Training in progress, step 500
Browse files- README.md +566 -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 |
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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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task2_organization
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| 8 |
+
results: []
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| 9 |
+
---
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| 10 |
+
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| 11 |
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<!-- 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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_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: 0.9623
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| 19 |
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- Qwk: 0.2331
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| 20 |
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- Mse: 0.9623
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| 21 |
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- Rmse: 0.9810
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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 |
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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
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| 32 |
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| 33 |
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More information needed
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| 34 |
+
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| 35 |
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## Training procedure
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| 36 |
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| 37 |
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### Training hyperparameters
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| 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 |
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- 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 |
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- lr_scheduler_type: linear
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| 46 |
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- num_epochs: 100
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| 47 |
+
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| 48 |
+
### Training results
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| 49 |
+
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| 50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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| 51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
| 52 |
+
| No log | 0.0588 | 2 | 4.6475 | -0.0020 | 4.6475 | 2.1558 |
|
| 53 |
+
| No log | 0.1176 | 4 | 2.5361 | -0.0124 | 2.5361 | 1.5925 |
|
| 54 |
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| No log | 0.1765 | 6 | 1.4455 | 0.0682 | 1.4455 | 1.2023 |
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| 55 |
+
| No log | 0.2353 | 8 | 1.2067 | 0.1080 | 1.2067 | 1.0985 |
|
| 56 |
+
| No log | 0.2941 | 10 | 1.1519 | 0.2455 | 1.1519 | 1.0733 |
|
| 57 |
+
| No log | 0.3529 | 12 | 1.2403 | 0.1753 | 1.2403 | 1.1137 |
|
| 58 |
+
| No log | 0.4118 | 14 | 1.3286 | 0.0275 | 1.3286 | 1.1526 |
|
| 59 |
+
| No log | 0.4706 | 16 | 1.3002 | -0.0577 | 1.3002 | 1.1403 |
|
| 60 |
+
| No log | 0.5294 | 18 | 1.2799 | 0.1173 | 1.2799 | 1.1313 |
|
| 61 |
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| No log | 0.5882 | 20 | 1.2621 | 0.1144 | 1.2621 | 1.1234 |
|
| 62 |
+
| No log | 0.6471 | 22 | 1.2617 | 0.0904 | 1.2617 | 1.1232 |
|
| 63 |
+
| No log | 0.7059 | 24 | 1.2866 | 0.0904 | 1.2866 | 1.1343 |
|
| 64 |
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| No log | 0.7647 | 26 | 1.2821 | 0.0904 | 1.2821 | 1.1323 |
|
| 65 |
+
| No log | 0.8235 | 28 | 1.2209 | 0.1351 | 1.2209 | 1.1050 |
|
| 66 |
+
| No log | 0.8824 | 30 | 1.2897 | -0.0407 | 1.2897 | 1.1356 |
|
| 67 |
+
| No log | 0.9412 | 32 | 1.3684 | -0.0451 | 1.3684 | 1.1698 |
|
| 68 |
+
| No log | 1.0 | 34 | 1.4133 | -0.0149 | 1.4133 | 1.1888 |
|
| 69 |
+
| No log | 1.0588 | 36 | 1.4091 | -0.0300 | 1.4091 | 1.1870 |
|
| 70 |
+
| No log | 1.1176 | 38 | 1.2227 | 0.1483 | 1.2227 | 1.1057 |
|
| 71 |
+
| No log | 1.1765 | 40 | 1.1429 | 0.2351 | 1.1429 | 1.0691 |
|
| 72 |
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| No log | 1.2353 | 42 | 1.1355 | 0.1247 | 1.1355 | 1.0656 |
|
| 73 |
+
| No log | 1.2941 | 44 | 1.1362 | 0.1417 | 1.1362 | 1.0659 |
|
| 74 |
+
| No log | 1.3529 | 46 | 1.1125 | 0.1918 | 1.1125 | 1.0548 |
|
| 75 |
+
| No log | 1.4118 | 48 | 1.1235 | 0.2526 | 1.1235 | 1.0600 |
|
| 76 |
+
| No log | 1.4706 | 50 | 1.1671 | 0.2439 | 1.1671 | 1.0803 |
|
| 77 |
+
| No log | 1.5294 | 52 | 1.1327 | 0.2986 | 1.1327 | 1.0643 |
|
| 78 |
+
| No log | 1.5882 | 54 | 1.0587 | 0.2939 | 1.0587 | 1.0289 |
|
| 79 |
+
| No log | 1.6471 | 56 | 1.0475 | 0.2200 | 1.0475 | 1.0235 |
|
| 80 |
+
| No log | 1.7059 | 58 | 1.0387 | 0.1875 | 1.0387 | 1.0192 |
|
| 81 |
+
| No log | 1.7647 | 60 | 1.0417 | 0.1649 | 1.0417 | 1.0207 |
|
| 82 |
+
| No log | 1.8235 | 62 | 1.0326 | 0.2038 | 1.0326 | 1.0162 |
|
| 83 |
+
| No log | 1.8824 | 64 | 0.9922 | 0.2782 | 0.9922 | 0.9961 |
|
| 84 |
+
| No log | 1.9412 | 66 | 1.1418 | 0.3596 | 1.1418 | 1.0686 |
|
| 85 |
+
| No log | 2.0 | 68 | 1.4713 | 0.2463 | 1.4713 | 1.2130 |
|
| 86 |
+
| No log | 2.0588 | 70 | 1.5788 | 0.1002 | 1.5788 | 1.2565 |
|
| 87 |
+
| No log | 2.1176 | 72 | 1.3703 | 0.1588 | 1.3703 | 1.1706 |
|
| 88 |
+
| No log | 2.1765 | 74 | 1.1143 | 0.2291 | 1.1143 | 1.0556 |
|
| 89 |
+
| No log | 2.2353 | 76 | 0.9954 | 0.1820 | 0.9954 | 0.9977 |
|
| 90 |
+
| No log | 2.2941 | 78 | 0.9917 | 0.2522 | 0.9917 | 0.9958 |
|
| 91 |
+
| No log | 2.3529 | 80 | 1.0311 | 0.2727 | 1.0311 | 1.0154 |
|
| 92 |
+
| No log | 2.4118 | 82 | 1.0285 | 0.2904 | 1.0285 | 1.0141 |
|
| 93 |
+
| No log | 2.4706 | 84 | 1.0317 | 0.3000 | 1.0317 | 1.0157 |
|
| 94 |
+
| No log | 2.5294 | 86 | 0.9954 | 0.2762 | 0.9954 | 0.9977 |
|
| 95 |
+
| No log | 2.5882 | 88 | 0.9257 | 0.3802 | 0.9257 | 0.9621 |
|
| 96 |
+
| No log | 2.6471 | 90 | 0.9472 | 0.4663 | 0.9472 | 0.9732 |
|
| 97 |
+
| No log | 2.7059 | 92 | 1.1303 | 0.3856 | 1.1303 | 1.0631 |
|
| 98 |
+
| No log | 2.7647 | 94 | 1.3016 | 0.3691 | 1.3016 | 1.1409 |
|
| 99 |
+
| No log | 2.8235 | 96 | 1.2542 | 0.3599 | 1.2542 | 1.1199 |
|
| 100 |
+
| No log | 2.8824 | 98 | 1.0720 | 0.4010 | 1.0720 | 1.0354 |
|
| 101 |
+
| No log | 2.9412 | 100 | 0.9651 | 0.3308 | 0.9651 | 0.9824 |
|
| 102 |
+
| No log | 3.0 | 102 | 0.9063 | 0.3744 | 0.9063 | 0.9520 |
|
| 103 |
+
| No log | 3.0588 | 104 | 0.9040 | 0.3744 | 0.9040 | 0.9508 |
|
| 104 |
+
| No log | 3.1176 | 106 | 1.0951 | 0.3742 | 1.0951 | 1.0465 |
|
| 105 |
+
| No log | 3.1765 | 108 | 1.3527 | 0.3667 | 1.3527 | 1.1630 |
|
| 106 |
+
| No log | 3.2353 | 110 | 1.3144 | 0.3347 | 1.3144 | 1.1465 |
|
| 107 |
+
| No log | 3.2941 | 112 | 1.1319 | 0.3874 | 1.1319 | 1.0639 |
|
| 108 |
+
| No log | 3.3529 | 114 | 0.9197 | 0.4647 | 0.9197 | 0.9590 |
|
| 109 |
+
| No log | 3.4118 | 116 | 0.8902 | 0.4425 | 0.8902 | 0.9435 |
|
| 110 |
+
| No log | 3.4706 | 118 | 1.0407 | 0.4216 | 1.0407 | 1.0201 |
|
| 111 |
+
| No log | 3.5294 | 120 | 1.3675 | 0.3947 | 1.3675 | 1.1694 |
|
| 112 |
+
| No log | 3.5882 | 122 | 1.4674 | 0.3603 | 1.4674 | 1.2114 |
|
| 113 |
+
| No log | 3.6471 | 124 | 1.2494 | 0.3872 | 1.2494 | 1.1178 |
|
| 114 |
+
| No log | 3.7059 | 126 | 0.9755 | 0.4295 | 0.9755 | 0.9877 |
|
| 115 |
+
| No log | 3.7647 | 128 | 0.8568 | 0.4243 | 0.8568 | 0.9256 |
|
| 116 |
+
| No log | 3.8235 | 130 | 0.9056 | 0.4243 | 0.9056 | 0.9516 |
|
| 117 |
+
| No log | 3.8824 | 132 | 0.9731 | 0.3000 | 0.9731 | 0.9865 |
|
| 118 |
+
| No log | 3.9412 | 134 | 1.0192 | 0.3398 | 1.0192 | 1.0095 |
|
| 119 |
+
| No log | 4.0 | 136 | 1.0163 | 0.3068 | 1.0163 | 1.0081 |
|
| 120 |
+
| No log | 4.0588 | 138 | 0.9385 | 0.3602 | 0.9385 | 0.9688 |
|
| 121 |
+
| No log | 4.1176 | 140 | 0.9507 | 0.3834 | 0.9507 | 0.9750 |
|
| 122 |
+
| No log | 4.1765 | 142 | 1.0072 | 0.2864 | 1.0072 | 1.0036 |
|
| 123 |
+
| No log | 4.2353 | 144 | 1.0734 | 0.2918 | 1.0734 | 1.0361 |
|
| 124 |
+
| No log | 4.2941 | 146 | 0.9918 | 0.2334 | 0.9918 | 0.9959 |
|
| 125 |
+
| No log | 4.3529 | 148 | 0.9448 | 0.3380 | 0.9448 | 0.9720 |
|
| 126 |
+
| No log | 4.4118 | 150 | 0.8962 | 0.3271 | 0.8962 | 0.9467 |
|
| 127 |
+
| No log | 4.4706 | 152 | 0.9270 | 0.3961 | 0.9270 | 0.9628 |
|
| 128 |
+
| No log | 4.5294 | 154 | 0.9371 | 0.3560 | 0.9371 | 0.9680 |
|
| 129 |
+
| No log | 4.5882 | 156 | 1.1149 | 0.3197 | 1.1149 | 1.0559 |
|
| 130 |
+
| No log | 4.6471 | 158 | 1.3453 | 0.3379 | 1.3453 | 1.1599 |
|
| 131 |
+
| No log | 4.7059 | 160 | 1.2852 | 0.4266 | 1.2852 | 1.1337 |
|
| 132 |
+
| No log | 4.7647 | 162 | 1.0805 | 0.3813 | 1.0805 | 1.0395 |
|
| 133 |
+
| No log | 4.8235 | 164 | 0.8707 | 0.4764 | 0.8707 | 0.9331 |
|
| 134 |
+
| No log | 4.8824 | 166 | 0.8610 | 0.4495 | 0.8610 | 0.9279 |
|
| 135 |
+
| No log | 4.9412 | 168 | 0.9758 | 0.4422 | 0.9758 | 0.9878 |
|
| 136 |
+
| No log | 5.0 | 170 | 1.0425 | 0.4383 | 1.0425 | 1.0210 |
|
| 137 |
+
| No log | 5.0588 | 172 | 1.1136 | 0.3340 | 1.1136 | 1.0553 |
|
| 138 |
+
| No log | 5.1176 | 174 | 0.9974 | 0.3854 | 0.9974 | 0.9987 |
|
| 139 |
+
| No log | 5.1765 | 176 | 0.9045 | 0.4110 | 0.9045 | 0.9510 |
|
| 140 |
+
| No log | 5.2353 | 178 | 0.9376 | 0.3764 | 0.9376 | 0.9683 |
|
| 141 |
+
| No log | 5.2941 | 180 | 0.9525 | 0.4222 | 0.9525 | 0.9760 |
|
| 142 |
+
| No log | 5.3529 | 182 | 0.9761 | 0.3762 | 0.9761 | 0.9880 |
|
| 143 |
+
| No log | 5.4118 | 184 | 1.1424 | 0.3676 | 1.1424 | 1.0688 |
|
| 144 |
+
| No log | 5.4706 | 186 | 1.1782 | 0.3271 | 1.1782 | 1.0854 |
|
| 145 |
+
| No log | 5.5294 | 188 | 1.0817 | 0.2686 | 1.0817 | 1.0401 |
|
| 146 |
+
| No log | 5.5882 | 190 | 0.9455 | 0.2871 | 0.9455 | 0.9723 |
|
| 147 |
+
| No log | 5.6471 | 192 | 0.8603 | 0.3938 | 0.8603 | 0.9275 |
|
| 148 |
+
| No log | 5.7059 | 194 | 0.8150 | 0.4466 | 0.8150 | 0.9028 |
|
| 149 |
+
| No log | 5.7647 | 196 | 0.8099 | 0.4072 | 0.8099 | 0.8999 |
|
| 150 |
+
| No log | 5.8235 | 198 | 0.8477 | 0.3616 | 0.8477 | 0.9207 |
|
| 151 |
+
| No log | 5.8824 | 200 | 0.9182 | 0.2551 | 0.9182 | 0.9582 |
|
| 152 |
+
| No log | 5.9412 | 202 | 1.0245 | 0.3584 | 1.0245 | 1.0122 |
|
| 153 |
+
| No log | 6.0 | 204 | 1.0723 | 0.3046 | 1.0723 | 1.0355 |
|
| 154 |
+
| No log | 6.0588 | 206 | 0.9847 | 0.2772 | 0.9847 | 0.9923 |
|
| 155 |
+
| No log | 6.1176 | 208 | 0.8791 | 0.3510 | 0.8791 | 0.9376 |
|
| 156 |
+
| No log | 6.1765 | 210 | 0.8713 | 0.3921 | 0.8713 | 0.9334 |
|
| 157 |
+
| No log | 6.2353 | 212 | 0.9332 | 0.2864 | 0.9332 | 0.9660 |
|
| 158 |
+
| No log | 6.2941 | 214 | 1.0427 | 0.2704 | 1.0427 | 1.0211 |
|
| 159 |
+
| No log | 6.3529 | 216 | 1.1211 | 0.2729 | 1.1211 | 1.0588 |
|
| 160 |
+
| No log | 6.4118 | 218 | 1.1515 | 0.2971 | 1.1515 | 1.0731 |
|
| 161 |
+
| No log | 6.4706 | 220 | 1.1444 | 0.3626 | 1.1444 | 1.0698 |
|
| 162 |
+
| No log | 6.5294 | 222 | 1.1083 | 0.3157 | 1.1083 | 1.0528 |
|
| 163 |
+
| No log | 6.5882 | 224 | 0.9423 | 0.4337 | 0.9423 | 0.9707 |
|
| 164 |
+
| No log | 6.6471 | 226 | 0.8228 | 0.3943 | 0.8228 | 0.9071 |
|
| 165 |
+
| No log | 6.7059 | 228 | 0.8677 | 0.3771 | 0.8677 | 0.9315 |
|
| 166 |
+
| No log | 6.7647 | 230 | 0.9111 | 0.3719 | 0.9111 | 0.9545 |
|
| 167 |
+
| No log | 6.8235 | 232 | 0.9540 | 0.3527 | 0.9540 | 0.9767 |
|
| 168 |
+
| No log | 6.8824 | 234 | 0.9755 | 0.3734 | 0.9755 | 0.9877 |
|
| 169 |
+
| No log | 6.9412 | 236 | 1.0525 | 0.3465 | 1.0525 | 1.0259 |
|
| 170 |
+
| No log | 7.0 | 238 | 1.0646 | 0.3567 | 1.0646 | 1.0318 |
|
| 171 |
+
| No log | 7.0588 | 240 | 0.9830 | 0.3211 | 0.9830 | 0.9914 |
|
| 172 |
+
| No log | 7.1176 | 242 | 0.8780 | 0.3744 | 0.8780 | 0.9370 |
|
| 173 |
+
| No log | 7.1765 | 244 | 0.8285 | 0.4116 | 0.8285 | 0.9102 |
|
| 174 |
+
| No log | 7.2353 | 246 | 0.8307 | 0.4261 | 0.8307 | 0.9114 |
|
| 175 |
+
| No log | 7.2941 | 248 | 0.9073 | 0.4104 | 0.9073 | 0.9525 |
|
| 176 |
+
| No log | 7.3529 | 250 | 0.9771 | 0.4202 | 0.9771 | 0.9885 |
|
| 177 |
+
| No log | 7.4118 | 252 | 1.0247 | 0.4202 | 1.0247 | 1.0123 |
|
| 178 |
+
| No log | 7.4706 | 254 | 1.0639 | 0.3111 | 1.0639 | 1.0315 |
|
| 179 |
+
| No log | 7.5294 | 256 | 1.0698 | 0.3349 | 1.0698 | 1.0343 |
|
| 180 |
+
| No log | 7.5882 | 258 | 1.1195 | 0.2679 | 1.1195 | 1.0581 |
|
| 181 |
+
| No log | 7.6471 | 260 | 1.0689 | 0.3908 | 1.0689 | 1.0339 |
|
| 182 |
+
| No log | 7.7059 | 262 | 1.0374 | 0.3436 | 1.0374 | 1.0185 |
|
| 183 |
+
| No log | 7.7647 | 264 | 0.9864 | 0.2076 | 0.9864 | 0.9932 |
|
| 184 |
+
| No log | 7.8235 | 266 | 1.0098 | 0.2119 | 1.0098 | 1.0049 |
|
| 185 |
+
| No log | 7.8824 | 268 | 0.9720 | 0.1868 | 0.9720 | 0.9859 |
|
| 186 |
+
| No log | 7.9412 | 270 | 0.9138 | 0.2624 | 0.9138 | 0.9559 |
|
| 187 |
+
| No log | 8.0 | 272 | 0.9232 | 0.2624 | 0.9232 | 0.9608 |
|
| 188 |
+
| No log | 8.0588 | 274 | 0.9695 | 0.1717 | 0.9695 | 0.9846 |
|
| 189 |
+
| No log | 8.1176 | 276 | 0.9844 | 0.2650 | 0.9844 | 0.9922 |
|
| 190 |
+
| No log | 8.1765 | 278 | 0.9182 | 0.2723 | 0.9182 | 0.9582 |
|
| 191 |
+
| No log | 8.2353 | 280 | 0.8881 | 0.3769 | 0.8881 | 0.9424 |
|
| 192 |
+
| No log | 8.2941 | 282 | 0.8837 | 0.3356 | 0.8837 | 0.9400 |
|
| 193 |
+
| No log | 8.3529 | 284 | 0.8803 | 0.3124 | 0.8803 | 0.9382 |
|
| 194 |
+
| No log | 8.4118 | 286 | 0.9285 | 0.3119 | 0.9285 | 0.9636 |
|
| 195 |
+
| No log | 8.4706 | 288 | 0.9029 | 0.4351 | 0.9029 | 0.9502 |
|
| 196 |
+
| No log | 8.5294 | 290 | 0.8083 | 0.4409 | 0.8083 | 0.8990 |
|
| 197 |
+
| No log | 8.5882 | 292 | 0.7631 | 0.5009 | 0.7631 | 0.8735 |
|
| 198 |
+
| No log | 8.6471 | 294 | 0.7654 | 0.4803 | 0.7654 | 0.8749 |
|
| 199 |
+
| No log | 8.7059 | 296 | 0.7787 | 0.4803 | 0.7787 | 0.8824 |
|
| 200 |
+
| No log | 8.7647 | 298 | 0.7976 | 0.4460 | 0.7976 | 0.8931 |
|
| 201 |
+
| No log | 8.8235 | 300 | 0.8798 | 0.3747 | 0.8798 | 0.9380 |
|
| 202 |
+
| No log | 8.8824 | 302 | 0.9342 | 0.3677 | 0.9342 | 0.9666 |
|
| 203 |
+
| No log | 8.9412 | 304 | 0.9209 | 0.2608 | 0.9209 | 0.9597 |
|
| 204 |
+
| No log | 9.0 | 306 | 0.9546 | 0.2850 | 0.9546 | 0.9770 |
|
| 205 |
+
| No log | 9.0588 | 308 | 1.0153 | 0.2285 | 1.0153 | 1.0076 |
|
| 206 |
+
| No log | 9.1176 | 310 | 1.1458 | 0.3249 | 1.1458 | 1.0704 |
|
| 207 |
+
| No log | 9.1765 | 312 | 1.1360 | 0.3249 | 1.1360 | 1.0658 |
|
| 208 |
+
| No log | 9.2353 | 314 | 1.0124 | 0.2869 | 1.0124 | 1.0062 |
|
| 209 |
+
| No log | 9.2941 | 316 | 0.9647 | 0.3674 | 0.9647 | 0.9822 |
|
| 210 |
+
| No log | 9.3529 | 318 | 0.9457 | 0.3943 | 0.9457 | 0.9725 |
|
| 211 |
+
| No log | 9.4118 | 320 | 0.9289 | 0.3943 | 0.9289 | 0.9638 |
|
| 212 |
+
| No log | 9.4706 | 322 | 0.9051 | 0.3424 | 0.9051 | 0.9513 |
|
| 213 |
+
| No log | 9.5294 | 324 | 0.9162 | 0.3493 | 0.9162 | 0.9572 |
|
| 214 |
+
| No log | 9.5882 | 326 | 0.9081 | 0.3522 | 0.9081 | 0.9529 |
|
| 215 |
+
| No log | 9.6471 | 328 | 0.9087 | 0.3263 | 0.9087 | 0.9532 |
|
| 216 |
+
| No log | 9.7059 | 330 | 0.9037 | 0.3271 | 0.9037 | 0.9506 |
|
| 217 |
+
| No log | 9.7647 | 332 | 0.8954 | 0.3243 | 0.8954 | 0.9463 |
|
| 218 |
+
| No log | 9.8235 | 334 | 0.9611 | 0.3530 | 0.9611 | 0.9804 |
|
| 219 |
+
| No log | 9.8824 | 336 | 0.9841 | 0.3452 | 0.9841 | 0.9920 |
|
| 220 |
+
| No log | 9.9412 | 338 | 0.9292 | 0.4235 | 0.9292 | 0.9640 |
|
| 221 |
+
| No log | 10.0 | 340 | 0.8736 | 0.4440 | 0.8736 | 0.9347 |
|
| 222 |
+
| No log | 10.0588 | 342 | 0.8692 | 0.4583 | 0.8692 | 0.9323 |
|
| 223 |
+
| No log | 10.1176 | 344 | 0.9113 | 0.3275 | 0.9113 | 0.9546 |
|
| 224 |
+
| No log | 10.1765 | 346 | 1.0711 | 0.1995 | 1.0711 | 1.0350 |
|
| 225 |
+
| No log | 10.2353 | 348 | 1.2107 | 0.3317 | 1.2107 | 1.1003 |
|
| 226 |
+
| No log | 10.2941 | 350 | 1.2042 | 0.2634 | 1.2042 | 1.0974 |
|
| 227 |
+
| No log | 10.3529 | 352 | 1.0850 | 0.2926 | 1.0850 | 1.0416 |
|
| 228 |
+
| No log | 10.4118 | 354 | 1.0424 | 0.3043 | 1.0424 | 1.0210 |
|
| 229 |
+
| No log | 10.4706 | 356 | 1.0220 | 0.2974 | 1.0220 | 1.0109 |
|
| 230 |
+
| No log | 10.5294 | 358 | 1.0900 | 0.2917 | 1.0900 | 1.0440 |
|
| 231 |
+
| No log | 10.5882 | 360 | 1.1566 | 0.3916 | 1.1566 | 1.0754 |
|
| 232 |
+
| No log | 10.6471 | 362 | 1.3019 | 0.3706 | 1.3019 | 1.1410 |
|
| 233 |
+
| No log | 10.7059 | 364 | 1.2086 | 0.3734 | 1.2086 | 1.0994 |
|
| 234 |
+
| No log | 10.7647 | 366 | 1.0395 | 0.2444 | 1.0395 | 1.0196 |
|
| 235 |
+
| No log | 10.8235 | 368 | 0.9739 | 0.3042 | 0.9739 | 0.9869 |
|
| 236 |
+
| No log | 10.8824 | 370 | 0.9731 | 0.2401 | 0.9731 | 0.9865 |
|
| 237 |
+
| No log | 10.9412 | 372 | 0.9742 | 0.1567 | 0.9742 | 0.9870 |
|
| 238 |
+
| No log | 11.0 | 374 | 0.9929 | 0.1761 | 0.9929 | 0.9965 |
|
| 239 |
+
| No log | 11.0588 | 376 | 0.9968 | 0.3182 | 0.9968 | 0.9984 |
|
| 240 |
+
| No log | 11.1176 | 378 | 0.9029 | 0.3812 | 0.9029 | 0.9502 |
|
| 241 |
+
| No log | 11.1765 | 380 | 0.8470 | 0.4118 | 0.8470 | 0.9203 |
|
| 242 |
+
| No log | 11.2353 | 382 | 0.8474 | 0.4118 | 0.8474 | 0.9205 |
|
| 243 |
+
| No log | 11.2941 | 384 | 0.9122 | 0.4672 | 0.9122 | 0.9551 |
|
| 244 |
+
| No log | 11.3529 | 386 | 1.0177 | 0.4742 | 1.0177 | 1.0088 |
|
| 245 |
+
| No log | 11.4118 | 388 | 0.9992 | 0.4375 | 0.9992 | 0.9996 |
|
| 246 |
+
| No log | 11.4706 | 390 | 0.9392 | 0.3115 | 0.9392 | 0.9691 |
|
| 247 |
+
| No log | 11.5294 | 392 | 0.9308 | 0.3363 | 0.9308 | 0.9648 |
|
| 248 |
+
| No log | 11.5882 | 394 | 0.9050 | 0.3525 | 0.9050 | 0.9513 |
|
| 249 |
+
| No log | 11.6471 | 396 | 0.8943 | 0.3674 | 0.8943 | 0.9457 |
|
| 250 |
+
| No log | 11.7059 | 398 | 0.9119 | 0.3525 | 0.9119 | 0.9549 |
|
| 251 |
+
| No log | 11.7647 | 400 | 0.9510 | 0.2339 | 0.9510 | 0.9752 |
|
| 252 |
+
| No log | 11.8235 | 402 | 0.9617 | 0.3686 | 0.9617 | 0.9807 |
|
| 253 |
+
| No log | 11.8824 | 404 | 0.8854 | 0.3621 | 0.8854 | 0.9409 |
|
| 254 |
+
| No log | 11.9412 | 406 | 0.8590 | 0.4141 | 0.8590 | 0.9268 |
|
| 255 |
+
| No log | 12.0 | 408 | 0.8688 | 0.4002 | 0.8688 | 0.9321 |
|
| 256 |
+
| No log | 12.0588 | 410 | 0.9419 | 0.4166 | 0.9419 | 0.9705 |
|
| 257 |
+
| No log | 12.1176 | 412 | 1.0607 | 0.3513 | 1.0607 | 1.0299 |
|
| 258 |
+
| No log | 12.1765 | 414 | 1.1633 | 0.3980 | 1.1633 | 1.0786 |
|
| 259 |
+
| No log | 12.2353 | 416 | 1.0993 | 0.3375 | 1.0993 | 1.0485 |
|
| 260 |
+
| No log | 12.2941 | 418 | 1.0335 | 0.3089 | 1.0335 | 1.0166 |
|
| 261 |
+
| No log | 12.3529 | 420 | 0.9618 | 0.2830 | 0.9618 | 0.9807 |
|
| 262 |
+
| No log | 12.4118 | 422 | 0.9722 | 0.2973 | 0.9722 | 0.9860 |
|
| 263 |
+
| No log | 12.4706 | 424 | 0.9974 | 0.2704 | 0.9974 | 0.9987 |
|
| 264 |
+
| No log | 12.5294 | 426 | 1.0006 | 0.2440 | 1.0006 | 1.0003 |
|
| 265 |
+
| No log | 12.5882 | 428 | 1.0036 | 0.2592 | 1.0036 | 1.0018 |
|
| 266 |
+
| No log | 12.6471 | 430 | 1.0443 | 0.2409 | 1.0443 | 1.0219 |
|
| 267 |
+
| No log | 12.7059 | 432 | 1.1500 | 0.3115 | 1.1500 | 1.0724 |
|
| 268 |
+
| No log | 12.7647 | 434 | 1.2013 | 0.2961 | 1.2013 | 1.0960 |
|
| 269 |
+
| No log | 12.8235 | 436 | 1.1180 | 0.3578 | 1.1180 | 1.0574 |
|
| 270 |
+
| No log | 12.8824 | 438 | 0.9909 | 0.2033 | 0.9909 | 0.9954 |
|
| 271 |
+
| No log | 12.9412 | 440 | 0.9730 | 0.2991 | 0.9730 | 0.9864 |
|
| 272 |
+
| No log | 13.0 | 442 | 0.9743 | 0.2991 | 0.9743 | 0.9871 |
|
| 273 |
+
| No log | 13.0588 | 444 | 0.9907 | 0.2033 | 0.9907 | 0.9953 |
|
| 274 |
+
| No log | 13.1176 | 446 | 1.0711 | 0.2275 | 1.0711 | 1.0349 |
|
| 275 |
+
| No log | 13.1765 | 448 | 1.0751 | 0.2275 | 1.0751 | 1.0369 |
|
| 276 |
+
| No log | 13.2353 | 450 | 1.0155 | 0.2636 | 1.0155 | 1.0077 |
|
| 277 |
+
| No log | 13.2941 | 452 | 0.9435 | 0.2231 | 0.9435 | 0.9714 |
|
| 278 |
+
| No log | 13.3529 | 454 | 0.9228 | 0.2231 | 0.9228 | 0.9606 |
|
| 279 |
+
| No log | 13.4118 | 456 | 0.9178 | 0.2761 | 0.9178 | 0.9580 |
|
| 280 |
+
| No log | 13.4706 | 458 | 0.9430 | 0.2188 | 0.9430 | 0.9711 |
|
| 281 |
+
| No log | 13.5294 | 460 | 0.9997 | 0.1860 | 0.9997 | 0.9998 |
|
| 282 |
+
| No log | 13.5882 | 462 | 1.0084 | 0.1910 | 1.0084 | 1.0042 |
|
| 283 |
+
| No log | 13.6471 | 464 | 0.9848 | 0.1868 | 0.9848 | 0.9924 |
|
| 284 |
+
| No log | 13.7059 | 466 | 1.0050 | 0.2072 | 1.0050 | 1.0025 |
|
| 285 |
+
| No log | 13.7647 | 468 | 1.0500 | 0.3333 | 1.0500 | 1.0247 |
|
| 286 |
+
| No log | 13.8235 | 470 | 1.0130 | 0.1701 | 1.0130 | 1.0065 |
|
| 287 |
+
| No log | 13.8824 | 472 | 0.9277 | 0.2813 | 0.9277 | 0.9632 |
|
| 288 |
+
| No log | 13.9412 | 474 | 0.9024 | 0.3510 | 0.9024 | 0.9500 |
|
| 289 |
+
| No log | 14.0 | 476 | 0.9264 | 0.3243 | 0.9264 | 0.9625 |
|
| 290 |
+
| No log | 14.0588 | 478 | 1.0127 | 0.3117 | 1.0127 | 1.0063 |
|
| 291 |
+
| No log | 14.1176 | 480 | 1.0363 | 0.3367 | 1.0363 | 1.0180 |
|
| 292 |
+
| No log | 14.1765 | 482 | 0.9812 | 0.3625 | 0.9812 | 0.9906 |
|
| 293 |
+
| No log | 14.2353 | 484 | 0.9136 | 0.2692 | 0.9136 | 0.9558 |
|
| 294 |
+
| No log | 14.2941 | 486 | 0.9135 | 0.3094 | 0.9135 | 0.9558 |
|
| 295 |
+
| No log | 14.3529 | 488 | 0.9829 | 0.2878 | 0.9829 | 0.9914 |
|
| 296 |
+
| No log | 14.4118 | 490 | 0.9921 | 0.2454 | 0.9921 | 0.9961 |
|
| 297 |
+
| No log | 14.4706 | 492 | 0.9874 | 0.2119 | 0.9874 | 0.9937 |
|
| 298 |
+
| No log | 14.5294 | 494 | 0.9616 | 0.2392 | 0.9616 | 0.9806 |
|
| 299 |
+
| No log | 14.5882 | 496 | 0.9189 | 0.2729 | 0.9189 | 0.9586 |
|
| 300 |
+
| No log | 14.6471 | 498 | 0.9015 | 0.2605 | 0.9015 | 0.9495 |
|
| 301 |
+
| 0.3787 | 14.7059 | 500 | 0.9236 | 0.2076 | 0.9236 | 0.9610 |
|
| 302 |
+
| 0.3787 | 14.7647 | 502 | 0.9566 | 0.2850 | 0.9566 | 0.9781 |
|
| 303 |
+
| 0.3787 | 14.8235 | 504 | 0.9365 | 0.2470 | 0.9365 | 0.9677 |
|
| 304 |
+
| 0.3787 | 14.8824 | 506 | 0.8923 | 0.2188 | 0.8923 | 0.9446 |
|
| 305 |
+
| 0.3787 | 14.9412 | 508 | 0.8810 | 0.2231 | 0.8810 | 0.9386 |
|
| 306 |
+
| 0.3787 | 15.0 | 510 | 0.8646 | 0.3424 | 0.8646 | 0.9299 |
|
| 307 |
+
| 0.3787 | 15.0588 | 512 | 0.8571 | 0.3914 | 0.8571 | 0.9258 |
|
| 308 |
+
| 0.3787 | 15.1176 | 514 | 0.8518 | 0.3953 | 0.8518 | 0.9229 |
|
| 309 |
+
| 0.3787 | 15.1765 | 516 | 0.8579 | 0.4048 | 0.8579 | 0.9262 |
|
| 310 |
+
| 0.3787 | 15.2353 | 518 | 0.8865 | 0.3779 | 0.8865 | 0.9415 |
|
| 311 |
+
| 0.3787 | 15.2941 | 520 | 0.8937 | 0.3779 | 0.8937 | 0.9454 |
|
| 312 |
+
| 0.3787 | 15.3529 | 522 | 0.9235 | 0.3654 | 0.9235 | 0.9610 |
|
| 313 |
+
| 0.3787 | 15.4118 | 524 | 0.9907 | 0.3887 | 0.9907 | 0.9954 |
|
| 314 |
+
| 0.3787 | 15.4706 | 526 | 0.9982 | 0.3552 | 0.9982 | 0.9991 |
|
| 315 |
+
| 0.3787 | 15.5294 | 528 | 0.9312 | 0.4672 | 0.9312 | 0.9650 |
|
| 316 |
+
| 0.3787 | 15.5882 | 530 | 0.9150 | 0.4704 | 0.9150 | 0.9565 |
|
| 317 |
+
| 0.3787 | 15.6471 | 532 | 0.9190 | 0.4482 | 0.9190 | 0.9587 |
|
| 318 |
+
| 0.3787 | 15.7059 | 534 | 0.9095 | 0.3948 | 0.9095 | 0.9537 |
|
| 319 |
+
| 0.3787 | 15.7647 | 536 | 0.9006 | 0.3953 | 0.9006 | 0.9490 |
|
| 320 |
+
| 0.3787 | 15.8235 | 538 | 0.9203 | 0.3953 | 0.9203 | 0.9593 |
|
| 321 |
+
| 0.3787 | 15.8824 | 540 | 0.9618 | 0.2830 | 0.9618 | 0.9807 |
|
| 322 |
+
| 0.3787 | 15.9412 | 542 | 0.9747 | 0.2782 | 0.9747 | 0.9873 |
|
| 323 |
+
| 0.3787 | 16.0 | 544 | 0.9876 | 0.2619 | 0.9876 | 0.9938 |
|
| 324 |
+
| 0.3787 | 16.0588 | 546 | 0.9505 | 0.2686 | 0.9505 | 0.9749 |
|
| 325 |
+
| 0.3787 | 16.1176 | 548 | 0.8924 | 0.3522 | 0.8924 | 0.9447 |
|
| 326 |
+
| 0.3787 | 16.1765 | 550 | 0.8747 | 0.3522 | 0.8747 | 0.9353 |
|
| 327 |
+
| 0.3787 | 16.2353 | 552 | 0.8969 | 0.3211 | 0.8969 | 0.9470 |
|
| 328 |
+
| 0.3787 | 16.2941 | 554 | 0.9996 | 0.4186 | 0.9996 | 0.9998 |
|
| 329 |
+
| 0.3787 | 16.3529 | 556 | 1.0864 | 0.4449 | 1.0864 | 1.0423 |
|
| 330 |
+
| 0.3787 | 16.4118 | 558 | 1.0303 | 0.4693 | 1.0303 | 1.0150 |
|
| 331 |
+
| 0.3787 | 16.4706 | 560 | 0.9020 | 0.3716 | 0.9020 | 0.9497 |
|
| 332 |
+
| 0.3787 | 16.5294 | 562 | 0.8576 | 0.4241 | 0.8576 | 0.9261 |
|
| 333 |
+
| 0.3787 | 16.5882 | 564 | 0.8469 | 0.3885 | 0.8469 | 0.9203 |
|
| 334 |
+
| 0.3787 | 16.6471 | 566 | 0.8467 | 0.3879 | 0.8467 | 0.9202 |
|
| 335 |
+
| 0.3787 | 16.7059 | 568 | 0.8487 | 0.3608 | 0.8487 | 0.9212 |
|
| 336 |
+
| 0.3787 | 16.7647 | 570 | 0.8774 | 0.3729 | 0.8774 | 0.9367 |
|
| 337 |
+
| 0.3787 | 16.8235 | 572 | 0.9610 | 0.3409 | 0.9610 | 0.9803 |
|
| 338 |
+
| 0.3787 | 16.8824 | 574 | 0.9858 | 0.3657 | 0.9858 | 0.9929 |
|
| 339 |
+
| 0.3787 | 16.9412 | 576 | 0.9328 | 0.3069 | 0.9328 | 0.9658 |
|
| 340 |
+
| 0.3787 | 17.0 | 578 | 0.8980 | 0.4079 | 0.8980 | 0.9476 |
|
| 341 |
+
| 0.3787 | 17.0588 | 580 | 0.9046 | 0.4077 | 0.9046 | 0.9511 |
|
| 342 |
+
| 0.3787 | 17.1176 | 582 | 0.9296 | 0.3522 | 0.9296 | 0.9641 |
|
| 343 |
+
| 0.3787 | 17.1765 | 584 | 1.0140 | 0.2490 | 1.0140 | 1.0070 |
|
| 344 |
+
| 0.3787 | 17.2353 | 586 | 1.0658 | 0.2586 | 1.0658 | 1.0324 |
|
| 345 |
+
| 0.3787 | 17.2941 | 588 | 1.0310 | 0.2586 | 1.0310 | 1.0154 |
|
| 346 |
+
| 0.3787 | 17.3529 | 590 | 0.9529 | 0.2331 | 0.9529 | 0.9762 |
|
| 347 |
+
| 0.3787 | 17.4118 | 592 | 0.9085 | 0.3583 | 0.9085 | 0.9531 |
|
| 348 |
+
| 0.3787 | 17.4706 | 594 | 0.8998 | 0.3583 | 0.8998 | 0.9486 |
|
| 349 |
+
| 0.3787 | 17.5294 | 596 | 0.9001 | 0.3641 | 0.9001 | 0.9487 |
|
| 350 |
+
| 0.3787 | 17.5882 | 598 | 0.9324 | 0.3191 | 0.9324 | 0.9656 |
|
| 351 |
+
| 0.3787 | 17.6471 | 600 | 0.9456 | 0.3069 | 0.9456 | 0.9724 |
|
| 352 |
+
| 0.3787 | 17.7059 | 602 | 0.9415 | 0.3069 | 0.9415 | 0.9703 |
|
| 353 |
+
| 0.3787 | 17.7647 | 604 | 0.8708 | 0.4102 | 0.8708 | 0.9332 |
|
| 354 |
+
| 0.3787 | 17.8235 | 606 | 0.8422 | 0.3734 | 0.8422 | 0.9177 |
|
| 355 |
+
| 0.3787 | 17.8824 | 608 | 0.8556 | 0.4036 | 0.8556 | 0.9250 |
|
| 356 |
+
| 0.3787 | 17.9412 | 610 | 0.8769 | 0.2761 | 0.8769 | 0.9364 |
|
| 357 |
+
| 0.3787 | 18.0 | 612 | 0.8761 | 0.2916 | 0.8761 | 0.9360 |
|
| 358 |
+
| 0.3787 | 18.0588 | 614 | 0.8662 | 0.3290 | 0.8662 | 0.9307 |
|
| 359 |
+
| 0.3787 | 18.1176 | 616 | 0.8612 | 0.3685 | 0.8612 | 0.9280 |
|
| 360 |
+
| 0.3787 | 18.1765 | 618 | 0.8774 | 0.3094 | 0.8774 | 0.9367 |
|
| 361 |
+
| 0.3787 | 18.2353 | 620 | 0.8975 | 0.3577 | 0.8975 | 0.9474 |
|
| 362 |
+
| 0.3787 | 18.2941 | 622 | 0.9051 | 0.3687 | 0.9051 | 0.9514 |
|
| 363 |
+
| 0.3787 | 18.3529 | 624 | 0.8853 | 0.3117 | 0.8853 | 0.9409 |
|
| 364 |
+
| 0.3787 | 18.4118 | 626 | 0.8892 | 0.3117 | 0.8892 | 0.9430 |
|
| 365 |
+
| 0.3787 | 18.4706 | 628 | 0.9258 | 0.3547 | 0.9258 | 0.9622 |
|
| 366 |
+
| 0.3787 | 18.5294 | 630 | 0.9429 | 0.3263 | 0.9429 | 0.9711 |
|
| 367 |
+
| 0.3787 | 18.5882 | 632 | 0.9779 | 0.2975 | 0.9779 | 0.9889 |
|
| 368 |
+
| 0.3787 | 18.6471 | 634 | 1.0335 | 0.2619 | 1.0335 | 1.0166 |
|
| 369 |
+
| 0.3787 | 18.7059 | 636 | 1.0571 | 0.3383 | 1.0571 | 1.0282 |
|
| 370 |
+
| 0.3787 | 18.7647 | 638 | 0.9950 | 0.2878 | 0.9950 | 0.9975 |
|
| 371 |
+
| 0.3787 | 18.8235 | 640 | 0.9196 | 0.3211 | 0.9196 | 0.9589 |
|
| 372 |
+
| 0.3787 | 18.8824 | 642 | 0.9082 | 0.3590 | 0.9082 | 0.9530 |
|
| 373 |
+
| 0.3787 | 18.9412 | 644 | 0.9404 | 0.3308 | 0.9404 | 0.9697 |
|
| 374 |
+
| 0.3787 | 19.0 | 646 | 1.0222 | 0.4010 | 1.0222 | 1.0111 |
|
| 375 |
+
| 0.3787 | 19.0588 | 648 | 1.1056 | 0.3361 | 1.1056 | 1.0515 |
|
| 376 |
+
| 0.3787 | 19.1176 | 650 | 1.0776 | 0.3317 | 1.0776 | 1.0381 |
|
| 377 |
+
| 0.3787 | 19.1765 | 652 | 1.0132 | 0.2975 | 1.0132 | 1.0066 |
|
| 378 |
+
| 0.3787 | 19.2353 | 654 | 0.9317 | 0.3093 | 0.9317 | 0.9653 |
|
| 379 |
+
| 0.3787 | 19.2941 | 656 | 0.9175 | 0.3119 | 0.9175 | 0.9579 |
|
| 380 |
+
| 0.3787 | 19.3529 | 658 | 0.9172 | 0.2967 | 0.9172 | 0.9577 |
|
| 381 |
+
| 0.3787 | 19.4118 | 660 | 0.9425 | 0.3352 | 0.9425 | 0.9708 |
|
| 382 |
+
| 0.3787 | 19.4706 | 662 | 1.0556 | 0.3530 | 1.0556 | 1.0274 |
|
| 383 |
+
| 0.3787 | 19.5294 | 664 | 1.1475 | 0.3693 | 1.1475 | 1.0712 |
|
| 384 |
+
| 0.3787 | 19.5882 | 666 | 1.1202 | 0.3064 | 1.1202 | 1.0584 |
|
| 385 |
+
| 0.3787 | 19.6471 | 668 | 1.0242 | 0.3326 | 1.0242 | 1.0120 |
|
| 386 |
+
| 0.3787 | 19.7059 | 670 | 0.9466 | 0.3211 | 0.9466 | 0.9729 |
|
| 387 |
+
| 0.3787 | 19.7647 | 672 | 0.9243 | 0.3632 | 0.9243 | 0.9614 |
|
| 388 |
+
| 0.3787 | 19.8235 | 674 | 0.9311 | 0.3211 | 0.9311 | 0.9650 |
|
| 389 |
+
| 0.3787 | 19.8824 | 676 | 0.9384 | 0.3464 | 0.9384 | 0.9687 |
|
| 390 |
+
| 0.3787 | 19.9412 | 678 | 0.9533 | 0.3069 | 0.9533 | 0.9764 |
|
| 391 |
+
| 0.3787 | 20.0 | 680 | 0.9711 | 0.3069 | 0.9711 | 0.9854 |
|
| 392 |
+
| 0.3787 | 20.0588 | 682 | 0.9789 | 0.3165 | 0.9789 | 0.9894 |
|
| 393 |
+
| 0.3787 | 20.1176 | 684 | 1.0139 | 0.3656 | 1.0139 | 1.0069 |
|
| 394 |
+
| 0.3787 | 20.1765 | 686 | 0.9874 | 0.2899 | 0.9874 | 0.9937 |
|
| 395 |
+
| 0.3787 | 20.2353 | 688 | 0.9642 | 0.2893 | 0.9642 | 0.9819 |
|
| 396 |
+
| 0.3787 | 20.2941 | 690 | 0.9581 | 0.3437 | 0.9581 | 0.9788 |
|
| 397 |
+
| 0.3787 | 20.3529 | 692 | 0.9543 | 0.3090 | 0.9543 | 0.9769 |
|
| 398 |
+
| 0.3787 | 20.4118 | 694 | 0.9494 | 0.3437 | 0.9494 | 0.9744 |
|
| 399 |
+
| 0.3787 | 20.4706 | 696 | 0.9708 | 0.3779 | 0.9708 | 0.9853 |
|
| 400 |
+
| 0.3787 | 20.5294 | 698 | 1.0182 | 0.3517 | 1.0182 | 1.0091 |
|
| 401 |
+
| 0.3787 | 20.5882 | 700 | 0.9944 | 0.3931 | 0.9944 | 0.9972 |
|
| 402 |
+
| 0.3787 | 20.6471 | 702 | 0.9505 | 0.3440 | 0.9505 | 0.9749 |
|
| 403 |
+
| 0.3787 | 20.7059 | 704 | 0.9434 | 0.3583 | 0.9434 | 0.9713 |
|
| 404 |
+
| 0.3787 | 20.7647 | 706 | 0.9439 | 0.3437 | 0.9439 | 0.9716 |
|
| 405 |
+
| 0.3787 | 20.8235 | 708 | 0.9511 | 0.2893 | 0.9511 | 0.9752 |
|
| 406 |
+
| 0.3787 | 20.8824 | 710 | 0.9645 | 0.2843 | 0.9645 | 0.9821 |
|
| 407 |
+
| 0.3787 | 20.9412 | 712 | 0.9924 | 0.3093 | 0.9924 | 0.9962 |
|
| 408 |
+
| 0.3787 | 21.0 | 714 | 0.9775 | 0.2944 | 0.9775 | 0.9887 |
|
| 409 |
+
| 0.3787 | 21.0588 | 716 | 0.9741 | 0.2658 | 0.9741 | 0.9869 |
|
| 410 |
+
| 0.3787 | 21.1176 | 718 | 0.9814 | 0.2658 | 0.9814 | 0.9906 |
|
| 411 |
+
| 0.3787 | 21.1765 | 720 | 0.9858 | 0.3217 | 0.9858 | 0.9929 |
|
| 412 |
+
| 0.3787 | 21.2353 | 722 | 0.9681 | 0.3139 | 0.9681 | 0.9839 |
|
| 413 |
+
| 0.3787 | 21.2941 | 724 | 0.9758 | 0.3834 | 0.9758 | 0.9878 |
|
| 414 |
+
| 0.3787 | 21.3529 | 726 | 1.0711 | 0.3237 | 1.0711 | 1.0350 |
|
| 415 |
+
| 0.3787 | 21.4118 | 728 | 1.1661 | 0.3614 | 1.1661 | 1.0798 |
|
| 416 |
+
| 0.3787 | 21.4706 | 730 | 1.1118 | 0.3255 | 1.1118 | 1.0544 |
|
| 417 |
+
| 0.3787 | 21.5294 | 732 | 0.9879 | 0.3762 | 0.9879 | 0.9939 |
|
| 418 |
+
| 0.3787 | 21.5882 | 734 | 0.9326 | 0.3396 | 0.9326 | 0.9657 |
|
| 419 |
+
| 0.3787 | 21.6471 | 736 | 0.9354 | 0.3590 | 0.9354 | 0.9672 |
|
| 420 |
+
| 0.3787 | 21.7059 | 738 | 0.9823 | 0.3022 | 0.9823 | 0.9911 |
|
| 421 |
+
| 0.3787 | 21.7647 | 740 | 1.0380 | 0.3474 | 1.0380 | 1.0188 |
|
| 422 |
+
| 0.3787 | 21.8235 | 742 | 1.0771 | 0.3117 | 1.0771 | 1.0378 |
|
| 423 |
+
| 0.3787 | 21.8824 | 744 | 1.0458 | 0.2975 | 1.0458 | 1.0227 |
|
| 424 |
+
| 0.3787 | 21.9412 | 746 | 0.9811 | 0.2972 | 0.9811 | 0.9905 |
|
| 425 |
+
| 0.3787 | 22.0 | 748 | 0.9296 | 0.2503 | 0.9296 | 0.9642 |
|
| 426 |
+
| 0.3787 | 22.0588 | 750 | 0.9107 | 0.3223 | 0.9107 | 0.9543 |
|
| 427 |
+
| 0.3787 | 22.1176 | 752 | 0.8955 | 0.3326 | 0.8955 | 0.9463 |
|
| 428 |
+
| 0.3787 | 22.1765 | 754 | 0.9114 | 0.3352 | 0.9114 | 0.9547 |
|
| 429 |
+
| 0.3787 | 22.2353 | 756 | 0.9622 | 0.3436 | 0.9622 | 0.9809 |
|
| 430 |
+
| 0.3787 | 22.2941 | 758 | 0.9976 | 0.4 | 0.9976 | 0.9988 |
|
| 431 |
+
| 0.3787 | 22.3529 | 760 | 0.9811 | 0.3770 | 0.9811 | 0.9905 |
|
| 432 |
+
| 0.3787 | 22.4118 | 762 | 0.9562 | 0.3165 | 0.9562 | 0.9778 |
|
| 433 |
+
| 0.3787 | 22.4706 | 764 | 0.9483 | 0.3405 | 0.9483 | 0.9738 |
|
| 434 |
+
| 0.3787 | 22.5294 | 766 | 0.9479 | 0.3389 | 0.9479 | 0.9736 |
|
| 435 |
+
| 0.3787 | 22.5882 | 768 | 0.9581 | 0.3022 | 0.9581 | 0.9788 |
|
| 436 |
+
| 0.3787 | 22.6471 | 770 | 0.9829 | 0.2878 | 0.9829 | 0.9914 |
|
| 437 |
+
| 0.3787 | 22.7059 | 772 | 1.0232 | 0.3237 | 1.0232 | 1.0115 |
|
| 438 |
+
| 0.3787 | 22.7647 | 774 | 1.0149 | 0.3237 | 1.0149 | 1.0074 |
|
| 439 |
+
| 0.3787 | 22.8235 | 776 | 0.9794 | 0.3405 | 0.9794 | 0.9897 |
|
| 440 |
+
| 0.3787 | 22.8824 | 778 | 0.9479 | 0.3363 | 0.9479 | 0.9736 |
|
| 441 |
+
| 0.3787 | 22.9412 | 780 | 0.9378 | 0.3017 | 0.9378 | 0.9684 |
|
| 442 |
+
| 0.3787 | 23.0 | 782 | 0.9330 | 0.3142 | 0.9330 | 0.9659 |
|
| 443 |
+
| 0.3787 | 23.0588 | 784 | 0.9433 | 0.3463 | 0.9433 | 0.9712 |
|
| 444 |
+
| 0.3787 | 23.1176 | 786 | 0.9805 | 0.4351 | 0.9805 | 0.9902 |
|
| 445 |
+
| 0.3787 | 23.1765 | 788 | 0.9912 | 0.4 | 0.9912 | 0.9956 |
|
| 446 |
+
| 0.3787 | 23.2353 | 790 | 0.9804 | 0.4129 | 0.9804 | 0.9902 |
|
| 447 |
+
| 0.3787 | 23.2941 | 792 | 0.9513 | 0.4390 | 0.9513 | 0.9754 |
|
| 448 |
+
| 0.3787 | 23.3529 | 794 | 0.9203 | 0.3045 | 0.9203 | 0.9593 |
|
| 449 |
+
| 0.3787 | 23.4118 | 796 | 0.9256 | 0.2893 | 0.9256 | 0.9621 |
|
| 450 |
+
| 0.3787 | 23.4706 | 798 | 0.9294 | 0.2893 | 0.9294 | 0.9641 |
|
| 451 |
+
| 0.3787 | 23.5294 | 800 | 0.9436 | 0.3656 | 0.9436 | 0.9714 |
|
| 452 |
+
| 0.3787 | 23.5882 | 802 | 0.9280 | 0.3389 | 0.9280 | 0.9633 |
|
| 453 |
+
| 0.3787 | 23.6471 | 804 | 0.9104 | 0.2871 | 0.9104 | 0.9542 |
|
| 454 |
+
| 0.3787 | 23.7059 | 806 | 0.8805 | 0.3666 | 0.8805 | 0.9384 |
|
| 455 |
+
| 0.3787 | 23.7647 | 808 | 0.8592 | 0.3710 | 0.8592 | 0.9269 |
|
| 456 |
+
| 0.3787 | 23.8235 | 810 | 0.8543 | 0.3583 | 0.8543 | 0.9243 |
|
| 457 |
+
| 0.3787 | 23.8824 | 812 | 0.8621 | 0.3847 | 0.8621 | 0.9285 |
|
| 458 |
+
| 0.3787 | 23.9412 | 814 | 0.8671 | 0.4100 | 0.8671 | 0.9312 |
|
| 459 |
+
| 0.3787 | 24.0 | 816 | 0.9069 | 0.4065 | 0.9069 | 0.9523 |
|
| 460 |
+
| 0.3787 | 24.0588 | 818 | 1.0040 | 0.3785 | 1.0040 | 1.0020 |
|
| 461 |
+
| 0.3787 | 24.1176 | 820 | 1.0558 | 0.3611 | 1.0558 | 1.0275 |
|
| 462 |
+
| 0.3787 | 24.1765 | 822 | 1.0158 | 0.3785 | 1.0158 | 1.0079 |
|
| 463 |
+
| 0.3787 | 24.2353 | 824 | 0.9337 | 0.3794 | 0.9337 | 0.9663 |
|
| 464 |
+
| 0.3787 | 24.2941 | 826 | 0.8973 | 0.3796 | 0.8973 | 0.9472 |
|
| 465 |
+
| 0.3787 | 24.3529 | 828 | 0.9020 | 0.3695 | 0.9020 | 0.9497 |
|
| 466 |
+
| 0.3787 | 24.4118 | 830 | 0.9106 | 0.3744 | 0.9106 | 0.9542 |
|
| 467 |
+
| 0.3787 | 24.4706 | 832 | 0.9374 | 0.3564 | 0.9374 | 0.9682 |
|
| 468 |
+
| 0.3787 | 24.5294 | 834 | 0.9665 | 0.3389 | 0.9665 | 0.9831 |
|
| 469 |
+
| 0.3787 | 24.5882 | 836 | 0.9846 | 0.3533 | 0.9846 | 0.9923 |
|
| 470 |
+
| 0.3787 | 24.6471 | 838 | 0.9819 | 0.2995 | 0.9819 | 0.9909 |
|
| 471 |
+
| 0.3787 | 24.7059 | 840 | 0.9883 | 0.2865 | 0.9883 | 0.9941 |
|
| 472 |
+
| 0.3787 | 24.7647 | 842 | 0.9893 | 0.2761 | 0.9893 | 0.9946 |
|
| 473 |
+
| 0.3787 | 24.8235 | 844 | 0.9786 | 0.2761 | 0.9786 | 0.9893 |
|
| 474 |
+
| 0.3787 | 24.8824 | 846 | 0.9690 | 0.2995 | 0.9690 | 0.9844 |
|
| 475 |
+
| 0.3787 | 24.9412 | 848 | 0.9718 | 0.2972 | 0.9718 | 0.9858 |
|
| 476 |
+
| 0.3787 | 25.0 | 850 | 0.9725 | 0.3022 | 0.9725 | 0.9861 |
|
| 477 |
+
| 0.3787 | 25.0588 | 852 | 0.9878 | 0.3993 | 0.9878 | 0.9939 |
|
| 478 |
+
| 0.3787 | 25.1176 | 854 | 0.9665 | 0.3656 | 0.9665 | 0.9831 |
|
| 479 |
+
| 0.3787 | 25.1765 | 856 | 0.9696 | 0.3405 | 0.9696 | 0.9847 |
|
| 480 |
+
| 0.3787 | 25.2353 | 858 | 0.9735 | 0.2995 | 0.9735 | 0.9866 |
|
| 481 |
+
| 0.3787 | 25.2941 | 860 | 0.9925 | 0.2708 | 0.9925 | 0.9962 |
|
| 482 |
+
| 0.3787 | 25.3529 | 862 | 1.0031 | 0.2290 | 1.0031 | 1.0015 |
|
| 483 |
+
| 0.3787 | 25.4118 | 864 | 1.0132 | 0.2290 | 1.0132 | 1.0066 |
|
| 484 |
+
| 0.3787 | 25.4706 | 866 | 1.0528 | 0.2669 | 1.0528 | 1.0260 |
|
| 485 |
+
| 0.3787 | 25.5294 | 868 | 1.0841 | 0.3192 | 1.0841 | 1.0412 |
|
| 486 |
+
| 0.3787 | 25.5882 | 870 | 1.1280 | 0.3136 | 1.1280 | 1.0621 |
|
| 487 |
+
| 0.3787 | 25.6471 | 872 | 1.1642 | 0.3174 | 1.1642 | 1.0790 |
|
| 488 |
+
| 0.3787 | 25.7059 | 874 | 1.1269 | 0.3301 | 1.1269 | 1.0616 |
|
| 489 |
+
| 0.3787 | 25.7647 | 876 | 1.0314 | 0.3398 | 1.0314 | 1.0156 |
|
| 490 |
+
| 0.3787 | 25.8235 | 878 | 0.9714 | 0.2130 | 0.9714 | 0.9856 |
|
| 491 |
+
| 0.3787 | 25.8824 | 880 | 0.9499 | 0.2708 | 0.9499 | 0.9746 |
|
| 492 |
+
| 0.3787 | 25.9412 | 882 | 0.9517 | 0.2708 | 0.9517 | 0.9755 |
|
| 493 |
+
| 0.3787 | 26.0 | 884 | 0.9771 | 0.2065 | 0.9771 | 0.9885 |
|
| 494 |
+
| 0.3787 | 26.0588 | 886 | 1.0040 | 0.3367 | 1.0040 | 1.0020 |
|
| 495 |
+
| 0.3787 | 26.1176 | 888 | 1.0070 | 0.3607 | 1.0070 | 1.0035 |
|
| 496 |
+
| 0.3787 | 26.1765 | 890 | 0.9848 | 0.3870 | 0.9848 | 0.9924 |
|
| 497 |
+
| 0.3787 | 26.2353 | 892 | 0.9719 | 0.2904 | 0.9719 | 0.9858 |
|
| 498 |
+
| 0.3787 | 26.2941 | 894 | 0.9543 | 0.2331 | 0.9543 | 0.9769 |
|
| 499 |
+
| 0.3787 | 26.3529 | 896 | 0.9473 | 0.2503 | 0.9473 | 0.9733 |
|
| 500 |
+
| 0.3787 | 26.4118 | 898 | 0.9483 | 0.3169 | 0.9483 | 0.9738 |
|
| 501 |
+
| 0.3787 | 26.4706 | 900 | 0.9567 | 0.2621 | 0.9567 | 0.9781 |
|
| 502 |
+
| 0.3787 | 26.5294 | 902 | 0.9781 | 0.2752 | 0.9781 | 0.9890 |
|
| 503 |
+
| 0.3787 | 26.5882 | 904 | 0.9672 | 0.2721 | 0.9672 | 0.9835 |
|
| 504 |
+
| 0.3787 | 26.6471 | 906 | 0.9514 | 0.2721 | 0.9514 | 0.9754 |
|
| 505 |
+
| 0.3787 | 26.7059 | 908 | 0.9190 | 0.3217 | 0.9190 | 0.9587 |
|
| 506 |
+
| 0.3787 | 26.7647 | 910 | 0.8940 | 0.3237 | 0.8940 | 0.9455 |
|
| 507 |
+
| 0.3787 | 26.8235 | 912 | 0.9064 | 0.3436 | 0.9064 | 0.9520 |
|
| 508 |
+
| 0.3787 | 26.8824 | 914 | 0.9008 | 0.3436 | 0.9008 | 0.9491 |
|
| 509 |
+
| 0.3787 | 26.9412 | 916 | 0.8693 | 0.4429 | 0.8693 | 0.9323 |
|
| 510 |
+
| 0.3787 | 27.0 | 918 | 0.8438 | 0.3902 | 0.8438 | 0.9186 |
|
| 511 |
+
| 0.3787 | 27.0588 | 920 | 0.8589 | 0.3522 | 0.8589 | 0.9268 |
|
| 512 |
+
| 0.3787 | 27.1176 | 922 | 0.8930 | 0.3191 | 0.8930 | 0.9450 |
|
| 513 |
+
| 0.3787 | 27.1765 | 924 | 0.9278 | 0.3687 | 0.9278 | 0.9632 |
|
| 514 |
+
| 0.3787 | 27.2353 | 926 | 0.9257 | 0.3687 | 0.9257 | 0.9622 |
|
| 515 |
+
| 0.3787 | 27.2941 | 928 | 0.9199 | 0.3191 | 0.9199 | 0.9591 |
|
| 516 |
+
| 0.3787 | 27.3529 | 930 | 0.8874 | 0.3217 | 0.8874 | 0.9420 |
|
| 517 |
+
| 0.3787 | 27.4118 | 932 | 0.8746 | 0.3196 | 0.8746 | 0.9352 |
|
| 518 |
+
| 0.3787 | 27.4706 | 934 | 0.8697 | 0.3094 | 0.8697 | 0.9326 |
|
| 519 |
+
| 0.3787 | 27.5294 | 936 | 0.8948 | 0.3317 | 0.8948 | 0.9459 |
|
| 520 |
+
| 0.3787 | 27.5882 | 938 | 0.9611 | 0.3281 | 0.9611 | 0.9803 |
|
| 521 |
+
| 0.3787 | 27.6471 | 940 | 1.0306 | 0.4 | 1.0306 | 1.0152 |
|
| 522 |
+
| 0.3787 | 27.7059 | 942 | 1.1181 | 0.3585 | 1.1181 | 1.0574 |
|
| 523 |
+
| 0.3787 | 27.7647 | 944 | 1.1192 | 0.4025 | 1.1192 | 1.0579 |
|
| 524 |
+
| 0.3787 | 27.8235 | 946 | 1.0494 | 0.3800 | 1.0494 | 1.0244 |
|
| 525 |
+
| 0.3787 | 27.8824 | 948 | 0.9493 | 0.4289 | 0.9493 | 0.9743 |
|
| 526 |
+
| 0.3787 | 27.9412 | 950 | 0.8971 | 0.4006 | 0.8971 | 0.9471 |
|
| 527 |
+
| 0.3787 | 28.0 | 952 | 0.8951 | 0.3243 | 0.8951 | 0.9461 |
|
| 528 |
+
| 0.3787 | 28.0588 | 954 | 0.9149 | 0.3412 | 0.9149 | 0.9565 |
|
| 529 |
+
| 0.3787 | 28.1176 | 956 | 0.9789 | 0.3359 | 0.9789 | 0.9894 |
|
| 530 |
+
| 0.3787 | 28.1765 | 958 | 1.0271 | 0.3427 | 1.0271 | 1.0135 |
|
| 531 |
+
| 0.3787 | 28.2353 | 960 | 1.0103 | 0.3024 | 1.0103 | 1.0051 |
|
| 532 |
+
| 0.3787 | 28.2941 | 962 | 0.9624 | 0.3436 | 0.9624 | 0.9810 |
|
| 533 |
+
| 0.3787 | 28.3529 | 964 | 0.9238 | 0.3926 | 0.9238 | 0.9612 |
|
| 534 |
+
| 0.3787 | 28.4118 | 966 | 0.9146 | 0.4164 | 0.9146 | 0.9564 |
|
| 535 |
+
| 0.3787 | 28.4706 | 968 | 0.9049 | 0.4069 | 0.9049 | 0.9513 |
|
| 536 |
+
| 0.3787 | 28.5294 | 970 | 0.9026 | 0.4069 | 0.9026 | 0.9501 |
|
| 537 |
+
| 0.3787 | 28.5882 | 972 | 0.9136 | 0.4069 | 0.9136 | 0.9558 |
|
| 538 |
+
| 0.3787 | 28.6471 | 974 | 0.9493 | 0.3902 | 0.9493 | 0.9743 |
|
| 539 |
+
| 0.3787 | 28.7059 | 976 | 1.0137 | 0.3197 | 1.0137 | 1.0068 |
|
| 540 |
+
| 0.3787 | 28.7647 | 978 | 1.0448 | 0.3197 | 1.0448 | 1.0222 |
|
| 541 |
+
| 0.3787 | 28.8235 | 980 | 1.0581 | 0.3197 | 1.0581 | 1.0286 |
|
| 542 |
+
| 0.3787 | 28.8824 | 982 | 1.0043 | 0.3299 | 1.0043 | 1.0021 |
|
| 543 |
+
| 0.3787 | 28.9412 | 984 | 0.9730 | 0.3560 | 0.9730 | 0.9864 |
|
| 544 |
+
| 0.3787 | 29.0 | 986 | 0.9852 | 0.3281 | 0.9852 | 0.9926 |
|
| 545 |
+
| 0.3787 | 29.0588 | 988 | 0.9922 | 0.3281 | 0.9922 | 0.9961 |
|
| 546 |
+
| 0.3787 | 29.1176 | 990 | 1.0039 | 0.2752 | 1.0039 | 1.0019 |
|
| 547 |
+
| 0.3787 | 29.1765 | 992 | 0.9962 | 0.2752 | 0.9962 | 0.9981 |
|
| 548 |
+
| 0.3787 | 29.2353 | 994 | 0.9632 | 0.2175 | 0.9632 | 0.9814 |
|
| 549 |
+
| 0.3787 | 29.2941 | 996 | 0.9182 | 0.2887 | 0.9182 | 0.9582 |
|
| 550 |
+
| 0.3787 | 29.3529 | 998 | 0.9130 | 0.3201 | 0.9130 | 0.9555 |
|
| 551 |
+
| 0.0695 | 29.4118 | 1000 | 0.9204 | 0.2729 | 0.9204 | 0.9594 |
|
| 552 |
+
| 0.0695 | 29.4706 | 1002 | 0.9220 | 0.2887 | 0.9220 | 0.9602 |
|
| 553 |
+
| 0.0695 | 29.5294 | 1004 | 0.9136 | 0.2887 | 0.9136 | 0.9559 |
|
| 554 |
+
| 0.0695 | 29.5882 | 1006 | 0.9178 | 0.2569 | 0.9178 | 0.9580 |
|
| 555 |
+
| 0.0695 | 29.6471 | 1008 | 0.9190 | 0.2569 | 0.9190 | 0.9587 |
|
| 556 |
+
| 0.0695 | 29.7059 | 1010 | 0.9220 | 0.2569 | 0.9220 | 0.9602 |
|
| 557 |
+
| 0.0695 | 29.7647 | 1012 | 0.9425 | 0.2486 | 0.9425 | 0.9708 |
|
| 558 |
+
| 0.0695 | 29.8235 | 1014 | 0.9623 | 0.2331 | 0.9623 | 0.9810 |
|
| 559 |
+
|
| 560 |
+
|
| 561 |
+
### Framework versions
|
| 562 |
+
|
| 563 |
+
- Transformers 4.44.2
|
| 564 |
+
- Pytorch 2.4.0+cu118
|
| 565 |
+
- Datasets 2.21.0
|
| 566 |
+
- 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:e4ce7c7e9528ba71f1f1f65a59743a697f7ee00868f3389e4769e28db27968bc
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5551602d899d1d3233948d6a62d14d61be691960464a47086755f0b4bf07257b
|
| 3 |
+
size 5368
|