Hugging Face's logo

MayBashendy
/
Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_development

Text Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
xet
Community
MayBashendy commited on
Commit
086ae01
·
verified ·
1 Parent(s): 8c8238f

End of training

Browse files
Files changed (1) hide show
  1. README.md +305 -527
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_style
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
- # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_style
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: 0.4187
19
- - Qwk: 0.6872
20
- - Mse: 0.4187
21
- - Rmse: 0.6471
22
 
23
  ## Model description
24
 
@@ -47,527 +47,305 @@ 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 | 0.0213 | 2 | 4.1307 | -0.0009 | 4.1307 | 2.0324 |
53
- | No log | 0.0426 | 4 | 3.0147 | 0.0505 | 3.0147 | 1.7363 |
54
- | No log | 0.0638 | 6 | 1.4577 | 0.0448 | 1.4577 | 1.2073 |
55
- | No log | 0.0851 | 8 | 0.8912 | 0.0717 | 0.8912 | 0.9440 |
56
- | No log | 0.1064 | 10 | 0.8107 | -0.0058 | 0.8107 | 0.9004 |
57
- | No log | 0.1277 | 12 | 0.7588 | 0.1050 | 0.7588 | 0.8711 |
58
- | No log | 0.1489 | 14 | 0.6761 | 0.1355 | 0.6761 | 0.8222 |
59
- | No log | 0.1702 | 16 | 0.5936 | 0.4030 | 0.5936 | 0.7705 |
60
- | No log | 0.1915 | 18 | 0.6359 | 0.3937 | 0.6359 | 0.7975 |
61
- | No log | 0.2128 | 20 | 0.5725 | 0.4018 | 0.5725 | 0.7567 |
62
- | No log | 0.2340 | 22 | 0.5798 | 0.4085 | 0.5798 | 0.7614 |
63
- | No log | 0.2553 | 24 | 0.5225 | 0.4717 | 0.5225 | 0.7229 |
64
- | No log | 0.2766 | 26 | 0.5161 | 0.4137 | 0.5161 | 0.7184 |
65
- | No log | 0.2979 | 28 | 0.5071 | 0.4604 | 0.5071 | 0.7121 |
66
- | No log | 0.3191 | 30 | 0.4952 | 0.4657 | 0.4952 | 0.7037 |
67
- | No log | 0.3404 | 32 | 0.4487 | 0.5593 | 0.4487 | 0.6698 |
68
- | No log | 0.3617 | 34 | 0.5237 | 0.5491 | 0.5237 | 0.7236 |
69
- | No log | 0.3830 | 36 | 0.5080 | 0.5507 | 0.5080 | 0.7127 |
70
- | No log | 0.4043 | 38 | 0.4330 | 0.5952 | 0.4330 | 0.6580 |
71
- | No log | 0.4255 | 40 | 0.5310 | 0.4044 | 0.5310 | 0.7287 |
72
- | No log | 0.4468 | 42 | 0.5610 | 0.3759 | 0.5610 | 0.7490 |
73
- | No log | 0.4681 | 44 | 0.4910 | 0.5738 | 0.4910 | 0.7007 |
74
- | No log | 0.4894 | 46 | 0.5503 | 0.5752 | 0.5503 | 0.7418 |
75
- | No log | 0.5106 | 48 | 0.6052 | 0.5774 | 0.6052 | 0.7779 |
76
- | No log | 0.5319 | 50 | 0.4782 | 0.5815 | 0.4782 | 0.6915 |
77
- | No log | 0.5532 | 52 | 0.4317 | 0.5970 | 0.4317 | 0.6570 |
78
- | No log | 0.5745 | 54 | 0.4447 | 0.5510 | 0.4447 | 0.6669 |
79
- | No log | 0.5957 | 56 | 0.4392 | 0.5765 | 0.4392 | 0.6627 |
80
- | No log | 0.6170 | 58 | 0.4546 | 0.6128 | 0.4546 | 0.6742 |
81
- | No log | 0.6383 | 60 | 0.4690 | 0.6224 | 0.4690 | 0.6848 |
82
- | No log | 0.6596 | 62 | 0.4411 | 0.5951 | 0.4411 | 0.6641 |
83
- | No log | 0.6809 | 64 | 0.4276 | 0.6110 | 0.4276 | 0.6539 |
84
- | No log | 0.7021 | 66 | 0.5060 | 0.4348 | 0.5060 | 0.7113 |
85
- | No log | 0.7234 | 68 | 0.5452 | 0.4925 | 0.5452 | 0.7384 |
86
- | No log | 0.7447 | 70 | 0.5049 | 0.4914 | 0.5049 | 0.7106 |
87
- | No log | 0.7660 | 72 | 0.4604 | 0.4917 | 0.4604 | 0.6786 |
88
- | No log | 0.7872 | 74 | 0.4502 | 0.5586 | 0.4502 | 0.6710 |
89
- | No log | 0.8085 | 76 | 0.4574 | 0.6184 | 0.4574 | 0.6763 |
90
- | No log | 0.8298 | 78 | 0.4928 | 0.5761 | 0.4928 | 0.7020 |
91
- | No log | 0.8511 | 80 | 0.4823 | 0.5359 | 0.4823 | 0.6945 |
92
- | No log | 0.8723 | 82 | 0.4337 | 0.5939 | 0.4337 | 0.6586 |
93
- | No log | 0.8936 | 84 | 0.4058 | 0.5726 | 0.4058 | 0.6370 |
94
- | No log | 0.9149 | 86 | 0.4118 | 0.5830 | 0.4118 | 0.6417 |
95
- | No log | 0.9362 | 88 | 0.4143 | 0.5584 | 0.4143 | 0.6437 |
96
- | No log | 0.9574 | 90 | 0.4830 | 0.5947 | 0.4830 | 0.6950 |
97
- | No log | 0.9787 | 92 | 0.5324 | 0.5893 | 0.5324 | 0.7296 |
98
- | No log | 1.0 | 94 | 0.6682 | 0.5928 | 0.6682 | 0.8174 |
99
- | No log | 1.0213 | 96 | 0.8478 | 0.5182 | 0.8478 | 0.9208 |
100
- | No log | 1.0426 | 98 | 0.6385 | 0.6350 | 0.6385 | 0.7991 |
101
- | No log | 1.0638 | 100 | 0.7597 | 0.5585 | 0.7597 | 0.8716 |
102
- | No log | 1.0851 | 102 | 0.8262 | 0.5251 | 0.8262 | 0.9090 |
103
- | No log | 1.1064 | 104 | 0.7091 | 0.5217 | 0.7091 | 0.8421 |
104
- | No log | 1.1277 | 106 | 0.4544 | 0.6304 | 0.4544 | 0.6741 |
105
- | No log | 1.1489 | 108 | 0.6035 | 0.5141 | 0.6035 | 0.7769 |
106
- | No log | 1.1702 | 110 | 0.5987 | 0.4519 | 0.5987 | 0.7737 |
107
- | No log | 1.1915 | 112 | 0.4245 | 0.5771 | 0.4245 | 0.6515 |
108
- | No log | 1.2128 | 114 | 0.4439 | 0.5477 | 0.4439 | 0.6663 |
109
- | No log | 1.2340 | 116 | 0.5000 | 0.5645 | 0.5000 | 0.7071 |
110
- | No log | 1.2553 | 118 | 0.4860 | 0.5759 | 0.4860 | 0.6971 |
111
- | No log | 1.2766 | 120 | 0.4785 | 0.6050 | 0.4785 | 0.6917 |
112
- | No log | 1.2979 | 122 | 0.4848 | 0.6204 | 0.4848 | 0.6963 |
113
- | No log | 1.3191 | 124 | 0.5005 | 0.6606 | 0.5005 | 0.7075 |
114
- | No log | 1.3404 | 126 | 0.4920 | 0.6282 | 0.4920 | 0.7014 |
115
- | No log | 1.3617 | 128 | 0.4963 | 0.6428 | 0.4963 | 0.7045 |
116
- | No log | 1.3830 | 130 | 0.4733 | 0.6194 | 0.4733 | 0.6880 |
117
- | No log | 1.4043 | 132 | 0.4367 | 0.6616 | 0.4367 | 0.6608 |
118
- | No log | 1.4255 | 134 | 0.4137 | 0.5986 | 0.4137 | 0.6432 |
119
- | No log | 1.4468 | 136 | 0.3989 | 0.6105 | 0.3989 | 0.6316 |
120
- | No log | 1.4681 | 138 | 0.4877 | 0.5543 | 0.4877 | 0.6984 |
121
- | No log | 1.4894 | 140 | 0.5044 | 0.5239 | 0.5044 | 0.7102 |
122
- | No log | 1.5106 | 142 | 0.4533 | 0.6100 | 0.4533 | 0.6733 |
123
- | No log | 1.5319 | 144 | 0.4249 | 0.5931 | 0.4249 | 0.6518 |
124
- | No log | 1.5532 | 146 | 0.4168 | 0.5858 | 0.4168 | 0.6456 |
125
- | No log | 1.5745 | 148 | 0.3980 | 0.6249 | 0.3980 | 0.6309 |
126
- | No log | 1.5957 | 150 | 0.4054 | 0.6079 | 0.4054 | 0.6367 |
127
- | No log | 1.6170 | 152 | 0.4249 | 0.6337 | 0.4249 | 0.6518 |
128
- | No log | 1.6383 | 154 | 0.4553 | 0.6767 | 0.4553 | 0.6748 |
129
- | No log | 1.6596 | 156 | 0.4783 | 0.6544 | 0.4783 | 0.6916 |
130
- | No log | 1.6809 | 158 | 0.4899 | 0.6347 | 0.4899 | 0.7000 |
131
- | No log | 1.7021 | 160 | 0.4984 | 0.6300 | 0.4984 | 0.7060 |
132
- | No log | 1.7234 | 162 | 0.5419 | 0.6334 | 0.5419 | 0.7362 |
133
- | No log | 1.7447 | 164 | 0.6070 | 0.6009 | 0.6070 | 0.7791 |
134
- | No log | 1.7660 | 166 | 0.7209 | 0.5736 | 0.7209 | 0.8491 |
135
- | No log | 1.7872 | 168 | 0.7983 | 0.5397 | 0.7983 | 0.8935 |
136
- | No log | 1.8085 | 170 | 0.7232 | 0.5426 | 0.7232 | 0.8504 |
137
- | No log | 1.8298 | 172 | 0.5292 | 0.6050 | 0.5292 | 0.7275 |
138
- | No log | 1.8511 | 174 | 0.4783 | 0.6425 | 0.4783 | 0.6916 |
139
- | No log | 1.8723 | 176 | 0.4675 | 0.6629 | 0.4675 | 0.6837 |
140
- | No log | 1.8936 | 178 | 0.4720 | 0.6603 | 0.4720 | 0.6870 |
141
- | No log | 1.9149 | 180 | 0.4617 | 0.6203 | 0.4617 | 0.6795 |
142
- | No log | 1.9362 | 182 | 0.4202 | 0.6190 | 0.4202 | 0.6482 |
143
- | No log | 1.9574 | 184 | 0.3921 | 0.6230 | 0.3921 | 0.6261 |
144
- | No log | 1.9787 | 186 | 0.3943 | 0.6125 | 0.3943 | 0.6280 |
145
- | No log | 2.0 | 188 | 0.4065 | 0.6134 | 0.4065 | 0.6375 |
146
- | No log | 2.0213 | 190 | 0.3937 | 0.6141 | 0.3937 | 0.6274 |
147
- | No log | 2.0426 | 192 | 0.3946 | 0.6351 | 0.3946 | 0.6282 |
148
- | No log | 2.0638 | 194 | 0.4322 | 0.6398 | 0.4322 | 0.6574 |
149
- | No log | 2.0851 | 196 | 0.4897 | 0.6423 | 0.4897 | 0.6998 |
150
- | No log | 2.1064 | 198 | 0.4886 | 0.6464 | 0.4886 | 0.6990 |
151
- | No log | 2.1277 | 200 | 0.4128 | 0.6415 | 0.4128 | 0.6425 |
152
- | No log | 2.1489 | 202 | 0.4063 | 0.6088 | 0.4063 | 0.6374 |
153
- | No log | 2.1702 | 204 | 0.4182 | 0.6167 | 0.4182 | 0.6467 |
154
- | No log | 2.1915 | 206 | 0.4006 | 0.6165 | 0.4006 | 0.6329 |
155
- | No log | 2.2128 | 208 | 0.4102 | 0.6326 | 0.4102 | 0.6405 |
156
- | No log | 2.2340 | 210 | 0.4471 | 0.6150 | 0.4471 | 0.6687 |
157
- | No log | 2.2553 | 212 | 0.4842 | 0.6069 | 0.4842 | 0.6958 |
158
- | No log | 2.2766 | 214 | 0.4766 | 0.6110 | 0.4766 | 0.6904 |
159
- | No log | 2.2979 | 216 | 0.4749 | 0.6409 | 0.4749 | 0.6891 |
160
- | No log | 2.3191 | 218 | 0.4780 | 0.6444 | 0.4780 | 0.6914 |
161
- | No log | 2.3404 | 220 | 0.4826 | 0.6557 | 0.4826 | 0.6947 |
162
- | No log | 2.3617 | 222 | 0.4901 | 0.6691 | 0.4901 | 0.7001 |
163
- | No log | 2.3830 | 224 | 0.4918 | 0.6360 | 0.4918 | 0.7013 |
164
- | No log | 2.4043 | 226 | 0.4923 | 0.6327 | 0.4923 | 0.7016 |
165
- | No log | 2.4255 | 228 | 0.4641 | 0.6362 | 0.4641 | 0.6813 |
166
- | No log | 2.4468 | 230 | 0.4319 | 0.6045 | 0.4319 | 0.6572 |
167
- | No log | 2.4681 | 232 | 0.4190 | 0.6490 | 0.4190 | 0.6473 |
168
- | No log | 2.4894 | 234 | 0.4662 | 0.5866 | 0.4662 | 0.6828 |
169
- | No log | 2.5106 | 236 | 0.5830 | 0.4937 | 0.5830 | 0.7635 |
170
- | No log | 2.5319 | 238 | 0.6040 | 0.4662 | 0.6040 | 0.7772 |
171
- | No log | 2.5532 | 240 | 0.5250 | 0.5656 | 0.5250 | 0.7246 |
172
- | No log | 2.5745 | 242 | 0.4168 | 0.6432 | 0.4168 | 0.6456 |
173
- | No log | 2.5957 | 244 | 0.4011 | 0.6461 | 0.4011 | 0.6333 |
174
- | No log | 2.6170 | 246 | 0.3936 | 0.6479 | 0.3936 | 0.6274 |
175
- | No log | 2.6383 | 248 | 0.4122 | 0.5869 | 0.4122 | 0.6420 |
176
- | No log | 2.6596 | 250 | 0.4232 | 0.5868 | 0.4232 | 0.6505 |
177
- | No log | 2.6809 | 252 | 0.4073 | 0.5943 | 0.4074 | 0.6382 |
178
- | No log | 2.7021 | 254 | 0.4029 | 0.6548 | 0.4029 | 0.6348 |
179
- | No log | 2.7234 | 256 | 0.4453 | 0.6079 | 0.4453 | 0.6673 |
180
- | No log | 2.7447 | 258 | 0.4349 | 0.6246 | 0.4349 | 0.6595 |
181
- | No log | 2.7660 | 260 | 0.4438 | 0.6424 | 0.4438 | 0.6661 |
182
- | No log | 2.7872 | 262 | 0.5657 | 0.5500 | 0.5657 | 0.7521 |
183
- | No log | 2.8085 | 264 | 0.5778 | 0.5461 | 0.5778 | 0.7601 |
184
- | No log | 2.8298 | 266 | 0.4950 | 0.6287 | 0.4950 | 0.7036 |
185
- | No log | 2.8511 | 268 | 0.4104 | 0.6640 | 0.4104 | 0.6406 |
186
- | No log | 2.8723 | 270 | 0.3964 | 0.6742 | 0.3964 | 0.6296 |
187
- | No log | 2.8936 | 272 | 0.3996 | 0.6576 | 0.3996 | 0.6321 |
188
- | No log | 2.9149 | 274 | 0.4224 | 0.6668 | 0.4224 | 0.6500 |
189
- | No log | 2.9362 | 276 | 0.4420 | 0.6547 | 0.4420 | 0.6649 |
190
- | No log | 2.9574 | 278 | 0.4305 | 0.6485 | 0.4305 | 0.6561 |
191
- | No log | 2.9787 | 280 | 0.5082 | 0.6418 | 0.5082 | 0.7129 |
192
- | No log | 3.0 | 282 | 0.7203 | 0.5457 | 0.7203 | 0.8487 |
193
- | No log | 3.0213 | 284 | 0.7808 | 0.5246 | 0.7808 | 0.8836 |
194
- | No log | 3.0426 | 286 | 0.6960 | 0.5522 | 0.6960 | 0.8342 |
195
- | No log | 3.0638 | 288 | 0.5180 | 0.6574 | 0.5180 | 0.7197 |
196
- | No log | 3.0851 | 290 | 0.5417 | 0.5945 | 0.5417 | 0.7360 |
197
- | No log | 3.1064 | 292 | 0.5966 | 0.5818 | 0.5966 | 0.7724 |
198
- | No log | 3.1277 | 294 | 0.4634 | 0.5997 | 0.4634 | 0.6808 |
199
- | No log | 3.1489 | 296 | 0.3835 | 0.5944 | 0.3835 | 0.6192 |
200
- | No log | 3.1702 | 298 | 0.4683 | 0.5168 | 0.4683 | 0.6843 |
201
- | No log | 3.1915 | 300 | 0.5243 | 0.5087 | 0.5243 | 0.7241 |
202
- | No log | 3.2128 | 302 | 0.4913 | 0.5855 | 0.4913 | 0.7009 |
203
- | No log | 3.2340 | 304 | 0.4170 | 0.6253 | 0.4170 | 0.6457 |
204
- | No log | 3.2553 | 306 | 0.4136 | 0.6516 | 0.4136 | 0.6431 |
205
- | No log | 3.2766 | 308 | 0.4288 | 0.6377 | 0.4288 | 0.6548 |
206
- | No log | 3.2979 | 310 | 0.4116 | 0.6393 | 0.4116 | 0.6415 |
207
- | No log | 3.3191 | 312 | 0.3975 | 0.6431 | 0.3975 | 0.6304 |
208
- | No log | 3.3404 | 314 | 0.3836 | 0.6374 | 0.3836 | 0.6194 |
209
- | No log | 3.3617 | 316 | 0.3780 | 0.6054 | 0.3780 | 0.6148 |
210
- | No log | 3.3830 | 318 | 0.3859 | 0.6112 | 0.3859 | 0.6212 |
211
- | No log | 3.4043 | 320 | 0.3917 | 0.6432 | 0.3917 | 0.6259 |
212
- | No log | 3.4255 | 322 | 0.4362 | 0.6366 | 0.4362 | 0.6605 |
213
- | No log | 3.4468 | 324 | 0.4841 | 0.6413 | 0.4841 | 0.6958 |
214
- | No log | 3.4681 | 326 | 0.5696 | 0.6362 | 0.5696 | 0.7547 |
215
- | No log | 3.4894 | 328 | 0.5705 | 0.6437 | 0.5705 | 0.7553 |
216
- | No log | 3.5106 | 330 | 0.4672 | 0.6389 | 0.4672 | 0.6835 |
217
- | No log | 3.5319 | 332 | 0.5060 | 0.6238 | 0.5060 | 0.7114 |
218
- | No log | 3.5532 | 334 | 0.5060 | 0.6309 | 0.5060 | 0.7113 |
219
- | No log | 3.5745 | 336 | 0.4451 | 0.6464 | 0.4451 | 0.6672 |
220
- | No log | 3.5957 | 338 | 0.4510 | 0.6004 | 0.4510 | 0.6716 |
221
- | No log | 3.6170 | 340 | 0.5448 | 0.5961 | 0.5448 | 0.7381 |
222
- | No log | 3.6383 | 342 | 0.5485 | 0.6042 | 0.5485 | 0.7406 |
223
- | No log | 3.6596 | 344 | 0.4640 | 0.6181 | 0.4640 | 0.6812 |
224
- | No log | 3.6809 | 346 | 0.4673 | 0.6347 | 0.4673 | 0.6836 |
225
- | No log | 3.7021 | 348 | 0.5481 | 0.5861 | 0.5481 | 0.7404 |
226
- | No log | 3.7234 | 350 | 0.4744 | 0.5933 | 0.4744 | 0.6888 |
227
- | No log | 3.7447 | 352 | 0.4216 | 0.6250 | 0.4216 | 0.6493 |
228
- | No log | 3.7660 | 354 | 0.5205 | 0.5946 | 0.5205 | 0.7215 |
229
- | No log | 3.7872 | 356 | 0.5659 | 0.5698 | 0.5659 | 0.7523 |
230
- | No log | 3.8085 | 358 | 0.5002 | 0.6163 | 0.5002 | 0.7072 |
231
- | No log | 3.8298 | 360 | 0.4290 | 0.6535 | 0.4290 | 0.6550 |
232
- | No log | 3.8511 | 362 | 0.4985 | 0.6278 | 0.4985 | 0.7060 |
233
- | No log | 3.8723 | 364 | 0.6208 | 0.5551 | 0.6208 | 0.7879 |
234
- | No log | 3.8936 | 366 | 0.7395 | 0.5576 | 0.7395 | 0.8599 |
235
- | No log | 3.9149 | 368 | 0.6472 | 0.5726 | 0.6472 | 0.8045 |
236
- | No log | 3.9362 | 370 | 0.4603 | 0.6324 | 0.4603 | 0.6785 |
237
- | No log | 3.9574 | 372 | 0.4003 | 0.6393 | 0.4003 | 0.6327 |
238
- | No log | 3.9787 | 374 | 0.4708 | 0.5541 | 0.4708 | 0.6861 |
239
- | No log | 4.0 | 376 | 0.4931 | 0.5544 | 0.4931 | 0.7022 |
240
- | No log | 4.0213 | 378 | 0.4257 | 0.5853 | 0.4257 | 0.6525 |
241
- | No log | 4.0426 | 380 | 0.3829 | 0.6004 | 0.3829 | 0.6188 |
242
- | No log | 4.0638 | 382 | 0.3824 | 0.6126 | 0.3824 | 0.6184 |
243
- | No log | 4.0851 | 384 | 0.3992 | 0.6197 | 0.3992 | 0.6318 |
244
- | No log | 4.1064 | 386 | 0.4563 | 0.6338 | 0.4563 | 0.6755 |
245
- | No log | 4.1277 | 388 | 0.4529 | 0.6466 | 0.4529 | 0.6730 |
246
- | No log | 4.1489 | 390 | 0.4009 | 0.6681 | 0.4009 | 0.6332 |
247
- | No log | 4.1702 | 392 | 0.4008 | 0.6352 | 0.4008 | 0.6331 |
248
- | No log | 4.1915 | 394 | 0.4109 | 0.6256 | 0.4109 | 0.6410 |
249
- | No log | 4.2128 | 396 | 0.3896 | 0.6497 | 0.3896 | 0.6241 |
250
- | No log | 4.2340 | 398 | 0.3933 | 0.6863 | 0.3933 | 0.6271 |
251
- | No log | 4.2553 | 400 | 0.5320 | 0.6283 | 0.5320 | 0.7294 |
252
- | No log | 4.2766 | 402 | 0.6561 | 0.5846 | 0.6561 | 0.8100 |
253
- | No log | 4.2979 | 404 | 0.5775 | 0.6257 | 0.5775 | 0.7599 |
254
- | No log | 4.3191 | 406 | 0.4400 | 0.7146 | 0.4400 | 0.6633 |
255
- | No log | 4.3404 | 408 | 0.4408 | 0.6857 | 0.4408 | 0.6639 |
256
- | No log | 4.3617 | 410 | 0.4154 | 0.6864 | 0.4154 | 0.6445 |
257
- | No log | 4.3830 | 412 | 0.4949 | 0.6310 | 0.4949 | 0.7035 |
258
- | No log | 4.4043 | 414 | 0.7489 | 0.5511 | 0.7489 | 0.8654 |
259
- | No log | 4.4255 | 416 | 0.7973 | 0.5360 | 0.7973 | 0.8929 |
260
- | No log | 4.4468 | 418 | 0.6206 | 0.5956 | 0.6206 | 0.7878 |
261
- | No log | 4.4681 | 420 | 0.4791 | 0.6562 | 0.4791 | 0.6922 |
262
- | No log | 4.4894 | 422 | 0.5261 | 0.5923 | 0.5261 | 0.7254 |
263
- | No log | 4.5106 | 424 | 0.5060 | 0.5891 | 0.5060 | 0.7113 |
264
- | No log | 4.5319 | 426 | 0.4146 | 0.6485 | 0.4146 | 0.6439 |
265
- | No log | 4.5532 | 428 | 0.3773 | 0.6843 | 0.3773 | 0.6142 |
266
- | No log | 4.5745 | 430 | 0.4260 | 0.6430 | 0.4260 | 0.6527 |
267
- | No log | 4.5957 | 432 | 0.5088 | 0.5838 | 0.5088 | 0.7133 |
268
- | No log | 4.6170 | 434 | 0.4983 | 0.5732 | 0.4983 | 0.7059 |
269
- | No log | 4.6383 | 436 | 0.4090 | 0.6693 | 0.4090 | 0.6395 |
270
- | No log | 4.6596 | 438 | 0.3783 | 0.6857 | 0.3783 | 0.6151 |
271
- | No log | 4.6809 | 440 | 0.3869 | 0.6818 | 0.3869 | 0.6220 |
272
- | No log | 4.7021 | 442 | 0.4071 | 0.6881 | 0.4071 | 0.6380 |
273
- | No log | 4.7234 | 444 | 0.4277 | 0.6609 | 0.4277 | 0.6540 |
274
- | No log | 4.7447 | 446 | 0.4636 | 0.6660 | 0.4636 | 0.6809 |
275
- | No log | 4.7660 | 448 | 0.4533 | 0.6618 | 0.4533 | 0.6733 |
276
- | No log | 4.7872 | 450 | 0.4360 | 0.6389 | 0.4360 | 0.6603 |
277
- | No log | 4.8085 | 452 | 0.4480 | 0.6371 | 0.4480 | 0.6694 |
278
- | No log | 4.8298 | 454 | 0.4296 | 0.6457 | 0.4296 | 0.6554 |
279
- | No log | 4.8511 | 456 | 0.4323 | 0.6499 | 0.4323 | 0.6575 |
280
- | No log | 4.8723 | 458 | 0.4242 | 0.6279 | 0.4242 | 0.6513 |
281
- | No log | 4.8936 | 460 | 0.4348 | 0.6410 | 0.4348 | 0.6594 |
282
- | No log | 4.9149 | 462 | 0.4626 | 0.6199 | 0.4626 | 0.6802 |
283
- | No log | 4.9362 | 464 | 0.5208 | 0.6295 | 0.5208 | 0.7216 |
284
- | No log | 4.9574 | 466 | 0.6202 | 0.5925 | 0.6202 | 0.7876 |
285
- | No log | 4.9787 | 468 | 0.6188 | 0.5944 | 0.6188 | 0.7867 |
286
- | No log | 5.0 | 470 | 0.5609 | 0.6335 | 0.5609 | 0.7490 |
287
- | No log | 5.0213 | 472 | 0.5367 | 0.6156 | 0.5367 | 0.7326 |
288
- | No log | 5.0426 | 474 | 0.4879 | 0.6300 | 0.4879 | 0.6985 |
289
- | No log | 5.0638 | 476 | 0.4770 | 0.6108 | 0.4770 | 0.6906 |
290
- | No log | 5.0851 | 478 | 0.5511 | 0.5472 | 0.5511 | 0.7423 |
291
- | No log | 5.1064 | 480 | 0.5144 | 0.5631 | 0.5144 | 0.7172 |
292
- | No log | 5.1277 | 482 | 0.4926 | 0.5777 | 0.4926 | 0.7018 |
293
- | No log | 5.1489 | 484 | 0.4654 | 0.6055 | 0.4654 | 0.6822 |
294
- | No log | 5.1702 | 486 | 0.4989 | 0.6308 | 0.4989 | 0.7063 |
295
- | No log | 5.1915 | 488 | 0.4846 | 0.6603 | 0.4846 | 0.6961 |
296
- | No log | 5.2128 | 490 | 0.4895 | 0.6474 | 0.4895 | 0.6996 |
297
- | No log | 5.2340 | 492 | 0.4846 | 0.6516 | 0.4846 | 0.6962 |
298
- | No log | 5.2553 | 494 | 0.4708 | 0.6424 | 0.4708 | 0.6862 |
299
- | No log | 5.2766 | 496 | 0.4916 | 0.6528 | 0.4916 | 0.7012 |
300
- | No log | 5.2979 | 498 | 0.6241 | 0.6029 | 0.6241 | 0.7900 |
301
- | 0.4496 | 5.3191 | 500 | 0.5872 | 0.5743 | 0.5872 | 0.7663 |
302
- | 0.4496 | 5.3404 | 502 | 0.5393 | 0.5832 | 0.5393 | 0.7344 |
303
- | 0.4496 | 5.3617 | 504 | 0.4260 | 0.6080 | 0.4260 | 0.6527 |
304
- | 0.4496 | 5.3830 | 506 | 0.3835 | 0.6046 | 0.3835 | 0.6192 |
305
- | 0.4496 | 5.4043 | 508 | 0.3899 | 0.5877 | 0.3899 | 0.6244 |
306
- | 0.4496 | 5.4255 | 510 | 0.4009 | 0.5825 | 0.4009 | 0.6332 |
307
- | 0.4496 | 5.4468 | 512 | 0.4142 | 0.5734 | 0.4142 | 0.6436 |
308
- | 0.4496 | 5.4681 | 514 | 0.4544 | 0.5920 | 0.4544 | 0.6741 |
309
- | 0.4496 | 5.4894 | 516 | 0.4999 | 0.5985 | 0.4999 | 0.7071 |
310
- | 0.4496 | 5.5106 | 518 | 0.4954 | 0.6285 | 0.4954 | 0.7039 |
311
- | 0.4496 | 5.5319 | 520 | 0.4790 | 0.6561 | 0.4790 | 0.6921 |
312
- | 0.4496 | 5.5532 | 522 | 0.4872 | 0.6583 | 0.4872 | 0.6980 |
313
- | 0.4496 | 5.5745 | 524 | 0.5014 | 0.6423 | 0.5014 | 0.7081 |
314
- | 0.4496 | 5.5957 | 526 | 0.5192 | 0.5959 | 0.5192 | 0.7206 |
315
- | 0.4496 | 5.6170 | 528 | 0.5293 | 0.5831 | 0.5293 | 0.7276 |
316
- | 0.4496 | 5.6383 | 530 | 0.4759 | 0.6206 | 0.4759 | 0.6898 |
317
- | 0.4496 | 5.6596 | 532 | 0.4409 | 0.6550 | 0.4409 | 0.6640 |
318
- | 0.4496 | 5.6809 | 534 | 0.4462 | 0.6588 | 0.4462 | 0.6679 |
319
- | 0.4496 | 5.7021 | 536 | 0.4951 | 0.6415 | 0.4951 | 0.7036 |
320
- | 0.4496 | 5.7234 | 538 | 0.5706 | 0.6376 | 0.5706 | 0.7554 |
321
- | 0.4496 | 5.7447 | 540 | 0.6514 | 0.6188 | 0.6514 | 0.8071 |
322
- | 0.4496 | 5.7660 | 542 | 0.6531 | 0.5887 | 0.6531 | 0.8082 |
323
- | 0.4496 | 5.7872 | 544 | 0.5552 | 0.6041 | 0.5552 | 0.7451 |
324
- | 0.4496 | 5.8085 | 546 | 0.4180 | 0.6662 | 0.4180 | 0.6465 |
325
- | 0.4496 | 5.8298 | 548 | 0.4018 | 0.6753 | 0.4018 | 0.6339 |
326
- | 0.4496 | 5.8511 | 550 | 0.4123 | 0.6614 | 0.4123 | 0.6421 |
327
- | 0.4496 | 5.8723 | 552 | 0.4744 | 0.6326 | 0.4744 | 0.6888 |
328
- | 0.4496 | 5.8936 | 554 | 0.6068 | 0.5927 | 0.6068 | 0.7790 |
329
- | 0.4496 | 5.9149 | 556 | 0.6212 | 0.5967 | 0.6212 | 0.7881 |
330
- | 0.4496 | 5.9362 | 558 | 0.5939 | 0.6098 | 0.5939 | 0.7706 |
331
- | 0.4496 | 5.9574 | 560 | 0.5152 | 0.6233 | 0.5152 | 0.7177 |
332
- | 0.4496 | 5.9787 | 562 | 0.4714 | 0.6349 | 0.4714 | 0.6866 |
333
- | 0.4496 | 6.0 | 564 | 0.4978 | 0.6299 | 0.4978 | 0.7055 |
334
- | 0.4496 | 6.0213 | 566 | 0.4656 | 0.6435 | 0.4656 | 0.6824 |
335
- | 0.4496 | 6.0426 | 568 | 0.4661 | 0.6519 | 0.4661 | 0.6827 |
336
- | 0.4496 | 6.0638 | 570 | 0.4546 | 0.6557 | 0.4546 | 0.6742 |
337
- | 0.4496 | 6.0851 | 572 | 0.4461 | 0.6598 | 0.4461 | 0.6679 |
338
- | 0.4496 | 6.1064 | 574 | 0.4796 | 0.6308 | 0.4796 | 0.6925 |
339
- | 0.4496 | 6.1277 | 576 | 0.4689 | 0.6354 | 0.4689 | 0.6848 |
340
- | 0.4496 | 6.1489 | 578 | 0.4939 | 0.6436 | 0.4939 | 0.7028 |
341
- | 0.4496 | 6.1702 | 580 | 0.4499 | 0.6507 | 0.4499 | 0.6707 |
342
- | 0.4496 | 6.1915 | 582 | 0.4300 | 0.6536 | 0.4300 | 0.6557 |
343
- | 0.4496 | 6.2128 | 584 | 0.3944 | 0.6877 | 0.3944 | 0.6280 |
344
- | 0.4496 | 6.2340 | 586 | 0.3901 | 0.6791 | 0.3901 | 0.6246 |
345
- | 0.4496 | 6.2553 | 588 | 0.4976 | 0.6144 | 0.4976 | 0.7054 |
346
- | 0.4496 | 6.2766 | 590 | 0.6267 | 0.6017 | 0.6267 | 0.7917 |
347
- | 0.4496 | 6.2979 | 592 | 0.5363 | 0.6208 | 0.5363 | 0.7323 |
348
- | 0.4496 | 6.3191 | 594 | 0.4252 | 0.6866 | 0.4252 | 0.6521 |
349
- | 0.4496 | 6.3404 | 596 | 0.4394 | 0.6681 | 0.4394 | 0.6629 |
350
- | 0.4496 | 6.3617 | 598 | 0.4905 | 0.6270 | 0.4905 | 0.7004 |
351
- | 0.4496 | 6.3830 | 600 | 0.5297 | 0.6266 | 0.5296 | 0.7278 |
352
- | 0.4496 | 6.4043 | 602 | 0.4974 | 0.6330 | 0.4974 | 0.7053 |
353
- | 0.4496 | 6.4255 | 604 | 0.4519 | 0.6275 | 0.4519 | 0.6723 |
354
- | 0.4496 | 6.4468 | 606 | 0.4510 | 0.6289 | 0.4510 | 0.6716 |
355
- | 0.4496 | 6.4681 | 608 | 0.4285 | 0.6496 | 0.4285 | 0.6546 |
356
- | 0.4496 | 6.4894 | 610 | 0.4168 | 0.6523 | 0.4168 | 0.6456 |
357
- | 0.4496 | 6.5106 | 612 | 0.4510 | 0.6244 | 0.4510 | 0.6716 |
358
- | 0.4496 | 6.5319 | 614 | 0.4720 | 0.6021 | 0.4720 | 0.6870 |
359
- | 0.4496 | 6.5532 | 616 | 0.4537 | 0.6206 | 0.4537 | 0.6736 |
360
- | 0.4496 | 6.5745 | 618 | 0.4471 | 0.6445 | 0.4471 | 0.6687 |
361
- | 0.4496 | 6.5957 | 620 | 0.5157 | 0.6482 | 0.5157 | 0.7181 |
362
- | 0.4496 | 6.6170 | 622 | 0.5235 | 0.6335 | 0.5235 | 0.7235 |
363
- | 0.4496 | 6.6383 | 624 | 0.4825 | 0.6518 | 0.4825 | 0.6946 |
364
- | 0.4496 | 6.6596 | 626 | 0.4861 | 0.6576 | 0.4861 | 0.6972 |
365
- | 0.4496 | 6.6809 | 628 | 0.4516 | 0.6354 | 0.4516 | 0.6720 |
366
- | 0.4496 | 6.7021 | 630 | 0.4609 | 0.6512 | 0.4609 | 0.6789 |
367
- | 0.4496 | 6.7234 | 632 | 0.4546 | 0.6317 | 0.4546 | 0.6742 |
368
- | 0.4496 | 6.7447 | 634 | 0.4149 | 0.6286 | 0.4149 | 0.6442 |
369
- | 0.4496 | 6.7660 | 636 | 0.4084 | 0.6253 | 0.4084 | 0.6391 |
370
- | 0.4496 | 6.7872 | 638 | 0.4146 | 0.6483 | 0.4146 | 0.6439 |
371
- | 0.4496 | 6.8085 | 640 | 0.4518 | 0.6408 | 0.4518 | 0.6722 |
372
- | 0.4496 | 6.8298 | 642 | 0.5205 | 0.6292 | 0.5205 | 0.7215 |
373
- | 0.4496 | 6.8511 | 644 | 0.4692 | 0.6526 | 0.4692 | 0.6850 |
374
- | 0.4496 | 6.8723 | 646 | 0.4031 | 0.6523 | 0.4031 | 0.6349 |
375
- | 0.4496 | 6.8936 | 648 | 0.3874 | 0.6689 | 0.3874 | 0.6224 |
376
- | 0.4496 | 6.9149 | 650 | 0.4121 | 0.6017 | 0.4121 | 0.6419 |
377
- | 0.4496 | 6.9362 | 652 | 0.4750 | 0.6229 | 0.4750 | 0.6892 |
378
- | 0.4496 | 6.9574 | 654 | 0.4514 | 0.6061 | 0.4514 | 0.6719 |
379
- | 0.4496 | 6.9787 | 656 | 0.4242 | 0.6298 | 0.4242 | 0.6513 |
380
- | 0.4496 | 7.0 | 658 | 0.4466 | 0.6210 | 0.4466 | 0.6683 |
381
- | 0.4496 | 7.0213 | 660 | 0.4667 | 0.6313 | 0.4667 | 0.6832 |
382
- | 0.4496 | 7.0426 | 662 | 0.5223 | 0.6087 | 0.5223 | 0.7227 |
383
- | 0.4496 | 7.0638 | 664 | 0.6603 | 0.6163 | 0.6603 | 0.8126 |
384
- | 0.4496 | 7.0851 | 666 | 0.6530 | 0.6305 | 0.6530 | 0.8081 |
385
- | 0.4496 | 7.1064 | 668 | 0.5340 | 0.6192 | 0.5340 | 0.7307 |
386
- | 0.4496 | 7.1277 | 670 | 0.4415 | 0.6839 | 0.4415 | 0.6644 |
387
- | 0.4496 | 7.1489 | 672 | 0.4200 | 0.6905 | 0.4200 | 0.6481 |
388
- | 0.4496 | 7.1702 | 674 | 0.4421 | 0.6578 | 0.4421 | 0.6649 |
389
- | 0.4496 | 7.1915 | 676 | 0.5494 | 0.5683 | 0.5494 | 0.7412 |
390
- | 0.4496 | 7.2128 | 678 | 0.5446 | 0.5867 | 0.5446 | 0.7380 |
391
- | 0.4496 | 7.2340 | 680 | 0.4358 | 0.6703 | 0.4358 | 0.6602 |
392
- | 0.4496 | 7.2553 | 682 | 0.4201 | 0.6509 | 0.4201 | 0.6482 |
393
- | 0.4496 | 7.2766 | 684 | 0.4285 | 0.6259 | 0.4285 | 0.6546 |
394
- | 0.4496 | 7.2979 | 686 | 0.4345 | 0.6260 | 0.4345 | 0.6591 |
395
- | 0.4496 | 7.3191 | 688 | 0.4045 | 0.6403 | 0.4045 | 0.6360 |
396
- | 0.4496 | 7.3404 | 690 | 0.4341 | 0.6524 | 0.4341 | 0.6589 |
397
- | 0.4496 | 7.3617 | 692 | 0.5075 | 0.6128 | 0.5075 | 0.7124 |
398
- | 0.4496 | 7.3830 | 694 | 0.5076 | 0.6180 | 0.5076 | 0.7125 |
399
- | 0.4496 | 7.4043 | 696 | 0.4359 | 0.6702 | 0.4359 | 0.6602 |
400
- | 0.4496 | 7.4255 | 698 | 0.4134 | 0.6485 | 0.4134 | 0.6430 |
401
- | 0.4496 | 7.4468 | 700 | 0.4209 | 0.6281 | 0.4209 | 0.6488 |
402
- | 0.4496 | 7.4681 | 702 | 0.4090 | 0.6359 | 0.4090 | 0.6395 |
403
- | 0.4496 | 7.4894 | 704 | 0.3933 | 0.6655 | 0.3933 | 0.6271 |
404
- | 0.4496 | 7.5106 | 706 | 0.3975 | 0.6660 | 0.3975 | 0.6305 |
405
- | 0.4496 | 7.5319 | 708 | 0.4309 | 0.6150 | 0.4309 | 0.6564 |
406
- | 0.4496 | 7.5532 | 710 | 0.4379 | 0.6316 | 0.4379 | 0.6618 |
407
- | 0.4496 | 7.5745 | 712 | 0.4253 | 0.6533 | 0.4253 | 0.6522 |
408
- | 0.4496 | 7.5957 | 714 | 0.4045 | 0.6489 | 0.4045 | 0.6360 |
409
- | 0.4496 | 7.6170 | 716 | 0.4188 | 0.6496 | 0.4188 | 0.6471 |
410
- | 0.4496 | 7.6383 | 718 | 0.4434 | 0.6898 | 0.4434 | 0.6659 |
411
- | 0.4496 | 7.6596 | 720 | 0.5914 | 0.6380 | 0.5914 | 0.7690 |
412
- | 0.4496 | 7.6809 | 722 | 0.7124 | 0.6236 | 0.7124 | 0.8441 |
413
- | 0.4496 | 7.7021 | 724 | 0.6591 | 0.6263 | 0.6591 | 0.8118 |
414
- | 0.4496 | 7.7234 | 726 | 0.4952 | 0.6329 | 0.4952 | 0.7037 |
415
- | 0.4496 | 7.7447 | 728 | 0.4242 | 0.5949 | 0.4242 | 0.6513 |
416
- | 0.4496 | 7.7660 | 730 | 0.4311 | 0.6214 | 0.4311 | 0.6566 |
417
- | 0.4496 | 7.7872 | 732 | 0.4036 | 0.6648 | 0.4036 | 0.6353 |
418
- | 0.4496 | 7.8085 | 734 | 0.3999 | 0.6285 | 0.3999 | 0.6324 |
419
- | 0.4496 | 7.8298 | 736 | 0.4265 | 0.6217 | 0.4265 | 0.6530 |
420
- | 0.4496 | 7.8511 | 738 | 0.4348 | 0.6043 | 0.4348 | 0.6594 |
421
- | 0.4496 | 7.8723 | 740 | 0.4174 | 0.6387 | 0.4174 | 0.6460 |
422
- | 0.4496 | 7.8936 | 742 | 0.4124 | 0.6495 | 0.4124 | 0.6422 |
423
- | 0.4496 | 7.9149 | 744 | 0.4260 | 0.6401 | 0.4260 | 0.6527 |
424
- | 0.4496 | 7.9362 | 746 | 0.4204 | 0.6494 | 0.4204 | 0.6484 |
425
- | 0.4496 | 7.9574 | 748 | 0.4104 | 0.6561 | 0.4104 | 0.6406 |
426
- | 0.4496 | 7.9787 | 750 | 0.4081 | 0.6793 | 0.4081 | 0.6388 |
427
- | 0.4496 | 8.0 | 752 | 0.4028 | 0.6909 | 0.4028 | 0.6347 |
428
- | 0.4496 | 8.0213 | 754 | 0.4164 | 0.6429 | 0.4164 | 0.6453 |
429
- | 0.4496 | 8.0426 | 756 | 0.5037 | 0.6573 | 0.5037 | 0.7097 |
430
- | 0.4496 | 8.0638 | 758 | 0.4594 | 0.6714 | 0.4594 | 0.6778 |
431
- | 0.4496 | 8.0851 | 760 | 0.3953 | 0.6616 | 0.3953 | 0.6287 |
432
- | 0.4496 | 8.1064 | 762 | 0.3667 | 0.6508 | 0.3667 | 0.6056 |
433
- | 0.4496 | 8.1277 | 764 | 0.3805 | 0.6611 | 0.3805 | 0.6169 |
434
- | 0.4496 | 8.1489 | 766 | 0.4214 | 0.6437 | 0.4214 | 0.6491 |
435
- | 0.4496 | 8.1702 | 768 | 0.4027 | 0.6581 | 0.4027 | 0.6345 |
436
- | 0.4496 | 8.1915 | 770 | 0.4150 | 0.6681 | 0.4150 | 0.6442 |
437
- | 0.4496 | 8.2128 | 772 | 0.5013 | 0.6529 | 0.5013 | 0.7080 |
438
- | 0.4496 | 8.2340 | 774 | 0.6201 | 0.6432 | 0.6201 | 0.7875 |
439
- | 0.4496 | 8.2553 | 776 | 0.6232 | 0.6365 | 0.6232 | 0.7895 |
440
- | 0.4496 | 8.2766 | 778 | 0.4788 | 0.6678 | 0.4788 | 0.6920 |
441
- | 0.4496 | 8.2979 | 780 | 0.4457 | 0.6858 | 0.4457 | 0.6676 |
442
- | 0.4496 | 8.3191 | 782 | 0.4256 | 0.6810 | 0.4256 | 0.6524 |
443
- | 0.4496 | 8.3404 | 784 | 0.4598 | 0.6290 | 0.4598 | 0.6781 |
444
- | 0.4496 | 8.3617 | 786 | 0.4462 | 0.6217 | 0.4462 | 0.6680 |
445
- | 0.4496 | 8.3830 | 788 | 0.4227 | 0.6349 | 0.4227 | 0.6502 |
446
- | 0.4496 | 8.4043 | 790 | 0.4826 | 0.5909 | 0.4826 | 0.6947 |
447
- | 0.4496 | 8.4255 | 792 | 0.4626 | 0.6410 | 0.4626 | 0.6801 |
448
- | 0.4496 | 8.4468 | 794 | 0.4514 | 0.6630 | 0.4514 | 0.6719 |
449
- | 0.4496 | 8.4681 | 796 | 0.4178 | 0.6882 | 0.4178 | 0.6464 |
450
- | 0.4496 | 8.4894 | 798 | 0.4360 | 0.6656 | 0.4360 | 0.6603 |
451
- | 0.4496 | 8.5106 | 800 | 0.4491 | 0.6771 | 0.4491 | 0.6701 |
452
- | 0.4496 | 8.5319 | 802 | 0.5160 | 0.6341 | 0.5160 | 0.7183 |
453
- | 0.4496 | 8.5532 | 804 | 0.5248 | 0.6486 | 0.5248 | 0.7244 |
454
- | 0.4496 | 8.5745 | 806 | 0.4292 | 0.6654 | 0.4292 | 0.6552 |
455
- | 0.4496 | 8.5957 | 808 | 0.4110 | 0.6849 | 0.4110 | 0.6411 |
456
- | 0.4496 | 8.6170 | 810 | 0.4207 | 0.6799 | 0.4207 | 0.6486 |
457
- | 0.4496 | 8.6383 | 812 | 0.3970 | 0.6980 | 0.3970 | 0.6301 |
458
- | 0.4496 | 8.6596 | 814 | 0.4106 | 0.6940 | 0.4106 | 0.6408 |
459
- | 0.4496 | 8.6809 | 816 | 0.4901 | 0.6380 | 0.4901 | 0.7001 |
460
- | 0.4496 | 8.7021 | 818 | 0.5240 | 0.6205 | 0.5240 | 0.7239 |
461
- | 0.4496 | 8.7234 | 820 | 0.5455 | 0.6316 | 0.5455 | 0.7386 |
462
- | 0.4496 | 8.7447 | 822 | 0.5017 | 0.6217 | 0.5017 | 0.7083 |
463
- | 0.4496 | 8.7660 | 824 | 0.4812 | 0.6517 | 0.4812 | 0.6937 |
464
- | 0.4496 | 8.7872 | 826 | 0.4633 | 0.6543 | 0.4633 | 0.6807 |
465
- | 0.4496 | 8.8085 | 828 | 0.4867 | 0.6318 | 0.4867 | 0.6976 |
466
- | 0.4496 | 8.8298 | 830 | 0.4705 | 0.6198 | 0.4705 | 0.6860 |
467
- | 0.4496 | 8.8511 | 832 | 0.4093 | 0.6591 | 0.4093 | 0.6398 |
468
- | 0.4496 | 8.8723 | 834 | 0.3970 | 0.6854 | 0.3970 | 0.6301 |
469
- | 0.4496 | 8.8936 | 836 | 0.4266 | 0.6465 | 0.4266 | 0.6532 |
470
- | 0.4496 | 8.9149 | 838 | 0.5112 | 0.6117 | 0.5112 | 0.7150 |
471
- | 0.4496 | 8.9362 | 840 | 0.5111 | 0.5993 | 0.5111 | 0.7149 |
472
- | 0.4496 | 8.9574 | 842 | 0.4755 | 0.6397 | 0.4755 | 0.6896 |
473
- | 0.4496 | 8.9787 | 844 | 0.4066 | 0.6913 | 0.4066 | 0.6376 |
474
- | 0.4496 | 9.0 | 846 | 0.4049 | 0.6868 | 0.4049 | 0.6363 |
475
- | 0.4496 | 9.0213 | 848 | 0.4200 | 0.6801 | 0.4200 | 0.6481 |
476
- | 0.4496 | 9.0426 | 850 | 0.4916 | 0.6405 | 0.4916 | 0.7011 |
477
- | 0.4496 | 9.0638 | 852 | 0.6194 | 0.6014 | 0.6194 | 0.7870 |
478
- | 0.4496 | 9.0851 | 854 | 0.6067 | 0.6052 | 0.6067 | 0.7789 |
479
- | 0.4496 | 9.1064 | 856 | 0.4698 | 0.6358 | 0.4698 | 0.6854 |
480
- | 0.4496 | 9.1277 | 858 | 0.3869 | 0.6875 | 0.3869 | 0.6220 |
481
- | 0.4496 | 9.1489 | 860 | 0.3750 | 0.6912 | 0.3750 | 0.6123 |
482
- | 0.4496 | 9.1702 | 862 | 0.3779 | 0.7090 | 0.3779 | 0.6147 |
483
- | 0.4496 | 9.1915 | 864 | 0.4281 | 0.6643 | 0.4281 | 0.6543 |
484
- | 0.4496 | 9.2128 | 866 | 0.5236 | 0.6173 | 0.5236 | 0.7236 |
485
- | 0.4496 | 9.2340 | 868 | 0.5344 | 0.6121 | 0.5344 | 0.7310 |
486
- | 0.4496 | 9.2553 | 870 | 0.4388 | 0.6591 | 0.4388 | 0.6625 |
487
- | 0.4496 | 9.2766 | 872 | 0.3847 | 0.6925 | 0.3847 | 0.6203 |
488
- | 0.4496 | 9.2979 | 874 | 0.3989 | 0.6505 | 0.3989 | 0.6316 |
489
- | 0.4496 | 9.3191 | 876 | 0.4008 | 0.6440 | 0.4008 | 0.6331 |
490
- | 0.4496 | 9.3404 | 878 | 0.3804 | 0.7021 | 0.3804 | 0.6168 |
491
- | 0.4496 | 9.3617 | 880 | 0.4514 | 0.6479 | 0.4514 | 0.6719 |
492
- | 0.4496 | 9.3830 | 882 | 0.4776 | 0.6435 | 0.4776 | 0.6911 |
493
- | 0.4496 | 9.4043 | 884 | 0.4588 | 0.6576 | 0.4588 | 0.6774 |
494
- | 0.4496 | 9.4255 | 886 | 0.4181 | 0.6855 | 0.4181 | 0.6466 |
495
- | 0.4496 | 9.4468 | 888 | 0.4326 | 0.6817 | 0.4326 | 0.6577 |
496
- | 0.4496 | 9.4681 | 890 | 0.5014 | 0.6242 | 0.5014 | 0.7081 |
497
- | 0.4496 | 9.4894 | 892 | 0.4822 | 0.6253 | 0.4822 | 0.6944 |
498
- | 0.4496 | 9.5106 | 894 | 0.4400 | 0.6773 | 0.4400 | 0.6633 |
499
- | 0.4496 | 9.5319 | 896 | 0.4203 | 0.6701 | 0.4203 | 0.6483 |
500
- | 0.4496 | 9.5532 | 898 | 0.4187 | 0.6918 | 0.4187 | 0.6471 |
501
- | 0.4496 | 9.5745 | 900 | 0.4021 | 0.7054 | 0.4021 | 0.6341 |
502
- | 0.4496 | 9.5957 | 902 | 0.4315 | 0.6799 | 0.4315 | 0.6569 |
503
- | 0.4496 | 9.6170 | 904 | 0.5663 | 0.6237 | 0.5663 | 0.7525 |
504
- | 0.4496 | 9.6383 | 906 | 0.5785 | 0.6200 | 0.5785 | 0.7606 |
505
- | 0.4496 | 9.6596 | 908 | 0.5697 | 0.6226 | 0.5697 | 0.7548 |
506
- | 0.4496 | 9.6809 | 910 | 0.4269 | 0.6614 | 0.4269 | 0.6534 |
507
- | 0.4496 | 9.7021 | 912 | 0.3701 | 0.6921 | 0.3701 | 0.6084 |
508
- | 0.4496 | 9.7234 | 914 | 0.3765 | 0.6563 | 0.3765 | 0.6136 |
509
- | 0.4496 | 9.7447 | 916 | 0.3738 | 0.6815 | 0.3738 | 0.6114 |
510
- | 0.4496 | 9.7660 | 918 | 0.4650 | 0.6361 | 0.4650 | 0.6819 |
511
- | 0.4496 | 9.7872 | 920 | 0.5035 | 0.6222 | 0.5035 | 0.7096 |
512
- | 0.4496 | 9.8085 | 922 | 0.4744 | 0.6546 | 0.4744 | 0.6887 |
513
- | 0.4496 | 9.8298 | 924 | 0.4235 | 0.6756 | 0.4235 | 0.6507 |
514
- | 0.4496 | 9.8511 | 926 | 0.4187 | 0.6609 | 0.4187 | 0.6471 |
515
- | 0.4496 | 9.8723 | 928 | 0.4228 | 0.6620 | 0.4228 | 0.6502 |
516
- | 0.4496 | 9.8936 | 930 | 0.4458 | 0.6709 | 0.4458 | 0.6677 |
517
- | 0.4496 | 9.9149 | 932 | 0.5077 | 0.6574 | 0.5077 | 0.7125 |
518
- | 0.4496 | 9.9362 | 934 | 0.5256 | 0.6600 | 0.5256 | 0.7250 |
519
- | 0.4496 | 9.9574 | 936 | 0.4804 | 0.6584 | 0.4804 | 0.6931 |
520
- | 0.4496 | 9.9787 | 938 | 0.4134 | 0.7018 | 0.4134 | 0.6430 |
521
- | 0.4496 | 10.0 | 940 | 0.3965 | 0.7084 | 0.3965 | 0.6297 |
522
- | 0.4496 | 10.0213 | 942 | 0.3921 | 0.6887 | 0.3921 | 0.6262 |
523
- | 0.4496 | 10.0426 | 944 | 0.3979 | 0.6907 | 0.3979 | 0.6308 |
524
- | 0.4496 | 10.0638 | 946 | 0.4288 | 0.7131 | 0.4288 | 0.6548 |
525
- | 0.4496 | 10.0851 | 948 | 0.4147 | 0.7061 | 0.4147 | 0.6440 |
526
- | 0.4496 | 10.1064 | 950 | 0.4169 | 0.7161 | 0.4169 | 0.6457 |
527
- | 0.4496 | 10.1277 | 952 | 0.3952 | 0.7204 | 0.3952 | 0.6286 |
528
- | 0.4496 | 10.1489 | 954 | 0.3930 | 0.7309 | 0.3930 | 0.6269 |
529
- | 0.4496 | 10.1702 | 956 | 0.4036 | 0.6904 | 0.4036 | 0.6353 |
530
- | 0.4496 | 10.1915 | 958 | 0.4426 | 0.6610 | 0.4426 | 0.6653 |
531
- | 0.4496 | 10.2128 | 960 | 0.4597 | 0.6760 | 0.4597 | 0.6780 |
532
- | 0.4496 | 10.2340 | 962 | 0.4433 | 0.6986 | 0.4433 | 0.6658 |
533
- | 0.4496 | 10.2553 | 964 | 0.4132 | 0.6943 | 0.4132 | 0.6428 |
534
- | 0.4496 | 10.2766 | 966 | 0.4169 | 0.6871 | 0.4169 | 0.6457 |
535
- | 0.4496 | 10.2979 | 968 | 0.4368 | 0.6904 | 0.4368 | 0.6609 |
536
- | 0.4496 | 10.3191 | 970 | 0.4981 | 0.6401 | 0.4981 | 0.7058 |
537
- | 0.4496 | 10.3404 | 972 | 0.5887 | 0.6314 | 0.5887 | 0.7673 |
538
- | 0.4496 | 10.3617 | 974 | 0.5245 | 0.6458 | 0.5245 | 0.7242 |
539
- | 0.4496 | 10.3830 | 976 | 0.4619 | 0.6715 | 0.4619 | 0.6796 |
540
- | 0.4496 | 10.4043 | 978 | 0.4505 | 0.6681 | 0.4505 | 0.6712 |
541
- | 0.4496 | 10.4255 | 980 | 0.4753 | 0.6565 | 0.4753 | 0.6894 |
542
- | 0.4496 | 10.4468 | 982 | 0.5236 | 0.6361 | 0.5236 | 0.7236 |
543
- | 0.4496 | 10.4681 | 984 | 0.5059 | 0.6485 | 0.5059 | 0.7113 |
544
- | 0.4496 | 10.4894 | 986 | 0.4110 | 0.6658 | 0.4110 | 0.6411 |
545
- | 0.4496 | 10.5106 | 988 | 0.3817 | 0.7007 | 0.3817 | 0.6179 |
546
- | 0.4496 | 10.5319 | 990 | 0.3872 | 0.7084 | 0.3872 | 0.6223 |
547
- | 0.4496 | 10.5532 | 992 | 0.4172 | 0.6776 | 0.4172 | 0.6459 |
548
- | 0.4496 | 10.5745 | 994 | 0.3840 | 0.7013 | 0.3840 | 0.6197 |
549
- | 0.4496 | 10.5957 | 996 | 0.3815 | 0.6969 | 0.3815 | 0.6177 |
550
- | 0.4496 | 10.6170 | 998 | 0.3970 | 0.6869 | 0.3970 | 0.6300 |
551
- | 0.1324 | 10.6383 | 1000 | 0.3803 | 0.7089 | 0.3803 | 0.6167 |
552
- | 0.1324 | 10.6596 | 1002 | 0.3908 | 0.7100 | 0.3908 | 0.6251 |
553
- | 0.1324 | 10.6809 | 1004 | 0.4128 | 0.6978 | 0.4128 | 0.6425 |
554
- | 0.1324 | 10.7021 | 1006 | 0.4145 | 0.7125 | 0.4145 | 0.6438 |
555
- | 0.1324 | 10.7234 | 1008 | 0.4249 | 0.6913 | 0.4249 | 0.6518 |
556
- | 0.1324 | 10.7447 | 1010 | 0.4436 | 0.6667 | 0.4436 | 0.6660 |
557
- | 0.1324 | 10.7660 | 1012 | 0.3982 | 0.7135 | 0.3982 | 0.6310 |
558
- | 0.1324 | 10.7872 | 1014 | 0.3592 | 0.7093 | 0.3592 | 0.5994 |
559
- | 0.1324 | 10.8085 | 1016 | 0.3515 | 0.7122 | 0.3515 | 0.5929 |
560
- | 0.1324 | 10.8298 | 1018 | 0.3796 | 0.6973 | 0.3796 | 0.6161 |
561
- | 0.1324 | 10.8511 | 1020 | 0.5113 | 0.5855 | 0.5113 | 0.7151 |
562
- | 0.1324 | 10.8723 | 1022 | 0.5719 | 0.5697 | 0.5719 | 0.7563 |
563
- | 0.1324 | 10.8936 | 1024 | 0.4621 | 0.6467 | 0.4621 | 0.6798 |
564
- | 0.1324 | 10.9149 | 1026 | 0.3684 | 0.7093 | 0.3684 | 0.6070 |
565
- | 0.1324 | 10.9362 | 1028 | 0.3844 | 0.7197 | 0.3844 | 0.6200 |
566
- | 0.1324 | 10.9574 | 1030 | 0.4956 | 0.6471 | 0.4956 | 0.7040 |
567
- | 0.1324 | 10.9787 | 1032 | 0.6518 | 0.6388 | 0.6518 | 0.8073 |
568
- | 0.1324 | 11.0 | 1034 | 0.6224 | 0.6356 | 0.6224 | 0.7889 |
569
- | 0.1324 | 11.0213 | 1036 | 0.4915 | 0.6543 | 0.4915 | 0.7011 |
570
- | 0.1324 | 11.0426 | 1038 | 0.4187 | 0.6872 | 0.4187 | 0.6471 |
571
 
572
 
573
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_development
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
+ # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_development
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: 0.4088
19
+ - Qwk: 0.5376
20
+ - Mse: 0.4088
21
+ - Rmse: 0.6394
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0213 | 2 | 3.9661 | 0.0006 | 3.9661 | 1.9915 |
53
+ | No log | 0.0426 | 4 | 2.8142 | 0.0570 | 2.8142 | 1.6775 |
54
+ | No log | 0.0638 | 6 | 1.3758 | 0.0502 | 1.3758 | 1.1729 |
55
+ | No log | 0.0851 | 8 | 0.8573 | 0.0440 | 0.8573 | 0.9259 |
56
+ | No log | 0.1064 | 10 | 0.7581 | 0.0668 | 0.7581 | 0.8707 |
57
+ | No log | 0.1277 | 12 | 0.7360 | 0.0830 | 0.7360 | 0.8579 |
58
+ | No log | 0.1489 | 14 | 0.6776 | 0.0832 | 0.6776 | 0.8232 |
59
+ | No log | 0.1702 | 16 | 0.6691 | 0.3161 | 0.6691 | 0.8180 |
60
+ | No log | 0.1915 | 18 | 0.6032 | 0.3937 | 0.6032 | 0.7767 |
61
+ | No log | 0.2128 | 20 | 0.5791 | 0.3812 | 0.5791 | 0.7610 |
62
+ | No log | 0.2340 | 22 | 0.6016 | 0.3765 | 0.6016 | 0.7757 |
63
+ | No log | 0.2553 | 24 | 0.6617 | 0.3275 | 0.6617 | 0.8135 |
64
+ | No log | 0.2766 | 26 | 0.6540 | 0.3498 | 0.6540 | 0.8087 |
65
+ | No log | 0.2979 | 28 | 0.5786 | 0.3889 | 0.5786 | 0.7607 |
66
+ | No log | 0.3191 | 30 | 0.5534 | 0.3950 | 0.5534 | 0.7439 |
67
+ | No log | 0.3404 | 32 | 0.6693 | 0.2150 | 0.6693 | 0.8181 |
68
+ | No log | 0.3617 | 34 | 0.6927 | 0.2867 | 0.6927 | 0.8323 |
69
+ | No log | 0.3830 | 36 | 0.5389 | 0.4632 | 0.5389 | 0.7341 |
70
+ | No log | 0.4043 | 38 | 0.5280 | 0.4822 | 0.5280 | 0.7266 |
71
+ | No log | 0.4255 | 40 | 0.5358 | 0.4835 | 0.5358 | 0.7320 |
72
+ | No log | 0.4468 | 42 | 0.4939 | 0.4966 | 0.4939 | 0.7028 |
73
+ | No log | 0.4681 | 44 | 0.4797 | 0.5075 | 0.4797 | 0.6926 |
74
+ | No log | 0.4894 | 46 | 0.4909 | 0.4695 | 0.4909 | 0.7006 |
75
+ | No log | 0.5106 | 48 | 0.4905 | 0.4695 | 0.4905 | 0.7004 |
76
+ | No log | 0.5319 | 50 | 0.4793 | 0.5410 | 0.4793 | 0.6923 |
77
+ | No log | 0.5532 | 52 | 0.5706 | 0.5437 | 0.5706 | 0.7554 |
78
+ | No log | 0.5745 | 54 | 0.5039 | 0.5471 | 0.5039 | 0.7098 |
79
+ | No log | 0.5957 | 56 | 0.4814 | 0.4922 | 0.4814 | 0.6938 |
80
+ | No log | 0.6170 | 58 | 0.4793 | 0.4941 | 0.4793 | 0.6923 |
81
+ | No log | 0.6383 | 60 | 0.4930 | 0.4755 | 0.4930 | 0.7021 |
82
+ | No log | 0.6596 | 62 | 0.5077 | 0.4415 | 0.5077 | 0.7125 |
83
+ | No log | 0.6809 | 64 | 0.5329 | 0.4281 | 0.5329 | 0.7300 |
84
+ | No log | 0.7021 | 66 | 0.4572 | 0.5173 | 0.4572 | 0.6762 |
85
+ | No log | 0.7234 | 68 | 0.4331 | 0.5397 | 0.4331 | 0.6581 |
86
+ | No log | 0.7447 | 70 | 0.4294 | 0.5499 | 0.4294 | 0.6553 |
87
+ | No log | 0.7660 | 72 | 0.4208 | 0.5787 | 0.4208 | 0.6487 |
88
+ | No log | 0.7872 | 74 | 0.4638 | 0.5604 | 0.4638 | 0.6810 |
89
+ | No log | 0.8085 | 76 | 0.4346 | 0.5684 | 0.4346 | 0.6592 |
90
+ | No log | 0.8298 | 78 | 0.4511 | 0.5609 | 0.4511 | 0.6716 |
91
+ | No log | 0.8511 | 80 | 0.4506 | 0.6079 | 0.4506 | 0.6713 |
92
+ | No log | 0.8723 | 82 | 0.4315 | 0.5578 | 0.4315 | 0.6569 |
93
+ | No log | 0.8936 | 84 | 0.4510 | 0.5739 | 0.4510 | 0.6716 |
94
+ | No log | 0.9149 | 86 | 0.6624 | 0.3852 | 0.6624 | 0.8139 |
95
+ | No log | 0.9362 | 88 | 0.7905 | 0.1659 | 0.7905 | 0.8891 |
96
+ | No log | 0.9574 | 90 | 0.7080 | 0.2767 | 0.7080 | 0.8414 |
97
+ | No log | 0.9787 | 92 | 0.5450 | 0.4255 | 0.5450 | 0.7382 |
98
+ | No log | 1.0 | 94 | 0.4271 | 0.5839 | 0.4271 | 0.6535 |
99
+ | No log | 1.0213 | 96 | 0.4668 | 0.6117 | 0.4668 | 0.6833 |
100
+ | No log | 1.0426 | 98 | 0.4931 | 0.6038 | 0.4931 | 0.7022 |
101
+ | No log | 1.0638 | 100 | 0.4532 | 0.6076 | 0.4532 | 0.6732 |
102
+ | No log | 1.0851 | 102 | 0.4919 | 0.6031 | 0.4919 | 0.7013 |
103
+ | No log | 1.1064 | 104 | 0.5006 | 0.5543 | 0.5006 | 0.7075 |
104
+ | No log | 1.1277 | 106 | 0.4613 | 0.5426 | 0.4613 | 0.6792 |
105
+ | No log | 1.1489 | 108 | 0.4891 | 0.5035 | 0.4891 | 0.6993 |
106
+ | No log | 1.1702 | 110 | 0.5031 | 0.4745 | 0.5031 | 0.7093 |
107
+ | No log | 1.1915 | 112 | 0.4780 | 0.4819 | 0.4780 | 0.6914 |
108
+ | No log | 1.2128 | 114 | 0.4851 | 0.4873 | 0.4851 | 0.6965 |
109
+ | No log | 1.2340 | 116 | 0.4726 | 0.5470 | 0.4726 | 0.6875 |
110
+ | No log | 1.2553 | 118 | 0.4432 | 0.5399 | 0.4432 | 0.6657 |
111
+ | No log | 1.2766 | 120 | 0.4471 | 0.5840 | 0.4471 | 0.6687 |
112
+ | No log | 1.2979 | 122 | 0.4497 | 0.5659 | 0.4497 | 0.6706 |
113
+ | No log | 1.3191 | 124 | 0.5107 | 0.5062 | 0.5107 | 0.7146 |
114
+ | No log | 1.3404 | 126 | 0.4501 | 0.5327 | 0.4501 | 0.6709 |
115
+ | No log | 1.3617 | 128 | 0.4368 | 0.5911 | 0.4368 | 0.6609 |
116
+ | No log | 1.3830 | 130 | 0.4683 | 0.5990 | 0.4683 | 0.6844 |
117
+ | No log | 1.4043 | 132 | 0.6832 | 0.5579 | 0.6832 | 0.8266 |
118
+ | No log | 1.4255 | 134 | 0.7875 | 0.4894 | 0.7875 | 0.8874 |
119
+ | No log | 1.4468 | 136 | 0.6340 | 0.5699 | 0.6340 | 0.7962 |
120
+ | No log | 1.4681 | 138 | 0.5137 | 0.5868 | 0.5137 | 0.7167 |
121
+ | No log | 1.4894 | 140 | 0.4678 | 0.5620 | 0.4678 | 0.6840 |
122
+ | No log | 1.5106 | 142 | 0.4385 | 0.5585 | 0.4385 | 0.6622 |
123
+ | No log | 1.5319 | 144 | 0.4237 | 0.6041 | 0.4237 | 0.6509 |
124
+ | No log | 1.5532 | 146 | 0.4305 | 0.5749 | 0.4305 | 0.6562 |
125
+ | No log | 1.5745 | 148 | 0.5813 | 0.5527 | 0.5813 | 0.7624 |
126
+ | No log | 1.5957 | 150 | 0.6819 | 0.4978 | 0.6819 | 0.8258 |
127
+ | No log | 1.6170 | 152 | 0.7632 | 0.5356 | 0.7632 | 0.8736 |
128
+ | No log | 1.6383 | 154 | 0.6873 | 0.5606 | 0.6873 | 0.8290 |
129
+ | No log | 1.6596 | 156 | 0.5527 | 0.6069 | 0.5527 | 0.7434 |
130
+ | No log | 1.6809 | 158 | 0.4914 | 0.6235 | 0.4914 | 0.7010 |
131
+ | No log | 1.7021 | 160 | 0.4513 | 0.5698 | 0.4513 | 0.6718 |
132
+ | No log | 1.7234 | 162 | 0.4922 | 0.5259 | 0.4922 | 0.7016 |
133
+ | No log | 1.7447 | 164 | 0.5357 | 0.4956 | 0.5357 | 0.7319 |
134
+ | No log | 1.7660 | 166 | 0.6366 | 0.4833 | 0.6366 | 0.7979 |
135
+ | No log | 1.7872 | 168 | 0.6920 | 0.4236 | 0.6920 | 0.8319 |
136
+ | No log | 1.8085 | 170 | 0.5774 | 0.4567 | 0.5774 | 0.7599 |
137
+ | No log | 1.8298 | 172 | 0.4541 | 0.4634 | 0.4541 | 0.6739 |
138
+ | No log | 1.8511 | 174 | 0.4664 | 0.4809 | 0.4664 | 0.6829 |
139
+ | No log | 1.8723 | 176 | 0.4637 | 0.5181 | 0.4637 | 0.6810 |
140
+ | No log | 1.8936 | 178 | 0.4448 | 0.5077 | 0.4448 | 0.6669 |
141
+ | No log | 1.9149 | 180 | 0.4541 | 0.4803 | 0.4541 | 0.6739 |
142
+ | No log | 1.9362 | 182 | 0.4787 | 0.4465 | 0.4787 | 0.6919 |
143
+ | No log | 1.9574 | 184 | 0.4791 | 0.4509 | 0.4791 | 0.6922 |
144
+ | No log | 1.9787 | 186 | 0.4859 | 0.4643 | 0.4859 | 0.6970 |
145
+ | No log | 2.0 | 188 | 0.4916 | 0.4921 | 0.4916 | 0.7011 |
146
+ | No log | 2.0213 | 190 | 0.5040 | 0.5278 | 0.5040 | 0.7099 |
147
+ | No log | 2.0426 | 192 | 0.4947 | 0.5283 | 0.4947 | 0.7034 |
148
+ | No log | 2.0638 | 194 | 0.4736 | 0.5391 | 0.4736 | 0.6882 |
149
+ | No log | 2.0851 | 196 | 0.4618 | 0.4665 | 0.4618 | 0.6796 |
150
+ | No log | 2.1064 | 198 | 0.4611 | 0.4778 | 0.4611 | 0.6790 |
151
+ | No log | 2.1277 | 200 | 0.4483 | 0.5074 | 0.4483 | 0.6696 |
152
+ | No log | 2.1489 | 202 | 0.4489 | 0.5480 | 0.4489 | 0.6700 |
153
+ | No log | 2.1702 | 204 | 0.4656 | 0.5593 | 0.4656 | 0.6823 |
154
+ | No log | 2.1915 | 206 | 0.4482 | 0.5474 | 0.4482 | 0.6695 |
155
+ | No log | 2.2128 | 208 | 0.4487 | 0.5227 | 0.4487 | 0.6699 |
156
+ | No log | 2.2340 | 210 | 0.5469 | 0.4400 | 0.5469 | 0.7395 |
157
+ | No log | 2.2553 | 212 | 0.7247 | 0.3853 | 0.7247 | 0.8513 |
158
+ | No log | 2.2766 | 214 | 0.6856 | 0.3684 | 0.6856 | 0.8280 |
159
+ | No log | 2.2979 | 216 | 0.5270 | 0.3905 | 0.5270 | 0.7259 |
160
+ | No log | 2.3191 | 218 | 0.4537 | 0.4889 | 0.4537 | 0.6736 |
161
+ | No log | 2.3404 | 220 | 0.4555 | 0.5166 | 0.4555 | 0.6749 |
162
+ | No log | 2.3617 | 222 | 0.4364 | 0.5333 | 0.4364 | 0.6606 |
163
+ | No log | 2.3830 | 224 | 0.4357 | 0.5555 | 0.4357 | 0.6600 |
164
+ | No log | 2.4043 | 226 | 0.5339 | 0.5511 | 0.5339 | 0.7307 |
165
+ | No log | 2.4255 | 228 | 0.6457 | 0.5215 | 0.6457 | 0.8036 |
166
+ | No log | 2.4468 | 230 | 0.6696 | 0.5236 | 0.6696 | 0.8183 |
167
+ | No log | 2.4681 | 232 | 0.6229 | 0.5307 | 0.6229 | 0.7892 |
168
+ | No log | 2.4894 | 234 | 0.5367 | 0.5788 | 0.5367 | 0.7326 |
169
+ | No log | 2.5106 | 236 | 0.5040 | 0.5810 | 0.5040 | 0.7099 |
170
+ | No log | 2.5319 | 238 | 0.4577 | 0.5682 | 0.4577 | 0.6765 |
171
+ | No log | 2.5532 | 240 | 0.4783 | 0.5195 | 0.4783 | 0.6916 |
172
+ | No log | 2.5745 | 242 | 0.4666 | 0.4917 | 0.4666 | 0.6831 |
173
+ | No log | 2.5957 | 244 | 0.4885 | 0.4597 | 0.4885 | 0.6989 |
174
+ | No log | 2.6170 | 246 | 0.4939 | 0.4501 | 0.4939 | 0.7028 |
175
+ | No log | 2.6383 | 248 | 0.4492 | 0.5435 | 0.4492 | 0.6703 |
176
+ | No log | 2.6596 | 250 | 0.4392 | 0.5359 | 0.4392 | 0.6628 |
177
+ | No log | 2.6809 | 252 | 0.5860 | 0.5539 | 0.5860 | 0.7655 |
178
+ | No log | 2.7021 | 254 | 0.5884 | 0.5417 | 0.5884 | 0.7671 |
179
+ | No log | 2.7234 | 256 | 0.4743 | 0.5152 | 0.4743 | 0.6887 |
180
+ | No log | 2.7447 | 258 | 0.4565 | 0.5130 | 0.4565 | 0.6756 |
181
+ | No log | 2.7660 | 260 | 0.5037 | 0.3659 | 0.5037 | 0.7097 |
182
+ | No log | 2.7872 | 262 | 0.5783 | 0.2961 | 0.5783 | 0.7605 |
183
+ | No log | 2.8085 | 264 | 0.5960 | 0.3071 | 0.5960 | 0.7720 |
184
+ | No log | 2.8298 | 266 | 0.5651 | 0.3744 | 0.5651 | 0.7517 |
185
+ | No log | 2.8511 | 268 | 0.4834 | 0.5467 | 0.4834 | 0.6952 |
186
+ | No log | 2.8723 | 270 | 0.4120 | 0.6208 | 0.4120 | 0.6418 |
187
+ | No log | 2.8936 | 272 | 0.4382 | 0.6142 | 0.4382 | 0.6620 |
188
+ | No log | 2.9149 | 274 | 0.4525 | 0.6080 | 0.4525 | 0.6727 |
189
+ | No log | 2.9362 | 276 | 0.4681 | 0.6217 | 0.4681 | 0.6841 |
190
+ | No log | 2.9574 | 278 | 0.5913 | 0.5677 | 0.5913 | 0.7689 |
191
+ | No log | 2.9787 | 280 | 0.6915 | 0.4377 | 0.6915 | 0.8316 |
192
+ | No log | 3.0 | 282 | 0.8460 | 0.3413 | 0.8460 | 0.9198 |
193
+ | No log | 3.0213 | 284 | 0.8891 | 0.2589 | 0.8891 | 0.9429 |
194
+ | No log | 3.0426 | 286 | 0.7502 | 0.3368 | 0.7502 | 0.8662 |
195
+ | No log | 3.0638 | 288 | 0.5640 | 0.4077 | 0.5640 | 0.7510 |
196
+ | No log | 3.0851 | 290 | 0.6634 | 0.3049 | 0.6634 | 0.8145 |
197
+ | No log | 3.1064 | 292 | 0.6560 | 0.3207 | 0.6560 | 0.8099 |
198
+ | No log | 3.1277 | 294 | 0.5246 | 0.5175 | 0.5246 | 0.7243 |
199
+ | No log | 3.1489 | 296 | 0.4454 | 0.5169 | 0.4454 | 0.6674 |
200
+ | No log | 3.1702 | 298 | 0.4860 | 0.4285 | 0.4860 | 0.6971 |
201
+ | No log | 3.1915 | 300 | 0.5543 | 0.5088 | 0.5543 | 0.7445 |
202
+ | No log | 3.2128 | 302 | 0.5703 | 0.5592 | 0.5703 | 0.7552 |
203
+ | No log | 3.2340 | 304 | 0.6814 | 0.5316 | 0.6814 | 0.8255 |
204
+ | No log | 3.2553 | 306 | 0.5497 | 0.5704 | 0.5497 | 0.7414 |
205
+ | No log | 3.2766 | 308 | 0.4852 | 0.5788 | 0.4852 | 0.6966 |
206
+ | No log | 3.2979 | 310 | 0.4808 | 0.5853 | 0.4808 | 0.6934 |
207
+ | No log | 3.3191 | 312 | 0.4876 | 0.6232 | 0.4876 | 0.6983 |
208
+ | No log | 3.3404 | 314 | 0.4442 | 0.5722 | 0.4442 | 0.6665 |
209
+ | No log | 3.3617 | 316 | 0.4602 | 0.5201 | 0.4602 | 0.6784 |
210
+ | No log | 3.3830 | 318 | 0.5018 | 0.4900 | 0.5018 | 0.7084 |
211
+ | No log | 3.4043 | 320 | 0.4665 | 0.5059 | 0.4665 | 0.6830 |
212
+ | No log | 3.4255 | 322 | 0.4330 | 0.5721 | 0.4330 | 0.6580 |
213
+ | No log | 3.4468 | 324 | 0.4265 | 0.5661 | 0.4265 | 0.6531 |
214
+ | No log | 3.4681 | 326 | 0.4309 | 0.5708 | 0.4309 | 0.6565 |
215
+ | No log | 3.4894 | 328 | 0.4452 | 0.5651 | 0.4452 | 0.6672 |
216
+ | No log | 3.5106 | 330 | 0.4438 | 0.5648 | 0.4438 | 0.6662 |
217
+ | No log | 3.5319 | 332 | 0.4198 | 0.5478 | 0.4198 | 0.6479 |
218
+ | No log | 3.5532 | 334 | 0.4053 | 0.5411 | 0.4053 | 0.6366 |
219
+ | No log | 3.5745 | 336 | 0.4120 | 0.5259 | 0.4120 | 0.6419 |
220
+ | No log | 3.5957 | 338 | 0.4094 | 0.5385 | 0.4094 | 0.6398 |
221
+ | No log | 3.6170 | 340 | 0.4232 | 0.5686 | 0.4232 | 0.6505 |
222
+ | No log | 3.6383 | 342 | 0.4051 | 0.5656 | 0.4051 | 0.6365 |
223
+ | No log | 3.6596 | 344 | 0.4120 | 0.5688 | 0.4120 | 0.6419 |
224
+ | No log | 3.6809 | 346 | 0.4502 | 0.5418 | 0.4502 | 0.6710 |
225
+ | No log | 3.7021 | 348 | 0.4652 | 0.5069 | 0.4652 | 0.6820 |
226
+ | No log | 3.7234 | 350 | 0.4670 | 0.5426 | 0.4670 | 0.6834 |
227
+ | No log | 3.7447 | 352 | 0.5051 | 0.5283 | 0.5051 | 0.7107 |
228
+ | No log | 3.7660 | 354 | 0.4791 | 0.5605 | 0.4791 | 0.6921 |
229
+ | No log | 3.7872 | 356 | 0.4123 | 0.5928 | 0.4123 | 0.6421 |
230
+ | No log | 3.8085 | 358 | 0.3877 | 0.5926 | 0.3877 | 0.6226 |
231
+ | No log | 3.8298 | 360 | 0.3934 | 0.5989 | 0.3934 | 0.6273 |
232
+ | No log | 3.8511 | 362 | 0.3935 | 0.5523 | 0.3935 | 0.6273 |
233
+ | No log | 3.8723 | 364 | 0.4069 | 0.5750 | 0.4069 | 0.6379 |
234
+ | No log | 3.8936 | 366 | 0.4524 | 0.5934 | 0.4524 | 0.6726 |
235
+ | No log | 3.9149 | 368 | 0.5945 | 0.5394 | 0.5945 | 0.7711 |
236
+ | No log | 3.9362 | 370 | 0.6755 | 0.5534 | 0.6755 | 0.8219 |
237
+ | No log | 3.9574 | 372 | 0.6053 | 0.5956 | 0.6053 | 0.7780 |
238
+ | No log | 3.9787 | 374 | 0.4928 | 0.6326 | 0.4928 | 0.7020 |
239
+ | No log | 4.0 | 376 | 0.4880 | 0.6508 | 0.4880 | 0.6986 |
240
+ | No log | 4.0213 | 378 | 0.4584 | 0.6462 | 0.4584 | 0.6771 |
241
+ | No log | 4.0426 | 380 | 0.4568 | 0.6149 | 0.4568 | 0.6758 |
242
+ | No log | 4.0638 | 382 | 0.4601 | 0.5931 | 0.4601 | 0.6783 |
243
+ | No log | 4.0851 | 384 | 0.4218 | 0.5833 | 0.4218 | 0.6495 |
244
+ | No log | 4.1064 | 386 | 0.4170 | 0.5574 | 0.4170 | 0.6458 |
245
+ | No log | 4.1277 | 388 | 0.4103 | 0.5575 | 0.4103 | 0.6406 |
246
+ | No log | 4.1489 | 390 | 0.4059 | 0.5597 | 0.4059 | 0.6371 |
247
+ | No log | 4.1702 | 392 | 0.4462 | 0.5944 | 0.4462 | 0.6680 |
248
+ | No log | 4.1915 | 394 | 0.4308 | 0.6010 | 0.4308 | 0.6563 |
249
+ | No log | 4.2128 | 396 | 0.4690 | 0.5524 | 0.4690 | 0.6848 |
250
+ | No log | 4.2340 | 398 | 0.4814 | 0.5282 | 0.4814 | 0.6938 |
251
+ | No log | 4.2553 | 400 | 0.5534 | 0.5092 | 0.5534 | 0.7439 |
252
+ | No log | 4.2766 | 402 | 0.6290 | 0.5354 | 0.6290 | 0.7931 |
253
+ | No log | 4.2979 | 404 | 0.6553 | 0.5475 | 0.6553 | 0.8095 |
254
+ | No log | 4.3191 | 406 | 0.5146 | 0.6036 | 0.5146 | 0.7174 |
255
+ | No log | 4.3404 | 408 | 0.5226 | 0.6054 | 0.5226 | 0.7229 |
256
+ | No log | 4.3617 | 410 | 0.6431 | 0.5968 | 0.6431 | 0.8020 |
257
+ | No log | 4.3830 | 412 | 0.6137 | 0.5980 | 0.6137 | 0.7834 |
258
+ | No log | 4.4043 | 414 | 0.6730 | 0.5499 | 0.6730 | 0.8204 |
259
+ | No log | 4.4255 | 416 | 0.5656 | 0.5738 | 0.5656 | 0.7521 |
260
+ | No log | 4.4468 | 418 | 0.4316 | 0.6334 | 0.4316 | 0.6570 |
261
+ | No log | 4.4681 | 420 | 0.4480 | 0.5767 | 0.4480 | 0.6693 |
262
+ | No log | 4.4894 | 422 | 0.4281 | 0.5523 | 0.4281 | 0.6543 |
263
+ | No log | 4.5106 | 424 | 0.4249 | 0.5525 | 0.4249 | 0.6518 |
264
+ | No log | 4.5319 | 426 | 0.4029 | 0.5712 | 0.4029 | 0.6348 |
265
+ | No log | 4.5532 | 428 | 0.4092 | 0.6486 | 0.4092 | 0.6397 |
266
+ | No log | 4.5745 | 430 | 0.4363 | 0.6061 | 0.4363 | 0.6606 |
267
+ | No log | 4.5957 | 432 | 0.4401 | 0.5857 | 0.4401 | 0.6634 |
268
+ | No log | 4.6170 | 434 | 0.4174 | 0.6027 | 0.4174 | 0.6460 |
269
+ | No log | 4.6383 | 436 | 0.4183 | 0.5956 | 0.4183 | 0.6467 |
270
+ | No log | 4.6596 | 438 | 0.3976 | 0.6053 | 0.3976 | 0.6305 |
271
+ | No log | 4.6809 | 440 | 0.4289 | 0.6319 | 0.4289 | 0.6549 |
272
+ | No log | 4.7021 | 442 | 0.5079 | 0.6080 | 0.5079 | 0.7126 |
273
+ | No log | 4.7234 | 444 | 0.5477 | 0.5795 | 0.5477 | 0.7401 |
274
+ | No log | 4.7447 | 446 | 0.5512 | 0.5918 | 0.5512 | 0.7424 |
275
+ | No log | 4.7660 | 448 | 0.5499 | 0.6019 | 0.5499 | 0.7415 |
276
+ | No log | 4.7872 | 450 | 0.4962 | 0.5989 | 0.4962 | 0.7044 |
277
+ | No log | 4.8085 | 452 | 0.4837 | 0.6148 | 0.4837 | 0.6955 |
278
+ | No log | 4.8298 | 454 | 0.4119 | 0.6346 | 0.4119 | 0.6418 |
279
+ | No log | 4.8511 | 456 | 0.4047 | 0.5990 | 0.4047 | 0.6362 |
280
+ | No log | 4.8723 | 458 | 0.4108 | 0.5605 | 0.4108 | 0.6409 |
281
+ | No log | 4.8936 | 460 | 0.4426 | 0.4997 | 0.4426 | 0.6653 |
282
+ | No log | 4.9149 | 462 | 0.5077 | 0.4524 | 0.5077 | 0.7125 |
283
+ | No log | 4.9362 | 464 | 0.4933 | 0.5046 | 0.4933 | 0.7024 |
284
+ | No log | 4.9574 | 466 | 0.4723 | 0.5452 | 0.4723 | 0.6872 |
285
+ | No log | 4.9787 | 468 | 0.4308 | 0.5926 | 0.4308 | 0.6564 |
286
+ | No log | 5.0 | 470 | 0.4272 | 0.5785 | 0.4272 | 0.6536 |
287
+ | No log | 5.0213 | 472 | 0.4132 | 0.5911 | 0.4132 | 0.6428 |
288
+ | No log | 5.0426 | 474 | 0.4730 | 0.6206 | 0.4730 | 0.6877 |
289
+ | No log | 5.0638 | 476 | 0.5411 | 0.5917 | 0.5411 | 0.7356 |
290
+ | No log | 5.0851 | 478 | 0.4614 | 0.6025 | 0.4614 | 0.6792 |
291
+ | No log | 5.1064 | 480 | 0.4207 | 0.5840 | 0.4207 | 0.6486 |
292
+ | No log | 5.1277 | 482 | 0.4282 | 0.5737 | 0.4282 | 0.6544 |
293
+ | No log | 5.1489 | 484 | 0.5156 | 0.5876 | 0.5156 | 0.7181 |
294
+ | No log | 5.1702 | 486 | 0.5548 | 0.5716 | 0.5548 | 0.7448 |
295
+ | No log | 5.1915 | 488 | 0.4640 | 0.6395 | 0.4640 | 0.6812 |
296
+ | No log | 5.2128 | 490 | 0.4520 | 0.6008 | 0.4520 | 0.6723 |
297
+ | No log | 5.2340 | 492 | 0.4696 | 0.6422 | 0.4696 | 0.6852 |
298
+ | No log | 5.2553 | 494 | 0.5115 | 0.6101 | 0.5115 | 0.7152 |
299
+ | No log | 5.2766 | 496 | 0.5953 | 0.5710 | 0.5953 | 0.7716 |
300
+ | No log | 5.2979 | 498 | 0.5338 | 0.6147 | 0.5338 | 0.7306 |
301
+ | 0.4408 | 5.3191 | 500 | 0.4227 | 0.5767 | 0.4227 | 0.6502 |
302
+ | 0.4408 | 5.3404 | 502 | 0.4154 | 0.5858 | 0.4154 | 0.6445 |
303
+ | 0.4408 | 5.3617 | 504 | 0.4910 | 0.6080 | 0.4910 | 0.7007 |
304
+ | 0.4408 | 5.3830 | 506 | 0.6428 | 0.5427 | 0.6428 | 0.8017 |
305
+ | 0.4408 | 5.4043 | 508 | 0.5662 | 0.5934 | 0.5662 | 0.7525 |
306
+ | 0.4408 | 5.4255 | 510 | 0.4544 | 0.6087 | 0.4544 | 0.6741 |
307
+ | 0.4408 | 5.4468 | 512 | 0.4561 | 0.5974 | 0.4561 | 0.6753 |
308
+ | 0.4408 | 5.4681 | 514 | 0.5265 | 0.5743 | 0.5265 | 0.7256 |
309
+ | 0.4408 | 5.4894 | 516 | 0.6612 | 0.5555 | 0.6612 | 0.8131 |
310
+ | 0.4408 | 5.5106 | 518 | 0.5593 | 0.6011 | 0.5593 | 0.7479 |
311
+ | 0.4408 | 5.5319 | 520 | 0.4783 | 0.6292 | 0.4783 | 0.6916 |
312
+ | 0.4408 | 5.5532 | 522 | 0.4702 | 0.5976 | 0.4702 | 0.6857 |
313
+ | 0.4408 | 5.5745 | 524 | 0.4426 | 0.6160 | 0.4426 | 0.6653 |
314
+ | 0.4408 | 5.5957 | 526 | 0.4581 | 0.6378 | 0.4581 | 0.6769 |
315
+ | 0.4408 | 5.6170 | 528 | 0.5307 | 0.5955 | 0.5307 | 0.7285 |
316
+ | 0.4408 | 5.6383 | 530 | 0.5133 | 0.6090 | 0.5133 | 0.7164 |
317
+ | 0.4408 | 5.6596 | 532 | 0.4372 | 0.6279 | 0.4372 | 0.6612 |
318
+ | 0.4408 | 5.6809 | 534 | 0.4346 | 0.6228 | 0.4346 | 0.6592 |
319
+ | 0.4408 | 5.7021 | 536 | 0.4987 | 0.5880 | 0.4987 | 0.7062 |
320
+ | 0.4408 | 5.7234 | 538 | 0.6290 | 0.5233 | 0.6290 | 0.7931 |
321
+ | 0.4408 | 5.7447 | 540 | 0.5660 | 0.5294 | 0.5660 | 0.7523 |
322
+ | 0.4408 | 5.7660 | 542 | 0.4648 | 0.6267 | 0.4648 | 0.6818 |
323
+ | 0.4408 | 5.7872 | 544 | 0.4184 | 0.6184 | 0.4184 | 0.6468 |
324
+ | 0.4408 | 5.8085 | 546 | 0.4122 | 0.6284 | 0.4122 | 0.6420 |
325
+ | 0.4408 | 5.8298 | 548 | 0.4384 | 0.6273 | 0.4384 | 0.6621 |
326
+ | 0.4408 | 5.8511 | 550 | 0.5868 | 0.5337 | 0.5868 | 0.7660 |
327
+ | 0.4408 | 5.8723 | 552 | 0.7145 | 0.5199 | 0.7145 | 0.8453 |
328
+ | 0.4408 | 5.8936 | 554 | 0.5561 | 0.5821 | 0.5561 | 0.7457 |
329
+ | 0.4408 | 5.9149 | 556 | 0.4488 | 0.6387 | 0.4488 | 0.6700 |
330
+ | 0.4408 | 5.9362 | 558 | 0.4575 | 0.6300 | 0.4575 | 0.6764 |
331
+ | 0.4408 | 5.9574 | 560 | 0.5166 | 0.6150 | 0.5166 | 0.7188 |
332
+ | 0.4408 | 5.9787 | 562 | 0.7070 | 0.5283 | 0.7070 | 0.8408 |
333
+ | 0.4408 | 6.0 | 564 | 0.6845 | 0.5256 | 0.6845 | 0.8273 |
334
+ | 0.4408 | 6.0213 | 566 | 0.4975 | 0.5945 | 0.4975 | 0.7054 |
335
+ | 0.4408 | 6.0426 | 568 | 0.4445 | 0.5716 | 0.4445 | 0.6667 |
336
+ | 0.4408 | 6.0638 | 570 | 0.4293 | 0.5760 | 0.4293 | 0.6552 |
337
+ | 0.4408 | 6.0851 | 572 | 0.4427 | 0.6201 | 0.4427 | 0.6653 |
338
+ | 0.4408 | 6.1064 | 574 | 0.5550 | 0.5536 | 0.5550 | 0.7450 |
339
+ | 0.4408 | 6.1277 | 576 | 0.5314 | 0.5714 | 0.5314 | 0.7290 |
340
+ | 0.4408 | 6.1489 | 578 | 0.4474 | 0.5914 | 0.4474 | 0.6689 |
341
+ | 0.4408 | 6.1702 | 580 | 0.4070 | 0.6072 | 0.4070 | 0.6380 |
342
+ | 0.4408 | 6.1915 | 582 | 0.4053 | 0.5952 | 0.4053 | 0.6366 |
343
+ | 0.4408 | 6.2128 | 584 | 0.4212 | 0.6040 | 0.4212 | 0.6490 |
344
+ | 0.4408 | 6.2340 | 586 | 0.5671 | 0.5313 | 0.5671 | 0.7531 |
345
+ | 0.4408 | 6.2553 | 588 | 0.6355 | 0.4988 | 0.6355 | 0.7972 |
346
+ | 0.4408 | 6.2766 | 590 | 0.5195 | 0.5689 | 0.5195 | 0.7208 |
347
+ | 0.4408 | 6.2979 | 592 | 0.4083 | 0.5654 | 0.4083 | 0.6390 |
348
+ | 0.4408 | 6.3191 | 594 | 0.4088 | 0.5376 | 0.4088 | 0.6394 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
349
 
350
 
351
  ### Framework versions