569 | 16.3871 | 508 | 0.7778 | 0.0959 | 0.7778 | 0.8819 |
306
+ | 0.2569 | 16.4516 | 510 | 0.7566 | 0.0650 | 0.7566 | 0.8698 |
307
+ | 0.2569 | 16.5161 | 512 | 0.7412 | -0.0195 | 0.7412 | 0.8609 |
308
+ | 0.2569 | 16.5806 | 514 | 0.7377 | 0.0639 | 0.7377 | 0.8589 |
309
+ | 0.2569 | 16.6452 | 516 | 0.7558 | 0.0871 | 0.7558 | 0.8694 |
310
+ | 0.2569 | 16.7097 | 518 | 0.7620 | 0.1291 | 0.7620 | 0.8729 |
311
+ | 0.2569 | 16.7742 | 520 | 0.7241 | 0.1047 | 0.7241 | 0.8509 |
312
+ | 0.2569 | 16.8387 | 522 | 0.7025 | 0.1249 | 0.7025 | 0.8382 |
313
+ | 0.2569 | 16.9032 | 524 | 0.6979 | 0.1740 | 0.6979 | 0.8354 |
314
+ | 0.2569 | 16.9677 | 526 | 0.7113 | 0.1675 | 0.7113 | 0.8434 |
315
+ | 0.2569 | 17.0323 | 528 | 0.7163 | 0.1675 | 0.7163 | 0.8464 |
316
+ | 0.2569 | 17.0968 | 530 | 0.7225 | 0.1196 | 0.7225 | 0.8500 |
317
+ | 0.2569 | 17.1613 | 532 | 0.7222 | 0.1249 | 0.7222 | 0.8498 |
318
+ | 0.2569 | 17.2258 | 534 | 0.7462 | 0.0611 | 0.7462 | 0.8638 |
319
+ | 0.2569 | 17.2903 | 536 | 0.7733 | 0.0118 | 0.7733 | 0.8794 |
320
+ | 0.2569 | 17.3548 | 538 | 0.7900 | 0.0913 | 0.7900 | 0.8888 |
321
+ | 0.2569 | 17.4194 | 540 | 0.7620 | 0.0574 | 0.7620 | 0.8730 |
322
+ | 0.2569 | 17.4839 | 542 | 0.7659 | 0.0574 | 0.7659 | 0.8752 |
323
+ | 0.2569 | 17.5484 | 544 | 0.7533 | 0.1048 | 0.7533 | 0.8679 |
324
+ | 0.2569 | 17.6129 | 546 | 0.7327 | 0.1249 | 0.7327 | 0.8560 |
325
+ | 0.2569 | 17.6774 | 548 | 0.7284 | 0.1659 | 0.7284 | 0.8535 |
326
+ | 0.2569 | 17.7419 | 550 | 0.7507 | 0.1001 | 0.7507 | 0.8664 |
327
+ | 0.2569 | 17.8065 | 552 | 0.7999 | 0.0793 | 0.7999 | 0.8944 |
328
+ | 0.2569 | 17.8710 | 554 | 0.8187 | 0.0793 | 0.8187 | 0.9048 |
329
+ | 0.2569 | 17.9355 | 556 | 0.8038 | 0.0470 | 0.8038 | 0.8965 |
330
+ | 0.2569 | 18.0 | 558 | 0.7869 | 0.0611 | 0.7869 | 0.8871 |
331
+ | 0.2569 | 18.0645 | 560 | 0.7900 | 0.1095 | 0.7900 | 0.8888 |
332
+ | 0.2569 | 18.1290 | 562 | 0.8154 | 0.0470 | 0.8154 | 0.9030 |
333
+ | 0.2569 | 18.1935 | 564 | 0.8838 | 0.0719 | 0.8838 | 0.9401 |
334
+ | 0.2569 | 18.2581 | 566 | 0.8483 | 0.0407 | 0.8483 | 0.9210 |
335
+ | 0.2569 | 18.3226 | 568 | 0.8217 | 0.0470 | 0.8217 | 0.9065 |
336
+ | 0.2569 | 18.3871 | 570 | 0.7813 | 0.0538 | 0.7813 | 0.8839 |
337
+ | 0.2569 | 18.4516 | 572 | 0.7651 | 0.0611 | 0.7651 | 0.8747 |
338
+ | 0.2569 | 18.5161 | 574 | 0.8147 | 0.0831 | 0.8147 | 0.9026 |
339
+ | 0.2569 | 18.5806 | 576 | 0.8670 | 0.0333 | 0.8670 | 0.9311 |
340
+ | 0.2569 | 18.6452 | 578 | 0.8171 | 0.0793 | 0.8171 | 0.9039 |
341
+ | 0.2569 | 18.7097 | 580 | 0.7460 | 0.0574 | 0.7460 | 0.8637 |
342
+ | 0.2569 | 18.7742 | 582 | 0.7212 | 0.1659 | 0.7212 | 0.8492 |
343
+ | 0.2569 | 18.8387 | 584 | 0.7196 | 0.1659 | 0.7196 | 0.8483 |
344
+ | 0.2569 | 18.9032 | 586 | 0.7457 | 0.1495 | 0.7457 | 0.8636 |
345
+ | 0.2569 | 18.9677 | 588 | 0.8226 | 0.0711 | 0.8226 | 0.9070 |
346
+ | 0.2569 | 19.0323 | 590 | 0.9109 | -0.0218 | 0.9109 | 0.9544 |
347
+ | 0.2569 | 19.0968 | 592 | 0.8559 | -0.0182 | 0.8559 | 0.9251 |
348
+ | 0.2569 | 19.1613 | 594 | 0.7278 | 0.1965 | 0.7278 | 0.8531 |
349
+ | 0.2569 | 19.2258 | 596 | 0.7028 | -0.0062 | 0.7028 | 0.8383 |
350
+ | 0.2569 | 19.2903 | 598 | 0.7189 | -0.0541 | 0.7189 | 0.8479 |
351
+ | 0.2569 | 19.3548 | 600 | 0.6927 | 0.0869 | 0.6927 | 0.8323 |
352
+ | 0.2569 | 19.4194 | 602 | 0.7089 | 0.1146 | 0.7089 | 0.8420 |
353
+ | 0.2569 | 19.4839 | 604 | 0.7355 | 0.1449 | 0.7355 | 0.8576 |
354
+ | 0.2569 | 19.5484 | 606 | 0.7566 | 0.1395 | 0.7566 | 0.8699 |
355
+ | 0.2569 | 19.6129 | 608 | 0.7393 | 0.0999 | 0.7393 | 0.8598 |
356
+ | 0.2569 | 19.6774 | 610 | 0.7175 | 0.1565 | 0.7175 | 0.8470 |
357
+ | 0.2569 | 19.7419 | 612 | 0.6937 | 0.1740 | 0.6937 | 0.8329 |
358
+ | 0.2569 | 19.8065 | 614 | 0.7013 | 0.1740 | 0.7013 | 0.8374 |
359
+ | 0.2569 | 19.8710 | 616 | 0.7246 | 0.0650 | 0.7246 | 0.8512 |
360
+ | 0.2569 | 19.9355 | 618 | 0.7406 | 0.0175 | 0.7406 | 0.8606 |
361
+ | 0.2569 | 20.0 | 620 | 0.7541 | 0.0959 | 0.7541 | 0.8684 |
362
+ | 0.2569 | 20.0645 | 622 | 0.8006 | 0.0719 | 0.8006 | 0.8948 |
363
+ | 0.2569 | 20.1290 | 624 | 0.8104 | 0.0719 | 0.8104 | 0.9002 |
364
+ | 0.2569 | 20.1935 | 626 | 0.8026 | 0.0719 | 0.8026 | 0.8959 |
365
+ | 0.2569 | 20.2581 | 628 | 0.7510 | 0.0826 | 0.7510 | 0.8666 |
366
+ | 0.2569 | 20.3226 | 630 | 0.7079 | 0.1096 | 0.7079 | 0.8414 |
367
+ | 0.2569 | 20.3871 | 632 | 0.7197 | 0.1440 | 0.7197 | 0.8484 |
368
+ | 0.2569 | 20.4516 | 634 | 0.8147 | 0.0676 | 0.8147 | 0.9026 |
369
+ | 0.2569 | 20.5161 | 636 | 0.8571 | 0.1231 | 0.8571 | 0.9258 |
370
+ | 0.2569 | 20.5806 | 638 | 0.7854 | 0.0346 | 0.7854 | 0.8862 |
371
+ | 0.2569 | 20.6452 | 640 | 0.6861 | 0.1675 | 0.6861 | 0.8283 |
372
+ | 0.2569 | 20.7097 | 642 | 0.6586 | 0.0414 | 0.6586 | 0.8115 |
373
+ | 0.2569 | 20.7742 | 644 | 0.6657 | 0.0414 | 0.6657 | 0.8159 |
374
+ | 0.2569 | 20.8387 | 646 | 0.6840 | 0.1675 | 0.6840 | 0.8271 |
375
+ | 0.2569 | 20.9032 | 648 | 0.7944 | 0.0826 | 0.7944 | 0.8913 |
376
+ | 0.2569 | 20.9677 | 650 | 0.8898 | 0.1269 | 0.8898 | 0.9433 |
377
+ | 0.2569 | 21.0323 | 652 | 0.9178 | 0.1189 | 0.9178 | 0.9580 |
378
+ | 0.2569 | 21.0968 | 654 | 0.8763 | 0.0618 | 0.8763 | 0.9361 |
379
+ | 0.2569 | 21.1613 | 656 | 0.7827 | 0.0574 | 0.7827 | 0.8847 |
380
+ | 0.2569 | 21.2258 | 658 | 0.7602 | 0.1298 | 0.7602 | 0.8719 |
381
+ | 0.2569 | 21.2903 | 660 | 0.7335 | -0.0030 | 0.7335 | 0.8564 |
382
+ | 0.2569 | 21.3548 | 662 | 0.6943 | -0.0062 | 0.6943 | 0.8332 |
383
+ | 0.2569 | 21.4194 | 664 | 0.7311 | 0.1449 | 0.7311 | 0.8550 |
384
+ | 0.2569 | 21.4839 | 666 | 0.8100 | 0.1243 | 0.8100 | 0.9000 |
385
+ | 0.2569 | 21.5484 | 668 | 0.8203 | 0.1196 | 0.8203 | 0.9057 |
386
+ | 0.2569 | 21.6129 | 670 | 0.7554 | 0.0909 | 0.7554 | 0.8691 |
387
+ | 0.2569 | 21.6774 | 672 | 0.7047 | 0.1828 | 0.7047 | 0.8395 |
388
+ | 0.2569 | 21.7419 | 674 | 0.6958 | 0.1379 | 0.6958 | 0.8341 |
389
+ | 0.2569 | 21.8065 | 676 | 0.7076 | 0.1318 | 0.7076 | 0.8412 |
390
+ | 0.2569 | 21.8710 | 678 | 0.6991 | 0.1379 | 0.6991 | 0.8361 |
391
+ | 0.2569 | 21.9355 | 680 | 0.6768 | 0.0506 | 0.6768 | 0.8227 |
392
+ | 0.2569 | 22.0 | 682 | 0.6785 | 0.0 | 0.6785 | 0.8237 |
393
+ | 0.2569 | 22.0645 | 684 | 0.6788 | 0.0 | 0.6788 | 0.8239 |
394
+ | 0.2569 | 22.1290 | 686 | 0.6909 | 0.1379 | 0.6909 | 0.8312 |
395
+ | 0.2569 | 22.1935 | 688 | 0.7424 | 0.1506 | 0.7424 | 0.8616 |
396
+ | 0.2569 | 22.2581 | 690 | 0.8677 | 0.0233 | 0.8677 | 0.9315 |
397
+ | 0.2569 | 22.3226 | 692 | 0.9152 | 0.0515 | 0.9152 | 0.9567 |
398
+ | 0.2569 | 22.3871 | 694 | 0.8313 | 0.0748 | 0.8313 | 0.9117 |
399
+ | 0.2569 | 22.4516 | 696 | 0.7965 | 0.1196 | 0.7965 | 0.8925 |
400
+ | 0.2569 | 22.5161 | 698 | 0.7545 | 0.1836 | 0.7545 | 0.8686 |
401
+ | 0.2569 | 22.5806 | 700 | 0.7219 | 0.1047 | 0.7219 | 0.8497 |
402
+ | 0.2569 | 22.6452 | 702 | 0.7362 | 0.1449 | 0.7362 | 0.8580 |
403
+ | 0.2569 | 22.7097 | 704 | 0.7415 | 0.1449 | 0.7415 | 0.8611 |
404
+ | 0.2569 | 22.7742 | 706 | 0.7630 | 0.1291 | 0.7630 | 0.8735 |
405
+ | 0.2569 | 22.8387 | 708 | 0.7832 | 0.1196 | 0.7832 | 0.8850 |
406
+ | 0.2569 | 22.9032 | 710 | 0.8030 | 0.0748 | 0.8030 | 0.8961 |
407
+ | 0.2569 | 22.9677 | 712 | 0.8738 | 0.0157 | 0.8738 | 0.9348 |
408
+ | 0.2569 | 23.0323 | 714 | 0.8521 | 0.0609 | 0.8521 | 0.9231 |
409
+ | 0.2569 | 23.0968 | 716 | 0.7697 | 0.0831 | 0.7697 | 0.8773 |
410
+ | 0.2569 | 23.1613 | 718 | 0.7348 | 0.0303 | 0.7348 | 0.8572 |
411
+ | 0.2569 | 23.2258 | 720 | 0.7272 | 0.0874 | 0.7272 | 0.8528 |
412
+ | 0.2569 | 23.2903 | 722 | 0.7122 | 0.1311 | 0.7122 | 0.8439 |
413
+ | 0.2569 | 23.3548 | 724 | 0.7348 | 0.1395 | 0.7348 | 0.8572 |
414
+ | 0.2569 | 23.4194 | 726 | 0.7936 | 0.0786 | 0.7937 | 0.8909 |
415
+ | 0.2569 | 23.4839 | 728 | 0.8203 | 0.0346 | 0.8203 | 0.9057 |
416
+ | 0.2569 | 23.5484 | 730 | 0.8217 | 0.0346 | 0.8217 | 0.9065 |
417
+ | 0.2569 | 23.6129 | 732 | 0.7670 | 0.1775 | 0.7670 | 0.8758 |
418
+ | 0.2569 | 23.6774 | 734 | 0.7520 | 0.0650 | 0.7520 | 0.8672 |
419
+ | 0.2569 | 23.7419 | 736 | 0.7737 | 0.1048 | 0.7737 | 0.8796 |
420
+ | 0.2569 | 23.8065 | 738 | 0.7830 | 0.1003 | 0.7830 | 0.8849 |
421
+ | 0.2569 | 23.8710 | 740 | 0.7692 | 0.1048 | 0.7692 | 0.8770 |
422
+ | 0.2569 | 23.9355 | 742 | 0.7268 | 0.1249 | 0.7268 | 0.8525 |
423
+ | 0.2569 | 24.0 | 744 | 0.6957 | -0.0032 | 0.6957 | 0.8341 |
424
+ | 0.2569 | 24.0645 | 746 | 0.7195 | -0.0520 | 0.7195 | 0.8482 |
425
+ | 0.2569 | 24.1290 | 748 | 0.7169 | -0.0520 | 0.7169 | 0.8467 |
426
+ | 0.2569 | 24.1935 | 750 | 0.6901 | -0.0032 | 0.6901 | 0.8307 |
427
+ | 0.2569 | 24.2581 | 752 | 0.7315 | 0.2105 | 0.7315 | 0.8553 |
428
+ | 0.2569 | 24.3226 | 754 | 0.8129 | 0.1243 | 0.8129 | 0.9016 |
429
+ | 0.2569 | 24.3871 | 756 | 0.8497 | 0.0748 | 0.8497 | 0.9218 |
430
+ | 0.2569 | 24.4516 | 758 | 0.8084 | 0.1243 | 0.8084 | 0.8991 |
431
+ | 0.2569 | 24.5161 | 760 | 0.7579 | 0.1146 | 0.7579 | 0.8706 |
432
+ | 0.2569 | 24.5806 | 762 | 0.7495 | 0.1196 | 0.7495 | 0.8657 |
433
+ | 0.2569 | 24.6452 | 764 | 0.7499 | 0.1146 | 0.7499 | 0.8660 |
434
+ | 0.2569 | 24.7097 | 766 | 0.7732 | 0.0909 | 0.7732 | 0.8793 |
435
+ | 0.2569 | 24.7742 | 768 | 0.8146 | 0.0786 | 0.8146 | 0.9025 |
436
+ | 0.2569 | 24.8387 | 770 | 0.8552 | 0.0676 | 0.8552 | 0.9248 |
437
+ | 0.2569 | 24.9032 | 772 | 0.8710 | 0.0676 | 0.8710 | 0.9333 |
438
+ | 0.2569 | 24.9677 | 774 | 0.8385 | 0.1196 | 0.8385 | 0.9157 |
439
+ | 0.2569 | 25.0323 | 776 | 0.7810 | 0.1001 | 0.7810 | 0.8837 |
440
+ | 0.2569 | 25.0968 | 778 | 0.7819 | 0.0574 | 0.7819 | 0.8843 |
441
+ | 0.2569 | 25.1613 | 780 | 0.7993 | 0.0538 | 0.7993 | 0.8940 |
442
+ | 0.2569 | 25.2258 | 782 | 0.8488 | 0.0793 | 0.8488 | 0.9213 |
443
+ | 0.2569 | 25.2903 | 784 | 0.8529 | 0.0793 | 0.8529 | 0.9235 |
444
+ | 0.2569 | 25.3548 | 786 | 0.8334 | 0.0438 | 0.8334 | 0.9129 |
445
+ | 0.2569 | 25.4194 | 788 | 0.8182 | 0.0470 | 0.8182 | 0.9046 |
446
+ | 0.2569 | 25.4839 | 790 | 0.8112 | 0.0470 | 0.8112 | 0.9007 |
447
+ | 0.2569 | 25.5484 | 792 | 0.8190 | 0.0438 | 0.8190 | 0.9050 |
448
+ | 0.2569 | 25.6129 | 794 | 0.7803 | 0.0538 | 0.7803 | 0.8834 |
449
+ | 0.2569 | 25.6774 | 796 | 0.7377 | 0.1196 | 0.7377 | 0.8589 |
450
+ | 0.2569 | 25.7419 | 798 | 0.7218 | 0.1196 | 0.7218 | 0.8496 |
451
+ | 0.2569 | 25.8065 | 800 | 0.7267 | 0.1675 | 0.7267 | 0.8525 |
452
+ | 0.2569 | 25.8710 | 802 | 0.7518 | 0.1395 | 0.7518 | 0.8671 |
453
+ | 0.2569 | 25.9355 | 804 | 0.7540 | 0.1395 | 0.7540 | 0.8683 |
454
+ | 0.2569 | 26.0 | 806 | 0.7274 | 0.1097 | 0.7274 | 0.8529 |
455
+ | 0.2569 | 26.0645 | 808 | 0.6978 | 0.2258 | 0.6978 | 0.8353 |
456
+ | 0.2569 | 26.1290 | 810 | 0.6931 | 0.2258 | 0.6931 | 0.8325 |
457
+ | 0.2569 | 26.1935 | 812 | 0.6973 | 0.2258 | 0.6973 | 0.8351 |
458
+ | 0.2569 | 26.2581 | 814 | 0.6888 | 0.1828 | 0.6888 | 0.8299 |
459
+ | 0.2569 | 26.3226 | 816 | 0.6970 | 0.1828 | 0.6970 | 0.8349 |
460
+ | 0.2569 | 26.3871 | 818 | 0.7421 | 0.1342 | 0.7421 | 0.8614 |
461
+ | 0.2569 | 26.4516 | 820 | 0.7497 | 0.1342 | 0.7497 | 0.8659 |
462
+ | 0.2569 | 26.5161 | 822 | 0.7324 | 0.1342 | 0.7324 | 0.8558 |
463
+ | 0.2569 | 26.5806 | 824 | 0.7017 | 0.1828 | 0.7017 | 0.8377 |
464
+ | 0.2569 | 26.6452 | 826 | 0.7036 | 0.0914 | 0.7036 | 0.8388 |
465
+ | 0.2569 | 26.7097 | 828 | 0.7144 | 0.1371 | 0.7144 | 0.8452 |
466
+ | 0.2569 | 26.7742 | 830 | 0.7561 | 0.1387 | 0.7561 | 0.8696 |
467
+ | 0.2569 | 26.8387 | 832 | 0.8868 | 0.0260 | 0.8868 | 0.9417 |
468
+ | 0.2569 | 26.9032 | 834 | 0.9617 | -0.0200 | 0.9617 | 0.9807 |
469
+ | 0.2569 | 26.9677 | 836 | 0.9295 | 0.0233 | 0.9295 | 0.9641 |
470
+ | 0.2569 | 27.0323 | 838 | 0.8314 | 0.0362 | 0.8314 | 0.9118 |
471
+ | 0.2569 | 27.0968 | 840 | 0.7509 | 0.1047 | 0.7509 | 0.8666 |
472
+ | 0.2569 | 27.1613 | 842 | 0.7398 | 0.1612 | 0.7398 | 0.8601 |
473
+ | 0.2569 | 27.2258 | 844 | 0.7458 | 0.1495 | 0.7458 | 0.8636 |
474
+ | 0.2569 | 27.2903 | 846 | 0.7390 | 0.2502 | 0.7390 | 0.8596 |
475
+ | 0.2569 | 27.3548 | 848 | 0.7050 | 0.1675 | 0.7050 | 0.8396 |
476
+ | 0.2569 | 27.4194 | 850 | 0.7040 | 0.0863 | 0.7040 | 0.8391 |
477
+ | 0.2569 | 27.4839 | 852 | 0.7165 | -0.0030 | 0.7165 | 0.8465 |
478
+ | 0.2569 | 27.5484 | 854 | 0.7240 | -0.0030 | 0.7240 | 0.8509 |
479
+ | 0.2569 | 27.6129 | 856 | 0.7073 | 0.0432 | 0.7073 | 0.8410 |
480
+ | 0.2569 | 27.6774 | 858 | 0.6945 | 0.0863 | 0.6945 | 0.8334 |
481
+ | 0.2569 | 27.7419 | 860 | 0.7012 | 0.1254 | 0.7012 | 0.8374 |
482
+ | 0.2569 | 27.8065 | 862 | 0.7055 | 0.0414 | 0.7055 | 0.8399 |
483
+ | 0.2569 | 27.8710 | 864 | 0.7521 | 0.1379 | 0.7521 | 0.8672 |
484
+ | 0.2569 | 27.9355 | 866 | 0.7469 | 0.1395 | 0.7469 | 0.8642 |
485
+ | 0.2569 | 28.0 | 868 | 0.7321 | 0.1249 | 0.7321 | 0.8557 |
486
+ | 0.2569 | 28.0645 | 870 | 0.7824 | 0.1817 | 0.7824 | 0.8846 |
487
+ | 0.2569 | 28.1290 | 872 | 0.8288 | 0.1150 | 0.8288 | 0.9104 |
488
+ | 0.2569 | 28.1935 | 874 | 0.8325 | 0.1150 | 0.8325 | 0.9124 |
489
+ | 0.2569 | 28.2581 | 876 | 0.8013 | 0.1775 | 0.8013 | 0.8952 |
490
+ | 0.2569 | 28.3226 | 878 | 0.7836 | 0.1775 | 0.7836 | 0.8852 |
491
+ | 0.2569 | 28.3871 | 880 | 0.7446 | 0.1565 | 0.7446 | 0.8629 |
492
+ | 0.2569 | 28.4516 | 882 | 0.7363 | 0.1612 | 0.7363 | 0.8581 |
493
+ | 0.2569 | 28.5161 | 884 | 0.7529 | 0.1096 | 0.7529 | 0.8677 |
494
+ | 0.2569 | 28.5806 | 886 | 0.7775 | 0.1775 | 0.7775 | 0.8818 |
495
+ | 0.2569 | 28.6452 | 888 | 0.8003 | 0.1660 | 0.8003 | 0.8946 |
496
+ | 0.2569 | 28.7097 | 890 | 0.8417 | 0.1150 | 0.8417 | 0.9174 |
497
+ | 0.2569 | 28.7742 | 892 | 0.8061 | 0.1605 | 0.8061 | 0.8978 |
498
+ | 0.2569 | 28.8387 | 894 | 0.7679 | 0.1395 | 0.7679 | 0.8763 |
499
+ | 0.2569 | 28.9032 | 896 | 0.7552 | 0.1395 | 0.7552 | 0.8690 |
500
+ | 0.2569 | 28.9677 | 898 | 0.7598 | 0.1775 | 0.7598 | 0.8717 |
501
+ | 0.2569 | 29.0323 | 900 | 0.7708 | 0.1716 | 0.7708 | 0.8780 |
502
+ | 0.2569 | 29.0968 | 902 | 0.7529 | 0.1775 | 0.7529 | 0.8677 |
503
+ | 0.2569 | 29.1613 | 904 | 0.7321 | 0.0650 | 0.7321 | 0.8557 |
504
+ | 0.2569 | 29.2258 | 906 | 0.7333 | 0.1048 | 0.7333 | 0.8564 |
505
+ | 0.2569 | 29.2903 | 908 | 0.7580 | 0.1775 | 0.7580 | 0.8707 |
506
+ | 0.2569 | 29.3548 | 910 | 0.7906 | 0.1150 | 0.7906 | 0.8892 |
507
+ | 0.2569 | 29.4194 | 912 | 0.8004 | 0.0711 | 0.8004 | 0.8947 |
508
+ | 0.2569 | 29.4839 | 914 | 0.7785 | 0.1716 | 0.7785 | 0.8823 |
509
+ | 0.2569 | 29.5484 | 916 | 0.7411 | 0.1775 | 0.7411 | 0.8609 |
510
+ | 0.2569 | 29.6129 | 918 | 0.7147 | 0.0303 | 0.7147 | 0.8454 |
511
+ | 0.2569 | 29.6774 | 920 | 0.7171 | 0.0303 | 0.7171 | 0.8468 |
512
+ | 0.2569 | 29.7419 | 922 | 0.7400 | 0.1817 | 0.7400 | 0.8602 |
513
+ | 0.2569 | 29.8065 | 924 | 0.7405 | 0.1817 | 0.7405 | 0.8605 |
514
+ | 0.2569 | 29.8710 | 926 | 0.7619 | 0.1716 | 0.7619 | 0.8729 |
515
+ | 0.2569 | 29.9355 | 928 | 0.7764 | 0.1716 | 0.7764 | 0.8811 |
516
+ | 0.2569 | 30.0 | 930 | 0.7418 | 0.1775 | 0.7418 | 0.8613 |
517
+ | 0.2569 | 30.0645 | 932 | 0.7224 | 0.2277 | 0.7224 | 0.8500 |
518
+ | 0.2569 | 30.1290 | 934 | 0.7059 | 0.1202 | 0.7059 | 0.8402 |
519
+ | 0.2569 | 30.1935 | 936 | 0.7135 | 0.2034 | 0.7135 | 0.8447 |
520
+ | 0.2569 | 30.2581 | 938 | 0.7554 | 0.1775 | 0.7554 | 0.8691 |
521
+ | 0.2569 | 30.3226 | 940 | 0.8192 | 0.0316 | 0.8192 | 0.9051 |
522
+ | 0.2569 | 30.3871 | 942 | 0.8552 | 0.0260 | 0.8552 | 0.9248 |
523
+ | 0.2569 | 30.4516 | 944 | 0.8343 | 0.0362 | 0.8343 | 0.9134 |
524
+ | 0.2569 | 30.5161 | 946 | 0.7961 | 0.0876 | 0.7961 | 0.8923 |
525
+ | 0.2569 | 30.5806 | 948 | 0.7526 | 0.1379 | 0.7526 | 0.8675 |
526
+ | 0.2569 | 30.6452 | 950 | 0.7365 | 0.1440 | 0.7365 | 0.8582 |
527
+ | 0.2569 | 30.7097 | 952 | 0.7584 | 0.1716 | 0.7584 | 0.8709 |
528
+ | 0.2569 | 30.7742 | 954 | 0.7785 | 0.1243 | 0.7785 | 0.8823 |
529
+ | 0.2569 | 30.8387 | 956 | 0.7953 | 0.1150 | 0.7953 | 0.8918 |
530
+ | 0.2569 | 30.9032 | 958 | 0.7556 | 0.1775 | 0.7556 | 0.8692 |
531
+ | 0.2569 | 30.9677 | 960 | 0.7253 | 0.1965 | 0.7253 | 0.8516 |
532
+ | 0.2569 | 31.0323 | 962 | 0.7105 | 0.2180 | 0.7105 | 0.8429 |
533
+ | 0.2569 | 31.0968 | 964 | 0.7194 | 0.2180 | 0.7194 | 0.8482 |
534
+ | 0.2569 | 31.1613 | 966 | 0.7445 | 0.1495 | 0.7445 | 0.8628 |
535
+ | 0.2569 | 31.2258 | 968 | 0.7615 | 0.1817 | 0.7615 | 0.8726 |
536
+ | 0.2569 | 31.2903 | 970 | 0.7904 | 0.0831 | 0.7904 | 0.8891 |
537
+ | 0.2569 | 31.3548 | 972 | 0.8801 | 0.0233 | 0.8801 | 0.9381 |
538
+ | 0.2569 | 31.4194 | 974 | 1.0098 | 0.0404 | 1.0098 | 1.0049 |
539
+ | 0.2569 | 31.4839 | 976 | 1.0234 | 0.0404 | 1.0234 | 1.0116 |
540
+ | 0.2569 | 31.5484 | 978 | 0.9579 | 0.0157 | 0.9579 | 0.9787 |
541
+ | 0.2569 | 31.6129 | 980 | 0.8531 | -0.0122 | 0.8531 | 0.9236 |
542
+ | 0.2569 | 31.6774 | 982 | 0.7971 | 0.1243 | 0.7971 | 0.8928 |
543
+ | 0.2569 | 31.7419 | 984 | 0.7876 | 0.0876 | 0.7876 | 0.8875 |
544
+ | 0.2569 | 31.8065 | 986 | 0.7852 | 0.0876 | 0.7852 | 0.8861 |
545
+ | 0.2569 | 31.8710 | 988 | 0.7626 | 0.1485 | 0.7626 | 0.8732 |
546
+ | 0.2569 | 31.9355 | 990 | 0.7566 | 0.1599 | 0.7566 | 0.8698 |
547
+ | 0.2569 | 32.0 | 992 | 0.7627 | 0.1003 | 0.7627 | 0.8734 |
548
+ | 0.2569 | 32.0645 | 994 | 0.7826 | 0.1243 | 0.7826 | 0.8846 |
549
+ | 0.2569 | 32.1290 | 996 | 0.8058 | 0.1196 | 0.8058 | 0.8977 |
550
+ | 0.2569 | 32.1935 | 998 | 0.8386 | 0.0287 | 0.8386 | 0.9157 |
551
+ | 0.0591 | 32.2581 | 1000 | 0.8153 | 0.1150 | 0.8153 | 0.9029 |
552
+ | 0.0591 | 32.3226 | 1002 | 0.7637 | 0.0867 | 0.7637 | 0.8739 |
553
+ | 0.0591 | 32.3871 | 1004 | 0.7420 | 0.1395 | 0.7420 | 0.8614 |
554
+ | 0.0591 | 32.4516 | 1006 | 0.7407 | 0.1899 | 0.7407 | 0.8606 |
555
+ | 0.0591 | 32.5161 | 1008 | 0.7438 | 0.1899 | 0.7438 | 0.8624 |
556
+ | 0.0591 | 32.5806 | 1010 | 0.7600 | 0.1440 | 0.7600 | 0.8718 |
557
+ | 0.0591 | 32.6452 | 1012 | 0.7619 | 0.1387 | 0.7619 | 0.8729 |
558
+ | 0.0591 | 32.7097 | 1014 | 0.7824 | 0.1342 | 0.7824 | 0.8845 |
559
+ | 0.0591 | 32.7742 | 1016 | 0.8085 | 0.1196 | 0.8085 | 0.8992 |
560
+ | 0.0591 | 32.8387 | 1018 | 0.8119 | 0.1150 | 0.8119 | 0.9010 |
561
+ | 0.0591 | 32.9032 | 1020 | 0.8104 | 0.1150 | 0.8104 | 0.9002 |
562
+ | 0.0591 | 32.9677 | 1022 | 0.7840 | 0.1716 | 0.7840 | 0.8854 |
563
+ | 0.0591 | 33.0323 | 1024 | 0.7621 | 0.1836 | 0.7621 | 0.8730 |
564
+ | 0.0591 | 33.0968 | 1026 | 0.7744 | 0.1196 | 0.7744 | 0.8800 |
565
+ | 0.0591 | 33.1613 | 1028 | 0.7996 | 0.1150 | 0.7996 | 0.8942 |
566
+ | 0.0591 | 33.2258 | 1030 | 0.7978 | 0.1196 | 0.7978 | 0.8932 |
567
+ | 0.0591 | 33.2903 | 1032 | 0.7300 | 0.1836 | 0.7300 | 0.8544 |
568
+ | 0.0591 | 33.3548 | 1034 | 0.6736 | 0.1902 | 0.6736 | 0.8207 |
569
+ | 0.0591 | 33.4194 | 1036 | 0.6744 | 0.0869 | 0.6744 | 0.8212 |
570
+ | 0.0591 | 33.4839 | 1038 | 0.6879 | 0.0869 | 0.6879 | 0.8294 |
571
+ | 0.0591 | 33.5484 | 1040 | 0.7138 | 0.1506 | 0.7138 | 0.8449 |
572
+ | 0.0591 | 33.6129 | 1042 | 0.7389 | 0.1342 | 0.7389 | 0.8596 |
573
+ | 0.0591 | 33.6774 | 1044 | 0.7472 | 0.0867 | 0.7472 | 0.8644 |
574
+ | 0.0591 | 33.7419 | 1046 | 0.7532 | 0.1243 | 0.7532 | 0.8679 |
575
+ | 0.0591 | 33.8065 | 1048 | 0.7574 | 0.1243 | 0.7574 | 0.8703 |
576
+ | 0.0591 | 33.8710 | 1050 | 0.7602 | 0.1243 | 0.7602 | 0.8719 |
577
+ | 0.0591 | 33.9355 | 1052 | 0.7529 | 0.0867 | 0.7529 | 0.8677 |
578
+ | 0.0591 | 34.0 | 1054 | 0.7415 | 0.0867 | 0.7415 | 0.8611 |
579
+ | 0.0591 | 34.0645 | 1056 | 0.7053 | 0.1965 | 0.7053 | 0.8398 |
580
+ | 0.0591 | 34.1290 | 1058 | 0.6956 | 0.1565 | 0.6956 | 0.8340 |
581
+ | 0.0591 | 34.1935 | 1060 | 0.6792 | 0.2339 | 0.6792 | 0.8242 |
582
+ | 0.0591 | 34.2581 | 1062 | 0.6982 | 0.1565 | 0.6982 | 0.8356 |
583
+ | 0.0591 | 34.3226 | 1064 | 0.7257 | 0.1899 | 0.7257 | 0.8519 |
584
+ | 0.0591 | 34.3871 | 1066 | 0.7215 | 0.1899 | 0.7215 | 0.8494 |
585
+ | 0.0591 | 34.4516 | 1068 | 0.6903 | 0.2258 | 0.6903 | 0.8309 |
586
+ | 0.0591 | 34.5161 | 1070 | 0.6818 | 0.0436 | 0.6818 | 0.8257 |
587
+ | 0.0591 | 34.5806 | 1072 | 0.6974 | -0.0062 | 0.6974 | 0.8351 |
588
+ | 0.0591 | 34.6452 | 1074 | 0.6971 | 0.0914 | 0.6971 | 0.8349 |
589
+ | 0.0591 | 34.7097 | 1076 | 0.7086 | 0.2258 | 0.7086 | 0.8418 |
590
+ | 0.0591 | 34.7742 | 1078 | 0.7401 | 0.1836 | 0.7401 | 0.8603 |
591
+ | 0.0591 | 34.8387 | 1080 | 0.8058 | 0.0711 | 0.8058 | 0.8976 |
592
+ | 0.0591 | 34.9032 | 1082 | 0.8463 | 0.0676 | 0.8463 | 0.9199 |
593
+ | 0.0591 | 34.9677 | 1084 | 0.8896 | 0.0233 | 0.8896 | 0.9432 |
594
+ | 0.0591 | 35.0323 | 1086 | 0.8617 | 0.0260 | 0.8617 | 0.9283 |
595
+ | 0.0591 | 35.0968 | 1088 | 0.7940 | 0.0867 | 0.7940 | 0.8911 |
596
 
597
 
598
  ### Framework versions