Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k14_task5_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
MayBashendy commited on
Commit
06fb7f1
·
verified ·
1 Parent(s): 0ddb6a6

End of training

Browse files
Files changed (1) hide show
  1. README.md +261 -346
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_FineTuningAraBERT_run1_AugV5_k13_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_FineTuningAraBERT_run1_AugV5_k13_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: 0.6363
19
- - Qwk: 0.5274
20
- - Mse: 0.6363
21
- - Rmse: 0.7977
22
 
23
  ## Model description
24
 
@@ -49,346 +49,261 @@ The following hyperparameters were used during training:
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.0588 | 2 | 3.9977 | -0.0151 | 3.9977 | 1.9994 |
53
- | No log | 0.1176 | 4 | 2.1675 | -0.0525 | 2.1675 | 1.4722 |
54
- | No log | 0.1765 | 6 | 1.7576 | -0.0595 | 1.7576 | 1.3257 |
55
- | No log | 0.2353 | 8 | 1.4616 | 0.0056 | 1.4616 | 1.2090 |
56
- | No log | 0.2941 | 10 | 1.2390 | 0.0496 | 1.2390 | 1.1131 |
57
- | No log | 0.3529 | 12 | 1.1145 | 0.1549 | 1.1145 | 1.0557 |
58
- | No log | 0.4118 | 14 | 1.0946 | 0.2441 | 1.0946 | 1.0462 |
59
- | No log | 0.4706 | 16 | 1.1252 | 0.2441 | 1.1252 | 1.0608 |
60
- | No log | 0.5294 | 18 | 1.0632 | 0.1799 | 1.0632 | 1.0311 |
61
- | No log | 0.5882 | 20 | 1.0605 | 0.1771 | 1.0605 | 1.0298 |
62
- | No log | 0.6471 | 22 | 1.0797 | 0.0919 | 1.0797 | 1.0391 |
63
- | No log | 0.7059 | 24 | 1.0853 | 0.0385 | 1.0853 | 1.0418 |
64
- | No log | 0.7647 | 26 | 1.0887 | 0.2391 | 1.0887 | 1.0434 |
65
- | No log | 0.8235 | 28 | 1.0628 | 0.2643 | 1.0628 | 1.0309 |
66
- | No log | 0.8824 | 30 | 1.0715 | 0.1330 | 1.0715 | 1.0352 |
67
- | No log | 0.9412 | 32 | 1.1402 | 0.0762 | 1.1402 | 1.0678 |
68
- | No log | 1.0 | 34 | 1.1104 | 0.1203 | 1.1104 | 1.0537 |
69
- | No log | 1.0588 | 36 | 1.0230 | 0.1389 | 1.0230 | 1.0114 |
70
- | No log | 1.1176 | 38 | 0.9922 | 0.2291 | 0.9922 | 0.9961 |
71
- | No log | 1.1765 | 40 | 1.0692 | 0.3003 | 1.0692 | 1.0340 |
72
- | No log | 1.2353 | 42 | 1.1217 | 0.2880 | 1.1217 | 1.0591 |
73
- | No log | 1.2941 | 44 | 1.0542 | 0.3229 | 1.0542 | 1.0267 |
74
- | No log | 1.3529 | 46 | 0.9995 | 0.2716 | 0.9995 | 0.9997 |
75
- | No log | 1.4118 | 48 | 1.0600 | 0.1196 | 1.0600 | 1.0296 |
76
- | No log | 1.4706 | 50 | 1.0961 | 0.0981 | 1.0961 | 1.0469 |
77
- | No log | 1.5294 | 52 | 1.0568 | 0.1076 | 1.0568 | 1.0280 |
78
- | No log | 1.5882 | 54 | 0.9990 | 0.1545 | 0.9990 | 0.9995 |
79
- | No log | 1.6471 | 56 | 0.9550 | 0.3393 | 0.9550 | 0.9772 |
80
- | No log | 1.7059 | 58 | 1.0176 | 0.2842 | 1.0176 | 1.0088 |
81
- | No log | 1.7647 | 60 | 1.0994 | 0.2142 | 1.0994 | 1.0485 |
82
- | No log | 1.8235 | 62 | 1.2389 | 0.1281 | 1.2389 | 1.1131 |
83
- | No log | 1.8824 | 64 | 1.3146 | 0.1281 | 1.3146 | 1.1466 |
84
- | No log | 1.9412 | 66 | 1.1951 | 0.1968 | 1.1951 | 1.0932 |
85
- | No log | 2.0 | 68 | 1.2402 | 0.1807 | 1.2402 | 1.1136 |
86
- | No log | 2.0588 | 70 | 1.2306 | 0.2668 | 1.2306 | 1.1093 |
87
- | No log | 2.1176 | 72 | 1.0799 | 0.3505 | 1.0799 | 1.0392 |
88
- | No log | 2.1765 | 74 | 1.0698 | 0.2607 | 1.0698 | 1.0343 |
89
- | No log | 2.2353 | 76 | 1.0569 | 0.2607 | 1.0569 | 1.0281 |
90
- | No log | 2.2941 | 78 | 1.0392 | 0.3209 | 1.0392 | 1.0194 |
91
- | No log | 2.3529 | 80 | 1.0204 | 0.3435 | 1.0204 | 1.0101 |
92
- | No log | 2.4118 | 82 | 1.0335 | 0.2584 | 1.0335 | 1.0166 |
93
- | No log | 2.4706 | 84 | 0.9952 | 0.3819 | 0.9952 | 0.9976 |
94
- | No log | 2.5294 | 86 | 0.9628 | 0.3819 | 0.9628 | 0.9812 |
95
- | No log | 2.5882 | 88 | 0.9194 | 0.3819 | 0.9194 | 0.9589 |
96
- | No log | 2.6471 | 90 | 0.9119 | 0.4329 | 0.9119 | 0.9549 |
97
- | No log | 2.7059 | 92 | 0.9085 | 0.4482 | 0.9085 | 0.9531 |
98
- | No log | 2.7647 | 94 | 0.8565 | 0.5069 | 0.8565 | 0.9255 |
99
- | No log | 2.8235 | 96 | 1.0293 | 0.4628 | 1.0293 | 1.0145 |
100
- | No log | 2.8824 | 98 | 1.0833 | 0.4294 | 1.0833 | 1.0408 |
101
- | No log | 2.9412 | 100 | 1.0097 | 0.4854 | 1.0097 | 1.0048 |
102
- | No log | 3.0 | 102 | 0.7341 | 0.5388 | 0.7341 | 0.8568 |
103
- | No log | 3.0588 | 104 | 0.7417 | 0.4456 | 0.7417 | 0.8612 |
104
- | No log | 3.1176 | 106 | 0.7003 | 0.4610 | 0.7003 | 0.8369 |
105
- | No log | 3.1765 | 108 | 0.6944 | 0.4862 | 0.6944 | 0.8333 |
106
- | No log | 3.2353 | 110 | 0.6599 | 0.5509 | 0.6599 | 0.8123 |
107
- | No log | 3.2941 | 112 | 0.6283 | 0.5640 | 0.6283 | 0.7926 |
108
- | No log | 3.3529 | 114 | 0.6640 | 0.5425 | 0.6640 | 0.8148 |
109
- | No log | 3.4118 | 116 | 0.6474 | 0.5185 | 0.6474 | 0.8046 |
110
- | No log | 3.4706 | 118 | 0.5979 | 0.6475 | 0.5979 | 0.7732 |
111
- | No log | 3.5294 | 120 | 0.6072 | 0.6349 | 0.6072 | 0.7793 |
112
- | No log | 3.5882 | 122 | 0.6172 | 0.5426 | 0.6172 | 0.7856 |
113
- | No log | 3.6471 | 124 | 0.6672 | 0.4554 | 0.6672 | 0.8168 |
114
- | No log | 3.7059 | 126 | 0.6796 | 0.4427 | 0.6796 | 0.8244 |
115
- | No log | 3.7647 | 128 | 0.6640 | 0.5063 | 0.6640 | 0.8149 |
116
- | No log | 3.8235 | 130 | 0.6754 | 0.5542 | 0.6754 | 0.8218 |
117
- | No log | 3.8824 | 132 | 0.7183 | 0.5516 | 0.7183 | 0.8475 |
118
- | No log | 3.9412 | 134 | 0.9324 | 0.5082 | 0.9324 | 0.9656 |
119
- | No log | 4.0 | 136 | 0.8616 | 0.4794 | 0.8616 | 0.9282 |
120
- | No log | 4.0588 | 138 | 0.6888 | 0.5808 | 0.6888 | 0.8300 |
121
- | No log | 4.1176 | 140 | 0.7221 | 0.5603 | 0.7221 | 0.8498 |
122
- | No log | 4.1765 | 142 | 0.6874 | 0.5618 | 0.6874 | 0.8291 |
123
- | No log | 4.2353 | 144 | 0.6926 | 0.5113 | 0.6926 | 0.8322 |
124
- | No log | 4.2941 | 146 | 0.7494 | 0.4958 | 0.7494 | 0.8657 |
125
- | No log | 4.3529 | 148 | 0.9017 | 0.4666 | 0.9017 | 0.9496 |
126
- | No log | 4.4118 | 150 | 0.8599 | 0.3884 | 0.8599 | 0.9273 |
127
- | No log | 4.4706 | 152 | 0.7728 | 0.4041 | 0.7728 | 0.8791 |
128
- | No log | 4.5294 | 154 | 0.7868 | 0.4546 | 0.7868 | 0.8870 |
129
- | No log | 4.5882 | 156 | 0.7243 | 0.4730 | 0.7243 | 0.8511 |
130
- | No log | 4.6471 | 158 | 0.7060 | 0.5033 | 0.7060 | 0.8403 |
131
- | No log | 4.7059 | 160 | 0.7076 | 0.5273 | 0.7076 | 0.8412 |
132
- | No log | 4.7647 | 162 | 0.7070 | 0.5131 | 0.7070 | 0.8408 |
133
- | No log | 4.8235 | 164 | 0.7404 | 0.5442 | 0.7404 | 0.8604 |
134
- | No log | 4.8824 | 166 | 0.7718 | 0.5385 | 0.7718 | 0.8785 |
135
- | No log | 4.9412 | 168 | 0.6987 | 0.5698 | 0.6987 | 0.8359 |
136
- | No log | 5.0 | 170 | 0.6562 | 0.5370 | 0.6562 | 0.8101 |
137
- | No log | 5.0588 | 172 | 0.6467 | 0.5160 | 0.6467 | 0.8042 |
138
- | No log | 5.1176 | 174 | 0.6596 | 0.5517 | 0.6596 | 0.8122 |
139
- | No log | 5.1765 | 176 | 0.6641 | 0.5517 | 0.6641 | 0.8149 |
140
- | No log | 5.2353 | 178 | 0.6698 | 0.5703 | 0.6698 | 0.8184 |
141
- | No log | 5.2941 | 180 | 0.6713 | 0.5599 | 0.6713 | 0.8193 |
142
- | No log | 5.3529 | 182 | 0.6927 | 0.5934 | 0.6927 | 0.8323 |
143
- | No log | 5.4118 | 184 | 0.7977 | 0.5770 | 0.7977 | 0.8931 |
144
- | No log | 5.4706 | 186 | 0.6713 | 0.5830 | 0.6713 | 0.8193 |
145
- | No log | 5.5294 | 188 | 0.6588 | 0.5830 | 0.6588 | 0.8116 |
146
- | No log | 5.5882 | 190 | 0.8683 | 0.4851 | 0.8683 | 0.9318 |
147
- | No log | 5.6471 | 192 | 0.9916 | 0.4779 | 0.9916 | 0.9958 |
148
- | No log | 5.7059 | 194 | 1.0839 | 0.4214 | 1.0839 | 1.0411 |
149
- | No log | 5.7647 | 196 | 0.7954 | 0.4926 | 0.7954 | 0.8919 |
150
- | No log | 5.8235 | 198 | 0.6324 | 0.5978 | 0.6324 | 0.7953 |
151
- | No log | 5.8824 | 200 | 0.7129 | 0.5292 | 0.7129 | 0.8443 |
152
- | No log | 5.9412 | 202 | 0.6597 | 0.5686 | 0.6597 | 0.8122 |
153
- | No log | 6.0 | 204 | 0.6289 | 0.5359 | 0.6289 | 0.7930 |
154
- | No log | 6.0588 | 206 | 0.6298 | 0.5585 | 0.6298 | 0.7936 |
155
- | No log | 6.1176 | 208 | 0.6174 | 0.5712 | 0.6174 | 0.7858 |
156
- | No log | 6.1765 | 210 | 0.6090 | 0.5735 | 0.6090 | 0.7804 |
157
- | No log | 6.2353 | 212 | 0.6542 | 0.6090 | 0.6542 | 0.8088 |
158
- | No log | 6.2941 | 214 | 0.6805 | 0.6285 | 0.6805 | 0.8249 |
159
- | No log | 6.3529 | 216 | 0.7158 | 0.6445 | 0.7158 | 0.8461 |
160
- | No log | 6.4118 | 218 | 0.6650 | 0.6249 | 0.6650 | 0.8155 |
161
- | No log | 6.4706 | 220 | 0.6637 | 0.5919 | 0.6637 | 0.8147 |
162
- | No log | 6.5294 | 222 | 1.0882 | 0.4485 | 1.0882 | 1.0432 |
163
- | No log | 6.5882 | 224 | 1.1433 | 0.3968 | 1.1433 | 1.0692 |
164
- | No log | 6.6471 | 226 | 0.8100 | 0.5895 | 0.8100 | 0.9000 |
165
- | No log | 6.7059 | 228 | 0.6299 | 0.5939 | 0.6299 | 0.7936 |
166
- | No log | 6.7647 | 230 | 0.6531 | 0.6370 | 0.6531 | 0.8082 |
167
- | No log | 6.8235 | 232 | 0.7317 | 0.5810 | 0.7317 | 0.8554 |
168
- | No log | 6.8824 | 234 | 0.7556 | 0.5598 | 0.7556 | 0.8692 |
169
- | No log | 6.9412 | 236 | 0.7105 | 0.4697 | 0.7105 | 0.8429 |
170
- | No log | 7.0 | 238 | 0.6331 | 0.5759 | 0.6331 | 0.7957 |
171
- | No log | 7.0588 | 240 | 0.6303 | 0.5747 | 0.6303 | 0.7939 |
172
- | No log | 7.1176 | 242 | 0.6329 | 0.5972 | 0.6329 | 0.7956 |
173
- | No log | 7.1765 | 244 | 0.6671 | 0.5605 | 0.6671 | 0.8168 |
174
- | No log | 7.2353 | 246 | 0.7328 | 0.4444 | 0.7328 | 0.8560 |
175
- | No log | 7.2941 | 248 | 0.7813 | 0.3558 | 0.7813 | 0.8839 |
176
- | No log | 7.3529 | 250 | 0.8980 | 0.4158 | 0.8980 | 0.9476 |
177
- | No log | 7.4118 | 252 | 0.8916 | 0.4158 | 0.8916 | 0.9442 |
178
- | No log | 7.4706 | 254 | 0.7598 | 0.4301 | 0.7598 | 0.8717 |
179
- | No log | 7.5294 | 256 | 0.6907 | 0.4893 | 0.6907 | 0.8311 |
180
- | No log | 7.5882 | 258 | 0.7093 | 0.5315 | 0.7093 | 0.8422 |
181
- | No log | 7.6471 | 260 | 0.6964 | 0.5536 | 0.6964 | 0.8345 |
182
- | No log | 7.7059 | 262 | 0.6831 | 0.5003 | 0.6831 | 0.8265 |
183
- | No log | 7.7647 | 264 | 0.7878 | 0.5178 | 0.7878 | 0.8876 |
184
- | No log | 7.8235 | 266 | 0.8377 | 0.4875 | 0.8377 | 0.9153 |
185
- | No log | 7.8824 | 268 | 0.7562 | 0.5306 | 0.7562 | 0.8696 |
186
- | No log | 7.9412 | 270 | 0.6528 | 0.4626 | 0.6528 | 0.8079 |
187
- | No log | 8.0 | 272 | 0.6861 | 0.5548 | 0.6861 | 0.8283 |
188
- | No log | 8.0588 | 274 | 0.7659 | 0.5884 | 0.7659 | 0.8752 |
189
- | No log | 8.1176 | 276 | 0.7368 | 0.5884 | 0.7368 | 0.8584 |
190
- | No log | 8.1765 | 278 | 0.6397 | 0.5977 | 0.6397 | 0.7998 |
191
- | No log | 8.2353 | 280 | 0.6344 | 0.5503 | 0.6344 | 0.7965 |
192
- | No log | 8.2941 | 282 | 0.7155 | 0.5178 | 0.7155 | 0.8459 |
193
- | No log | 8.3529 | 284 | 0.7383 | 0.4917 | 0.7383 | 0.8593 |
194
- | No log | 8.4118 | 286 | 0.6539 | 0.5333 | 0.6539 | 0.8087 |
195
- | No log | 8.4706 | 288 | 0.6305 | 0.5823 | 0.6305 | 0.7941 |
196
- | No log | 8.5294 | 290 | 0.6336 | 0.5938 | 0.6336 | 0.7960 |
197
- | No log | 8.5882 | 292 | 0.6060 | 0.6219 | 0.6060 | 0.7784 |
198
- | No log | 8.6471 | 294 | 0.6421 | 0.5654 | 0.6421 | 0.8013 |
199
- | No log | 8.7059 | 296 | 0.7163 | 0.6107 | 0.7163 | 0.8464 |
200
- | No log | 8.7647 | 298 | 0.7468 | 0.6151 | 0.7468 | 0.8642 |
201
- | No log | 8.8235 | 300 | 0.6696 | 0.6209 | 0.6696 | 0.8183 |
202
- | No log | 8.8824 | 302 | 0.6021 | 0.6745 | 0.6021 | 0.7760 |
203
- | No log | 8.9412 | 304 | 0.6037 | 0.6039 | 0.6037 | 0.7770 |
204
- | No log | 9.0 | 306 | 0.5988 | 0.6065 | 0.5988 | 0.7738 |
205
- | No log | 9.0588 | 308 | 0.6567 | 0.5833 | 0.6567 | 0.8104 |
206
- | No log | 9.1176 | 310 | 0.6925 | 0.5728 | 0.6925 | 0.8322 |
207
- | No log | 9.1765 | 312 | 0.6638 | 0.4828 | 0.6638 | 0.8147 |
208
- | No log | 9.2353 | 314 | 0.6335 | 0.5245 | 0.6335 | 0.7960 |
209
- | No log | 9.2941 | 316 | 0.6299 | 0.5259 | 0.6299 | 0.7936 |
210
- | No log | 9.3529 | 318 | 0.6341 | 0.5232 | 0.6341 | 0.7963 |
211
- | No log | 9.4118 | 320 | 0.6985 | 0.5170 | 0.6985 | 0.8358 |
212
- | No log | 9.4706 | 322 | 0.7424 | 0.5800 | 0.7424 | 0.8616 |
213
- | No log | 9.5294 | 324 | 0.6729 | 0.5397 | 0.6729 | 0.8203 |
214
- | No log | 9.5882 | 326 | 0.6103 | 0.5810 | 0.6103 | 0.7812 |
215
- | No log | 9.6471 | 328 | 0.5903 | 0.5874 | 0.5903 | 0.7683 |
216
- | No log | 9.7059 | 330 | 0.5873 | 0.5644 | 0.5873 | 0.7664 |
217
- | No log | 9.7647 | 332 | 0.5791 | 0.5622 | 0.5791 | 0.7610 |
218
- | No log | 9.8235 | 334 | 0.5736 | 0.5622 | 0.5736 | 0.7573 |
219
- | No log | 9.8824 | 336 | 0.5723 | 0.5847 | 0.5723 | 0.7565 |
220
- | No log | 9.9412 | 338 | 0.5617 | 0.6175 | 0.5617 | 0.7495 |
221
- | No log | 10.0 | 340 | 0.5575 | 0.5972 | 0.5575 | 0.7467 |
222
- | No log | 10.0588 | 342 | 0.5558 | 0.6096 | 0.5558 | 0.7455 |
223
- | No log | 10.1176 | 344 | 0.5574 | 0.5874 | 0.5574 | 0.7466 |
224
- | No log | 10.1765 | 346 | 0.5608 | 0.5631 | 0.5608 | 0.7489 |
225
- | No log | 10.2353 | 348 | 0.5691 | 0.5983 | 0.5691 | 0.7544 |
226
- | No log | 10.2941 | 350 | 0.5802 | 0.5983 | 0.5802 | 0.7617 |
227
- | No log | 10.3529 | 352 | 0.5930 | 0.6096 | 0.5930 | 0.7701 |
228
- | No log | 10.4118 | 354 | 0.6050 | 0.6096 | 0.6050 | 0.7778 |
229
- | No log | 10.4706 | 356 | 0.6139 | 0.5847 | 0.6139 | 0.7835 |
230
- | No log | 10.5294 | 358 | 0.6057 | 0.5656 | 0.6057 | 0.7783 |
231
- | No log | 10.5882 | 360 | 0.6564 | 0.5486 | 0.6564 | 0.8102 |
232
- | No log | 10.6471 | 362 | 0.6734 | 0.5476 | 0.6734 | 0.8206 |
233
- | No log | 10.7059 | 364 | 0.6064 | 0.5794 | 0.6064 | 0.7787 |
234
- | No log | 10.7647 | 366 | 0.5838 | 0.6096 | 0.5838 | 0.7641 |
235
- | No log | 10.8235 | 368 | 0.5998 | 0.5960 | 0.5998 | 0.7744 |
236
- | No log | 10.8824 | 370 | 0.5917 | 0.5874 | 0.5917 | 0.7692 |
237
- | No log | 10.9412 | 372 | 0.6083 | 0.5783 | 0.6083 | 0.7800 |
238
- | No log | 11.0 | 374 | 0.6059 | 0.5868 | 0.6059 | 0.7784 |
239
- | No log | 11.0588 | 376 | 0.6097 | 0.5819 | 0.6097 | 0.7809 |
240
- | No log | 11.1176 | 378 | 0.6041 | 0.5614 | 0.6041 | 0.7773 |
241
- | No log | 11.1765 | 380 | 0.6173 | 0.5734 | 0.6173 | 0.7857 |
242
- | No log | 11.2353 | 382 | 0.6234 | 0.5734 | 0.6234 | 0.7896 |
243
- | No log | 11.2941 | 384 | 0.6259 | 0.5618 | 0.6259 | 0.7911 |
244
- | No log | 11.3529 | 386 | 0.6421 | 0.5163 | 0.6421 | 0.8013 |
245
- | No log | 11.4118 | 388 | 0.6737 | 0.5205 | 0.6737 | 0.8208 |
246
- | No log | 11.4706 | 390 | 0.6585 | 0.5182 | 0.6585 | 0.8115 |
247
- | No log | 11.5294 | 392 | 0.6437 | 0.5606 | 0.6437 | 0.8023 |
248
- | No log | 11.5882 | 394 | 0.6387 | 0.5587 | 0.6387 | 0.7992 |
249
- | No log | 11.6471 | 396 | 0.6350 | 0.6133 | 0.6350 | 0.7969 |
250
- | No log | 11.7059 | 398 | 0.6285 | 0.5594 | 0.6285 | 0.7928 |
251
- | No log | 11.7647 | 400 | 0.6590 | 0.5633 | 0.6590 | 0.8118 |
252
- | No log | 11.8235 | 402 | 0.6795 | 0.5633 | 0.6795 | 0.8243 |
253
- | No log | 11.8824 | 404 | 0.6408 | 0.5618 | 0.6408 | 0.8005 |
254
- | No log | 11.9412 | 406 | 0.6383 | 0.5370 | 0.6383 | 0.7989 |
255
- | No log | 12.0 | 408 | 0.6495 | 0.5475 | 0.6495 | 0.8059 |
256
- | No log | 12.0588 | 410 | 0.6485 | 0.5582 | 0.6485 | 0.8053 |
257
- | No log | 12.1176 | 412 | 0.6453 | 0.5475 | 0.6453 | 0.8033 |
258
- | No log | 12.1765 | 414 | 0.6675 | 0.5182 | 0.6675 | 0.8170 |
259
- | No log | 12.2353 | 416 | 0.7428 | 0.5586 | 0.7428 | 0.8619 |
260
- | No log | 12.2941 | 418 | 0.7701 | 0.5368 | 0.7701 | 0.8776 |
261
- | No log | 12.3529 | 420 | 0.7200 | 0.5446 | 0.7200 | 0.8485 |
262
- | No log | 12.4118 | 422 | 0.6807 | 0.5313 | 0.6807 | 0.8251 |
263
- | No log | 12.4706 | 424 | 0.6570 | 0.5301 | 0.6570 | 0.8105 |
264
- | No log | 12.5294 | 426 | 0.6376 | 0.5822 | 0.6376 | 0.7985 |
265
- | No log | 12.5882 | 428 | 0.6262 | 0.5833 | 0.6262 | 0.7913 |
266
- | No log | 12.6471 | 430 | 0.6198 | 0.5383 | 0.6198 | 0.7873 |
267
- | No log | 12.7059 | 432 | 0.6243 | 0.5536 | 0.6243 | 0.7901 |
268
- | No log | 12.7647 | 434 | 0.6138 | 0.5626 | 0.6138 | 0.7835 |
269
- | No log | 12.8235 | 436 | 0.6168 | 0.5517 | 0.6168 | 0.7853 |
270
- | No log | 12.8824 | 438 | 0.6077 | 0.5606 | 0.6077 | 0.7795 |
271
- | No log | 12.9412 | 440 | 0.6176 | 0.5759 | 0.6176 | 0.7859 |
272
- | No log | 13.0 | 442 | 0.6975 | 0.5560 | 0.6975 | 0.8352 |
273
- | No log | 13.0588 | 444 | 0.6861 | 0.5887 | 0.6861 | 0.8283 |
274
- | No log | 13.1176 | 446 | 0.6122 | 0.5961 | 0.6122 | 0.7825 |
275
- | No log | 13.1765 | 448 | 0.6078 | 0.5869 | 0.6078 | 0.7796 |
276
- | No log | 13.2353 | 450 | 0.6387 | 0.6386 | 0.6387 | 0.7992 |
277
- | No log | 13.2941 | 452 | 0.6264 | 0.5823 | 0.6264 | 0.7914 |
278
- | No log | 13.3529 | 454 | 0.6013 | 0.5618 | 0.6013 | 0.7754 |
279
- | No log | 13.4118 | 456 | 0.5936 | 0.5450 | 0.5936 | 0.7704 |
280
- | No log | 13.4706 | 458 | 0.5943 | 0.5905 | 0.5943 | 0.7709 |
281
- | No log | 13.5294 | 460 | 0.6031 | 0.5890 | 0.6031 | 0.7766 |
282
- | No log | 13.5882 | 462 | 0.6011 | 0.5890 | 0.6011 | 0.7753 |
283
- | No log | 13.6471 | 464 | 0.6179 | 0.5573 | 0.6179 | 0.7860 |
284
- | No log | 13.7059 | 466 | 0.5935 | 0.5684 | 0.5935 | 0.7704 |
285
- | No log | 13.7647 | 468 | 0.5926 | 0.5694 | 0.5926 | 0.7698 |
286
- | No log | 13.8235 | 470 | 0.6283 | 0.5730 | 0.6283 | 0.7927 |
287
- | No log | 13.8824 | 472 | 0.6400 | 0.5858 | 0.6400 | 0.8000 |
288
- | No log | 13.9412 | 474 | 0.6127 | 0.5228 | 0.6127 | 0.7828 |
289
- | No log | 14.0 | 476 | 0.6093 | 0.5215 | 0.6093 | 0.7806 |
290
- | No log | 14.0588 | 478 | 0.6305 | 0.5103 | 0.6305 | 0.7941 |
291
- | No log | 14.1176 | 480 | 0.6297 | 0.5455 | 0.6297 | 0.7935 |
292
- | No log | 14.1765 | 482 | 0.6147 | 0.5961 | 0.6147 | 0.7841 |
293
- | No log | 14.2353 | 484 | 0.6489 | 0.5726 | 0.6489 | 0.8056 |
294
- | No log | 14.2941 | 486 | 0.6781 | 0.5621 | 0.6781 | 0.8234 |
295
- | No log | 14.3529 | 488 | 0.6739 | 0.5965 | 0.6739 | 0.8209 |
296
- | No log | 14.4118 | 490 | 0.6590 | 0.6175 | 0.6590 | 0.8118 |
297
- | No log | 14.4706 | 492 | 0.6330 | 0.6166 | 0.6330 | 0.7956 |
298
- | No log | 14.5294 | 494 | 0.5918 | 0.6392 | 0.5918 | 0.7693 |
299
- | No log | 14.5882 | 496 | 0.5779 | 0.6134 | 0.5779 | 0.7602 |
300
- | No log | 14.6471 | 498 | 0.5806 | 0.5770 | 0.5806 | 0.7620 |
301
- | 0.2954 | 14.7059 | 500 | 0.5927 | 0.5446 | 0.5927 | 0.7699 |
302
- | 0.2954 | 14.7647 | 502 | 0.5903 | 0.5653 | 0.5903 | 0.7683 |
303
- | 0.2954 | 14.8235 | 504 | 0.5974 | 0.5862 | 0.5974 | 0.7729 |
304
- | 0.2954 | 14.8824 | 506 | 0.5698 | 0.5830 | 0.5698 | 0.7549 |
305
- | 0.2954 | 14.9412 | 508 | 0.5764 | 0.6894 | 0.5764 | 0.7592 |
306
- | 0.2954 | 15.0 | 510 | 0.6240 | 0.6127 | 0.6240 | 0.7899 |
307
- | 0.2954 | 15.0588 | 512 | 0.6227 | 0.6127 | 0.6227 | 0.7891 |
308
- | 0.2954 | 15.1176 | 514 | 0.5971 | 0.6249 | 0.5971 | 0.7727 |
309
- | 0.2954 | 15.1765 | 516 | 0.5761 | 0.6018 | 0.5761 | 0.7590 |
310
- | 0.2954 | 15.2353 | 518 | 0.5829 | 0.5971 | 0.5829 | 0.7634 |
311
- | 0.2954 | 15.2941 | 520 | 0.6022 | 0.5770 | 0.6022 | 0.7760 |
312
- | 0.2954 | 15.3529 | 522 | 0.6054 | 0.5770 | 0.6054 | 0.7781 |
313
- | 0.2954 | 15.4118 | 524 | 0.5976 | 0.5638 | 0.5976 | 0.7730 |
314
- | 0.2954 | 15.4706 | 526 | 0.6168 | 0.5880 | 0.6168 | 0.7854 |
315
- | 0.2954 | 15.5294 | 528 | 0.6894 | 0.5927 | 0.6894 | 0.8303 |
316
- | 0.2954 | 15.5882 | 530 | 0.7859 | 0.5931 | 0.7859 | 0.8865 |
317
- | 0.2954 | 15.6471 | 532 | 0.8354 | 0.5423 | 0.8354 | 0.9140 |
318
- | 0.2954 | 15.7059 | 534 | 0.7931 | 0.5652 | 0.7931 | 0.8905 |
319
- | 0.2954 | 15.7647 | 536 | 0.7029 | 0.6137 | 0.7029 | 0.8384 |
320
- | 0.2954 | 15.8235 | 538 | 0.6304 | 0.5331 | 0.6304 | 0.7940 |
321
- | 0.2954 | 15.8824 | 540 | 0.6001 | 0.5234 | 0.6001 | 0.7746 |
322
- | 0.2954 | 15.9412 | 542 | 0.5975 | 0.5135 | 0.5975 | 0.7730 |
323
- | 0.2954 | 16.0 | 544 | 0.6122 | 0.5844 | 0.6122 | 0.7824 |
324
- | 0.2954 | 16.0588 | 546 | 0.6326 | 0.6008 | 0.6326 | 0.7954 |
325
- | 0.2954 | 16.1176 | 548 | 0.6211 | 0.5719 | 0.6211 | 0.7881 |
326
- | 0.2954 | 16.1765 | 550 | 0.6168 | 0.5558 | 0.6168 | 0.7854 |
327
- | 0.2954 | 16.2353 | 552 | 0.6254 | 0.5763 | 0.6254 | 0.7908 |
328
- | 0.2954 | 16.2941 | 554 | 0.6475 | 0.6459 | 0.6475 | 0.8047 |
329
- | 0.2954 | 16.3529 | 556 | 0.6819 | 0.6247 | 0.6819 | 0.8257 |
330
- | 0.2954 | 16.4118 | 558 | 0.6908 | 0.5988 | 0.6908 | 0.8312 |
331
- | 0.2954 | 16.4706 | 560 | 0.7021 | 0.5788 | 0.7021 | 0.8379 |
332
- | 0.2954 | 16.5294 | 562 | 0.6955 | 0.5788 | 0.6955 | 0.8340 |
333
- | 0.2954 | 16.5882 | 564 | 0.6614 | 0.5788 | 0.6614 | 0.8133 |
334
- | 0.2954 | 16.6471 | 566 | 0.6179 | 0.6008 | 0.6179 | 0.7860 |
335
- | 0.2954 | 16.7059 | 568 | 0.6000 | 0.6118 | 0.6000 | 0.7746 |
336
- | 0.2954 | 16.7647 | 570 | 0.6000 | 0.6118 | 0.6000 | 0.7746 |
337
- | 0.2954 | 16.8235 | 572 | 0.6125 | 0.6218 | 0.6125 | 0.7826 |
338
- | 0.2954 | 16.8824 | 574 | 0.6152 | 0.6109 | 0.6152 | 0.7843 |
339
- | 0.2954 | 16.9412 | 576 | 0.6035 | 0.6073 | 0.6035 | 0.7769 |
340
- | 0.2954 | 17.0 | 578 | 0.5948 | 0.5657 | 0.5948 | 0.7712 |
341
- | 0.2954 | 17.0588 | 580 | 0.5898 | 0.5771 | 0.5898 | 0.7680 |
342
- | 0.2954 | 17.1176 | 582 | 0.5951 | 0.5809 | 0.5951 | 0.7714 |
343
- | 0.2954 | 17.1765 | 584 | 0.5962 | 0.5821 | 0.5962 | 0.7721 |
344
- | 0.2954 | 17.2353 | 586 | 0.5892 | 0.6347 | 0.5892 | 0.7676 |
345
- | 0.2954 | 17.2941 | 588 | 0.5820 | 0.6237 | 0.5820 | 0.7629 |
346
- | 0.2954 | 17.3529 | 590 | 0.6017 | 0.6689 | 0.6017 | 0.7757 |
347
- | 0.2954 | 17.4118 | 592 | 0.6354 | 0.6725 | 0.6354 | 0.7971 |
348
- | 0.2954 | 17.4706 | 594 | 0.6452 | 0.6725 | 0.6452 | 0.8032 |
349
- | 0.2954 | 17.5294 | 596 | 0.6645 | 0.6932 | 0.6645 | 0.8151 |
350
- | 0.2954 | 17.5882 | 598 | 0.6532 | 0.6640 | 0.6532 | 0.8082 |
351
- | 0.2954 | 17.6471 | 600 | 0.6251 | 0.5880 | 0.6251 | 0.7906 |
352
- | 0.2954 | 17.7059 | 602 | 0.5981 | 0.5955 | 0.5981 | 0.7734 |
353
- | 0.2954 | 17.7647 | 604 | 0.5962 | 0.5910 | 0.5962 | 0.7722 |
354
- | 0.2954 | 17.8235 | 606 | 0.6013 | 0.5681 | 0.6013 | 0.7755 |
355
- | 0.2954 | 17.8824 | 608 | 0.5911 | 0.5879 | 0.5911 | 0.7688 |
356
- | 0.2954 | 17.9412 | 610 | 0.5759 | 0.5882 | 0.5759 | 0.7589 |
357
- | 0.2954 | 18.0 | 612 | 0.5647 | 0.6046 | 0.5647 | 0.7515 |
358
- | 0.2954 | 18.0588 | 614 | 0.5575 | 0.6649 | 0.5575 | 0.7467 |
359
- | 0.2954 | 18.1176 | 616 | 0.5565 | 0.6452 | 0.5565 | 0.7460 |
360
- | 0.2954 | 18.1765 | 618 | 0.5991 | 0.6089 | 0.5991 | 0.7740 |
361
- | 0.2954 | 18.2353 | 620 | 0.6887 | 0.6140 | 0.6887 | 0.8299 |
362
- | 0.2954 | 18.2941 | 622 | 0.6826 | 0.6457 | 0.6826 | 0.8262 |
363
- | 0.2954 | 18.3529 | 624 | 0.5963 | 0.6205 | 0.5963 | 0.7722 |
364
- | 0.2954 | 18.4118 | 626 | 0.5818 | 0.6740 | 0.5818 | 0.7628 |
365
- | 0.2954 | 18.4706 | 628 | 0.5957 | 0.6365 | 0.5957 | 0.7718 |
366
- | 0.2954 | 18.5294 | 630 | 0.5819 | 0.6846 | 0.5819 | 0.7628 |
367
- | 0.2954 | 18.5882 | 632 | 0.5795 | 0.6246 | 0.5795 | 0.7612 |
368
- | 0.2954 | 18.6471 | 634 | 0.5914 | 0.6435 | 0.5914 | 0.7690 |
369
- | 0.2954 | 18.7059 | 636 | 0.5899 | 0.6349 | 0.5899 | 0.7681 |
370
- | 0.2954 | 18.7647 | 638 | 0.5914 | 0.6039 | 0.5914 | 0.7690 |
371
- | 0.2954 | 18.8235 | 640 | 0.5890 | 0.5682 | 0.5890 | 0.7674 |
372
- | 0.2954 | 18.8824 | 642 | 0.5779 | 0.6028 | 0.5779 | 0.7602 |
373
- | 0.2954 | 18.9412 | 644 | 0.5783 | 0.6057 | 0.5783 | 0.7605 |
374
- | 0.2954 | 19.0 | 646 | 0.5886 | 0.6057 | 0.5886 | 0.7672 |
375
- | 0.2954 | 19.0588 | 648 | 0.5935 | 0.5622 | 0.5935 | 0.7704 |
376
- | 0.2954 | 19.1176 | 650 | 0.6105 | 0.5485 | 0.6105 | 0.7814 |
377
- | 0.2954 | 19.1765 | 652 | 0.6188 | 0.5485 | 0.6188 | 0.7866 |
378
- | 0.2954 | 19.2353 | 654 | 0.6113 | 0.5032 | 0.6113 | 0.7819 |
379
- | 0.2954 | 19.2941 | 656 | 0.6019 | 0.5261 | 0.6019 | 0.7758 |
380
- | 0.2954 | 19.3529 | 658 | 0.6037 | 0.5622 | 0.6037 | 0.7770 |
381
- | 0.2954 | 19.4118 | 660 | 0.6117 | 0.5590 | 0.6117 | 0.7821 |
382
- | 0.2954 | 19.4706 | 662 | 0.6302 | 0.5345 | 0.6302 | 0.7938 |
383
- | 0.2954 | 19.5294 | 664 | 0.6744 | 0.6137 | 0.6744 | 0.8212 |
384
- | 0.2954 | 19.5882 | 666 | 0.6919 | 0.6137 | 0.6919 | 0.8318 |
385
- | 0.2954 | 19.6471 | 668 | 0.7067 | 0.5654 | 0.7067 | 0.8406 |
386
- | 0.2954 | 19.7059 | 670 | 0.6740 | 0.5565 | 0.6740 | 0.8210 |
387
- | 0.2954 | 19.7647 | 672 | 0.6442 | 0.5131 | 0.6442 | 0.8026 |
388
- | 0.2954 | 19.8235 | 674 | 0.6196 | 0.5160 | 0.6196 | 0.7872 |
389
- | 0.2954 | 19.8824 | 676 | 0.6167 | 0.5073 | 0.6167 | 0.7853 |
390
- | 0.2954 | 19.9412 | 678 | 0.6222 | 0.4929 | 0.6222 | 0.7888 |
391
- | 0.2954 | 20.0 | 680 | 0.6363 | 0.5274 | 0.6363 | 0.7977 |
392
 
393
 
394
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k14_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_FineTuningAraBERT_run1_AugV5_k14_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: 0.6658
19
+ - Qwk: 0.4692
20
+ - Mse: 0.6658
21
+ - Rmse: 0.8160
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 3.8567 | -0.0047 | 3.8567 | 1.9639 |
53
+ | No log | 0.1111 | 4 | 2.0105 | 0.0727 | 2.0105 | 1.4179 |
54
+ | No log | 0.1667 | 6 | 1.2549 | -0.0148 | 1.2549 | 1.1202 |
55
+ | No log | 0.2222 | 8 | 1.3524 | -0.0245 | 1.3524 | 1.1629 |
56
+ | No log | 0.2778 | 10 | 2.0829 | 0.0342 | 2.0829 | 1.4432 |
57
+ | No log | 0.3333 | 12 | 1.9277 | 0.0733 | 1.9277 | 1.3884 |
58
+ | No log | 0.3889 | 14 | 1.3579 | -0.0212 | 1.3579 | 1.1653 |
59
+ | No log | 0.4444 | 16 | 1.1292 | 0.2068 | 1.1292 | 1.0626 |
60
+ | No log | 0.5 | 18 | 1.0421 | 0.2140 | 1.0421 | 1.0209 |
61
+ | No log | 0.5556 | 20 | 1.0086 | 0.1504 | 1.0086 | 1.0043 |
62
+ | No log | 0.6111 | 22 | 1.0858 | 0.2873 | 1.0858 | 1.0420 |
63
+ | No log | 0.6667 | 24 | 1.0611 | 0.4051 | 1.0611 | 1.0301 |
64
+ | No log | 0.7222 | 26 | 1.0456 | 0.3014 | 1.0456 | 1.0226 |
65
+ | No log | 0.7778 | 28 | 1.1047 | 0.2004 | 1.1047 | 1.0510 |
66
+ | No log | 0.8333 | 30 | 1.1097 | 0.2030 | 1.1097 | 1.0534 |
67
+ | No log | 0.8889 | 32 | 1.0770 | 0.2100 | 1.0770 | 1.0378 |
68
+ | No log | 0.9444 | 34 | 1.0185 | 0.3540 | 1.0185 | 1.0092 |
69
+ | No log | 1.0 | 36 | 1.0004 | 0.2416 | 1.0004 | 1.0002 |
70
+ | No log | 1.0556 | 38 | 1.0030 | 0.2978 | 1.0030 | 1.0015 |
71
+ | No log | 1.1111 | 40 | 0.9584 | 0.2214 | 0.9584 | 0.9790 |
72
+ | No log | 1.1667 | 42 | 1.0020 | 0.2611 | 1.0020 | 1.0010 |
73
+ | No log | 1.2222 | 44 | 0.9943 | 0.2196 | 0.9943 | 0.9971 |
74
+ | No log | 1.2778 | 46 | 0.9484 | 0.2114 | 0.9484 | 0.9738 |
75
+ | No log | 1.3333 | 48 | 0.9981 | 0.2077 | 0.9981 | 0.9991 |
76
+ | No log | 1.3889 | 50 | 1.1638 | 0.2188 | 1.1638 | 1.0788 |
77
+ | No log | 1.4444 | 52 | 1.0401 | 0.2604 | 1.0401 | 1.0199 |
78
+ | No log | 1.5 | 54 | 0.8369 | 0.4 | 0.8369 | 0.9148 |
79
+ | No log | 1.5556 | 56 | 0.9467 | 0.3541 | 0.9467 | 0.9730 |
80
+ | No log | 1.6111 | 58 | 0.9212 | 0.3666 | 0.9212 | 0.9598 |
81
+ | No log | 1.6667 | 60 | 0.8263 | 0.3876 | 0.8263 | 0.9090 |
82
+ | No log | 1.7222 | 62 | 0.8329 | 0.3961 | 0.8329 | 0.9126 |
83
+ | No log | 1.7778 | 64 | 0.9074 | 0.4025 | 0.9074 | 0.9526 |
84
+ | No log | 1.8333 | 66 | 0.9100 | 0.4273 | 0.9100 | 0.9539 |
85
+ | No log | 1.8889 | 68 | 0.7956 | 0.4516 | 0.7956 | 0.8920 |
86
+ | No log | 1.9444 | 70 | 0.7761 | 0.4019 | 0.7761 | 0.8810 |
87
+ | No log | 2.0 | 72 | 0.7771 | 0.4086 | 0.7771 | 0.8816 |
88
+ | No log | 2.0556 | 74 | 0.8137 | 0.3071 | 0.8137 | 0.9021 |
89
+ | No log | 2.1111 | 76 | 0.8307 | 0.3476 | 0.8307 | 0.9114 |
90
+ | No log | 2.1667 | 78 | 0.8999 | 0.3569 | 0.8999 | 0.9487 |
91
+ | No log | 2.2222 | 80 | 0.9733 | 0.3308 | 0.9733 | 0.9865 |
92
+ | No log | 2.2778 | 82 | 0.9681 | 0.4533 | 0.9681 | 0.9839 |
93
+ | No log | 2.3333 | 84 | 0.8659 | 0.5176 | 0.8659 | 0.9305 |
94
+ | No log | 2.3889 | 86 | 0.8541 | 0.3721 | 0.8541 | 0.9242 |
95
+ | No log | 2.4444 | 88 | 0.9335 | 0.3654 | 0.9335 | 0.9662 |
96
+ | No log | 2.5 | 90 | 1.0241 | 0.2794 | 1.0241 | 1.0120 |
97
+ | No log | 2.5556 | 92 | 0.9529 | 0.2618 | 0.9529 | 0.9762 |
98
+ | No log | 2.6111 | 94 | 1.0164 | 0.2171 | 1.0164 | 1.0081 |
99
+ | No log | 2.6667 | 96 | 1.0313 | 0.2465 | 1.0313 | 1.0155 |
100
+ | No log | 2.7222 | 98 | 0.8804 | 0.3414 | 0.8804 | 0.9383 |
101
+ | No log | 2.7778 | 100 | 0.8379 | 0.4301 | 0.8379 | 0.9154 |
102
+ | No log | 2.8333 | 102 | 0.9872 | 0.3400 | 0.9872 | 0.9936 |
103
+ | No log | 2.8889 | 104 | 1.0138 | 0.3663 | 1.0138 | 1.0069 |
104
+ | No log | 2.9444 | 106 | 1.1835 | 0.3293 | 1.1835 | 1.0879 |
105
+ | No log | 3.0 | 108 | 1.0381 | 0.3744 | 1.0381 | 1.0189 |
106
+ | No log | 3.0556 | 110 | 0.7990 | 0.5680 | 0.7990 | 0.8938 |
107
+ | No log | 3.1111 | 112 | 0.8047 | 0.4734 | 0.8047 | 0.8970 |
108
+ | No log | 3.1667 | 114 | 0.7846 | 0.4644 | 0.7846 | 0.8858 |
109
+ | No log | 3.2222 | 116 | 0.8866 | 0.2873 | 0.8866 | 0.9416 |
110
+ | No log | 3.2778 | 118 | 0.8347 | 0.3658 | 0.8347 | 0.9136 |
111
+ | No log | 3.3333 | 120 | 0.7583 | 0.4822 | 0.7583 | 0.8708 |
112
+ | No log | 3.3889 | 122 | 0.7847 | 0.4472 | 0.7847 | 0.8859 |
113
+ | No log | 3.4444 | 124 | 0.7473 | 0.4914 | 0.7473 | 0.8645 |
114
+ | No log | 3.5 | 126 | 0.8041 | 0.4697 | 0.8041 | 0.8967 |
115
+ | No log | 3.5556 | 128 | 0.7461 | 0.5572 | 0.7461 | 0.8638 |
116
+ | No log | 3.6111 | 130 | 0.6856 | 0.5302 | 0.6856 | 0.8280 |
117
+ | No log | 3.6667 | 132 | 0.6942 | 0.5428 | 0.6942 | 0.8332 |
118
+ | No log | 3.7222 | 134 | 0.6679 | 0.5635 | 0.6679 | 0.8172 |
119
+ | No log | 3.7778 | 136 | 0.6672 | 0.5635 | 0.6672 | 0.8168 |
120
+ | No log | 3.8333 | 138 | 0.6548 | 0.5635 | 0.6548 | 0.8092 |
121
+ | No log | 3.8889 | 140 | 0.6604 | 0.6001 | 0.6604 | 0.8126 |
122
+ | No log | 3.9444 | 142 | 0.6668 | 0.5302 | 0.6668 | 0.8166 |
123
+ | No log | 4.0 | 144 | 0.8030 | 0.5359 | 0.8030 | 0.8961 |
124
+ | No log | 4.0556 | 146 | 0.9382 | 0.4764 | 0.9382 | 0.9686 |
125
+ | No log | 4.1111 | 148 | 0.8548 | 0.4752 | 0.8548 | 0.9246 |
126
+ | No log | 4.1667 | 150 | 0.6831 | 0.4960 | 0.6831 | 0.8265 |
127
+ | No log | 4.2222 | 152 | 0.7376 | 0.4560 | 0.7376 | 0.8589 |
128
+ | No log | 4.2778 | 154 | 0.7601 | 0.4162 | 0.7601 | 0.8719 |
129
+ | No log | 4.3333 | 156 | 0.7126 | 0.5108 | 0.7126 | 0.8442 |
130
+ | No log | 4.3889 | 158 | 0.6749 | 0.6127 | 0.6749 | 0.8215 |
131
+ | No log | 4.4444 | 160 | 0.7123 | 0.5083 | 0.7123 | 0.8440 |
132
+ | No log | 4.5 | 162 | 0.9315 | 0.3847 | 0.9315 | 0.9651 |
133
+ | No log | 4.5556 | 164 | 1.0390 | 0.3744 | 1.0390 | 1.0193 |
134
+ | No log | 4.6111 | 166 | 0.8702 | 0.4284 | 0.8702 | 0.9329 |
135
+ | No log | 4.6667 | 168 | 0.7008 | 0.5712 | 0.7008 | 0.8372 |
136
+ | No log | 4.7222 | 170 | 0.7060 | 0.5202 | 0.7060 | 0.8402 |
137
+ | No log | 4.7778 | 172 | 0.6833 | 0.5060 | 0.6833 | 0.8266 |
138
+ | No log | 4.8333 | 174 | 0.7466 | 0.4714 | 0.7466 | 0.8641 |
139
+ | No log | 4.8889 | 176 | 0.8303 | 0.3864 | 0.8303 | 0.9112 |
140
+ | No log | 4.9444 | 178 | 0.8768 | 0.4407 | 0.8768 | 0.9364 |
141
+ | No log | 5.0 | 180 | 0.7330 | 0.5400 | 0.7330 | 0.8562 |
142
+ | No log | 5.0556 | 182 | 0.6685 | 0.5432 | 0.6685 | 0.8176 |
143
+ | No log | 5.1111 | 184 | 0.6778 | 0.5441 | 0.6778 | 0.8233 |
144
+ | No log | 5.1667 | 186 | 0.6483 | 0.6475 | 0.6483 | 0.8052 |
145
+ | No log | 5.2222 | 188 | 0.6542 | 0.6465 | 0.6542 | 0.8089 |
146
+ | No log | 5.2778 | 190 | 0.6345 | 0.5432 | 0.6345 | 0.7966 |
147
+ | No log | 5.3333 | 192 | 0.7223 | 0.4893 | 0.7223 | 0.8499 |
148
+ | No log | 5.3889 | 194 | 0.8536 | 0.4841 | 0.8536 | 0.9239 |
149
+ | No log | 5.4444 | 196 | 0.7374 | 0.5459 | 0.7374 | 0.8587 |
150
+ | No log | 5.5 | 198 | 0.6579 | 0.5386 | 0.6579 | 0.8111 |
151
+ | No log | 5.5556 | 200 | 0.7636 | 0.5356 | 0.7636 | 0.8739 |
152
+ | No log | 5.6111 | 202 | 0.8157 | 0.4681 | 0.8157 | 0.9032 |
153
+ | No log | 5.6667 | 204 | 0.7589 | 0.4352 | 0.7589 | 0.8712 |
154
+ | No log | 5.7222 | 206 | 0.7304 | 0.5171 | 0.7304 | 0.8547 |
155
+ | No log | 5.7778 | 208 | 0.8545 | 0.4578 | 0.8545 | 0.9244 |
156
+ | No log | 5.8333 | 210 | 0.8673 | 0.4240 | 0.8673 | 0.9313 |
157
+ | No log | 5.8889 | 212 | 0.7512 | 0.4998 | 0.7512 | 0.8667 |
158
+ | No log | 5.9444 | 214 | 0.6793 | 0.5156 | 0.6793 | 0.8242 |
159
+ | No log | 6.0 | 216 | 0.7309 | 0.5433 | 0.7309 | 0.8549 |
160
+ | No log | 6.0556 | 218 | 0.7435 | 0.5618 | 0.7435 | 0.8622 |
161
+ | No log | 6.1111 | 220 | 0.6781 | 0.5605 | 0.6781 | 0.8235 |
162
+ | No log | 6.1667 | 222 | 0.6499 | 0.5523 | 0.6499 | 0.8062 |
163
+ | No log | 6.2222 | 224 | 0.6521 | 0.5647 | 0.6521 | 0.8075 |
164
+ | No log | 6.2778 | 226 | 0.6465 | 0.5626 | 0.6465 | 0.8041 |
165
+ | No log | 6.3333 | 228 | 0.6457 | 0.5274 | 0.6457 | 0.8036 |
166
+ | No log | 6.3889 | 230 | 0.6560 | 0.6073 | 0.6560 | 0.8099 |
167
+ | No log | 6.4444 | 232 | 0.6533 | 0.5505 | 0.6533 | 0.8083 |
168
+ | No log | 6.5 | 234 | 0.6527 | 0.5523 | 0.6527 | 0.8079 |
169
+ | No log | 6.5556 | 236 | 0.6646 | 0.6154 | 0.6646 | 0.8153 |
170
+ | No log | 6.6111 | 238 | 0.6942 | 0.6415 | 0.6942 | 0.8332 |
171
+ | No log | 6.6667 | 240 | 0.6928 | 0.6051 | 0.6928 | 0.8323 |
172
+ | No log | 6.7222 | 242 | 0.6591 | 0.6311 | 0.6591 | 0.8118 |
173
+ | No log | 6.7778 | 244 | 0.6321 | 0.6076 | 0.6321 | 0.7951 |
174
+ | No log | 6.8333 | 246 | 0.6480 | 0.5830 | 0.6480 | 0.8050 |
175
+ | No log | 6.8889 | 248 | 0.6462 | 0.6144 | 0.6462 | 0.8039 |
176
+ | No log | 6.9444 | 250 | 0.6119 | 0.6046 | 0.6119 | 0.7823 |
177
+ | No log | 7.0 | 252 | 0.6487 | 0.6479 | 0.6487 | 0.8054 |
178
+ | No log | 7.0556 | 254 | 0.7613 | 0.5120 | 0.7613 | 0.8725 |
179
+ | No log | 7.1111 | 256 | 0.7467 | 0.5120 | 0.7467 | 0.8641 |
180
+ | No log | 7.1667 | 258 | 0.6497 | 0.5774 | 0.6497 | 0.8060 |
181
+ | No log | 7.2222 | 260 | 0.6021 | 0.6606 | 0.6021 | 0.7760 |
182
+ | No log | 7.2778 | 262 | 0.6476 | 0.5536 | 0.6476 | 0.8047 |
183
+ | No log | 7.3333 | 264 | 0.6541 | 0.5635 | 0.6541 | 0.8088 |
184
+ | No log | 7.3889 | 266 | 0.6790 | 0.5558 | 0.6790 | 0.8240 |
185
+ | No log | 7.4444 | 268 | 0.7201 | 0.5400 | 0.7201 | 0.8486 |
186
+ | No log | 7.5 | 270 | 0.7019 | 0.5688 | 0.7019 | 0.8378 |
187
+ | No log | 7.5556 | 272 | 0.6896 | 0.5415 | 0.6896 | 0.8304 |
188
+ | No log | 7.6111 | 274 | 0.7182 | 0.5312 | 0.7182 | 0.8475 |
189
+ | No log | 7.6667 | 276 | 0.7048 | 0.5300 | 0.7048 | 0.8395 |
190
+ | No log | 7.7222 | 278 | 0.7254 | 0.5748 | 0.7254 | 0.8517 |
191
+ | No log | 7.7778 | 280 | 0.7108 | 0.6035 | 0.7108 | 0.8431 |
192
+ | No log | 7.8333 | 282 | 0.7227 | 0.5748 | 0.7227 | 0.8501 |
193
+ | No log | 7.8889 | 284 | 0.6794 | 0.5936 | 0.6794 | 0.8242 |
194
+ | No log | 7.9444 | 286 | 0.6504 | 0.5887 | 0.6504 | 0.8065 |
195
+ | No log | 8.0 | 288 | 0.6483 | 0.6154 | 0.6483 | 0.8052 |
196
+ | No log | 8.0556 | 290 | 0.6534 | 0.6262 | 0.6534 | 0.8083 |
197
+ | No log | 8.1111 | 292 | 0.6549 | 0.5932 | 0.6549 | 0.8093 |
198
+ | No log | 8.1667 | 294 | 0.6574 | 0.6325 | 0.6574 | 0.8108 |
199
+ | No log | 8.2222 | 296 | 0.6522 | 0.6113 | 0.6522 | 0.8076 |
200
+ | No log | 8.2778 | 298 | 0.6485 | 0.6335 | 0.6485 | 0.8053 |
201
+ | No log | 8.3333 | 300 | 0.6521 | 0.5722 | 0.6521 | 0.8075 |
202
+ | No log | 8.3889 | 302 | 0.6817 | 0.5640 | 0.6817 | 0.8256 |
203
+ | No log | 8.4444 | 304 | 0.6939 | 0.4473 | 0.6939 | 0.8330 |
204
+ | No log | 8.5 | 306 | 0.6712 | 0.5432 | 0.6712 | 0.8193 |
205
+ | No log | 8.5556 | 308 | 0.6979 | 0.4510 | 0.6979 | 0.8354 |
206
+ | No log | 8.6111 | 310 | 0.6809 | 0.4868 | 0.6809 | 0.8252 |
207
+ | No log | 8.6667 | 312 | 0.6536 | 0.5856 | 0.6536 | 0.8084 |
208
+ | No log | 8.7222 | 314 | 0.6560 | 0.6165 | 0.6560 | 0.8100 |
209
+ | No log | 8.7778 | 316 | 0.6687 | 0.6043 | 0.6687 | 0.8177 |
210
+ | No log | 8.8333 | 318 | 0.6792 | 0.5375 | 0.6792 | 0.8241 |
211
+ | No log | 8.8889 | 320 | 0.6884 | 0.4778 | 0.6884 | 0.8297 |
212
+ | No log | 8.9444 | 322 | 0.7004 | 0.4888 | 0.7004 | 0.8369 |
213
+ | No log | 9.0 | 324 | 0.7251 | 0.4981 | 0.7251 | 0.8515 |
214
+ | No log | 9.0556 | 326 | 0.7389 | 0.5446 | 0.7389 | 0.8596 |
215
+ | No log | 9.1111 | 328 | 0.7136 | 0.4858 | 0.7136 | 0.8447 |
216
+ | No log | 9.1667 | 330 | 0.6789 | 0.4995 | 0.6789 | 0.8240 |
217
+ | No log | 9.2222 | 332 | 0.6778 | 0.4858 | 0.6778 | 0.8233 |
218
+ | No log | 9.2778 | 334 | 0.7040 | 0.4966 | 0.7040 | 0.8391 |
219
+ | No log | 9.3333 | 336 | 0.7311 | 0.5385 | 0.7311 | 0.8550 |
220
+ | No log | 9.3889 | 338 | 0.7625 | 0.5672 | 0.7625 | 0.8732 |
221
+ | No log | 9.4444 | 340 | 0.7041 | 0.5292 | 0.7041 | 0.8391 |
222
+ | No log | 9.5 | 342 | 0.6118 | 0.6096 | 0.6118 | 0.7822 |
223
+ | No log | 9.5556 | 344 | 0.5940 | 0.6096 | 0.5940 | 0.7707 |
224
+ | No log | 9.6111 | 346 | 0.6146 | 0.5712 | 0.6146 | 0.7840 |
225
+ | No log | 9.6667 | 348 | 0.6602 | 0.6053 | 0.6602 | 0.8125 |
226
+ | No log | 9.7222 | 350 | 0.6863 | 0.5905 | 0.6863 | 0.8284 |
227
+ | No log | 9.7778 | 352 | 0.6276 | 0.5932 | 0.6276 | 0.7922 |
228
+ | No log | 9.8333 | 354 | 0.6096 | 0.5647 | 0.6096 | 0.7808 |
229
+ | No log | 9.8889 | 356 | 0.6545 | 0.5242 | 0.6545 | 0.8090 |
230
+ | No log | 9.9444 | 358 | 0.6652 | 0.5242 | 0.6652 | 0.8156 |
231
+ | No log | 10.0 | 360 | 0.6239 | 0.5199 | 0.6239 | 0.7898 |
232
+ | No log | 10.0556 | 362 | 0.6163 | 0.6096 | 0.6163 | 0.7851 |
233
+ | No log | 10.1111 | 364 | 0.6531 | 0.6054 | 0.6531 | 0.8082 |
234
+ | No log | 10.1667 | 366 | 0.6405 | 0.6065 | 0.6405 | 0.8003 |
235
+ | No log | 10.2222 | 368 | 0.6097 | 0.5724 | 0.6097 | 0.7808 |
236
+ | No log | 10.2778 | 370 | 0.6081 | 0.5505 | 0.6081 | 0.7798 |
237
+ | No log | 10.3333 | 372 | 0.6033 | 0.5724 | 0.6033 | 0.7767 |
238
+ | No log | 10.3889 | 374 | 0.5995 | 0.6065 | 0.5995 | 0.7743 |
239
+ | No log | 10.4444 | 376 | 0.6005 | 0.6065 | 0.6005 | 0.7749 |
240
+ | No log | 10.5 | 378 | 0.6027 | 0.6407 | 0.6027 | 0.7763 |
241
+ | No log | 10.5556 | 380 | 0.5776 | 0.6186 | 0.5776 | 0.7600 |
242
+ | No log | 10.6111 | 382 | 0.5751 | 0.5988 | 0.5751 | 0.7583 |
243
+ | No log | 10.6667 | 384 | 0.5997 | 0.6119 | 0.5997 | 0.7744 |
244
+ | No log | 10.7222 | 386 | 0.5899 | 0.6119 | 0.5899 | 0.7680 |
245
+ | No log | 10.7778 | 388 | 0.5658 | 0.6796 | 0.5658 | 0.7522 |
246
+ | No log | 10.8333 | 390 | 0.5950 | 0.6597 | 0.5950 | 0.7713 |
247
+ | No log | 10.8889 | 392 | 0.5903 | 0.6639 | 0.5903 | 0.7683 |
248
+ | No log | 10.9444 | 394 | 0.5907 | 0.5882 | 0.5907 | 0.7685 |
249
+ | No log | 11.0 | 396 | 0.5926 | 0.5659 | 0.5926 | 0.7698 |
250
+ | No log | 11.0556 | 398 | 0.5859 | 0.6427 | 0.5859 | 0.7655 |
251
+ | No log | 11.1111 | 400 | 0.6109 | 0.6479 | 0.6109 | 0.7816 |
252
+ | No log | 11.1667 | 402 | 0.6601 | 0.5846 | 0.6601 | 0.8124 |
253
+ | No log | 11.2222 | 404 | 0.6575 | 0.5521 | 0.6575 | 0.8108 |
254
+ | No log | 11.2778 | 406 | 0.6268 | 0.5640 | 0.6268 | 0.7917 |
255
+ | No log | 11.3333 | 408 | 0.6207 | 0.5644 | 0.6207 | 0.7878 |
256
+ | No log | 11.3889 | 410 | 0.6283 | 0.4554 | 0.6283 | 0.7927 |
257
+ | No log | 11.4444 | 412 | 0.6256 | 0.4554 | 0.6256 | 0.7910 |
258
+ | No log | 11.5 | 414 | 0.6096 | 0.5288 | 0.6096 | 0.7808 |
259
+ | No log | 11.5556 | 416 | 0.5969 | 0.5939 | 0.5969 | 0.7726 |
260
+ | No log | 11.6111 | 418 | 0.5971 | 0.6133 | 0.5971 | 0.7727 |
261
+ | No log | 11.6667 | 420 | 0.6110 | 0.6500 | 0.6110 | 0.7817 |
262
+ | No log | 11.7222 | 422 | 0.6229 | 0.6564 | 0.6229 | 0.7892 |
263
+ | No log | 11.7778 | 424 | 0.6050 | 0.6133 | 0.6050 | 0.7778 |
264
+ | No log | 11.8333 | 426 | 0.6056 | 0.5505 | 0.6056 | 0.7782 |
265
+ | No log | 11.8889 | 428 | 0.6218 | 0.5428 | 0.6218 | 0.7885 |
266
+ | No log | 11.9444 | 430 | 0.6260 | 0.5555 | 0.6260 | 0.7912 |
267
+ | No log | 12.0 | 432 | 0.6217 | 0.6013 | 0.6217 | 0.7885 |
268
+ | No log | 12.0556 | 434 | 0.6157 | 0.6219 | 0.6157 | 0.7846 |
269
+ | No log | 12.1111 | 436 | 0.6028 | 0.6606 | 0.6028 | 0.7764 |
270
+ | No log | 12.1667 | 438 | 0.6124 | 0.6632 | 0.6124 | 0.7825 |
271
+ | No log | 12.2222 | 440 | 0.7129 | 0.5572 | 0.7129 | 0.8443 |
272
+ | No log | 12.2778 | 442 | 0.7703 | 0.5417 | 0.7703 | 0.8777 |
273
+ | No log | 12.3333 | 444 | 0.7334 | 0.5543 | 0.7334 | 0.8564 |
274
+ | No log | 12.3889 | 446 | 0.6798 | 0.5888 | 0.6798 | 0.8245 |
275
+ | No log | 12.4444 | 448 | 0.6413 | 0.5949 | 0.6413 | 0.8008 |
276
+ | No log | 12.5 | 450 | 0.6256 | 0.5784 | 0.6256 | 0.7910 |
277
+ | No log | 12.5556 | 452 | 0.6255 | 0.5784 | 0.6255 | 0.7909 |
278
+ | No log | 12.6111 | 454 | 0.6456 | 0.5823 | 0.6456 | 0.8035 |
279
+ | No log | 12.6667 | 456 | 0.6693 | 0.5833 | 0.6693 | 0.8181 |
280
+ | No log | 12.7222 | 458 | 0.6561 | 0.6177 | 0.6561 | 0.8100 |
281
+ | No log | 12.7778 | 460 | 0.6258 | 0.6335 | 0.6258 | 0.7911 |
282
+ | No log | 12.8333 | 462 | 0.6302 | 0.6133 | 0.6302 | 0.7939 |
283
+ | No log | 12.8889 | 464 | 0.6594 | 0.6133 | 0.6594 | 0.8120 |
284
+ | No log | 12.9444 | 466 | 0.6565 | 0.6133 | 0.6565 | 0.8102 |
285
+ | No log | 13.0 | 468 | 0.6298 | 0.5712 | 0.6298 | 0.7936 |
286
+ | No log | 13.0556 | 470 | 0.6144 | 0.5498 | 0.6144 | 0.7839 |
287
+ | No log | 13.1111 | 472 | 0.6108 | 0.5939 | 0.6108 | 0.7815 |
288
+ | No log | 13.1667 | 474 | 0.6064 | 0.5939 | 0.6064 | 0.7787 |
289
+ | No log | 13.2222 | 476 | 0.6052 | 0.5939 | 0.6052 | 0.7779 |
290
+ | No log | 13.2778 | 478 | 0.6047 | 0.5939 | 0.6047 | 0.7776 |
291
+ | No log | 13.3333 | 480 | 0.6035 | 0.5939 | 0.6035 | 0.7769 |
292
+ | No log | 13.3889 | 482 | 0.6271 | 0.5329 | 0.6271 | 0.7919 |
293
+ | No log | 13.4444 | 484 | 0.6543 | 0.5343 | 0.6543 | 0.8089 |
294
+ | No log | 13.5 | 486 | 0.6666 | 0.5228 | 0.6666 | 0.8164 |
295
+ | No log | 13.5556 | 488 | 0.6569 | 0.5228 | 0.6569 | 0.8105 |
296
+ | No log | 13.6111 | 490 | 0.6600 | 0.5112 | 0.6600 | 0.8124 |
297
+ | No log | 13.6667 | 492 | 0.6355 | 0.5328 | 0.6355 | 0.7972 |
298
+ | No log | 13.7222 | 494 | 0.6101 | 0.5626 | 0.6101 | 0.7811 |
299
+ | No log | 13.7778 | 496 | 0.6057 | 0.5939 | 0.6057 | 0.7783 |
300
+ | No log | 13.8333 | 498 | 0.6061 | 0.6133 | 0.6061 | 0.7785 |
301
+ | 0.2855 | 13.8889 | 500 | 0.6159 | 0.5412 | 0.6159 | 0.7848 |
302
+ | 0.2855 | 13.9444 | 502 | 0.6816 | 0.5112 | 0.6816 | 0.8256 |
303
+ | 0.2855 | 14.0 | 504 | 0.8116 | 0.4686 | 0.8116 | 0.9009 |
304
+ | 0.2855 | 14.0556 | 506 | 0.8213 | 0.4670 | 0.8213 | 0.9063 |
305
+ | 0.2855 | 14.1111 | 508 | 0.7411 | 0.4755 | 0.7411 | 0.8609 |
306
+ | 0.2855 | 14.1667 | 510 | 0.6658 | 0.4692 | 0.6658 | 0.8160 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions