MayBashendy
commited on
Training in progress, step 500
Browse files- README.md +710 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
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1 |
+
---
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2 |
+
library_name: transformers
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+
base_model: aubmindlab/bert-base-arabertv02
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+
tags:
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+
- generated_from_trainer
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+
model-index:
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+
- name: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k6_task3_organization
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+
results: []
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+
---
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10 |
+
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11 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
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+
should probably proofread and complete it, then remove this comment. -->
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+
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14 |
+
# ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k6_task3_organization
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15 |
+
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+
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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+
It achieves the following results on the evaluation set:
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+
- Loss: 0.7329
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+
- Qwk: 0.0318
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+
- Mse: 0.7329
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+
- Rmse: 0.8561
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+
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+
## Model description
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+
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+
More information needed
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+
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+
## Intended uses & limitations
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+
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+
More information needed
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+
|
31 |
+
## Training and evaluation data
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32 |
+
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+
More information needed
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+
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+
## Training procedure
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36 |
+
|
37 |
+
### Training hyperparameters
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+
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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+
- train_batch_size: 8
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+
- eval_batch_size: 8
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+
- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+
- lr_scheduler_type: linear
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+
- num_epochs: 100
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+
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+
### Training results
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+
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+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
52 |
+
| No log | 0.1111 | 2 | 3.7430 | 0.0017 | 3.7430 | 1.9347 |
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53 |
+
| No log | 0.2222 | 4 | 2.2719 | -0.0498 | 2.2719 | 1.5073 |
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+
| No log | 0.3333 | 6 | 1.7948 | 0.0 | 1.7948 | 1.3397 |
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55 |
+
| No log | 0.4444 | 8 | 1.4340 | 0.0298 | 1.4340 | 1.1975 |
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| No log | 0.5556 | 10 | 0.8206 | 0.0191 | 0.8206 | 0.9059 |
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57 |
+
| No log | 0.6667 | 12 | 0.7081 | -0.0101 | 0.7081 | 0.8415 |
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58 |
+
| No log | 0.7778 | 14 | 0.6732 | 0.0 | 0.6732 | 0.8205 |
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+
| No log | 0.8889 | 16 | 0.7075 | 0.0460 | 0.7075 | 0.8411 |
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+
| No log | 1.0 | 18 | 1.0519 | 0.0909 | 1.0519 | 1.0256 |
|
61 |
+
| No log | 1.1111 | 20 | 1.0942 | 0.0469 | 1.0942 | 1.0460 |
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+
| No log | 1.2222 | 22 | 0.8308 | -0.0033 | 0.8308 | 0.9115 |
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+
| No log | 1.3333 | 24 | 0.7882 | -0.0264 | 0.7882 | 0.8878 |
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64 |
+
| No log | 1.4444 | 26 | 0.7884 | 0.0416 | 0.7884 | 0.8879 |
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+
| No log | 1.5556 | 28 | 0.7796 | 0.0416 | 0.7796 | 0.8829 |
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+
| No log | 1.6667 | 30 | 0.8185 | -0.0309 | 0.8185 | 0.9047 |
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+
| No log | 1.7778 | 32 | 0.9330 | -0.0894 | 0.9330 | 0.9659 |
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+
| No log | 1.8889 | 34 | 0.9089 | -0.0878 | 0.9089 | 0.9534 |
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+
| No log | 2.0 | 36 | 0.7503 | 0.0460 | 0.7503 | 0.8662 |
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+
| No log | 2.1111 | 38 | 0.7605 | -0.0069 | 0.7605 | 0.8721 |
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71 |
+
| No log | 2.2222 | 40 | 0.7878 | -0.0188 | 0.7878 | 0.8876 |
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| No log | 2.3333 | 42 | 1.1604 | -0.0638 | 1.1604 | 1.0772 |
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| No log | 2.4444 | 44 | 1.1086 | -0.0638 | 1.1086 | 1.0529 |
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| No log | 2.5556 | 46 | 0.8168 | -0.0215 | 0.8168 | 0.9038 |
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| No log | 2.6667 | 48 | 0.7850 | -0.0125 | 0.7850 | 0.8860 |
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+
| No log | 2.7778 | 50 | 0.9708 | -0.0518 | 0.9708 | 0.9853 |
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+
| No log | 2.8889 | 52 | 1.0659 | 0.0134 | 1.0659 | 1.0324 |
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+
| No log | 3.0 | 54 | 0.9257 | -0.0008 | 0.9257 | 0.9621 |
|
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+
| No log | 3.1111 | 56 | 0.8401 | 0.0183 | 0.8401 | 0.9166 |
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+
| No log | 3.2222 | 58 | 0.9434 | 0.0884 | 0.9434 | 0.9713 |
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+
| No log | 3.3333 | 60 | 1.0074 | 0.0741 | 1.0074 | 1.0037 |
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+
| No log | 3.4444 | 62 | 0.8286 | 0.1051 | 0.8286 | 0.9103 |
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| No log | 3.5556 | 64 | 1.1896 | -0.0827 | 1.1896 | 1.0907 |
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+
| No log | 3.6667 | 66 | 1.3055 | -0.0272 | 1.3055 | 1.1426 |
|
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+
| No log | 3.7778 | 68 | 0.8240 | 0.1432 | 0.8240 | 0.9078 |
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86 |
+
| No log | 3.8889 | 70 | 0.7963 | 0.1432 | 0.7963 | 0.8924 |
|
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+
| No log | 4.0 | 72 | 1.0660 | -0.0508 | 1.0660 | 1.0325 |
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88 |
+
| No log | 4.1111 | 74 | 1.2492 | -0.0293 | 1.2492 | 1.1177 |
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89 |
+
| No log | 4.2222 | 76 | 0.8983 | 0.0935 | 0.8983 | 0.9478 |
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| No log | 4.3333 | 78 | 0.9110 | -0.0269 | 0.9110 | 0.9545 |
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+
| No log | 4.4444 | 80 | 0.8840 | 0.1124 | 0.8840 | 0.9402 |
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92 |
+
| No log | 4.5556 | 82 | 1.2170 | -0.0159 | 1.2170 | 1.1032 |
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93 |
+
| No log | 4.6667 | 84 | 1.3445 | 0.0251 | 1.3445 | 1.1595 |
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94 |
+
| No log | 4.7778 | 86 | 0.9111 | 0.0129 | 0.9111 | 0.9545 |
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+
| No log | 4.8889 | 88 | 0.8382 | 0.0998 | 0.8382 | 0.9155 |
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96 |
+
| No log | 5.0 | 90 | 0.8501 | -0.0061 | 0.8501 | 0.9220 |
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97 |
+
| No log | 5.1111 | 92 | 0.8471 | 0.0109 | 0.8471 | 0.9204 |
|
98 |
+
| No log | 5.2222 | 94 | 1.0427 | -0.0513 | 1.0427 | 1.0211 |
|
99 |
+
| No log | 5.3333 | 96 | 1.1543 | -0.0575 | 1.1543 | 1.0744 |
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| No log | 5.4444 | 98 | 1.0021 | 0.1385 | 1.0021 | 1.0011 |
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+
| No log | 5.5556 | 100 | 0.8375 | 0.0623 | 0.8375 | 0.9151 |
|
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+
| No log | 5.6667 | 102 | 0.8327 | 0.0935 | 0.8327 | 0.9125 |
|
103 |
+
| No log | 5.7778 | 104 | 0.9538 | 0.0636 | 0.9538 | 0.9766 |
|
104 |
+
| No log | 5.8889 | 106 | 0.9576 | -0.0175 | 0.9576 | 0.9785 |
|
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+
| No log | 6.0 | 108 | 0.8070 | 0.1268 | 0.8070 | 0.8983 |
|
106 |
+
| No log | 6.1111 | 110 | 0.8267 | 0.1991 | 0.8267 | 0.9092 |
|
107 |
+
| No log | 6.2222 | 112 | 0.8939 | 0.1598 | 0.8939 | 0.9454 |
|
108 |
+
| No log | 6.3333 | 114 | 1.1140 | -0.0521 | 1.1140 | 1.0554 |
|
109 |
+
| No log | 6.4444 | 116 | 0.9357 | 0.1144 | 0.9357 | 0.9673 |
|
110 |
+
| No log | 6.5556 | 118 | 0.8365 | 0.0301 | 0.8365 | 0.9146 |
|
111 |
+
| No log | 6.6667 | 120 | 0.8317 | 0.0861 | 0.8317 | 0.9120 |
|
112 |
+
| No log | 6.7778 | 122 | 0.8389 | 0.1609 | 0.8389 | 0.9159 |
|
113 |
+
| No log | 6.8889 | 124 | 1.2875 | -0.0372 | 1.2875 | 1.1347 |
|
114 |
+
| No log | 7.0 | 126 | 1.1447 | 0.0680 | 1.1447 | 1.0699 |
|
115 |
+
| No log | 7.1111 | 128 | 0.7763 | 0.0146 | 0.7763 | 0.8811 |
|
116 |
+
| No log | 7.2222 | 130 | 0.7478 | 0.0146 | 0.7478 | 0.8648 |
|
117 |
+
| No log | 7.3333 | 132 | 0.8046 | -0.0322 | 0.8046 | 0.8970 |
|
118 |
+
| No log | 7.4444 | 134 | 0.9011 | -0.0008 | 0.9011 | 0.9493 |
|
119 |
+
| No log | 7.5556 | 136 | 0.7733 | 0.1942 | 0.7733 | 0.8794 |
|
120 |
+
| No log | 7.6667 | 138 | 0.8440 | 0.1002 | 0.8440 | 0.9187 |
|
121 |
+
| No log | 7.7778 | 140 | 0.8373 | 0.1039 | 0.8373 | 0.9150 |
|
122 |
+
| No log | 7.8889 | 142 | 0.7917 | 0.1050 | 0.7917 | 0.8898 |
|
123 |
+
| No log | 8.0 | 144 | 0.9191 | -0.0052 | 0.9191 | 0.9587 |
|
124 |
+
| No log | 8.1111 | 146 | 0.7826 | 0.1901 | 0.7826 | 0.8847 |
|
125 |
+
| No log | 8.2222 | 148 | 0.7855 | 0.1079 | 0.7855 | 0.8863 |
|
126 |
+
| No log | 8.3333 | 150 | 0.7884 | 0.0733 | 0.7884 | 0.8879 |
|
127 |
+
| No log | 8.4444 | 152 | 0.7245 | 0.2096 | 0.7245 | 0.8512 |
|
128 |
+
| No log | 8.5556 | 154 | 1.0264 | -0.0539 | 1.0264 | 1.0131 |
|
129 |
+
| No log | 8.6667 | 156 | 1.0789 | 0.1609 | 1.0789 | 1.0387 |
|
130 |
+
| No log | 8.7778 | 158 | 0.8111 | -0.0303 | 0.8111 | 0.9006 |
|
131 |
+
| No log | 8.8889 | 160 | 0.7396 | 0.2031 | 0.7396 | 0.8600 |
|
132 |
+
| No log | 9.0 | 162 | 0.7841 | 0.2123 | 0.7841 | 0.8855 |
|
133 |
+
| No log | 9.1111 | 164 | 0.7858 | 0.1724 | 0.7858 | 0.8865 |
|
134 |
+
| No log | 9.2222 | 166 | 0.8195 | 0.1415 | 0.8195 | 0.9053 |
|
135 |
+
| No log | 9.3333 | 168 | 1.1166 | -0.0496 | 1.1166 | 1.0567 |
|
136 |
+
| No log | 9.4444 | 170 | 1.1281 | -0.0496 | 1.1281 | 1.0621 |
|
137 |
+
| No log | 9.5556 | 172 | 0.9256 | 0.0406 | 0.9256 | 0.9621 |
|
138 |
+
| No log | 9.6667 | 174 | 0.8279 | 0.1924 | 0.8279 | 0.9099 |
|
139 |
+
| No log | 9.7778 | 176 | 0.9269 | 0.1612 | 0.9269 | 0.9627 |
|
140 |
+
| No log | 9.8889 | 178 | 0.8360 | 0.2324 | 0.8360 | 0.9143 |
|
141 |
+
| No log | 10.0 | 180 | 0.7955 | 0.0113 | 0.7955 | 0.8919 |
|
142 |
+
| No log | 10.1111 | 182 | 0.9265 | 0.1354 | 0.9265 | 0.9626 |
|
143 |
+
| No log | 10.2222 | 184 | 0.8299 | 0.0424 | 0.8299 | 0.9110 |
|
144 |
+
| No log | 10.3333 | 186 | 0.7566 | 0.0113 | 0.7566 | 0.8698 |
|
145 |
+
| No log | 10.4444 | 188 | 0.7293 | 0.1189 | 0.7293 | 0.8540 |
|
146 |
+
| No log | 10.5556 | 190 | 0.7251 | 0.1143 | 0.7251 | 0.8516 |
|
147 |
+
| No log | 10.6667 | 192 | 0.8098 | 0.1193 | 0.8098 | 0.8999 |
|
148 |
+
| No log | 10.7778 | 194 | 0.9694 | 0.1499 | 0.9694 | 0.9846 |
|
149 |
+
| No log | 10.8889 | 196 | 0.8381 | 0.0676 | 0.8381 | 0.9155 |
|
150 |
+
| No log | 11.0 | 198 | 0.6718 | 0.1828 | 0.6718 | 0.8196 |
|
151 |
+
| No log | 11.1111 | 200 | 0.6727 | 0.0914 | 0.6727 | 0.8202 |
|
152 |
+
| No log | 11.2222 | 202 | 0.7277 | 0.1506 | 0.7277 | 0.8531 |
|
153 |
+
| No log | 11.3333 | 204 | 0.9241 | 0.0566 | 0.9241 | 0.9613 |
|
154 |
+
| No log | 11.4444 | 206 | 0.9220 | 0.1026 | 0.9220 | 0.9602 |
|
155 |
+
| No log | 11.5556 | 208 | 0.7927 | 0.1818 | 0.7927 | 0.8904 |
|
156 |
+
| No log | 11.6667 | 210 | 0.7949 | 0.1255 | 0.7949 | 0.8916 |
|
157 |
+
| No log | 11.7778 | 212 | 0.8050 | 0.1051 | 0.8050 | 0.8972 |
|
158 |
+
| No log | 11.8889 | 214 | 0.9939 | 0.0537 | 0.9939 | 0.9969 |
|
159 |
+
| No log | 12.0 | 216 | 0.8741 | 0.1392 | 0.8741 | 0.9350 |
|
160 |
+
| No log | 12.1111 | 218 | 0.7544 | 0.0622 | 0.7544 | 0.8686 |
|
161 |
+
| No log | 12.2222 | 220 | 0.7868 | 0.1286 | 0.7868 | 0.8870 |
|
162 |
+
| No log | 12.3333 | 222 | 0.7411 | 0.1495 | 0.7411 | 0.8609 |
|
163 |
+
| No log | 12.4444 | 224 | 0.7263 | 0.1573 | 0.7263 | 0.8522 |
|
164 |
+
| No log | 12.5556 | 226 | 0.7505 | 0.1983 | 0.7505 | 0.8663 |
|
165 |
+
| No log | 12.6667 | 228 | 0.7885 | 0.0961 | 0.7885 | 0.8879 |
|
166 |
+
| No log | 12.7778 | 230 | 0.7745 | 0.1004 | 0.7745 | 0.8800 |
|
167 |
+
| No log | 12.8889 | 232 | 0.8085 | 0.1239 | 0.8085 | 0.8991 |
|
168 |
+
| No log | 13.0 | 234 | 0.7187 | 0.1599 | 0.7187 | 0.8478 |
|
169 |
+
| No log | 13.1111 | 236 | 0.7497 | 0.1304 | 0.7497 | 0.8659 |
|
170 |
+
| No log | 13.2222 | 238 | 0.7091 | 0.1673 | 0.7091 | 0.8421 |
|
171 |
+
| No log | 13.3333 | 240 | 0.7014 | 0.1553 | 0.7014 | 0.8375 |
|
172 |
+
| No log | 13.4444 | 242 | 0.6982 | 0.1553 | 0.6982 | 0.8356 |
|
173 |
+
| No log | 13.5556 | 244 | 0.7476 | 0.1660 | 0.7476 | 0.8646 |
|
174 |
+
| No log | 13.6667 | 246 | 0.7218 | 0.1899 | 0.7218 | 0.8496 |
|
175 |
+
| No log | 13.7778 | 248 | 0.6839 | 0.1675 | 0.6839 | 0.8270 |
|
176 |
+
| No log | 13.8889 | 250 | 0.7026 | 0.1095 | 0.7026 | 0.8382 |
|
177 |
+
| No log | 14.0 | 252 | 0.7111 | 0.1495 | 0.7111 | 0.8433 |
|
178 |
+
| No log | 14.1111 | 254 | 0.6879 | 0.1644 | 0.6879 | 0.8294 |
|
179 |
+
| No log | 14.2222 | 256 | 0.6906 | 0.1630 | 0.6906 | 0.8310 |
|
180 |
+
| No log | 14.3333 | 258 | 0.7863 | 0.1286 | 0.7863 | 0.8867 |
|
181 |
+
| No log | 14.4444 | 260 | 0.8318 | 0.1026 | 0.8318 | 0.9120 |
|
182 |
+
| No log | 14.5556 | 262 | 0.7318 | 0.1431 | 0.7318 | 0.8555 |
|
183 |
+
| No log | 14.6667 | 264 | 0.7460 | 0.0991 | 0.7460 | 0.8637 |
|
184 |
+
| No log | 14.7778 | 266 | 0.7715 | 0.1393 | 0.7715 | 0.8783 |
|
185 |
+
| No log | 14.8889 | 268 | 0.7266 | 0.1292 | 0.7266 | 0.8524 |
|
186 |
+
| No log | 15.0 | 270 | 0.8476 | 0.0636 | 0.8476 | 0.9207 |
|
187 |
+
| No log | 15.1111 | 272 | 0.8491 | 0.0668 | 0.8491 | 0.9214 |
|
188 |
+
| No log | 15.2222 | 274 | 0.7629 | 0.1617 | 0.7629 | 0.8734 |
|
189 |
+
| No log | 15.3333 | 276 | 0.7742 | 0.1315 | 0.7742 | 0.8799 |
|
190 |
+
| No log | 15.4444 | 278 | 0.7378 | 0.1630 | 0.7378 | 0.8589 |
|
191 |
+
| No log | 15.5556 | 280 | 0.7946 | -0.0031 | 0.7946 | 0.8914 |
|
192 |
+
| No log | 15.6667 | 282 | 0.8006 | -0.0008 | 0.8006 | 0.8947 |
|
193 |
+
| No log | 15.7778 | 284 | 0.7274 | 0.1001 | 0.7274 | 0.8529 |
|
194 |
+
| No log | 15.8889 | 286 | 0.7103 | 0.1096 | 0.7103 | 0.8428 |
|
195 |
+
| No log | 16.0 | 288 | 0.6968 | 0.0834 | 0.6968 | 0.8348 |
|
196 |
+
| No log | 16.1111 | 290 | 0.7069 | 0.0834 | 0.7069 | 0.8408 |
|
197 |
+
| No log | 16.2222 | 292 | 0.7868 | 0.0438 | 0.7868 | 0.8870 |
|
198 |
+
| No log | 16.3333 | 294 | 0.8679 | 0.1348 | 0.8679 | 0.9316 |
|
199 |
+
| No log | 16.4444 | 296 | 1.0198 | 0.0758 | 1.0198 | 1.0099 |
|
200 |
+
| No log | 16.5556 | 298 | 0.8840 | 0.1649 | 0.8840 | 0.9402 |
|
201 |
+
| No log | 16.6667 | 300 | 0.7686 | 0.0376 | 0.7686 | 0.8767 |
|
202 |
+
| No log | 16.7778 | 302 | 0.8061 | -0.0620 | 0.8061 | 0.8978 |
|
203 |
+
| No log | 16.8889 | 304 | 0.7411 | 0.0503 | 0.7411 | 0.8609 |
|
204 |
+
| No log | 17.0 | 306 | 0.7737 | 0.1440 | 0.7737 | 0.8796 |
|
205 |
+
| No log | 17.1111 | 308 | 0.9384 | 0.0182 | 0.9384 | 0.9687 |
|
206 |
+
| No log | 17.2222 | 310 | 0.8923 | 0.1360 | 0.8923 | 0.9446 |
|
207 |
+
| No log | 17.3333 | 312 | 0.7377 | 0.1196 | 0.7377 | 0.8589 |
|
208 |
+
| No log | 17.4444 | 314 | 0.7395 | 0.1240 | 0.7395 | 0.8599 |
|
209 |
+
| No log | 17.5556 | 316 | 0.7711 | 0.1189 | 0.7711 | 0.8781 |
|
210 |
+
| No log | 17.6667 | 318 | 0.7965 | 0.0717 | 0.7965 | 0.8925 |
|
211 |
+
| No log | 17.7778 | 320 | 0.7926 | 0.0757 | 0.7926 | 0.8903 |
|
212 |
+
| No log | 17.8889 | 322 | 0.7958 | 0.0670 | 0.7958 | 0.8921 |
|
213 |
+
| No log | 18.0 | 324 | 0.8060 | 0.0424 | 0.8060 | 0.8978 |
|
214 |
+
| No log | 18.1111 | 326 | 0.7958 | 0.0041 | 0.7958 | 0.8921 |
|
215 |
+
| No log | 18.2222 | 328 | 0.7442 | -0.0170 | 0.7442 | 0.8627 |
|
216 |
+
| No log | 18.3333 | 330 | 0.7869 | -0.0322 | 0.7869 | 0.8871 |
|
217 |
+
| No log | 18.4444 | 332 | 0.7658 | -0.0949 | 0.7658 | 0.8751 |
|
218 |
+
| No log | 18.5556 | 334 | 0.7410 | 0.0723 | 0.7410 | 0.8608 |
|
219 |
+
| No log | 18.6667 | 336 | 0.9234 | 0.0609 | 0.9234 | 0.9609 |
|
220 |
+
| No log | 18.7778 | 338 | 0.9852 | 0.0576 | 0.9852 | 0.9926 |
|
221 |
+
| No log | 18.8889 | 340 | 0.8472 | 0.0831 | 0.8472 | 0.9204 |
|
222 |
+
| No log | 19.0 | 342 | 0.7708 | 0.0639 | 0.7708 | 0.8779 |
|
223 |
+
| No log | 19.1111 | 344 | 0.7404 | 0.1144 | 0.7404 | 0.8604 |
|
224 |
+
| No log | 19.2222 | 346 | 0.7495 | 0.0680 | 0.7495 | 0.8657 |
|
225 |
+
| No log | 19.3333 | 348 | 0.8264 | -0.0408 | 0.8264 | 0.9091 |
|
226 |
+
| No log | 19.4444 | 350 | 0.8057 | 0.0456 | 0.8057 | 0.8976 |
|
227 |
+
| No log | 19.5556 | 352 | 0.7586 | 0.0214 | 0.7586 | 0.8710 |
|
228 |
+
| No log | 19.6667 | 354 | 0.7582 | 0.0183 | 0.7582 | 0.8707 |
|
229 |
+
| No log | 19.7778 | 356 | 0.7894 | 0.0490 | 0.7894 | 0.8885 |
|
230 |
+
| No log | 19.8889 | 358 | 0.8125 | 0.0041 | 0.8125 | 0.9014 |
|
231 |
+
| No log | 20.0 | 360 | 0.7987 | 0.0041 | 0.7987 | 0.8937 |
|
232 |
+
| No log | 20.1111 | 362 | 0.7564 | 0.0723 | 0.7564 | 0.8697 |
|
233 |
+
| No log | 20.2222 | 364 | 0.7640 | 0.1644 | 0.7640 | 0.8741 |
|
234 |
+
| No log | 20.3333 | 366 | 0.8445 | 0.0392 | 0.8445 | 0.9190 |
|
235 |
+
| No log | 20.4444 | 368 | 0.8444 | 0.0438 | 0.8444 | 0.9189 |
|
236 |
+
| No log | 20.5556 | 370 | 0.7981 | 0.1705 | 0.7981 | 0.8934 |
|
237 |
+
| No log | 20.6667 | 372 | 0.7754 | 0.1298 | 0.7754 | 0.8806 |
|
238 |
+
| No log | 20.7778 | 374 | 0.7485 | 0.1298 | 0.7485 | 0.8651 |
|
239 |
+
| No log | 20.8889 | 376 | 0.7889 | 0.0913 | 0.7889 | 0.8882 |
|
240 |
+
| No log | 21.0 | 378 | 0.8378 | -0.0031 | 0.8378 | 0.9153 |
|
241 |
+
| No log | 21.1111 | 380 | 0.7772 | 0.1001 | 0.7772 | 0.8816 |
|
242 |
+
| No log | 21.2222 | 382 | 0.7299 | 0.1196 | 0.7299 | 0.8543 |
|
243 |
+
| No log | 21.3333 | 384 | 0.7342 | 0.1196 | 0.7342 | 0.8569 |
|
244 |
+
| No log | 21.4444 | 386 | 0.7815 | 0.1001 | 0.7815 | 0.8840 |
|
245 |
+
| No log | 21.5556 | 388 | 0.8571 | 0.0320 | 0.8571 | 0.9258 |
|
246 |
+
| No log | 21.6667 | 390 | 0.8242 | 0.0407 | 0.8242 | 0.9079 |
|
247 |
+
| No log | 21.7778 | 392 | 0.7880 | 0.1001 | 0.7880 | 0.8877 |
|
248 |
+
| No log | 21.8889 | 394 | 0.7475 | 0.0690 | 0.7475 | 0.8646 |
|
249 |
+
| No log | 22.0 | 396 | 0.7548 | 0.1095 | 0.7548 | 0.8688 |
|
250 |
+
| No log | 22.1111 | 398 | 0.8730 | 0.0224 | 0.8730 | 0.9344 |
|
251 |
+
| No log | 22.2222 | 400 | 1.0264 | 0.0687 | 1.0264 | 1.0131 |
|
252 |
+
| No log | 22.3333 | 402 | 1.0590 | 0.0631 | 1.0590 | 1.0291 |
|
253 |
+
| No log | 22.4444 | 404 | 0.9051 | -0.0815 | 0.9051 | 0.9514 |
|
254 |
+
| No log | 22.5556 | 406 | 0.8448 | 0.1538 | 0.8448 | 0.9192 |
|
255 |
+
| No log | 22.6667 | 408 | 0.8467 | 0.1168 | 0.8467 | 0.9201 |
|
256 |
+
| No log | 22.7778 | 410 | 0.8275 | 0.1400 | 0.8275 | 0.9097 |
|
257 |
+
| No log | 22.8889 | 412 | 0.9769 | 0.0470 | 0.9769 | 0.9884 |
|
258 |
+
| No log | 23.0 | 414 | 1.1296 | 0.0503 | 1.1296 | 1.0628 |
|
259 |
+
| No log | 23.1111 | 416 | 1.1057 | 0.0488 | 1.1057 | 1.0515 |
|
260 |
+
| No log | 23.2222 | 418 | 0.8776 | 0.0596 | 0.8776 | 0.9368 |
|
261 |
+
| No log | 23.3333 | 420 | 0.7453 | 0.2041 | 0.7453 | 0.8633 |
|
262 |
+
| No log | 23.4444 | 422 | 0.7397 | 0.1786 | 0.7397 | 0.8601 |
|
263 |
+
| No log | 23.5556 | 424 | 0.7342 | 0.0879 | 0.7342 | 0.8569 |
|
264 |
+
| No log | 23.6667 | 426 | 0.8010 | 0.1800 | 0.8010 | 0.8950 |
|
265 |
+
| No log | 23.7778 | 428 | 0.8996 | 0.1594 | 0.8996 | 0.9485 |
|
266 |
+
| No log | 23.8889 | 430 | 0.8351 | 0.1973 | 0.8351 | 0.9138 |
|
267 |
+
| No log | 24.0 | 432 | 0.7278 | 0.1659 | 0.7278 | 0.8531 |
|
268 |
+
| No log | 24.1111 | 434 | 0.7091 | 0.1371 | 0.7091 | 0.8421 |
|
269 |
+
| No log | 24.2222 | 436 | 0.7091 | 0.1371 | 0.7091 | 0.8421 |
|
270 |
+
| No log | 24.3333 | 438 | 0.7489 | 0.1627 | 0.7489 | 0.8654 |
|
271 |
+
| No log | 24.4444 | 440 | 0.8920 | 0.0986 | 0.8920 | 0.9445 |
|
272 |
+
| No log | 24.5556 | 442 | 0.9417 | 0.0556 | 0.9417 | 0.9704 |
|
273 |
+
| No log | 24.6667 | 444 | 0.8032 | 0.1286 | 0.8032 | 0.8962 |
|
274 |
+
| No log | 24.7778 | 446 | 0.7263 | 0.1395 | 0.7263 | 0.8522 |
|
275 |
+
| No log | 24.8889 | 448 | 0.7633 | 0.0995 | 0.7633 | 0.8737 |
|
276 |
+
| No log | 25.0 | 450 | 0.7338 | 0.1387 | 0.7338 | 0.8566 |
|
277 |
+
| No log | 25.1111 | 452 | 0.7265 | 0.1146 | 0.7265 | 0.8524 |
|
278 |
+
| No log | 25.2222 | 454 | 0.8226 | 0.0748 | 0.8226 | 0.9070 |
|
279 |
+
| No log | 25.3333 | 456 | 0.8253 | 0.0748 | 0.8253 | 0.9085 |
|
280 |
+
| No log | 25.4444 | 458 | 0.7625 | 0.1485 | 0.7625 | 0.8732 |
|
281 |
+
| No log | 25.5556 | 460 | 0.7868 | 0.1700 | 0.7868 | 0.8870 |
|
282 |
+
| No log | 25.6667 | 462 | 0.8241 | 0.1334 | 0.8241 | 0.9078 |
|
283 |
+
| No log | 25.7778 | 464 | 0.8061 | 0.1623 | 0.8061 | 0.8978 |
|
284 |
+
| No log | 25.8889 | 466 | 0.8311 | 0.0551 | 0.8311 | 0.9117 |
|
285 |
+
| No log | 26.0 | 468 | 0.9218 | 0.1065 | 0.9218 | 0.9601 |
|
286 |
+
| No log | 26.1111 | 470 | 0.9142 | 0.1065 | 0.9142 | 0.9562 |
|
287 |
+
| No log | 26.2222 | 472 | 0.8482 | 0.0484 | 0.8482 | 0.9210 |
|
288 |
+
| No log | 26.3333 | 474 | 0.8031 | 0.1139 | 0.8031 | 0.8962 |
|
289 |
+
| No log | 26.4444 | 476 | 0.7891 | 0.1228 | 0.7891 | 0.8883 |
|
290 |
+
| No log | 26.5556 | 478 | 0.7800 | 0.1143 | 0.7800 | 0.8832 |
|
291 |
+
| No log | 26.6667 | 480 | 0.7993 | 0.0484 | 0.7993 | 0.8940 |
|
292 |
+
| No log | 26.7778 | 482 | 0.9071 | 0.0651 | 0.9071 | 0.9524 |
|
293 |
+
| No log | 26.8889 | 484 | 0.9576 | 0.0125 | 0.9576 | 0.9786 |
|
294 |
+
| No log | 27.0 | 486 | 0.8993 | 0.1430 | 0.8993 | 0.9483 |
|
295 |
+
| No log | 27.1111 | 488 | 0.8481 | 0.0920 | 0.8481 | 0.9209 |
|
296 |
+
| No log | 27.2222 | 490 | 0.8503 | 0.0484 | 0.8503 | 0.9221 |
|
297 |
+
| No log | 27.3333 | 492 | 0.9027 | 0.0377 | 0.9027 | 0.9501 |
|
298 |
+
| No log | 27.4444 | 494 | 0.9202 | 0.0659 | 0.9202 | 0.9593 |
|
299 |
+
| No log | 27.5556 | 496 | 0.9026 | 0.0377 | 0.9026 | 0.9500 |
|
300 |
+
| No log | 27.6667 | 498 | 0.8732 | 0.0065 | 0.8732 | 0.9344 |
|
301 |
+
| 0.2507 | 27.7778 | 500 | 0.8741 | 0.0065 | 0.8741 | 0.9349 |
|
302 |
+
| 0.2507 | 27.8889 | 502 | 0.9302 | 0.0277 | 0.9302 | 0.9645 |
|
303 |
+
| 0.2507 | 28.0 | 504 | 1.0161 | -0.0912 | 1.0161 | 1.0080 |
|
304 |
+
| 0.2507 | 28.1111 | 506 | 1.0323 | -0.0925 | 1.0323 | 1.0160 |
|
305 |
+
| 0.2507 | 28.2222 | 508 | 0.9485 | 0.0498 | 0.9485 | 0.9739 |
|
306 |
+
| 0.2507 | 28.3333 | 510 | 0.8188 | 0.0913 | 0.8188 | 0.9049 |
|
307 |
+
| 0.2507 | 28.4444 | 512 | 0.8055 | 0.0509 | 0.8055 | 0.8975 |
|
308 |
+
| 0.2507 | 28.5556 | 514 | 0.8657 | 0.0999 | 0.8657 | 0.9304 |
|
309 |
+
| 0.2507 | 28.6667 | 516 | 0.8563 | 0.0999 | 0.8563 | 0.9253 |
|
310 |
+
| 0.2507 | 28.7778 | 518 | 0.8022 | 0.0757 | 0.8022 | 0.8957 |
|
311 |
+
| 0.2507 | 28.8889 | 520 | 0.8235 | 0.0456 | 0.8235 | 0.9075 |
|
312 |
+
| 0.2507 | 29.0 | 522 | 0.9002 | 0.1025 | 0.9002 | 0.9488 |
|
313 |
+
| 0.2507 | 29.1111 | 524 | 0.9063 | 0.1025 | 0.9063 | 0.9520 |
|
314 |
+
| 0.2507 | 29.2222 | 526 | 0.8367 | 0.1105 | 0.8367 | 0.9147 |
|
315 |
+
| 0.2507 | 29.3333 | 528 | 0.7801 | 0.1095 | 0.7801 | 0.8832 |
|
316 |
+
| 0.2507 | 29.4444 | 530 | 0.7791 | 0.1240 | 0.7791 | 0.8826 |
|
317 |
+
| 0.2507 | 29.5556 | 532 | 0.7817 | 0.1141 | 0.7817 | 0.8841 |
|
318 |
+
| 0.2507 | 29.6667 | 534 | 0.8238 | 0.0837 | 0.8238 | 0.9077 |
|
319 |
+
| 0.2507 | 29.7778 | 536 | 0.9309 | 0.0241 | 0.9309 | 0.9648 |
|
320 |
+
| 0.2507 | 29.8889 | 538 | 0.9416 | 0.0152 | 0.9416 | 0.9704 |
|
321 |
+
| 0.2507 | 30.0 | 540 | 0.8891 | 0.0986 | 0.8891 | 0.9429 |
|
322 |
+
| 0.2507 | 30.1111 | 542 | 0.8288 | 0.0871 | 0.8288 | 0.9104 |
|
323 |
+
| 0.2507 | 30.2222 | 544 | 0.8010 | 0.0956 | 0.8010 | 0.8950 |
|
324 |
+
| 0.2507 | 30.3333 | 546 | 0.7689 | 0.0236 | 0.7689 | 0.8769 |
|
325 |
+
| 0.2507 | 30.4444 | 548 | 0.7608 | 0.0741 | 0.7608 | 0.8722 |
|
326 |
+
| 0.2507 | 30.5556 | 550 | 0.7634 | 0.0783 | 0.7634 | 0.8737 |
|
327 |
+
| 0.2507 | 30.6667 | 552 | 0.7761 | 0.0269 | 0.7761 | 0.8810 |
|
328 |
+
| 0.2507 | 30.7778 | 554 | 0.8187 | 0.1235 | 0.8187 | 0.9048 |
|
329 |
+
| 0.2507 | 30.8889 | 556 | 0.8974 | 0.0949 | 0.8974 | 0.9473 |
|
330 |
+
| 0.2507 | 31.0 | 558 | 1.0021 | 0.0815 | 1.0021 | 1.0011 |
|
331 |
+
| 0.2507 | 31.1111 | 560 | 1.1001 | 0.0619 | 1.1001 | 1.0489 |
|
332 |
+
| 0.2507 | 31.2222 | 562 | 1.0334 | 0.0815 | 1.0334 | 1.0165 |
|
333 |
+
| 0.2507 | 31.3333 | 564 | 0.9058 | 0.0627 | 0.9058 | 0.9518 |
|
334 |
+
| 0.2507 | 31.4444 | 566 | 0.8032 | 0.1003 | 0.8032 | 0.8962 |
|
335 |
+
| 0.2507 | 31.5556 | 568 | 0.7918 | 0.0660 | 0.7918 | 0.8898 |
|
336 |
+
| 0.2507 | 31.6667 | 570 | 0.7974 | 0.1003 | 0.7974 | 0.8930 |
|
337 |
+
| 0.2507 | 31.7778 | 572 | 0.8166 | 0.0831 | 0.8166 | 0.9036 |
|
338 |
+
| 0.2507 | 31.8889 | 574 | 0.9073 | 0.0676 | 0.9073 | 0.9525 |
|
339 |
+
| 0.2507 | 32.0 | 576 | 1.0045 | -0.0301 | 1.0045 | 1.0023 |
|
340 |
+
| 0.2507 | 32.1111 | 578 | 0.9717 | -0.0285 | 0.9717 | 0.9857 |
|
341 |
+
| 0.2507 | 32.2222 | 580 | 0.8800 | -0.0163 | 0.8800 | 0.9381 |
|
342 |
+
| 0.2507 | 32.3333 | 582 | 0.8038 | 0.0748 | 0.8038 | 0.8966 |
|
343 |
+
| 0.2507 | 32.4444 | 584 | 0.7806 | 0.0871 | 0.7806 | 0.8835 |
|
344 |
+
| 0.2507 | 32.5556 | 586 | 0.8075 | 0.0392 | 0.8075 | 0.8986 |
|
345 |
+
| 0.2507 | 32.6667 | 588 | 0.8292 | 0.0362 | 0.8292 | 0.9106 |
|
346 |
+
| 0.2507 | 32.7778 | 590 | 0.8485 | 0.0333 | 0.8485 | 0.9211 |
|
347 |
+
| 0.2507 | 32.8889 | 592 | 0.8387 | 0.0793 | 0.8387 | 0.9158 |
|
348 |
+
| 0.2507 | 33.0 | 594 | 0.8302 | 0.0793 | 0.8302 | 0.9111 |
|
349 |
+
| 0.2507 | 33.1111 | 596 | 0.8190 | 0.0793 | 0.8190 | 0.9050 |
|
350 |
+
| 0.2507 | 33.2222 | 598 | 0.8445 | 0.0333 | 0.8445 | 0.9190 |
|
351 |
+
| 0.2507 | 33.3333 | 600 | 0.8300 | 0.0755 | 0.8300 | 0.9110 |
|
352 |
+
| 0.2507 | 33.4444 | 602 | 0.8514 | 0.0755 | 0.8514 | 0.9227 |
|
353 |
+
| 0.2507 | 33.5556 | 604 | 0.8336 | 0.0831 | 0.8336 | 0.9130 |
|
354 |
+
| 0.2507 | 33.6667 | 606 | 0.8292 | 0.0876 | 0.8292 | 0.9106 |
|
355 |
+
| 0.2507 | 33.7778 | 608 | 0.8510 | 0.1235 | 0.8510 | 0.9225 |
|
356 |
+
| 0.2507 | 33.8889 | 610 | 0.8743 | 0.0793 | 0.8743 | 0.9350 |
|
357 |
+
| 0.2507 | 34.0 | 612 | 0.8934 | 0.0304 | 0.8934 | 0.9452 |
|
358 |
+
| 0.2507 | 34.1111 | 614 | 0.8571 | 0.0831 | 0.8571 | 0.9258 |
|
359 |
+
| 0.2507 | 34.2222 | 616 | 0.8036 | 0.0913 | 0.8036 | 0.8964 |
|
360 |
+
| 0.2507 | 34.3333 | 618 | 0.7640 | 0.1612 | 0.7640 | 0.8740 |
|
361 |
+
| 0.2507 | 34.4444 | 620 | 0.7353 | 0.1311 | 0.7353 | 0.8575 |
|
362 |
+
| 0.2507 | 34.5556 | 622 | 0.7437 | 0.1254 | 0.7437 | 0.8624 |
|
363 |
+
| 0.2507 | 34.6667 | 624 | 0.7664 | 0.1553 | 0.7664 | 0.8754 |
|
364 |
+
| 0.2507 | 34.7778 | 626 | 0.8083 | 0.0456 | 0.8083 | 0.8991 |
|
365 |
+
| 0.2507 | 34.8889 | 628 | 0.8293 | 0.0424 | 0.8293 | 0.9107 |
|
366 |
+
| 0.2507 | 35.0 | 630 | 0.8201 | 0.0876 | 0.8201 | 0.9056 |
|
367 |
+
| 0.2507 | 35.1111 | 632 | 0.8091 | 0.1379 | 0.8091 | 0.8995 |
|
368 |
+
| 0.2507 | 35.2222 | 634 | 0.8161 | 0.0876 | 0.8161 | 0.9034 |
|
369 |
+
| 0.2507 | 35.3333 | 636 | 0.8323 | 0.1235 | 0.8323 | 0.9123 |
|
370 |
+
| 0.2507 | 35.4444 | 638 | 0.8320 | 0.1235 | 0.8320 | 0.9121 |
|
371 |
+
| 0.2507 | 35.5556 | 640 | 0.8414 | 0.0831 | 0.8414 | 0.9173 |
|
372 |
+
| 0.2507 | 35.6667 | 642 | 0.8138 | 0.1243 | 0.8138 | 0.9021 |
|
373 |
+
| 0.2507 | 35.7778 | 644 | 0.7827 | 0.0867 | 0.7827 | 0.8847 |
|
374 |
+
| 0.2507 | 35.8889 | 646 | 0.7954 | 0.1243 | 0.7954 | 0.8918 |
|
375 |
+
| 0.2507 | 36.0 | 648 | 0.8324 | 0.1196 | 0.8324 | 0.9124 |
|
376 |
+
| 0.2507 | 36.1111 | 650 | 0.8378 | 0.0831 | 0.8378 | 0.9153 |
|
377 |
+
| 0.2507 | 36.2222 | 652 | 0.8591 | 0.1196 | 0.8591 | 0.9269 |
|
378 |
+
| 0.2507 | 36.3333 | 654 | 0.9075 | 0.1107 | 0.9075 | 0.9526 |
|
379 |
+
| 0.2507 | 36.4444 | 656 | 0.9271 | 0.0642 | 0.9271 | 0.9628 |
|
380 |
+
| 0.2507 | 36.5556 | 658 | 0.8997 | 0.0642 | 0.8997 | 0.9485 |
|
381 |
+
| 0.2507 | 36.6667 | 660 | 0.7941 | 0.1243 | 0.7941 | 0.8911 |
|
382 |
+
| 0.2507 | 36.7778 | 662 | 0.7276 | 0.1146 | 0.7276 | 0.8530 |
|
383 |
+
| 0.2507 | 36.8889 | 664 | 0.7220 | 0.0768 | 0.7220 | 0.8497 |
|
384 |
+
| 0.2507 | 37.0 | 666 | 0.7348 | 0.1199 | 0.7348 | 0.8572 |
|
385 |
+
| 0.2507 | 37.1111 | 668 | 0.7577 | 0.1146 | 0.7577 | 0.8704 |
|
386 |
+
| 0.2507 | 37.2222 | 670 | 0.7905 | 0.1395 | 0.7905 | 0.8891 |
|
387 |
+
| 0.2507 | 37.3333 | 672 | 0.8207 | 0.1395 | 0.8207 | 0.9059 |
|
388 |
+
| 0.2507 | 37.4444 | 674 | 0.7911 | 0.1395 | 0.7911 | 0.8894 |
|
389 |
+
| 0.2507 | 37.5556 | 676 | 0.7463 | 0.1506 | 0.7463 | 0.8639 |
|
390 |
+
| 0.2507 | 37.6667 | 678 | 0.7313 | 0.1506 | 0.7313 | 0.8552 |
|
391 |
+
| 0.2507 | 37.7778 | 680 | 0.7556 | 0.1342 | 0.7556 | 0.8692 |
|
392 |
+
| 0.2507 | 37.8889 | 682 | 0.8370 | 0.1107 | 0.8370 | 0.9149 |
|
393 |
+
| 0.2507 | 38.0 | 684 | 0.9554 | 0.0207 | 0.9554 | 0.9774 |
|
394 |
+
| 0.2507 | 38.1111 | 686 | 1.0799 | -0.0943 | 1.0799 | 1.0392 |
|
395 |
+
| 0.2507 | 38.2222 | 688 | 1.0738 | -0.0943 | 1.0738 | 1.0362 |
|
396 |
+
| 0.2507 | 38.3333 | 690 | 1.0192 | -0.0923 | 1.0192 | 1.0096 |
|
397 |
+
| 0.2507 | 38.4444 | 692 | 0.8800 | 0.0755 | 0.8800 | 0.9381 |
|
398 |
+
| 0.2507 | 38.5556 | 694 | 0.7910 | 0.1800 | 0.7910 | 0.8894 |
|
399 |
+
| 0.2507 | 38.6667 | 696 | 0.7891 | 0.1539 | 0.7891 | 0.8883 |
|
400 |
+
| 0.2507 | 38.7778 | 698 | 0.8031 | 0.1508 | 0.8031 | 0.8962 |
|
401 |
+
| 0.2507 | 38.8889 | 700 | 0.8505 | 0.1633 | 0.8505 | 0.9222 |
|
402 |
+
| 0.2507 | 39.0 | 702 | 0.9236 | -0.0054 | 0.9236 | 0.9611 |
|
403 |
+
| 0.2507 | 39.1111 | 704 | 0.9635 | -0.1228 | 0.9635 | 0.9816 |
|
404 |
+
| 0.2507 | 39.2222 | 706 | 0.9545 | -0.0870 | 0.9545 | 0.9770 |
|
405 |
+
| 0.2507 | 39.3333 | 708 | 0.8740 | 0.0755 | 0.8740 | 0.9349 |
|
406 |
+
| 0.2507 | 39.4444 | 710 | 0.7892 | 0.1387 | 0.7892 | 0.8884 |
|
407 |
+
| 0.2507 | 39.5556 | 712 | 0.7568 | 0.1440 | 0.7568 | 0.8699 |
|
408 |
+
| 0.2507 | 39.6667 | 714 | 0.7465 | 0.1336 | 0.7465 | 0.8640 |
|
409 |
+
| 0.2507 | 39.7778 | 716 | 0.7447 | 0.1336 | 0.7447 | 0.8629 |
|
410 |
+
| 0.2507 | 39.8889 | 718 | 0.7508 | 0.1336 | 0.7508 | 0.8665 |
|
411 |
+
| 0.2507 | 40.0 | 720 | 0.7590 | 0.1336 | 0.7590 | 0.8712 |
|
412 |
+
| 0.2507 | 40.1111 | 722 | 0.7593 | 0.1336 | 0.7593 | 0.8714 |
|
413 |
+
| 0.2507 | 40.2222 | 724 | 0.7550 | 0.1379 | 0.7550 | 0.8689 |
|
414 |
+
| 0.2507 | 40.3333 | 726 | 0.7540 | 0.1742 | 0.7540 | 0.8683 |
|
415 |
+
| 0.2507 | 40.4444 | 728 | 0.7387 | 0.1431 | 0.7387 | 0.8594 |
|
416 |
+
| 0.2507 | 40.5556 | 730 | 0.7241 | 0.1096 | 0.7241 | 0.8509 |
|
417 |
+
| 0.2507 | 40.6667 | 732 | 0.7158 | 0.1565 | 0.7158 | 0.8461 |
|
418 |
+
| 0.2507 | 40.7778 | 734 | 0.6979 | 0.0318 | 0.6979 | 0.8354 |
|
419 |
+
| 0.2507 | 40.8889 | 736 | 0.6916 | 0.0318 | 0.6916 | 0.8316 |
|
420 |
+
| 0.2507 | 41.0 | 738 | 0.6943 | 0.0318 | 0.6943 | 0.8333 |
|
421 |
+
| 0.2507 | 41.1111 | 740 | 0.7048 | 0.0318 | 0.7048 | 0.8395 |
|
422 |
+
| 0.2507 | 41.2222 | 742 | 0.7193 | 0.1199 | 0.7193 | 0.8481 |
|
423 |
+
| 0.2507 | 41.3333 | 744 | 0.7358 | 0.1199 | 0.7358 | 0.8578 |
|
424 |
+
| 0.2507 | 41.4444 | 746 | 0.7364 | 0.1199 | 0.7364 | 0.8581 |
|
425 |
+
| 0.2507 | 41.5556 | 748 | 0.7279 | 0.0768 | 0.7279 | 0.8532 |
|
426 |
+
| 0.2507 | 41.6667 | 750 | 0.7402 | 0.0768 | 0.7402 | 0.8604 |
|
427 |
+
| 0.2507 | 41.7778 | 752 | 0.7796 | 0.1387 | 0.7796 | 0.8829 |
|
428 |
+
| 0.2507 | 41.8889 | 754 | 0.7945 | 0.1336 | 0.7945 | 0.8914 |
|
429 |
+
| 0.2507 | 42.0 | 756 | 0.7751 | 0.1440 | 0.7751 | 0.8804 |
|
430 |
+
| 0.2507 | 42.1111 | 758 | 0.7423 | 0.0768 | 0.7423 | 0.8616 |
|
431 |
+
| 0.2507 | 42.2222 | 760 | 0.7319 | 0.0768 | 0.7319 | 0.8555 |
|
432 |
+
| 0.2507 | 42.3333 | 762 | 0.7274 | 0.0768 | 0.7274 | 0.8529 |
|
433 |
+
| 0.2507 | 42.4444 | 764 | 0.7235 | 0.1199 | 0.7235 | 0.8506 |
|
434 |
+
| 0.2507 | 42.5556 | 766 | 0.7423 | 0.2034 | 0.7423 | 0.8616 |
|
435 |
+
| 0.2507 | 42.6667 | 768 | 0.7762 | 0.1899 | 0.7762 | 0.8810 |
|
436 |
+
| 0.2507 | 42.7778 | 770 | 0.7805 | 0.1899 | 0.7805 | 0.8834 |
|
437 |
+
| 0.2507 | 42.8889 | 772 | 0.7379 | 0.1627 | 0.7379 | 0.8590 |
|
438 |
+
| 0.2507 | 43.0 | 774 | 0.7040 | 0.0768 | 0.7040 | 0.8390 |
|
439 |
+
| 0.2507 | 43.1111 | 776 | 0.7109 | 0.0768 | 0.7109 | 0.8431 |
|
440 |
+
| 0.2507 | 43.2222 | 778 | 0.7292 | 0.1199 | 0.7292 | 0.8539 |
|
441 |
+
| 0.2507 | 43.3333 | 780 | 0.7648 | 0.1047 | 0.7648 | 0.8745 |
|
442 |
+
| 0.2507 | 43.4444 | 782 | 0.7903 | 0.1387 | 0.7903 | 0.8890 |
|
443 |
+
| 0.2507 | 43.5556 | 784 | 0.8272 | 0.1701 | 0.8272 | 0.9095 |
|
444 |
+
| 0.2507 | 43.6667 | 786 | 0.8259 | 0.1701 | 0.8259 | 0.9088 |
|
445 |
+
| 0.2507 | 43.7778 | 788 | 0.8358 | 0.1701 | 0.8358 | 0.9142 |
|
446 |
+
| 0.2507 | 43.8889 | 790 | 0.8286 | 0.1701 | 0.8286 | 0.9103 |
|
447 |
+
| 0.2507 | 44.0 | 792 | 0.8252 | 0.1701 | 0.8252 | 0.9084 |
|
448 |
+
| 0.2507 | 44.1111 | 794 | 0.8243 | 0.1701 | 0.8243 | 0.9079 |
|
449 |
+
| 0.2507 | 44.2222 | 796 | 0.8214 | 0.1701 | 0.8214 | 0.9063 |
|
450 |
+
| 0.2507 | 44.3333 | 798 | 0.8191 | 0.1701 | 0.8191 | 0.9050 |
|
451 |
+
| 0.2507 | 44.4444 | 800 | 0.7945 | 0.1440 | 0.7945 | 0.8913 |
|
452 |
+
| 0.2507 | 44.5556 | 802 | 0.7817 | 0.1456 | 0.7817 | 0.8841 |
|
453 |
+
| 0.2507 | 44.6667 | 804 | 0.7754 | 0.1440 | 0.7754 | 0.8806 |
|
454 |
+
| 0.2507 | 44.7778 | 806 | 0.7981 | 0.0793 | 0.7981 | 0.8933 |
|
455 |
+
| 0.2507 | 44.8889 | 808 | 0.8186 | 0.1196 | 0.8186 | 0.9047 |
|
456 |
+
| 0.2507 | 45.0 | 810 | 0.8264 | 0.1196 | 0.8264 | 0.9091 |
|
457 |
+
| 0.2507 | 45.1111 | 812 | 0.7925 | 0.1243 | 0.7925 | 0.8903 |
|
458 |
+
| 0.2507 | 45.2222 | 814 | 0.7675 | 0.1775 | 0.7675 | 0.8760 |
|
459 |
+
| 0.2507 | 45.3333 | 816 | 0.7463 | 0.1817 | 0.7463 | 0.8639 |
|
460 |
+
| 0.2507 | 45.4444 | 818 | 0.7325 | 0.1047 | 0.7325 | 0.8558 |
|
461 |
+
| 0.2507 | 45.5556 | 820 | 0.7412 | 0.1617 | 0.7412 | 0.8609 |
|
462 |
+
| 0.2507 | 45.6667 | 822 | 0.7705 | 0.1139 | 0.7705 | 0.8778 |
|
463 |
+
| 0.2507 | 45.7778 | 824 | 0.8058 | 0.1829 | 0.8058 | 0.8977 |
|
464 |
+
| 0.2507 | 45.8889 | 826 | 0.8305 | 0.2145 | 0.8305 | 0.9113 |
|
465 |
+
| 0.2507 | 46.0 | 828 | 0.8603 | 0.1522 | 0.8603 | 0.9275 |
|
466 |
+
| 0.2507 | 46.1111 | 830 | 0.9001 | 0.1065 | 0.9001 | 0.9487 |
|
467 |
+
| 0.2507 | 46.2222 | 832 | 0.9200 | 0.0659 | 0.9200 | 0.9592 |
|
468 |
+
| 0.2507 | 46.3333 | 834 | 0.9169 | 0.0627 | 0.9169 | 0.9575 |
|
469 |
+
| 0.2507 | 46.4444 | 836 | 0.8960 | 0.0986 | 0.8960 | 0.9466 |
|
470 |
+
| 0.2507 | 46.5556 | 838 | 0.8745 | 0.1025 | 0.8745 | 0.9352 |
|
471 |
+
| 0.2507 | 46.6667 | 840 | 0.8375 | 0.1493 | 0.8375 | 0.9152 |
|
472 |
+
| 0.2507 | 46.7778 | 842 | 0.7970 | 0.1716 | 0.7970 | 0.8927 |
|
473 |
+
| 0.2507 | 46.8889 | 844 | 0.7457 | 0.1146 | 0.7457 | 0.8636 |
|
474 |
+
| 0.2507 | 47.0 | 846 | 0.7276 | 0.1254 | 0.7276 | 0.8530 |
|
475 |
+
| 0.2507 | 47.1111 | 848 | 0.7270 | 0.1311 | 0.7270 | 0.8527 |
|
476 |
+
| 0.2507 | 47.2222 | 850 | 0.7345 | 0.0723 | 0.7345 | 0.8570 |
|
477 |
+
| 0.2507 | 47.3333 | 852 | 0.7816 | 0.0956 | 0.7816 | 0.8841 |
|
478 |
+
| 0.2507 | 47.4444 | 854 | 0.8203 | 0.1243 | 0.8203 | 0.9057 |
|
479 |
+
| 0.2507 | 47.5556 | 856 | 0.8743 | 0.0711 | 0.8743 | 0.9351 |
|
480 |
+
| 0.2507 | 47.6667 | 858 | 0.8984 | 0.0949 | 0.8984 | 0.9478 |
|
481 |
+
| 0.2507 | 47.7778 | 860 | 0.8635 | 0.1150 | 0.8635 | 0.9293 |
|
482 |
+
| 0.2507 | 47.8889 | 862 | 0.8628 | 0.1150 | 0.8628 | 0.9289 |
|
483 |
+
| 0.2507 | 48.0 | 864 | 0.8643 | 0.0676 | 0.8643 | 0.9297 |
|
484 |
+
| 0.2507 | 48.1111 | 866 | 0.8123 | 0.1150 | 0.8123 | 0.9013 |
|
485 |
+
| 0.2507 | 48.2222 | 868 | 0.7972 | 0.1196 | 0.7972 | 0.8928 |
|
486 |
+
| 0.2507 | 48.3333 | 870 | 0.7928 | 0.1196 | 0.7928 | 0.8904 |
|
487 |
+
| 0.2507 | 48.4444 | 872 | 0.7903 | 0.1196 | 0.7903 | 0.8890 |
|
488 |
+
| 0.2507 | 48.5556 | 874 | 0.7741 | 0.1196 | 0.7741 | 0.8798 |
|
489 |
+
| 0.2507 | 48.6667 | 876 | 0.7558 | 0.1627 | 0.7558 | 0.8694 |
|
490 |
+
| 0.2507 | 48.7778 | 878 | 0.7711 | 0.1440 | 0.7711 | 0.8782 |
|
491 |
+
| 0.2507 | 48.8889 | 880 | 0.7896 | 0.1440 | 0.7896 | 0.8886 |
|
492 |
+
| 0.2507 | 49.0 | 882 | 0.8089 | 0.0831 | 0.8089 | 0.8994 |
|
493 |
+
| 0.2507 | 49.1111 | 884 | 0.8434 | 0.0755 | 0.8434 | 0.9183 |
|
494 |
+
| 0.2507 | 49.2222 | 886 | 0.8438 | 0.0755 | 0.8438 | 0.9186 |
|
495 |
+
| 0.2507 | 49.3333 | 888 | 0.8357 | 0.0755 | 0.8357 | 0.9141 |
|
496 |
+
| 0.2507 | 49.4444 | 890 | 0.7968 | 0.0871 | 0.7968 | 0.8926 |
|
497 |
+
| 0.2507 | 49.5556 | 892 | 0.7789 | 0.0956 | 0.7789 | 0.8826 |
|
498 |
+
| 0.2507 | 49.6667 | 894 | 0.7716 | 0.0956 | 0.7716 | 0.8784 |
|
499 |
+
| 0.2507 | 49.7778 | 896 | 0.7576 | 0.1440 | 0.7576 | 0.8704 |
|
500 |
+
| 0.2507 | 49.8889 | 898 | 0.7744 | 0.1243 | 0.7744 | 0.8800 |
|
501 |
+
| 0.2507 | 50.0 | 900 | 0.8174 | 0.1196 | 0.8174 | 0.9041 |
|
502 |
+
| 0.2507 | 50.1111 | 902 | 0.8306 | 0.0748 | 0.8306 | 0.9114 |
|
503 |
+
| 0.2507 | 50.2222 | 904 | 0.8258 | 0.1196 | 0.8258 | 0.9087 |
|
504 |
+
| 0.2507 | 50.3333 | 906 | 0.8216 | 0.1196 | 0.8216 | 0.9064 |
|
505 |
+
| 0.2507 | 50.4444 | 908 | 0.8116 | 0.0831 | 0.8116 | 0.9009 |
|
506 |
+
| 0.2507 | 50.5556 | 910 | 0.8141 | 0.1336 | 0.8141 | 0.9023 |
|
507 |
+
| 0.2507 | 50.6667 | 912 | 0.8106 | 0.1379 | 0.8106 | 0.9003 |
|
508 |
+
| 0.2507 | 50.7778 | 914 | 0.8564 | 0.0793 | 0.8564 | 0.9254 |
|
509 |
+
| 0.2507 | 50.8889 | 916 | 0.8965 | 0.0362 | 0.8965 | 0.9468 |
|
510 |
+
| 0.2507 | 51.0 | 918 | 0.9263 | -0.0076 | 0.9263 | 0.9625 |
|
511 |
+
| 0.2507 | 51.1111 | 920 | 0.9704 | 0.0241 | 0.9704 | 0.9851 |
|
512 |
+
| 0.2507 | 51.2222 | 922 | 1.0472 | 0.0129 | 1.0472 | 1.0233 |
|
513 |
+
| 0.2507 | 51.3333 | 924 | 1.0504 | 0.0152 | 1.0504 | 1.0249 |
|
514 |
+
| 0.2507 | 51.4444 | 926 | 0.9690 | 0.0267 | 0.9690 | 0.9844 |
|
515 |
+
| 0.2507 | 51.5556 | 928 | 0.8949 | 0.1065 | 0.8949 | 0.9460 |
|
516 |
+
| 0.2507 | 51.6667 | 930 | 0.8492 | 0.1767 | 0.8492 | 0.9215 |
|
517 |
+
| 0.2507 | 51.7778 | 932 | 0.8323 | 0.1807 | 0.8323 | 0.9123 |
|
518 |
+
| 0.2507 | 51.8889 | 934 | 0.8083 | 0.0834 | 0.8083 | 0.8991 |
|
519 |
+
| 0.2507 | 52.0 | 936 | 0.7921 | 0.0834 | 0.7921 | 0.8900 |
|
520 |
+
| 0.2507 | 52.1111 | 938 | 0.7785 | 0.0828 | 0.7785 | 0.8823 |
|
521 |
+
| 0.2507 | 52.2222 | 940 | 0.7708 | 0.0338 | 0.7708 | 0.8779 |
|
522 |
+
| 0.2507 | 52.3333 | 942 | 0.7520 | 0.0338 | 0.7520 | 0.8672 |
|
523 |
+
| 0.2507 | 52.4444 | 944 | 0.7325 | 0.0918 | 0.7325 | 0.8559 |
|
524 |
+
| 0.2507 | 52.5556 | 946 | 0.7346 | 0.0922 | 0.7346 | 0.8571 |
|
525 |
+
| 0.2507 | 52.6667 | 948 | 0.7460 | 0.1404 | 0.7460 | 0.8637 |
|
526 |
+
| 0.2507 | 52.7778 | 950 | 0.7382 | 0.0922 | 0.7382 | 0.8592 |
|
527 |
+
| 0.2507 | 52.8889 | 952 | 0.7477 | 0.0318 | 0.7477 | 0.8647 |
|
528 |
+
| 0.2507 | 53.0 | 954 | 0.7920 | 0.1379 | 0.7920 | 0.8900 |
|
529 |
+
| 0.2507 | 53.1111 | 956 | 0.8406 | 0.1582 | 0.8406 | 0.9168 |
|
530 |
+
| 0.2507 | 53.2222 | 958 | 0.8451 | 0.1582 | 0.8451 | 0.9193 |
|
531 |
+
| 0.2507 | 53.3333 | 960 | 0.8435 | 0.1582 | 0.8435 | 0.9184 |
|
532 |
+
| 0.2507 | 53.4444 | 962 | 0.8153 | 0.1047 | 0.8153 | 0.9029 |
|
533 |
+
| 0.2507 | 53.5556 | 964 | 0.7956 | 0.0303 | 0.7956 | 0.8919 |
|
534 |
+
| 0.2507 | 53.6667 | 966 | 0.7864 | 0.0828 | 0.7864 | 0.8868 |
|
535 |
+
| 0.2507 | 53.7778 | 968 | 0.7850 | 0.1404 | 0.7850 | 0.8860 |
|
536 |
+
| 0.2507 | 53.8889 | 970 | 0.7816 | 0.0828 | 0.7816 | 0.8841 |
|
537 |
+
| 0.2507 | 54.0 | 972 | 0.7758 | 0.0338 | 0.7758 | 0.8808 |
|
538 |
+
| 0.2507 | 54.1111 | 974 | 0.7878 | 0.1047 | 0.7878 | 0.8876 |
|
539 |
+
| 0.2507 | 54.2222 | 976 | 0.8266 | 0.0831 | 0.8266 | 0.9092 |
|
540 |
+
| 0.2507 | 54.3333 | 978 | 0.8850 | 0.0711 | 0.8850 | 0.9407 |
|
541 |
+
| 0.2507 | 54.4444 | 980 | 0.8810 | 0.0711 | 0.8810 | 0.9386 |
|
542 |
+
| 0.2507 | 54.5556 | 982 | 0.8615 | 0.0711 | 0.8615 | 0.9282 |
|
543 |
+
| 0.2507 | 54.6667 | 984 | 0.8067 | 0.0831 | 0.8067 | 0.8982 |
|
544 |
+
| 0.2507 | 54.7778 | 986 | 0.7732 | 0.1047 | 0.7732 | 0.8793 |
|
545 |
+
| 0.2507 | 54.8889 | 988 | 0.7614 | 0.0318 | 0.7614 | 0.8726 |
|
546 |
+
| 0.2507 | 55.0 | 990 | 0.7592 | 0.0318 | 0.7592 | 0.8713 |
|
547 |
+
| 0.2507 | 55.1111 | 992 | 0.7572 | 0.0768 | 0.7572 | 0.8702 |
|
548 |
+
| 0.2507 | 55.2222 | 994 | 0.7625 | 0.1146 | 0.7625 | 0.8732 |
|
549 |
+
| 0.2507 | 55.3333 | 996 | 0.7695 | 0.1096 | 0.7695 | 0.8772 |
|
550 |
+
| 0.2507 | 55.4444 | 998 | 0.7696 | 0.0525 | 0.7696 | 0.8773 |
|
551 |
+
| 0.0541 | 55.5556 | 1000 | 0.7765 | 0.0525 | 0.7765 | 0.8812 |
|
552 |
+
| 0.0541 | 55.6667 | 1002 | 0.7837 | 0.0913 | 0.7837 | 0.8853 |
|
553 |
+
| 0.0541 | 55.7778 | 1004 | 0.7902 | 0.1286 | 0.7902 | 0.8889 |
|
554 |
+
| 0.0541 | 55.8889 | 1006 | 0.8073 | 0.1286 | 0.8073 | 0.8985 |
|
555 |
+
| 0.0541 | 56.0 | 1008 | 0.8266 | 0.0793 | 0.8266 | 0.9092 |
|
556 |
+
| 0.0541 | 56.1111 | 1010 | 0.8413 | 0.0793 | 0.8413 | 0.9172 |
|
557 |
+
| 0.0541 | 56.2222 | 1012 | 0.8294 | 0.1286 | 0.8294 | 0.9107 |
|
558 |
+
| 0.0541 | 56.3333 | 1014 | 0.8275 | 0.1286 | 0.8275 | 0.9096 |
|
559 |
+
| 0.0541 | 56.4444 | 1016 | 0.8318 | 0.1687 | 0.8318 | 0.9120 |
|
560 |
+
| 0.0541 | 56.5556 | 1018 | 0.8149 | 0.1431 | 0.8149 | 0.9027 |
|
561 |
+
| 0.0541 | 56.6667 | 1020 | 0.7940 | 0.1921 | 0.7940 | 0.8911 |
|
562 |
+
| 0.0541 | 56.7778 | 1022 | 0.7803 | 0.1986 | 0.7803 | 0.8834 |
|
563 |
+
| 0.0541 | 56.8889 | 1024 | 0.7705 | 0.2507 | 0.7705 | 0.8778 |
|
564 |
+
| 0.0541 | 57.0 | 1026 | 0.7696 | 0.1986 | 0.7696 | 0.8773 |
|
565 |
+
| 0.0541 | 57.1111 | 1028 | 0.7774 | 0.1440 | 0.7774 | 0.8817 |
|
566 |
+
| 0.0541 | 57.2222 | 1030 | 0.7741 | 0.0956 | 0.7741 | 0.8798 |
|
567 |
+
| 0.0541 | 57.3333 | 1032 | 0.7768 | 0.0956 | 0.7768 | 0.8814 |
|
568 |
+
| 0.0541 | 57.4444 | 1034 | 0.7697 | 0.0956 | 0.7697 | 0.8774 |
|
569 |
+
| 0.0541 | 57.5556 | 1036 | 0.7666 | 0.0956 | 0.7666 | 0.8756 |
|
570 |
+
| 0.0541 | 57.6667 | 1038 | 0.7391 | 0.1495 | 0.7391 | 0.8597 |
|
571 |
+
| 0.0541 | 57.7778 | 1040 | 0.7098 | 0.0914 | 0.7098 | 0.8425 |
|
572 |
+
| 0.0541 | 57.8889 | 1042 | 0.7162 | 0.1423 | 0.7162 | 0.8463 |
|
573 |
+
| 0.0541 | 58.0 | 1044 | 0.7383 | 0.1413 | 0.7383 | 0.8593 |
|
574 |
+
| 0.0541 | 58.1111 | 1046 | 0.7443 | 0.1413 | 0.7443 | 0.8627 |
|
575 |
+
| 0.0541 | 58.2222 | 1048 | 0.7426 | 0.1413 | 0.7426 | 0.8618 |
|
576 |
+
| 0.0541 | 58.3333 | 1050 | 0.7516 | 0.1362 | 0.7516 | 0.8670 |
|
577 |
+
| 0.0541 | 58.4444 | 1052 | 0.8096 | 0.0956 | 0.8096 | 0.8998 |
|
578 |
+
| 0.0541 | 58.5556 | 1054 | 0.8955 | 0.0659 | 0.8955 | 0.9463 |
|
579 |
+
| 0.0541 | 58.6667 | 1056 | 0.9312 | 0.0659 | 0.9312 | 0.9650 |
|
580 |
+
| 0.0541 | 58.7778 | 1058 | 0.9294 | 0.1025 | 0.9294 | 0.9641 |
|
581 |
+
| 0.0541 | 58.8889 | 1060 | 0.8894 | 0.0659 | 0.8894 | 0.9431 |
|
582 |
+
| 0.0541 | 59.0 | 1062 | 0.8053 | 0.0913 | 0.8053 | 0.8974 |
|
583 |
+
| 0.0541 | 59.1111 | 1064 | 0.7332 | 0.0768 | 0.7332 | 0.8563 |
|
584 |
+
| 0.0541 | 59.2222 | 1066 | 0.7199 | 0.0914 | 0.7199 | 0.8485 |
|
585 |
+
| 0.0541 | 59.3333 | 1068 | 0.7419 | 0.1404 | 0.7419 | 0.8613 |
|
586 |
+
| 0.0541 | 59.4444 | 1070 | 0.7439 | 0.1404 | 0.7439 | 0.8625 |
|
587 |
+
| 0.0541 | 59.5556 | 1072 | 0.7291 | 0.1413 | 0.7291 | 0.8539 |
|
588 |
+
| 0.0541 | 59.6667 | 1074 | 0.7365 | 0.0814 | 0.7365 | 0.8582 |
|
589 |
+
| 0.0541 | 59.7778 | 1076 | 0.7731 | 0.1096 | 0.7731 | 0.8793 |
|
590 |
+
| 0.0541 | 59.8889 | 1078 | 0.8117 | 0.1286 | 0.8117 | 0.9010 |
|
591 |
+
| 0.0541 | 60.0 | 1080 | 0.8378 | 0.1660 | 0.8378 | 0.9153 |
|
592 |
+
| 0.0541 | 60.1111 | 1082 | 0.8240 | 0.1660 | 0.8240 | 0.9077 |
|
593 |
+
| 0.0541 | 60.2222 | 1084 | 0.8006 | 0.1660 | 0.8006 | 0.8948 |
|
594 |
+
| 0.0541 | 60.3333 | 1086 | 0.7680 | 0.1096 | 0.7680 | 0.8764 |
|
595 |
+
| 0.0541 | 60.4444 | 1088 | 0.7503 | 0.1146 | 0.7503 | 0.8662 |
|
596 |
+
| 0.0541 | 60.5556 | 1090 | 0.7406 | 0.1146 | 0.7406 | 0.8606 |
|
597 |
+
| 0.0541 | 60.6667 | 1092 | 0.7299 | 0.0723 | 0.7299 | 0.8543 |
|
598 |
+
| 0.0541 | 60.7778 | 1094 | 0.7285 | 0.1311 | 0.7285 | 0.8535 |
|
599 |
+
| 0.0541 | 60.8889 | 1096 | 0.7304 | 0.0863 | 0.7304 | 0.8546 |
|
600 |
+
| 0.0541 | 61.0 | 1098 | 0.7358 | 0.0863 | 0.7358 | 0.8578 |
|
601 |
+
| 0.0541 | 61.1111 | 1100 | 0.7426 | 0.0863 | 0.7426 | 0.8617 |
|
602 |
+
| 0.0541 | 61.2222 | 1102 | 0.7725 | 0.1096 | 0.7725 | 0.8789 |
|
603 |
+
| 0.0541 | 61.3333 | 1104 | 0.8017 | 0.1387 | 0.8017 | 0.8954 |
|
604 |
+
| 0.0541 | 61.4444 | 1106 | 0.8425 | 0.1660 | 0.8425 | 0.9179 |
|
605 |
+
| 0.0541 | 61.5556 | 1108 | 0.8642 | 0.1196 | 0.8642 | 0.9296 |
|
606 |
+
| 0.0541 | 61.6667 | 1110 | 0.8767 | 0.1150 | 0.8767 | 0.9363 |
|
607 |
+
| 0.0541 | 61.7778 | 1112 | 0.8714 | 0.1196 | 0.8714 | 0.9335 |
|
608 |
+
| 0.0541 | 61.8889 | 1114 | 0.8685 | 0.1196 | 0.8685 | 0.9320 |
|
609 |
+
| 0.0541 | 62.0 | 1116 | 0.8751 | 0.1196 | 0.8751 | 0.9355 |
|
610 |
+
| 0.0541 | 62.1111 | 1118 | 0.8608 | 0.0793 | 0.8608 | 0.9278 |
|
611 |
+
| 0.0541 | 62.2222 | 1120 | 0.8610 | 0.0793 | 0.8610 | 0.9279 |
|
612 |
+
| 0.0541 | 62.3333 | 1122 | 0.8518 | 0.0793 | 0.8518 | 0.9230 |
|
613 |
+
| 0.0541 | 62.4444 | 1124 | 0.8487 | 0.0831 | 0.8487 | 0.9212 |
|
614 |
+
| 0.0541 | 62.5556 | 1126 | 0.8613 | 0.0793 | 0.8613 | 0.9280 |
|
615 |
+
| 0.0541 | 62.6667 | 1128 | 0.8643 | 0.1239 | 0.8643 | 0.9297 |
|
616 |
+
| 0.0541 | 62.7778 | 1130 | 0.8607 | 0.1239 | 0.8607 | 0.9278 |
|
617 |
+
| 0.0541 | 62.8889 | 1132 | 0.8579 | 0.1286 | 0.8579 | 0.9262 |
|
618 |
+
| 0.0541 | 63.0 | 1134 | 0.8703 | 0.1286 | 0.8703 | 0.9329 |
|
619 |
+
| 0.0541 | 63.1111 | 1136 | 0.8852 | 0.1239 | 0.8852 | 0.9408 |
|
620 |
+
| 0.0541 | 63.2222 | 1138 | 0.8596 | 0.1286 | 0.8596 | 0.9272 |
|
621 |
+
| 0.0541 | 63.3333 | 1140 | 0.8362 | 0.1281 | 0.8362 | 0.9145 |
|
622 |
+
| 0.0541 | 63.4444 | 1142 | 0.8275 | 0.0917 | 0.8275 | 0.9097 |
|
623 |
+
| 0.0541 | 63.5556 | 1144 | 0.8270 | 0.1286 | 0.8270 | 0.9094 |
|
624 |
+
| 0.0541 | 63.6667 | 1146 | 0.8123 | 0.1286 | 0.8123 | 0.9013 |
|
625 |
+
| 0.0541 | 63.7778 | 1148 | 0.8078 | 0.1286 | 0.8078 | 0.8988 |
|
626 |
+
| 0.0541 | 63.8889 | 1150 | 0.8043 | 0.1379 | 0.8043 | 0.8968 |
|
627 |
+
| 0.0541 | 64.0 | 1152 | 0.8073 | 0.1379 | 0.8073 | 0.8985 |
|
628 |
+
| 0.0541 | 64.1111 | 1154 | 0.8182 | 0.1687 | 0.8182 | 0.9046 |
|
629 |
+
| 0.0541 | 64.2222 | 1156 | 0.8459 | 0.1582 | 0.8459 | 0.9197 |
|
630 |
+
| 0.0541 | 64.3333 | 1158 | 0.8483 | 0.1582 | 0.8483 | 0.9210 |
|
631 |
+
| 0.0541 | 64.4444 | 1160 | 0.8458 | 0.1582 | 0.8458 | 0.9196 |
|
632 |
+
| 0.0541 | 64.5556 | 1162 | 0.8290 | 0.1286 | 0.8290 | 0.9105 |
|
633 |
+
| 0.0541 | 64.6667 | 1164 | 0.8145 | 0.1286 | 0.8145 | 0.9025 |
|
634 |
+
| 0.0541 | 64.7778 | 1166 | 0.8049 | 0.1336 | 0.8049 | 0.8972 |
|
635 |
+
| 0.0541 | 64.8889 | 1168 | 0.7971 | 0.1379 | 0.7971 | 0.8928 |
|
636 |
+
| 0.0541 | 65.0 | 1170 | 0.7963 | 0.1541 | 0.7963 | 0.8923 |
|
637 |
+
| 0.0541 | 65.1111 | 1172 | 0.7781 | 0.1143 | 0.7781 | 0.8821 |
|
638 |
+
| 0.0541 | 65.2222 | 1174 | 0.7703 | 0.0828 | 0.7703 | 0.8777 |
|
639 |
+
| 0.0541 | 65.3333 | 1176 | 0.7698 | 0.0828 | 0.7698 | 0.8774 |
|
640 |
+
| 0.0541 | 65.4444 | 1178 | 0.7710 | 0.0828 | 0.7710 | 0.8781 |
|
641 |
+
| 0.0541 | 65.5556 | 1180 | 0.7691 | 0.0828 | 0.7691 | 0.8770 |
|
642 |
+
| 0.0541 | 65.6667 | 1182 | 0.7572 | 0.0828 | 0.7572 | 0.8702 |
|
643 |
+
| 0.0541 | 65.7778 | 1184 | 0.7476 | 0.1362 | 0.7476 | 0.8646 |
|
644 |
+
| 0.0541 | 65.8889 | 1186 | 0.7448 | 0.0821 | 0.7448 | 0.8630 |
|
645 |
+
| 0.0541 | 66.0 | 1188 | 0.7488 | 0.1249 | 0.7488 | 0.8653 |
|
646 |
+
| 0.0541 | 66.1111 | 1190 | 0.7634 | 0.1599 | 0.7634 | 0.8737 |
|
647 |
+
| 0.0541 | 66.2222 | 1192 | 0.7796 | 0.1541 | 0.7796 | 0.8829 |
|
648 |
+
| 0.0541 | 66.3333 | 1194 | 0.8011 | 0.0562 | 0.8011 | 0.8951 |
|
649 |
+
| 0.0541 | 66.4444 | 1196 | 0.8512 | 0.1532 | 0.8512 | 0.9226 |
|
650 |
+
| 0.0541 | 66.5556 | 1198 | 0.8930 | 0.1065 | 0.8930 | 0.9450 |
|
651 |
+
| 0.0541 | 66.6667 | 1200 | 0.9081 | 0.1065 | 0.9081 | 0.9530 |
|
652 |
+
| 0.0541 | 66.7778 | 1202 | 0.8867 | 0.1105 | 0.8867 | 0.9416 |
|
653 |
+
| 0.0541 | 66.8889 | 1204 | 0.8551 | 0.1532 | 0.8551 | 0.9247 |
|
654 |
+
| 0.0541 | 67.0 | 1206 | 0.8190 | 0.0917 | 0.8190 | 0.9050 |
|
655 |
+
| 0.0541 | 67.1111 | 1208 | 0.7912 | 0.1096 | 0.7912 | 0.8895 |
|
656 |
+
| 0.0541 | 67.2222 | 1210 | 0.7682 | 0.0723 | 0.7682 | 0.8765 |
|
657 |
+
| 0.0541 | 67.3333 | 1212 | 0.7543 | 0.0768 | 0.7543 | 0.8685 |
|
658 |
+
| 0.0541 | 67.4444 | 1214 | 0.7468 | 0.0768 | 0.7468 | 0.8642 |
|
659 |
+
| 0.0541 | 67.5556 | 1216 | 0.7465 | 0.0768 | 0.7465 | 0.8640 |
|
660 |
+
| 0.0541 | 67.6667 | 1218 | 0.7471 | 0.0768 | 0.7471 | 0.8643 |
|
661 |
+
| 0.0541 | 67.7778 | 1220 | 0.7514 | 0.1146 | 0.7514 | 0.8668 |
|
662 |
+
| 0.0541 | 67.8889 | 1222 | 0.7550 | 0.1146 | 0.7550 | 0.8689 |
|
663 |
+
| 0.0541 | 68.0 | 1224 | 0.7684 | 0.1096 | 0.7684 | 0.8766 |
|
664 |
+
| 0.0541 | 68.1111 | 1226 | 0.7839 | 0.0562 | 0.7838 | 0.8854 |
|
665 |
+
| 0.0541 | 68.2222 | 1228 | 0.7976 | 0.0913 | 0.7976 | 0.8931 |
|
666 |
+
| 0.0541 | 68.3333 | 1230 | 0.7980 | 0.0956 | 0.7980 | 0.8933 |
|
667 |
+
| 0.0541 | 68.4444 | 1232 | 0.7855 | 0.0562 | 0.7855 | 0.8863 |
|
668 |
+
| 0.0541 | 68.5556 | 1234 | 0.7810 | 0.0562 | 0.7810 | 0.8837 |
|
669 |
+
| 0.0541 | 68.6667 | 1236 | 0.7759 | 0.0562 | 0.7759 | 0.8809 |
|
670 |
+
| 0.0541 | 68.7778 | 1238 | 0.7648 | 0.1047 | 0.7648 | 0.8746 |
|
671 |
+
| 0.0541 | 68.8889 | 1240 | 0.7493 | 0.1096 | 0.7493 | 0.8656 |
|
672 |
+
| 0.0541 | 69.0 | 1242 | 0.7522 | 0.1096 | 0.7522 | 0.8673 |
|
673 |
+
| 0.0541 | 69.1111 | 1244 | 0.7680 | 0.1047 | 0.7680 | 0.8763 |
|
674 |
+
| 0.0541 | 69.2222 | 1246 | 0.7784 | 0.0562 | 0.7784 | 0.8823 |
|
675 |
+
| 0.0541 | 69.3333 | 1248 | 0.7825 | 0.0562 | 0.7825 | 0.8846 |
|
676 |
+
| 0.0541 | 69.4444 | 1250 | 0.7875 | 0.0562 | 0.7875 | 0.8874 |
|
677 |
+
| 0.0541 | 69.5556 | 1252 | 0.7899 | 0.0562 | 0.7899 | 0.8888 |
|
678 |
+
| 0.0541 | 69.6667 | 1254 | 0.7879 | 0.0562 | 0.7879 | 0.8876 |
|
679 |
+
| 0.0541 | 69.7778 | 1256 | 0.7956 | 0.0913 | 0.7956 | 0.8919 |
|
680 |
+
| 0.0541 | 69.8889 | 1258 | 0.7995 | 0.0913 | 0.7995 | 0.8942 |
|
681 |
+
| 0.0541 | 70.0 | 1260 | 0.8038 | 0.0913 | 0.8038 | 0.8965 |
|
682 |
+
| 0.0541 | 70.1111 | 1262 | 0.8089 | 0.0913 | 0.8089 | 0.8994 |
|
683 |
+
| 0.0541 | 70.2222 | 1264 | 0.8182 | 0.1286 | 0.8182 | 0.9045 |
|
684 |
+
| 0.0541 | 70.3333 | 1266 | 0.8301 | 0.1286 | 0.8301 | 0.9111 |
|
685 |
+
| 0.0541 | 70.4444 | 1268 | 0.8315 | 0.1286 | 0.8315 | 0.9119 |
|
686 |
+
| 0.0541 | 70.5556 | 1270 | 0.8377 | 0.1286 | 0.8377 | 0.9152 |
|
687 |
+
| 0.0541 | 70.6667 | 1272 | 0.8513 | 0.1286 | 0.8513 | 0.9227 |
|
688 |
+
| 0.0541 | 70.7778 | 1274 | 0.8674 | 0.0831 | 0.8674 | 0.9313 |
|
689 |
+
| 0.0541 | 70.8889 | 1276 | 0.8859 | 0.1065 | 0.8859 | 0.9412 |
|
690 |
+
| 0.0541 | 71.0 | 1278 | 0.9176 | 0.1065 | 0.9176 | 0.9579 |
|
691 |
+
| 0.0541 | 71.1111 | 1280 | 0.9435 | 0.1445 | 0.9435 | 0.9713 |
|
692 |
+
| 0.0541 | 71.2222 | 1282 | 0.9422 | 0.1445 | 0.9422 | 0.9707 |
|
693 |
+
| 0.0541 | 71.3333 | 1284 | 0.9036 | 0.1065 | 0.9036 | 0.9506 |
|
694 |
+
| 0.0541 | 71.4444 | 1286 | 0.8819 | 0.0755 | 0.8819 | 0.9391 |
|
695 |
+
| 0.0541 | 71.5556 | 1288 | 0.8477 | 0.1286 | 0.8477 | 0.9207 |
|
696 |
+
| 0.0541 | 71.6667 | 1290 | 0.8145 | 0.1047 | 0.8145 | 0.9025 |
|
697 |
+
| 0.0541 | 71.7778 | 1292 | 0.7884 | 0.1199 | 0.7884 | 0.8879 |
|
698 |
+
| 0.0541 | 71.8889 | 1294 | 0.7713 | 0.0318 | 0.7713 | 0.8783 |
|
699 |
+
| 0.0541 | 72.0 | 1296 | 0.7635 | 0.0318 | 0.7635 | 0.8738 |
|
700 |
+
| 0.0541 | 72.1111 | 1298 | 0.7557 | 0.0318 | 0.7557 | 0.8693 |
|
701 |
+
| 0.0541 | 72.2222 | 1300 | 0.7411 | 0.0318 | 0.7411 | 0.8609 |
|
702 |
+
| 0.0541 | 72.3333 | 1302 | 0.7329 | 0.0318 | 0.7329 | 0.8561 |
|
703 |
+
|
704 |
+
|
705 |
+
### Framework versions
|
706 |
+
|
707 |
+
- Transformers 4.44.2
|
708 |
+
- Pytorch 2.4.0+cu118
|
709 |
+
- Datasets 2.21.0
|
710 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
@@ -0,0 +1,32 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "aubmindlab/bert-base-arabertv02",
|
3 |
+
"architectures": [
|
4 |
+
"BertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"classifier_dropout": null,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "LABEL_0"
|
13 |
+
},
|
14 |
+
"initializer_range": 0.02,
|
15 |
+
"intermediate_size": 3072,
|
16 |
+
"label2id": {
|
17 |
+
"LABEL_0": 0
|
18 |
+
},
|
19 |
+
"layer_norm_eps": 1e-12,
|
20 |
+
"max_position_embeddings": 512,
|
21 |
+
"model_type": "bert",
|
22 |
+
"num_attention_heads": 12,
|
23 |
+
"num_hidden_layers": 12,
|
24 |
+
"pad_token_id": 0,
|
25 |
+
"position_embedding_type": "absolute",
|
26 |
+
"problem_type": "regression",
|
27 |
+
"torch_dtype": "float32",
|
28 |
+
"transformers_version": "4.44.2",
|
29 |
+
"type_vocab_size": 2,
|
30 |
+
"use_cache": true,
|
31 |
+
"vocab_size": 64000
|
32 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0a42ecc824c6e7d5f0dc41dc614670db0cce4a2c2b256d0631ad941fc12ccc51
|
3 |
+
size 540799996
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:76ed31253b390b5342999bb666921db4a02a9cd8085c578efbbb8e9d11c38e3f
|
3 |
+
size 5240
|