Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
4f3ee74
·
verified ·
1 Parent(s): 4d783ca

End of training

Browse files
Files changed (1) hide show
  1. README.md +270 -271
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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_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: 0.4863
19
- - Qwk: 0.5166
20
- - Mse: 0.4863
21
- - Rmse: 0.6973
22
 
23
  ## Model description
24
 
@@ -47,271 +47,270 @@ 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 | 0.0267 | 2 | 2.6891 | -0.0262 | 2.6891 | 1.6399 |
53
- | No log | 0.0533 | 4 | 1.9603 | 0.0987 | 1.9603 | 1.4001 |
54
- | No log | 0.08 | 6 | 1.0422 | 0.1271 | 1.0422 | 1.0209 |
55
- | No log | 0.1067 | 8 | 0.8651 | -0.0483 | 0.8651 | 0.9301 |
56
- | No log | 0.1333 | 10 | 0.9843 | -0.0079 | 0.9843 | 0.9921 |
57
- | No log | 0.16 | 12 | 0.9665 | 0.0208 | 0.9665 | 0.9831 |
58
- | No log | 0.1867 | 14 | 0.8735 | 0.2527 | 0.8735 | 0.9346 |
59
- | No log | 0.2133 | 16 | 0.8319 | 0.2345 | 0.8319 | 0.9121 |
60
- | No log | 0.24 | 18 | 0.8274 | 0.2171 | 0.8274 | 0.9096 |
61
- | No log | 0.2667 | 20 | 0.8108 | 0.4624 | 0.8108 | 0.9004 |
62
- | No log | 0.2933 | 22 | 0.7509 | 0.3972 | 0.7509 | 0.8666 |
63
- | No log | 0.32 | 24 | 0.7332 | 0.3312 | 0.7332 | 0.8563 |
64
- | No log | 0.3467 | 26 | 0.7208 | 0.2027 | 0.7208 | 0.8490 |
65
- | No log | 0.3733 | 28 | 0.8265 | -0.0099 | 0.8265 | 0.9091 |
66
- | No log | 0.4 | 30 | 0.6655 | 0.2270 | 0.6655 | 0.8158 |
67
- | No log | 0.4267 | 32 | 0.5795 | 0.2751 | 0.5795 | 0.7613 |
68
- | No log | 0.4533 | 34 | 0.5708 | 0.2751 | 0.5708 | 0.7555 |
69
- | No log | 0.48 | 36 | 0.5362 | 0.3092 | 0.5362 | 0.7323 |
70
- | No log | 0.5067 | 38 | 0.6120 | 0.4930 | 0.6120 | 0.7823 |
71
- | No log | 0.5333 | 40 | 0.7870 | 0.4702 | 0.7870 | 0.8871 |
72
- | No log | 0.56 | 42 | 0.9655 | 0.3706 | 0.9655 | 0.9826 |
73
- | No log | 0.5867 | 44 | 0.7912 | 0.4209 | 0.7912 | 0.8895 |
74
- | No log | 0.6133 | 46 | 0.5007 | 0.6113 | 0.5007 | 0.7076 |
75
- | No log | 0.64 | 48 | 0.5049 | 0.5657 | 0.5049 | 0.7106 |
76
- | No log | 0.6667 | 50 | 0.6485 | 0.5093 | 0.6485 | 0.8053 |
77
- | No log | 0.6933 | 52 | 0.6583 | 0.4687 | 0.6583 | 0.8114 |
78
- | No log | 0.72 | 54 | 0.5484 | 0.4713 | 0.5484 | 0.7405 |
79
- | No log | 0.7467 | 56 | 0.5590 | 0.4354 | 0.5590 | 0.7477 |
80
- | No log | 0.7733 | 58 | 0.6996 | 0.4307 | 0.6996 | 0.8364 |
81
- | No log | 0.8 | 60 | 0.7437 | 0.4328 | 0.7437 | 0.8624 |
82
- | No log | 0.8267 | 62 | 0.6392 | 0.4030 | 0.6392 | 0.7995 |
83
- | No log | 0.8533 | 64 | 0.4864 | 0.4983 | 0.4864 | 0.6974 |
84
- | No log | 0.88 | 66 | 0.4858 | 0.4838 | 0.4858 | 0.6970 |
85
- | No log | 0.9067 | 68 | 0.5019 | 0.4838 | 0.5019 | 0.7084 |
86
- | No log | 0.9333 | 70 | 0.5000 | 0.4052 | 0.5000 | 0.7071 |
87
- | No log | 0.96 | 72 | 0.5463 | 0.5131 | 0.5463 | 0.7391 |
88
- | No log | 0.9867 | 74 | 0.6580 | 0.5342 | 0.6580 | 0.8112 |
89
- | No log | 1.0133 | 76 | 0.6283 | 0.5294 | 0.6283 | 0.7927 |
90
- | No log | 1.04 | 78 | 0.5385 | 0.5131 | 0.5385 | 0.7338 |
91
- | No log | 1.0667 | 80 | 0.4826 | 0.5254 | 0.4826 | 0.6947 |
92
- | No log | 1.0933 | 82 | 0.4665 | 0.6411 | 0.4665 | 0.6830 |
93
- | No log | 1.12 | 84 | 0.4876 | 0.6441 | 0.4876 | 0.6983 |
94
- | No log | 1.1467 | 86 | 0.5176 | 0.6430 | 0.5176 | 0.7194 |
95
- | No log | 1.1733 | 88 | 0.5433 | 0.6499 | 0.5433 | 0.7371 |
96
- | No log | 1.2 | 90 | 0.5803 | 0.6683 | 0.5803 | 0.7618 |
97
- | No log | 1.2267 | 92 | 0.6653 | 0.5655 | 0.6653 | 0.8157 |
98
- | No log | 1.2533 | 94 | 0.8024 | 0.4851 | 0.8024 | 0.8957 |
99
- | No log | 1.28 | 96 | 0.8181 | 0.4548 | 0.8181 | 0.9045 |
100
- | No log | 1.3067 | 98 | 0.7155 | 0.5372 | 0.7155 | 0.8459 |
101
- | No log | 1.3333 | 100 | 0.6336 | 0.5742 | 0.6336 | 0.7960 |
102
- | No log | 1.3600 | 102 | 0.5543 | 0.6060 | 0.5543 | 0.7445 |
103
- | No log | 1.3867 | 104 | 0.5920 | 0.6075 | 0.5920 | 0.7694 |
104
- | No log | 1.4133 | 106 | 0.6968 | 0.5747 | 0.6968 | 0.8347 |
105
- | No log | 1.44 | 108 | 0.6611 | 0.5579 | 0.6611 | 0.8131 |
106
- | No log | 1.4667 | 110 | 0.5488 | 0.5898 | 0.5488 | 0.7408 |
107
- | No log | 1.4933 | 112 | 0.4963 | 0.6241 | 0.4963 | 0.7045 |
108
- | No log | 1.52 | 114 | 0.4648 | 0.6339 | 0.4648 | 0.6818 |
109
- | No log | 1.5467 | 116 | 0.4903 | 0.6141 | 0.4903 | 0.7002 |
110
- | No log | 1.5733 | 118 | 0.4991 | 0.6282 | 0.4991 | 0.7065 |
111
- | No log | 1.6 | 120 | 0.4762 | 0.6443 | 0.4762 | 0.6901 |
112
- | No log | 1.6267 | 122 | 0.4793 | 0.6458 | 0.4793 | 0.6923 |
113
- | No log | 1.6533 | 124 | 0.5093 | 0.5884 | 0.5093 | 0.7136 |
114
- | No log | 1.6800 | 126 | 0.5132 | 0.5568 | 0.5132 | 0.7164 |
115
- | No log | 1.7067 | 128 | 0.5545 | 0.5179 | 0.5545 | 0.7447 |
116
- | No log | 1.7333 | 130 | 0.5678 | 0.5388 | 0.5678 | 0.7535 |
117
- | No log | 1.76 | 132 | 0.5799 | 0.5839 | 0.5799 | 0.7615 |
118
- | No log | 1.7867 | 134 | 0.6042 | 0.5518 | 0.6042 | 0.7773 |
119
- | No log | 1.8133 | 136 | 0.6802 | 0.5903 | 0.6802 | 0.8248 |
120
- | No log | 1.8400 | 138 | 0.6655 | 0.5903 | 0.6655 | 0.8158 |
121
- | No log | 1.8667 | 140 | 0.5588 | 0.5810 | 0.5588 | 0.7476 |
122
- | No log | 1.8933 | 142 | 0.4953 | 0.6505 | 0.4953 | 0.7038 |
123
- | No log | 1.92 | 144 | 0.5054 | 0.5754 | 0.5054 | 0.7109 |
124
- | No log | 1.9467 | 146 | 0.4865 | 0.6185 | 0.4865 | 0.6975 |
125
- | No log | 1.9733 | 148 | 0.6066 | 0.5382 | 0.6066 | 0.7788 |
126
- | No log | 2.0 | 150 | 0.7646 | 0.4831 | 0.7646 | 0.8744 |
127
- | No log | 2.0267 | 152 | 0.6587 | 0.4979 | 0.6587 | 0.8116 |
128
- | No log | 2.0533 | 154 | 0.5019 | 0.6063 | 0.5019 | 0.7084 |
129
- | No log | 2.08 | 156 | 0.4758 | 0.6145 | 0.4758 | 0.6898 |
130
- | No log | 2.1067 | 158 | 0.4823 | 0.6239 | 0.4823 | 0.6945 |
131
- | No log | 2.1333 | 160 | 0.5159 | 0.6124 | 0.5159 | 0.7183 |
132
- | No log | 2.16 | 162 | 0.5473 | 0.5644 | 0.5473 | 0.7398 |
133
- | No log | 2.1867 | 164 | 0.5227 | 0.6016 | 0.5227 | 0.7230 |
134
- | No log | 2.2133 | 166 | 0.4904 | 0.6199 | 0.4904 | 0.7003 |
135
- | No log | 2.24 | 168 | 0.4690 | 0.5742 | 0.4690 | 0.6848 |
136
- | No log | 2.2667 | 170 | 0.4630 | 0.6365 | 0.4630 | 0.6804 |
137
- | No log | 2.2933 | 172 | 0.4947 | 0.5799 | 0.4947 | 0.7034 |
138
- | No log | 2.32 | 174 | 0.5929 | 0.5947 | 0.5929 | 0.7700 |
139
- | No log | 2.3467 | 176 | 0.5905 | 0.5813 | 0.5905 | 0.7684 |
140
- | No log | 2.3733 | 178 | 0.5360 | 0.5511 | 0.5360 | 0.7321 |
141
- | No log | 2.4 | 180 | 0.4778 | 0.6021 | 0.4778 | 0.6912 |
142
- | No log | 2.4267 | 182 | 0.4802 | 0.6827 | 0.4802 | 0.6929 |
143
- | No log | 2.4533 | 184 | 0.5215 | 0.6187 | 0.5215 | 0.7221 |
144
- | No log | 2.48 | 186 | 0.6997 | 0.4588 | 0.6997 | 0.8365 |
145
- | No log | 2.5067 | 188 | 0.8259 | 0.4321 | 0.8259 | 0.9088 |
146
- | No log | 2.5333 | 190 | 0.9421 | 0.4657 | 0.9421 | 0.9706 |
147
- | No log | 2.56 | 192 | 0.8685 | 0.4427 | 0.8685 | 0.9319 |
148
- | No log | 2.5867 | 194 | 0.7315 | 0.4687 | 0.7315 | 0.8553 |
149
- | No log | 2.6133 | 196 | 0.5836 | 0.4036 | 0.5836 | 0.7640 |
150
- | No log | 2.64 | 198 | 0.5192 | 0.4352 | 0.5192 | 0.7206 |
151
- | No log | 2.6667 | 200 | 0.4763 | 0.5569 | 0.4763 | 0.6901 |
152
- | No log | 2.6933 | 202 | 0.4885 | 0.5884 | 0.4885 | 0.6989 |
153
- | No log | 2.7200 | 204 | 0.5813 | 0.5392 | 0.5813 | 0.7624 |
154
- | No log | 2.7467 | 206 | 0.6155 | 0.5664 | 0.6155 | 0.7845 |
155
- | No log | 2.7733 | 208 | 0.5905 | 0.5361 | 0.5905 | 0.7684 |
156
- | No log | 2.8 | 210 | 0.5109 | 0.5935 | 0.5109 | 0.7148 |
157
- | No log | 2.8267 | 212 | 0.4576 | 0.5939 | 0.4576 | 0.6764 |
158
- | No log | 2.8533 | 214 | 0.4567 | 0.5912 | 0.4567 | 0.6758 |
159
- | No log | 2.88 | 216 | 0.4786 | 0.5577 | 0.4786 | 0.6918 |
160
- | No log | 2.9067 | 218 | 0.5312 | 0.5497 | 0.5312 | 0.7288 |
161
- | No log | 2.9333 | 220 | 0.6459 | 0.5460 | 0.6459 | 0.8037 |
162
- | No log | 2.96 | 222 | 0.7384 | 0.5481 | 0.7384 | 0.8593 |
163
- | No log | 2.9867 | 224 | 0.6496 | 0.5152 | 0.6496 | 0.8060 |
164
- | No log | 3.0133 | 226 | 0.5770 | 0.4904 | 0.5770 | 0.7596 |
165
- | No log | 3.04 | 228 | 0.5088 | 0.6082 | 0.5088 | 0.7133 |
166
- | No log | 3.0667 | 230 | 0.5071 | 0.4962 | 0.5071 | 0.7121 |
167
- | No log | 3.0933 | 232 | 0.5594 | 0.4602 | 0.5594 | 0.7479 |
168
- | No log | 3.12 | 234 | 0.7298 | 0.4784 | 0.7298 | 0.8543 |
169
- | No log | 3.1467 | 236 | 0.7831 | 0.4533 | 0.7831 | 0.8849 |
170
- | No log | 3.1733 | 238 | 0.6298 | 0.5008 | 0.6298 | 0.7936 |
171
- | No log | 3.2 | 240 | 0.5233 | 0.5223 | 0.5233 | 0.7234 |
172
- | No log | 3.2267 | 242 | 0.4843 | 0.5951 | 0.4843 | 0.6959 |
173
- | No log | 3.2533 | 244 | 0.4879 | 0.6173 | 0.4879 | 0.6985 |
174
- | No log | 3.2800 | 246 | 0.5193 | 0.6025 | 0.5193 | 0.7206 |
175
- | No log | 3.3067 | 248 | 0.5696 | 0.4916 | 0.5696 | 0.7547 |
176
- | No log | 3.3333 | 250 | 0.6272 | 0.5179 | 0.6272 | 0.7920 |
177
- | No log | 3.36 | 252 | 0.7808 | 0.5002 | 0.7808 | 0.8836 |
178
- | No log | 3.3867 | 254 | 0.8536 | 0.4442 | 0.8536 | 0.9239 |
179
- | No log | 3.4133 | 256 | 0.7518 | 0.4779 | 0.7518 | 0.8670 |
180
- | No log | 3.44 | 258 | 0.5946 | 0.5293 | 0.5946 | 0.7711 |
181
- | No log | 3.4667 | 260 | 0.5620 | 0.6038 | 0.5620 | 0.7497 |
182
- | No log | 3.4933 | 262 | 0.5511 | 0.6404 | 0.5511 | 0.7424 |
183
- | No log | 3.52 | 264 | 0.5696 | 0.5658 | 0.5696 | 0.7547 |
184
- | No log | 3.5467 | 266 | 0.6460 | 0.5167 | 0.6460 | 0.8038 |
185
- | No log | 3.5733 | 268 | 0.7539 | 0.4716 | 0.7539 | 0.8683 |
186
- | No log | 3.6 | 270 | 0.7422 | 0.4716 | 0.7422 | 0.8615 |
187
- | No log | 3.6267 | 272 | 0.6939 | 0.4768 | 0.6939 | 0.8330 |
188
- | No log | 3.6533 | 274 | 0.5856 | 0.5631 | 0.5856 | 0.7652 |
189
- | No log | 3.68 | 276 | 0.5371 | 0.5758 | 0.5371 | 0.7329 |
190
- | No log | 3.7067 | 278 | 0.5573 | 0.5845 | 0.5573 | 0.7465 |
191
- | No log | 3.7333 | 280 | 0.6477 | 0.5167 | 0.6477 | 0.8048 |
192
- | No log | 3.76 | 282 | 0.7650 | 0.5157 | 0.7650 | 0.8747 |
193
- | No log | 3.7867 | 284 | 0.7203 | 0.4837 | 0.7203 | 0.8487 |
194
- | No log | 3.8133 | 286 | 0.6087 | 0.5325 | 0.6087 | 0.7802 |
195
- | No log | 3.84 | 288 | 0.5101 | 0.5566 | 0.5101 | 0.7142 |
196
- | No log | 3.8667 | 290 | 0.4883 | 0.6552 | 0.4883 | 0.6988 |
197
- | No log | 3.8933 | 292 | 0.4811 | 0.5926 | 0.4811 | 0.6936 |
198
- | No log | 3.92 | 294 | 0.4959 | 0.5574 | 0.4959 | 0.7042 |
199
- | No log | 3.9467 | 296 | 0.5705 | 0.4980 | 0.5705 | 0.7553 |
200
- | No log | 3.9733 | 298 | 0.6443 | 0.5387 | 0.6443 | 0.8027 |
201
- | No log | 4.0 | 300 | 0.6070 | 0.4741 | 0.6070 | 0.7791 |
202
- | No log | 4.0267 | 302 | 0.5201 | 0.5468 | 0.5201 | 0.7212 |
203
- | No log | 4.0533 | 304 | 0.4797 | 0.5631 | 0.4797 | 0.6926 |
204
- | No log | 4.08 | 306 | 0.4649 | 0.6076 | 0.4649 | 0.6819 |
205
- | No log | 4.1067 | 308 | 0.4704 | 0.5868 | 0.4704 | 0.6858 |
206
- | No log | 4.1333 | 310 | 0.5336 | 0.5059 | 0.5336 | 0.7305 |
207
- | No log | 4.16 | 312 | 0.6037 | 0.5139 | 0.6037 | 0.7770 |
208
- | No log | 4.1867 | 314 | 0.5673 | 0.5350 | 0.5673 | 0.7532 |
209
- | No log | 4.2133 | 316 | 0.4880 | 0.6210 | 0.4880 | 0.6986 |
210
- | No log | 4.24 | 318 | 0.4788 | 0.6388 | 0.4788 | 0.6919 |
211
- | No log | 4.2667 | 320 | 0.4865 | 0.6388 | 0.4865 | 0.6975 |
212
- | No log | 4.2933 | 322 | 0.5103 | 0.6314 | 0.5103 | 0.7143 |
213
- | No log | 4.32 | 324 | 0.5257 | 0.6382 | 0.5257 | 0.7250 |
214
- | No log | 4.3467 | 326 | 0.4993 | 0.6550 | 0.4993 | 0.7066 |
215
- | No log | 4.3733 | 328 | 0.4672 | 0.6286 | 0.4672 | 0.6836 |
216
- | No log | 4.4 | 330 | 0.4790 | 0.6100 | 0.4790 | 0.6921 |
217
- | No log | 4.4267 | 332 | 0.5236 | 0.5484 | 0.5236 | 0.7236 |
218
- | No log | 4.4533 | 334 | 0.5576 | 0.5123 | 0.5576 | 0.7467 |
219
- | No log | 4.48 | 336 | 0.5086 | 0.5059 | 0.5086 | 0.7132 |
220
- | No log | 4.5067 | 338 | 0.4685 | 0.5741 | 0.4685 | 0.6845 |
221
- | No log | 4.5333 | 340 | 0.4389 | 0.6553 | 0.4389 | 0.6625 |
222
- | No log | 4.5600 | 342 | 0.4394 | 0.6645 | 0.4394 | 0.6629 |
223
- | No log | 4.5867 | 344 | 0.4681 | 0.5646 | 0.4681 | 0.6842 |
224
- | No log | 4.6133 | 346 | 0.4980 | 0.5679 | 0.4980 | 0.7057 |
225
- | No log | 4.64 | 348 | 0.4763 | 0.5679 | 0.4763 | 0.6901 |
226
- | No log | 4.6667 | 350 | 0.4717 | 0.5865 | 0.4717 | 0.6868 |
227
- | No log | 4.6933 | 352 | 0.4603 | 0.5528 | 0.4603 | 0.6784 |
228
- | No log | 4.72 | 354 | 0.4622 | 0.5559 | 0.4622 | 0.6798 |
229
- | No log | 4.7467 | 356 | 0.4998 | 0.5395 | 0.4998 | 0.7070 |
230
- | No log | 4.7733 | 358 | 0.5718 | 0.4887 | 0.5718 | 0.7562 |
231
- | No log | 4.8 | 360 | 0.6507 | 0.5050 | 0.6507 | 0.8066 |
232
- | No log | 4.8267 | 362 | 0.7498 | 0.5073 | 0.7498 | 0.8659 |
233
- | No log | 4.8533 | 364 | 0.7048 | 0.4756 | 0.7048 | 0.8396 |
234
- | No log | 4.88 | 366 | 0.5864 | 0.3384 | 0.5864 | 0.7658 |
235
- | No log | 4.9067 | 368 | 0.5312 | 0.4081 | 0.5312 | 0.7288 |
236
- | No log | 4.9333 | 370 | 0.5175 | 0.4081 | 0.5175 | 0.7194 |
237
- | No log | 4.96 | 372 | 0.5322 | 0.4408 | 0.5322 | 0.7295 |
238
- | No log | 4.9867 | 374 | 0.6140 | 0.5007 | 0.6140 | 0.7836 |
239
- | No log | 5.0133 | 376 | 0.7230 | 0.5242 | 0.7230 | 0.8503 |
240
- | No log | 5.04 | 378 | 0.7063 | 0.4773 | 0.7063 | 0.8404 |
241
- | No log | 5.0667 | 380 | 0.5851 | 0.4964 | 0.5851 | 0.7649 |
242
- | No log | 5.0933 | 382 | 0.4866 | 0.5428 | 0.4866 | 0.6976 |
243
- | No log | 5.12 | 384 | 0.4636 | 0.5533 | 0.4636 | 0.6809 |
244
- | No log | 5.1467 | 386 | 0.4809 | 0.5715 | 0.4809 | 0.6935 |
245
- | No log | 5.1733 | 388 | 0.6198 | 0.5457 | 0.6198 | 0.7873 |
246
- | No log | 5.2 | 390 | 0.9038 | 0.4755 | 0.9038 | 0.9507 |
247
- | No log | 5.2267 | 392 | 0.9654 | 0.4699 | 0.9654 | 0.9825 |
248
- | No log | 5.2533 | 394 | 0.8437 | 0.4699 | 0.8437 | 0.9186 |
249
- | No log | 5.28 | 396 | 0.6111 | 0.4592 | 0.6111 | 0.7817 |
250
- | No log | 5.3067 | 398 | 0.4881 | 0.5517 | 0.4881 | 0.6986 |
251
- | No log | 5.3333 | 400 | 0.4756 | 0.5875 | 0.4756 | 0.6896 |
252
- | No log | 5.36 | 402 | 0.4773 | 0.6024 | 0.4773 | 0.6909 |
253
- | No log | 5.3867 | 404 | 0.5194 | 0.5223 | 0.5194 | 0.7207 |
254
- | No log | 5.4133 | 406 | 0.6801 | 0.5050 | 0.6801 | 0.8247 |
255
- | No log | 5.44 | 408 | 0.8000 | 0.4655 | 0.8000 | 0.8944 |
256
- | No log | 5.4667 | 410 | 0.7429 | 0.5139 | 0.7429 | 0.8619 |
257
- | No log | 5.4933 | 412 | 0.6148 | 0.5008 | 0.6148 | 0.7841 |
258
- | No log | 5.52 | 414 | 0.5814 | 0.5243 | 0.5814 | 0.7625 |
259
- | No log | 5.5467 | 416 | 0.5813 | 0.5243 | 0.5813 | 0.7624 |
260
- | No log | 5.5733 | 418 | 0.5459 | 0.5858 | 0.5459 | 0.7389 |
261
- | No log | 5.6 | 420 | 0.4971 | 0.5514 | 0.4971 | 0.7051 |
262
- | No log | 5.6267 | 422 | 0.4860 | 0.5646 | 0.4860 | 0.6971 |
263
- | No log | 5.6533 | 424 | 0.4977 | 0.5715 | 0.4977 | 0.7055 |
264
- | No log | 5.68 | 426 | 0.5371 | 0.5957 | 0.5371 | 0.7329 |
265
- | No log | 5.7067 | 428 | 0.5455 | 0.5524 | 0.5455 | 0.7386 |
266
- | No log | 5.7333 | 430 | 0.5152 | 0.5223 | 0.5152 | 0.7178 |
267
- | No log | 5.76 | 432 | 0.4912 | 0.4966 | 0.4912 | 0.7009 |
268
- | No log | 5.7867 | 434 | 0.4925 | 0.4966 | 0.4925 | 0.7018 |
269
- | No log | 5.8133 | 436 | 0.5125 | 0.5098 | 0.5125 | 0.7159 |
270
- | No log | 5.84 | 438 | 0.5402 | 0.5098 | 0.5402 | 0.7350 |
271
- | No log | 5.8667 | 440 | 0.5344 | 0.5357 | 0.5344 | 0.7310 |
272
- | No log | 5.8933 | 442 | 0.4912 | 0.5528 | 0.4912 | 0.7008 |
273
- | No log | 5.92 | 444 | 0.4682 | 0.5404 | 0.4682 | 0.6843 |
274
- | No log | 5.9467 | 446 | 0.4685 | 0.5404 | 0.4685 | 0.6845 |
275
- | No log | 5.9733 | 448 | 0.4771 | 0.5840 | 0.4771 | 0.6907 |
276
- | No log | 6.0 | 450 | 0.4829 | 0.5958 | 0.4829 | 0.6949 |
277
- | No log | 6.0267 | 452 | 0.5044 | 0.6069 | 0.5044 | 0.7102 |
278
- | No log | 6.0533 | 454 | 0.5333 | 0.5932 | 0.5333 | 0.7303 |
279
- | No log | 6.08 | 456 | 0.5314 | 0.6221 | 0.5314 | 0.7290 |
280
- | No log | 6.1067 | 458 | 0.4930 | 0.5920 | 0.4930 | 0.7022 |
281
- | No log | 6.1333 | 460 | 0.4778 | 0.5632 | 0.4778 | 0.6912 |
282
- | No log | 6.16 | 462 | 0.4727 | 0.5485 | 0.4727 | 0.6875 |
283
- | No log | 6.1867 | 464 | 0.4700 | 0.5868 | 0.4700 | 0.6855 |
284
- | No log | 6.2133 | 466 | 0.4774 | 0.5437 | 0.4774 | 0.6909 |
285
- | No log | 6.24 | 468 | 0.5052 | 0.5237 | 0.5052 | 0.7108 |
286
- | No log | 6.2667 | 470 | 0.5889 | 0.5326 | 0.5889 | 0.7674 |
287
- | No log | 6.2933 | 472 | 0.6190 | 0.5523 | 0.6190 | 0.7868 |
288
- | No log | 6.32 | 474 | 0.5694 | 0.5259 | 0.5694 | 0.7546 |
289
- | No log | 6.3467 | 476 | 0.5116 | 0.5418 | 0.5116 | 0.7153 |
290
- | No log | 6.3733 | 478 | 0.4576 | 0.5729 | 0.4576 | 0.6765 |
291
- | No log | 6.4 | 480 | 0.4561 | 0.6092 | 0.4561 | 0.6753 |
292
- | No log | 6.4267 | 482 | 0.4750 | 0.6434 | 0.4750 | 0.6892 |
293
- | No log | 6.4533 | 484 | 0.4793 | 0.6092 | 0.4793 | 0.6923 |
294
- | No log | 6.48 | 486 | 0.4933 | 0.6392 | 0.4933 | 0.7024 |
295
- | No log | 6.5067 | 488 | 0.5013 | 0.6457 | 0.5013 | 0.7081 |
296
- | No log | 6.5333 | 490 | 0.4785 | 0.5557 | 0.4785 | 0.6917 |
297
- | No log | 6.5600 | 492 | 0.4607 | 0.4809 | 0.4607 | 0.6788 |
298
- | No log | 6.5867 | 494 | 0.4589 | 0.4703 | 0.4589 | 0.6774 |
299
- | No log | 6.6133 | 496 | 0.4751 | 0.4459 | 0.4751 | 0.6893 |
300
- | No log | 6.64 | 498 | 0.5118 | 0.5452 | 0.5118 | 0.7154 |
301
- | 0.3061 | 6.6667 | 500 | 0.5524 | 0.5362 | 0.5524 | 0.7432 |
302
- | 0.3061 | 6.6933 | 502 | 0.5520 | 0.5275 | 0.5520 | 0.7430 |
303
- | 0.3061 | 6.72 | 504 | 0.4986 | 0.5601 | 0.4986 | 0.7061 |
304
- | 0.3061 | 6.7467 | 506 | 0.4568 | 0.5567 | 0.4568 | 0.6759 |
305
- | 0.3061 | 6.7733 | 508 | 0.4532 | 0.5549 | 0.4532 | 0.6732 |
306
- | 0.3061 | 6.8 | 510 | 0.4622 | 0.5662 | 0.4622 | 0.6799 |
307
- | 0.3061 | 6.8267 | 512 | 0.4781 | 0.5404 | 0.4781 | 0.6915 |
308
- | 0.3061 | 6.8533 | 514 | 0.5192 | 0.6063 | 0.5192 | 0.7206 |
309
- | 0.3061 | 6.88 | 516 | 0.5012 | 0.5418 | 0.5012 | 0.7080 |
310
- | 0.3061 | 6.9067 | 518 | 0.4664 | 0.5166 | 0.4664 | 0.6829 |
311
- | 0.3061 | 6.9333 | 520 | 0.4624 | 0.5327 | 0.4624 | 0.6800 |
312
- | 0.3061 | 6.96 | 522 | 0.4645 | 0.5166 | 0.4645 | 0.6816 |
313
- | 0.3061 | 6.9867 | 524 | 0.4623 | 0.5254 | 0.4623 | 0.6799 |
314
- | 0.3061 | 7.0133 | 526 | 0.4863 | 0.5166 | 0.4863 | 0.6973 |
315
 
316
 
317
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task7_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: 0.9864
19
+ - Qwk: 0.3486
20
+ - Mse: 0.9864
21
+ - Rmse: 0.9932
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.025 | 2 | 2.5252 | -0.0084 | 2.5252 | 1.5891 |
53
+ | No log | 0.05 | 4 | 1.8987 | 0.0182 | 1.8987 | 1.3779 |
54
+ | No log | 0.075 | 6 | 0.9584 | 0.2222 | 0.9584 | 0.9790 |
55
+ | No log | 0.1 | 8 | 0.7997 | -0.0027 | 0.7997 | 0.8943 |
56
+ | No log | 0.125 | 10 | 1.0554 | -0.0796 | 1.0554 | 1.0273 |
57
+ | No log | 0.15 | 12 | 1.5820 | -0.1503 | 1.5820 | 1.2578 |
58
+ | No log | 0.175 | 14 | 1.2063 | 0.0401 | 1.2063 | 1.0983 |
59
+ | No log | 0.2 | 16 | 0.7981 | 0.1617 | 0.7981 | 0.8934 |
60
+ | No log | 0.225 | 18 | 1.0316 | 0.1709 | 1.0316 | 1.0157 |
61
+ | No log | 0.25 | 20 | 1.0739 | 0.2100 | 1.0739 | 1.0363 |
62
+ | No log | 0.275 | 22 | 0.8656 | 0.1407 | 0.8656 | 0.9304 |
63
+ | No log | 0.3 | 24 | 0.7604 | 0.0 | 0.7604 | 0.8720 |
64
+ | No log | 0.325 | 26 | 0.7139 | 0.1983 | 0.7139 | 0.8449 |
65
+ | No log | 0.35 | 28 | 0.7641 | 0.3387 | 0.7641 | 0.8741 |
66
+ | No log | 0.375 | 30 | 0.9344 | 0.2939 | 0.9344 | 0.9667 |
67
+ | No log | 0.4 | 32 | 0.9883 | 0.1795 | 0.9883 | 0.9941 |
68
+ | No log | 0.425 | 34 | 0.8183 | 0.3347 | 0.8183 | 0.9046 |
69
+ | No log | 0.45 | 36 | 0.6845 | 0.3746 | 0.6845 | 0.8273 |
70
+ | No log | 0.475 | 38 | 0.7440 | 0.4684 | 0.7440 | 0.8626 |
71
+ | No log | 0.5 | 40 | 0.7747 | 0.4464 | 0.7747 | 0.8802 |
72
+ | No log | 0.525 | 42 | 0.7151 | 0.4743 | 0.7151 | 0.8456 |
73
+ | No log | 0.55 | 44 | 0.6879 | 0.3677 | 0.6879 | 0.8294 |
74
+ | No log | 0.575 | 46 | 0.6885 | 0.2545 | 0.6885 | 0.8298 |
75
+ | No log | 0.6 | 48 | 0.6951 | 0.1548 | 0.6951 | 0.8337 |
76
+ | No log | 0.625 | 50 | 0.7130 | 0.2264 | 0.7130 | 0.8444 |
77
+ | No log | 0.65 | 52 | 0.6774 | 0.2947 | 0.6774 | 0.8230 |
78
+ | No log | 0.675 | 54 | 0.6489 | 0.3481 | 0.6489 | 0.8055 |
79
+ | No log | 0.7 | 56 | 0.6692 | 0.4895 | 0.6692 | 0.8180 |
80
+ | No log | 0.725 | 58 | 0.8168 | 0.2756 | 0.8168 | 0.9038 |
81
+ | No log | 0.75 | 60 | 0.8265 | 0.2866 | 0.8265 | 0.9091 |
82
+ | No log | 0.775 | 62 | 0.8331 | 0.3688 | 0.8331 | 0.9127 |
83
+ | No log | 0.8 | 64 | 0.8181 | 0.3889 | 0.8181 | 0.9045 |
84
+ | No log | 0.825 | 66 | 0.7846 | 0.3866 | 0.7846 | 0.8858 |
85
+ | No log | 0.85 | 68 | 0.7405 | 0.3486 | 0.7405 | 0.8605 |
86
+ | No log | 0.875 | 70 | 0.6954 | 0.2962 | 0.6954 | 0.8339 |
87
+ | No log | 0.9 | 72 | 0.6656 | 0.4029 | 0.6656 | 0.8158 |
88
+ | No log | 0.925 | 74 | 0.6034 | 0.3887 | 0.6034 | 0.7768 |
89
+ | No log | 0.95 | 76 | 0.6013 | 0.4037 | 0.6013 | 0.7755 |
90
+ | No log | 0.975 | 78 | 0.6751 | 0.4322 | 0.6751 | 0.8216 |
91
+ | No log | 1.0 | 80 | 0.8338 | 0.3285 | 0.8338 | 0.9131 |
92
+ | No log | 1.025 | 82 | 1.0429 | 0.3430 | 1.0429 | 1.0212 |
93
+ | No log | 1.05 | 84 | 0.8773 | 0.4026 | 0.8773 | 0.9367 |
94
+ | No log | 1.075 | 86 | 0.7567 | 0.4263 | 0.7567 | 0.8699 |
95
+ | No log | 1.1 | 88 | 0.6855 | 0.4740 | 0.6855 | 0.8280 |
96
+ | No log | 1.125 | 90 | 0.6672 | 0.4582 | 0.6672 | 0.8168 |
97
+ | No log | 1.15 | 92 | 0.6548 | 0.4434 | 0.6548 | 0.8092 |
98
+ | No log | 1.175 | 94 | 0.6808 | 0.5195 | 0.6808 | 0.8251 |
99
+ | No log | 1.2 | 96 | 0.9923 | 0.3884 | 0.9923 | 0.9961 |
100
+ | No log | 1.225 | 98 | 1.3593 | 0.2609 | 1.3593 | 1.1659 |
101
+ | No log | 1.25 | 100 | 1.1351 | 0.2733 | 1.1351 | 1.0654 |
102
+ | No log | 1.275 | 102 | 0.8094 | 0.4018 | 0.8094 | 0.8997 |
103
+ | No log | 1.3 | 104 | 0.6745 | 0.5045 | 0.6745 | 0.8213 |
104
+ | No log | 1.325 | 106 | 0.7770 | 0.3439 | 0.7770 | 0.8815 |
105
+ | No log | 1.35 | 108 | 1.0691 | 0.3134 | 1.0691 | 1.0340 |
106
+ | No log | 1.375 | 110 | 0.9991 | 0.3922 | 0.9991 | 0.9995 |
107
+ | No log | 1.4 | 112 | 0.8627 | 0.4032 | 0.8627 | 0.9288 |
108
+ | No log | 1.425 | 114 | 0.7764 | 0.4385 | 0.7764 | 0.8811 |
109
+ | No log | 1.45 | 116 | 0.8964 | 0.3810 | 0.8964 | 0.9468 |
110
+ | No log | 1.475 | 118 | 0.8481 | 0.3889 | 0.8481 | 0.9209 |
111
+ | No log | 1.5 | 120 | 0.8046 | 0.3934 | 0.8046 | 0.8970 |
112
+ | No log | 1.525 | 122 | 0.8026 | 0.3115 | 0.8026 | 0.8959 |
113
+ | No log | 1.55 | 124 | 0.7802 | 0.4207 | 0.7802 | 0.8833 |
114
+ | No log | 1.575 | 126 | 0.7358 | 0.4135 | 0.7358 | 0.8578 |
115
+ | No log | 1.6 | 128 | 0.8287 | 0.5023 | 0.8287 | 0.9103 |
116
+ | No log | 1.625 | 130 | 1.0737 | 0.3935 | 1.0737 | 1.0362 |
117
+ | No log | 1.65 | 132 | 1.4205 | 0.3332 | 1.4205 | 1.1918 |
118
+ | No log | 1.675 | 134 | 1.3532 | 0.2495 | 1.3532 | 1.1633 |
119
+ | No log | 1.7 | 136 | 1.1357 | 0.3506 | 1.1357 | 1.0657 |
120
+ | No log | 1.725 | 138 | 0.7570 | 0.4937 | 0.7570 | 0.8701 |
121
+ | No log | 1.75 | 140 | 0.6197 | 0.5272 | 0.6197 | 0.7872 |
122
+ | No log | 1.775 | 142 | 0.6288 | 0.5030 | 0.6288 | 0.7930 |
123
+ | No log | 1.8 | 144 | 0.6899 | 0.4864 | 0.6899 | 0.8306 |
124
+ | No log | 1.825 | 146 | 0.8498 | 0.4142 | 0.8498 | 0.9218 |
125
+ | No log | 1.85 | 148 | 1.2018 | 0.2650 | 1.2018 | 1.0962 |
126
+ | No log | 1.875 | 150 | 1.1747 | 0.2459 | 1.1747 | 1.0838 |
127
+ | No log | 1.9 | 152 | 0.9695 | 0.3079 | 0.9695 | 0.9846 |
128
+ | No log | 1.925 | 154 | 0.7473 | 0.4556 | 0.7473 | 0.8645 |
129
+ | No log | 1.95 | 156 | 0.7411 | 0.5117 | 0.7411 | 0.8609 |
130
+ | No log | 1.975 | 158 | 0.8739 | 0.4304 | 0.8739 | 0.9348 |
131
+ | No log | 2.0 | 160 | 1.1522 | 0.2772 | 1.1522 | 1.0734 |
132
+ | No log | 2.025 | 162 | 1.5588 | 0.1529 | 1.5588 | 1.2485 |
133
+ | No log | 2.05 | 164 | 1.6385 | 0.2139 | 1.6385 | 1.2800 |
134
+ | No log | 2.075 | 166 | 1.4412 | 0.2040 | 1.4412 | 1.2005 |
135
+ | No log | 2.1 | 168 | 0.8507 | 0.3933 | 0.8507 | 0.9224 |
136
+ | No log | 2.125 | 170 | 0.6758 | 0.3302 | 0.6758 | 0.8221 |
137
+ | No log | 2.15 | 172 | 0.7215 | 0.3494 | 0.7215 | 0.8494 |
138
+ | No log | 2.175 | 174 | 0.8381 | 0.3998 | 0.8381 | 0.9155 |
139
+ | No log | 2.2 | 176 | 0.8758 | 0.3538 | 0.8758 | 0.9358 |
140
+ | No log | 2.225 | 178 | 0.7438 | 0.4574 | 0.7438 | 0.8624 |
141
+ | No log | 2.25 | 180 | 0.7478 | 0.4432 | 0.7478 | 0.8648 |
142
+ | No log | 2.275 | 182 | 0.7108 | 0.4133 | 0.7108 | 0.8431 |
143
+ | No log | 2.3 | 184 | 0.8215 | 0.4208 | 0.8215 | 0.9064 |
144
+ | No log | 2.325 | 186 | 1.0082 | 0.3161 | 1.0082 | 1.0041 |
145
+ | No log | 2.35 | 188 | 0.9980 | 0.3316 | 0.9980 | 0.9990 |
146
+ | No log | 2.375 | 190 | 0.8213 | 0.4268 | 0.8213 | 0.9063 |
147
+ | No log | 2.4 | 192 | 0.8069 | 0.4400 | 0.8069 | 0.8983 |
148
+ | No log | 2.425 | 194 | 0.8596 | 0.4601 | 0.8596 | 0.9271 |
149
+ | No log | 2.45 | 196 | 1.0893 | 0.5285 | 1.0893 | 1.0437 |
150
+ | No log | 2.475 | 198 | 1.3747 | 0.3255 | 1.3747 | 1.1725 |
151
+ | No log | 2.5 | 200 | 1.3379 | 0.2971 | 1.3379 | 1.1567 |
152
+ | No log | 2.525 | 202 | 1.0751 | 0.4090 | 1.0751 | 1.0369 |
153
+ | No log | 2.55 | 204 | 0.8018 | 0.4597 | 0.8018 | 0.8954 |
154
+ | No log | 2.575 | 206 | 0.6503 | 0.4044 | 0.6503 | 0.8064 |
155
+ | No log | 2.6 | 208 | 0.6588 | 0.3798 | 0.6588 | 0.8117 |
156
+ | No log | 2.625 | 210 | 0.7328 | 0.4223 | 0.7328 | 0.8560 |
157
+ | No log | 2.65 | 212 | 0.8308 | 0.4396 | 0.8308 | 0.9115 |
158
+ | No log | 2.675 | 214 | 0.9404 | 0.4608 | 0.9404 | 0.9697 |
159
+ | No log | 2.7 | 216 | 0.7848 | 0.5339 | 0.7848 | 0.8859 |
160
+ | No log | 2.725 | 218 | 0.6888 | 0.5179 | 0.6888 | 0.8299 |
161
+ | No log | 2.75 | 220 | 0.6855 | 0.5179 | 0.6855 | 0.8279 |
162
+ | No log | 2.775 | 222 | 0.6799 | 0.5179 | 0.6799 | 0.8245 |
163
+ | No log | 2.8 | 224 | 0.6388 | 0.4336 | 0.6388 | 0.7993 |
164
+ | No log | 2.825 | 226 | 0.6146 | 0.4081 | 0.6146 | 0.7840 |
165
+ | No log | 2.85 | 228 | 0.5858 | 0.4081 | 0.5858 | 0.7654 |
166
+ | No log | 2.875 | 230 | 0.6787 | 0.5179 | 0.6787 | 0.8238 |
167
+ | No log | 2.9 | 232 | 0.8407 | 0.4444 | 0.8407 | 0.9169 |
168
+ | No log | 2.925 | 234 | 0.8648 | 0.4124 | 0.8648 | 0.9299 |
169
+ | No log | 2.95 | 236 | 0.7801 | 0.5249 | 0.7801 | 0.8832 |
170
+ | No log | 2.975 | 238 | 0.6166 | 0.5231 | 0.6166 | 0.7853 |
171
+ | No log | 3.0 | 240 | 0.5320 | 0.5308 | 0.5320 | 0.7294 |
172
+ | No log | 3.025 | 242 | 0.4767 | 0.4763 | 0.4767 | 0.6904 |
173
+ | No log | 3.05 | 244 | 0.4743 | 0.5022 | 0.4743 | 0.6887 |
174
+ | No log | 3.075 | 246 | 0.5496 | 0.5098 | 0.5496 | 0.7414 |
175
+ | No log | 3.1 | 248 | 0.7737 | 0.3707 | 0.7737 | 0.8796 |
176
+ | No log | 3.125 | 250 | 0.9850 | 0.3791 | 0.9850 | 0.9925 |
177
+ | No log | 3.15 | 252 | 1.1305 | 0.2691 | 1.1305 | 1.0632 |
178
+ | No log | 3.175 | 254 | 1.1364 | 0.2997 | 1.1364 | 1.0660 |
179
+ | No log | 3.2 | 256 | 0.9338 | 0.3688 | 0.9338 | 0.9663 |
180
+ | No log | 3.225 | 258 | 0.6607 | 0.5373 | 0.6607 | 0.8129 |
181
+ | No log | 3.25 | 260 | 0.5597 | 0.5528 | 0.5597 | 0.7481 |
182
+ | No log | 3.275 | 262 | 0.5402 | 0.5256 | 0.5402 | 0.7350 |
183
+ | No log | 3.3 | 264 | 0.5115 | 0.5304 | 0.5115 | 0.7152 |
184
+ | No log | 3.325 | 266 | 0.5038 | 0.5304 | 0.5038 | 0.7098 |
185
+ | No log | 3.35 | 268 | 0.5941 | 0.5568 | 0.5941 | 0.7708 |
186
+ | No log | 3.375 | 270 | 0.8129 | 0.4731 | 0.8129 | 0.9016 |
187
+ | No log | 3.4 | 272 | 1.1308 | 0.3278 | 1.1308 | 1.0634 |
188
+ | No log | 3.425 | 274 | 1.3353 | 0.2809 | 1.3353 | 1.1555 |
189
+ | No log | 3.45 | 276 | 1.2392 | 0.3127 | 1.2392 | 1.1132 |
190
+ | No log | 3.475 | 278 | 0.8992 | 0.4132 | 0.8992 | 0.9482 |
191
+ | No log | 3.5 | 280 | 0.6016 | 0.4933 | 0.6016 | 0.7756 |
192
+ | No log | 3.525 | 282 | 0.5712 | 0.5324 | 0.5712 | 0.7558 |
193
+ | No log | 3.55 | 284 | 0.6167 | 0.5056 | 0.6167 | 0.7853 |
194
+ | No log | 3.575 | 286 | 0.6798 | 0.4700 | 0.6798 | 0.8245 |
195
+ | No log | 3.6 | 288 | 0.7821 | 0.5029 | 0.7821 | 0.8844 |
196
+ | No log | 3.625 | 290 | 0.8194 | 0.4558 | 0.8194 | 0.9052 |
197
+ | No log | 3.65 | 292 | 0.8152 | 0.4803 | 0.8152 | 0.9029 |
198
+ | No log | 3.675 | 294 | 0.7740 | 0.5077 | 0.7740 | 0.8798 |
199
+ | No log | 3.7 | 296 | 0.7691 | 0.5077 | 0.7691 | 0.8770 |
200
+ | No log | 3.725 | 298 | 0.7883 | 0.5333 | 0.7883 | 0.8879 |
201
+ | No log | 3.75 | 300 | 0.7167 | 0.5152 | 0.7167 | 0.8466 |
202
+ | No log | 3.775 | 302 | 0.6703 | 0.5073 | 0.6703 | 0.8187 |
203
+ | No log | 3.8 | 304 | 0.6560 | 0.5293 | 0.6560 | 0.8099 |
204
+ | No log | 3.825 | 306 | 0.8198 | 0.5426 | 0.8198 | 0.9055 |
205
+ | No log | 3.85 | 308 | 1.0490 | 0.4532 | 1.0490 | 1.0242 |
206
+ | No log | 3.875 | 310 | 1.1220 | 0.4537 | 1.1220 | 1.0592 |
207
+ | No log | 3.9 | 312 | 0.8682 | 0.5512 | 0.8682 | 0.9317 |
208
+ | No log | 3.925 | 314 | 0.6110 | 0.4772 | 0.6110 | 0.7817 |
209
+ | No log | 3.95 | 316 | 0.5642 | 0.5190 | 0.5642 | 0.7512 |
210
+ | No log | 3.975 | 318 | 0.5643 | 0.5190 | 0.5643 | 0.7512 |
211
+ | No log | 4.0 | 320 | 0.6192 | 0.5133 | 0.6192 | 0.7869 |
212
+ | No log | 4.025 | 322 | 0.8950 | 0.4851 | 0.8950 | 0.9460 |
213
+ | No log | 4.05 | 324 | 1.2730 | 0.2662 | 1.2730 | 1.1283 |
214
+ | No log | 4.075 | 326 | 1.5920 | 0.2834 | 1.5920 | 1.2617 |
215
+ | No log | 4.1 | 328 | 1.5260 | 0.2286 | 1.5260 | 1.2353 |
216
+ | No log | 4.125 | 330 | 1.2383 | 0.2961 | 1.2383 | 1.1128 |
217
+ | No log | 4.15 | 332 | 1.0230 | 0.3939 | 1.0230 | 1.0114 |
218
+ | No log | 4.175 | 334 | 0.8912 | 0.4622 | 0.8912 | 0.9440 |
219
+ | No log | 4.2 | 336 | 0.7674 | 0.4447 | 0.7674 | 0.8760 |
220
+ | No log | 4.225 | 338 | 0.7055 | 0.4717 | 0.7055 | 0.8400 |
221
+ | No log | 4.25 | 340 | 0.7576 | 0.3884 | 0.7576 | 0.8704 |
222
+ | No log | 4.275 | 342 | 0.9273 | 0.3867 | 0.9273 | 0.9630 |
223
+ | No log | 4.3 | 344 | 1.1331 | 0.3601 | 1.1331 | 1.0645 |
224
+ | No log | 4.325 | 346 | 1.1666 | 0.3295 | 1.1666 | 1.0801 |
225
+ | No log | 4.35 | 348 | 1.0249 | 0.3269 | 1.0249 | 1.0124 |
226
+ | No log | 4.375 | 350 | 0.8364 | 0.3439 | 0.8364 | 0.9146 |
227
+ | No log | 4.4 | 352 | 0.6571 | 0.4197 | 0.6571 | 0.8106 |
228
+ | No log | 4.425 | 354 | 0.6060 | 0.4622 | 0.6060 | 0.7785 |
229
+ | No log | 4.45 | 356 | 0.6233 | 0.4845 | 0.6233 | 0.7895 |
230
+ | No log | 4.475 | 358 | 0.7357 | 0.4610 | 0.7357 | 0.8577 |
231
+ | No log | 4.5 | 360 | 0.8514 | 0.4126 | 0.8514 | 0.9227 |
232
+ | No log | 4.525 | 362 | 0.8937 | 0.3848 | 0.8937 | 0.9454 |
233
+ | No log | 4.55 | 364 | 0.8447 | 0.3094 | 0.8447 | 0.9191 |
234
+ | No log | 4.575 | 366 | 0.7890 | 0.3152 | 0.7890 | 0.8883 |
235
+ | No log | 4.6 | 368 | 0.7738 | 0.3377 | 0.7738 | 0.8796 |
236
+ | No log | 4.625 | 370 | 0.8136 | 0.3377 | 0.8136 | 0.9020 |
237
+ | No log | 4.65 | 372 | 0.7734 | 0.3747 | 0.7734 | 0.8795 |
238
+ | No log | 4.675 | 374 | 0.7740 | 0.4286 | 0.7740 | 0.8797 |
239
+ | No log | 4.7 | 376 | 0.7298 | 0.4286 | 0.7298 | 0.8543 |
240
+ | No log | 4.725 | 378 | 0.6342 | 0.4550 | 0.6342 | 0.7964 |
241
+ | No log | 4.75 | 380 | 0.6438 | 0.5059 | 0.6438 | 0.8024 |
242
+ | No log | 4.775 | 382 | 0.6759 | 0.4701 | 0.6759 | 0.8221 |
243
+ | No log | 4.8 | 384 | 0.7573 | 0.4504 | 0.7573 | 0.8702 |
244
+ | No log | 4.825 | 386 | 0.9304 | 0.3781 | 0.9304 | 0.9646 |
245
+ | No log | 4.85 | 388 | 1.1002 | 0.3781 | 1.1002 | 1.0489 |
246
+ | No log | 4.875 | 390 | 1.2461 | 0.3193 | 1.2461 | 1.1163 |
247
+ | No log | 4.9 | 392 | 1.3226 | 0.3418 | 1.3226 | 1.1500 |
248
+ | No log | 4.925 | 394 | 1.2215 | 0.3367 | 1.2215 | 1.1052 |
249
+ | No log | 4.95 | 396 | 1.1275 | 0.3506 | 1.1275 | 1.0619 |
250
+ | No log | 4.975 | 398 | 1.0550 | 0.3689 | 1.0550 | 1.0271 |
251
+ | No log | 5.0 | 400 | 0.9438 | 0.3977 | 0.9438 | 0.9715 |
252
+ | No log | 5.025 | 402 | 0.7925 | 0.4081 | 0.7925 | 0.8903 |
253
+ | No log | 5.05 | 404 | 0.7395 | 0.4418 | 0.7395 | 0.8599 |
254
+ | No log | 5.075 | 406 | 0.8245 | 0.4246 | 0.8245 | 0.9080 |
255
+ | No log | 5.1 | 408 | 0.8870 | 0.4305 | 0.8870 | 0.9418 |
256
+ | No log | 5.125 | 410 | 0.8834 | 0.4305 | 0.8834 | 0.9399 |
257
+ | No log | 5.15 | 412 | 0.8054 | 0.3747 | 0.8054 | 0.8974 |
258
+ | No log | 5.175 | 414 | 0.7824 | 0.3806 | 0.7824 | 0.8846 |
259
+ | No log | 5.2 | 416 | 0.8554 | 0.3946 | 0.8554 | 0.9249 |
260
+ | No log | 5.225 | 418 | 1.0415 | 0.4172 | 1.0415 | 1.0206 |
261
+ | No log | 5.25 | 420 | 1.1283 | 0.3412 | 1.1283 | 1.0622 |
262
+ | No log | 5.275 | 422 | 1.0753 | 0.3358 | 1.0753 | 1.0370 |
263
+ | No log | 5.3 | 424 | 0.9016 | 0.3849 | 0.9016 | 0.9495 |
264
+ | No log | 5.325 | 426 | 0.8101 | 0.3868 | 0.8101 | 0.9000 |
265
+ | No log | 5.35 | 428 | 0.7085 | 0.3992 | 0.7085 | 0.8417 |
266
+ | No log | 5.375 | 430 | 0.7276 | 0.3992 | 0.7276 | 0.8530 |
267
+ | No log | 5.4 | 432 | 0.7825 | 0.4304 | 0.7825 | 0.8846 |
268
+ | No log | 5.425 | 434 | 0.9852 | 0.4465 | 0.9852 | 0.9926 |
269
+ | No log | 5.45 | 436 | 1.0442 | 0.4262 | 1.0442 | 1.0218 |
270
+ | No log | 5.475 | 438 | 0.9391 | 0.4639 | 0.9391 | 0.9690 |
271
+ | No log | 5.5 | 440 | 0.7317 | 0.4952 | 0.7317 | 0.8554 |
272
+ | No log | 5.525 | 442 | 0.6522 | 0.5342 | 0.6522 | 0.8076 |
273
+ | No log | 5.55 | 444 | 0.6775 | 0.4759 | 0.6775 | 0.8231 |
274
+ | No log | 5.575 | 446 | 0.7479 | 0.4133 | 0.7479 | 0.8648 |
275
+ | No log | 5.6 | 448 | 0.8781 | 0.3977 | 0.8781 | 0.9371 |
276
+ | No log | 5.625 | 450 | 1.0145 | 0.3977 | 1.0145 | 1.0072 |
277
+ | No log | 5.65 | 452 | 1.0677 | 0.3689 | 1.0677 | 1.0333 |
278
+ | No log | 5.675 | 454 | 1.0928 | 0.3358 | 1.0928 | 1.0454 |
279
+ | No log | 5.7 | 456 | 1.1244 | 0.3681 | 1.1244 | 1.0604 |
280
+ | No log | 5.725 | 458 | 0.9854 | 0.3689 | 0.9854 | 0.9926 |
281
+ | No log | 5.75 | 460 | 0.7972 | 0.4481 | 0.7972 | 0.8928 |
282
+ | No log | 5.775 | 462 | 0.7016 | 0.4545 | 0.7016 | 0.8376 |
283
+ | No log | 5.8 | 464 | 0.6506 | 0.4772 | 0.6506 | 0.8066 |
284
+ | No log | 5.825 | 466 | 0.6095 | 0.5357 | 0.6095 | 0.7807 |
285
+ | No log | 5.85 | 468 | 0.6528 | 0.4556 | 0.6528 | 0.8079 |
286
+ | No log | 5.875 | 470 | 0.7594 | 0.4142 | 0.7594 | 0.8715 |
287
+ | No log | 5.9 | 472 | 0.9320 | 0.3697 | 0.9320 | 0.9654 |
288
+ | No log | 5.925 | 474 | 1.0911 | 0.3587 | 1.0911 | 1.0445 |
289
+ | No log | 5.95 | 476 | 1.1227 | 0.3587 | 1.1227 | 1.0596 |
290
+ | No log | 5.975 | 478 | 1.0116 | 0.3587 | 1.0116 | 1.0058 |
291
+ | No log | 6.0 | 480 | 0.8418 | 0.3807 | 0.8418 | 0.9175 |
292
+ | No log | 6.025 | 482 | 0.7030 | 0.4887 | 0.7030 | 0.8385 |
293
+ | No log | 6.05 | 484 | 0.6447 | 0.4568 | 0.6447 | 0.8029 |
294
+ | No log | 6.075 | 486 | 0.7015 | 0.4614 | 0.7015 | 0.8376 |
295
+ | No log | 6.1 | 488 | 0.8362 | 0.4481 | 0.8362 | 0.9144 |
296
+ | No log | 6.125 | 490 | 0.9549 | 0.4363 | 0.9549 | 0.9772 |
297
+ | No log | 6.15 | 492 | 0.9882 | 0.3987 | 0.9882 | 0.9941 |
298
+ | No log | 6.175 | 494 | 0.8973 | 0.4421 | 0.8973 | 0.9473 |
299
+ | No log | 6.2 | 496 | 0.8591 | 0.4050 | 0.8591 | 0.9269 |
300
+ | No log | 6.225 | 498 | 0.7846 | 0.4444 | 0.7846 | 0.8858 |
301
+ | 0.3935 | 6.25 | 500 | 0.8741 | 0.4003 | 0.8741 | 0.9349 |
302
+ | 0.3935 | 6.275 | 502 | 0.9339 | 0.3945 | 0.9339 | 0.9664 |
303
+ | 0.3935 | 6.3 | 504 | 1.0910 | 0.2943 | 1.0910 | 1.0445 |
304
+ | 0.3935 | 6.325 | 506 | 1.1445 | 0.2754 | 1.1445 | 1.0698 |
305
+ | 0.3935 | 6.35 | 508 | 0.9742 | 0.3505 | 0.9742 | 0.9870 |
306
+ | 0.3935 | 6.375 | 510 | 0.8585 | 0.4246 | 0.8585 | 0.9265 |
307
+ | 0.3935 | 6.4 | 512 | 0.7583 | 0.4243 | 0.7583 | 0.8708 |
308
+ | 0.3935 | 6.425 | 514 | 0.7164 | 0.4351 | 0.7164 | 0.8464 |
309
+ | 0.3935 | 6.45 | 516 | 0.7292 | 0.3439 | 0.7292 | 0.8540 |
310
+ | 0.3935 | 6.475 | 518 | 0.7681 | 0.3381 | 0.7681 | 0.8764 |
311
+ | 0.3935 | 6.5 | 520 | 0.8212 | 0.3247 | 0.8212 | 0.9062 |
312
+ | 0.3935 | 6.525 | 522 | 0.8902 | 0.3484 | 0.8902 | 0.9435 |
313
+ | 0.3935 | 6.55 | 524 | 0.9864 | 0.3486 | 0.9864 | 0.9932 |
 
314
 
315
 
316
  ### Framework versions