Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task3_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
6e1478e
·
verified ·
1 Parent(s): cb1ce93

End of training

Browse files
Files changed (1) hide show
  1. README.md +659 -398
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_run1_AugV5_k12_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_run1_AugV5_k12_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: 0.8981
19
- - Qwk: -0.0623
20
- - Mse: 0.8981
21
- - Rmse: 0.9477
22
 
23
  ## Model description
24
 
@@ -49,398 +49,659 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0323 | 2 | 3.7962 | 0.0023 | 3.7962 | 1.9484 |
53
- | No log | 0.0645 | 4 | 2.1983 | 0.0304 | 2.1983 | 1.4827 |
54
- | No log | 0.0968 | 6 | 1.4499 | -0.0484 | 1.4499 | 1.2041 |
55
- | No log | 0.1290 | 8 | 0.8390 | -0.0390 | 0.8390 | 0.9159 |
56
- | No log | 0.1613 | 10 | 0.7144 | 0.1021 | 0.7144 | 0.8452 |
57
- | No log | 0.1935 | 12 | 0.6778 | -0.0626 | 0.6778 | 0.8233 |
58
- | No log | 0.2258 | 14 | 0.8209 | -0.0408 | 0.8209 | 0.9060 |
59
- | No log | 0.2581 | 16 | 0.9042 | -0.0101 | 0.9042 | 0.9509 |
60
- | No log | 0.2903 | 18 | 0.8228 | -0.0766 | 0.8228 | 0.9071 |
61
- | No log | 0.3226 | 20 | 0.7765 | 0.0318 | 0.7765 | 0.8812 |
62
- | No log | 0.3548 | 22 | 0.8131 | -0.0753 | 0.8131 | 0.9017 |
63
- | No log | 0.3871 | 24 | 0.8256 | -0.1246 | 0.8256 | 0.9086 |
64
- | No log | 0.4194 | 26 | 0.9856 | -0.0606 | 0.9856 | 0.9928 |
65
- | No log | 0.4516 | 28 | 1.4855 | 0.0235 | 1.4855 | 1.2188 |
66
- | No log | 0.4839 | 30 | 1.3390 | 0.0235 | 1.3390 | 1.1572 |
67
- | No log | 0.5161 | 32 | 0.9255 | -0.0943 | 0.9255 | 0.9620 |
68
- | No log | 0.5484 | 34 | 0.7203 | -0.0695 | 0.7203 | 0.8487 |
69
- | No log | 0.5806 | 36 | 0.6725 | -0.0035 | 0.6725 | 0.8201 |
70
- | No log | 0.6129 | 38 | 0.6787 | 0.0 | 0.6787 | 0.8239 |
71
- | No log | 0.6452 | 40 | 0.7065 | 0.0964 | 0.7065 | 0.8405 |
72
- | No log | 0.6774 | 42 | 0.9764 | -0.0862 | 0.9764 | 0.9881 |
73
- | No log | 0.7097 | 44 | 0.9540 | -0.0054 | 0.9540 | 0.9767 |
74
- | No log | 0.7419 | 46 | 0.7446 | 0.1828 | 0.7446 | 0.8629 |
75
- | No log | 0.7742 | 48 | 0.7445 | 0.0506 | 0.7445 | 0.8629 |
76
- | No log | 0.8065 | 50 | 0.7627 | 0.0857 | 0.7627 | 0.8733 |
77
- | No log | 0.8387 | 52 | 0.7968 | 0.2502 | 0.7968 | 0.8926 |
78
- | No log | 0.8710 | 54 | 0.8391 | 0.1449 | 0.8391 | 0.9160 |
79
- | No log | 0.9032 | 56 | 0.8585 | 0.1415 | 0.8585 | 0.9265 |
80
- | No log | 0.9355 | 58 | 0.9069 | 0.0606 | 0.9069 | 0.9523 |
81
- | No log | 0.9677 | 60 | 0.9578 | 0.0612 | 0.9578 | 0.9787 |
82
- | No log | 1.0 | 62 | 0.9458 | 0.2160 | 0.9458 | 0.9725 |
83
- | No log | 1.0323 | 64 | 0.9716 | 0.2158 | 0.9716 | 0.9857 |
84
- | No log | 1.0645 | 66 | 0.9803 | 0.0483 | 0.9803 | 0.9901 |
85
- | No log | 1.0968 | 68 | 1.2462 | 0.1047 | 1.2462 | 1.1163 |
86
- | No log | 1.1290 | 70 | 1.1566 | 0.0253 | 1.1566 | 1.0754 |
87
- | No log | 1.1613 | 72 | 0.8970 | 0.1586 | 0.8970 | 0.9471 |
88
- | No log | 1.1935 | 74 | 0.9218 | 0.0896 | 0.9218 | 0.9601 |
89
- | No log | 1.2258 | 76 | 0.9305 | 0.2038 | 0.9305 | 0.9646 |
90
- | No log | 1.2581 | 78 | 1.1539 | 0.0685 | 1.1539 | 1.0742 |
91
- | No log | 1.2903 | 80 | 1.0427 | 0.0852 | 1.0427 | 1.0211 |
92
- | No log | 1.3226 | 82 | 1.0050 | -0.0208 | 1.0050 | 1.0025 |
93
- | No log | 1.3548 | 84 | 1.0207 | 0.0404 | 1.0207 | 1.0103 |
94
- | No log | 1.3871 | 86 | 1.1329 | 0.0922 | 1.1329 | 1.0644 |
95
- | No log | 1.4194 | 88 | 1.3119 | 0.0755 | 1.3119 | 1.1454 |
96
- | No log | 1.4516 | 90 | 1.2968 | 0.0265 | 1.2968 | 1.1388 |
97
- | No log | 1.4839 | 92 | 1.1135 | 0.0193 | 1.1135 | 1.0552 |
98
- | No log | 1.5161 | 94 | 0.8757 | 0.1687 | 0.8757 | 0.9358 |
99
- | No log | 1.5484 | 96 | 1.0079 | -0.0454 | 1.0079 | 1.0039 |
100
- | No log | 1.5806 | 98 | 0.9045 | -0.0778 | 0.9045 | 0.9510 |
101
- | No log | 1.6129 | 100 | 0.9245 | 0.0964 | 0.9245 | 0.9615 |
102
- | No log | 1.6452 | 102 | 1.3940 | -0.0229 | 1.3940 | 1.1807 |
103
- | No log | 1.6774 | 104 | 1.3927 | -0.0243 | 1.3927 | 1.1801 |
104
- | No log | 1.7097 | 106 | 0.9625 | 0.1511 | 0.9625 | 0.9811 |
105
- | No log | 1.7419 | 108 | 1.0352 | -0.0094 | 1.0352 | 1.0175 |
106
- | No log | 1.7742 | 110 | 0.9544 | -0.1200 | 0.9544 | 0.9769 |
107
- | No log | 1.8065 | 112 | 1.0361 | 0.1252 | 1.0361 | 1.0179 |
108
- | No log | 1.8387 | 114 | 1.2789 | 0.0785 | 1.2789 | 1.1309 |
109
- | No log | 1.8710 | 116 | 1.0272 | 0.0980 | 1.0272 | 1.0135 |
110
- | No log | 1.9032 | 118 | 0.9087 | 0.2158 | 0.9087 | 0.9532 |
111
- | No log | 1.9355 | 120 | 0.9118 | 0.1723 | 0.9118 | 0.9549 |
112
- | No log | 1.9677 | 122 | 0.9910 | 0.0044 | 0.9910 | 0.9955 |
113
- | No log | 2.0 | 124 | 1.4174 | 0.0821 | 1.4174 | 1.1905 |
114
- | No log | 2.0323 | 126 | 1.4123 | 0.0580 | 1.4123 | 1.1884 |
115
- | No log | 2.0645 | 128 | 1.0967 | 0.0715 | 1.0967 | 1.0472 |
116
- | No log | 2.0968 | 130 | 0.9899 | 0.0871 | 0.9899 | 0.9949 |
117
- | No log | 2.1290 | 132 | 1.0083 | 0.0113 | 1.0083 | 1.0041 |
118
- | No log | 2.1613 | 134 | 1.0560 | 0.0692 | 1.0560 | 1.0276 |
119
- | No log | 2.1935 | 136 | 1.0972 | 0.0201 | 1.0972 | 1.0475 |
120
- | No log | 2.2258 | 138 | 0.9813 | -0.0033 | 0.9813 | 0.9906 |
121
- | No log | 2.2581 | 140 | 0.9124 | 0.0791 | 0.9124 | 0.9552 |
122
- | No log | 2.2903 | 142 | 0.8891 | 0.0408 | 0.8891 | 0.9429 |
123
- | No log | 2.3226 | 144 | 0.9442 | -0.0484 | 0.9442 | 0.9717 |
124
- | No log | 2.3548 | 146 | 1.1177 | 0.0458 | 1.1177 | 1.0572 |
125
- | No log | 2.3871 | 148 | 1.2699 | 0.0233 | 1.2699 | 1.1269 |
126
- | No log | 2.4194 | 150 | 1.0602 | 0.0666 | 1.0602 | 1.0297 |
127
- | No log | 2.4516 | 152 | 1.0337 | 0.1341 | 1.0337 | 1.0167 |
128
- | No log | 2.4839 | 154 | 1.0181 | 0.1695 | 1.0181 | 1.0090 |
129
- | No log | 2.5161 | 156 | 0.9824 | 0.1555 | 0.9824 | 0.9911 |
130
- | No log | 2.5484 | 158 | 1.1349 | 0.0145 | 1.1349 | 1.0653 |
131
- | No log | 2.5806 | 160 | 1.0244 | 0.0379 | 1.0244 | 1.0121 |
132
- | No log | 2.6129 | 162 | 0.9036 | 0.1251 | 0.9036 | 0.9506 |
133
- | No log | 2.6452 | 164 | 0.9125 | 0.0549 | 0.9125 | 0.9552 |
134
- | No log | 2.6774 | 166 | 0.9465 | -0.0454 | 0.9465 | 0.9729 |
135
- | No log | 2.7097 | 168 | 0.9658 | -0.1258 | 0.9658 | 0.9827 |
136
- | No log | 2.7419 | 170 | 0.9571 | 0.0090 | 0.9571 | 0.9783 |
137
- | No log | 2.7742 | 172 | 0.9695 | -0.0266 | 0.9695 | 0.9846 |
138
- | No log | 2.8065 | 174 | 0.9651 | -0.0266 | 0.9651 | 0.9824 |
139
- | No log | 2.8387 | 176 | 1.1145 | 0.0044 | 1.1145 | 1.0557 |
140
- | No log | 2.8710 | 178 | 1.0287 | -0.0341 | 1.0287 | 1.0142 |
141
- | No log | 2.9032 | 180 | 0.9294 | -0.0517 | 0.9294 | 0.9641 |
142
- | No log | 2.9355 | 182 | 0.9100 | -0.0357 | 0.9100 | 0.9539 |
143
- | No log | 2.9677 | 184 | 0.9593 | -0.0901 | 0.9593 | 0.9794 |
144
- | No log | 3.0 | 186 | 1.1351 | -0.0252 | 1.1351 | 1.0654 |
145
- | No log | 3.0323 | 188 | 1.3779 | 0.0044 | 1.3779 | 1.1739 |
146
- | No log | 3.0645 | 190 | 1.0955 | -0.0949 | 1.0955 | 1.0466 |
147
- | No log | 3.0968 | 192 | 0.9995 | -0.0549 | 0.9995 | 0.9997 |
148
- | No log | 3.1290 | 194 | 1.0934 | -0.0356 | 1.0934 | 1.0457 |
149
- | No log | 3.1613 | 196 | 1.3689 | 0.0253 | 1.3689 | 1.1700 |
150
- | No log | 3.1935 | 198 | 1.1995 | 0.0673 | 1.1995 | 1.0952 |
151
- | No log | 3.2258 | 200 | 1.0500 | 0.0441 | 1.0500 | 1.0247 |
152
- | No log | 3.2581 | 202 | 1.0243 | -0.0156 | 1.0243 | 1.0121 |
153
- | No log | 3.2903 | 204 | 1.1960 | 0.0752 | 1.1960 | 1.0936 |
154
- | No log | 3.3226 | 206 | 1.3768 | 0.0825 | 1.3768 | 1.1734 |
155
- | No log | 3.3548 | 208 | 1.1776 | 0.0253 | 1.1776 | 1.0852 |
156
- | No log | 3.3871 | 210 | 0.9911 | -0.0575 | 0.9911 | 0.9955 |
157
- | No log | 3.4194 | 212 | 0.8472 | -0.0268 | 0.8472 | 0.9205 |
158
- | No log | 3.4516 | 214 | 0.8257 | 0.0937 | 0.8257 | 0.9087 |
159
- | No log | 3.4839 | 216 | 0.8366 | 0.0983 | 0.8366 | 0.9147 |
160
- | No log | 3.5161 | 218 | 0.9501 | -0.0301 | 0.9501 | 0.9747 |
161
- | No log | 3.5484 | 220 | 1.2727 | 0.1048 | 1.2727 | 1.1282 |
162
- | No log | 3.5806 | 222 | 1.3966 | 0.1301 | 1.3966 | 1.1818 |
163
- | No log | 3.6129 | 224 | 1.1349 | 0.0413 | 1.1349 | 1.0653 |
164
- | No log | 3.6452 | 226 | 1.0092 | 0.0591 | 1.0092 | 1.0046 |
165
- | No log | 3.6774 | 228 | 1.0434 | 0.0591 | 1.0434 | 1.0215 |
166
- | No log | 3.7097 | 230 | 1.0420 | -0.0133 | 1.0420 | 1.0208 |
167
- | No log | 3.7419 | 232 | 1.0975 | 0.0402 | 1.0975 | 1.0476 |
168
- | No log | 3.7742 | 234 | 1.0179 | -0.0702 | 1.0179 | 1.0089 |
169
- | No log | 3.8065 | 236 | 0.9287 | 0.0437 | 0.9287 | 0.9637 |
170
- | No log | 3.8387 | 238 | 0.9214 | 0.1489 | 0.9214 | 0.9599 |
171
- | No log | 3.8710 | 240 | 0.9597 | -0.0410 | 0.9597 | 0.9797 |
172
- | No log | 3.9032 | 242 | 1.0402 | 0.0391 | 1.0402 | 1.0199 |
173
- | No log | 3.9355 | 244 | 0.9645 | -0.0326 | 0.9645 | 0.9821 |
174
- | No log | 3.9677 | 246 | 0.9086 | -0.0517 | 0.9086 | 0.9532 |
175
- | No log | 4.0 | 248 | 0.8964 | -0.0266 | 0.8964 | 0.9468 |
176
- | No log | 4.0323 | 250 | 0.9144 | -0.0212 | 0.9144 | 0.9563 |
177
- | No log | 4.0645 | 252 | 0.9886 | -0.0353 | 0.9886 | 0.9943 |
178
- | No log | 4.0968 | 254 | 1.0189 | -0.0276 | 1.0189 | 1.0094 |
179
- | No log | 4.1290 | 256 | 0.9048 | -0.0099 | 0.9048 | 0.9512 |
180
- | No log | 4.1613 | 258 | 0.8786 | 0.1228 | 0.8786 | 0.9374 |
181
- | No log | 4.1935 | 260 | 0.9303 | -0.0093 | 0.9303 | 0.9645 |
182
- | No log | 4.2258 | 262 | 1.0840 | -0.0222 | 1.0840 | 1.0412 |
183
- | No log | 4.2581 | 264 | 1.0395 | -0.0013 | 1.0395 | 1.0196 |
184
- | No log | 4.2903 | 266 | 0.9636 | -0.0870 | 0.9636 | 0.9816 |
185
- | No log | 4.3226 | 268 | 0.9955 | -0.0452 | 0.9955 | 0.9977 |
186
- | No log | 4.3548 | 270 | 1.0140 | -0.0341 | 1.0140 | 1.0070 |
187
- | No log | 4.3871 | 272 | 0.9201 | -0.0452 | 0.9201 | 0.9592 |
188
- | No log | 4.4194 | 274 | 0.9024 | -0.0646 | 0.9024 | 0.9499 |
189
- | No log | 4.4516 | 276 | 0.9452 | -0.0452 | 0.9452 | 0.9722 |
190
- | No log | 4.4839 | 278 | 1.2017 | 0.0233 | 1.2017 | 1.0962 |
191
- | No log | 4.5161 | 280 | 1.2788 | 0.0846 | 1.2788 | 1.1308 |
192
- | No log | 4.5484 | 282 | 1.0093 | -0.0221 | 1.0093 | 1.0047 |
193
- | No log | 4.5806 | 284 | 0.8218 | 0.0879 | 0.8218 | 0.9065 |
194
- | No log | 4.6129 | 286 | 0.8311 | 0.1259 | 0.8311 | 0.9116 |
195
- | No log | 4.6452 | 288 | 0.8526 | 0.0723 | 0.8526 | 0.9234 |
196
- | No log | 4.6774 | 290 | 0.8703 | 0.1751 | 0.8703 | 0.9329 |
197
- | No log | 4.7097 | 292 | 1.0838 | 0.0391 | 1.0838 | 1.0411 |
198
- | No log | 4.7419 | 294 | 1.3187 | -0.0249 | 1.3187 | 1.1484 |
199
- | No log | 4.7742 | 296 | 1.2220 | 0.0741 | 1.2220 | 1.1054 |
200
- | No log | 4.8065 | 298 | 0.9844 | -0.0173 | 0.9844 | 0.9922 |
201
- | No log | 4.8387 | 300 | 0.9394 | 0.0713 | 0.9394 | 0.9692 |
202
- | No log | 4.8710 | 302 | 0.9142 | 0.0178 | 0.9142 | 0.9562 |
203
- | No log | 4.9032 | 304 | 0.9183 | -0.0099 | 0.9183 | 0.9583 |
204
- | No log | 4.9355 | 306 | 0.9097 | -0.0099 | 0.9097 | 0.9538 |
205
- | No log | 4.9677 | 308 | 0.8994 | 0.0922 | 0.8994 | 0.9484 |
206
- | No log | 5.0 | 310 | 0.8891 | 0.0301 | 0.8891 | 0.9429 |
207
- | No log | 5.0323 | 312 | 0.8839 | -0.0049 | 0.8839 | 0.9402 |
208
- | No log | 5.0645 | 314 | 0.8960 | 0.0549 | 0.8960 | 0.9466 |
209
- | No log | 5.0968 | 316 | 1.0086 | -0.0261 | 1.0086 | 1.0043 |
210
- | No log | 5.1290 | 318 | 0.9839 | -0.0575 | 0.9839 | 0.9919 |
211
- | No log | 5.1613 | 320 | 0.8638 | -0.0608 | 0.8638 | 0.9294 |
212
- | No log | 5.1935 | 322 | 0.8447 | 0.0393 | 0.8447 | 0.9191 |
213
- | No log | 5.2258 | 324 | 0.9480 | -0.0658 | 0.9480 | 0.9737 |
214
- | No log | 5.2581 | 326 | 1.1332 | 0.0296 | 1.1332 | 1.0645 |
215
- | No log | 5.2903 | 328 | 1.3522 | 0.0685 | 1.3522 | 1.1628 |
216
- | No log | 5.3226 | 330 | 1.3889 | 0.0994 | 1.3889 | 1.1785 |
217
- | No log | 5.3548 | 332 | 1.1585 | 0.0390 | 1.1585 | 1.0763 |
218
- | No log | 5.3871 | 334 | 0.9735 | 0.0936 | 0.9735 | 0.9867 |
219
- | No log | 5.4194 | 336 | 0.8616 | 0.0 | 0.8616 | 0.9282 |
220
- | No log | 5.4516 | 338 | 0.8557 | 0.0441 | 0.8557 | 0.9250 |
221
- | No log | 5.4839 | 340 | 0.9275 | 0.0246 | 0.9275 | 0.9631 |
222
- | No log | 5.5161 | 342 | 1.0078 | -0.0013 | 1.0078 | 1.0039 |
223
- | No log | 5.5484 | 344 | 1.0528 | -0.0301 | 1.0528 | 1.0261 |
224
- | No log | 5.5806 | 346 | 1.0409 | -0.0692 | 1.0409 | 1.0202 |
225
- | No log | 5.6129 | 348 | 1.0234 | -0.0727 | 1.0234 | 1.0116 |
226
- | No log | 5.6452 | 350 | 0.9006 | 0.0913 | 0.9006 | 0.9490 |
227
- | No log | 5.6774 | 352 | 0.8543 | 0.0846 | 0.8543 | 0.9243 |
228
- | No log | 5.7097 | 354 | 0.8443 | -0.0027 | 0.8443 | 0.9189 |
229
- | No log | 5.7419 | 356 | 0.9065 | -0.0153 | 0.9065 | 0.9521 |
230
- | No log | 5.7742 | 358 | 0.9403 | -0.0799 | 0.9403 | 0.9697 |
231
- | No log | 5.8065 | 360 | 0.9419 | -0.0470 | 0.9419 | 0.9705 |
232
- | No log | 5.8387 | 362 | 0.9259 | -0.0220 | 0.9259 | 0.9622 |
233
- | No log | 5.8710 | 364 | 0.9410 | 0.0679 | 0.9410 | 0.9700 |
234
- | No log | 5.9032 | 366 | 1.0431 | 0.0653 | 1.0431 | 1.0213 |
235
- | No log | 5.9355 | 368 | 1.0063 | 0.0856 | 1.0063 | 1.0032 |
236
- | No log | 5.9677 | 370 | 1.0292 | -0.0274 | 1.0292 | 1.0145 |
237
- | No log | 6.0 | 372 | 1.3938 | 0.0849 | 1.3938 | 1.1806 |
238
- | No log | 6.0323 | 374 | 1.5984 | 0.0855 | 1.5984 | 1.2643 |
239
- | No log | 6.0645 | 376 | 1.4705 | 0.0855 | 1.4705 | 1.2126 |
240
- | No log | 6.0968 | 378 | 1.1312 | -0.0021 | 1.1312 | 1.0636 |
241
- | No log | 6.1290 | 380 | 0.9002 | -0.0646 | 0.9002 | 0.9488 |
242
- | No log | 6.1613 | 382 | 0.8624 | 0.1249 | 0.8624 | 0.9286 |
243
- | No log | 6.1935 | 384 | 0.8641 | -0.0426 | 0.8641 | 0.9295 |
244
- | No log | 6.2258 | 386 | 0.9930 | 0.0319 | 0.9930 | 0.9965 |
245
- | No log | 6.2581 | 388 | 1.2313 | 0.0239 | 1.2313 | 1.1097 |
246
- | No log | 6.2903 | 390 | 1.2708 | 0.0764 | 1.2708 | 1.1273 |
247
- | No log | 6.3226 | 392 | 1.0962 | 0.0390 | 1.0962 | 1.0470 |
248
- | No log | 6.3548 | 394 | 0.9474 | 0.0159 | 0.9474 | 0.9733 |
249
- | No log | 6.3871 | 396 | 0.9741 | 0.0159 | 0.9741 | 0.9870 |
250
- | No log | 6.4194 | 398 | 1.1526 | 0.0659 | 1.1526 | 1.0736 |
251
- | No log | 6.4516 | 400 | 1.2890 | -0.0088 | 1.2890 | 1.1353 |
252
- | No log | 6.4839 | 402 | 1.1836 | 0.0098 | 1.1836 | 1.0879 |
253
- | No log | 6.5161 | 404 | 1.0093 | -0.0033 | 1.0093 | 1.0046 |
254
- | No log | 6.5484 | 406 | 0.8764 | 0.0 | 0.8764 | 0.9362 |
255
- | No log | 6.5806 | 408 | 0.8248 | 0.1254 | 0.8248 | 0.9082 |
256
- | No log | 6.6129 | 410 | 0.8286 | 0.1254 | 0.8286 | 0.9103 |
257
- | No log | 6.6452 | 412 | 0.8518 | 0.0441 | 0.8518 | 0.9229 |
258
- | No log | 6.6774 | 414 | 0.9883 | 0.0025 | 0.9883 | 0.9942 |
259
- | No log | 6.7097 | 416 | 1.1218 | -0.0107 | 1.1218 | 1.0592 |
260
- | No log | 6.7419 | 418 | 1.1443 | -0.0141 | 1.1443 | 1.0697 |
261
- | No log | 6.7742 | 420 | 1.0000 | -0.0214 | 1.0000 | 1.0000 |
262
- | No log | 6.8065 | 422 | 0.9703 | 0.0452 | 0.9703 | 0.9850 |
263
- | No log | 6.8387 | 424 | 0.9686 | 0.0700 | 0.9686 | 0.9842 |
264
- | No log | 6.8710 | 426 | 0.8742 | 0.0741 | 0.8742 | 0.9350 |
265
- | No log | 6.9032 | 428 | 0.9151 | -0.0977 | 0.9151 | 0.9566 |
266
- | No log | 6.9355 | 430 | 0.9780 | -0.0035 | 0.9780 | 0.9890 |
267
- | No log | 6.9677 | 432 | 0.9438 | -0.0808 | 0.9438 | 0.9715 |
268
- | No log | 7.0 | 434 | 0.8966 | 0.2096 | 0.8966 | 0.9469 |
269
- | No log | 7.0323 | 436 | 0.9427 | 0.1431 | 0.9427 | 0.9709 |
270
- | No log | 7.0645 | 438 | 0.9086 | 0.2053 | 0.9086 | 0.9532 |
271
- | No log | 7.0968 | 440 | 0.8901 | -0.0700 | 0.8901 | 0.9435 |
272
- | No log | 7.1290 | 442 | 0.9444 | -0.0799 | 0.9444 | 0.9718 |
273
- | No log | 7.1613 | 444 | 0.9115 | -0.0470 | 0.9115 | 0.9547 |
274
- | No log | 7.1935 | 446 | 0.8075 | -0.0029 | 0.8075 | 0.8986 |
275
- | No log | 7.2258 | 448 | 0.7897 | 0.0338 | 0.7897 | 0.8886 |
276
- | No log | 7.2581 | 450 | 0.8151 | 0.0357 | 0.8151 | 0.9028 |
277
- | No log | 7.2903 | 452 | 0.8341 | 0.0357 | 0.8341 | 0.9133 |
278
- | No log | 7.3226 | 454 | 0.8632 | 0.0323 | 0.8632 | 0.9291 |
279
- | No log | 7.3548 | 456 | 0.8964 | 0.0123 | 0.8964 | 0.9468 |
280
- | No log | 7.3871 | 458 | 1.0084 | -0.0276 | 1.0084 | 1.0042 |
281
- | No log | 7.4194 | 460 | 1.1119 | -0.0411 | 1.1119 | 1.0545 |
282
- | No log | 7.4516 | 462 | 1.0777 | 0.0098 | 1.0777 | 1.0381 |
283
- | No log | 7.4839 | 464 | 0.9930 | -0.0053 | 0.9930 | 0.9965 |
284
- | No log | 7.5161 | 466 | 0.9358 | 0.0049 | 0.9358 | 0.9674 |
285
- | No log | 7.5484 | 468 | 0.9037 | -0.0103 | 0.9037 | 0.9506 |
286
- | No log | 7.5806 | 470 | 0.9290 | -0.1072 | 0.9290 | 0.9638 |
287
- | No log | 7.6129 | 472 | 0.9785 | -0.0438 | 0.9785 | 0.9892 |
288
- | No log | 7.6452 | 474 | 0.9761 | -0.0438 | 0.9761 | 0.9880 |
289
- | No log | 7.6774 | 476 | 0.9223 | -0.0498 | 0.9223 | 0.9604 |
290
- | No log | 7.7097 | 478 | 0.9467 | -0.0053 | 0.9467 | 0.9730 |
291
- | No log | 7.7419 | 480 | 0.9253 | -0.0033 | 0.9253 | 0.9619 |
292
- | No log | 7.7742 | 482 | 0.8894 | -0.0530 | 0.8894 | 0.9431 |
293
- | No log | 7.8065 | 484 | 0.8303 | 0.0410 | 0.8303 | 0.9112 |
294
- | No log | 7.8387 | 486 | 0.7935 | 0.0338 | 0.7935 | 0.8908 |
295
- | No log | 7.8710 | 488 | 0.7843 | 0.1254 | 0.7843 | 0.8856 |
296
- | No log | 7.9032 | 490 | 0.8044 | 0.1254 | 0.8044 | 0.8969 |
297
- | No log | 7.9355 | 492 | 0.8950 | 0.0114 | 0.8950 | 0.9461 |
298
- | No log | 7.9677 | 494 | 1.1097 | 0.0692 | 1.1097 | 1.0534 |
299
- | No log | 8.0 | 496 | 1.1402 | 0.0666 | 1.1402 | 1.0678 |
300
- | No log | 8.0323 | 498 | 1.0625 | -0.0069 | 1.0625 | 1.0308 |
301
- | 0.2943 | 8.0645 | 500 | 0.9697 | -0.0291 | 0.9697 | 0.9847 |
302
- | 0.2943 | 8.0968 | 502 | 0.9505 | 0.0272 | 0.9505 | 0.9749 |
303
- | 0.2943 | 8.1290 | 504 | 0.9190 | -0.0616 | 0.9190 | 0.9586 |
304
- | 0.2943 | 8.1613 | 506 | 0.9216 | -0.0601 | 0.9216 | 0.9600 |
305
- | 0.2943 | 8.1935 | 508 | 1.0440 | 0.0098 | 1.0440 | 1.0218 |
306
- | 0.2943 | 8.2258 | 510 | 1.0871 | -0.0149 | 1.0871 | 1.0427 |
307
- | 0.2943 | 8.2581 | 512 | 1.0613 | 0.0098 | 1.0613 | 1.0302 |
308
- | 0.2943 | 8.2903 | 514 | 0.9398 | -0.0481 | 0.9398 | 0.9694 |
309
- | 0.2943 | 8.3226 | 516 | 0.9516 | 0.0140 | 0.9516 | 0.9755 |
310
- | 0.2943 | 8.3548 | 518 | 0.9844 | 0.0810 | 0.9844 | 0.9921 |
311
- | 0.2943 | 8.3871 | 520 | 0.9390 | -0.0192 | 0.9390 | 0.9690 |
312
- | 0.2943 | 8.4194 | 522 | 0.9922 | -0.0395 | 0.9922 | 0.9961 |
313
- | 0.2943 | 8.4516 | 524 | 1.0460 | 0.0342 | 1.0460 | 1.0227 |
314
- | 0.2943 | 8.4839 | 526 | 0.9764 | -0.0395 | 0.9764 | 0.9881 |
315
- | 0.2943 | 8.5161 | 528 | 0.9244 | -0.0313 | 0.9244 | 0.9614 |
316
- | 0.2943 | 8.5484 | 530 | 0.9436 | -0.0498 | 0.9436 | 0.9714 |
317
- | 0.2943 | 8.5806 | 532 | 1.0263 | -0.0013 | 1.0263 | 1.0130 |
318
- | 0.2943 | 8.6129 | 534 | 1.0366 | 0.0006 | 1.0366 | 1.0182 |
319
- | 0.2943 | 8.6452 | 536 | 0.9326 | -0.0530 | 0.9326 | 0.9657 |
320
- | 0.2943 | 8.6774 | 538 | 0.8961 | 0.0426 | 0.8961 | 0.9466 |
321
- | 0.2943 | 8.7097 | 540 | 0.9087 | 0.0393 | 0.9087 | 0.9532 |
322
- | 0.2943 | 8.7419 | 542 | 0.9427 | -0.0361 | 0.9427 | 0.9709 |
323
- | 0.2943 | 8.7742 | 544 | 0.9798 | -0.0222 | 0.9798 | 0.9898 |
324
- | 0.2943 | 8.8065 | 546 | 0.9551 | -0.0601 | 0.9551 | 0.9773 |
325
- | 0.2943 | 8.8387 | 548 | 0.9548 | -0.0137 | 0.9548 | 0.9771 |
326
- | 0.2943 | 8.8710 | 550 | 0.9249 | -0.0543 | 0.9249 | 0.9617 |
327
- | 0.2943 | 8.9032 | 552 | 0.8960 | -0.0941 | 0.8960 | 0.9466 |
328
- | 0.2943 | 8.9355 | 554 | 0.8596 | -0.0806 | 0.8596 | 0.9271 |
329
- | 0.2943 | 8.9677 | 556 | 0.8461 | -0.0026 | 0.8461 | 0.9198 |
330
- | 0.2943 | 9.0 | 558 | 0.8231 | 0.1304 | 0.8231 | 0.9073 |
331
- | 0.2943 | 9.0323 | 560 | 0.8313 | 0.1249 | 0.8313 | 0.9118 |
332
- | 0.2943 | 9.0645 | 562 | 0.8573 | 0.1249 | 0.8573 | 0.9259 |
333
- | 0.2943 | 9.0968 | 564 | 0.8880 | -0.0443 | 0.8880 | 0.9423 |
334
- | 0.2943 | 9.1290 | 566 | 0.9468 | -0.0901 | 0.9468 | 0.9730 |
335
- | 0.2943 | 9.1613 | 568 | 0.9618 | -0.0096 | 0.9618 | 0.9807 |
336
- | 0.2943 | 9.1935 | 570 | 0.8986 | -0.0530 | 0.8986 | 0.9479 |
337
- | 0.2943 | 9.2258 | 572 | 0.7976 | 0.1311 | 0.7976 | 0.8931 |
338
- | 0.2943 | 9.2581 | 574 | 0.8004 | 0.1148 | 0.8004 | 0.8946 |
339
- | 0.2943 | 9.2903 | 576 | 0.8237 | 0.1097 | 0.8237 | 0.9076 |
340
- | 0.2943 | 9.3226 | 578 | 0.8013 | 0.1148 | 0.8013 | 0.8951 |
341
- | 0.2943 | 9.3548 | 580 | 0.8073 | 0.1311 | 0.8073 | 0.8985 |
342
- | 0.2943 | 9.3871 | 582 | 0.8381 | 0.0828 | 0.8381 | 0.9155 |
343
- | 0.2943 | 9.4194 | 584 | 0.8953 | 0.0134 | 0.8953 | 0.9462 |
344
- | 0.2943 | 9.4516 | 586 | 0.9246 | -0.0142 | 0.9246 | 0.9616 |
345
- | 0.2943 | 9.4839 | 588 | 0.9250 | -0.0161 | 0.9250 | 0.9618 |
346
- | 0.2943 | 9.5161 | 590 | 0.9086 | -0.0212 | 0.9086 | 0.9532 |
347
- | 0.2943 | 9.5484 | 592 | 0.9222 | -0.0142 | 0.9222 | 0.9603 |
348
- | 0.2943 | 9.5806 | 594 | 0.9192 | -0.0142 | 0.9192 | 0.9588 |
349
- | 0.2943 | 9.6129 | 596 | 0.8720 | 0.0423 | 0.8720 | 0.9338 |
350
- | 0.2943 | 9.6452 | 598 | 0.8575 | -0.0079 | 0.8575 | 0.9260 |
351
- | 0.2943 | 9.6774 | 600 | 0.8875 | -0.0023 | 0.8875 | 0.9421 |
352
- | 0.2943 | 9.7097 | 602 | 0.9765 | 0.0208 | 0.9765 | 0.9882 |
353
- | 0.2943 | 9.7419 | 604 | 0.9902 | 0.0223 | 0.9902 | 0.9951 |
354
- | 0.2943 | 9.7742 | 606 | 0.9549 | 0.0160 | 0.9549 | 0.9772 |
355
- | 0.2943 | 9.8065 | 608 | 0.9153 | -0.0302 | 0.9153 | 0.9567 |
356
- | 0.2943 | 9.8387 | 610 | 0.8731 | 0.0277 | 0.8731 | 0.9344 |
357
- | 0.2943 | 9.8710 | 612 | 0.8717 | 0.0313 | 0.8717 | 0.9336 |
358
- | 0.2943 | 9.9032 | 614 | 0.9055 | -0.0634 | 0.9055 | 0.9516 |
359
- | 0.2943 | 9.9355 | 616 | 0.9767 | -0.0032 | 0.9767 | 0.9883 |
360
- | 0.2943 | 9.9677 | 618 | 1.0347 | 0.0653 | 1.0347 | 1.0172 |
361
- | 0.2943 | 10.0 | 620 | 0.9994 | -0.0013 | 0.9994 | 0.9997 |
362
- | 0.2943 | 10.0323 | 622 | 0.9570 | -0.0053 | 0.9570 | 0.9783 |
363
- | 0.2943 | 10.0645 | 624 | 0.8692 | 0.0377 | 0.8692 | 0.9323 |
364
- | 0.2943 | 10.0968 | 626 | 0.8357 | 0.1141 | 0.8357 | 0.9142 |
365
- | 0.2943 | 10.1290 | 628 | 0.8271 | 0.1298 | 0.8271 | 0.9095 |
366
- | 0.2943 | 10.1613 | 630 | 0.8702 | -0.0277 | 0.8702 | 0.9328 |
367
- | 0.2943 | 10.1935 | 632 | 0.8973 | -0.0167 | 0.8973 | 0.9472 |
368
- | 0.2943 | 10.2258 | 634 | 0.8561 | -0.0723 | 0.8561 | 0.9252 |
369
- | 0.2943 | 10.2581 | 636 | 0.8509 | 0.0025 | 0.8509 | 0.9224 |
370
- | 0.2943 | 10.2903 | 638 | 0.8280 | -0.0054 | 0.8280 | 0.9099 |
371
- | 0.2943 | 10.3226 | 640 | 0.8466 | 0.0723 | 0.8466 | 0.9201 |
372
- | 0.2943 | 10.3548 | 642 | 0.8646 | 0.0650 | 0.8646 | 0.9298 |
373
- | 0.2943 | 10.3871 | 644 | 0.8756 | -0.0121 | 0.8756 | 0.9357 |
374
- | 0.2943 | 10.4194 | 646 | 0.9484 | -0.0161 | 0.9484 | 0.9739 |
375
- | 0.2943 | 10.4516 | 648 | 0.9994 | 0.0282 | 0.9994 | 0.9997 |
376
- | 0.2943 | 10.4839 | 650 | 0.9700 | 0.0329 | 0.9700 | 0.9849 |
377
- | 0.2943 | 10.5161 | 652 | 0.8809 | 0.0255 | 0.8809 | 0.9386 |
378
- | 0.2943 | 10.5484 | 654 | 0.8308 | -0.0257 | 0.8308 | 0.9115 |
379
- | 0.2943 | 10.5806 | 656 | 0.7889 | 0.1395 | 0.7889 | 0.8882 |
380
- | 0.2943 | 10.6129 | 658 | 0.7416 | 0.1379 | 0.7416 | 0.8612 |
381
- | 0.2943 | 10.6452 | 660 | 0.7383 | 0.1379 | 0.7383 | 0.8593 |
382
- | 0.2943 | 10.6774 | 662 | 0.7599 | 0.1856 | 0.7599 | 0.8717 |
383
- | 0.2943 | 10.7097 | 664 | 0.8910 | 0.0271 | 0.8910 | 0.9439 |
384
- | 0.2943 | 10.7419 | 666 | 0.9695 | 0.0402 | 0.9695 | 0.9846 |
385
- | 0.2943 | 10.7742 | 668 | 0.8979 | -0.0123 | 0.8979 | 0.9476 |
386
- | 0.2943 | 10.8065 | 670 | 0.8198 | 0.1815 | 0.8198 | 0.9054 |
387
- | 0.2943 | 10.8387 | 672 | 0.8223 | 0.1769 | 0.8223 | 0.9068 |
388
- | 0.2943 | 10.8710 | 674 | 0.8281 | 0.1769 | 0.8281 | 0.9100 |
389
- | 0.2943 | 10.9032 | 676 | 0.8755 | 0.0159 | 0.8755 | 0.9357 |
390
- | 0.2943 | 10.9355 | 678 | 0.8967 | -0.0123 | 0.8967 | 0.9470 |
391
- | 0.2943 | 10.9677 | 680 | 0.8838 | -0.0123 | 0.8838 | 0.9401 |
392
- | 0.2943 | 11.0 | 682 | 0.8259 | 0.1358 | 0.8259 | 0.9088 |
393
- | 0.2943 | 11.0323 | 684 | 0.7907 | 0.0828 | 0.7907 | 0.8892 |
394
- | 0.2943 | 11.0645 | 686 | 0.8218 | 0.0898 | 0.8218 | 0.9065 |
395
- | 0.2943 | 11.0968 | 688 | 0.9379 | 0.0329 | 0.9379 | 0.9685 |
396
- | 0.2943 | 11.1290 | 690 | 0.9677 | 0.0659 | 0.9677 | 0.9837 |
397
- | 0.2943 | 11.1613 | 692 | 0.8615 | 0.0165 | 0.8615 | 0.9282 |
398
- | 0.2943 | 11.1935 | 694 | 0.8119 | 0.0412 | 0.8119 | 0.9010 |
399
- | 0.2943 | 11.2258 | 696 | 0.8163 | 0.0053 | 0.8163 | 0.9035 |
400
- | 0.2943 | 11.2581 | 698 | 0.7991 | 0.0432 | 0.7991 | 0.8939 |
401
- | 0.2943 | 11.2903 | 700 | 0.8076 | 0.0394 | 0.8076 | 0.8987 |
402
- | 0.2943 | 11.3226 | 702 | 0.8530 | -0.0634 | 0.8530 | 0.9236 |
403
- | 0.2943 | 11.3548 | 704 | 0.8526 | -0.1067 | 0.8526 | 0.9233 |
404
- | 0.2943 | 11.3871 | 706 | 0.8217 | 0.1298 | 0.8217 | 0.9065 |
405
- | 0.2943 | 11.4194 | 708 | 0.7909 | 0.1304 | 0.7909 | 0.8893 |
406
- | 0.2943 | 11.4516 | 710 | 0.7805 | 0.1304 | 0.7805 | 0.8835 |
407
- | 0.2943 | 11.4839 | 712 | 0.7917 | 0.1362 | 0.7917 | 0.8898 |
408
- | 0.2943 | 11.5161 | 714 | 0.8669 | -0.0148 | 0.8669 | 0.9311 |
409
- | 0.2943 | 11.5484 | 716 | 0.8583 | -0.0220 | 0.8583 | 0.9264 |
410
- | 0.2943 | 11.5806 | 718 | 0.8189 | 0.1304 | 0.8189 | 0.9049 |
411
- | 0.2943 | 11.6129 | 720 | 0.8360 | 0.1599 | 0.8360 | 0.9143 |
412
- | 0.2943 | 11.6452 | 722 | 0.8415 | 0.1599 | 0.8415 | 0.9173 |
413
- | 0.2943 | 11.6774 | 724 | 0.8136 | 0.1304 | 0.8136 | 0.9020 |
414
- | 0.2943 | 11.7097 | 726 | 0.8427 | -0.0307 | 0.8427 | 0.9180 |
415
- | 0.2943 | 11.7419 | 728 | 0.8158 | 0.1362 | 0.8158 | 0.9032 |
416
- | 0.2943 | 11.7742 | 730 | 0.8166 | 0.1304 | 0.8166 | 0.9037 |
417
- | 0.2943 | 11.8065 | 732 | 0.8471 | 0.1304 | 0.8471 | 0.9204 |
418
- | 0.2943 | 11.8387 | 734 | 0.8924 | 0.1049 | 0.8924 | 0.9447 |
419
- | 0.2943 | 11.8710 | 736 | 0.9011 | 0.1049 | 0.9011 | 0.9492 |
420
- | 0.2943 | 11.9032 | 738 | 0.9261 | 0.0748 | 0.9261 | 0.9623 |
421
- | 0.2943 | 11.9355 | 740 | 0.9441 | -0.0549 | 0.9441 | 0.9716 |
422
- | 0.2943 | 11.9677 | 742 | 0.9224 | -0.0161 | 0.9224 | 0.9604 |
423
- | 0.2943 | 12.0 | 744 | 0.8674 | 0.0783 | 0.8674 | 0.9314 |
424
- | 0.2943 | 12.0323 | 746 | 0.8571 | 0.0660 | 0.8571 | 0.9258 |
425
- | 0.2943 | 12.0645 | 748 | 0.8296 | 0.0723 | 0.8296 | 0.9108 |
426
- | 0.2943 | 12.0968 | 750 | 0.8020 | 0.1304 | 0.8020 | 0.8955 |
427
- | 0.2943 | 12.1290 | 752 | 0.8759 | -0.0530 | 0.8759 | 0.9359 |
428
- | 0.2943 | 12.1613 | 754 | 0.9180 | 0.0277 | 0.9180 | 0.9581 |
429
- | 0.2943 | 12.1935 | 756 | 0.8941 | -0.0074 | 0.8941 | 0.9456 |
430
- | 0.2943 | 12.2258 | 758 | 0.8081 | 0.1362 | 0.8081 | 0.8990 |
431
- | 0.2943 | 12.2581 | 760 | 0.7888 | 0.1362 | 0.7888 | 0.8881 |
432
- | 0.2943 | 12.2903 | 762 | 0.8048 | 0.1362 | 0.8048 | 0.8971 |
433
- | 0.2943 | 12.3226 | 764 | 0.8509 | -0.0672 | 0.8509 | 0.9224 |
434
- | 0.2943 | 12.3548 | 766 | 0.8625 | -0.0634 | 0.8625 | 0.9287 |
435
- | 0.2943 | 12.3871 | 768 | 0.8579 | -0.0339 | 0.8579 | 0.9262 |
436
- | 0.2943 | 12.4194 | 770 | 0.8411 | 0.1304 | 0.8411 | 0.9171 |
437
- | 0.2943 | 12.4516 | 772 | 0.8344 | 0.0723 | 0.8344 | 0.9135 |
438
- | 0.2943 | 12.4839 | 774 | 0.8275 | 0.0723 | 0.8275 | 0.9097 |
439
- | 0.2943 | 12.5161 | 776 | 0.8442 | -0.0500 | 0.8442 | 0.9188 |
440
- | 0.2943 | 12.5484 | 778 | 0.8866 | -0.1021 | 0.8866 | 0.9416 |
441
- | 0.2943 | 12.5806 | 780 | 0.9262 | -0.0854 | 0.9262 | 0.9624 |
442
- | 0.2943 | 12.6129 | 782 | 0.9394 | -0.0833 | 0.9394 | 0.9692 |
443
- | 0.2943 | 12.6452 | 784 | 0.8981 | -0.0623 | 0.8981 | 0.9477 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
444
 
445
 
446
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_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_OSS_usingWellWrittenEssays_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: 0.7786
19
+ - Qwk: -0.0532
20
+ - Mse: 0.7786
21
+ - Rmse: 0.8824
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0299 | 2 | 3.6477 | 0.0023 | 3.6477 | 1.9099 |
53
+ | No log | 0.0597 | 4 | 1.8583 | 0.0172 | 1.8583 | 1.3632 |
54
+ | No log | 0.0896 | 6 | 1.2066 | -0.0500 | 1.2066 | 1.0984 |
55
+ | No log | 0.1194 | 8 | 0.8258 | -0.0852 | 0.8258 | 0.9088 |
56
+ | No log | 0.1493 | 10 | 0.7297 | 0.0334 | 0.7297 | 0.8542 |
57
+ | No log | 0.1791 | 12 | 1.0936 | 0.0305 | 1.0936 | 1.0457 |
58
+ | No log | 0.2090 | 14 | 0.8180 | 0.0043 | 0.8180 | 0.9045 |
59
+ | No log | 0.2388 | 16 | 0.7097 | 0.0 | 0.7097 | 0.8424 |
60
+ | No log | 0.2687 | 18 | 0.6987 | 0.0555 | 0.6987 | 0.8359 |
61
+ | No log | 0.2985 | 20 | 0.7987 | -0.1246 | 0.7987 | 0.8937 |
62
+ | No log | 0.3284 | 22 | 0.9211 | -0.1259 | 0.9211 | 0.9598 |
63
+ | No log | 0.3582 | 24 | 1.1227 | 0.0026 | 1.1227 | 1.0596 |
64
+ | No log | 0.3881 | 26 | 1.0667 | 0.0431 | 1.0667 | 1.0328 |
65
+ | No log | 0.4179 | 28 | 0.8346 | -0.0240 | 0.8346 | 0.9136 |
66
+ | No log | 0.4478 | 30 | 0.7987 | -0.0032 | 0.7987 | 0.8937 |
67
+ | No log | 0.4776 | 32 | 0.7847 | 0.0967 | 0.7847 | 0.8858 |
68
+ | No log | 0.5075 | 34 | 1.2636 | 0.1537 | 1.2636 | 1.1241 |
69
+ | No log | 0.5373 | 36 | 1.7533 | -0.0048 | 1.7533 | 1.3241 |
70
+ | No log | 0.5672 | 38 | 0.9658 | 0.2000 | 0.9658 | 0.9828 |
71
+ | No log | 0.5970 | 40 | 0.6970 | 0.1021 | 0.6970 | 0.8348 |
72
+ | No log | 0.6269 | 42 | 0.6732 | 0.0964 | 0.6732 | 0.8205 |
73
+ | No log | 0.6567 | 44 | 0.8731 | 0.0676 | 0.8731 | 0.9344 |
74
+ | No log | 0.6866 | 46 | 0.9109 | 0.0909 | 0.9109 | 0.9544 |
75
+ | No log | 0.7164 | 48 | 0.6685 | 0.1758 | 0.6685 | 0.8176 |
76
+ | No log | 0.7463 | 50 | 0.7384 | -0.0473 | 0.7384 | 0.8593 |
77
+ | No log | 0.7761 | 52 | 0.7745 | 0.1611 | 0.7745 | 0.8800 |
78
+ | No log | 0.8060 | 54 | 0.7001 | 0.1974 | 0.7001 | 0.8367 |
79
+ | No log | 0.8358 | 56 | 0.7783 | 0.0917 | 0.7783 | 0.8822 |
80
+ | No log | 0.8657 | 58 | 0.7391 | 0.0717 | 0.7391 | 0.8597 |
81
+ | No log | 0.8955 | 60 | 0.9546 | 0.0501 | 0.9546 | 0.9770 |
82
+ | No log | 0.9254 | 62 | 1.0139 | 0.0762 | 1.0139 | 1.0069 |
83
+ | No log | 0.9552 | 64 | 0.9302 | 0.2161 | 0.9302 | 0.9644 |
84
+ | No log | 0.9851 | 66 | 0.9884 | 0.2211 | 0.9884 | 0.9942 |
85
+ | No log | 1.0149 | 68 | 1.1992 | 0.1262 | 1.1992 | 1.0951 |
86
+ | No log | 1.0448 | 70 | 1.6054 | 0.1076 | 1.6054 | 1.2670 |
87
+ | No log | 1.0746 | 72 | 1.3808 | 0.0814 | 1.3808 | 1.1751 |
88
+ | No log | 1.1045 | 74 | 0.9727 | 0.1716 | 0.9727 | 0.9862 |
89
+ | No log | 1.1343 | 76 | 0.9413 | 0.0654 | 0.9413 | 0.9702 |
90
+ | No log | 1.1642 | 78 | 1.0920 | 0.1528 | 1.0920 | 1.0450 |
91
+ | No log | 1.1940 | 80 | 1.2599 | 0.0551 | 1.2599 | 1.1224 |
92
+ | No log | 1.2239 | 82 | 1.1888 | 0.1233 | 1.1888 | 1.0903 |
93
+ | No log | 1.2537 | 84 | 1.0377 | 0.0488 | 1.0377 | 1.0187 |
94
+ | No log | 1.2836 | 86 | 1.0373 | 0.1553 | 1.0373 | 1.0185 |
95
+ | No log | 1.3134 | 88 | 1.0165 | 0.1198 | 1.0165 | 1.0082 |
96
+ | No log | 1.3433 | 90 | 1.1756 | 0.1271 | 1.1756 | 1.0843 |
97
+ | No log | 1.3731 | 92 | 1.2337 | 0.1528 | 1.2337 | 1.1107 |
98
+ | No log | 1.4030 | 94 | 1.0159 | 0.0712 | 1.0159 | 1.0079 |
99
+ | No log | 1.4328 | 96 | 1.1307 | 0.1542 | 1.1307 | 1.0633 |
100
+ | No log | 1.4627 | 98 | 0.9622 | 0.1650 | 0.9622 | 0.9809 |
101
+ | No log | 1.4925 | 100 | 0.9733 | 0.1609 | 0.9733 | 0.9865 |
102
+ | No log | 1.5224 | 102 | 1.2511 | 0.0551 | 1.2511 | 1.1185 |
103
+ | No log | 1.5522 | 104 | 1.0254 | 0.1714 | 1.0254 | 1.0126 |
104
+ | No log | 1.5821 | 106 | 0.8116 | 0.0688 | 0.8116 | 0.9009 |
105
+ | No log | 1.6119 | 108 | 0.9055 | -0.0327 | 0.9055 | 0.9516 |
106
+ | No log | 1.6418 | 110 | 0.9196 | 0.0455 | 0.9196 | 0.9589 |
107
+ | No log | 1.6716 | 112 | 1.3728 | 0.0545 | 1.3728 | 1.1717 |
108
+ | No log | 1.7015 | 114 | 1.4656 | 0.0588 | 1.4656 | 1.2106 |
109
+ | No log | 1.7313 | 116 | 1.1078 | 0.1326 | 1.1078 | 1.0525 |
110
+ | No log | 1.7612 | 118 | 0.9301 | 0.0715 | 0.9301 | 0.9644 |
111
+ | No log | 1.7910 | 120 | 1.1142 | 0.0979 | 1.1142 | 1.0556 |
112
+ | No log | 1.8209 | 122 | 0.8739 | 0.1593 | 0.8739 | 0.9348 |
113
+ | No log | 1.8507 | 124 | 0.7250 | 0.1254 | 0.7250 | 0.8515 |
114
+ | No log | 1.8806 | 126 | 0.8027 | 0.0706 | 0.8027 | 0.8959 |
115
+ | No log | 1.9104 | 128 | 0.8642 | 0.0747 | 0.8642 | 0.9296 |
116
+ | No log | 1.9403 | 130 | 0.7545 | 0.2553 | 0.7545 | 0.8686 |
117
+ | No log | 1.9701 | 132 | 0.9333 | 0.0454 | 0.9333 | 0.9661 |
118
+ | No log | 2.0 | 134 | 1.1263 | 0.1607 | 1.1263 | 1.0613 |
119
+ | No log | 2.0299 | 136 | 0.8990 | 0.1026 | 0.8990 | 0.9481 |
120
+ | No log | 2.0597 | 138 | 0.8749 | 0.0627 | 0.8749 | 0.9354 |
121
+ | No log | 2.0896 | 140 | 1.0532 | 0.1077 | 1.0532 | 1.0263 |
122
+ | No log | 2.1194 | 142 | 0.8848 | 0.0239 | 0.8848 | 0.9406 |
123
+ | No log | 2.1493 | 144 | 0.8254 | 0.0551 | 0.8254 | 0.9085 |
124
+ | No log | 2.1791 | 146 | 0.8434 | 0.0917 | 0.8434 | 0.9184 |
125
+ | No log | 2.2090 | 148 | 0.7841 | 0.0338 | 0.7841 | 0.8855 |
126
+ | No log | 2.2388 | 150 | 0.8455 | 0.0637 | 0.8455 | 0.9195 |
127
+ | No log | 2.2687 | 152 | 0.8205 | 0.1035 | 0.8205 | 0.9058 |
128
+ | No log | 2.2985 | 154 | 0.8117 | 0.1979 | 0.8117 | 0.9009 |
129
+ | No log | 2.3284 | 156 | 0.8585 | 0.1565 | 0.8585 | 0.9266 |
130
+ | No log | 2.3582 | 158 | 0.9626 | 0.0673 | 0.9626 | 0.9811 |
131
+ | No log | 2.3881 | 160 | 0.9015 | 0.0268 | 0.9015 | 0.9495 |
132
+ | No log | 2.4179 | 162 | 0.8568 | 0.0506 | 0.8568 | 0.9256 |
133
+ | No log | 2.4478 | 164 | 0.8615 | 0.0549 | 0.8615 | 0.9281 |
134
+ | No log | 2.4776 | 166 | 0.8652 | 0.0688 | 0.8652 | 0.9302 |
135
+ | No log | 2.5075 | 168 | 0.8585 | 0.0393 | 0.8585 | 0.9266 |
136
+ | No log | 2.5373 | 170 | 0.9314 | 0.0717 | 0.9314 | 0.9651 |
137
+ | No log | 2.5672 | 172 | 1.0207 | -0.0099 | 1.0207 | 1.0103 |
138
+ | No log | 2.5970 | 174 | 0.8635 | 0.0710 | 0.8635 | 0.9292 |
139
+ | No log | 2.6269 | 176 | 0.7854 | 0.0583 | 0.7854 | 0.8862 |
140
+ | No log | 2.6567 | 178 | 0.7699 | 0.0759 | 0.7699 | 0.8774 |
141
+ | No log | 2.6866 | 180 | 0.8669 | 0.1193 | 0.8669 | 0.9311 |
142
+ | No log | 2.7164 | 182 | 0.7678 | 0.1202 | 0.7678 | 0.8762 |
143
+ | No log | 2.7463 | 184 | 0.7642 | 0.1365 | 0.7642 | 0.8742 |
144
+ | No log | 2.7761 | 186 | 0.7750 | 0.1272 | 0.7750 | 0.8804 |
145
+ | No log | 2.8060 | 188 | 0.8243 | 0.0688 | 0.8243 | 0.9079 |
146
+ | No log | 2.8358 | 190 | 0.8406 | 0.1575 | 0.8406 | 0.9168 |
147
+ | No log | 2.8657 | 192 | 0.8679 | 0.1203 | 0.8679 | 0.9316 |
148
+ | No log | 2.8955 | 194 | 0.8694 | 0.0925 | 0.8694 | 0.9324 |
149
+ | No log | 2.9254 | 196 | 0.8194 | 0.0771 | 0.8194 | 0.9052 |
150
+ | No log | 2.9552 | 198 | 0.8061 | 0.1218 | 0.8061 | 0.8978 |
151
+ | No log | 2.9851 | 200 | 0.8963 | 0.0262 | 0.8963 | 0.9467 |
152
+ | No log | 3.0149 | 202 | 0.9621 | 0.0315 | 0.9621 | 0.9809 |
153
+ | No log | 3.0448 | 204 | 0.8185 | 0.0488 | 0.8185 | 0.9047 |
154
+ | No log | 3.0746 | 206 | 0.8394 | 0.0512 | 0.8394 | 0.9162 |
155
+ | No log | 3.1045 | 208 | 0.8006 | 0.1758 | 0.8006 | 0.8948 |
156
+ | No log | 3.1343 | 210 | 0.8322 | 0.0097 | 0.8322 | 0.9122 |
157
+ | No log | 3.1642 | 212 | 0.9059 | -0.0498 | 0.9059 | 0.9518 |
158
+ | No log | 3.1940 | 214 | 0.9480 | -0.0074 | 0.9480 | 0.9737 |
159
+ | No log | 3.2239 | 216 | 0.9516 | 0.0623 | 0.9516 | 0.9755 |
160
+ | No log | 3.2537 | 218 | 0.8953 | 0.1608 | 0.8953 | 0.9462 |
161
+ | No log | 3.2836 | 220 | 0.8416 | 0.0810 | 0.8416 | 0.9174 |
162
+ | No log | 3.3134 | 222 | 0.8055 | 0.0376 | 0.8055 | 0.8975 |
163
+ | No log | 3.3433 | 224 | 0.7599 | 0.0338 | 0.7599 | 0.8718 |
164
+ | No log | 3.3731 | 226 | 0.7747 | 0.1758 | 0.7747 | 0.8802 |
165
+ | No log | 3.4030 | 228 | 0.7561 | 0.1758 | 0.7561 | 0.8695 |
166
+ | No log | 3.4328 | 230 | 0.7449 | 0.0394 | 0.7449 | 0.8631 |
167
+ | No log | 3.4627 | 232 | 0.8018 | 0.0889 | 0.8018 | 0.8954 |
168
+ | No log | 3.4925 | 234 | 0.8598 | 0.0423 | 0.8598 | 0.9273 |
169
+ | No log | 3.5224 | 236 | 0.9411 | 0.1581 | 0.9411 | 0.9701 |
170
+ | No log | 3.5522 | 238 | 0.9769 | 0.1262 | 0.9769 | 0.9884 |
171
+ | No log | 3.5821 | 240 | 0.8701 | 0.0313 | 0.8701 | 0.9328 |
172
+ | No log | 3.6119 | 242 | 0.8777 | 0.0762 | 0.8777 | 0.9369 |
173
+ | No log | 3.6418 | 244 | 0.8123 | 0.1143 | 0.8123 | 0.9013 |
174
+ | No log | 3.6716 | 246 | 0.8495 | -0.0334 | 0.8495 | 0.9217 |
175
+ | No log | 3.7015 | 248 | 0.8207 | 0.0081 | 0.8207 | 0.9059 |
176
+ | No log | 3.7313 | 250 | 0.8314 | 0.0525 | 0.8314 | 0.9118 |
177
+ | No log | 3.7612 | 252 | 0.8399 | 0.1495 | 0.8399 | 0.9164 |
178
+ | No log | 3.7910 | 254 | 0.8472 | 0.0106 | 0.8472 | 0.9204 |
179
+ | No log | 3.8209 | 256 | 0.9666 | -0.0365 | 0.9666 | 0.9831 |
180
+ | No log | 3.8507 | 258 | 0.8609 | -0.0300 | 0.8609 | 0.9278 |
181
+ | No log | 3.8806 | 260 | 0.8472 | 0.0688 | 0.8472 | 0.9204 |
182
+ | No log | 3.9104 | 262 | 0.8560 | 0.0347 | 0.8560 | 0.9252 |
183
+ | No log | 3.9403 | 264 | 0.8761 | -0.0307 | 0.8761 | 0.9360 |
184
+ | No log | 3.9701 | 266 | 0.8385 | 0.0081 | 0.8385 | 0.9157 |
185
+ | No log | 4.0 | 268 | 0.7852 | 0.0357 | 0.7852 | 0.8861 |
186
+ | No log | 4.0299 | 270 | 0.7639 | 0.1254 | 0.7639 | 0.8740 |
187
+ | No log | 4.0597 | 272 | 0.7474 | 0.0964 | 0.7474 | 0.8645 |
188
+ | No log | 4.0896 | 274 | 0.7358 | -0.0033 | 0.7358 | 0.8578 |
189
+ | No log | 4.1194 | 276 | 0.7794 | -0.0541 | 0.7794 | 0.8828 |
190
+ | No log | 4.1493 | 278 | 0.7492 | -0.0541 | 0.7492 | 0.8655 |
191
+ | No log | 4.1791 | 280 | 0.7449 | 0.0436 | 0.7449 | 0.8631 |
192
+ | No log | 4.2090 | 282 | 0.8484 | 0.1190 | 0.8484 | 0.9211 |
193
+ | No log | 4.2388 | 284 | 0.8290 | 0.1006 | 0.8290 | 0.9105 |
194
+ | No log | 4.2687 | 286 | 0.8630 | 0.0257 | 0.8630 | 0.9290 |
195
+ | No log | 4.2985 | 288 | 0.8726 | -0.0036 | 0.8726 | 0.9342 |
196
+ | No log | 4.3284 | 290 | 0.8852 | 0.0028 | 0.8852 | 0.9409 |
197
+ | No log | 4.3582 | 292 | 0.7839 | 0.0930 | 0.7839 | 0.8854 |
198
+ | No log | 4.3881 | 294 | 0.7930 | 0.1627 | 0.7930 | 0.8905 |
199
+ | No log | 4.4179 | 296 | 0.7766 | 0.1758 | 0.7766 | 0.8812 |
200
+ | No log | 4.4478 | 298 | 0.7795 | 0.0869 | 0.7795 | 0.8829 |
201
+ | No log | 4.4776 | 300 | 0.7728 | 0.0869 | 0.7728 | 0.8791 |
202
+ | No log | 4.5075 | 302 | 0.7602 | 0.1758 | 0.7602 | 0.8719 |
203
+ | No log | 4.5373 | 304 | 0.7935 | 0.0953 | 0.7935 | 0.8908 |
204
+ | No log | 4.5672 | 306 | 0.7574 | 0.1828 | 0.7574 | 0.8703 |
205
+ | No log | 4.5970 | 308 | 0.7885 | 0.0518 | 0.7885 | 0.8880 |
206
+ | No log | 4.6269 | 310 | 0.7822 | 0.0503 | 0.7822 | 0.8844 |
207
+ | No log | 4.6567 | 312 | 0.8205 | 0.0953 | 0.8205 | 0.9058 |
208
+ | No log | 4.6866 | 314 | 0.8641 | 0.0409 | 0.8641 | 0.9296 |
209
+ | No log | 4.7164 | 316 | 0.8031 | 0.1146 | 0.8031 | 0.8961 |
210
+ | No log | 4.7463 | 318 | 0.7718 | 0.0930 | 0.7718 | 0.8785 |
211
+ | No log | 4.7761 | 320 | 0.8043 | 0.1034 | 0.8043 | 0.8968 |
212
+ | No log | 4.8060 | 322 | 0.7663 | 0.0518 | 0.7663 | 0.8754 |
213
+ | No log | 4.8358 | 324 | 0.7467 | 0.1758 | 0.7467 | 0.8641 |
214
+ | No log | 4.8657 | 326 | 0.8344 | 0.0799 | 0.8344 | 0.9134 |
215
+ | No log | 4.8955 | 328 | 0.7883 | 0.1336 | 0.7883 | 0.8879 |
216
+ | No log | 4.9254 | 330 | 0.6850 | 0.1902 | 0.6850 | 0.8276 |
217
+ | No log | 4.9552 | 332 | 0.6965 | 0.0031 | 0.6965 | 0.8345 |
218
+ | No log | 4.9851 | 334 | 0.7137 | 0.0031 | 0.7137 | 0.8448 |
219
+ | No log | 5.0149 | 336 | 0.7652 | 0.1080 | 0.7652 | 0.8747 |
220
+ | No log | 5.0448 | 338 | 0.7640 | 0.1395 | 0.7640 | 0.8741 |
221
+ | No log | 5.0746 | 340 | 0.7697 | -0.0132 | 0.7697 | 0.8773 |
222
+ | No log | 5.1045 | 342 | 0.8087 | 0.1333 | 0.8087 | 0.8993 |
223
+ | No log | 5.1343 | 344 | 0.8115 | 0.1718 | 0.8115 | 0.9008 |
224
+ | No log | 5.1642 | 346 | 0.7874 | 0.0741 | 0.7874 | 0.8873 |
225
+ | No log | 5.1940 | 348 | 0.7922 | 0.0846 | 0.7922 | 0.8901 |
226
+ | No log | 5.2239 | 350 | 0.7930 | 0.0846 | 0.7930 | 0.8905 |
227
+ | No log | 5.2537 | 352 | 0.7971 | 0.0828 | 0.7971 | 0.8928 |
228
+ | No log | 5.2836 | 354 | 0.9034 | 0.0363 | 0.9034 | 0.9505 |
229
+ | No log | 5.3134 | 356 | 0.9827 | -0.0094 | 0.9827 | 0.9913 |
230
+ | No log | 5.3433 | 358 | 0.8794 | 0.0966 | 0.8794 | 0.9378 |
231
+ | No log | 5.3731 | 360 | 1.0174 | 0.0138 | 1.0174 | 1.0087 |
232
+ | No log | 5.4030 | 362 | 1.1230 | 0.0247 | 1.1230 | 1.0597 |
233
+ | No log | 5.4328 | 364 | 0.9541 | 0.0125 | 0.9541 | 0.9768 |
234
+ | No log | 5.4627 | 366 | 0.7595 | 0.1354 | 0.7595 | 0.8715 |
235
+ | No log | 5.4925 | 368 | 0.8315 | 0.0438 | 0.8315 | 0.9119 |
236
+ | No log | 5.5224 | 370 | 0.8776 | 0.0762 | 0.8776 | 0.9368 |
237
+ | No log | 5.5522 | 372 | 0.7809 | 0.1148 | 0.7809 | 0.8837 |
238
+ | No log | 5.5821 | 374 | 0.7273 | 0.1828 | 0.7273 | 0.8528 |
239
+ | No log | 5.6119 | 376 | 0.7418 | 0.1423 | 0.7418 | 0.8613 |
240
+ | No log | 5.6418 | 378 | 0.7969 | 0.0545 | 0.7969 | 0.8927 |
241
+ | No log | 5.6716 | 380 | 0.7999 | 0.0522 | 0.7999 | 0.8944 |
242
+ | No log | 5.7015 | 382 | 0.7580 | 0.0449 | 0.7580 | 0.8706 |
243
+ | No log | 5.7313 | 384 | 0.7406 | 0.0670 | 0.7406 | 0.8606 |
244
+ | No log | 5.7612 | 386 | 0.7428 | 0.0628 | 0.7428 | 0.8618 |
245
+ | No log | 5.7910 | 388 | 0.7220 | 0.1148 | 0.7220 | 0.8497 |
246
+ | No log | 5.8209 | 390 | 0.7225 | 0.1362 | 0.7225 | 0.8500 |
247
+ | No log | 5.8507 | 392 | 0.7502 | -0.0406 | 0.7502 | 0.8662 |
248
+ | No log | 5.8806 | 394 | 0.7448 | 0.0973 | 0.7448 | 0.8630 |
249
+ | No log | 5.9104 | 396 | 0.7555 | 0.1787 | 0.7555 | 0.8692 |
250
+ | No log | 5.9403 | 398 | 0.7732 | 0.1196 | 0.7732 | 0.8793 |
251
+ | No log | 5.9701 | 400 | 0.7766 | 0.1722 | 0.7766 | 0.8813 |
252
+ | No log | 6.0 | 402 | 0.7921 | 0.1379 | 0.7921 | 0.8900 |
253
+ | No log | 6.0299 | 404 | 0.7881 | 0.0983 | 0.7881 | 0.8878 |
254
+ | No log | 6.0597 | 406 | 0.7673 | 0.0970 | 0.7673 | 0.8759 |
255
+ | No log | 6.0896 | 408 | 0.7564 | 0.0970 | 0.7564 | 0.8697 |
256
+ | No log | 6.1194 | 410 | 0.7477 | 0.1423 | 0.7477 | 0.8647 |
257
+ | No log | 6.1493 | 412 | 0.7679 | 0.0525 | 0.7679 | 0.8763 |
258
+ | No log | 6.1791 | 414 | 0.8297 | 0.0525 | 0.8297 | 0.9109 |
259
+ | No log | 6.2090 | 416 | 0.8097 | 0.0525 | 0.8097 | 0.8998 |
260
+ | No log | 6.2388 | 418 | 0.7403 | 0.1828 | 0.7403 | 0.8604 |
261
+ | No log | 6.2687 | 420 | 0.7903 | 0.0085 | 0.7903 | 0.8890 |
262
+ | No log | 6.2985 | 422 | 0.7993 | 0.0532 | 0.7993 | 0.8940 |
263
+ | No log | 6.3284 | 424 | 0.7735 | 0.1722 | 0.7735 | 0.8795 |
264
+ | No log | 6.3582 | 426 | 0.7877 | 0.1199 | 0.7877 | 0.8875 |
265
+ | No log | 6.3881 | 428 | 0.7877 | 0.1722 | 0.7877 | 0.8875 |
266
+ | No log | 6.4179 | 430 | 0.8030 | 0.1304 | 0.8030 | 0.8961 |
267
+ | No log | 6.4478 | 432 | 0.8356 | 0.1249 | 0.8356 | 0.9141 |
268
+ | No log | 6.4776 | 434 | 0.8711 | 0.1047 | 0.8711 | 0.9333 |
269
+ | No log | 6.5075 | 436 | 0.8504 | 0.1734 | 0.8504 | 0.9222 |
270
+ | No log | 6.5373 | 438 | 0.8424 | 0.0514 | 0.8424 | 0.9178 |
271
+ | No log | 6.5672 | 440 | 0.7834 | 0.0879 | 0.7834 | 0.8851 |
272
+ | No log | 6.5970 | 442 | 0.7326 | 0.1311 | 0.7326 | 0.8559 |
273
+ | No log | 6.6269 | 444 | 0.7362 | 0.1318 | 0.7362 | 0.8580 |
274
+ | No log | 6.6567 | 446 | 0.7801 | 0.0913 | 0.7801 | 0.8832 |
275
+ | No log | 6.6866 | 448 | 0.7810 | 0.0538 | 0.7810 | 0.8838 |
276
+ | No log | 6.7164 | 450 | 0.7747 | 0.1644 | 0.7747 | 0.8801 |
277
+ | No log | 6.7463 | 452 | 0.7932 | 0.1347 | 0.7932 | 0.8906 |
278
+ | No log | 6.7761 | 454 | 0.7994 | 0.1840 | 0.7994 | 0.8941 |
279
+ | No log | 6.8060 | 456 | 0.8251 | 0.0123 | 0.8251 | 0.9084 |
280
+ | No log | 6.8358 | 458 | 0.7916 | 0.1292 | 0.7916 | 0.8897 |
281
+ | No log | 6.8657 | 460 | 0.7771 | 0.1311 | 0.7771 | 0.8815 |
282
+ | No log | 6.8955 | 462 | 0.7824 | 0.1096 | 0.7824 | 0.8845 |
283
+ | No log | 6.9254 | 464 | 0.7711 | 0.1612 | 0.7711 | 0.8782 |
284
+ | No log | 6.9552 | 466 | 0.7379 | 0.1379 | 0.7379 | 0.8590 |
285
+ | No log | 6.9851 | 468 | 0.7580 | 0.0922 | 0.7580 | 0.8706 |
286
+ | No log | 7.0149 | 470 | 0.7794 | 0.0449 | 0.7794 | 0.8828 |
287
+ | No log | 7.0448 | 472 | 0.7590 | 0.1362 | 0.7590 | 0.8712 |
288
+ | No log | 7.0746 | 474 | 0.7997 | 0.1096 | 0.7997 | 0.8943 |
289
+ | No log | 7.1045 | 476 | 0.8579 | 0.0917 | 0.8579 | 0.9262 |
290
+ | No log | 7.1343 | 478 | 0.8625 | 0.0917 | 0.8625 | 0.9287 |
291
+ | No log | 7.1642 | 480 | 0.8101 | 0.1259 | 0.8101 | 0.9001 |
292
+ | No log | 7.1940 | 482 | 0.7910 | 0.1304 | 0.7910 | 0.8894 |
293
+ | No log | 7.2239 | 484 | 0.8071 | 0.0376 | 0.8071 | 0.8984 |
294
+ | No log | 7.2537 | 486 | 0.8294 | 0.1006 | 0.8294 | 0.9107 |
295
+ | No log | 7.2836 | 488 | 0.8703 | 0.1633 | 0.8703 | 0.9329 |
296
+ | No log | 7.3134 | 490 | 0.8516 | 0.1281 | 0.8516 | 0.9228 |
297
+ | No log | 7.3433 | 492 | 0.7960 | 0.1841 | 0.7960 | 0.8922 |
298
+ | No log | 7.3731 | 494 | 0.7757 | 0.0828 | 0.7757 | 0.8807 |
299
+ | No log | 7.4030 | 496 | 0.7924 | 0.0027 | 0.7924 | 0.8902 |
300
+ | No log | 7.4328 | 498 | 0.8601 | 0.1393 | 0.8601 | 0.9274 |
301
+ | 0.3071 | 7.4627 | 500 | 0.8396 | 0.0 | 0.8396 | 0.9163 |
302
+ | 0.3071 | 7.4925 | 502 | 0.8358 | 0.1094 | 0.8358 | 0.9142 |
303
+ | 0.3071 | 7.5224 | 504 | 0.8639 | 0.1329 | 0.8639 | 0.9295 |
304
+ | 0.3071 | 7.5522 | 506 | 0.8142 | 0.1047 | 0.8142 | 0.9023 |
305
+ | 0.3071 | 7.5821 | 508 | 0.7821 | 0.0393 | 0.7821 | 0.8844 |
306
+ | 0.3071 | 7.6119 | 510 | 0.7897 | -0.0026 | 0.7897 | 0.8886 |
307
+ | 0.3071 | 7.6418 | 512 | 0.7791 | -0.0026 | 0.7791 | 0.8826 |
308
+ | 0.3071 | 7.6716 | 514 | 0.7603 | 0.0828 | 0.7603 | 0.8720 |
309
+ | 0.3071 | 7.7015 | 516 | 0.7858 | 0.2180 | 0.7858 | 0.8865 |
310
+ | 0.3071 | 7.7313 | 518 | 0.7875 | 0.1740 | 0.7875 | 0.8874 |
311
+ | 0.3071 | 7.7612 | 520 | 0.7875 | 0.0376 | 0.7875 | 0.8874 |
312
+ | 0.3071 | 7.7910 | 522 | 0.8708 | 0.0522 | 0.8708 | 0.9331 |
313
+ | 0.3071 | 7.8209 | 524 | 0.9704 | -0.0781 | 0.9704 | 0.9851 |
314
+ | 0.3071 | 7.8507 | 526 | 0.8948 | -0.0228 | 0.8948 | 0.9459 |
315
+ | 0.3071 | 7.8806 | 528 | 0.8173 | 0.0376 | 0.8173 | 0.9041 |
316
+ | 0.3071 | 7.9104 | 530 | 0.8196 | 0.1249 | 0.8196 | 0.9053 |
317
+ | 0.3071 | 7.9403 | 532 | 0.7987 | 0.1740 | 0.7987 | 0.8937 |
318
+ | 0.3071 | 7.9701 | 534 | 0.7788 | 0.1311 | 0.7788 | 0.8825 |
319
+ | 0.3071 | 8.0 | 536 | 0.7667 | 0.0821 | 0.7667 | 0.8756 |
320
+ | 0.3071 | 8.0299 | 538 | 0.7807 | 0.0449 | 0.7807 | 0.8836 |
321
+ | 0.3071 | 8.0597 | 540 | 0.7960 | 0.0449 | 0.7960 | 0.8922 |
322
+ | 0.3071 | 8.0896 | 542 | 0.8149 | 0.0495 | 0.8149 | 0.9027 |
323
+ | 0.3071 | 8.1194 | 544 | 0.8388 | 0.0123 | 0.8388 | 0.9159 |
324
+ | 0.3071 | 8.1493 | 546 | 0.8013 | 0.0495 | 0.8013 | 0.8952 |
325
+ | 0.3071 | 8.1791 | 548 | 0.7576 | 0.0432 | 0.7576 | 0.8704 |
326
+ | 0.3071 | 8.2090 | 550 | 0.7341 | 0.1433 | 0.7341 | 0.8568 |
327
+ | 0.3071 | 8.2388 | 552 | 0.7241 | 0.1902 | 0.7241 | 0.8509 |
328
+ | 0.3071 | 8.2687 | 554 | 0.7640 | 0.1047 | 0.7640 | 0.8741 |
329
+ | 0.3071 | 8.2985 | 556 | 0.7940 | 0.1449 | 0.7940 | 0.8911 |
330
+ | 0.3071 | 8.3284 | 558 | 0.7425 | 0.1148 | 0.7425 | 0.8617 |
331
+ | 0.3071 | 8.3582 | 560 | 0.7341 | 0.0869 | 0.7341 | 0.8568 |
332
+ | 0.3071 | 8.3881 | 562 | 0.7482 | 0.0432 | 0.7482 | 0.8650 |
333
+ | 0.3071 | 8.4179 | 564 | 0.7221 | 0.1318 | 0.7221 | 0.8497 |
334
+ | 0.3071 | 8.4478 | 566 | 0.7346 | 0.1691 | 0.7346 | 0.8571 |
335
+ | 0.3071 | 8.4776 | 568 | 0.7301 | 0.1691 | 0.7301 | 0.8545 |
336
+ | 0.3071 | 8.5075 | 570 | 0.7256 | 0.1691 | 0.7256 | 0.8518 |
337
+ | 0.3071 | 8.5373 | 572 | 0.7271 | 0.1758 | 0.7271 | 0.8527 |
338
+ | 0.3071 | 8.5672 | 574 | 0.7294 | 0.1691 | 0.7294 | 0.8541 |
339
+ | 0.3071 | 8.5970 | 576 | 0.7280 | 0.1691 | 0.7280 | 0.8532 |
340
+ | 0.3071 | 8.6269 | 578 | 0.7506 | 0.0460 | 0.7506 | 0.8664 |
341
+ | 0.3071 | 8.6567 | 580 | 0.7802 | -0.0280 | 0.7802 | 0.8833 |
342
+ | 0.3071 | 8.6866 | 582 | 0.7360 | 0.0791 | 0.7360 | 0.8579 |
343
+ | 0.3071 | 8.7164 | 584 | 0.7503 | 0.2078 | 0.7503 | 0.8662 |
344
+ | 0.3071 | 8.7463 | 586 | 0.7953 | 0.1440 | 0.7953 | 0.8918 |
345
+ | 0.3071 | 8.7761 | 588 | 0.7747 | 0.2078 | 0.7747 | 0.8802 |
346
+ | 0.3071 | 8.8060 | 590 | 0.7759 | 0.0376 | 0.7759 | 0.8809 |
347
+ | 0.3071 | 8.8358 | 592 | 0.8251 | 0.1218 | 0.8251 | 0.9083 |
348
+ | 0.3071 | 8.8657 | 594 | 0.8031 | 0.1221 | 0.8031 | 0.8962 |
349
+ | 0.3071 | 8.8955 | 596 | 0.7961 | 0.0810 | 0.7961 | 0.8922 |
350
+ | 0.3071 | 8.9254 | 598 | 0.7790 | 0.0791 | 0.7790 | 0.8826 |
351
+ | 0.3071 | 8.9552 | 600 | 0.7683 | 0.1722 | 0.7683 | 0.8765 |
352
+ | 0.3071 | 8.9851 | 602 | 0.7550 | 0.1722 | 0.7550 | 0.8689 |
353
+ | 0.3071 | 9.0149 | 604 | 0.7655 | 0.0410 | 0.7655 | 0.8750 |
354
+ | 0.3071 | 9.0448 | 606 | 0.7780 | 0.0902 | 0.7780 | 0.8821 |
355
+ | 0.3071 | 9.0746 | 608 | 0.7763 | 0.0606 | 0.7763 | 0.8811 |
356
+ | 0.3071 | 9.1045 | 610 | 0.7296 | 0.0970 | 0.7296 | 0.8541 |
357
+ | 0.3071 | 9.1343 | 612 | 0.7022 | 0.1807 | 0.7022 | 0.8380 |
358
+ | 0.3071 | 9.1642 | 614 | 0.7027 | 0.1807 | 0.7027 | 0.8383 |
359
+ | 0.3071 | 9.1940 | 616 | 0.7013 | 0.1807 | 0.7013 | 0.8374 |
360
+ | 0.3071 | 9.2239 | 618 | 0.6959 | 0.1902 | 0.6959 | 0.8342 |
361
+ | 0.3071 | 9.2537 | 620 | 0.7039 | 0.1828 | 0.7039 | 0.8390 |
362
+ | 0.3071 | 9.2836 | 622 | 0.7049 | 0.1433 | 0.7049 | 0.8396 |
363
+ | 0.3071 | 9.3134 | 624 | 0.7128 | 0.1423 | 0.7128 | 0.8443 |
364
+ | 0.3071 | 9.3433 | 626 | 0.7135 | 0.1433 | 0.7135 | 0.8447 |
365
+ | 0.3071 | 9.3731 | 628 | 0.7150 | 0.1433 | 0.7150 | 0.8456 |
366
+ | 0.3071 | 9.4030 | 630 | 0.7031 | 0.1433 | 0.7031 | 0.8385 |
367
+ | 0.3071 | 9.4328 | 632 | 0.7049 | 0.2225 | 0.7049 | 0.8396 |
368
+ | 0.3071 | 9.4627 | 634 | 0.6990 | 0.1878 | 0.6990 | 0.8361 |
369
+ | 0.3071 | 9.4925 | 636 | 0.7412 | 0.0503 | 0.7412 | 0.8609 |
370
+ | 0.3071 | 9.5224 | 638 | 0.7728 | 0.0522 | 0.7728 | 0.8791 |
371
+ | 0.3071 | 9.5522 | 640 | 0.7566 | 0.2122 | 0.7566 | 0.8698 |
372
+ | 0.3071 | 9.5821 | 642 | 0.7780 | 0.2180 | 0.7780 | 0.8820 |
373
+ | 0.3071 | 9.6119 | 644 | 0.7668 | 0.2180 | 0.7668 | 0.8756 |
374
+ | 0.3071 | 9.6418 | 646 | 0.7476 | 0.0828 | 0.7476 | 0.8647 |
375
+ | 0.3071 | 9.6716 | 648 | 0.7735 | 0.0474 | 0.7735 | 0.8795 |
376
+ | 0.3071 | 9.7015 | 650 | 0.7478 | 0.0 | 0.7478 | 0.8647 |
377
+ | 0.3071 | 9.7313 | 652 | 0.7394 | 0.0376 | 0.7394 | 0.8599 |
378
+ | 0.3071 | 9.7612 | 654 | 0.7072 | 0.1318 | 0.7072 | 0.8409 |
379
+ | 0.3071 | 9.7910 | 656 | 0.7199 | 0.1758 | 0.7199 | 0.8485 |
380
+ | 0.3071 | 9.8209 | 658 | 0.7414 | 0.2180 | 0.7414 | 0.8610 |
381
+ | 0.3071 | 9.8507 | 660 | 0.7258 | 0.1758 | 0.7258 | 0.8519 |
382
+ | 0.3071 | 9.8806 | 662 | 0.7373 | 0.0821 | 0.7373 | 0.8587 |
383
+ | 0.3071 | 9.9104 | 664 | 0.8249 | 0.1304 | 0.8249 | 0.9082 |
384
+ | 0.3071 | 9.9403 | 666 | 0.9564 | 0.0342 | 0.9564 | 0.9779 |
385
+ | 0.3071 | 9.9701 | 668 | 0.9436 | -0.0013 | 0.9436 | 0.9714 |
386
+ | 0.3071 | 10.0 | 670 | 0.8501 | 0.0579 | 0.8501 | 0.9220 |
387
+ | 0.3071 | 10.0299 | 672 | 0.7675 | 0.0359 | 0.7675 | 0.8761 |
388
+ | 0.3071 | 10.0597 | 674 | 0.7444 | 0.1758 | 0.7444 | 0.8628 |
389
+ | 0.3071 | 10.0896 | 676 | 0.7197 | 0.1758 | 0.7197 | 0.8484 |
390
+ | 0.3071 | 10.1194 | 678 | 0.7253 | 0.1311 | 0.7253 | 0.8516 |
391
+ | 0.3071 | 10.1493 | 680 | 0.7312 | 0.0821 | 0.7312 | 0.8551 |
392
+ | 0.3071 | 10.1791 | 682 | 0.7226 | 0.2150 | 0.7226 | 0.8500 |
393
+ | 0.3071 | 10.2090 | 684 | 0.7324 | 0.0821 | 0.7324 | 0.8558 |
394
+ | 0.3071 | 10.2388 | 686 | 0.7771 | -0.0026 | 0.7771 | 0.8816 |
395
+ | 0.3071 | 10.2687 | 688 | 0.8207 | -0.0288 | 0.8207 | 0.9060 |
396
+ | 0.3071 | 10.2985 | 690 | 0.7755 | 0.0764 | 0.7755 | 0.8806 |
397
+ | 0.3071 | 10.3284 | 692 | 0.7630 | 0.1189 | 0.7630 | 0.8735 |
398
+ | 0.3071 | 10.3582 | 694 | 0.7981 | -0.0806 | 0.7981 | 0.8934 |
399
+ | 0.3071 | 10.3881 | 696 | 0.9027 | 0.0248 | 0.9027 | 0.9501 |
400
+ | 0.3071 | 10.4179 | 698 | 0.9420 | -0.0085 | 0.9420 | 0.9706 |
401
+ | 0.3071 | 10.4478 | 700 | 0.8544 | -0.0717 | 0.8544 | 0.9244 |
402
+ | 0.3071 | 10.4776 | 702 | 0.7374 | 0.0395 | 0.7374 | 0.8587 |
403
+ | 0.3071 | 10.5075 | 704 | 0.6993 | 0.1318 | 0.6993 | 0.8363 |
404
+ | 0.3071 | 10.5373 | 706 | 0.7361 | 0.1921 | 0.7361 | 0.8580 |
405
+ | 0.3071 | 10.5672 | 708 | 0.7384 | 0.1612 | 0.7384 | 0.8593 |
406
+ | 0.3071 | 10.5970 | 710 | 0.7319 | 0.1758 | 0.7319 | 0.8555 |
407
+ | 0.3071 | 10.6269 | 712 | 0.7286 | 0.1318 | 0.7286 | 0.8536 |
408
+ | 0.3071 | 10.6567 | 714 | 0.7437 | 0.0814 | 0.7437 | 0.8624 |
409
+ | 0.3071 | 10.6866 | 716 | 0.7741 | 0.0821 | 0.7741 | 0.8798 |
410
+ | 0.3071 | 10.7164 | 718 | 0.7966 | 0.0821 | 0.7966 | 0.8925 |
411
+ | 0.3071 | 10.7463 | 720 | 0.8020 | 0.2150 | 0.8020 | 0.8956 |
412
+ | 0.3071 | 10.7761 | 722 | 0.8083 | 0.1986 | 0.8083 | 0.8990 |
413
+ | 0.3071 | 10.8060 | 724 | 0.8169 | 0.1986 | 0.8169 | 0.9038 |
414
+ | 0.3071 | 10.8358 | 726 | 0.8138 | 0.1986 | 0.8138 | 0.9021 |
415
+ | 0.3071 | 10.8657 | 728 | 0.8045 | 0.1986 | 0.8045 | 0.8969 |
416
+ | 0.3071 | 10.8955 | 730 | 0.7937 | 0.0821 | 0.7937 | 0.8909 |
417
+ | 0.3071 | 10.9254 | 732 | 0.8069 | 0.0828 | 0.8069 | 0.8983 |
418
+ | 0.3071 | 10.9552 | 734 | 0.8275 | 0.0393 | 0.8275 | 0.9096 |
419
+ | 0.3071 | 10.9851 | 736 | 0.8482 | 0.0376 | 0.8482 | 0.9210 |
420
+ | 0.3071 | 11.0149 | 738 | 0.8442 | -0.0026 | 0.8442 | 0.9188 |
421
+ | 0.3071 | 11.0448 | 740 | 0.8647 | -0.0806 | 0.8647 | 0.9299 |
422
+ | 0.3071 | 11.0746 | 742 | 0.8227 | -0.0026 | 0.8227 | 0.9070 |
423
+ | 0.3071 | 11.1045 | 744 | 0.7719 | 0.0821 | 0.7719 | 0.8786 |
424
+ | 0.3071 | 11.1343 | 746 | 0.7525 | 0.1318 | 0.7525 | 0.8674 |
425
+ | 0.3071 | 11.1642 | 748 | 0.7299 | 0.1318 | 0.7299 | 0.8543 |
426
+ | 0.3071 | 11.1940 | 750 | 0.7260 | 0.1318 | 0.7260 | 0.8520 |
427
+ | 0.3071 | 11.2239 | 752 | 0.7360 | 0.0874 | 0.7360 | 0.8579 |
428
+ | 0.3071 | 11.2537 | 754 | 0.7378 | 0.1304 | 0.7378 | 0.8589 |
429
+ | 0.3071 | 11.2836 | 756 | 0.7532 | 0.1318 | 0.7532 | 0.8678 |
430
+ | 0.3071 | 11.3134 | 758 | 0.8169 | 0.1047 | 0.8169 | 0.9038 |
431
+ | 0.3071 | 11.3433 | 760 | 0.8288 | 0.1440 | 0.8288 | 0.9104 |
432
+ | 0.3071 | 11.3731 | 762 | 0.7665 | 0.1311 | 0.7665 | 0.8755 |
433
+ | 0.3071 | 11.4030 | 764 | 0.7594 | 0.0376 | 0.7594 | 0.8714 |
434
+ | 0.3071 | 11.4328 | 766 | 0.7401 | 0.0828 | 0.7401 | 0.8603 |
435
+ | 0.3071 | 11.4627 | 768 | 0.7361 | 0.0869 | 0.7361 | 0.8580 |
436
+ | 0.3071 | 11.4925 | 770 | 0.7289 | 0.0814 | 0.7289 | 0.8538 |
437
+ | 0.3071 | 11.5224 | 772 | 0.7345 | 0.1318 | 0.7345 | 0.8570 |
438
+ | 0.3071 | 11.5522 | 774 | 0.7808 | 0.1627 | 0.7808 | 0.8836 |
439
+ | 0.3071 | 11.5821 | 776 | 0.7987 | 0.1627 | 0.7987 | 0.8937 |
440
+ | 0.3071 | 11.6119 | 778 | 0.8077 | 0.0700 | 0.8077 | 0.8987 |
441
+ | 0.3071 | 11.6418 | 780 | 0.8174 | 0.0700 | 0.8174 | 0.9041 |
442
+ | 0.3071 | 11.6716 | 782 | 0.8470 | 0.1095 | 0.8470 | 0.9203 |
443
+ | 0.3071 | 11.7015 | 784 | 0.8547 | 0.1095 | 0.8547 | 0.9245 |
444
+ | 0.3071 | 11.7313 | 786 | 0.8371 | 0.0670 | 0.8371 | 0.9150 |
445
+ | 0.3071 | 11.7612 | 788 | 0.8198 | 0.0295 | 0.8198 | 0.9055 |
446
+ | 0.3071 | 11.7910 | 790 | 0.8230 | 0.0441 | 0.8230 | 0.9072 |
447
+ | 0.3071 | 11.8209 | 792 | 0.8287 | 0.0051 | 0.8287 | 0.9103 |
448
+ | 0.3071 | 11.8507 | 794 | 0.7824 | 0.0376 | 0.7824 | 0.8845 |
449
+ | 0.3071 | 11.8806 | 796 | 0.7762 | 0.1612 | 0.7762 | 0.8810 |
450
+ | 0.3071 | 11.9104 | 798 | 0.8193 | 0.0549 | 0.8193 | 0.9051 |
451
+ | 0.3071 | 11.9403 | 800 | 0.8049 | 0.1047 | 0.8049 | 0.8971 |
452
+ | 0.3071 | 11.9701 | 802 | 0.7611 | 0.2180 | 0.7611 | 0.8724 |
453
+ | 0.3071 | 12.0 | 804 | 0.7725 | -0.0026 | 0.7725 | 0.8789 |
454
+ | 0.3071 | 12.0299 | 806 | 0.8278 | 0.0172 | 0.8278 | 0.9098 |
455
+ | 0.3071 | 12.0597 | 808 | 0.8562 | 0.0592 | 0.8562 | 0.9253 |
456
+ | 0.3071 | 12.0896 | 810 | 0.8118 | 0.0081 | 0.8118 | 0.9010 |
457
+ | 0.3071 | 12.1194 | 812 | 0.7868 | -0.0446 | 0.7868 | 0.8870 |
458
+ | 0.3071 | 12.1493 | 814 | 0.7319 | 0.1371 | 0.7319 | 0.8555 |
459
+ | 0.3071 | 12.1791 | 816 | 0.7457 | 0.2180 | 0.7457 | 0.8636 |
460
+ | 0.3071 | 12.2090 | 818 | 0.8081 | 0.0999 | 0.8081 | 0.8990 |
461
+ | 0.3071 | 12.2388 | 820 | 0.7947 | 0.1047 | 0.7947 | 0.8915 |
462
+ | 0.3071 | 12.2687 | 822 | 0.7443 | 0.2180 | 0.7443 | 0.8627 |
463
+ | 0.3071 | 12.2985 | 824 | 0.7500 | 0.1244 | 0.7500 | 0.8660 |
464
+ | 0.3071 | 12.3284 | 826 | 0.7596 | 0.0 | 0.7596 | 0.8716 |
465
+ | 0.3071 | 12.3582 | 828 | 0.7526 | -0.0488 | 0.7526 | 0.8675 |
466
+ | 0.3071 | 12.3881 | 830 | 0.7484 | -0.0488 | 0.7484 | 0.8651 |
467
+ | 0.3071 | 12.4179 | 832 | 0.7248 | 0.1444 | 0.7248 | 0.8513 |
468
+ | 0.3071 | 12.4478 | 834 | 0.7091 | 0.1902 | 0.7091 | 0.8421 |
469
+ | 0.3071 | 12.4776 | 836 | 0.7155 | 0.1902 | 0.7155 | 0.8459 |
470
+ | 0.3071 | 12.5075 | 838 | 0.7296 | 0.0914 | 0.7296 | 0.8542 |
471
+ | 0.3071 | 12.5373 | 840 | 0.7302 | 0.1902 | 0.7302 | 0.8545 |
472
+ | 0.3071 | 12.5672 | 842 | 0.7443 | 0.1807 | 0.7443 | 0.8627 |
473
+ | 0.3071 | 12.5970 | 844 | 0.7557 | 0.1769 | 0.7557 | 0.8693 |
474
+ | 0.3071 | 12.6269 | 846 | 0.7747 | 0.0840 | 0.7747 | 0.8802 |
475
+ | 0.3071 | 12.6567 | 848 | 0.7799 | 0.0840 | 0.7799 | 0.8831 |
476
+ | 0.3071 | 12.6866 | 850 | 0.7805 | 0.1143 | 0.7805 | 0.8834 |
477
+ | 0.3071 | 12.7164 | 852 | 0.7781 | 0.1506 | 0.7781 | 0.8821 |
478
+ | 0.3071 | 12.7463 | 854 | 0.7611 | 0.1506 | 0.7611 | 0.8724 |
479
+ | 0.3071 | 12.7761 | 856 | 0.7348 | 0.2180 | 0.7348 | 0.8572 |
480
+ | 0.3071 | 12.8060 | 858 | 0.7251 | 0.2180 | 0.7251 | 0.8515 |
481
+ | 0.3071 | 12.8358 | 860 | 0.7297 | 0.1311 | 0.7297 | 0.8542 |
482
+ | 0.3071 | 12.8657 | 862 | 0.7826 | 0.0 | 0.7826 | 0.8846 |
483
+ | 0.3071 | 12.8955 | 864 | 0.8449 | -0.0257 | 0.8449 | 0.9192 |
484
+ | 0.3071 | 12.9254 | 866 | 0.8228 | -0.0026 | 0.8228 | 0.9071 |
485
+ | 0.3071 | 12.9552 | 868 | 0.8170 | 0.1143 | 0.8170 | 0.9039 |
486
+ | 0.3071 | 12.9851 | 870 | 0.8303 | 0.1943 | 0.8303 | 0.9112 |
487
+ | 0.3071 | 13.0149 | 872 | 0.8059 | 0.1943 | 0.8059 | 0.8977 |
488
+ | 0.3071 | 13.0448 | 874 | 0.7539 | 0.1675 | 0.7539 | 0.8683 |
489
+ | 0.3071 | 13.0746 | 876 | 0.7444 | 0.0863 | 0.7444 | 0.8628 |
490
+ | 0.3071 | 13.1045 | 878 | 0.7571 | -0.0030 | 0.7571 | 0.8701 |
491
+ | 0.3071 | 13.1343 | 880 | 0.7459 | 0.0454 | 0.7459 | 0.8636 |
492
+ | 0.3071 | 13.1642 | 882 | 0.7422 | 0.2180 | 0.7422 | 0.8615 |
493
+ | 0.3071 | 13.1940 | 884 | 0.7709 | 0.1627 | 0.7709 | 0.8780 |
494
+ | 0.3071 | 13.2239 | 886 | 0.7554 | 0.2180 | 0.7554 | 0.8692 |
495
+ | 0.3071 | 13.2537 | 888 | 0.7506 | 0.0814 | 0.7506 | 0.8664 |
496
+ | 0.3071 | 13.2836 | 890 | 0.7879 | -0.0488 | 0.7879 | 0.8876 |
497
+ | 0.3071 | 13.3134 | 892 | 0.7915 | -0.0488 | 0.7915 | 0.8897 |
498
+ | 0.3071 | 13.3433 | 894 | 0.7597 | 0.1196 | 0.7597 | 0.8716 |
499
+ | 0.3071 | 13.3731 | 896 | 0.7738 | 0.1627 | 0.7738 | 0.8797 |
500
+ | 0.3071 | 13.4030 | 898 | 0.7582 | 0.1627 | 0.7582 | 0.8708 |
501
+ | 0.3071 | 13.4328 | 900 | 0.7360 | 0.2180 | 0.7360 | 0.8579 |
502
+ | 0.3071 | 13.4627 | 902 | 0.7347 | 0.2258 | 0.7347 | 0.8571 |
503
+ | 0.3071 | 13.4925 | 904 | 0.7267 | 0.1902 | 0.7267 | 0.8525 |
504
+ | 0.3071 | 13.5224 | 906 | 0.7872 | -0.0488 | 0.7872 | 0.8873 |
505
+ | 0.3071 | 13.5522 | 908 | 0.8088 | -0.0407 | 0.8088 | 0.8993 |
506
+ | 0.3071 | 13.5821 | 910 | 0.7859 | -0.0446 | 0.7859 | 0.8865 |
507
+ | 0.3071 | 13.6119 | 912 | 0.7414 | 0.0414 | 0.7414 | 0.8610 |
508
+ | 0.3071 | 13.6418 | 914 | 0.7167 | 0.1828 | 0.7167 | 0.8466 |
509
+ | 0.3071 | 13.6716 | 916 | 0.7654 | 0.1627 | 0.7654 | 0.8749 |
510
+ | 0.3071 | 13.7015 | 918 | 0.7824 | 0.0956 | 0.7824 | 0.8846 |
511
+ | 0.3071 | 13.7313 | 920 | 0.7516 | 0.1627 | 0.7516 | 0.8669 |
512
+ | 0.3071 | 13.7612 | 922 | 0.7549 | 0.1304 | 0.7549 | 0.8688 |
513
+ | 0.3071 | 13.7910 | 924 | 0.8077 | 0.0944 | 0.8077 | 0.8987 |
514
+ | 0.3071 | 13.8209 | 926 | 0.8809 | 0.0592 | 0.8809 | 0.9386 |
515
+ | 0.3071 | 13.8507 | 928 | 0.8778 | 0.0952 | 0.8778 | 0.9369 |
516
+ | 0.3071 | 13.8806 | 930 | 0.8391 | 0.1310 | 0.8391 | 0.9160 |
517
+ | 0.3071 | 13.9104 | 932 | 0.8233 | 0.0495 | 0.8233 | 0.9073 |
518
+ | 0.3071 | 13.9403 | 934 | 0.7968 | 0.0889 | 0.7968 | 0.8926 |
519
+ | 0.3071 | 13.9701 | 936 | 0.7730 | 0.0798 | 0.7730 | 0.8792 |
520
+ | 0.3071 | 14.0 | 938 | 0.7654 | 0.1627 | 0.7654 | 0.8749 |
521
+ | 0.3071 | 14.0299 | 940 | 0.7658 | 0.1565 | 0.7658 | 0.8751 |
522
+ | 0.3071 | 14.0597 | 942 | 0.7440 | 0.2180 | 0.7440 | 0.8626 |
523
+ | 0.3071 | 14.0896 | 944 | 0.7346 | 0.0922 | 0.7346 | 0.8571 |
524
+ | 0.3071 | 14.1194 | 946 | 0.7550 | 0.0930 | 0.7550 | 0.8689 |
525
+ | 0.3071 | 14.1493 | 948 | 0.7732 | 0.0495 | 0.7732 | 0.8793 |
526
+ | 0.3071 | 14.1791 | 950 | 0.7610 | 0.2096 | 0.7610 | 0.8723 |
527
+ | 0.3071 | 14.2090 | 952 | 0.7998 | 0.1553 | 0.7998 | 0.8943 |
528
+ | 0.3071 | 14.2388 | 954 | 0.8740 | 0.0512 | 0.8740 | 0.9349 |
529
+ | 0.3071 | 14.2687 | 956 | 0.8662 | 0.0512 | 0.8662 | 0.9307 |
530
+ | 0.3071 | 14.2985 | 958 | 0.8618 | 0.0512 | 0.8618 | 0.9283 |
531
+ | 0.3071 | 14.3284 | 960 | 0.8112 | 0.1047 | 0.8112 | 0.9007 |
532
+ | 0.3071 | 14.3582 | 962 | 0.7862 | 0.1047 | 0.7862 | 0.8867 |
533
+ | 0.3071 | 14.3881 | 964 | 0.7575 | 0.1758 | 0.7575 | 0.8703 |
534
+ | 0.3071 | 14.4179 | 966 | 0.7402 | 0.1318 | 0.7402 | 0.8604 |
535
+ | 0.3071 | 14.4478 | 968 | 0.7297 | 0.1318 | 0.7297 | 0.8542 |
536
+ | 0.3071 | 14.4776 | 970 | 0.7512 | 0.1148 | 0.7512 | 0.8667 |
537
+ | 0.3071 | 14.5075 | 972 | 0.8466 | 0.0867 | 0.8466 | 0.9201 |
538
+ | 0.3071 | 14.5373 | 974 | 0.9461 | 0.0642 | 0.9461 | 0.9727 |
539
+ | 0.3071 | 14.5672 | 976 | 0.8700 | 0.1243 | 0.8700 | 0.9328 |
540
+ | 0.3071 | 14.5970 | 978 | 0.7322 | 0.1202 | 0.7322 | 0.8557 |
541
+ | 0.3071 | 14.6269 | 980 | 0.7334 | 0.0863 | 0.7334 | 0.8564 |
542
+ | 0.3071 | 14.6567 | 982 | 0.7716 | 0.0449 | 0.7716 | 0.8784 |
543
+ | 0.3071 | 14.6866 | 984 | 0.7770 | 0.0444 | 0.7770 | 0.8815 |
544
+ | 0.3071 | 14.7164 | 986 | 0.7555 | 0.1740 | 0.7555 | 0.8692 |
545
+ | 0.3071 | 14.7463 | 988 | 0.7885 | 0.1565 | 0.7885 | 0.8880 |
546
+ | 0.3071 | 14.7761 | 990 | 0.8119 | 0.0953 | 0.8119 | 0.9010 |
547
+ | 0.3071 | 14.8060 | 992 | 0.7675 | 0.1565 | 0.7675 | 0.8761 |
548
+ | 0.3071 | 14.8358 | 994 | 0.7370 | 0.1758 | 0.7370 | 0.8585 |
549
+ | 0.3071 | 14.8657 | 996 | 0.7425 | 0.1311 | 0.7425 | 0.8617 |
550
+ | 0.3071 | 14.8955 | 998 | 0.7529 | 0.0376 | 0.7529 | 0.8677 |
551
+ | 0.0627 | 14.9254 | 1000 | 0.7435 | 0.0821 | 0.7435 | 0.8623 |
552
+ | 0.0627 | 14.9552 | 1002 | 0.7371 | 0.1318 | 0.7371 | 0.8586 |
553
+ | 0.0627 | 14.9851 | 1004 | 0.7390 | 0.1758 | 0.7390 | 0.8597 |
554
+ | 0.0627 | 15.0149 | 1006 | 0.7426 | 0.1758 | 0.7426 | 0.8617 |
555
+ | 0.0627 | 15.0448 | 1008 | 0.7246 | 0.1318 | 0.7246 | 0.8512 |
556
+ | 0.0627 | 15.0746 | 1010 | 0.7211 | 0.1758 | 0.7211 | 0.8492 |
557
+ | 0.0627 | 15.1045 | 1012 | 0.7020 | 0.1318 | 0.7020 | 0.8378 |
558
+ | 0.0627 | 15.1343 | 1014 | 0.6923 | 0.1318 | 0.6923 | 0.8321 |
559
+ | 0.0627 | 15.1642 | 1016 | 0.6826 | 0.0964 | 0.6826 | 0.8262 |
560
+ | 0.0627 | 15.1940 | 1018 | 0.6817 | 0.0964 | 0.6817 | 0.8257 |
561
+ | 0.0627 | 15.2239 | 1020 | 0.6850 | 0.0964 | 0.6850 | 0.8277 |
562
+ | 0.0627 | 15.2537 | 1022 | 0.7113 | 0.2258 | 0.7113 | 0.8434 |
563
+ | 0.0627 | 15.2836 | 1024 | 0.7513 | 0.2105 | 0.7513 | 0.8668 |
564
+ | 0.0627 | 15.3134 | 1026 | 0.7515 | 0.2180 | 0.7515 | 0.8669 |
565
+ | 0.0627 | 15.3433 | 1028 | 0.7559 | 0.1828 | 0.7559 | 0.8694 |
566
+ | 0.0627 | 15.3731 | 1030 | 0.7666 | 0.1856 | 0.7666 | 0.8756 |
567
+ | 0.0627 | 15.4030 | 1032 | 0.8021 | 0.0129 | 0.8021 | 0.8956 |
568
+ | 0.0627 | 15.4328 | 1034 | 0.8326 | 0.0603 | 0.8326 | 0.9124 |
569
+ | 0.0627 | 15.4627 | 1036 | 0.7880 | -0.0370 | 0.7880 | 0.8877 |
570
+ | 0.0627 | 15.4925 | 1038 | 0.7247 | 0.0964 | 0.7247 | 0.8513 |
571
+ | 0.0627 | 15.5224 | 1040 | 0.7158 | 0.1828 | 0.7158 | 0.8461 |
572
+ | 0.0627 | 15.5522 | 1042 | 0.7609 | 0.2105 | 0.7609 | 0.8723 |
573
+ | 0.0627 | 15.5821 | 1044 | 0.7747 | 0.1565 | 0.7747 | 0.8801 |
574
+ | 0.0627 | 15.6119 | 1046 | 0.7335 | 0.1828 | 0.7335 | 0.8565 |
575
+ | 0.0627 | 15.6418 | 1048 | 0.7467 | 0.0970 | 0.7467 | 0.8641 |
576
+ | 0.0627 | 15.6716 | 1050 | 0.8768 | -0.0153 | 0.8768 | 0.9364 |
577
+ | 0.0627 | 15.7015 | 1052 | 0.9676 | -0.0301 | 0.9676 | 0.9837 |
578
+ | 0.0627 | 15.7313 | 1054 | 0.9482 | -0.0056 | 0.9482 | 0.9738 |
579
+ | 0.0627 | 15.7612 | 1056 | 0.8514 | 0.0192 | 0.8514 | 0.9227 |
580
+ | 0.0627 | 15.7910 | 1058 | 0.7528 | 0.0914 | 0.7528 | 0.8677 |
581
+ | 0.0627 | 15.8209 | 1060 | 0.7671 | 0.2105 | 0.7671 | 0.8759 |
582
+ | 0.0627 | 15.8507 | 1062 | 0.8408 | 0.0320 | 0.8408 | 0.9169 |
583
+ | 0.0627 | 15.8806 | 1064 | 0.8432 | 0.0320 | 0.8432 | 0.9183 |
584
+ | 0.0627 | 15.9104 | 1066 | 0.7638 | 0.1047 | 0.7638 | 0.8740 |
585
+ | 0.0627 | 15.9403 | 1068 | 0.6902 | 0.0857 | 0.6902 | 0.8308 |
586
+ | 0.0627 | 15.9701 | 1070 | 0.7020 | 0.0967 | 0.7020 | 0.8379 |
587
+ | 0.0627 | 16.0 | 1072 | 0.7423 | 0.0454 | 0.7423 | 0.8615 |
588
+ | 0.0627 | 16.0299 | 1074 | 0.7475 | 0.0454 | 0.7475 | 0.8646 |
589
+ | 0.0627 | 16.0597 | 1076 | 0.7306 | 0.0863 | 0.7306 | 0.8548 |
590
+ | 0.0627 | 16.0896 | 1078 | 0.7301 | 0.1311 | 0.7301 | 0.8545 |
591
+ | 0.0627 | 16.1194 | 1080 | 0.7555 | -0.0059 | 0.7555 | 0.8692 |
592
+ | 0.0627 | 16.1493 | 1082 | 0.8017 | 0.0028 | 0.8017 | 0.8954 |
593
+ | 0.0627 | 16.1791 | 1084 | 0.8087 | 0.0 | 0.8087 | 0.8993 |
594
+ | 0.0627 | 16.2090 | 1086 | 0.7533 | 0.0454 | 0.7533 | 0.8679 |
595
+ | 0.0627 | 16.2388 | 1088 | 0.6978 | 0.1318 | 0.6978 | 0.8353 |
596
+ | 0.0627 | 16.2687 | 1090 | 0.7091 | 0.1318 | 0.7091 | 0.8421 |
597
+ | 0.0627 | 16.2985 | 1092 | 0.7661 | 0.2034 | 0.7661 | 0.8753 |
598
+ | 0.0627 | 16.3284 | 1094 | 0.8057 | 0.1449 | 0.8057 | 0.8976 |
599
+ | 0.0627 | 16.3582 | 1096 | 0.7772 | 0.2584 | 0.7772 | 0.8816 |
600
+ | 0.0627 | 16.3881 | 1098 | 0.7554 | 0.1318 | 0.7554 | 0.8691 |
601
+ | 0.0627 | 16.4179 | 1100 | 0.7706 | 0.0834 | 0.7706 | 0.8778 |
602
+ | 0.0627 | 16.4478 | 1102 | 0.7836 | 0.0410 | 0.7836 | 0.8852 |
603
+ | 0.0627 | 16.4776 | 1104 | 0.7890 | 0.1304 | 0.7890 | 0.8882 |
604
+ | 0.0627 | 16.5075 | 1106 | 0.7861 | 0.1722 | 0.7861 | 0.8866 |
605
+ | 0.0627 | 16.5373 | 1108 | 0.8027 | 0.1506 | 0.8027 | 0.8959 |
606
+ | 0.0627 | 16.5672 | 1110 | 0.8724 | 0.0755 | 0.8724 | 0.9340 |
607
+ | 0.0627 | 16.5970 | 1112 | 0.8583 | 0.0727 | 0.8583 | 0.9264 |
608
+ | 0.0627 | 16.6269 | 1114 | 0.7720 | 0.1506 | 0.7720 | 0.8786 |
609
+ | 0.0627 | 16.6567 | 1116 | 0.7175 | 0.1318 | 0.7175 | 0.8471 |
610
+ | 0.0627 | 16.6866 | 1118 | 0.7110 | 0.1444 | 0.7110 | 0.8432 |
611
+ | 0.0627 | 16.7164 | 1120 | 0.7153 | 0.0964 | 0.7153 | 0.8458 |
612
+ | 0.0627 | 16.7463 | 1122 | 0.7222 | 0.0967 | 0.7222 | 0.8499 |
613
+ | 0.0627 | 16.7761 | 1124 | 0.7194 | 0.0967 | 0.7194 | 0.8482 |
614
+ | 0.0627 | 16.8060 | 1126 | 0.7205 | 0.0964 | 0.7205 | 0.8488 |
615
+ | 0.0627 | 16.8358 | 1128 | 0.7382 | 0.1379 | 0.7382 | 0.8592 |
616
+ | 0.0627 | 16.8657 | 1130 | 0.7701 | 0.2105 | 0.7701 | 0.8775 |
617
+ | 0.0627 | 16.8955 | 1132 | 0.7902 | 0.1565 | 0.7902 | 0.8889 |
618
+ | 0.0627 | 16.9254 | 1134 | 0.7761 | 0.1675 | 0.7761 | 0.8810 |
619
+ | 0.0627 | 16.9552 | 1136 | 0.7856 | 0.1449 | 0.7856 | 0.8863 |
620
+ | 0.0627 | 16.9851 | 1138 | 0.7859 | 0.1449 | 0.7859 | 0.8865 |
621
+ | 0.0627 | 17.0149 | 1140 | 0.7646 | 0.1565 | 0.7646 | 0.8744 |
622
+ | 0.0627 | 17.0448 | 1142 | 0.7496 | 0.1362 | 0.7496 | 0.8658 |
623
+ | 0.0627 | 17.0746 | 1144 | 0.7546 | 0.0970 | 0.7546 | 0.8687 |
624
+ | 0.0627 | 17.1045 | 1146 | 0.7800 | 0.0028 | 0.7800 | 0.8832 |
625
+ | 0.0627 | 17.1343 | 1148 | 0.7651 | 0.0 | 0.7651 | 0.8747 |
626
+ | 0.0627 | 17.1642 | 1150 | 0.7268 | 0.0964 | 0.7268 | 0.8525 |
627
+ | 0.0627 | 17.1940 | 1152 | 0.7082 | 0.0964 | 0.7082 | 0.8415 |
628
+ | 0.0627 | 17.2239 | 1154 | 0.7001 | 0.0964 | 0.7001 | 0.8367 |
629
+ | 0.0627 | 17.2537 | 1156 | 0.6980 | 0.0964 | 0.6980 | 0.8355 |
630
+ | 0.0627 | 17.2836 | 1158 | 0.7120 | 0.0964 | 0.7120 | 0.8438 |
631
+ | 0.0627 | 17.3134 | 1160 | 0.7218 | 0.0964 | 0.7218 | 0.8496 |
632
+ | 0.0627 | 17.3433 | 1162 | 0.7589 | 0.0 | 0.7589 | 0.8712 |
633
+ | 0.0627 | 17.3731 | 1164 | 0.7827 | 0.0 | 0.7827 | 0.8847 |
634
+ | 0.0627 | 17.4030 | 1166 | 0.7701 | 0.0 | 0.7701 | 0.8775 |
635
+ | 0.0627 | 17.4328 | 1168 | 0.7591 | 0.1423 | 0.7591 | 0.8712 |
636
+ | 0.0627 | 17.4627 | 1170 | 0.7453 | 0.1433 | 0.7453 | 0.8633 |
637
+ | 0.0627 | 17.4925 | 1172 | 0.7306 | 0.0964 | 0.7306 | 0.8547 |
638
+ | 0.0627 | 17.5224 | 1174 | 0.7218 | 0.0964 | 0.7218 | 0.8496 |
639
+ | 0.0627 | 17.5522 | 1176 | 0.7164 | 0.0964 | 0.7164 | 0.8464 |
640
+ | 0.0627 | 17.5821 | 1178 | 0.6914 | 0.0964 | 0.6914 | 0.8315 |
641
+ | 0.0627 | 17.6119 | 1180 | 0.6826 | 0.0964 | 0.6826 | 0.8262 |
642
+ | 0.0627 | 17.6418 | 1182 | 0.6749 | 0.0964 | 0.6749 | 0.8215 |
643
+ | 0.0627 | 17.6716 | 1184 | 0.6813 | 0.0964 | 0.6813 | 0.8254 |
644
+ | 0.0627 | 17.7015 | 1186 | 0.6995 | 0.0909 | 0.6995 | 0.8364 |
645
+ | 0.0627 | 17.7313 | 1188 | 0.7247 | 0.1379 | 0.7247 | 0.8513 |
646
+ | 0.0627 | 17.7612 | 1190 | 0.7662 | 0.1202 | 0.7662 | 0.8753 |
647
+ | 0.0627 | 17.7910 | 1192 | 0.8119 | 0.0549 | 0.8119 | 0.9011 |
648
+ | 0.0627 | 17.8209 | 1194 | 0.7794 | 0.0670 | 0.7794 | 0.8828 |
649
+ | 0.0627 | 17.8507 | 1196 | 0.7645 | 0.1371 | 0.7645 | 0.8743 |
650
+ | 0.0627 | 17.8806 | 1198 | 0.7641 | 0.0869 | 0.7641 | 0.8741 |
651
+ | 0.0627 | 17.9104 | 1200 | 0.7510 | 0.0414 | 0.7510 | 0.8666 |
652
+ | 0.0627 | 17.9403 | 1202 | 0.7579 | 0.0414 | 0.7579 | 0.8706 |
653
+ | 0.0627 | 17.9701 | 1204 | 0.7538 | 0.0395 | 0.7538 | 0.8682 |
654
+ | 0.0627 | 18.0 | 1206 | 0.7395 | 0.0909 | 0.7395 | 0.8599 |
655
+ | 0.0627 | 18.0299 | 1208 | 0.7240 | 0.1318 | 0.7240 | 0.8509 |
656
+ | 0.0627 | 18.0597 | 1210 | 0.7394 | 0.1758 | 0.7394 | 0.8599 |
657
+ | 0.0627 | 18.0896 | 1212 | 0.7756 | 0.0628 | 0.7756 | 0.8807 |
658
+ | 0.0627 | 18.1194 | 1214 | 0.7764 | 0.1097 | 0.7764 | 0.8811 |
659
+ | 0.0627 | 18.1493 | 1216 | 0.7698 | 0.1202 | 0.7698 | 0.8774 |
660
+ | 0.0627 | 18.1791 | 1218 | 0.7462 | 0.1318 | 0.7462 | 0.8638 |
661
+ | 0.0627 | 18.2090 | 1220 | 0.7289 | 0.0909 | 0.7289 | 0.8537 |
662
+ | 0.0627 | 18.2388 | 1222 | 0.7101 | 0.0909 | 0.7101 | 0.8427 |
663
+ | 0.0627 | 18.2687 | 1224 | 0.7043 | 0.1318 | 0.7043 | 0.8392 |
664
+ | 0.0627 | 18.2985 | 1226 | 0.7113 | 0.1758 | 0.7113 | 0.8434 |
665
+ | 0.0627 | 18.3284 | 1228 | 0.7120 | 0.1627 | 0.7120 | 0.8438 |
666
+ | 0.0627 | 18.3582 | 1230 | 0.6948 | 0.1318 | 0.6948 | 0.8336 |
667
+ | 0.0627 | 18.3881 | 1232 | 0.6960 | 0.0964 | 0.6960 | 0.8342 |
668
+ | 0.0627 | 18.4179 | 1234 | 0.7068 | 0.0964 | 0.7068 | 0.8407 |
669
+ | 0.0627 | 18.4478 | 1236 | 0.7332 | 0.0967 | 0.7332 | 0.8563 |
670
+ | 0.0627 | 18.4776 | 1238 | 0.7627 | 0.0 | 0.7627 | 0.8733 |
671
+ | 0.0627 | 18.5075 | 1240 | 0.7415 | 0.0967 | 0.7415 | 0.8611 |
672
+ | 0.0627 | 18.5373 | 1242 | 0.7110 | 0.0964 | 0.7110 | 0.8432 |
673
+ | 0.0627 | 18.5672 | 1244 | 0.7112 | 0.0857 | 0.7112 | 0.8433 |
674
+ | 0.0627 | 18.5970 | 1246 | 0.7157 | 0.0857 | 0.7157 | 0.8460 |
675
+ | 0.0627 | 18.6269 | 1248 | 0.7271 | 0.0857 | 0.7271 | 0.8527 |
676
+ | 0.0627 | 18.6567 | 1250 | 0.7259 | 0.0857 | 0.7259 | 0.8520 |
677
+ | 0.0627 | 18.6866 | 1252 | 0.7308 | 0.1318 | 0.7308 | 0.8549 |
678
+ | 0.0627 | 18.7164 | 1254 | 0.7418 | 0.1318 | 0.7418 | 0.8613 |
679
+ | 0.0627 | 18.7463 | 1256 | 0.7455 | 0.1318 | 0.7455 | 0.8634 |
680
+ | 0.0627 | 18.7761 | 1258 | 0.7264 | 0.1318 | 0.7264 | 0.8523 |
681
+ | 0.0627 | 18.8060 | 1260 | 0.7122 | 0.1318 | 0.7122 | 0.8439 |
682
+ | 0.0627 | 18.8358 | 1262 | 0.7188 | 0.1318 | 0.7188 | 0.8478 |
683
+ | 0.0627 | 18.8657 | 1264 | 0.7365 | 0.1318 | 0.7365 | 0.8582 |
684
+ | 0.0627 | 18.8955 | 1266 | 0.7688 | 0.2180 | 0.7688 | 0.8768 |
685
+ | 0.0627 | 18.9254 | 1268 | 0.7784 | 0.1565 | 0.7784 | 0.8823 |
686
+ | 0.0627 | 18.9552 | 1270 | 0.7561 | 0.2180 | 0.7561 | 0.8695 |
687
+ | 0.0627 | 18.9851 | 1272 | 0.7992 | 0.1565 | 0.7992 | 0.8940 |
688
+ | 0.0627 | 19.0149 | 1274 | 0.8469 | 0.0953 | 0.8469 | 0.9203 |
689
+ | 0.0627 | 19.0448 | 1276 | 0.8285 | 0.0549 | 0.8285 | 0.9102 |
690
+ | 0.0627 | 19.0746 | 1278 | 0.7814 | 0.1565 | 0.7814 | 0.8840 |
691
+ | 0.0627 | 19.1045 | 1280 | 0.7553 | 0.1311 | 0.7553 | 0.8691 |
692
+ | 0.0627 | 19.1343 | 1282 | 0.7640 | 0.0863 | 0.7640 | 0.8741 |
693
+ | 0.0627 | 19.1642 | 1284 | 0.7752 | 0.0375 | 0.7752 | 0.8804 |
694
+ | 0.0627 | 19.1940 | 1286 | 0.7691 | 0.0863 | 0.7691 | 0.8770 |
695
+ | 0.0627 | 19.2239 | 1288 | 0.8245 | 0.1047 | 0.8245 | 0.9080 |
696
+ | 0.0627 | 19.2537 | 1290 | 0.9112 | -0.0031 | 0.9112 | 0.9546 |
697
+ | 0.0627 | 19.2836 | 1292 | 0.9314 | 0.0304 | 0.9314 | 0.9651 |
698
+ | 0.0627 | 19.3134 | 1294 | 0.8770 | 0.0424 | 0.8770 | 0.9365 |
699
+ | 0.0627 | 19.3433 | 1296 | 0.8114 | 0.1249 | 0.8114 | 0.9008 |
700
+ | 0.0627 | 19.3731 | 1298 | 0.8451 | -0.1159 | 0.8451 | 0.9193 |
701
+ | 0.0627 | 19.4030 | 1300 | 0.9216 | -0.0503 | 0.9216 | 0.9600 |
702
+ | 0.0627 | 19.4328 | 1302 | 0.9678 | -0.0079 | 0.9678 | 0.9838 |
703
+ | 0.0627 | 19.4627 | 1304 | 0.9030 | -0.0608 | 0.9030 | 0.9503 |
704
+ | 0.0627 | 19.4925 | 1306 | 0.7786 | -0.0532 | 0.7786 | 0.8824 |
705
 
706
 
707
  ### Framework versions