Hugging Face's logo

MayBashendy
/
ASAP_FineTuningBERT_AugV4_k4_task1_organization_fold0

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Community
MayBashendy commited on
Commit
fd123dc
•
1 Parent(s): 6b30609

End of training

Browse files
Files changed (1) hide show
  1. README.md +276 -263
README.md CHANGED
@@ -5,21 +5,21 @@ base_model: bert-base-uncased
5
  tags:
6
  - generated_from_trainer
7
  model-index:
8
- - name: ASAP_FineTuningBERT_AugV4_k3_task1_organization_fold4
9
  results: []
10
  ---
11
 
12
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
  should probably proofread and complete it, then remove this comment. -->
14
 
15
- # ASAP_FineTuningBERT_AugV4_k3_task1_organization_fold4
16
 
17
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
18
  It achieves the following results on the evaluation set:
19
- - Loss: 0.5183
20
- - Qwk: 0.6191
21
- - Mse: 0.5183
22
- - Rmse: 0.7200
23
 
24
  ## Model description
25
 
@@ -48,263 +48,276 @@ The following hyperparameters were used during training:
48
 
49
  ### Training results
50
 
51
- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
52
- |:-------------:|:------:|:----:|:---------------:|:------:|:-------:|:------:|
53
- | No log | 0.0064 | 2 | 10.6976 | 0.0151 | 10.6976 | 3.2707 |
54
- | No log | 0.0128 | 4 | 9.9961 | 0.0018 | 9.9961 | 3.1617 |
55
- | No log | 0.0192 | 6 | 9.0365 | 0.0018 | 9.0365 | 3.0061 |
56
- | No log | 0.0256 | 8 | 7.3828 | 0.0018 | 7.3828 | 2.7171 |
57
- | No log | 0.0319 | 10 | 5.9928 | 0.0102 | 5.9928 | 2.4480 |
58
- | No log | 0.0383 | 12 | 4.9253 | 0.0180 | 4.9253 | 2.2193 |
59
- | No log | 0.0447 | 14 | 3.8175 | 0.0040 | 3.8175 | 1.9538 |
60
- | No log | 0.0511 | 16 | 3.0563 | 0.0040 | 3.0563 | 1.7482 |
61
- | No log | 0.0575 | 18 | 2.0004 | 0.1124 | 2.0004 | 1.4144 |
62
- | No log | 0.0639 | 20 | 1.4535 | 0.0420 | 1.4535 | 1.2056 |
63
- | No log | 0.0703 | 22 | 1.1248 | 0.0420 | 1.1248 | 1.0605 |
64
- | No log | 0.0767 | 24 | 0.9114 | 0.0833 | 0.9114 | 0.9547 |
65
- | No log | 0.0831 | 26 | 0.8260 | 0.1231 | 0.8260 | 0.9089 |
66
- | No log | 0.0895 | 28 | 0.8795 | 0.0605 | 0.8795 | 0.9378 |
67
- | No log | 0.0958 | 30 | 0.9493 | 0.0605 | 0.9493 | 0.9743 |
68
- | No log | 0.1022 | 32 | 0.9037 | 0.0605 | 0.9037 | 0.9506 |
69
- | No log | 0.1086 | 34 | 0.9315 | 0.0605 | 0.9315 | 0.9651 |
70
- | No log | 0.1150 | 36 | 0.7498 | 0.1357 | 0.7498 | 0.8659 |
71
- | No log | 0.1214 | 38 | 0.7274 | 0.2361 | 0.7274 | 0.8529 |
72
- | No log | 0.1278 | 40 | 0.7870 | 0.1037 | 0.7870 | 0.8871 |
73
- | No log | 0.1342 | 42 | 0.7136 | 0.2055 | 0.7136 | 0.8447 |
74
- | No log | 0.1406 | 44 | 0.7068 | 0.2591 | 0.7068 | 0.8407 |
75
- | No log | 0.1470 | 46 | 0.8590 | 0.2203 | 0.8590 | 0.9268 |
76
- | No log | 0.1534 | 48 | 0.7828 | 0.2050 | 0.7828 | 0.8848 |
77
- | No log | 0.1597 | 50 | 0.6309 | 0.3632 | 0.6309 | 0.7943 |
78
- | No log | 0.1661 | 52 | 0.6086 | 0.4318 | 0.6086 | 0.7801 |
79
- | No log | 0.1725 | 54 | 0.6145 | 0.4475 | 0.6145 | 0.7839 |
80
- | No log | 0.1789 | 56 | 0.6889 | 0.3875 | 0.6889 | 0.8300 |
81
- | No log | 0.1853 | 58 | 0.5929 | 0.4157 | 0.5929 | 0.7700 |
82
- | No log | 0.1917 | 60 | 0.6896 | 0.4145 | 0.6896 | 0.8304 |
83
- | No log | 0.1981 | 62 | 0.6523 | 0.3289 | 0.6523 | 0.8077 |
84
- | No log | 0.2045 | 64 | 0.6290 | 0.4061 | 0.6290 | 0.7931 |
85
- | No log | 0.2109 | 66 | 0.6864 | 0.3736 | 0.6864 | 0.8285 |
86
- | No log | 0.2173 | 68 | 0.7471 | 0.3807 | 0.7471 | 0.8644 |
87
- | No log | 0.2236 | 70 | 0.7549 | 0.4192 | 0.7549 | 0.8688 |
88
- | No log | 0.2300 | 72 | 0.7381 | 0.5186 | 0.7381 | 0.8591 |
89
- | No log | 0.2364 | 74 | 0.6931 | 0.4139 | 0.6931 | 0.8325 |
90
- | No log | 0.2428 | 76 | 0.7369 | 0.3463 | 0.7369 | 0.8584 |
91
- | No log | 0.2492 | 78 | 0.8489 | 0.3165 | 0.8489 | 0.9214 |
92
- | No log | 0.2556 | 80 | 0.7489 | 0.4047 | 0.7489 | 0.8654 |
93
- | No log | 0.2620 | 82 | 0.6745 | 0.4112 | 0.6745 | 0.8213 |
94
- | No log | 0.2684 | 84 | 0.7131 | 0.5075 | 0.7131 | 0.8444 |
95
- | No log | 0.2748 | 86 | 0.7908 | 0.4804 | 0.7908 | 0.8893 |
96
- | No log | 0.2812 | 88 | 1.0346 | 0.4077 | 1.0346 | 1.0172 |
97
- | No log | 0.2875 | 90 | 0.8698 | 0.4421 | 0.8698 | 0.9326 |
98
- | No log | 0.2939 | 92 | 0.6438 | 0.5365 | 0.6438 | 0.8024 |
99
- | No log | 0.3003 | 94 | 0.6090 | 0.5378 | 0.6090 | 0.7804 |
100
- | No log | 0.3067 | 96 | 0.6244 | 0.5424 | 0.6244 | 0.7902 |
101
- | No log | 0.3131 | 98 | 0.6923 | 0.5570 | 0.6923 | 0.8320 |
102
- | No log | 0.3195 | 100 | 0.7009 | 0.5376 | 0.7009 | 0.8372 |
103
- | No log | 0.3259 | 102 | 0.6552 | 0.5085 | 0.6552 | 0.8094 |
104
- | No log | 0.3323 | 104 | 0.5452 | 0.4638 | 0.5452 | 0.7384 |
105
- | No log | 0.3387 | 106 | 0.5407 | 0.4658 | 0.5407 | 0.7353 |
106
- | No log | 0.3450 | 108 | 0.7330 | 0.4800 | 0.7330 | 0.8561 |
107
- | No log | 0.3514 | 110 | 1.1506 | 0.3597 | 1.1506 | 1.0727 |
108
- | No log | 0.3578 | 112 | 1.0139 | 0.3951 | 1.0139 | 1.0069 |
109
- | No log | 0.3642 | 114 | 0.5955 | 0.4726 | 0.5955 | 0.7717 |
110
- | No log | 0.3706 | 116 | 0.5616 | 0.4614 | 0.5616 | 0.7494 |
111
- | No log | 0.3770 | 118 | 0.5556 | 0.4670 | 0.5556 | 0.7454 |
112
- | No log | 0.3834 | 120 | 0.5376 | 0.5675 | 0.5376 | 0.7332 |
113
- | No log | 0.3898 | 122 | 0.7907 | 0.4735 | 0.7907 | 0.8892 |
114
- | No log | 0.3962 | 124 | 0.7590 | 0.4692 | 0.7590 | 0.8712 |
115
- | No log | 0.4026 | 126 | 0.5981 | 0.5777 | 0.5981 | 0.7734 |
116
- | No log | 0.4089 | 128 | 0.5535 | 0.5461 | 0.5535 | 0.7440 |
117
- | No log | 0.4153 | 130 | 0.6093 | 0.5038 | 0.6093 | 0.7806 |
118
- | No log | 0.4217 | 132 | 0.5694 | 0.5472 | 0.5694 | 0.7546 |
119
- | No log | 0.4281 | 134 | 0.6110 | 0.5382 | 0.6110 | 0.7817 |
120
- | No log | 0.4345 | 136 | 0.8399 | 0.4528 | 0.8399 | 0.9164 |
121
- | No log | 0.4409 | 138 | 0.9017 | 0.4320 | 0.9017 | 0.9496 |
122
- | No log | 0.4473 | 140 | 0.7277 | 0.4878 | 0.7277 | 0.8530 |
123
- | No log | 0.4537 | 142 | 0.6339 | 0.4652 | 0.6339 | 0.7962 |
124
- | No log | 0.4601 | 144 | 0.7151 | 0.4801 | 0.7151 | 0.8456 |
125
- | No log | 0.4665 | 146 | 0.9164 | 0.4252 | 0.9164 | 0.9573 |
126
- | No log | 0.4728 | 148 | 0.7634 | 0.4757 | 0.7634 | 0.8738 |
127
- | No log | 0.4792 | 150 | 0.7318 | 0.4892 | 0.7318 | 0.8555 |
128
- | No log | 0.4856 | 152 | 0.7747 | 0.4820 | 0.7747 | 0.8802 |
129
- | No log | 0.4920 | 154 | 0.9758 | 0.4370 | 0.9758 | 0.9878 |
130
- | No log | 0.4984 | 156 | 0.8152 | 0.4758 | 0.8152 | 0.9029 |
131
- | No log | 0.5048 | 158 | 0.5220 | 0.5721 | 0.5220 | 0.7225 |
132
- | No log | 0.5112 | 160 | 0.4944 | 0.5654 | 0.4944 | 0.7031 |
133
- | No log | 0.5176 | 162 | 0.5132 | 0.5805 | 0.5132 | 0.7164 |
134
- | No log | 0.5240 | 164 | 0.6965 | 0.5424 | 0.6965 | 0.8346 |
135
- | No log | 0.5304 | 166 | 0.6770 | 0.5525 | 0.6770 | 0.8228 |
136
- | No log | 0.5367 | 168 | 0.5627 | 0.5600 | 0.5627 | 0.7501 |
137
- | No log | 0.5431 | 170 | 0.5510 | 0.5530 | 0.5510 | 0.7423 |
138
- | No log | 0.5495 | 172 | 0.5958 | 0.5517 | 0.5958 | 0.7719 |
139
- | No log | 0.5559 | 174 | 0.8923 | 0.4366 | 0.8923 | 0.9446 |
140
- | No log | 0.5623 | 176 | 1.0900 | 0.3945 | 1.0900 | 1.0440 |
141
- | No log | 0.5687 | 178 | 0.9399 | 0.4268 | 0.9399 | 0.9695 |
142
- | No log | 0.5751 | 180 | 0.6555 | 0.5037 | 0.6555 | 0.8096 |
143
- | No log | 0.5815 | 182 | 0.5297 | 0.5122 | 0.5297 | 0.7278 |
144
- | No log | 0.5879 | 184 | 0.5230 | 0.5539 | 0.5230 | 0.7232 |
145
- | No log | 0.5942 | 186 | 0.7054 | 0.5277 | 0.7054 | 0.8399 |
146
- | No log | 0.6006 | 188 | 0.8842 | 0.4678 | 0.8842 | 0.9403 |
147
- | No log | 0.6070 | 190 | 0.7241 | 0.5416 | 0.7241 | 0.8510 |
148
- | No log | 0.6134 | 192 | 0.5087 | 0.6113 | 0.5087 | 0.7132 |
149
- | No log | 0.6198 | 194 | 0.5255 | 0.5797 | 0.5255 | 0.7249 |
150
- | No log | 0.6262 | 196 | 0.5003 | 0.6131 | 0.5003 | 0.7073 |
151
- | No log | 0.6326 | 198 | 0.5129 | 0.6167 | 0.5129 | 0.7162 |
152
- | No log | 0.6390 | 200 | 0.5193 | 0.6127 | 0.5193 | 0.7206 |
153
- | No log | 0.6454 | 202 | 0.5125 | 0.6105 | 0.5125 | 0.7159 |
154
- | No log | 0.6518 | 204 | 0.5372 | 0.5561 | 0.5372 | 0.7329 |
155
- | No log | 0.6581 | 206 | 0.5307 | 0.5629 | 0.5307 | 0.7285 |
156
- | No log | 0.6645 | 208 | 0.6072 | 0.5420 | 0.6072 | 0.7792 |
157
- | No log | 0.6709 | 210 | 0.6902 | 0.5041 | 0.6902 | 0.8308 |
158
- | No log | 0.6773 | 212 | 0.6275 | 0.5060 | 0.6275 | 0.7921 |
159
- | No log | 0.6837 | 214 | 0.6659 | 0.4955 | 0.6659 | 0.8160 |
160
- | No log | 0.6901 | 216 | 0.8504 | 0.4816 | 0.8504 | 0.9221 |
161
- | No log | 0.6965 | 218 | 0.7728 | 0.4895 | 0.7728 | 0.8791 |
162
- | No log | 0.7029 | 220 | 0.5888 | 0.5305 | 0.5888 | 0.7673 |
163
- | No log | 0.7093 | 222 | 0.5723 | 0.5547 | 0.5723 | 0.7565 |
164
- | No log | 0.7157 | 224 | 0.6764 | 0.5201 | 0.6764 | 0.8225 |
165
- | No log | 0.7220 | 226 | 0.6787 | 0.5433 | 0.6787 | 0.8239 |
166
- | No log | 0.7284 | 228 | 0.5720 | 0.5775 | 0.5720 | 0.7563 |
167
- | No log | 0.7348 | 230 | 0.5406 | 0.5739 | 0.5406 | 0.7352 |
168
- | No log | 0.7412 | 232 | 0.5786 | 0.5507 | 0.5786 | 0.7607 |
169
- | No log | 0.7476 | 234 | 0.5417 | 0.6061 | 0.5417 | 0.7360 |
170
- | No log | 0.7540 | 236 | 0.5549 | 0.6198 | 0.5549 | 0.7449 |
171
- | No log | 0.7604 | 238 | 0.5894 | 0.6030 | 0.5894 | 0.7677 |
172
- | No log | 0.7668 | 240 | 0.5628 | 0.6096 | 0.5628 | 0.7502 |
173
- | No log | 0.7732 | 242 | 0.5680 | 0.5939 | 0.5680 | 0.7536 |
174
- | No log | 0.7796 | 244 | 0.5545 | 0.6026 | 0.5545 | 0.7447 |
175
- | No log | 0.7859 | 246 | 0.6209 | 0.5798 | 0.6209 | 0.7880 |
176
- | No log | 0.7923 | 248 | 0.7483 | 0.5264 | 0.7483 | 0.8651 |
177
- | No log | 0.7987 | 250 | 0.7413 | 0.5167 | 0.7413 | 0.8610 |
178
- | No log | 0.8051 | 252 | 0.5843 | 0.5632 | 0.5843 | 0.7644 |
179
- | No log | 0.8115 | 254 | 0.5770 | 0.5675 | 0.5770 | 0.7596 |
180
- | No log | 0.8179 | 256 | 0.6677 | 0.5504 | 0.6677 | 0.8171 |
181
- | No log | 0.8243 | 258 | 0.6314 | 0.5567 | 0.6314 | 0.7946 |
182
- | No log | 0.8307 | 260 | 0.6593 | 0.5544 | 0.6593 | 0.8120 |
183
- | No log | 0.8371 | 262 | 0.6755 | 0.5428 | 0.6755 | 0.8219 |
184
- | No log | 0.8435 | 264 | 0.7745 | 0.5121 | 0.7745 | 0.8801 |
185
- | No log | 0.8498 | 266 | 0.7679 | 0.5149 | 0.7679 | 0.8763 |
186
- | No log | 0.8562 | 268 | 0.6124 | 0.5478 | 0.6124 | 0.7826 |
187
- | No log | 0.8626 | 270 | 0.5935 | 0.5798 | 0.5935 | 0.7704 |
188
- | No log | 0.8690 | 272 | 0.5883 | 0.5813 | 0.5883 | 0.7670 |
189
- | No log | 0.8754 | 274 | 0.5864 | 0.5967 | 0.5864 | 0.7657 |
190
- | No log | 0.8818 | 276 | 0.5265 | 0.6343 | 0.5265 | 0.7256 |
191
- | No log | 0.8882 | 278 | 0.5375 | 0.6310 | 0.5375 | 0.7331 |
192
- | No log | 0.8946 | 280 | 0.6137 | 0.5894 | 0.6137 | 0.7834 |
193
- | No log | 0.9010 | 282 | 0.5380 | 0.6121 | 0.5380 | 0.7335 |
194
- | No log | 0.9073 | 284 | 0.4957 | 0.6259 | 0.4957 | 0.7041 |
195
- | No log | 0.9137 | 286 | 0.4976 | 0.6084 | 0.4976 | 0.7054 |
196
- | No log | 0.9201 | 288 | 0.5236 | 0.5967 | 0.5236 | 0.7236 |
197
- | No log | 0.9265 | 290 | 0.5187 | 0.6106 | 0.5187 | 0.7202 |
198
- | No log | 0.9329 | 292 | 0.5303 | 0.6008 | 0.5303 | 0.7282 |
199
- | No log | 0.9393 | 294 | 0.5534 | 0.5930 | 0.5534 | 0.7439 |
200
- | No log | 0.9457 | 296 | 0.5842 | 0.5795 | 0.5842 | 0.7643 |
201
- | No log | 0.9521 | 298 | 0.5277 | 0.6080 | 0.5277 | 0.7264 |
202
- | No log | 0.9585 | 300 | 0.5998 | 0.5844 | 0.5998 | 0.7745 |
203
- | No log | 0.9649 | 302 | 0.5526 | 0.5904 | 0.5526 | 0.7434 |
204
- | No log | 0.9712 | 304 | 0.5529 | 0.5457 | 0.5529 | 0.7435 |
205
- | No log | 0.9776 | 306 | 0.5998 | 0.5086 | 0.5998 | 0.7745 |
206
- | No log | 0.9840 | 308 | 0.5176 | 0.5762 | 0.5176 | 0.7195 |
207
- | No log | 0.9904 | 310 | 0.5566 | 0.6154 | 0.5566 | 0.7460 |
208
- | No log | 0.9968 | 312 | 0.5388 | 0.6095 | 0.5388 | 0.7340 |
209
- | No log | 1.0032 | 314 | 0.5417 | 0.6016 | 0.5417 | 0.7360 |
210
- | No log | 1.0096 | 316 | 0.5253 | 0.5878 | 0.5253 | 0.7248 |
211
- | No log | 1.0160 | 318 | 0.5322 | 0.5899 | 0.5322 | 0.7296 |
212
- | No log | 1.0224 | 320 | 0.5501 | 0.5963 | 0.5501 | 0.7417 |
213
- | No log | 1.0288 | 322 | 0.6302 | 0.5789 | 0.6302 | 0.7939 |
214
- | No log | 1.0351 | 324 | 0.5568 | 0.6101 | 0.5568 | 0.7462 |
215
- | No log | 1.0415 | 326 | 0.5858 | 0.6215 | 0.5858 | 0.7654 |
216
- | No log | 1.0479 | 328 | 0.6811 | 0.5482 | 0.6811 | 0.8253 |
217
- | No log | 1.0543 | 330 | 0.5708 | 0.6023 | 0.5708 | 0.7555 |
218
- | No log | 1.0607 | 332 | 0.5379 | 0.6203 | 0.5379 | 0.7334 |
219
- | No log | 1.0671 | 334 | 0.5669 | 0.6034 | 0.5669 | 0.7529 |
220
- | No log | 1.0735 | 336 | 0.6221 | 0.5690 | 0.6221 | 0.7888 |
221
- | No log | 1.0799 | 338 | 0.5613 | 0.5943 | 0.5613 | 0.7492 |
222
- | No log | 1.0863 | 340 | 0.5605 | 0.5720 | 0.5605 | 0.7487 |
223
- | No log | 1.0927 | 342 | 0.5771 | 0.5774 | 0.5771 | 0.7597 |
224
- | No log | 1.0990 | 344 | 0.5707 | 0.5775 | 0.5707 | 0.7555 |
225
- | No log | 1.1054 | 346 | 0.5464 | 0.5912 | 0.5464 | 0.7392 |
226
- | No log | 1.1118 | 348 | 0.5536 | 0.5879 | 0.5536 | 0.7440 |
227
- | No log | 1.1182 | 350 | 0.7107 | 0.5470 | 0.7107 | 0.8430 |
228
- | No log | 1.1246 | 352 | 0.8504 | 0.5279 | 0.8504 | 0.9222 |
229
- | No log | 1.1310 | 354 | 0.6671 | 0.5361 | 0.6671 | 0.8167 |
230
- | No log | 1.1374 | 356 | 0.5682 | 0.5996 | 0.5682 | 0.7538 |
231
- | No log | 1.1438 | 358 | 0.5568 | 0.5918 | 0.5568 | 0.7462 |
232
- | No log | 1.1502 | 360 | 0.6755 | 0.5351 | 0.6755 | 0.8219 |
233
- | No log | 1.1565 | 362 | 0.7539 | 0.5183 | 0.7539 | 0.8683 |
234
- | No log | 1.1629 | 364 | 0.6043 | 0.5598 | 0.6043 | 0.7773 |
235
- | No log | 1.1693 | 366 | 0.5314 | 0.6074 | 0.5314 | 0.7289 |
236
- | No log | 1.1757 | 368 | 0.5330 | 0.6132 | 0.5330 | 0.7301 |
237
- | No log | 1.1821 | 370 | 0.6910 | 0.5233 | 0.6910 | 0.8312 |
238
- | No log | 1.1885 | 372 | 0.7723 | 0.5260 | 0.7723 | 0.8788 |
239
- | No log | 1.1949 | 374 | 0.6120 | 0.5772 | 0.6120 | 0.7823 |
240
- | No log | 1.2013 | 376 | 0.5166 | 0.6242 | 0.5166 | 0.7188 |
241
- | No log | 1.2077 | 378 | 0.5251 | 0.6228 | 0.5251 | 0.7246 |
242
- | No log | 1.2141 | 380 | 0.5431 | 0.6145 | 0.5431 | 0.7369 |
243
- | No log | 1.2204 | 382 | 0.4983 | 0.6497 | 0.4983 | 0.7059 |
244
- | No log | 1.2268 | 384 | 0.4982 | 0.6413 | 0.4982 | 0.7058 |
245
- | No log | 1.2332 | 386 | 0.5007 | 0.6385 | 0.5007 | 0.7076 |
246
- | No log | 1.2396 | 388 | 0.5311 | 0.6088 | 0.5311 | 0.7288 |
247
- | No log | 1.2460 | 390 | 0.5182 | 0.6190 | 0.5182 | 0.7199 |
248
- | No log | 1.2524 | 392 | 0.5226 | 0.6232 | 0.5226 | 0.7229 |
249
- | No log | 1.2588 | 394 | 0.5408 | 0.6302 | 0.5408 | 0.7354 |
250
- | No log | 1.2652 | 396 | 0.6128 | 0.5768 | 0.6128 | 0.7828 |
251
- | No log | 1.2716 | 398 | 0.7495 | 0.5705 | 0.7495 | 0.8657 |
252
- | No log | 1.2780 | 400 | 0.6667 | 0.5763 | 0.6667 | 0.8165 |
253
- | No log | 1.2843 | 402 | 0.5745 | 0.6158 | 0.5745 | 0.7579 |
254
- | No log | 1.2907 | 404 | 0.5674 | 0.6219 | 0.5674 | 0.7533 |
255
- | No log | 1.2971 | 406 | 0.5665 | 0.6354 | 0.5665 | 0.7527 |
256
- | No log | 1.3035 | 408 | 0.5966 | 0.5975 | 0.5966 | 0.7724 |
257
- | No log | 1.3099 | 410 | 0.5241 | 0.6258 | 0.5241 | 0.7240 |
258
- | No log | 1.3163 | 412 | 0.5306 | 0.5973 | 0.5306 | 0.7284 |
259
- | No log | 1.3227 | 414 | 0.5108 | 0.6141 | 0.5108 | 0.7147 |
260
- | No log | 1.3291 | 416 | 0.5241 | 0.6077 | 0.5241 | 0.7239 |
261
- | No log | 1.3355 | 418 | 0.6375 | 0.5584 | 0.6375 | 0.7984 |
262
- | No log | 1.3419 | 420 | 0.5985 | 0.5589 | 0.5985 | 0.7736 |
263
- | No log | 1.3482 | 422 | 0.5688 | 0.5743 | 0.5688 | 0.7542 |
264
- | No log | 1.3546 | 424 | 0.5825 | 0.5786 | 0.5825 | 0.7632 |
265
- | No log | 1.3610 | 426 | 0.5940 | 0.5713 | 0.5940 | 0.7707 |
266
- | No log | 1.3674 | 428 | 0.6371 | 0.5538 | 0.6371 | 0.7982 |
267
- | No log | 1.3738 | 430 | 0.5536 | 0.5933 | 0.5536 | 0.7440 |
268
- | No log | 1.3802 | 432 | 0.5361 | 0.6228 | 0.5361 | 0.7322 |
269
- | No log | 1.3866 | 434 | 0.5363 | 0.6196 | 0.5363 | 0.7324 |
270
- | No log | 1.3930 | 436 | 0.5986 | 0.5910 | 0.5986 | 0.7737 |
271
- | No log | 1.3994 | 438 | 0.6832 | 0.5581 | 0.6832 | 0.8265 |
272
- | No log | 1.4058 | 440 | 0.5976 | 0.5918 | 0.5976 | 0.7730 |
273
- | No log | 1.4121 | 442 | 0.5662 | 0.6115 | 0.5662 | 0.7525 |
274
- | No log | 1.4185 | 444 | 0.5450 | 0.6189 | 0.5450 | 0.7382 |
275
- | No log | 1.4249 | 446 | 0.5688 | 0.5996 | 0.5688 | 0.7542 |
276
- | No log | 1.4313 | 448 | 0.5659 | 0.6006 | 0.5659 | 0.7522 |
277
- | No log | 1.4377 | 450 | 0.5032 | 0.6415 | 0.5032 | 0.7094 |
278
- | No log | 1.4441 | 452 | 0.5190 | 0.5966 | 0.5190 | 0.7204 |
279
- | No log | 1.4505 | 454 | 0.5279 | 0.5892 | 0.5279 | 0.7266 |
280
- | No log | 1.4569 | 456 | 0.6419 | 0.5718 | 0.6419 | 0.8012 |
281
- | No log | 1.4633 | 458 | 0.7961 | 0.5293 | 0.7961 | 0.8922 |
282
- | No log | 1.4696 | 460 | 0.7711 | 0.5256 | 0.7711 | 0.8781 |
283
- | No log | 1.4760 | 462 | 0.6106 | 0.5730 | 0.6106 | 0.7814 |
284
- | No log | 1.4824 | 464 | 0.5586 | 0.6024 | 0.5586 | 0.7474 |
285
- | No log | 1.4888 | 466 | 0.5769 | 0.5931 | 0.5769 | 0.7595 |
286
- | No log | 1.4952 | 468 | 0.6146 | 0.5663 | 0.6146 | 0.7839 |
287
- | No log | 1.5016 | 470 | 0.6625 | 0.5599 | 0.6625 | 0.8139 |
288
- | No log | 1.5080 | 472 | 0.5637 | 0.5903 | 0.5637 | 0.7508 |
289
- | No log | 1.5144 | 474 | 0.5309 | 0.6050 | 0.5309 | 0.7286 |
290
- | No log | 1.5208 | 476 | 0.6172 | 0.5900 | 0.6172 | 0.7856 |
291
- | No log | 1.5272 | 478 | 0.7000 | 0.5519 | 0.7000 | 0.8367 |
292
- | No log | 1.5335 | 480 | 0.6096 | 0.5713 | 0.6096 | 0.7807 |
293
- | No log | 1.5399 | 482 | 0.5232 | 0.6118 | 0.5232 | 0.7233 |
294
- | No log | 1.5463 | 484 | 0.5266 | 0.6177 | 0.5266 | 0.7257 |
295
- | No log | 1.5527 | 486 | 0.5599 | 0.6258 | 0.5599 | 0.7483 |
296
- | No log | 1.5591 | 488 | 0.5965 | 0.5881 | 0.5965 | 0.7723 |
297
- | No log | 1.5655 | 490 | 0.7104 | 0.5544 | 0.7104 | 0.8429 |
298
- | No log | 1.5719 | 492 | 0.6976 | 0.5641 | 0.6976 | 0.8352 |
299
- | No log | 1.5783 | 494 | 0.5298 | 0.6249 | 0.5298 | 0.7278 |
300
- | No log | 1.5847 | 496 | 0.5669 | 0.6061 | 0.5669 | 0.7529 |
301
- | No log | 1.5911 | 498 | 0.5585 | 0.6088 | 0.5585 | 0.7473 |
302
- | 0.9486 | 1.5974 | 500 | 0.5040 | 0.6488 | 0.5040 | 0.7099 |
303
- | 0.9486 | 1.6038 | 502 | 0.5498 | 0.6225 | 0.5498 | 0.7415 |
304
- | 0.9486 | 1.6102 | 504 | 0.5270 | 0.6211 | 0.5270 | 0.7259 |
305
- | 0.9486 | 1.6166 | 506 | 0.5168 | 0.6109 | 0.5168 | 0.7189 |
306
- | 0.9486 | 1.6230 | 508 | 0.5160 | 0.6206 | 0.5160 | 0.7184 |
307
- | 0.9486 | 1.6294 | 510 | 0.5183 | 0.6191 | 0.5183 | 0.7200 |
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
 
5
  tags:
6
  - generated_from_trainer
7
  model-index:
8
+ - name: ASAP_FineTuningBERT_AugV4_k4_task1_organization_fold0
9
  results: []
10
  ---
11
 
12
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
13
  should probably proofread and complete it, then remove this comment. -->
14
 
15
+ # ASAP_FineTuningBERT_AugV4_k4_task1_organization_fold0
16
 
17
  This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset.
18
  It achieves the following results on the evaluation set:
19
+ - Loss: 0.6338
20
+ - Qwk: 0.4989
21
+ - Mse: 0.6338
22
+ - Rmse: 0.7961
23
 
24
  ## Model description
25
 
 
48
 
49
  ### Training results
50
 
51
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
52
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
53
+ | No log | 0.0048 | 2 | 9.7884 | 0.0036 | 9.7884 | 3.1286 |
54
+ | No log | 0.0097 | 4 | 8.3457 | 0.0 | 8.3457 | 2.8889 |
55
+ | No log | 0.0145 | 6 | 7.3232 | 0.0 | 7.3232 | 2.7061 |
56
+ | No log | 0.0193 | 8 | 6.6114 | 0.0 | 6.6114 | 2.5713 |
57
+ | No log | 0.0242 | 10 | 5.9011 | 0.0090 | 5.9011 | 2.4292 |
58
+ | No log | 0.0290 | 12 | 5.0913 | 0.0112 | 5.0913 | 2.2564 |
59
+ | No log | 0.0338 | 14 | 4.3007 | 0.0077 | 4.3007 | 2.0738 |
60
+ | No log | 0.0386 | 16 | 3.5755 | 0.0039 | 3.5755 | 1.8909 |
61
+ | No log | 0.0435 | 18 | 2.8540 | 0.0 | 2.8540 | 1.6894 |
62
+ | No log | 0.0483 | 20 | 2.2425 | 0.0742 | 2.2425 | 1.4975 |
63
+ | No log | 0.0531 | 22 | 1.7255 | 0.0382 | 1.7255 | 1.3136 |
64
+ | No log | 0.0580 | 24 | 1.3306 | 0.0316 | 1.3306 | 1.1535 |
65
+ | No log | 0.0628 | 26 | 1.0734 | 0.0316 | 1.0734 | 1.0361 |
66
+ | No log | 0.0676 | 28 | 0.8781 | 0.1273 | 0.8781 | 0.9370 |
67
+ | No log | 0.0725 | 30 | 0.8005 | 0.1169 | 0.8005 | 0.8947 |
68
+ | No log | 0.0773 | 32 | 0.7497 | 0.1076 | 0.7497 | 0.8659 |
69
+ | No log | 0.0821 | 34 | 0.8244 | 0.0689 | 0.8244 | 0.9080 |
70
+ | No log | 0.0870 | 36 | 0.8958 | 0.0521 | 0.8958 | 0.9465 |
71
+ | No log | 0.0918 | 38 | 0.9542 | 0.0348 | 0.9542 | 0.9769 |
72
+ | No log | 0.0966 | 40 | 1.1204 | 0.0348 | 1.1204 | 1.0585 |
73
+ | No log | 0.1014 | 42 | 1.1989 | 0.0174 | 1.1989 | 1.0949 |
74
+ | No log | 0.1063 | 44 | 1.0374 | 0.0174 | 1.0374 | 1.0185 |
75
+ | No log | 0.1111 | 46 | 0.9324 | 0.0174 | 0.9324 | 0.9656 |
76
+ | No log | 0.1159 | 48 | 0.9645 | 0.0174 | 0.9645 | 0.9821 |
77
+ | No log | 0.1208 | 50 | 1.1371 | 0.0174 | 1.1371 | 1.0663 |
78
+ | No log | 0.1256 | 52 | 1.0818 | 0.0174 | 1.0818 | 1.0401 |
79
+ | No log | 0.1304 | 54 | 1.1180 | 0.0174 | 1.1180 | 1.0573 |
80
+ | No log | 0.1353 | 56 | 1.0966 | 0.0 | 1.0966 | 1.0472 |
81
+ | No log | 0.1401 | 58 | 0.9594 | 0.0 | 0.9594 | 0.9795 |
82
+ | No log | 0.1449 | 60 | 0.8625 | 0.0 | 0.8625 | 0.9287 |
83
+ | No log | 0.1498 | 62 | 0.8699 | 0.0 | 0.8699 | 0.9327 |
84
+ | No log | 0.1546 | 64 | 0.9776 | 0.0 | 0.9776 | 0.9887 |
85
+ | No log | 0.1594 | 66 | 1.0314 | 0.0 | 1.0314 | 1.0156 |
86
+ | No log | 0.1643 | 68 | 0.8824 | 0.0174 | 0.8824 | 0.9393 |
87
+ | No log | 0.1691 | 70 | 0.8842 | 0.0174 | 0.8842 | 0.9403 |
88
+ | No log | 0.1739 | 72 | 1.0974 | 0.0 | 1.0974 | 1.0475 |
89
+ | No log | 0.1787 | 74 | 1.1630 | 0.0 | 1.1630 | 1.0784 |
90
+ | No log | 0.1836 | 76 | 0.9696 | 0.0 | 0.9696 | 0.9847 |
91
+ | No log | 0.1884 | 78 | 0.9355 | 0.0 | 0.9355 | 0.9672 |
92
+ | No log | 0.1932 | 80 | 1.0228 | 0.0 | 1.0228 | 1.0113 |
93
+ | No log | 0.1981 | 82 | 1.0875 | 0.0 | 1.0875 | 1.0428 |
94
+ | No log | 0.2029 | 84 | 1.0401 | 0.0 | 1.0401 | 1.0198 |
95
+ | No log | 0.2077 | 86 | 0.9557 | 0.0 | 0.9557 | 0.9776 |
96
+ | No log | 0.2126 | 88 | 0.9466 | 0.0 | 0.9466 | 0.9729 |
97
+ | No log | 0.2174 | 90 | 0.9541 | 0.0 | 0.9541 | 0.9768 |
98
+ | No log | 0.2222 | 92 | 0.9751 | 0.0 | 0.9751 | 0.9875 |
99
+ | No log | 0.2271 | 94 | 0.9317 | 0.0 | 0.9317 | 0.9652 |
100
+ | No log | 0.2319 | 96 | 0.8861 | 0.0 | 0.8861 | 0.9413 |
101
+ | No log | 0.2367 | 98 | 0.8846 | 0.0 | 0.8846 | 0.9405 |
102
+ | No log | 0.2415 | 100 | 0.9770 | 0.0 | 0.9770 | 0.9885 |
103
+ | No log | 0.2464 | 102 | 1.0583 | 0.0 | 1.0583 | 1.0287 |
104
+ | No log | 0.2512 | 104 | 0.9901 | 0.0 | 0.9901 | 0.9950 |
105
+ | No log | 0.2560 | 106 | 0.9516 | 0.0174 | 0.9516 | 0.9755 |
106
+ | No log | 0.2609 | 108 | 1.0214 | 0.0 | 1.0214 | 1.0106 |
107
+ | No log | 0.2657 | 110 | 0.9706 | 0.0 | 0.9706 | 0.9852 |
108
+ | No log | 0.2705 | 112 | 0.8449 | 0.0 | 0.8449 | 0.9192 |
109
+ | No log | 0.2754 | 114 | 0.7743 | 0.0049 | 0.7743 | 0.8799 |
110
+ | No log | 0.2802 | 116 | 0.7784 | 0.0147 | 0.7784 | 0.8823 |
111
+ | No log | 0.2850 | 118 | 0.8229 | 0.0 | 0.8229 | 0.9071 |
112
+ | No log | 0.2899 | 120 | 1.0002 | 0.1325 | 1.0002 | 1.0001 |
113
+ | No log | 0.2947 | 122 | 1.0582 | 0.1573 | 1.0582 | 1.0287 |
114
+ | No log | 0.2995 | 124 | 1.0952 | 0.1566 | 1.0952 | 1.0465 |
115
+ | No log | 0.3043 | 126 | 1.2585 | 0.1007 | 1.2585 | 1.1218 |
116
+ | No log | 0.3092 | 128 | 1.0667 | 0.2120 | 1.0667 | 1.0328 |
117
+ | No log | 0.3140 | 130 | 0.7665 | 0.1629 | 0.7665 | 0.8755 |
118
+ | No log | 0.3188 | 132 | 0.9435 | 0.2251 | 0.9435 | 0.9714 |
119
+ | No log | 0.3237 | 134 | 1.2567 | 0.1784 | 1.2567 | 1.1210 |
120
+ | No log | 0.3285 | 136 | 0.9381 | 0.2307 | 0.9381 | 0.9685 |
121
+ | No log | 0.3333 | 138 | 0.7142 | 0.2795 | 0.7142 | 0.8451 |
122
+ | No log | 0.3382 | 140 | 0.6960 | 0.2368 | 0.6960 | 0.8343 |
123
+ | No log | 0.3430 | 142 | 0.7194 | 0.1643 | 0.7194 | 0.8482 |
124
+ | No log | 0.3478 | 144 | 0.7069 | 0.2029 | 0.7069 | 0.8408 |
125
+ | No log | 0.3527 | 146 | 0.8457 | 0.2275 | 0.8457 | 0.9196 |
126
+ | No log | 0.3575 | 148 | 0.7414 | 0.1941 | 0.7414 | 0.8610 |
127
+ | No log | 0.3623 | 150 | 0.7162 | 0.2938 | 0.7162 | 0.8463 |
128
+ | No log | 0.3671 | 152 | 0.7151 | 0.2805 | 0.7151 | 0.8457 |
129
+ | No log | 0.3720 | 154 | 0.7294 | 0.1767 | 0.7294 | 0.8541 |
130
+ | No log | 0.3768 | 156 | 1.0364 | 0.2084 | 1.0364 | 1.0181 |
131
+ | No log | 0.3816 | 158 | 1.1460 | 0.1853 | 1.1460 | 1.0705 |
132
+ | No log | 0.3865 | 160 | 1.0650 | 0.1970 | 1.0650 | 1.0320 |
133
+ | No log | 0.3913 | 162 | 0.9547 | 0.2146 | 0.9547 | 0.9771 |
134
+ | No log | 0.3961 | 164 | 0.7515 | 0.1664 | 0.7515 | 0.8669 |
135
+ | No log | 0.4010 | 166 | 0.7146 | 0.2398 | 0.7146 | 0.8453 |
136
+ | No log | 0.4058 | 168 | 0.7202 | 0.2807 | 0.7202 | 0.8486 |
137
+ | No log | 0.4106 | 170 | 0.9297 | 0.3111 | 0.9297 | 0.9642 |
138
+ | No log | 0.4155 | 172 | 1.1130 | 0.2237 | 1.1130 | 1.0550 |
139
+ | No log | 0.4203 | 174 | 0.8935 | 0.3526 | 0.8935 | 0.9452 |
140
+ | No log | 0.4251 | 176 | 0.7485 | 0.3612 | 0.7485 | 0.8652 |
141
+ | No log | 0.4300 | 178 | 0.7487 | 0.3652 | 0.7487 | 0.8653 |
142
+ | No log | 0.4348 | 180 | 0.7959 | 0.3743 | 0.7959 | 0.8921 |
143
+ | No log | 0.4396 | 182 | 0.8790 | 0.3561 | 0.8790 | 0.9375 |
144
+ | No log | 0.4444 | 184 | 0.8131 | 0.3858 | 0.8131 | 0.9017 |
145
+ | No log | 0.4493 | 186 | 0.6981 | 0.3787 | 0.6981 | 0.8355 |
146
+ | No log | 0.4541 | 188 | 0.6664 | 0.3902 | 0.6664 | 0.8164 |
147
+ | No log | 0.4589 | 190 | 0.6466 | 0.3808 | 0.6466 | 0.8041 |
148
+ | No log | 0.4638 | 192 | 0.6441 | 0.3945 | 0.6441 | 0.8026 |
149
+ | No log | 0.4686 | 194 | 0.7083 | 0.3771 | 0.7083 | 0.8416 |
150
+ | No log | 0.4734 | 196 | 0.8337 | 0.3348 | 0.8337 | 0.9131 |
151
+ | No log | 0.4783 | 198 | 0.7679 | 0.3700 | 0.7679 | 0.8763 |
152
+ | No log | 0.4831 | 200 | 0.6496 | 0.4087 | 0.6496 | 0.8060 |
153
+ | No log | 0.4879 | 202 | 0.6448 | 0.3172 | 0.6448 | 0.8030 |
154
+ | No log | 0.4928 | 204 | 0.6885 | 0.2440 | 0.6885 | 0.8298 |
155
+ | No log | 0.4976 | 206 | 0.8107 | 0.3165 | 0.8107 | 0.9004 |
156
+ | No log | 0.5024 | 208 | 1.0132 | 0.2603 | 1.0132 | 1.0066 |
157
+ | No log | 0.5072 | 210 | 1.0492 | 0.2428 | 1.0492 | 1.0243 |
158
+ | No log | 0.5121 | 212 | 0.8933 | 0.2702 | 0.8933 | 0.9451 |
159
+ | No log | 0.5169 | 214 | 0.6569 | 0.3295 | 0.6569 | 0.8105 |
160
+ | No log | 0.5217 | 216 | 0.6409 | 0.3527 | 0.6409 | 0.8005 |
161
+ | No log | 0.5266 | 218 | 0.6300 | 0.3866 | 0.6300 | 0.7937 |
162
+ | No log | 0.5314 | 220 | 0.8547 | 0.3163 | 0.8547 | 0.9245 |
163
+ | No log | 0.5362 | 222 | 0.9754 | 0.2782 | 0.9754 | 0.9876 |
164
+ | No log | 0.5411 | 224 | 0.8529 | 0.3246 | 0.8529 | 0.9235 |
165
+ | No log | 0.5459 | 226 | 0.6840 | 0.2933 | 0.6840 | 0.8270 |
166
+ | No log | 0.5507 | 228 | 0.6217 | 0.3660 | 0.6217 | 0.7885 |
167
+ | No log | 0.5556 | 230 | 0.6445 | 0.3616 | 0.6445 | 0.8028 |
168
+ | No log | 0.5604 | 232 | 0.6875 | 0.3841 | 0.6875 | 0.8291 |
169
+ | No log | 0.5652 | 234 | 0.6002 | 0.4674 | 0.6002 | 0.7747 |
170
+ | No log | 0.5700 | 236 | 0.6340 | 0.4779 | 0.6340 | 0.7962 |
171
+ | No log | 0.5749 | 238 | 0.6832 | 0.4418 | 0.6832 | 0.8266 |
172
+ | No log | 0.5797 | 240 | 0.5909 | 0.5007 | 0.5909 | 0.7687 |
173
+ | No log | 0.5845 | 242 | 0.5939 | 0.4093 | 0.5939 | 0.7706 |
174
+ | No log | 0.5894 | 244 | 0.5803 | 0.4322 | 0.5803 | 0.7618 |
175
+ | No log | 0.5942 | 246 | 0.6677 | 0.4329 | 0.6677 | 0.8172 |
176
+ | No log | 0.5990 | 248 | 0.9902 | 0.3306 | 0.9902 | 0.9951 |
177
+ | No log | 0.6039 | 250 | 0.9869 | 0.3203 | 0.9869 | 0.9934 |
178
+ | No log | 0.6087 | 252 | 0.7199 | 0.3776 | 0.7199 | 0.8484 |
179
+ | No log | 0.6135 | 254 | 0.6199 | 0.4368 | 0.6199 | 0.7874 |
180
+ | No log | 0.6184 | 256 | 0.6016 | 0.4359 | 0.6016 | 0.7756 |
181
+ | No log | 0.6232 | 258 | 0.6023 | 0.4257 | 0.6023 | 0.7761 |
182
+ | No log | 0.6280 | 260 | 0.6339 | 0.4306 | 0.6339 | 0.7962 |
183
+ | No log | 0.6329 | 262 | 0.7260 | 0.4105 | 0.7260 | 0.8520 |
184
+ | No log | 0.6377 | 264 | 0.7948 | 0.3844 | 0.7948 | 0.8915 |
185
+ | No log | 0.6425 | 266 | 0.6656 | 0.4497 | 0.6656 | 0.8158 |
186
+ | No log | 0.6473 | 268 | 0.5675 | 0.4684 | 0.5675 | 0.7533 |
187
+ | No log | 0.6522 | 270 | 0.5618 | 0.4300 | 0.5618 | 0.7495 |
188
+ | No log | 0.6570 | 272 | 0.5491 | 0.4477 | 0.5491 | 0.7410 |
189
+ | No log | 0.6618 | 274 | 0.5510 | 0.4729 | 0.5510 | 0.7423 |
190
+ | No log | 0.6667 | 276 | 0.5425 | 0.4794 | 0.5425 | 0.7366 |
191
+ | No log | 0.6715 | 278 | 0.6099 | 0.4791 | 0.6099 | 0.7810 |
192
+ | No log | 0.6763 | 280 | 0.6061 | 0.4839 | 0.6061 | 0.7786 |
193
+ | No log | 0.6812 | 282 | 0.5278 | 0.4896 | 0.5278 | 0.7265 |
194
+ | No log | 0.6860 | 284 | 0.5469 | 0.4460 | 0.5469 | 0.7395 |
195
+ | No log | 0.6908 | 286 | 0.5380 | 0.4797 | 0.5380 | 0.7335 |
196
+ | No log | 0.6957 | 288 | 0.5378 | 0.5305 | 0.5378 | 0.7334 |
197
+ | No log | 0.7005 | 290 | 0.6036 | 0.5275 | 0.6036 | 0.7769 |
198
+ | No log | 0.7053 | 292 | 0.6518 | 0.5202 | 0.6518 | 0.8073 |
199
+ | No log | 0.7101 | 294 | 0.5815 | 0.5521 | 0.5815 | 0.7626 |
200
+ | No log | 0.7150 | 296 | 0.6317 | 0.5175 | 0.6317 | 0.7948 |
201
+ | No log | 0.7198 | 298 | 0.5793 | 0.5322 | 0.5793 | 0.7611 |
202
+ | No log | 0.7246 | 300 | 0.7073 | 0.4870 | 0.7073 | 0.8410 |
203
+ | No log | 0.7295 | 302 | 0.6423 | 0.4907 | 0.6423 | 0.8014 |
204
+ | No log | 0.7343 | 304 | 0.5469 | 0.4514 | 0.5469 | 0.7396 |
205
+ | No log | 0.7391 | 306 | 0.6290 | 0.4562 | 0.6290 | 0.7931 |
206
+ | No log | 0.7440 | 308 | 0.5726 | 0.4594 | 0.5726 | 0.7567 |
207
+ | No log | 0.7488 | 310 | 0.5502 | 0.4640 | 0.5502 | 0.7418 |
208
+ | No log | 0.7536 | 312 | 0.5479 | 0.4382 | 0.5479 | 0.7402 |
209
+ | No log | 0.7585 | 314 | 0.5798 | 0.4434 | 0.5798 | 0.7615 |
210
+ | No log | 0.7633 | 316 | 0.5601 | 0.4432 | 0.5601 | 0.7484 |
211
+ | No log | 0.7681 | 318 | 0.5422 | 0.4379 | 0.5422 | 0.7364 |
212
+ | No log | 0.7729 | 320 | 0.5739 | 0.4597 | 0.5739 | 0.7575 |
213
+ | No log | 0.7778 | 322 | 0.5998 | 0.4597 | 0.5998 | 0.7744 |
214
+ | No log | 0.7826 | 324 | 0.5428 | 0.4874 | 0.5428 | 0.7367 |
215
+ | No log | 0.7874 | 326 | 0.5459 | 0.4665 | 0.5459 | 0.7388 |
216
+ | No log | 0.7923 | 328 | 0.6149 | 0.4466 | 0.6149 | 0.7841 |
217
+ | No log | 0.7971 | 330 | 0.6008 | 0.4300 | 0.6008 | 0.7751 |
218
+ | No log | 0.8019 | 332 | 0.5639 | 0.4420 | 0.5639 | 0.7509 |
219
+ | No log | 0.8068 | 334 | 0.5663 | 0.4335 | 0.5663 | 0.7525 |
220
+ | No log | 0.8116 | 336 | 0.6073 | 0.4322 | 0.6073 | 0.7793 |
221
+ | No log | 0.8164 | 338 | 0.7503 | 0.4317 | 0.7503 | 0.8662 |
222
+ | No log | 0.8213 | 340 | 0.7104 | 0.4243 | 0.7104 | 0.8428 |
223
+ | No log | 0.8261 | 342 | 0.5794 | 0.4798 | 0.5794 | 0.7612 |
224
+ | No log | 0.8309 | 344 | 0.7353 | 0.4168 | 0.7353 | 0.8575 |
225
+ | No log | 0.8357 | 346 | 0.6988 | 0.4094 | 0.6988 | 0.8359 |
226
+ | No log | 0.8406 | 348 | 0.5819 | 0.4614 | 0.5819 | 0.7628 |
227
+ | No log | 0.8454 | 350 | 0.6966 | 0.4274 | 0.6966 | 0.8346 |
228
+ | No log | 0.8502 | 352 | 0.6598 | 0.4491 | 0.6598 | 0.8123 |
229
+ | No log | 0.8551 | 354 | 0.5731 | 0.4695 | 0.5731 | 0.7570 |
230
+ | No log | 0.8599 | 356 | 0.6861 | 0.4152 | 0.6861 | 0.8283 |
231
+ | No log | 0.8647 | 358 | 0.6613 | 0.4218 | 0.6613 | 0.8132 |
232
+ | No log | 0.8696 | 360 | 0.5721 | 0.4670 | 0.5721 | 0.7564 |
233
+ | No log | 0.8744 | 362 | 0.7264 | 0.4363 | 0.7264 | 0.8523 |
234
+ | No log | 0.8792 | 364 | 0.8739 | 0.3913 | 0.8739 | 0.9349 |
235
+ | No log | 0.8841 | 366 | 0.7313 | 0.4293 | 0.7313 | 0.8552 |
236
+ | No log | 0.8889 | 368 | 0.5945 | 0.5008 | 0.5945 | 0.7710 |
237
+ | No log | 0.8937 | 370 | 0.6306 | 0.4690 | 0.6306 | 0.7941 |
238
+ | No log | 0.8986 | 372 | 0.6189 | 0.4811 | 0.6189 | 0.7867 |
239
+ | No log | 0.9034 | 374 | 0.6407 | 0.5069 | 0.6407 | 0.8005 |
240
+ | No log | 0.9082 | 376 | 0.8693 | 0.4153 | 0.8693 | 0.9324 |
241
+ | No log | 0.9130 | 378 | 0.9686 | 0.3969 | 0.9686 | 0.9842 |
242
+ | No log | 0.9179 | 380 | 0.7622 | 0.4090 | 0.7622 | 0.8730 |
243
+ | No log | 0.9227 | 382 | 0.5952 | 0.4832 | 0.5952 | 0.7715 |
244
+ | No log | 0.9275 | 384 | 0.5749 | 0.4479 | 0.5749 | 0.7582 |
245
+ | No log | 0.9324 | 386 | 0.5869 | 0.4698 | 0.5869 | 0.7661 |
246
+ | No log | 0.9372 | 388 | 0.6879 | 0.4415 | 0.6879 | 0.8294 |
247
+ | No log | 0.9420 | 390 | 0.6862 | 0.4525 | 0.6862 | 0.8283 |
248
+ | No log | 0.9469 | 392 | 0.6271 | 0.4711 | 0.6271 | 0.7919 |
249
+ | No log | 0.9517 | 394 | 0.6621 | 0.4657 | 0.6621 | 0.8137 |
250
+ | No log | 0.9565 | 396 | 0.7243 | 0.4701 | 0.7243 | 0.8511 |
251
+ | No log | 0.9614 | 398 | 0.6952 | 0.4560 | 0.6952 | 0.8338 |
252
+ | No log | 0.9662 | 400 | 0.5920 | 0.4401 | 0.5920 | 0.7694 |
253
+ | No log | 0.9710 | 402 | 0.5406 | 0.4735 | 0.5406 | 0.7352 |
254
+ | No log | 0.9758 | 404 | 0.5606 | 0.4797 | 0.5606 | 0.7488 |
255
+ | No log | 0.9807 | 406 | 0.5542 | 0.4880 | 0.5542 | 0.7445 |
256
+ | No log | 0.9855 | 408 | 0.5656 | 0.4641 | 0.5656 | 0.7521 |
257
+ | No log | 0.9903 | 410 | 0.5598 | 0.4875 | 0.5598 | 0.7482 |
258
+ | No log | 0.9952 | 412 | 0.5654 | 0.4879 | 0.5654 | 0.7519 |
259
+ | No log | 1.0 | 414 | 0.5967 | 0.5004 | 0.5967 | 0.7724 |
260
+ | No log | 1.0048 | 416 | 0.6055 | 0.5170 | 0.6055 | 0.7781 |
261
+ | No log | 1.0097 | 418 | 0.5804 | 0.5221 | 0.5804 | 0.7618 |
262
+ | No log | 1.0145 | 420 | 0.5666 | 0.5118 | 0.5666 | 0.7527 |
263
+ | No log | 1.0193 | 422 | 0.5895 | 0.5255 | 0.5895 | 0.7678 |
264
+ | No log | 1.0242 | 424 | 0.5697 | 0.5319 | 0.5697 | 0.7548 |
265
+ | No log | 1.0290 | 426 | 0.6259 | 0.5038 | 0.6259 | 0.7912 |
266
+ | No log | 1.0338 | 428 | 0.6697 | 0.4944 | 0.6697 | 0.8183 |
267
+ | No log | 1.0386 | 430 | 0.5692 | 0.5551 | 0.5692 | 0.7544 |
268
+ | No log | 1.0435 | 432 | 0.6608 | 0.4884 | 0.6608 | 0.8129 |
269
+ | No log | 1.0483 | 434 | 0.6204 | 0.5025 | 0.6204 | 0.7876 |
270
+ | No log | 1.0531 | 436 | 0.5643 | 0.5175 | 0.5643 | 0.7512 |
271
+ | No log | 1.0580 | 438 | 0.6181 | 0.4652 | 0.6181 | 0.7862 |
272
+ | No log | 1.0628 | 440 | 0.5918 | 0.4781 | 0.5918 | 0.7693 |
273
+ | No log | 1.0676 | 442 | 0.5837 | 0.4610 | 0.5837 | 0.7640 |
274
+ | No log | 1.0725 | 444 | 0.6268 | 0.4404 | 0.6268 | 0.7917 |
275
+ | No log | 1.0773 | 446 | 0.7865 | 0.4318 | 0.7865 | 0.8869 |
276
+ | No log | 1.0821 | 448 | 0.8325 | 0.4030 | 0.8325 | 0.9124 |
277
+ | No log | 1.0870 | 450 | 0.7097 | 0.4009 | 0.7097 | 0.8424 |
278
+ | No log | 1.0918 | 452 | 0.6230 | 0.4214 | 0.6230 | 0.7893 |
279
+ | No log | 1.0966 | 454 | 0.6219 | 0.4450 | 0.6219 | 0.7886 |
280
+ | No log | 1.1014 | 456 | 0.6602 | 0.4060 | 0.6602 | 0.8125 |
281
+ | No log | 1.1063 | 458 | 0.8361 | 0.4141 | 0.8361 | 0.9144 |
282
+ | No log | 1.1111 | 460 | 0.7944 | 0.4204 | 0.7944 | 0.8913 |
283
+ | No log | 1.1159 | 462 | 0.6283 | 0.4107 | 0.6283 | 0.7926 |
284
+ | No log | 1.1208 | 464 | 0.6113 | 0.4390 | 0.6113 | 0.7819 |
285
+ | No log | 1.1256 | 466 | 0.6580 | 0.4379 | 0.6580 | 0.8111 |
286
+ | No log | 1.1304 | 468 | 0.6096 | 0.4402 | 0.6096 | 0.7807 |
287
+ | No log | 1.1353 | 470 | 0.5697 | 0.4985 | 0.5697 | 0.7548 |
288
+ | No log | 1.1401 | 472 | 0.5775 | 0.5157 | 0.5775 | 0.7599 |
289
+ | No log | 1.1449 | 474 | 0.5896 | 0.5394 | 0.5896 | 0.7678 |
290
+ | No log | 1.1498 | 476 | 0.6675 | 0.5300 | 0.6675 | 0.8170 |
291
+ | No log | 1.1546 | 478 | 0.7546 | 0.4850 | 0.7546 | 0.8687 |
292
+ | No log | 1.1594 | 480 | 0.6185 | 0.5061 | 0.6185 | 0.7865 |
293
+ | No log | 1.1643 | 482 | 0.5779 | 0.5398 | 0.5779 | 0.7602 |
294
+ | No log | 1.1691 | 484 | 0.6439 | 0.5168 | 0.6439 | 0.8024 |
295
+ | No log | 1.1739 | 486 | 0.5688 | 0.5326 | 0.5688 | 0.7542 |
296
+ | No log | 1.1787 | 488 | 0.5815 | 0.4819 | 0.5815 | 0.7626 |
297
+ | No log | 1.1836 | 490 | 0.6205 | 0.4913 | 0.6205 | 0.7877 |
298
+ | No log | 1.1884 | 492 | 0.5510 | 0.4939 | 0.5510 | 0.7423 |
299
+ | No log | 1.1932 | 494 | 0.5598 | 0.5283 | 0.5598 | 0.7482 |
300
+ | No log | 1.1981 | 496 | 0.5677 | 0.5509 | 0.5677 | 0.7535 |
301
+ | No log | 1.2029 | 498 | 0.5941 | 0.5419 | 0.5941 | 0.7708 |
302
+ | 1.006 | 1.2077 | 500 | 0.6758 | 0.5151 | 0.6758 | 0.8220 |
303
+ | 1.006 | 1.2126 | 502 | 0.6052 | 0.5619 | 0.6052 | 0.7780 |
304
+ | 1.006 | 1.2174 | 504 | 0.6164 | 0.5571 | 0.6164 | 0.7851 |
305
+ | 1.006 | 1.2222 | 506 | 0.7070 | 0.4966 | 0.7070 | 0.8409 |
306
+ | 1.006 | 1.2271 | 508 | 0.6159 | 0.5705 | 0.6159 | 0.7848 |
307
+ | 1.006 | 1.2319 | 510 | 0.6100 | 0.5811 | 0.6100 | 0.7810 |
308
+ | 1.006 | 1.2367 | 512 | 0.5981 | 0.5895 | 0.5981 | 0.7734 |
309
+ | 1.006 | 1.2415 | 514 | 0.5755 | 0.5539 | 0.5755 | 0.7586 |
310
+ | 1.006 | 1.2464 | 516 | 0.6028 | 0.5150 | 0.6028 | 0.7764 |
311
+ | 1.006 | 1.2512 | 518 | 0.5452 | 0.5514 | 0.5452 | 0.7384 |
312
+ | 1.006 | 1.2560 | 520 | 0.5842 | 0.5165 | 0.5842 | 0.7643 |
313
+ | 1.006 | 1.2609 | 522 | 0.6252 | 0.4805 | 0.6252 | 0.7907 |
314
+ | 1.006 | 1.2657 | 524 | 0.5512 | 0.4616 | 0.5512 | 0.7424 |
315
+ | 1.006 | 1.2705 | 526 | 0.5600 | 0.5282 | 0.5600 | 0.7483 |
316
+ | 1.006 | 1.2754 | 528 | 0.5831 | 0.4820 | 0.5831 | 0.7636 |
317
+ | 1.006 | 1.2802 | 530 | 0.5445 | 0.4965 | 0.5445 | 0.7379 |
318
+ | 1.006 | 1.2850 | 532 | 0.6660 | 0.4704 | 0.6660 | 0.8161 |
319
+ | 1.006 | 1.2899 | 534 | 0.7488 | 0.4750 | 0.7488 | 0.8654 |
320
+ | 1.006 | 1.2947 | 536 | 0.6338 | 0.4989 | 0.6338 | 0.7961 |
321
 
322
 
323
  ### Framework versions