Hugging Face's logo

MayBashendy
/
ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task7_organization

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
 Community
MayBashendy commited on
Commit
124970b
·
verified ·
1 Parent(s): d02fb34

End of training

Browse files
Files changed (1) hide show
  1. README.md +515 -326
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_run1_AugV5_k13_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_run1_AugV5_k13_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: 0.5058
19
- - Qwk: 0.5133
20
- - Mse: 0.5058
21
- - Rmse: 0.7112
22
 
23
  ## Model description
24
 
@@ -47,326 +47,515 @@ 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 | 0.0308 | 2 | 2.6066 | -0.0262 | 2.6066 | 1.6145 |
53
- | No log | 0.0615 | 4 | 1.2320 | 0.0495 | 1.2320 | 1.1100 |
54
- | No log | 0.0923 | 6 | 0.7361 | 0.1372 | 0.7361 | 0.8580 |
55
- | No log | 0.1231 | 8 | 0.6351 | 0.2676 | 0.6351 | 0.7970 |
56
- | No log | 0.1538 | 10 | 0.5903 | 0.3523 | 0.5903 | 0.7683 |
57
- | No log | 0.1846 | 12 | 0.5783 | 0.4354 | 0.5783 | 0.7604 |
58
- | No log | 0.2154 | 14 | 0.5505 | 0.4494 | 0.5505 | 0.7420 |
59
- | No log | 0.2462 | 16 | 0.6381 | 0.4209 | 0.6381 | 0.7988 |
60
- | No log | 0.2769 | 18 | 0.7837 | 0.4152 | 0.7837 | 0.8853 |
61
- | No log | 0.3077 | 20 | 1.2075 | 0.2386 | 1.2075 | 1.0989 |
62
- | No log | 0.3385 | 22 | 1.3071 | 0.2386 | 1.3071 | 1.1433 |
63
- | No log | 0.3692 | 24 | 0.7191 | 0.5124 | 0.7191 | 0.8480 |
64
- | No log | 0.4 | 26 | 0.5849 | 0.5543 | 0.5849 | 0.7648 |
65
- | No log | 0.4308 | 28 | 0.6715 | 0.5310 | 0.6715 | 0.8194 |
66
- | No log | 0.4615 | 30 | 0.4443 | 0.6114 | 0.4443 | 0.6665 |
67
- | No log | 0.4923 | 32 | 0.4311 | 0.6184 | 0.4311 | 0.6566 |
68
- | No log | 0.5231 | 34 | 0.6039 | 0.5295 | 0.6039 | 0.7771 |
69
- | No log | 0.5538 | 36 | 0.6735 | 0.5295 | 0.6735 | 0.8207 |
70
- | No log | 0.5846 | 38 | 0.6298 | 0.5295 | 0.6298 | 0.7936 |
71
- | No log | 0.6154 | 40 | 0.4297 | 0.6092 | 0.4297 | 0.6555 |
72
- | No log | 0.6462 | 42 | 0.5743 | 0.5243 | 0.5743 | 0.7578 |
73
- | No log | 0.6769 | 44 | 0.6221 | 0.5278 | 0.6221 | 0.7887 |
74
- | No log | 0.7077 | 46 | 0.4690 | 0.5081 | 0.4690 | 0.6848 |
75
- | No log | 0.7385 | 48 | 0.5526 | 0.2776 | 0.5526 | 0.7434 |
76
- | No log | 0.7692 | 50 | 0.5583 | 0.3931 | 0.5583 | 0.7472 |
77
- | No log | 0.8 | 52 | 0.5367 | 0.5119 | 0.5367 | 0.7326 |
78
- | No log | 0.8308 | 54 | 0.4260 | 0.6052 | 0.4260 | 0.6527 |
79
- | No log | 0.8615 | 56 | 0.5081 | 0.5939 | 0.5081 | 0.7128 |
80
- | No log | 0.8923 | 58 | 0.4218 | 0.6263 | 0.4218 | 0.6494 |
81
- | No log | 0.9231 | 60 | 0.5680 | 0.6180 | 0.5680 | 0.7536 |
82
- | No log | 0.9538 | 62 | 0.8621 | 0.4903 | 0.8621 | 0.9285 |
83
- | No log | 0.9846 | 64 | 0.8088 | 0.4903 | 0.8088 | 0.8993 |
84
- | No log | 1.0154 | 66 | 0.5161 | 0.6610 | 0.5161 | 0.7184 |
85
- | No log | 1.0462 | 68 | 0.4769 | 0.6455 | 0.4769 | 0.6906 |
86
- | No log | 1.0769 | 70 | 0.4681 | 0.5889 | 0.4681 | 0.6841 |
87
- | No log | 1.1077 | 72 | 0.4749 | 0.5949 | 0.4749 | 0.6891 |
88
- | No log | 1.1385 | 74 | 0.4586 | 0.5840 | 0.4586 | 0.6772 |
89
- | No log | 1.1692 | 76 | 0.4771 | 0.5421 | 0.4771 | 0.6907 |
90
- | No log | 1.2 | 78 | 0.4988 | 0.5160 | 0.4988 | 0.7062 |
91
- | No log | 1.2308 | 80 | 0.4584 | 0.5604 | 0.4584 | 0.6770 |
92
- | No log | 1.2615 | 82 | 0.5619 | 0.6154 | 0.5619 | 0.7496 |
93
- | No log | 1.2923 | 84 | 0.6674 | 0.5596 | 0.6674 | 0.8170 |
94
- | No log | 1.3231 | 86 | 0.4836 | 0.6186 | 0.4836 | 0.6954 |
95
- | No log | 1.3538 | 88 | 0.6615 | 0.5340 | 0.6615 | 0.8133 |
96
- | No log | 1.3846 | 90 | 0.7746 | 0.4321 | 0.7746 | 0.8801 |
97
- | No log | 1.4154 | 92 | 0.5904 | 0.6300 | 0.5904 | 0.7684 |
98
- | No log | 1.4462 | 94 | 0.5546 | 0.6285 | 0.5546 | 0.7447 |
99
- | No log | 1.4769 | 96 | 0.7811 | 0.5272 | 0.7811 | 0.8838 |
100
- | No log | 1.5077 | 98 | 0.6912 | 0.5207 | 0.6912 | 0.8314 |
101
- | No log | 1.5385 | 100 | 0.4464 | 0.6228 | 0.4464 | 0.6681 |
102
- | No log | 1.5692 | 102 | 0.5349 | 0.4825 | 0.5349 | 0.7314 |
103
- | No log | 1.6 | 104 | 0.5579 | 0.4613 | 0.5579 | 0.7469 |
104
- | No log | 1.6308 | 106 | 0.5832 | 0.5363 | 0.5832 | 0.7637 |
105
- | No log | 1.6615 | 108 | 0.4615 | 0.5796 | 0.4615 | 0.6793 |
106
- | No log | 1.6923 | 110 | 0.4563 | 0.6121 | 0.4563 | 0.6755 |
107
- | No log | 1.7231 | 112 | 0.4816 | 0.6133 | 0.4816 | 0.6939 |
108
- | No log | 1.7538 | 114 | 0.4968 | 0.6245 | 0.4968 | 0.7048 |
109
- | No log | 1.7846 | 116 | 0.4962 | 0.6438 | 0.4962 | 0.7044 |
110
- | No log | 1.8154 | 118 | 0.4799 | 0.6438 | 0.4799 | 0.6928 |
111
- | No log | 1.8462 | 120 | 0.4640 | 0.6009 | 0.4640 | 0.6812 |
112
- | No log | 1.8769 | 122 | 0.5218 | 0.5524 | 0.5218 | 0.7223 |
113
- | No log | 1.9077 | 124 | 0.4854 | 0.5765 | 0.4854 | 0.6967 |
114
- | No log | 1.9385 | 126 | 0.4869 | 0.5765 | 0.4869 | 0.6978 |
115
- | No log | 1.9692 | 128 | 0.4289 | 0.5939 | 0.4289 | 0.6549 |
116
- | No log | 2.0 | 130 | 0.4091 | 0.5711 | 0.4091 | 0.6396 |
117
- | No log | 2.0308 | 132 | 0.4448 | 0.6201 | 0.4448 | 0.6670 |
118
- | No log | 2.0615 | 134 | 0.5093 | 0.6475 | 0.5093 | 0.7136 |
119
- | No log | 2.0923 | 136 | 0.4155 | 0.6530 | 0.4155 | 0.6446 |
120
- | No log | 2.1231 | 138 | 0.4113 | 0.6446 | 0.4113 | 0.6413 |
121
- | No log | 2.1538 | 140 | 0.4189 | 0.6641 | 0.4189 | 0.6472 |
122
- | No log | 2.1846 | 142 | 0.4460 | 0.6782 | 0.4460 | 0.6679 |
123
- | No log | 2.2154 | 144 | 0.4872 | 0.6624 | 0.4872 | 0.6980 |
124
- | No log | 2.2462 | 146 | 0.4858 | 0.6548 | 0.4858 | 0.6970 |
125
- | No log | 2.2769 | 148 | 0.4526 | 0.6612 | 0.4526 | 0.6727 |
126
- | No log | 2.3077 | 150 | 0.4494 | 0.6537 | 0.4494 | 0.6704 |
127
- | No log | 2.3385 | 152 | 0.4148 | 0.6672 | 0.4148 | 0.6441 |
128
- | No log | 2.3692 | 154 | 0.4831 | 0.6074 | 0.4831 | 0.6950 |
129
- | No log | 2.4 | 156 | 0.4939 | 0.6354 | 0.4939 | 0.7028 |
130
- | No log | 2.4308 | 158 | 0.4440 | 0.5796 | 0.4440 | 0.6663 |
131
- | No log | 2.4615 | 160 | 0.5319 | 0.5918 | 0.5319 | 0.7293 |
132
- | No log | 2.4923 | 162 | 0.5761 | 0.5481 | 0.5761 | 0.7590 |
133
- | No log | 2.5231 | 164 | 0.5038 | 0.4997 | 0.5038 | 0.7098 |
134
- | No log | 2.5538 | 166 | 0.4395 | 0.6517 | 0.4395 | 0.6630 |
135
- | No log | 2.5846 | 168 | 0.4422 | 0.6344 | 0.4422 | 0.6650 |
136
- | No log | 2.6154 | 170 | 0.4578 | 0.6047 | 0.4578 | 0.6766 |
137
- | No log | 2.6462 | 172 | 0.4200 | 0.6741 | 0.4200 | 0.6481 |
138
- | No log | 2.6769 | 174 | 0.4411 | 0.6552 | 0.4411 | 0.6642 |
139
- | No log | 2.7077 | 176 | 0.4601 | 0.6360 | 0.4601 | 0.6783 |
140
- | No log | 2.7385 | 178 | 0.4335 | 0.6771 | 0.4335 | 0.6584 |
141
- | No log | 2.7692 | 180 | 0.5454 | 0.6283 | 0.5454 | 0.7385 |
142
- | No log | 2.8 | 182 | 0.4955 | 0.6079 | 0.4955 | 0.7039 |
143
- | No log | 2.8308 | 184 | 0.4271 | 0.6010 | 0.4271 | 0.6535 |
144
- | No log | 2.8615 | 186 | 0.5032 | 0.5291 | 0.5032 | 0.7093 |
145
- | No log | 2.8923 | 188 | 0.4844 | 0.6058 | 0.4844 | 0.6960 |
146
- | No log | 2.9231 | 190 | 0.4474 | 0.6038 | 0.4474 | 0.6689 |
147
- | No log | 2.9538 | 192 | 0.4462 | 0.6477 | 0.4462 | 0.6680 |
148
- | No log | 2.9846 | 194 | 0.4696 | 0.6431 | 0.4696 | 0.6853 |
149
- | No log | 3.0154 | 196 | 0.4415 | 0.7208 | 0.4415 | 0.6645 |
150
- | No log | 3.0462 | 198 | 0.4936 | 0.5546 | 0.4936 | 0.7026 |
151
- | No log | 3.0769 | 200 | 0.4544 | 0.6623 | 0.4544 | 0.6741 |
152
- | No log | 3.1077 | 202 | 0.5013 | 0.6442 | 0.5013 | 0.7080 |
153
- | No log | 3.1385 | 204 | 0.4937 | 0.6330 | 0.4937 | 0.7026 |
154
- | No log | 3.1692 | 206 | 0.4408 | 0.6001 | 0.4408 | 0.6640 |
155
- | No log | 3.2 | 208 | 0.5072 | 0.5307 | 0.5072 | 0.7122 |
156
- | No log | 3.2308 | 210 | 0.5343 | 0.5307 | 0.5343 | 0.7310 |
157
- | No log | 3.2615 | 212 | 0.4584 | 0.6038 | 0.4584 | 0.6771 |
158
- | No log | 3.2923 | 214 | 0.4223 | 0.6770 | 0.4223 | 0.6499 |
159
- | No log | 3.3231 | 216 | 0.6031 | 0.5749 | 0.6031 | 0.7766 |
160
- | No log | 3.3538 | 218 | 0.6679 | 0.4852 | 0.6679 | 0.8172 |
161
- | No log | 3.3846 | 220 | 0.5380 | 0.5922 | 0.5380 | 0.7335 |
162
- | No log | 3.4154 | 222 | 0.4308 | 0.7004 | 0.4308 | 0.6564 |
163
- | No log | 3.4462 | 224 | 0.4529 | 0.6438 | 0.4529 | 0.6730 |
164
- | No log | 3.4769 | 226 | 0.4383 | 0.6434 | 0.4383 | 0.6620 |
165
- | No log | 3.5077 | 228 | 0.4163 | 0.7496 | 0.4163 | 0.6452 |
166
- | No log | 3.5385 | 230 | 0.5234 | 0.6074 | 0.5234 | 0.7234 |
167
- | No log | 3.5692 | 232 | 0.6044 | 0.5529 | 0.6044 | 0.7775 |
168
- | No log | 3.6 | 234 | 0.5106 | 0.6074 | 0.5106 | 0.7146 |
169
- | No log | 3.6308 | 236 | 0.4244 | 0.7496 | 0.4244 | 0.6515 |
170
- | No log | 3.6615 | 238 | 0.4890 | 0.5908 | 0.4890 | 0.6993 |
171
- | No log | 3.6923 | 240 | 0.4974 | 0.6025 | 0.4974 | 0.7053 |
172
- | No log | 3.7231 | 242 | 0.4344 | 0.6214 | 0.4344 | 0.6591 |
173
- | No log | 3.7538 | 244 | 0.4312 | 0.6964 | 0.4312 | 0.6567 |
174
- | No log | 3.7846 | 246 | 0.5090 | 0.6061 | 0.5090 | 0.7135 |
175
- | No log | 3.8154 | 248 | 0.5436 | 0.6181 | 0.5436 | 0.7373 |
176
- | No log | 3.8462 | 250 | 0.4793 | 0.5678 | 0.4793 | 0.6923 |
177
- | No log | 3.8769 | 252 | 0.4625 | 0.6918 | 0.4625 | 0.6801 |
178
- | No log | 3.9077 | 254 | 0.4821 | 0.6038 | 0.4821 | 0.6943 |
179
- | No log | 3.9385 | 256 | 0.4754 | 0.6018 | 0.4754 | 0.6895 |
180
- | No log | 3.9692 | 258 | 0.4551 | 0.5703 | 0.4551 | 0.6746 |
181
- | No log | 4.0 | 260 | 0.4585 | 0.6214 | 0.4585 | 0.6771 |
182
- | No log | 4.0308 | 262 | 0.4773 | 0.6032 | 0.4773 | 0.6909 |
183
- | No log | 4.0615 | 264 | 0.4701 | 0.6197 | 0.4701 | 0.6856 |
184
- | No log | 4.0923 | 266 | 0.4854 | 0.6688 | 0.4854 | 0.6967 |
185
- | No log | 4.1231 | 268 | 0.5010 | 0.6156 | 0.5010 | 0.7078 |
186
- | No log | 4.1538 | 270 | 0.5129 | 0.6079 | 0.5129 | 0.7162 |
187
- | No log | 4.1846 | 272 | 0.5219 | 0.6141 | 0.5219 | 0.7225 |
188
- | No log | 4.2154 | 274 | 0.5012 | 0.6182 | 0.5012 | 0.7079 |
189
- | No log | 4.2462 | 276 | 0.4742 | 0.5125 | 0.4742 | 0.6886 |
190
- | No log | 4.2769 | 278 | 0.4808 | 0.5770 | 0.4808 | 0.6934 |
191
- | No log | 4.3077 | 280 | 0.5728 | 0.5814 | 0.5728 | 0.7568 |
192
- | No log | 4.3385 | 282 | 0.5765 | 0.5895 | 0.5765 | 0.7593 |
193
- | No log | 4.3692 | 284 | 0.4838 | 0.5619 | 0.4838 | 0.6955 |
194
- | No log | 4.4 | 286 | 0.4281 | 0.5965 | 0.4281 | 0.6543 |
195
- | No log | 4.4308 | 288 | 0.4726 | 0.6141 | 0.4726 | 0.6874 |
196
- | No log | 4.4615 | 290 | 0.4958 | 0.5657 | 0.4958 | 0.7042 |
197
- | No log | 4.4923 | 292 | 0.4498 | 0.6330 | 0.4498 | 0.6707 |
198
- | No log | 4.5231 | 294 | 0.4341 | 0.6228 | 0.4341 | 0.6589 |
199
- | No log | 4.5538 | 296 | 0.4946 | 0.6004 | 0.4946 | 0.7033 |
200
- | No log | 4.5846 | 298 | 0.5434 | 0.5275 | 0.5434 | 0.7371 |
201
- | No log | 4.6154 | 300 | 0.4919 | 0.6004 | 0.4919 | 0.7014 |
202
- | No log | 4.6462 | 302 | 0.4420 | 0.5831 | 0.4420 | 0.6648 |
203
- | No log | 4.6769 | 304 | 0.4654 | 0.5702 | 0.4654 | 0.6822 |
204
- | No log | 4.7077 | 306 | 0.4883 | 0.6248 | 0.4883 | 0.6988 |
205
- | No log | 4.7385 | 308 | 0.4702 | 0.5966 | 0.4702 | 0.6857 |
206
- | No log | 4.7692 | 310 | 0.4817 | 0.6559 | 0.4817 | 0.6941 |
207
- | No log | 4.8 | 312 | 0.5190 | 0.5962 | 0.5190 | 0.7204 |
208
- | No log | 4.8308 | 314 | 0.4492 | 0.6438 | 0.4492 | 0.6702 |
209
- | No log | 4.8615 | 316 | 0.4211 | 0.6924 | 0.4211 | 0.6489 |
210
- | No log | 4.8923 | 318 | 0.4221 | 0.7415 | 0.4221 | 0.6497 |
211
- | No log | 4.9231 | 320 | 0.4312 | 0.7302 | 0.4312 | 0.6567 |
212
- | No log | 4.9538 | 322 | 0.4469 | 0.6720 | 0.4469 | 0.6685 |
213
- | No log | 4.9846 | 324 | 0.4441 | 0.6923 | 0.4441 | 0.6664 |
214
- | No log | 5.0154 | 326 | 0.4535 | 0.7475 | 0.4535 | 0.6734 |
215
- | No log | 5.0462 | 328 | 0.4920 | 0.6434 | 0.4920 | 0.7014 |
216
- | No log | 5.0769 | 330 | 0.4913 | 0.6434 | 0.4913 | 0.7010 |
217
- | No log | 5.1077 | 332 | 0.4879 | 0.6570 | 0.4879 | 0.6985 |
218
- | No log | 5.1385 | 334 | 0.5271 | 0.6633 | 0.5271 | 0.7260 |
219
- | No log | 5.1692 | 336 | 0.5720 | 0.6450 | 0.5720 | 0.7563 |
220
- | No log | 5.2 | 338 | 0.5303 | 0.6304 | 0.5303 | 0.7282 |
221
- | No log | 5.2308 | 340 | 0.5093 | 0.6245 | 0.5093 | 0.7137 |
222
- | No log | 5.2615 | 342 | 0.5338 | 0.5724 | 0.5338 | 0.7306 |
223
- | No log | 5.2923 | 344 | 0.5236 | 0.5795 | 0.5236 | 0.7236 |
224
- | No log | 5.3231 | 346 | 0.4807 | 0.6481 | 0.4807 | 0.6933 |
225
- | No log | 5.3538 | 348 | 0.4966 | 0.6052 | 0.4966 | 0.7047 |
226
- | No log | 5.3846 | 350 | 0.5363 | 0.5756 | 0.5363 | 0.7323 |
227
- | No log | 5.4154 | 352 | 0.5202 | 0.5845 | 0.5202 | 0.7213 |
228
- | No log | 5.4462 | 354 | 0.4961 | 0.6046 | 0.4961 | 0.7043 |
229
- | No log | 5.4769 | 356 | 0.4968 | 0.5549 | 0.4968 | 0.7048 |
230
- | No log | 5.5077 | 358 | 0.4968 | 0.5831 | 0.4968 | 0.7048 |
231
- | No log | 5.5385 | 360 | 0.5252 | 0.5923 | 0.5252 | 0.7247 |
232
- | No log | 5.5692 | 362 | 0.6245 | 0.5342 | 0.6245 | 0.7902 |
233
- | No log | 5.6 | 364 | 0.6472 | 0.5748 | 0.6472 | 0.8045 |
234
- | No log | 5.6308 | 366 | 0.5735 | 0.5942 | 0.5735 | 0.7573 |
235
- | No log | 5.6615 | 368 | 0.5153 | 0.6298 | 0.5153 | 0.7178 |
236
- | No log | 5.6923 | 370 | 0.4948 | 0.5966 | 0.4948 | 0.7034 |
237
- | No log | 5.7231 | 372 | 0.4767 | 0.6020 | 0.4767 | 0.6904 |
238
- | No log | 5.7538 | 374 | 0.4688 | 0.5751 | 0.4688 | 0.6847 |
239
- | No log | 5.7846 | 376 | 0.4568 | 0.5826 | 0.4568 | 0.6758 |
240
- | No log | 5.8154 | 378 | 0.4471 | 0.6156 | 0.4471 | 0.6687 |
241
- | No log | 5.8462 | 380 | 0.4442 | 0.6024 | 0.4442 | 0.6665 |
242
- | No log | 5.8769 | 382 | 0.4603 | 0.6414 | 0.4603 | 0.6784 |
243
- | No log | 5.9077 | 384 | 0.4701 | 0.6414 | 0.4701 | 0.6857 |
244
- | No log | 5.9385 | 386 | 0.4608 | 0.6517 | 0.4608 | 0.6788 |
245
- | No log | 5.9692 | 388 | 0.4585 | 0.5457 | 0.4585 | 0.6772 |
246
- | No log | 6.0 | 390 | 0.4959 | 0.5153 | 0.4959 | 0.7042 |
247
- | No log | 6.0308 | 392 | 0.5528 | 0.5178 | 0.5528 | 0.7435 |
248
- | No log | 6.0615 | 394 | 0.5790 | 0.5721 | 0.5790 | 0.7609 |
249
- | No log | 6.0923 | 396 | 0.5580 | 0.5822 | 0.5580 | 0.7470 |
250
- | No log | 6.1231 | 398 | 0.5789 | 0.5892 | 0.5789 | 0.7608 |
251
- | No log | 6.1538 | 400 | 0.6070 | 0.6626 | 0.6070 | 0.7791 |
252
- | No log | 6.1846 | 402 | 0.5610 | 0.6411 | 0.5610 | 0.7490 |
253
- | No log | 6.2154 | 404 | 0.5106 | 0.6837 | 0.5106 | 0.7146 |
254
- | No log | 6.2462 | 406 | 0.4931 | 0.6827 | 0.4931 | 0.7022 |
255
- | No log | 6.2769 | 408 | 0.5240 | 0.5872 | 0.5240 | 0.7239 |
256
- | No log | 6.3077 | 410 | 0.5893 | 0.6032 | 0.5893 | 0.7677 |
257
- | No log | 6.3385 | 412 | 0.6352 | 0.5944 | 0.6352 | 0.7970 |
258
- | No log | 6.3692 | 414 | 0.5991 | 0.5944 | 0.5991 | 0.7740 |
259
- | No log | 6.4 | 416 | 0.5032 | 0.6214 | 0.5032 | 0.7093 |
260
- | No log | 6.4308 | 418 | 0.4543 | 0.5677 | 0.4543 | 0.6740 |
261
- | No log | 6.4615 | 420 | 0.4496 | 0.5979 | 0.4496 | 0.6706 |
262
- | No log | 6.4923 | 422 | 0.4483 | 0.6184 | 0.4483 | 0.6696 |
263
- | No log | 6.5231 | 424 | 0.4563 | 0.6541 | 0.4563 | 0.6755 |
264
- | No log | 6.5538 | 426 | 0.4613 | 0.6730 | 0.4613 | 0.6792 |
265
- | No log | 6.5846 | 428 | 0.4562 | 0.6837 | 0.4562 | 0.6755 |
266
- | No log | 6.6154 | 430 | 0.4706 | 0.6683 | 0.4706 | 0.6860 |
267
- | No log | 6.6462 | 432 | 0.4611 | 0.6860 | 0.4611 | 0.6791 |
268
- | No log | 6.6769 | 434 | 0.4643 | 0.6651 | 0.4643 | 0.6814 |
269
- | No log | 6.7077 | 436 | 0.4930 | 0.6152 | 0.4930 | 0.7021 |
270
- | No log | 6.7385 | 438 | 0.4751 | 0.6398 | 0.4751 | 0.6893 |
271
- | No log | 6.7692 | 440 | 0.4821 | 0.6953 | 0.4821 | 0.6943 |
272
- | No log | 6.8 | 442 | 0.5242 | 0.6169 | 0.5242 | 0.7240 |
273
- | No log | 6.8308 | 444 | 0.5770 | 0.5400 | 0.5770 | 0.7596 |
274
- | No log | 6.8615 | 446 | 0.5275 | 0.5470 | 0.5275 | 0.7263 |
275
- | No log | 6.8923 | 448 | 0.4578 | 0.5714 | 0.4578 | 0.6766 |
276
- | No log | 6.9231 | 450 | 0.4775 | 0.6517 | 0.4775 | 0.6910 |
277
- | No log | 6.9538 | 452 | 0.5597 | 0.5698 | 0.5597 | 0.7482 |
278
- | No log | 6.9846 | 454 | 0.6149 | 0.4815 | 0.6149 | 0.7842 |
279
- | No log | 7.0154 | 456 | 0.5882 | 0.4919 | 0.5882 | 0.7669 |
280
- | No log | 7.0462 | 458 | 0.5433 | 0.3976 | 0.5433 | 0.7371 |
281
- | No log | 7.0769 | 460 | 0.5059 | 0.5003 | 0.5059 | 0.7113 |
282
- | No log | 7.1077 | 462 | 0.4818 | 0.5267 | 0.4818 | 0.6941 |
283
- | No log | 7.1385 | 464 | 0.4577 | 0.5539 | 0.4577 | 0.6765 |
284
- | No log | 7.1692 | 466 | 0.4340 | 0.6017 | 0.4340 | 0.6588 |
285
- | No log | 7.2 | 468 | 0.4348 | 0.6017 | 0.4348 | 0.6594 |
286
- | No log | 7.2308 | 470 | 0.4495 | 0.5782 | 0.4495 | 0.6705 |
287
- | No log | 7.2615 | 472 | 0.4616 | 0.5488 | 0.4616 | 0.6794 |
288
- | No log | 7.2923 | 474 | 0.4767 | 0.6517 | 0.4767 | 0.6905 |
289
- | No log | 7.3231 | 476 | 0.5062 | 0.5980 | 0.5062 | 0.7115 |
290
- | No log | 7.3538 | 478 | 0.5188 | 0.5836 | 0.5188 | 0.7203 |
291
- | No log | 7.3846 | 480 | 0.5237 | 0.4052 | 0.5237 | 0.7237 |
292
- | No log | 7.4154 | 482 | 0.5140 | 0.4322 | 0.5140 | 0.7170 |
293
- | No log | 7.4462 | 484 | 0.4822 | 0.5042 | 0.4822 | 0.6944 |
294
- | No log | 7.4769 | 486 | 0.4666 | 0.6517 | 0.4666 | 0.6831 |
295
- | No log | 7.5077 | 488 | 0.4925 | 0.6214 | 0.4925 | 0.7018 |
296
- | No log | 7.5385 | 490 | 0.5111 | 0.6025 | 0.5111 | 0.7149 |
297
- | No log | 7.5692 | 492 | 0.4723 | 0.6111 | 0.4723 | 0.6873 |
298
- | No log | 7.6 | 494 | 0.4581 | 0.5798 | 0.4581 | 0.6769 |
299
- | No log | 7.6308 | 496 | 0.4692 | 0.6082 | 0.4692 | 0.6850 |
300
- | No log | 7.6615 | 498 | 0.4641 | 0.5945 | 0.4641 | 0.6813 |
301
- | 0.2867 | 7.6923 | 500 | 0.4581 | 0.5556 | 0.4581 | 0.6768 |
302
- | 0.2867 | 7.7231 | 502 | 0.4793 | 0.5235 | 0.4793 | 0.6924 |
303
- | 0.2867 | 7.7538 | 504 | 0.5380 | 0.6038 | 0.5380 | 0.7335 |
304
- | 0.2867 | 7.7846 | 506 | 0.6126 | 0.5227 | 0.6126 | 0.7827 |
305
- | 0.2867 | 7.8154 | 508 | 0.5830 | 0.4808 | 0.5830 | 0.7636 |
306
- | 0.2867 | 7.8462 | 510 | 0.4978 | 0.5736 | 0.4978 | 0.7056 |
307
- | 0.2867 | 7.8769 | 512 | 0.4373 | 0.5286 | 0.4373 | 0.6613 |
308
- | 0.2867 | 7.9077 | 514 | 0.4275 | 0.5556 | 0.4275 | 0.6539 |
309
- | 0.2867 | 7.9385 | 516 | 0.4196 | 0.5798 | 0.4196 | 0.6478 |
310
- | 0.2867 | 7.9692 | 518 | 0.4153 | 0.6032 | 0.4153 | 0.6445 |
311
- | 0.2867 | 8.0 | 520 | 0.4158 | 0.6736 | 0.4158 | 0.6448 |
312
- | 0.2867 | 8.0308 | 522 | 0.4435 | 0.6321 | 0.4435 | 0.6660 |
313
- | 0.2867 | 8.0615 | 524 | 0.4536 | 0.6321 | 0.4536 | 0.6735 |
314
- | 0.2867 | 8.0923 | 526 | 0.4279 | 0.6518 | 0.4279 | 0.6541 |
315
- | 0.2867 | 8.1231 | 528 | 0.4067 | 0.7123 | 0.4067 | 0.6377 |
316
- | 0.2867 | 8.1538 | 530 | 0.4188 | 0.6514 | 0.4188 | 0.6471 |
317
- | 0.2867 | 8.1846 | 532 | 0.4381 | 0.6514 | 0.4381 | 0.6619 |
318
- | 0.2867 | 8.2154 | 534 | 0.4191 | 0.6514 | 0.4191 | 0.6474 |
319
- | 0.2867 | 8.2462 | 536 | 0.4145 | 0.7191 | 0.4145 | 0.6439 |
320
- | 0.2867 | 8.2769 | 538 | 0.4167 | 0.6993 | 0.4167 | 0.6455 |
321
- | 0.2867 | 8.3077 | 540 | 0.4107 | 0.7012 | 0.4107 | 0.6408 |
322
- | 0.2867 | 8.3385 | 542 | 0.3918 | 0.7033 | 0.3918 | 0.6260 |
323
- | 0.2867 | 8.3692 | 544 | 0.3896 | 0.6648 | 0.3896 | 0.6242 |
324
- | 0.2867 | 8.4 | 546 | 0.3955 | 0.6648 | 0.3955 | 0.6289 |
325
- | 0.2867 | 8.4308 | 548 | 0.4026 | 0.5930 | 0.4026 | 0.6345 |
326
- | 0.2867 | 8.4615 | 550 | 0.4012 | 0.6745 | 0.4012 | 0.6334 |
327
- | 0.2867 | 8.4923 | 552 | 0.4172 | 0.6721 | 0.4172 | 0.6459 |
328
- | 0.2867 | 8.5231 | 554 | 0.4373 | 0.6503 | 0.4373 | 0.6613 |
329
- | 0.2867 | 8.5538 | 556 | 0.4449 | 0.6503 | 0.4449 | 0.6670 |
330
- | 0.2867 | 8.5846 | 558 | 0.4317 | 0.6200 | 0.4317 | 0.6571 |
331
- | 0.2867 | 8.6154 | 560 | 0.4341 | 0.5556 | 0.4341 | 0.6589 |
332
- | 0.2867 | 8.6462 | 562 | 0.4394 | 0.5556 | 0.4394 | 0.6629 |
333
- | 0.2867 | 8.6769 | 564 | 0.4473 | 0.5556 | 0.4473 | 0.6688 |
334
- | 0.2867 | 8.7077 | 566 | 0.4518 | 0.5765 | 0.4518 | 0.6722 |
335
- | 0.2867 | 8.7385 | 568 | 0.4569 | 0.5556 | 0.4569 | 0.6760 |
336
- | 0.2867 | 8.7692 | 570 | 0.4689 | 0.5475 | 0.4689 | 0.6848 |
337
- | 0.2867 | 8.8 | 572 | 0.4682 | 0.5475 | 0.4682 | 0.6843 |
338
- | 0.2867 | 8.8308 | 574 | 0.4666 | 0.5463 | 0.4666 | 0.6831 |
339
- | 0.2867 | 8.8615 | 576 | 0.4698 | 0.5751 | 0.4698 | 0.6854 |
340
- | 0.2867 | 8.8923 | 578 | 0.4636 | 0.5956 | 0.4636 | 0.6809 |
341
- | 0.2867 | 8.9231 | 580 | 0.4779 | 0.6517 | 0.4779 | 0.6913 |
342
- | 0.2867 | 8.9538 | 582 | 0.4988 | 0.6018 | 0.4988 | 0.7062 |
343
- | 0.2867 | 8.9846 | 584 | 0.5155 | 0.5923 | 0.5155 | 0.7180 |
344
- | 0.2867 | 9.0154 | 586 | 0.4949 | 0.6018 | 0.4949 | 0.7035 |
345
- | 0.2867 | 9.0462 | 588 | 0.4718 | 0.6426 | 0.4718 | 0.6869 |
346
- | 0.2867 | 9.0769 | 590 | 0.4743 | 0.6267 | 0.4743 | 0.6887 |
347
- | 0.2867 | 9.1077 | 592 | 0.4754 | 0.6267 | 0.4754 | 0.6895 |
348
- | 0.2867 | 9.1385 | 594 | 0.4668 | 0.6426 | 0.4668 | 0.6832 |
349
- | 0.2867 | 9.1692 | 596 | 0.4779 | 0.6326 | 0.4779 | 0.6913 |
350
- | 0.2867 | 9.2 | 598 | 0.4966 | 0.6326 | 0.4966 | 0.7047 |
351
- | 0.2867 | 9.2308 | 600 | 0.5340 | 0.5923 | 0.5340 | 0.7308 |
352
- | 0.2867 | 9.2615 | 602 | 0.5905 | 0.5362 | 0.5905 | 0.7685 |
353
- | 0.2867 | 9.2923 | 604 | 0.6382 | 0.4880 | 0.6382 | 0.7989 |
354
- | 0.2867 | 9.3231 | 606 | 0.6116 | 0.5345 | 0.6116 | 0.7820 |
355
- | 0.2867 | 9.3538 | 608 | 0.5346 | 0.5923 | 0.5346 | 0.7312 |
356
- | 0.2867 | 9.3846 | 610 | 0.5018 | 0.6517 | 0.5018 | 0.7084 |
357
- | 0.2867 | 9.4154 | 612 | 0.4995 | 0.6142 | 0.4995 | 0.7068 |
358
- | 0.2867 | 9.4462 | 614 | 0.5033 | 0.6142 | 0.5033 | 0.7094 |
359
- | 0.2867 | 9.4769 | 616 | 0.5070 | 0.6142 | 0.5070 | 0.7121 |
360
- | 0.2867 | 9.5077 | 618 | 0.5010 | 0.6142 | 0.5010 | 0.7078 |
361
- | 0.2867 | 9.5385 | 620 | 0.4936 | 0.6142 | 0.4936 | 0.7026 |
362
- | 0.2867 | 9.5692 | 622 | 0.4912 | 0.6632 | 0.4912 | 0.7009 |
363
- | 0.2867 | 9.6 | 624 | 0.4864 | 0.6228 | 0.4864 | 0.6974 |
364
- | 0.2867 | 9.6308 | 626 | 0.4840 | 0.6255 | 0.4840 | 0.6957 |
365
- | 0.2867 | 9.6615 | 628 | 0.5040 | 0.5248 | 0.5040 | 0.7100 |
366
- | 0.2867 | 9.6923 | 630 | 0.5285 | 0.4913 | 0.5285 | 0.7270 |
367
- | 0.2867 | 9.7231 | 632 | 0.5221 | 0.5046 | 0.5221 | 0.7225 |
368
- | 0.2867 | 9.7538 | 634 | 0.5080 | 0.5397 | 0.5080 | 0.7128 |
369
- | 0.2867 | 9.7846 | 636 | 0.5058 | 0.5133 | 0.5058 | 0.7112 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
370
 
371
 
372
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_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_run1_AugV5_k14_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: 0.4303
19
+ - Qwk: 0.5798
20
+ - Mse: 0.4303
21
+ - Rmse: 0.6560
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 2.4190 | -0.0136 | 2.4190 | 1.5553 |
53
+ | No log | 0.0571 | 4 | 1.3078 | 0.1463 | 1.3078 | 1.1436 |
54
+ | No log | 0.0857 | 6 | 0.7027 | 0.1365 | 0.7027 | 0.8383 |
55
+ | No log | 0.1143 | 8 | 0.7410 | 0.1094 | 0.7410 | 0.8608 |
56
+ | No log | 0.1429 | 10 | 0.7346 | 0.3594 | 0.7346 | 0.8571 |
57
+ | No log | 0.1714 | 12 | 0.7473 | 0.3105 | 0.7473 | 0.8645 |
58
+ | No log | 0.2 | 14 | 0.6299 | 0.1981 | 0.6299 | 0.7937 |
59
+ | No log | 0.2286 | 16 | 0.8073 | 0.2736 | 0.8073 | 0.8985 |
60
+ | No log | 0.2571 | 18 | 1.1111 | 0.3309 | 1.1111 | 1.0541 |
61
+ | No log | 0.2857 | 20 | 0.9445 | 0.3239 | 0.9445 | 0.9719 |
62
+ | No log | 0.3143 | 22 | 0.7295 | 0.2977 | 0.7295 | 0.8541 |
63
+ | No log | 0.3429 | 24 | 0.5677 | 0.4585 | 0.5677 | 0.7535 |
64
+ | No log | 0.3714 | 26 | 0.6331 | 0.3763 | 0.6331 | 0.7957 |
65
+ | No log | 0.4 | 28 | 0.6066 | 0.4468 | 0.6066 | 0.7788 |
66
+ | No log | 0.4286 | 30 | 0.5863 | 0.4752 | 0.5863 | 0.7657 |
67
+ | No log | 0.4571 | 32 | 0.5855 | 0.4795 | 0.5855 | 0.7652 |
68
+ | No log | 0.4857 | 34 | 0.5677 | 0.4795 | 0.5677 | 0.7534 |
69
+ | No log | 0.5143 | 36 | 0.5949 | 0.4517 | 0.5949 | 0.7713 |
70
+ | No log | 0.5429 | 38 | 0.6818 | 0.2825 | 0.6818 | 0.8257 |
71
+ | No log | 0.5714 | 40 | 0.6324 | 0.3425 | 0.6324 | 0.7952 |
72
+ | No log | 0.6 | 42 | 0.6809 | 0.3899 | 0.6809 | 0.8252 |
73
+ | No log | 0.6286 | 44 | 0.5840 | 0.4182 | 0.5840 | 0.7642 |
74
+ | No log | 0.6571 | 46 | 0.5528 | 0.4548 | 0.5528 | 0.7435 |
75
+ | No log | 0.6857 | 48 | 0.5374 | 0.5397 | 0.5374 | 0.7331 |
76
+ | No log | 0.7143 | 50 | 0.5733 | 0.5569 | 0.5733 | 0.7572 |
77
+ | No log | 0.7429 | 52 | 0.7227 | 0.5067 | 0.7227 | 0.8501 |
78
+ | No log | 0.7714 | 54 | 0.6995 | 0.4646 | 0.6995 | 0.8363 |
79
+ | No log | 0.8 | 56 | 0.5121 | 0.6029 | 0.5121 | 0.7156 |
80
+ | No log | 0.8286 | 58 | 0.5173 | 0.5317 | 0.5173 | 0.7193 |
81
+ | No log | 0.8571 | 60 | 0.5821 | 0.5400 | 0.5821 | 0.7630 |
82
+ | No log | 0.8857 | 62 | 0.4845 | 0.6349 | 0.4845 | 0.6961 |
83
+ | No log | 0.9143 | 64 | 0.5384 | 0.6251 | 0.5384 | 0.7338 |
84
+ | No log | 0.9429 | 66 | 0.5844 | 0.5779 | 0.5844 | 0.7644 |
85
+ | No log | 0.9714 | 68 | 0.4433 | 0.7253 | 0.4433 | 0.6658 |
86
+ | No log | 1.0 | 70 | 0.4394 | 0.7253 | 0.4394 | 0.6629 |
87
+ | No log | 1.0286 | 72 | 0.4439 | 0.7040 | 0.4439 | 0.6662 |
88
+ | No log | 1.0571 | 74 | 0.4219 | 0.7119 | 0.4219 | 0.6495 |
89
+ | No log | 1.0857 | 76 | 0.4172 | 0.6503 | 0.4172 | 0.6459 |
90
+ | No log | 1.1143 | 78 | 0.6235 | 0.3933 | 0.6235 | 0.7896 |
91
+ | No log | 1.1429 | 80 | 0.6523 | 0.3889 | 0.6523 | 0.8077 |
92
+ | No log | 1.1714 | 82 | 0.4674 | 0.6330 | 0.4674 | 0.6837 |
93
+ | No log | 1.2 | 84 | 0.4587 | 0.5512 | 0.4587 | 0.6773 |
94
+ | No log | 1.2286 | 86 | 0.5064 | 0.5497 | 0.5064 | 0.7116 |
95
+ | No log | 1.2571 | 88 | 0.4245 | 0.6101 | 0.4245 | 0.6515 |
96
+ | No log | 1.2857 | 90 | 0.4059 | 0.6200 | 0.4059 | 0.6371 |
97
+ | No log | 1.3143 | 92 | 0.4116 | 0.6127 | 0.4116 | 0.6415 |
98
+ | No log | 1.3429 | 94 | 0.3942 | 0.6863 | 0.3942 | 0.6279 |
99
+ | No log | 1.3714 | 96 | 0.4047 | 0.6623 | 0.4047 | 0.6362 |
100
+ | No log | 1.4 | 98 | 0.4149 | 0.6503 | 0.4149 | 0.6442 |
101
+ | No log | 1.4286 | 100 | 0.4556 | 0.6900 | 0.4556 | 0.6749 |
102
+ | No log | 1.4571 | 102 | 0.4152 | 0.6762 | 0.4152 | 0.6444 |
103
+ | No log | 1.4857 | 104 | 0.4187 | 0.6678 | 0.4187 | 0.6471 |
104
+ | No log | 1.5143 | 106 | 0.4067 | 0.6623 | 0.4067 | 0.6377 |
105
+ | No log | 1.5429 | 108 | 0.4186 | 0.6787 | 0.4186 | 0.6470 |
106
+ | No log | 1.5714 | 110 | 0.4892 | 0.6300 | 0.4892 | 0.6994 |
107
+ | No log | 1.6 | 112 | 0.5275 | 0.5792 | 0.5275 | 0.7263 |
108
+ | No log | 1.6286 | 114 | 0.5149 | 0.6077 | 0.5149 | 0.7176 |
109
+ | No log | 1.6571 | 116 | 0.4902 | 0.6132 | 0.4902 | 0.7001 |
110
+ | No log | 1.6857 | 118 | 0.4366 | 0.6777 | 0.4366 | 0.6608 |
111
+ | No log | 1.7143 | 120 | 0.7367 | 0.5885 | 0.7367 | 0.8583 |
112
+ | No log | 1.7429 | 122 | 0.6324 | 0.5688 | 0.6324 | 0.7952 |
113
+ | No log | 1.7714 | 124 | 0.4187 | 0.5703 | 0.4187 | 0.6471 |
114
+ | No log | 1.8 | 126 | 0.4361 | 0.5960 | 0.4361 | 0.6604 |
115
+ | No log | 1.8286 | 128 | 0.4806 | 0.6526 | 0.4806 | 0.6933 |
116
+ | No log | 1.8571 | 130 | 0.4540 | 0.6688 | 0.4540 | 0.6738 |
117
+ | No log | 1.8857 | 132 | 0.4497 | 0.6709 | 0.4497 | 0.6706 |
118
+ | No log | 1.9143 | 134 | 0.4633 | 0.6434 | 0.4633 | 0.6806 |
119
+ | No log | 1.9429 | 136 | 0.5763 | 0.5750 | 0.5763 | 0.7591 |
120
+ | No log | 1.9714 | 138 | 0.4941 | 0.6068 | 0.4941 | 0.7029 |
121
+ | No log | 2.0 | 140 | 0.4317 | 0.6467 | 0.4317 | 0.6570 |
122
+ | No log | 2.0286 | 142 | 0.4782 | 0.6223 | 0.4782 | 0.6915 |
123
+ | No log | 2.0571 | 144 | 0.4469 | 0.6168 | 0.4469 | 0.6685 |
124
+ | No log | 2.0857 | 146 | 0.4416 | 0.6759 | 0.4416 | 0.6645 |
125
+ | No log | 2.1143 | 148 | 0.4545 | 0.6672 | 0.4545 | 0.6742 |
126
+ | No log | 2.1429 | 150 | 0.5394 | 0.6259 | 0.5394 | 0.7344 |
127
+ | No log | 2.1714 | 152 | 0.6769 | 0.5522 | 0.6769 | 0.8228 |
128
+ | No log | 2.2 | 154 | 0.6279 | 0.5746 | 0.6279 | 0.7924 |
129
+ | No log | 2.2286 | 156 | 0.5152 | 0.6749 | 0.5152 | 0.7178 |
130
+ | No log | 2.2571 | 158 | 0.5622 | 0.5775 | 0.5622 | 0.7498 |
131
+ | No log | 2.2857 | 160 | 0.5838 | 0.5688 | 0.5838 | 0.7641 |
132
+ | No log | 2.3143 | 162 | 0.4955 | 0.6434 | 0.4955 | 0.7039 |
133
+ | No log | 2.3429 | 164 | 0.5241 | 0.6108 | 0.5241 | 0.7239 |
134
+ | No log | 2.3714 | 166 | 0.7694 | 0.4413 | 0.7694 | 0.8771 |
135
+ | No log | 2.4 | 168 | 0.7922 | 0.4413 | 0.7922 | 0.8900 |
136
+ | No log | 2.4286 | 170 | 0.6170 | 0.4756 | 0.6170 | 0.7855 |
137
+ | No log | 2.4571 | 172 | 0.4524 | 0.6046 | 0.4524 | 0.6726 |
138
+ | No log | 2.4857 | 174 | 0.5156 | 0.6497 | 0.5156 | 0.7181 |
139
+ | No log | 2.5143 | 176 | 0.5758 | 0.5827 | 0.5758 | 0.7588 |
140
+ | No log | 2.5429 | 178 | 0.4948 | 0.6322 | 0.4948 | 0.7034 |
141
+ | No log | 2.5714 | 180 | 0.4195 | 0.6727 | 0.4195 | 0.6477 |
142
+ | No log | 2.6 | 182 | 0.5177 | 0.6218 | 0.5177 | 0.7195 |
143
+ | No log | 2.6286 | 184 | 0.5721 | 0.5401 | 0.5721 | 0.7564 |
144
+ | No log | 2.6571 | 186 | 0.4880 | 0.6218 | 0.4880 | 0.6985 |
145
+ | No log | 2.6857 | 188 | 0.4143 | 0.7080 | 0.4143 | 0.6437 |
146
+ | No log | 2.7143 | 190 | 0.4469 | 0.6992 | 0.4469 | 0.6685 |
147
+ | No log | 2.7429 | 192 | 0.4482 | 0.6372 | 0.4482 | 0.6695 |
148
+ | No log | 2.7714 | 194 | 0.4267 | 0.6797 | 0.4267 | 0.6532 |
149
+ | No log | 2.8 | 196 | 0.4180 | 0.6709 | 0.4180 | 0.6465 |
150
+ | No log | 2.8286 | 198 | 0.4398 | 0.6068 | 0.4398 | 0.6632 |
151
+ | No log | 2.8571 | 200 | 0.4718 | 0.5781 | 0.4718 | 0.6869 |
152
+ | No log | 2.8857 | 202 | 0.4371 | 0.6255 | 0.4371 | 0.6612 |
153
+ | No log | 2.9143 | 204 | 0.4475 | 0.6601 | 0.4475 | 0.6690 |
154
+ | No log | 2.9429 | 206 | 0.4951 | 0.6681 | 0.4951 | 0.7036 |
155
+ | No log | 2.9714 | 208 | 0.5173 | 0.6497 | 0.5173 | 0.7192 |
156
+ | No log | 3.0 | 210 | 0.4896 | 0.6496 | 0.4896 | 0.6997 |
157
+ | No log | 3.0286 | 212 | 0.4279 | 0.6129 | 0.4279 | 0.6542 |
158
+ | No log | 3.0571 | 214 | 0.4212 | 0.6267 | 0.4212 | 0.6490 |
159
+ | No log | 3.0857 | 216 | 0.4171 | 0.6279 | 0.4171 | 0.6459 |
160
+ | No log | 3.1143 | 218 | 0.4032 | 0.6730 | 0.4032 | 0.6350 |
161
+ | No log | 3.1429 | 220 | 0.3957 | 0.7022 | 0.3957 | 0.6290 |
162
+ | No log | 3.1714 | 222 | 0.3848 | 0.6739 | 0.3848 | 0.6204 |
163
+ | No log | 3.2 | 224 | 0.4083 | 0.6873 | 0.4083 | 0.6390 |
164
+ | No log | 3.2286 | 226 | 0.4560 | 0.6823 | 0.4560 | 0.6753 |
165
+ | No log | 3.2571 | 228 | 0.4940 | 0.6579 | 0.4940 | 0.7028 |
166
+ | No log | 3.2857 | 230 | 0.6076 | 0.5519 | 0.6076 | 0.7795 |
167
+ | No log | 3.3143 | 232 | 0.5009 | 0.6067 | 0.5009 | 0.7077 |
168
+ | No log | 3.3429 | 234 | 0.3876 | 0.6001 | 0.3876 | 0.6226 |
169
+ | No log | 3.3714 | 236 | 0.4412 | 0.6786 | 0.4412 | 0.6643 |
170
+ | No log | 3.4 | 238 | 0.5358 | 0.6290 | 0.5358 | 0.7320 |
171
+ | No log | 3.4286 | 240 | 0.6568 | 0.5108 | 0.6568 | 0.8104 |
172
+ | No log | 3.4571 | 242 | 0.5780 | 0.5667 | 0.5780 | 0.7602 |
173
+ | No log | 3.4857 | 244 | 0.4372 | 0.5605 | 0.4372 | 0.6612 |
174
+ | No log | 3.5143 | 246 | 0.4159 | 0.5930 | 0.4159 | 0.6449 |
175
+ | No log | 3.5429 | 248 | 0.4008 | 0.6357 | 0.4008 | 0.6331 |
176
+ | No log | 3.5714 | 250 | 0.3934 | 0.6455 | 0.3934 | 0.6272 |
177
+ | No log | 3.6 | 252 | 0.4316 | 0.6355 | 0.4316 | 0.6570 |
178
+ | No log | 3.6286 | 254 | 0.4522 | 0.6107 | 0.4522 | 0.6725 |
179
+ | No log | 3.6571 | 256 | 0.4085 | 0.6353 | 0.4085 | 0.6392 |
180
+ | No log | 3.6857 | 258 | 0.3970 | 0.6579 | 0.3970 | 0.6301 |
181
+ | No log | 3.7143 | 260 | 0.4825 | 0.6154 | 0.4825 | 0.6946 |
182
+ | No log | 3.7429 | 262 | 0.5353 | 0.5997 | 0.5353 | 0.7316 |
183
+ | No log | 3.7714 | 264 | 0.4695 | 0.6624 | 0.4695 | 0.6852 |
184
+ | No log | 3.8 | 266 | 0.4024 | 0.7229 | 0.4024 | 0.6343 |
185
+ | No log | 3.8286 | 268 | 0.4157 | 0.7182 | 0.4157 | 0.6447 |
186
+ | No log | 3.8571 | 270 | 0.4004 | 0.7616 | 0.4004 | 0.6328 |
187
+ | No log | 3.8857 | 272 | 0.4223 | 0.7072 | 0.4223 | 0.6499 |
188
+ | No log | 3.9143 | 274 | 0.4706 | 0.6624 | 0.4706 | 0.6860 |
189
+ | No log | 3.9429 | 276 | 0.5419 | 0.5735 | 0.5419 | 0.7361 |
190
+ | No log | 3.9714 | 278 | 0.5159 | 0.6167 | 0.5159 | 0.7183 |
191
+ | No log | 4.0 | 280 | 0.4137 | 0.6661 | 0.4137 | 0.6432 |
192
+ | No log | 4.0286 | 282 | 0.4288 | 0.6200 | 0.4288 | 0.6548 |
193
+ | No log | 4.0571 | 284 | 0.5334 | 0.5042 | 0.5334 | 0.7303 |
194
+ | No log | 4.0857 | 286 | 0.5286 | 0.5042 | 0.5286 | 0.7270 |
195
+ | No log | 4.1143 | 288 | 0.4344 | 0.6200 | 0.4344 | 0.6591 |
196
+ | No log | 4.1429 | 290 | 0.4175 | 0.6257 | 0.4175 | 0.6461 |
197
+ | No log | 4.1714 | 292 | 0.4229 | 0.6047 | 0.4229 | 0.6503 |
198
+ | No log | 4.2 | 294 | 0.4094 | 0.6462 | 0.4094 | 0.6399 |
199
+ | No log | 4.2286 | 296 | 0.4142 | 0.6978 | 0.4142 | 0.6436 |
200
+ | No log | 4.2571 | 298 | 0.4335 | 0.6773 | 0.4335 | 0.6584 |
201
+ | No log | 4.2857 | 300 | 0.4547 | 0.6932 | 0.4547 | 0.6743 |
202
+ | No log | 4.3143 | 302 | 0.4572 | 0.7086 | 0.4572 | 0.6761 |
203
+ | No log | 4.3429 | 304 | 0.5013 | 0.6349 | 0.5013 | 0.7081 |
204
+ | No log | 4.3714 | 306 | 0.4992 | 0.6154 | 0.4992 | 0.7065 |
205
+ | No log | 4.4 | 308 | 0.4425 | 0.6243 | 0.4425 | 0.6652 |
206
+ | No log | 4.4286 | 310 | 0.4608 | 0.5631 | 0.4608 | 0.6789 |
207
+ | No log | 4.4571 | 312 | 0.4868 | 0.5836 | 0.4868 | 0.6977 |
208
+ | No log | 4.4857 | 314 | 0.4955 | 0.5736 | 0.4955 | 0.7039 |
209
+ | No log | 4.5143 | 316 | 0.4377 | 0.6154 | 0.4377 | 0.6616 |
210
+ | No log | 4.5429 | 318 | 0.4298 | 0.6229 | 0.4298 | 0.6556 |
211
+ | No log | 4.5714 | 320 | 0.4560 | 0.6047 | 0.4560 | 0.6753 |
212
+ | No log | 4.6 | 322 | 0.4492 | 0.5960 | 0.4492 | 0.6703 |
213
+ | No log | 4.6286 | 324 | 0.4332 | 0.6924 | 0.4332 | 0.6582 |
214
+ | No log | 4.6571 | 326 | 0.4754 | 0.5442 | 0.4754 | 0.6895 |
215
+ | No log | 4.6857 | 328 | 0.4540 | 0.6518 | 0.4540 | 0.6738 |
216
+ | No log | 4.7143 | 330 | 0.4429 | 0.6370 | 0.4429 | 0.6655 |
217
+ | No log | 4.7429 | 332 | 0.4566 | 0.6370 | 0.4566 | 0.6757 |
218
+ | No log | 4.7714 | 334 | 0.4303 | 0.6942 | 0.4303 | 0.6560 |
219
+ | No log | 4.8 | 336 | 0.5289 | 0.5388 | 0.5289 | 0.7272 |
220
+ | No log | 4.8286 | 338 | 0.6270 | 0.5457 | 0.6270 | 0.7919 |
221
+ | No log | 4.8571 | 340 | 0.5486 | 0.5231 | 0.5486 | 0.7407 |
222
+ | No log | 4.8857 | 342 | 0.4339 | 0.6414 | 0.4339 | 0.6587 |
223
+ | No log | 4.9143 | 344 | 0.4266 | 0.6452 | 0.4266 | 0.6531 |
224
+ | No log | 4.9429 | 346 | 0.4842 | 0.5751 | 0.4842 | 0.6959 |
225
+ | No log | 4.9714 | 348 | 0.5073 | 0.5751 | 0.5073 | 0.7123 |
226
+ | No log | 5.0 | 350 | 0.4720 | 0.5868 | 0.4720 | 0.6871 |
227
+ | No log | 5.0286 | 352 | 0.4309 | 0.6886 | 0.4309 | 0.6564 |
228
+ | No log | 5.0571 | 354 | 0.4273 | 0.7238 | 0.4273 | 0.6537 |
229
+ | No log | 5.0857 | 356 | 0.4272 | 0.6698 | 0.4272 | 0.6536 |
230
+ | No log | 5.1143 | 358 | 0.4204 | 0.6705 | 0.4204 | 0.6484 |
231
+ | No log | 5.1429 | 360 | 0.4239 | 0.6705 | 0.4239 | 0.6511 |
232
+ | No log | 5.1714 | 362 | 0.4214 | 0.7238 | 0.4214 | 0.6491 |
233
+ | No log | 5.2 | 364 | 0.4268 | 0.7238 | 0.4268 | 0.6533 |
234
+ | No log | 5.2286 | 366 | 0.4212 | 0.7095 | 0.4212 | 0.6490 |
235
+ | No log | 5.2571 | 368 | 0.4272 | 0.6929 | 0.4272 | 0.6536 |
236
+ | No log | 5.2857 | 370 | 0.4267 | 0.6899 | 0.4267 | 0.6532 |
237
+ | No log | 5.3143 | 372 | 0.4216 | 0.7135 | 0.4216 | 0.6493 |
238
+ | No log | 5.3429 | 374 | 0.4164 | 0.6929 | 0.4164 | 0.6453 |
239
+ | No log | 5.3714 | 376 | 0.4211 | 0.6857 | 0.4211 | 0.6489 |
240
+ | No log | 5.4 | 378 | 0.4428 | 0.5574 | 0.4428 | 0.6654 |
241
+ | No log | 5.4286 | 380 | 0.4424 | 0.5574 | 0.4424 | 0.6652 |
242
+ | No log | 5.4571 | 382 | 0.4247 | 0.6106 | 0.4247 | 0.6517 |
243
+ | No log | 5.4857 | 384 | 0.4238 | 0.6807 | 0.4238 | 0.6510 |
244
+ | No log | 5.5143 | 386 | 0.4384 | 0.7044 | 0.4384 | 0.6621 |
245
+ | No log | 5.5429 | 388 | 0.4529 | 0.7126 | 0.4529 | 0.6730 |
246
+ | No log | 5.5714 | 390 | 0.4768 | 0.6570 | 0.4768 | 0.6905 |
247
+ | No log | 5.6 | 392 | 0.4700 | 0.7025 | 0.4700 | 0.6856 |
248
+ | No log | 5.6286 | 394 | 0.4483 | 0.7106 | 0.4483 | 0.6696 |
249
+ | No log | 5.6571 | 396 | 0.4285 | 0.7309 | 0.4285 | 0.6546 |
250
+ | No log | 5.6857 | 398 | 0.4231 | 0.6883 | 0.4231 | 0.6505 |
251
+ | No log | 5.7143 | 400 | 0.4271 | 0.6278 | 0.4271 | 0.6535 |
252
+ | No log | 5.7429 | 402 | 0.4273 | 0.6293 | 0.4273 | 0.6537 |
253
+ | No log | 5.7714 | 404 | 0.4469 | 0.5714 | 0.4469 | 0.6685 |
254
+ | No log | 5.8 | 406 | 0.4724 | 0.5591 | 0.4724 | 0.6873 |
255
+ | No log | 5.8286 | 408 | 0.4736 | 0.5591 | 0.4736 | 0.6882 |
256
+ | No log | 5.8571 | 410 | 0.4746 | 0.5265 | 0.4746 | 0.6889 |
257
+ | No log | 5.8857 | 412 | 0.4667 | 0.5085 | 0.4667 | 0.6832 |
258
+ | No log | 5.9143 | 414 | 0.4654 | 0.5927 | 0.4654 | 0.6822 |
259
+ | No log | 5.9429 | 416 | 0.5058 | 0.5223 | 0.5058 | 0.7112 |
260
+ | No log | 5.9714 | 418 | 0.5154 | 0.5223 | 0.5154 | 0.7179 |
261
+ | No log | 6.0 | 420 | 0.4988 | 0.5467 | 0.4988 | 0.7063 |
262
+ | No log | 6.0286 | 422 | 0.4707 | 0.5675 | 0.4707 | 0.6861 |
263
+ | No log | 6.0571 | 424 | 0.4489 | 0.6076 | 0.4489 | 0.6700 |
264
+ | No log | 6.0857 | 426 | 0.4399 | 0.6076 | 0.4399 | 0.6633 |
265
+ | No log | 6.1143 | 428 | 0.4356 | 0.5836 | 0.4356 | 0.6600 |
266
+ | No log | 6.1429 | 430 | 0.4276 | 0.6307 | 0.4276 | 0.6539 |
267
+ | No log | 6.1714 | 432 | 0.4265 | 0.6530 | 0.4265 | 0.6531 |
268
+ | No log | 6.2 | 434 | 0.4790 | 0.5747 | 0.4790 | 0.6921 |
269
+ | No log | 6.2286 | 436 | 0.5280 | 0.5682 | 0.5280 | 0.7266 |
270
+ | No log | 6.2571 | 438 | 0.4862 | 0.5666 | 0.4862 | 0.6973 |
271
+ | No log | 6.2857 | 440 | 0.4303 | 0.6530 | 0.4303 | 0.6560 |
272
+ | No log | 6.3143 | 442 | 0.4527 | 0.6506 | 0.4527 | 0.6728 |
273
+ | No log | 6.3429 | 444 | 0.4766 | 0.5601 | 0.4766 | 0.6904 |
274
+ | No log | 6.3714 | 446 | 0.4629 | 0.5927 | 0.4629 | 0.6804 |
275
+ | No log | 6.4 | 448 | 0.4669 | 0.4795 | 0.4669 | 0.6833 |
276
+ | No log | 6.4286 | 450 | 0.4857 | 0.4746 | 0.4857 | 0.6969 |
277
+ | No log | 6.4571 | 452 | 0.4976 | 0.5361 | 0.4976 | 0.7054 |
278
+ | No log | 6.4857 | 454 | 0.4791 | 0.5361 | 0.4791 | 0.6922 |
279
+ | No log | 6.5143 | 456 | 0.4494 | 0.5061 | 0.4494 | 0.6704 |
280
+ | No log | 6.5429 | 458 | 0.4441 | 0.5846 | 0.4441 | 0.6664 |
281
+ | No log | 6.5714 | 460 | 0.4452 | 0.5937 | 0.4452 | 0.6673 |
282
+ | No log | 6.6 | 462 | 0.4462 | 0.5912 | 0.4462 | 0.6680 |
283
+ | No log | 6.6286 | 464 | 0.4376 | 0.5912 | 0.4376 | 0.6615 |
284
+ | No log | 6.6571 | 466 | 0.4332 | 0.5324 | 0.4332 | 0.6582 |
285
+ | No log | 6.6857 | 468 | 0.4459 | 0.5815 | 0.4459 | 0.6678 |
286
+ | No log | 6.7143 | 470 | 0.4670 | 0.5510 | 0.4670 | 0.6834 |
287
+ | No log | 6.7429 | 472 | 0.4665 | 0.5510 | 0.4665 | 0.6830 |
288
+ | No log | 6.7714 | 474 | 0.4447 | 0.5860 | 0.4447 | 0.6668 |
289
+ | No log | 6.8 | 476 | 0.4412 | 0.6541 | 0.4412 | 0.6642 |
290
+ | No log | 6.8286 | 478 | 0.4559 | 0.6004 | 0.4559 | 0.6752 |
291
+ | No log | 6.8571 | 480 | 0.4873 | 0.6011 | 0.4873 | 0.6981 |
292
+ | No log | 6.8857 | 482 | 0.5091 | 0.5553 | 0.5091 | 0.7135 |
293
+ | No log | 6.9143 | 484 | 0.5033 | 0.5470 | 0.5033 | 0.7094 |
294
+ | No log | 6.9429 | 486 | 0.5055 | 0.5510 | 0.5055 | 0.7110 |
295
+ | No log | 6.9714 | 488 | 0.4743 | 0.5908 | 0.4743 | 0.6887 |
296
+ | No log | 7.0 | 490 | 0.4278 | 0.6702 | 0.4278 | 0.6541 |
297
+ | No log | 7.0286 | 492 | 0.4073 | 0.6745 | 0.4073 | 0.6382 |
298
+ | No log | 7.0571 | 494 | 0.4400 | 0.5815 | 0.4400 | 0.6633 |
299
+ | No log | 7.0857 | 496 | 0.5024 | 0.5907 | 0.5024 | 0.7088 |
300
+ | No log | 7.1143 | 498 | 0.5517 | 0.5356 | 0.5517 | 0.7428 |
301
+ | 0.3149 | 7.1429 | 500 | 0.4976 | 0.5449 | 0.4976 | 0.7054 |
302
+ | 0.3149 | 7.1714 | 502 | 0.4270 | 0.6017 | 0.4270 | 0.6534 |
303
+ | 0.3149 | 7.2 | 504 | 0.4504 | 0.6623 | 0.4504 | 0.6711 |
304
+ | 0.3149 | 7.2286 | 506 | 0.4996 | 0.5908 | 0.4996 | 0.7068 |
305
+ | 0.3149 | 7.2571 | 508 | 0.5504 | 0.5827 | 0.5504 | 0.7419 |
306
+ | 0.3149 | 7.2857 | 510 | 0.5400 | 0.5827 | 0.5400 | 0.7348 |
307
+ | 0.3149 | 7.3143 | 512 | 0.4894 | 0.5894 | 0.4894 | 0.6996 |
308
+ | 0.3149 | 7.3429 | 514 | 0.4664 | 0.5662 | 0.4664 | 0.6829 |
309
+ | 0.3149 | 7.3714 | 516 | 0.4795 | 0.6292 | 0.4795 | 0.6925 |
310
+ | 0.3149 | 7.4 | 518 | 0.4942 | 0.6292 | 0.4942 | 0.7030 |
311
+ | 0.3149 | 7.4286 | 520 | 0.4839 | 0.6034 | 0.4839 | 0.6956 |
312
+ | 0.3149 | 7.4571 | 522 | 0.4797 | 0.6716 | 0.4797 | 0.6926 |
313
+ | 0.3149 | 7.4857 | 524 | 0.4779 | 0.6295 | 0.4779 | 0.6913 |
314
+ | 0.3149 | 7.5143 | 526 | 0.4849 | 0.6623 | 0.4849 | 0.6964 |
315
+ | 0.3149 | 7.5429 | 528 | 0.4909 | 0.6620 | 0.4909 | 0.7006 |
316
+ | 0.3149 | 7.5714 | 530 | 0.4850 | 0.6620 | 0.4850 | 0.6964 |
317
+ | 0.3149 | 7.6 | 532 | 0.4801 | 0.6947 | 0.4801 | 0.6929 |
318
+ | 0.3149 | 7.6286 | 534 | 0.4745 | 0.7122 | 0.4745 | 0.6888 |
319
+ | 0.3149 | 7.6571 | 536 | 0.4691 | 0.6979 | 0.4691 | 0.6849 |
320
+ | 0.3149 | 7.6857 | 538 | 0.4894 | 0.6337 | 0.4894 | 0.6996 |
321
+ | 0.3149 | 7.7143 | 540 | 0.4690 | 0.6223 | 0.4690 | 0.6849 |
322
+ | 0.3149 | 7.7429 | 542 | 0.4235 | 0.6750 | 0.4235 | 0.6508 |
323
+ | 0.3149 | 7.7714 | 544 | 0.4239 | 0.6438 | 0.4239 | 0.6511 |
324
+ | 0.3149 | 7.8 | 546 | 0.4255 | 0.6518 | 0.4255 | 0.6523 |
325
+ | 0.3149 | 7.8286 | 548 | 0.4176 | 0.6983 | 0.4176 | 0.6462 |
326
+ | 0.3149 | 7.8571 | 550 | 0.4206 | 0.7470 | 0.4206 | 0.6485 |
327
+ | 0.3149 | 7.8857 | 552 | 0.4256 | 0.7012 | 0.4256 | 0.6524 |
328
+ | 0.3149 | 7.9143 | 554 | 0.4294 | 0.6455 | 0.4294 | 0.6553 |
329
+ | 0.3149 | 7.9429 | 556 | 0.4364 | 0.5979 | 0.4364 | 0.6606 |
330
+ | 0.3149 | 7.9714 | 558 | 0.4434 | 0.5768 | 0.4434 | 0.6659 |
331
+ | 0.3149 | 8.0 | 560 | 0.4496 | 0.5195 | 0.4496 | 0.6705 |
332
+ | 0.3149 | 8.0286 | 562 | 0.4558 | 0.6616 | 0.4558 | 0.6751 |
333
+ | 0.3149 | 8.0571 | 564 | 0.4620 | 0.6694 | 0.4620 | 0.6797 |
334
+ | 0.3149 | 8.0857 | 566 | 0.4545 | 0.6317 | 0.4545 | 0.6742 |
335
+ | 0.3149 | 8.1143 | 568 | 0.4470 | 0.5869 | 0.4470 | 0.6686 |
336
+ | 0.3149 | 8.1429 | 570 | 0.4482 | 0.5343 | 0.4482 | 0.6695 |
337
+ | 0.3149 | 8.1714 | 572 | 0.4535 | 0.5265 | 0.4535 | 0.6734 |
338
+ | 0.3149 | 8.2 | 574 | 0.4555 | 0.5321 | 0.4555 | 0.6749 |
339
+ | 0.3149 | 8.2286 | 576 | 0.4579 | 0.5321 | 0.4579 | 0.6767 |
340
+ | 0.3149 | 8.2571 | 578 | 0.4631 | 0.5555 | 0.4631 | 0.6805 |
341
+ | 0.3149 | 8.2857 | 580 | 0.4512 | 0.5596 | 0.4512 | 0.6717 |
342
+ | 0.3149 | 8.3143 | 582 | 0.4418 | 0.5782 | 0.4418 | 0.6647 |
343
+ | 0.3149 | 8.3429 | 584 | 0.4390 | 0.5782 | 0.4390 | 0.6625 |
344
+ | 0.3149 | 8.3714 | 586 | 0.4379 | 0.5860 | 0.4379 | 0.6617 |
345
+ | 0.3149 | 8.4 | 588 | 0.4569 | 0.6604 | 0.4569 | 0.6760 |
346
+ | 0.3149 | 8.4286 | 590 | 0.4685 | 0.6101 | 0.4685 | 0.6845 |
347
+ | 0.3149 | 8.4571 | 592 | 0.4523 | 0.6184 | 0.4523 | 0.6725 |
348
+ | 0.3149 | 8.4857 | 594 | 0.4334 | 0.5798 | 0.4334 | 0.6583 |
349
+ | 0.3149 | 8.5143 | 596 | 0.4287 | 0.5731 | 0.4287 | 0.6547 |
350
+ | 0.3149 | 8.5429 | 598 | 0.4215 | 0.5904 | 0.4215 | 0.6492 |
351
+ | 0.3149 | 8.5714 | 600 | 0.4169 | 0.64 | 0.4169 | 0.6457 |
352
+ | 0.3149 | 8.6 | 602 | 0.4101 | 0.7173 | 0.4101 | 0.6404 |
353
+ | 0.3149 | 8.6286 | 604 | 0.4123 | 0.7164 | 0.4123 | 0.6421 |
354
+ | 0.3149 | 8.6571 | 606 | 0.4080 | 0.7055 | 0.4080 | 0.6387 |
355
+ | 0.3149 | 8.6857 | 608 | 0.4117 | 0.6942 | 0.4117 | 0.6416 |
356
+ | 0.3149 | 8.7143 | 610 | 0.4255 | 0.6608 | 0.4255 | 0.6523 |
357
+ | 0.3149 | 8.7429 | 612 | 0.4243 | 0.6786 | 0.4243 | 0.6514 |
358
+ | 0.3149 | 8.7714 | 614 | 0.4435 | 0.6415 | 0.4435 | 0.6659 |
359
+ | 0.3149 | 8.8 | 616 | 0.4843 | 0.6419 | 0.4843 | 0.6959 |
360
+ | 0.3149 | 8.8286 | 618 | 0.4838 | 0.6423 | 0.4838 | 0.6956 |
361
+ | 0.3149 | 8.8571 | 620 | 0.4993 | 0.6068 | 0.4993 | 0.7066 |
362
+ | 0.3149 | 8.8857 | 622 | 0.4950 | 0.6051 | 0.4950 | 0.7036 |
363
+ | 0.3149 | 8.9143 | 624 | 0.4761 | 0.6068 | 0.4761 | 0.6900 |
364
+ | 0.3149 | 8.9429 | 626 | 0.4290 | 0.6966 | 0.4290 | 0.6550 |
365
+ | 0.3149 | 8.9714 | 628 | 0.4100 | 0.6730 | 0.4100 | 0.6403 |
366
+ | 0.3149 | 9.0 | 630 | 0.4043 | 0.6243 | 0.4043 | 0.6358 |
367
+ | 0.3149 | 9.0286 | 632 | 0.4044 | 0.6747 | 0.4044 | 0.6359 |
368
+ | 0.3149 | 9.0571 | 634 | 0.4119 | 0.6787 | 0.4119 | 0.6418 |
369
+ | 0.3149 | 9.0857 | 636 | 0.4214 | 0.6950 | 0.4214 | 0.6491 |
370
+ | 0.3149 | 9.1143 | 638 | 0.4166 | 0.6706 | 0.4166 | 0.6454 |
371
+ | 0.3149 | 9.1429 | 640 | 0.4120 | 0.6553 | 0.4120 | 0.6419 |
372
+ | 0.3149 | 9.1714 | 642 | 0.4161 | 0.7003 | 0.4161 | 0.6450 |
373
+ | 0.3149 | 9.2 | 644 | 0.4291 | 0.6797 | 0.4291 | 0.6551 |
374
+ | 0.3149 | 9.2286 | 646 | 0.4520 | 0.6848 | 0.4520 | 0.6723 |
375
+ | 0.3149 | 9.2571 | 648 | 0.4650 | 0.6848 | 0.4650 | 0.6819 |
376
+ | 0.3149 | 9.2857 | 650 | 0.4654 | 0.6848 | 0.4654 | 0.6822 |
377
+ | 0.3149 | 9.3143 | 652 | 0.4559 | 0.6777 | 0.4559 | 0.6752 |
378
+ | 0.3149 | 9.3429 | 654 | 0.4538 | 0.6160 | 0.4538 | 0.6737 |
379
+ | 0.3149 | 9.3714 | 656 | 0.4636 | 0.5947 | 0.4636 | 0.6809 |
380
+ | 0.3149 | 9.4 | 658 | 0.4854 | 0.6305 | 0.4854 | 0.6967 |
381
+ | 0.3149 | 9.4286 | 660 | 0.4904 | 0.6238 | 0.4904 | 0.7003 |
382
+ | 0.3149 | 9.4571 | 662 | 0.4810 | 0.6419 | 0.4810 | 0.6936 |
383
+ | 0.3149 | 9.4857 | 664 | 0.4994 | 0.6152 | 0.4994 | 0.7067 |
384
+ | 0.3149 | 9.5143 | 666 | 0.4877 | 0.6137 | 0.4877 | 0.6984 |
385
+ | 0.3149 | 9.5429 | 668 | 0.4526 | 0.6101 | 0.4526 | 0.6727 |
386
+ | 0.3149 | 9.5714 | 670 | 0.4451 | 0.6628 | 0.4451 | 0.6671 |
387
+ | 0.3149 | 9.6 | 672 | 0.4388 | 0.6832 | 0.4388 | 0.6624 |
388
+ | 0.3149 | 9.6286 | 674 | 0.4448 | 0.6898 | 0.4448 | 0.6669 |
389
+ | 0.3149 | 9.6571 | 676 | 0.4537 | 0.6935 | 0.4537 | 0.6735 |
390
+ | 0.3149 | 9.6857 | 678 | 0.4708 | 0.6684 | 0.4708 | 0.6862 |
391
+ | 0.3149 | 9.7143 | 680 | 0.4622 | 0.6679 | 0.4622 | 0.6799 |
392
+ | 0.3149 | 9.7429 | 682 | 0.4418 | 0.7273 | 0.4418 | 0.6647 |
393
+ | 0.3149 | 9.7714 | 684 | 0.4298 | 0.6807 | 0.4298 | 0.6556 |
394
+ | 0.3149 | 9.8 | 686 | 0.4441 | 0.5343 | 0.4441 | 0.6664 |
395
+ | 0.3149 | 9.8286 | 688 | 0.4768 | 0.5510 | 0.4768 | 0.6905 |
396
+ | 0.3149 | 9.8571 | 690 | 0.4831 | 0.5202 | 0.4831 | 0.6950 |
397
+ | 0.3149 | 9.8857 | 692 | 0.4715 | 0.5085 | 0.4715 | 0.6866 |
398
+ | 0.3149 | 9.9143 | 694 | 0.4588 | 0.5085 | 0.4588 | 0.6774 |
399
+ | 0.3149 | 9.9429 | 696 | 0.4588 | 0.5549 | 0.4588 | 0.6773 |
400
+ | 0.3149 | 9.9714 | 698 | 0.4593 | 0.6009 | 0.4593 | 0.6777 |
401
+ | 0.3149 | 10.0 | 700 | 0.4635 | 0.6620 | 0.4635 | 0.6808 |
402
+ | 0.3149 | 10.0286 | 702 | 0.4691 | 0.6695 | 0.4691 | 0.6849 |
403
+ | 0.3149 | 10.0571 | 704 | 0.4575 | 0.6186 | 0.4575 | 0.6764 |
404
+ | 0.3149 | 10.0857 | 706 | 0.4478 | 0.5965 | 0.4478 | 0.6692 |
405
+ | 0.3149 | 10.1143 | 708 | 0.4455 | 0.5324 | 0.4455 | 0.6674 |
406
+ | 0.3149 | 10.1429 | 710 | 0.4475 | 0.5324 | 0.4475 | 0.6689 |
407
+ | 0.3149 | 10.1714 | 712 | 0.4552 | 0.4515 | 0.4552 | 0.6747 |
408
+ | 0.3149 | 10.2 | 714 | 0.4667 | 0.4515 | 0.4667 | 0.6832 |
409
+ | 0.3149 | 10.2286 | 716 | 0.4679 | 0.5693 | 0.4679 | 0.6840 |
410
+ | 0.3149 | 10.2571 | 718 | 0.4565 | 0.5943 | 0.4565 | 0.6757 |
411
+ | 0.3149 | 10.2857 | 720 | 0.4569 | 0.6956 | 0.4569 | 0.6760 |
412
+ | 0.3149 | 10.3143 | 722 | 0.4750 | 0.6935 | 0.4750 | 0.6892 |
413
+ | 0.3149 | 10.3429 | 724 | 0.5014 | 0.6835 | 0.5014 | 0.7081 |
414
+ | 0.3149 | 10.3714 | 726 | 0.4733 | 0.6844 | 0.4733 | 0.6880 |
415
+ | 0.3149 | 10.4 | 728 | 0.4513 | 0.6886 | 0.4513 | 0.6718 |
416
+ | 0.3149 | 10.4286 | 730 | 0.4528 | 0.6027 | 0.4528 | 0.6729 |
417
+ | 0.3149 | 10.4571 | 732 | 0.4777 | 0.5779 | 0.4777 | 0.6911 |
418
+ | 0.3149 | 10.4857 | 734 | 0.4938 | 0.5779 | 0.4938 | 0.7027 |
419
+ | 0.3149 | 10.5143 | 736 | 0.4742 | 0.5301 | 0.4742 | 0.6886 |
420
+ | 0.3149 | 10.5429 | 738 | 0.4542 | 0.5493 | 0.4542 | 0.6739 |
421
+ | 0.3149 | 10.5714 | 740 | 0.4489 | 0.5600 | 0.4489 | 0.6700 |
422
+ | 0.3149 | 10.6 | 742 | 0.4581 | 0.6508 | 0.4581 | 0.6768 |
423
+ | 0.3149 | 10.6286 | 744 | 0.4755 | 0.6670 | 0.4755 | 0.6895 |
424
+ | 0.3149 | 10.6571 | 746 | 0.4603 | 0.6685 | 0.4603 | 0.6785 |
425
+ | 0.3149 | 10.6857 | 748 | 0.4326 | 0.6620 | 0.4326 | 0.6577 |
426
+ | 0.3149 | 10.7143 | 750 | 0.4231 | 0.6448 | 0.4231 | 0.6505 |
427
+ | 0.3149 | 10.7429 | 752 | 0.4304 | 0.6556 | 0.4304 | 0.6560 |
428
+ | 0.3149 | 10.7714 | 754 | 0.4554 | 0.5265 | 0.4554 | 0.6748 |
429
+ | 0.3149 | 10.8 | 756 | 0.4654 | 0.5265 | 0.4654 | 0.6822 |
430
+ | 0.3149 | 10.8286 | 758 | 0.4580 | 0.5574 | 0.4580 | 0.6768 |
431
+ | 0.3149 | 10.8571 | 760 | 0.4512 | 0.6431 | 0.4512 | 0.6717 |
432
+ | 0.3149 | 10.8857 | 762 | 0.4617 | 0.5752 | 0.4617 | 0.6795 |
433
+ | 0.3149 | 10.9143 | 764 | 0.4905 | 0.5944 | 0.4905 | 0.7003 |
434
+ | 0.3149 | 10.9429 | 766 | 0.5072 | 0.5858 | 0.5072 | 0.7121 |
435
+ | 0.3149 | 10.9714 | 768 | 0.5288 | 0.5827 | 0.5288 | 0.7272 |
436
+ | 0.3149 | 11.0 | 770 | 0.5065 | 0.6038 | 0.5065 | 0.7117 |
437
+ | 0.3149 | 11.0286 | 772 | 0.4562 | 0.6318 | 0.4562 | 0.6754 |
438
+ | 0.3149 | 11.0571 | 774 | 0.4434 | 0.6300 | 0.4434 | 0.6659 |
439
+ | 0.3149 | 11.0857 | 776 | 0.4524 | 0.5752 | 0.4524 | 0.6726 |
440
+ | 0.3149 | 11.1143 | 778 | 0.4687 | 0.6105 | 0.4687 | 0.6846 |
441
+ | 0.3149 | 11.1429 | 780 | 0.4577 | 0.6187 | 0.4577 | 0.6765 |
442
+ | 0.3149 | 11.1714 | 782 | 0.4449 | 0.5631 | 0.4449 | 0.6670 |
443
+ | 0.3149 | 11.2 | 784 | 0.4468 | 0.6106 | 0.4468 | 0.6684 |
444
+ | 0.3149 | 11.2286 | 786 | 0.4479 | 0.5574 | 0.4479 | 0.6693 |
445
+ | 0.3149 | 11.2571 | 788 | 0.4433 | 0.5574 | 0.4433 | 0.6658 |
446
+ | 0.3149 | 11.2857 | 790 | 0.4351 | 0.6857 | 0.4351 | 0.6596 |
447
+ | 0.3149 | 11.3143 | 792 | 0.4463 | 0.6518 | 0.4463 | 0.6680 |
448
+ | 0.3149 | 11.3429 | 794 | 0.4704 | 0.6011 | 0.4704 | 0.6858 |
449
+ | 0.3149 | 11.3714 | 796 | 0.4791 | 0.6105 | 0.4791 | 0.6922 |
450
+ | 0.3149 | 11.4 | 798 | 0.4809 | 0.5752 | 0.4809 | 0.6935 |
451
+ | 0.3149 | 11.4286 | 800 | 0.4696 | 0.5485 | 0.4696 | 0.6853 |
452
+ | 0.3149 | 11.4571 | 802 | 0.4733 | 0.4908 | 0.4733 | 0.6879 |
453
+ | 0.3149 | 11.4857 | 804 | 0.4690 | 0.4747 | 0.4690 | 0.6848 |
454
+ | 0.3149 | 11.5143 | 806 | 0.4553 | 0.4953 | 0.4553 | 0.6748 |
455
+ | 0.3149 | 11.5429 | 808 | 0.4423 | 0.5831 | 0.4423 | 0.6651 |
456
+ | 0.3149 | 11.5714 | 810 | 0.4304 | 0.5750 | 0.4304 | 0.6560 |
457
+ | 0.3149 | 11.6 | 812 | 0.4229 | 0.6667 | 0.4229 | 0.6503 |
458
+ | 0.3149 | 11.6286 | 814 | 0.4212 | 0.6667 | 0.4212 | 0.6490 |
459
+ | 0.3149 | 11.6571 | 816 | 0.4182 | 0.6673 | 0.4182 | 0.6467 |
460
+ | 0.3149 | 11.6857 | 818 | 0.4143 | 0.7154 | 0.4143 | 0.6437 |
461
+ | 0.3149 | 11.7143 | 820 | 0.4143 | 0.6736 | 0.4143 | 0.6437 |
462
+ | 0.3149 | 11.7429 | 822 | 0.4250 | 0.6032 | 0.4250 | 0.6519 |
463
+ | 0.3149 | 11.7714 | 824 | 0.4035 | 0.6542 | 0.4035 | 0.6352 |
464
+ | 0.3149 | 11.8 | 826 | 0.4067 | 0.7246 | 0.4067 | 0.6377 |
465
+ | 0.3149 | 11.8286 | 828 | 0.4308 | 0.6592 | 0.4308 | 0.6563 |
466
+ | 0.3149 | 11.8571 | 830 | 0.4317 | 0.6592 | 0.4317 | 0.6570 |
467
+ | 0.3149 | 11.8857 | 832 | 0.4264 | 0.6950 | 0.4264 | 0.6530 |
468
+ | 0.3149 | 11.9143 | 834 | 0.4111 | 0.6852 | 0.4111 | 0.6412 |
469
+ | 0.3149 | 11.9429 | 836 | 0.4252 | 0.6612 | 0.4252 | 0.6521 |
470
+ | 0.3149 | 11.9714 | 838 | 0.4494 | 0.5882 | 0.4494 | 0.6704 |
471
+ | 0.3149 | 12.0 | 840 | 0.4846 | 0.5149 | 0.4846 | 0.6961 |
472
+ | 0.3149 | 12.0286 | 842 | 0.4841 | 0.5149 | 0.4841 | 0.6958 |
473
+ | 0.3149 | 12.0571 | 844 | 0.4519 | 0.6201 | 0.4519 | 0.6723 |
474
+ | 0.3149 | 12.0857 | 846 | 0.4418 | 0.6024 | 0.4418 | 0.6647 |
475
+ | 0.3149 | 12.1143 | 848 | 0.4442 | 0.5734 | 0.4442 | 0.6665 |
476
+ | 0.3149 | 12.1429 | 850 | 0.4449 | 0.5956 | 0.4449 | 0.6670 |
477
+ | 0.3149 | 12.1714 | 852 | 0.4485 | 0.5734 | 0.4485 | 0.6697 |
478
+ | 0.3149 | 12.2 | 854 | 0.4517 | 0.5734 | 0.4517 | 0.6721 |
479
+ | 0.3149 | 12.2286 | 856 | 0.4480 | 0.5734 | 0.4480 | 0.6694 |
480
+ | 0.3149 | 12.2571 | 858 | 0.4454 | 0.5750 | 0.4454 | 0.6674 |
481
+ | 0.3149 | 12.2857 | 860 | 0.4406 | 0.5750 | 0.4406 | 0.6638 |
482
+ | 0.3149 | 12.3143 | 862 | 0.4386 | 0.6542 | 0.4386 | 0.6623 |
483
+ | 0.3149 | 12.3429 | 864 | 0.4421 | 0.6993 | 0.4421 | 0.6649 |
484
+ | 0.3149 | 12.3714 | 866 | 0.4333 | 0.6730 | 0.4333 | 0.6583 |
485
+ | 0.3149 | 12.4 | 868 | 0.4300 | 0.5672 | 0.4300 | 0.6557 |
486
+ | 0.3149 | 12.4286 | 870 | 0.4363 | 0.5918 | 0.4363 | 0.6606 |
487
+ | 0.3149 | 12.4571 | 872 | 0.4459 | 0.5892 | 0.4459 | 0.6677 |
488
+ | 0.3149 | 12.4857 | 874 | 0.4750 | 0.5921 | 0.4750 | 0.6892 |
489
+ | 0.3149 | 12.5143 | 876 | 0.4768 | 0.6124 | 0.4768 | 0.6905 |
490
+ | 0.3149 | 12.5429 | 878 | 0.4486 | 0.5918 | 0.4486 | 0.6698 |
491
+ | 0.3149 | 12.5714 | 880 | 0.4289 | 0.6730 | 0.4289 | 0.6549 |
492
+ | 0.3149 | 12.6 | 882 | 0.4408 | 0.6691 | 0.4408 | 0.6639 |
493
+ | 0.3149 | 12.6286 | 884 | 0.4466 | 0.6507 | 0.4466 | 0.6682 |
494
+ | 0.3149 | 12.6571 | 886 | 0.4369 | 0.6870 | 0.4369 | 0.6610 |
495
+ | 0.3149 | 12.6857 | 888 | 0.4190 | 0.6975 | 0.4190 | 0.6473 |
496
+ | 0.3149 | 12.7143 | 890 | 0.4216 | 0.6210 | 0.4216 | 0.6493 |
497
+ | 0.3149 | 12.7429 | 892 | 0.4329 | 0.6575 | 0.4329 | 0.6579 |
498
+ | 0.3149 | 12.7714 | 894 | 0.4205 | 0.6656 | 0.4205 | 0.6485 |
499
+ | 0.3149 | 12.8 | 896 | 0.4149 | 0.6827 | 0.4149 | 0.6442 |
500
+ | 0.3149 | 12.8286 | 898 | 0.4091 | 0.6904 | 0.4091 | 0.6396 |
501
+ | 0.3149 | 12.8571 | 900 | 0.4157 | 0.7085 | 0.4157 | 0.6448 |
502
+ | 0.3149 | 12.8857 | 902 | 0.4334 | 0.6620 | 0.4334 | 0.6584 |
503
+ | 0.3149 | 12.9143 | 904 | 0.4398 | 0.6414 | 0.4398 | 0.6632 |
504
+ | 0.3149 | 12.9429 | 906 | 0.4368 | 0.6620 | 0.4368 | 0.6609 |
505
+ | 0.3149 | 12.9714 | 908 | 0.4333 | 0.7044 | 0.4333 | 0.6582 |
506
+ | 0.3149 | 13.0 | 910 | 0.4268 | 0.7064 | 0.4268 | 0.6533 |
507
+ | 0.3149 | 13.0286 | 912 | 0.4217 | 0.6371 | 0.4217 | 0.6494 |
508
+ | 0.3149 | 13.0571 | 914 | 0.4389 | 0.6068 | 0.4389 | 0.6625 |
509
+ | 0.3149 | 13.0857 | 916 | 0.4587 | 0.5861 | 0.4587 | 0.6773 |
510
+ | 0.3149 | 13.1143 | 918 | 0.4664 | 0.5432 | 0.4664 | 0.6830 |
511
+ | 0.3149 | 13.1429 | 920 | 0.4628 | 0.5343 | 0.4628 | 0.6803 |
512
+ | 0.3149 | 13.1714 | 922 | 0.4566 | 0.5574 | 0.4566 | 0.6758 |
513
+ | 0.3149 | 13.2 | 924 | 0.4542 | 0.6229 | 0.4542 | 0.6739 |
514
+ | 0.3149 | 13.2286 | 926 | 0.4622 | 0.6530 | 0.4622 | 0.6799 |
515
+ | 0.3149 | 13.2571 | 928 | 0.4718 | 0.6430 | 0.4718 | 0.6869 |
516
+ | 0.3149 | 13.2857 | 930 | 0.4677 | 0.5970 | 0.4677 | 0.6839 |
517
+ | 0.3149 | 13.3143 | 932 | 0.4466 | 0.6408 | 0.4466 | 0.6682 |
518
+ | 0.3149 | 13.3429 | 934 | 0.4508 | 0.6330 | 0.4508 | 0.6714 |
519
+ | 0.3149 | 13.3714 | 936 | 0.4622 | 0.6017 | 0.4622 | 0.6798 |
520
+ | 0.3149 | 13.4 | 938 | 0.4649 | 0.5584 | 0.4649 | 0.6818 |
521
+ | 0.3149 | 13.4286 | 940 | 0.4609 | 0.5584 | 0.4609 | 0.6789 |
522
+ | 0.3149 | 13.4571 | 942 | 0.4614 | 0.5815 | 0.4614 | 0.6793 |
523
+ | 0.3149 | 13.4857 | 944 | 0.4649 | 0.6807 | 0.4649 | 0.6818 |
524
+ | 0.3149 | 13.5143 | 946 | 0.4648 | 0.6616 | 0.4648 | 0.6818 |
525
+ | 0.3149 | 13.5429 | 948 | 0.4756 | 0.6599 | 0.4756 | 0.6896 |
526
+ | 0.3149 | 13.5714 | 950 | 0.4669 | 0.6313 | 0.4669 | 0.6833 |
527
+ | 0.3149 | 13.6 | 952 | 0.4520 | 0.6408 | 0.4520 | 0.6723 |
528
+ | 0.3149 | 13.6286 | 954 | 0.4355 | 0.6330 | 0.4355 | 0.6600 |
529
+ | 0.3149 | 13.6571 | 956 | 0.4308 | 0.6330 | 0.4308 | 0.6564 |
530
+ | 0.3149 | 13.6857 | 958 | 0.4309 | 0.6832 | 0.4309 | 0.6564 |
531
+ | 0.3149 | 13.7143 | 960 | 0.4277 | 0.6636 | 0.4277 | 0.6540 |
532
+ | 0.3149 | 13.7429 | 962 | 0.4277 | 0.6422 | 0.4277 | 0.6540 |
533
+ | 0.3149 | 13.7714 | 964 | 0.4253 | 0.6636 | 0.4253 | 0.6521 |
534
+ | 0.3149 | 13.8 | 966 | 0.4232 | 0.6636 | 0.4232 | 0.6506 |
535
+ | 0.3149 | 13.8286 | 968 | 0.4248 | 0.6125 | 0.4248 | 0.6518 |
536
+ | 0.3149 | 13.8571 | 970 | 0.4241 | 0.6543 | 0.4241 | 0.6512 |
537
+ | 0.3149 | 13.8857 | 972 | 0.4284 | 0.6335 | 0.4284 | 0.6545 |
538
+ | 0.3149 | 13.9143 | 974 | 0.4271 | 0.6543 | 0.4271 | 0.6535 |
539
+ | 0.3149 | 13.9429 | 976 | 0.4251 | 0.6543 | 0.4251 | 0.6520 |
540
+ | 0.3149 | 13.9714 | 978 | 0.4263 | 0.6542 | 0.4263 | 0.6529 |
541
+ | 0.3149 | 14.0 | 980 | 0.4279 | 0.6623 | 0.4279 | 0.6541 |
542
+ | 0.3149 | 14.0286 | 982 | 0.4344 | 0.6880 | 0.4344 | 0.6591 |
543
+ | 0.3149 | 14.0571 | 984 | 0.4390 | 0.6787 | 0.4390 | 0.6626 |
544
+ | 0.3149 | 14.0857 | 986 | 0.4378 | 0.6950 | 0.4378 | 0.6616 |
545
+ | 0.3149 | 14.1143 | 988 | 0.4268 | 0.6645 | 0.4268 | 0.6533 |
546
+ | 0.3149 | 14.1429 | 990 | 0.4352 | 0.7052 | 0.4352 | 0.6597 |
547
+ | 0.3149 | 14.1714 | 992 | 0.4373 | 0.5702 | 0.4373 | 0.6613 |
548
+ | 0.3149 | 14.2 | 994 | 0.4276 | 0.6477 | 0.4276 | 0.6539 |
549
+ | 0.3149 | 14.2286 | 996 | 0.4228 | 0.6435 | 0.4228 | 0.6503 |
550
+ | 0.3149 | 14.2571 | 998 | 0.4209 | 0.6435 | 0.4209 | 0.6488 |
551
+ | 0.0619 | 14.2857 | 1000 | 0.4154 | 0.6636 | 0.4154 | 0.6445 |
552
+ | 0.0619 | 14.3143 | 1002 | 0.4117 | 0.6555 | 0.4117 | 0.6416 |
553
+ | 0.0619 | 14.3429 | 1004 | 0.4166 | 0.6863 | 0.4166 | 0.6454 |
554
+ | 0.0619 | 14.3714 | 1006 | 0.4223 | 0.5960 | 0.4223 | 0.6498 |
555
+ | 0.0619 | 14.4 | 1008 | 0.4377 | 0.5747 | 0.4377 | 0.6616 |
556
+ | 0.0619 | 14.4286 | 1010 | 0.4401 | 0.5831 | 0.4401 | 0.6634 |
557
+ | 0.0619 | 14.4571 | 1012 | 0.4330 | 0.5574 | 0.4330 | 0.6581 |
558
+ | 0.0619 | 14.4857 | 1014 | 0.4303 | 0.5798 | 0.4303 | 0.6560 |
559
 
560
 
561
  ### Framework versions