Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task1_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
8148979
·
verified ·
1 Parent(s): 57992e0

End of training

Browse files
Files changed (1) hide show
  1. README.md +266 -262
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_k3_task1_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_k3_task1_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: 1.1380
19
- - Qwk: 0.4516
20
- - Mse: 1.1380
21
- - Rmse: 1.0668
22
 
23
  ## Model description
24
 
@@ -49,262 +49,266 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.1538 | 2 | 6.9406 | 0.0242 | 6.9406 | 2.6345 |
53
- | No log | 0.3077 | 4 | 4.8996 | 0.0738 | 4.8996 | 2.2135 |
54
- | No log | 0.4615 | 6 | 4.1465 | -0.0098 | 4.1465 | 2.0363 |
55
- | No log | 0.6154 | 8 | 4.4566 | -0.0457 | 4.4566 | 2.1111 |
56
- | No log | 0.7692 | 10 | 3.2699 | -0.0226 | 3.2699 | 1.8083 |
57
- | No log | 0.9231 | 12 | 2.1233 | 0.2734 | 2.1233 | 1.4571 |
58
- | No log | 1.0769 | 14 | 1.7910 | 0.3415 | 1.7910 | 1.3383 |
59
- | No log | 1.2308 | 16 | 1.6382 | 0.2857 | 1.6382 | 1.2799 |
60
- | No log | 1.3846 | 18 | 1.6285 | 0.2593 | 1.6285 | 1.2761 |
61
- | No log | 1.5385 | 20 | 1.6084 | 0.1887 | 1.6084 | 1.2682 |
62
- | No log | 1.6923 | 22 | 1.6443 | 0.2243 | 1.6443 | 1.2823 |
63
- | No log | 1.8462 | 24 | 1.8600 | 0.2203 | 1.8600 | 1.3638 |
64
- | No log | 2.0 | 26 | 2.2226 | 0.1583 | 2.2226 | 1.4908 |
65
- | No log | 2.1538 | 28 | 2.6199 | 0.0519 | 2.6199 | 1.6186 |
66
- | No log | 2.3077 | 30 | 2.4185 | 0.1060 | 2.4185 | 1.5552 |
67
- | No log | 2.4615 | 32 | 2.0211 | 0.2667 | 2.0211 | 1.4217 |
68
- | No log | 2.6154 | 34 | 1.7913 | 0.3770 | 1.7913 | 1.3384 |
69
- | No log | 2.7692 | 36 | 1.6899 | 0.3697 | 1.6899 | 1.3000 |
70
- | No log | 2.9231 | 38 | 1.6581 | 0.3304 | 1.6581 | 1.2877 |
71
- | No log | 3.0769 | 40 | 1.6237 | 0.3130 | 1.6237 | 1.2743 |
72
- | No log | 3.2308 | 42 | 1.6067 | 0.2807 | 1.6067 | 1.2676 |
73
- | No log | 3.3846 | 44 | 1.7004 | 0.2281 | 1.7004 | 1.3040 |
74
- | No log | 3.5385 | 46 | 2.0071 | 0.1679 | 2.0071 | 1.4167 |
75
- | No log | 3.6923 | 48 | 1.9563 | 0.2000 | 1.9563 | 1.3987 |
76
- | No log | 3.8462 | 50 | 1.8531 | 0.2419 | 1.8531 | 1.3613 |
77
- | No log | 4.0 | 52 | 1.5111 | 0.3607 | 1.5111 | 1.2293 |
78
- | No log | 4.1538 | 54 | 1.3889 | 0.3607 | 1.3889 | 1.1785 |
79
- | No log | 4.3077 | 56 | 1.2872 | 0.4 | 1.2872 | 1.1345 |
80
- | No log | 4.4615 | 58 | 1.5845 | 0.3214 | 1.5845 | 1.2588 |
81
- | No log | 4.6154 | 60 | 1.8408 | 0.2609 | 1.8408 | 1.3568 |
82
- | No log | 4.7692 | 62 | 1.8535 | 0.125 | 1.8535 | 1.3615 |
83
- | No log | 4.9231 | 64 | 1.6437 | 0.2051 | 1.6437 | 1.2821 |
84
- | No log | 5.0769 | 66 | 1.7009 | 0.2069 | 1.7009 | 1.3042 |
85
- | No log | 5.2308 | 68 | 1.6856 | 0.2881 | 1.6856 | 1.2983 |
86
- | No log | 5.3846 | 70 | 1.9165 | 0.2167 | 1.9165 | 1.3844 |
87
- | No log | 5.5385 | 72 | 1.5649 | 0.3279 | 1.5649 | 1.2509 |
88
- | No log | 5.6923 | 74 | 1.2928 | 0.3968 | 1.2928 | 1.1370 |
89
- | No log | 5.8462 | 76 | 1.2650 | 0.4375 | 1.2650 | 1.1247 |
90
- | No log | 6.0 | 78 | 1.2150 | 0.4531 | 1.2150 | 1.1023 |
91
- | No log | 6.1538 | 80 | 1.2586 | 0.4531 | 1.2586 | 1.1219 |
92
- | No log | 6.3077 | 82 | 1.4548 | 0.4211 | 1.4548 | 1.2062 |
93
- | No log | 6.4615 | 84 | 1.5649 | 0.3704 | 1.5649 | 1.2510 |
94
- | No log | 6.6154 | 86 | 1.3087 | 0.5152 | 1.3087 | 1.1440 |
95
- | No log | 6.7692 | 88 | 1.0822 | 0.5588 | 1.0822 | 1.0403 |
96
- | No log | 6.9231 | 90 | 1.0833 | 0.6187 | 1.0833 | 1.0408 |
97
- | No log | 7.0769 | 92 | 1.4087 | 0.3577 | 1.4087 | 1.1869 |
98
- | No log | 7.2308 | 94 | 1.7925 | 0.2333 | 1.7925 | 1.3388 |
99
- | No log | 7.3846 | 96 | 1.3935 | 0.4308 | 1.3935 | 1.1805 |
100
- | No log | 7.5385 | 98 | 0.9774 | 0.6099 | 0.9774 | 0.9886 |
101
- | No log | 7.6923 | 100 | 1.1058 | 0.6259 | 1.1058 | 1.0516 |
102
- | No log | 7.8462 | 102 | 1.0656 | 0.6479 | 1.0656 | 1.0323 |
103
- | No log | 8.0 | 104 | 0.9163 | 0.6471 | 0.9163 | 0.9573 |
104
- | No log | 8.1538 | 106 | 1.3513 | 0.4412 | 1.3513 | 1.1625 |
105
- | No log | 8.3077 | 108 | 1.7677 | 0.3429 | 1.7677 | 1.3296 |
106
- | No log | 8.4615 | 110 | 1.6991 | 0.3623 | 1.6991 | 1.3035 |
107
- | No log | 8.6154 | 112 | 1.3392 | 0.5191 | 1.3392 | 1.1572 |
108
- | No log | 8.7692 | 114 | 1.1636 | 0.528 | 1.1636 | 1.0787 |
109
- | No log | 8.9231 | 116 | 1.1739 | 0.5909 | 1.1739 | 1.0835 |
110
- | No log | 9.0769 | 118 | 1.1446 | 0.5802 | 1.1446 | 1.0698 |
111
- | No log | 9.2308 | 120 | 1.2349 | 0.544 | 1.2349 | 1.1112 |
112
- | No log | 9.3846 | 122 | 1.4846 | 0.4567 | 1.4846 | 1.2184 |
113
- | No log | 9.5385 | 124 | 1.4936 | 0.4478 | 1.4936 | 1.2221 |
114
- | No log | 9.6923 | 126 | 1.2635 | 0.5303 | 1.2635 | 1.1240 |
115
- | No log | 9.8462 | 128 | 1.0869 | 0.5714 | 1.0869 | 1.0425 |
116
- | No log | 10.0 | 130 | 0.9761 | 0.5846 | 0.9761 | 0.9880 |
117
- | No log | 10.1538 | 132 | 0.9804 | 0.5581 | 0.9804 | 0.9902 |
118
- | No log | 10.3077 | 134 | 1.1084 | 0.5891 | 1.1084 | 1.0528 |
119
- | No log | 10.4615 | 136 | 1.2538 | 0.5191 | 1.2538 | 1.1197 |
120
- | No log | 10.6154 | 138 | 1.2168 | 0.5469 | 1.2168 | 1.1031 |
121
- | No log | 10.7692 | 140 | 1.0818 | 0.5625 | 1.0818 | 1.0401 |
122
- | No log | 10.9231 | 142 | 1.0205 | 0.5581 | 1.0205 | 1.0102 |
123
- | No log | 11.0769 | 144 | 1.0249 | 0.5538 | 1.0249 | 1.0124 |
124
- | No log | 11.2308 | 146 | 1.1427 | 0.5606 | 1.1427 | 1.0690 |
125
- | No log | 11.3846 | 148 | 1.2567 | 0.5303 | 1.2567 | 1.1210 |
126
- | No log | 11.5385 | 150 | 1.2181 | 0.5564 | 1.2181 | 1.1037 |
127
- | No log | 11.6923 | 152 | 1.2054 | 0.5672 | 1.2054 | 1.0979 |
128
- | No log | 11.8462 | 154 | 1.3563 | 0.5113 | 1.3563 | 1.1646 |
129
- | No log | 12.0 | 156 | 1.2386 | 0.5191 | 1.2386 | 1.1129 |
130
- | No log | 12.1538 | 158 | 1.1867 | 0.5231 | 1.1867 | 1.0894 |
131
- | No log | 12.3077 | 160 | 1.2365 | 0.4923 | 1.2365 | 1.1120 |
132
- | No log | 12.4615 | 162 | 1.3454 | 0.5075 | 1.3454 | 1.1599 |
133
- | No log | 12.6154 | 164 | 1.3618 | 0.5075 | 1.3618 | 1.1669 |
134
- | No log | 12.7692 | 166 | 1.2806 | 0.5113 | 1.2806 | 1.1316 |
135
- | No log | 12.9231 | 168 | 1.0414 | 0.496 | 1.0414 | 1.0205 |
136
- | No log | 13.0769 | 170 | 0.9196 | 0.6765 | 0.9196 | 0.9590 |
137
- | No log | 13.2308 | 172 | 0.8923 | 0.6765 | 0.8923 | 0.9446 |
138
- | No log | 13.3846 | 174 | 0.8277 | 0.6765 | 0.8277 | 0.9098 |
139
- | No log | 13.5385 | 176 | 0.8631 | 0.6715 | 0.8631 | 0.9290 |
140
- | No log | 13.6923 | 178 | 1.0513 | 0.6074 | 1.0513 | 1.0253 |
141
- | No log | 13.8462 | 180 | 1.1146 | 0.5564 | 1.1146 | 1.0557 |
142
- | No log | 14.0 | 182 | 1.0165 | 0.6119 | 1.0165 | 1.0082 |
143
- | No log | 14.1538 | 184 | 0.9229 | 0.6269 | 0.9229 | 0.9607 |
144
- | No log | 14.3077 | 186 | 0.9040 | 0.6324 | 0.9040 | 0.9508 |
145
- | No log | 14.4615 | 188 | 0.9641 | 0.5496 | 0.9641 | 0.9819 |
146
- | No log | 14.6154 | 190 | 1.1484 | 0.4961 | 1.1484 | 1.0717 |
147
- | No log | 14.7692 | 192 | 1.3804 | 0.4962 | 1.3804 | 1.1749 |
148
- | No log | 14.9231 | 194 | 1.4432 | 0.5 | 1.4432 | 1.2013 |
149
- | No log | 15.0769 | 196 | 1.4312 | 0.5 | 1.4312 | 1.1963 |
150
- | No log | 15.2308 | 198 | 1.3359 | 0.4640 | 1.3359 | 1.1558 |
151
- | No log | 15.3846 | 200 | 1.2920 | 0.4640 | 1.2920 | 1.1367 |
152
- | No log | 15.5385 | 202 | 1.2774 | 0.4640 | 1.2774 | 1.1302 |
153
- | No log | 15.6923 | 204 | 1.3782 | 0.4733 | 1.3782 | 1.1739 |
154
- | No log | 15.8462 | 206 | 1.3919 | 0.4361 | 1.3919 | 1.1798 |
155
- | No log | 16.0 | 208 | 1.2452 | 0.4806 | 1.2452 | 1.1159 |
156
- | No log | 16.1538 | 210 | 1.0929 | 0.496 | 1.0929 | 1.0454 |
157
- | No log | 16.3077 | 212 | 1.0251 | 0.5802 | 1.0251 | 1.0125 |
158
- | No log | 16.4615 | 214 | 1.0155 | 0.5354 | 1.0155 | 1.0077 |
159
- | No log | 16.6154 | 216 | 1.1139 | 0.4762 | 1.1139 | 1.0554 |
160
- | No log | 16.7692 | 218 | 1.3278 | 0.5152 | 1.3278 | 1.1523 |
161
- | No log | 16.9231 | 220 | 1.3762 | 0.5113 | 1.3762 | 1.1731 |
162
- | No log | 17.0769 | 222 | 1.2889 | 0.5038 | 1.2889 | 1.1353 |
163
- | No log | 17.2308 | 224 | 1.1581 | 0.4961 | 1.1581 | 1.0762 |
164
- | No log | 17.3846 | 226 | 1.0620 | 0.5344 | 1.0620 | 1.0305 |
165
- | No log | 17.5385 | 228 | 1.0996 | 0.4733 | 1.0996 | 1.0486 |
166
- | No log | 17.6923 | 230 | 1.2433 | 0.4961 | 1.2433 | 1.1150 |
167
- | No log | 17.8462 | 232 | 1.4066 | 0.4511 | 1.4066 | 1.1860 |
168
- | No log | 18.0 | 234 | 1.4382 | 0.4296 | 1.4382 | 1.1992 |
169
- | No log | 18.1538 | 236 | 1.2966 | 0.5038 | 1.2966 | 1.1387 |
170
- | No log | 18.3077 | 238 | 1.1749 | 0.5231 | 1.1749 | 1.0839 |
171
- | No log | 18.4615 | 240 | 1.1491 | 0.5161 | 1.1491 | 1.0720 |
172
- | No log | 18.6154 | 242 | 1.1566 | 0.5714 | 1.1566 | 1.0755 |
173
- | No log | 18.7692 | 244 | 1.0805 | 0.5556 | 1.0805 | 1.0395 |
174
- | No log | 18.9231 | 246 | 0.9961 | 0.5625 | 0.9961 | 0.9981 |
175
- | No log | 19.0769 | 248 | 0.9789 | 0.5781 | 0.9789 | 0.9894 |
176
- | No log | 19.2308 | 250 | 1.0130 | 0.5354 | 1.0130 | 1.0065 |
177
- | No log | 19.3846 | 252 | 1.0693 | 0.5512 | 1.0693 | 1.0341 |
178
- | No log | 19.5385 | 254 | 1.1972 | 0.5231 | 1.1972 | 1.0942 |
179
- | No log | 19.6923 | 256 | 1.1618 | 0.5581 | 1.1618 | 1.0779 |
180
- | No log | 19.8462 | 258 | 1.0534 | 0.512 | 1.0534 | 1.0264 |
181
- | No log | 20.0 | 260 | 1.0353 | 0.512 | 1.0353 | 1.0175 |
182
- | No log | 20.1538 | 262 | 1.1296 | 0.5354 | 1.1296 | 1.0628 |
183
- | No log | 20.3077 | 264 | 1.3255 | 0.5231 | 1.3255 | 1.1513 |
184
- | No log | 20.4615 | 266 | 1.4132 | 0.5 | 1.4132 | 1.1888 |
185
- | No log | 20.6154 | 268 | 1.3496 | 0.5231 | 1.3496 | 1.1617 |
186
- | No log | 20.7692 | 270 | 1.2807 | 0.5231 | 1.2807 | 1.1317 |
187
- | No log | 20.9231 | 272 | 1.3154 | 0.5231 | 1.3154 | 1.1469 |
188
- | No log | 21.0769 | 274 | 1.3577 | 0.5 | 1.3577 | 1.1652 |
189
- | No log | 21.2308 | 276 | 1.3949 | 0.4812 | 1.3949 | 1.1810 |
190
- | No log | 21.3846 | 278 | 1.3912 | 0.4812 | 1.3912 | 1.1795 |
191
- | No log | 21.5385 | 280 | 1.2992 | 0.5581 | 1.2992 | 1.1398 |
192
- | No log | 21.6923 | 282 | 1.2664 | 0.5469 | 1.2664 | 1.1253 |
193
- | No log | 21.8462 | 284 | 1.1921 | 0.5197 | 1.1921 | 1.0918 |
194
- | No log | 22.0 | 286 | 1.0830 | 0.5238 | 1.0830 | 1.0407 |
195
- | No log | 22.1538 | 288 | 0.9814 | 0.6165 | 0.9814 | 0.9906 |
196
- | No log | 22.3077 | 290 | 0.9587 | 0.6418 | 0.9587 | 0.9791 |
197
- | No log | 22.4615 | 292 | 0.9954 | 0.6324 | 0.9954 | 0.9977 |
198
- | No log | 22.6154 | 294 | 1.0653 | 0.6029 | 1.0653 | 1.0322 |
199
- | No log | 22.7692 | 296 | 0.9465 | 0.6423 | 0.9465 | 0.9729 |
200
- | No log | 22.9231 | 298 | 0.8905 | 0.6370 | 0.8905 | 0.9437 |
201
- | No log | 23.0769 | 300 | 0.9172 | 0.6212 | 0.9172 | 0.9577 |
202
- | No log | 23.2308 | 302 | 0.9770 | 0.5556 | 0.9770 | 0.9884 |
203
- | No log | 23.3846 | 304 | 1.0801 | 0.4386 | 1.0801 | 1.0393 |
204
- | No log | 23.5385 | 306 | 1.1917 | 0.4174 | 1.1917 | 1.0917 |
205
- | No log | 23.6923 | 308 | 1.3068 | 0.5289 | 1.3068 | 1.1432 |
206
- | No log | 23.8462 | 310 | 1.3507 | 0.5156 | 1.3507 | 1.1622 |
207
- | No log | 24.0 | 312 | 1.2848 | 0.5496 | 1.2848 | 1.1335 |
208
- | No log | 24.1538 | 314 | 1.1512 | 0.5271 | 1.1512 | 1.0729 |
209
- | No log | 24.3077 | 316 | 1.0043 | 0.5079 | 1.0043 | 1.0022 |
210
- | No log | 24.4615 | 318 | 0.9562 | 0.5802 | 0.9562 | 0.9778 |
211
- | No log | 24.6154 | 320 | 0.9387 | 0.5758 | 0.9387 | 0.9689 |
212
- | No log | 24.7692 | 322 | 1.0004 | 0.5469 | 1.0004 | 1.0002 |
213
- | No log | 24.9231 | 324 | 1.1808 | 0.5496 | 1.1808 | 1.0867 |
214
- | No log | 25.0769 | 326 | 1.4417 | 0.4627 | 1.4417 | 1.2007 |
215
- | No log | 25.2308 | 328 | 1.5235 | 0.4179 | 1.5235 | 1.2343 |
216
- | No log | 25.3846 | 330 | 1.4478 | 0.5077 | 1.4478 | 1.2033 |
217
- | No log | 25.5385 | 332 | 1.2698 | 0.5538 | 1.2698 | 1.1269 |
218
- | No log | 25.6923 | 334 | 1.0958 | 0.5354 | 1.0958 | 1.0468 |
219
- | No log | 25.8462 | 336 | 1.0489 | 0.5397 | 1.0489 | 1.0242 |
220
- | No log | 26.0 | 338 | 1.0128 | 0.5512 | 1.0128 | 1.0064 |
221
- | No log | 26.1538 | 340 | 1.0206 | 0.5397 | 1.0206 | 1.0103 |
222
- | No log | 26.3077 | 342 | 1.0658 | 0.512 | 1.0658 | 1.0324 |
223
- | No log | 26.4615 | 344 | 1.1359 | 0.5397 | 1.1359 | 1.0658 |
224
- | No log | 26.6154 | 346 | 1.2313 | 0.5581 | 1.2313 | 1.1096 |
225
- | No log | 26.7692 | 348 | 1.2564 | 0.5538 | 1.2564 | 1.1209 |
226
- | No log | 26.9231 | 350 | 1.2757 | 0.5538 | 1.2757 | 1.1295 |
227
- | No log | 27.0769 | 352 | 1.2956 | 0.5538 | 1.2956 | 1.1382 |
228
- | No log | 27.2308 | 354 | 1.3668 | 0.5538 | 1.3668 | 1.1691 |
229
- | No log | 27.3846 | 356 | 1.3165 | 0.5538 | 1.3165 | 1.1474 |
230
- | No log | 27.5385 | 358 | 1.2688 | 0.5581 | 1.2688 | 1.1264 |
231
- | No log | 27.6923 | 360 | 1.2316 | 0.5581 | 1.2316 | 1.1098 |
232
- | No log | 27.8462 | 362 | 1.2121 | 0.496 | 1.2121 | 1.1010 |
233
- | No log | 28.0 | 364 | 1.2512 | 0.496 | 1.2512 | 1.1186 |
234
- | No log | 28.1538 | 366 | 1.3372 | 0.5354 | 1.3372 | 1.1564 |
235
- | No log | 28.3077 | 368 | 1.4182 | 0.5039 | 1.4182 | 1.1909 |
236
- | No log | 28.4615 | 370 | 1.4922 | 0.4091 | 1.4922 | 1.2216 |
237
- | No log | 28.6154 | 372 | 1.4768 | 0.4462 | 1.4768 | 1.2152 |
238
- | No log | 28.7692 | 374 | 1.4202 | 0.4688 | 1.4202 | 1.1917 |
239
- | No log | 28.9231 | 376 | 1.3774 | 0.4961 | 1.3774 | 1.1736 |
240
- | No log | 29.0769 | 378 | 1.2642 | 0.5581 | 1.2642 | 1.1244 |
241
- | No log | 29.2308 | 380 | 1.1794 | 0.5312 | 1.1794 | 1.0860 |
242
- | No log | 29.3846 | 382 | 1.1172 | 0.4677 | 1.1172 | 1.0570 |
243
- | No log | 29.5385 | 384 | 1.1090 | 0.4590 | 1.1090 | 1.0531 |
244
- | No log | 29.6923 | 386 | 1.1314 | 0.4590 | 1.1314 | 1.0637 |
245
- | No log | 29.8462 | 388 | 1.2214 | 0.5354 | 1.2214 | 1.1052 |
246
- | No log | 30.0 | 390 | 1.3783 | 0.5 | 1.3783 | 1.1740 |
247
- | No log | 30.1538 | 392 | 1.4919 | 0.4091 | 1.4919 | 1.2215 |
248
- | No log | 30.3077 | 394 | 1.5016 | 0.4091 | 1.5016 | 1.2254 |
249
- | No log | 30.4615 | 396 | 1.4179 | 0.4806 | 1.4179 | 1.1908 |
250
- | No log | 30.6154 | 398 | 1.3117 | 0.5238 | 1.3117 | 1.1453 |
251
- | No log | 30.7692 | 400 | 1.2296 | 0.528 | 1.2296 | 1.1089 |
252
- | No log | 30.9231 | 402 | 1.2120 | 0.5 | 1.2120 | 1.1009 |
253
- | No log | 31.0769 | 404 | 1.2407 | 0.528 | 1.2407 | 1.1139 |
254
- | No log | 31.2308 | 406 | 1.2843 | 0.528 | 1.2843 | 1.1333 |
255
- | No log | 31.3846 | 408 | 1.3329 | 0.4677 | 1.3329 | 1.1545 |
256
- | No log | 31.5385 | 410 | 1.3428 | 0.48 | 1.3428 | 1.1588 |
257
- | No log | 31.6923 | 412 | 1.3532 | 0.5039 | 1.3532 | 1.1633 |
258
- | No log | 31.8462 | 414 | 1.3355 | 0.5039 | 1.3355 | 1.1556 |
259
- | No log | 32.0 | 416 | 1.2802 | 0.5039 | 1.2802 | 1.1314 |
260
- | No log | 32.1538 | 418 | 1.2318 | 0.5312 | 1.2318 | 1.1099 |
261
- | No log | 32.3077 | 420 | 1.1497 | 0.528 | 1.1497 | 1.0722 |
262
- | No log | 32.4615 | 422 | 1.1105 | 0.528 | 1.1105 | 1.0538 |
263
- | No log | 32.6154 | 424 | 1.0610 | 0.4463 | 1.0610 | 1.0301 |
264
- | No log | 32.7692 | 426 | 1.0552 | 0.4878 | 1.0552 | 1.0272 |
265
- | No log | 32.9231 | 428 | 1.0753 | 0.4615 | 1.0753 | 1.0370 |
266
- | No log | 33.0769 | 430 | 1.1189 | 0.4500 | 1.1189 | 1.0578 |
267
- | No log | 33.2308 | 432 | 1.2114 | 0.496 | 1.2114 | 1.1006 |
268
- | No log | 33.3846 | 434 | 1.2940 | 0.5512 | 1.2940 | 1.1375 |
269
- | No log | 33.5385 | 436 | 1.3529 | 0.5581 | 1.3529 | 1.1631 |
270
- | No log | 33.6923 | 438 | 1.3442 | 0.5581 | 1.3442 | 1.1594 |
271
- | No log | 33.8462 | 440 | 1.2989 | 0.5312 | 1.2989 | 1.1397 |
272
- | No log | 34.0 | 442 | 1.2979 | 0.5312 | 1.2979 | 1.1393 |
273
- | No log | 34.1538 | 444 | 1.2947 | 0.4640 | 1.2947 | 1.1378 |
274
- | No log | 34.3077 | 446 | 1.2503 | 0.4516 | 1.2503 | 1.1182 |
275
- | No log | 34.4615 | 448 | 1.2261 | 0.4754 | 1.2261 | 1.1073 |
276
- | No log | 34.6154 | 450 | 1.2378 | 0.4754 | 1.2378 | 1.1126 |
277
- | No log | 34.7692 | 452 | 1.2733 | 0.4839 | 1.2733 | 1.1284 |
278
- | No log | 34.9231 | 454 | 1.3385 | 0.5039 | 1.3385 | 1.1570 |
279
- | No log | 35.0769 | 456 | 1.3576 | 0.5312 | 1.3576 | 1.1651 |
280
- | No log | 35.2308 | 458 | 1.3506 | 0.5312 | 1.3506 | 1.1622 |
281
- | No log | 35.3846 | 460 | 1.3800 | 0.5312 | 1.3800 | 1.1747 |
282
- | No log | 35.5385 | 462 | 1.3415 | 0.5312 | 1.3415 | 1.1582 |
283
- | No log | 35.6923 | 464 | 1.2825 | 0.4640 | 1.2825 | 1.1325 |
284
- | No log | 35.8462 | 466 | 1.2715 | 0.4640 | 1.2715 | 1.1276 |
285
- | No log | 36.0 | 468 | 1.2631 | 0.4640 | 1.2631 | 1.1239 |
286
- | No log | 36.1538 | 470 | 1.2755 | 0.5197 | 1.2755 | 1.1294 |
287
- | No log | 36.3077 | 472 | 1.2788 | 0.5197 | 1.2788 | 1.1308 |
288
- | No log | 36.4615 | 474 | 1.2547 | 0.5197 | 1.2547 | 1.1201 |
289
- | No log | 36.6154 | 476 | 1.1975 | 0.4921 | 1.1975 | 1.0943 |
290
- | No log | 36.7692 | 478 | 1.1341 | 0.4640 | 1.1341 | 1.0649 |
291
- | No log | 36.9231 | 480 | 1.1434 | 0.5039 | 1.1434 | 1.0693 |
292
- | No log | 37.0769 | 482 | 1.1592 | 0.5039 | 1.1592 | 1.0766 |
293
- | No log | 37.2308 | 484 | 1.1932 | 0.5039 | 1.1932 | 1.0923 |
294
- | No log | 37.3846 | 486 | 1.2268 | 0.5039 | 1.2268 | 1.1076 |
295
- | No log | 37.5385 | 488 | 1.2459 | 0.48 | 1.2459 | 1.1162 |
296
- | No log | 37.6923 | 490 | 1.2417 | 0.4553 | 1.2417 | 1.1143 |
297
- | No log | 37.8462 | 492 | 1.2230 | 0.4553 | 1.2230 | 1.1059 |
298
- | No log | 38.0 | 494 | 1.2163 | 0.4553 | 1.2163 | 1.1029 |
299
- | No log | 38.1538 | 496 | 1.2647 | 0.5079 | 1.2647 | 1.1246 |
300
- | No log | 38.3077 | 498 | 1.3363 | 0.5581 | 1.3363 | 1.1560 |
301
- | 0.3462 | 38.4615 | 500 | 1.3440 | 0.5496 | 1.3440 | 1.1593 |
302
- | 0.3462 | 38.6154 | 502 | 1.3042 | 0.5581 | 1.3042 | 1.1420 |
303
- | 0.3462 | 38.7692 | 504 | 1.2260 | 0.5312 | 1.2260 | 1.1073 |
304
- | 0.3462 | 38.9231 | 506 | 1.1640 | 0.5197 | 1.1640 | 1.0789 |
305
- | 0.3462 | 39.0769 | 508 | 1.1464 | 0.5197 | 1.1464 | 1.0707 |
306
- | 0.3462 | 39.2308 | 510 | 1.1342 | 0.4516 | 1.1342 | 1.0650 |
307
- | 0.3462 | 39.3846 | 512 | 1.1380 | 0.4516 | 1.1380 | 1.0668 |
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task1_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_k4_task1_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: 1.4430
19
+ - Qwk: 0.4462
20
+ - Mse: 1.4430
21
+ - Rmse: 1.2012
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 6.9743 | 0.0056 | 6.9743 | 2.6409 |
53
+ | No log | 0.2222 | 4 | 4.5177 | 0.0583 | 4.5177 | 2.1255 |
54
+ | No log | 0.3333 | 6 | 3.9644 | -0.0290 | 3.9644 | 1.9911 |
55
+ | No log | 0.4444 | 8 | 3.7349 | -0.0100 | 3.7349 | 1.9326 |
56
+ | No log | 0.5556 | 10 | 2.5164 | 0.1361 | 2.5164 | 1.5863 |
57
+ | No log | 0.6667 | 12 | 2.1787 | 0.2707 | 2.1787 | 1.4760 |
58
+ | No log | 0.7778 | 14 | 1.9342 | 0.2443 | 1.9342 | 1.3907 |
59
+ | No log | 0.8889 | 16 | 1.7970 | 0.3306 | 1.7970 | 1.3405 |
60
+ | No log | 1.0 | 18 | 2.0448 | 0.2222 | 2.0448 | 1.4299 |
61
+ | No log | 1.1111 | 20 | 2.1720 | 0.0606 | 2.1720 | 1.4738 |
62
+ | No log | 1.2222 | 22 | 2.2997 | 0.0 | 2.2997 | 1.5165 |
63
+ | No log | 1.3333 | 24 | 2.1859 | 0.0699 | 2.1859 | 1.4785 |
64
+ | No log | 1.4444 | 26 | 1.9273 | 0.3101 | 1.9273 | 1.3883 |
65
+ | No log | 1.5556 | 28 | 1.5186 | 0.3793 | 1.5186 | 1.2323 |
66
+ | No log | 1.6667 | 30 | 1.3693 | 0.3802 | 1.3693 | 1.1702 |
67
+ | No log | 1.7778 | 32 | 1.3803 | 0.4032 | 1.3803 | 1.1749 |
68
+ | No log | 1.8889 | 34 | 1.4369 | 0.3360 | 1.4369 | 1.1987 |
69
+ | No log | 2.0 | 36 | 1.3911 | 0.3361 | 1.3911 | 1.1795 |
70
+ | No log | 2.1111 | 38 | 1.3171 | 0.3304 | 1.3171 | 1.1477 |
71
+ | No log | 2.2222 | 40 | 1.2675 | 0.3214 | 1.2675 | 1.1259 |
72
+ | No log | 2.3333 | 42 | 1.2991 | 0.2430 | 1.2991 | 1.1398 |
73
+ | No log | 2.4444 | 44 | 1.3477 | 0.2909 | 1.3477 | 1.1609 |
74
+ | No log | 2.5556 | 46 | 1.3803 | 0.3934 | 1.3803 | 1.1749 |
75
+ | No log | 2.6667 | 48 | 1.5387 | 0.4320 | 1.5387 | 1.2404 |
76
+ | No log | 2.7778 | 50 | 1.4328 | 0.4194 | 1.4328 | 1.1970 |
77
+ | No log | 2.8889 | 52 | 1.2984 | 0.4603 | 1.2984 | 1.1395 |
78
+ | No log | 3.0 | 54 | 1.2043 | 0.3393 | 1.2043 | 1.0974 |
79
+ | No log | 3.1111 | 56 | 1.1899 | 0.3929 | 1.1899 | 1.0908 |
80
+ | No log | 3.2222 | 58 | 1.1652 | 0.4425 | 1.1652 | 1.0794 |
81
+ | No log | 3.3333 | 60 | 1.0689 | 0.5378 | 1.0689 | 1.0339 |
82
+ | No log | 3.4444 | 62 | 1.1145 | 0.5 | 1.1145 | 1.0557 |
83
+ | No log | 3.5556 | 64 | 1.1364 | 0.5299 | 1.1364 | 1.0660 |
84
+ | No log | 3.6667 | 66 | 1.0558 | 0.5546 | 1.0558 | 1.0275 |
85
+ | No log | 3.7778 | 68 | 1.0511 | 0.5667 | 1.0511 | 1.0252 |
86
+ | No log | 3.8889 | 70 | 1.0732 | 0.5785 | 1.0732 | 1.0360 |
87
+ | No log | 4.0 | 72 | 1.0808 | 0.4918 | 1.0808 | 1.0396 |
88
+ | No log | 4.1111 | 74 | 1.1889 | 0.4219 | 1.1889 | 1.0903 |
89
+ | No log | 4.2222 | 76 | 1.0533 | 0.4754 | 1.0533 | 1.0263 |
90
+ | No log | 4.3333 | 78 | 1.0342 | 0.5785 | 1.0342 | 1.0170 |
91
+ | No log | 4.4444 | 80 | 1.1262 | 0.4957 | 1.1262 | 1.0612 |
92
+ | No log | 4.5556 | 82 | 1.0926 | 0.5424 | 1.0926 | 1.0453 |
93
+ | No log | 4.6667 | 84 | 0.9477 | 0.5528 | 0.9477 | 0.9735 |
94
+ | No log | 4.7778 | 86 | 0.9014 | 0.6142 | 0.9014 | 0.9494 |
95
+ | No log | 4.8889 | 88 | 0.9097 | 0.5806 | 0.9097 | 0.9538 |
96
+ | No log | 5.0 | 90 | 1.1263 | 0.5528 | 1.1263 | 1.0613 |
97
+ | No log | 5.1111 | 92 | 1.3515 | 0.4320 | 1.3515 | 1.1625 |
98
+ | No log | 5.2222 | 94 | 1.2247 | 0.5303 | 1.2247 | 1.1067 |
99
+ | No log | 5.3333 | 96 | 0.9168 | 0.6364 | 0.9168 | 0.9575 |
100
+ | No log | 5.4444 | 98 | 0.8474 | 0.6861 | 0.8474 | 0.9205 |
101
+ | No log | 5.5556 | 100 | 0.9026 | 0.6406 | 0.9026 | 0.9500 |
102
+ | No log | 5.6667 | 102 | 1.0778 | 0.5669 | 1.0778 | 1.0382 |
103
+ | No log | 5.7778 | 104 | 1.1396 | 0.5691 | 1.1396 | 1.0675 |
104
+ | No log | 5.8889 | 106 | 1.1842 | 0.5366 | 1.1842 | 1.0882 |
105
+ | No log | 6.0 | 108 | 1.0497 | 0.5902 | 1.0497 | 1.0245 |
106
+ | No log | 6.1111 | 110 | 0.9113 | 0.6308 | 0.9113 | 0.9546 |
107
+ | No log | 6.2222 | 112 | 1.0759 | 0.6165 | 1.0759 | 1.0373 |
108
+ | No log | 6.3333 | 114 | 1.4212 | 0.4148 | 1.4212 | 1.1921 |
109
+ | No log | 6.4444 | 116 | 1.5611 | 0.3382 | 1.5611 | 1.2494 |
110
+ | No log | 6.5556 | 118 | 1.4261 | 0.4328 | 1.4261 | 1.1942 |
111
+ | No log | 6.6667 | 120 | 1.0977 | 0.5625 | 1.0977 | 1.0477 |
112
+ | No log | 6.7778 | 122 | 1.0194 | 0.5806 | 1.0194 | 1.0096 |
113
+ | No log | 6.8889 | 124 | 1.1386 | 0.5246 | 1.1386 | 1.0670 |
114
+ | No log | 7.0 | 126 | 1.2958 | 0.4667 | 1.2958 | 1.1383 |
115
+ | No log | 7.1111 | 128 | 1.2563 | 0.56 | 1.2563 | 1.1208 |
116
+ | No log | 7.2222 | 130 | 1.1459 | 0.5625 | 1.1459 | 1.0705 |
117
+ | No log | 7.3333 | 132 | 1.0458 | 0.6349 | 1.0458 | 1.0226 |
118
+ | No log | 7.4444 | 134 | 1.0814 | 0.6032 | 1.0814 | 1.0399 |
119
+ | No log | 7.5556 | 136 | 1.1305 | 0.5512 | 1.1305 | 1.0633 |
120
+ | No log | 7.6667 | 138 | 1.1424 | 0.5954 | 1.1424 | 1.0688 |
121
+ | No log | 7.7778 | 140 | 1.1601 | 0.5846 | 1.1601 | 1.0771 |
122
+ | No log | 7.8889 | 142 | 1.2561 | 0.5323 | 1.2561 | 1.1208 |
123
+ | No log | 8.0 | 144 | 1.3384 | 0.4918 | 1.3384 | 1.1569 |
124
+ | No log | 8.1111 | 146 | 1.2721 | 0.5781 | 1.2721 | 1.1279 |
125
+ | No log | 8.2222 | 148 | 1.2146 | 0.6107 | 1.2146 | 1.1021 |
126
+ | No log | 8.3333 | 150 | 1.1761 | 0.6316 | 1.1761 | 1.0845 |
127
+ | No log | 8.4444 | 152 | 1.2942 | 0.5263 | 1.2942 | 1.1376 |
128
+ | No log | 8.5556 | 154 | 1.4332 | 0.3556 | 1.4332 | 1.1972 |
129
+ | No log | 8.6667 | 156 | 1.3854 | 0.4812 | 1.3854 | 1.1770 |
130
+ | No log | 8.7778 | 158 | 1.1258 | 0.6277 | 1.1258 | 1.0610 |
131
+ | No log | 8.8889 | 160 | 0.9422 | 0.6617 | 0.9422 | 0.9707 |
132
+ | No log | 9.0 | 162 | 0.9325 | 0.6364 | 0.9325 | 0.9657 |
133
+ | No log | 9.1111 | 164 | 1.0799 | 0.5926 | 1.0799 | 1.0392 |
134
+ | No log | 9.2222 | 166 | 1.1896 | 0.5263 | 1.1896 | 1.0907 |
135
+ | No log | 9.3333 | 168 | 1.1370 | 0.5522 | 1.1370 | 1.0663 |
136
+ | No log | 9.4444 | 170 | 1.1127 | 0.5564 | 1.1127 | 1.0549 |
137
+ | No log | 9.5556 | 172 | 1.1457 | 0.5224 | 1.1457 | 1.0704 |
138
+ | No log | 9.6667 | 174 | 1.3466 | 0.4627 | 1.3466 | 1.1604 |
139
+ | No log | 9.7778 | 176 | 1.4850 | 0.3881 | 1.4850 | 1.2186 |
140
+ | No log | 9.8889 | 178 | 1.3714 | 0.4662 | 1.3714 | 1.1711 |
141
+ | No log | 10.0 | 180 | 1.1340 | 0.5891 | 1.1340 | 1.0649 |
142
+ | No log | 10.1111 | 182 | 1.1376 | 0.5806 | 1.1376 | 1.0666 |
143
+ | No log | 10.2222 | 184 | 1.2677 | 0.528 | 1.2677 | 1.1259 |
144
+ | No log | 10.3333 | 186 | 1.5400 | 0.3200 | 1.5400 | 1.2410 |
145
+ | No log | 10.4444 | 188 | 1.7019 | 0.2899 | 1.7019 | 1.3046 |
146
+ | No log | 10.5556 | 190 | 1.8145 | 0.2676 | 1.8145 | 1.3470 |
147
+ | No log | 10.6667 | 192 | 1.6724 | 0.3143 | 1.6724 | 1.2932 |
148
+ | No log | 10.7778 | 194 | 1.3373 | 0.4580 | 1.3373 | 1.1564 |
149
+ | No log | 10.8889 | 196 | 0.9959 | 0.5854 | 0.9959 | 0.9980 |
150
+ | No log | 11.0 | 198 | 0.9493 | 0.5691 | 0.9493 | 0.9743 |
151
+ | No log | 11.1111 | 200 | 0.9699 | 0.5289 | 0.9699 | 0.9848 |
152
+ | No log | 11.2222 | 202 | 1.0356 | 0.5289 | 1.0356 | 1.0176 |
153
+ | No log | 11.3333 | 204 | 1.2311 | 0.5246 | 1.2311 | 1.1096 |
154
+ | No log | 11.4444 | 206 | 1.4269 | 0.4375 | 1.4269 | 1.1945 |
155
+ | No log | 11.5556 | 208 | 1.5276 | 0.3333 | 1.5276 | 1.2360 |
156
+ | No log | 11.6667 | 210 | 1.4638 | 0.3846 | 1.4638 | 1.2099 |
157
+ | No log | 11.7778 | 212 | 1.2702 | 0.5271 | 1.2702 | 1.1270 |
158
+ | No log | 11.8889 | 214 | 1.0182 | 0.6066 | 1.0182 | 1.0091 |
159
+ | No log | 12.0 | 216 | 0.9340 | 0.5968 | 0.9340 | 0.9665 |
160
+ | No log | 12.1111 | 218 | 0.9331 | 0.5968 | 0.9331 | 0.9660 |
161
+ | No log | 12.2222 | 220 | 0.9994 | 0.5785 | 0.9994 | 0.9997 |
162
+ | No log | 12.3333 | 222 | 1.1520 | 0.5873 | 1.1520 | 1.0733 |
163
+ | No log | 12.4444 | 224 | 1.2389 | 0.5714 | 1.2389 | 1.1130 |
164
+ | No log | 12.5556 | 226 | 1.3082 | 0.4844 | 1.3082 | 1.1438 |
165
+ | No log | 12.6667 | 228 | 1.3171 | 0.4733 | 1.3171 | 1.1476 |
166
+ | No log | 12.7778 | 230 | 1.3835 | 0.4427 | 1.3835 | 1.1762 |
167
+ | No log | 12.8889 | 232 | 1.3206 | 0.5224 | 1.3206 | 1.1492 |
168
+ | No log | 13.0 | 234 | 1.2898 | 0.5224 | 1.2898 | 1.1357 |
169
+ | No log | 13.1111 | 236 | 1.2636 | 0.5263 | 1.2636 | 1.1241 |
170
+ | No log | 13.2222 | 238 | 1.1806 | 0.4961 | 1.1806 | 1.0866 |
171
+ | No log | 13.3333 | 240 | 1.1748 | 0.4961 | 1.1748 | 1.0839 |
172
+ | No log | 13.4444 | 242 | 1.2031 | 0.4961 | 1.2031 | 1.0969 |
173
+ | No log | 13.5556 | 244 | 1.2453 | 0.4806 | 1.2453 | 1.1159 |
174
+ | No log | 13.6667 | 246 | 1.2099 | 0.496 | 1.2099 | 1.1000 |
175
+ | No log | 13.7778 | 248 | 1.1245 | 0.5203 | 1.1245 | 1.0604 |
176
+ | No log | 13.8889 | 250 | 1.0203 | 0.5738 | 1.0203 | 1.0101 |
177
+ | No log | 14.0 | 252 | 0.9969 | 0.624 | 0.9969 | 0.9984 |
178
+ | No log | 14.1111 | 254 | 1.0821 | 0.5669 | 1.0821 | 1.0402 |
179
+ | No log | 14.2222 | 256 | 1.2236 | 0.5271 | 1.2236 | 1.1062 |
180
+ | No log | 14.3333 | 258 | 1.4434 | 0.3910 | 1.4434 | 1.2014 |
181
+ | No log | 14.4444 | 260 | 1.6365 | 0.3382 | 1.6365 | 1.2793 |
182
+ | No log | 14.5556 | 262 | 1.6217 | 0.3284 | 1.6217 | 1.2735 |
183
+ | No log | 14.6667 | 264 | 1.5007 | 0.3511 | 1.5007 | 1.2250 |
184
+ | No log | 14.7778 | 266 | 1.3435 | 0.4228 | 1.3435 | 1.1591 |
185
+ | No log | 14.8889 | 268 | 1.1167 | 0.5984 | 1.1167 | 1.0568 |
186
+ | No log | 15.0 | 270 | 1.0198 | 0.6202 | 1.0198 | 1.0098 |
187
+ | No log | 15.1111 | 272 | 1.0683 | 0.6154 | 1.0683 | 1.0336 |
188
+ | No log | 15.2222 | 274 | 1.2313 | 0.5333 | 1.2313 | 1.1097 |
189
+ | No log | 15.3333 | 276 | 1.3267 | 0.5 | 1.3267 | 1.1518 |
190
+ | No log | 15.4444 | 278 | 1.3030 | 0.5255 | 1.3030 | 1.1415 |
191
+ | No log | 15.5556 | 280 | 1.2768 | 0.5373 | 1.2768 | 1.1300 |
192
+ | No log | 15.6667 | 282 | 1.3321 | 0.5414 | 1.3321 | 1.1542 |
193
+ | No log | 15.7778 | 284 | 1.3207 | 0.5263 | 1.3207 | 1.1492 |
194
+ | No log | 15.8889 | 286 | 1.3668 | 0.5152 | 1.3668 | 1.1691 |
195
+ | No log | 16.0 | 288 | 1.2822 | 0.56 | 1.2822 | 1.1323 |
196
+ | No log | 16.1111 | 290 | 1.1824 | 0.5806 | 1.1824 | 1.0874 |
197
+ | No log | 16.2222 | 292 | 1.1266 | 0.6129 | 1.1266 | 1.0614 |
198
+ | No log | 16.3333 | 294 | 1.1427 | 0.6016 | 1.1427 | 1.0690 |
199
+ | No log | 16.4444 | 296 | 1.1721 | 0.5938 | 1.1721 | 1.0826 |
200
+ | No log | 16.5556 | 298 | 1.2305 | 0.5630 | 1.2305 | 1.1093 |
201
+ | No log | 16.6667 | 300 | 1.2341 | 0.5401 | 1.2341 | 1.1109 |
202
+ | No log | 16.7778 | 302 | 1.2629 | 0.5401 | 1.2629 | 1.1238 |
203
+ | No log | 16.8889 | 304 | 1.2428 | 0.5736 | 1.2428 | 1.1148 |
204
+ | No log | 17.0 | 306 | 1.1434 | 0.5902 | 1.1434 | 1.0693 |
205
+ | No log | 17.1111 | 308 | 1.1544 | 0.5882 | 1.1544 | 1.0744 |
206
+ | No log | 17.2222 | 310 | 1.2500 | 0.5593 | 1.2500 | 1.1180 |
207
+ | No log | 17.3333 | 312 | 1.3537 | 0.5254 | 1.3537 | 1.1635 |
208
+ | No log | 17.4444 | 314 | 1.3923 | 0.4538 | 1.3923 | 1.1800 |
209
+ | No log | 17.5556 | 316 | 1.3080 | 0.5426 | 1.3080 | 1.1437 |
210
+ | No log | 17.6667 | 318 | 1.2201 | 0.5802 | 1.2201 | 1.1046 |
211
+ | No log | 17.7778 | 320 | 1.0863 | 0.6260 | 1.0863 | 1.0423 |
212
+ | No log | 17.8889 | 322 | 1.0600 | 0.6015 | 1.0600 | 1.0296 |
213
+ | No log | 18.0 | 324 | 1.0856 | 0.5714 | 1.0856 | 1.0419 |
214
+ | No log | 18.1111 | 326 | 1.1455 | 0.5522 | 1.1455 | 1.0703 |
215
+ | No log | 18.2222 | 328 | 1.1869 | 0.5954 | 1.1869 | 1.0895 |
216
+ | No log | 18.3333 | 330 | 1.1645 | 0.6154 | 1.1645 | 1.0791 |
217
+ | No log | 18.4444 | 332 | 1.1943 | 0.6154 | 1.1943 | 1.0928 |
218
+ | No log | 18.5556 | 334 | 1.3019 | 0.5231 | 1.3019 | 1.1410 |
219
+ | No log | 18.6667 | 336 | 1.3710 | 0.4242 | 1.3710 | 1.1709 |
220
+ | No log | 18.7778 | 338 | 1.3007 | 0.4812 | 1.3007 | 1.1405 |
221
+ | No log | 18.8889 | 340 | 1.1619 | 0.6154 | 1.1619 | 1.0779 |
222
+ | No log | 19.0 | 342 | 1.0198 | 0.6154 | 1.0198 | 1.0099 |
223
+ | No log | 19.1111 | 344 | 0.9985 | 0.6357 | 0.9985 | 0.9992 |
224
+ | No log | 19.2222 | 346 | 1.0318 | 0.6154 | 1.0318 | 1.0158 |
225
+ | No log | 19.3333 | 348 | 1.0464 | 0.6 | 1.0464 | 1.0230 |
226
+ | No log | 19.4444 | 350 | 1.0769 | 0.5954 | 1.0769 | 1.0378 |
227
+ | No log | 19.5556 | 352 | 1.1472 | 0.5373 | 1.1472 | 1.0711 |
228
+ | No log | 19.6667 | 354 | 1.1279 | 0.5909 | 1.1279 | 1.0620 |
229
+ | No log | 19.7778 | 356 | 1.1320 | 0.5954 | 1.1320 | 1.0640 |
230
+ | No log | 19.8889 | 358 | 1.1677 | 0.6 | 1.1677 | 1.0806 |
231
+ | No log | 20.0 | 360 | 1.1278 | 0.5854 | 1.1278 | 1.0620 |
232
+ | No log | 20.1111 | 362 | 1.0992 | 0.5455 | 1.0992 | 1.0484 |
233
+ | No log | 20.2222 | 364 | 1.0879 | 0.5455 | 1.0879 | 1.0430 |
234
+ | No log | 20.3333 | 366 | 1.1179 | 0.6080 | 1.1179 | 1.0573 |
235
+ | No log | 20.4444 | 368 | 1.1338 | 0.6190 | 1.1338 | 1.0648 |
236
+ | No log | 20.5556 | 370 | 1.1463 | 0.6154 | 1.1463 | 1.0707 |
237
+ | No log | 20.6667 | 372 | 1.1613 | 0.5954 | 1.1613 | 1.0776 |
238
+ | No log | 20.7778 | 374 | 1.0967 | 0.6047 | 1.0967 | 1.0472 |
239
+ | No log | 20.8889 | 376 | 1.0282 | 0.6299 | 1.0282 | 1.0140 |
240
+ | No log | 21.0 | 378 | 1.0064 | 0.6406 | 1.0064 | 1.0032 |
241
+ | No log | 21.1111 | 380 | 1.0620 | 0.6349 | 1.0620 | 1.0305 |
242
+ | No log | 21.2222 | 382 | 1.1367 | 0.625 | 1.1367 | 1.0661 |
243
+ | No log | 21.3333 | 384 | 1.2001 | 0.5891 | 1.2001 | 1.0955 |
244
+ | No log | 21.4444 | 386 | 1.2424 | 0.5303 | 1.2424 | 1.1146 |
245
+ | No log | 21.5556 | 388 | 1.2679 | 0.4889 | 1.2679 | 1.1260 |
246
+ | No log | 21.6667 | 390 | 1.2539 | 0.5075 | 1.2539 | 1.1198 |
247
+ | No log | 21.7778 | 392 | 1.2215 | 0.4962 | 1.2215 | 1.1052 |
248
+ | No log | 21.8889 | 394 | 1.2601 | 0.5191 | 1.2601 | 1.1225 |
249
+ | No log | 22.0 | 396 | 1.3149 | 0.5113 | 1.3149 | 1.1467 |
250
+ | No log | 22.1111 | 398 | 1.3345 | 0.4662 | 1.3345 | 1.1552 |
251
+ | No log | 22.2222 | 400 | 1.2944 | 0.4567 | 1.2944 | 1.1377 |
252
+ | No log | 22.3333 | 402 | 1.2315 | 0.5484 | 1.2315 | 1.1097 |
253
+ | No log | 22.4444 | 404 | 1.2181 | 0.5366 | 1.2181 | 1.1037 |
254
+ | No log | 22.5556 | 406 | 1.1720 | 0.5366 | 1.1720 | 1.0826 |
255
+ | No log | 22.6667 | 408 | 1.1614 | 0.5760 | 1.1614 | 1.0777 |
256
+ | No log | 22.7778 | 410 | 1.1053 | 0.6032 | 1.1053 | 1.0513 |
257
+ | No log | 22.8889 | 412 | 1.1023 | 0.6032 | 1.1023 | 1.0499 |
258
+ | No log | 23.0 | 414 | 1.1573 | 0.6032 | 1.1573 | 1.0758 |
259
+ | No log | 23.1111 | 416 | 1.2622 | 0.4375 | 1.2622 | 1.1235 |
260
+ | No log | 23.2222 | 418 | 1.2904 | 0.4375 | 1.2904 | 1.1359 |
261
+ | No log | 23.3333 | 420 | 1.2488 | 0.4375 | 1.2488 | 1.1175 |
262
+ | No log | 23.4444 | 422 | 1.1667 | 0.6032 | 1.1667 | 1.0802 |
263
+ | No log | 23.5556 | 424 | 1.1856 | 0.5920 | 1.1856 | 1.0889 |
264
+ | No log | 23.6667 | 426 | 1.2087 | 0.5760 | 1.2087 | 1.0994 |
265
+ | No log | 23.7778 | 428 | 1.2613 | 0.48 | 1.2613 | 1.1231 |
266
+ | No log | 23.8889 | 430 | 1.2480 | 0.4724 | 1.2480 | 1.1171 |
267
+ | No log | 24.0 | 432 | 1.2246 | 0.4923 | 1.2246 | 1.1066 |
268
+ | No log | 24.1111 | 434 | 1.2164 | 0.5373 | 1.2164 | 1.1029 |
269
+ | No log | 24.2222 | 436 | 1.1731 | 0.6 | 1.1731 | 1.0831 |
270
+ | No log | 24.3333 | 438 | 1.2160 | 0.5469 | 1.2160 | 1.1027 |
271
+ | No log | 24.4444 | 440 | 1.3424 | 0.4062 | 1.3424 | 1.1586 |
272
+ | No log | 24.5556 | 442 | 1.4665 | 0.3906 | 1.4665 | 1.2110 |
273
+ | No log | 24.6667 | 444 | 1.4638 | 0.375 | 1.4638 | 1.2099 |
274
+ | No log | 24.7778 | 446 | 1.3457 | 0.4320 | 1.3457 | 1.1600 |
275
+ | No log | 24.8889 | 448 | 1.2420 | 0.4878 | 1.2420 | 1.1145 |
276
+ | No log | 25.0 | 450 | 1.2107 | 0.5161 | 1.2107 | 1.1003 |
277
+ | No log | 25.1111 | 452 | 1.2569 | 0.5556 | 1.2569 | 1.1211 |
278
+ | No log | 25.2222 | 454 | 1.4007 | 0.3721 | 1.4007 | 1.1835 |
279
+ | No log | 25.3333 | 456 | 1.5439 | 0.3206 | 1.5439 | 1.2425 |
280
+ | No log | 25.4444 | 458 | 1.5695 | 0.2923 | 1.5695 | 1.2528 |
281
+ | No log | 25.5556 | 460 | 1.5158 | 0.3721 | 1.5158 | 1.2312 |
282
+ | No log | 25.6667 | 462 | 1.4487 | 0.4355 | 1.4487 | 1.2036 |
283
+ | No log | 25.7778 | 464 | 1.4207 | 0.3448 | 1.4207 | 1.1919 |
284
+ | No log | 25.8889 | 466 | 1.4445 | 0.3130 | 1.4445 | 1.2019 |
285
+ | No log | 26.0 | 468 | 1.4732 | 0.3130 | 1.4732 | 1.2137 |
286
+ | No log | 26.1111 | 470 | 1.4732 | 0.3529 | 1.4732 | 1.2137 |
287
+ | No log | 26.2222 | 472 | 1.4867 | 0.3967 | 1.4867 | 1.2193 |
288
+ | No log | 26.3333 | 474 | 1.5320 | 0.4032 | 1.5320 | 1.2378 |
289
+ | No log | 26.4444 | 476 | 1.5486 | 0.3937 | 1.5486 | 1.2444 |
290
+ | No log | 26.5556 | 478 | 1.5593 | 0.3438 | 1.5593 | 1.2487 |
291
+ | No log | 26.6667 | 480 | 1.5145 | 0.3692 | 1.5145 | 1.2307 |
292
+ | No log | 26.7778 | 482 | 1.4010 | 0.4154 | 1.4010 | 1.1836 |
293
+ | No log | 26.8889 | 484 | 1.3069 | 0.4844 | 1.3069 | 1.1432 |
294
+ | No log | 27.0 | 486 | 1.3233 | 0.4615 | 1.3233 | 1.1504 |
295
+ | No log | 27.1111 | 488 | 1.3560 | 0.4211 | 1.3560 | 1.1645 |
296
+ | No log | 27.2222 | 490 | 1.3921 | 0.4118 | 1.3921 | 1.1799 |
297
+ | No log | 27.3333 | 492 | 1.3595 | 0.4211 | 1.3595 | 1.1660 |
298
+ | No log | 27.4444 | 494 | 1.2770 | 0.5224 | 1.2770 | 1.1301 |
299
+ | No log | 27.5556 | 496 | 1.2829 | 0.4615 | 1.2829 | 1.1327 |
300
+ | No log | 27.6667 | 498 | 1.3205 | 0.4341 | 1.3205 | 1.1491 |
301
+ | 0.3673 | 27.7778 | 500 | 1.3779 | 0.4496 | 1.3779 | 1.1738 |
302
+ | 0.3673 | 27.8889 | 502 | 1.4775 | 0.3939 | 1.4775 | 1.2155 |
303
+ | 0.3673 | 28.0 | 504 | 1.4660 | 0.3876 | 1.4660 | 1.2108 |
304
+ | 0.3673 | 28.1111 | 506 | 1.4136 | 0.4154 | 1.4136 | 1.1889 |
305
+ | 0.3673 | 28.2222 | 508 | 1.3803 | 0.4496 | 1.3803 | 1.1748 |
306
+ | 0.3673 | 28.3333 | 510 | 1.3350 | 0.4603 | 1.3350 | 1.1554 |
307
+ | 0.3673 | 28.4444 | 512 | 1.3847 | 0.4496 | 1.3847 | 1.1767 |
308
+ | 0.3673 | 28.5556 | 514 | 1.4287 | 0.4154 | 1.4287 | 1.1953 |
309
+ | 0.3673 | 28.6667 | 516 | 1.5378 | 0.3459 | 1.5378 | 1.2401 |
310
+ | 0.3673 | 28.7778 | 518 | 1.5653 | 0.3556 | 1.5653 | 1.2511 |
311
+ | 0.3673 | 28.8889 | 520 | 1.4430 | 0.4462 | 1.4430 | 1.2012 |
312
 
313
 
314
  ### Framework versions