Hugging Face's logo

MayBashendy
/
ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_task2_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
MayBashendy commited on
Commit
3aaf408
·
verified ·
1 Parent(s): f05839c

End of training

Browse files
Files changed (1) hide show
  1. README.md +263 -302
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task2_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
- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task2_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: 0.6300
19
- - Qwk: 0.4672
20
- - Mse: 0.6300
21
- - Rmse: 0.7937
22
 
23
  ## Model description
24
 
@@ -47,302 +47,263 @@ The following hyperparameters were used during training:
47
 
48
  ### Training results
49
 
50
- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
- | No log | 0.125 | 2 | 4.2232 | -0.0389 | 4.2232 | 2.0550 |
53
- | No log | 0.25 | 4 | 2.3940 | 0.0725 | 2.3940 | 1.5473 |
54
- | No log | 0.375 | 6 | 1.1967 | 0.0258 | 1.1967 | 1.0939 |
55
- | No log | 0.5 | 8 | 0.8550 | 0.1725 | 0.8550 | 0.9247 |
56
- | No log | 0.625 | 10 | 0.8075 | 0.1281 | 0.8075 | 0.8986 |
57
- | No log | 0.75 | 12 | 0.8107 | 0.2125 | 0.8107 | 0.9004 |
58
- | No log | 0.875 | 14 | 0.8099 | 0.1697 | 0.8099 | 0.8999 |
59
- | No log | 1.0 | 16 | 0.7874 | 0.2416 | 0.7874 | 0.8874 |
60
- | No log | 1.125 | 18 | 0.8037 | 0.2637 | 0.8037 | 0.8965 |
61
- | No log | 1.25 | 20 | 1.0139 | 0.1624 | 1.0139 | 1.0069 |
62
- | No log | 1.375 | 22 | 0.8189 | 0.2477 | 0.8189 | 0.9049 |
63
- | No log | 1.5 | 24 | 0.7079 | 0.3242 | 0.7079 | 0.8414 |
64
- | No log | 1.625 | 26 | 0.7761 | 0.1984 | 0.7761 | 0.8809 |
65
- | No log | 1.75 | 28 | 0.8043 | 0.2693 | 0.8043 | 0.8969 |
66
- | No log | 1.875 | 30 | 0.7486 | 0.3144 | 0.7486 | 0.8652 |
67
- | No log | 2.0 | 32 | 0.6989 | 0.4324 | 0.6989 | 0.8360 |
68
- | No log | 2.125 | 34 | 0.8100 | 0.3236 | 0.8100 | 0.9000 |
69
- | No log | 2.25 | 36 | 0.9496 | 0.3091 | 0.9496 | 0.9745 |
70
- | No log | 2.375 | 38 | 0.9852 | 0.3363 | 0.9852 | 0.9926 |
71
- | No log | 2.5 | 40 | 0.8960 | 0.2818 | 0.8960 | 0.9466 |
72
- | No log | 2.625 | 42 | 0.6725 | 0.3963 | 0.6725 | 0.8200 |
73
- | No log | 2.75 | 44 | 0.6478 | 0.3753 | 0.6478 | 0.8049 |
74
- | No log | 2.875 | 46 | 0.6514 | 0.3679 | 0.6514 | 0.8071 |
75
- | No log | 3.0 | 48 | 0.6722 | 0.3728 | 0.6722 | 0.8199 |
76
- | No log | 3.125 | 50 | 0.8170 | 0.3552 | 0.8170 | 0.9039 |
77
- | No log | 3.25 | 52 | 0.7791 | 0.3447 | 0.7791 | 0.8827 |
78
- | No log | 3.375 | 54 | 0.6281 | 0.3832 | 0.6281 | 0.7925 |
79
- | No log | 3.5 | 56 | 0.6291 | 0.3855 | 0.6291 | 0.7931 |
80
- | No log | 3.625 | 58 | 0.6261 | 0.4402 | 0.6261 | 0.7912 |
81
- | No log | 3.75 | 60 | 0.9393 | 0.3649 | 0.9393 | 0.9692 |
82
- | No log | 3.875 | 62 | 1.0822 | 0.3362 | 1.0822 | 1.0403 |
83
- | No log | 4.0 | 64 | 0.8743 | 0.3614 | 0.8743 | 0.9351 |
84
- | No log | 4.125 | 66 | 0.6161 | 0.4824 | 0.6161 | 0.7849 |
85
- | No log | 4.25 | 68 | 0.6149 | 0.5046 | 0.6149 | 0.7841 |
86
- | No log | 4.375 | 70 | 0.7142 | 0.4976 | 0.7142 | 0.8451 |
87
- | No log | 4.5 | 72 | 0.6250 | 0.4877 | 0.6250 | 0.7906 |
88
- | No log | 4.625 | 74 | 0.5578 | 0.4713 | 0.5578 | 0.7469 |
89
- | No log | 4.75 | 76 | 0.5865 | 0.4251 | 0.5865 | 0.7658 |
90
- | No log | 4.875 | 78 | 0.6383 | 0.4323 | 0.6383 | 0.7989 |
91
- | No log | 5.0 | 80 | 0.6252 | 0.4255 | 0.6252 | 0.7907 |
92
- | No log | 5.125 | 82 | 0.5551 | 0.4471 | 0.5551 | 0.7451 |
93
- | No log | 5.25 | 84 | 0.5494 | 0.4557 | 0.5494 | 0.7412 |
94
- | No log | 5.375 | 86 | 0.5540 | 0.5161 | 0.5540 | 0.7443 |
95
- | No log | 5.5 | 88 | 0.5724 | 0.5616 | 0.5724 | 0.7566 |
96
- | No log | 5.625 | 90 | 0.6108 | 0.5577 | 0.6108 | 0.7816 |
97
- | No log | 5.75 | 92 | 0.6930 | 0.5785 | 0.6930 | 0.8324 |
98
- | No log | 5.875 | 94 | 0.7425 | 0.5429 | 0.7425 | 0.8617 |
99
- | No log | 6.0 | 96 | 0.6432 | 0.5537 | 0.6432 | 0.8020 |
100
- | No log | 6.125 | 98 | 0.7911 | 0.5055 | 0.7911 | 0.8894 |
101
- | No log | 6.25 | 100 | 0.8989 | 0.4440 | 0.8989 | 0.9481 |
102
- | No log | 6.375 | 102 | 0.7286 | 0.5148 | 0.7286 | 0.8536 |
103
- | No log | 6.5 | 104 | 0.5798 | 0.5121 | 0.5798 | 0.7615 |
104
- | No log | 6.625 | 106 | 0.6838 | 0.4814 | 0.6838 | 0.8269 |
105
- | No log | 6.75 | 108 | 0.6326 | 0.5394 | 0.6326 | 0.7954 |
106
- | No log | 6.875 | 110 | 0.5927 | 0.5390 | 0.5927 | 0.7698 |
107
- | No log | 7.0 | 112 | 0.6466 | 0.4709 | 0.6466 | 0.8041 |
108
- | No log | 7.125 | 114 | 0.6195 | 0.5189 | 0.6195 | 0.7871 |
109
- | No log | 7.25 | 116 | 0.5604 | 0.5819 | 0.5604 | 0.7486 |
110
- | No log | 7.375 | 118 | 0.5574 | 0.5688 | 0.5574 | 0.7466 |
111
- | No log | 7.5 | 120 | 0.5552 | 0.5288 | 0.5552 | 0.7451 |
112
- | No log | 7.625 | 122 | 0.6560 | 0.4948 | 0.6560 | 0.8100 |
113
- | No log | 7.75 | 124 | 0.6615 | 0.5036 | 0.6615 | 0.8133 |
114
- | No log | 7.875 | 126 | 0.5754 | 0.4730 | 0.5754 | 0.7585 |
115
- | No log | 8.0 | 128 | 0.5758 | 0.6107 | 0.5758 | 0.7588 |
116
- | No log | 8.125 | 130 | 0.6034 | 0.5642 | 0.6034 | 0.7768 |
117
- | No log | 8.25 | 132 | 0.5977 | 0.5768 | 0.5977 | 0.7731 |
118
- | No log | 8.375 | 134 | 0.6395 | 0.5517 | 0.6395 | 0.7997 |
119
- | No log | 8.5 | 136 | 0.6084 | 0.5807 | 0.6084 | 0.7800 |
120
- | No log | 8.625 | 138 | 0.6661 | 0.4967 | 0.6661 | 0.8162 |
121
- | No log | 8.75 | 140 | 0.6772 | 0.5111 | 0.6772 | 0.8229 |
122
- | No log | 8.875 | 142 | 0.6087 | 0.4930 | 0.6087 | 0.7802 |
123
- | No log | 9.0 | 144 | 0.7143 | 0.5405 | 0.7143 | 0.8452 |
124
- | No log | 9.125 | 146 | 0.7175 | 0.4913 | 0.7175 | 0.8471 |
125
- | No log | 9.25 | 148 | 0.6025 | 0.4668 | 0.6025 | 0.7762 |
126
- | No log | 9.375 | 150 | 0.6576 | 0.4410 | 0.6576 | 0.8109 |
127
- | No log | 9.5 | 152 | 0.6581 | 0.4379 | 0.6581 | 0.8113 |
128
- | No log | 9.625 | 154 | 0.6462 | 0.4882 | 0.6462 | 0.8039 |
129
- | No log | 9.75 | 156 | 0.6187 | 0.5186 | 0.6187 | 0.7866 |
130
- | No log | 9.875 | 158 | 0.6367 | 0.5073 | 0.6367 | 0.7979 |
131
- | No log | 10.0 | 160 | 0.7207 | 0.4832 | 0.7207 | 0.8489 |
132
- | No log | 10.125 | 162 | 0.7290 | 0.4451 | 0.7290 | 0.8538 |
133
- | No log | 10.25 | 164 | 0.6272 | 0.5298 | 0.6272 | 0.7920 |
134
- | No log | 10.375 | 166 | 0.6300 | 0.5321 | 0.6300 | 0.7937 |
135
- | No log | 10.5 | 168 | 0.6319 | 0.5132 | 0.6319 | 0.7949 |
136
- | No log | 10.625 | 170 | 0.6350 | 0.5466 | 0.6350 | 0.7968 |
137
- | No log | 10.75 | 172 | 0.7571 | 0.5039 | 0.7571 | 0.8701 |
138
- | No log | 10.875 | 174 | 0.7026 | 0.4705 | 0.7026 | 0.8382 |
139
- | No log | 11.0 | 176 | 0.6296 | 0.5044 | 0.6296 | 0.7935 |
140
- | No log | 11.125 | 178 | 0.6683 | 0.4675 | 0.6683 | 0.8175 |
141
- | No log | 11.25 | 180 | 0.6602 | 0.4355 | 0.6602 | 0.8125 |
142
- | No log | 11.375 | 182 | 0.6387 | 0.5236 | 0.6387 | 0.7992 |
143
- | No log | 11.5 | 184 | 0.6116 | 0.4686 | 0.6116 | 0.7820 |
144
- | No log | 11.625 | 186 | 0.6271 | 0.4332 | 0.6271 | 0.7919 |
145
- | No log | 11.75 | 188 | 0.7281 | 0.4503 | 0.7281 | 0.8533 |
146
- | No log | 11.875 | 190 | 0.7346 | 0.4503 | 0.7346 | 0.8571 |
147
- | No log | 12.0 | 192 | 0.6882 | 0.5122 | 0.6882 | 0.8296 |
148
- | No log | 12.125 | 194 | 0.6778 | 0.5046 | 0.6778 | 0.8233 |
149
- | No log | 12.25 | 196 | 0.7157 | 0.4787 | 0.7157 | 0.8460 |
150
- | No log | 12.375 | 198 | 0.7229 | 0.4935 | 0.7229 | 0.8502 |
151
- | No log | 12.5 | 200 | 0.6998 | 0.5117 | 0.6998 | 0.8365 |
152
- | No log | 12.625 | 202 | 0.6777 | 0.5167 | 0.6777 | 0.8232 |
153
- | No log | 12.75 | 204 | 0.6676 | 0.5242 | 0.6676 | 0.8171 |
154
- | No log | 12.875 | 206 | 0.6282 | 0.5114 | 0.6282 | 0.7926 |
155
- | No log | 13.0 | 208 | 0.6269 | 0.4575 | 0.6269 | 0.7918 |
156
- | No log | 13.125 | 210 | 0.6110 | 0.4605 | 0.6110 | 0.7817 |
157
- | No log | 13.25 | 212 | 0.6054 | 0.5228 | 0.6054 | 0.7780 |
158
- | No log | 13.375 | 214 | 0.6157 | 0.5260 | 0.6157 | 0.7847 |
159
- | No log | 13.5 | 216 | 0.6078 | 0.5232 | 0.6078 | 0.7796 |
160
- | No log | 13.625 | 218 | 0.6684 | 0.4922 | 0.6684 | 0.8176 |
161
- | No log | 13.75 | 220 | 0.7062 | 0.5013 | 0.7062 | 0.8404 |
162
- | No log | 13.875 | 222 | 0.6536 | 0.4999 | 0.6536 | 0.8084 |
163
- | No log | 14.0 | 224 | 0.6686 | 0.5287 | 0.6686 | 0.8177 |
164
- | No log | 14.125 | 226 | 0.7243 | 0.5044 | 0.7243 | 0.8510 |
165
- | No log | 14.25 | 228 | 0.6730 | 0.5415 | 0.6730 | 0.8204 |
166
- | No log | 14.375 | 230 | 0.6523 | 0.4873 | 0.6523 | 0.8077 |
167
- | No log | 14.5 | 232 | 0.6586 | 0.4837 | 0.6586 | 0.8115 |
168
- | No log | 14.625 | 234 | 0.6628 | 0.4681 | 0.6628 | 0.8141 |
169
- | No log | 14.75 | 236 | 0.6318 | 0.5241 | 0.6318 | 0.7948 |
170
- | No log | 14.875 | 238 | 0.6518 | 0.5645 | 0.6518 | 0.8073 |
171
- | No log | 15.0 | 240 | 0.6514 | 0.5667 | 0.6514 | 0.8071 |
172
- | No log | 15.125 | 242 | 0.6290 | 0.5325 | 0.6290 | 0.7931 |
173
- | No log | 15.25 | 244 | 0.6792 | 0.4775 | 0.6792 | 0.8241 |
174
- | No log | 15.375 | 246 | 0.7065 | 0.4765 | 0.7065 | 0.8405 |
175
- | No log | 15.5 | 248 | 0.6802 | 0.4664 | 0.6802 | 0.8247 |
176
- | No log | 15.625 | 250 | 0.6812 | 0.4528 | 0.6812 | 0.8253 |
177
- | No log | 15.75 | 252 | 0.7120 | 0.4562 | 0.7120 | 0.8438 |
178
- | No log | 15.875 | 254 | 0.6860 | 0.4471 | 0.6860 | 0.8282 |
179
- | No log | 16.0 | 256 | 0.6885 | 0.4716 | 0.6885 | 0.8297 |
180
- | No log | 16.125 | 258 | 0.6929 | 0.5176 | 0.6929 | 0.8324 |
181
- | No log | 16.25 | 260 | 0.6873 | 0.5108 | 0.6873 | 0.8291 |
182
- | No log | 16.375 | 262 | 0.6972 | 0.4413 | 0.6972 | 0.8350 |
183
- | No log | 16.5 | 264 | 0.6954 | 0.4644 | 0.6954 | 0.8339 |
184
- | No log | 16.625 | 266 | 0.6484 | 0.4104 | 0.6484 | 0.8052 |
185
- | No log | 16.75 | 268 | 0.6277 | 0.5193 | 0.6277 | 0.7923 |
186
- | No log | 16.875 | 270 | 0.6320 | 0.5409 | 0.6320 | 0.7950 |
187
- | No log | 17.0 | 272 | 0.6257 | 0.5367 | 0.6257 | 0.7910 |
188
- | No log | 17.125 | 274 | 0.6353 | 0.5065 | 0.6353 | 0.7971 |
189
- | No log | 17.25 | 276 | 0.6952 | 0.4702 | 0.6952 | 0.8338 |
190
- | No log | 17.375 | 278 | 0.7412 | 0.4678 | 0.7412 | 0.8609 |
191
- | No log | 17.5 | 280 | 0.6706 | 0.4672 | 0.6706 | 0.8189 |
192
- | No log | 17.625 | 282 | 0.6264 | 0.5137 | 0.6264 | 0.7914 |
193
- | No log | 17.75 | 284 | 0.6507 | 0.5310 | 0.6507 | 0.8066 |
194
- | No log | 17.875 | 286 | 0.6350 | 0.5115 | 0.6350 | 0.7969 |
195
- | No log | 18.0 | 288 | 0.6237 | 0.4985 | 0.6237 | 0.7898 |
196
- | No log | 18.125 | 290 | 0.6511 | 0.4913 | 0.6511 | 0.8069 |
197
- | No log | 18.25 | 292 | 0.6524 | 0.4854 | 0.6524 | 0.8077 |
198
- | No log | 18.375 | 294 | 0.6286 | 0.5071 | 0.6286 | 0.7928 |
199
- | No log | 18.5 | 296 | 0.6285 | 0.5282 | 0.6285 | 0.7928 |
200
- | No log | 18.625 | 298 | 0.6267 | 0.5162 | 0.6267 | 0.7916 |
201
- | No log | 18.75 | 300 | 0.6196 | 0.5276 | 0.6196 | 0.7871 |
202
- | No log | 18.875 | 302 | 0.6222 | 0.5276 | 0.6222 | 0.7888 |
203
- | No log | 19.0 | 304 | 0.6223 | 0.4858 | 0.6223 | 0.7888 |
204
- | No log | 19.125 | 306 | 0.6185 | 0.4991 | 0.6185 | 0.7864 |
205
- | No log | 19.25 | 308 | 0.6128 | 0.5005 | 0.6128 | 0.7828 |
206
- | No log | 19.375 | 310 | 0.6109 | 0.4921 | 0.6109 | 0.7816 |
207
- | No log | 19.5 | 312 | 0.6214 | 0.5240 | 0.6214 | 0.7883 |
208
- | No log | 19.625 | 314 | 0.6313 | 0.5253 | 0.6313 | 0.7945 |
209
- | No log | 19.75 | 316 | 0.6242 | 0.5321 | 0.6242 | 0.7901 |
210
- | No log | 19.875 | 318 | 0.6249 | 0.5105 | 0.6249 | 0.7905 |
211
- | No log | 20.0 | 320 | 0.6361 | 0.5150 | 0.6361 | 0.7975 |
212
- | No log | 20.125 | 322 | 0.6614 | 0.4500 | 0.6614 | 0.8132 |
213
- | No log | 20.25 | 324 | 0.6473 | 0.4794 | 0.6473 | 0.8045 |
214
- | No log | 20.375 | 326 | 0.6260 | 0.4698 | 0.6260 | 0.7912 |
215
- | No log | 20.5 | 328 | 0.6185 | 0.4709 | 0.6185 | 0.7865 |
216
- | No log | 20.625 | 330 | 0.6234 | 0.4585 | 0.6234 | 0.7896 |
217
- | No log | 20.75 | 332 | 0.6379 | 0.5111 | 0.6379 | 0.7987 |
218
- | No log | 20.875 | 334 | 0.6348 | 0.4992 | 0.6348 | 0.7968 |
219
- | No log | 21.0 | 336 | 0.6466 | 0.5258 | 0.6466 | 0.8041 |
220
- | No log | 21.125 | 338 | 0.6793 | 0.5493 | 0.6793 | 0.8242 |
221
- | No log | 21.25 | 340 | 0.7144 | 0.4823 | 0.7144 | 0.8452 |
222
- | No log | 21.375 | 342 | 0.6969 | 0.4868 | 0.6969 | 0.8348 |
223
- | No log | 21.5 | 344 | 0.6619 | 0.4927 | 0.6619 | 0.8136 |
224
- | No log | 21.625 | 346 | 0.6172 | 0.4991 | 0.6172 | 0.7856 |
225
- | No log | 21.75 | 348 | 0.6162 | 0.4818 | 0.6162 | 0.7850 |
226
- | No log | 21.875 | 350 | 0.6091 | 0.4768 | 0.6091 | 0.7805 |
227
- | No log | 22.0 | 352 | 0.6075 | 0.4859 | 0.6075 | 0.7794 |
228
- | No log | 22.125 | 354 | 0.6253 | 0.5006 | 0.6253 | 0.7908 |
229
- | No log | 22.25 | 356 | 0.6873 | 0.4696 | 0.6873 | 0.8290 |
230
- | No log | 22.375 | 358 | 0.6915 | 0.5262 | 0.6915 | 0.8316 |
231
- | No log | 22.5 | 360 | 0.6424 | 0.5079 | 0.6424 | 0.8015 |
232
- | No log | 22.625 | 362 | 0.6336 | 0.5392 | 0.6336 | 0.7960 |
233
- | No log | 22.75 | 364 | 0.6552 | 0.5481 | 0.6552 | 0.8094 |
234
- | No log | 22.875 | 366 | 0.6476 | 0.5442 | 0.6476 | 0.8048 |
235
- | No log | 23.0 | 368 | 0.6321 | 0.5176 | 0.6321 | 0.7951 |
236
- | No log | 23.125 | 370 | 0.6208 | 0.5325 | 0.6208 | 0.7879 |
237
- | No log | 23.25 | 372 | 0.6155 | 0.5191 | 0.6155 | 0.7846 |
238
- | No log | 23.375 | 374 | 0.6493 | 0.5103 | 0.6493 | 0.8058 |
239
- | No log | 23.5 | 376 | 0.6744 | 0.4915 | 0.6744 | 0.8212 |
240
- | No log | 23.625 | 378 | 0.6964 | 0.4996 | 0.6964 | 0.8345 |
241
- | No log | 23.75 | 380 | 0.6432 | 0.5229 | 0.6432 | 0.8020 |
242
- | No log | 23.875 | 382 | 0.6116 | 0.5381 | 0.6116 | 0.7821 |
243
- | No log | 24.0 | 384 | 0.6526 | 0.5485 | 0.6526 | 0.8078 |
244
- | No log | 24.125 | 386 | 0.6499 | 0.5566 | 0.6499 | 0.8062 |
245
- | No log | 24.25 | 388 | 0.6253 | 0.5513 | 0.6253 | 0.7907 |
246
- | No log | 24.375 | 390 | 0.6187 | 0.5042 | 0.6187 | 0.7866 |
247
- | No log | 24.5 | 392 | 0.6309 | 0.5245 | 0.6309 | 0.7943 |
248
- | No log | 24.625 | 394 | 0.6226 | 0.5167 | 0.6226 | 0.7890 |
249
- | No log | 24.75 | 396 | 0.6487 | 0.5571 | 0.6487 | 0.8054 |
250
- | No log | 24.875 | 398 | 0.7193 | 0.5680 | 0.7193 | 0.8481 |
251
- | No log | 25.0 | 400 | 0.8125 | 0.5202 | 0.8125 | 0.9014 |
252
- | No log | 25.125 | 402 | 0.8191 | 0.5115 | 0.8191 | 0.9050 |
253
- | No log | 25.25 | 404 | 0.7265 | 0.5433 | 0.7265 | 0.8523 |
254
- | No log | 25.375 | 406 | 0.6465 | 0.5748 | 0.6465 | 0.8041 |
255
- | No log | 25.5 | 408 | 0.6193 | 0.5284 | 0.6193 | 0.7869 |
256
- | No log | 25.625 | 410 | 0.6125 | 0.5116 | 0.6125 | 0.7827 |
257
- | No log | 25.75 | 412 | 0.5998 | 0.4738 | 0.5998 | 0.7745 |
258
- | No log | 25.875 | 414 | 0.6146 | 0.4951 | 0.6146 | 0.7839 |
259
- | No log | 26.0 | 416 | 0.6308 | 0.5087 | 0.6308 | 0.7942 |
260
- | No log | 26.125 | 418 | 0.6345 | 0.5073 | 0.6345 | 0.7966 |
261
- | No log | 26.25 | 420 | 0.6279 | 0.5504 | 0.6279 | 0.7924 |
262
- | No log | 26.375 | 422 | 0.6210 | 0.5330 | 0.6210 | 0.7880 |
263
- | No log | 26.5 | 424 | 0.6316 | 0.5295 | 0.6316 | 0.7947 |
264
- | No log | 26.625 | 426 | 0.6280 | 0.5572 | 0.6280 | 0.7925 |
265
- | No log | 26.75 | 428 | 0.6264 | 0.5657 | 0.6264 | 0.7915 |
266
- | No log | 26.875 | 430 | 0.6396 | 0.5069 | 0.6396 | 0.7997 |
267
- | No log | 27.0 | 432 | 0.7081 | 0.4528 | 0.7081 | 0.8415 |
268
- | No log | 27.125 | 434 | 0.7989 | 0.4402 | 0.7989 | 0.8938 |
269
- | No log | 27.25 | 436 | 0.7852 | 0.4350 | 0.7852 | 0.8861 |
270
- | No log | 27.375 | 438 | 0.6867 | 0.4627 | 0.6867 | 0.8287 |
271
- | No log | 27.5 | 440 | 0.6120 | 0.4978 | 0.6120 | 0.7823 |
272
- | No log | 27.625 | 442 | 0.6106 | 0.5517 | 0.6106 | 0.7814 |
273
- | No log | 27.75 | 444 | 0.6151 | 0.5777 | 0.6151 | 0.7843 |
274
- | No log | 27.875 | 446 | 0.6205 | 0.5567 | 0.6205 | 0.7877 |
275
- | No log | 28.0 | 448 | 0.6380 | 0.5565 | 0.6380 | 0.7988 |
276
- | No log | 28.125 | 450 | 0.6570 | 0.5728 | 0.6570 | 0.8105 |
277
- | No log | 28.25 | 452 | 0.6490 | 0.5657 | 0.6490 | 0.8056 |
278
- | No log | 28.375 | 454 | 0.6313 | 0.5437 | 0.6313 | 0.7945 |
279
- | No log | 28.5 | 456 | 0.6232 | 0.5312 | 0.6232 | 0.7895 |
280
- | No log | 28.625 | 458 | 0.6230 | 0.5685 | 0.6230 | 0.7893 |
281
- | No log | 28.75 | 460 | 0.6247 | 0.5685 | 0.6247 | 0.7904 |
282
- | No log | 28.875 | 462 | 0.6149 | 0.5554 | 0.6149 | 0.7842 |
283
- | No log | 29.0 | 464 | 0.6126 | 0.5415 | 0.6126 | 0.7827 |
284
- | No log | 29.125 | 466 | 0.6111 | 0.5415 | 0.6111 | 0.7817 |
285
- | No log | 29.25 | 468 | 0.6003 | 0.5410 | 0.6003 | 0.7748 |
286
- | No log | 29.375 | 470 | 0.5914 | 0.5157 | 0.5914 | 0.7690 |
287
- | No log | 29.5 | 472 | 0.5903 | 0.5334 | 0.5903 | 0.7683 |
288
- | No log | 29.625 | 474 | 0.5982 | 0.5505 | 0.5982 | 0.7734 |
289
- | No log | 29.75 | 476 | 0.6124 | 0.5611 | 0.6124 | 0.7825 |
290
- | No log | 29.875 | 478 | 0.6200 | 0.5899 | 0.6200 | 0.7874 |
291
- | No log | 30.0 | 480 | 0.6302 | 0.5525 | 0.6302 | 0.7938 |
292
- | No log | 30.125 | 482 | 0.6296 | 0.5499 | 0.6296 | 0.7934 |
293
- | No log | 30.25 | 484 | 0.6122 | 0.5677 | 0.6122 | 0.7824 |
294
- | No log | 30.375 | 486 | 0.6004 | 0.5243 | 0.6004 | 0.7749 |
295
- | No log | 30.5 | 488 | 0.5928 | 0.5282 | 0.5928 | 0.7699 |
296
- | No log | 30.625 | 490 | 0.5851 | 0.5340 | 0.5851 | 0.7649 |
297
- | No log | 30.75 | 492 | 0.5901 | 0.5191 | 0.5901 | 0.7682 |
298
- | No log | 30.875 | 494 | 0.6145 | 0.5362 | 0.6145 | 0.7839 |
299
- | No log | 31.0 | 496 | 0.6234 | 0.5318 | 0.6234 | 0.7896 |
300
- | No log | 31.125 | 498 | 0.6330 | 0.5332 | 0.6330 | 0.7956 |
301
- | 0.2975 | 31.25 | 500 | 0.6403 | 0.5309 | 0.6403 | 0.8002 |
302
- | 0.2975 | 31.375 | 502 | 0.6401 | 0.5343 | 0.6401 | 0.8001 |
303
- | 0.2975 | 31.5 | 504 | 0.6266 | 0.5438 | 0.6266 | 0.7916 |
304
- | 0.2975 | 31.625 | 506 | 0.6127 | 0.5576 | 0.6127 | 0.7827 |
305
- | 0.2975 | 31.75 | 508 | 0.6031 | 0.5735 | 0.6031 | 0.7766 |
306
- | 0.2975 | 31.875 | 510 | 0.6001 | 0.5735 | 0.6001 | 0.7746 |
307
- | 0.2975 | 32.0 | 512 | 0.6141 | 0.5450 | 0.6141 | 0.7836 |
308
- | 0.2975 | 32.125 | 514 | 0.6304 | 0.5404 | 0.6304 | 0.7940 |
309
- | 0.2975 | 32.25 | 516 | 0.6383 | 0.5668 | 0.6383 | 0.7989 |
310
- | 0.2975 | 32.375 | 518 | 0.6469 | 0.5512 | 0.6469 | 0.8043 |
311
- | 0.2975 | 32.5 | 520 | 0.6369 | 0.5610 | 0.6369 | 0.7981 |
312
- | 0.2975 | 32.625 | 522 | 0.6160 | 0.5620 | 0.6160 | 0.7848 |
313
- | 0.2975 | 32.75 | 524 | 0.6499 | 0.5432 | 0.6499 | 0.8061 |
314
- | 0.2975 | 32.875 | 526 | 0.6512 | 0.5512 | 0.6512 | 0.8070 |
315
- | 0.2975 | 33.0 | 528 | 0.6272 | 0.5642 | 0.6272 | 0.7920 |
316
- | 0.2975 | 33.125 | 530 | 0.6658 | 0.5337 | 0.6658 | 0.8160 |
317
- | 0.2975 | 33.25 | 532 | 0.7295 | 0.4625 | 0.7295 | 0.8541 |
318
- | 0.2975 | 33.375 | 534 | 0.7420 | 0.4731 | 0.7420 | 0.8614 |
319
- | 0.2975 | 33.5 | 536 | 0.6910 | 0.4982 | 0.6910 | 0.8313 |
320
- | 0.2975 | 33.625 | 538 | 0.6375 | 0.5392 | 0.6375 | 0.7984 |
321
- | 0.2975 | 33.75 | 540 | 0.6484 | 0.5668 | 0.6484 | 0.8052 |
322
- | 0.2975 | 33.875 | 542 | 0.6642 | 0.5767 | 0.6642 | 0.8150 |
323
- | 0.2975 | 34.0 | 544 | 0.6597 | 0.5633 | 0.6597 | 0.8122 |
324
- | 0.2975 | 34.125 | 546 | 0.6465 | 0.5466 | 0.6465 | 0.8040 |
325
- | 0.2975 | 34.25 | 548 | 0.6539 | 0.5461 | 0.6539 | 0.8087 |
326
- | 0.2975 | 34.375 | 550 | 0.6877 | 0.5024 | 0.6877 | 0.8293 |
327
- | 0.2975 | 34.5 | 552 | 0.7181 | 0.4777 | 0.7181 | 0.8474 |
328
- | 0.2975 | 34.625 | 554 | 0.7077 | 0.4743 | 0.7077 | 0.8413 |
329
- | 0.2975 | 34.75 | 556 | 0.6733 | 0.5025 | 0.6733 | 0.8206 |
330
- | 0.2975 | 34.875 | 558 | 0.6339 | 0.5492 | 0.6339 | 0.7962 |
331
- | 0.2975 | 35.0 | 560 | 0.6310 | 0.5699 | 0.6310 | 0.7944 |
332
- | 0.2975 | 35.125 | 562 | 0.6454 | 0.5624 | 0.6454 | 0.8034 |
333
- | 0.2975 | 35.25 | 564 | 0.6452 | 0.5624 | 0.6452 | 0.8032 |
334
- | 0.2975 | 35.375 | 566 | 0.6366 | 0.5598 | 0.6366 | 0.7979 |
335
- | 0.2975 | 35.5 | 568 | 0.6391 | 0.5497 | 0.6391 | 0.7995 |
336
- | 0.2975 | 35.625 | 570 | 0.6415 | 0.5497 | 0.6415 | 0.8009 |
337
- | 0.2975 | 35.75 | 572 | 0.6482 | 0.5501 | 0.6482 | 0.8051 |
338
- | 0.2975 | 35.875 | 574 | 0.6435 | 0.5451 | 0.6435 | 0.8022 |
339
- | 0.2975 | 36.0 | 576 | 0.6378 | 0.5427 | 0.6378 | 0.7986 |
340
- | 0.2975 | 36.125 | 578 | 0.6277 | 0.5451 | 0.6277 | 0.7923 |
341
- | 0.2975 | 36.25 | 580 | 0.6205 | 0.4897 | 0.6205 | 0.7877 |
342
- | 0.2975 | 36.375 | 582 | 0.6119 | 0.5151 | 0.6119 | 0.7822 |
343
- | 0.2975 | 36.5 | 584 | 0.5997 | 0.4539 | 0.5997 | 0.7744 |
344
- | 0.2975 | 36.625 | 586 | 0.6155 | 0.4692 | 0.6155 | 0.7845 |
345
- | 0.2975 | 36.75 | 588 | 0.6300 | 0.4672 | 0.6300 | 0.7937 |
346
 
347
 
348
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_task2_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
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_task2_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: 0.5702
19
+ - Qwk: 0.5276
20
+ - Mse: 0.5702
21
+ - Rmse: 0.7551
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 4.1289 | -0.0163 | 4.1289 | 2.0320 |
53
+ | No log | 0.1818 | 4 | 2.3335 | 0.0928 | 2.3335 | 1.5276 |
54
+ | No log | 0.2727 | 6 | 1.3547 | 0.1304 | 1.3547 | 1.1639 |
55
+ | No log | 0.3636 | 8 | 0.8243 | 0.1612 | 0.8243 | 0.9079 |
56
+ | No log | 0.4545 | 10 | 0.8167 | 0.1543 | 0.8167 | 0.9037 |
57
+ | No log | 0.5455 | 12 | 0.8909 | 0.0600 | 0.8909 | 0.9439 |
58
+ | No log | 0.6364 | 14 | 0.8382 | 0.0797 | 0.8382 | 0.9155 |
59
+ | No log | 0.7273 | 16 | 0.9294 | 0.0710 | 0.9295 | 0.9641 |
60
+ | No log | 0.8182 | 18 | 0.9013 | 0.0364 | 0.9013 | 0.9494 |
61
+ | No log | 0.9091 | 20 | 0.7705 | 0.1758 | 0.7705 | 0.8778 |
62
+ | No log | 1.0 | 22 | 0.8491 | 0.1837 | 0.8491 | 0.9215 |
63
+ | No log | 1.0909 | 24 | 1.0730 | -0.0064 | 1.0730 | 1.0359 |
64
+ | No log | 1.1818 | 26 | 0.9685 | 0.1752 | 0.9685 | 0.9841 |
65
+ | No log | 1.2727 | 28 | 0.8001 | 0.2758 | 0.8001 | 0.8945 |
66
+ | No log | 1.3636 | 30 | 0.6932 | 0.3324 | 0.6932 | 0.8326 |
67
+ | No log | 1.4545 | 32 | 0.6469 | 0.3085 | 0.6469 | 0.8043 |
68
+ | No log | 1.5455 | 34 | 0.7003 | 0.3825 | 0.7003 | 0.8369 |
69
+ | No log | 1.6364 | 36 | 0.9571 | 0.3413 | 0.9571 | 0.9783 |
70
+ | No log | 1.7273 | 38 | 0.8095 | 0.3397 | 0.8095 | 0.8997 |
71
+ | No log | 1.8182 | 40 | 0.6484 | 0.3199 | 0.6484 | 0.8052 |
72
+ | No log | 1.9091 | 42 | 0.6724 | 0.3422 | 0.6724 | 0.8200 |
73
+ | No log | 2.0 | 44 | 0.9376 | 0.3737 | 0.9376 | 0.9683 |
74
+ | No log | 2.0909 | 46 | 0.9724 | 0.2971 | 0.9724 | 0.9861 |
75
+ | No log | 2.1818 | 48 | 0.6714 | 0.3809 | 0.6714 | 0.8194 |
76
+ | No log | 2.2727 | 50 | 0.6992 | 0.4827 | 0.6992 | 0.8362 |
77
+ | No log | 2.3636 | 52 | 0.6801 | 0.4829 | 0.6801 | 0.8247 |
78
+ | No log | 2.4545 | 54 | 0.7007 | 0.3582 | 0.7007 | 0.8371 |
79
+ | No log | 2.5455 | 56 | 0.8167 | 0.2229 | 0.8167 | 0.9037 |
80
+ | No log | 2.6364 | 58 | 0.8054 | 0.3327 | 0.8054 | 0.8975 |
81
+ | No log | 2.7273 | 60 | 0.7523 | 0.4179 | 0.7523 | 0.8674 |
82
+ | No log | 2.8182 | 62 | 0.7476 | 0.3990 | 0.7476 | 0.8646 |
83
+ | No log | 2.9091 | 64 | 0.7602 | 0.4638 | 0.7602 | 0.8719 |
84
+ | No log | 3.0 | 66 | 0.7520 | 0.4320 | 0.7520 | 0.8672 |
85
+ | No log | 3.0909 | 68 | 0.7639 | 0.4721 | 0.7639 | 0.8740 |
86
+ | No log | 3.1818 | 70 | 0.7820 | 0.4843 | 0.7820 | 0.8843 |
87
+ | No log | 3.2727 | 72 | 0.7551 | 0.4786 | 0.7551 | 0.8689 |
88
+ | No log | 3.3636 | 74 | 0.7043 | 0.4932 | 0.7043 | 0.8392 |
89
+ | No log | 3.4545 | 76 | 0.6817 | 0.5159 | 0.6817 | 0.8257 |
90
+ | No log | 3.5455 | 78 | 0.8143 | 0.5015 | 0.8143 | 0.9024 |
91
+ | No log | 3.6364 | 80 | 0.7963 | 0.4933 | 0.7963 | 0.8924 |
92
+ | No log | 3.7273 | 82 | 0.6655 | 0.4843 | 0.6655 | 0.8158 |
93
+ | No log | 3.8182 | 84 | 0.6994 | 0.5257 | 0.6994 | 0.8363 |
94
+ | No log | 3.9091 | 86 | 0.7376 | 0.5171 | 0.7376 | 0.8589 |
95
+ | No log | 4.0 | 88 | 0.6865 | 0.5336 | 0.6865 | 0.8286 |
96
+ | No log | 4.0909 | 90 | 0.6946 | 0.5355 | 0.6946 | 0.8334 |
97
+ | No log | 4.1818 | 92 | 0.6506 | 0.5309 | 0.6506 | 0.8066 |
98
+ | No log | 4.2727 | 94 | 0.7794 | 0.4715 | 0.7794 | 0.8829 |
99
+ | No log | 4.3636 | 96 | 0.9749 | 0.4178 | 0.9749 | 0.9874 |
100
+ | No log | 4.4545 | 98 | 0.7843 | 0.4764 | 0.7843 | 0.8856 |
101
+ | No log | 4.5455 | 100 | 0.6275 | 0.5193 | 0.6275 | 0.7921 |
102
+ | No log | 4.6364 | 102 | 0.6422 | 0.5641 | 0.6422 | 0.8013 |
103
+ | No log | 4.7273 | 104 | 0.6895 | 0.5382 | 0.6895 | 0.8303 |
104
+ | No log | 4.8182 | 106 | 0.6924 | 0.5332 | 0.6924 | 0.8321 |
105
+ | No log | 4.9091 | 108 | 0.7141 | 0.5619 | 0.7141 | 0.8451 |
106
+ | No log | 5.0 | 110 | 0.7168 | 0.5298 | 0.7168 | 0.8466 |
107
+ | No log | 5.0909 | 112 | 0.7726 | 0.5584 | 0.7726 | 0.8790 |
108
+ | No log | 5.1818 | 114 | 0.6981 | 0.5476 | 0.6981 | 0.8355 |
109
+ | No log | 5.2727 | 116 | 0.7291 | 0.5198 | 0.7291 | 0.8539 |
110
+ | No log | 5.3636 | 118 | 0.6943 | 0.5069 | 0.6943 | 0.8332 |
111
+ | No log | 5.4545 | 120 | 0.6622 | 0.5123 | 0.6622 | 0.8138 |
112
+ | No log | 5.5455 | 122 | 0.6204 | 0.5496 | 0.6204 | 0.7877 |
113
+ | No log | 5.6364 | 124 | 0.6236 | 0.4926 | 0.6236 | 0.7897 |
114
+ | No log | 5.7273 | 126 | 0.6298 | 0.5655 | 0.6298 | 0.7936 |
115
+ | No log | 5.8182 | 128 | 0.6542 | 0.5416 | 0.6542 | 0.8088 |
116
+ | No log | 5.9091 | 130 | 0.6566 | 0.5531 | 0.6566 | 0.8103 |
117
+ | No log | 6.0 | 132 | 0.6911 | 0.5088 | 0.6911 | 0.8313 |
118
+ | No log | 6.0909 | 134 | 0.6520 | 0.5248 | 0.6520 | 0.8075 |
119
+ | No log | 6.1818 | 136 | 0.6579 | 0.5327 | 0.6579 | 0.8111 |
120
+ | No log | 6.2727 | 138 | 0.6381 | 0.5191 | 0.6381 | 0.7988 |
121
+ | No log | 6.3636 | 140 | 0.7690 | 0.5085 | 0.7690 | 0.8769 |
122
+ | No log | 6.4545 | 142 | 0.7417 | 0.5101 | 0.7417 | 0.8612 |
123
+ | No log | 6.5455 | 144 | 0.7300 | 0.5151 | 0.7300 | 0.8544 |
124
+ | No log | 6.6364 | 146 | 0.6336 | 0.5285 | 0.6336 | 0.7960 |
125
+ | No log | 6.7273 | 148 | 0.6141 | 0.5239 | 0.6141 | 0.7836 |
126
+ | No log | 6.8182 | 150 | 0.6567 | 0.4857 | 0.6567 | 0.8104 |
127
+ | No log | 6.9091 | 152 | 0.8897 | 0.4287 | 0.8897 | 0.9432 |
128
+ | No log | 7.0 | 154 | 0.8958 | 0.4398 | 0.8958 | 0.9465 |
129
+ | No log | 7.0909 | 156 | 0.6126 | 0.5023 | 0.6126 | 0.7827 |
130
+ | No log | 7.1818 | 158 | 0.6669 | 0.4960 | 0.6669 | 0.8166 |
131
+ | No log | 7.2727 | 160 | 0.7190 | 0.5039 | 0.7190 | 0.8479 |
132
+ | No log | 7.3636 | 162 | 0.5995 | 0.5081 | 0.5995 | 0.7742 |
133
+ | No log | 7.4545 | 164 | 0.6595 | 0.4752 | 0.6595 | 0.8121 |
134
+ | No log | 7.5455 | 166 | 0.6808 | 0.4536 | 0.6808 | 0.8251 |
135
+ | No log | 7.6364 | 168 | 0.6300 | 0.5618 | 0.6300 | 0.7937 |
136
+ | No log | 7.7273 | 170 | 0.8434 | 0.4557 | 0.8434 | 0.9184 |
137
+ | No log | 7.8182 | 172 | 0.9728 | 0.4074 | 0.9728 | 0.9863 |
138
+ | No log | 7.9091 | 174 | 0.7747 | 0.4881 | 0.7747 | 0.8802 |
139
+ | No log | 8.0 | 176 | 0.6230 | 0.5875 | 0.6230 | 0.7893 |
140
+ | No log | 8.0909 | 178 | 0.6791 | 0.4978 | 0.6791 | 0.8241 |
141
+ | No log | 8.1818 | 180 | 0.6281 | 0.4657 | 0.6281 | 0.7925 |
142
+ | No log | 8.2727 | 182 | 0.5617 | 0.5652 | 0.5617 | 0.7495 |
143
+ | No log | 8.3636 | 184 | 0.5606 | 0.5505 | 0.5606 | 0.7487 |
144
+ | No log | 8.4545 | 186 | 0.5504 | 0.5796 | 0.5504 | 0.7419 |
145
+ | No log | 8.5455 | 188 | 0.5510 | 0.5837 | 0.5510 | 0.7423 |
146
+ | No log | 8.6364 | 190 | 0.5509 | 0.5607 | 0.5509 | 0.7423 |
147
+ | No log | 8.7273 | 192 | 0.5612 | 0.6065 | 0.5612 | 0.7491 |
148
+ | No log | 8.8182 | 194 | 0.5691 | 0.5554 | 0.5691 | 0.7544 |
149
+ | No log | 8.9091 | 196 | 0.5771 | 0.5593 | 0.5771 | 0.7596 |
150
+ | No log | 9.0 | 198 | 0.5954 | 0.5587 | 0.5954 | 0.7716 |
151
+ | No log | 9.0909 | 200 | 0.5969 | 0.5646 | 0.5969 | 0.7726 |
152
+ | No log | 9.1818 | 202 | 0.6034 | 0.5788 | 0.6034 | 0.7768 |
153
+ | No log | 9.2727 | 204 | 0.5833 | 0.5182 | 0.5833 | 0.7637 |
154
+ | No log | 9.3636 | 206 | 0.5934 | 0.5093 | 0.5934 | 0.7703 |
155
+ | No log | 9.4545 | 208 | 0.6044 | 0.5188 | 0.6044 | 0.7774 |
156
+ | No log | 9.5455 | 210 | 0.6236 | 0.5380 | 0.6236 | 0.7897 |
157
+ | No log | 9.6364 | 212 | 0.5629 | 0.5505 | 0.5629 | 0.7503 |
158
+ | No log | 9.7273 | 214 | 0.6084 | 0.5056 | 0.6084 | 0.7800 |
159
+ | No log | 9.8182 | 216 | 0.6008 | 0.5297 | 0.6008 | 0.7751 |
160
+ | No log | 9.9091 | 218 | 0.5704 | 0.5538 | 0.5704 | 0.7552 |
161
+ | No log | 10.0 | 220 | 0.7712 | 0.4946 | 0.7712 | 0.8782 |
162
+ | No log | 10.0909 | 222 | 0.8232 | 0.4794 | 0.8232 | 0.9073 |
163
+ | No log | 10.1818 | 224 | 0.6717 | 0.5239 | 0.6717 | 0.8196 |
164
+ | No log | 10.2727 | 226 | 0.5981 | 0.5822 | 0.5981 | 0.7734 |
165
+ | No log | 10.3636 | 228 | 0.6178 | 0.5023 | 0.6178 | 0.7860 |
166
+ | No log | 10.4545 | 230 | 0.5906 | 0.5396 | 0.5906 | 0.7685 |
167
+ | No log | 10.5455 | 232 | 0.5917 | 0.5563 | 0.5917 | 0.7692 |
168
+ | No log | 10.6364 | 234 | 0.6051 | 0.5379 | 0.6051 | 0.7779 |
169
+ | No log | 10.7273 | 236 | 0.6386 | 0.5126 | 0.6386 | 0.7991 |
170
+ | No log | 10.8182 | 238 | 0.6946 | 0.5119 | 0.6946 | 0.8334 |
171
+ | No log | 10.9091 | 240 | 0.6808 | 0.5139 | 0.6808 | 0.8251 |
172
+ | No log | 11.0 | 242 | 0.6435 | 0.5568 | 0.6435 | 0.8022 |
173
+ | No log | 11.0909 | 244 | 0.6000 | 0.6099 | 0.6000 | 0.7746 |
174
+ | No log | 11.1818 | 246 | 0.6166 | 0.4752 | 0.6166 | 0.7852 |
175
+ | No log | 11.2727 | 248 | 0.6222 | 0.4687 | 0.6222 | 0.7888 |
176
+ | No log | 11.3636 | 250 | 0.6081 | 0.4735 | 0.6081 | 0.7798 |
177
+ | No log | 11.4545 | 252 | 0.5607 | 0.5700 | 0.5607 | 0.7488 |
178
+ | No log | 11.5455 | 254 | 0.5646 | 0.5525 | 0.5646 | 0.7514 |
179
+ | No log | 11.6364 | 256 | 0.6002 | 0.5763 | 0.6002 | 0.7747 |
180
+ | No log | 11.7273 | 258 | 0.6733 | 0.5753 | 0.6733 | 0.8205 |
181
+ | No log | 11.8182 | 260 | 0.6699 | 0.5775 | 0.6699 | 0.8185 |
182
+ | No log | 11.9091 | 262 | 0.5880 | 0.5019 | 0.5880 | 0.7668 |
183
+ | No log | 12.0 | 264 | 0.5843 | 0.5121 | 0.5843 | 0.7644 |
184
+ | No log | 12.0909 | 266 | 0.6040 | 0.5077 | 0.6040 | 0.7772 |
185
+ | No log | 12.1818 | 268 | 0.6133 | 0.4956 | 0.6133 | 0.7831 |
186
+ | No log | 12.2727 | 270 | 0.6544 | 0.5354 | 0.6544 | 0.8089 |
187
+ | No log | 12.3636 | 272 | 0.6838 | 0.5656 | 0.6838 | 0.8269 |
188
+ | No log | 12.4545 | 274 | 0.7079 | 0.5411 | 0.7079 | 0.8414 |
189
+ | No log | 12.5455 | 276 | 0.7326 | 0.5266 | 0.7326 | 0.8559 |
190
+ | No log | 12.6364 | 278 | 0.7464 | 0.5266 | 0.7464 | 0.8640 |
191
+ | No log | 12.7273 | 280 | 0.6757 | 0.5393 | 0.6757 | 0.8220 |
192
+ | No log | 12.8182 | 282 | 0.6755 | 0.4877 | 0.6755 | 0.8219 |
193
+ | No log | 12.9091 | 284 | 0.6310 | 0.5049 | 0.6310 | 0.7944 |
194
+ | No log | 13.0 | 286 | 0.5879 | 0.5054 | 0.5879 | 0.7667 |
195
+ | No log | 13.0909 | 288 | 0.6253 | 0.5079 | 0.6253 | 0.7907 |
196
+ | No log | 13.1818 | 290 | 0.6147 | 0.5212 | 0.6147 | 0.7840 |
197
+ | No log | 13.2727 | 292 | 0.6433 | 0.5331 | 0.6433 | 0.8021 |
198
+ | No log | 13.3636 | 294 | 0.6557 | 0.5281 | 0.6557 | 0.8098 |
199
+ | No log | 13.4545 | 296 | 0.6136 | 0.5360 | 0.6136 | 0.7833 |
200
+ | No log | 13.5455 | 298 | 0.6470 | 0.4562 | 0.6470 | 0.8044 |
201
+ | No log | 13.6364 | 300 | 0.6222 | 0.5155 | 0.6222 | 0.7888 |
202
+ | No log | 13.7273 | 302 | 0.6224 | 0.5463 | 0.6224 | 0.7889 |
203
+ | No log | 13.8182 | 304 | 0.6831 | 0.5348 | 0.6831 | 0.8265 |
204
+ | No log | 13.9091 | 306 | 0.7109 | 0.4983 | 0.7109 | 0.8432 |
205
+ | No log | 14.0 | 308 | 0.8132 | 0.5264 | 0.8132 | 0.9018 |
206
+ | No log | 14.0909 | 310 | 0.8106 | 0.5281 | 0.8106 | 0.9003 |
207
+ | No log | 14.1818 | 312 | 0.8155 | 0.5224 | 0.8155 | 0.9030 |
208
+ | No log | 14.2727 | 314 | 0.8112 | 0.5047 | 0.8112 | 0.9007 |
209
+ | No log | 14.3636 | 316 | 0.7349 | 0.5357 | 0.7349 | 0.8573 |
210
+ | No log | 14.4545 | 318 | 0.6635 | 0.5399 | 0.6635 | 0.8146 |
211
+ | No log | 14.5455 | 320 | 0.6214 | 0.5192 | 0.6214 | 0.7883 |
212
+ | No log | 14.6364 | 322 | 0.5802 | 0.4865 | 0.5802 | 0.7617 |
213
+ | No log | 14.7273 | 324 | 0.5878 | 0.4999 | 0.5878 | 0.7667 |
214
+ | No log | 14.8182 | 326 | 0.6374 | 0.4750 | 0.6374 | 0.7984 |
215
+ | No log | 14.9091 | 328 | 0.6116 | 0.5086 | 0.6116 | 0.7820 |
216
+ | No log | 15.0 | 330 | 0.5774 | 0.5774 | 0.5774 | 0.7599 |
217
+ | No log | 15.0909 | 332 | 0.5823 | 0.5630 | 0.5823 | 0.7631 |
218
+ | No log | 15.1818 | 334 | 0.5991 | 0.5491 | 0.5991 | 0.7740 |
219
+ | No log | 15.2727 | 336 | 0.6026 | 0.5310 | 0.6026 | 0.7763 |
220
+ | No log | 15.3636 | 338 | 0.6061 | 0.5100 | 0.6061 | 0.7785 |
221
+ | No log | 15.4545 | 340 | 0.6039 | 0.5768 | 0.6039 | 0.7771 |
222
+ | No log | 15.5455 | 342 | 0.5981 | 0.5768 | 0.5981 | 0.7734 |
223
+ | No log | 15.6364 | 344 | 0.5939 | 0.5581 | 0.5939 | 0.7707 |
224
+ | No log | 15.7273 | 346 | 0.5895 | 0.5097 | 0.5895 | 0.7678 |
225
+ | No log | 15.8182 | 348 | 0.6569 | 0.4596 | 0.6569 | 0.8105 |
226
+ | No log | 15.9091 | 350 | 0.7011 | 0.4467 | 0.7011 | 0.8373 |
227
+ | No log | 16.0 | 352 | 0.6249 | 0.4118 | 0.6249 | 0.7905 |
228
+ | No log | 16.0909 | 354 | 0.6025 | 0.5829 | 0.6025 | 0.7762 |
229
+ | No log | 16.1818 | 356 | 0.6402 | 0.5698 | 0.6402 | 0.8001 |
230
+ | No log | 16.2727 | 358 | 0.6214 | 0.5536 | 0.6214 | 0.7883 |
231
+ | No log | 16.3636 | 360 | 0.6119 | 0.5828 | 0.6119 | 0.7822 |
232
+ | No log | 16.4545 | 362 | 0.6061 | 0.5514 | 0.6061 | 0.7785 |
233
+ | No log | 16.5455 | 364 | 0.6042 | 0.5487 | 0.6042 | 0.7773 |
234
+ | No log | 16.6364 | 366 | 0.6121 | 0.5191 | 0.6121 | 0.7824 |
235
+ | No log | 16.7273 | 368 | 0.6307 | 0.4672 | 0.6307 | 0.7942 |
236
+ | No log | 16.8182 | 370 | 0.6117 | 0.4934 | 0.6117 | 0.7821 |
237
+ | No log | 16.9091 | 372 | 0.6233 | 0.5046 | 0.6233 | 0.7895 |
238
+ | No log | 17.0 | 374 | 0.6423 | 0.5361 | 0.6423 | 0.8014 |
239
+ | No log | 17.0909 | 376 | 0.6115 | 0.5180 | 0.6115 | 0.7820 |
240
+ | No log | 17.1818 | 378 | 0.5932 | 0.4978 | 0.5932 | 0.7702 |
241
+ | No log | 17.2727 | 380 | 0.5943 | 0.4733 | 0.5943 | 0.7709 |
242
+ | No log | 17.3636 | 382 | 0.5906 | 0.4686 | 0.5906 | 0.7685 |
243
+ | No log | 17.4545 | 384 | 0.5974 | 0.5132 | 0.5974 | 0.7729 |
244
+ | No log | 17.5455 | 386 | 0.6258 | 0.5490 | 0.6258 | 0.7911 |
245
+ | No log | 17.6364 | 388 | 0.6177 | 0.5638 | 0.6177 | 0.7860 |
246
+ | No log | 17.7273 | 390 | 0.5997 | 0.4885 | 0.5997 | 0.7744 |
247
+ | No log | 17.8182 | 392 | 0.6634 | 0.4593 | 0.6634 | 0.8145 |
248
+ | No log | 17.9091 | 394 | 0.6374 | 0.4895 | 0.6374 | 0.7983 |
249
+ | No log | 18.0 | 396 | 0.5936 | 0.5303 | 0.5936 | 0.7705 |
250
+ | No log | 18.0909 | 398 | 0.6190 | 0.5291 | 0.6190 | 0.7867 |
251
+ | No log | 18.1818 | 400 | 0.5982 | 0.5314 | 0.5982 | 0.7734 |
252
+ | No log | 18.2727 | 402 | 0.5839 | 0.5270 | 0.5839 | 0.7641 |
253
+ | No log | 18.3636 | 404 | 0.5840 | 0.5200 | 0.5840 | 0.7642 |
254
+ | No log | 18.4545 | 406 | 0.6128 | 0.5291 | 0.6128 | 0.7828 |
255
+ | No log | 18.5455 | 408 | 0.6391 | 0.5301 | 0.6391 | 0.7994 |
256
+ | No log | 18.6364 | 410 | 0.6248 | 0.5260 | 0.6248 | 0.7905 |
257
+ | No log | 18.7273 | 412 | 0.6061 | 0.5223 | 0.6061 | 0.7785 |
258
+ | No log | 18.8182 | 414 | 0.6178 | 0.5208 | 0.6178 | 0.7860 |
259
+ | No log | 18.9091 | 416 | 0.6389 | 0.5228 | 0.6389 | 0.7993 |
260
+ | No log | 19.0 | 418 | 0.6360 | 0.5523 | 0.6360 | 0.7975 |
261
+ | No log | 19.0909 | 420 | 0.6266 | 0.5758 | 0.6266 | 0.7916 |
262
+ | No log | 19.1818 | 422 | 0.6141 | 0.6061 | 0.6141 | 0.7836 |
263
+ | No log | 19.2727 | 424 | 0.6449 | 0.5323 | 0.6449 | 0.8031 |
264
+ | No log | 19.3636 | 426 | 0.7252 | 0.5203 | 0.7252 | 0.8516 |
265
+ | No log | 19.4545 | 428 | 0.6828 | 0.5255 | 0.6828 | 0.8263 |
266
+ | No log | 19.5455 | 430 | 0.5977 | 0.5641 | 0.5977 | 0.7731 |
267
+ | No log | 19.6364 | 432 | 0.5565 | 0.5570 | 0.5565 | 0.7460 |
268
+ | No log | 19.7273 | 434 | 0.5654 | 0.6175 | 0.5654 | 0.7519 |
269
+ | No log | 19.8182 | 436 | 0.5554 | 0.5818 | 0.5554 | 0.7453 |
270
+ | No log | 19.9091 | 438 | 0.5352 | 0.5562 | 0.5352 | 0.7316 |
271
+ | No log | 20.0 | 440 | 0.5657 | 0.4958 | 0.5657 | 0.7521 |
272
+ | No log | 20.0909 | 442 | 0.5662 | 0.4867 | 0.5662 | 0.7524 |
273
+ | No log | 20.1818 | 444 | 0.5347 | 0.5535 | 0.5347 | 0.7312 |
274
+ | No log | 20.2727 | 446 | 0.5350 | 0.5589 | 0.5350 | 0.7315 |
275
+ | No log | 20.3636 | 448 | 0.5352 | 0.5453 | 0.5352 | 0.7316 |
276
+ | No log | 20.4545 | 450 | 0.5375 | 0.5543 | 0.5375 | 0.7332 |
277
+ | No log | 20.5455 | 452 | 0.5444 | 0.5676 | 0.5444 | 0.7378 |
278
+ | No log | 20.6364 | 454 | 0.5717 | 0.6178 | 0.5717 | 0.7561 |
279
+ | No log | 20.7273 | 456 | 0.5784 | 0.5864 | 0.5784 | 0.7605 |
280
+ | No log | 20.8182 | 458 | 0.5722 | 0.5709 | 0.5722 | 0.7564 |
281
+ | No log | 20.9091 | 460 | 0.6167 | 0.5341 | 0.6167 | 0.7853 |
282
+ | No log | 21.0 | 462 | 0.5992 | 0.5503 | 0.5992 | 0.7741 |
283
+ | No log | 21.0909 | 464 | 0.5725 | 0.5087 | 0.5725 | 0.7566 |
284
+ | No log | 21.1818 | 466 | 0.5554 | 0.5020 | 0.5554 | 0.7453 |
285
+ | No log | 21.2727 | 468 | 0.5592 | 0.4928 | 0.5592 | 0.7478 |
286
+ | No log | 21.3636 | 470 | 0.5891 | 0.4863 | 0.5891 | 0.7675 |
287
+ | No log | 21.4545 | 472 | 0.6507 | 0.4865 | 0.6507 | 0.8067 |
288
+ | No log | 21.5455 | 474 | 0.6651 | 0.5132 | 0.6651 | 0.8155 |
289
+ | No log | 21.6364 | 476 | 0.6183 | 0.4811 | 0.6183 | 0.7863 |
290
+ | No log | 21.7273 | 478 | 0.5829 | 0.5549 | 0.5829 | 0.7635 |
291
+ | No log | 21.8182 | 480 | 0.6007 | 0.5189 | 0.6007 | 0.7751 |
292
+ | No log | 21.9091 | 482 | 0.5915 | 0.5553 | 0.5915 | 0.7691 |
293
+ | No log | 22.0 | 484 | 0.5931 | 0.4946 | 0.5931 | 0.7701 |
294
+ | No log | 22.0909 | 486 | 0.5943 | 0.5091 | 0.5943 | 0.7709 |
295
+ | No log | 22.1818 | 488 | 0.6062 | 0.5314 | 0.6062 | 0.7786 |
296
+ | No log | 22.2727 | 490 | 0.5855 | 0.5155 | 0.5855 | 0.7652 |
297
+ | No log | 22.3636 | 492 | 0.5791 | 0.5081 | 0.5791 | 0.7610 |
298
+ | No log | 22.4545 | 494 | 0.5685 | 0.5339 | 0.5685 | 0.7540 |
299
+ | No log | 22.5455 | 496 | 0.5644 | 0.5155 | 0.5644 | 0.7512 |
300
+ | No log | 22.6364 | 498 | 0.5690 | 0.5502 | 0.5690 | 0.7544 |
301
+ | 0.3089 | 22.7273 | 500 | 0.5745 | 0.5685 | 0.5745 | 0.7579 |
302
+ | 0.3089 | 22.8182 | 502 | 0.5815 | 0.5549 | 0.5815 | 0.7625 |
303
+ | 0.3089 | 22.9091 | 504 | 0.5910 | 0.5373 | 0.5910 | 0.7688 |
304
+ | 0.3089 | 23.0 | 506 | 0.5781 | 0.5402 | 0.5781 | 0.7603 |
305
+ | 0.3089 | 23.0909 | 508 | 0.5665 | 0.5440 | 0.5665 | 0.7526 |
306
+ | 0.3089 | 23.1818 | 510 | 0.5702 | 0.5276 | 0.5702 | 0.7551 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions