Training in progress, step 500
Browse files- README.md +637 -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 |
+
- generated_from_trainer
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| 6 |
+
model-index:
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| 7 |
+
- name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task7_organization
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| 8 |
+
results: []
|
| 9 |
+
---
|
| 10 |
+
|
| 11 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 12 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 13 |
+
|
| 14 |
+
# ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task7_organization
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| 15 |
+
|
| 16 |
+
This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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| 17 |
+
It achieves the following results on the evaluation set:
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| 18 |
+
- Loss: 0.5246
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| 19 |
+
- Qwk: 0.3958
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| 20 |
+
- Mse: 0.5246
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| 21 |
+
- Rmse: 0.7243
|
| 22 |
+
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| 23 |
+
## Model description
|
| 24 |
+
|
| 25 |
+
More information needed
|
| 26 |
+
|
| 27 |
+
## Intended uses & limitations
|
| 28 |
+
|
| 29 |
+
More information needed
|
| 30 |
+
|
| 31 |
+
## Training and evaluation data
|
| 32 |
+
|
| 33 |
+
More information needed
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| 34 |
+
|
| 35 |
+
## Training procedure
|
| 36 |
+
|
| 37 |
+
### Training hyperparameters
|
| 38 |
+
|
| 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 |
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- 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 |
+
- 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
|
| 47 |
+
|
| 48 |
+
### Training results
|
| 49 |
+
|
| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|
| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0741 | 2 | 2.6908 | -0.0230 | 2.6908 | 1.6404 |
|
| 53 |
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| No log | 0.1481 | 4 | 1.3239 | -0.0005 | 1.3239 | 1.1506 |
|
| 54 |
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| No log | 0.2222 | 6 | 1.0291 | -0.0970 | 1.0291 | 1.0144 |
|
| 55 |
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| No log | 0.2963 | 8 | 1.0608 | -0.0885 | 1.0608 | 1.0300 |
|
| 56 |
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| No log | 0.3704 | 10 | 1.0549 | 0.1573 | 1.0549 | 1.0271 |
|
| 57 |
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| No log | 0.4444 | 12 | 0.8966 | 0.3114 | 0.8966 | 0.9469 |
|
| 58 |
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| No log | 0.5185 | 14 | 0.6847 | 0.3594 | 0.6847 | 0.8275 |
|
| 59 |
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| No log | 0.5926 | 16 | 0.6560 | 0.1508 | 0.6560 | 0.8099 |
|
| 60 |
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| No log | 0.6667 | 18 | 0.6974 | 0.2145 | 0.6974 | 0.8351 |
|
| 61 |
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| No log | 0.7407 | 20 | 0.7090 | 0.1807 | 0.7090 | 0.8420 |
|
| 62 |
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| No log | 0.8148 | 22 | 0.7013 | 0.1321 | 0.7013 | 0.8374 |
|
| 63 |
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| No log | 0.8889 | 24 | 0.9958 | 0.3239 | 0.9958 | 0.9979 |
|
| 64 |
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| No log | 0.9630 | 26 | 1.2891 | 0.1004 | 1.2891 | 1.1354 |
|
| 65 |
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| No log | 1.0370 | 28 | 1.1772 | 0.1490 | 1.1772 | 1.0850 |
|
| 66 |
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| No log | 1.1111 | 30 | 0.8195 | 0.2758 | 0.8195 | 0.9053 |
|
| 67 |
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| No log | 1.1852 | 32 | 0.7358 | 0.3315 | 0.7358 | 0.8578 |
|
| 68 |
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| No log | 1.2593 | 34 | 0.8351 | 0.3085 | 0.8351 | 0.9139 |
|
| 69 |
+
| No log | 1.3333 | 36 | 0.8357 | 0.3027 | 0.8357 | 0.9141 |
|
| 70 |
+
| No log | 1.4074 | 38 | 0.6891 | 0.3347 | 0.6891 | 0.8301 |
|
| 71 |
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| No log | 1.4815 | 40 | 0.7010 | 0.3183 | 0.7010 | 0.8372 |
|
| 72 |
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| No log | 1.5556 | 42 | 0.8408 | 0.3110 | 0.8408 | 0.9170 |
|
| 73 |
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| No log | 1.6296 | 44 | 0.7387 | 0.2063 | 0.7387 | 0.8595 |
|
| 74 |
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| No log | 1.7037 | 46 | 0.7301 | 0.1176 | 0.7301 | 0.8544 |
|
| 75 |
+
| No log | 1.7778 | 48 | 0.9501 | 0.3085 | 0.9501 | 0.9747 |
|
| 76 |
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| No log | 1.8519 | 50 | 1.1072 | 0.1765 | 1.1072 | 1.0523 |
|
| 77 |
+
| No log | 1.9259 | 52 | 1.1338 | 0.1746 | 1.1338 | 1.0648 |
|
| 78 |
+
| No log | 2.0 | 54 | 0.9850 | 0.3274 | 0.9850 | 0.9924 |
|
| 79 |
+
| No log | 2.0741 | 56 | 0.7897 | 0.2459 | 0.7897 | 0.8886 |
|
| 80 |
+
| No log | 2.1481 | 58 | 0.7410 | 0.1221 | 0.7410 | 0.8608 |
|
| 81 |
+
| No log | 2.2222 | 60 | 0.7963 | 0.0940 | 0.7963 | 0.8923 |
|
| 82 |
+
| No log | 2.2963 | 62 | 0.9109 | 0.1365 | 0.9109 | 0.9544 |
|
| 83 |
+
| No log | 2.3704 | 64 | 1.0158 | 0.2435 | 1.0158 | 1.0079 |
|
| 84 |
+
| No log | 2.4444 | 66 | 0.9827 | 0.1358 | 0.9827 | 0.9913 |
|
| 85 |
+
| No log | 2.5185 | 68 | 0.8879 | 0.0944 | 0.8879 | 0.9423 |
|
| 86 |
+
| No log | 2.5926 | 70 | 0.7923 | 0.0902 | 0.7923 | 0.8901 |
|
| 87 |
+
| No log | 2.6667 | 72 | 0.6771 | 0.2884 | 0.6771 | 0.8229 |
|
| 88 |
+
| No log | 2.7407 | 74 | 0.6589 | 0.3894 | 0.6589 | 0.8117 |
|
| 89 |
+
| No log | 2.8148 | 76 | 0.6711 | 0.3894 | 0.6711 | 0.8192 |
|
| 90 |
+
| No log | 2.8889 | 78 | 0.6855 | 0.2783 | 0.6855 | 0.8280 |
|
| 91 |
+
| No log | 2.9630 | 80 | 0.7816 | 0.2095 | 0.7816 | 0.8841 |
|
| 92 |
+
| No log | 3.0370 | 82 | 0.7951 | 0.2526 | 0.7951 | 0.8917 |
|
| 93 |
+
| No log | 3.1111 | 84 | 0.7136 | 0.1519 | 0.7136 | 0.8447 |
|
| 94 |
+
| No log | 3.1852 | 86 | 0.6721 | 0.3416 | 0.6721 | 0.8198 |
|
| 95 |
+
| No log | 3.2593 | 88 | 0.6811 | 0.3224 | 0.6811 | 0.8253 |
|
| 96 |
+
| No log | 3.3333 | 90 | 0.6764 | 0.3862 | 0.6764 | 0.8224 |
|
| 97 |
+
| No log | 3.4074 | 92 | 0.7693 | 0.3614 | 0.7693 | 0.8771 |
|
| 98 |
+
| No log | 3.4815 | 94 | 0.9808 | 0.2040 | 0.9808 | 0.9904 |
|
| 99 |
+
| No log | 3.5556 | 96 | 1.1544 | 0.1710 | 1.1544 | 1.0744 |
|
| 100 |
+
| No log | 3.6296 | 98 | 1.1277 | 0.1959 | 1.1277 | 1.0619 |
|
| 101 |
+
| No log | 3.7037 | 100 | 0.8973 | 0.2877 | 0.8973 | 0.9473 |
|
| 102 |
+
| No log | 3.7778 | 102 | 0.6183 | 0.4711 | 0.6183 | 0.7863 |
|
| 103 |
+
| No log | 3.8519 | 104 | 0.6122 | 0.4473 | 0.6122 | 0.7825 |
|
| 104 |
+
| No log | 3.9259 | 106 | 0.7513 | 0.3869 | 0.7513 | 0.8668 |
|
| 105 |
+
| No log | 4.0 | 108 | 0.6866 | 0.3869 | 0.6866 | 0.8286 |
|
| 106 |
+
| No log | 4.0741 | 110 | 0.5772 | 0.4206 | 0.5772 | 0.7597 |
|
| 107 |
+
| No log | 4.1481 | 112 | 0.5537 | 0.4809 | 0.5537 | 0.7441 |
|
| 108 |
+
| No log | 4.2222 | 114 | 0.5536 | 0.4809 | 0.5536 | 0.7441 |
|
| 109 |
+
| No log | 4.2963 | 116 | 0.5894 | 0.4292 | 0.5894 | 0.7677 |
|
| 110 |
+
| No log | 4.3704 | 118 | 0.6030 | 0.3891 | 0.6030 | 0.7765 |
|
| 111 |
+
| No log | 4.4444 | 120 | 0.5655 | 0.5798 | 0.5655 | 0.7520 |
|
| 112 |
+
| No log | 4.5185 | 122 | 0.6118 | 0.5706 | 0.6118 | 0.7822 |
|
| 113 |
+
| No log | 4.5926 | 124 | 1.0274 | 0.3517 | 1.0274 | 1.0136 |
|
| 114 |
+
| No log | 4.6667 | 126 | 1.1892 | 0.1458 | 1.1892 | 1.0905 |
|
| 115 |
+
| No log | 4.7407 | 128 | 0.9666 | 0.3467 | 0.9666 | 0.9832 |
|
| 116 |
+
| No log | 4.8148 | 130 | 0.6717 | 0.4969 | 0.6717 | 0.8196 |
|
| 117 |
+
| No log | 4.8889 | 132 | 0.5660 | 0.5881 | 0.5660 | 0.7523 |
|
| 118 |
+
| No log | 4.9630 | 134 | 0.5836 | 0.5636 | 0.5836 | 0.7639 |
|
| 119 |
+
| No log | 5.0370 | 136 | 0.7175 | 0.4756 | 0.7175 | 0.8471 |
|
| 120 |
+
| No log | 5.1111 | 138 | 0.7912 | 0.4217 | 0.7912 | 0.8895 |
|
| 121 |
+
| No log | 5.1852 | 140 | 0.6995 | 0.5017 | 0.6995 | 0.8364 |
|
| 122 |
+
| No log | 5.2593 | 142 | 0.6497 | 0.5720 | 0.6497 | 0.8061 |
|
| 123 |
+
| No log | 5.3333 | 144 | 0.6136 | 0.5463 | 0.6136 | 0.7833 |
|
| 124 |
+
| No log | 5.4074 | 146 | 0.5662 | 0.6024 | 0.5662 | 0.7524 |
|
| 125 |
+
| No log | 5.4815 | 148 | 0.5465 | 0.6024 | 0.5465 | 0.7392 |
|
| 126 |
+
| No log | 5.5556 | 150 | 0.5243 | 0.6245 | 0.5243 | 0.7241 |
|
| 127 |
+
| No log | 5.6296 | 152 | 0.5471 | 0.6269 | 0.5471 | 0.7397 |
|
| 128 |
+
| No log | 5.7037 | 154 | 0.5334 | 0.6438 | 0.5334 | 0.7303 |
|
| 129 |
+
| No log | 5.7778 | 156 | 0.4898 | 0.6059 | 0.4898 | 0.6998 |
|
| 130 |
+
| No log | 5.8519 | 158 | 0.5233 | 0.6275 | 0.5233 | 0.7234 |
|
| 131 |
+
| No log | 5.9259 | 160 | 0.5576 | 0.5865 | 0.5576 | 0.7467 |
|
| 132 |
+
| No log | 6.0 | 162 | 0.5310 | 0.6232 | 0.5310 | 0.7287 |
|
| 133 |
+
| No log | 6.0741 | 164 | 0.4960 | 0.6763 | 0.4960 | 0.7043 |
|
| 134 |
+
| No log | 6.1481 | 166 | 0.5322 | 0.6289 | 0.5322 | 0.7295 |
|
| 135 |
+
| No log | 6.2222 | 168 | 0.5769 | 0.5873 | 0.5769 | 0.7595 |
|
| 136 |
+
| No log | 6.2963 | 170 | 0.5209 | 0.6515 | 0.5209 | 0.7218 |
|
| 137 |
+
| No log | 6.3704 | 172 | 0.5124 | 0.6762 | 0.5124 | 0.7159 |
|
| 138 |
+
| No log | 6.4444 | 174 | 0.5260 | 0.6762 | 0.5260 | 0.7253 |
|
| 139 |
+
| No log | 6.5185 | 176 | 0.5568 | 0.5687 | 0.5568 | 0.7462 |
|
| 140 |
+
| No log | 6.5926 | 178 | 0.5600 | 0.5687 | 0.5600 | 0.7483 |
|
| 141 |
+
| No log | 6.6667 | 180 | 0.5065 | 0.6515 | 0.5065 | 0.7117 |
|
| 142 |
+
| No log | 6.7407 | 182 | 0.5212 | 0.6474 | 0.5212 | 0.7219 |
|
| 143 |
+
| No log | 6.8148 | 184 | 0.4843 | 0.6483 | 0.4843 | 0.6959 |
|
| 144 |
+
| No log | 6.8889 | 186 | 0.4997 | 0.6698 | 0.4997 | 0.7069 |
|
| 145 |
+
| No log | 6.9630 | 188 | 0.6667 | 0.5116 | 0.6667 | 0.8165 |
|
| 146 |
+
| No log | 7.0370 | 190 | 0.5942 | 0.5236 | 0.5942 | 0.7708 |
|
| 147 |
+
| No log | 7.1111 | 192 | 0.4609 | 0.6059 | 0.4609 | 0.6789 |
|
| 148 |
+
| No log | 7.1852 | 194 | 0.5129 | 0.6160 | 0.5129 | 0.7162 |
|
| 149 |
+
| No log | 7.2593 | 196 | 0.5424 | 0.5770 | 0.5424 | 0.7365 |
|
| 150 |
+
| No log | 7.3333 | 198 | 0.5480 | 0.5442 | 0.5480 | 0.7403 |
|
| 151 |
+
| No log | 7.4074 | 200 | 0.4693 | 0.6405 | 0.4693 | 0.6850 |
|
| 152 |
+
| No log | 7.4815 | 202 | 0.6083 | 0.5236 | 0.6083 | 0.7799 |
|
| 153 |
+
| No log | 7.5556 | 204 | 0.7454 | 0.5153 | 0.7454 | 0.8634 |
|
| 154 |
+
| No log | 7.6296 | 206 | 0.7062 | 0.4963 | 0.7062 | 0.8404 |
|
| 155 |
+
| No log | 7.7037 | 208 | 0.5416 | 0.5298 | 0.5416 | 0.7360 |
|
| 156 |
+
| No log | 7.7778 | 210 | 0.4859 | 0.6405 | 0.4859 | 0.6971 |
|
| 157 |
+
| No log | 7.8519 | 212 | 0.5048 | 0.6484 | 0.5048 | 0.7105 |
|
| 158 |
+
| No log | 7.9259 | 214 | 0.4958 | 0.6160 | 0.4958 | 0.7041 |
|
| 159 |
+
| No log | 8.0 | 216 | 0.5142 | 0.6257 | 0.5142 | 0.7171 |
|
| 160 |
+
| No log | 8.0741 | 218 | 0.5416 | 0.6449 | 0.5416 | 0.7359 |
|
| 161 |
+
| No log | 8.1481 | 220 | 0.5662 | 0.6292 | 0.5662 | 0.7524 |
|
| 162 |
+
| No log | 8.2222 | 222 | 0.5651 | 0.6623 | 0.5651 | 0.7517 |
|
| 163 |
+
| No log | 8.2963 | 224 | 0.5368 | 0.5848 | 0.5368 | 0.7327 |
|
| 164 |
+
| No log | 8.3704 | 226 | 0.5478 | 0.6088 | 0.5478 | 0.7401 |
|
| 165 |
+
| No log | 8.4444 | 228 | 0.5662 | 0.6198 | 0.5662 | 0.7524 |
|
| 166 |
+
| No log | 8.5185 | 230 | 0.5845 | 0.5951 | 0.5845 | 0.7645 |
|
| 167 |
+
| No log | 8.5926 | 232 | 0.6735 | 0.4265 | 0.6735 | 0.8206 |
|
| 168 |
+
| No log | 8.6667 | 234 | 0.7417 | 0.4018 | 0.7417 | 0.8612 |
|
| 169 |
+
| No log | 8.7407 | 236 | 0.6953 | 0.3665 | 0.6953 | 0.8338 |
|
| 170 |
+
| No log | 8.8148 | 238 | 0.5868 | 0.5036 | 0.5868 | 0.7660 |
|
| 171 |
+
| No log | 8.8889 | 240 | 0.5848 | 0.4795 | 0.5848 | 0.7648 |
|
| 172 |
+
| No log | 8.9630 | 242 | 0.6891 | 0.4501 | 0.6891 | 0.8301 |
|
| 173 |
+
| No log | 9.0370 | 244 | 0.8380 | 0.3542 | 0.8380 | 0.9154 |
|
| 174 |
+
| No log | 9.1111 | 246 | 0.8341 | 0.3747 | 0.8341 | 0.9133 |
|
| 175 |
+
| No log | 9.1852 | 248 | 0.6953 | 0.4602 | 0.6953 | 0.8339 |
|
| 176 |
+
| No log | 9.2593 | 250 | 0.5816 | 0.5767 | 0.5816 | 0.7626 |
|
| 177 |
+
| No log | 9.3333 | 252 | 0.5885 | 0.5379 | 0.5885 | 0.7671 |
|
| 178 |
+
| No log | 9.4074 | 254 | 0.5730 | 0.5379 | 0.5730 | 0.7569 |
|
| 179 |
+
| No log | 9.4815 | 256 | 0.5686 | 0.5567 | 0.5686 | 0.7541 |
|
| 180 |
+
| No log | 9.5556 | 258 | 0.5628 | 0.4253 | 0.5628 | 0.7502 |
|
| 181 |
+
| No log | 9.6296 | 260 | 0.5618 | 0.4908 | 0.5618 | 0.7495 |
|
| 182 |
+
| No log | 9.7037 | 262 | 0.5891 | 0.4774 | 0.5891 | 0.7675 |
|
| 183 |
+
| No log | 9.7778 | 264 | 0.6511 | 0.4892 | 0.6511 | 0.8069 |
|
| 184 |
+
| No log | 9.8519 | 266 | 0.6744 | 0.5026 | 0.6744 | 0.8212 |
|
| 185 |
+
| No log | 9.9259 | 268 | 0.5879 | 0.5307 | 0.5879 | 0.7667 |
|
| 186 |
+
| No log | 10.0 | 270 | 0.5505 | 0.5217 | 0.5505 | 0.7419 |
|
| 187 |
+
| No log | 10.0741 | 272 | 0.5765 | 0.5120 | 0.5765 | 0.7593 |
|
| 188 |
+
| No log | 10.1481 | 274 | 0.5548 | 0.5663 | 0.5548 | 0.7448 |
|
| 189 |
+
| No log | 10.2222 | 276 | 0.5537 | 0.5184 | 0.5537 | 0.7441 |
|
| 190 |
+
| No log | 10.2963 | 278 | 0.5507 | 0.5200 | 0.5507 | 0.7421 |
|
| 191 |
+
| No log | 10.3704 | 280 | 0.5252 | 0.5904 | 0.5252 | 0.7247 |
|
| 192 |
+
| No log | 10.4444 | 282 | 0.5151 | 0.6293 | 0.5151 | 0.7177 |
|
| 193 |
+
| No log | 10.5185 | 284 | 0.5197 | 0.5836 | 0.5197 | 0.7209 |
|
| 194 |
+
| No log | 10.5926 | 286 | 0.5426 | 0.5687 | 0.5426 | 0.7366 |
|
| 195 |
+
| No log | 10.6667 | 288 | 0.5882 | 0.4425 | 0.5882 | 0.7669 |
|
| 196 |
+
| No log | 10.7407 | 290 | 0.5575 | 0.4517 | 0.5575 | 0.7466 |
|
| 197 |
+
| No log | 10.8148 | 292 | 0.5445 | 0.5268 | 0.5445 | 0.7379 |
|
| 198 |
+
| No log | 10.8889 | 294 | 0.5608 | 0.5232 | 0.5608 | 0.7489 |
|
| 199 |
+
| No log | 10.9630 | 296 | 0.5882 | 0.4948 | 0.5882 | 0.7670 |
|
| 200 |
+
| No log | 11.0370 | 298 | 0.5820 | 0.5468 | 0.5820 | 0.7629 |
|
| 201 |
+
| No log | 11.1111 | 300 | 0.5332 | 0.5170 | 0.5332 | 0.7302 |
|
| 202 |
+
| No log | 11.1852 | 302 | 0.5428 | 0.4942 | 0.5428 | 0.7368 |
|
| 203 |
+
| No log | 11.2593 | 304 | 0.5652 | 0.4918 | 0.5652 | 0.7518 |
|
| 204 |
+
| No log | 11.3333 | 306 | 0.5325 | 0.5611 | 0.5325 | 0.7297 |
|
| 205 |
+
| No log | 11.4074 | 308 | 0.5225 | 0.5611 | 0.5225 | 0.7228 |
|
| 206 |
+
| No log | 11.4815 | 310 | 0.5808 | 0.5344 | 0.5808 | 0.7621 |
|
| 207 |
+
| No log | 11.5556 | 312 | 0.6489 | 0.5043 | 0.6489 | 0.8056 |
|
| 208 |
+
| No log | 11.6296 | 314 | 0.6096 | 0.5475 | 0.6096 | 0.7807 |
|
| 209 |
+
| No log | 11.7037 | 316 | 0.5232 | 0.6059 | 0.5232 | 0.7233 |
|
| 210 |
+
| No log | 11.7778 | 318 | 0.5243 | 0.5933 | 0.5243 | 0.7241 |
|
| 211 |
+
| No log | 11.8519 | 320 | 0.5273 | 0.6034 | 0.5273 | 0.7262 |
|
| 212 |
+
| No log | 11.9259 | 322 | 0.5189 | 0.6148 | 0.5189 | 0.7203 |
|
| 213 |
+
| No log | 12.0 | 324 | 0.5290 | 0.6326 | 0.5290 | 0.7274 |
|
| 214 |
+
| No log | 12.0741 | 326 | 0.5205 | 0.6326 | 0.5205 | 0.7215 |
|
| 215 |
+
| No log | 12.1481 | 328 | 0.5132 | 0.6683 | 0.5132 | 0.7164 |
|
| 216 |
+
| No log | 12.2222 | 330 | 0.5119 | 0.6577 | 0.5119 | 0.7155 |
|
| 217 |
+
| No log | 12.2963 | 332 | 0.5117 | 0.6667 | 0.5117 | 0.7153 |
|
| 218 |
+
| No log | 12.3704 | 334 | 0.5338 | 0.5479 | 0.5338 | 0.7306 |
|
| 219 |
+
| No log | 12.4444 | 336 | 0.5327 | 0.5248 | 0.5327 | 0.7299 |
|
| 220 |
+
| No log | 12.5185 | 338 | 0.5185 | 0.5815 | 0.5185 | 0.7201 |
|
| 221 |
+
| No log | 12.5926 | 340 | 0.5701 | 0.5516 | 0.5701 | 0.7551 |
|
| 222 |
+
| No log | 12.6667 | 342 | 0.6807 | 0.4683 | 0.6807 | 0.8251 |
|
| 223 |
+
| No log | 12.7407 | 344 | 0.6773 | 0.5226 | 0.6773 | 0.8230 |
|
| 224 |
+
| No log | 12.8148 | 346 | 0.5823 | 0.5601 | 0.5823 | 0.7631 |
|
| 225 |
+
| No log | 12.8889 | 348 | 0.5587 | 0.5767 | 0.5587 | 0.7474 |
|
| 226 |
+
| No log | 12.9630 | 350 | 0.5835 | 0.5283 | 0.5835 | 0.7639 |
|
| 227 |
+
| No log | 13.0370 | 352 | 0.5663 | 0.5822 | 0.5663 | 0.7525 |
|
| 228 |
+
| No log | 13.1111 | 354 | 0.5495 | 0.6643 | 0.5495 | 0.7413 |
|
| 229 |
+
| No log | 13.1852 | 356 | 0.5474 | 0.6199 | 0.5474 | 0.7398 |
|
| 230 |
+
| No log | 13.2593 | 358 | 0.5295 | 0.6186 | 0.5295 | 0.7277 |
|
| 231 |
+
| No log | 13.3333 | 360 | 0.5252 | 0.5414 | 0.5252 | 0.7247 |
|
| 232 |
+
| No log | 13.4074 | 362 | 0.5480 | 0.5348 | 0.5480 | 0.7403 |
|
| 233 |
+
| No log | 13.4815 | 364 | 0.5401 | 0.5414 | 0.5401 | 0.7349 |
|
| 234 |
+
| No log | 13.5556 | 366 | 0.5426 | 0.5784 | 0.5426 | 0.7366 |
|
| 235 |
+
| No log | 13.6296 | 368 | 0.5658 | 0.6282 | 0.5658 | 0.7522 |
|
| 236 |
+
| No log | 13.7037 | 370 | 0.5612 | 0.6100 | 0.5612 | 0.7492 |
|
| 237 |
+
| No log | 13.7778 | 372 | 0.5495 | 0.5784 | 0.5495 | 0.7413 |
|
| 238 |
+
| No log | 13.8519 | 374 | 0.5363 | 0.5326 | 0.5363 | 0.7323 |
|
| 239 |
+
| No log | 13.9259 | 376 | 0.5673 | 0.5467 | 0.5673 | 0.7532 |
|
| 240 |
+
| No log | 14.0 | 378 | 0.5871 | 0.5177 | 0.5871 | 0.7662 |
|
| 241 |
+
| No log | 14.0741 | 380 | 0.5774 | 0.5271 | 0.5774 | 0.7599 |
|
| 242 |
+
| No log | 14.1481 | 382 | 0.5348 | 0.5386 | 0.5348 | 0.7313 |
|
| 243 |
+
| No log | 14.2222 | 384 | 0.5318 | 0.5250 | 0.5318 | 0.7292 |
|
| 244 |
+
| No log | 14.2963 | 386 | 0.5415 | 0.5559 | 0.5415 | 0.7358 |
|
| 245 |
+
| No log | 14.3704 | 388 | 0.5406 | 0.5597 | 0.5406 | 0.7353 |
|
| 246 |
+
| No log | 14.4444 | 390 | 0.5351 | 0.5488 | 0.5351 | 0.7315 |
|
| 247 |
+
| No log | 14.5185 | 392 | 0.5218 | 0.5662 | 0.5218 | 0.7224 |
|
| 248 |
+
| No log | 14.5926 | 394 | 0.5108 | 0.5662 | 0.5108 | 0.7147 |
|
| 249 |
+
| No log | 14.6667 | 396 | 0.5031 | 0.5413 | 0.5031 | 0.7093 |
|
| 250 |
+
| No log | 14.7407 | 398 | 0.5054 | 0.5075 | 0.5054 | 0.7109 |
|
| 251 |
+
| No log | 14.8148 | 400 | 0.5060 | 0.5687 | 0.5060 | 0.7113 |
|
| 252 |
+
| No log | 14.8889 | 402 | 0.5033 | 0.5750 | 0.5033 | 0.7094 |
|
| 253 |
+
| No log | 14.9630 | 404 | 0.5243 | 0.6058 | 0.5243 | 0.7241 |
|
| 254 |
+
| No log | 15.0370 | 406 | 0.5507 | 0.6226 | 0.5507 | 0.7421 |
|
| 255 |
+
| No log | 15.1111 | 408 | 0.5260 | 0.5872 | 0.5260 | 0.7253 |
|
| 256 |
+
| No log | 15.1852 | 410 | 0.5014 | 0.5522 | 0.5014 | 0.7081 |
|
| 257 |
+
| No log | 15.2593 | 412 | 0.5148 | 0.4717 | 0.5148 | 0.7175 |
|
| 258 |
+
| No log | 15.3333 | 414 | 0.5355 | 0.4895 | 0.5355 | 0.7318 |
|
| 259 |
+
| No log | 15.4074 | 416 | 0.5182 | 0.4527 | 0.5182 | 0.7198 |
|
| 260 |
+
| No log | 15.4815 | 418 | 0.5184 | 0.4768 | 0.5184 | 0.7200 |
|
| 261 |
+
| No log | 15.5556 | 420 | 0.5534 | 0.5467 | 0.5534 | 0.7439 |
|
| 262 |
+
| No log | 15.6296 | 422 | 0.5542 | 0.5289 | 0.5542 | 0.7444 |
|
| 263 |
+
| No log | 15.7037 | 424 | 0.5283 | 0.5201 | 0.5283 | 0.7269 |
|
| 264 |
+
| No log | 15.7778 | 426 | 0.5146 | 0.5993 | 0.5146 | 0.7173 |
|
| 265 |
+
| No log | 15.8519 | 428 | 0.5154 | 0.5840 | 0.5154 | 0.7179 |
|
| 266 |
+
| No log | 15.9259 | 430 | 0.5167 | 0.5812 | 0.5167 | 0.7188 |
|
| 267 |
+
| No log | 16.0 | 432 | 0.5222 | 0.5640 | 0.5222 | 0.7226 |
|
| 268 |
+
| No log | 16.0741 | 434 | 0.5368 | 0.5173 | 0.5368 | 0.7327 |
|
| 269 |
+
| No log | 16.1481 | 436 | 0.5431 | 0.5190 | 0.5431 | 0.7370 |
|
| 270 |
+
| No log | 16.2222 | 438 | 0.5344 | 0.5701 | 0.5344 | 0.7310 |
|
| 271 |
+
| No log | 16.2963 | 440 | 0.5504 | 0.5724 | 0.5504 | 0.7419 |
|
| 272 |
+
| No log | 16.3704 | 442 | 0.5630 | 0.5471 | 0.5630 | 0.7503 |
|
| 273 |
+
| No log | 16.4444 | 444 | 0.5549 | 0.5268 | 0.5549 | 0.7449 |
|
| 274 |
+
| No log | 16.5185 | 446 | 0.5454 | 0.5444 | 0.5454 | 0.7385 |
|
| 275 |
+
| No log | 16.5926 | 448 | 0.5633 | 0.5201 | 0.5633 | 0.7505 |
|
| 276 |
+
| No log | 16.6667 | 450 | 0.5790 | 0.5468 | 0.5790 | 0.7609 |
|
| 277 |
+
| No log | 16.7407 | 452 | 0.5564 | 0.5631 | 0.5564 | 0.7459 |
|
| 278 |
+
| No log | 16.8148 | 454 | 0.5423 | 0.4904 | 0.5423 | 0.7364 |
|
| 279 |
+
| No log | 16.8889 | 456 | 0.5546 | 0.4391 | 0.5546 | 0.7447 |
|
| 280 |
+
| No log | 16.9630 | 458 | 0.5480 | 0.5074 | 0.5480 | 0.7403 |
|
| 281 |
+
| No log | 17.0370 | 460 | 0.5393 | 0.5352 | 0.5393 | 0.7344 |
|
| 282 |
+
| No log | 17.1111 | 462 | 0.5512 | 0.5640 | 0.5512 | 0.7424 |
|
| 283 |
+
| No log | 17.1852 | 464 | 0.5649 | 0.5813 | 0.5649 | 0.7516 |
|
| 284 |
+
| No log | 17.2593 | 466 | 0.5609 | 0.5378 | 0.5609 | 0.7489 |
|
| 285 |
+
| No log | 17.3333 | 468 | 0.5533 | 0.5406 | 0.5533 | 0.7439 |
|
| 286 |
+
| No log | 17.4074 | 470 | 0.5388 | 0.5966 | 0.5388 | 0.7340 |
|
| 287 |
+
| No log | 17.4815 | 472 | 0.5337 | 0.5174 | 0.5337 | 0.7306 |
|
| 288 |
+
| No log | 17.5556 | 474 | 0.5226 | 0.5436 | 0.5226 | 0.7229 |
|
| 289 |
+
| No log | 17.6296 | 476 | 0.5213 | 0.4783 | 0.5213 | 0.7220 |
|
| 290 |
+
| No log | 17.7037 | 478 | 0.5109 | 0.5707 | 0.5109 | 0.7148 |
|
| 291 |
+
| No log | 17.7778 | 480 | 0.5192 | 0.5751 | 0.5192 | 0.7206 |
|
| 292 |
+
| No log | 17.8519 | 482 | 0.5547 | 0.4834 | 0.5547 | 0.7448 |
|
| 293 |
+
| No log | 17.9259 | 484 | 0.5592 | 0.4834 | 0.5592 | 0.7478 |
|
| 294 |
+
| No log | 18.0 | 486 | 0.5298 | 0.5479 | 0.5298 | 0.7279 |
|
| 295 |
+
| No log | 18.0741 | 488 | 0.5193 | 0.5970 | 0.5193 | 0.7206 |
|
| 296 |
+
| No log | 18.1481 | 490 | 0.5346 | 0.5485 | 0.5346 | 0.7311 |
|
| 297 |
+
| No log | 18.2222 | 492 | 0.5463 | 0.4402 | 0.5463 | 0.7391 |
|
| 298 |
+
| No log | 18.2963 | 494 | 0.5535 | 0.3661 | 0.5535 | 0.7440 |
|
| 299 |
+
| No log | 18.3704 | 496 | 0.5740 | 0.4607 | 0.5740 | 0.7576 |
|
| 300 |
+
| No log | 18.4444 | 498 | 0.5808 | 0.4130 | 0.5808 | 0.7621 |
|
| 301 |
+
| 0.3208 | 18.5185 | 500 | 0.5669 | 0.4391 | 0.5669 | 0.7529 |
|
| 302 |
+
| 0.3208 | 18.5926 | 502 | 0.5649 | 0.5030 | 0.5649 | 0.7516 |
|
| 303 |
+
| 0.3208 | 18.6667 | 504 | 0.5420 | 0.4841 | 0.5420 | 0.7362 |
|
| 304 |
+
| 0.3208 | 18.7407 | 506 | 0.5314 | 0.5505 | 0.5314 | 0.7289 |
|
| 305 |
+
| 0.3208 | 18.8148 | 508 | 0.5317 | 0.5868 | 0.5317 | 0.7292 |
|
| 306 |
+
| 0.3208 | 18.8889 | 510 | 0.5431 | 0.5715 | 0.5431 | 0.7370 |
|
| 307 |
+
| 0.3208 | 18.9630 | 512 | 0.5528 | 0.5516 | 0.5528 | 0.7435 |
|
| 308 |
+
| 0.3208 | 19.0370 | 514 | 0.5345 | 0.5784 | 0.5345 | 0.7311 |
|
| 309 |
+
| 0.3208 | 19.1111 | 516 | 0.5307 | 0.5213 | 0.5307 | 0.7285 |
|
| 310 |
+
| 0.3208 | 19.1852 | 518 | 0.5370 | 0.4334 | 0.5370 | 0.7328 |
|
| 311 |
+
| 0.3208 | 19.2593 | 520 | 0.5367 | 0.5237 | 0.5367 | 0.7326 |
|
| 312 |
+
| 0.3208 | 19.3333 | 522 | 0.5295 | 0.6059 | 0.5295 | 0.7277 |
|
| 313 |
+
| 0.3208 | 19.4074 | 524 | 0.5332 | 0.5697 | 0.5332 | 0.7302 |
|
| 314 |
+
| 0.3208 | 19.4815 | 526 | 0.5381 | 0.5661 | 0.5381 | 0.7336 |
|
| 315 |
+
| 0.3208 | 19.5556 | 528 | 0.5640 | 0.5603 | 0.5640 | 0.7510 |
|
| 316 |
+
| 0.3208 | 19.6296 | 530 | 0.5816 | 0.4971 | 0.5816 | 0.7626 |
|
| 317 |
+
| 0.3208 | 19.7037 | 532 | 0.5894 | 0.4971 | 0.5894 | 0.7677 |
|
| 318 |
+
| 0.3208 | 19.7778 | 534 | 0.5663 | 0.4598 | 0.5663 | 0.7525 |
|
| 319 |
+
| 0.3208 | 19.8519 | 536 | 0.5368 | 0.5028 | 0.5368 | 0.7326 |
|
| 320 |
+
| 0.3208 | 19.9259 | 538 | 0.5233 | 0.4703 | 0.5233 | 0.7234 |
|
| 321 |
+
| 0.3208 | 20.0 | 540 | 0.5372 | 0.4637 | 0.5372 | 0.7329 |
|
| 322 |
+
| 0.3208 | 20.0741 | 542 | 0.5328 | 0.4253 | 0.5328 | 0.7299 |
|
| 323 |
+
| 0.3208 | 20.1481 | 544 | 0.5363 | 0.4504 | 0.5363 | 0.7323 |
|
| 324 |
+
| 0.3208 | 20.2222 | 546 | 0.5447 | 0.5386 | 0.5447 | 0.7380 |
|
| 325 |
+
| 0.3208 | 20.2963 | 548 | 0.5550 | 0.5516 | 0.5550 | 0.7450 |
|
| 326 |
+
| 0.3208 | 20.3704 | 550 | 0.5398 | 0.5307 | 0.5398 | 0.7347 |
|
| 327 |
+
| 0.3208 | 20.4444 | 552 | 0.5262 | 0.5042 | 0.5262 | 0.7254 |
|
| 328 |
+
| 0.3208 | 20.5185 | 554 | 0.5386 | 0.4813 | 0.5386 | 0.7339 |
|
| 329 |
+
| 0.3208 | 20.5926 | 556 | 0.5630 | 0.4391 | 0.5630 | 0.7503 |
|
| 330 |
+
| 0.3208 | 20.6667 | 558 | 0.5673 | 0.5074 | 0.5673 | 0.7532 |
|
| 331 |
+
| 0.3208 | 20.7407 | 560 | 0.5569 | 0.4636 | 0.5569 | 0.7463 |
|
| 332 |
+
| 0.3208 | 20.8148 | 562 | 0.5495 | 0.5672 | 0.5495 | 0.7413 |
|
| 333 |
+
| 0.3208 | 20.8889 | 564 | 0.5480 | 0.5734 | 0.5480 | 0.7403 |
|
| 334 |
+
| 0.3208 | 20.9630 | 566 | 0.5480 | 0.5703 | 0.5480 | 0.7403 |
|
| 335 |
+
| 0.3208 | 21.0370 | 568 | 0.5453 | 0.5703 | 0.5453 | 0.7385 |
|
| 336 |
+
| 0.3208 | 21.1111 | 570 | 0.5457 | 0.5042 | 0.5457 | 0.7387 |
|
| 337 |
+
| 0.3208 | 21.1852 | 572 | 0.5557 | 0.5042 | 0.5557 | 0.7455 |
|
| 338 |
+
| 0.3208 | 21.2593 | 574 | 0.5669 | 0.5326 | 0.5669 | 0.7529 |
|
| 339 |
+
| 0.3208 | 21.3333 | 576 | 0.5925 | 0.5228 | 0.5925 | 0.7697 |
|
| 340 |
+
| 0.3208 | 21.4074 | 578 | 0.6297 | 0.4855 | 0.6297 | 0.7935 |
|
| 341 |
+
| 0.3208 | 21.4815 | 580 | 0.6358 | 0.4855 | 0.6358 | 0.7974 |
|
| 342 |
+
| 0.3208 | 21.5556 | 582 | 0.6041 | 0.4637 | 0.6041 | 0.7772 |
|
| 343 |
+
| 0.3208 | 21.6296 | 584 | 0.5922 | 0.4378 | 0.5922 | 0.7695 |
|
| 344 |
+
| 0.3208 | 21.7037 | 586 | 0.5897 | 0.4111 | 0.5897 | 0.7679 |
|
| 345 |
+
| 0.3208 | 21.7778 | 588 | 0.5885 | 0.4378 | 0.5885 | 0.7672 |
|
| 346 |
+
| 0.3208 | 21.8519 | 590 | 0.5859 | 0.4795 | 0.5859 | 0.7655 |
|
| 347 |
+
| 0.3208 | 21.9259 | 592 | 0.5846 | 0.5056 | 0.5846 | 0.7646 |
|
| 348 |
+
| 0.3208 | 22.0 | 594 | 0.6038 | 0.5289 | 0.6038 | 0.7770 |
|
| 349 |
+
| 0.3208 | 22.0741 | 596 | 0.5972 | 0.5214 | 0.5972 | 0.7728 |
|
| 350 |
+
| 0.3208 | 22.1481 | 598 | 0.5787 | 0.5326 | 0.5787 | 0.7607 |
|
| 351 |
+
| 0.3208 | 22.2222 | 600 | 0.5774 | 0.5250 | 0.5774 | 0.7598 |
|
| 352 |
+
| 0.3208 | 22.2963 | 602 | 0.5763 | 0.4526 | 0.5763 | 0.7591 |
|
| 353 |
+
| 0.3208 | 22.3704 | 604 | 0.5813 | 0.5326 | 0.5813 | 0.7625 |
|
| 354 |
+
| 0.3208 | 22.4444 | 606 | 0.6212 | 0.5516 | 0.6212 | 0.7881 |
|
| 355 |
+
| 0.3208 | 22.5185 | 608 | 0.6648 | 0.4845 | 0.6648 | 0.8153 |
|
| 356 |
+
| 0.3208 | 22.5926 | 610 | 0.6314 | 0.5177 | 0.6314 | 0.7946 |
|
| 357 |
+
| 0.3208 | 22.6667 | 612 | 0.5803 | 0.5307 | 0.5803 | 0.7618 |
|
| 358 |
+
| 0.3208 | 22.7407 | 614 | 0.5662 | 0.4934 | 0.5662 | 0.7525 |
|
| 359 |
+
| 0.3208 | 22.8148 | 616 | 0.5634 | 0.5177 | 0.5634 | 0.7506 |
|
| 360 |
+
| 0.3208 | 22.8889 | 618 | 0.5630 | 0.5159 | 0.5630 | 0.7503 |
|
| 361 |
+
| 0.3208 | 22.9630 | 620 | 0.5570 | 0.5939 | 0.5570 | 0.7463 |
|
| 362 |
+
| 0.3208 | 23.0370 | 622 | 0.5399 | 0.4659 | 0.5399 | 0.7348 |
|
| 363 |
+
| 0.3208 | 23.1111 | 624 | 0.5363 | 0.3677 | 0.5363 | 0.7323 |
|
| 364 |
+
| 0.3208 | 23.1852 | 626 | 0.5288 | 0.3728 | 0.5288 | 0.7272 |
|
| 365 |
+
| 0.3208 | 23.2593 | 628 | 0.5206 | 0.4659 | 0.5206 | 0.7215 |
|
| 366 |
+
| 0.3208 | 23.3333 | 630 | 0.5266 | 0.5151 | 0.5266 | 0.7256 |
|
| 367 |
+
| 0.3208 | 23.4074 | 632 | 0.5264 | 0.5151 | 0.5264 | 0.7255 |
|
| 368 |
+
| 0.3208 | 23.4815 | 634 | 0.5279 | 0.5386 | 0.5279 | 0.7266 |
|
| 369 |
+
| 0.3208 | 23.5556 | 636 | 0.5326 | 0.5965 | 0.5326 | 0.7298 |
|
| 370 |
+
| 0.3208 | 23.6296 | 638 | 0.5154 | 0.5151 | 0.5154 | 0.7179 |
|
| 371 |
+
| 0.3208 | 23.7037 | 640 | 0.5219 | 0.5796 | 0.5219 | 0.7224 |
|
| 372 |
+
| 0.3208 | 23.7778 | 642 | 0.5560 | 0.4909 | 0.5560 | 0.7456 |
|
| 373 |
+
| 0.3208 | 23.8519 | 644 | 0.5579 | 0.4834 | 0.5579 | 0.7469 |
|
| 374 |
+
| 0.3208 | 23.9259 | 646 | 0.5390 | 0.5078 | 0.5390 | 0.7342 |
|
| 375 |
+
| 0.3208 | 24.0 | 648 | 0.5176 | 0.5266 | 0.5176 | 0.7195 |
|
| 376 |
+
| 0.3208 | 24.0741 | 650 | 0.5132 | 0.5151 | 0.5132 | 0.7164 |
|
| 377 |
+
| 0.3208 | 24.1481 | 652 | 0.5113 | 0.5151 | 0.5113 | 0.7150 |
|
| 378 |
+
| 0.3208 | 24.2222 | 654 | 0.5095 | 0.5122 | 0.5095 | 0.7138 |
|
| 379 |
+
| 0.3208 | 24.2963 | 656 | 0.5295 | 0.4611 | 0.5295 | 0.7277 |
|
| 380 |
+
| 0.3208 | 24.3704 | 658 | 0.5606 | 0.5078 | 0.5606 | 0.7487 |
|
| 381 |
+
| 0.3208 | 24.4444 | 660 | 0.5577 | 0.5300 | 0.5577 | 0.7468 |
|
| 382 |
+
| 0.3208 | 24.5185 | 662 | 0.5345 | 0.4345 | 0.5345 | 0.7311 |
|
| 383 |
+
| 0.3208 | 24.5926 | 664 | 0.5172 | 0.3834 | 0.5172 | 0.7191 |
|
| 384 |
+
| 0.3208 | 24.6667 | 666 | 0.5148 | 0.4492 | 0.5148 | 0.7175 |
|
| 385 |
+
| 0.3208 | 24.7407 | 668 | 0.5185 | 0.5170 | 0.5185 | 0.7201 |
|
| 386 |
+
| 0.3208 | 24.8148 | 670 | 0.5202 | 0.5170 | 0.5202 | 0.7213 |
|
| 387 |
+
| 0.3208 | 24.8889 | 672 | 0.5176 | 0.4752 | 0.5176 | 0.7194 |
|
| 388 |
+
| 0.3208 | 24.9630 | 674 | 0.5282 | 0.4468 | 0.5282 | 0.7268 |
|
| 389 |
+
| 0.3208 | 25.0370 | 676 | 0.5774 | 0.4306 | 0.5774 | 0.7599 |
|
| 390 |
+
| 0.3208 | 25.1111 | 678 | 0.6108 | 0.4479 | 0.6108 | 0.7815 |
|
| 391 |
+
| 0.3208 | 25.1852 | 680 | 0.5912 | 0.4479 | 0.5912 | 0.7689 |
|
| 392 |
+
| 0.3208 | 25.2593 | 682 | 0.5451 | 0.5151 | 0.5451 | 0.7383 |
|
| 393 |
+
| 0.3208 | 25.3333 | 684 | 0.5257 | 0.4314 | 0.5257 | 0.7250 |
|
| 394 |
+
| 0.3208 | 25.4074 | 686 | 0.5333 | 0.4802 | 0.5333 | 0.7303 |
|
| 395 |
+
| 0.3208 | 25.4815 | 688 | 0.5478 | 0.5212 | 0.5478 | 0.7402 |
|
| 396 |
+
| 0.3208 | 25.5556 | 690 | 0.5469 | 0.5212 | 0.5469 | 0.7395 |
|
| 397 |
+
| 0.3208 | 25.6296 | 692 | 0.5329 | 0.3886 | 0.5329 | 0.7300 |
|
| 398 |
+
| 0.3208 | 25.7037 | 694 | 0.5375 | 0.4314 | 0.5375 | 0.7332 |
|
| 399 |
+
| 0.3208 | 25.7778 | 696 | 0.5631 | 0.5151 | 0.5631 | 0.7504 |
|
| 400 |
+
| 0.3208 | 25.8519 | 698 | 0.5773 | 0.4888 | 0.5773 | 0.7598 |
|
| 401 |
+
| 0.3208 | 25.9259 | 700 | 0.5753 | 0.5467 | 0.5753 | 0.7585 |
|
| 402 |
+
| 0.3208 | 26.0 | 702 | 0.5660 | 0.4888 | 0.5660 | 0.7523 |
|
| 403 |
+
| 0.3208 | 26.0741 | 704 | 0.5558 | 0.4291 | 0.5558 | 0.7455 |
|
| 404 |
+
| 0.3208 | 26.1481 | 706 | 0.5555 | 0.4888 | 0.5555 | 0.7453 |
|
| 405 |
+
| 0.3208 | 26.2222 | 708 | 0.5591 | 0.5467 | 0.5591 | 0.7477 |
|
| 406 |
+
| 0.3208 | 26.2963 | 710 | 0.5551 | 0.5467 | 0.5551 | 0.7451 |
|
| 407 |
+
| 0.3208 | 26.3704 | 712 | 0.5534 | 0.4888 | 0.5534 | 0.7439 |
|
| 408 |
+
| 0.3208 | 26.4444 | 714 | 0.5528 | 0.4888 | 0.5528 | 0.7435 |
|
| 409 |
+
| 0.3208 | 26.5185 | 716 | 0.5463 | 0.4291 | 0.5463 | 0.7391 |
|
| 410 |
+
| 0.3208 | 26.5926 | 718 | 0.5414 | 0.4291 | 0.5414 | 0.7358 |
|
| 411 |
+
| 0.3208 | 26.6667 | 720 | 0.5434 | 0.4291 | 0.5434 | 0.7372 |
|
| 412 |
+
| 0.3208 | 26.7407 | 722 | 0.5446 | 0.4569 | 0.5446 | 0.7379 |
|
| 413 |
+
| 0.3208 | 26.8148 | 724 | 0.5478 | 0.4291 | 0.5478 | 0.7401 |
|
| 414 |
+
| 0.3208 | 26.8889 | 726 | 0.5509 | 0.5467 | 0.5509 | 0.7422 |
|
| 415 |
+
| 0.3208 | 26.9630 | 728 | 0.5490 | 0.5715 | 0.5490 | 0.7409 |
|
| 416 |
+
| 0.3208 | 27.0370 | 730 | 0.5526 | 0.5939 | 0.5526 | 0.7434 |
|
| 417 |
+
| 0.3208 | 27.1111 | 732 | 0.5528 | 0.5516 | 0.5528 | 0.7435 |
|
| 418 |
+
| 0.3208 | 27.1852 | 734 | 0.5537 | 0.5516 | 0.5537 | 0.7441 |
|
| 419 |
+
| 0.3208 | 27.2593 | 736 | 0.5542 | 0.5327 | 0.5542 | 0.7445 |
|
| 420 |
+
| 0.3208 | 27.3333 | 738 | 0.5323 | 0.5516 | 0.5323 | 0.7296 |
|
| 421 |
+
| 0.3208 | 27.4074 | 740 | 0.5198 | 0.5703 | 0.5198 | 0.7210 |
|
| 422 |
+
| 0.3208 | 27.4815 | 742 | 0.5282 | 0.6060 | 0.5282 | 0.7268 |
|
| 423 |
+
| 0.3208 | 27.5556 | 744 | 0.5351 | 0.5640 | 0.5351 | 0.7315 |
|
| 424 |
+
| 0.3208 | 27.6296 | 746 | 0.5364 | 0.5488 | 0.5364 | 0.7324 |
|
| 425 |
+
| 0.3208 | 27.7037 | 748 | 0.5436 | 0.5715 | 0.5436 | 0.7373 |
|
| 426 |
+
| 0.3208 | 27.7778 | 750 | 0.5836 | 0.4929 | 0.5836 | 0.7639 |
|
| 427 |
+
| 0.3208 | 27.8519 | 752 | 0.6123 | 0.4295 | 0.6123 | 0.7825 |
|
| 428 |
+
| 0.3208 | 27.9259 | 754 | 0.5851 | 0.5291 | 0.5851 | 0.7649 |
|
| 429 |
+
| 0.3208 | 28.0 | 756 | 0.5461 | 0.5752 | 0.5461 | 0.7390 |
|
| 430 |
+
| 0.3208 | 28.0741 | 758 | 0.5355 | 0.5250 | 0.5355 | 0.7318 |
|
| 431 |
+
| 0.3208 | 28.1481 | 760 | 0.5399 | 0.5075 | 0.5399 | 0.7348 |
|
| 432 |
+
| 0.3208 | 28.2222 | 762 | 0.5423 | 0.5151 | 0.5423 | 0.7364 |
|
| 433 |
+
| 0.3208 | 28.2963 | 764 | 0.5395 | 0.5722 | 0.5395 | 0.7345 |
|
| 434 |
+
| 0.3208 | 28.3704 | 766 | 0.5363 | 0.6115 | 0.5363 | 0.7323 |
|
| 435 |
+
| 0.3208 | 28.4444 | 768 | 0.5536 | 0.5223 | 0.5536 | 0.7441 |
|
| 436 |
+
| 0.3208 | 28.5185 | 770 | 0.5416 | 0.5715 | 0.5416 | 0.7360 |
|
| 437 |
+
| 0.3208 | 28.5926 | 772 | 0.5389 | 0.6073 | 0.5389 | 0.7341 |
|
| 438 |
+
| 0.3208 | 28.6667 | 774 | 0.5496 | 0.5457 | 0.5496 | 0.7413 |
|
| 439 |
+
| 0.3208 | 28.7407 | 776 | 0.5649 | 0.5013 | 0.5649 | 0.7516 |
|
| 440 |
+
| 0.3208 | 28.8148 | 778 | 0.5867 | 0.4817 | 0.5867 | 0.7659 |
|
| 441 |
+
| 0.3208 | 28.8889 | 780 | 0.5766 | 0.4817 | 0.5766 | 0.7593 |
|
| 442 |
+
| 0.3208 | 28.9630 | 782 | 0.5485 | 0.5611 | 0.5485 | 0.7406 |
|
| 443 |
+
| 0.3208 | 29.0370 | 784 | 0.5439 | 0.4888 | 0.5439 | 0.7375 |
|
| 444 |
+
| 0.3208 | 29.1111 | 786 | 0.5818 | 0.4437 | 0.5818 | 0.7627 |
|
| 445 |
+
| 0.3208 | 29.1852 | 788 | 0.5945 | 0.4437 | 0.5945 | 0.7711 |
|
| 446 |
+
| 0.3208 | 29.2593 | 790 | 0.5829 | 0.4437 | 0.5829 | 0.7635 |
|
| 447 |
+
| 0.3208 | 29.3333 | 792 | 0.5590 | 0.4888 | 0.5590 | 0.7477 |
|
| 448 |
+
| 0.3208 | 29.4074 | 794 | 0.5454 | 0.4027 | 0.5454 | 0.7385 |
|
| 449 |
+
| 0.3208 | 29.4815 | 796 | 0.5421 | 0.4027 | 0.5421 | 0.7363 |
|
| 450 |
+
| 0.3208 | 29.5556 | 798 | 0.5434 | 0.4463 | 0.5434 | 0.7372 |
|
| 451 |
+
| 0.3208 | 29.6296 | 800 | 0.5499 | 0.5009 | 0.5499 | 0.7416 |
|
| 452 |
+
| 0.3208 | 29.7037 | 802 | 0.5485 | 0.5452 | 0.5485 | 0.7406 |
|
| 453 |
+
| 0.3208 | 29.7778 | 804 | 0.5379 | 0.5357 | 0.5379 | 0.7334 |
|
| 454 |
+
| 0.3208 | 29.8519 | 806 | 0.5379 | 0.5306 | 0.5379 | 0.7334 |
|
| 455 |
+
| 0.3208 | 29.9259 | 808 | 0.5526 | 0.5601 | 0.5526 | 0.7434 |
|
| 456 |
+
| 0.3208 | 30.0 | 810 | 0.5742 | 0.4916 | 0.5742 | 0.7577 |
|
| 457 |
+
| 0.3208 | 30.0741 | 812 | 0.5900 | 0.5123 | 0.5900 | 0.7681 |
|
| 458 |
+
| 0.3208 | 30.1481 | 814 | 0.5752 | 0.5063 | 0.5752 | 0.7584 |
|
| 459 |
+
| 0.3208 | 30.2222 | 816 | 0.5332 | 0.5271 | 0.5332 | 0.7302 |
|
| 460 |
+
| 0.3208 | 30.2963 | 818 | 0.5146 | 0.5768 | 0.5146 | 0.7174 |
|
| 461 |
+
| 0.3208 | 30.3704 | 820 | 0.5191 | 0.5125 | 0.5191 | 0.7205 |
|
| 462 |
+
| 0.3208 | 30.4444 | 822 | 0.5386 | 0.5956 | 0.5386 | 0.7339 |
|
| 463 |
+
| 0.3208 | 30.5185 | 824 | 0.5758 | 0.4817 | 0.5758 | 0.7588 |
|
| 464 |
+
| 0.3208 | 30.5926 | 826 | 0.5984 | 0.4971 | 0.5984 | 0.7735 |
|
| 465 |
+
| 0.3208 | 30.6667 | 828 | 0.5890 | 0.4817 | 0.5890 | 0.7674 |
|
| 466 |
+
| 0.3208 | 30.7407 | 830 | 0.5439 | 0.5348 | 0.5439 | 0.7375 |
|
| 467 |
+
| 0.3208 | 30.8148 | 832 | 0.5134 | 0.5883 | 0.5134 | 0.7165 |
|
| 468 |
+
| 0.3208 | 30.8889 | 834 | 0.5730 | 0.5059 | 0.5730 | 0.7570 |
|
| 469 |
+
| 0.3208 | 30.9630 | 836 | 0.6282 | 0.4755 | 0.6282 | 0.7926 |
|
| 470 |
+
| 0.3208 | 31.0370 | 838 | 0.6330 | 0.5085 | 0.6330 | 0.7956 |
|
| 471 |
+
| 0.3208 | 31.1111 | 840 | 0.5813 | 0.5177 | 0.5813 | 0.7624 |
|
| 472 |
+
| 0.3208 | 31.1852 | 842 | 0.5195 | 0.5516 | 0.5195 | 0.7208 |
|
| 473 |
+
| 0.3208 | 31.2593 | 844 | 0.5068 | 0.5784 | 0.5068 | 0.7119 |
|
| 474 |
+
| 0.3208 | 31.3333 | 846 | 0.5103 | 0.5703 | 0.5103 | 0.7143 |
|
| 475 |
+
| 0.3208 | 31.4074 | 848 | 0.5156 | 0.5357 | 0.5156 | 0.7180 |
|
| 476 |
+
| 0.3208 | 31.4815 | 850 | 0.5231 | 0.5868 | 0.5231 | 0.7233 |
|
| 477 |
+
| 0.3208 | 31.5556 | 852 | 0.5285 | 0.6010 | 0.5285 | 0.7270 |
|
| 478 |
+
| 0.3208 | 31.6296 | 854 | 0.5246 | 0.5868 | 0.5246 | 0.7243 |
|
| 479 |
+
| 0.3208 | 31.7037 | 856 | 0.5128 | 0.5955 | 0.5128 | 0.7161 |
|
| 480 |
+
| 0.3208 | 31.7778 | 858 | 0.5001 | 0.5732 | 0.5001 | 0.7072 |
|
| 481 |
+
| 0.3208 | 31.8519 | 860 | 0.4924 | 0.6024 | 0.4924 | 0.7017 |
|
| 482 |
+
| 0.3208 | 31.9259 | 862 | 0.4879 | 0.6111 | 0.4879 | 0.6985 |
|
| 483 |
+
| 0.3208 | 32.0 | 864 | 0.4857 | 0.6024 | 0.4857 | 0.6969 |
|
| 484 |
+
| 0.3208 | 32.0741 | 866 | 0.4817 | 0.6024 | 0.4817 | 0.6940 |
|
| 485 |
+
| 0.3208 | 32.1481 | 868 | 0.4796 | 0.6024 | 0.4796 | 0.6926 |
|
| 486 |
+
| 0.3208 | 32.2222 | 870 | 0.4845 | 0.6024 | 0.4845 | 0.6961 |
|
| 487 |
+
| 0.3208 | 32.2963 | 872 | 0.4889 | 0.6024 | 0.4889 | 0.6992 |
|
| 488 |
+
| 0.3208 | 32.3704 | 874 | 0.4955 | 0.6334 | 0.4955 | 0.7039 |
|
| 489 |
+
| 0.3208 | 32.4444 | 876 | 0.5031 | 0.6612 | 0.5031 | 0.7093 |
|
| 490 |
+
| 0.3208 | 32.5185 | 878 | 0.5085 | 0.6698 | 0.5085 | 0.7131 |
|
| 491 |
+
| 0.3208 | 32.5926 | 880 | 0.5067 | 0.6414 | 0.5067 | 0.7118 |
|
| 492 |
+
| 0.3208 | 32.6667 | 882 | 0.5087 | 0.6241 | 0.5087 | 0.7132 |
|
| 493 |
+
| 0.3208 | 32.7407 | 884 | 0.5180 | 0.6423 | 0.5180 | 0.7197 |
|
| 494 |
+
| 0.3208 | 32.8148 | 886 | 0.5217 | 0.6423 | 0.5217 | 0.7223 |
|
| 495 |
+
| 0.3208 | 32.8889 | 888 | 0.5149 | 0.6365 | 0.5149 | 0.7175 |
|
| 496 |
+
| 0.3208 | 32.9630 | 890 | 0.5170 | 0.6310 | 0.5170 | 0.7191 |
|
| 497 |
+
| 0.3208 | 33.0370 | 892 | 0.5191 | 0.6494 | 0.5191 | 0.7205 |
|
| 498 |
+
| 0.3208 | 33.1111 | 894 | 0.5132 | 0.6310 | 0.5132 | 0.7164 |
|
| 499 |
+
| 0.3208 | 33.1852 | 896 | 0.5083 | 0.6494 | 0.5083 | 0.7129 |
|
| 500 |
+
| 0.3208 | 33.2593 | 898 | 0.5015 | 0.6492 | 0.5015 | 0.7082 |
|
| 501 |
+
| 0.3208 | 33.3333 | 900 | 0.4969 | 0.6492 | 0.4969 | 0.7049 |
|
| 502 |
+
| 0.3208 | 33.4074 | 902 | 0.4894 | 0.6492 | 0.4894 | 0.6996 |
|
| 503 |
+
| 0.3208 | 33.4815 | 904 | 0.4813 | 0.6554 | 0.4813 | 0.6938 |
|
| 504 |
+
| 0.3208 | 33.5556 | 906 | 0.4780 | 0.6643 | 0.4780 | 0.6914 |
|
| 505 |
+
| 0.3208 | 33.6296 | 908 | 0.4736 | 0.6439 | 0.4736 | 0.6882 |
|
| 506 |
+
| 0.3208 | 33.7037 | 910 | 0.4682 | 0.6267 | 0.4682 | 0.6842 |
|
| 507 |
+
| 0.3208 | 33.7778 | 912 | 0.4632 | 0.6661 | 0.4632 | 0.6806 |
|
| 508 |
+
| 0.3208 | 33.8519 | 914 | 0.4613 | 0.6863 | 0.4613 | 0.6792 |
|
| 509 |
+
| 0.3208 | 33.9259 | 916 | 0.4645 | 0.6317 | 0.4645 | 0.6815 |
|
| 510 |
+
| 0.3208 | 34.0 | 918 | 0.4694 | 0.5933 | 0.4694 | 0.6851 |
|
| 511 |
+
| 0.3208 | 34.0741 | 920 | 0.4786 | 0.6141 | 0.4786 | 0.6918 |
|
| 512 |
+
| 0.3208 | 34.1481 | 922 | 0.4905 | 0.5983 | 0.4905 | 0.7004 |
|
| 513 |
+
| 0.3208 | 34.2222 | 924 | 0.4803 | 0.5983 | 0.4803 | 0.6931 |
|
| 514 |
+
| 0.3208 | 34.2963 | 926 | 0.4648 | 0.6609 | 0.4648 | 0.6817 |
|
| 515 |
+
| 0.3208 | 34.3704 | 928 | 0.4544 | 0.6479 | 0.4544 | 0.6741 |
|
| 516 |
+
| 0.3208 | 34.4444 | 930 | 0.4568 | 0.6655 | 0.4568 | 0.6759 |
|
| 517 |
+
| 0.3208 | 34.5185 | 932 | 0.4634 | 0.7054 | 0.4634 | 0.6807 |
|
| 518 |
+
| 0.3208 | 34.5926 | 934 | 0.4778 | 0.6370 | 0.4778 | 0.6912 |
|
| 519 |
+
| 0.3208 | 34.6667 | 936 | 0.4819 | 0.5556 | 0.4819 | 0.6942 |
|
| 520 |
+
| 0.3208 | 34.7407 | 938 | 0.4815 | 0.5605 | 0.4815 | 0.6939 |
|
| 521 |
+
| 0.3208 | 34.8148 | 940 | 0.4840 | 0.5675 | 0.4840 | 0.6957 |
|
| 522 |
+
| 0.3208 | 34.8889 | 942 | 0.4867 | 0.5675 | 0.4867 | 0.6976 |
|
| 523 |
+
| 0.3208 | 34.9630 | 944 | 0.4857 | 0.5927 | 0.4857 | 0.6969 |
|
| 524 |
+
| 0.3208 | 35.0370 | 946 | 0.4884 | 0.6184 | 0.4884 | 0.6988 |
|
| 525 |
+
| 0.3208 | 35.1111 | 948 | 0.4978 | 0.6383 | 0.4978 | 0.7056 |
|
| 526 |
+
| 0.3208 | 35.1852 | 950 | 0.5178 | 0.5970 | 0.5178 | 0.7196 |
|
| 527 |
+
| 0.3208 | 35.2593 | 952 | 0.5274 | 0.5822 | 0.5274 | 0.7262 |
|
| 528 |
+
| 0.3208 | 35.3333 | 954 | 0.5077 | 0.6783 | 0.5077 | 0.7125 |
|
| 529 |
+
| 0.3208 | 35.4074 | 956 | 0.4880 | 0.6762 | 0.4880 | 0.6985 |
|
| 530 |
+
| 0.3208 | 35.4815 | 958 | 0.4811 | 0.6530 | 0.4811 | 0.6936 |
|
| 531 |
+
| 0.3208 | 35.5556 | 960 | 0.4940 | 0.5980 | 0.4940 | 0.7029 |
|
| 532 |
+
| 0.3208 | 35.6296 | 962 | 0.5099 | 0.5516 | 0.5099 | 0.7141 |
|
| 533 |
+
| 0.3208 | 35.7037 | 964 | 0.5009 | 0.5516 | 0.5009 | 0.7077 |
|
| 534 |
+
| 0.3208 | 35.7778 | 966 | 0.4866 | 0.6326 | 0.4866 | 0.6975 |
|
| 535 |
+
| 0.3208 | 35.8519 | 968 | 0.4853 | 0.6439 | 0.4853 | 0.6966 |
|
| 536 |
+
| 0.3208 | 35.9259 | 970 | 0.4878 | 0.6359 | 0.4878 | 0.6984 |
|
| 537 |
+
| 0.3208 | 36.0 | 972 | 0.4886 | 0.6575 | 0.4886 | 0.6990 |
|
| 538 |
+
| 0.3208 | 36.0741 | 974 | 0.4906 | 0.6762 | 0.4906 | 0.7004 |
|
| 539 |
+
| 0.3208 | 36.1481 | 976 | 0.4872 | 0.6383 | 0.4872 | 0.6980 |
|
| 540 |
+
| 0.3208 | 36.2222 | 978 | 0.4876 | 0.6364 | 0.4876 | 0.6983 |
|
| 541 |
+
| 0.3208 | 36.2963 | 980 | 0.4877 | 0.6624 | 0.4877 | 0.6984 |
|
| 542 |
+
| 0.3208 | 36.3704 | 982 | 0.4938 | 0.5715 | 0.4938 | 0.7027 |
|
| 543 |
+
| 0.3208 | 36.4444 | 984 | 0.4978 | 0.5467 | 0.4978 | 0.7055 |
|
| 544 |
+
| 0.3208 | 36.5185 | 986 | 0.4957 | 0.5228 | 0.4957 | 0.7040 |
|
| 545 |
+
| 0.3208 | 36.5926 | 988 | 0.4949 | 0.5228 | 0.4949 | 0.7035 |
|
| 546 |
+
| 0.3208 | 36.6667 | 990 | 0.4913 | 0.5943 | 0.4913 | 0.7009 |
|
| 547 |
+
| 0.3208 | 36.7407 | 992 | 0.5001 | 0.5798 | 0.5001 | 0.7072 |
|
| 548 |
+
| 0.3208 | 36.8148 | 994 | 0.5062 | 0.5999 | 0.5062 | 0.7115 |
|
| 549 |
+
| 0.3208 | 36.8889 | 996 | 0.5087 | 0.5918 | 0.5087 | 0.7132 |
|
| 550 |
+
| 0.3208 | 36.9630 | 998 | 0.5179 | 0.5692 | 0.5179 | 0.7196 |
|
| 551 |
+
| 0.0608 | 37.0370 | 1000 | 0.5372 | 0.5621 | 0.5372 | 0.7330 |
|
| 552 |
+
| 0.0608 | 37.1111 | 1002 | 0.5421 | 0.4817 | 0.5421 | 0.7363 |
|
| 553 |
+
| 0.0608 | 37.1852 | 1004 | 0.5332 | 0.5217 | 0.5332 | 0.7302 |
|
| 554 |
+
| 0.0608 | 37.2593 | 1006 | 0.5149 | 0.5422 | 0.5149 | 0.7175 |
|
| 555 |
+
| 0.0608 | 37.3333 | 1008 | 0.5003 | 0.6068 | 0.5003 | 0.7073 |
|
| 556 |
+
| 0.0608 | 37.4074 | 1010 | 0.5035 | 0.5485 | 0.5035 | 0.7096 |
|
| 557 |
+
| 0.0608 | 37.4815 | 1012 | 0.5238 | 0.5715 | 0.5238 | 0.7237 |
|
| 558 |
+
| 0.0608 | 37.5556 | 1014 | 0.5414 | 0.5939 | 0.5414 | 0.7358 |
|
| 559 |
+
| 0.0608 | 37.6296 | 1016 | 0.5402 | 0.5939 | 0.5402 | 0.7350 |
|
| 560 |
+
| 0.0608 | 37.7037 | 1018 | 0.5232 | 0.5715 | 0.5232 | 0.7233 |
|
| 561 |
+
| 0.0608 | 37.7778 | 1020 | 0.5136 | 0.5485 | 0.5136 | 0.7167 |
|
| 562 |
+
| 0.0608 | 37.8519 | 1022 | 0.5101 | 0.5485 | 0.5101 | 0.7142 |
|
| 563 |
+
| 0.0608 | 37.9259 | 1024 | 0.5098 | 0.5732 | 0.5098 | 0.7140 |
|
| 564 |
+
| 0.0608 | 38.0 | 1026 | 0.5074 | 0.5732 | 0.5074 | 0.7123 |
|
| 565 |
+
| 0.0608 | 38.0741 | 1028 | 0.5063 | 0.5732 | 0.5063 | 0.7116 |
|
| 566 |
+
| 0.0608 | 38.1481 | 1030 | 0.5066 | 0.5732 | 0.5066 | 0.7118 |
|
| 567 |
+
| 0.0608 | 38.2222 | 1032 | 0.5092 | 0.5485 | 0.5092 | 0.7136 |
|
| 568 |
+
| 0.0608 | 38.2963 | 1034 | 0.5110 | 0.5485 | 0.5110 | 0.7148 |
|
| 569 |
+
| 0.0608 | 38.3704 | 1036 | 0.5159 | 0.5485 | 0.5159 | 0.7183 |
|
| 570 |
+
| 0.0608 | 38.4444 | 1038 | 0.5131 | 0.5485 | 0.5131 | 0.7163 |
|
| 571 |
+
| 0.0608 | 38.5185 | 1040 | 0.5110 | 0.5941 | 0.5110 | 0.7149 |
|
| 572 |
+
| 0.0608 | 38.5926 | 1042 | 0.5138 | 0.6364 | 0.5138 | 0.7168 |
|
| 573 |
+
| 0.0608 | 38.6667 | 1044 | 0.5147 | 0.6156 | 0.5147 | 0.7174 |
|
| 574 |
+
| 0.0608 | 38.7407 | 1046 | 0.5107 | 0.5941 | 0.5107 | 0.7146 |
|
| 575 |
+
| 0.0608 | 38.8148 | 1048 | 0.5071 | 0.5941 | 0.5071 | 0.7121 |
|
| 576 |
+
| 0.0608 | 38.8889 | 1050 | 0.5057 | 0.6156 | 0.5057 | 0.7111 |
|
| 577 |
+
| 0.0608 | 38.9630 | 1052 | 0.5134 | 0.6279 | 0.5134 | 0.7165 |
|
| 578 |
+
| 0.0608 | 39.0370 | 1054 | 0.5201 | 0.5966 | 0.5201 | 0.7212 |
|
| 579 |
+
| 0.0608 | 39.1111 | 1056 | 0.5189 | 0.6118 | 0.5189 | 0.7203 |
|
| 580 |
+
| 0.0608 | 39.1852 | 1058 | 0.5160 | 0.6279 | 0.5160 | 0.7183 |
|
| 581 |
+
| 0.0608 | 39.2593 | 1060 | 0.5136 | 0.6156 | 0.5136 | 0.7166 |
|
| 582 |
+
| 0.0608 | 39.3333 | 1062 | 0.5109 | 0.5941 | 0.5109 | 0.7148 |
|
| 583 |
+
| 0.0608 | 39.4074 | 1064 | 0.5063 | 0.5719 | 0.5063 | 0.7116 |
|
| 584 |
+
| 0.0608 | 39.4815 | 1066 | 0.5041 | 0.5719 | 0.5041 | 0.7100 |
|
| 585 |
+
| 0.0608 | 39.5556 | 1068 | 0.5004 | 0.5567 | 0.5004 | 0.7074 |
|
| 586 |
+
| 0.0608 | 39.6296 | 1070 | 0.5008 | 0.5648 | 0.5008 | 0.7077 |
|
| 587 |
+
| 0.0608 | 39.7037 | 1072 | 0.5006 | 0.5648 | 0.5006 | 0.7075 |
|
| 588 |
+
| 0.0608 | 39.7778 | 1074 | 0.4991 | 0.5567 | 0.4991 | 0.7065 |
|
| 589 |
+
| 0.0608 | 39.8519 | 1076 | 0.4991 | 0.5488 | 0.4991 | 0.7065 |
|
| 590 |
+
| 0.0608 | 39.9259 | 1078 | 0.5011 | 0.5361 | 0.5011 | 0.7079 |
|
| 591 |
+
| 0.0608 | 40.0 | 1080 | 0.5076 | 0.6053 | 0.5076 | 0.7125 |
|
| 592 |
+
| 0.0608 | 40.0741 | 1082 | 0.5037 | 0.6053 | 0.5037 | 0.7097 |
|
| 593 |
+
| 0.0608 | 40.1481 | 1084 | 0.4977 | 0.5926 | 0.4977 | 0.7055 |
|
| 594 |
+
| 0.0608 | 40.2222 | 1086 | 0.4975 | 0.5703 | 0.4975 | 0.7053 |
|
| 595 |
+
| 0.0608 | 40.2963 | 1088 | 0.4963 | 0.5868 | 0.4963 | 0.7045 |
|
| 596 |
+
| 0.0608 | 40.3704 | 1090 | 0.4957 | 0.5868 | 0.4957 | 0.7040 |
|
| 597 |
+
| 0.0608 | 40.4444 | 1092 | 0.5035 | 0.5939 | 0.5035 | 0.7096 |
|
| 598 |
+
| 0.0608 | 40.5185 | 1094 | 0.5023 | 0.5939 | 0.5023 | 0.7088 |
|
| 599 |
+
| 0.0608 | 40.5926 | 1096 | 0.4879 | 0.6171 | 0.4879 | 0.6985 |
|
| 600 |
+
| 0.0608 | 40.6667 | 1098 | 0.4759 | 0.5648 | 0.4759 | 0.6898 |
|
| 601 |
+
| 0.0608 | 40.7407 | 1100 | 0.4763 | 0.6125 | 0.4763 | 0.6901 |
|
| 602 |
+
| 0.0608 | 40.8148 | 1102 | 0.4851 | 0.6759 | 0.4851 | 0.6965 |
|
| 603 |
+
| 0.0608 | 40.8889 | 1104 | 0.4947 | 0.6503 | 0.4947 | 0.7034 |
|
| 604 |
+
| 0.0608 | 40.9630 | 1106 | 0.5026 | 0.5692 | 0.5026 | 0.7090 |
|
| 605 |
+
| 0.0608 | 41.0370 | 1108 | 0.5038 | 0.6259 | 0.5038 | 0.7098 |
|
| 606 |
+
| 0.0608 | 41.1111 | 1110 | 0.5138 | 0.5809 | 0.5138 | 0.7168 |
|
| 607 |
+
| 0.0608 | 41.1852 | 1112 | 0.5198 | 0.5809 | 0.5198 | 0.7210 |
|
| 608 |
+
| 0.0608 | 41.2593 | 1114 | 0.5143 | 0.6259 | 0.5143 | 0.7171 |
|
| 609 |
+
| 0.0608 | 41.3333 | 1116 | 0.5035 | 0.6259 | 0.5035 | 0.7096 |
|
| 610 |
+
| 0.0608 | 41.4074 | 1118 | 0.4891 | 0.6598 | 0.4891 | 0.6994 |
|
| 611 |
+
| 0.0608 | 41.4815 | 1120 | 0.4837 | 0.6771 | 0.4837 | 0.6955 |
|
| 612 |
+
| 0.0608 | 41.5556 | 1122 | 0.4781 | 0.6344 | 0.4781 | 0.6915 |
|
| 613 |
+
| 0.0608 | 41.6296 | 1124 | 0.4801 | 0.5784 | 0.4801 | 0.6929 |
|
| 614 |
+
| 0.0608 | 41.7037 | 1126 | 0.4883 | 0.5715 | 0.4883 | 0.6988 |
|
| 615 |
+
| 0.0608 | 41.7778 | 1128 | 0.5013 | 0.5715 | 0.5013 | 0.7080 |
|
| 616 |
+
| 0.0608 | 41.8519 | 1130 | 0.5085 | 0.5715 | 0.5085 | 0.7131 |
|
| 617 |
+
| 0.0608 | 41.9259 | 1132 | 0.5101 | 0.5151 | 0.5101 | 0.7142 |
|
| 618 |
+
| 0.0608 | 42.0 | 1134 | 0.5124 | 0.5003 | 0.5124 | 0.7158 |
|
| 619 |
+
| 0.0608 | 42.0741 | 1136 | 0.5139 | 0.4569 | 0.5139 | 0.7169 |
|
| 620 |
+
| 0.0608 | 42.1481 | 1138 | 0.5177 | 0.5151 | 0.5177 | 0.7195 |
|
| 621 |
+
| 0.0608 | 42.2222 | 1140 | 0.5197 | 0.5786 | 0.5197 | 0.7209 |
|
| 622 |
+
| 0.0608 | 42.2963 | 1142 | 0.5199 | 0.5272 | 0.5199 | 0.7211 |
|
| 623 |
+
| 0.0608 | 42.3704 | 1144 | 0.5247 | 0.5817 | 0.5247 | 0.7244 |
|
| 624 |
+
| 0.0608 | 42.4444 | 1146 | 0.5240 | 0.5786 | 0.5240 | 0.7239 |
|
| 625 |
+
| 0.0608 | 42.5185 | 1148 | 0.5203 | 0.5114 | 0.5203 | 0.7213 |
|
| 626 |
+
| 0.0608 | 42.5926 | 1150 | 0.5258 | 0.4307 | 0.5258 | 0.7251 |
|
| 627 |
+
| 0.0608 | 42.6667 | 1152 | 0.5349 | 0.4139 | 0.5349 | 0.7314 |
|
| 628 |
+
| 0.0608 | 42.7407 | 1154 | 0.5331 | 0.4036 | 0.5331 | 0.7301 |
|
| 629 |
+
| 0.0608 | 42.8148 | 1156 | 0.5246 | 0.3958 | 0.5246 | 0.7243 |
|
| 630 |
+
|
| 631 |
+
|
| 632 |
+
### Framework versions
|
| 633 |
+
|
| 634 |
+
- Transformers 4.44.2
|
| 635 |
+
- Pytorch 2.4.0+cu118
|
| 636 |
+
- Datasets 2.21.0
|
| 637 |
+
- Tokenizers 0.19.1
|
config.json
ADDED
|
@@ -0,0 +1,32 @@
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|
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|
|
|
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|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 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 sha256:1964bd72a8d8e9f73473a2753a23cdb8f06789cd4859642148ae5d88ffa7ec29
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:764204de39290f6ae50d72c06906ebfc97610ed2fb293967800af947d0ec0076
|
| 3 |
+
size 5304
|