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bert_baseline_language_task3_fold3

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  1. README.md +169 -169
  2. runs/Aug25_05-41-07_358cdae836c1/events.out.tfevents.1724564469.358cdae836c1.24.0 +3 -0
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  14. runs/Aug25_10-26-23_358cdae836c1/events.out.tfevents.1724581584.358cdae836c1.24.12 +3 -0
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  17. runs/Aug25_11-41-27_358cdae836c1/events.out.tfevents.1724586087.358cdae836c1.24.15 +3 -0
  18. runs/Aug25_12-06-23_358cdae836c1/events.out.tfevents.1724587584.358cdae836c1.24.16 +3 -0
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  25. runs/Aug25_14-55-04_358cdae836c1/events.out.tfevents.1724597705.358cdae836c1.24.23 +3 -0
  26. training_args.bin +1 -1
README.md CHANGED
@@ -4,20 +4,20 @@ base_model: google-bert/bert-base-cased
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
- - name: bert_baseline_language_task3_fold3
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
- # bert_baseline_language_task3_fold3
15
 
16
  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
- - Loss: 0.4197
19
- - Qwk: 0.6413
20
- - Mse: 0.4198
21
 
22
  ## Model description
23
 
@@ -46,170 +46,170 @@ The following hyperparameters were used during training:
46
 
47
  ### Training results
48
 
49
- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
50
- |:-------------:|:------:|:----:|:---------------:|:------:|:------:|
51
- | No log | 0.0308 | 2 | 0.9198 | 0.0922 | 0.9209 |
52
- | No log | 0.0615 | 4 | 0.7459 | 0.0120 | 0.7468 |
53
- | No log | 0.0923 | 6 | 0.6404 | 0.0030 | 0.6412 |
54
- | No log | 0.1231 | 8 | 0.6047 | 0.0030 | 0.6053 |
55
- | No log | 0.1538 | 10 | 0.6244 | 0.0 | 0.6250 |
56
- | No log | 0.1846 | 12 | 0.5657 | 0.0 | 0.5662 |
57
- | No log | 0.2154 | 14 | 0.5298 | 0.0 | 0.5303 |
58
- | No log | 0.2462 | 16 | 0.5242 | 0.0811 | 0.5247 |
59
- | No log | 0.2769 | 18 | 0.5118 | 0.1276 | 0.5123 |
60
- | No log | 0.3077 | 20 | 0.4882 | 0.2114 | 0.4886 |
61
- | No log | 0.3385 | 22 | 0.5022 | 0.4153 | 0.5026 |
62
- | No log | 0.3692 | 24 | 0.5064 | 0.5303 | 0.5069 |
63
- | No log | 0.4 | 26 | 0.4597 | 0.5041 | 0.4599 |
64
- | No log | 0.4308 | 28 | 0.4405 | 0.4478 | 0.4407 |
65
- | No log | 0.4615 | 30 | 0.4409 | 0.3693 | 0.4409 |
66
- | No log | 0.4923 | 32 | 0.4187 | 0.4809 | 0.4188 |
67
- | No log | 0.5231 | 34 | 0.5841 | 0.5513 | 0.5845 |
68
- | No log | 0.5538 | 36 | 0.6611 | 0.5472 | 0.6616 |
69
- | No log | 0.5846 | 38 | 0.5783 | 0.5514 | 0.5787 |
70
- | No log | 0.6154 | 40 | 0.4290 | 0.5385 | 0.4293 |
71
- | No log | 0.6462 | 42 | 0.3953 | 0.5205 | 0.3955 |
72
- | No log | 0.6769 | 44 | 0.3940 | 0.5251 | 0.3942 |
73
- | No log | 0.7077 | 46 | 0.4273 | 0.5739 | 0.4275 |
74
- | No log | 0.7385 | 48 | 0.4647 | 0.5694 | 0.4649 |
75
- | No log | 0.7692 | 50 | 0.4743 | 0.5805 | 0.4746 |
76
- | No log | 0.8 | 52 | 0.4481 | 0.5800 | 0.4483 |
77
- | No log | 0.8308 | 54 | 0.4126 | 0.5798 | 0.4128 |
78
- | No log | 0.8615 | 56 | 0.3693 | 0.5607 | 0.3694 |
79
- | No log | 0.8923 | 58 | 0.4030 | 0.4082 | 0.4032 |
80
- | No log | 0.9231 | 60 | 0.4116 | 0.3934 | 0.4118 |
81
- | No log | 0.9538 | 62 | 0.3677 | 0.4203 | 0.3679 |
82
- | No log | 0.9846 | 64 | 0.3665 | 0.4993 | 0.3668 |
83
- | No log | 1.0154 | 66 | 0.4429 | 0.5907 | 0.4432 |
84
- | No log | 1.0462 | 68 | 0.5045 | 0.5932 | 0.5048 |
85
- | No log | 1.0769 | 70 | 0.4707 | 0.5715 | 0.4710 |
86
- | No log | 1.1077 | 72 | 0.3903 | 0.4999 | 0.3906 |
87
- | No log | 1.1385 | 74 | 0.3752 | 0.4057 | 0.3756 |
88
- | No log | 1.1692 | 76 | 0.3697 | 0.4273 | 0.3701 |
89
- | No log | 1.2 | 78 | 0.3602 | 0.4832 | 0.3604 |
90
- | No log | 1.2308 | 80 | 0.3566 | 0.5351 | 0.3568 |
91
- | No log | 1.2615 | 82 | 0.3609 | 0.5770 | 0.3611 |
92
- | No log | 1.2923 | 84 | 0.3802 | 0.5878 | 0.3804 |
93
- | No log | 1.3231 | 86 | 0.3511 | 0.5836 | 0.3512 |
94
- | No log | 1.3538 | 88 | 0.3495 | 0.5117 | 0.3496 |
95
- | No log | 1.3846 | 90 | 0.3440 | 0.5515 | 0.3441 |
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- | No log | 1.4154 | 92 | 0.3930 | 0.6163 | 0.3932 |
97
- | No log | 1.4462 | 94 | 0.4595 | 0.6485 | 0.4596 |
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- | No log | 1.4769 | 96 | 0.4910 | 0.6430 | 0.4912 |
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- | No log | 1.5077 | 98 | 0.4958 | 0.6444 | 0.4960 |
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- | No log | 1.5385 | 100 | 0.4007 | 0.6223 | 0.4008 |
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- | No log | 1.5692 | 102 | 0.3263 | 0.5806 | 0.3264 |
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- | No log | 1.6 | 104 | 0.3215 | 0.5482 | 0.3217 |
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- | No log | 1.6308 | 106 | 0.3363 | 0.5706 | 0.3365 |
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- | No log | 1.6615 | 108 | 0.3402 | 0.5607 | 0.3405 |
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- | No log | 1.6923 | 110 | 0.3559 | 0.5626 | 0.3561 |
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- | No log | 1.7231 | 112 | 0.3876 | 0.5897 | 0.3878 |
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- | No log | 1.7538 | 114 | 0.4056 | 0.6058 | 0.4059 |
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- | No log | 1.7846 | 116 | 0.4156 | 0.6135 | 0.4158 |
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- | No log | 1.8154 | 118 | 0.4196 | 0.6172 | 0.4198 |
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- | No log | 1.8462 | 120 | 0.3978 | 0.6142 | 0.3980 |
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- | No log | 1.8769 | 122 | 0.4255 | 0.6196 | 0.4257 |
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- | No log | 1.9077 | 124 | 0.4552 | 0.6070 | 0.4554 |
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- | No log | 1.9385 | 126 | 0.4096 | 0.5885 | 0.4098 |
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- | No log | 1.9692 | 128 | 0.3429 | 0.5865 | 0.3431 |
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- | No log | 2.0 | 130 | 0.3337 | 0.5731 | 0.3338 |
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- | No log | 2.0308 | 132 | 0.3541 | 0.5795 | 0.3542 |
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- | No log | 2.0615 | 134 | 0.4255 | 0.5963 | 0.4257 |
118
- | No log | 2.0923 | 136 | 0.4816 | 0.5953 | 0.4818 |
119
- | No log | 2.1231 | 138 | 0.4754 | 0.6054 | 0.4756 |
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- | No log | 2.1538 | 140 | 0.4117 | 0.6027 | 0.4119 |
121
- | No log | 2.1846 | 142 | 0.3355 | 0.5893 | 0.3355 |
122
- | No log | 2.2154 | 144 | 0.3632 | 0.5280 | 0.3630 |
123
- | No log | 2.2462 | 146 | 0.3679 | 0.5262 | 0.3677 |
124
- | No log | 2.2769 | 148 | 0.3455 | 0.5931 | 0.3455 |
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- | No log | 2.3077 | 150 | 0.3899 | 0.6231 | 0.3900 |
126
- | No log | 2.3385 | 152 | 0.4442 | 0.6253 | 0.4444 |
127
- | No log | 2.3692 | 154 | 0.5173 | 0.6294 | 0.5175 |
128
- | No log | 2.4 | 156 | 0.4893 | 0.6287 | 0.4895 |
129
- | No log | 2.4308 | 158 | 0.4252 | 0.6202 | 0.4254 |
130
- | No log | 2.4615 | 160 | 0.3544 | 0.6035 | 0.3545 |
131
- | No log | 2.4923 | 162 | 0.3367 | 0.5942 | 0.3369 |
132
- | No log | 2.5231 | 164 | 0.3366 | 0.5814 | 0.3368 |
133
- | No log | 2.5538 | 166 | 0.3494 | 0.5884 | 0.3496 |
134
- | No log | 2.5846 | 168 | 0.3775 | 0.5829 | 0.3777 |
135
- | No log | 2.6154 | 170 | 0.4515 | 0.5803 | 0.4517 |
136
- | No log | 2.6462 | 172 | 0.4840 | 0.5910 | 0.4843 |
137
- | No log | 2.6769 | 174 | 0.4457 | 0.5793 | 0.4459 |
138
- | No log | 2.7077 | 176 | 0.3790 | 0.5939 | 0.3792 |
139
- | No log | 2.7385 | 178 | 0.3322 | 0.5844 | 0.3323 |
140
- | No log | 2.7692 | 180 | 0.3280 | 0.5838 | 0.3280 |
141
- | No log | 2.8 | 182 | 0.3541 | 0.6173 | 0.3542 |
142
- | No log | 2.8308 | 184 | 0.4481 | 0.6178 | 0.4483 |
143
- | No log | 2.8615 | 186 | 0.5157 | 0.6258 | 0.5159 |
144
- | No log | 2.8923 | 188 | 0.4923 | 0.6164 | 0.4925 |
145
- | No log | 2.9231 | 190 | 0.4374 | 0.6300 | 0.4375 |
146
- | No log | 2.9538 | 192 | 0.4077 | 0.6221 | 0.4078 |
147
- | No log | 2.9846 | 194 | 0.3757 | 0.6202 | 0.3758 |
148
- | No log | 3.0154 | 196 | 0.3848 | 0.6197 | 0.3849 |
149
- | No log | 3.0462 | 198 | 0.4405 | 0.6168 | 0.4406 |
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- | No log | 3.0769 | 200 | 0.5004 | 0.6301 | 0.5006 |
151
- | No log | 3.1077 | 202 | 0.4780 | 0.6323 | 0.4782 |
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- | No log | 3.1385 | 204 | 0.4048 | 0.6026 | 0.4050 |
153
- | No log | 3.1692 | 206 | 0.3664 | 0.6046 | 0.3666 |
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- | No log | 3.2 | 208 | 0.3398 | 0.5936 | 0.3399 |
155
- | No log | 3.2308 | 210 | 0.3331 | 0.5782 | 0.3332 |
156
- | No log | 3.2615 | 212 | 0.3369 | 0.5855 | 0.3370 |
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- | No log | 3.2923 | 214 | 0.3645 | 0.6164 | 0.3646 |
158
- | No log | 3.3231 | 216 | 0.4370 | 0.6521 | 0.4371 |
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- | No log | 3.3538 | 218 | 0.5499 | 0.6578 | 0.5501 |
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- | No log | 3.3846 | 220 | 0.5812 | 0.6633 | 0.5814 |
161
- | No log | 3.4154 | 222 | 0.5164 | 0.6764 | 0.5165 |
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- | No log | 3.4462 | 224 | 0.4041 | 0.6472 | 0.4042 |
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- | No log | 3.4769 | 226 | 0.3615 | 0.6134 | 0.3616 |
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- | No log | 3.5077 | 228 | 0.3683 | 0.6241 | 0.3683 |
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- | No log | 3.5385 | 230 | 0.4036 | 0.6462 | 0.4038 |
166
- | No log | 3.5692 | 232 | 0.4709 | 0.6494 | 0.4710 |
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- | No log | 3.6 | 234 | 0.4689 | 0.6554 | 0.4690 |
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- | No log | 3.6308 | 236 | 0.4119 | 0.6506 | 0.4120 |
169
- | No log | 3.6615 | 238 | 0.3675 | 0.6182 | 0.3676 |
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- | No log | 3.6923 | 240 | 0.3636 | 0.6197 | 0.3637 |
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- | No log | 3.7231 | 242 | 0.3912 | 0.6407 | 0.3913 |
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- | No log | 3.7538 | 244 | 0.4441 | 0.6454 | 0.4442 |
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- | No log | 3.7846 | 246 | 0.4775 | 0.6342 | 0.4777 |
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- | No log | 3.8154 | 248 | 0.4927 | 0.6521 | 0.4929 |
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- | No log | 3.8462 | 250 | 0.4593 | 0.6363 | 0.4595 |
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- | No log | 3.8769 | 252 | 0.4059 | 0.6405 | 0.4060 |
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- | No log | 3.9077 | 254 | 0.3808 | 0.6276 | 0.3809 |
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- | No log | 3.9385 | 256 | 0.3805 | 0.6258 | 0.3806 |
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- | No log | 3.9692 | 258 | 0.3958 | 0.6320 | 0.3960 |
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- | No log | 4.0 | 260 | 0.4079 | 0.6353 | 0.4080 |
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- | No log | 4.0308 | 262 | 0.4091 | 0.6347 | 0.4092 |
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- | No log | 4.0615 | 264 | 0.4272 | 0.6317 | 0.4273 |
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- | No log | 4.0923 | 266 | 0.4489 | 0.6515 | 0.4491 |
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- | No log | 4.1231 | 268 | 0.4373 | 0.6398 | 0.4374 |
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- | No log | 4.1538 | 270 | 0.4370 | 0.6398 | 0.4371 |
186
- | No log | 4.1846 | 272 | 0.4205 | 0.6347 | 0.4206 |
187
- | No log | 4.2154 | 274 | 0.4130 | 0.6390 | 0.4131 |
188
- | No log | 4.2462 | 276 | 0.4070 | 0.6405 | 0.4071 |
189
- | No log | 4.2769 | 278 | 0.4174 | 0.6406 | 0.4175 |
190
- | No log | 4.3077 | 280 | 0.4344 | 0.6371 | 0.4346 |
191
- | No log | 4.3385 | 282 | 0.4295 | 0.6327 | 0.4296 |
192
- | No log | 4.3692 | 284 | 0.4171 | 0.6325 | 0.4172 |
193
- | No log | 4.4 | 286 | 0.4070 | 0.6384 | 0.4071 |
194
- | No log | 4.4308 | 288 | 0.3980 | 0.6387 | 0.3981 |
195
- | No log | 4.4615 | 290 | 0.4014 | 0.6445 | 0.4015 |
196
- | No log | 4.4923 | 292 | 0.4005 | 0.6423 | 0.4006 |
197
- | No log | 4.5231 | 294 | 0.4153 | 0.6410 | 0.4155 |
198
- | No log | 4.5538 | 296 | 0.4261 | 0.6448 | 0.4262 |
199
- | No log | 4.5846 | 298 | 0.4420 | 0.6533 | 0.4421 |
200
- | No log | 4.6154 | 300 | 0.4657 | 0.6676 | 0.4658 |
201
- | No log | 4.6462 | 302 | 0.4728 | 0.6655 | 0.4730 |
202
- | No log | 4.6769 | 304 | 0.4753 | 0.6663 | 0.4755 |
203
- | No log | 4.7077 | 306 | 0.4748 | 0.6663 | 0.4750 |
204
- | No log | 4.7385 | 308 | 0.4682 | 0.6705 | 0.4684 |
205
- | No log | 4.7692 | 310 | 0.4567 | 0.6647 | 0.4569 |
206
- | No log | 4.8 | 312 | 0.4508 | 0.6553 | 0.4510 |
207
- | No log | 4.8308 | 314 | 0.4426 | 0.6452 | 0.4427 |
208
- | No log | 4.8615 | 316 | 0.4345 | 0.6415 | 0.4347 |
209
- | No log | 4.8923 | 318 | 0.4280 | 0.6451 | 0.4281 |
210
- | No log | 4.9231 | 320 | 0.4237 | 0.6429 | 0.4239 |
211
- | No log | 4.9538 | 322 | 0.4209 | 0.6413 | 0.4210 |
212
- | No log | 4.9846 | 324 | 0.4197 | 0.6413 | 0.4198 |
213
 
214
 
215
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: bert_baseline_language_task3_fold2
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
+ # bert_baseline_language_task3_fold2
15
 
16
  This model is a fine-tuned version of [google-bert/bert-base-cased](https://huggingface.co/google-bert/bert-base-cased) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.4310
19
+ - Qwk: 0.6497
20
+ - Mse: 0.4312
21
 
22
  ## Model description
23
 
 
46
 
47
  ### Training results
48
 
49
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse |
50
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|
51
+ | No log | 0.0308 | 2 | 0.8667 | 0.1286 | 0.8665 |
52
+ | No log | 0.0615 | 4 | 0.6721 | 0.0 | 0.6724 |
53
+ | No log | 0.0923 | 6 | 0.5799 | 0.0 | 0.5808 |
54
+ | No log | 0.1231 | 8 | 0.5723 | 0.0 | 0.5735 |
55
+ | No log | 0.1538 | 10 | 0.5882 | 0.0 | 0.5895 |
56
+ | No log | 0.1846 | 12 | 0.7119 | -0.0229 | 0.7129 |
57
+ | No log | 0.2154 | 14 | 0.5587 | 0.0032 | 0.5596 |
58
+ | No log | 0.2462 | 16 | 0.5222 | 0.0 | 0.5229 |
59
+ | No log | 0.2769 | 18 | 0.5158 | 0.0 | 0.5165 |
60
+ | No log | 0.3077 | 20 | 0.4875 | 0.0 | 0.4881 |
61
+ | No log | 0.3385 | 22 | 0.4688 | 0.0096 | 0.4693 |
62
+ | No log | 0.3692 | 24 | 0.4535 | 0.0190 | 0.4541 |
63
+ | No log | 0.4 | 26 | 0.4426 | 0.0553 | 0.4432 |
64
+ | No log | 0.4308 | 28 | 0.4235 | 0.1569 | 0.4238 |
65
+ | No log | 0.4615 | 30 | 0.4035 | 0.2237 | 0.4036 |
66
+ | No log | 0.4923 | 32 | 0.3861 | 0.3251 | 0.3860 |
67
+ | No log | 0.5231 | 34 | 0.3859 | 0.3924 | 0.3856 |
68
+ | No log | 0.5538 | 36 | 0.4097 | 0.3681 | 0.4092 |
69
+ | No log | 0.5846 | 38 | 0.3858 | 0.4320 | 0.3853 |
70
+ | No log | 0.6154 | 40 | 0.3829 | 0.5218 | 0.3826 |
71
+ | No log | 0.6462 | 42 | 0.4023 | 0.5843 | 0.4021 |
72
+ | No log | 0.6769 | 44 | 0.3627 | 0.5516 | 0.3623 |
73
+ | No log | 0.7077 | 46 | 0.3448 | 0.5242 | 0.3445 |
74
+ | No log | 0.7385 | 48 | 0.3390 | 0.5750 | 0.3387 |
75
+ | No log | 0.7692 | 50 | 0.3549 | 0.6159 | 0.3548 |
76
+ | No log | 0.8 | 52 | 0.3917 | 0.6282 | 0.3917 |
77
+ | No log | 0.8308 | 54 | 0.4120 | 0.6185 | 0.4122 |
78
+ | No log | 0.8615 | 56 | 0.3578 | 0.5993 | 0.3579 |
79
+ | No log | 0.8923 | 58 | 0.3245 | 0.5054 | 0.3244 |
80
+ | No log | 0.9231 | 60 | 0.3458 | 0.5575 | 0.3458 |
81
+ | No log | 0.9538 | 62 | 0.4763 | 0.6243 | 0.4766 |
82
+ | No log | 0.9846 | 64 | 0.4953 | 0.6201 | 0.4955 |
83
+ | No log | 1.0154 | 66 | 0.3697 | 0.5996 | 0.3697 |
84
+ | No log | 1.0462 | 68 | 0.3512 | 0.5810 | 0.3512 |
85
+ | No log | 1.0769 | 70 | 0.3414 | 0.5767 | 0.3413 |
86
+ | No log | 1.1077 | 72 | 0.3922 | 0.6309 | 0.3922 |
87
+ | No log | 1.1385 | 74 | 0.4247 | 0.6202 | 0.4247 |
88
+ | No log | 1.1692 | 76 | 0.3777 | 0.6191 | 0.3776 |
89
+ | No log | 1.2 | 78 | 0.3634 | 0.5857 | 0.3633 |
90
+ | No log | 1.2308 | 80 | 0.3498 | 0.5617 | 0.3495 |
91
+ | No log | 1.2615 | 82 | 0.3438 | 0.5763 | 0.3437 |
92
+ | No log | 1.2923 | 84 | 0.3736 | 0.6122 | 0.3736 |
93
+ | No log | 1.3231 | 86 | 0.3695 | 0.6156 | 0.3695 |
94
+ | No log | 1.3538 | 88 | 0.3555 | 0.6014 | 0.3554 |
95
+ | No log | 1.3846 | 90 | 0.3487 | 0.5962 | 0.3486 |
96
+ | No log | 1.4154 | 92 | 0.3489 | 0.6098 | 0.3488 |
97
+ | No log | 1.4462 | 94 | 0.3380 | 0.5808 | 0.3379 |
98
+ | No log | 1.4769 | 96 | 0.3571 | 0.6081 | 0.3572 |
99
+ | No log | 1.5077 | 98 | 0.3722 | 0.6171 | 0.3724 |
100
+ | No log | 1.5385 | 100 | 0.4097 | 0.6365 | 0.4100 |
101
+ | No log | 1.5692 | 102 | 0.3790 | 0.6108 | 0.3794 |
102
+ | No log | 1.6 | 104 | 0.3796 | 0.6035 | 0.3801 |
103
+ | No log | 1.6308 | 106 | 0.3557 | 0.5632 | 0.3561 |
104
+ | No log | 1.6615 | 108 | 0.3973 | 0.5962 | 0.3977 |
105
+ | No log | 1.6923 | 110 | 0.4461 | 0.6243 | 0.4465 |
106
+ | No log | 1.7231 | 112 | 0.4083 | 0.6133 | 0.4087 |
107
+ | No log | 1.7538 | 114 | 0.3984 | 0.6157 | 0.3988 |
108
+ | No log | 1.7846 | 116 | 0.3726 | 0.6102 | 0.3730 |
109
+ | No log | 1.8154 | 118 | 0.3767 | 0.5977 | 0.3771 |
110
+ | No log | 1.8462 | 120 | 0.4635 | 0.6273 | 0.4640 |
111
+ | No log | 1.8769 | 122 | 0.6099 | 0.6037 | 0.6106 |
112
+ | No log | 1.9077 | 124 | 0.6275 | 0.5888 | 0.6282 |
113
+ | No log | 1.9385 | 126 | 0.5350 | 0.6223 | 0.5356 |
114
+ | No log | 1.9692 | 128 | 0.4031 | 0.6213 | 0.4034 |
115
+ | No log | 2.0 | 130 | 0.3393 | 0.5969 | 0.3394 |
116
+ | No log | 2.0308 | 132 | 0.3287 | 0.5599 | 0.3288 |
117
+ | No log | 2.0615 | 134 | 0.3515 | 0.5897 | 0.3516 |
118
+ | No log | 2.0923 | 136 | 0.3996 | 0.6258 | 0.3997 |
119
+ | No log | 2.1231 | 138 | 0.4641 | 0.6169 | 0.4643 |
120
+ | No log | 2.1538 | 140 | 0.4542 | 0.6158 | 0.4544 |
121
+ | No log | 2.1846 | 142 | 0.4004 | 0.6351 | 0.4005 |
122
+ | No log | 2.2154 | 144 | 0.3401 | 0.5887 | 0.3402 |
123
+ | No log | 2.2462 | 146 | 0.3235 | 0.5328 | 0.3235 |
124
+ | No log | 2.2769 | 148 | 0.3321 | 0.5753 | 0.3321 |
125
+ | No log | 2.3077 | 150 | 0.3804 | 0.6323 | 0.3805 |
126
+ | No log | 2.3385 | 152 | 0.4133 | 0.6239 | 0.4135 |
127
+ | No log | 2.3692 | 154 | 0.3998 | 0.6317 | 0.4000 |
128
+ | No log | 2.4 | 156 | 0.3526 | 0.6064 | 0.3527 |
129
+ | No log | 2.4308 | 158 | 0.3562 | 0.6005 | 0.3564 |
130
+ | No log | 2.4615 | 160 | 0.3973 | 0.6415 | 0.3975 |
131
+ | No log | 2.4923 | 162 | 0.4010 | 0.6347 | 0.4012 |
132
+ | No log | 2.5231 | 164 | 0.3810 | 0.6306 | 0.3812 |
133
+ | No log | 2.5538 | 166 | 0.3914 | 0.6271 | 0.3916 |
134
+ | No log | 2.5846 | 168 | 0.4101 | 0.6216 | 0.4104 |
135
+ | No log | 2.6154 | 170 | 0.3935 | 0.6240 | 0.3938 |
136
+ | No log | 2.6462 | 172 | 0.3646 | 0.6070 | 0.3649 |
137
+ | No log | 2.6769 | 174 | 0.3806 | 0.6188 | 0.3809 |
138
+ | No log | 2.7077 | 176 | 0.3976 | 0.6294 | 0.3980 |
139
+ | No log | 2.7385 | 178 | 0.3807 | 0.6188 | 0.3810 |
140
+ | No log | 2.7692 | 180 | 0.3702 | 0.6231 | 0.3705 |
141
+ | No log | 2.8 | 182 | 0.3468 | 0.5942 | 0.3469 |
142
+ | No log | 2.8308 | 184 | 0.3611 | 0.6284 | 0.3613 |
143
+ | No log | 2.8615 | 186 | 0.3921 | 0.6324 | 0.3923 |
144
+ | No log | 2.8923 | 188 | 0.4505 | 0.6341 | 0.4508 |
145
+ | No log | 2.9231 | 190 | 0.5436 | 0.6130 | 0.5441 |
146
+ | No log | 2.9538 | 192 | 0.5516 | 0.5987 | 0.5521 |
147
+ | No log | 2.9846 | 194 | 0.4740 | 0.6272 | 0.4744 |
148
+ | No log | 3.0154 | 196 | 0.3665 | 0.6255 | 0.3667 |
149
+ | No log | 3.0462 | 198 | 0.3328 | 0.5737 | 0.3329 |
150
+ | No log | 3.0769 | 200 | 0.3368 | 0.5899 | 0.3369 |
151
+ | No log | 3.1077 | 202 | 0.3630 | 0.6250 | 0.3631 |
152
+ | No log | 3.1385 | 204 | 0.4167 | 0.6402 | 0.4169 |
153
+ | No log | 3.1692 | 206 | 0.4774 | 0.6409 | 0.4776 |
154
+ | No log | 3.2 | 208 | 0.4657 | 0.6437 | 0.4659 |
155
+ | No log | 3.2308 | 210 | 0.4932 | 0.6426 | 0.4933 |
156
+ | No log | 3.2615 | 212 | 0.4736 | 0.6453 | 0.4737 |
157
+ | No log | 3.2923 | 214 | 0.4233 | 0.6436 | 0.4234 |
158
+ | No log | 3.3231 | 216 | 0.4093 | 0.6436 | 0.4094 |
159
+ | No log | 3.3538 | 218 | 0.4126 | 0.6488 | 0.4127 |
160
+ | No log | 3.3846 | 220 | 0.4110 | 0.6481 | 0.4110 |
161
+ | No log | 3.4154 | 222 | 0.4596 | 0.6397 | 0.4597 |
162
+ | No log | 3.4462 | 224 | 0.4659 | 0.6426 | 0.4661 |
163
+ | No log | 3.4769 | 226 | 0.4215 | 0.6391 | 0.4216 |
164
+ | No log | 3.5077 | 228 | 0.3766 | 0.6305 | 0.3766 |
165
+ | No log | 3.5385 | 230 | 0.3600 | 0.6084 | 0.3600 |
166
+ | No log | 3.5692 | 232 | 0.3712 | 0.6256 | 0.3712 |
167
+ | No log | 3.6 | 234 | 0.3671 | 0.6171 | 0.3671 |
168
+ | No log | 3.6308 | 236 | 0.3682 | 0.6262 | 0.3683 |
169
+ | No log | 3.6615 | 238 | 0.3608 | 0.6184 | 0.3609 |
170
+ | No log | 3.6923 | 240 | 0.3834 | 0.6317 | 0.3835 |
171
+ | No log | 3.7231 | 242 | 0.4443 | 0.6511 | 0.4445 |
172
+ | No log | 3.7538 | 244 | 0.4779 | 0.6435 | 0.4781 |
173
+ | No log | 3.7846 | 246 | 0.4705 | 0.6442 | 0.4708 |
174
+ | No log | 3.8154 | 248 | 0.4286 | 0.6526 | 0.4288 |
175
+ | No log | 3.8462 | 250 | 0.3918 | 0.6387 | 0.3920 |
176
+ | No log | 3.8769 | 252 | 0.3711 | 0.6330 | 0.3712 |
177
+ | No log | 3.9077 | 254 | 0.3700 | 0.6284 | 0.3701 |
178
+ | No log | 3.9385 | 256 | 0.3633 | 0.6233 | 0.3633 |
179
+ | No log | 3.9692 | 258 | 0.3682 | 0.6329 | 0.3683 |
180
+ | No log | 4.0 | 260 | 0.3658 | 0.6262 | 0.3658 |
181
+ | No log | 4.0308 | 262 | 0.3922 | 0.6462 | 0.3923 |
182
+ | No log | 4.0615 | 264 | 0.4182 | 0.6565 | 0.4183 |
183
+ | No log | 4.0923 | 266 | 0.4467 | 0.6587 | 0.4468 |
184
+ | No log | 4.1231 | 268 | 0.4401 | 0.6663 | 0.4403 |
185
+ | No log | 4.1538 | 270 | 0.4293 | 0.6641 | 0.4294 |
186
+ | No log | 4.1846 | 272 | 0.4237 | 0.6599 | 0.4238 |
187
+ | No log | 4.2154 | 274 | 0.4467 | 0.6677 | 0.4468 |
188
+ | No log | 4.2462 | 276 | 0.4703 | 0.6726 | 0.4705 |
189
+ | No log | 4.2769 | 278 | 0.4826 | 0.6690 | 0.4828 |
190
+ | No log | 4.3077 | 280 | 0.4852 | 0.6654 | 0.4853 |
191
+ | No log | 4.3385 | 282 | 0.4567 | 0.6699 | 0.4568 |
192
+ | No log | 4.3692 | 284 | 0.4361 | 0.6591 | 0.4361 |
193
+ | No log | 4.4 | 286 | 0.4165 | 0.6535 | 0.4165 |
194
+ | No log | 4.4308 | 288 | 0.4167 | 0.6511 | 0.4168 |
195
+ | No log | 4.4615 | 290 | 0.4213 | 0.6524 | 0.4213 |
196
+ | No log | 4.4923 | 292 | 0.4168 | 0.6545 | 0.4168 |
197
+ | No log | 4.5231 | 294 | 0.4303 | 0.6461 | 0.4304 |
198
+ | No log | 4.5538 | 296 | 0.4488 | 0.6557 | 0.4490 |
199
+ | No log | 4.5846 | 298 | 0.4573 | 0.6534 | 0.4574 |
200
+ | No log | 4.6154 | 300 | 0.4809 | 0.6570 | 0.4811 |
201
+ | No log | 4.6462 | 302 | 0.4878 | 0.6538 | 0.4881 |
202
+ | No log | 4.6769 | 304 | 0.4771 | 0.6499 | 0.4773 |
203
+ | No log | 4.7077 | 306 | 0.4567 | 0.6516 | 0.4569 |
204
+ | No log | 4.7385 | 308 | 0.4453 | 0.6494 | 0.4455 |
205
+ | No log | 4.7692 | 310 | 0.4356 | 0.6487 | 0.4358 |
206
+ | No log | 4.8 | 312 | 0.4348 | 0.6465 | 0.4349 |
207
+ | No log | 4.8308 | 314 | 0.4349 | 0.6465 | 0.4351 |
208
+ | No log | 4.8615 | 316 | 0.4350 | 0.6458 | 0.4352 |
209
+ | No log | 4.8923 | 318 | 0.4341 | 0.6497 | 0.4343 |
210
+ | No log | 4.9231 | 320 | 0.4312 | 0.6504 | 0.4313 |
211
+ | No log | 4.9538 | 322 | 0.4310 | 0.6504 | 0.4312 |
212
+ | No log | 4.9846 | 324 | 0.4310 | 0.6497 | 0.4312 |
213
 
214
 
215
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