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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization

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  1. README.md +271 -271
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization
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  results: []
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  ---
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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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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9212
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- - Qwk: 0.0087
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- - Mse: 0.9212
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- - Rmse: 0.9598
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  ## Model description
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@@ -49,271 +49,271 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0513 | 2 | 2.6227 | -0.0449 | 2.6227 | 1.6195 |
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- | No log | 0.1026 | 4 | 1.3024 | 0.0726 | 1.3024 | 1.1412 |
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- | No log | 0.1538 | 6 | 1.1984 | -0.0927 | 1.1984 | 1.0947 |
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- | No log | 0.2051 | 8 | 1.2360 | -0.0623 | 1.2360 | 1.1118 |
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- | No log | 0.2564 | 10 | 1.2153 | -0.0708 | 1.2153 | 1.1024 |
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- | No log | 0.3077 | 12 | 1.2035 | -0.0204 | 1.2035 | 1.0971 |
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- | No log | 0.3590 | 14 | 1.0747 | -0.0925 | 1.0747 | 1.0367 |
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- | No log | 0.4103 | 16 | 0.9941 | -0.0831 | 0.9941 | 0.9971 |
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- | No log | 0.4615 | 18 | 1.1527 | -0.0148 | 1.1527 | 1.0737 |
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- | No log | 0.5128 | 20 | 1.2832 | -0.0599 | 1.2832 | 1.1328 |
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- | No log | 0.5641 | 22 | 1.2129 | -0.0399 | 1.2129 | 1.1013 |
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- | No log | 0.6154 | 24 | 0.9910 | 0.0909 | 0.9910 | 0.9955 |
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- | No log | 0.6667 | 26 | 0.9238 | 0.1184 | 0.9238 | 0.9611 |
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- | No log | 0.7179 | 28 | 0.8942 | 0.1184 | 0.8942 | 0.9456 |
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- | No log | 0.7692 | 30 | 0.8688 | 0.0725 | 0.8688 | 0.9321 |
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- | No log | 0.8205 | 32 | 0.8514 | 0.1646 | 0.8514 | 0.9227 |
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- | No log | 0.8718 | 34 | 0.8430 | 0.1646 | 0.8430 | 0.9181 |
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- | No log | 0.9231 | 36 | 0.8678 | 0.1620 | 0.8678 | 0.9316 |
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- | No log | 0.9744 | 38 | 0.9028 | 0.1267 | 0.9028 | 0.9502 |
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- | No log | 1.0256 | 40 | 1.1096 | -0.0076 | 1.1096 | 1.0534 |
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- | No log | 1.0769 | 42 | 1.0824 | 0.0271 | 1.0824 | 1.0404 |
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- | No log | 1.1282 | 44 | 0.8707 | -0.0831 | 0.8707 | 0.9331 |
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- | No log | 1.1795 | 46 | 0.8628 | -0.0741 | 0.8628 | 0.9289 |
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- | No log | 1.2308 | 48 | 0.9271 | 0.1240 | 0.9271 | 0.9629 |
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- | No log | 1.2821 | 50 | 1.0901 | 0.0615 | 1.0901 | 1.0441 |
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- | No log | 1.3333 | 52 | 1.4779 | 0.0495 | 1.4779 | 1.2157 |
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- | No log | 1.3846 | 54 | 1.1393 | 0.0638 | 1.1393 | 1.0674 |
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- | No log | 1.4359 | 56 | 0.8576 | 0.1093 | 0.8576 | 0.9261 |
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- | No log | 1.4872 | 58 | 0.8631 | 0.0327 | 0.8631 | 0.9291 |
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- | No log | 1.5385 | 60 | 0.9224 | 0.1660 | 0.9224 | 0.9604 |
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- | No log | 1.5897 | 62 | 1.1689 | -0.0222 | 1.1689 | 1.0812 |
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- | No log | 1.6410 | 64 | 1.5619 | -0.0295 | 1.5619 | 1.2498 |
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- | No log | 1.6923 | 66 | 1.4703 | -0.0025 | 1.4703 | 1.2126 |
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- | No log | 1.7436 | 68 | 1.1333 | 0.1856 | 1.1333 | 1.0646 |
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- | No log | 1.7949 | 70 | 0.8299 | -0.0426 | 0.8299 | 0.9110 |
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- | No log | 1.8462 | 72 | 0.7465 | 0.0 | 0.7465 | 0.8640 |
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- | No log | 1.8974 | 74 | 0.7834 | -0.0079 | 0.7834 | 0.8851 |
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- | No log | 1.9487 | 76 | 0.7938 | -0.0079 | 0.7938 | 0.8910 |
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- | No log | 2.0 | 78 | 0.7933 | -0.0027 | 0.7933 | 0.8907 |
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- | No log | 2.0513 | 80 | 0.8133 | 0.0428 | 0.8133 | 0.9019 |
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- | No log | 2.1026 | 82 | 0.8623 | -0.0426 | 0.8623 | 0.9286 |
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- | No log | 2.1538 | 84 | 0.9325 | 0.0053 | 0.9325 | 0.9656 |
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- | No log | 2.2051 | 86 | 0.9521 | 0.0959 | 0.9521 | 0.9758 |
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- | No log | 2.2564 | 88 | 0.8753 | 0.1580 | 0.8753 | 0.9356 |
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- | No log | 2.3077 | 90 | 0.8857 | 0.1775 | 0.8857 | 0.9411 |
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- | No log | 2.3590 | 92 | 0.9068 | 0.1624 | 0.9068 | 0.9523 |
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- | No log | 2.4103 | 94 | 0.9277 | 0.1723 | 0.9277 | 0.9631 |
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- | No log | 2.4615 | 96 | 0.9814 | 0.1483 | 0.9814 | 0.9907 |
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- | No log | 2.5128 | 98 | 1.0836 | 0.1215 | 1.0836 | 1.0410 |
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- | No log | 2.5641 | 100 | 1.2492 | -0.0599 | 1.2492 | 1.1177 |
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- | No log | 2.6154 | 102 | 1.1576 | -0.0104 | 1.1576 | 1.0759 |
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- | No log | 2.6667 | 104 | 0.9093 | 0.2424 | 0.9093 | 0.9536 |
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- | No log | 2.7179 | 106 | 0.8286 | 0.0757 | 0.8286 | 0.9103 |
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- | No log | 2.7692 | 108 | 0.8159 | 0.1287 | 0.8159 | 0.9033 |
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- | No log | 2.8205 | 110 | 0.8824 | 0.1327 | 0.8824 | 0.9394 |
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- | No log | 2.8718 | 112 | 0.9525 | 0.1739 | 0.9525 | 0.9760 |
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- | No log | 2.9231 | 114 | 0.9399 | 0.1739 | 0.9399 | 0.9695 |
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- | No log | 2.9744 | 116 | 0.8375 | 0.1718 | 0.8375 | 0.9151 |
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- | No log | 3.0256 | 118 | 0.8047 | 0.0717 | 0.8047 | 0.8971 |
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- | No log | 3.0769 | 120 | 0.8286 | 0.0717 | 0.8286 | 0.9103 |
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- | No log | 3.1282 | 122 | 0.8624 | 0.1519 | 0.8624 | 0.9286 |
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- | No log | 3.1795 | 124 | 0.9217 | 0.1170 | 0.9217 | 0.9600 |
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- | No log | 3.2308 | 126 | 1.0382 | 0.0560 | 1.0382 | 1.0189 |
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- | No log | 3.2821 | 128 | 1.0988 | 0.0594 | 1.0988 | 1.0482 |
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- | No log | 3.3333 | 130 | 1.0542 | 0.0840 | 1.0542 | 1.0268 |
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- | No log | 3.3846 | 132 | 1.0496 | 0.1159 | 1.0496 | 1.0245 |
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- | No log | 3.4359 | 134 | 1.0741 | 0.0988 | 1.0741 | 1.0364 |
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- | No log | 3.4872 | 136 | 1.1521 | 0.0252 | 1.1521 | 1.0734 |
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- | No log | 3.5385 | 138 | 1.1225 | 0.0757 | 1.1225 | 1.0595 |
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- | No log | 3.5897 | 140 | 1.0806 | 0.1331 | 1.0806 | 1.0395 |
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- | No log | 3.6410 | 142 | 1.0980 | 0.0859 | 1.0980 | 1.0479 |
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- | No log | 3.6923 | 144 | 0.9957 | 0.1767 | 0.9957 | 0.9979 |
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- | No log | 3.7436 | 146 | 1.0138 | 0.1541 | 1.0138 | 1.0069 |
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- | No log | 3.7949 | 148 | 1.0003 | 0.1541 | 1.0003 | 1.0001 |
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- | No log | 3.8462 | 150 | 0.9237 | 0.2132 | 0.9237 | 0.9611 |
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- | No log | 3.8974 | 152 | 0.9392 | 0.1600 | 0.9392 | 0.9691 |
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- | No log | 3.9487 | 154 | 1.0178 | 0.2075 | 1.0178 | 1.0089 |
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- | No log | 4.0 | 156 | 0.9402 | 0.2679 | 0.9402 | 0.9696 |
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- | No log | 4.0513 | 158 | 0.8894 | 0.1479 | 0.8894 | 0.9431 |
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- | No log | 4.1026 | 160 | 0.9292 | 0.2262 | 0.9292 | 0.9639 |
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- | No log | 4.1538 | 162 | 0.8851 | 0.1176 | 0.8851 | 0.9408 |
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- | No log | 4.2051 | 164 | 0.8993 | 0.1321 | 0.8993 | 0.9483 |
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- | No log | 4.2564 | 166 | 0.9440 | 0.1672 | 0.9440 | 0.9716 |
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- | No log | 4.3077 | 168 | 0.9210 | 0.0573 | 0.9210 | 0.9597 |
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- | No log | 4.3590 | 170 | 1.0005 | 0.2059 | 1.0005 | 1.0002 |
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- | No log | 4.4103 | 172 | 1.0005 | 0.1662 | 1.0005 | 1.0003 |
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- | No log | 4.4615 | 174 | 0.9674 | 0.1176 | 0.9674 | 0.9836 |
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- | No log | 4.5128 | 176 | 1.0801 | 0.1878 | 1.0801 | 1.0393 |
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- | No log | 4.5641 | 178 | 1.0792 | 0.1426 | 1.0792 | 1.0388 |
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- | No log | 4.6154 | 180 | 1.0322 | 0.1605 | 1.0322 | 1.0160 |
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- | No log | 4.6667 | 182 | 1.0285 | 0.1917 | 1.0285 | 1.0142 |
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- | No log | 4.7179 | 184 | 1.0668 | 0.1544 | 1.0668 | 1.0329 |
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- | No log | 4.7692 | 186 | 1.0273 | 0.2287 | 1.0273 | 1.0136 |
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- | No log | 4.8205 | 188 | 0.9461 | 0.1101 | 0.9461 | 0.9727 |
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- | No log | 4.8718 | 190 | 0.9160 | 0.0473 | 0.9160 | 0.9571 |
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- | No log | 4.9231 | 192 | 0.9269 | 0.1737 | 0.9269 | 0.9628 |
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- | No log | 4.9744 | 194 | 1.0005 | 0.1489 | 1.0005 | 1.0002 |
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- | No log | 5.0256 | 196 | 0.9742 | 0.2396 | 0.9742 | 0.9870 |
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- | No log | 5.0769 | 198 | 0.8733 | 0.0572 | 0.8733 | 0.9345 |
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- | No log | 5.1282 | 200 | 0.9093 | 0.2633 | 0.9093 | 0.9536 |
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- | No log | 5.1795 | 202 | 0.9370 | 0.2576 | 0.9370 | 0.9680 |
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- | No log | 5.2308 | 204 | 0.8394 | 0.0798 | 0.8394 | 0.9162 |
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- | No log | 5.2821 | 206 | 0.8201 | 0.2682 | 0.8201 | 0.9056 |
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- | No log | 5.3333 | 208 | 0.8947 | 0.2469 | 0.8947 | 0.9459 |
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- | No log | 5.3846 | 210 | 0.9110 | 0.2122 | 0.9110 | 0.9545 |
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- | No log | 5.4359 | 212 | 0.8945 | 0.2409 | 0.8945 | 0.9458 |
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- | No log | 5.4872 | 214 | 0.8517 | 0.2366 | 0.8517 | 0.9229 |
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- | No log | 5.5385 | 216 | 0.8248 | 0.2058 | 0.8248 | 0.9082 |
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- | No log | 5.5897 | 218 | 0.7909 | 0.1347 | 0.7909 | 0.8893 |
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- | No log | 5.6410 | 220 | 0.7812 | 0.1386 | 0.7812 | 0.8838 |
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- | No log | 5.6923 | 222 | 0.8352 | 0.1492 | 0.8352 | 0.9139 |
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- | No log | 5.7436 | 224 | 0.9244 | 0.1819 | 0.9244 | 0.9614 |
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- | No log | 5.7949 | 226 | 0.9352 | 0.1223 | 0.9352 | 0.9670 |
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- | No log | 5.8462 | 228 | 0.8753 | 0.1803 | 0.8753 | 0.9356 |
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- | No log | 5.8974 | 230 | 0.8587 | 0.1264 | 0.8587 | 0.9267 |
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- | No log | 5.9487 | 232 | 0.9006 | 0.0856 | 0.9006 | 0.9490 |
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- | No log | 6.0 | 234 | 0.9218 | 0.1523 | 0.9218 | 0.9601 |
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- | No log | 6.0513 | 236 | 0.9811 | 0.1516 | 0.9811 | 0.9905 |
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- | No log | 6.1026 | 238 | 1.0489 | 0.1575 | 1.0489 | 1.0241 |
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- | No log | 6.1538 | 240 | 1.0836 | 0.1613 | 1.0836 | 1.0410 |
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- | No log | 6.2051 | 242 | 1.0284 | 0.1188 | 1.0284 | 1.0141 |
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- | No log | 6.2564 | 244 | 0.9839 | 0.1418 | 0.9839 | 0.9919 |
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- | No log | 6.3077 | 246 | 0.9903 | 0.1683 | 0.9903 | 0.9951 |
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- | No log | 6.3590 | 248 | 0.9482 | 0.2691 | 0.9482 | 0.9737 |
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- | No log | 6.4103 | 250 | 0.8738 | 0.0968 | 0.8738 | 0.9348 |
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- | No log | 6.4615 | 252 | 0.8976 | 0.0807 | 0.8976 | 0.9474 |
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- | No log | 6.5128 | 254 | 0.9903 | 0.0550 | 0.9903 | 0.9951 |
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- | No log | 6.5641 | 256 | 1.0197 | 0.1568 | 1.0197 | 1.0098 |
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- | No log | 6.6154 | 258 | 0.9762 | 0.1231 | 0.9762 | 0.9880 |
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- | No log | 6.6667 | 260 | 0.9516 | 0.1198 | 0.9516 | 0.9755 |
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- | No log | 6.7179 | 262 | 0.9165 | 0.0747 | 0.9165 | 0.9573 |
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- | No log | 6.7692 | 264 | 0.9471 | 0.1432 | 0.9471 | 0.9732 |
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- | No log | 6.8205 | 266 | 0.9627 | 0.0599 | 0.9627 | 0.9812 |
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- | No log | 6.8718 | 268 | 0.9672 | 0.0817 | 0.9672 | 0.9835 |
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- | No log | 6.9231 | 270 | 0.9629 | 0.0817 | 0.9629 | 0.9813 |
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- | No log | 6.9744 | 272 | 0.9585 | 0.0619 | 0.9585 | 0.9791 |
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- | No log | 7.0256 | 274 | 0.9588 | 0.1483 | 0.9588 | 0.9792 |
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- | No log | 7.0769 | 276 | 0.9978 | 0.0172 | 0.9978 | 0.9989 |
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- | No log | 7.1282 | 278 | 1.0021 | 0.0922 | 1.0021 | 1.0010 |
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- | No log | 7.1795 | 280 | 0.9354 | 0.0905 | 0.9354 | 0.9671 |
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- | No log | 7.2308 | 282 | 0.8815 | -0.0462 | 0.8815 | 0.9389 |
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- | No log | 7.2821 | 284 | 0.8883 | 0.1007 | 0.8883 | 0.9425 |
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- | No log | 7.3333 | 286 | 0.9303 | 0.2285 | 0.9303 | 0.9645 |
195
- | No log | 7.3846 | 288 | 0.9424 | 0.1901 | 0.9424 | 0.9708 |
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- | No log | 7.4359 | 290 | 0.9330 | 0.0573 | 0.9330 | 0.9659 |
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- | No log | 7.4872 | 292 | 0.9890 | 0.1125 | 0.9890 | 0.9945 |
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- | No log | 7.5385 | 294 | 1.0632 | 0.1122 | 1.0632 | 1.0311 |
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- | No log | 7.5897 | 296 | 1.0374 | 0.1124 | 1.0374 | 1.0185 |
200
- | No log | 7.6410 | 298 | 0.9760 | 0.1905 | 0.9760 | 0.9879 |
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- | No log | 7.6923 | 300 | 0.9640 | 0.1173 | 0.9640 | 0.9818 |
202
- | No log | 7.7436 | 302 | 0.9717 | 0.2077 | 0.9717 | 0.9858 |
203
- | No log | 7.7949 | 304 | 0.9314 | 0.1531 | 0.9314 | 0.9651 |
204
- | No log | 7.8462 | 306 | 0.9160 | 0.2053 | 0.9160 | 0.9571 |
205
- | No log | 7.8974 | 308 | 0.9837 | 0.1166 | 0.9837 | 0.9918 |
206
- | No log | 7.9487 | 310 | 0.9921 | 0.0189 | 0.9921 | 0.9961 |
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- | No log | 8.0 | 312 | 0.9388 | 0.0407 | 0.9388 | 0.9689 |
208
- | No log | 8.0513 | 314 | 0.9006 | 0.1009 | 0.9006 | 0.9490 |
209
- | No log | 8.1026 | 316 | 0.9080 | 0.1303 | 0.9080 | 0.9529 |
210
- | No log | 8.1538 | 318 | 0.9289 | 0.0971 | 0.9289 | 0.9638 |
211
- | No log | 8.2051 | 320 | 1.0087 | 0.1693 | 1.0087 | 1.0044 |
212
- | No log | 8.2564 | 322 | 1.0787 | 0.0785 | 1.0787 | 1.0386 |
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- | No log | 8.3077 | 324 | 1.1161 | 0.0785 | 1.1161 | 1.0564 |
214
- | No log | 8.3590 | 326 | 1.0595 | 0.1023 | 1.0595 | 1.0293 |
215
- | No log | 8.4103 | 328 | 0.9923 | 0.0253 | 0.9923 | 0.9961 |
216
- | No log | 8.4615 | 330 | 0.9707 | 0.0821 | 0.9707 | 0.9852 |
217
- | No log | 8.5128 | 332 | 0.9686 | 0.0792 | 0.9686 | 0.9842 |
218
- | No log | 8.5641 | 334 | 0.9445 | 0.0563 | 0.9445 | 0.9718 |
219
- | No log | 8.6154 | 336 | 0.9180 | 0.0784 | 0.9180 | 0.9581 |
220
- | No log | 8.6667 | 338 | 0.9409 | 0.0879 | 0.9409 | 0.9700 |
221
- | No log | 8.7179 | 340 | 0.9696 | 0.0560 | 0.9696 | 0.9847 |
222
- | No log | 8.7692 | 342 | 0.9307 | 0.0506 | 0.9307 | 0.9647 |
223
- | No log | 8.8205 | 344 | 0.9020 | 0.0361 | 0.9020 | 0.9498 |
224
- | No log | 8.8718 | 346 | 0.9064 | -0.0117 | 0.9064 | 0.9521 |
225
- | No log | 8.9231 | 348 | 0.9332 | 0.0892 | 0.9332 | 0.9660 |
226
- | No log | 8.9744 | 350 | 0.9456 | 0.0306 | 0.9456 | 0.9724 |
227
- | No log | 9.0256 | 352 | 1.0030 | 0.0827 | 1.0030 | 1.0015 |
228
- | No log | 9.0769 | 354 | 1.0819 | 0.1194 | 1.0819 | 1.0401 |
229
- | No log | 9.1282 | 356 | 1.1184 | 0.1192 | 1.1184 | 1.0575 |
230
- | No log | 9.1795 | 358 | 1.0856 | 0.0832 | 1.0856 | 1.0419 |
231
- | No log | 9.2308 | 360 | 1.0232 | 0.0646 | 1.0232 | 1.0115 |
232
- | No log | 9.2821 | 362 | 1.0330 | 0.0097 | 1.0330 | 1.0164 |
233
- | No log | 9.3333 | 364 | 1.0489 | 0.0075 | 1.0489 | 1.0242 |
234
- | No log | 9.3846 | 366 | 1.0359 | 0.0097 | 1.0359 | 1.0178 |
235
- | No log | 9.4359 | 368 | 1.0235 | 0.0623 | 1.0235 | 1.0117 |
236
- | No log | 9.4872 | 370 | 1.0458 | 0.0064 | 1.0458 | 1.0226 |
237
- | No log | 9.5385 | 372 | 1.0173 | 0.0043 | 1.0173 | 1.0086 |
238
- | No log | 9.5897 | 374 | 1.0108 | 0.0336 | 1.0108 | 1.0054 |
239
- | No log | 9.6410 | 376 | 1.0294 | 0.0592 | 1.0294 | 1.0146 |
240
- | No log | 9.6923 | 378 | 1.0567 | 0.0602 | 1.0567 | 1.0279 |
241
- | No log | 9.7436 | 380 | 1.0819 | -0.0155 | 1.0819 | 1.0401 |
242
- | No log | 9.7949 | 382 | 1.0990 | -0.0194 | 1.0990 | 1.0483 |
243
- | No log | 9.8462 | 384 | 1.0896 | 0.0112 | 1.0896 | 1.0438 |
244
- | No log | 9.8974 | 386 | 1.0533 | -0.0177 | 1.0533 | 1.0263 |
245
- | No log | 9.9487 | 388 | 1.0069 | 0.0253 | 1.0069 | 1.0034 |
246
- | No log | 10.0 | 390 | 1.0160 | -0.1514 | 1.0160 | 1.0080 |
247
- | No log | 10.0513 | 392 | 0.9795 | -0.1514 | 0.9795 | 0.9897 |
248
- | No log | 10.1026 | 394 | 0.9425 | 0.0627 | 0.9425 | 0.9708 |
249
- | No log | 10.1538 | 396 | 0.9232 | 0.0627 | 0.9232 | 0.9608 |
250
- | No log | 10.2051 | 398 | 0.9156 | -0.0073 | 0.9156 | 0.9569 |
251
- | No log | 10.2564 | 400 | 0.9281 | -0.1278 | 0.9281 | 0.9634 |
252
- | No log | 10.3077 | 402 | 0.9407 | 0.0049 | 0.9407 | 0.9699 |
253
- | No log | 10.3590 | 404 | 0.9482 | 0.1304 | 0.9482 | 0.9737 |
254
- | No log | 10.4103 | 406 | 0.9236 | 0.0049 | 0.9236 | 0.9610 |
255
- | No log | 10.4615 | 408 | 0.9064 | -0.0095 | 0.9064 | 0.9521 |
256
- | No log | 10.5128 | 410 | 0.9439 | 0.0830 | 0.9439 | 0.9716 |
257
- | No log | 10.5641 | 412 | 0.9327 | 0.0830 | 0.9327 | 0.9657 |
258
- | No log | 10.6154 | 414 | 0.8914 | 0.0563 | 0.8914 | 0.9441 |
259
- | No log | 10.6667 | 416 | 0.8978 | 0.0049 | 0.8978 | 0.9475 |
260
- | No log | 10.7179 | 418 | 0.9299 | 0.0518 | 0.9299 | 0.9643 |
261
- | No log | 10.7692 | 420 | 0.9759 | 0.0928 | 0.9759 | 0.9879 |
262
- | No log | 10.8205 | 422 | 0.9612 | 0.0550 | 0.9612 | 0.9804 |
263
- | No log | 10.8718 | 424 | 0.8944 | 0.0023 | 0.8944 | 0.9457 |
264
- | No log | 10.9231 | 426 | 0.8808 | 0.0604 | 0.8808 | 0.9385 |
265
- | No log | 10.9744 | 428 | 0.8967 | 0.0563 | 0.8967 | 0.9470 |
266
- | No log | 11.0256 | 430 | 0.8950 | 0.1514 | 0.8950 | 0.9460 |
267
- | No log | 11.0769 | 432 | 0.8958 | 0.0938 | 0.8958 | 0.9464 |
268
- | No log | 11.1282 | 434 | 0.9051 | 0.0321 | 0.9051 | 0.9514 |
269
- | No log | 11.1795 | 436 | 0.9011 | 0.0306 | 0.9011 | 0.9493 |
270
- | No log | 11.2308 | 438 | 0.8983 | 0.0306 | 0.8983 | 0.9478 |
271
- | No log | 11.2821 | 440 | 0.9083 | 0.0306 | 0.9083 | 0.9530 |
272
- | No log | 11.3333 | 442 | 0.9089 | 0.0713 | 0.9089 | 0.9534 |
273
- | No log | 11.3846 | 444 | 0.9007 | 0.0392 | 0.9007 | 0.9491 |
274
- | No log | 11.4359 | 446 | 0.8895 | 0.0407 | 0.8895 | 0.9431 |
275
- | No log | 11.4872 | 448 | 0.8681 | 0.0377 | 0.8681 | 0.9317 |
276
- | No log | 11.5385 | 450 | 0.8656 | -0.0073 | 0.8656 | 0.9304 |
277
- | No log | 11.5897 | 452 | 0.8734 | 0.0347 | 0.8734 | 0.9345 |
278
- | No log | 11.6410 | 454 | 0.8987 | 0.1528 | 0.8987 | 0.9480 |
279
- | No log | 11.6923 | 456 | 0.9242 | 0.1511 | 0.9242 | 0.9613 |
280
- | No log | 11.7436 | 458 | 0.9231 | 0.1128 | 0.9231 | 0.9608 |
281
- | No log | 11.7949 | 460 | 0.9378 | 0.0378 | 0.9378 | 0.9684 |
282
- | No log | 11.8462 | 462 | 0.9464 | 0.0406 | 0.9464 | 0.9728 |
283
- | No log | 11.8974 | 464 | 0.9335 | 0.0720 | 0.9335 | 0.9662 |
284
- | No log | 11.9487 | 466 | 0.9201 | 0.0784 | 0.9201 | 0.9592 |
285
- | No log | 12.0 | 468 | 0.9013 | 0.0049 | 0.9013 | 0.9494 |
286
- | No log | 12.0513 | 470 | 0.9026 | -0.0357 | 0.9026 | 0.9501 |
287
- | No log | 12.1026 | 472 | 0.9278 | 0.0518 | 0.9278 | 0.9632 |
288
- | No log | 12.1538 | 474 | 0.9856 | 0.0183 | 0.9856 | 0.9928 |
289
- | No log | 12.2051 | 476 | 1.0107 | 0.0183 | 1.0107 | 1.0053 |
290
- | No log | 12.2564 | 478 | 0.9948 | 0.0759 | 0.9948 | 0.9974 |
291
- | No log | 12.3077 | 480 | 0.9760 | 0.1239 | 0.9760 | 0.9879 |
292
- | No log | 12.3590 | 482 | 0.9706 | 0.1246 | 0.9706 | 0.9852 |
293
- | No log | 12.4103 | 484 | 0.9524 | 0.1361 | 0.9524 | 0.9759 |
294
- | No log | 12.4615 | 486 | 0.9148 | 0.1404 | 0.9148 | 0.9564 |
295
- | No log | 12.5128 | 488 | 0.8863 | 0.1131 | 0.8863 | 0.9414 |
296
- | No log | 12.5641 | 490 | 0.8582 | 0.0407 | 0.8582 | 0.9264 |
297
- | No log | 12.6154 | 492 | 0.8412 | 0.0330 | 0.8412 | 0.9172 |
298
- | No log | 12.6667 | 494 | 0.8609 | 0.0930 | 0.8609 | 0.9278 |
299
- | No log | 12.7179 | 496 | 0.8580 | 0.0930 | 0.8580 | 0.9263 |
300
- | No log | 12.7692 | 498 | 0.8427 | 0.0697 | 0.8427 | 0.9180 |
301
- | 0.3056 | 12.8205 | 500 | 0.8535 | 0.1133 | 0.8535 | 0.9239 |
302
- | 0.3056 | 12.8718 | 502 | 0.8782 | 0.1410 | 0.8782 | 0.9371 |
303
- | 0.3056 | 12.9231 | 504 | 0.9277 | 0.1693 | 0.9277 | 0.9632 |
304
- | 0.3056 | 12.9744 | 506 | 0.9377 | 0.1693 | 0.9377 | 0.9683 |
305
- | 0.3056 | 13.0256 | 508 | 0.9024 | 0.1693 | 0.9024 | 0.9499 |
306
- | 0.3056 | 13.0769 | 510 | 0.9023 | 0.1639 | 0.9023 | 0.9499 |
307
- | 0.3056 | 13.1282 | 512 | 0.9187 | 0.1639 | 0.9187 | 0.9585 |
308
- | 0.3056 | 13.1795 | 514 | 0.9172 | 0.1017 | 0.9172 | 0.9577 |
309
- | 0.3056 | 13.2308 | 516 | 0.9289 | 0.1128 | 0.9289 | 0.9638 |
310
- | 0.3056 | 13.2821 | 518 | 0.9163 | 0.0364 | 0.9163 | 0.9572 |
311
- | 0.3056 | 13.3333 | 520 | 0.9066 | 0.1379 | 0.9066 | 0.9521 |
312
- | 0.3056 | 13.3846 | 522 | 0.9068 | 0.0563 | 0.9068 | 0.9523 |
313
- | 0.3056 | 13.4359 | 524 | 0.9055 | 0.0563 | 0.9055 | 0.9516 |
314
- | 0.3056 | 13.4872 | 526 | 0.8990 | 0.1051 | 0.8990 | 0.9482 |
315
- | 0.3056 | 13.5385 | 528 | 0.9008 | 0.0720 | 0.9008 | 0.9491 |
316
- | 0.3056 | 13.5897 | 530 | 0.9212 | 0.0087 | 0.9212 | 0.9598 |
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization
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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization
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.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5951
19
+ - Qwk: 0.5328
20
+ - Mse: 0.5951
21
+ - Rmse: 0.7714
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 2.5143 | -0.0646 | 2.5143 | 1.5857 |
53
+ | No log | 0.1053 | 4 | 1.2715 | 0.1277 | 1.2715 | 1.1276 |
54
+ | No log | 0.1579 | 6 | 0.8541 | 0.0955 | 0.8541 | 0.9242 |
55
+ | No log | 0.2105 | 8 | 0.8060 | 0.2008 | 0.8060 | 0.8978 |
56
+ | No log | 0.2632 | 10 | 0.7222 | 0.2132 | 0.7222 | 0.8498 |
57
+ | No log | 0.3158 | 12 | 0.7386 | 0.2352 | 0.7386 | 0.8594 |
58
+ | No log | 0.3684 | 14 | 0.7781 | 0.3234 | 0.7781 | 0.8821 |
59
+ | No log | 0.4211 | 16 | 0.7218 | 0.2471 | 0.7218 | 0.8496 |
60
+ | No log | 0.4737 | 18 | 0.7661 | 0.1372 | 0.7661 | 0.8753 |
61
+ | No log | 0.5263 | 20 | 0.8303 | 0.2494 | 0.8303 | 0.9112 |
62
+ | No log | 0.5789 | 22 | 0.7542 | 0.1372 | 0.7542 | 0.8685 |
63
+ | No log | 0.6316 | 24 | 0.7509 | 0.0 | 0.7509 | 0.8666 |
64
+ | No log | 0.6842 | 26 | 0.7540 | 0.0 | 0.7540 | 0.8684 |
65
+ | No log | 0.7368 | 28 | 0.7544 | 0.0 | 0.7544 | 0.8686 |
66
+ | No log | 0.7895 | 30 | 0.7925 | 0.0078 | 0.7925 | 0.8902 |
67
+ | No log | 0.8421 | 32 | 0.8495 | 0.0535 | 0.8495 | 0.9217 |
68
+ | No log | 0.8947 | 34 | 1.0061 | 0.0964 | 1.0061 | 1.0031 |
69
+ | No log | 0.9474 | 36 | 1.0236 | 0.2008 | 1.0236 | 1.0117 |
70
+ | No log | 1.0 | 38 | 0.9635 | 0.2381 | 0.9635 | 0.9816 |
71
+ | No log | 1.0526 | 40 | 0.8930 | 0.2109 | 0.8930 | 0.9450 |
72
+ | No log | 1.1053 | 42 | 0.8100 | 0.0495 | 0.8100 | 0.9000 |
73
+ | No log | 1.1579 | 44 | 0.7615 | 0.1277 | 0.7615 | 0.8726 |
74
+ | No log | 1.2105 | 46 | 0.7783 | 0.1315 | 0.7783 | 0.8822 |
75
+ | No log | 1.2632 | 48 | 0.8478 | 0.2526 | 0.8478 | 0.9208 |
76
+ | No log | 1.3158 | 50 | 0.8507 | 0.2156 | 0.8507 | 0.9223 |
77
+ | No log | 1.3684 | 52 | 0.8295 | 0.1372 | 0.8295 | 0.9108 |
78
+ | No log | 1.4211 | 54 | 0.8341 | 0.1372 | 0.8341 | 0.9133 |
79
+ | No log | 1.4737 | 56 | 0.8246 | 0.1372 | 0.8246 | 0.9081 |
80
+ | No log | 1.5263 | 58 | 0.8027 | 0.0481 | 0.8027 | 0.8959 |
81
+ | No log | 1.5789 | 60 | 0.7908 | 0.0937 | 0.7908 | 0.8893 |
82
+ | No log | 1.6316 | 62 | 0.7404 | 0.0 | 0.7404 | 0.8605 |
83
+ | No log | 1.6842 | 64 | 0.7141 | 0.0840 | 0.7141 | 0.8451 |
84
+ | No log | 1.7368 | 66 | 0.6981 | 0.0840 | 0.6981 | 0.8355 |
85
+ | No log | 1.7895 | 68 | 0.6701 | 0.1674 | 0.6701 | 0.8186 |
86
+ | No log | 1.8421 | 70 | 0.6572 | 0.2046 | 0.6572 | 0.8107 |
87
+ | No log | 1.8947 | 72 | 0.6639 | 0.2046 | 0.6639 | 0.8148 |
88
+ | No log | 1.9474 | 74 | 0.6681 | 0.3184 | 0.6681 | 0.8174 |
89
+ | No log | 2.0 | 76 | 0.6950 | 0.4139 | 0.6950 | 0.8336 |
90
+ | No log | 2.0526 | 78 | 0.7685 | 0.4152 | 0.7685 | 0.8766 |
91
+ | No log | 2.1053 | 80 | 0.7362 | 0.4395 | 0.7362 | 0.8580 |
92
+ | No log | 2.1579 | 82 | 0.6671 | 0.4859 | 0.6671 | 0.8168 |
93
+ | No log | 2.2105 | 84 | 0.6060 | 0.3717 | 0.6060 | 0.7784 |
94
+ | No log | 2.2632 | 86 | 0.5826 | 0.4729 | 0.5826 | 0.7633 |
95
+ | No log | 2.3158 | 88 | 0.6242 | 0.4007 | 0.6242 | 0.7901 |
96
+ | No log | 2.3684 | 90 | 0.7379 | 0.4283 | 0.7379 | 0.8590 |
97
+ | No log | 2.4211 | 92 | 0.9075 | 0.2875 | 0.9075 | 0.9526 |
98
+ | No log | 2.4737 | 94 | 0.9642 | 0.2784 | 0.9642 | 0.9819 |
99
+ | No log | 2.5263 | 96 | 0.9137 | 0.2977 | 0.9137 | 0.9559 |
100
+ | No log | 2.5789 | 98 | 0.7715 | 0.1770 | 0.7715 | 0.8784 |
101
+ | No log | 2.6316 | 100 | 0.6976 | 0.0393 | 0.6976 | 0.8352 |
102
+ | No log | 2.6842 | 102 | 0.7341 | 0.2537 | 0.7341 | 0.8568 |
103
+ | No log | 2.7368 | 104 | 0.7770 | 0.2345 | 0.7770 | 0.8814 |
104
+ | No log | 2.7895 | 106 | 0.7495 | 0.2857 | 0.7495 | 0.8657 |
105
+ | No log | 2.8421 | 108 | 0.7811 | 0.1263 | 0.7811 | 0.8838 |
106
+ | No log | 2.8947 | 110 | 1.0514 | 0.0627 | 1.0514 | 1.0254 |
107
+ | No log | 2.9474 | 112 | 1.2884 | 0.0763 | 1.2884 | 1.1351 |
108
+ | No log | 3.0 | 114 | 1.3801 | 0.1001 | 1.3801 | 1.1748 |
109
+ | No log | 3.0526 | 116 | 1.2179 | 0.1514 | 1.2179 | 1.1036 |
110
+ | No log | 3.1053 | 118 | 0.8944 | 0.1553 | 0.8944 | 0.9457 |
111
+ | No log | 3.1579 | 120 | 0.7451 | 0.2642 | 0.7451 | 0.8632 |
112
+ | No log | 3.2105 | 122 | 0.7201 | 0.3729 | 0.7201 | 0.8486 |
113
+ | No log | 3.2632 | 124 | 0.7525 | 0.3999 | 0.7525 | 0.8675 |
114
+ | No log | 3.3158 | 126 | 0.7820 | 0.3002 | 0.7820 | 0.8843 |
115
+ | No log | 3.3684 | 128 | 0.9196 | 0.2273 | 0.9196 | 0.9590 |
116
+ | No log | 3.4211 | 130 | 0.9541 | 0.2514 | 0.9541 | 0.9768 |
117
+ | No log | 3.4737 | 132 | 0.8703 | 0.2557 | 0.8703 | 0.9329 |
118
+ | No log | 3.5263 | 134 | 0.6693 | 0.5112 | 0.6693 | 0.8181 |
119
+ | No log | 3.5789 | 136 | 0.5657 | 0.5479 | 0.5657 | 0.7521 |
120
+ | No log | 3.6316 | 138 | 0.5707 | 0.5195 | 0.5707 | 0.7555 |
121
+ | No log | 3.6842 | 140 | 0.6448 | 0.5247 | 0.6448 | 0.8030 |
122
+ | No log | 3.7368 | 142 | 0.7286 | 0.4765 | 0.7286 | 0.8536 |
123
+ | No log | 3.7895 | 144 | 0.7285 | 0.4986 | 0.7285 | 0.8535 |
124
+ | No log | 3.8421 | 146 | 0.6718 | 0.4747 | 0.6718 | 0.8197 |
125
+ | No log | 3.8947 | 148 | 0.6087 | 0.5822 | 0.6087 | 0.7802 |
126
+ | No log | 3.9474 | 150 | 0.5975 | 0.5893 | 0.5975 | 0.7730 |
127
+ | No log | 4.0 | 152 | 0.5878 | 0.5893 | 0.5878 | 0.7667 |
128
+ | No log | 4.0526 | 154 | 0.5836 | 0.6173 | 0.5836 | 0.7640 |
129
+ | No log | 4.1053 | 156 | 0.6050 | 0.5943 | 0.6050 | 0.7778 |
130
+ | No log | 4.1579 | 158 | 0.6940 | 0.5100 | 0.6940 | 0.8331 |
131
+ | No log | 4.2105 | 160 | 0.6423 | 0.5262 | 0.6423 | 0.8015 |
132
+ | No log | 4.2632 | 162 | 0.5834 | 0.6222 | 0.5834 | 0.7638 |
133
+ | No log | 4.3158 | 164 | 0.6925 | 0.4298 | 0.6925 | 0.8322 |
134
+ | No log | 4.3684 | 166 | 0.8174 | 0.4016 | 0.8174 | 0.9041 |
135
+ | No log | 4.4211 | 168 | 0.7475 | 0.4350 | 0.7475 | 0.8646 |
136
+ | No log | 4.4737 | 170 | 0.5759 | 0.5267 | 0.5759 | 0.7589 |
137
+ | No log | 4.5263 | 172 | 0.5997 | 0.4239 | 0.5997 | 0.7744 |
138
+ | No log | 4.5789 | 174 | 0.7121 | 0.3665 | 0.7121 | 0.8439 |
139
+ | No log | 4.6316 | 176 | 0.6303 | 0.3770 | 0.6303 | 0.7939 |
140
+ | No log | 4.6842 | 178 | 0.5816 | 0.5248 | 0.5816 | 0.7626 |
141
+ | No log | 4.7368 | 180 | 0.6549 | 0.5178 | 0.6549 | 0.8093 |
142
+ | No log | 4.7895 | 182 | 0.7052 | 0.4289 | 0.7052 | 0.8398 |
143
+ | No log | 4.8421 | 184 | 0.7277 | 0.4032 | 0.7277 | 0.8531 |
144
+ | No log | 4.8947 | 186 | 0.6919 | 0.4686 | 0.6919 | 0.8318 |
145
+ | No log | 4.9474 | 188 | 0.5745 | 0.6247 | 0.5745 | 0.7580 |
146
+ | No log | 5.0 | 190 | 0.5611 | 0.6247 | 0.5611 | 0.7491 |
147
+ | No log | 5.0526 | 192 | 0.5963 | 0.6104 | 0.5963 | 0.7722 |
148
+ | No log | 5.1053 | 194 | 0.7655 | 0.3015 | 0.7655 | 0.8749 |
149
+ | No log | 5.1579 | 196 | 0.9030 | 0.2981 | 0.9030 | 0.9503 |
150
+ | No log | 5.2105 | 198 | 0.8672 | 0.3009 | 0.8672 | 0.9312 |
151
+ | No log | 5.2632 | 200 | 0.7111 | 0.4096 | 0.7111 | 0.8433 |
152
+ | No log | 5.3158 | 202 | 0.5563 | 0.6409 | 0.5563 | 0.7459 |
153
+ | No log | 5.3684 | 204 | 0.5341 | 0.5625 | 0.5341 | 0.7308 |
154
+ | No log | 5.4211 | 206 | 0.5384 | 0.6222 | 0.5384 | 0.7338 |
155
+ | No log | 5.4737 | 208 | 0.6314 | 0.4598 | 0.6314 | 0.7946 |
156
+ | No log | 5.5263 | 210 | 0.8034 | 0.4016 | 0.8034 | 0.8963 |
157
+ | No log | 5.5789 | 212 | 0.9973 | 0.3717 | 0.9973 | 0.9987 |
158
+ | No log | 5.6316 | 214 | 1.1059 | 0.1913 | 1.1059 | 1.0516 |
159
+ | No log | 5.6842 | 216 | 1.0042 | 0.3292 | 1.0042 | 1.0021 |
160
+ | No log | 5.7368 | 218 | 0.7482 | 0.4651 | 0.7482 | 0.8650 |
161
+ | No log | 5.7895 | 220 | 0.5597 | 0.6308 | 0.5597 | 0.7481 |
162
+ | No log | 5.8421 | 222 | 0.5466 | 0.5812 | 0.5466 | 0.7394 |
163
+ | No log | 5.8947 | 224 | 0.5559 | 0.6396 | 0.5559 | 0.7456 |
164
+ | No log | 5.9474 | 226 | 0.6277 | 0.5455 | 0.6277 | 0.7923 |
165
+ | No log | 6.0 | 228 | 0.6425 | 0.4949 | 0.6425 | 0.8015 |
166
+ | No log | 6.0526 | 230 | 0.6431 | 0.5455 | 0.6431 | 0.8019 |
167
+ | No log | 6.1053 | 232 | 0.5847 | 0.5406 | 0.5847 | 0.7647 |
168
+ | No log | 6.1579 | 234 | 0.5769 | 0.4992 | 0.5769 | 0.7595 |
169
+ | No log | 6.2105 | 236 | 0.5807 | 0.4771 | 0.5807 | 0.7620 |
170
+ | No log | 6.2632 | 238 | 0.6106 | 0.5041 | 0.6106 | 0.7814 |
171
+ | No log | 6.3158 | 240 | 0.6169 | 0.4766 | 0.6169 | 0.7854 |
172
+ | No log | 6.3684 | 242 | 0.5877 | 0.6289 | 0.5877 | 0.7666 |
173
+ | No log | 6.4211 | 244 | 0.5936 | 0.6355 | 0.5936 | 0.7705 |
174
+ | No log | 6.4737 | 246 | 0.5753 | 0.5827 | 0.5753 | 0.7585 |
175
+ | No log | 6.5263 | 248 | 0.5636 | 0.6121 | 0.5636 | 0.7507 |
176
+ | No log | 6.5789 | 250 | 0.5842 | 0.5483 | 0.5842 | 0.7643 |
177
+ | No log | 6.6316 | 252 | 0.5869 | 0.5483 | 0.5869 | 0.7661 |
178
+ | No log | 6.6842 | 254 | 0.5568 | 0.5687 | 0.5568 | 0.7462 |
179
+ | No log | 6.7368 | 256 | 0.5419 | 0.5617 | 0.5419 | 0.7361 |
180
+ | No log | 6.7895 | 258 | 0.5404 | 0.5831 | 0.5404 | 0.7351 |
181
+ | No log | 6.8421 | 260 | 0.5498 | 0.6183 | 0.5498 | 0.7415 |
182
+ | No log | 6.8947 | 262 | 0.5693 | 0.6034 | 0.5693 | 0.7545 |
183
+ | No log | 6.9474 | 264 | 0.5441 | 0.6395 | 0.5441 | 0.7376 |
184
+ | No log | 7.0 | 266 | 0.5561 | 0.5580 | 0.5561 | 0.7457 |
185
+ | No log | 7.0526 | 268 | 0.5582 | 0.5525 | 0.5582 | 0.7471 |
186
+ | No log | 7.1053 | 270 | 0.5354 | 0.6046 | 0.5354 | 0.7317 |
187
+ | No log | 7.1579 | 272 | 0.7512 | 0.4204 | 0.7512 | 0.8667 |
188
+ | No log | 7.2105 | 274 | 0.9135 | 0.3671 | 0.9135 | 0.9558 |
189
+ | No log | 7.2632 | 276 | 0.7755 | 0.4116 | 0.7755 | 0.8806 |
190
+ | No log | 7.3158 | 278 | 0.5842 | 0.6390 | 0.5842 | 0.7643 |
191
+ | No log | 7.3684 | 280 | 0.5085 | 0.6245 | 0.5085 | 0.7131 |
192
+ | No log | 7.4211 | 282 | 0.5159 | 0.6210 | 0.5159 | 0.7183 |
193
+ | No log | 7.4737 | 284 | 0.5924 | 0.4842 | 0.5924 | 0.7697 |
194
+ | No log | 7.5263 | 286 | 0.6158 | 0.4842 | 0.6158 | 0.7847 |
195
+ | No log | 7.5789 | 288 | 0.5610 | 0.5512 | 0.5610 | 0.7490 |
196
+ | No log | 7.6316 | 290 | 0.5217 | 0.6271 | 0.5217 | 0.7223 |
197
+ | No log | 7.6842 | 292 | 0.5179 | 0.6377 | 0.5179 | 0.7196 |
198
+ | No log | 7.7368 | 294 | 0.5414 | 0.5528 | 0.5414 | 0.7358 |
199
+ | No log | 7.7895 | 296 | 0.5503 | 0.5840 | 0.5503 | 0.7418 |
200
+ | No log | 7.8421 | 298 | 0.5510 | 0.6484 | 0.5510 | 0.7423 |
201
+ | No log | 7.8947 | 300 | 0.5925 | 0.5873 | 0.5925 | 0.7697 |
202
+ | No log | 7.9474 | 302 | 0.6365 | 0.5252 | 0.6365 | 0.7978 |
203
+ | No log | 8.0 | 304 | 0.5866 | 0.5636 | 0.5866 | 0.7659 |
204
+ | No log | 8.0526 | 306 | 0.5397 | 0.6344 | 0.5397 | 0.7346 |
205
+ | No log | 8.1053 | 308 | 0.5435 | 0.5657 | 0.5435 | 0.7372 |
206
+ | No log | 8.1579 | 310 | 0.5492 | 0.5657 | 0.5492 | 0.7410 |
207
+ | No log | 8.2105 | 312 | 0.5592 | 0.5065 | 0.5592 | 0.7478 |
208
+ | No log | 8.2632 | 314 | 0.5610 | 0.5028 | 0.5610 | 0.7490 |
209
+ | No log | 8.3158 | 316 | 0.5487 | 0.6183 | 0.5487 | 0.7408 |
210
+ | No log | 8.3684 | 318 | 0.5264 | 0.6636 | 0.5264 | 0.7255 |
211
+ | No log | 8.4211 | 320 | 0.5275 | 0.6339 | 0.5275 | 0.7263 |
212
+ | No log | 8.4737 | 322 | 0.5315 | 0.6650 | 0.5315 | 0.7290 |
213
+ | No log | 8.5263 | 324 | 0.6080 | 0.5251 | 0.6080 | 0.7797 |
214
+ | No log | 8.5789 | 326 | 0.6813 | 0.4756 | 0.6813 | 0.8254 |
215
+ | No log | 8.6316 | 328 | 0.6213 | 0.5696 | 0.6213 | 0.7882 |
216
+ | No log | 8.6842 | 330 | 0.5282 | 0.6667 | 0.5282 | 0.7268 |
217
+ | No log | 8.7368 | 332 | 0.5183 | 0.6455 | 0.5183 | 0.7199 |
218
+ | No log | 8.7895 | 334 | 0.5201 | 0.6339 | 0.5201 | 0.7212 |
219
+ | No log | 8.8421 | 336 | 0.5241 | 0.6339 | 0.5241 | 0.7240 |
220
+ | No log | 8.8947 | 338 | 0.5299 | 0.6747 | 0.5299 | 0.7280 |
221
+ | No log | 8.9474 | 340 | 0.5414 | 0.6087 | 0.5414 | 0.7358 |
222
+ | No log | 9.0 | 342 | 0.5347 | 0.6371 | 0.5347 | 0.7312 |
223
+ | No log | 9.0526 | 344 | 0.5312 | 0.6286 | 0.5312 | 0.7289 |
224
+ | No log | 9.1053 | 346 | 0.5310 | 0.5936 | 0.5310 | 0.7287 |
225
+ | No log | 9.1579 | 348 | 0.5260 | 0.6286 | 0.5260 | 0.7253 |
226
+ | No log | 9.2105 | 350 | 0.5384 | 0.6197 | 0.5384 | 0.7338 |
227
+ | No log | 9.2632 | 352 | 0.5470 | 0.6295 | 0.5470 | 0.7396 |
228
+ | No log | 9.3158 | 354 | 0.5157 | 0.6068 | 0.5157 | 0.7181 |
229
+ | No log | 9.3684 | 356 | 0.5041 | 0.6156 | 0.5041 | 0.7100 |
230
+ | No log | 9.4211 | 358 | 0.5048 | 0.6156 | 0.5048 | 0.7105 |
231
+ | No log | 9.4737 | 360 | 0.5203 | 0.6068 | 0.5203 | 0.7213 |
232
+ | No log | 9.5263 | 362 | 0.6179 | 0.5266 | 0.6179 | 0.7861 |
233
+ | No log | 9.5789 | 364 | 0.6280 | 0.5002 | 0.6280 | 0.7925 |
234
+ | No log | 9.6316 | 366 | 0.5847 | 0.5538 | 0.5847 | 0.7646 |
235
+ | No log | 9.6842 | 368 | 0.5241 | 0.6269 | 0.5241 | 0.7239 |
236
+ | No log | 9.7368 | 370 | 0.5088 | 0.5767 | 0.5088 | 0.7133 |
237
+ | No log | 9.7895 | 372 | 0.5246 | 0.5422 | 0.5246 | 0.7243 |
238
+ | No log | 9.8421 | 374 | 0.5117 | 0.6137 | 0.5117 | 0.7153 |
239
+ | No log | 9.8947 | 376 | 0.4998 | 0.5992 | 0.4998 | 0.7069 |
240
+ | No log | 9.9474 | 378 | 0.4999 | 0.6200 | 0.4999 | 0.7071 |
241
+ | No log | 10.0 | 380 | 0.4984 | 0.6215 | 0.4984 | 0.7060 |
242
+ | No log | 10.0526 | 382 | 0.4782 | 0.7055 | 0.4782 | 0.6915 |
243
+ | No log | 10.1053 | 384 | 0.4715 | 0.7055 | 0.4715 | 0.6867 |
244
+ | No log | 10.1579 | 386 | 0.4728 | 0.7055 | 0.4728 | 0.6876 |
245
+ | No log | 10.2105 | 388 | 0.4758 | 0.6724 | 0.4758 | 0.6898 |
246
+ | No log | 10.2632 | 390 | 0.4735 | 0.6620 | 0.4735 | 0.6881 |
247
+ | No log | 10.3158 | 392 | 0.4819 | 0.6770 | 0.4819 | 0.6942 |
248
+ | No log | 10.3684 | 394 | 0.5917 | 0.5122 | 0.5917 | 0.7692 |
249
+ | No log | 10.4211 | 396 | 0.6931 | 0.4350 | 0.6931 | 0.8325 |
250
+ | No log | 10.4737 | 398 | 0.6492 | 0.4584 | 0.6492 | 0.8058 |
251
+ | No log | 10.5263 | 400 | 0.5341 | 0.6367 | 0.5341 | 0.7308 |
252
+ | No log | 10.5789 | 402 | 0.5222 | 0.6455 | 0.5222 | 0.7226 |
253
+ | No log | 10.6316 | 404 | 0.6119 | 0.4969 | 0.6119 | 0.7823 |
254
+ | No log | 10.6842 | 406 | 0.6323 | 0.4633 | 0.6323 | 0.7952 |
255
+ | No log | 10.7368 | 408 | 0.5530 | 0.5195 | 0.5530 | 0.7436 |
256
+ | No log | 10.7895 | 410 | 0.4843 | 0.6554 | 0.4843 | 0.6959 |
257
+ | No log | 10.8421 | 412 | 0.4889 | 0.6782 | 0.4889 | 0.6992 |
258
+ | No log | 10.8947 | 414 | 0.5012 | 0.6235 | 0.5012 | 0.7080 |
259
+ | No log | 10.9474 | 416 | 0.4833 | 0.7236 | 0.4833 | 0.6952 |
260
+ | No log | 11.0 | 418 | 0.4547 | 0.7032 | 0.4547 | 0.6743 |
261
+ | No log | 11.0526 | 420 | 0.4803 | 0.6251 | 0.4803 | 0.6930 |
262
+ | No log | 11.1053 | 422 | 0.4969 | 0.6058 | 0.4969 | 0.7049 |
263
+ | No log | 11.1579 | 424 | 0.4690 | 0.6431 | 0.4690 | 0.6848 |
264
+ | No log | 11.2105 | 426 | 0.4706 | 0.6667 | 0.4706 | 0.6860 |
265
+ | No log | 11.2632 | 428 | 0.4945 | 0.6414 | 0.4945 | 0.7032 |
266
+ | No log | 11.3158 | 430 | 0.4781 | 0.6282 | 0.4781 | 0.6915 |
267
+ | No log | 11.3684 | 432 | 0.4663 | 0.6636 | 0.4663 | 0.6828 |
268
+ | No log | 11.4211 | 434 | 0.5281 | 0.5166 | 0.5281 | 0.7267 |
269
+ | No log | 11.4737 | 436 | 0.5728 | 0.4979 | 0.5728 | 0.7569 |
270
+ | No log | 11.5263 | 438 | 0.5410 | 0.5758 | 0.5410 | 0.7356 |
271
+ | No log | 11.5789 | 440 | 0.4846 | 0.6730 | 0.4846 | 0.6961 |
272
+ | No log | 11.6316 | 442 | 0.4821 | 0.7114 | 0.4821 | 0.6943 |
273
+ | No log | 11.6842 | 444 | 0.4948 | 0.6295 | 0.4948 | 0.7034 |
274
+ | No log | 11.7368 | 446 | 0.4887 | 0.6295 | 0.4887 | 0.6991 |
275
+ | No log | 11.7895 | 448 | 0.4733 | 0.6866 | 0.4733 | 0.6880 |
276
+ | No log | 11.8421 | 450 | 0.4595 | 0.6929 | 0.4595 | 0.6779 |
277
+ | No log | 11.8947 | 452 | 0.4653 | 0.6830 | 0.4653 | 0.6821 |
278
+ | No log | 11.9474 | 454 | 0.4634 | 0.6830 | 0.4634 | 0.6807 |
279
+ | No log | 12.0 | 456 | 0.4739 | 0.7052 | 0.4739 | 0.6884 |
280
+ | No log | 12.0526 | 458 | 0.4947 | 0.7319 | 0.4947 | 0.7033 |
281
+ | No log | 12.1053 | 460 | 0.4811 | 0.7052 | 0.4811 | 0.6936 |
282
+ | No log | 12.1579 | 462 | 0.4730 | 0.6723 | 0.4730 | 0.6878 |
283
+ | No log | 12.2105 | 464 | 0.4803 | 0.6699 | 0.4803 | 0.6930 |
284
+ | No log | 12.2632 | 466 | 0.4842 | 0.6372 | 0.4842 | 0.6958 |
285
+ | No log | 12.3158 | 468 | 0.4737 | 0.6985 | 0.4737 | 0.6882 |
286
+ | No log | 12.3684 | 470 | 0.4667 | 0.7158 | 0.4667 | 0.6832 |
287
+ | No log | 12.4211 | 472 | 0.4893 | 0.6598 | 0.4893 | 0.6995 |
288
+ | No log | 12.4737 | 474 | 0.5353 | 0.5603 | 0.5353 | 0.7316 |
289
+ | No log | 12.5263 | 476 | 0.5661 | 0.5251 | 0.5661 | 0.7524 |
290
+ | No log | 12.5789 | 478 | 0.5413 | 0.5160 | 0.5413 | 0.7358 |
291
+ | No log | 12.6316 | 480 | 0.4884 | 0.6279 | 0.4884 | 0.6989 |
292
+ | No log | 12.6842 | 482 | 0.4789 | 0.6830 | 0.4789 | 0.6921 |
293
+ | No log | 12.7368 | 484 | 0.4948 | 0.5836 | 0.4948 | 0.7034 |
294
+ | No log | 12.7895 | 486 | 0.4996 | 0.5467 | 0.4996 | 0.7068 |
295
+ | No log | 12.8421 | 488 | 0.5019 | 0.5648 | 0.5019 | 0.7085 |
296
+ | No log | 12.8947 | 490 | 0.5170 | 0.5493 | 0.5170 | 0.7190 |
297
+ | No log | 12.9474 | 492 | 0.5612 | 0.4908 | 0.5612 | 0.7492 |
298
+ | No log | 13.0 | 494 | 0.5772 | 0.4886 | 0.5772 | 0.7597 |
299
+ | No log | 13.0526 | 496 | 0.5695 | 0.5095 | 0.5695 | 0.7546 |
300
+ | No log | 13.1053 | 498 | 0.5509 | 0.6156 | 0.5509 | 0.7422 |
301
+ | 0.3108 | 13.1579 | 500 | 0.5263 | 0.5929 | 0.5263 | 0.7255 |
302
+ | 0.3108 | 13.2105 | 502 | 0.5086 | 0.5902 | 0.5086 | 0.7132 |
303
+ | 0.3108 | 13.2632 | 504 | 0.5036 | 0.5970 | 0.5036 | 0.7097 |
304
+ | 0.3108 | 13.3158 | 506 | 0.5067 | 0.5731 | 0.5067 | 0.7118 |
305
+ | 0.3108 | 13.3684 | 508 | 0.5127 | 0.4958 | 0.5127 | 0.7160 |
306
+ | 0.3108 | 13.4211 | 510 | 0.4954 | 0.5731 | 0.4954 | 0.7038 |
307
+ | 0.3108 | 13.4737 | 512 | 0.4856 | 0.6170 | 0.4856 | 0.6969 |
308
+ | 0.3108 | 13.5263 | 514 | 0.4777 | 0.6739 | 0.4777 | 0.6911 |
309
+ | 0.3108 | 13.5789 | 516 | 0.4733 | 0.6365 | 0.4733 | 0.6879 |
310
+ | 0.3108 | 13.6316 | 518 | 0.4716 | 0.6839 | 0.4716 | 0.6867 |
311
+ | 0.3108 | 13.6842 | 520 | 0.4910 | 0.6683 | 0.4910 | 0.7007 |
312
+ | 0.3108 | 13.7368 | 522 | 0.5578 | 0.5528 | 0.5578 | 0.7468 |
313
+ | 0.3108 | 13.7895 | 524 | 0.6270 | 0.4943 | 0.6270 | 0.7918 |
314
+ | 0.3108 | 13.8421 | 526 | 0.6440 | 0.4884 | 0.6440 | 0.8025 |
315
+ | 0.3108 | 13.8947 | 528 | 0.6301 | 0.4884 | 0.6301 | 0.7938 |
316
+ | 0.3108 | 13.9474 | 530 | 0.5951 | 0.5328 | 0.5951 | 0.7714 |
317
 
318
 
319
  ### Framework versions
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