Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task5_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
79fe55a
·
verified ·
1 Parent(s): 9af9813

End of training

Browse files
Files changed (1) hide show
  1. README.md +265 -328
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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task5_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: 0.6448
19
- - Qwk: 0.5153
20
- - Mse: 0.6448
21
- - Rmse: 0.8030
22
 
23
  ## Model description
24
 
@@ -49,328 +49,265 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0488 | 2 | 4.2473 | -0.0048 | 4.2473 | 2.0609 |
53
- | No log | 0.0976 | 4 | 2.6434 | -0.0600 | 2.6434 | 1.6258 |
54
- | No log | 0.1463 | 6 | 1.8355 | 0.0412 | 1.8355 | 1.3548 |
55
- | No log | 0.1951 | 8 | 1.1401 | 0.2639 | 1.1401 | 1.0678 |
56
- | No log | 0.2439 | 10 | 1.2133 | 0.1644 | 1.2133 | 1.1015 |
57
- | No log | 0.2927 | 12 | 1.1034 | 0.1321 | 1.1034 | 1.0504 |
58
- | No log | 0.3415 | 14 | 1.1207 | 0.0699 | 1.1207 | 1.0586 |
59
- | No log | 0.3902 | 16 | 1.3980 | -0.0695 | 1.3980 | 1.1824 |
60
- | No log | 0.4390 | 18 | 1.6648 | -0.0514 | 1.6648 | 1.2903 |
61
- | No log | 0.4878 | 20 | 1.2630 | 0.0431 | 1.2630 | 1.1239 |
62
- | No log | 0.5366 | 22 | 1.0714 | 0.1837 | 1.0714 | 1.0351 |
63
- | No log | 0.5854 | 24 | 1.0766 | 0.2166 | 1.0766 | 1.0376 |
64
- | No log | 0.6341 | 26 | 1.1647 | 0.1028 | 1.1647 | 1.0792 |
65
- | No log | 0.6829 | 28 | 1.2560 | -0.0148 | 1.2560 | 1.1207 |
66
- | No log | 0.7317 | 30 | 1.1729 | 0.0466 | 1.1729 | 1.0830 |
67
- | No log | 0.7805 | 32 | 1.0746 | 0.2513 | 1.0746 | 1.0366 |
68
- | No log | 0.8293 | 34 | 1.0675 | 0.2903 | 1.0675 | 1.0332 |
69
- | No log | 0.8780 | 36 | 1.1190 | 0.0613 | 1.1190 | 1.0578 |
70
- | No log | 0.9268 | 38 | 1.1104 | 0.0466 | 1.1104 | 1.0537 |
71
- | No log | 0.9756 | 40 | 1.0465 | 0.3521 | 1.0465 | 1.0230 |
72
- | No log | 1.0244 | 42 | 1.0216 | 0.4002 | 1.0216 | 1.0107 |
73
- | No log | 1.0732 | 44 | 0.9895 | 0.3876 | 0.9895 | 0.9947 |
74
- | No log | 1.1220 | 46 | 0.8945 | 0.2721 | 0.8945 | 0.9458 |
75
- | No log | 1.1707 | 48 | 0.9009 | 0.3083 | 0.9009 | 0.9491 |
76
- | No log | 1.2195 | 50 | 0.9393 | 0.3863 | 0.9393 | 0.9692 |
77
- | No log | 1.2683 | 52 | 0.9111 | 0.3897 | 0.9111 | 0.9545 |
78
- | No log | 1.3171 | 54 | 0.9723 | 0.3915 | 0.9723 | 0.9861 |
79
- | No log | 1.3659 | 56 | 0.9607 | 0.4073 | 0.9607 | 0.9801 |
80
- | No log | 1.4146 | 58 | 0.9624 | 0.3960 | 0.9624 | 0.9810 |
81
- | No log | 1.4634 | 60 | 0.9829 | 0.4093 | 0.9829 | 0.9914 |
82
- | No log | 1.5122 | 62 | 0.8727 | 0.5094 | 0.8727 | 0.9342 |
83
- | No log | 1.5610 | 64 | 0.8821 | 0.4460 | 0.8821 | 0.9392 |
84
- | No log | 1.6098 | 66 | 0.8302 | 0.4676 | 0.8302 | 0.9112 |
85
- | No log | 1.6585 | 68 | 0.8204 | 0.4946 | 0.8204 | 0.9057 |
86
- | No log | 1.7073 | 70 | 0.7978 | 0.5056 | 0.7978 | 0.8932 |
87
- | No log | 1.7561 | 72 | 0.7837 | 0.4675 | 0.7837 | 0.8853 |
88
- | No log | 1.8049 | 74 | 1.0204 | 0.4011 | 1.0204 | 1.0101 |
89
- | No log | 1.8537 | 76 | 0.9708 | 0.4011 | 0.9708 | 0.9853 |
90
- | No log | 1.9024 | 78 | 0.7390 | 0.4537 | 0.7390 | 0.8597 |
91
- | No log | 1.9512 | 80 | 0.7212 | 0.5273 | 0.7212 | 0.8493 |
92
- | No log | 2.0 | 82 | 0.7383 | 0.4778 | 0.7383 | 0.8592 |
93
- | No log | 2.0488 | 84 | 0.7564 | 0.4935 | 0.7564 | 0.8697 |
94
- | No log | 2.0976 | 86 | 0.7959 | 0.5073 | 0.7959 | 0.8921 |
95
- | No log | 2.1463 | 88 | 0.7686 | 0.5795 | 0.7686 | 0.8767 |
96
- | No log | 2.1951 | 90 | 0.7053 | 0.5771 | 0.7053 | 0.8398 |
97
- | No log | 2.2439 | 92 | 0.7022 | 0.5455 | 0.7022 | 0.8380 |
98
- | No log | 2.2927 | 94 | 0.7007 | 0.5010 | 0.7007 | 0.8371 |
99
- | No log | 2.3415 | 96 | 0.7254 | 0.5301 | 0.7254 | 0.8517 |
100
- | No log | 2.3902 | 98 | 0.8535 | 0.4903 | 0.8535 | 0.9239 |
101
- | No log | 2.4390 | 100 | 0.7840 | 0.3915 | 0.7840 | 0.8854 |
102
- | No log | 2.4878 | 102 | 0.7848 | 0.4180 | 0.7848 | 0.8859 |
103
- | No log | 2.5366 | 104 | 0.7950 | 0.4180 | 0.7950 | 0.8916 |
104
- | No log | 2.5854 | 106 | 0.7800 | 0.4285 | 0.7800 | 0.8832 |
105
- | No log | 2.6341 | 108 | 1.1376 | 0.2727 | 1.1376 | 1.0666 |
106
- | No log | 2.6829 | 110 | 1.3287 | 0.2229 | 1.3287 | 1.1527 |
107
- | No log | 2.7317 | 112 | 1.0631 | 0.3519 | 1.0631 | 1.0311 |
108
- | No log | 2.7805 | 114 | 0.6715 | 0.5529 | 0.6715 | 0.8194 |
109
- | No log | 2.8293 | 116 | 0.8103 | 0.4318 | 0.8103 | 0.9002 |
110
- | No log | 2.8780 | 118 | 0.9122 | 0.4216 | 0.9122 | 0.9551 |
111
- | No log | 2.9268 | 120 | 0.7602 | 0.4801 | 0.7602 | 0.8719 |
112
- | No log | 2.9756 | 122 | 0.6663 | 0.5631 | 0.6663 | 0.8163 |
113
- | No log | 3.0244 | 124 | 0.8639 | 0.4608 | 0.8639 | 0.9294 |
114
- | No log | 3.0732 | 126 | 0.8768 | 0.4201 | 0.8768 | 0.9364 |
115
- | No log | 3.1220 | 128 | 0.7204 | 0.5214 | 0.7204 | 0.8487 |
116
- | No log | 3.1707 | 130 | 0.7273 | 0.5521 | 0.7273 | 0.8528 |
117
- | No log | 3.2195 | 132 | 0.9175 | 0.4476 | 0.9175 | 0.9579 |
118
- | No log | 3.2683 | 134 | 0.8889 | 0.4681 | 0.8889 | 0.9428 |
119
- | No log | 3.3171 | 136 | 0.7619 | 0.5279 | 0.7619 | 0.8729 |
120
- | No log | 3.3659 | 138 | 0.6911 | 0.5883 | 0.6911 | 0.8313 |
121
- | No log | 3.4146 | 140 | 0.6559 | 0.6133 | 0.6559 | 0.8099 |
122
- | No log | 3.4634 | 142 | 0.6723 | 0.5992 | 0.6723 | 0.8199 |
123
- | No log | 3.5122 | 144 | 0.6977 | 0.5651 | 0.6977 | 0.8353 |
124
- | No log | 3.5610 | 146 | 0.6791 | 0.5775 | 0.6791 | 0.8240 |
125
- | No log | 3.6098 | 148 | 0.6422 | 0.6219 | 0.6422 | 0.8014 |
126
- | No log | 3.6585 | 150 | 0.7588 | 0.4563 | 0.7588 | 0.8711 |
127
- | No log | 3.7073 | 152 | 0.6725 | 0.5548 | 0.6725 | 0.8201 |
128
- | No log | 3.7561 | 154 | 0.6423 | 0.6014 | 0.6423 | 0.8014 |
129
- | No log | 3.8049 | 156 | 0.7399 | 0.6230 | 0.7399 | 0.8601 |
130
- | No log | 3.8537 | 158 | 0.7295 | 0.6209 | 0.7295 | 0.8541 |
131
- | No log | 3.9024 | 160 | 0.6612 | 0.6828 | 0.6612 | 0.8131 |
132
- | No log | 3.9512 | 162 | 0.7206 | 0.4906 | 0.7206 | 0.8489 |
133
- | No log | 4.0 | 164 | 0.7663 | 0.5030 | 0.7663 | 0.8754 |
134
- | No log | 4.0488 | 166 | 0.6747 | 0.6392 | 0.6747 | 0.8214 |
135
- | No log | 4.0976 | 168 | 0.7135 | 0.5718 | 0.7135 | 0.8447 |
136
- | No log | 4.1463 | 170 | 0.7171 | 0.5964 | 0.7171 | 0.8468 |
137
- | No log | 4.1951 | 172 | 0.6825 | 0.5388 | 0.6825 | 0.8261 |
138
- | No log | 4.2439 | 174 | 0.7304 | 0.5111 | 0.7304 | 0.8546 |
139
- | No log | 4.2927 | 176 | 0.8987 | 0.5160 | 0.8987 | 0.9480 |
140
- | No log | 4.3415 | 178 | 0.8351 | 0.5030 | 0.8351 | 0.9139 |
141
- | No log | 4.3902 | 180 | 0.6824 | 0.5759 | 0.6824 | 0.8261 |
142
- | No log | 4.4390 | 182 | 0.6930 | 0.5751 | 0.6930 | 0.8324 |
143
- | No log | 4.4878 | 184 | 0.7568 | 0.5610 | 0.7568 | 0.8700 |
144
- | No log | 4.5366 | 186 | 0.7125 | 0.5610 | 0.7125 | 0.8441 |
145
- | No log | 4.5854 | 188 | 0.6277 | 0.5986 | 0.6277 | 0.7922 |
146
- | No log | 4.6341 | 190 | 0.6293 | 0.5672 | 0.6293 | 0.7933 |
147
- | No log | 4.6829 | 192 | 0.7750 | 0.5614 | 0.7750 | 0.8803 |
148
- | No log | 4.7317 | 194 | 0.8214 | 0.5283 | 0.8214 | 0.9063 |
149
- | No log | 4.7805 | 196 | 0.7239 | 0.5123 | 0.7239 | 0.8508 |
150
- | No log | 4.8293 | 198 | 0.6487 | 0.5644 | 0.6487 | 0.8054 |
151
- | No log | 4.8780 | 200 | 0.6630 | 0.5909 | 0.6630 | 0.8143 |
152
- | No log | 4.9268 | 202 | 0.6840 | 0.6112 | 0.6840 | 0.8271 |
153
- | No log | 4.9756 | 204 | 0.6936 | 0.5992 | 0.6936 | 0.8328 |
154
- | No log | 5.0244 | 206 | 0.6683 | 0.5149 | 0.6683 | 0.8175 |
155
- | No log | 5.0732 | 208 | 0.6819 | 0.5149 | 0.6819 | 0.8258 |
156
- | No log | 5.1220 | 210 | 0.7037 | 0.5017 | 0.7037 | 0.8389 |
157
- | No log | 5.1707 | 212 | 0.7275 | 0.4862 | 0.7275 | 0.8529 |
158
- | No log | 5.2195 | 214 | 0.7276 | 0.4903 | 0.7276 | 0.8530 |
159
- | No log | 5.2683 | 216 | 0.7169 | 0.4903 | 0.7169 | 0.8467 |
160
- | No log | 5.3171 | 218 | 0.7152 | 0.5937 | 0.7152 | 0.8457 |
161
- | No log | 5.3659 | 220 | 0.6975 | 0.6340 | 0.6975 | 0.8352 |
162
- | No log | 5.4146 | 222 | 0.6477 | 0.6424 | 0.6477 | 0.8048 |
163
- | No log | 5.4634 | 224 | 0.6852 | 0.5430 | 0.6852 | 0.8278 |
164
- | No log | 5.5122 | 226 | 0.6991 | 0.4998 | 0.6991 | 0.8362 |
165
- | No log | 5.5610 | 228 | 0.6782 | 0.5069 | 0.6782 | 0.8235 |
166
- | No log | 5.6098 | 230 | 0.6659 | 0.5168 | 0.6659 | 0.8160 |
167
- | No log | 5.6585 | 232 | 0.6721 | 0.6508 | 0.6721 | 0.8198 |
168
- | No log | 5.7073 | 234 | 0.6565 | 0.6262 | 0.6565 | 0.8102 |
169
- | No log | 5.7561 | 236 | 0.6564 | 0.5492 | 0.6564 | 0.8102 |
170
- | No log | 5.8049 | 238 | 0.6950 | 0.5690 | 0.6950 | 0.8337 |
171
- | No log | 5.8537 | 240 | 0.7092 | 0.5974 | 0.7092 | 0.8421 |
172
- | No log | 5.9024 | 242 | 0.8103 | 0.5447 | 0.8103 | 0.9002 |
173
- | No log | 5.9512 | 244 | 0.7568 | 0.5547 | 0.7568 | 0.8699 |
174
- | No log | 6.0 | 246 | 0.7026 | 0.5333 | 0.7026 | 0.8382 |
175
- | No log | 6.0488 | 248 | 0.7143 | 0.5333 | 0.7143 | 0.8452 |
176
- | No log | 6.0976 | 250 | 0.7207 | 0.5333 | 0.7207 | 0.8490 |
177
- | No log | 6.1463 | 252 | 0.6714 | 0.5908 | 0.6714 | 0.8194 |
178
- | No log | 6.1951 | 254 | 0.6361 | 0.5783 | 0.6361 | 0.7976 |
179
- | No log | 6.2439 | 256 | 0.6294 | 0.5302 | 0.6294 | 0.7934 |
180
- | No log | 6.2927 | 258 | 0.6445 | 0.5316 | 0.6445 | 0.8028 |
181
- | No log | 6.3415 | 260 | 0.7406 | 0.5243 | 0.7406 | 0.8606 |
182
- | No log | 6.3902 | 262 | 0.9098 | 0.4871 | 0.9098 | 0.9538 |
183
- | No log | 6.4390 | 264 | 1.0444 | 0.4354 | 1.0444 | 1.0219 |
184
- | No log | 6.4878 | 266 | 0.9116 | 0.4994 | 0.9116 | 0.9548 |
185
- | No log | 6.5366 | 268 | 0.7141 | 0.5103 | 0.7141 | 0.8450 |
186
- | No log | 6.5854 | 270 | 0.6410 | 0.5316 | 0.6410 | 0.8006 |
187
- | No log | 6.6341 | 272 | 0.6469 | 0.5302 | 0.6469 | 0.8043 |
188
- | No log | 6.6829 | 274 | 0.6596 | 0.5033 | 0.6596 | 0.8122 |
189
- | No log | 6.7317 | 276 | 0.6893 | 0.4919 | 0.6893 | 0.8303 |
190
- | No log | 6.7805 | 278 | 0.6826 | 0.4781 | 0.6826 | 0.8262 |
191
- | No log | 6.8293 | 280 | 0.6628 | 0.5033 | 0.6628 | 0.8141 |
192
- | No log | 6.8780 | 282 | 0.6556 | 0.5722 | 0.6556 | 0.8097 |
193
- | No log | 6.9268 | 284 | 0.7072 | 0.5642 | 0.7072 | 0.8409 |
194
- | No log | 6.9756 | 286 | 0.7521 | 0.5385 | 0.7521 | 0.8672 |
195
- | No log | 7.0244 | 288 | 0.7062 | 0.5565 | 0.7062 | 0.8404 |
196
- | No log | 7.0732 | 290 | 0.6788 | 0.5618 | 0.6788 | 0.8239 |
197
- | No log | 7.1220 | 292 | 0.6689 | 0.5302 | 0.6689 | 0.8179 |
198
- | No log | 7.1707 | 294 | 0.6493 | 0.5316 | 0.6493 | 0.8058 |
199
- | No log | 7.2195 | 296 | 0.6300 | 0.6150 | 0.6300 | 0.7938 |
200
- | No log | 7.2683 | 298 | 0.6073 | 0.6262 | 0.6073 | 0.7793 |
201
- | No log | 7.3171 | 300 | 0.6395 | 0.5858 | 0.6395 | 0.7997 |
202
- | No log | 7.3659 | 302 | 0.6335 | 0.5975 | 0.6335 | 0.7959 |
203
- | No log | 7.4146 | 304 | 0.6460 | 0.6082 | 0.6460 | 0.8037 |
204
- | No log | 7.4634 | 306 | 0.6378 | 0.5740 | 0.6378 | 0.7986 |
205
- | No log | 7.5122 | 308 | 0.5932 | 0.6054 | 0.5932 | 0.7702 |
206
- | No log | 7.5610 | 310 | 0.6193 | 0.5914 | 0.6193 | 0.7870 |
207
- | No log | 7.6098 | 312 | 0.6477 | 0.5067 | 0.6477 | 0.8048 |
208
- | No log | 7.6585 | 314 | 0.6560 | 0.4303 | 0.6560 | 0.8099 |
209
- | No log | 7.7073 | 316 | 0.7114 | 0.4273 | 0.7114 | 0.8435 |
210
- | No log | 7.7561 | 318 | 0.7569 | 0.5192 | 0.7569 | 0.8700 |
211
- | No log | 7.8049 | 320 | 0.7159 | 0.5701 | 0.7159 | 0.8461 |
212
- | No log | 7.8537 | 322 | 0.6247 | 0.6525 | 0.6247 | 0.7904 |
213
- | No log | 7.9024 | 324 | 0.5653 | 0.7184 | 0.5653 | 0.7519 |
214
- | No log | 7.9512 | 326 | 0.5608 | 0.6973 | 0.5608 | 0.7489 |
215
- | No log | 8.0 | 328 | 0.5686 | 0.6675 | 0.5686 | 0.7541 |
216
- | No log | 8.0488 | 330 | 0.6008 | 0.5230 | 0.6008 | 0.7751 |
217
- | No log | 8.0976 | 332 | 0.6060 | 0.5230 | 0.6060 | 0.7785 |
218
- | No log | 8.1463 | 334 | 0.5974 | 0.4983 | 0.5974 | 0.7729 |
219
- | No log | 8.1951 | 336 | 0.5884 | 0.6087 | 0.5884 | 0.7670 |
220
- | No log | 8.2439 | 338 | 0.5908 | 0.6087 | 0.5908 | 0.7686 |
221
- | No log | 8.2927 | 340 | 0.5977 | 0.6417 | 0.5977 | 0.7731 |
222
- | No log | 8.3415 | 342 | 0.6252 | 0.5932 | 0.6252 | 0.7907 |
223
- | No log | 8.3902 | 344 | 0.6827 | 0.5992 | 0.6827 | 0.8263 |
224
- | No log | 8.4390 | 346 | 0.7141 | 0.5872 | 0.7141 | 0.8450 |
225
- | No log | 8.4878 | 348 | 0.6440 | 0.5698 | 0.6440 | 0.8025 |
226
- | No log | 8.5366 | 350 | 0.6023 | 0.6186 | 0.6023 | 0.7761 |
227
- | No log | 8.5854 | 352 | 0.5988 | 0.6175 | 0.5988 | 0.7738 |
228
- | No log | 8.6341 | 354 | 0.5936 | 0.6175 | 0.5936 | 0.7705 |
229
- | No log | 8.6829 | 356 | 0.5874 | 0.6175 | 0.5874 | 0.7664 |
230
- | No log | 8.7317 | 358 | 0.5995 | 0.6133 | 0.5995 | 0.7743 |
231
- | No log | 8.7805 | 360 | 0.5958 | 0.6133 | 0.5958 | 0.7719 |
232
- | No log | 8.8293 | 362 | 0.5936 | 0.5898 | 0.5936 | 0.7704 |
233
- | No log | 8.8780 | 364 | 0.6073 | 0.4951 | 0.6073 | 0.7793 |
234
- | No log | 8.9268 | 366 | 0.6216 | 0.4781 | 0.6216 | 0.7884 |
235
- | No log | 8.9756 | 368 | 0.6471 | 0.5391 | 0.6471 | 0.8044 |
236
- | No log | 9.0244 | 370 | 0.6576 | 0.5937 | 0.6576 | 0.8109 |
237
- | No log | 9.0732 | 372 | 0.6434 | 0.6209 | 0.6434 | 0.8021 |
238
- | No log | 9.1220 | 374 | 0.5985 | 0.6519 | 0.5985 | 0.7736 |
239
- | No log | 9.1707 | 376 | 0.5900 | 0.6275 | 0.5900 | 0.7681 |
240
- | No log | 9.2195 | 378 | 0.6410 | 0.6204 | 0.6410 | 0.8006 |
241
- | No log | 9.2683 | 380 | 0.6093 | 0.5917 | 0.6093 | 0.7806 |
242
- | No log | 9.3171 | 382 | 0.6233 | 0.5588 | 0.6233 | 0.7895 |
243
- | No log | 9.3659 | 384 | 0.6053 | 0.5704 | 0.6053 | 0.7780 |
244
- | No log | 9.4146 | 386 | 0.6187 | 0.5588 | 0.6187 | 0.7866 |
245
- | No log | 9.4634 | 388 | 0.6460 | 0.5588 | 0.6460 | 0.8037 |
246
- | No log | 9.5122 | 390 | 0.6530 | 0.5588 | 0.6530 | 0.8081 |
247
- | No log | 9.5610 | 392 | 0.6591 | 0.5588 | 0.6591 | 0.8119 |
248
- | No log | 9.6098 | 394 | 0.6370 | 0.4953 | 0.6370 | 0.7982 |
249
- | No log | 9.6585 | 396 | 0.6399 | 0.6154 | 0.6399 | 0.8000 |
250
- | No log | 9.7073 | 398 | 0.6686 | 0.5787 | 0.6686 | 0.8177 |
251
- | No log | 9.7561 | 400 | 0.6420 | 0.6252 | 0.6420 | 0.8013 |
252
- | No log | 9.8049 | 402 | 0.6570 | 0.6090 | 0.6570 | 0.8106 |
253
- | No log | 9.8537 | 404 | 0.7136 | 0.5443 | 0.7136 | 0.8447 |
254
- | No log | 9.9024 | 406 | 0.6747 | 0.5759 | 0.6747 | 0.8214 |
255
- | No log | 9.9512 | 408 | 0.6210 | 0.6417 | 0.6210 | 0.7881 |
256
- | No log | 10.0 | 410 | 0.6275 | 0.6370 | 0.6275 | 0.7922 |
257
- | No log | 10.0488 | 412 | 0.6288 | 0.6479 | 0.6288 | 0.7930 |
258
- | No log | 10.0976 | 414 | 0.6260 | 0.6209 | 0.6260 | 0.7912 |
259
- | No log | 10.1463 | 416 | 0.6832 | 0.5005 | 0.6832 | 0.8265 |
260
- | No log | 10.1951 | 418 | 0.7395 | 0.5151 | 0.7395 | 0.8600 |
261
- | No log | 10.2439 | 420 | 0.7006 | 0.5368 | 0.7006 | 0.8370 |
262
- | No log | 10.2927 | 422 | 0.6450 | 0.5794 | 0.6450 | 0.8031 |
263
- | No log | 10.3415 | 424 | 0.6080 | 0.6209 | 0.6080 | 0.7798 |
264
- | No log | 10.3902 | 426 | 0.6193 | 0.6276 | 0.6193 | 0.7870 |
265
- | No log | 10.4390 | 428 | 0.6113 | 0.6322 | 0.6113 | 0.7819 |
266
- | No log | 10.4878 | 430 | 0.6016 | 0.6322 | 0.6016 | 0.7757 |
267
- | No log | 10.5366 | 432 | 0.5905 | 0.6456 | 0.5905 | 0.7684 |
268
- | No log | 10.5854 | 434 | 0.5863 | 0.5898 | 0.5863 | 0.7657 |
269
- | No log | 10.6341 | 436 | 0.5806 | 0.5898 | 0.5806 | 0.7619 |
270
- | No log | 10.6829 | 438 | 0.5822 | 0.6332 | 0.5822 | 0.7630 |
271
- | No log | 10.7317 | 440 | 0.5968 | 0.6322 | 0.5968 | 0.7725 |
272
- | No log | 10.7805 | 442 | 0.6005 | 0.6322 | 0.6005 | 0.7749 |
273
- | No log | 10.8293 | 444 | 0.6180 | 0.6165 | 0.6180 | 0.7861 |
274
- | No log | 10.8780 | 446 | 0.5963 | 0.6096 | 0.5963 | 0.7722 |
275
- | No log | 10.9268 | 448 | 0.6012 | 0.6517 | 0.6012 | 0.7753 |
276
- | No log | 10.9756 | 450 | 0.6090 | 0.6593 | 0.6090 | 0.7804 |
277
- | No log | 11.0244 | 452 | 0.6186 | 0.6133 | 0.6186 | 0.7865 |
278
- | No log | 11.0732 | 454 | 0.6254 | 0.6239 | 0.6254 | 0.7908 |
279
- | No log | 11.1220 | 456 | 0.6265 | 0.6272 | 0.6265 | 0.7915 |
280
- | No log | 11.1707 | 458 | 0.6270 | 0.5644 | 0.6270 | 0.7918 |
281
- | No log | 11.2195 | 460 | 0.6270 | 0.5408 | 0.6270 | 0.7918 |
282
- | No log | 11.2683 | 462 | 0.6252 | 0.5640 | 0.6252 | 0.7907 |
283
- | No log | 11.3171 | 464 | 0.6121 | 0.5640 | 0.6121 | 0.7824 |
284
- | No log | 11.3659 | 466 | 0.5975 | 0.5666 | 0.5975 | 0.7730 |
285
- | No log | 11.4146 | 468 | 0.6690 | 0.6092 | 0.6690 | 0.8179 |
286
- | No log | 11.4634 | 470 | 0.7243 | 0.5743 | 0.7243 | 0.8510 |
287
- | No log | 11.5122 | 472 | 0.6587 | 0.6485 | 0.6587 | 0.8116 |
288
- | No log | 11.5610 | 474 | 0.5851 | 0.5910 | 0.5851 | 0.7649 |
289
- | No log | 11.6098 | 476 | 0.5928 | 0.6286 | 0.5928 | 0.7699 |
290
- | No log | 11.6585 | 478 | 0.6032 | 0.6286 | 0.6032 | 0.7766 |
291
- | No log | 11.7073 | 480 | 0.5980 | 0.5631 | 0.5980 | 0.7733 |
292
- | No log | 11.7561 | 482 | 0.6236 | 0.6108 | 0.6236 | 0.7897 |
293
- | No log | 11.8049 | 484 | 0.6882 | 0.5565 | 0.6882 | 0.8295 |
294
- | No log | 11.8537 | 486 | 0.6681 | 0.6248 | 0.6681 | 0.8174 |
295
- | No log | 11.9024 | 488 | 0.6160 | 0.5562 | 0.6160 | 0.7849 |
296
- | No log | 11.9512 | 490 | 0.6090 | 0.5735 | 0.6090 | 0.7804 |
297
- | No log | 12.0 | 492 | 0.6081 | 0.6065 | 0.6081 | 0.7798 |
298
- | No log | 12.0488 | 494 | 0.6134 | 0.6070 | 0.6134 | 0.7832 |
299
- | No log | 12.0976 | 496 | 0.6281 | 0.6275 | 0.6281 | 0.7925 |
300
- | No log | 12.1463 | 498 | 0.6286 | 0.5999 | 0.6286 | 0.7929 |
301
- | 0.3149 | 12.1951 | 500 | 0.6260 | 0.5549 | 0.6260 | 0.7912 |
302
- | 0.3149 | 12.2439 | 502 | 0.6152 | 0.5402 | 0.6152 | 0.7844 |
303
- | 0.3149 | 12.2927 | 504 | 0.6034 | 0.6175 | 0.6034 | 0.7768 |
304
- | 0.3149 | 12.3415 | 506 | 0.5999 | 0.7018 | 0.5999 | 0.7745 |
305
- | 0.3149 | 12.3902 | 508 | 0.5997 | 0.7047 | 0.5997 | 0.7744 |
306
- | 0.3149 | 12.4390 | 510 | 0.6027 | 0.6675 | 0.6027 | 0.7764 |
307
- | 0.3149 | 12.4878 | 512 | 0.6097 | 0.6838 | 0.6097 | 0.7808 |
308
- | 0.3149 | 12.5366 | 514 | 0.6176 | 0.6262 | 0.6176 | 0.7859 |
309
- | 0.3149 | 12.5854 | 516 | 0.6289 | 0.5405 | 0.6289 | 0.7930 |
310
- | 0.3149 | 12.6341 | 518 | 0.6340 | 0.5536 | 0.6340 | 0.7962 |
311
- | 0.3149 | 12.6829 | 520 | 0.6427 | 0.5926 | 0.6427 | 0.8017 |
312
- | 0.3149 | 12.7317 | 522 | 0.6461 | 0.5938 | 0.6461 | 0.8038 |
313
- | 0.3149 | 12.7805 | 524 | 0.6385 | 0.5690 | 0.6385 | 0.7991 |
314
- | 0.3149 | 12.8293 | 526 | 0.6324 | 0.5288 | 0.6324 | 0.7953 |
315
- | 0.3149 | 12.8780 | 528 | 0.6345 | 0.5274 | 0.6345 | 0.7965 |
316
- | 0.3149 | 12.9268 | 530 | 0.6471 | 0.5490 | 0.6471 | 0.8044 |
317
- | 0.3149 | 12.9756 | 532 | 0.6559 | 0.5288 | 0.6559 | 0.8099 |
318
- | 0.3149 | 13.0244 | 534 | 0.6814 | 0.5703 | 0.6814 | 0.8255 |
319
- | 0.3149 | 13.0732 | 536 | 0.6860 | 0.5703 | 0.6860 | 0.8282 |
320
- | 0.3149 | 13.1220 | 538 | 0.6652 | 0.5168 | 0.6652 | 0.8156 |
321
- | 0.3149 | 13.1707 | 540 | 0.6581 | 0.5168 | 0.6581 | 0.8112 |
322
- | 0.3149 | 13.2195 | 542 | 0.6575 | 0.5926 | 0.6575 | 0.8109 |
323
- | 0.3149 | 13.2683 | 544 | 0.6481 | 0.5419 | 0.6481 | 0.8051 |
324
- | 0.3149 | 13.3171 | 546 | 0.6610 | 0.5698 | 0.6610 | 0.8130 |
325
- | 0.3149 | 13.3659 | 548 | 0.7093 | 0.5070 | 0.7093 | 0.8422 |
326
- | 0.3149 | 13.4146 | 550 | 0.7042 | 0.5070 | 0.7042 | 0.8392 |
327
- | 0.3149 | 13.4634 | 552 | 0.6539 | 0.6165 | 0.6539 | 0.8086 |
328
- | 0.3149 | 13.5122 | 554 | 0.6462 | 0.5409 | 0.6462 | 0.8039 |
329
- | 0.3149 | 13.5610 | 556 | 0.7141 | 0.5997 | 0.7141 | 0.8450 |
330
- | 0.3149 | 13.6098 | 558 | 0.7308 | 0.5547 | 0.7308 | 0.8549 |
331
- | 0.3149 | 13.6585 | 560 | 0.6648 | 0.6298 | 0.6648 | 0.8154 |
332
- | 0.3149 | 13.7073 | 562 | 0.6142 | 0.6307 | 0.6142 | 0.7837 |
333
- | 0.3149 | 13.7561 | 564 | 0.6097 | 0.6165 | 0.6097 | 0.7808 |
334
- | 0.3149 | 13.8049 | 566 | 0.6202 | 0.5894 | 0.6202 | 0.7875 |
335
- | 0.3149 | 13.8537 | 568 | 0.6168 | 0.5798 | 0.6168 | 0.7854 |
336
- | 0.3149 | 13.9024 | 570 | 0.5903 | 0.6165 | 0.5903 | 0.7683 |
337
- | 0.3149 | 13.9512 | 572 | 0.5758 | 0.6054 | 0.5758 | 0.7588 |
338
- | 0.3149 | 14.0 | 574 | 0.5736 | 0.6579 | 0.5736 | 0.7574 |
339
- | 0.3149 | 14.0488 | 576 | 0.5675 | 0.6822 | 0.5675 | 0.7533 |
340
- | 0.3149 | 14.0976 | 578 | 0.5519 | 0.6658 | 0.5519 | 0.7429 |
341
- | 0.3149 | 14.1463 | 580 | 0.5533 | 0.6415 | 0.5533 | 0.7438 |
342
- | 0.3149 | 14.1951 | 582 | 0.5548 | 0.6680 | 0.5548 | 0.7449 |
343
- | 0.3149 | 14.2439 | 584 | 0.5621 | 0.6846 | 0.5621 | 0.7497 |
344
- | 0.3149 | 14.2927 | 586 | 0.5600 | 0.6431 | 0.5600 | 0.7483 |
345
- | 0.3149 | 14.3415 | 588 | 0.5803 | 0.6721 | 0.5803 | 0.7618 |
346
- | 0.3149 | 14.3902 | 590 | 0.6073 | 0.6461 | 0.6073 | 0.7793 |
347
- | 0.3149 | 14.4390 | 592 | 0.5969 | 0.6275 | 0.5969 | 0.7726 |
348
- | 0.3149 | 14.4878 | 594 | 0.6077 | 0.6275 | 0.6077 | 0.7796 |
349
- | 0.3149 | 14.5366 | 596 | 0.6145 | 0.6275 | 0.6145 | 0.7839 |
350
- | 0.3149 | 14.5854 | 598 | 0.5878 | 0.6275 | 0.5878 | 0.7667 |
351
- | 0.3149 | 14.6341 | 600 | 0.5841 | 0.6275 | 0.5841 | 0.7642 |
352
- | 0.3149 | 14.6829 | 602 | 0.6060 | 0.6072 | 0.6060 | 0.7785 |
353
- | 0.3149 | 14.7317 | 604 | 0.6085 | 0.5971 | 0.6085 | 0.7800 |
354
- | 0.3149 | 14.7805 | 606 | 0.6240 | 0.5981 | 0.6240 | 0.7899 |
355
- | 0.3149 | 14.8293 | 608 | 0.6680 | 0.5595 | 0.6680 | 0.8173 |
356
- | 0.3149 | 14.8780 | 610 | 0.6524 | 0.5841 | 0.6524 | 0.8077 |
357
- | 0.3149 | 14.9268 | 612 | 0.6379 | 0.6043 | 0.6379 | 0.7987 |
358
- | 0.3149 | 14.9756 | 614 | 0.5969 | 0.6545 | 0.5969 | 0.7726 |
359
- | 0.3149 | 15.0244 | 616 | 0.5847 | 0.6275 | 0.5847 | 0.7647 |
360
- | 0.3149 | 15.0732 | 618 | 0.5895 | 0.6234 | 0.5895 | 0.7678 |
361
- | 0.3149 | 15.1220 | 620 | 0.5894 | 0.6606 | 0.5894 | 0.7677 |
362
- | 0.3149 | 15.1707 | 622 | 0.6157 | 0.6509 | 0.6157 | 0.7846 |
363
- | 0.3149 | 15.2195 | 624 | 0.6407 | 0.6537 | 0.6407 | 0.8005 |
364
- | 0.3149 | 15.2683 | 626 | 0.6256 | 0.5966 | 0.6256 | 0.7910 |
365
- | 0.3149 | 15.3171 | 628 | 0.6270 | 0.5665 | 0.6270 | 0.7918 |
366
- | 0.3149 | 15.3659 | 630 | 0.6583 | 0.5451 | 0.6583 | 0.8114 |
367
- | 0.3149 | 15.4146 | 632 | 0.6558 | 0.5553 | 0.6558 | 0.8098 |
368
- | 0.3149 | 15.4634 | 634 | 0.6328 | 0.5807 | 0.6328 | 0.7955 |
369
- | 0.3149 | 15.5122 | 636 | 0.6475 | 0.5138 | 0.6475 | 0.8047 |
370
- | 0.3149 | 15.5610 | 638 | 0.6971 | 0.4336 | 0.6971 | 0.8349 |
371
- | 0.3149 | 15.6098 | 640 | 0.7309 | 0.3802 | 0.7309 | 0.8549 |
372
- | 0.3149 | 15.6585 | 642 | 0.7049 | 0.4473 | 0.7049 | 0.8396 |
373
- | 0.3149 | 15.7073 | 644 | 0.6448 | 0.5153 | 0.6448 | 0.8030 |
374
 
375
 
376
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task5_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: 0.5775
19
+ - Qwk: 0.6470
20
+ - Mse: 0.5775
21
+ - Rmse: 0.7599
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 4.0568 | -0.0174 | 4.0568 | 2.0142 |
53
+ | No log | 0.0851 | 4 | 2.4043 | 0.0014 | 2.4043 | 1.5506 |
54
+ | No log | 0.1277 | 6 | 2.0332 | -0.0111 | 2.0332 | 1.4259 |
55
+ | No log | 0.1702 | 8 | 1.1460 | 0.1426 | 1.1460 | 1.0705 |
56
+ | No log | 0.2128 | 10 | 1.1926 | 0.0293 | 1.1926 | 1.0920 |
57
+ | No log | 0.2553 | 12 | 1.6686 | -0.0858 | 1.6686 | 1.2917 |
58
+ | No log | 0.2979 | 14 | 1.6574 | -0.0858 | 1.6574 | 1.2874 |
59
+ | No log | 0.3404 | 16 | 1.4189 | -0.0858 | 1.4189 | 1.1912 |
60
+ | No log | 0.3830 | 18 | 1.2863 | -0.0477 | 1.2863 | 1.1341 |
61
+ | No log | 0.4255 | 20 | 1.1859 | 0.1176 | 1.1859 | 1.0890 |
62
+ | No log | 0.4681 | 22 | 1.1302 | 0.2692 | 1.1302 | 1.0631 |
63
+ | No log | 0.5106 | 24 | 1.1241 | 0.2787 | 1.1241 | 1.0602 |
64
+ | No log | 0.5532 | 26 | 1.1141 | 0.2912 | 1.1141 | 1.0555 |
65
+ | No log | 0.5957 | 28 | 1.1284 | 0.1389 | 1.1284 | 1.0623 |
66
+ | No log | 0.6383 | 30 | 1.1268 | 0.1631 | 1.1268 | 1.0615 |
67
+ | No log | 0.6809 | 32 | 1.1620 | 0.0938 | 1.1620 | 1.0779 |
68
+ | No log | 0.7234 | 34 | 1.1801 | 0.0466 | 1.1801 | 1.0863 |
69
+ | No log | 0.7660 | 36 | 1.1574 | 0.1296 | 1.1574 | 1.0758 |
70
+ | No log | 0.8085 | 38 | 1.1175 | 0.1509 | 1.1175 | 1.0571 |
71
+ | No log | 0.8511 | 40 | 1.1649 | 0.1711 | 1.1649 | 1.0793 |
72
+ | No log | 0.8936 | 42 | 1.2084 | 0.1591 | 1.2084 | 1.0993 |
73
+ | No log | 0.9362 | 44 | 1.2767 | 0.0318 | 1.2767 | 1.1299 |
74
+ | No log | 0.9787 | 46 | 1.3148 | 0.0701 | 1.3148 | 1.1466 |
75
+ | No log | 1.0213 | 48 | 1.4443 | -0.0032 | 1.4443 | 1.2018 |
76
+ | No log | 1.0638 | 50 | 1.6010 | 0.0380 | 1.6010 | 1.2653 |
77
+ | No log | 1.1064 | 52 | 1.4612 | 0.0760 | 1.4612 | 1.2088 |
78
+ | No log | 1.1489 | 54 | 1.1901 | 0.1433 | 1.1901 | 1.0909 |
79
+ | No log | 1.1915 | 56 | 1.0081 | 0.3577 | 1.0081 | 1.0041 |
80
+ | No log | 1.2340 | 58 | 0.9894 | 0.2370 | 0.9894 | 0.9947 |
81
+ | No log | 1.2766 | 60 | 1.0339 | 0.2478 | 1.0339 | 1.0168 |
82
+ | No log | 1.3191 | 62 | 0.9449 | 0.3428 | 0.9449 | 0.9721 |
83
+ | No log | 1.3617 | 64 | 1.0186 | 0.3738 | 1.0186 | 1.0092 |
84
+ | No log | 1.4043 | 66 | 1.1030 | 0.3521 | 1.1030 | 1.0503 |
85
+ | No log | 1.4468 | 68 | 0.9725 | 0.3391 | 0.9725 | 0.9862 |
86
+ | No log | 1.4894 | 70 | 0.9160 | 0.3937 | 0.9160 | 0.9571 |
87
+ | No log | 1.5319 | 72 | 0.9540 | 0.3969 | 0.9540 | 0.9767 |
88
+ | No log | 1.5745 | 74 | 0.9525 | 0.4175 | 0.9525 | 0.9760 |
89
+ | No log | 1.6170 | 76 | 1.2637 | 0.3528 | 1.2637 | 1.1242 |
90
+ | No log | 1.6596 | 78 | 1.5836 | 0.2086 | 1.5836 | 1.2584 |
91
+ | No log | 1.7021 | 80 | 1.3278 | 0.3646 | 1.3278 | 1.1523 |
92
+ | No log | 1.7447 | 82 | 1.0764 | 0.3681 | 1.0764 | 1.0375 |
93
+ | No log | 1.7872 | 84 | 1.2287 | 0.3400 | 1.2287 | 1.1085 |
94
+ | No log | 1.8298 | 86 | 1.2764 | 0.3373 | 1.2764 | 1.1298 |
95
+ | No log | 1.8723 | 88 | 1.2593 | 0.3336 | 1.2593 | 1.1222 |
96
+ | No log | 1.9149 | 90 | 0.9158 | 0.3864 | 0.9158 | 0.9570 |
97
+ | No log | 1.9574 | 92 | 0.7083 | 0.4854 | 0.7083 | 0.8416 |
98
+ | No log | 2.0 | 94 | 0.6711 | 0.4981 | 0.6711 | 0.8192 |
99
+ | No log | 2.0426 | 96 | 0.6570 | 0.5516 | 0.6570 | 0.8106 |
100
+ | No log | 2.0851 | 98 | 0.6746 | 0.5385 | 0.6746 | 0.8214 |
101
+ | No log | 2.1277 | 100 | 0.6715 | 0.5695 | 0.6715 | 0.8194 |
102
+ | No log | 2.1702 | 102 | 0.6270 | 0.5485 | 0.6270 | 0.7918 |
103
+ | No log | 2.2128 | 104 | 0.6436 | 0.5391 | 0.6436 | 0.8023 |
104
+ | No log | 2.2553 | 106 | 0.6519 | 0.5966 | 0.6519 | 0.8074 |
105
+ | No log | 2.2979 | 108 | 0.6434 | 0.5698 | 0.6434 | 0.8022 |
106
+ | No log | 2.3404 | 110 | 0.6132 | 0.5388 | 0.6132 | 0.7830 |
107
+ | No log | 2.3830 | 112 | 0.6054 | 0.6006 | 0.6054 | 0.7781 |
108
+ | No log | 2.4255 | 114 | 0.6507 | 0.5568 | 0.6507 | 0.8066 |
109
+ | No log | 2.4681 | 116 | 0.6107 | 0.6217 | 0.6107 | 0.7815 |
110
+ | No log | 2.5106 | 118 | 0.5713 | 0.6087 | 0.5713 | 0.7558 |
111
+ | No log | 2.5532 | 120 | 0.5476 | 0.5917 | 0.5476 | 0.7400 |
112
+ | No log | 2.5957 | 122 | 0.5708 | 0.6517 | 0.5708 | 0.7555 |
113
+ | No log | 2.6383 | 124 | 0.5938 | 0.6593 | 0.5938 | 0.7706 |
114
+ | No log | 2.6809 | 126 | 0.6029 | 0.6175 | 0.6029 | 0.7765 |
115
+ | No log | 2.7234 | 128 | 0.5990 | 0.5943 | 0.5990 | 0.7740 |
116
+ | No log | 2.7660 | 130 | 0.6322 | 0.5811 | 0.6322 | 0.7951 |
117
+ | No log | 2.8085 | 132 | 0.6248 | 0.5529 | 0.6248 | 0.7905 |
118
+ | No log | 2.8511 | 134 | 0.9085 | 0.5190 | 0.9085 | 0.9532 |
119
+ | No log | 2.8936 | 136 | 1.0124 | 0.4757 | 1.0124 | 1.0062 |
120
+ | No log | 2.9362 | 138 | 0.7140 | 0.5375 | 0.7140 | 0.8450 |
121
+ | No log | 2.9787 | 140 | 0.6816 | 0.4963 | 0.6816 | 0.8256 |
122
+ | No log | 3.0213 | 142 | 0.6921 | 0.4546 | 0.6921 | 0.8319 |
123
+ | No log | 3.0638 | 144 | 0.7280 | 0.4546 | 0.7280 | 0.8532 |
124
+ | No log | 3.1064 | 146 | 0.6962 | 0.4697 | 0.6962 | 0.8344 |
125
+ | No log | 3.1489 | 148 | 0.6866 | 0.4943 | 0.6866 | 0.8286 |
126
+ | No log | 3.1915 | 150 | 0.7252 | 0.4792 | 0.7252 | 0.8516 |
127
+ | No log | 3.2340 | 152 | 0.7783 | 0.5217 | 0.7783 | 0.8822 |
128
+ | No log | 3.2766 | 154 | 0.7228 | 0.5217 | 0.7228 | 0.8502 |
129
+ | No log | 3.3191 | 156 | 0.6205 | 0.5580 | 0.6205 | 0.7877 |
130
+ | No log | 3.3617 | 158 | 0.6317 | 0.4783 | 0.6317 | 0.7948 |
131
+ | No log | 3.4043 | 160 | 0.6539 | 0.4641 | 0.6539 | 0.8086 |
132
+ | No log | 3.4468 | 162 | 0.6815 | 0.4606 | 0.6815 | 0.8255 |
133
+ | No log | 3.4894 | 164 | 0.6980 | 0.4444 | 0.6980 | 0.8355 |
134
+ | No log | 3.5319 | 166 | 0.6953 | 0.4589 | 0.6953 | 0.8339 |
135
+ | No log | 3.5745 | 168 | 0.7034 | 0.4512 | 0.7034 | 0.8387 |
136
+ | No log | 3.6170 | 170 | 0.6760 | 0.4783 | 0.6760 | 0.8222 |
137
+ | No log | 3.6596 | 172 | 0.6699 | 0.4935 | 0.6699 | 0.8185 |
138
+ | No log | 3.7021 | 174 | 0.6846 | 0.5684 | 0.6846 | 0.8274 |
139
+ | No log | 3.7447 | 176 | 0.7563 | 0.6150 | 0.7563 | 0.8696 |
140
+ | No log | 3.7872 | 178 | 0.6604 | 0.5327 | 0.6604 | 0.8127 |
141
+ | No log | 3.8298 | 180 | 0.6797 | 0.5504 | 0.6797 | 0.8245 |
142
+ | No log | 3.8723 | 182 | 0.7258 | 0.5370 | 0.7258 | 0.8519 |
143
+ | No log | 3.9149 | 184 | 0.6601 | 0.5647 | 0.6601 | 0.8124 |
144
+ | No log | 3.9574 | 186 | 1.1192 | 0.4030 | 1.1192 | 1.0579 |
145
+ | No log | 4.0 | 188 | 1.9789 | 0.2171 | 1.9789 | 1.4067 |
146
+ | No log | 4.0426 | 190 | 2.1234 | 0.2072 | 2.1234 | 1.4572 |
147
+ | No log | 4.0851 | 192 | 1.6632 | 0.2259 | 1.6632 | 1.2896 |
148
+ | No log | 4.1277 | 194 | 0.9633 | 0.3243 | 0.9633 | 0.9815 |
149
+ | No log | 4.1702 | 196 | 0.7306 | 0.5056 | 0.7306 | 0.8548 |
150
+ | No log | 4.2128 | 198 | 0.9929 | 0.4641 | 0.9929 | 0.9965 |
151
+ | No log | 4.2553 | 200 | 0.9257 | 0.4420 | 0.9257 | 0.9621 |
152
+ | No log | 4.2979 | 202 | 0.7307 | 0.4949 | 0.7307 | 0.8548 |
153
+ | No log | 4.3404 | 204 | 0.6744 | 0.5153 | 0.6744 | 0.8212 |
154
+ | No log | 4.3830 | 206 | 0.6821 | 0.5183 | 0.6821 | 0.8259 |
155
+ | No log | 4.4255 | 208 | 0.6567 | 0.5033 | 0.6567 | 0.8104 |
156
+ | No log | 4.4681 | 210 | 0.7195 | 0.4952 | 0.7195 | 0.8482 |
157
+ | No log | 4.5106 | 212 | 0.7875 | 0.4818 | 0.7875 | 0.8874 |
158
+ | No log | 4.5532 | 214 | 0.9549 | 0.4987 | 0.9549 | 0.9772 |
159
+ | No log | 4.5957 | 216 | 1.0347 | 0.4277 | 1.0347 | 1.0172 |
160
+ | No log | 4.6383 | 218 | 0.9151 | 0.3453 | 0.9151 | 0.9566 |
161
+ | No log | 4.6809 | 220 | 0.7909 | 0.3960 | 0.7909 | 0.8893 |
162
+ | No log | 4.7234 | 222 | 0.7996 | 0.5441 | 0.7996 | 0.8942 |
163
+ | No log | 4.7660 | 224 | 0.8491 | 0.5495 | 0.8491 | 0.9214 |
164
+ | No log | 4.8085 | 226 | 0.7432 | 0.5706 | 0.7432 | 0.8621 |
165
+ | No log | 4.8511 | 228 | 0.6718 | 0.5346 | 0.6718 | 0.8196 |
166
+ | No log | 4.8936 | 230 | 0.7806 | 0.4921 | 0.7806 | 0.8835 |
167
+ | No log | 4.9362 | 232 | 0.7530 | 0.5137 | 0.7530 | 0.8678 |
168
+ | No log | 4.9787 | 234 | 0.6739 | 0.5206 | 0.6739 | 0.8209 |
169
+ | No log | 5.0213 | 236 | 0.6470 | 0.5495 | 0.6470 | 0.8043 |
170
+ | No log | 5.0638 | 238 | 0.6607 | 0.5703 | 0.6607 | 0.8128 |
171
+ | No log | 5.1064 | 240 | 0.6766 | 0.6047 | 0.6766 | 0.8225 |
172
+ | No log | 5.1489 | 242 | 0.7677 | 0.5708 | 0.7677 | 0.8762 |
173
+ | No log | 5.1915 | 244 | 0.7277 | 0.5928 | 0.7277 | 0.8530 |
174
+ | No log | 5.2340 | 246 | 0.7471 | 0.5898 | 0.7471 | 0.8643 |
175
+ | No log | 5.2766 | 248 | 0.7970 | 0.5379 | 0.7970 | 0.8927 |
176
+ | No log | 5.3191 | 250 | 0.7093 | 0.5568 | 0.7093 | 0.8422 |
177
+ | No log | 5.3617 | 252 | 0.7368 | 0.5199 | 0.7368 | 0.8584 |
178
+ | No log | 5.4043 | 254 | 0.9372 | 0.4729 | 0.9372 | 0.9681 |
179
+ | No log | 5.4468 | 256 | 1.0368 | 0.3944 | 1.0368 | 1.0182 |
180
+ | No log | 5.4894 | 258 | 0.9740 | 0.4961 | 0.9740 | 0.9869 |
181
+ | No log | 5.5319 | 260 | 0.8651 | 0.4021 | 0.8651 | 0.9301 |
182
+ | No log | 5.5745 | 262 | 0.8402 | 0.4738 | 0.8402 | 0.9166 |
183
+ | No log | 5.6170 | 264 | 0.8397 | 0.4738 | 0.8397 | 0.9164 |
184
+ | No log | 5.6596 | 266 | 0.7944 | 0.5098 | 0.7944 | 0.8913 |
185
+ | No log | 5.7021 | 268 | 0.8273 | 0.5098 | 0.8273 | 0.9095 |
186
+ | No log | 5.7447 | 270 | 0.9823 | 0.4638 | 0.9823 | 0.9911 |
187
+ | No log | 5.7872 | 272 | 0.8887 | 0.4945 | 0.8887 | 0.9427 |
188
+ | No log | 5.8298 | 274 | 0.6504 | 0.5795 | 0.6504 | 0.8065 |
189
+ | No log | 5.8723 | 276 | 0.6580 | 0.5304 | 0.6580 | 0.8112 |
190
+ | No log | 5.9149 | 278 | 0.7385 | 0.5636 | 0.7385 | 0.8594 |
191
+ | No log | 5.9574 | 280 | 0.6768 | 0.5076 | 0.6768 | 0.8227 |
192
+ | No log | 6.0 | 282 | 0.6467 | 0.6252 | 0.6467 | 0.8042 |
193
+ | No log | 6.0426 | 284 | 0.6450 | 0.6024 | 0.6450 | 0.8031 |
194
+ | No log | 6.0851 | 286 | 0.6741 | 0.5938 | 0.6741 | 0.8210 |
195
+ | No log | 6.1277 | 288 | 0.7150 | 0.5288 | 0.7150 | 0.8456 |
196
+ | No log | 6.1702 | 290 | 0.7526 | 0.5153 | 0.7526 | 0.8675 |
197
+ | No log | 6.2128 | 292 | 0.7679 | 0.4919 | 0.7679 | 0.8763 |
198
+ | No log | 6.2553 | 294 | 0.7543 | 0.4903 | 0.7543 | 0.8685 |
199
+ | No log | 6.2979 | 296 | 0.7623 | 0.5088 | 0.7623 | 0.8731 |
200
+ | No log | 6.3404 | 298 | 0.8085 | 0.4382 | 0.8085 | 0.8992 |
201
+ | No log | 6.3830 | 300 | 0.7912 | 0.4501 | 0.7912 | 0.8895 |
202
+ | No log | 6.4255 | 302 | 0.7258 | 0.5703 | 0.7258 | 0.8520 |
203
+ | No log | 6.4681 | 304 | 0.7086 | 0.5823 | 0.7086 | 0.8418 |
204
+ | No log | 6.5106 | 306 | 0.7390 | 0.4109 | 0.7390 | 0.8597 |
205
+ | No log | 6.5532 | 308 | 0.7498 | 0.4109 | 0.7498 | 0.8659 |
206
+ | No log | 6.5957 | 310 | 0.6673 | 0.5464 | 0.6673 | 0.8169 |
207
+ | No log | 6.6383 | 312 | 0.6837 | 0.5455 | 0.6837 | 0.8269 |
208
+ | No log | 6.6809 | 314 | 0.7121 | 0.4850 | 0.7121 | 0.8439 |
209
+ | No log | 6.7234 | 316 | 0.6954 | 0.5345 | 0.6954 | 0.8339 |
210
+ | No log | 6.7660 | 318 | 0.7367 | 0.4977 | 0.7367 | 0.8583 |
211
+ | No log | 6.8085 | 320 | 0.9491 | 0.4961 | 0.9491 | 0.9742 |
212
+ | No log | 6.8511 | 322 | 0.9181 | 0.5167 | 0.9181 | 0.9582 |
213
+ | No log | 6.8936 | 324 | 0.7107 | 0.4984 | 0.7107 | 0.8430 |
214
+ | No log | 6.9362 | 326 | 0.6631 | 0.5017 | 0.6631 | 0.8143 |
215
+ | No log | 6.9787 | 328 | 0.7239 | 0.5385 | 0.7239 | 0.8508 |
216
+ | No log | 7.0213 | 330 | 0.7848 | 0.5675 | 0.7848 | 0.8859 |
217
+ | No log | 7.0638 | 332 | 0.7171 | 0.5707 | 0.7171 | 0.8468 |
218
+ | No log | 7.1064 | 334 | 0.6339 | 0.5510 | 0.6339 | 0.7962 |
219
+ | No log | 7.1489 | 336 | 0.7130 | 0.5242 | 0.7130 | 0.8444 |
220
+ | No log | 7.1915 | 338 | 0.7325 | 0.5242 | 0.7325 | 0.8558 |
221
+ | No log | 7.2340 | 340 | 0.6837 | 0.5084 | 0.6837 | 0.8269 |
222
+ | No log | 7.2766 | 342 | 0.7480 | 0.4709 | 0.7480 | 0.8648 |
223
+ | No log | 7.3191 | 344 | 0.8868 | 0.4568 | 0.8868 | 0.9417 |
224
+ | No log | 7.3617 | 346 | 0.8091 | 0.4911 | 0.8091 | 0.8995 |
225
+ | No log | 7.4043 | 348 | 0.6718 | 0.6397 | 0.6718 | 0.8197 |
226
+ | No log | 7.4468 | 350 | 0.6912 | 0.5112 | 0.6912 | 0.8314 |
227
+ | No log | 7.4894 | 352 | 0.7492 | 0.5381 | 0.7492 | 0.8656 |
228
+ | No log | 7.5319 | 354 | 0.7389 | 0.5112 | 0.7389 | 0.8596 |
229
+ | No log | 7.5745 | 356 | 0.7881 | 0.3860 | 0.7881 | 0.8877 |
230
+ | No log | 7.6170 | 358 | 0.8684 | 0.3551 | 0.8684 | 0.9319 |
231
+ | No log | 7.6596 | 360 | 0.8395 | 0.3556 | 0.8395 | 0.9163 |
232
+ | No log | 7.7021 | 362 | 0.8046 | 0.3960 | 0.8046 | 0.8970 |
233
+ | No log | 7.7447 | 364 | 0.7960 | 0.4781 | 0.7960 | 0.8922 |
234
+ | No log | 7.7872 | 366 | 0.7676 | 0.4903 | 0.7676 | 0.8761 |
235
+ | No log | 7.8298 | 368 | 0.7555 | 0.4345 | 0.7555 | 0.8692 |
236
+ | No log | 7.8723 | 370 | 0.7322 | 0.4610 | 0.7322 | 0.8557 |
237
+ | No log | 7.9149 | 372 | 0.7315 | 0.4227 | 0.7315 | 0.8553 |
238
+ | No log | 7.9574 | 374 | 0.7184 | 0.3861 | 0.7184 | 0.8476 |
239
+ | No log | 8.0 | 376 | 0.6792 | 0.5153 | 0.6792 | 0.8241 |
240
+ | No log | 8.0426 | 378 | 0.6868 | 0.5153 | 0.6868 | 0.8287 |
241
+ | No log | 8.0851 | 380 | 0.6896 | 0.5168 | 0.6896 | 0.8304 |
242
+ | No log | 8.1277 | 382 | 0.7034 | 0.4537 | 0.7034 | 0.8387 |
243
+ | No log | 8.1702 | 384 | 0.7026 | 0.4935 | 0.7026 | 0.8382 |
244
+ | No log | 8.2128 | 386 | 0.7081 | 0.5088 | 0.7081 | 0.8415 |
245
+ | No log | 8.2553 | 388 | 0.6940 | 0.5331 | 0.6940 | 0.8331 |
246
+ | No log | 8.2979 | 390 | 0.6644 | 0.5168 | 0.6644 | 0.8151 |
247
+ | No log | 8.3404 | 392 | 0.6766 | 0.4745 | 0.6766 | 0.8226 |
248
+ | No log | 8.3830 | 394 | 0.6919 | 0.4727 | 0.6919 | 0.8318 |
249
+ | No log | 8.4255 | 396 | 0.6366 | 0.4760 | 0.6366 | 0.7979 |
250
+ | No log | 8.4681 | 398 | 0.6078 | 0.5274 | 0.6078 | 0.7796 |
251
+ | No log | 8.5106 | 400 | 0.5997 | 0.5402 | 0.5997 | 0.7744 |
252
+ | No log | 8.5532 | 402 | 0.6025 | 0.4888 | 0.6025 | 0.7762 |
253
+ | No log | 8.5957 | 404 | 0.5955 | 0.5017 | 0.5955 | 0.7717 |
254
+ | No log | 8.6383 | 406 | 0.5704 | 0.5656 | 0.5704 | 0.7552 |
255
+ | No log | 8.6809 | 408 | 0.6070 | 0.6466 | 0.6070 | 0.7791 |
256
+ | No log | 8.7234 | 410 | 0.7412 | 0.6322 | 0.7412 | 0.8609 |
257
+ | No log | 8.7660 | 412 | 0.7747 | 0.6122 | 0.7747 | 0.8802 |
258
+ | No log | 8.8085 | 414 | 0.6638 | 0.6616 | 0.6638 | 0.8147 |
259
+ | No log | 8.8511 | 416 | 0.5471 | 0.6429 | 0.5471 | 0.7397 |
260
+ | No log | 8.8936 | 418 | 0.5366 | 0.6028 | 0.5366 | 0.7325 |
261
+ | No log | 8.9362 | 420 | 0.5605 | 0.6195 | 0.5605 | 0.7487 |
262
+ | No log | 8.9787 | 422 | 0.5858 | 0.6479 | 0.5858 | 0.7654 |
263
+ | No log | 9.0213 | 424 | 0.5829 | 0.6195 | 0.5829 | 0.7635 |
264
+ | No log | 9.0638 | 426 | 0.6303 | 0.6733 | 0.6303 | 0.7939 |
265
+ | No log | 9.1064 | 428 | 0.6526 | 0.6733 | 0.6526 | 0.8078 |
266
+ | No log | 9.1489 | 430 | 0.6537 | 0.6507 | 0.6537 | 0.8085 |
267
+ | No log | 9.1915 | 432 | 0.5919 | 0.5692 | 0.5919 | 0.7694 |
268
+ | No log | 9.2340 | 434 | 0.6038 | 0.5866 | 0.6038 | 0.7770 |
269
+ | No log | 9.2766 | 436 | 0.5858 | 0.5866 | 0.5858 | 0.7654 |
270
+ | No log | 9.3191 | 438 | 0.5680 | 0.6479 | 0.5680 | 0.7537 |
271
+ | No log | 9.3617 | 440 | 0.5712 | 0.6087 | 0.5712 | 0.7558 |
272
+ | No log | 9.4043 | 442 | 0.5857 | 0.5910 | 0.5857 | 0.7653 |
273
+ | No log | 9.4468 | 444 | 0.6173 | 0.6172 | 0.6173 | 0.7857 |
274
+ | No log | 9.4894 | 446 | 0.6179 | 0.5316 | 0.6179 | 0.7861 |
275
+ | No log | 9.5319 | 448 | 0.6186 | 0.5316 | 0.6186 | 0.7865 |
276
+ | No log | 9.5745 | 450 | 0.6139 | 0.5450 | 0.6139 | 0.7835 |
277
+ | No log | 9.6170 | 452 | 0.6249 | 0.6422 | 0.6249 | 0.7905 |
278
+ | No log | 9.6596 | 454 | 0.6457 | 0.6377 | 0.6457 | 0.8036 |
279
+ | No log | 9.7021 | 456 | 0.6139 | 0.6377 | 0.6139 | 0.7835 |
280
+ | No log | 9.7447 | 458 | 0.5990 | 0.6485 | 0.5990 | 0.7740 |
281
+ | No log | 9.7872 | 460 | 0.5441 | 0.6036 | 0.5441 | 0.7376 |
282
+ | No log | 9.8298 | 462 | 0.5366 | 0.6046 | 0.5366 | 0.7326 |
283
+ | No log | 9.8723 | 464 | 0.5420 | 0.5943 | 0.5420 | 0.7362 |
284
+ | No log | 9.9149 | 466 | 0.5353 | 0.5886 | 0.5353 | 0.7316 |
285
+ | No log | 9.9574 | 468 | 0.5473 | 0.5926 | 0.5473 | 0.7398 |
286
+ | No log | 10.0 | 470 | 0.5723 | 0.5302 | 0.5723 | 0.7565 |
287
+ | No log | 10.0426 | 472 | 0.5933 | 0.5165 | 0.5933 | 0.7703 |
288
+ | No log | 10.0851 | 474 | 0.5868 | 0.5165 | 0.5868 | 0.7660 |
289
+ | No log | 10.1277 | 476 | 0.5565 | 0.5570 | 0.5565 | 0.7460 |
290
+ | No log | 10.1702 | 478 | 0.5382 | 0.6451 | 0.5382 | 0.7336 |
291
+ | No log | 10.2128 | 480 | 0.5144 | 0.6598 | 0.5144 | 0.7172 |
292
+ | No log | 10.2553 | 482 | 0.5057 | 0.6566 | 0.5057 | 0.7111 |
293
+ | No log | 10.2979 | 484 | 0.5102 | 0.6441 | 0.5102 | 0.7143 |
294
+ | No log | 10.3404 | 486 | 0.5575 | 0.6328 | 0.5575 | 0.7466 |
295
+ | No log | 10.3830 | 488 | 0.5413 | 0.6473 | 0.5413 | 0.7357 |
296
+ | No log | 10.4255 | 490 | 0.4896 | 0.6911 | 0.4896 | 0.6997 |
297
+ | No log | 10.4681 | 492 | 0.5317 | 0.6733 | 0.5317 | 0.7292 |
298
+ | No log | 10.5106 | 494 | 0.5584 | 0.6701 | 0.5584 | 0.7473 |
299
+ | No log | 10.5532 | 496 | 0.5357 | 0.6602 | 0.5357 | 0.7319 |
300
+ | No log | 10.5957 | 498 | 0.5269 | 0.7082 | 0.5269 | 0.7259 |
301
+ | 0.319 | 10.6383 | 500 | 0.5412 | 0.6970 | 0.5412 | 0.7357 |
302
+ | 0.319 | 10.6809 | 502 | 0.5513 | 0.6770 | 0.5513 | 0.7425 |
303
+ | 0.319 | 10.7234 | 504 | 0.5564 | 0.6932 | 0.5564 | 0.7459 |
304
+ | 0.319 | 10.7660 | 506 | 0.5627 | 0.6932 | 0.5627 | 0.7502 |
305
+ | 0.319 | 10.8085 | 508 | 0.5664 | 0.7041 | 0.5664 | 0.7526 |
306
+ | 0.319 | 10.8511 | 510 | 0.6247 | 0.6768 | 0.6247 | 0.7904 |
307
+ | 0.319 | 10.8936 | 512 | 0.6216 | 0.6585 | 0.6216 | 0.7884 |
308
+ | 0.319 | 10.9362 | 514 | 0.5819 | 0.6217 | 0.5819 | 0.7629 |
309
+ | 0.319 | 10.9787 | 516 | 0.5751 | 0.6320 | 0.5751 | 0.7584 |
310
+ | 0.319 | 11.0213 | 518 | 0.5775 | 0.6470 | 0.5775 | 0.7599 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
311
 
312
 
313
  ### Framework versions