Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
Community
MayBashendy commited on
Commit
e8d13e4
·
verified ·
1 Parent(s): 21875c7

End of training

Browse files
Files changed (1) hide show
  1. README.md +261 -282
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_run2_AugV5_k19_task7_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_run2_AugV5_k19_task7_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: 0.9024
19
- - Qwk: 0.4213
20
- - Mse: 0.9024
21
- - Rmse: 0.9499
22
 
23
  ## Model description
24
 
@@ -49,282 +49,261 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0211 | 2 | 2.5039 | -0.0593 | 2.5039 | 1.5824 |
53
- | No log | 0.0421 | 4 | 1.0942 | 0.1856 | 1.0942 | 1.0461 |
54
- | No log | 0.0632 | 6 | 0.7171 | 0.0444 | 0.7171 | 0.8468 |
55
- | No log | 0.0842 | 8 | 0.8750 | 0.1867 | 0.8750 | 0.9354 |
56
- | No log | 0.1053 | 10 | 0.8115 | 0.2703 | 0.8115 | 0.9008 |
57
- | No log | 0.1263 | 12 | 0.6432 | 0.2336 | 0.6432 | 0.8020 |
58
- | No log | 0.1474 | 14 | 0.7057 | 0.2494 | 0.7057 | 0.8400 |
59
- | No log | 0.1684 | 16 | 0.6328 | 0.1786 | 0.6328 | 0.7955 |
60
- | No log | 0.1895 | 18 | 0.6263 | 0.2526 | 0.6263 | 0.7914 |
61
- | No log | 0.2105 | 20 | 0.6324 | 0.3492 | 0.6324 | 0.7952 |
62
- | No log | 0.2316 | 22 | 0.5549 | 0.3187 | 0.5549 | 0.7449 |
63
- | No log | 0.2526 | 24 | 0.4852 | 0.5267 | 0.4852 | 0.6966 |
64
- | No log | 0.2737 | 26 | 0.4829 | 0.5577 | 0.4829 | 0.6949 |
65
- | No log | 0.2947 | 28 | 0.4681 | 0.5501 | 0.4681 | 0.6842 |
66
- | No log | 0.3158 | 30 | 0.4473 | 0.6330 | 0.4473 | 0.6688 |
67
- | No log | 0.3368 | 32 | 0.4496 | 0.6648 | 0.4496 | 0.6705 |
68
- | No log | 0.3579 | 34 | 0.4609 | 0.6448 | 0.4609 | 0.6789 |
69
- | No log | 0.3789 | 36 | 0.4809 | 0.6349 | 0.4809 | 0.6935 |
70
- | No log | 0.4 | 38 | 0.4771 | 0.6349 | 0.4771 | 0.6907 |
71
- | No log | 0.4211 | 40 | 0.4738 | 0.6196 | 0.4738 | 0.6883 |
72
- | No log | 0.4421 | 42 | 0.5360 | 0.5650 | 0.5360 | 0.7321 |
73
- | No log | 0.4632 | 44 | 0.4647 | 0.5846 | 0.4647 | 0.6817 |
74
- | No log | 0.4842 | 46 | 0.4549 | 0.5488 | 0.4549 | 0.6745 |
75
- | No log | 0.5053 | 48 | 0.4804 | 0.5184 | 0.4804 | 0.6931 |
76
- | No log | 0.5263 | 50 | 0.5030 | 0.5673 | 0.5030 | 0.7092 |
77
- | No log | 0.5474 | 52 | 0.6013 | 0.5584 | 0.6013 | 0.7754 |
78
- | No log | 0.5684 | 54 | 0.7522 | 0.5160 | 0.7522 | 0.8673 |
79
- | No log | 0.5895 | 56 | 0.7234 | 0.5354 | 0.7234 | 0.8505 |
80
- | No log | 0.6105 | 58 | 0.7729 | 0.5576 | 0.7729 | 0.8791 |
81
- | No log | 0.6316 | 60 | 0.6893 | 0.5608 | 0.6893 | 0.8303 |
82
- | No log | 0.6526 | 62 | 0.5996 | 0.5521 | 0.5996 | 0.7743 |
83
- | No log | 0.6737 | 64 | 0.5796 | 0.5521 | 0.5796 | 0.7613 |
84
- | No log | 0.6947 | 66 | 0.6225 | 0.5692 | 0.6225 | 0.7890 |
85
- | No log | 0.7158 | 68 | 0.6841 | 0.5589 | 0.6841 | 0.8271 |
86
- | No log | 0.7368 | 70 | 0.6777 | 0.5159 | 0.6777 | 0.8232 |
87
- | No log | 0.7579 | 72 | 0.6000 | 0.6003 | 0.6000 | 0.7746 |
88
- | No log | 0.7789 | 74 | 0.5561 | 0.5889 | 0.5561 | 0.7457 |
89
- | No log | 0.8 | 76 | 0.5633 | 0.5784 | 0.5633 | 0.7505 |
90
- | No log | 0.8211 | 78 | 0.5463 | 0.5840 | 0.5463 | 0.7391 |
91
- | No log | 0.8421 | 80 | 0.5458 | 0.5744 | 0.5458 | 0.7388 |
92
- | No log | 0.8632 | 82 | 0.6079 | 0.5278 | 0.6079 | 0.7797 |
93
- | No log | 0.8842 | 84 | 0.7862 | 0.5757 | 0.7862 | 0.8867 |
94
- | No log | 0.9053 | 86 | 0.7841 | 0.5526 | 0.7841 | 0.8855 |
95
- | No log | 0.9263 | 88 | 0.6504 | 0.5632 | 0.6504 | 0.8065 |
96
- | No log | 0.9474 | 90 | 0.5641 | 0.5117 | 0.5641 | 0.7511 |
97
- | No log | 0.9684 | 92 | 0.5536 | 0.5149 | 0.5536 | 0.7440 |
98
- | No log | 0.9895 | 94 | 0.6057 | 0.5042 | 0.6057 | 0.7783 |
99
- | No log | 1.0105 | 96 | 0.7273 | 0.5322 | 0.7273 | 0.8528 |
100
- | No log | 1.0316 | 98 | 0.9281 | 0.4456 | 0.9281 | 0.9634 |
101
- | No log | 1.0526 | 100 | 1.0470 | 0.4297 | 1.0470 | 1.0232 |
102
- | No log | 1.0737 | 102 | 1.0144 | 0.4966 | 1.0144 | 1.0072 |
103
- | No log | 1.0947 | 104 | 0.8072 | 0.4288 | 0.8072 | 0.8984 |
104
- | No log | 1.1158 | 106 | 0.5471 | 0.5591 | 0.5471 | 0.7397 |
105
- | No log | 1.1368 | 108 | 0.5090 | 0.5379 | 0.5090 | 0.7135 |
106
- | No log | 1.1579 | 110 | 0.5480 | 0.5042 | 0.5480 | 0.7403 |
107
- | No log | 1.1789 | 112 | 0.6091 | 0.4369 | 0.6091 | 0.7805 |
108
- | No log | 1.2 | 114 | 0.5837 | 0.5562 | 0.5837 | 0.7640 |
109
- | No log | 1.2211 | 116 | 0.5166 | 0.6797 | 0.5166 | 0.7188 |
110
- | No log | 1.2421 | 118 | 0.6081 | 0.5255 | 0.6081 | 0.7798 |
111
- | No log | 1.2632 | 120 | 0.6127 | 0.5692 | 0.6127 | 0.7827 |
112
- | No log | 1.2842 | 122 | 0.5917 | 0.5195 | 0.5917 | 0.7692 |
113
- | No log | 1.3053 | 124 | 0.5468 | 0.5426 | 0.5468 | 0.7394 |
114
- | No log | 1.3263 | 126 | 0.5668 | 0.5920 | 0.5668 | 0.7529 |
115
- | No log | 1.3474 | 128 | 0.7194 | 0.4268 | 0.7194 | 0.8482 |
116
- | No log | 1.3684 | 130 | 0.7812 | 0.4703 | 0.7812 | 0.8838 |
117
- | No log | 1.3895 | 132 | 0.6732 | 0.4438 | 0.6732 | 0.8205 |
118
- | No log | 1.4105 | 134 | 0.5920 | 0.4961 | 0.5920 | 0.7694 |
119
- | No log | 1.4316 | 136 | 0.5428 | 0.6135 | 0.5428 | 0.7367 |
120
- | No log | 1.4526 | 138 | 0.5440 | 0.5799 | 0.5440 | 0.7376 |
121
- | No log | 1.4737 | 140 | 0.5887 | 0.5812 | 0.5887 | 0.7673 |
122
- | No log | 1.4947 | 142 | 0.6512 | 0.5935 | 0.6512 | 0.8069 |
123
- | No log | 1.5158 | 144 | 0.6504 | 0.6104 | 0.6504 | 0.8065 |
124
- | No log | 1.5368 | 146 | 0.6439 | 0.5545 | 0.6439 | 0.8024 |
125
- | No log | 1.5579 | 148 | 0.6111 | 0.6149 | 0.6111 | 0.7817 |
126
- | No log | 1.5789 | 150 | 0.5937 | 0.5692 | 0.5937 | 0.7705 |
127
- | No log | 1.6 | 152 | 0.5521 | 0.5262 | 0.5521 | 0.7430 |
128
- | No log | 1.6211 | 154 | 0.5278 | 0.5103 | 0.5278 | 0.7265 |
129
- | No log | 1.6421 | 156 | 0.5604 | 0.5845 | 0.5604 | 0.7486 |
130
- | No log | 1.6632 | 158 | 0.6952 | 0.4704 | 0.6952 | 0.8338 |
131
- | No log | 1.6842 | 160 | 0.8742 | 0.4267 | 0.8742 | 0.9350 |
132
- | No log | 1.7053 | 162 | 0.8607 | 0.4713 | 0.8607 | 0.9278 |
133
- | No log | 1.7263 | 164 | 0.7574 | 0.5340 | 0.7574 | 0.8703 |
134
- | No log | 1.7474 | 166 | 0.7011 | 0.4705 | 0.7011 | 0.8373 |
135
- | No log | 1.7684 | 168 | 0.5775 | 0.4728 | 0.5775 | 0.7599 |
136
- | No log | 1.7895 | 170 | 0.5100 | 0.6004 | 0.5100 | 0.7141 |
137
- | No log | 1.8105 | 172 | 0.5005 | 0.5996 | 0.5005 | 0.7075 |
138
- | No log | 1.8316 | 174 | 0.5291 | 0.6052 | 0.5291 | 0.7274 |
139
- | No log | 1.8526 | 176 | 0.5790 | 0.6197 | 0.5790 | 0.7609 |
140
- | No log | 1.8737 | 178 | 0.6124 | 0.5863 | 0.6124 | 0.7826 |
141
- | No log | 1.8947 | 180 | 0.6354 | 0.5560 | 0.6354 | 0.7971 |
142
- | No log | 1.9158 | 182 | 0.5914 | 0.5546 | 0.5914 | 0.7690 |
143
- | No log | 1.9368 | 184 | 0.5475 | 0.5156 | 0.5475 | 0.7399 |
144
- | No log | 1.9579 | 186 | 0.5245 | 0.5195 | 0.5245 | 0.7242 |
145
- | No log | 1.9789 | 188 | 0.5189 | 0.6052 | 0.5189 | 0.7203 |
146
- | No log | 2.0 | 190 | 0.5453 | 0.6028 | 0.5453 | 0.7384 |
147
- | No log | 2.0211 | 192 | 0.6117 | 0.5334 | 0.6117 | 0.7821 |
148
- | No log | 2.0421 | 194 | 0.7300 | 0.5146 | 0.7300 | 0.8544 |
149
- | No log | 2.0632 | 196 | 0.6740 | 0.5555 | 0.6740 | 0.8210 |
150
- | No log | 2.0842 | 198 | 0.5656 | 0.6653 | 0.5656 | 0.7521 |
151
- | No log | 2.1053 | 200 | 0.5405 | 0.6006 | 0.5405 | 0.7352 |
152
- | No log | 2.1263 | 202 | 0.5182 | 0.5853 | 0.5182 | 0.7198 |
153
- | No log | 2.1474 | 204 | 0.6585 | 0.5295 | 0.6585 | 0.8115 |
154
- | No log | 2.1684 | 206 | 0.8847 | 0.3945 | 0.8847 | 0.9406 |
155
- | No log | 2.1895 | 208 | 0.8924 | 0.2977 | 0.8924 | 0.9447 |
156
- | No log | 2.2105 | 210 | 0.8114 | 0.3137 | 0.8114 | 0.9008 |
157
- | No log | 2.2316 | 212 | 0.6558 | 0.4349 | 0.6558 | 0.8098 |
158
- | No log | 2.2526 | 214 | 0.6528 | 0.5443 | 0.6528 | 0.8079 |
159
- | No log | 2.2737 | 216 | 0.8157 | 0.5126 | 0.8157 | 0.9032 |
160
- | No log | 2.2947 | 218 | 0.8733 | 0.5126 | 0.8733 | 0.9345 |
161
- | No log | 2.3158 | 220 | 0.7559 | 0.5446 | 0.7559 | 0.8694 |
162
- | No log | 2.3368 | 222 | 0.6838 | 0.5416 | 0.6838 | 0.8269 |
163
- | No log | 2.3579 | 224 | 0.6330 | 0.5042 | 0.6330 | 0.7956 |
164
- | No log | 2.3789 | 226 | 0.5971 | 0.5086 | 0.5971 | 0.7727 |
165
- | No log | 2.4 | 228 | 0.6095 | 0.4835 | 0.6095 | 0.7807 |
166
- | No log | 2.4211 | 230 | 0.6604 | 0.4424 | 0.6604 | 0.8126 |
167
- | No log | 2.4421 | 232 | 0.6840 | 0.4587 | 0.6840 | 0.8270 |
168
- | No log | 2.4632 | 234 | 0.7361 | 0.4450 | 0.7361 | 0.8579 |
169
- | No log | 2.4842 | 236 | 0.6888 | 0.5163 | 0.6888 | 0.8299 |
170
- | No log | 2.5053 | 238 | 0.6811 | 0.4877 | 0.6811 | 0.8253 |
171
- | No log | 2.5263 | 240 | 0.7307 | 0.4992 | 0.7307 | 0.8548 |
172
- | No log | 2.5474 | 242 | 0.6436 | 0.4665 | 0.6436 | 0.8022 |
173
- | No log | 2.5684 | 244 | 0.5723 | 0.5140 | 0.5723 | 0.7565 |
174
- | No log | 2.5895 | 246 | 0.6145 | 0.5326 | 0.6145 | 0.7839 |
175
- | No log | 2.6105 | 248 | 0.6905 | 0.4738 | 0.6905 | 0.8310 |
176
- | No log | 2.6316 | 250 | 0.7957 | 0.4409 | 0.7957 | 0.8920 |
177
- | No log | 2.6526 | 252 | 0.7441 | 0.4296 | 0.7441 | 0.8626 |
178
- | No log | 2.6737 | 254 | 0.7819 | 0.4133 | 0.7819 | 0.8843 |
179
- | No log | 2.6947 | 256 | 0.8500 | 0.4186 | 0.8500 | 0.9220 |
180
- | No log | 2.7158 | 258 | 0.7822 | 0.4096 | 0.7822 | 0.8844 |
181
- | No log | 2.7368 | 260 | 0.7412 | 0.4580 | 0.7412 | 0.8609 |
182
- | No log | 2.7579 | 262 | 0.8842 | 0.4376 | 0.8842 | 0.9403 |
183
- | No log | 2.7789 | 264 | 0.8263 | 0.4604 | 0.8263 | 0.9090 |
184
- | No log | 2.8 | 266 | 0.7685 | 0.4536 | 0.7685 | 0.8767 |
185
- | No log | 2.8211 | 268 | 0.7210 | 0.4400 | 0.7210 | 0.8491 |
186
- | No log | 2.8421 | 270 | 0.6655 | 0.4916 | 0.6655 | 0.8158 |
187
- | No log | 2.8632 | 272 | 0.7550 | 0.4462 | 0.7550 | 0.8689 |
188
- | No log | 2.8842 | 274 | 0.9170 | 0.4118 | 0.9170 | 0.9576 |
189
- | No log | 2.9053 | 276 | 0.8120 | 0.4378 | 0.8120 | 0.9011 |
190
- | No log | 2.9263 | 278 | 0.6768 | 0.5243 | 0.6768 | 0.8227 |
191
- | No log | 2.9474 | 280 | 0.6640 | 0.5455 | 0.6640 | 0.8149 |
192
- | No log | 2.9684 | 282 | 0.6908 | 0.4438 | 0.6908 | 0.8311 |
193
- | No log | 2.9895 | 284 | 0.7249 | 0.3582 | 0.7249 | 0.8514 |
194
- | No log | 3.0105 | 286 | 0.8802 | 0.3499 | 0.8802 | 0.9382 |
195
- | No log | 3.0316 | 288 | 0.9180 | 0.3290 | 0.9180 | 0.9581 |
196
- | No log | 3.0526 | 290 | 0.9864 | 0.4077 | 0.9864 | 0.9932 |
197
- | No log | 3.0737 | 292 | 0.8252 | 0.3988 | 0.8252 | 0.9084 |
198
- | No log | 3.0947 | 294 | 0.6790 | 0.3934 | 0.6790 | 0.8240 |
199
- | No log | 3.1158 | 296 | 0.7364 | 0.4438 | 0.7364 | 0.8581 |
200
- | No log | 3.1368 | 298 | 0.8636 | 0.3559 | 0.8636 | 0.9293 |
201
- | No log | 3.1579 | 300 | 0.7871 | 0.3618 | 0.7871 | 0.8872 |
202
- | No log | 3.1789 | 302 | 0.6323 | 0.4329 | 0.6323 | 0.7952 |
203
- | No log | 3.2 | 304 | 0.6051 | 0.4430 | 0.6051 | 0.7779 |
204
- | No log | 3.2211 | 306 | 0.6901 | 0.4592 | 0.6901 | 0.8308 |
205
- | No log | 3.2421 | 308 | 0.8866 | 0.3928 | 0.8866 | 0.9416 |
206
- | No log | 3.2632 | 310 | 0.9454 | 0.4021 | 0.9454 | 0.9723 |
207
- | No log | 3.2842 | 312 | 0.7849 | 0.4250 | 0.7849 | 0.8860 |
208
- | No log | 3.3053 | 314 | 0.7698 | 0.4396 | 0.7698 | 0.8774 |
209
- | No log | 3.3263 | 316 | 0.7612 | 0.4396 | 0.7612 | 0.8725 |
210
- | No log | 3.3474 | 318 | 0.8248 | 0.3868 | 0.8248 | 0.9082 |
211
- | No log | 3.3684 | 320 | 0.8950 | 0.3697 | 0.8950 | 0.9460 |
212
- | No log | 3.3895 | 322 | 0.7824 | 0.3868 | 0.7824 | 0.8845 |
213
- | No log | 3.4105 | 324 | 0.6532 | 0.4014 | 0.6532 | 0.8082 |
214
- | No log | 3.4316 | 326 | 0.6122 | 0.4479 | 0.6122 | 0.7824 |
215
- | No log | 3.4526 | 328 | 0.6043 | 0.4491 | 0.6043 | 0.7774 |
216
- | No log | 3.4737 | 330 | 0.7139 | 0.4228 | 0.7139 | 0.8450 |
217
- | No log | 3.4947 | 332 | 0.8486 | 0.4149 | 0.8486 | 0.9212 |
218
- | No log | 3.5158 | 334 | 0.8826 | 0.4091 | 0.8826 | 0.9395 |
219
- | No log | 3.5368 | 336 | 0.7521 | 0.4364 | 0.7521 | 0.8672 |
220
- | No log | 3.5579 | 338 | 0.6172 | 0.4123 | 0.6172 | 0.7856 |
221
- | No log | 3.5789 | 340 | 0.5840 | 0.3894 | 0.5840 | 0.7642 |
222
- | No log | 3.6 | 342 | 0.5994 | 0.3471 | 0.5994 | 0.7742 |
223
- | No log | 3.6211 | 344 | 0.7126 | 0.3913 | 0.7126 | 0.8442 |
224
- | No log | 3.6421 | 346 | 1.0080 | 0.3587 | 1.0080 | 1.0040 |
225
- | No log | 3.6632 | 348 | 1.2029 | 0.3375 | 1.2029 | 1.0968 |
226
- | No log | 3.6842 | 350 | 1.0850 | 0.3802 | 1.0850 | 1.0416 |
227
- | No log | 3.7053 | 352 | 0.7979 | 0.4444 | 0.7979 | 0.8933 |
228
- | No log | 3.7263 | 354 | 0.6039 | 0.3157 | 0.6039 | 0.7771 |
229
- | No log | 3.7474 | 356 | 0.5297 | 0.4929 | 0.5297 | 0.7278 |
230
- | No log | 3.7684 | 358 | 0.5307 | 0.5460 | 0.5307 | 0.7285 |
231
- | No log | 3.7895 | 360 | 0.5688 | 0.5373 | 0.5688 | 0.7542 |
232
- | No log | 3.8105 | 362 | 0.6340 | 0.4436 | 0.6340 | 0.7963 |
233
- | No log | 3.8316 | 364 | 0.8068 | 0.4288 | 0.8068 | 0.8982 |
234
- | No log | 3.8526 | 366 | 0.9895 | 0.3869 | 0.9895 | 0.9947 |
235
- | No log | 3.8737 | 368 | 0.9366 | 0.3481 | 0.9366 | 0.9678 |
236
- | No log | 3.8947 | 370 | 0.8875 | 0.3481 | 0.8875 | 0.9421 |
237
- | No log | 3.9158 | 372 | 0.7824 | 0.3606 | 0.7824 | 0.8845 |
238
- | No log | 3.9368 | 374 | 0.6491 | 0.3869 | 0.6491 | 0.8057 |
239
- | No log | 3.9579 | 376 | 0.5338 | 0.4964 | 0.5338 | 0.7306 |
240
- | No log | 3.9789 | 378 | 0.4938 | 0.5095 | 0.4938 | 0.7027 |
241
- | No log | 4.0 | 380 | 0.4852 | 0.5604 | 0.4852 | 0.6966 |
242
- | No log | 4.0211 | 382 | 0.5076 | 0.6040 | 0.5076 | 0.7125 |
243
- | No log | 4.0421 | 384 | 0.5356 | 0.5877 | 0.5356 | 0.7318 |
244
- | No log | 4.0632 | 386 | 0.5486 | 0.5709 | 0.5486 | 0.7407 |
245
- | No log | 4.0842 | 388 | 0.5335 | 0.6200 | 0.5335 | 0.7304 |
246
- | No log | 4.1053 | 390 | 0.5097 | 0.6419 | 0.5097 | 0.7139 |
247
- | No log | 4.1263 | 392 | 0.4801 | 0.6492 | 0.4801 | 0.6929 |
248
- | No log | 4.1474 | 394 | 0.4680 | 0.6060 | 0.4680 | 0.6841 |
249
- | No log | 4.1684 | 396 | 0.4778 | 0.5819 | 0.4778 | 0.6912 |
250
- | No log | 4.1895 | 398 | 0.5403 | 0.4745 | 0.5403 | 0.7351 |
251
- | No log | 4.2105 | 400 | 0.5762 | 0.4521 | 0.5762 | 0.7590 |
252
- | No log | 4.2316 | 402 | 0.6229 | 0.5103 | 0.6229 | 0.7892 |
253
- | No log | 4.2526 | 404 | 0.5363 | 0.6293 | 0.5363 | 0.7323 |
254
- | No log | 4.2737 | 406 | 0.4846 | 0.5934 | 0.4846 | 0.6961 |
255
- | No log | 4.2947 | 408 | 0.4614 | 0.5671 | 0.4614 | 0.6792 |
256
- | No log | 4.3158 | 410 | 0.4684 | 0.5289 | 0.4684 | 0.6844 |
257
- | No log | 4.3368 | 412 | 0.4534 | 0.5631 | 0.4534 | 0.6734 |
258
- | No log | 4.3579 | 414 | 0.4597 | 0.5631 | 0.4597 | 0.6780 |
259
- | No log | 4.3789 | 416 | 0.4793 | 0.6087 | 0.4793 | 0.6923 |
260
- | No log | 4.4 | 418 | 0.4660 | 0.6087 | 0.4660 | 0.6827 |
261
- | No log | 4.4211 | 420 | 0.4350 | 0.6010 | 0.4350 | 0.6596 |
262
- | No log | 4.4421 | 422 | 0.4415 | 0.5860 | 0.4415 | 0.6644 |
263
- | No log | 4.4632 | 424 | 0.4417 | 0.6228 | 0.4417 | 0.6646 |
264
- | No log | 4.4842 | 426 | 0.4644 | 0.6087 | 0.4644 | 0.6814 |
265
- | No log | 4.5053 | 428 | 0.5250 | 0.6109 | 0.5250 | 0.7246 |
266
- | No log | 4.5263 | 430 | 0.5344 | 0.5586 | 0.5344 | 0.7310 |
267
- | No log | 4.5474 | 432 | 0.5401 | 0.4979 | 0.5401 | 0.7349 |
268
- | No log | 4.5684 | 434 | 0.5062 | 0.5597 | 0.5062 | 0.7115 |
269
- | No log | 4.5895 | 436 | 0.5115 | 0.5036 | 0.5115 | 0.7152 |
270
- | No log | 4.6105 | 438 | 0.5372 | 0.5639 | 0.5372 | 0.7330 |
271
- | No log | 4.6316 | 440 | 0.6197 | 0.4795 | 0.6197 | 0.7872 |
272
- | No log | 4.6526 | 442 | 0.6326 | 0.52 | 0.6326 | 0.7954 |
273
- | No log | 4.6737 | 444 | 0.5431 | 0.6096 | 0.5431 | 0.7370 |
274
- | No log | 4.6947 | 446 | 0.4845 | 0.5345 | 0.4845 | 0.6960 |
275
- | No log | 4.7158 | 448 | 0.4512 | 0.5648 | 0.4512 | 0.6718 |
276
- | No log | 4.7368 | 450 | 0.4333 | 0.5648 | 0.4333 | 0.6583 |
277
- | No log | 4.7579 | 452 | 0.4276 | 0.6307 | 0.4276 | 0.6539 |
278
- | No log | 4.7789 | 454 | 0.4539 | 0.6187 | 0.4539 | 0.6737 |
279
- | No log | 4.8 | 456 | 0.4717 | 0.6087 | 0.4717 | 0.6868 |
280
- | No log | 4.8211 | 458 | 0.4746 | 0.6187 | 0.4746 | 0.6889 |
281
- | No log | 4.8421 | 460 | 0.4990 | 0.5692 | 0.4990 | 0.7064 |
282
- | No log | 4.8632 | 462 | 0.4903 | 0.5692 | 0.4903 | 0.7002 |
283
- | No log | 4.8842 | 464 | 0.4601 | 0.5980 | 0.4601 | 0.6783 |
284
- | No log | 4.9053 | 466 | 0.4494 | 0.5897 | 0.4494 | 0.6704 |
285
- | No log | 4.9263 | 468 | 0.4804 | 0.5617 | 0.4804 | 0.6931 |
286
- | No log | 4.9474 | 470 | 0.5055 | 0.5639 | 0.5055 | 0.7110 |
287
- | No log | 4.9684 | 472 | 0.5630 | 0.5293 | 0.5630 | 0.7503 |
288
- | No log | 4.9895 | 474 | 0.5401 | 0.5510 | 0.5401 | 0.7349 |
289
- | No log | 5.0105 | 476 | 0.5519 | 0.5471 | 0.5519 | 0.7429 |
290
- | No log | 5.0316 | 478 | 0.5332 | 0.5735 | 0.5332 | 0.7302 |
291
- | No log | 5.0526 | 480 | 0.5166 | 0.5261 | 0.5166 | 0.7188 |
292
- | No log | 5.0737 | 482 | 0.4571 | 0.6214 | 0.4571 | 0.6761 |
293
- | No log | 5.0947 | 484 | 0.4499 | 0.6215 | 0.4499 | 0.6707 |
294
- | No log | 5.1158 | 486 | 0.4558 | 0.6215 | 0.4558 | 0.6751 |
295
- | No log | 5.1368 | 488 | 0.4551 | 0.6833 | 0.4551 | 0.6746 |
296
- | No log | 5.1579 | 490 | 0.4513 | 0.5980 | 0.4513 | 0.6718 |
297
- | No log | 5.1789 | 492 | 0.4749 | 0.5411 | 0.4749 | 0.6891 |
298
- | No log | 5.2 | 494 | 0.5059 | 0.5368 | 0.5059 | 0.7112 |
299
- | No log | 5.2211 | 496 | 0.4926 | 0.5957 | 0.4926 | 0.7018 |
300
- | No log | 5.2421 | 498 | 0.4413 | 0.6339 | 0.4413 | 0.6643 |
301
- | 0.3127 | 5.2632 | 500 | 0.4456 | 0.6087 | 0.4456 | 0.6676 |
302
- | 0.3127 | 5.2842 | 502 | 0.4528 | 0.6292 | 0.4528 | 0.6729 |
303
- | 0.3127 | 5.3053 | 504 | 0.4519 | 0.6542 | 0.4519 | 0.6722 |
304
- | 0.3127 | 5.3263 | 506 | 0.4849 | 0.6430 | 0.4849 | 0.6963 |
305
- | 0.3127 | 5.3474 | 508 | 0.4938 | 0.6010 | 0.4938 | 0.7027 |
306
- | 0.3127 | 5.3684 | 510 | 0.4815 | 0.6355 | 0.4815 | 0.6939 |
307
- | 0.3127 | 5.3895 | 512 | 0.4570 | 0.6458 | 0.4570 | 0.6760 |
308
- | 0.3127 | 5.4105 | 514 | 0.4560 | 0.6289 | 0.4560 | 0.6753 |
309
- | 0.3127 | 5.4316 | 516 | 0.4629 | 0.6346 | 0.4629 | 0.6804 |
310
- | 0.3127 | 5.4526 | 518 | 0.5063 | 0.5524 | 0.5063 | 0.7116 |
311
- | 0.3127 | 5.4737 | 520 | 0.5293 | 0.5524 | 0.5293 | 0.7276 |
312
- | 0.3127 | 5.4947 | 522 | 0.4961 | 0.5871 | 0.4961 | 0.7043 |
313
- | 0.3127 | 5.5158 | 524 | 0.4721 | 0.6423 | 0.4721 | 0.6871 |
314
- | 0.3127 | 5.5368 | 526 | 0.4660 | 0.6423 | 0.4660 | 0.6826 |
315
- | 0.3127 | 5.5579 | 528 | 0.4769 | 0.6239 | 0.4769 | 0.6906 |
316
- | 0.3127 | 5.5789 | 530 | 0.5229 | 0.6248 | 0.5229 | 0.7231 |
317
- | 0.3127 | 5.6 | 532 | 0.5575 | 0.5716 | 0.5575 | 0.7466 |
318
- | 0.3127 | 5.6211 | 534 | 0.5318 | 0.6325 | 0.5318 | 0.7293 |
319
- | 0.3127 | 5.6421 | 536 | 0.4878 | 0.6251 | 0.4878 | 0.6984 |
320
- | 0.3127 | 5.6632 | 538 | 0.4693 | 0.5697 | 0.4693 | 0.6850 |
321
- | 0.3127 | 5.6842 | 540 | 0.4518 | 0.6298 | 0.4518 | 0.6722 |
322
- | 0.3127 | 5.7053 | 542 | 0.4469 | 0.6265 | 0.4469 | 0.6685 |
323
- | 0.3127 | 5.7263 | 544 | 0.4555 | 0.5923 | 0.4555 | 0.6749 |
324
- | 0.3127 | 5.7474 | 546 | 0.4992 | 0.5817 | 0.4992 | 0.7065 |
325
- | 0.3127 | 5.7684 | 548 | 0.6304 | 0.4536 | 0.6304 | 0.7940 |
326
- | 0.3127 | 5.7895 | 550 | 0.8616 | 0.4213 | 0.8616 | 0.9282 |
327
- | 0.3127 | 5.8105 | 552 | 0.9024 | 0.4213 | 0.9024 | 0.9499 |
328
 
329
 
330
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task7_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_run2_AugV5_k20_task7_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: 0.4454
19
+ - Qwk: 0.6426
20
+ - Mse: 0.4454
21
+ - Rmse: 0.6674
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.02 | 2 | 2.7161 | -0.0593 | 2.7161 | 1.6481 |
53
+ | No log | 0.04 | 4 | 1.3498 | 0.1947 | 1.3498 | 1.1618 |
54
+ | No log | 0.06 | 6 | 0.6855 | 0.1372 | 0.6855 | 0.8279 |
55
+ | No log | 0.08 | 8 | 0.7684 | 0.3630 | 0.7684 | 0.8766 |
56
+ | No log | 0.1 | 10 | 1.0217 | 0.2903 | 1.0217 | 1.0108 |
57
+ | No log | 0.12 | 12 | 0.6671 | 0.4251 | 0.6671 | 0.8167 |
58
+ | No log | 0.14 | 14 | 0.6452 | 0.5016 | 0.6452 | 0.8032 |
59
+ | No log | 0.16 | 16 | 0.6868 | 0.4833 | 0.6868 | 0.8287 |
60
+ | No log | 0.18 | 18 | 0.6235 | 0.4879 | 0.6235 | 0.7896 |
61
+ | No log | 0.2 | 20 | 0.5132 | 0.5152 | 0.5132 | 0.7164 |
62
+ | No log | 0.22 | 22 | 0.5156 | 0.5361 | 0.5156 | 0.7181 |
63
+ | No log | 0.24 | 24 | 0.5549 | 0.4997 | 0.5549 | 0.7449 |
64
+ | No log | 0.26 | 26 | 0.5915 | 0.5143 | 0.5915 | 0.7691 |
65
+ | No log | 0.28 | 28 | 0.5787 | 0.5057 | 0.5787 | 0.7608 |
66
+ | No log | 0.3 | 30 | 0.5284 | 0.6943 | 0.5284 | 0.7269 |
67
+ | No log | 0.32 | 32 | 0.5133 | 0.6855 | 0.5133 | 0.7165 |
68
+ | No log | 0.34 | 34 | 0.7070 | 0.4874 | 0.7070 | 0.8408 |
69
+ | No log | 0.36 | 36 | 0.7536 | 0.4699 | 0.7536 | 0.8681 |
70
+ | No log | 0.38 | 38 | 0.6138 | 0.5254 | 0.6138 | 0.7835 |
71
+ | No log | 0.4 | 40 | 0.5064 | 0.6410 | 0.5064 | 0.7116 |
72
+ | No log | 0.42 | 42 | 0.4596 | 0.6657 | 0.4596 | 0.6779 |
73
+ | No log | 0.44 | 44 | 0.4491 | 0.6307 | 0.4491 | 0.6701 |
74
+ | No log | 0.46 | 46 | 0.4299 | 0.6847 | 0.4299 | 0.6557 |
75
+ | No log | 0.48 | 48 | 0.4782 | 0.5945 | 0.4782 | 0.6915 |
76
+ | No log | 0.5 | 50 | 0.5257 | 0.5900 | 0.5257 | 0.7251 |
77
+ | No log | 0.52 | 52 | 0.4530 | 0.6457 | 0.4530 | 0.6731 |
78
+ | No log | 0.54 | 54 | 0.4289 | 0.6735 | 0.4289 | 0.6549 |
79
+ | No log | 0.56 | 56 | 0.4535 | 0.6922 | 0.4535 | 0.6734 |
80
+ | No log | 0.58 | 58 | 0.5425 | 0.6170 | 0.5425 | 0.7366 |
81
+ | No log | 0.6 | 60 | 0.5732 | 0.6494 | 0.5732 | 0.7571 |
82
+ | No log | 0.62 | 62 | 0.5071 | 0.7267 | 0.5071 | 0.7121 |
83
+ | No log | 0.64 | 64 | 0.5620 | 0.6756 | 0.5620 | 0.7497 |
84
+ | No log | 0.66 | 66 | 0.5252 | 0.6698 | 0.5252 | 0.7247 |
85
+ | No log | 0.68 | 68 | 0.5144 | 0.7408 | 0.5144 | 0.7172 |
86
+ | No log | 0.7 | 70 | 0.5709 | 0.6641 | 0.5709 | 0.7556 |
87
+ | No log | 0.72 | 72 | 0.5406 | 0.6645 | 0.5406 | 0.7353 |
88
+ | No log | 0.74 | 74 | 0.4358 | 0.6796 | 0.4358 | 0.6602 |
89
+ | No log | 0.76 | 76 | 0.4366 | 0.6455 | 0.4366 | 0.6608 |
90
+ | No log | 0.78 | 78 | 0.4531 | 0.6848 | 0.4531 | 0.6732 |
91
+ | No log | 0.8 | 80 | 0.4288 | 0.6382 | 0.4288 | 0.6549 |
92
+ | No log | 0.82 | 82 | 0.4276 | 0.7349 | 0.4276 | 0.6539 |
93
+ | No log | 0.84 | 84 | 0.4687 | 0.6930 | 0.4687 | 0.6847 |
94
+ | No log | 0.86 | 86 | 0.4600 | 0.7111 | 0.4600 | 0.6783 |
95
+ | No log | 0.88 | 88 | 0.4952 | 0.6868 | 0.4952 | 0.7037 |
96
+ | No log | 0.9 | 90 | 0.4717 | 0.7407 | 0.4717 | 0.6868 |
97
+ | No log | 0.92 | 92 | 0.4684 | 0.6788 | 0.4684 | 0.6844 |
98
+ | No log | 0.94 | 94 | 0.5613 | 0.6095 | 0.5613 | 0.7492 |
99
+ | No log | 0.96 | 96 | 0.4894 | 0.6632 | 0.4894 | 0.6996 |
100
+ | No log | 0.98 | 98 | 0.4906 | 0.6480 | 0.4906 | 0.7004 |
101
+ | No log | 1.0 | 100 | 0.4783 | 0.6477 | 0.4783 | 0.6916 |
102
+ | No log | 1.02 | 102 | 0.4937 | 0.5840 | 0.4937 | 0.7027 |
103
+ | No log | 1.04 | 104 | 0.4399 | 0.6469 | 0.4399 | 0.6632 |
104
+ | No log | 1.06 | 106 | 0.4438 | 0.6694 | 0.4438 | 0.6662 |
105
+ | No log | 1.08 | 108 | 0.4290 | 0.5812 | 0.4290 | 0.6550 |
106
+ | No log | 1.1 | 110 | 0.5196 | 0.5123 | 0.5196 | 0.7208 |
107
+ | No log | 1.12 | 112 | 0.6614 | 0.4921 | 0.6614 | 0.8132 |
108
+ | No log | 1.1400 | 114 | 0.5349 | 0.5354 | 0.5349 | 0.7314 |
109
+ | No log | 1.16 | 116 | 0.4163 | 0.6589 | 0.4163 | 0.6452 |
110
+ | No log | 1.18 | 118 | 0.5209 | 0.6055 | 0.5209 | 0.7217 |
111
+ | No log | 1.2 | 120 | 0.5326 | 0.5982 | 0.5326 | 0.7298 |
112
+ | No log | 1.22 | 122 | 0.4510 | 0.5939 | 0.4510 | 0.6716 |
113
+ | No log | 1.24 | 124 | 0.6275 | 0.4949 | 0.6275 | 0.7922 |
114
+ | No log | 1.26 | 126 | 0.7897 | 0.5132 | 0.7897 | 0.8887 |
115
+ | No log | 1.28 | 128 | 0.6212 | 0.4684 | 0.6212 | 0.7882 |
116
+ | No log | 1.3 | 130 | 0.5068 | 0.5327 | 0.5068 | 0.7119 |
117
+ | No log | 1.32 | 132 | 0.5284 | 0.5438 | 0.5284 | 0.7269 |
118
+ | No log | 1.34 | 134 | 0.5745 | 0.5935 | 0.5745 | 0.7580 |
119
+ | No log | 1.3600 | 136 | 0.4737 | 0.6210 | 0.4737 | 0.6882 |
120
+ | No log | 1.38 | 138 | 0.5064 | 0.5512 | 0.5064 | 0.7116 |
121
+ | No log | 1.4 | 140 | 0.5295 | 0.5512 | 0.5295 | 0.7277 |
122
+ | No log | 1.42 | 142 | 0.4909 | 0.6186 | 0.4909 | 0.7006 |
123
+ | No log | 1.44 | 144 | 0.4925 | 0.6423 | 0.4925 | 0.7018 |
124
+ | No log | 1.46 | 146 | 0.4835 | 0.6735 | 0.4835 | 0.6953 |
125
+ | No log | 1.48 | 148 | 0.4748 | 0.6059 | 0.4748 | 0.6891 |
126
+ | No log | 1.5 | 150 | 0.4603 | 0.5891 | 0.4603 | 0.6784 |
127
+ | No log | 1.52 | 152 | 0.4430 | 0.5753 | 0.4430 | 0.6656 |
128
+ | No log | 1.54 | 154 | 0.5297 | 0.4491 | 0.5297 | 0.7278 |
129
+ | No log | 1.56 | 156 | 0.6633 | 0.4907 | 0.6633 | 0.8144 |
130
+ | No log | 1.58 | 158 | 0.7904 | 0.4279 | 0.7904 | 0.8891 |
131
+ | No log | 1.6 | 160 | 0.6147 | 0.4925 | 0.6147 | 0.7841 |
132
+ | No log | 1.62 | 162 | 0.4298 | 0.6374 | 0.4298 | 0.6556 |
133
+ | No log | 1.6400 | 164 | 0.5162 | 0.5735 | 0.5162 | 0.7184 |
134
+ | No log | 1.6600 | 166 | 0.6983 | 0.4321 | 0.6983 | 0.8356 |
135
+ | No log | 1.6800 | 168 | 0.6321 | 0.4799 | 0.6321 | 0.7950 |
136
+ | No log | 1.7 | 170 | 0.4548 | 0.6793 | 0.4548 | 0.6744 |
137
+ | No log | 1.72 | 172 | 0.4868 | 0.6070 | 0.4868 | 0.6977 |
138
+ | No log | 1.74 | 174 | 0.5603 | 0.5895 | 0.5603 | 0.7486 |
139
+ | No log | 1.76 | 176 | 0.5921 | 0.5986 | 0.5921 | 0.7695 |
140
+ | No log | 1.78 | 178 | 0.4809 | 0.5557 | 0.4809 | 0.6935 |
141
+ | No log | 1.8 | 180 | 0.4906 | 0.6158 | 0.4906 | 0.7004 |
142
+ | No log | 1.8200 | 182 | 0.5565 | 0.6390 | 0.5565 | 0.7460 |
143
+ | No log | 1.8400 | 184 | 0.5156 | 0.6379 | 0.5156 | 0.7180 |
144
+ | No log | 1.8600 | 186 | 0.5091 | 0.5391 | 0.5091 | 0.7135 |
145
+ | No log | 1.88 | 188 | 0.5314 | 0.5614 | 0.5314 | 0.7290 |
146
+ | No log | 1.9 | 190 | 0.6055 | 0.5595 | 0.6055 | 0.7781 |
147
+ | No log | 1.92 | 192 | 0.5914 | 0.5561 | 0.5914 | 0.7690 |
148
+ | No log | 1.94 | 194 | 0.5603 | 0.5276 | 0.5603 | 0.7486 |
149
+ | No log | 1.96 | 196 | 0.5101 | 0.4772 | 0.5101 | 0.7142 |
150
+ | No log | 1.98 | 198 | 0.5038 | 0.4986 | 0.5038 | 0.7098 |
151
+ | No log | 2.0 | 200 | 0.5162 | 0.5447 | 0.5162 | 0.7185 |
152
+ | No log | 2.02 | 202 | 0.5244 | 0.5447 | 0.5244 | 0.7241 |
153
+ | No log | 2.04 | 204 | 0.5057 | 0.5770 | 0.5057 | 0.7111 |
154
+ | No log | 2.06 | 206 | 0.5023 | 0.4678 | 0.5023 | 0.7087 |
155
+ | No log | 2.08 | 208 | 0.5095 | 0.5505 | 0.5095 | 0.7138 |
156
+ | No log | 2.1 | 210 | 0.5285 | 0.5786 | 0.5285 | 0.7270 |
157
+ | No log | 2.12 | 212 | 0.5482 | 0.5942 | 0.5482 | 0.7404 |
158
+ | No log | 2.14 | 214 | 0.5276 | 0.5696 | 0.5276 | 0.7264 |
159
+ | No log | 2.16 | 216 | 0.5484 | 0.5748 | 0.5484 | 0.7405 |
160
+ | No log | 2.18 | 218 | 0.4858 | 0.5729 | 0.4858 | 0.6970 |
161
+ | No log | 2.2 | 220 | 0.4431 | 0.6371 | 0.4431 | 0.6657 |
162
+ | No log | 2.22 | 222 | 0.4439 | 0.6289 | 0.4439 | 0.6663 |
163
+ | No log | 2.24 | 224 | 0.4715 | 0.6318 | 0.4715 | 0.6866 |
164
+ | No log | 2.26 | 226 | 0.5149 | 0.6167 | 0.5149 | 0.7176 |
165
+ | No log | 2.2800 | 228 | 0.5800 | 0.5810 | 0.5800 | 0.7616 |
166
+ | No log | 2.3 | 230 | 0.5830 | 0.6054 | 0.5830 | 0.7635 |
167
+ | No log | 2.32 | 232 | 0.5528 | 0.5927 | 0.5528 | 0.7435 |
168
+ | No log | 2.34 | 234 | 0.5027 | 0.5761 | 0.5027 | 0.7090 |
169
+ | No log | 2.36 | 236 | 0.4977 | 0.6188 | 0.4977 | 0.7054 |
170
+ | No log | 2.38 | 238 | 0.4390 | 0.6643 | 0.4390 | 0.6626 |
171
+ | No log | 2.4 | 240 | 0.4358 | 0.6073 | 0.4358 | 0.6601 |
172
+ | No log | 2.42 | 242 | 0.4517 | 0.6158 | 0.4517 | 0.6721 |
173
+ | No log | 2.44 | 244 | 0.4703 | 0.6100 | 0.4703 | 0.6858 |
174
+ | No log | 2.46 | 246 | 0.4525 | 0.6405 | 0.4525 | 0.6727 |
175
+ | No log | 2.48 | 248 | 0.5417 | 0.6322 | 0.5417 | 0.7360 |
176
+ | No log | 2.5 | 250 | 0.5881 | 0.6128 | 0.5881 | 0.7669 |
177
+ | No log | 2.52 | 252 | 0.5600 | 0.5962 | 0.5600 | 0.7483 |
178
+ | No log | 2.54 | 254 | 0.5424 | 0.6311 | 0.5424 | 0.7365 |
179
+ | No log | 2.56 | 256 | 0.4910 | 0.6143 | 0.4910 | 0.7007 |
180
+ | No log | 2.58 | 258 | 0.4761 | 0.5872 | 0.4761 | 0.6900 |
181
+ | No log | 2.6 | 260 | 0.5192 | 0.5237 | 0.5192 | 0.7205 |
182
+ | No log | 2.62 | 262 | 0.5055 | 0.5111 | 0.5055 | 0.7110 |
183
+ | No log | 2.64 | 264 | 0.4772 | 0.5065 | 0.4772 | 0.6908 |
184
+ | No log | 2.66 | 266 | 0.4724 | 0.4869 | 0.4724 | 0.6873 |
185
+ | No log | 2.68 | 268 | 0.4483 | 0.5538 | 0.4483 | 0.6695 |
186
+ | No log | 2.7 | 270 | 0.4619 | 0.5617 | 0.4619 | 0.6796 |
187
+ | No log | 2.7200 | 272 | 0.4915 | 0.6152 | 0.4915 | 0.7011 |
188
+ | No log | 2.74 | 274 | 0.4974 | 0.6165 | 0.4974 | 0.7052 |
189
+ | No log | 2.76 | 276 | 0.5039 | 0.5712 | 0.5039 | 0.7099 |
190
+ | No log | 2.7800 | 278 | 0.4816 | 0.5786 | 0.4816 | 0.6940 |
191
+ | No log | 2.8 | 280 | 0.5329 | 0.5845 | 0.5329 | 0.7300 |
192
+ | No log | 2.82 | 282 | 0.4744 | 0.5786 | 0.4744 | 0.6887 |
193
+ | No log | 2.84 | 284 | 0.4362 | 0.5784 | 0.4362 | 0.6605 |
194
+ | No log | 2.86 | 286 | 0.4831 | 0.5687 | 0.4831 | 0.6950 |
195
+ | No log | 2.88 | 288 | 0.4839 | 0.5619 | 0.4839 | 0.6956 |
196
+ | No log | 2.9 | 290 | 0.4280 | 0.6371 | 0.4280 | 0.6542 |
197
+ | No log | 2.92 | 292 | 0.4333 | 0.6566 | 0.4333 | 0.6583 |
198
+ | No log | 2.94 | 294 | 0.4384 | 0.6566 | 0.4384 | 0.6621 |
199
+ | No log | 2.96 | 296 | 0.4599 | 0.6032 | 0.4599 | 0.6781 |
200
+ | No log | 2.98 | 298 | 0.5209 | 0.5524 | 0.5209 | 0.7217 |
201
+ | No log | 3.0 | 300 | 0.5715 | 0.5587 | 0.5715 | 0.7560 |
202
+ | No log | 3.02 | 302 | 0.5875 | 0.5620 | 0.5875 | 0.7665 |
203
+ | No log | 3.04 | 304 | 0.5864 | 0.5546 | 0.5864 | 0.7658 |
204
+ | No log | 3.06 | 306 | 0.5177 | 0.5559 | 0.5177 | 0.7195 |
205
+ | No log | 3.08 | 308 | 0.4926 | 0.5566 | 0.4926 | 0.7018 |
206
+ | No log | 3.1 | 310 | 0.4784 | 0.5612 | 0.4784 | 0.6916 |
207
+ | No log | 3.12 | 312 | 0.5119 | 0.5353 | 0.5119 | 0.7154 |
208
+ | No log | 3.14 | 314 | 0.5191 | 0.5418 | 0.5191 | 0.7205 |
209
+ | No log | 3.16 | 316 | 0.5452 | 0.5524 | 0.5452 | 0.7384 |
210
+ | No log | 3.18 | 318 | 0.4862 | 0.5827 | 0.4862 | 0.6973 |
211
+ | No log | 3.2 | 320 | 0.4549 | 0.5707 | 0.4549 | 0.6745 |
212
+ | No log | 3.22 | 322 | 0.4455 | 0.6371 | 0.4455 | 0.6675 |
213
+ | No log | 3.24 | 324 | 0.4434 | 0.6554 | 0.4434 | 0.6659 |
214
+ | No log | 3.26 | 326 | 0.4619 | 0.5874 | 0.4619 | 0.6796 |
215
+ | No log | 3.2800 | 328 | 0.5127 | 0.5487 | 0.5127 | 0.7160 |
216
+ | No log | 3.3 | 330 | 0.5162 | 0.5646 | 0.5162 | 0.7185 |
217
+ | No log | 3.32 | 332 | 0.5031 | 0.5827 | 0.5031 | 0.7093 |
218
+ | No log | 3.34 | 334 | 0.5041 | 0.5669 | 0.5041 | 0.7100 |
219
+ | No log | 3.36 | 336 | 0.5072 | 0.5174 | 0.5072 | 0.7122 |
220
+ | No log | 3.38 | 338 | 0.5343 | 0.5729 | 0.5343 | 0.7310 |
221
+ | No log | 3.4 | 340 | 0.6013 | 0.5455 | 0.6013 | 0.7754 |
222
+ | No log | 3.42 | 342 | 0.6603 | 0.52 | 0.6603 | 0.8126 |
223
+ | No log | 3.44 | 344 | 0.7127 | 0.5124 | 0.7127 | 0.8442 |
224
+ | No log | 3.46 | 346 | 0.6199 | 0.5339 | 0.6199 | 0.7873 |
225
+ | No log | 3.48 | 348 | 0.4777 | 0.5784 | 0.4777 | 0.6912 |
226
+ | No log | 3.5 | 350 | 0.4464 | 0.5913 | 0.4464 | 0.6682 |
227
+ | No log | 3.52 | 352 | 0.4498 | 0.5711 | 0.4498 | 0.6707 |
228
+ | No log | 3.54 | 354 | 0.4778 | 0.5742 | 0.4778 | 0.6912 |
229
+ | No log | 3.56 | 356 | 0.4720 | 0.5515 | 0.4720 | 0.6870 |
230
+ | No log | 3.58 | 358 | 0.4329 | 0.5913 | 0.4329 | 0.6580 |
231
+ | No log | 3.6 | 360 | 0.4228 | 0.6277 | 0.4228 | 0.6503 |
232
+ | No log | 3.62 | 362 | 0.4192 | 0.6939 | 0.4192 | 0.6474 |
233
+ | No log | 3.64 | 364 | 0.4221 | 0.6939 | 0.4221 | 0.6497 |
234
+ | No log | 3.66 | 366 | 0.4607 | 0.6061 | 0.4607 | 0.6787 |
235
+ | No log | 3.68 | 368 | 0.5429 | 0.5543 | 0.5429 | 0.7368 |
236
+ | No log | 3.7 | 370 | 0.6029 | 0.5103 | 0.6029 | 0.7765 |
237
+ | No log | 3.7200 | 372 | 0.5422 | 0.5723 | 0.5422 | 0.7364 |
238
+ | No log | 3.74 | 374 | 0.4471 | 0.6783 | 0.4471 | 0.6687 |
239
+ | No log | 3.76 | 376 | 0.4463 | 0.6265 | 0.4463 | 0.6681 |
240
+ | No log | 3.7800 | 378 | 0.4598 | 0.6173 | 0.4598 | 0.6781 |
241
+ | No log | 3.8 | 380 | 0.4797 | 0.5447 | 0.4797 | 0.6926 |
242
+ | No log | 3.82 | 382 | 0.4646 | 0.5580 | 0.4646 | 0.6816 |
243
+ | No log | 3.84 | 384 | 0.4345 | 0.6171 | 0.4345 | 0.6591 |
244
+ | No log | 3.86 | 386 | 0.4289 | 0.7381 | 0.4289 | 0.6549 |
245
+ | No log | 3.88 | 388 | 0.4922 | 0.6637 | 0.4922 | 0.7016 |
246
+ | No log | 3.9 | 390 | 0.5268 | 0.5779 | 0.5268 | 0.7258 |
247
+ | No log | 3.92 | 392 | 0.4862 | 0.7059 | 0.4862 | 0.6973 |
248
+ | No log | 3.94 | 394 | 0.4446 | 0.7430 | 0.4446 | 0.6668 |
249
+ | No log | 3.96 | 396 | 0.4341 | 0.6891 | 0.4341 | 0.6588 |
250
+ | No log | 3.98 | 398 | 0.4379 | 0.6484 | 0.4379 | 0.6618 |
251
+ | No log | 4.0 | 400 | 0.4481 | 0.6307 | 0.4481 | 0.6694 |
252
+ | No log | 4.02 | 402 | 0.4516 | 0.6009 | 0.4516 | 0.6720 |
253
+ | No log | 4.04 | 404 | 0.4669 | 0.6083 | 0.4669 | 0.6833 |
254
+ | No log | 4.06 | 406 | 0.4730 | 0.6346 | 0.4730 | 0.6877 |
255
+ | No log | 4.08 | 408 | 0.4793 | 0.5974 | 0.4793 | 0.6923 |
256
+ | No log | 4.1 | 410 | 0.5005 | 0.5741 | 0.5005 | 0.7074 |
257
+ | No log | 4.12 | 412 | 0.5203 | 0.5081 | 0.5203 | 0.7213 |
258
+ | No log | 4.14 | 414 | 0.5104 | 0.5308 | 0.5104 | 0.7144 |
259
+ | No log | 4.16 | 416 | 0.4920 | 0.5254 | 0.4920 | 0.7015 |
260
+ | No log | 4.18 | 418 | 0.5102 | 0.5308 | 0.5102 | 0.7143 |
261
+ | No log | 4.2 | 420 | 0.5843 | 0.5813 | 0.5843 | 0.7644 |
262
+ | No log | 4.22 | 422 | 0.5965 | 0.5695 | 0.5965 | 0.7723 |
263
+ | No log | 4.24 | 424 | 0.5031 | 0.6035 | 0.5031 | 0.7093 |
264
+ | No log | 4.26 | 426 | 0.4563 | 0.6973 | 0.4563 | 0.6755 |
265
+ | No log | 4.28 | 428 | 0.4889 | 0.6803 | 0.4889 | 0.6992 |
266
+ | No log | 4.3 | 430 | 0.4739 | 0.6803 | 0.4739 | 0.6884 |
267
+ | No log | 4.32 | 432 | 0.4405 | 0.7475 | 0.4405 | 0.6637 |
268
+ | No log | 4.34 | 434 | 0.4249 | 0.6541 | 0.4249 | 0.6519 |
269
+ | No log | 4.36 | 436 | 0.4536 | 0.6083 | 0.4536 | 0.6735 |
270
+ | No log | 4.38 | 438 | 0.4462 | 0.6083 | 0.4462 | 0.6680 |
271
+ | No log | 4.4 | 440 | 0.4422 | 0.6083 | 0.4422 | 0.6649 |
272
+ | No log | 4.42 | 442 | 0.4295 | 0.6346 | 0.4295 | 0.6554 |
273
+ | No log | 4.44 | 444 | 0.4283 | 0.6346 | 0.4283 | 0.6545 |
274
+ | No log | 4.46 | 446 | 0.4422 | 0.6346 | 0.4422 | 0.6650 |
275
+ | No log | 4.48 | 448 | 0.4507 | 0.6353 | 0.4507 | 0.6713 |
276
+ | No log | 4.5 | 450 | 0.4531 | 0.6353 | 0.4531 | 0.6731 |
277
+ | No log | 4.52 | 452 | 0.4684 | 0.6705 | 0.4684 | 0.6844 |
278
+ | No log | 4.54 | 454 | 0.5167 | 0.5677 | 0.5167 | 0.7188 |
279
+ | No log | 4.5600 | 456 | 0.5577 | 0.5624 | 0.5577 | 0.7468 |
280
+ | No log | 4.58 | 458 | 0.5494 | 0.5591 | 0.5494 | 0.7412 |
281
+ | No log | 4.6 | 460 | 0.4879 | 0.5852 | 0.4879 | 0.6985 |
282
+ | No log | 4.62 | 462 | 0.4357 | 0.6634 | 0.4357 | 0.6601 |
283
+ | No log | 4.64 | 464 | 0.4426 | 0.7022 | 0.4426 | 0.6653 |
284
+ | No log | 4.66 | 466 | 0.4442 | 0.7192 | 0.4442 | 0.6665 |
285
+ | No log | 4.68 | 468 | 0.4385 | 0.7069 | 0.4385 | 0.6622 |
286
+ | No log | 4.7 | 470 | 0.4295 | 0.6637 | 0.4295 | 0.6553 |
287
+ | No log | 4.72 | 472 | 0.4413 | 0.6777 | 0.4413 | 0.6643 |
288
+ | No log | 4.74 | 474 | 0.4348 | 0.6612 | 0.4348 | 0.6594 |
289
+ | No log | 4.76 | 476 | 0.4701 | 0.6201 | 0.4701 | 0.6856 |
290
+ | No log | 4.78 | 478 | 0.4739 | 0.5736 | 0.4739 | 0.6884 |
291
+ | No log | 4.8 | 480 | 0.4609 | 0.6156 | 0.4609 | 0.6789 |
292
+ | No log | 4.82 | 482 | 0.4306 | 0.6303 | 0.4306 | 0.6562 |
293
+ | No log | 4.84 | 484 | 0.4001 | 0.6736 | 0.4001 | 0.6326 |
294
+ | No log | 4.86 | 486 | 0.4023 | 0.7012 | 0.4023 | 0.6343 |
295
+ | No log | 4.88 | 488 | 0.4120 | 0.7273 | 0.4120 | 0.6418 |
296
+ | No log | 4.9 | 490 | 0.4233 | 0.6735 | 0.4233 | 0.6506 |
297
+ | No log | 4.92 | 492 | 0.4344 | 0.7910 | 0.4344 | 0.6591 |
298
+ | No log | 4.9400 | 494 | 0.4402 | 0.7668 | 0.4402 | 0.6635 |
299
+ | No log | 4.96 | 496 | 0.4648 | 0.7031 | 0.4648 | 0.6818 |
300
+ | No log | 4.98 | 498 | 0.4918 | 0.6965 | 0.4918 | 0.7013 |
301
+ | 0.2959 | 5.0 | 500 | 0.4854 | 0.7124 | 0.4854 | 0.6967 |
302
+ | 0.2959 | 5.02 | 502 | 0.4442 | 0.7110 | 0.4442 | 0.6665 |
303
+ | 0.2959 | 5.04 | 504 | 0.4444 | 0.6254 | 0.4444 | 0.6666 |
304
+ | 0.2959 | 5.06 | 506 | 0.4627 | 0.6228 | 0.4627 | 0.6802 |
305
+ | 0.2959 | 5.08 | 508 | 0.4537 | 0.6426 | 0.4537 | 0.6736 |
306
+ | 0.2959 | 5.1 | 510 | 0.4454 | 0.6426 | 0.4454 | 0.6674 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions