Training in progress, step 500
Browse files- README.md +564 -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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| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
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| 4 |
+
tags:
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| 5 |
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- generated_from_trainer
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| 6 |
+
model-index:
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| 7 |
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- name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_task2_organization
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| 8 |
+
results: []
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| 9 |
+
---
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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
|
| 12 |
+
should probably proofread and complete it, then remove this comment. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k12_task2_organization
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| 15 |
+
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| 16 |
+
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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| 17 |
+
It achieves the following results on the evaluation set:
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| 18 |
+
- Loss: 0.5950
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| 19 |
+
- Qwk: 0.5193
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| 20 |
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- Mse: 0.5950
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| 21 |
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- Rmse: 0.7714
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| 22 |
+
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| 23 |
+
## Model description
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| 24 |
+
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| 25 |
+
More information needed
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| 26 |
+
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| 27 |
+
## Intended uses & limitations
|
| 28 |
+
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| 29 |
+
More information needed
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| 30 |
+
|
| 31 |
+
## Training and evaluation data
|
| 32 |
+
|
| 33 |
+
More information needed
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| 34 |
+
|
| 35 |
+
## Training procedure
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| 36 |
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| 37 |
+
### Training hyperparameters
|
| 38 |
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|
| 39 |
+
The following hyperparameters were used during training:
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| 40 |
+
- learning_rate: 2e-05
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| 41 |
+
- train_batch_size: 8
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| 42 |
+
- eval_batch_size: 8
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| 43 |
+
- seed: 42
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| 44 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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| 45 |
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- lr_scheduler_type: linear
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| 46 |
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- num_epochs: 100
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| 47 |
+
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| 48 |
+
### Training results
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| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0317 | 2 | 4.3979 | -0.0115 | 4.3979 | 2.0971 |
|
| 53 |
+
| No log | 0.0635 | 4 | 2.2898 | 0.0431 | 2.2898 | 1.5132 |
|
| 54 |
+
| No log | 0.0952 | 6 | 1.2533 | 0.0302 | 1.2533 | 1.1195 |
|
| 55 |
+
| No log | 0.1270 | 8 | 1.3117 | -0.0505 | 1.3117 | 1.1453 |
|
| 56 |
+
| No log | 0.1587 | 10 | 1.2201 | -0.1641 | 1.2201 | 1.1046 |
|
| 57 |
+
| No log | 0.1905 | 12 | 0.9332 | 0.0730 | 0.9332 | 0.9660 |
|
| 58 |
+
| No log | 0.2222 | 14 | 0.8426 | 0.1417 | 0.8426 | 0.9179 |
|
| 59 |
+
| No log | 0.2540 | 16 | 0.7793 | 0.2125 | 0.7793 | 0.8828 |
|
| 60 |
+
| No log | 0.2857 | 18 | 1.0486 | 0.1990 | 1.0486 | 1.0240 |
|
| 61 |
+
| No log | 0.3175 | 20 | 1.8931 | 0.1392 | 1.8931 | 1.3759 |
|
| 62 |
+
| No log | 0.3492 | 22 | 1.4227 | 0.1652 | 1.4227 | 1.1928 |
|
| 63 |
+
| No log | 0.3810 | 24 | 0.7422 | 0.3773 | 0.7422 | 0.8615 |
|
| 64 |
+
| No log | 0.4127 | 26 | 0.6758 | 0.3097 | 0.6758 | 0.8220 |
|
| 65 |
+
| No log | 0.4444 | 28 | 0.6569 | 0.4029 | 0.6569 | 0.8105 |
|
| 66 |
+
| No log | 0.4762 | 30 | 0.6460 | 0.3884 | 0.6460 | 0.8038 |
|
| 67 |
+
| No log | 0.5079 | 32 | 0.6860 | 0.4277 | 0.6860 | 0.8282 |
|
| 68 |
+
| No log | 0.5397 | 34 | 1.1220 | 0.2693 | 1.1220 | 1.0592 |
|
| 69 |
+
| No log | 0.5714 | 36 | 1.9296 | 0.1924 | 1.9296 | 1.3891 |
|
| 70 |
+
| No log | 0.6032 | 38 | 2.1556 | 0.1601 | 2.1556 | 1.4682 |
|
| 71 |
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| No log | 0.6349 | 40 | 1.6610 | 0.2118 | 1.6610 | 1.2888 |
|
| 72 |
+
| No log | 0.6667 | 42 | 1.2274 | 0.1567 | 1.2274 | 1.1079 |
|
| 73 |
+
| No log | 0.6984 | 44 | 0.8146 | 0.2947 | 0.8146 | 0.9025 |
|
| 74 |
+
| No log | 0.7302 | 46 | 0.6466 | 0.3585 | 0.6466 | 0.8041 |
|
| 75 |
+
| No log | 0.7619 | 48 | 0.6274 | 0.3728 | 0.6274 | 0.7921 |
|
| 76 |
+
| No log | 0.7937 | 50 | 0.6135 | 0.3801 | 0.6135 | 0.7832 |
|
| 77 |
+
| No log | 0.8254 | 52 | 0.6186 | 0.3843 | 0.6186 | 0.7865 |
|
| 78 |
+
| No log | 0.8571 | 54 | 0.6496 | 0.3460 | 0.6496 | 0.8060 |
|
| 79 |
+
| No log | 0.8889 | 56 | 0.6500 | 0.3460 | 0.6500 | 0.8062 |
|
| 80 |
+
| No log | 0.9206 | 58 | 0.6825 | 0.3529 | 0.6825 | 0.8262 |
|
| 81 |
+
| No log | 0.9524 | 60 | 0.8862 | 0.3714 | 0.8862 | 0.9414 |
|
| 82 |
+
| No log | 0.9841 | 62 | 1.1617 | 0.3642 | 1.1617 | 1.0778 |
|
| 83 |
+
| No log | 1.0159 | 64 | 1.3702 | 0.2736 | 1.3702 | 1.1706 |
|
| 84 |
+
| No log | 1.0476 | 66 | 0.8554 | 0.3978 | 0.8554 | 0.9249 |
|
| 85 |
+
| No log | 1.0794 | 68 | 0.6271 | 0.4444 | 0.6271 | 0.7919 |
|
| 86 |
+
| No log | 1.1111 | 70 | 0.6042 | 0.4935 | 0.6042 | 0.7773 |
|
| 87 |
+
| No log | 1.1429 | 72 | 0.5938 | 0.4016 | 0.5938 | 0.7706 |
|
| 88 |
+
| No log | 1.1746 | 74 | 0.6118 | 0.4239 | 0.6118 | 0.7822 |
|
| 89 |
+
| No log | 1.2063 | 76 | 0.6024 | 0.3617 | 0.6024 | 0.7761 |
|
| 90 |
+
| No log | 1.2381 | 78 | 0.6482 | 0.3729 | 0.6482 | 0.8051 |
|
| 91 |
+
| No log | 1.2698 | 80 | 0.8944 | 0.3286 | 0.8944 | 0.9457 |
|
| 92 |
+
| No log | 1.3016 | 82 | 0.8622 | 0.3040 | 0.8622 | 0.9285 |
|
| 93 |
+
| No log | 1.3333 | 84 | 0.6627 | 0.3641 | 0.6627 | 0.8140 |
|
| 94 |
+
| No log | 1.3651 | 86 | 0.6115 | 0.3823 | 0.6115 | 0.7820 |
|
| 95 |
+
| No log | 1.3968 | 88 | 0.6720 | 0.3183 | 0.6720 | 0.8197 |
|
| 96 |
+
| No log | 1.4286 | 90 | 0.6879 | 0.3481 | 0.6879 | 0.8294 |
|
| 97 |
+
| No log | 1.4603 | 92 | 0.6344 | 0.3857 | 0.6344 | 0.7965 |
|
| 98 |
+
| No log | 1.4921 | 94 | 0.7410 | 0.3564 | 0.7410 | 0.8608 |
|
| 99 |
+
| No log | 1.5238 | 96 | 1.1027 | 0.0848 | 1.1027 | 1.0501 |
|
| 100 |
+
| No log | 1.5556 | 98 | 1.2901 | 0.1662 | 1.2901 | 1.1358 |
|
| 101 |
+
| No log | 1.5873 | 100 | 1.0792 | 0.2068 | 1.0792 | 1.0388 |
|
| 102 |
+
| No log | 1.6190 | 102 | 0.6678 | 0.4274 | 0.6678 | 0.8172 |
|
| 103 |
+
| No log | 1.6508 | 104 | 0.6573 | 0.5230 | 0.6573 | 0.8107 |
|
| 104 |
+
| No log | 1.6825 | 106 | 0.6978 | 0.5046 | 0.6978 | 0.8353 |
|
| 105 |
+
| No log | 1.7143 | 108 | 0.6135 | 0.5287 | 0.6135 | 0.7832 |
|
| 106 |
+
| No log | 1.7460 | 110 | 0.6458 | 0.4845 | 0.6458 | 0.8036 |
|
| 107 |
+
| No log | 1.7778 | 112 | 0.7864 | 0.4967 | 0.7864 | 0.8868 |
|
| 108 |
+
| No log | 1.8095 | 114 | 0.8526 | 0.4708 | 0.8526 | 0.9233 |
|
| 109 |
+
| No log | 1.8413 | 116 | 0.7636 | 0.5200 | 0.7636 | 0.8738 |
|
| 110 |
+
| No log | 1.8730 | 118 | 0.7024 | 0.5610 | 0.7024 | 0.8381 |
|
| 111 |
+
| No log | 1.9048 | 120 | 0.6108 | 0.5109 | 0.6108 | 0.7815 |
|
| 112 |
+
| No log | 1.9365 | 122 | 0.5753 | 0.4998 | 0.5753 | 0.7585 |
|
| 113 |
+
| No log | 1.9683 | 124 | 0.5798 | 0.5602 | 0.5798 | 0.7614 |
|
| 114 |
+
| No log | 2.0 | 126 | 0.5724 | 0.5127 | 0.5724 | 0.7566 |
|
| 115 |
+
| No log | 2.0317 | 128 | 0.5935 | 0.5652 | 0.5935 | 0.7704 |
|
| 116 |
+
| No log | 2.0635 | 130 | 0.5728 | 0.5337 | 0.5728 | 0.7568 |
|
| 117 |
+
| No log | 2.0952 | 132 | 0.6283 | 0.5734 | 0.6283 | 0.7926 |
|
| 118 |
+
| No log | 2.1270 | 134 | 0.8178 | 0.4745 | 0.8178 | 0.9043 |
|
| 119 |
+
| No log | 2.1587 | 136 | 0.8622 | 0.4527 | 0.8622 | 0.9285 |
|
| 120 |
+
| No log | 2.1905 | 138 | 0.7459 | 0.5141 | 0.7459 | 0.8637 |
|
| 121 |
+
| No log | 2.2222 | 140 | 0.5867 | 0.5935 | 0.5867 | 0.7660 |
|
| 122 |
+
| No log | 2.2540 | 142 | 0.6255 | 0.5552 | 0.6255 | 0.7909 |
|
| 123 |
+
| No log | 2.2857 | 144 | 0.6822 | 0.5324 | 0.6822 | 0.8260 |
|
| 124 |
+
| No log | 2.3175 | 146 | 0.6211 | 0.5492 | 0.6211 | 0.7881 |
|
| 125 |
+
| No log | 2.3492 | 148 | 0.5608 | 0.4918 | 0.5608 | 0.7489 |
|
| 126 |
+
| No log | 2.3810 | 150 | 0.5633 | 0.5707 | 0.5633 | 0.7506 |
|
| 127 |
+
| No log | 2.4127 | 152 | 0.5799 | 0.5529 | 0.5799 | 0.7615 |
|
| 128 |
+
| No log | 2.4444 | 154 | 0.5543 | 0.5255 | 0.5543 | 0.7445 |
|
| 129 |
+
| No log | 2.4762 | 156 | 0.5479 | 0.5481 | 0.5479 | 0.7402 |
|
| 130 |
+
| No log | 2.5079 | 158 | 0.5502 | 0.4914 | 0.5502 | 0.7418 |
|
| 131 |
+
| No log | 2.5397 | 160 | 0.5416 | 0.5169 | 0.5416 | 0.7359 |
|
| 132 |
+
| No log | 2.5714 | 162 | 0.5516 | 0.4948 | 0.5516 | 0.7427 |
|
| 133 |
+
| No log | 2.6032 | 164 | 0.6038 | 0.4507 | 0.6038 | 0.7771 |
|
| 134 |
+
| No log | 2.6349 | 166 | 0.6080 | 0.4641 | 0.6080 | 0.7797 |
|
| 135 |
+
| No log | 2.6667 | 168 | 0.5679 | 0.4774 | 0.5679 | 0.7536 |
|
| 136 |
+
| No log | 2.6984 | 170 | 0.6170 | 0.5078 | 0.6170 | 0.7855 |
|
| 137 |
+
| No log | 2.7302 | 172 | 0.6321 | 0.4931 | 0.6321 | 0.7950 |
|
| 138 |
+
| No log | 2.7619 | 174 | 0.6222 | 0.4898 | 0.6222 | 0.7888 |
|
| 139 |
+
| No log | 2.7937 | 176 | 0.6322 | 0.4686 | 0.6322 | 0.7951 |
|
| 140 |
+
| No log | 2.8254 | 178 | 0.6480 | 0.4832 | 0.6480 | 0.8050 |
|
| 141 |
+
| No log | 2.8571 | 180 | 0.6443 | 0.4897 | 0.6443 | 0.8027 |
|
| 142 |
+
| No log | 2.8889 | 182 | 0.6319 | 0.4863 | 0.6319 | 0.7949 |
|
| 143 |
+
| No log | 2.9206 | 184 | 0.6182 | 0.4991 | 0.6182 | 0.7862 |
|
| 144 |
+
| No log | 2.9524 | 186 | 0.6146 | 0.5122 | 0.6146 | 0.7840 |
|
| 145 |
+
| No log | 2.9841 | 188 | 0.6140 | 0.4853 | 0.6140 | 0.7836 |
|
| 146 |
+
| No log | 3.0159 | 190 | 0.6625 | 0.4658 | 0.6625 | 0.8139 |
|
| 147 |
+
| No log | 3.0476 | 192 | 0.7147 | 0.4615 | 0.7147 | 0.8454 |
|
| 148 |
+
| No log | 3.0794 | 194 | 0.6649 | 0.4721 | 0.6649 | 0.8154 |
|
| 149 |
+
| No log | 3.1111 | 196 | 0.6356 | 0.4192 | 0.6356 | 0.7972 |
|
| 150 |
+
| No log | 3.1429 | 198 | 0.6743 | 0.4854 | 0.6743 | 0.8212 |
|
| 151 |
+
| No log | 3.1746 | 200 | 0.6856 | 0.4812 | 0.6856 | 0.8280 |
|
| 152 |
+
| No log | 3.2063 | 202 | 0.6652 | 0.3870 | 0.6652 | 0.8156 |
|
| 153 |
+
| No log | 3.2381 | 204 | 0.7199 | 0.4102 | 0.7199 | 0.8485 |
|
| 154 |
+
| No log | 3.2698 | 206 | 0.7115 | 0.4162 | 0.7115 | 0.8435 |
|
| 155 |
+
| No log | 3.3016 | 208 | 0.6685 | 0.4504 | 0.6685 | 0.8176 |
|
| 156 |
+
| No log | 3.3333 | 210 | 0.6722 | 0.4255 | 0.6722 | 0.8199 |
|
| 157 |
+
| No log | 3.3651 | 212 | 0.6574 | 0.48 | 0.6574 | 0.8108 |
|
| 158 |
+
| No log | 3.3968 | 214 | 0.6893 | 0.4381 | 0.6893 | 0.8303 |
|
| 159 |
+
| No log | 3.4286 | 216 | 0.6947 | 0.4472 | 0.6947 | 0.8335 |
|
| 160 |
+
| No log | 3.4603 | 218 | 0.6459 | 0.4155 | 0.6459 | 0.8037 |
|
| 161 |
+
| No log | 3.4921 | 220 | 0.6435 | 0.3668 | 0.6435 | 0.8022 |
|
| 162 |
+
| No log | 3.5238 | 222 | 0.6741 | 0.3227 | 0.6741 | 0.8210 |
|
| 163 |
+
| No log | 3.5556 | 224 | 0.6530 | 0.3965 | 0.6530 | 0.8081 |
|
| 164 |
+
| No log | 3.5873 | 226 | 0.6461 | 0.4730 | 0.6461 | 0.8038 |
|
| 165 |
+
| No log | 3.6190 | 228 | 0.6620 | 0.4434 | 0.6620 | 0.8136 |
|
| 166 |
+
| No log | 3.6508 | 230 | 0.8151 | 0.4395 | 0.8151 | 0.9028 |
|
| 167 |
+
| No log | 3.6825 | 232 | 0.9206 | 0.3471 | 0.9206 | 0.9595 |
|
| 168 |
+
| No log | 3.7143 | 234 | 0.7957 | 0.3915 | 0.7957 | 0.8920 |
|
| 169 |
+
| No log | 3.7460 | 236 | 0.6353 | 0.4422 | 0.6353 | 0.7971 |
|
| 170 |
+
| No log | 3.7778 | 238 | 0.6787 | 0.3534 | 0.6787 | 0.8238 |
|
| 171 |
+
| No log | 3.8095 | 240 | 0.7325 | 0.3778 | 0.7325 | 0.8559 |
|
| 172 |
+
| No log | 3.8413 | 242 | 0.6777 | 0.3239 | 0.6777 | 0.8232 |
|
| 173 |
+
| No log | 3.8730 | 244 | 0.6234 | 0.4071 | 0.6234 | 0.7896 |
|
| 174 |
+
| No log | 3.9048 | 246 | 0.6346 | 0.4554 | 0.6346 | 0.7966 |
|
| 175 |
+
| No log | 3.9365 | 248 | 0.6289 | 0.3982 | 0.6289 | 0.7930 |
|
| 176 |
+
| No log | 3.9683 | 250 | 0.6332 | 0.4144 | 0.6332 | 0.7957 |
|
| 177 |
+
| No log | 4.0 | 252 | 0.6386 | 0.4292 | 0.6386 | 0.7991 |
|
| 178 |
+
| No log | 4.0317 | 254 | 0.6588 | 0.4100 | 0.6588 | 0.8117 |
|
| 179 |
+
| No log | 4.0635 | 256 | 0.6986 | 0.4386 | 0.6986 | 0.8359 |
|
| 180 |
+
| No log | 4.0952 | 258 | 0.6890 | 0.4133 | 0.6890 | 0.8300 |
|
| 181 |
+
| No log | 4.1270 | 260 | 0.6784 | 0.4039 | 0.6784 | 0.8236 |
|
| 182 |
+
| No log | 4.1587 | 262 | 0.6956 | 0.4405 | 0.6956 | 0.8340 |
|
| 183 |
+
| No log | 4.1905 | 264 | 0.6968 | 0.4405 | 0.6968 | 0.8347 |
|
| 184 |
+
| No log | 4.2222 | 266 | 0.7041 | 0.4495 | 0.7041 | 0.8391 |
|
| 185 |
+
| No log | 4.2540 | 268 | 0.6727 | 0.4282 | 0.6727 | 0.8202 |
|
| 186 |
+
| No log | 4.2857 | 270 | 0.6339 | 0.4956 | 0.6339 | 0.7962 |
|
| 187 |
+
| No log | 4.3175 | 272 | 0.6372 | 0.4664 | 0.6372 | 0.7982 |
|
| 188 |
+
| No log | 4.3492 | 274 | 0.6252 | 0.4815 | 0.6252 | 0.7907 |
|
| 189 |
+
| No log | 4.3810 | 276 | 0.6643 | 0.3631 | 0.6643 | 0.8151 |
|
| 190 |
+
| No log | 4.4127 | 278 | 0.6900 | 0.4009 | 0.6900 | 0.8307 |
|
| 191 |
+
| No log | 4.4444 | 280 | 0.6605 | 0.3552 | 0.6605 | 0.8127 |
|
| 192 |
+
| No log | 4.4762 | 282 | 0.6581 | 0.3798 | 0.6581 | 0.8113 |
|
| 193 |
+
| No log | 4.5079 | 284 | 0.6676 | 0.4802 | 0.6676 | 0.8171 |
|
| 194 |
+
| No log | 4.5397 | 286 | 0.6798 | 0.4984 | 0.6798 | 0.8245 |
|
| 195 |
+
| No log | 4.5714 | 288 | 0.6944 | 0.5128 | 0.6944 | 0.8333 |
|
| 196 |
+
| No log | 4.6032 | 290 | 0.7125 | 0.4773 | 0.7125 | 0.8441 |
|
| 197 |
+
| No log | 4.6349 | 292 | 0.6961 | 0.5103 | 0.6961 | 0.8343 |
|
| 198 |
+
| No log | 4.6667 | 294 | 0.7100 | 0.5405 | 0.7100 | 0.8426 |
|
| 199 |
+
| No log | 4.6984 | 296 | 0.7035 | 0.5195 | 0.7035 | 0.8388 |
|
| 200 |
+
| No log | 4.7302 | 298 | 0.6957 | 0.5024 | 0.6957 | 0.8341 |
|
| 201 |
+
| No log | 4.7619 | 300 | 0.7402 | 0.3950 | 0.7402 | 0.8604 |
|
| 202 |
+
| No log | 4.7937 | 302 | 0.8106 | 0.4047 | 0.8106 | 0.9004 |
|
| 203 |
+
| No log | 4.8254 | 304 | 0.7294 | 0.4241 | 0.7294 | 0.8540 |
|
| 204 |
+
| No log | 4.8571 | 306 | 0.6999 | 0.4371 | 0.6999 | 0.8366 |
|
| 205 |
+
| No log | 4.8889 | 308 | 0.7003 | 0.4496 | 0.7003 | 0.8368 |
|
| 206 |
+
| No log | 4.9206 | 310 | 0.7271 | 0.4255 | 0.7271 | 0.8527 |
|
| 207 |
+
| No log | 4.9524 | 312 | 0.7159 | 0.4349 | 0.7159 | 0.8461 |
|
| 208 |
+
| No log | 4.9841 | 314 | 0.6559 | 0.4151 | 0.6559 | 0.8099 |
|
| 209 |
+
| No log | 5.0159 | 316 | 0.6594 | 0.3821 | 0.6594 | 0.8121 |
|
| 210 |
+
| No log | 5.0476 | 318 | 0.6623 | 0.3994 | 0.6623 | 0.8138 |
|
| 211 |
+
| No log | 5.0794 | 320 | 0.6537 | 0.4110 | 0.6537 | 0.8085 |
|
| 212 |
+
| No log | 5.1111 | 322 | 0.6771 | 0.4573 | 0.6771 | 0.8229 |
|
| 213 |
+
| No log | 5.1429 | 324 | 0.6920 | 0.4444 | 0.6920 | 0.8319 |
|
| 214 |
+
| No log | 5.1746 | 326 | 0.6982 | 0.4606 | 0.6982 | 0.8356 |
|
| 215 |
+
| No log | 5.2063 | 328 | 0.6801 | 0.4519 | 0.6801 | 0.8247 |
|
| 216 |
+
| No log | 5.2381 | 330 | 0.6892 | 0.4467 | 0.6892 | 0.8302 |
|
| 217 |
+
| No log | 5.2698 | 332 | 0.6935 | 0.4621 | 0.6935 | 0.8328 |
|
| 218 |
+
| No log | 5.3016 | 334 | 0.6485 | 0.4694 | 0.6485 | 0.8053 |
|
| 219 |
+
| No log | 5.3333 | 336 | 0.6146 | 0.4657 | 0.6146 | 0.7839 |
|
| 220 |
+
| No log | 5.3651 | 338 | 0.6165 | 0.4410 | 0.6165 | 0.7852 |
|
| 221 |
+
| No log | 5.3968 | 340 | 0.6029 | 0.4489 | 0.6029 | 0.7764 |
|
| 222 |
+
| No log | 5.4286 | 342 | 0.6016 | 0.4863 | 0.6016 | 0.7756 |
|
| 223 |
+
| No log | 5.4603 | 344 | 0.6104 | 0.5164 | 0.6104 | 0.7813 |
|
| 224 |
+
| No log | 5.4921 | 346 | 0.6651 | 0.4863 | 0.6651 | 0.8156 |
|
| 225 |
+
| No log | 5.5238 | 348 | 0.6696 | 0.5009 | 0.6696 | 0.8183 |
|
| 226 |
+
| No log | 5.5556 | 350 | 0.7074 | 0.4767 | 0.7074 | 0.8410 |
|
| 227 |
+
| No log | 5.5873 | 352 | 0.7018 | 0.5133 | 0.7018 | 0.8377 |
|
| 228 |
+
| No log | 5.6190 | 354 | 0.6463 | 0.4852 | 0.6463 | 0.8039 |
|
| 229 |
+
| No log | 5.6508 | 356 | 0.6053 | 0.4332 | 0.6053 | 0.7780 |
|
| 230 |
+
| No log | 5.6825 | 358 | 0.6286 | 0.4779 | 0.6286 | 0.7929 |
|
| 231 |
+
| No log | 5.7143 | 360 | 0.6531 | 0.4184 | 0.6531 | 0.8081 |
|
| 232 |
+
| No log | 5.7460 | 362 | 0.6520 | 0.3782 | 0.6520 | 0.8074 |
|
| 233 |
+
| No log | 5.7778 | 364 | 0.6324 | 0.4276 | 0.6324 | 0.7952 |
|
| 234 |
+
| No log | 5.8095 | 366 | 0.6399 | 0.4793 | 0.6399 | 0.8000 |
|
| 235 |
+
| No log | 5.8413 | 368 | 0.6415 | 0.4633 | 0.6415 | 0.8009 |
|
| 236 |
+
| No log | 5.8730 | 370 | 0.6352 | 0.4751 | 0.6352 | 0.7970 |
|
| 237 |
+
| No log | 5.9048 | 372 | 0.6375 | 0.4846 | 0.6375 | 0.7984 |
|
| 238 |
+
| No log | 5.9365 | 374 | 0.6410 | 0.4774 | 0.6410 | 0.8006 |
|
| 239 |
+
| No log | 5.9683 | 376 | 0.6516 | 0.4757 | 0.6516 | 0.8072 |
|
| 240 |
+
| No log | 6.0 | 378 | 0.6463 | 0.4464 | 0.6463 | 0.8039 |
|
| 241 |
+
| No log | 6.0317 | 380 | 0.6575 | 0.5043 | 0.6575 | 0.8109 |
|
| 242 |
+
| No log | 6.0635 | 382 | 0.7258 | 0.5030 | 0.7258 | 0.8519 |
|
| 243 |
+
| No log | 6.0952 | 384 | 0.7248 | 0.5085 | 0.7248 | 0.8514 |
|
| 244 |
+
| No log | 6.1270 | 386 | 0.6935 | 0.5247 | 0.6935 | 0.8328 |
|
| 245 |
+
| No log | 6.1587 | 388 | 0.6308 | 0.5226 | 0.6308 | 0.7942 |
|
| 246 |
+
| No log | 6.1905 | 390 | 0.5953 | 0.4985 | 0.5953 | 0.7716 |
|
| 247 |
+
| No log | 6.2222 | 392 | 0.5924 | 0.4851 | 0.5924 | 0.7697 |
|
| 248 |
+
| No log | 6.2540 | 394 | 0.6008 | 0.4920 | 0.6008 | 0.7751 |
|
| 249 |
+
| No log | 6.2857 | 396 | 0.6041 | 0.5445 | 0.6041 | 0.7772 |
|
| 250 |
+
| No log | 6.3175 | 398 | 0.6020 | 0.5566 | 0.6020 | 0.7759 |
|
| 251 |
+
| No log | 6.3492 | 400 | 0.6325 | 0.5605 | 0.6325 | 0.7953 |
|
| 252 |
+
| No log | 6.3810 | 402 | 0.6800 | 0.4928 | 0.6800 | 0.8246 |
|
| 253 |
+
| No log | 6.4127 | 404 | 0.6414 | 0.4734 | 0.6414 | 0.8009 |
|
| 254 |
+
| No log | 6.4444 | 406 | 0.6142 | 0.5233 | 0.6142 | 0.7837 |
|
| 255 |
+
| No log | 6.4762 | 408 | 0.6005 | 0.5409 | 0.6005 | 0.7749 |
|
| 256 |
+
| No log | 6.5079 | 410 | 0.6003 | 0.5348 | 0.6003 | 0.7748 |
|
| 257 |
+
| No log | 6.5397 | 412 | 0.6090 | 0.5175 | 0.6090 | 0.7804 |
|
| 258 |
+
| No log | 6.5714 | 414 | 0.6554 | 0.4907 | 0.6554 | 0.8096 |
|
| 259 |
+
| No log | 6.6032 | 416 | 0.6463 | 0.4485 | 0.6463 | 0.8039 |
|
| 260 |
+
| No log | 6.6349 | 418 | 0.6127 | 0.5302 | 0.6127 | 0.7827 |
|
| 261 |
+
| No log | 6.6667 | 420 | 0.6047 | 0.5483 | 0.6047 | 0.7776 |
|
| 262 |
+
| No log | 6.6984 | 422 | 0.6061 | 0.5290 | 0.6061 | 0.7785 |
|
| 263 |
+
| No log | 6.7302 | 424 | 0.6313 | 0.5165 | 0.6313 | 0.7945 |
|
| 264 |
+
| No log | 6.7619 | 426 | 0.6626 | 0.5085 | 0.6626 | 0.8140 |
|
| 265 |
+
| No log | 6.7937 | 428 | 0.7017 | 0.4621 | 0.7017 | 0.8377 |
|
| 266 |
+
| No log | 6.8254 | 430 | 0.7059 | 0.4746 | 0.7059 | 0.8402 |
|
| 267 |
+
| No log | 6.8571 | 432 | 0.6983 | 0.4702 | 0.6983 | 0.8356 |
|
| 268 |
+
| No log | 6.8889 | 434 | 0.6398 | 0.5261 | 0.6398 | 0.7999 |
|
| 269 |
+
| No log | 6.9206 | 436 | 0.6144 | 0.5033 | 0.6144 | 0.7838 |
|
| 270 |
+
| No log | 6.9524 | 438 | 0.6289 | 0.5201 | 0.6289 | 0.7931 |
|
| 271 |
+
| No log | 6.9841 | 440 | 0.6436 | 0.4869 | 0.6436 | 0.8023 |
|
| 272 |
+
| No log | 7.0159 | 442 | 0.6175 | 0.4779 | 0.6175 | 0.7858 |
|
| 273 |
+
| No log | 7.0476 | 444 | 0.6194 | 0.4711 | 0.6194 | 0.7870 |
|
| 274 |
+
| No log | 7.0794 | 446 | 0.6391 | 0.4524 | 0.6391 | 0.7995 |
|
| 275 |
+
| No log | 7.1111 | 448 | 0.6293 | 0.4603 | 0.6293 | 0.7933 |
|
| 276 |
+
| No log | 7.1429 | 450 | 0.6140 | 0.4825 | 0.6140 | 0.7836 |
|
| 277 |
+
| No log | 7.1746 | 452 | 0.6087 | 0.4874 | 0.6087 | 0.7802 |
|
| 278 |
+
| No log | 7.2063 | 454 | 0.6239 | 0.4926 | 0.6239 | 0.7898 |
|
| 279 |
+
| No log | 7.2381 | 456 | 0.6195 | 0.4881 | 0.6195 | 0.7871 |
|
| 280 |
+
| No log | 7.2698 | 458 | 0.6196 | 0.4522 | 0.6196 | 0.7872 |
|
| 281 |
+
| No log | 7.3016 | 460 | 0.6247 | 0.4737 | 0.6247 | 0.7904 |
|
| 282 |
+
| No log | 7.3333 | 462 | 0.6374 | 0.4635 | 0.6374 | 0.7984 |
|
| 283 |
+
| No log | 7.3651 | 464 | 0.7362 | 0.4393 | 0.7362 | 0.8580 |
|
| 284 |
+
| No log | 7.3968 | 466 | 0.8266 | 0.3681 | 0.8266 | 0.9092 |
|
| 285 |
+
| No log | 7.4286 | 468 | 0.7657 | 0.4598 | 0.7657 | 0.8750 |
|
| 286 |
+
| No log | 7.4603 | 470 | 0.6441 | 0.4801 | 0.6441 | 0.8026 |
|
| 287 |
+
| No log | 7.4921 | 472 | 0.6111 | 0.4680 | 0.6111 | 0.7817 |
|
| 288 |
+
| No log | 7.5238 | 474 | 0.6136 | 0.4830 | 0.6136 | 0.7833 |
|
| 289 |
+
| No log | 7.5556 | 476 | 0.6108 | 0.4830 | 0.6108 | 0.7816 |
|
| 290 |
+
| No log | 7.5873 | 478 | 0.6104 | 0.4630 | 0.6104 | 0.7813 |
|
| 291 |
+
| No log | 7.6190 | 480 | 0.6057 | 0.4513 | 0.6057 | 0.7783 |
|
| 292 |
+
| No log | 7.6508 | 482 | 0.6057 | 0.4373 | 0.6057 | 0.7783 |
|
| 293 |
+
| No log | 7.6825 | 484 | 0.6277 | 0.4576 | 0.6277 | 0.7923 |
|
| 294 |
+
| No log | 7.7143 | 486 | 0.6472 | 0.4315 | 0.6472 | 0.8045 |
|
| 295 |
+
| No log | 7.7460 | 488 | 0.6604 | 0.4011 | 0.6604 | 0.8127 |
|
| 296 |
+
| No log | 7.7778 | 490 | 0.6412 | 0.4396 | 0.6412 | 0.8008 |
|
| 297 |
+
| No log | 7.8095 | 492 | 0.6338 | 0.4284 | 0.6338 | 0.7961 |
|
| 298 |
+
| No log | 7.8413 | 494 | 0.6413 | 0.4091 | 0.6413 | 0.8008 |
|
| 299 |
+
| No log | 7.8730 | 496 | 0.6421 | 0.4094 | 0.6421 | 0.8013 |
|
| 300 |
+
| No log | 7.9048 | 498 | 0.6446 | 0.4094 | 0.6446 | 0.8029 |
|
| 301 |
+
| 0.369 | 7.9365 | 500 | 0.6437 | 0.4157 | 0.6437 | 0.8023 |
|
| 302 |
+
| 0.369 | 7.9683 | 502 | 0.6496 | 0.4217 | 0.6496 | 0.8060 |
|
| 303 |
+
| 0.369 | 8.0 | 504 | 0.6734 | 0.3713 | 0.6734 | 0.8206 |
|
| 304 |
+
| 0.369 | 8.0317 | 506 | 0.7088 | 0.3815 | 0.7088 | 0.8419 |
|
| 305 |
+
| 0.369 | 8.0635 | 508 | 0.6908 | 0.3815 | 0.6908 | 0.8312 |
|
| 306 |
+
| 0.369 | 8.0952 | 510 | 0.6364 | 0.4149 | 0.6364 | 0.7977 |
|
| 307 |
+
| 0.369 | 8.1270 | 512 | 0.6364 | 0.4452 | 0.6364 | 0.7977 |
|
| 308 |
+
| 0.369 | 8.1587 | 514 | 0.6374 | 0.4555 | 0.6374 | 0.7984 |
|
| 309 |
+
| 0.369 | 8.1905 | 516 | 0.6195 | 0.4303 | 0.6195 | 0.7871 |
|
| 310 |
+
| 0.369 | 8.2222 | 518 | 0.5926 | 0.4204 | 0.5926 | 0.7698 |
|
| 311 |
+
| 0.369 | 8.2540 | 520 | 0.6075 | 0.4904 | 0.6075 | 0.7794 |
|
| 312 |
+
| 0.369 | 8.2857 | 522 | 0.6131 | 0.4933 | 0.6131 | 0.7830 |
|
| 313 |
+
| 0.369 | 8.3175 | 524 | 0.5938 | 0.4426 | 0.5938 | 0.7706 |
|
| 314 |
+
| 0.369 | 8.3492 | 526 | 0.5955 | 0.4745 | 0.5955 | 0.7717 |
|
| 315 |
+
| 0.369 | 8.3810 | 528 | 0.6131 | 0.4410 | 0.6131 | 0.7830 |
|
| 316 |
+
| 0.369 | 8.4127 | 530 | 0.6179 | 0.4410 | 0.6179 | 0.7860 |
|
| 317 |
+
| 0.369 | 8.4444 | 532 | 0.5961 | 0.4710 | 0.5961 | 0.7721 |
|
| 318 |
+
| 0.369 | 8.4762 | 534 | 0.5921 | 0.4810 | 0.5921 | 0.7695 |
|
| 319 |
+
| 0.369 | 8.5079 | 536 | 0.6343 | 0.5401 | 0.6343 | 0.7964 |
|
| 320 |
+
| 0.369 | 8.5397 | 538 | 0.6402 | 0.5468 | 0.6402 | 0.8001 |
|
| 321 |
+
| 0.369 | 8.5714 | 540 | 0.6117 | 0.4903 | 0.6117 | 0.7821 |
|
| 322 |
+
| 0.369 | 8.6032 | 542 | 0.6019 | 0.4826 | 0.6019 | 0.7758 |
|
| 323 |
+
| 0.369 | 8.6349 | 544 | 0.6053 | 0.4416 | 0.6053 | 0.7780 |
|
| 324 |
+
| 0.369 | 8.6667 | 546 | 0.5996 | 0.4490 | 0.5996 | 0.7743 |
|
| 325 |
+
| 0.369 | 8.6984 | 548 | 0.5920 | 0.5253 | 0.5920 | 0.7694 |
|
| 326 |
+
| 0.369 | 8.7302 | 550 | 0.6004 | 0.5159 | 0.6004 | 0.7749 |
|
| 327 |
+
| 0.369 | 8.7619 | 552 | 0.6478 | 0.5082 | 0.6478 | 0.8049 |
|
| 328 |
+
| 0.369 | 8.7937 | 554 | 0.7098 | 0.4654 | 0.7098 | 0.8425 |
|
| 329 |
+
| 0.369 | 8.8254 | 556 | 0.7475 | 0.4339 | 0.7475 | 0.8646 |
|
| 330 |
+
| 0.369 | 8.8571 | 558 | 0.7344 | 0.4224 | 0.7344 | 0.8570 |
|
| 331 |
+
| 0.369 | 8.8889 | 560 | 0.7081 | 0.4884 | 0.7081 | 0.8415 |
|
| 332 |
+
| 0.369 | 8.9206 | 562 | 0.6544 | 0.5022 | 0.6544 | 0.8090 |
|
| 333 |
+
| 0.369 | 8.9524 | 564 | 0.5859 | 0.5190 | 0.5859 | 0.7654 |
|
| 334 |
+
| 0.369 | 8.9841 | 566 | 0.6279 | 0.4662 | 0.6279 | 0.7924 |
|
| 335 |
+
| 0.369 | 9.0159 | 568 | 0.6822 | 0.4492 | 0.6822 | 0.8260 |
|
| 336 |
+
| 0.369 | 9.0476 | 570 | 0.6537 | 0.4695 | 0.6537 | 0.8085 |
|
| 337 |
+
| 0.369 | 9.0794 | 572 | 0.6140 | 0.4273 | 0.6140 | 0.7836 |
|
| 338 |
+
| 0.369 | 9.1111 | 574 | 0.6123 | 0.4365 | 0.6123 | 0.7825 |
|
| 339 |
+
| 0.369 | 9.1429 | 576 | 0.6140 | 0.4410 | 0.6140 | 0.7836 |
|
| 340 |
+
| 0.369 | 9.1746 | 578 | 0.6173 | 0.4812 | 0.6173 | 0.7857 |
|
| 341 |
+
| 0.369 | 9.2063 | 580 | 0.6100 | 0.4653 | 0.6100 | 0.7811 |
|
| 342 |
+
| 0.369 | 9.2381 | 582 | 0.6081 | 0.4683 | 0.6081 | 0.7798 |
|
| 343 |
+
| 0.369 | 9.2698 | 584 | 0.6111 | 0.4792 | 0.6111 | 0.7817 |
|
| 344 |
+
| 0.369 | 9.3016 | 586 | 0.6110 | 0.4657 | 0.6110 | 0.7817 |
|
| 345 |
+
| 0.369 | 9.3333 | 588 | 0.6058 | 0.4865 | 0.6058 | 0.7783 |
|
| 346 |
+
| 0.369 | 9.3651 | 590 | 0.6084 | 0.4702 | 0.6084 | 0.7800 |
|
| 347 |
+
| 0.369 | 9.3968 | 592 | 0.6059 | 0.4591 | 0.6059 | 0.7784 |
|
| 348 |
+
| 0.369 | 9.4286 | 594 | 0.6133 | 0.4686 | 0.6133 | 0.7831 |
|
| 349 |
+
| 0.369 | 9.4603 | 596 | 0.6125 | 0.4596 | 0.6125 | 0.7826 |
|
| 350 |
+
| 0.369 | 9.4921 | 598 | 0.6050 | 0.4716 | 0.6050 | 0.7778 |
|
| 351 |
+
| 0.369 | 9.5238 | 600 | 0.6138 | 0.4847 | 0.6138 | 0.7835 |
|
| 352 |
+
| 0.369 | 9.5556 | 602 | 0.6235 | 0.5041 | 0.6235 | 0.7897 |
|
| 353 |
+
| 0.369 | 9.5873 | 604 | 0.6381 | 0.5148 | 0.6381 | 0.7988 |
|
| 354 |
+
| 0.369 | 9.6190 | 606 | 0.6265 | 0.4296 | 0.6265 | 0.7915 |
|
| 355 |
+
| 0.369 | 9.6508 | 608 | 0.6367 | 0.4791 | 0.6367 | 0.7979 |
|
| 356 |
+
| 0.369 | 9.6825 | 610 | 0.6805 | 0.5149 | 0.6805 | 0.8249 |
|
| 357 |
+
| 0.369 | 9.7143 | 612 | 0.7014 | 0.4968 | 0.7014 | 0.8375 |
|
| 358 |
+
| 0.369 | 9.7460 | 614 | 0.6585 | 0.4972 | 0.6585 | 0.8115 |
|
| 359 |
+
| 0.369 | 9.7778 | 616 | 0.6194 | 0.4482 | 0.6194 | 0.7870 |
|
| 360 |
+
| 0.369 | 9.8095 | 618 | 0.6198 | 0.4482 | 0.6198 | 0.7873 |
|
| 361 |
+
| 0.369 | 9.8413 | 620 | 0.6264 | 0.4506 | 0.6264 | 0.7915 |
|
| 362 |
+
| 0.369 | 9.8730 | 622 | 0.6249 | 0.4551 | 0.6249 | 0.7905 |
|
| 363 |
+
| 0.369 | 9.9048 | 624 | 0.6265 | 0.4551 | 0.6265 | 0.7915 |
|
| 364 |
+
| 0.369 | 9.9365 | 626 | 0.6423 | 0.4537 | 0.6423 | 0.8014 |
|
| 365 |
+
| 0.369 | 9.9683 | 628 | 0.6488 | 0.4682 | 0.6488 | 0.8055 |
|
| 366 |
+
| 0.369 | 10.0 | 630 | 0.6196 | 0.4323 | 0.6196 | 0.7872 |
|
| 367 |
+
| 0.369 | 10.0317 | 632 | 0.6039 | 0.4607 | 0.6039 | 0.7771 |
|
| 368 |
+
| 0.369 | 10.0635 | 634 | 0.6122 | 0.4913 | 0.6122 | 0.7825 |
|
| 369 |
+
| 0.369 | 10.0952 | 636 | 0.6086 | 0.4963 | 0.6086 | 0.7801 |
|
| 370 |
+
| 0.369 | 10.1270 | 638 | 0.6057 | 0.4680 | 0.6057 | 0.7782 |
|
| 371 |
+
| 0.369 | 10.1587 | 640 | 0.6128 | 0.4913 | 0.6128 | 0.7828 |
|
| 372 |
+
| 0.369 | 10.1905 | 642 | 0.6387 | 0.5242 | 0.6387 | 0.7992 |
|
| 373 |
+
| 0.369 | 10.2222 | 644 | 0.6454 | 0.5128 | 0.6454 | 0.8034 |
|
| 374 |
+
| 0.369 | 10.2540 | 646 | 0.6264 | 0.4792 | 0.6264 | 0.7914 |
|
| 375 |
+
| 0.369 | 10.2857 | 648 | 0.6518 | 0.4674 | 0.6518 | 0.8073 |
|
| 376 |
+
| 0.369 | 10.3175 | 650 | 0.7135 | 0.4553 | 0.7135 | 0.8447 |
|
| 377 |
+
| 0.369 | 10.3492 | 652 | 0.7364 | 0.4184 | 0.7364 | 0.8581 |
|
| 378 |
+
| 0.369 | 10.3810 | 654 | 0.6965 | 0.4532 | 0.6965 | 0.8346 |
|
| 379 |
+
| 0.369 | 10.4127 | 656 | 0.6395 | 0.4805 | 0.6395 | 0.7997 |
|
| 380 |
+
| 0.369 | 10.4444 | 658 | 0.6316 | 0.5117 | 0.6316 | 0.7947 |
|
| 381 |
+
| 0.369 | 10.4762 | 660 | 0.6336 | 0.5296 | 0.6336 | 0.7960 |
|
| 382 |
+
| 0.369 | 10.5079 | 662 | 0.6328 | 0.5296 | 0.6328 | 0.7955 |
|
| 383 |
+
| 0.369 | 10.5397 | 664 | 0.6445 | 0.5180 | 0.6445 | 0.8028 |
|
| 384 |
+
| 0.369 | 10.5714 | 666 | 0.6647 | 0.5160 | 0.6647 | 0.8153 |
|
| 385 |
+
| 0.369 | 10.6032 | 668 | 0.6538 | 0.5160 | 0.6538 | 0.8086 |
|
| 386 |
+
| 0.369 | 10.6349 | 670 | 0.6375 | 0.5456 | 0.6375 | 0.7984 |
|
| 387 |
+
| 0.369 | 10.6667 | 672 | 0.6179 | 0.5247 | 0.6179 | 0.7861 |
|
| 388 |
+
| 0.369 | 10.6984 | 674 | 0.6285 | 0.4805 | 0.6285 | 0.7928 |
|
| 389 |
+
| 0.369 | 10.7302 | 676 | 0.6347 | 0.4623 | 0.6347 | 0.7967 |
|
| 390 |
+
| 0.369 | 10.7619 | 678 | 0.6205 | 0.4805 | 0.6205 | 0.7877 |
|
| 391 |
+
| 0.369 | 10.7937 | 680 | 0.6080 | 0.5189 | 0.6080 | 0.7798 |
|
| 392 |
+
| 0.369 | 10.8254 | 682 | 0.6017 | 0.5178 | 0.6017 | 0.7757 |
|
| 393 |
+
| 0.369 | 10.8571 | 684 | 0.5973 | 0.4903 | 0.5973 | 0.7728 |
|
| 394 |
+
| 0.369 | 10.8889 | 686 | 0.5961 | 0.4903 | 0.5961 | 0.7721 |
|
| 395 |
+
| 0.369 | 10.9206 | 688 | 0.6169 | 0.4227 | 0.6169 | 0.7854 |
|
| 396 |
+
| 0.369 | 10.9524 | 690 | 0.6690 | 0.4476 | 0.6690 | 0.8179 |
|
| 397 |
+
| 0.369 | 10.9841 | 692 | 0.6748 | 0.4625 | 0.6748 | 0.8214 |
|
| 398 |
+
| 0.369 | 11.0159 | 694 | 0.6625 | 0.4508 | 0.6625 | 0.8139 |
|
| 399 |
+
| 0.369 | 11.0476 | 696 | 0.6391 | 0.4462 | 0.6391 | 0.7995 |
|
| 400 |
+
| 0.369 | 11.0794 | 698 | 0.6292 | 0.4111 | 0.6292 | 0.7932 |
|
| 401 |
+
| 0.369 | 11.1111 | 700 | 0.6165 | 0.4686 | 0.6165 | 0.7852 |
|
| 402 |
+
| 0.369 | 11.1429 | 702 | 0.6140 | 0.4673 | 0.6140 | 0.7836 |
|
| 403 |
+
| 0.369 | 11.1746 | 704 | 0.6282 | 0.5165 | 0.6282 | 0.7926 |
|
| 404 |
+
| 0.369 | 11.2063 | 706 | 0.6317 | 0.5338 | 0.6317 | 0.7948 |
|
| 405 |
+
| 0.369 | 11.2381 | 708 | 0.6123 | 0.4729 | 0.6123 | 0.7825 |
|
| 406 |
+
| 0.369 | 11.2698 | 710 | 0.6181 | 0.4997 | 0.6181 | 0.7862 |
|
| 407 |
+
| 0.369 | 11.3016 | 712 | 0.6136 | 0.5010 | 0.6136 | 0.7833 |
|
| 408 |
+
| 0.369 | 11.3333 | 714 | 0.6017 | 0.4668 | 0.6017 | 0.7757 |
|
| 409 |
+
| 0.369 | 11.3651 | 716 | 0.6240 | 0.5155 | 0.6240 | 0.7899 |
|
| 410 |
+
| 0.369 | 11.3968 | 718 | 0.6634 | 0.5095 | 0.6634 | 0.8145 |
|
| 411 |
+
| 0.369 | 11.4286 | 720 | 0.6542 | 0.5109 | 0.6542 | 0.8088 |
|
| 412 |
+
| 0.369 | 11.4603 | 722 | 0.6099 | 0.5386 | 0.6099 | 0.7810 |
|
| 413 |
+
| 0.369 | 11.4921 | 724 | 0.6052 | 0.4549 | 0.6052 | 0.7779 |
|
| 414 |
+
| 0.369 | 11.5238 | 726 | 0.6127 | 0.5071 | 0.6127 | 0.7828 |
|
| 415 |
+
| 0.369 | 11.5556 | 728 | 0.6118 | 0.4569 | 0.6118 | 0.7822 |
|
| 416 |
+
| 0.369 | 11.5873 | 730 | 0.6164 | 0.5018 | 0.6164 | 0.7851 |
|
| 417 |
+
| 0.369 | 11.6190 | 732 | 0.6167 | 0.5018 | 0.6167 | 0.7853 |
|
| 418 |
+
| 0.369 | 11.6508 | 734 | 0.6295 | 0.4997 | 0.6295 | 0.7934 |
|
| 419 |
+
| 0.369 | 11.6825 | 736 | 0.6999 | 0.5104 | 0.6999 | 0.8366 |
|
| 420 |
+
| 0.369 | 11.7143 | 738 | 0.7534 | 0.4249 | 0.7534 | 0.8680 |
|
| 421 |
+
| 0.369 | 11.7460 | 740 | 0.7198 | 0.4389 | 0.7198 | 0.8484 |
|
| 422 |
+
| 0.369 | 11.7778 | 742 | 0.6442 | 0.5247 | 0.6442 | 0.8026 |
|
| 423 |
+
| 0.369 | 11.8095 | 744 | 0.6136 | 0.4723 | 0.6136 | 0.7833 |
|
| 424 |
+
| 0.369 | 11.8413 | 746 | 0.6125 | 0.4786 | 0.6125 | 0.7826 |
|
| 425 |
+
| 0.369 | 11.8730 | 748 | 0.6128 | 0.4983 | 0.6128 | 0.7828 |
|
| 426 |
+
| 0.369 | 11.9048 | 750 | 0.6121 | 0.4983 | 0.6121 | 0.7824 |
|
| 427 |
+
| 0.369 | 11.9365 | 752 | 0.6186 | 0.4716 | 0.6186 | 0.7865 |
|
| 428 |
+
| 0.369 | 11.9683 | 754 | 0.6064 | 0.4983 | 0.6064 | 0.7787 |
|
| 429 |
+
| 0.369 | 12.0 | 756 | 0.6049 | 0.4808 | 0.6049 | 0.7778 |
|
| 430 |
+
| 0.369 | 12.0317 | 758 | 0.6121 | 0.4303 | 0.6121 | 0.7823 |
|
| 431 |
+
| 0.369 | 12.0635 | 760 | 0.6041 | 0.4584 | 0.6041 | 0.7772 |
|
| 432 |
+
| 0.369 | 12.0952 | 762 | 0.5970 | 0.4740 | 0.5970 | 0.7727 |
|
| 433 |
+
| 0.369 | 12.1270 | 764 | 0.6091 | 0.4555 | 0.6091 | 0.7805 |
|
| 434 |
+
| 0.369 | 12.1587 | 766 | 0.6246 | 0.4736 | 0.6246 | 0.7903 |
|
| 435 |
+
| 0.369 | 12.1905 | 768 | 0.6172 | 0.4949 | 0.6172 | 0.7856 |
|
| 436 |
+
| 0.369 | 12.2222 | 770 | 0.6174 | 0.5011 | 0.6174 | 0.7857 |
|
| 437 |
+
| 0.369 | 12.2540 | 772 | 0.6201 | 0.4922 | 0.6201 | 0.7874 |
|
| 438 |
+
| 0.369 | 12.2857 | 774 | 0.6222 | 0.4822 | 0.6222 | 0.7888 |
|
| 439 |
+
| 0.369 | 12.3175 | 776 | 0.6421 | 0.4642 | 0.6421 | 0.8013 |
|
| 440 |
+
| 0.369 | 12.3492 | 778 | 0.6542 | 0.4671 | 0.6542 | 0.8088 |
|
| 441 |
+
| 0.369 | 12.3810 | 780 | 0.6481 | 0.4671 | 0.6481 | 0.8051 |
|
| 442 |
+
| 0.369 | 12.4127 | 782 | 0.6173 | 0.4635 | 0.6173 | 0.7857 |
|
| 443 |
+
| 0.369 | 12.4444 | 784 | 0.6110 | 0.4725 | 0.6110 | 0.7817 |
|
| 444 |
+
| 0.369 | 12.4762 | 786 | 0.6138 | 0.4649 | 0.6138 | 0.7835 |
|
| 445 |
+
| 0.369 | 12.5079 | 788 | 0.6217 | 0.5115 | 0.6217 | 0.7885 |
|
| 446 |
+
| 0.369 | 12.5397 | 790 | 0.6320 | 0.5010 | 0.6320 | 0.7950 |
|
| 447 |
+
| 0.369 | 12.5714 | 792 | 0.6378 | 0.4962 | 0.6378 | 0.7986 |
|
| 448 |
+
| 0.369 | 12.6032 | 794 | 0.6642 | 0.4579 | 0.6642 | 0.8150 |
|
| 449 |
+
| 0.369 | 12.6349 | 796 | 0.6558 | 0.4579 | 0.6558 | 0.8098 |
|
| 450 |
+
| 0.369 | 12.6667 | 798 | 0.6178 | 0.4948 | 0.6178 | 0.7860 |
|
| 451 |
+
| 0.369 | 12.6984 | 800 | 0.5846 | 0.4935 | 0.5846 | 0.7646 |
|
| 452 |
+
| 0.369 | 12.7302 | 802 | 0.5927 | 0.4882 | 0.5927 | 0.7699 |
|
| 453 |
+
| 0.369 | 12.7619 | 804 | 0.5960 | 0.4781 | 0.5960 | 0.7720 |
|
| 454 |
+
| 0.369 | 12.7937 | 806 | 0.5787 | 0.4723 | 0.5787 | 0.7607 |
|
| 455 |
+
| 0.369 | 12.8254 | 808 | 0.5706 | 0.4959 | 0.5706 | 0.7554 |
|
| 456 |
+
| 0.369 | 12.8571 | 810 | 0.5723 | 0.4704 | 0.5723 | 0.7565 |
|
| 457 |
+
| 0.369 | 12.8889 | 812 | 0.5767 | 0.4779 | 0.5767 | 0.7594 |
|
| 458 |
+
| 0.369 | 12.9206 | 814 | 0.5832 | 0.4976 | 0.5832 | 0.7637 |
|
| 459 |
+
| 0.369 | 12.9524 | 816 | 0.5794 | 0.4910 | 0.5794 | 0.7612 |
|
| 460 |
+
| 0.369 | 12.9841 | 818 | 0.5772 | 0.4887 | 0.5772 | 0.7598 |
|
| 461 |
+
| 0.369 | 13.0159 | 820 | 0.5758 | 0.4693 | 0.5758 | 0.7588 |
|
| 462 |
+
| 0.369 | 13.0476 | 822 | 0.5793 | 0.4900 | 0.5793 | 0.7611 |
|
| 463 |
+
| 0.369 | 13.0794 | 824 | 0.5913 | 0.4938 | 0.5913 | 0.7689 |
|
| 464 |
+
| 0.369 | 13.1111 | 826 | 0.5926 | 0.5018 | 0.5926 | 0.7698 |
|
| 465 |
+
| 0.369 | 13.1429 | 828 | 0.6046 | 0.5285 | 0.6046 | 0.7775 |
|
| 466 |
+
| 0.369 | 13.1746 | 830 | 0.6133 | 0.5179 | 0.6133 | 0.7831 |
|
| 467 |
+
| 0.369 | 13.2063 | 832 | 0.6130 | 0.5047 | 0.6130 | 0.7830 |
|
| 468 |
+
| 0.369 | 13.2381 | 834 | 0.6049 | 0.5042 | 0.6049 | 0.7778 |
|
| 469 |
+
| 0.369 | 13.2698 | 836 | 0.6053 | 0.4992 | 0.6053 | 0.7780 |
|
| 470 |
+
| 0.369 | 13.3016 | 838 | 0.5963 | 0.4756 | 0.5963 | 0.7722 |
|
| 471 |
+
| 0.369 | 13.3333 | 840 | 0.6354 | 0.5003 | 0.6354 | 0.7971 |
|
| 472 |
+
| 0.369 | 13.3651 | 842 | 0.6660 | 0.4851 | 0.6660 | 0.8161 |
|
| 473 |
+
| 0.369 | 13.3968 | 844 | 0.6243 | 0.4892 | 0.6243 | 0.7901 |
|
| 474 |
+
| 0.369 | 13.4286 | 846 | 0.5899 | 0.4756 | 0.5899 | 0.7681 |
|
| 475 |
+
| 0.369 | 13.4603 | 848 | 0.5940 | 0.4906 | 0.5940 | 0.7707 |
|
| 476 |
+
| 0.369 | 13.4921 | 850 | 0.5942 | 0.4732 | 0.5942 | 0.7708 |
|
| 477 |
+
| 0.369 | 13.5238 | 852 | 0.5986 | 0.4506 | 0.5986 | 0.7737 |
|
| 478 |
+
| 0.369 | 13.5556 | 854 | 0.6110 | 0.5214 | 0.6110 | 0.7817 |
|
| 479 |
+
| 0.369 | 13.5873 | 856 | 0.6085 | 0.4953 | 0.6085 | 0.7800 |
|
| 480 |
+
| 0.369 | 13.6190 | 858 | 0.5949 | 0.4899 | 0.5949 | 0.7713 |
|
| 481 |
+
| 0.369 | 13.6508 | 860 | 0.5880 | 0.4536 | 0.5880 | 0.7668 |
|
| 482 |
+
| 0.369 | 13.6825 | 862 | 0.5801 | 0.4316 | 0.5801 | 0.7616 |
|
| 483 |
+
| 0.369 | 13.7143 | 864 | 0.5715 | 0.4660 | 0.5715 | 0.7560 |
|
| 484 |
+
| 0.369 | 13.7460 | 866 | 0.5717 | 0.4319 | 0.5717 | 0.7561 |
|
| 485 |
+
| 0.369 | 13.7778 | 868 | 0.5781 | 0.4601 | 0.5781 | 0.7603 |
|
| 486 |
+
| 0.369 | 13.8095 | 870 | 0.5921 | 0.4864 | 0.5921 | 0.7695 |
|
| 487 |
+
| 0.369 | 13.8413 | 872 | 0.5820 | 0.4779 | 0.5820 | 0.7629 |
|
| 488 |
+
| 0.369 | 13.8730 | 874 | 0.5846 | 0.4842 | 0.5846 | 0.7646 |
|
| 489 |
+
| 0.369 | 13.9048 | 876 | 0.5961 | 0.4539 | 0.5961 | 0.7721 |
|
| 490 |
+
| 0.369 | 13.9365 | 878 | 0.6264 | 0.4591 | 0.6265 | 0.7915 |
|
| 491 |
+
| 0.369 | 13.9683 | 880 | 0.6248 | 0.4599 | 0.6248 | 0.7905 |
|
| 492 |
+
| 0.369 | 14.0 | 882 | 0.5974 | 0.4226 | 0.5974 | 0.7729 |
|
| 493 |
+
| 0.369 | 14.0317 | 884 | 0.5959 | 0.4099 | 0.5959 | 0.7719 |
|
| 494 |
+
| 0.369 | 14.0635 | 886 | 0.6148 | 0.4020 | 0.6148 | 0.7841 |
|
| 495 |
+
| 0.369 | 14.0952 | 888 | 0.6581 | 0.4654 | 0.6581 | 0.8112 |
|
| 496 |
+
| 0.369 | 14.1270 | 890 | 0.6651 | 0.4798 | 0.6651 | 0.8155 |
|
| 497 |
+
| 0.369 | 14.1587 | 892 | 0.6369 | 0.4446 | 0.6369 | 0.7980 |
|
| 498 |
+
| 0.369 | 14.1905 | 894 | 0.6414 | 0.4452 | 0.6414 | 0.8009 |
|
| 499 |
+
| 0.369 | 14.2222 | 896 | 0.6325 | 0.4177 | 0.6325 | 0.7953 |
|
| 500 |
+
| 0.369 | 14.2540 | 898 | 0.6157 | 0.4279 | 0.6157 | 0.7846 |
|
| 501 |
+
| 0.369 | 14.2857 | 900 | 0.6200 | 0.4279 | 0.6200 | 0.7874 |
|
| 502 |
+
| 0.369 | 14.3175 | 902 | 0.6275 | 0.4341 | 0.6275 | 0.7921 |
|
| 503 |
+
| 0.369 | 14.3492 | 904 | 0.6533 | 0.4779 | 0.6533 | 0.8082 |
|
| 504 |
+
| 0.369 | 14.3810 | 906 | 0.6970 | 0.4956 | 0.6970 | 0.8348 |
|
| 505 |
+
| 0.369 | 14.4127 | 908 | 0.7378 | 0.5209 | 0.7378 | 0.8589 |
|
| 506 |
+
| 0.369 | 14.4444 | 910 | 0.7297 | 0.5195 | 0.7297 | 0.8542 |
|
| 507 |
+
| 0.369 | 14.4762 | 912 | 0.6941 | 0.4775 | 0.6941 | 0.8331 |
|
| 508 |
+
| 0.369 | 14.5079 | 914 | 0.6343 | 0.4422 | 0.6343 | 0.7964 |
|
| 509 |
+
| 0.369 | 14.5397 | 916 | 0.6082 | 0.4723 | 0.6082 | 0.7799 |
|
| 510 |
+
| 0.369 | 14.5714 | 918 | 0.6059 | 0.4489 | 0.6059 | 0.7784 |
|
| 511 |
+
| 0.369 | 14.6032 | 920 | 0.6036 | 0.4394 | 0.6036 | 0.7769 |
|
| 512 |
+
| 0.369 | 14.6349 | 922 | 0.6025 | 0.4387 | 0.6025 | 0.7762 |
|
| 513 |
+
| 0.369 | 14.6667 | 924 | 0.6176 | 0.4482 | 0.6176 | 0.7859 |
|
| 514 |
+
| 0.369 | 14.6984 | 926 | 0.6663 | 0.4101 | 0.6663 | 0.8162 |
|
| 515 |
+
| 0.369 | 14.7302 | 928 | 0.6915 | 0.4684 | 0.6915 | 0.8316 |
|
| 516 |
+
| 0.369 | 14.7619 | 930 | 0.6817 | 0.4684 | 0.6817 | 0.8256 |
|
| 517 |
+
| 0.369 | 14.7937 | 932 | 0.6509 | 0.4214 | 0.6509 | 0.8068 |
|
| 518 |
+
| 0.369 | 14.8254 | 934 | 0.6322 | 0.4187 | 0.6322 | 0.7951 |
|
| 519 |
+
| 0.369 | 14.8571 | 936 | 0.6376 | 0.4088 | 0.6376 | 0.7985 |
|
| 520 |
+
| 0.369 | 14.8889 | 938 | 0.6386 | 0.4055 | 0.6386 | 0.7991 |
|
| 521 |
+
| 0.369 | 14.9206 | 940 | 0.6441 | 0.4156 | 0.6441 | 0.8026 |
|
| 522 |
+
| 0.369 | 14.9524 | 942 | 0.6419 | 0.4314 | 0.6419 | 0.8012 |
|
| 523 |
+
| 0.369 | 14.9841 | 944 | 0.6318 | 0.4410 | 0.6318 | 0.7949 |
|
| 524 |
+
| 0.369 | 15.0159 | 946 | 0.6180 | 0.4865 | 0.6180 | 0.7861 |
|
| 525 |
+
| 0.369 | 15.0476 | 948 | 0.6129 | 0.4803 | 0.6129 | 0.7829 |
|
| 526 |
+
| 0.369 | 15.0794 | 950 | 0.6039 | 0.4558 | 0.6039 | 0.7771 |
|
| 527 |
+
| 0.369 | 15.1111 | 952 | 0.5959 | 0.4719 | 0.5959 | 0.7719 |
|
| 528 |
+
| 0.369 | 15.1429 | 954 | 0.5871 | 0.4700 | 0.5871 | 0.7662 |
|
| 529 |
+
| 0.369 | 15.1746 | 956 | 0.5855 | 0.4810 | 0.5855 | 0.7652 |
|
| 530 |
+
| 0.369 | 15.2063 | 958 | 0.6001 | 0.5195 | 0.6001 | 0.7747 |
|
| 531 |
+
| 0.369 | 15.2381 | 960 | 0.6051 | 0.5211 | 0.6051 | 0.7779 |
|
| 532 |
+
| 0.369 | 15.2698 | 962 | 0.6177 | 0.5127 | 0.6177 | 0.7859 |
|
| 533 |
+
| 0.369 | 15.3016 | 964 | 0.5949 | 0.5365 | 0.5949 | 0.7713 |
|
| 534 |
+
| 0.369 | 15.3333 | 966 | 0.5767 | 0.5025 | 0.5767 | 0.7594 |
|
| 535 |
+
| 0.369 | 15.3651 | 968 | 0.5781 | 0.5183 | 0.5781 | 0.7603 |
|
| 536 |
+
| 0.369 | 15.3968 | 970 | 0.5762 | 0.5290 | 0.5762 | 0.7591 |
|
| 537 |
+
| 0.369 | 15.4286 | 972 | 0.5738 | 0.5203 | 0.5738 | 0.7575 |
|
| 538 |
+
| 0.369 | 15.4603 | 974 | 0.5791 | 0.5106 | 0.5791 | 0.7610 |
|
| 539 |
+
| 0.369 | 15.4921 | 976 | 0.5887 | 0.5173 | 0.5887 | 0.7672 |
|
| 540 |
+
| 0.369 | 15.5238 | 978 | 0.6013 | 0.5047 | 0.6013 | 0.7754 |
|
| 541 |
+
| 0.369 | 15.5556 | 980 | 0.6120 | 0.5312 | 0.6120 | 0.7823 |
|
| 542 |
+
| 0.369 | 15.5873 | 982 | 0.6243 | 0.5310 | 0.6243 | 0.7902 |
|
| 543 |
+
| 0.369 | 15.6190 | 984 | 0.6285 | 0.53 | 0.6285 | 0.7928 |
|
| 544 |
+
| 0.369 | 15.6508 | 986 | 0.6189 | 0.5122 | 0.6189 | 0.7867 |
|
| 545 |
+
| 0.369 | 15.6825 | 988 | 0.6194 | 0.5233 | 0.6194 | 0.7870 |
|
| 546 |
+
| 0.369 | 15.7143 | 990 | 0.6025 | 0.4932 | 0.6025 | 0.7762 |
|
| 547 |
+
| 0.369 | 15.7460 | 992 | 0.5972 | 0.5553 | 0.5972 | 0.7728 |
|
| 548 |
+
| 0.369 | 15.7778 | 994 | 0.6153 | 0.5061 | 0.6153 | 0.7844 |
|
| 549 |
+
| 0.369 | 15.8095 | 996 | 0.6378 | 0.5649 | 0.6378 | 0.7986 |
|
| 550 |
+
| 0.369 | 15.8413 | 998 | 0.6282 | 0.5554 | 0.6282 | 0.7926 |
|
| 551 |
+
| 0.0714 | 15.8730 | 1000 | 0.6201 | 0.5631 | 0.6201 | 0.7875 |
|
| 552 |
+
| 0.0714 | 15.9048 | 1002 | 0.6177 | 0.5336 | 0.6177 | 0.7860 |
|
| 553 |
+
| 0.0714 | 15.9365 | 1004 | 0.6015 | 0.5012 | 0.6015 | 0.7755 |
|
| 554 |
+
| 0.0714 | 15.9683 | 1006 | 0.5888 | 0.5183 | 0.5888 | 0.7674 |
|
| 555 |
+
| 0.0714 | 16.0 | 1008 | 0.5910 | 0.4924 | 0.5910 | 0.7687 |
|
| 556 |
+
| 0.0714 | 16.0317 | 1010 | 0.5950 | 0.5193 | 0.5950 | 0.7714 |
|
| 557 |
+
|
| 558 |
+
|
| 559 |
+
### Framework versions
|
| 560 |
+
|
| 561 |
+
- Transformers 4.44.2
|
| 562 |
+
- Pytorch 2.4.0+cu118
|
| 563 |
+
- Datasets 2.21.0
|
| 564 |
+
- 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 sha256:9a0c91fca8af8644c0ee11e45010529a7fa2572fc3fa8345ba1e9361cb1cdfd5
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f76f84c97ba1573c9f1f6484d26f6c940f4f52372a31621d79048f52e5eaf766
|
| 3 |
+
size 5304
|