Training in progress, step 500
Browse files- README.md +565 -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 |
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model-index:
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| 7 |
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- name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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
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| 12 |
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should probably proofread and complete it, then remove this comment. -->
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| 13 |
+
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| 14 |
+
# ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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: 0.8936
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| 19 |
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- Qwk: 0.3138
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| 20 |
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- Mse: 0.8936
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| 21 |
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- Rmse: 0.9453
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| 22 |
+
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| 23 |
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## 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 |
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## Intended uses & limitations
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| 28 |
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| 29 |
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More information needed
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| 30 |
+
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| 31 |
+
## Training and evaluation data
|
| 32 |
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| 33 |
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More information needed
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| 34 |
+
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| 35 |
+
## Training procedure
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| 36 |
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| 37 |
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### Training hyperparameters
|
| 38 |
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| 39 |
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The following hyperparameters were used during training:
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| 40 |
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- 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 |
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- 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 |
+
- 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 |
|
| 51 |
+
|:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0196 | 2 | 4.6279 | 0.0042 | 4.6279 | 2.1513 |
|
| 53 |
+
| No log | 0.0392 | 4 | 2.9984 | -0.0352 | 2.9984 | 1.7316 |
|
| 54 |
+
| No log | 0.0588 | 6 | 1.6894 | 0.0504 | 1.6894 | 1.2998 |
|
| 55 |
+
| No log | 0.0784 | 8 | 1.2847 | 0.0404 | 1.2847 | 1.1334 |
|
| 56 |
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| No log | 0.0980 | 10 | 1.2215 | 0.1417 | 1.2215 | 1.1052 |
|
| 57 |
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| No log | 0.1176 | 12 | 1.2259 | 0.1247 | 1.2259 | 1.1072 |
|
| 58 |
+
| No log | 0.1373 | 14 | 1.1893 | 0.1144 | 1.1893 | 1.0906 |
|
| 59 |
+
| No log | 0.1569 | 16 | 1.1804 | 0.0977 | 1.1804 | 1.0865 |
|
| 60 |
+
| No log | 0.1765 | 18 | 1.1977 | 0.1542 | 1.1977 | 1.0944 |
|
| 61 |
+
| No log | 0.1961 | 20 | 1.2483 | 0.1320 | 1.2483 | 1.1173 |
|
| 62 |
+
| No log | 0.2157 | 22 | 1.1910 | 0.1943 | 1.1910 | 1.0913 |
|
| 63 |
+
| No log | 0.2353 | 24 | 1.0642 | 0.2010 | 1.0642 | 1.0316 |
|
| 64 |
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| No log | 0.2549 | 26 | 0.9800 | 0.2569 | 0.9800 | 0.9900 |
|
| 65 |
+
| No log | 0.2745 | 28 | 1.0199 | 0.2130 | 1.0199 | 1.0099 |
|
| 66 |
+
| No log | 0.2941 | 30 | 1.0088 | 0.2439 | 1.0088 | 1.0044 |
|
| 67 |
+
| No log | 0.3137 | 32 | 0.9768 | 0.2741 | 0.9768 | 0.9883 |
|
| 68 |
+
| No log | 0.3333 | 34 | 1.0035 | 0.3168 | 1.0035 | 1.0018 |
|
| 69 |
+
| No log | 0.3529 | 36 | 0.9978 | 0.3163 | 0.9978 | 0.9989 |
|
| 70 |
+
| No log | 0.3725 | 38 | 1.0132 | 0.3321 | 1.0132 | 1.0066 |
|
| 71 |
+
| No log | 0.3922 | 40 | 1.0435 | 0.3243 | 1.0435 | 1.0215 |
|
| 72 |
+
| No log | 0.4118 | 42 | 1.1053 | 0.3202 | 1.1053 | 1.0513 |
|
| 73 |
+
| No log | 0.4314 | 44 | 1.3097 | 0.2503 | 1.3097 | 1.1444 |
|
| 74 |
+
| No log | 0.4510 | 46 | 1.3690 | 0.3326 | 1.3690 | 1.1700 |
|
| 75 |
+
| No log | 0.4706 | 48 | 1.0472 | 0.3883 | 1.0472 | 1.0234 |
|
| 76 |
+
| No log | 0.4902 | 50 | 0.9174 | 0.5179 | 0.9174 | 0.9578 |
|
| 77 |
+
| No log | 0.5098 | 52 | 0.9123 | 0.4677 | 0.9123 | 0.9551 |
|
| 78 |
+
| No log | 0.5294 | 54 | 1.0710 | 0.5066 | 1.0710 | 1.0349 |
|
| 79 |
+
| No log | 0.5490 | 56 | 1.1529 | 0.4866 | 1.1529 | 1.0737 |
|
| 80 |
+
| No log | 0.5686 | 58 | 1.2620 | 0.4314 | 1.2620 | 1.1234 |
|
| 81 |
+
| No log | 0.5882 | 60 | 1.1140 | 0.4115 | 1.1140 | 1.0555 |
|
| 82 |
+
| No log | 0.6078 | 62 | 1.0058 | 0.4374 | 1.0058 | 1.0029 |
|
| 83 |
+
| No log | 0.6275 | 64 | 1.0770 | 0.4107 | 1.0770 | 1.0378 |
|
| 84 |
+
| No log | 0.6471 | 66 | 1.1012 | 0.3708 | 1.1012 | 1.0494 |
|
| 85 |
+
| No log | 0.6667 | 68 | 1.0841 | 0.3638 | 1.0841 | 1.0412 |
|
| 86 |
+
| No log | 0.6863 | 70 | 1.0461 | 0.4285 | 1.0461 | 1.0228 |
|
| 87 |
+
| No log | 0.7059 | 72 | 1.0572 | 0.3529 | 1.0572 | 1.0282 |
|
| 88 |
+
| No log | 0.7255 | 74 | 1.1830 | 0.3436 | 1.1830 | 1.0877 |
|
| 89 |
+
| No log | 0.7451 | 76 | 1.3781 | 0.3576 | 1.3781 | 1.1739 |
|
| 90 |
+
| No log | 0.7647 | 78 | 1.2649 | 0.3590 | 1.2649 | 1.1247 |
|
| 91 |
+
| No log | 0.7843 | 80 | 1.0238 | 0.4019 | 1.0238 | 1.0118 |
|
| 92 |
+
| No log | 0.8039 | 82 | 1.0251 | 0.3952 | 1.0251 | 1.0125 |
|
| 93 |
+
| No log | 0.8235 | 84 | 0.9591 | 0.5072 | 0.9591 | 0.9793 |
|
| 94 |
+
| No log | 0.8431 | 86 | 0.8837 | 0.4405 | 0.8837 | 0.9401 |
|
| 95 |
+
| No log | 0.8627 | 88 | 0.8607 | 0.4405 | 0.8607 | 0.9277 |
|
| 96 |
+
| No log | 0.8824 | 90 | 0.8893 | 0.5192 | 0.8893 | 0.9430 |
|
| 97 |
+
| No log | 0.9020 | 92 | 0.9443 | 0.4706 | 0.9443 | 0.9717 |
|
| 98 |
+
| No log | 0.9216 | 94 | 1.0656 | 0.4681 | 1.0656 | 1.0323 |
|
| 99 |
+
| No log | 0.9412 | 96 | 1.2551 | 0.4284 | 1.2551 | 1.1203 |
|
| 100 |
+
| No log | 0.9608 | 98 | 1.1520 | 0.4291 | 1.1520 | 1.0733 |
|
| 101 |
+
| No log | 0.9804 | 100 | 0.9479 | 0.3765 | 0.9479 | 0.9736 |
|
| 102 |
+
| No log | 1.0 | 102 | 0.8755 | 0.4754 | 0.8755 | 0.9357 |
|
| 103 |
+
| No log | 1.0196 | 104 | 0.8549 | 0.5203 | 0.8549 | 0.9246 |
|
| 104 |
+
| No log | 1.0392 | 106 | 0.8890 | 0.5203 | 0.8890 | 0.9429 |
|
| 105 |
+
| No log | 1.0588 | 108 | 1.0379 | 0.5166 | 1.0379 | 1.0188 |
|
| 106 |
+
| No log | 1.0784 | 110 | 1.1057 | 0.5134 | 1.1057 | 1.0515 |
|
| 107 |
+
| No log | 1.0980 | 112 | 1.0392 | 0.5066 | 1.0392 | 1.0194 |
|
| 108 |
+
| No log | 1.1176 | 114 | 0.9094 | 0.4761 | 0.9094 | 0.9536 |
|
| 109 |
+
| No log | 1.1373 | 116 | 0.9003 | 0.4167 | 0.9003 | 0.9488 |
|
| 110 |
+
| No log | 1.1569 | 118 | 0.9862 | 0.4440 | 0.9862 | 0.9931 |
|
| 111 |
+
| No log | 1.1765 | 120 | 0.9439 | 0.4337 | 0.9439 | 0.9715 |
|
| 112 |
+
| No log | 1.1961 | 122 | 0.8700 | 0.4931 | 0.8700 | 0.9327 |
|
| 113 |
+
| No log | 1.2157 | 124 | 0.8613 | 0.4865 | 0.8613 | 0.9280 |
|
| 114 |
+
| No log | 1.2353 | 126 | 0.8909 | 0.4697 | 0.8909 | 0.9439 |
|
| 115 |
+
| No log | 1.2549 | 128 | 0.8634 | 0.5209 | 0.8634 | 0.9292 |
|
| 116 |
+
| No log | 1.2745 | 130 | 0.7936 | 0.5725 | 0.7936 | 0.8908 |
|
| 117 |
+
| No log | 1.2941 | 132 | 0.7805 | 0.5773 | 0.7805 | 0.8835 |
|
| 118 |
+
| No log | 1.3137 | 134 | 0.8603 | 0.5147 | 0.8603 | 0.9275 |
|
| 119 |
+
| No log | 1.3333 | 136 | 0.9909 | 0.4647 | 0.9909 | 0.9955 |
|
| 120 |
+
| No log | 1.3529 | 138 | 1.0853 | 0.4689 | 1.0853 | 1.0418 |
|
| 121 |
+
| No log | 1.3725 | 140 | 0.9579 | 0.4949 | 0.9579 | 0.9787 |
|
| 122 |
+
| No log | 1.3922 | 142 | 0.7742 | 0.6095 | 0.7742 | 0.8799 |
|
| 123 |
+
| No log | 1.4118 | 144 | 0.8962 | 0.4401 | 0.8962 | 0.9467 |
|
| 124 |
+
| No log | 1.4314 | 146 | 0.8432 | 0.5431 | 0.8432 | 0.9182 |
|
| 125 |
+
| No log | 1.4510 | 148 | 0.7938 | 0.5713 | 0.7938 | 0.8909 |
|
| 126 |
+
| No log | 1.4706 | 150 | 1.0814 | 0.4216 | 1.0814 | 1.0399 |
|
| 127 |
+
| No log | 1.4902 | 152 | 1.1890 | 0.4357 | 1.1890 | 1.0904 |
|
| 128 |
+
| No log | 1.5098 | 154 | 1.0795 | 0.4598 | 1.0795 | 1.0390 |
|
| 129 |
+
| No log | 1.5294 | 156 | 0.8743 | 0.5114 | 0.8743 | 0.9350 |
|
| 130 |
+
| No log | 1.5490 | 158 | 0.7715 | 0.5410 | 0.7715 | 0.8783 |
|
| 131 |
+
| No log | 1.5686 | 160 | 0.7693 | 0.4977 | 0.7693 | 0.8771 |
|
| 132 |
+
| No log | 1.5882 | 162 | 0.8017 | 0.5076 | 0.8017 | 0.8954 |
|
| 133 |
+
| No log | 1.6078 | 164 | 0.9847 | 0.4337 | 0.9847 | 0.9923 |
|
| 134 |
+
| No log | 1.6275 | 166 | 1.2194 | 0.3304 | 1.2194 | 1.1043 |
|
| 135 |
+
| No log | 1.6471 | 168 | 1.3996 | 0.3501 | 1.3996 | 1.1831 |
|
| 136 |
+
| No log | 1.6667 | 170 | 1.3725 | 0.3995 | 1.3725 | 1.1715 |
|
| 137 |
+
| No log | 1.6863 | 172 | 1.0709 | 0.4371 | 1.0709 | 1.0348 |
|
| 138 |
+
| No log | 1.7059 | 174 | 0.8607 | 0.4572 | 0.8607 | 0.9277 |
|
| 139 |
+
| No log | 1.7255 | 176 | 0.7885 | 0.5132 | 0.7885 | 0.8880 |
|
| 140 |
+
| No log | 1.7451 | 178 | 0.7824 | 0.5443 | 0.7824 | 0.8846 |
|
| 141 |
+
| No log | 1.7647 | 180 | 0.7938 | 0.5192 | 0.7938 | 0.8910 |
|
| 142 |
+
| No log | 1.7843 | 182 | 0.8367 | 0.5114 | 0.8367 | 0.9147 |
|
| 143 |
+
| No log | 1.8039 | 184 | 0.8868 | 0.4771 | 0.8868 | 0.9417 |
|
| 144 |
+
| No log | 1.8235 | 186 | 0.8955 | 0.4858 | 0.8955 | 0.9463 |
|
| 145 |
+
| No log | 1.8431 | 188 | 0.8578 | 0.5506 | 0.8578 | 0.9262 |
|
| 146 |
+
| No log | 1.8627 | 190 | 0.8499 | 0.5588 | 0.8499 | 0.9219 |
|
| 147 |
+
| No log | 1.8824 | 192 | 0.9409 | 0.5120 | 0.9409 | 0.9700 |
|
| 148 |
+
| No log | 1.9020 | 194 | 1.0875 | 0.3481 | 1.0875 | 1.0428 |
|
| 149 |
+
| No log | 1.9216 | 196 | 1.0463 | 0.4137 | 1.0463 | 1.0229 |
|
| 150 |
+
| No log | 1.9412 | 198 | 0.9419 | 0.4840 | 0.9419 | 0.9705 |
|
| 151 |
+
| No log | 1.9608 | 200 | 0.9466 | 0.5554 | 0.9466 | 0.9729 |
|
| 152 |
+
| No log | 1.9804 | 202 | 0.9529 | 0.4949 | 0.9529 | 0.9762 |
|
| 153 |
+
| No log | 2.0 | 204 | 0.9118 | 0.5507 | 0.9118 | 0.9549 |
|
| 154 |
+
| No log | 2.0196 | 206 | 0.8682 | 0.5602 | 0.8682 | 0.9318 |
|
| 155 |
+
| No log | 2.0392 | 208 | 0.8677 | 0.5675 | 0.8677 | 0.9315 |
|
| 156 |
+
| No log | 2.0588 | 210 | 0.8400 | 0.6167 | 0.8400 | 0.9165 |
|
| 157 |
+
| No log | 2.0784 | 212 | 0.8295 | 0.5682 | 0.8295 | 0.9107 |
|
| 158 |
+
| No log | 2.0980 | 214 | 0.7662 | 0.5992 | 0.7662 | 0.8753 |
|
| 159 |
+
| No log | 2.1176 | 216 | 0.7732 | 0.5250 | 0.7732 | 0.8793 |
|
| 160 |
+
| No log | 2.1373 | 218 | 0.8518 | 0.4968 | 0.8518 | 0.9229 |
|
| 161 |
+
| No log | 2.1569 | 220 | 0.9153 | 0.4833 | 0.9153 | 0.9567 |
|
| 162 |
+
| No log | 2.1765 | 222 | 1.0454 | 0.4722 | 1.0454 | 1.0224 |
|
| 163 |
+
| No log | 2.1961 | 224 | 1.0174 | 0.4845 | 1.0174 | 1.0086 |
|
| 164 |
+
| No log | 2.2157 | 226 | 0.9314 | 0.4375 | 0.9314 | 0.9651 |
|
| 165 |
+
| No log | 2.2353 | 228 | 0.9727 | 0.4453 | 0.9727 | 0.9863 |
|
| 166 |
+
| No log | 2.2549 | 230 | 0.9744 | 0.4253 | 0.9744 | 0.9871 |
|
| 167 |
+
| No log | 2.2745 | 232 | 0.9971 | 0.4663 | 0.9971 | 0.9985 |
|
| 168 |
+
| No log | 2.2941 | 234 | 0.9229 | 0.4378 | 0.9229 | 0.9607 |
|
| 169 |
+
| No log | 2.3137 | 236 | 0.8495 | 0.4912 | 0.8495 | 0.9217 |
|
| 170 |
+
| No log | 2.3333 | 238 | 0.8561 | 0.4455 | 0.8561 | 0.9253 |
|
| 171 |
+
| No log | 2.3529 | 240 | 0.9213 | 0.4378 | 0.9213 | 0.9598 |
|
| 172 |
+
| No log | 2.3725 | 242 | 1.0102 | 0.4254 | 1.0102 | 1.0051 |
|
| 173 |
+
| No log | 2.3922 | 244 | 1.2326 | 0.4290 | 1.2326 | 1.1102 |
|
| 174 |
+
| No log | 2.4118 | 246 | 1.4566 | 0.3531 | 1.4566 | 1.2069 |
|
| 175 |
+
| No log | 2.4314 | 248 | 1.3150 | 0.3944 | 1.3150 | 1.1467 |
|
| 176 |
+
| No log | 2.4510 | 250 | 1.0060 | 0.4404 | 1.0060 | 1.0030 |
|
| 177 |
+
| No log | 2.4706 | 252 | 0.8697 | 0.4705 | 0.8697 | 0.9326 |
|
| 178 |
+
| No log | 2.4902 | 254 | 0.8568 | 0.5355 | 0.8568 | 0.9256 |
|
| 179 |
+
| No log | 2.5098 | 256 | 0.8494 | 0.5675 | 0.8494 | 0.9216 |
|
| 180 |
+
| No log | 2.5294 | 258 | 0.9178 | 0.5168 | 0.9178 | 0.9580 |
|
| 181 |
+
| No log | 2.5490 | 260 | 1.1010 | 0.5192 | 1.1010 | 1.0493 |
|
| 182 |
+
| No log | 2.5686 | 262 | 1.1899 | 0.4433 | 1.1899 | 1.0908 |
|
| 183 |
+
| No log | 2.5882 | 264 | 1.1575 | 0.4606 | 1.1575 | 1.0759 |
|
| 184 |
+
| No log | 2.6078 | 266 | 1.0484 | 0.5088 | 1.0484 | 1.0239 |
|
| 185 |
+
| No log | 2.6275 | 268 | 0.9198 | 0.5659 | 0.9198 | 0.9590 |
|
| 186 |
+
| No log | 2.6471 | 270 | 0.8563 | 0.5731 | 0.8563 | 0.9254 |
|
| 187 |
+
| No log | 2.6667 | 272 | 0.7785 | 0.5514 | 0.7785 | 0.8823 |
|
| 188 |
+
| No log | 2.6863 | 274 | 0.7638 | 0.5607 | 0.7638 | 0.8740 |
|
| 189 |
+
| No log | 2.7059 | 276 | 0.7660 | 0.5621 | 0.7660 | 0.8752 |
|
| 190 |
+
| No log | 2.7255 | 278 | 0.8348 | 0.5756 | 0.8348 | 0.9137 |
|
| 191 |
+
| No log | 2.7451 | 280 | 0.9468 | 0.4661 | 0.9468 | 0.9730 |
|
| 192 |
+
| No log | 2.7647 | 282 | 0.9764 | 0.4668 | 0.9764 | 0.9881 |
|
| 193 |
+
| No log | 2.7843 | 284 | 1.0112 | 0.4052 | 1.0112 | 1.0056 |
|
| 194 |
+
| No log | 2.8039 | 286 | 0.9865 | 0.3970 | 0.9865 | 0.9932 |
|
| 195 |
+
| No log | 2.8235 | 288 | 1.0541 | 0.4304 | 1.0541 | 1.0267 |
|
| 196 |
+
| No log | 2.8431 | 290 | 1.0763 | 0.3982 | 1.0763 | 1.0374 |
|
| 197 |
+
| No log | 2.8627 | 292 | 1.0839 | 0.4304 | 1.0839 | 1.0411 |
|
| 198 |
+
| No log | 2.8824 | 294 | 0.9746 | 0.4115 | 0.9746 | 0.9872 |
|
| 199 |
+
| No log | 2.9020 | 296 | 0.9174 | 0.4350 | 0.9174 | 0.9578 |
|
| 200 |
+
| No log | 2.9216 | 298 | 0.9469 | 0.5105 | 0.9469 | 0.9731 |
|
| 201 |
+
| No log | 2.9412 | 300 | 1.1713 | 0.4932 | 1.1713 | 1.0823 |
|
| 202 |
+
| No log | 2.9608 | 302 | 1.2549 | 0.4742 | 1.2549 | 1.1202 |
|
| 203 |
+
| No log | 2.9804 | 304 | 1.0607 | 0.4936 | 1.0607 | 1.0299 |
|
| 204 |
+
| No log | 3.0 | 306 | 0.8434 | 0.5774 | 0.8434 | 0.9183 |
|
| 205 |
+
| No log | 3.0196 | 308 | 0.7780 | 0.5839 | 0.7780 | 0.8820 |
|
| 206 |
+
| No log | 3.0392 | 310 | 0.7687 | 0.5688 | 0.7687 | 0.8768 |
|
| 207 |
+
| No log | 3.0588 | 312 | 0.8224 | 0.5326 | 0.8224 | 0.9069 |
|
| 208 |
+
| No log | 3.0784 | 314 | 0.9019 | 0.4921 | 0.9019 | 0.9497 |
|
| 209 |
+
| No log | 3.0980 | 316 | 0.9252 | 0.4909 | 0.9252 | 0.9619 |
|
| 210 |
+
| No log | 3.1176 | 318 | 1.0008 | 0.5388 | 1.0008 | 1.0004 |
|
| 211 |
+
| No log | 3.1373 | 320 | 1.0121 | 0.5637 | 1.0121 | 1.0060 |
|
| 212 |
+
| No log | 3.1569 | 322 | 0.8723 | 0.5658 | 0.8723 | 0.9340 |
|
| 213 |
+
| No log | 3.1765 | 324 | 0.7764 | 0.6023 | 0.7764 | 0.8811 |
|
| 214 |
+
| No log | 3.1961 | 326 | 0.7477 | 0.6051 | 0.7477 | 0.8647 |
|
| 215 |
+
| No log | 3.2157 | 328 | 0.7836 | 0.5660 | 0.7836 | 0.8852 |
|
| 216 |
+
| No log | 3.2353 | 330 | 0.9288 | 0.5346 | 0.9288 | 0.9637 |
|
| 217 |
+
| No log | 3.2549 | 332 | 1.1815 | 0.4533 | 1.1815 | 1.0870 |
|
| 218 |
+
| No log | 3.2745 | 334 | 1.2991 | 0.4186 | 1.2991 | 1.1398 |
|
| 219 |
+
| No log | 3.2941 | 336 | 1.1834 | 0.4723 | 1.1834 | 1.0879 |
|
| 220 |
+
| No log | 3.3137 | 338 | 1.0251 | 0.4186 | 1.0251 | 1.0125 |
|
| 221 |
+
| No log | 3.3333 | 340 | 0.8961 | 0.4479 | 0.8961 | 0.9466 |
|
| 222 |
+
| No log | 3.3529 | 342 | 0.8780 | 0.4262 | 0.8780 | 0.9370 |
|
| 223 |
+
| No log | 3.3725 | 344 | 0.9285 | 0.3897 | 0.9285 | 0.9636 |
|
| 224 |
+
| No log | 3.3922 | 346 | 1.0695 | 0.3667 | 1.0695 | 1.0341 |
|
| 225 |
+
| No log | 3.4118 | 348 | 1.1653 | 0.4001 | 1.1653 | 1.0795 |
|
| 226 |
+
| No log | 3.4314 | 350 | 1.0542 | 0.4106 | 1.0542 | 1.0267 |
|
| 227 |
+
| No log | 3.4510 | 352 | 0.9056 | 0.5055 | 0.9056 | 0.9516 |
|
| 228 |
+
| No log | 3.4706 | 354 | 0.8657 | 0.5335 | 0.8657 | 0.9305 |
|
| 229 |
+
| No log | 3.4902 | 356 | 0.8567 | 0.4952 | 0.8567 | 0.9256 |
|
| 230 |
+
| No log | 3.5098 | 358 | 0.8511 | 0.5468 | 0.8511 | 0.9225 |
|
| 231 |
+
| No log | 3.5294 | 360 | 0.8667 | 0.4998 | 0.8667 | 0.9309 |
|
| 232 |
+
| No log | 3.5490 | 362 | 0.9483 | 0.4521 | 0.9483 | 0.9738 |
|
| 233 |
+
| No log | 3.5686 | 364 | 1.0561 | 0.4511 | 1.0561 | 1.0277 |
|
| 234 |
+
| No log | 3.5882 | 366 | 0.9527 | 0.4422 | 0.9527 | 0.9761 |
|
| 235 |
+
| No log | 3.6078 | 368 | 0.8526 | 0.4340 | 0.8526 | 0.9234 |
|
| 236 |
+
| No log | 3.6275 | 370 | 0.8251 | 0.3854 | 0.8251 | 0.9084 |
|
| 237 |
+
| No log | 3.6471 | 372 | 0.8415 | 0.4799 | 0.8415 | 0.9173 |
|
| 238 |
+
| No log | 3.6667 | 374 | 0.8764 | 0.4501 | 0.8764 | 0.9362 |
|
| 239 |
+
| No log | 3.6863 | 376 | 0.9495 | 0.4974 | 0.9495 | 0.9744 |
|
| 240 |
+
| No log | 3.7059 | 378 | 1.0119 | 0.5260 | 1.0119 | 1.0059 |
|
| 241 |
+
| No log | 3.7255 | 380 | 0.9210 | 0.4906 | 0.9210 | 0.9597 |
|
| 242 |
+
| No log | 3.7451 | 382 | 0.8136 | 0.5114 | 0.8136 | 0.9020 |
|
| 243 |
+
| No log | 3.7647 | 384 | 0.7956 | 0.5550 | 0.7956 | 0.8920 |
|
| 244 |
+
| No log | 3.7843 | 386 | 0.8481 | 0.4402 | 0.8481 | 0.9209 |
|
| 245 |
+
| No log | 3.8039 | 388 | 0.9257 | 0.5115 | 0.9257 | 0.9621 |
|
| 246 |
+
| No log | 3.8235 | 390 | 1.0231 | 0.5330 | 1.0231 | 1.0115 |
|
| 247 |
+
| No log | 3.8431 | 392 | 0.9717 | 0.4989 | 0.9717 | 0.9858 |
|
| 248 |
+
| No log | 3.8627 | 394 | 0.9166 | 0.4771 | 0.9166 | 0.9574 |
|
| 249 |
+
| No log | 3.8824 | 396 | 0.8345 | 0.4722 | 0.8345 | 0.9135 |
|
| 250 |
+
| No log | 3.9020 | 398 | 0.7843 | 0.5944 | 0.7843 | 0.8856 |
|
| 251 |
+
| No log | 3.9216 | 400 | 0.7761 | 0.5329 | 0.7761 | 0.8810 |
|
| 252 |
+
| No log | 3.9412 | 402 | 0.8039 | 0.5400 | 0.8039 | 0.8966 |
|
| 253 |
+
| No log | 3.9608 | 404 | 0.9169 | 0.4879 | 0.9169 | 0.9575 |
|
| 254 |
+
| No log | 3.9804 | 406 | 1.0372 | 0.4813 | 1.0372 | 1.0184 |
|
| 255 |
+
| No log | 4.0 | 408 | 1.0704 | 0.4407 | 1.0704 | 1.0346 |
|
| 256 |
+
| No log | 4.0196 | 410 | 0.9993 | 0.4647 | 0.9993 | 0.9997 |
|
| 257 |
+
| No log | 4.0392 | 412 | 0.9878 | 0.4663 | 0.9878 | 0.9939 |
|
| 258 |
+
| No log | 4.0588 | 414 | 1.0082 | 0.4545 | 1.0082 | 1.0041 |
|
| 259 |
+
| No log | 4.0784 | 416 | 0.9509 | 0.4886 | 0.9509 | 0.9751 |
|
| 260 |
+
| No log | 4.0980 | 418 | 0.8736 | 0.4523 | 0.8736 | 0.9347 |
|
| 261 |
+
| No log | 4.1176 | 420 | 0.8779 | 0.4984 | 0.8779 | 0.9370 |
|
| 262 |
+
| No log | 4.1373 | 422 | 0.9033 | 0.5009 | 0.9033 | 0.9504 |
|
| 263 |
+
| No log | 4.1569 | 424 | 0.9833 | 0.5051 | 0.9833 | 0.9916 |
|
| 264 |
+
| No log | 4.1765 | 426 | 1.1398 | 0.4291 | 1.1398 | 1.0676 |
|
| 265 |
+
| No log | 4.1961 | 428 | 1.1651 | 0.4186 | 1.1651 | 1.0794 |
|
| 266 |
+
| No log | 4.2157 | 430 | 1.0220 | 0.3676 | 1.0220 | 1.0110 |
|
| 267 |
+
| No log | 4.2353 | 432 | 0.9165 | 0.4348 | 0.9165 | 0.9573 |
|
| 268 |
+
| No log | 4.2549 | 434 | 0.8986 | 0.4351 | 0.8986 | 0.9479 |
|
| 269 |
+
| No log | 4.2745 | 436 | 0.9281 | 0.4222 | 0.9281 | 0.9634 |
|
| 270 |
+
| No log | 4.2941 | 438 | 0.9746 | 0.3881 | 0.9746 | 0.9872 |
|
| 271 |
+
| No log | 4.3137 | 440 | 1.0525 | 0.3879 | 1.0525 | 1.0259 |
|
| 272 |
+
| No log | 4.3333 | 442 | 1.1955 | 0.4083 | 1.1955 | 1.0934 |
|
| 273 |
+
| No log | 4.3529 | 444 | 1.3270 | 0.4355 | 1.3270 | 1.1519 |
|
| 274 |
+
| No log | 4.3725 | 446 | 1.2706 | 0.4284 | 1.2706 | 1.1272 |
|
| 275 |
+
| No log | 4.3922 | 448 | 1.0771 | 0.5053 | 1.0771 | 1.0378 |
|
| 276 |
+
| No log | 4.4118 | 450 | 0.9682 | 0.4932 | 0.9682 | 0.9840 |
|
| 277 |
+
| No log | 4.4314 | 452 | 0.9497 | 0.4638 | 0.9497 | 0.9745 |
|
| 278 |
+
| No log | 4.4510 | 454 | 0.9894 | 0.4040 | 0.9894 | 0.9947 |
|
| 279 |
+
| No log | 4.4706 | 456 | 0.9616 | 0.2801 | 0.9616 | 0.9806 |
|
| 280 |
+
| No log | 4.4902 | 458 | 0.9406 | 0.3335 | 0.9406 | 0.9698 |
|
| 281 |
+
| No log | 4.5098 | 460 | 0.9379 | 0.3352 | 0.9379 | 0.9684 |
|
| 282 |
+
| No log | 4.5294 | 462 | 0.9001 | 0.4241 | 0.9001 | 0.9487 |
|
| 283 |
+
| No log | 4.5490 | 464 | 0.9319 | 0.4105 | 0.9319 | 0.9654 |
|
| 284 |
+
| No log | 4.5686 | 466 | 0.9609 | 0.3091 | 0.9609 | 0.9802 |
|
| 285 |
+
| No log | 4.5882 | 468 | 1.0231 | 0.3543 | 1.0231 | 1.0115 |
|
| 286 |
+
| No log | 4.6078 | 470 | 1.0304 | 0.3785 | 1.0304 | 1.0151 |
|
| 287 |
+
| No log | 4.6275 | 472 | 0.9975 | 0.3543 | 0.9975 | 0.9988 |
|
| 288 |
+
| No log | 4.6471 | 474 | 0.9554 | 0.3421 | 0.9554 | 0.9775 |
|
| 289 |
+
| No log | 4.6667 | 476 | 0.9825 | 0.3377 | 0.9825 | 0.9912 |
|
| 290 |
+
| No log | 4.6863 | 478 | 1.0395 | 0.3237 | 1.0395 | 1.0196 |
|
| 291 |
+
| No log | 4.7059 | 480 | 1.0959 | 0.3184 | 1.0959 | 1.0468 |
|
| 292 |
+
| No log | 4.7255 | 482 | 1.0729 | 0.3184 | 1.0729 | 1.0358 |
|
| 293 |
+
| No log | 4.7451 | 484 | 1.0008 | 0.3491 | 1.0008 | 1.0004 |
|
| 294 |
+
| No log | 4.7647 | 486 | 0.9199 | 0.3333 | 0.9199 | 0.9591 |
|
| 295 |
+
| No log | 4.7843 | 488 | 0.8792 | 0.4526 | 0.8792 | 0.9377 |
|
| 296 |
+
| No log | 4.8039 | 490 | 0.8987 | 0.3802 | 0.8987 | 0.9480 |
|
| 297 |
+
| No log | 4.8235 | 492 | 0.9349 | 0.3567 | 0.9349 | 0.9669 |
|
| 298 |
+
| No log | 4.8431 | 494 | 1.0392 | 0.3631 | 1.0392 | 1.0194 |
|
| 299 |
+
| No log | 4.8627 | 496 | 1.1436 | 0.3615 | 1.1436 | 1.0694 |
|
| 300 |
+
| No log | 4.8824 | 498 | 1.1084 | 0.3615 | 1.1084 | 1.0528 |
|
| 301 |
+
| 0.3355 | 4.9020 | 500 | 0.9871 | 0.3718 | 0.9871 | 0.9935 |
|
| 302 |
+
| 0.3355 | 4.9216 | 502 | 0.8791 | 0.3667 | 0.8791 | 0.9376 |
|
| 303 |
+
| 0.3355 | 4.9412 | 504 | 0.8144 | 0.4620 | 0.8144 | 0.9024 |
|
| 304 |
+
| 0.3355 | 4.9608 | 506 | 0.7911 | 0.4931 | 0.7911 | 0.8895 |
|
| 305 |
+
| 0.3355 | 4.9804 | 508 | 0.8159 | 0.4722 | 0.8159 | 0.9033 |
|
| 306 |
+
| 0.3355 | 5.0 | 510 | 0.8989 | 0.4217 | 0.8989 | 0.9481 |
|
| 307 |
+
| 0.3355 | 5.0196 | 512 | 0.9339 | 0.4217 | 0.9339 | 0.9664 |
|
| 308 |
+
| 0.3355 | 5.0392 | 514 | 0.8966 | 0.3813 | 0.8966 | 0.9469 |
|
| 309 |
+
| 0.3355 | 5.0588 | 516 | 0.8138 | 0.5424 | 0.8138 | 0.9021 |
|
| 310 |
+
| 0.3355 | 5.0784 | 518 | 0.7723 | 0.5805 | 0.7723 | 0.8788 |
|
| 311 |
+
| 0.3355 | 5.0980 | 520 | 0.7672 | 0.5872 | 0.7672 | 0.8759 |
|
| 312 |
+
| 0.3355 | 5.1176 | 522 | 0.8037 | 0.5447 | 0.8037 | 0.8965 |
|
| 313 |
+
| 0.3355 | 5.1373 | 524 | 0.9435 | 0.3703 | 0.9435 | 0.9713 |
|
| 314 |
+
| 0.3355 | 5.1569 | 526 | 1.1040 | 0.3798 | 1.1040 | 1.0507 |
|
| 315 |
+
| 0.3355 | 5.1765 | 528 | 1.1561 | 0.3676 | 1.1561 | 1.0752 |
|
| 316 |
+
| 0.3355 | 5.1961 | 530 | 1.0647 | 0.3845 | 1.0647 | 1.0318 |
|
| 317 |
+
| 0.3355 | 5.2157 | 532 | 0.9375 | 0.3436 | 0.9375 | 0.9683 |
|
| 318 |
+
| 0.3355 | 5.2353 | 534 | 0.8906 | 0.4340 | 0.8906 | 0.9437 |
|
| 319 |
+
| 0.3355 | 5.2549 | 536 | 0.8604 | 0.4202 | 0.8604 | 0.9276 |
|
| 320 |
+
| 0.3355 | 5.2745 | 538 | 0.8311 | 0.4072 | 0.8311 | 0.9117 |
|
| 321 |
+
| 0.3355 | 5.2941 | 540 | 0.8334 | 0.4131 | 0.8334 | 0.9129 |
|
| 322 |
+
| 0.3355 | 5.3137 | 542 | 0.8845 | 0.4824 | 0.8845 | 0.9405 |
|
| 323 |
+
| 0.3355 | 5.3333 | 544 | 0.8748 | 0.5124 | 0.8748 | 0.9353 |
|
| 324 |
+
| 0.3355 | 5.3529 | 546 | 0.8793 | 0.5140 | 0.8793 | 0.9377 |
|
| 325 |
+
| 0.3355 | 5.3725 | 548 | 0.9531 | 0.4297 | 0.9531 | 0.9763 |
|
| 326 |
+
| 0.3355 | 5.3922 | 550 | 0.9160 | 0.4418 | 0.9160 | 0.9571 |
|
| 327 |
+
| 0.3355 | 5.4118 | 552 | 0.8829 | 0.4130 | 0.8829 | 0.9396 |
|
| 328 |
+
| 0.3355 | 5.4314 | 554 | 0.8601 | 0.4065 | 0.8601 | 0.9274 |
|
| 329 |
+
| 0.3355 | 5.4510 | 556 | 0.8442 | 0.4381 | 0.8442 | 0.9188 |
|
| 330 |
+
| 0.3355 | 5.4706 | 558 | 0.8394 | 0.4381 | 0.8395 | 0.9162 |
|
| 331 |
+
| 0.3355 | 5.4902 | 560 | 0.8605 | 0.4164 | 0.8605 | 0.9277 |
|
| 332 |
+
| 0.3355 | 5.5098 | 562 | 0.8968 | 0.4013 | 0.8968 | 0.9470 |
|
| 333 |
+
| 0.3355 | 5.5294 | 564 | 0.8815 | 0.4533 | 0.8815 | 0.9389 |
|
| 334 |
+
| 0.3355 | 5.5490 | 566 | 0.9072 | 0.4440 | 0.9072 | 0.9525 |
|
| 335 |
+
| 0.3355 | 5.5686 | 568 | 0.9010 | 0.4440 | 0.9010 | 0.9492 |
|
| 336 |
+
| 0.3355 | 5.5882 | 570 | 0.8331 | 0.5183 | 0.8331 | 0.9127 |
|
| 337 |
+
| 0.3355 | 5.6078 | 572 | 0.8031 | 0.5353 | 0.8031 | 0.8961 |
|
| 338 |
+
| 0.3355 | 5.6275 | 574 | 0.8551 | 0.4131 | 0.8551 | 0.9247 |
|
| 339 |
+
| 0.3355 | 5.6471 | 576 | 0.9514 | 0.3800 | 0.9514 | 0.9754 |
|
| 340 |
+
| 0.3355 | 5.6667 | 578 | 1.0415 | 0.3427 | 1.0415 | 1.0205 |
|
| 341 |
+
| 0.3355 | 5.6863 | 580 | 1.0259 | 0.3148 | 1.0259 | 1.0129 |
|
| 342 |
+
| 0.3355 | 5.7059 | 582 | 0.9888 | 0.3600 | 0.9888 | 0.9944 |
|
| 343 |
+
| 0.3355 | 5.7255 | 584 | 1.0098 | 0.3703 | 1.0098 | 1.0049 |
|
| 344 |
+
| 0.3355 | 5.7451 | 586 | 1.0351 | 0.3798 | 1.0351 | 1.0174 |
|
| 345 |
+
| 0.3355 | 5.7647 | 588 | 0.9694 | 0.4705 | 0.9694 | 0.9846 |
|
| 346 |
+
| 0.3355 | 5.7843 | 590 | 0.8735 | 0.6162 | 0.8735 | 0.9346 |
|
| 347 |
+
| 0.3355 | 5.8039 | 592 | 0.7610 | 0.5587 | 0.7610 | 0.8724 |
|
| 348 |
+
| 0.3355 | 5.8235 | 594 | 0.7119 | 0.6038 | 0.7119 | 0.8437 |
|
| 349 |
+
| 0.3355 | 5.8431 | 596 | 0.7064 | 0.5909 | 0.7064 | 0.8405 |
|
| 350 |
+
| 0.3355 | 5.8627 | 598 | 0.7146 | 0.5862 | 0.7146 | 0.8454 |
|
| 351 |
+
| 0.3355 | 5.8824 | 600 | 0.7912 | 0.6089 | 0.7912 | 0.8895 |
|
| 352 |
+
| 0.3355 | 5.9020 | 602 | 0.8782 | 0.6427 | 0.8782 | 0.9371 |
|
| 353 |
+
| 0.3355 | 5.9216 | 604 | 0.8865 | 0.6257 | 0.8865 | 0.9415 |
|
| 354 |
+
| 0.3355 | 5.9412 | 606 | 0.9222 | 0.5650 | 0.9222 | 0.9603 |
|
| 355 |
+
| 0.3355 | 5.9608 | 608 | 0.9085 | 0.4741 | 0.9085 | 0.9531 |
|
| 356 |
+
| 0.3355 | 5.9804 | 610 | 0.8800 | 0.4131 | 0.8800 | 0.9381 |
|
| 357 |
+
| 0.3355 | 6.0 | 612 | 0.8818 | 0.4803 | 0.8818 | 0.9390 |
|
| 358 |
+
| 0.3355 | 6.0196 | 614 | 0.9196 | 0.5287 | 0.9196 | 0.9589 |
|
| 359 |
+
| 0.3355 | 6.0392 | 616 | 0.9183 | 0.56 | 0.9183 | 0.9583 |
|
| 360 |
+
| 0.3355 | 6.0588 | 618 | 0.9102 | 0.5685 | 0.9102 | 0.9540 |
|
| 361 |
+
| 0.3355 | 6.0784 | 620 | 0.9242 | 0.5054 | 0.9242 | 0.9613 |
|
| 362 |
+
| 0.3355 | 6.0980 | 622 | 0.9514 | 0.4921 | 0.9514 | 0.9754 |
|
| 363 |
+
| 0.3355 | 6.1176 | 624 | 0.9140 | 0.5250 | 0.9140 | 0.9560 |
|
| 364 |
+
| 0.3355 | 6.1373 | 626 | 0.8542 | 0.4822 | 0.8542 | 0.9242 |
|
| 365 |
+
| 0.3355 | 6.1569 | 628 | 0.8027 | 0.5447 | 0.8027 | 0.8959 |
|
| 366 |
+
| 0.3355 | 6.1765 | 630 | 0.7899 | 0.5577 | 0.7899 | 0.8888 |
|
| 367 |
+
| 0.3355 | 6.1961 | 632 | 0.8005 | 0.5446 | 0.8005 | 0.8947 |
|
| 368 |
+
| 0.3355 | 6.2157 | 634 | 0.8197 | 0.5030 | 0.8197 | 0.9054 |
|
| 369 |
+
| 0.3355 | 6.2353 | 636 | 0.8525 | 0.4513 | 0.8525 | 0.9233 |
|
| 370 |
+
| 0.3355 | 6.2549 | 638 | 0.9257 | 0.4751 | 0.9257 | 0.9621 |
|
| 371 |
+
| 0.3355 | 6.2745 | 640 | 0.9508 | 0.3585 | 0.9508 | 0.9751 |
|
| 372 |
+
| 0.3355 | 6.2941 | 642 | 0.8877 | 0.4552 | 0.8877 | 0.9422 |
|
| 373 |
+
| 0.3355 | 6.3137 | 644 | 0.8277 | 0.4845 | 0.8277 | 0.9098 |
|
| 374 |
+
| 0.3355 | 6.3333 | 646 | 0.7579 | 0.5898 | 0.7579 | 0.8706 |
|
| 375 |
+
| 0.3355 | 6.3529 | 648 | 0.7452 | 0.6002 | 0.7452 | 0.8632 |
|
| 376 |
+
| 0.3355 | 6.3725 | 650 | 0.7615 | 0.5774 | 0.7615 | 0.8726 |
|
| 377 |
+
| 0.3355 | 6.3922 | 652 | 0.8608 | 0.4591 | 0.8608 | 0.9278 |
|
| 378 |
+
| 0.3355 | 6.4118 | 654 | 1.0048 | 0.4025 | 1.0048 | 1.0024 |
|
| 379 |
+
| 0.3355 | 6.4314 | 656 | 1.0375 | 0.4025 | 1.0375 | 1.0186 |
|
| 380 |
+
| 0.3355 | 6.4510 | 658 | 0.9646 | 0.3932 | 0.9646 | 0.9821 |
|
| 381 |
+
| 0.3355 | 6.4706 | 660 | 0.8950 | 0.4110 | 0.8950 | 0.9461 |
|
| 382 |
+
| 0.3355 | 6.4902 | 662 | 0.8499 | 0.4796 | 0.8499 | 0.9219 |
|
| 383 |
+
| 0.3355 | 6.5098 | 664 | 0.8373 | 0.4852 | 0.8373 | 0.9151 |
|
| 384 |
+
| 0.3355 | 6.5294 | 666 | 0.8271 | 0.5143 | 0.8271 | 0.9095 |
|
| 385 |
+
| 0.3355 | 6.5490 | 668 | 0.8163 | 0.4691 | 0.8163 | 0.9035 |
|
| 386 |
+
| 0.3355 | 6.5686 | 670 | 0.8237 | 0.4852 | 0.8237 | 0.9076 |
|
| 387 |
+
| 0.3355 | 6.5882 | 672 | 0.8858 | 0.3918 | 0.8858 | 0.9412 |
|
| 388 |
+
| 0.3355 | 6.6078 | 674 | 1.0485 | 0.3684 | 1.0485 | 1.0240 |
|
| 389 |
+
| 0.3355 | 6.6275 | 676 | 1.2513 | 0.4586 | 1.2513 | 1.1186 |
|
| 390 |
+
| 0.3355 | 6.6471 | 678 | 1.4428 | 0.3471 | 1.4428 | 1.2012 |
|
| 391 |
+
| 0.3355 | 6.6667 | 680 | 1.5102 | 0.3275 | 1.5102 | 1.2289 |
|
| 392 |
+
| 0.3355 | 6.6863 | 682 | 1.4180 | 0.3261 | 1.4180 | 1.1908 |
|
| 393 |
+
| 0.3355 | 6.7059 | 684 | 1.2269 | 0.4048 | 1.2269 | 1.1077 |
|
| 394 |
+
| 0.3355 | 6.7255 | 686 | 1.0245 | 0.4033 | 1.0245 | 1.0122 |
|
| 395 |
+
| 0.3355 | 6.7451 | 688 | 0.9056 | 0.3421 | 0.9056 | 0.9516 |
|
| 396 |
+
| 0.3355 | 6.7647 | 690 | 0.8438 | 0.3380 | 0.8438 | 0.9186 |
|
| 397 |
+
| 0.3355 | 6.7843 | 692 | 0.8293 | 0.4429 | 0.8293 | 0.9106 |
|
| 398 |
+
| 0.3355 | 6.8039 | 694 | 0.8355 | 0.5044 | 0.8355 | 0.9140 |
|
| 399 |
+
| 0.3355 | 6.8235 | 696 | 0.8514 | 0.5156 | 0.8514 | 0.9227 |
|
| 400 |
+
| 0.3355 | 6.8431 | 698 | 0.9195 | 0.4511 | 0.9195 | 0.9589 |
|
| 401 |
+
| 0.3355 | 6.8627 | 700 | 0.9364 | 0.4511 | 0.9364 | 0.9677 |
|
| 402 |
+
| 0.3355 | 6.8824 | 702 | 0.8692 | 0.5002 | 0.8692 | 0.9323 |
|
| 403 |
+
| 0.3355 | 6.9020 | 704 | 0.8138 | 0.5712 | 0.8138 | 0.9021 |
|
| 404 |
+
| 0.3355 | 6.9216 | 706 | 0.7834 | 0.4764 | 0.7834 | 0.8851 |
|
| 405 |
+
| 0.3355 | 6.9412 | 708 | 0.8145 | 0.4657 | 0.8145 | 0.9025 |
|
| 406 |
+
| 0.3355 | 6.9608 | 710 | 0.9082 | 0.2698 | 0.9082 | 0.9530 |
|
| 407 |
+
| 0.3355 | 6.9804 | 712 | 0.9788 | 0.3461 | 0.9788 | 0.9893 |
|
| 408 |
+
| 0.3355 | 7.0 | 714 | 1.0313 | 0.3316 | 1.0313 | 1.0155 |
|
| 409 |
+
| 0.3355 | 7.0196 | 716 | 1.0902 | 0.3777 | 1.0902 | 1.0441 |
|
| 410 |
+
| 0.3355 | 7.0392 | 718 | 1.1575 | 0.3605 | 1.1575 | 1.0759 |
|
| 411 |
+
| 0.3355 | 7.0588 | 720 | 1.1784 | 0.3624 | 1.1784 | 1.0855 |
|
| 412 |
+
| 0.3355 | 7.0784 | 722 | 1.1079 | 0.3791 | 1.1079 | 1.0526 |
|
| 413 |
+
| 0.3355 | 7.0980 | 724 | 0.9772 | 0.4481 | 0.9772 | 0.9886 |
|
| 414 |
+
| 0.3355 | 7.1176 | 726 | 0.8750 | 0.4202 | 0.8750 | 0.9354 |
|
| 415 |
+
| 0.3355 | 7.1373 | 728 | 0.8198 | 0.4671 | 0.8198 | 0.9054 |
|
| 416 |
+
| 0.3355 | 7.1569 | 730 | 0.7961 | 0.5381 | 0.7961 | 0.8923 |
|
| 417 |
+
| 0.3355 | 7.1765 | 732 | 0.8147 | 0.4724 | 0.8147 | 0.9026 |
|
| 418 |
+
| 0.3355 | 7.1961 | 734 | 0.8773 | 0.3941 | 0.8773 | 0.9366 |
|
| 419 |
+
| 0.3355 | 7.2157 | 736 | 0.9287 | 0.3243 | 0.9287 | 0.9637 |
|
| 420 |
+
| 0.3355 | 7.2353 | 738 | 0.9638 | 0.3111 | 0.9638 | 0.9817 |
|
| 421 |
+
| 0.3355 | 7.2549 | 740 | 1.0153 | 0.3197 | 1.0153 | 1.0076 |
|
| 422 |
+
| 0.3355 | 7.2745 | 742 | 0.9961 | 0.3465 | 0.9961 | 0.9980 |
|
| 423 |
+
| 0.3355 | 7.2941 | 744 | 0.9499 | 0.3923 | 0.9499 | 0.9746 |
|
| 424 |
+
| 0.3355 | 7.3137 | 746 | 0.9182 | 0.3705 | 0.9182 | 0.9582 |
|
| 425 |
+
| 0.3355 | 7.3333 | 748 | 0.9104 | 0.3465 | 0.9104 | 0.9542 |
|
| 426 |
+
| 0.3355 | 7.3529 | 750 | 0.9733 | 0.3465 | 0.9733 | 0.9866 |
|
| 427 |
+
| 0.3355 | 7.3725 | 752 | 1.0440 | 0.3995 | 1.0440 | 1.0218 |
|
| 428 |
+
| 0.3355 | 7.3922 | 754 | 1.0630 | 0.3998 | 1.0630 | 1.0310 |
|
| 429 |
+
| 0.3355 | 7.4118 | 756 | 1.0220 | 0.3487 | 1.0220 | 1.0109 |
|
| 430 |
+
| 0.3355 | 7.4314 | 758 | 0.9901 | 0.4016 | 0.9901 | 0.9950 |
|
| 431 |
+
| 0.3355 | 7.4510 | 760 | 0.9899 | 0.4521 | 0.9899 | 0.9949 |
|
| 432 |
+
| 0.3355 | 7.4706 | 762 | 0.9896 | 0.4521 | 0.9896 | 0.9948 |
|
| 433 |
+
| 0.3355 | 7.4902 | 764 | 1.0045 | 0.4521 | 1.0045 | 1.0022 |
|
| 434 |
+
| 0.3355 | 7.5098 | 766 | 0.9664 | 0.4521 | 0.9664 | 0.9831 |
|
| 435 |
+
| 0.3355 | 7.5294 | 768 | 0.9153 | 0.4133 | 0.9153 | 0.9567 |
|
| 436 |
+
| 0.3355 | 7.5490 | 770 | 0.8997 | 0.4583 | 0.8997 | 0.9485 |
|
| 437 |
+
| 0.3355 | 7.5686 | 772 | 0.8973 | 0.4583 | 0.8973 | 0.9473 |
|
| 438 |
+
| 0.3355 | 7.5882 | 774 | 0.9030 | 0.4924 | 0.9030 | 0.9502 |
|
| 439 |
+
| 0.3355 | 7.6078 | 776 | 0.9099 | 0.4591 | 0.9099 | 0.9539 |
|
| 440 |
+
| 0.3355 | 7.6275 | 778 | 0.9231 | 0.4583 | 0.9231 | 0.9608 |
|
| 441 |
+
| 0.3355 | 7.6471 | 780 | 0.9974 | 0.4410 | 0.9974 | 0.9987 |
|
| 442 |
+
| 0.3355 | 7.6667 | 782 | 1.0618 | 0.4403 | 1.0618 | 1.0304 |
|
| 443 |
+
| 0.3355 | 7.6863 | 784 | 1.0190 | 0.4618 | 1.0190 | 1.0095 |
|
| 444 |
+
| 0.3355 | 7.7059 | 786 | 0.8837 | 0.5532 | 0.8837 | 0.9401 |
|
| 445 |
+
| 0.3355 | 7.7255 | 788 | 0.7782 | 0.5493 | 0.7782 | 0.8822 |
|
| 446 |
+
| 0.3355 | 7.7451 | 790 | 0.7501 | 0.5624 | 0.7501 | 0.8661 |
|
| 447 |
+
| 0.3355 | 7.7647 | 792 | 0.7942 | 0.5637 | 0.7942 | 0.8912 |
|
| 448 |
+
| 0.3355 | 7.7843 | 794 | 0.8943 | 0.5427 | 0.8943 | 0.9457 |
|
| 449 |
+
| 0.3355 | 7.8039 | 796 | 0.9167 | 0.5135 | 0.9167 | 0.9574 |
|
| 450 |
+
| 0.3355 | 7.8235 | 798 | 0.8650 | 0.5448 | 0.8650 | 0.9300 |
|
| 451 |
+
| 0.3355 | 7.8431 | 800 | 0.7866 | 0.4968 | 0.7866 | 0.8869 |
|
| 452 |
+
| 0.3355 | 7.8627 | 802 | 0.7668 | 0.5012 | 0.7668 | 0.8757 |
|
| 453 |
+
| 0.3355 | 7.8824 | 804 | 0.7747 | 0.5044 | 0.7747 | 0.8802 |
|
| 454 |
+
| 0.3355 | 7.9020 | 806 | 0.7774 | 0.5044 | 0.7774 | 0.8817 |
|
| 455 |
+
| 0.3355 | 7.9216 | 808 | 0.7846 | 0.4865 | 0.7846 | 0.8858 |
|
| 456 |
+
| 0.3355 | 7.9412 | 810 | 0.8255 | 0.4681 | 0.8255 | 0.9086 |
|
| 457 |
+
| 0.3355 | 7.9608 | 812 | 0.8971 | 0.4495 | 0.8971 | 0.9472 |
|
| 458 |
+
| 0.3355 | 7.9804 | 814 | 0.9657 | 0.4655 | 0.9657 | 0.9827 |
|
| 459 |
+
| 0.3355 | 8.0 | 816 | 1.0027 | 0.4414 | 1.0027 | 1.0014 |
|
| 460 |
+
| 0.3355 | 8.0196 | 818 | 0.9844 | 0.4426 | 0.9844 | 0.9922 |
|
| 461 |
+
| 0.3355 | 8.0392 | 820 | 0.9373 | 0.4254 | 0.9373 | 0.9682 |
|
| 462 |
+
| 0.3355 | 8.0588 | 822 | 0.8562 | 0.4507 | 0.8562 | 0.9253 |
|
| 463 |
+
| 0.3355 | 8.0784 | 824 | 0.8112 | 0.4568 | 0.8112 | 0.9006 |
|
| 464 |
+
| 0.3355 | 8.0980 | 826 | 0.8148 | 0.4568 | 0.8148 | 0.9027 |
|
| 465 |
+
| 0.3355 | 8.1176 | 828 | 0.8572 | 0.4293 | 0.8572 | 0.9258 |
|
| 466 |
+
| 0.3355 | 8.1373 | 830 | 0.9567 | 0.3923 | 0.9567 | 0.9781 |
|
| 467 |
+
| 0.3355 | 8.1569 | 832 | 1.0124 | 0.3923 | 1.0124 | 1.0062 |
|
| 468 |
+
| 0.3355 | 8.1765 | 834 | 1.0202 | 0.3438 | 1.0202 | 1.0101 |
|
| 469 |
+
| 0.3355 | 8.1961 | 836 | 0.9523 | 0.3359 | 0.9523 | 0.9759 |
|
| 470 |
+
| 0.3355 | 8.2157 | 838 | 0.8914 | 0.4107 | 0.8914 | 0.9442 |
|
| 471 |
+
| 0.3355 | 8.2353 | 840 | 0.8624 | 0.4108 | 0.8624 | 0.9287 |
|
| 472 |
+
| 0.3355 | 8.2549 | 842 | 0.8356 | 0.4459 | 0.8356 | 0.9141 |
|
| 473 |
+
| 0.3355 | 8.2745 | 844 | 0.8444 | 0.3590 | 0.8444 | 0.9189 |
|
| 474 |
+
| 0.3355 | 8.2941 | 846 | 0.8556 | 0.3335 | 0.8556 | 0.9250 |
|
| 475 |
+
| 0.3355 | 8.3137 | 848 | 0.8498 | 0.3720 | 0.8498 | 0.9218 |
|
| 476 |
+
| 0.3355 | 8.3333 | 850 | 0.8300 | 0.4595 | 0.8300 | 0.9110 |
|
| 477 |
+
| 0.3355 | 8.3529 | 852 | 0.8513 | 0.4293 | 0.8513 | 0.9227 |
|
| 478 |
+
| 0.3355 | 8.3725 | 854 | 0.9042 | 0.4453 | 0.9042 | 0.9509 |
|
| 479 |
+
| 0.3355 | 8.3922 | 856 | 0.8852 | 0.4771 | 0.8852 | 0.9408 |
|
| 480 |
+
| 0.3355 | 8.4118 | 858 | 0.8345 | 0.4703 | 0.8345 | 0.9135 |
|
| 481 |
+
| 0.3355 | 8.4314 | 860 | 0.8346 | 0.4712 | 0.8346 | 0.9136 |
|
| 482 |
+
| 0.3355 | 8.4510 | 862 | 0.8327 | 0.4072 | 0.8327 | 0.9125 |
|
| 483 |
+
| 0.3355 | 8.4706 | 864 | 0.8574 | 0.3613 | 0.8574 | 0.9260 |
|
| 484 |
+
| 0.3355 | 8.4902 | 866 | 0.9080 | 0.3584 | 0.9080 | 0.9529 |
|
| 485 |
+
| 0.3355 | 8.5098 | 868 | 0.9299 | 0.3816 | 0.9299 | 0.9643 |
|
| 486 |
+
| 0.3355 | 8.5294 | 870 | 0.9252 | 0.4591 | 0.9252 | 0.9619 |
|
| 487 |
+
| 0.3355 | 8.5490 | 872 | 0.9194 | 0.4591 | 0.9194 | 0.9588 |
|
| 488 |
+
| 0.3355 | 8.5686 | 874 | 0.8966 | 0.4591 | 0.8966 | 0.9469 |
|
| 489 |
+
| 0.3355 | 8.5882 | 876 | 0.8541 | 0.4382 | 0.8541 | 0.9242 |
|
| 490 |
+
| 0.3355 | 8.6078 | 878 | 0.8254 | 0.4166 | 0.8254 | 0.9085 |
|
| 491 |
+
| 0.3355 | 8.6275 | 880 | 0.8219 | 0.4295 | 0.8219 | 0.9066 |
|
| 492 |
+
| 0.3355 | 8.6471 | 882 | 0.8122 | 0.3697 | 0.8122 | 0.9012 |
|
| 493 |
+
| 0.3355 | 8.6667 | 884 | 0.8150 | 0.3464 | 0.8150 | 0.9027 |
|
| 494 |
+
| 0.3355 | 8.6863 | 886 | 0.8183 | 0.4165 | 0.8183 | 0.9046 |
|
| 495 |
+
| 0.3355 | 8.7059 | 888 | 0.8287 | 0.3841 | 0.8287 | 0.9103 |
|
| 496 |
+
| 0.3355 | 8.7255 | 890 | 0.8611 | 0.4034 | 0.8611 | 0.9279 |
|
| 497 |
+
| 0.3355 | 8.7451 | 892 | 0.8903 | 0.4128 | 0.8903 | 0.9436 |
|
| 498 |
+
| 0.3355 | 8.7647 | 894 | 0.8910 | 0.4128 | 0.8910 | 0.9440 |
|
| 499 |
+
| 0.3355 | 8.7843 | 896 | 0.9012 | 0.4128 | 0.9012 | 0.9493 |
|
| 500 |
+
| 0.3355 | 8.8039 | 898 | 0.8899 | 0.3421 | 0.8899 | 0.9433 |
|
| 501 |
+
| 0.3355 | 8.8235 | 900 | 0.9220 | 0.3596 | 0.9220 | 0.9602 |
|
| 502 |
+
| 0.3355 | 8.8431 | 902 | 0.9427 | 0.3831 | 0.9427 | 0.9709 |
|
| 503 |
+
| 0.3355 | 8.8627 | 904 | 0.9342 | 0.4186 | 0.9342 | 0.9665 |
|
| 504 |
+
| 0.3355 | 8.8824 | 906 | 0.9408 | 0.4302 | 0.9408 | 0.9699 |
|
| 505 |
+
| 0.3355 | 8.9020 | 908 | 0.9185 | 0.4527 | 0.9185 | 0.9584 |
|
| 506 |
+
| 0.3355 | 8.9216 | 910 | 0.8698 | 0.5140 | 0.8698 | 0.9327 |
|
| 507 |
+
| 0.3355 | 8.9412 | 912 | 0.8149 | 0.5130 | 0.8149 | 0.9027 |
|
| 508 |
+
| 0.3355 | 8.9608 | 914 | 0.7904 | 0.5447 | 0.7904 | 0.8891 |
|
| 509 |
+
| 0.3355 | 8.9804 | 916 | 0.7737 | 0.5610 | 0.7737 | 0.8796 |
|
| 510 |
+
| 0.3355 | 9.0 | 918 | 0.7686 | 0.5610 | 0.7686 | 0.8767 |
|
| 511 |
+
| 0.3355 | 9.0196 | 920 | 0.7862 | 0.5610 | 0.7862 | 0.8867 |
|
| 512 |
+
| 0.3355 | 9.0392 | 922 | 0.8290 | 0.4552 | 0.8290 | 0.9105 |
|
| 513 |
+
| 0.3355 | 9.0588 | 924 | 0.8326 | 0.4881 | 0.8326 | 0.9125 |
|
| 514 |
+
| 0.3355 | 9.0784 | 926 | 0.7978 | 0.4894 | 0.7978 | 0.8932 |
|
| 515 |
+
| 0.3355 | 9.0980 | 928 | 0.7979 | 0.5536 | 0.7979 | 0.8933 |
|
| 516 |
+
| 0.3355 | 9.1176 | 930 | 0.8471 | 0.5140 | 0.8471 | 0.9204 |
|
| 517 |
+
| 0.3355 | 9.1373 | 932 | 0.9006 | 0.5105 | 0.9006 | 0.9490 |
|
| 518 |
+
| 0.3355 | 9.1569 | 934 | 0.8647 | 0.5427 | 0.8647 | 0.9299 |
|
| 519 |
+
| 0.3355 | 9.1765 | 936 | 0.7890 | 0.5905 | 0.7890 | 0.8882 |
|
| 520 |
+
| 0.3355 | 9.1961 | 938 | 0.7303 | 0.6154 | 0.7303 | 0.8546 |
|
| 521 |
+
| 0.3355 | 9.2157 | 940 | 0.7302 | 0.5962 | 0.7302 | 0.8545 |
|
| 522 |
+
| 0.3355 | 9.2353 | 942 | 0.7514 | 0.5718 | 0.7514 | 0.8669 |
|
| 523 |
+
| 0.3355 | 9.2549 | 944 | 0.7960 | 0.5610 | 0.7960 | 0.8922 |
|
| 524 |
+
| 0.3355 | 9.2745 | 946 | 0.8747 | 0.5086 | 0.8747 | 0.9352 |
|
| 525 |
+
| 0.3355 | 9.2941 | 948 | 0.9085 | 0.4722 | 0.9085 | 0.9532 |
|
| 526 |
+
| 0.3355 | 9.3137 | 950 | 0.9058 | 0.4334 | 0.9058 | 0.9517 |
|
| 527 |
+
| 0.3355 | 9.3333 | 952 | 0.8864 | 0.5233 | 0.8864 | 0.9415 |
|
| 528 |
+
| 0.3355 | 9.3529 | 954 | 0.8185 | 0.5379 | 0.8185 | 0.9047 |
|
| 529 |
+
| 0.3355 | 9.3725 | 956 | 0.7986 | 0.5577 | 0.7986 | 0.8936 |
|
| 530 |
+
| 0.3355 | 9.3922 | 958 | 0.8040 | 0.6111 | 0.8040 | 0.8966 |
|
| 531 |
+
| 0.3355 | 9.4118 | 960 | 0.8149 | 0.6263 | 0.8149 | 0.9027 |
|
| 532 |
+
| 0.3355 | 9.4314 | 962 | 0.8342 | 0.5403 | 0.8342 | 0.9133 |
|
| 533 |
+
| 0.3355 | 9.4510 | 964 | 0.8469 | 0.5672 | 0.8469 | 0.9203 |
|
| 534 |
+
| 0.3355 | 9.4706 | 966 | 0.8742 | 0.5627 | 0.8742 | 0.9350 |
|
| 535 |
+
| 0.3355 | 9.4902 | 968 | 0.9066 | 0.5347 | 0.9066 | 0.9521 |
|
| 536 |
+
| 0.3355 | 9.5098 | 970 | 0.9014 | 0.5347 | 0.9014 | 0.9494 |
|
| 537 |
+
| 0.3355 | 9.5294 | 972 | 0.8553 | 0.5403 | 0.8553 | 0.9248 |
|
| 538 |
+
| 0.3355 | 9.5490 | 974 | 0.7989 | 0.5444 | 0.7989 | 0.8938 |
|
| 539 |
+
| 0.3355 | 9.5686 | 976 | 0.7481 | 0.5324 | 0.7481 | 0.8649 |
|
| 540 |
+
| 0.3355 | 9.5882 | 978 | 0.7341 | 0.6240 | 0.7341 | 0.8568 |
|
| 541 |
+
| 0.3355 | 9.6078 | 980 | 0.7356 | 0.6240 | 0.7356 | 0.8577 |
|
| 542 |
+
| 0.3355 | 9.6275 | 982 | 0.7493 | 0.6144 | 0.7493 | 0.8656 |
|
| 543 |
+
| 0.3355 | 9.6471 | 984 | 0.7822 | 0.5536 | 0.7822 | 0.8844 |
|
| 544 |
+
| 0.3355 | 9.6667 | 986 | 0.8047 | 0.5823 | 0.8047 | 0.8971 |
|
| 545 |
+
| 0.3355 | 9.6863 | 988 | 0.8249 | 0.5260 | 0.8249 | 0.9082 |
|
| 546 |
+
| 0.3355 | 9.7059 | 990 | 0.8239 | 0.4943 | 0.8239 | 0.9077 |
|
| 547 |
+
| 0.3355 | 9.7255 | 992 | 0.7932 | 0.5044 | 0.7932 | 0.8906 |
|
| 548 |
+
| 0.3355 | 9.7451 | 994 | 0.7578 | 0.5201 | 0.7578 | 0.8705 |
|
| 549 |
+
| 0.3355 | 9.7647 | 996 | 0.7377 | 0.5810 | 0.7377 | 0.8589 |
|
| 550 |
+
| 0.3355 | 9.7843 | 998 | 0.7459 | 0.4898 | 0.7459 | 0.8636 |
|
| 551 |
+
| 0.0776 | 9.8039 | 1000 | 0.7706 | 0.4377 | 0.7706 | 0.8778 |
|
| 552 |
+
| 0.0776 | 9.8235 | 1002 | 0.8106 | 0.4568 | 0.8106 | 0.9003 |
|
| 553 |
+
| 0.0776 | 9.8431 | 1004 | 0.8712 | 0.3902 | 0.8712 | 0.9334 |
|
| 554 |
+
| 0.0776 | 9.8627 | 1006 | 0.9004 | 0.3636 | 0.9004 | 0.9489 |
|
| 555 |
+
| 0.0776 | 9.8824 | 1008 | 0.9323 | 0.3231 | 0.9323 | 0.9656 |
|
| 556 |
+
| 0.0776 | 9.9020 | 1010 | 0.9373 | 0.3231 | 0.9373 | 0.9682 |
|
| 557 |
+
| 0.0776 | 9.9216 | 1012 | 0.8936 | 0.3138 | 0.8936 | 0.9453 |
|
| 558 |
+
|
| 559 |
+
|
| 560 |
+
### Framework versions
|
| 561 |
+
|
| 562 |
+
- Transformers 4.44.2
|
| 563 |
+
- Pytorch 2.4.0+cu118
|
| 564 |
+
- Datasets 2.21.0
|
| 565 |
+
- 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:c2ae641891cd9b767ea37f9c238c5c2282092b6de3c760bedb2f4f861f10447a
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:052f4938528f26622d9bd998e2749d4d5c5ccfb34971e7e02dcefaace92f4a37
|
| 3 |
+
size 5304
|