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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_organization

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  1. README.md +261 -261
  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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_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: 0.7778
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- - Qwk: 0.4738
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- - Mse: 0.7778
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- - Rmse: 0.8819
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  ## Model description
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@@ -49,261 +49,261 @@ 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 | 0.0217 | 2 | 4.6652 | 0.0010 | 4.6652 | 2.1599 |
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- | No log | 0.0435 | 4 | 2.6487 | 0.0274 | 2.6487 | 1.6275 |
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- | No log | 0.0652 | 6 | 2.0063 | -0.0102 | 2.0063 | 1.4164 |
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- | No log | 0.0870 | 8 | 1.5790 | -0.0080 | 1.5790 | 1.2566 |
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- | No log | 0.1087 | 10 | 1.2454 | 0.2439 | 1.2454 | 1.1160 |
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- | No log | 0.1304 | 12 | 1.1039 | 0.2825 | 1.1039 | 1.0507 |
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- | No log | 0.1522 | 14 | 2.0706 | 0.1798 | 2.0706 | 1.4390 |
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- | No log | 0.1739 | 16 | 2.5444 | 0.0911 | 2.5444 | 1.5951 |
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- | No log | 0.1957 | 18 | 1.9002 | 0.1745 | 1.9002 | 1.3785 |
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- | No log | 0.2174 | 20 | 1.4771 | 0.2369 | 1.4771 | 1.2154 |
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- | No log | 0.2391 | 22 | 1.0236 | 0.3009 | 1.0236 | 1.0117 |
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- | No log | 0.2609 | 24 | 1.0399 | 0.3250 | 1.0399 | 1.0198 |
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- | No log | 0.2826 | 26 | 1.1164 | 0.2769 | 1.1164 | 1.0566 |
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- | No log | 0.3043 | 28 | 1.2926 | 0.1722 | 1.2926 | 1.1369 |
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- | No log | 0.3261 | 30 | 1.3592 | 0.1279 | 1.3592 | 1.1659 |
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- | No log | 0.3478 | 32 | 1.2460 | 0.0878 | 1.2460 | 1.1162 |
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- | No log | 0.3696 | 34 | 1.1727 | 0.1438 | 1.1727 | 1.0829 |
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- | No log | 0.3913 | 36 | 1.0689 | 0.2191 | 1.0689 | 1.0339 |
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- | No log | 0.4130 | 38 | 1.0357 | 0.3338 | 1.0357 | 1.0177 |
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- | No log | 0.4348 | 40 | 1.0294 | 0.3635 | 1.0294 | 1.0146 |
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- | No log | 0.4565 | 42 | 1.0333 | 0.2589 | 1.0333 | 1.0165 |
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- | No log | 0.4783 | 44 | 1.2002 | 0.2384 | 1.2002 | 1.0956 |
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- | No log | 0.5 | 46 | 1.3254 | 0.2653 | 1.3254 | 1.1513 |
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- | No log | 0.5217 | 48 | 1.5583 | 0.2682 | 1.5583 | 1.2483 |
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- | No log | 0.5435 | 50 | 1.4867 | 0.2619 | 1.4867 | 1.2193 |
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- | No log | 0.5652 | 52 | 1.1870 | 0.2456 | 1.1870 | 1.0895 |
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- | No log | 0.5870 | 54 | 1.0339 | 0.3380 | 1.0339 | 1.0168 |
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- | No log | 0.6087 | 56 | 0.9934 | 0.3601 | 0.9934 | 0.9967 |
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- | No log | 0.6304 | 58 | 0.8708 | 0.4507 | 0.8708 | 0.9331 |
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- | No log | 0.6522 | 60 | 0.9380 | 0.3981 | 0.9380 | 0.9685 |
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- | No log | 0.6739 | 62 | 1.0752 | 0.3660 | 1.0752 | 1.0369 |
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- | No log | 0.6957 | 64 | 0.9696 | 0.3959 | 0.9696 | 0.9847 |
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- | No log | 0.7174 | 66 | 0.7320 | 0.4927 | 0.7320 | 0.8555 |
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- | No log | 0.7391 | 68 | 0.7735 | 0.5065 | 0.7735 | 0.8795 |
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- | No log | 0.7609 | 70 | 0.7351 | 0.5028 | 0.7351 | 0.8574 |
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- | No log | 0.7826 | 72 | 1.0433 | 0.3739 | 1.0433 | 1.0214 |
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- | No log | 0.8043 | 74 | 1.3174 | 0.4 | 1.3174 | 1.1478 |
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- | No log | 0.8261 | 76 | 1.1638 | 0.3453 | 1.1638 | 1.0788 |
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- | No log | 0.8478 | 78 | 1.1532 | 0.3067 | 1.1532 | 1.0739 |
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- | No log | 0.8696 | 80 | 1.4792 | 0.3295 | 1.4792 | 1.2162 |
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- | No log | 0.8913 | 82 | 1.5024 | 0.3101 | 1.5024 | 1.2257 |
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- | No log | 0.9130 | 84 | 1.1909 | 0.3831 | 1.1909 | 1.0913 |
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- | No log | 0.9348 | 86 | 0.8498 | 0.4211 | 0.8498 | 0.9219 |
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- | No log | 0.9565 | 88 | 0.8427 | 0.4598 | 0.8427 | 0.9180 |
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- | No log | 0.9783 | 90 | 0.8937 | 0.4578 | 0.8937 | 0.9454 |
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- | No log | 1.0 | 92 | 1.0178 | 0.3835 | 1.0178 | 1.0089 |
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- | No log | 1.0217 | 94 | 0.8968 | 0.4690 | 0.8968 | 0.9470 |
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- | No log | 1.0435 | 96 | 0.7624 | 0.6107 | 0.7624 | 0.8732 |
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- | No log | 1.0652 | 98 | 0.7573 | 0.5963 | 0.7573 | 0.8702 |
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- | No log | 1.0870 | 100 | 0.7558 | 0.6272 | 0.7558 | 0.8694 |
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- | No log | 1.1087 | 102 | 0.8521 | 0.5427 | 0.8521 | 0.9231 |
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- | No log | 1.1304 | 104 | 1.0819 | 0.4857 | 1.0819 | 1.0401 |
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- | No log | 1.1522 | 106 | 1.0864 | 0.4616 | 1.0864 | 1.0423 |
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- | No log | 1.1739 | 108 | 0.8190 | 0.5006 | 0.8190 | 0.9050 |
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- | No log | 1.1957 | 110 | 0.7597 | 0.5415 | 0.7597 | 0.8716 |
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- | No log | 1.2174 | 112 | 0.7572 | 0.5483 | 0.7572 | 0.8702 |
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- | No log | 1.2391 | 114 | 0.7820 | 0.5565 | 0.7820 | 0.8843 |
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- | No log | 1.2609 | 116 | 1.0355 | 0.5262 | 1.0355 | 1.0176 |
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- | No log | 1.2826 | 118 | 1.1753 | 0.4667 | 1.1753 | 1.0841 |
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- | No log | 1.3043 | 120 | 0.9746 | 0.5237 | 0.9746 | 0.9872 |
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- | No log | 1.3261 | 122 | 0.7961 | 0.5895 | 0.7961 | 0.8923 |
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- | No log | 1.3478 | 124 | 0.7961 | 0.6163 | 0.7961 | 0.8922 |
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- | No log | 1.3696 | 126 | 0.8479 | 0.5253 | 0.8479 | 0.9208 |
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- | No log | 1.3913 | 128 | 0.8341 | 0.5334 | 0.8341 | 0.9133 |
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- | No log | 1.4130 | 130 | 0.8273 | 0.4937 | 0.8273 | 0.9095 |
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- | No log | 1.4348 | 132 | 0.8456 | 0.4816 | 0.8456 | 0.9196 |
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- | No log | 1.4565 | 134 | 0.8800 | 0.4565 | 0.8800 | 0.9381 |
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- | No log | 1.4783 | 136 | 0.8543 | 0.4736 | 0.8543 | 0.9243 |
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- | No log | 1.5 | 138 | 0.8315 | 0.4746 | 0.8315 | 0.9118 |
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- | No log | 1.5217 | 140 | 0.8342 | 0.5407 | 0.8342 | 0.9134 |
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- | No log | 1.5435 | 142 | 0.8225 | 0.5469 | 0.8225 | 0.9069 |
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- | No log | 1.5652 | 144 | 0.8150 | 0.5439 | 0.8150 | 0.9028 |
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- | No log | 1.5870 | 146 | 0.8253 | 0.4668 | 0.8253 | 0.9084 |
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- | No log | 1.6087 | 148 | 0.8191 | 0.5160 | 0.8191 | 0.9051 |
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- | No log | 1.6304 | 150 | 0.8491 | 0.4624 | 0.8491 | 0.9214 |
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- | No log | 1.6522 | 152 | 0.8550 | 0.5075 | 0.8550 | 0.9246 |
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- | No log | 1.6739 | 154 | 0.8309 | 0.5861 | 0.8309 | 0.9115 |
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- | No log | 1.6957 | 156 | 0.8569 | 0.5946 | 0.8569 | 0.9257 |
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- | No log | 1.7174 | 158 | 0.9412 | 0.5133 | 0.9412 | 0.9701 |
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- | No log | 1.7391 | 160 | 0.9338 | 0.5178 | 0.9338 | 0.9663 |
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- | No log | 1.7609 | 162 | 0.8996 | 0.5607 | 0.8996 | 0.9485 |
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- | No log | 1.7826 | 164 | 0.9857 | 0.4992 | 0.9857 | 0.9928 |
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- | No log | 1.8043 | 166 | 0.9663 | 0.5075 | 0.9663 | 0.9830 |
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- | No log | 1.8261 | 168 | 0.9243 | 0.4853 | 0.9243 | 0.9614 |
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- | No log | 1.8478 | 170 | 0.9597 | 0.5305 | 0.9597 | 0.9796 |
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- | No log | 1.8696 | 172 | 0.9427 | 0.3617 | 0.9427 | 0.9709 |
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- | No log | 1.8913 | 174 | 1.1722 | 0.4329 | 1.1722 | 1.0827 |
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- | No log | 1.9130 | 176 | 1.2712 | 0.3930 | 1.2712 | 1.1275 |
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- | No log | 1.9348 | 178 | 1.0472 | 0.3557 | 1.0472 | 1.0233 |
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- | No log | 1.9565 | 180 | 0.9393 | 0.3985 | 0.9393 | 0.9692 |
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- | No log | 1.9783 | 182 | 0.9544 | 0.4017 | 0.9544 | 0.9769 |
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- | No log | 2.0 | 184 | 1.0193 | 0.3568 | 1.0193 | 1.0096 |
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- | No log | 2.0217 | 186 | 1.1475 | 0.4217 | 1.1475 | 1.0712 |
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- | No log | 2.0435 | 188 | 1.1448 | 0.3798 | 1.1448 | 1.0699 |
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- | No log | 2.0652 | 190 | 1.1581 | 0.4073 | 1.1581 | 1.0762 |
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- | No log | 2.0870 | 192 | 1.0058 | 0.4032 | 1.0058 | 1.0029 |
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- | No log | 2.1087 | 194 | 0.9201 | 0.4306 | 0.9201 | 0.9592 |
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- | No log | 2.1304 | 196 | 0.9356 | 0.4181 | 0.9356 | 0.9673 |
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- | No log | 2.1522 | 198 | 0.9502 | 0.4548 | 0.9502 | 0.9748 |
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- | No log | 2.1739 | 200 | 1.2493 | 0.4492 | 1.2493 | 1.1177 |
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- | No log | 2.1957 | 202 | 1.3142 | 0.4279 | 1.3142 | 1.1464 |
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- | No log | 2.2174 | 204 | 1.0528 | 0.3847 | 1.0528 | 1.0261 |
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- | No log | 2.2391 | 206 | 0.9452 | 0.4291 | 0.9452 | 0.9722 |
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- | No log | 2.2609 | 208 | 1.0371 | 0.4468 | 1.0371 | 1.0184 |
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- | No log | 2.2826 | 210 | 0.9865 | 0.4378 | 0.9865 | 0.9932 |
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- | No log | 2.3043 | 212 | 0.9079 | 0.4277 | 0.9079 | 0.9528 |
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- | No log | 2.3261 | 214 | 1.0335 | 0.3869 | 1.0335 | 1.0166 |
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- | No log | 2.3478 | 216 | 1.4235 | 0.3462 | 1.4235 | 1.1931 |
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- | No log | 2.3696 | 218 | 1.5530 | 0.3139 | 1.5530 | 1.2462 |
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- | No log | 2.3913 | 220 | 1.3082 | 0.3494 | 1.3082 | 1.1438 |
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- | No log | 2.4130 | 222 | 0.9710 | 0.3665 | 0.9710 | 0.9854 |
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- | No log | 2.4348 | 224 | 0.8840 | 0.4653 | 0.8840 | 0.9402 |
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- | No log | 2.4565 | 226 | 0.8818 | 0.4593 | 0.8818 | 0.9390 |
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- | No log | 2.4783 | 228 | 0.9441 | 0.3944 | 0.9441 | 0.9716 |
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- | No log | 2.5 | 230 | 0.9825 | 0.4224 | 0.9825 | 0.9912 |
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- | No log | 2.5217 | 232 | 0.9054 | 0.4384 | 0.9054 | 0.9515 |
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- | No log | 2.5435 | 234 | 0.8736 | 0.5098 | 0.8736 | 0.9346 |
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- | No log | 2.5652 | 236 | 0.8610 | 0.5359 | 0.8610 | 0.9279 |
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- | No log | 2.5870 | 238 | 0.8626 | 0.4808 | 0.8626 | 0.9288 |
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- | No log | 2.6087 | 240 | 0.8512 | 0.4219 | 0.8512 | 0.9226 |
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- | No log | 2.6304 | 242 | 0.8776 | 0.4396 | 0.8776 | 0.9368 |
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- | No log | 2.6522 | 244 | 0.8812 | 0.4464 | 0.8812 | 0.9387 |
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- | No log | 2.6739 | 246 | 0.8407 | 0.4709 | 0.8407 | 0.9169 |
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- | No log | 2.6957 | 248 | 0.8720 | 0.4369 | 0.8720 | 0.9338 |
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- | No log | 2.7174 | 250 | 0.9620 | 0.5291 | 0.9620 | 0.9808 |
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- | No log | 2.7391 | 252 | 1.0071 | 0.5118 | 1.0071 | 1.0035 |
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- | No log | 2.7609 | 254 | 0.9522 | 0.5160 | 0.9522 | 0.9758 |
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- | No log | 2.7826 | 256 | 0.8533 | 0.4976 | 0.8533 | 0.9237 |
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- | No log | 2.8043 | 258 | 0.8258 | 0.4256 | 0.8258 | 0.9087 |
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- | No log | 2.8261 | 260 | 0.8434 | 0.5230 | 0.8434 | 0.9184 |
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- | No log | 2.8478 | 262 | 0.8248 | 0.5259 | 0.8248 | 0.9082 |
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- | No log | 2.8696 | 264 | 0.8387 | 0.4929 | 0.8387 | 0.9158 |
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- | No log | 2.8913 | 266 | 0.8615 | 0.4368 | 0.8615 | 0.9282 |
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- | No log | 2.9130 | 268 | 0.8630 | 0.4368 | 0.8630 | 0.9290 |
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- | No log | 2.9348 | 270 | 0.8394 | 0.4749 | 0.8394 | 0.9162 |
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- | No log | 2.9565 | 272 | 0.8437 | 0.4483 | 0.8437 | 0.9185 |
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- | No log | 2.9783 | 274 | 0.9025 | 0.4694 | 0.9025 | 0.9500 |
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- | No log | 3.0 | 276 | 0.9115 | 0.4694 | 0.9115 | 0.9547 |
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- | No log | 3.0217 | 278 | 0.8880 | 0.4672 | 0.8880 | 0.9424 |
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- | No log | 3.0435 | 280 | 0.9069 | 0.4369 | 0.9069 | 0.9523 |
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- | No log | 3.0652 | 282 | 0.8998 | 0.4430 | 0.8998 | 0.9486 |
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- | No log | 3.0870 | 284 | 0.8836 | 0.4396 | 0.8836 | 0.9400 |
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- | No log | 3.1087 | 286 | 0.8719 | 0.4460 | 0.8719 | 0.9338 |
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- | No log | 3.1304 | 288 | 0.8611 | 0.5216 | 0.8611 | 0.9280 |
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- | No log | 3.1522 | 290 | 0.8768 | 0.4782 | 0.8768 | 0.9364 |
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- | No log | 3.1739 | 292 | 0.8938 | 0.4686 | 0.8938 | 0.9454 |
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- | No log | 3.1957 | 294 | 0.9108 | 0.4815 | 0.9108 | 0.9544 |
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- | No log | 3.2174 | 296 | 0.9324 | 0.4212 | 0.9324 | 0.9656 |
200
- | No log | 3.2391 | 298 | 0.9466 | 0.3805 | 0.9466 | 0.9729 |
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- | No log | 3.2609 | 300 | 0.8596 | 0.4234 | 0.8596 | 0.9271 |
202
- | No log | 3.2826 | 302 | 0.8229 | 0.5916 | 0.8229 | 0.9071 |
203
- | No log | 3.3043 | 304 | 0.8069 | 0.5854 | 0.8069 | 0.8983 |
204
- | No log | 3.3261 | 306 | 0.8264 | 0.5504 | 0.8264 | 0.9091 |
205
- | No log | 3.3478 | 308 | 0.8170 | 0.5530 | 0.8170 | 0.9039 |
206
- | No log | 3.3696 | 310 | 0.8286 | 0.4792 | 0.8286 | 0.9103 |
207
- | No log | 3.3913 | 312 | 0.8343 | 0.4535 | 0.8343 | 0.9134 |
208
- | No log | 3.4130 | 314 | 0.8515 | 0.5194 | 0.8515 | 0.9228 |
209
- | No log | 3.4348 | 316 | 0.8486 | 0.4902 | 0.8486 | 0.9212 |
210
- | No log | 3.4565 | 318 | 0.8990 | 0.4138 | 0.8990 | 0.9482 |
211
- | No log | 3.4783 | 320 | 0.9259 | 0.3625 | 0.9259 | 0.9622 |
212
- | No log | 3.5 | 322 | 0.8727 | 0.4066 | 0.8727 | 0.9342 |
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- | No log | 3.5217 | 324 | 0.8814 | 0.4440 | 0.8814 | 0.9388 |
214
- | No log | 3.5435 | 326 | 0.8784 | 0.4029 | 0.8784 | 0.9372 |
215
- | No log | 3.5652 | 328 | 0.8784 | 0.4778 | 0.8784 | 0.9372 |
216
- | No log | 3.5870 | 330 | 0.8843 | 0.4029 | 0.8843 | 0.9404 |
217
- | No log | 3.6087 | 332 | 0.9498 | 0.3584 | 0.9498 | 0.9746 |
218
- | No log | 3.6304 | 334 | 1.0136 | 0.3298 | 1.0136 | 1.0068 |
219
- | No log | 3.6522 | 336 | 0.9349 | 0.4294 | 0.9349 | 0.9669 |
220
- | No log | 3.6739 | 338 | 0.9438 | 0.3533 | 0.9438 | 0.9715 |
221
- | No log | 3.6957 | 340 | 1.0083 | 0.4166 | 1.0083 | 1.0042 |
222
- | No log | 3.7174 | 342 | 0.9373 | 0.3533 | 0.9373 | 0.9682 |
223
- | No log | 3.7391 | 344 | 0.9850 | 0.3865 | 0.9850 | 0.9925 |
224
- | No log | 3.7609 | 346 | 1.2369 | 0.3974 | 1.2369 | 1.1122 |
225
- | No log | 3.7826 | 348 | 1.2721 | 0.3974 | 1.2721 | 1.1279 |
226
- | No log | 3.8043 | 350 | 1.1010 | 0.3537 | 1.1010 | 1.0493 |
227
- | No log | 3.8261 | 352 | 0.9416 | 0.4045 | 0.9416 | 0.9704 |
228
- | No log | 3.8478 | 354 | 0.8856 | 0.4349 | 0.8856 | 0.9411 |
229
- | No log | 3.8696 | 356 | 0.8706 | 0.4349 | 0.8706 | 0.9331 |
230
- | No log | 3.8913 | 358 | 0.9272 | 0.3255 | 0.9272 | 0.9629 |
231
- | No log | 3.9130 | 360 | 1.1541 | 0.4186 | 1.1541 | 1.0743 |
232
- | No log | 3.9348 | 362 | 1.1100 | 0.4272 | 1.1100 | 1.0536 |
233
- | No log | 3.9565 | 364 | 0.8960 | 0.3714 | 0.8960 | 0.9466 |
234
- | No log | 3.9783 | 366 | 0.8432 | 0.3991 | 0.8432 | 0.9183 |
235
- | No log | 4.0 | 368 | 0.8547 | 0.4311 | 0.8547 | 0.9245 |
236
- | No log | 4.0217 | 370 | 0.8498 | 0.3943 | 0.8498 | 0.9219 |
237
- | No log | 4.0435 | 372 | 0.8758 | 0.4334 | 0.8758 | 0.9358 |
238
- | No log | 4.0652 | 374 | 0.9423 | 0.3165 | 0.9423 | 0.9707 |
239
- | No log | 4.0870 | 376 | 0.9528 | 0.3298 | 0.9528 | 0.9761 |
240
- | No log | 4.1087 | 378 | 0.9629 | 0.3207 | 0.9629 | 0.9813 |
241
- | No log | 4.1304 | 380 | 0.9435 | 0.3074 | 0.9435 | 0.9714 |
242
- | No log | 4.1522 | 382 | 0.9988 | 0.3828 | 0.9988 | 0.9994 |
243
- | No log | 4.1739 | 384 | 1.1433 | 0.4101 | 1.1433 | 1.0693 |
244
- | No log | 4.1957 | 386 | 1.3750 | 0.3879 | 1.3750 | 1.1726 |
245
- | No log | 4.2174 | 388 | 1.3741 | 0.3688 | 1.3741 | 1.1722 |
246
- | No log | 4.2391 | 390 | 1.0747 | 0.4476 | 1.0747 | 1.0367 |
247
- | No log | 4.2609 | 392 | 0.8681 | 0.4007 | 0.8681 | 0.9317 |
248
- | No log | 4.2826 | 394 | 0.8841 | 0.4240 | 0.8841 | 0.9403 |
249
- | No log | 4.3043 | 396 | 0.9003 | 0.4381 | 0.9003 | 0.9488 |
250
- | No log | 4.3261 | 398 | 0.9119 | 0.4158 | 0.9119 | 0.9550 |
251
- | No log | 4.3478 | 400 | 0.9693 | 0.3381 | 0.9693 | 0.9845 |
252
- | No log | 4.3696 | 402 | 0.9695 | 0.3439 | 0.9695 | 0.9846 |
253
- | No log | 4.3913 | 404 | 0.9285 | 0.3709 | 0.9285 | 0.9636 |
254
- | No log | 4.4130 | 406 | 0.8949 | 0.4007 | 0.8949 | 0.9460 |
255
- | No log | 4.4348 | 408 | 0.8841 | 0.4050 | 0.8841 | 0.9403 |
256
- | No log | 4.4565 | 410 | 0.9050 | 0.4239 | 0.9050 | 0.9513 |
257
- | No log | 4.4783 | 412 | 0.8858 | 0.3671 | 0.8858 | 0.9412 |
258
- | No log | 4.5 | 414 | 0.9131 | 0.4823 | 0.9131 | 0.9556 |
259
- | No log | 4.5217 | 416 | 1.1168 | 0.4664 | 1.1168 | 1.0568 |
260
- | No log | 4.5435 | 418 | 1.2743 | 0.3498 | 1.2743 | 1.1288 |
261
- | No log | 4.5652 | 420 | 1.1583 | 0.4387 | 1.1583 | 1.0762 |
262
- | No log | 4.5870 | 422 | 0.9711 | 0.4654 | 0.9711 | 0.9854 |
263
- | No log | 4.6087 | 424 | 0.8733 | 0.4066 | 0.8733 | 0.9345 |
264
- | No log | 4.6304 | 426 | 0.8899 | 0.4620 | 0.8899 | 0.9434 |
265
- | No log | 4.6522 | 428 | 0.8843 | 0.5636 | 0.8843 | 0.9404 |
266
- | No log | 4.6739 | 430 | 0.8416 | 0.5205 | 0.8416 | 0.9174 |
267
- | No log | 4.6957 | 432 | 0.8693 | 0.5462 | 0.8693 | 0.9324 |
268
- | No log | 4.7174 | 434 | 0.9323 | 0.4838 | 0.9323 | 0.9655 |
269
- | No log | 4.7391 | 436 | 0.9294 | 0.4644 | 0.9294 | 0.9641 |
270
- | No log | 4.7609 | 438 | 0.9964 | 0.4344 | 0.9964 | 0.9982 |
271
- | No log | 4.7826 | 440 | 1.0942 | 0.4743 | 1.0942 | 1.0460 |
272
- | No log | 4.8043 | 442 | 1.0588 | 0.4492 | 1.0588 | 1.0290 |
273
- | No log | 4.8261 | 444 | 0.9596 | 0.3928 | 0.9596 | 0.9796 |
274
- | No log | 4.8478 | 446 | 0.8970 | 0.4454 | 0.8970 | 0.9471 |
275
- | No log | 4.8696 | 448 | 0.8593 | 0.4712 | 0.8593 | 0.9270 |
276
- | No log | 4.8913 | 450 | 0.8615 | 0.4510 | 0.8615 | 0.9281 |
277
- | No log | 4.9130 | 452 | 0.9477 | 0.3573 | 0.9477 | 0.9735 |
278
- | No log | 4.9348 | 454 | 1.0406 | 0.3777 | 1.0406 | 1.0201 |
279
- | No log | 4.9565 | 456 | 0.9390 | 0.3913 | 0.9390 | 0.9690 |
280
- | No log | 4.9783 | 458 | 0.8113 | 0.5089 | 0.8113 | 0.9007 |
281
- | No log | 5.0 | 460 | 0.8695 | 0.4553 | 0.8695 | 0.9325 |
282
- | No log | 5.0217 | 462 | 0.9058 | 0.4606 | 0.9058 | 0.9517 |
283
- | No log | 5.0435 | 464 | 0.8726 | 0.4164 | 0.8726 | 0.9342 |
284
- | No log | 5.0652 | 466 | 0.8236 | 0.4280 | 0.8236 | 0.9075 |
285
- | No log | 5.0870 | 468 | 0.8619 | 0.4507 | 0.8619 | 0.9284 |
286
- | No log | 5.1087 | 470 | 0.9089 | 0.4285 | 0.9089 | 0.9534 |
287
- | No log | 5.1304 | 472 | 0.8967 | 0.4213 | 0.8967 | 0.9470 |
288
- | No log | 5.1522 | 474 | 0.8522 | 0.3965 | 0.8522 | 0.9231 |
289
- | No log | 5.1739 | 476 | 0.8304 | 0.4780 | 0.8304 | 0.9113 |
290
- | No log | 5.1957 | 478 | 0.8304 | 0.4780 | 0.8304 | 0.9113 |
291
- | No log | 5.2174 | 480 | 0.8303 | 0.4813 | 0.8303 | 0.9112 |
292
- | No log | 5.2391 | 482 | 0.8373 | 0.4485 | 0.8373 | 0.9150 |
293
- | No log | 5.2609 | 484 | 0.8487 | 0.4064 | 0.8487 | 0.9213 |
294
- | No log | 5.2826 | 486 | 0.8715 | 0.3806 | 0.8715 | 0.9336 |
295
- | No log | 5.3043 | 488 | 0.8852 | 0.3806 | 0.8852 | 0.9408 |
296
- | No log | 5.3261 | 490 | 0.8828 | 0.3852 | 0.8828 | 0.9396 |
297
- | No log | 5.3478 | 492 | 0.8526 | 0.4234 | 0.8526 | 0.9234 |
298
- | No log | 5.3696 | 494 | 0.8317 | 0.3829 | 0.8317 | 0.9120 |
299
- | No log | 5.3913 | 496 | 0.8229 | 0.3829 | 0.8229 | 0.9071 |
300
- | No log | 5.4130 | 498 | 0.8137 | 0.4159 | 0.8137 | 0.9021 |
301
- | 0.3719 | 5.4348 | 500 | 0.7940 | 0.5089 | 0.7940 | 0.8910 |
302
- | 0.3719 | 5.4565 | 502 | 0.7865 | 0.5053 | 0.7865 | 0.8868 |
303
- | 0.3719 | 5.4783 | 504 | 0.8154 | 0.4672 | 0.8154 | 0.9030 |
304
- | 0.3719 | 5.5 | 506 | 0.8582 | 0.4959 | 0.8582 | 0.9264 |
305
- | 0.3719 | 5.5217 | 508 | 0.8110 | 0.4469 | 0.8110 | 0.9006 |
306
- | 0.3719 | 5.5435 | 510 | 0.7778 | 0.4738 | 0.7778 | 0.8819 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_task2_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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_task2_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: 0.8513
19
+ - Qwk: 0.3787
20
+ - Mse: 0.8513
21
+ - Rmse: 0.9227
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0235 | 2 | 4.6978 | -0.0020 | 4.6978 | 2.1674 |
53
+ | No log | 0.0471 | 4 | 2.6845 | -0.0030 | 2.6845 | 1.6384 |
54
+ | No log | 0.0706 | 6 | 2.0855 | -0.0303 | 2.0855 | 1.4441 |
55
+ | No log | 0.0941 | 8 | 1.6451 | -0.0801 | 1.6451 | 1.2826 |
56
+ | No log | 0.1176 | 10 | 1.2830 | 0.0452 | 1.2830 | 1.1327 |
57
+ | No log | 0.1412 | 12 | 1.4011 | -0.0182 | 1.4011 | 1.1837 |
58
+ | No log | 0.1647 | 14 | 1.6973 | 0.0385 | 1.6973 | 1.3028 |
59
+ | No log | 0.1882 | 16 | 1.4450 | -0.0029 | 1.4450 | 1.2021 |
60
+ | No log | 0.2118 | 18 | 1.1391 | 0.2408 | 1.1391 | 1.0673 |
61
+ | No log | 0.2353 | 20 | 1.1452 | 0.1752 | 1.1452 | 1.0701 |
62
+ | No log | 0.2588 | 22 | 1.1059 | 0.2025 | 1.1059 | 1.0516 |
63
+ | No log | 0.2824 | 24 | 1.3816 | 0.1427 | 1.3816 | 1.1754 |
64
+ | No log | 0.3059 | 26 | 1.5301 | 0.0477 | 1.5301 | 1.2370 |
65
+ | No log | 0.3294 | 28 | 1.4768 | 0.0317 | 1.4768 | 1.2152 |
66
+ | No log | 0.3529 | 30 | 1.3300 | 0.0662 | 1.3300 | 1.1533 |
67
+ | No log | 0.3765 | 32 | 1.2329 | 0.0750 | 1.2329 | 1.1104 |
68
+ | No log | 0.4 | 34 | 1.2585 | 0.0898 | 1.2585 | 1.1218 |
69
+ | No log | 0.4235 | 36 | 1.4999 | 0.1418 | 1.4999 | 1.2247 |
70
+ | No log | 0.4471 | 38 | 1.6755 | 0.1540 | 1.6755 | 1.2944 |
71
+ | No log | 0.4706 | 40 | 1.6172 | 0.1702 | 1.6172 | 1.2717 |
72
+ | No log | 0.4941 | 42 | 1.3334 | 0.1364 | 1.3334 | 1.1547 |
73
+ | No log | 0.5176 | 44 | 1.0979 | 0.3491 | 1.0979 | 1.0478 |
74
+ | No log | 0.5412 | 46 | 1.1120 | 0.3705 | 1.1120 | 1.0545 |
75
+ | No log | 0.5647 | 48 | 1.3838 | 0.3453 | 1.3838 | 1.1763 |
76
+ | No log | 0.5882 | 50 | 1.9076 | 0.2209 | 1.9076 | 1.3812 |
77
+ | No log | 0.6118 | 52 | 2.5446 | 0.0991 | 2.5446 | 1.5952 |
78
+ | No log | 0.6353 | 54 | 2.5761 | 0.1061 | 2.5761 | 1.6050 |
79
+ | No log | 0.6588 | 56 | 2.2703 | 0.0991 | 2.2703 | 1.5067 |
80
+ | No log | 0.6824 | 58 | 1.8026 | 0.3216 | 1.8026 | 1.3426 |
81
+ | No log | 0.7059 | 60 | 1.4631 | 0.2564 | 1.4631 | 1.2096 |
82
+ | No log | 0.7294 | 62 | 1.1054 | 0.3077 | 1.1054 | 1.0514 |
83
+ | No log | 0.7529 | 64 | 1.0038 | 0.3796 | 1.0038 | 1.0019 |
84
+ | No log | 0.7765 | 66 | 1.0853 | 0.3033 | 1.0853 | 1.0418 |
85
+ | No log | 0.8 | 68 | 1.3362 | 0.2153 | 1.3362 | 1.1559 |
86
+ | No log | 0.8235 | 70 | 1.7341 | 0.2245 | 1.7341 | 1.3168 |
87
+ | No log | 0.8471 | 72 | 1.8396 | 0.2002 | 1.8396 | 1.3563 |
88
+ | No log | 0.8706 | 74 | 1.7149 | 0.2245 | 1.7149 | 1.3095 |
89
+ | No log | 0.8941 | 76 | 1.3625 | 0.1713 | 1.3625 | 1.1673 |
90
+ | No log | 0.9176 | 78 | 1.0775 | 0.4045 | 1.0775 | 1.0380 |
91
+ | No log | 0.9412 | 80 | 1.0729 | 0.3678 | 1.0729 | 1.0358 |
92
+ | No log | 0.9647 | 82 | 1.0855 | 0.3678 | 1.0855 | 1.0419 |
93
+ | No log | 0.9882 | 84 | 1.0805 | 0.3829 | 1.0805 | 1.0395 |
94
+ | No log | 1.0118 | 86 | 1.1872 | 0.2131 | 1.1872 | 1.0896 |
95
+ | No log | 1.0353 | 88 | 1.2672 | 0.2839 | 1.2672 | 1.1257 |
96
+ | No log | 1.0588 | 90 | 1.2523 | 0.3050 | 1.2523 | 1.1191 |
97
+ | No log | 1.0824 | 92 | 0.9520 | 0.4460 | 0.9520 | 0.9757 |
98
+ | No log | 1.1059 | 94 | 0.8982 | 0.3652 | 0.8982 | 0.9477 |
99
+ | No log | 1.1294 | 96 | 0.9434 | 0.3139 | 0.9434 | 0.9713 |
100
+ | No log | 1.1529 | 98 | 1.0477 | 0.3354 | 1.0477 | 1.0236 |
101
+ | No log | 1.1765 | 100 | 1.1406 | 0.3294 | 1.1406 | 1.0680 |
102
+ | No log | 1.2 | 102 | 1.1698 | 0.3056 | 1.1698 | 1.0816 |
103
+ | No log | 1.2235 | 104 | 1.2104 | 0.2876 | 1.2104 | 1.1002 |
104
+ | No log | 1.2471 | 106 | 1.0814 | 0.3750 | 1.0815 | 1.0399 |
105
+ | No log | 1.2706 | 108 | 1.0630 | 0.4022 | 1.0630 | 1.0310 |
106
+ | No log | 1.2941 | 110 | 0.9960 | 0.3496 | 0.9960 | 0.9980 |
107
+ | No log | 1.3176 | 112 | 0.9925 | 0.3913 | 0.9925 | 0.9962 |
108
+ | No log | 1.3412 | 114 | 0.9357 | 0.3555 | 0.9357 | 0.9673 |
109
+ | No log | 1.3647 | 116 | 0.8679 | 0.3705 | 0.8679 | 0.9316 |
110
+ | No log | 1.3882 | 118 | 0.8420 | 0.4653 | 0.8420 | 0.9176 |
111
+ | No log | 1.4118 | 120 | 0.8590 | 0.5380 | 0.8590 | 0.9268 |
112
+ | No log | 1.4353 | 122 | 0.8527 | 0.5164 | 0.8527 | 0.9234 |
113
+ | No log | 1.4588 | 124 | 1.1251 | 0.5157 | 1.1251 | 1.0607 |
114
+ | No log | 1.4824 | 126 | 1.0803 | 0.5062 | 1.0803 | 1.0394 |
115
+ | No log | 1.5059 | 128 | 0.9184 | 0.4493 | 0.9184 | 0.9583 |
116
+ | No log | 1.5294 | 130 | 1.0107 | 0.4817 | 1.0107 | 1.0054 |
117
+ | No log | 1.5529 | 132 | 1.0242 | 0.4978 | 1.0242 | 1.0120 |
118
+ | No log | 1.5765 | 134 | 0.9512 | 0.4913 | 0.9512 | 0.9753 |
119
+ | No log | 1.6 | 136 | 0.8296 | 0.5392 | 0.8296 | 0.9108 |
120
+ | No log | 1.6235 | 138 | 0.7871 | 0.5892 | 0.7871 | 0.8872 |
121
+ | No log | 1.6471 | 140 | 0.7866 | 0.5684 | 0.7866 | 0.8869 |
122
+ | No log | 1.6706 | 142 | 0.7699 | 0.5921 | 0.7699 | 0.8774 |
123
+ | No log | 1.6941 | 144 | 0.7896 | 0.6010 | 0.7896 | 0.8886 |
124
+ | No log | 1.7176 | 146 | 0.7775 | 0.5749 | 0.7775 | 0.8817 |
125
+ | No log | 1.7412 | 148 | 0.8372 | 0.5685 | 0.8372 | 0.9150 |
126
+ | No log | 1.7647 | 150 | 0.8481 | 0.5409 | 0.8481 | 0.9209 |
127
+ | No log | 1.7882 | 152 | 0.7659 | 0.4966 | 0.7659 | 0.8751 |
128
+ | No log | 1.8118 | 154 | 0.8482 | 0.5339 | 0.8482 | 0.9210 |
129
+ | No log | 1.8353 | 156 | 0.8650 | 0.4621 | 0.8650 | 0.9300 |
130
+ | No log | 1.8588 | 158 | 0.7737 | 0.6025 | 0.7737 | 0.8796 |
131
+ | No log | 1.8824 | 160 | 0.8146 | 0.5411 | 0.8146 | 0.9026 |
132
+ | No log | 1.9059 | 162 | 0.8044 | 0.5136 | 0.8044 | 0.8969 |
133
+ | No log | 1.9294 | 164 | 0.7680 | 0.5759 | 0.7680 | 0.8763 |
134
+ | No log | 1.9529 | 166 | 0.8363 | 0.5209 | 0.8363 | 0.9145 |
135
+ | No log | 1.9765 | 168 | 0.9673 | 0.4005 | 0.9673 | 0.9835 |
136
+ | No log | 2.0 | 170 | 0.8997 | 0.4574 | 0.8997 | 0.9485 |
137
+ | No log | 2.0235 | 172 | 0.8758 | 0.4842 | 0.8758 | 0.9358 |
138
+ | No log | 2.0471 | 174 | 0.9189 | 0.4556 | 0.9189 | 0.9586 |
139
+ | No log | 2.0706 | 176 | 0.9031 | 0.4042 | 0.9031 | 0.9503 |
140
+ | No log | 2.0941 | 178 | 0.8768 | 0.4197 | 0.8768 | 0.9364 |
141
+ | No log | 2.1176 | 180 | 0.8625 | 0.4534 | 0.8625 | 0.9287 |
142
+ | No log | 2.1412 | 182 | 0.8316 | 0.5905 | 0.8316 | 0.9119 |
143
+ | No log | 2.1647 | 184 | 0.8293 | 0.6032 | 0.8293 | 0.9107 |
144
+ | No log | 2.1882 | 186 | 0.8343 | 0.5606 | 0.8343 | 0.9134 |
145
+ | No log | 2.2118 | 188 | 0.8328 | 0.5028 | 0.8328 | 0.9126 |
146
+ | No log | 2.2353 | 190 | 0.8461 | 0.4519 | 0.8461 | 0.9198 |
147
+ | No log | 2.2588 | 192 | 0.8535 | 0.4804 | 0.8535 | 0.9239 |
148
+ | No log | 2.2824 | 194 | 0.8627 | 0.4571 | 0.8627 | 0.9288 |
149
+ | No log | 2.3059 | 196 | 0.8921 | 0.4299 | 0.8921 | 0.9445 |
150
+ | No log | 2.3294 | 198 | 0.8768 | 0.4498 | 0.8768 | 0.9364 |
151
+ | No log | 2.3529 | 200 | 0.8628 | 0.4603 | 0.8628 | 0.9289 |
152
+ | No log | 2.3765 | 202 | 0.9039 | 0.4553 | 0.9039 | 0.9507 |
153
+ | No log | 2.4 | 204 | 0.8851 | 0.4459 | 0.8851 | 0.9408 |
154
+ | No log | 2.4235 | 206 | 0.8651 | 0.4995 | 0.8651 | 0.9301 |
155
+ | No log | 2.4471 | 208 | 0.8931 | 0.4016 | 0.8931 | 0.9451 |
156
+ | No log | 2.4706 | 210 | 0.8819 | 0.3787 | 0.8819 | 0.9391 |
157
+ | No log | 2.4941 | 212 | 0.9899 | 0.4128 | 0.9899 | 0.9949 |
158
+ | No log | 2.5176 | 214 | 0.9355 | 0.3231 | 0.9355 | 0.9672 |
159
+ | No log | 2.5412 | 216 | 0.9751 | 0.3133 | 0.9751 | 0.9875 |
160
+ | No log | 2.5647 | 218 | 1.4594 | 0.3184 | 1.4594 | 1.2081 |
161
+ | No log | 2.5882 | 220 | 1.5700 | 0.2885 | 1.5700 | 1.2530 |
162
+ | No log | 2.6118 | 222 | 1.2437 | 0.3772 | 1.2437 | 1.1152 |
163
+ | No log | 2.6353 | 224 | 0.9551 | 0.3225 | 0.9551 | 0.9773 |
164
+ | No log | 2.6588 | 226 | 1.0093 | 0.4166 | 1.0093 | 1.0046 |
165
+ | No log | 2.6824 | 228 | 0.9681 | 0.3613 | 0.9681 | 0.9839 |
166
+ | No log | 2.7059 | 230 | 0.9293 | 0.3613 | 0.9293 | 0.9640 |
167
+ | No log | 2.7294 | 232 | 0.9147 | 0.4599 | 0.9147 | 0.9564 |
168
+ | No log | 2.7529 | 234 | 0.9239 | 0.4256 | 0.9239 | 0.9612 |
169
+ | No log | 2.7765 | 236 | 0.9571 | 0.3875 | 0.9571 | 0.9783 |
170
+ | No log | 2.8 | 238 | 1.0132 | 0.3433 | 1.0132 | 1.0066 |
171
+ | No log | 2.8235 | 240 | 1.0609 | 0.3149 | 1.0609 | 1.0300 |
172
+ | No log | 2.8471 | 242 | 0.9750 | 0.4098 | 0.9750 | 0.9874 |
173
+ | No log | 2.8706 | 244 | 0.9346 | 0.4474 | 0.9346 | 0.9668 |
174
+ | No log | 2.8941 | 246 | 0.9648 | 0.4477 | 0.9648 | 0.9822 |
175
+ | No log | 2.9176 | 248 | 1.0334 | 0.4200 | 1.0334 | 1.0166 |
176
+ | No log | 2.9412 | 250 | 1.0681 | 0.4668 | 1.0681 | 1.0335 |
177
+ | No log | 2.9647 | 252 | 1.0462 | 0.4131 | 1.0462 | 1.0228 |
178
+ | No log | 2.9882 | 254 | 1.0106 | 0.4164 | 1.0106 | 1.0053 |
179
+ | No log | 3.0118 | 256 | 0.9536 | 0.3298 | 0.9536 | 0.9765 |
180
+ | No log | 3.0353 | 258 | 0.9139 | 0.3119 | 0.9139 | 0.9560 |
181
+ | No log | 3.0588 | 260 | 0.9264 | 0.3590 | 0.9264 | 0.9625 |
182
+ | No log | 3.0824 | 262 | 0.9000 | 0.4056 | 0.9000 | 0.9487 |
183
+ | No log | 3.1059 | 264 | 0.8665 | 0.4512 | 0.8665 | 0.9309 |
184
+ | No log | 3.1294 | 266 | 0.8972 | 0.3802 | 0.8972 | 0.9472 |
185
+ | No log | 3.1529 | 268 | 0.9108 | 0.4113 | 0.9108 | 0.9543 |
186
+ | No log | 3.1765 | 270 | 0.8682 | 0.4734 | 0.8682 | 0.9318 |
187
+ | No log | 3.2 | 272 | 0.9041 | 0.3472 | 0.9041 | 0.9508 |
188
+ | No log | 3.2235 | 274 | 0.9253 | 0.3086 | 0.9253 | 0.9619 |
189
+ | No log | 3.2471 | 276 | 0.9022 | 0.3090 | 0.9022 | 0.9498 |
190
+ | No log | 3.2706 | 278 | 0.9063 | 0.3392 | 0.9063 | 0.9520 |
191
+ | No log | 3.2941 | 280 | 0.8984 | 0.3243 | 0.8984 | 0.9479 |
192
+ | No log | 3.3176 | 282 | 0.9208 | 0.4439 | 0.9208 | 0.9596 |
193
+ | No log | 3.3412 | 284 | 1.0361 | 0.4056 | 1.0361 | 1.0179 |
194
+ | No log | 3.3647 | 286 | 1.0575 | 0.4282 | 1.0575 | 1.0283 |
195
+ | No log | 3.3882 | 288 | 1.0114 | 0.4186 | 1.0114 | 1.0057 |
196
+ | No log | 3.4118 | 290 | 0.9534 | 0.4186 | 0.9534 | 0.9764 |
197
+ | No log | 3.4353 | 292 | 0.8667 | 0.3734 | 0.8667 | 0.9310 |
198
+ | No log | 3.4588 | 294 | 0.8403 | 0.4115 | 0.8403 | 0.9167 |
199
+ | No log | 3.4824 | 296 | 0.8125 | 0.4260 | 0.8125 | 0.9014 |
200
+ | No log | 3.5059 | 298 | 0.7728 | 0.5635 | 0.7728 | 0.8791 |
201
+ | No log | 3.5294 | 300 | 0.7611 | 0.5195 | 0.7611 | 0.8724 |
202
+ | No log | 3.5529 | 302 | 0.7497 | 0.5837 | 0.7497 | 0.8659 |
203
+ | No log | 3.5765 | 304 | 0.7584 | 0.6032 | 0.7584 | 0.8708 |
204
+ | No log | 3.6 | 306 | 0.8409 | 0.4295 | 0.8409 | 0.9170 |
205
+ | No log | 3.6235 | 308 | 0.8978 | 0.4295 | 0.8978 | 0.9475 |
206
+ | No log | 3.6471 | 310 | 0.8312 | 0.4526 | 0.8312 | 0.9117 |
207
+ | No log | 3.6706 | 312 | 0.7703 | 0.5062 | 0.7703 | 0.8777 |
208
+ | No log | 3.6941 | 314 | 0.7749 | 0.4526 | 0.7749 | 0.8803 |
209
+ | No log | 3.7176 | 316 | 0.7980 | 0.4611 | 0.7980 | 0.8933 |
210
+ | No log | 3.7412 | 318 | 0.8146 | 0.5112 | 0.8146 | 0.9026 |
211
+ | No log | 3.7647 | 320 | 0.8271 | 0.4016 | 0.8271 | 0.9095 |
212
+ | No log | 3.7882 | 322 | 0.8331 | 0.4498 | 0.8331 | 0.9128 |
213
+ | No log | 3.8118 | 324 | 0.8330 | 0.5012 | 0.8330 | 0.9127 |
214
+ | No log | 3.8353 | 326 | 0.8660 | 0.4657 | 0.8660 | 0.9306 |
215
+ | No log | 3.8588 | 328 | 0.9121 | 0.4072 | 0.9121 | 0.9550 |
216
+ | No log | 3.8824 | 330 | 0.9074 | 0.4062 | 0.9074 | 0.9526 |
217
+ | No log | 3.9059 | 332 | 0.9121 | 0.3298 | 0.9121 | 0.9550 |
218
+ | No log | 3.9294 | 334 | 0.9375 | 0.3174 | 0.9375 | 0.9682 |
219
+ | No log | 3.9529 | 336 | 0.9614 | 0.3151 | 0.9614 | 0.9805 |
220
+ | No log | 3.9765 | 338 | 0.9895 | 0.2812 | 0.9895 | 0.9948 |
221
+ | No log | 4.0 | 340 | 1.0317 | 0.3939 | 1.0317 | 1.0157 |
222
+ | No log | 4.0235 | 342 | 1.0360 | 0.4661 | 1.0360 | 1.0179 |
223
+ | No log | 4.0471 | 344 | 0.9430 | 0.4596 | 0.9430 | 0.9711 |
224
+ | No log | 4.0706 | 346 | 0.9047 | 0.3961 | 0.9047 | 0.9512 |
225
+ | No log | 4.0941 | 348 | 0.9098 | 0.4067 | 0.9098 | 0.9538 |
226
+ | No log | 4.1176 | 350 | 0.9106 | 0.4203 | 0.9106 | 0.9542 |
227
+ | No log | 4.1412 | 352 | 0.9308 | 0.4503 | 0.9308 | 0.9648 |
228
+ | No log | 4.1647 | 354 | 0.9251 | 0.4163 | 0.9251 | 0.9618 |
229
+ | No log | 4.1882 | 356 | 0.9489 | 0.4226 | 0.9489 | 0.9741 |
230
+ | No log | 4.2118 | 358 | 0.9592 | 0.4466 | 0.9592 | 0.9794 |
231
+ | No log | 4.2353 | 360 | 0.9950 | 0.4797 | 0.9950 | 0.9975 |
232
+ | No log | 4.2588 | 362 | 0.9485 | 0.4125 | 0.9485 | 0.9739 |
233
+ | No log | 4.2824 | 364 | 0.9028 | 0.3437 | 0.9028 | 0.9502 |
234
+ | No log | 4.3059 | 366 | 1.0167 | 0.3602 | 1.0167 | 1.0083 |
235
+ | No log | 4.3294 | 368 | 1.0456 | 0.3613 | 1.0456 | 1.0225 |
236
+ | No log | 4.3529 | 370 | 0.9421 | 0.3626 | 0.9421 | 0.9706 |
237
+ | No log | 4.3765 | 372 | 0.9156 | 0.3979 | 0.9156 | 0.9569 |
238
+ | No log | 4.4 | 374 | 0.9955 | 0.4040 | 0.9955 | 0.9978 |
239
+ | No log | 4.4235 | 376 | 0.9971 | 0.4040 | 0.9971 | 0.9985 |
240
+ | No log | 4.4471 | 378 | 0.9799 | 0.4165 | 0.9799 | 0.9899 |
241
+ | No log | 4.4706 | 380 | 0.9872 | 0.4025 | 0.9872 | 0.9936 |
242
+ | No log | 4.4941 | 382 | 0.9670 | 0.3820 | 0.9670 | 0.9834 |
243
+ | No log | 4.5176 | 384 | 0.9591 | 0.3142 | 0.9591 | 0.9793 |
244
+ | No log | 4.5412 | 386 | 0.9563 | 0.2993 | 0.9563 | 0.9779 |
245
+ | No log | 4.5647 | 388 | 0.9468 | 0.3437 | 0.9468 | 0.9730 |
246
+ | No log | 4.5882 | 390 | 0.9320 | 0.3337 | 0.9320 | 0.9654 |
247
+ | No log | 4.6118 | 392 | 0.9227 | 0.3671 | 0.9227 | 0.9606 |
248
+ | No log | 4.6353 | 394 | 0.9102 | 0.3671 | 0.9102 | 0.9541 |
249
+ | No log | 4.6588 | 396 | 0.8647 | 0.4617 | 0.8647 | 0.9299 |
250
+ | No log | 4.6824 | 398 | 0.9032 | 0.4526 | 0.9032 | 0.9504 |
251
+ | No log | 4.7059 | 400 | 0.9811 | 0.3902 | 0.9811 | 0.9905 |
252
+ | No log | 4.7294 | 402 | 0.9734 | 0.3517 | 0.9734 | 0.9866 |
253
+ | No log | 4.7529 | 404 | 0.9172 | 0.3298 | 0.9172 | 0.9577 |
254
+ | No log | 4.7765 | 406 | 0.8760 | 0.3539 | 0.8760 | 0.9360 |
255
+ | No log | 4.8 | 408 | 0.8719 | 0.3685 | 0.8719 | 0.9338 |
256
+ | No log | 4.8235 | 410 | 0.8790 | 0.3539 | 0.8790 | 0.9375 |
257
+ | No log | 4.8471 | 412 | 0.9251 | 0.3564 | 0.9251 | 0.9618 |
258
+ | No log | 4.8706 | 414 | 1.0060 | 0.4186 | 1.0060 | 1.0030 |
259
+ | No log | 4.8941 | 416 | 1.0580 | 0.3730 | 1.0580 | 1.0286 |
260
+ | No log | 4.9176 | 418 | 1.0161 | 0.4186 | 1.0161 | 1.0080 |
261
+ | No log | 4.9412 | 420 | 0.9235 | 0.3448 | 0.9235 | 0.9610 |
262
+ | No log | 4.9647 | 422 | 0.8744 | 0.4466 | 0.8744 | 0.9351 |
263
+ | No log | 4.9882 | 424 | 0.8958 | 0.3590 | 0.8958 | 0.9465 |
264
+ | No log | 5.0118 | 426 | 0.8838 | 0.3693 | 0.8838 | 0.9401 |
265
+ | No log | 5.0353 | 428 | 0.8576 | 0.3685 | 0.8576 | 0.9261 |
266
+ | No log | 5.0588 | 430 | 0.9193 | 0.4439 | 0.9193 | 0.9588 |
267
+ | No log | 5.0824 | 432 | 1.0046 | 0.3730 | 1.0046 | 1.0023 |
268
+ | No log | 5.1059 | 434 | 1.0129 | 0.3730 | 1.0129 | 1.0065 |
269
+ | No log | 5.1294 | 436 | 0.9701 | 0.3730 | 0.9701 | 0.9850 |
270
+ | No log | 5.1529 | 438 | 0.9200 | 0.3645 | 0.9200 | 0.9592 |
271
+ | No log | 5.1765 | 440 | 0.8522 | 0.3787 | 0.8522 | 0.9231 |
272
+ | No log | 5.2 | 442 | 0.8231 | 0.4608 | 0.8231 | 0.9072 |
273
+ | No log | 5.2235 | 444 | 0.8316 | 0.4297 | 0.8316 | 0.9119 |
274
+ | No log | 5.2471 | 446 | 0.8319 | 0.4220 | 0.8319 | 0.9121 |
275
+ | No log | 5.2706 | 448 | 0.8576 | 0.3938 | 0.8576 | 0.9261 |
276
+ | No log | 5.2941 | 450 | 0.9710 | 0.4423 | 0.9710 | 0.9854 |
277
+ | No log | 5.3176 | 452 | 1.0298 | 0.4423 | 1.0298 | 1.0148 |
278
+ | No log | 5.3412 | 454 | 1.0066 | 0.4423 | 1.0066 | 1.0033 |
279
+ | No log | 5.3647 | 456 | 0.9514 | 0.3306 | 0.9514 | 0.9754 |
280
+ | No log | 5.3882 | 458 | 0.9205 | 0.3278 | 0.9205 | 0.9594 |
281
+ | No log | 5.4118 | 460 | 0.8924 | 0.3404 | 0.8924 | 0.9447 |
282
+ | No log | 5.4353 | 462 | 0.8816 | 0.3539 | 0.8816 | 0.9389 |
283
+ | No log | 5.4588 | 464 | 0.8735 | 0.3998 | 0.8735 | 0.9346 |
284
+ | No log | 5.4824 | 466 | 0.8256 | 0.4418 | 0.8256 | 0.9087 |
285
+ | No log | 5.5059 | 468 | 0.8055 | 0.4599 | 0.8055 | 0.8975 |
286
+ | No log | 5.5294 | 470 | 0.8191 | 0.3938 | 0.8191 | 0.9050 |
287
+ | No log | 5.5529 | 472 | 0.8216 | 0.4077 | 0.8216 | 0.9064 |
288
+ | No log | 5.5765 | 474 | 0.8145 | 0.4116 | 0.8145 | 0.9025 |
289
+ | No log | 5.6 | 476 | 0.8045 | 0.4116 | 0.8045 | 0.8969 |
290
+ | No log | 5.6235 | 478 | 0.7956 | 0.4737 | 0.7956 | 0.8919 |
291
+ | No log | 5.6471 | 480 | 0.7844 | 0.5061 | 0.7844 | 0.8856 |
292
+ | No log | 5.6706 | 482 | 0.8016 | 0.5094 | 0.8016 | 0.8953 |
293
+ | No log | 5.6941 | 484 | 0.8267 | 0.5192 | 0.8267 | 0.9093 |
294
+ | No log | 5.7176 | 486 | 0.8268 | 0.5192 | 0.8268 | 0.9093 |
295
+ | No log | 5.7412 | 488 | 0.8193 | 0.4519 | 0.8193 | 0.9052 |
296
+ | No log | 5.7647 | 490 | 0.8290 | 0.3938 | 0.8290 | 0.9105 |
297
+ | No log | 5.7882 | 492 | 0.8353 | 0.4701 | 0.8353 | 0.9139 |
298
+ | No log | 5.8118 | 494 | 0.8474 | 0.4261 | 0.8474 | 0.9205 |
299
+ | No log | 5.8353 | 496 | 0.8685 | 0.4198 | 0.8685 | 0.9319 |
300
+ | No log | 5.8588 | 498 | 0.8690 | 0.4406 | 0.8690 | 0.9322 |
301
+ | 0.3797 | 5.8824 | 500 | 0.8576 | 0.4221 | 0.8576 | 0.9261 |
302
+ | 0.3797 | 5.9059 | 502 | 0.8810 | 0.3525 | 0.8810 | 0.9386 |
303
+ | 0.3797 | 5.9294 | 504 | 0.8945 | 0.3583 | 0.8945 | 0.9458 |
304
+ | 0.3797 | 5.9529 | 506 | 0.8986 | 0.3689 | 0.8986 | 0.9479 |
305
+ | 0.3797 | 5.9765 | 508 | 0.8912 | 0.3804 | 0.8912 | 0.9440 |
306
+ | 0.3797 | 6.0 | 510 | 0.8513 | 0.3787 | 0.8513 | 0.9227 |
307
 
308
 
309
  ### Framework versions
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