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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_task7_organization

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Training in progress, step 500

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  1. README.md +393 -275
  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_run1_AugV5_k8_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_run1_AugV5_k8_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: 0.6380
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- - Qwk: 0.2923
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- - Mse: 0.6380
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- - Rmse: 0.7987
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  ## Model description
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@@ -47,275 +47,393 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0769 | 2 | 2.5695 | -0.0109 | 2.5695 | 1.6030 |
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- | No log | 0.1538 | 4 | 1.3333 | 0.0495 | 1.3333 | 1.1547 |
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- | No log | 0.2308 | 6 | 0.9296 | -0.0660 | 0.9296 | 0.9642 |
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- | No log | 0.3077 | 8 | 0.9385 | -0.0753 | 0.9385 | 0.9687 |
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- | No log | 0.3846 | 10 | 0.8994 | 0.0393 | 0.8994 | 0.9484 |
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- | No log | 0.4615 | 12 | 0.9084 | 0.0 | 0.9084 | 0.9531 |
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- | No log | 0.5385 | 14 | 0.8571 | 0.0 | 0.8571 | 0.9258 |
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- | No log | 0.6154 | 16 | 0.8319 | 0.0937 | 0.8319 | 0.9121 |
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- | No log | 0.6923 | 18 | 0.7918 | 0.1372 | 0.7918 | 0.8898 |
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- | No log | 0.7692 | 20 | 0.8439 | 0.2087 | 0.8439 | 0.9186 |
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- | No log | 0.8462 | 22 | 0.8182 | 0.2736 | 0.8182 | 0.9045 |
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- | No log | 0.9231 | 24 | 0.8555 | 0.3553 | 0.8555 | 0.9249 |
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- | No log | 1.0 | 26 | 1.1313 | 0.2723 | 1.1313 | 1.0636 |
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- | No log | 1.0769 | 28 | 1.4611 | 0.0192 | 1.4611 | 1.2088 |
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- | No log | 1.1538 | 30 | 1.2870 | 0.1222 | 1.2870 | 1.1345 |
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- | No log | 1.2308 | 32 | 0.9100 | 0.3385 | 0.9100 | 0.9540 |
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- | No log | 1.3077 | 34 | 0.7790 | 0.2919 | 0.7790 | 0.8826 |
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- | No log | 1.3846 | 36 | 0.7823 | 0.1786 | 0.7823 | 0.8845 |
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- | No log | 1.4615 | 38 | 0.9119 | 0.1345 | 0.9119 | 0.9549 |
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- | No log | 1.5385 | 40 | 0.9719 | 0.2464 | 0.9719 | 0.9858 |
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- | No log | 1.6154 | 42 | 1.0416 | 0.3013 | 1.0416 | 1.0206 |
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- | No log | 1.6923 | 44 | 0.9915 | 0.4035 | 0.9915 | 0.9958 |
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- | No log | 1.7692 | 46 | 0.9373 | 0.3645 | 0.9373 | 0.9682 |
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- | No log | 1.8462 | 48 | 0.8762 | 0.3354 | 0.8762 | 0.9361 |
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- | No log | 1.9231 | 50 | 0.7713 | 0.3051 | 0.7713 | 0.8782 |
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- | No log | 2.0 | 52 | 0.7747 | 0.4120 | 0.7747 | 0.8801 |
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- | No log | 2.0769 | 54 | 1.0287 | 0.3111 | 1.0287 | 1.0143 |
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- | No log | 2.1538 | 56 | 1.2642 | 0.1005 | 1.2642 | 1.1243 |
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- | No log | 2.2308 | 58 | 1.0340 | 0.3111 | 1.0340 | 1.0169 |
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- | No log | 2.3077 | 60 | 0.7268 | 0.3143 | 0.7268 | 0.8525 |
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- | No log | 2.3846 | 62 | 0.5886 | 0.3575 | 0.5886 | 0.7672 |
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- | No log | 2.4615 | 64 | 0.7206 | 0.4072 | 0.7206 | 0.8489 |
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- | No log | 2.5385 | 66 | 0.6815 | 0.4513 | 0.6815 | 0.8256 |
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- | No log | 2.6154 | 68 | 0.5964 | 0.2572 | 0.5964 | 0.7723 |
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- | No log | 2.6923 | 70 | 0.6828 | 0.2486 | 0.6828 | 0.8263 |
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- | No log | 2.7692 | 72 | 0.7895 | 0.3772 | 0.7895 | 0.8885 |
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- | No log | 2.8462 | 74 | 0.7792 | 0.3772 | 0.7792 | 0.8827 |
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- | No log | 2.9231 | 76 | 0.7471 | 0.3746 | 0.7471 | 0.8643 |
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- | No log | 3.0 | 78 | 0.6571 | 0.3640 | 0.6571 | 0.8106 |
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- | No log | 3.0769 | 80 | 0.6126 | 0.3690 | 0.6126 | 0.7827 |
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- | No log | 3.1538 | 82 | 0.6156 | 0.4788 | 0.6156 | 0.7846 |
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- | No log | 3.2308 | 84 | 0.6580 | 0.4788 | 0.6580 | 0.8112 |
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- | No log | 3.3077 | 86 | 0.7435 | 0.4074 | 0.7435 | 0.8623 |
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- | No log | 3.3846 | 88 | 0.8863 | 0.4277 | 0.8863 | 0.9415 |
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- | No log | 3.4615 | 90 | 0.9179 | 0.3747 | 0.9179 | 0.9581 |
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- | No log | 3.5385 | 92 | 0.7826 | 0.4280 | 0.7826 | 0.8846 |
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- | No log | 3.6154 | 94 | 0.6846 | 0.4776 | 0.6846 | 0.8274 |
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- | No log | 3.6923 | 96 | 0.5854 | 0.4923 | 0.5854 | 0.7651 |
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- | No log | 3.7692 | 98 | 0.5975 | 0.4958 | 0.5975 | 0.7730 |
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- | No log | 3.8462 | 100 | 0.6489 | 0.5578 | 0.6489 | 0.8056 |
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- | No log | 3.9231 | 102 | 0.7139 | 0.5457 | 0.7139 | 0.8449 |
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- | No log | 4.0 | 104 | 0.7526 | 0.4914 | 0.7526 | 0.8676 |
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- | No log | 4.0769 | 106 | 0.6913 | 0.4935 | 0.6913 | 0.8314 |
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- | No log | 4.1538 | 108 | 0.5743 | 0.5057 | 0.5743 | 0.7578 |
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- | No log | 4.2308 | 110 | 0.6157 | 0.4664 | 0.6157 | 0.7847 |
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- | No log | 4.3077 | 112 | 0.6260 | 0.4219 | 0.6260 | 0.7912 |
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- | No log | 4.3846 | 114 | 0.5799 | 0.4634 | 0.5799 | 0.7615 |
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- | No log | 4.4615 | 116 | 0.6923 | 0.3783 | 0.6923 | 0.8321 |
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- | No log | 4.5385 | 118 | 0.7469 | 0.3983 | 0.7469 | 0.8642 |
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- | No log | 4.6154 | 120 | 0.6561 | 0.4271 | 0.6561 | 0.8100 |
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- | No log | 4.6923 | 122 | 0.6110 | 0.5162 | 0.6110 | 0.7816 |
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- | No log | 4.7692 | 124 | 0.6075 | 0.4199 | 0.6075 | 0.7794 |
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- | No log | 4.8462 | 126 | 0.6180 | 0.4437 | 0.6180 | 0.7861 |
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- | No log | 4.9231 | 128 | 0.5953 | 0.5734 | 0.5953 | 0.7715 |
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- | No log | 5.0 | 130 | 0.6845 | 0.4672 | 0.6845 | 0.8274 |
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- | No log | 5.0769 | 132 | 0.7863 | 0.3790 | 0.7863 | 0.8867 |
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- | No log | 5.1538 | 134 | 0.7472 | 0.4635 | 0.7472 | 0.8644 |
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- | No log | 5.2308 | 136 | 0.6011 | 0.4339 | 0.6011 | 0.7753 |
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- | No log | 5.3077 | 138 | 0.5545 | 0.5333 | 0.5545 | 0.7446 |
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- | No log | 5.3846 | 140 | 0.6023 | 0.4939 | 0.6023 | 0.7761 |
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- | No log | 5.4615 | 142 | 0.7074 | 0.4635 | 0.7074 | 0.8411 |
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- | No log | 5.5385 | 144 | 0.6583 | 0.4987 | 0.6583 | 0.8114 |
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- | No log | 5.6154 | 146 | 0.6391 | 0.4892 | 0.6391 | 0.7995 |
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- | No log | 5.6923 | 148 | 0.6062 | 0.4850 | 0.6062 | 0.7786 |
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- | No log | 5.7692 | 150 | 0.6425 | 0.4373 | 0.6425 | 0.8016 |
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- | No log | 5.8462 | 152 | 0.6052 | 0.4584 | 0.6052 | 0.7780 |
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- | No log | 5.9231 | 154 | 0.5688 | 0.4289 | 0.5688 | 0.7542 |
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- | No log | 6.0 | 156 | 0.5933 | 0.3416 | 0.5933 | 0.7702 |
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- | No log | 6.0769 | 158 | 0.6720 | 0.2036 | 0.6720 | 0.8198 |
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- | No log | 6.1538 | 160 | 0.8012 | 0.3068 | 0.8012 | 0.8951 |
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- | No log | 6.2308 | 162 | 0.8153 | 0.2677 | 0.8153 | 0.9029 |
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- | No log | 6.3077 | 164 | 0.8240 | 0.3432 | 0.8240 | 0.9077 |
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- | No log | 6.3846 | 166 | 0.8500 | 0.2754 | 0.8500 | 0.9220 |
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- | No log | 6.4615 | 168 | 0.7437 | 0.4482 | 0.7437 | 0.8624 |
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- | No log | 6.5385 | 170 | 0.6210 | 0.4264 | 0.6210 | 0.7881 |
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- | No log | 6.6154 | 172 | 0.6034 | 0.4352 | 0.6034 | 0.7768 |
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- | No log | 6.6923 | 174 | 0.6318 | 0.4997 | 0.6318 | 0.7949 |
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- | No log | 6.7692 | 176 | 0.7800 | 0.4186 | 0.7800 | 0.8832 |
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- | No log | 6.8462 | 178 | 0.8661 | 0.2907 | 0.8661 | 0.9306 |
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- | No log | 6.9231 | 180 | 0.7584 | 0.3381 | 0.7584 | 0.8709 |
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- | No log | 7.0 | 182 | 0.5883 | 0.4838 | 0.5883 | 0.7670 |
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- | No log | 7.0769 | 184 | 0.5861 | 0.3092 | 0.5861 | 0.7656 |
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- | No log | 7.1538 | 186 | 0.6606 | 0.4134 | 0.6606 | 0.8128 |
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- | No log | 7.2308 | 188 | 0.6577 | 0.3673 | 0.6577 | 0.8110 |
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- | No log | 7.3077 | 190 | 0.6141 | 0.3243 | 0.6141 | 0.7837 |
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- | No log | 7.3846 | 192 | 0.6337 | 0.2443 | 0.6337 | 0.7961 |
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- | No log | 7.4615 | 194 | 0.7739 | 0.3103 | 0.7739 | 0.8797 |
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- | No log | 7.5385 | 196 | 0.8529 | 0.2512 | 0.8529 | 0.9235 |
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- | No log | 7.6154 | 198 | 0.7904 | 0.2803 | 0.7904 | 0.8891 |
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- | No log | 7.6923 | 200 | 0.7043 | 0.4544 | 0.7043 | 0.8392 |
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- | No log | 7.7692 | 202 | 0.7089 | 0.4459 | 0.7089 | 0.8420 |
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- | No log | 7.8462 | 204 | 0.7029 | 0.4510 | 0.7029 | 0.8384 |
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- | No log | 7.9231 | 206 | 0.6652 | 0.5161 | 0.6652 | 0.8156 |
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- | No log | 8.0 | 208 | 0.6266 | 0.5449 | 0.6266 | 0.7916 |
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- | No log | 8.0769 | 210 | 0.6716 | 0.4807 | 0.6716 | 0.8195 |
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- | No log | 8.1538 | 212 | 0.6744 | 0.4807 | 0.6744 | 0.8212 |
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- | No log | 8.2308 | 214 | 0.6217 | 0.4429 | 0.6217 | 0.7885 |
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- | No log | 8.3077 | 216 | 0.6020 | 0.4384 | 0.6020 | 0.7759 |
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- | No log | 8.3846 | 218 | 0.6048 | 0.3988 | 0.6048 | 0.7777 |
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- | No log | 8.4615 | 220 | 0.6516 | 0.5014 | 0.6516 | 0.8072 |
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- | No log | 8.5385 | 222 | 0.6939 | 0.4179 | 0.6939 | 0.8330 |
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- | No log | 8.6154 | 224 | 0.6722 | 0.5074 | 0.6722 | 0.8199 |
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- | No log | 8.6923 | 226 | 0.6098 | 0.5168 | 0.6098 | 0.7809 |
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- | No log | 8.7692 | 228 | 0.5836 | 0.5217 | 0.5836 | 0.7639 |
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- | No log | 8.8462 | 230 | 0.5787 | 0.5234 | 0.5787 | 0.7607 |
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- | No log | 8.9231 | 232 | 0.5859 | 0.5587 | 0.5859 | 0.7654 |
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- | No log | 9.0 | 234 | 0.6019 | 0.5682 | 0.6019 | 0.7758 |
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- | No log | 9.0769 | 236 | 0.5925 | 0.5682 | 0.5925 | 0.7697 |
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- | No log | 9.1538 | 238 | 0.5599 | 0.5117 | 0.5599 | 0.7483 |
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- | No log | 9.2308 | 240 | 0.5392 | 0.5010 | 0.5392 | 0.7343 |
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- | No log | 9.3077 | 242 | 0.5392 | 0.5085 | 0.5392 | 0.7343 |
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- | No log | 9.3846 | 244 | 0.5412 | 0.5085 | 0.5412 | 0.7357 |
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- | No log | 9.4615 | 246 | 0.5611 | 0.5117 | 0.5611 | 0.7490 |
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- | No log | 9.5385 | 248 | 0.6240 | 0.4411 | 0.6240 | 0.7900 |
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- | No log | 9.6154 | 250 | 0.6279 | 0.4868 | 0.6279 | 0.7924 |
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- | No log | 9.6923 | 252 | 0.5932 | 0.5144 | 0.5932 | 0.7702 |
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- | No log | 9.7692 | 254 | 0.5464 | 0.5555 | 0.5464 | 0.7392 |
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- | No log | 9.8462 | 256 | 0.5414 | 0.5505 | 0.5414 | 0.7358 |
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- | No log | 9.9231 | 258 | 0.5413 | 0.5022 | 0.5413 | 0.7357 |
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- | No log | 10.0 | 260 | 0.5422 | 0.4276 | 0.5422 | 0.7364 |
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- | No log | 10.0769 | 262 | 0.5471 | 0.5061 | 0.5471 | 0.7396 |
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- | No log | 10.1538 | 264 | 0.5792 | 0.5127 | 0.5792 | 0.7610 |
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- | No log | 10.2308 | 266 | 0.6040 | 0.5127 | 0.6040 | 0.7772 |
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- | No log | 10.3077 | 268 | 0.5728 | 0.5321 | 0.5728 | 0.7568 |
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- | No log | 10.3846 | 270 | 0.5720 | 0.5304 | 0.5720 | 0.7563 |
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- | No log | 10.4615 | 272 | 0.5935 | 0.5266 | 0.5935 | 0.7704 |
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- | No log | 10.5385 | 274 | 0.5988 | 0.5046 | 0.5988 | 0.7738 |
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- | No log | 10.6154 | 276 | 0.5860 | 0.4767 | 0.5860 | 0.7655 |
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- | No log | 10.6923 | 278 | 0.5987 | 0.4584 | 0.5987 | 0.7738 |
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- | No log | 10.7692 | 280 | 0.5953 | 0.3396 | 0.5953 | 0.7716 |
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- | No log | 10.8462 | 282 | 0.6037 | 0.3396 | 0.6037 | 0.7770 |
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- | No log | 10.9231 | 284 | 0.5925 | 0.4061 | 0.5925 | 0.7697 |
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- | No log | 11.0 | 286 | 0.5704 | 0.3385 | 0.5704 | 0.7552 |
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- | No log | 11.0769 | 288 | 0.5668 | 0.3916 | 0.5668 | 0.7528 |
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- | No log | 11.1538 | 290 | 0.5796 | 0.4767 | 0.5796 | 0.7613 |
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- | No log | 11.2308 | 292 | 0.5998 | 0.4888 | 0.5998 | 0.7745 |
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- | No log | 11.3077 | 294 | 0.5756 | 0.4767 | 0.5756 | 0.7587 |
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- | No log | 11.3846 | 296 | 0.5665 | 0.4767 | 0.5665 | 0.7527 |
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- | No log | 11.4615 | 298 | 0.5626 | 0.4211 | 0.5626 | 0.7500 |
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- | No log | 11.5385 | 300 | 0.5722 | 0.4767 | 0.5722 | 0.7564 |
202
- | No log | 11.6154 | 302 | 0.5993 | 0.5030 | 0.5993 | 0.7741 |
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- | No log | 11.6923 | 304 | 0.6473 | 0.4927 | 0.6473 | 0.8046 |
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- | No log | 11.7692 | 306 | 0.7006 | 0.3352 | 0.7006 | 0.8370 |
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- | No log | 11.8462 | 308 | 0.6823 | 0.4860 | 0.6823 | 0.8260 |
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- | No log | 11.9231 | 310 | 0.6206 | 0.4888 | 0.6206 | 0.7878 |
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- | No log | 12.0 | 312 | 0.5782 | 0.4211 | 0.5782 | 0.7604 |
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- | No log | 12.0769 | 314 | 0.5747 | 0.3651 | 0.5747 | 0.7581 |
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- | No log | 12.1538 | 316 | 0.5764 | 0.3915 | 0.5764 | 0.7592 |
210
- | No log | 12.2308 | 318 | 0.5740 | 0.3213 | 0.5740 | 0.7576 |
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- | No log | 12.3077 | 320 | 0.5861 | 0.3916 | 0.5861 | 0.7656 |
212
- | No log | 12.3846 | 322 | 0.6118 | 0.4059 | 0.6118 | 0.7821 |
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- | No log | 12.4615 | 324 | 0.6149 | 0.3911 | 0.6149 | 0.7842 |
214
- | No log | 12.5385 | 326 | 0.5932 | 0.3916 | 0.5932 | 0.7702 |
215
- | No log | 12.6154 | 328 | 0.5761 | 0.3661 | 0.5761 | 0.7590 |
216
- | No log | 12.6923 | 330 | 0.5756 | 0.3552 | 0.5756 | 0.7587 |
217
- | No log | 12.7692 | 332 | 0.5730 | 0.3502 | 0.5730 | 0.7570 |
218
- | No log | 12.8462 | 334 | 0.5745 | 0.3481 | 0.5745 | 0.7579 |
219
- | No log | 12.9231 | 336 | 0.5741 | 0.3780 | 0.5741 | 0.7577 |
220
- | No log | 13.0 | 338 | 0.5870 | 0.4767 | 0.5870 | 0.7662 |
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- | No log | 13.0769 | 340 | 0.6019 | 0.4174 | 0.6019 | 0.7758 |
222
- | No log | 13.1538 | 342 | 0.6077 | 0.3885 | 0.6077 | 0.7796 |
223
- | No log | 13.2308 | 344 | 0.5988 | 0.3585 | 0.5988 | 0.7738 |
224
- | No log | 13.3077 | 346 | 0.5858 | 0.3336 | 0.5858 | 0.7653 |
225
- | No log | 13.3846 | 348 | 0.5700 | 0.3604 | 0.5700 | 0.7550 |
226
- | No log | 13.4615 | 350 | 0.5631 | 0.3890 | 0.5631 | 0.7504 |
227
- | No log | 13.5385 | 352 | 0.5584 | 0.4276 | 0.5584 | 0.7473 |
228
- | No log | 13.6154 | 354 | 0.5703 | 0.5079 | 0.5703 | 0.7552 |
229
- | No log | 13.6923 | 356 | 0.5848 | 0.4849 | 0.5848 | 0.7647 |
230
- | No log | 13.7692 | 358 | 0.5746 | 0.4849 | 0.5746 | 0.7580 |
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- | No log | 13.8462 | 360 | 0.5776 | 0.4322 | 0.5776 | 0.7600 |
232
- | No log | 13.9231 | 362 | 0.5791 | 0.4322 | 0.5791 | 0.7610 |
233
- | No log | 14.0 | 364 | 0.6035 | 0.5265 | 0.6035 | 0.7769 |
234
- | No log | 14.0769 | 366 | 0.6328 | 0.4841 | 0.6328 | 0.7955 |
235
- | No log | 14.1538 | 368 | 0.6781 | 0.4652 | 0.6781 | 0.8235 |
236
- | No log | 14.2308 | 370 | 0.7217 | 0.4250 | 0.7217 | 0.8495 |
237
- | No log | 14.3077 | 372 | 0.7104 | 0.4302 | 0.7104 | 0.8429 |
238
- | No log | 14.3846 | 374 | 0.6592 | 0.4652 | 0.6592 | 0.8119 |
239
- | No log | 14.4615 | 376 | 0.6459 | 0.3953 | 0.6459 | 0.8037 |
240
- | No log | 14.5385 | 378 | 0.6257 | 0.4452 | 0.6257 | 0.7910 |
241
- | No log | 14.6154 | 380 | 0.6085 | 0.3885 | 0.6085 | 0.7800 |
242
- | No log | 14.6923 | 382 | 0.6071 | 0.3302 | 0.6071 | 0.7791 |
243
- | No log | 14.7692 | 384 | 0.6162 | 0.2642 | 0.6162 | 0.7850 |
244
- | No log | 14.8462 | 386 | 0.6383 | 0.3001 | 0.6383 | 0.7990 |
245
- | No log | 14.9231 | 388 | 0.6558 | 0.3189 | 0.6558 | 0.8098 |
246
- | No log | 15.0 | 390 | 0.6713 | 0.4237 | 0.6713 | 0.8193 |
247
- | No log | 15.0769 | 392 | 0.6740 | 0.4237 | 0.6740 | 0.8210 |
248
- | No log | 15.1538 | 394 | 0.6528 | 0.4468 | 0.6528 | 0.8080 |
249
- | No log | 15.2308 | 396 | 0.6501 | 0.4468 | 0.6501 | 0.8063 |
250
- | No log | 15.3077 | 398 | 0.6152 | 0.4349 | 0.6152 | 0.7843 |
251
- | No log | 15.3846 | 400 | 0.6087 | 0.4466 | 0.6087 | 0.7802 |
252
- | No log | 15.4615 | 402 | 0.5998 | 0.4044 | 0.5998 | 0.7745 |
253
- | No log | 15.5385 | 404 | 0.6032 | 0.3916 | 0.6032 | 0.7767 |
254
- | No log | 15.6154 | 406 | 0.6107 | 0.2947 | 0.6107 | 0.7815 |
255
- | No log | 15.6923 | 408 | 0.6104 | 0.3608 | 0.6104 | 0.7813 |
256
- | No log | 15.7692 | 410 | 0.6026 | 0.3608 | 0.6026 | 0.7763 |
257
- | No log | 15.8462 | 412 | 0.5981 | 0.3305 | 0.5981 | 0.7734 |
258
- | No log | 15.9231 | 414 | 0.6048 | 0.2930 | 0.6048 | 0.7777 |
259
- | No log | 16.0 | 416 | 0.6034 | 0.2243 | 0.6034 | 0.7768 |
260
- | No log | 16.0769 | 418 | 0.6045 | 0.2607 | 0.6045 | 0.7775 |
261
- | No log | 16.1538 | 420 | 0.6016 | 0.2607 | 0.6016 | 0.7756 |
262
- | No log | 16.2308 | 422 | 0.5927 | 0.3608 | 0.5927 | 0.7699 |
263
- | No log | 16.3077 | 424 | 0.5875 | 0.4150 | 0.5875 | 0.7665 |
264
- | No log | 16.3846 | 426 | 0.5902 | 0.4307 | 0.5902 | 0.7683 |
265
- | No log | 16.4615 | 428 | 0.5900 | 0.4345 | 0.5900 | 0.7681 |
266
- | No log | 16.5385 | 430 | 0.5947 | 0.4361 | 0.5947 | 0.7712 |
267
- | No log | 16.6154 | 432 | 0.6016 | 0.3502 | 0.6016 | 0.7756 |
268
- | No log | 16.6923 | 434 | 0.6037 | 0.3274 | 0.6037 | 0.7770 |
269
- | No log | 16.7692 | 436 | 0.5992 | 0.2713 | 0.5992 | 0.7741 |
270
- | No log | 16.8462 | 438 | 0.6066 | 0.3396 | 0.6066 | 0.7789 |
271
- | No log | 16.9231 | 440 | 0.6166 | 0.3857 | 0.6166 | 0.7852 |
272
- | No log | 17.0 | 442 | 0.6229 | 0.4139 | 0.6229 | 0.7892 |
273
- | No log | 17.0769 | 444 | 0.6058 | 0.4389 | 0.6058 | 0.7783 |
274
- | No log | 17.1538 | 446 | 0.6037 | 0.4389 | 0.6037 | 0.7770 |
275
- | No log | 17.2308 | 448 | 0.5914 | 0.3860 | 0.5914 | 0.7690 |
276
- | No log | 17.3077 | 450 | 0.5776 | 0.3502 | 0.5776 | 0.7600 |
277
- | No log | 17.3846 | 452 | 0.5793 | 0.3808 | 0.5793 | 0.7611 |
278
- | No log | 17.4615 | 454 | 0.5940 | 0.3703 | 0.5940 | 0.7707 |
279
- | No log | 17.5385 | 456 | 0.6084 | 0.4821 | 0.6084 | 0.7800 |
280
- | No log | 17.6154 | 458 | 0.6067 | 0.4427 | 0.6067 | 0.7789 |
281
- | No log | 17.6923 | 460 | 0.6178 | 0.5065 | 0.6178 | 0.7860 |
282
- | No log | 17.7692 | 462 | 0.6363 | 0.4841 | 0.6363 | 0.7977 |
283
- | No log | 17.8462 | 464 | 0.6306 | 0.4351 | 0.6306 | 0.7941 |
284
- | No log | 17.9231 | 466 | 0.6179 | 0.3331 | 0.6179 | 0.7861 |
285
- | No log | 18.0 | 468 | 0.6290 | 0.3331 | 0.6290 | 0.7931 |
286
- | No log | 18.0769 | 470 | 0.6355 | 0.2674 | 0.6355 | 0.7972 |
287
- | No log | 18.1538 | 472 | 0.6478 | 0.2740 | 0.6478 | 0.8049 |
288
- | No log | 18.2308 | 474 | 0.6457 | 0.2674 | 0.6457 | 0.8036 |
289
- | No log | 18.3077 | 476 | 0.6385 | 0.3640 | 0.6385 | 0.7991 |
290
- | No log | 18.3846 | 478 | 0.6216 | 0.3612 | 0.6216 | 0.7884 |
291
- | No log | 18.4615 | 480 | 0.6312 | 0.4174 | 0.6312 | 0.7945 |
292
- | No log | 18.5385 | 482 | 0.6362 | 0.3779 | 0.6362 | 0.7976 |
293
- | No log | 18.6154 | 484 | 0.6265 | 0.3779 | 0.6265 | 0.7915 |
294
- | No log | 18.6923 | 486 | 0.6076 | 0.3558 | 0.6076 | 0.7795 |
295
- | No log | 18.7692 | 488 | 0.6076 | 0.3183 | 0.6076 | 0.7795 |
296
- | No log | 18.8462 | 490 | 0.6104 | 0.2852 | 0.6104 | 0.7813 |
297
- | No log | 18.9231 | 492 | 0.6180 | 0.2890 | 0.6180 | 0.7861 |
298
- | No log | 19.0 | 494 | 0.6269 | 0.3866 | 0.6269 | 0.7918 |
299
- | No log | 19.0769 | 496 | 0.6289 | 0.3575 | 0.6289 | 0.7930 |
300
- | No log | 19.1538 | 498 | 0.6350 | 0.3243 | 0.6350 | 0.7969 |
301
- | 0.2835 | 19.2308 | 500 | 0.6300 | 0.3575 | 0.6300 | 0.7937 |
302
- | 0.2835 | 19.3077 | 502 | 0.6258 | 0.3575 | 0.6258 | 0.7911 |
303
- | 0.2835 | 19.3846 | 504 | 0.6170 | 0.2923 | 0.6170 | 0.7855 |
304
- | 0.2835 | 19.4615 | 506 | 0.6145 | 0.3580 | 0.6145 | 0.7839 |
305
- | 0.2835 | 19.5385 | 508 | 0.6178 | 0.3889 | 0.6178 | 0.7860 |
306
- | 0.2835 | 19.6154 | 510 | 0.6242 | 0.3509 | 0.6242 | 0.7901 |
307
- | 0.2835 | 19.6923 | 512 | 0.6373 | 0.4059 | 0.6373 | 0.7983 |
308
- | 0.2835 | 19.7692 | 514 | 0.6327 | 0.3462 | 0.6327 | 0.7954 |
309
- | 0.2835 | 19.8462 | 516 | 0.6277 | 0.3462 | 0.6277 | 0.7923 |
310
- | 0.2835 | 19.9231 | 518 | 0.6402 | 0.4139 | 0.6402 | 0.8001 |
311
- | 0.2835 | 20.0 | 520 | 0.6466 | 0.3882 | 0.6466 | 0.8041 |
312
- | 0.2835 | 20.0769 | 522 | 0.6378 | 0.3691 | 0.6378 | 0.7987 |
313
- | 0.2835 | 20.1538 | 524 | 0.6262 | 0.3580 | 0.6262 | 0.7913 |
314
- | 0.2835 | 20.2308 | 526 | 0.6275 | 0.3258 | 0.6275 | 0.7921 |
315
- | 0.2835 | 20.3077 | 528 | 0.6385 | 0.3258 | 0.6385 | 0.7991 |
316
- | 0.2835 | 20.3846 | 530 | 0.6515 | 0.3274 | 0.6515 | 0.8072 |
317
- | 0.2835 | 20.4615 | 532 | 0.6465 | 0.2963 | 0.6465 | 0.8041 |
318
- | 0.2835 | 20.5385 | 534 | 0.6380 | 0.2923 | 0.6380 | 0.7987 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
319
 
320
 
321
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k7_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_run1_AugV5_k7_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: 0.5814
19
+ - Qwk: 0.4642
20
+ - Mse: 0.5814
21
+ - Rmse: 0.7625
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.08 | 2 | 2.6314 | -0.0449 | 2.6314 | 1.6221 |
53
+ | No log | 0.16 | 4 | 1.4652 | 0.0560 | 1.4652 | 1.2105 |
54
+ | No log | 0.24 | 6 | 0.8877 | 0.0535 | 0.8877 | 0.9422 |
55
+ | No log | 0.32 | 8 | 0.9558 | -0.0555 | 0.9558 | 0.9776 |
56
+ | No log | 0.4 | 10 | 1.1008 | -0.0184 | 1.1008 | 1.0492 |
57
+ | No log | 0.48 | 12 | 1.0803 | -0.0444 | 1.0803 | 1.0394 |
58
+ | No log | 0.56 | 14 | 0.9281 | -0.0027 | 0.9281 | 0.9634 |
59
+ | No log | 0.64 | 16 | 0.8690 | -0.0054 | 0.8690 | 0.9322 |
60
+ | No log | 0.72 | 18 | 0.8584 | 0.0 | 0.8584 | 0.9265 |
61
+ | No log | 0.8 | 20 | 0.8606 | 0.0 | 0.8606 | 0.9277 |
62
+ | No log | 0.88 | 22 | 0.8510 | 0.0 | 0.8510 | 0.9225 |
63
+ | No log | 0.96 | 24 | 0.8601 | 0.1094 | 0.8601 | 0.9274 |
64
+ | No log | 1.04 | 26 | 0.8623 | 0.2407 | 0.8623 | 0.9286 |
65
+ | No log | 1.12 | 28 | 0.7574 | 0.2270 | 0.7574 | 0.8703 |
66
+ | No log | 1.2 | 30 | 0.7008 | 0.0428 | 0.7008 | 0.8372 |
67
+ | No log | 1.28 | 32 | 0.8613 | 0.1352 | 0.8613 | 0.9280 |
68
+ | No log | 1.3600 | 34 | 0.8630 | 0.0559 | 0.8630 | 0.9290 |
69
+ | No log | 1.44 | 36 | 0.7488 | 0.0509 | 0.7488 | 0.8653 |
70
+ | No log | 1.52 | 38 | 0.7075 | 0.0937 | 0.7075 | 0.8411 |
71
+ | No log | 1.6 | 40 | 0.6953 | 0.1287 | 0.6953 | 0.8339 |
72
+ | No log | 1.6800 | 42 | 0.7342 | 0.1093 | 0.7342 | 0.8568 |
73
+ | No log | 1.76 | 44 | 0.7432 | 0.1407 | 0.7432 | 0.8621 |
74
+ | No log | 1.8400 | 46 | 0.7303 | 0.1456 | 0.7303 | 0.8546 |
75
+ | No log | 1.92 | 48 | 0.7355 | 0.1489 | 0.7355 | 0.8576 |
76
+ | No log | 2.0 | 50 | 0.7608 | 0.1277 | 0.7608 | 0.8722 |
77
+ | No log | 2.08 | 52 | 0.7575 | 0.1617 | 0.7575 | 0.8703 |
78
+ | No log | 2.16 | 54 | 0.7669 | 0.0771 | 0.7669 | 0.8757 |
79
+ | No log | 2.24 | 56 | 0.9337 | 0.0886 | 0.9337 | 0.9663 |
80
+ | No log | 2.32 | 58 | 0.9817 | 0.1637 | 0.9817 | 0.9908 |
81
+ | No log | 2.4 | 60 | 0.7785 | 0.0851 | 0.7785 | 0.8823 |
82
+ | No log | 2.48 | 62 | 0.7768 | -0.0027 | 0.7768 | 0.8814 |
83
+ | No log | 2.56 | 64 | 0.8393 | 0.0027 | 0.8393 | 0.9161 |
84
+ | No log | 2.64 | 66 | 0.8149 | 0.0495 | 0.8149 | 0.9027 |
85
+ | No log | 2.7200 | 68 | 0.7914 | 0.0940 | 0.7914 | 0.8896 |
86
+ | No log | 2.8 | 70 | 0.6935 | 0.0027 | 0.6935 | 0.8328 |
87
+ | No log | 2.88 | 72 | 0.6497 | 0.1187 | 0.6497 | 0.8061 |
88
+ | No log | 2.96 | 74 | 0.6392 | 0.3716 | 0.6392 | 0.7995 |
89
+ | No log | 3.04 | 76 | 0.7332 | 0.3868 | 0.7332 | 0.8563 |
90
+ | No log | 3.12 | 78 | 0.8217 | 0.3169 | 0.8217 | 0.9065 |
91
+ | No log | 3.2 | 80 | 0.8416 | 0.2574 | 0.8416 | 0.9174 |
92
+ | No log | 3.2800 | 82 | 0.7505 | 0.2883 | 0.7505 | 0.8663 |
93
+ | No log | 3.36 | 84 | 0.7354 | 0.1179 | 0.7354 | 0.8576 |
94
+ | No log | 3.44 | 86 | 0.9350 | 0.1288 | 0.9350 | 0.9669 |
95
+ | No log | 3.52 | 88 | 0.9602 | 0.1910 | 0.9602 | 0.9799 |
96
+ | No log | 3.6 | 90 | 0.8423 | 0.1358 | 0.8423 | 0.9178 |
97
+ | No log | 3.68 | 92 | 0.7467 | 0.0757 | 0.7467 | 0.8641 |
98
+ | No log | 3.76 | 94 | 0.7703 | 0.2145 | 0.7703 | 0.8777 |
99
+ | No log | 3.84 | 96 | 0.7509 | 0.2441 | 0.7509 | 0.8665 |
100
+ | No log | 3.92 | 98 | 0.7487 | 0.2779 | 0.7487 | 0.8653 |
101
+ | No log | 4.0 | 100 | 0.7360 | 0.1267 | 0.7360 | 0.8579 |
102
+ | No log | 4.08 | 102 | 0.6782 | 0.2046 | 0.6782 | 0.8235 |
103
+ | No log | 4.16 | 104 | 0.7022 | 0.3050 | 0.7022 | 0.8380 |
104
+ | No log | 4.24 | 106 | 0.8415 | 0.3417 | 0.8415 | 0.9173 |
105
+ | No log | 4.32 | 108 | 0.9495 | 0.3128 | 0.9495 | 0.9744 |
106
+ | No log | 4.4 | 110 | 0.9193 | 0.3346 | 0.9193 | 0.9588 |
107
+ | No log | 4.48 | 112 | 0.7193 | 0.3471 | 0.7193 | 0.8481 |
108
+ | No log | 4.5600 | 114 | 0.6543 | 0.3196 | 0.6543 | 0.8089 |
109
+ | No log | 4.64 | 116 | 0.6334 | 0.3352 | 0.6334 | 0.7958 |
110
+ | No log | 4.72 | 118 | 0.7062 | 0.3856 | 0.7062 | 0.8404 |
111
+ | No log | 4.8 | 120 | 0.8940 | 0.3333 | 0.8940 | 0.9455 |
112
+ | No log | 4.88 | 122 | 0.9114 | 0.3580 | 0.9114 | 0.9547 |
113
+ | No log | 4.96 | 124 | 0.7801 | 0.3213 | 0.7801 | 0.8832 |
114
+ | No log | 5.04 | 126 | 0.7392 | 0.3308 | 0.7392 | 0.8598 |
115
+ | No log | 5.12 | 128 | 0.7312 | 0.4300 | 0.7312 | 0.8551 |
116
+ | No log | 5.2 | 130 | 0.7239 | 0.4147 | 0.7239 | 0.8508 |
117
+ | No log | 5.28 | 132 | 0.6904 | 0.4094 | 0.6904 | 0.8309 |
118
+ | No log | 5.36 | 134 | 0.6750 | 0.4124 | 0.6750 | 0.8216 |
119
+ | No log | 5.44 | 136 | 0.6557 | 0.2877 | 0.6557 | 0.8097 |
120
+ | No log | 5.52 | 138 | 0.6363 | 0.3183 | 0.6363 | 0.7977 |
121
+ | No log | 5.6 | 140 | 0.6502 | 0.4249 | 0.6502 | 0.8063 |
122
+ | No log | 5.68 | 142 | 0.6924 | 0.4249 | 0.6924 | 0.8321 |
123
+ | No log | 5.76 | 144 | 0.7071 | 0.4249 | 0.7071 | 0.8409 |
124
+ | No log | 5.84 | 146 | 0.6828 | 0.4092 | 0.6828 | 0.8263 |
125
+ | No log | 5.92 | 148 | 0.6345 | 0.2623 | 0.6345 | 0.7966 |
126
+ | No log | 6.0 | 150 | 0.6059 | 0.4888 | 0.6059 | 0.7784 |
127
+ | No log | 6.08 | 152 | 0.7739 | 0.4295 | 0.7739 | 0.8797 |
128
+ | No log | 6.16 | 154 | 0.8478 | 0.4268 | 0.8478 | 0.9208 |
129
+ | No log | 6.24 | 156 | 0.7178 | 0.4112 | 0.7178 | 0.8472 |
130
+ | No log | 6.32 | 158 | 0.6517 | 0.3763 | 0.6517 | 0.8073 |
131
+ | No log | 6.4 | 160 | 0.6513 | 0.2748 | 0.6513 | 0.8070 |
132
+ | No log | 6.48 | 162 | 0.6693 | 0.3380 | 0.6693 | 0.8181 |
133
+ | No log | 6.5600 | 164 | 0.6601 | 0.4455 | 0.6601 | 0.8124 |
134
+ | No log | 6.64 | 166 | 0.6775 | 0.5353 | 0.6775 | 0.8231 |
135
+ | No log | 6.72 | 168 | 0.6887 | 0.4956 | 0.6887 | 0.8299 |
136
+ | No log | 6.8 | 170 | 0.6923 | 0.4960 | 0.6923 | 0.8321 |
137
+ | No log | 6.88 | 172 | 0.7047 | 0.4729 | 0.7047 | 0.8395 |
138
+ | No log | 6.96 | 174 | 0.7912 | 0.4131 | 0.7912 | 0.8895 |
139
+ | No log | 7.04 | 176 | 0.8912 | 0.4016 | 0.8912 | 0.9441 |
140
+ | No log | 7.12 | 178 | 0.8028 | 0.3573 | 0.8028 | 0.8960 |
141
+ | No log | 7.2 | 180 | 0.7049 | 0.3906 | 0.7049 | 0.8396 |
142
+ | No log | 7.28 | 182 | 0.7906 | 0.4292 | 0.7906 | 0.8892 |
143
+ | No log | 7.36 | 184 | 0.7725 | 0.4340 | 0.7725 | 0.8789 |
144
+ | No log | 7.44 | 186 | 0.7265 | 0.4328 | 0.7265 | 0.8523 |
145
+ | No log | 7.52 | 188 | 0.7213 | 0.3417 | 0.7213 | 0.8493 |
146
+ | No log | 7.6 | 190 | 0.7065 | 0.3969 | 0.7065 | 0.8405 |
147
+ | No log | 7.68 | 192 | 0.7485 | 0.4596 | 0.7485 | 0.8651 |
148
+ | No log | 7.76 | 194 | 0.9433 | 0.4280 | 0.9433 | 0.9712 |
149
+ | No log | 7.84 | 196 | 0.9109 | 0.4280 | 0.9109 | 0.9544 |
150
+ | No log | 7.92 | 198 | 0.7075 | 0.4893 | 0.7075 | 0.8412 |
151
+ | No log | 8.0 | 200 | 0.6029 | 0.4423 | 0.6029 | 0.7765 |
152
+ | No log | 8.08 | 202 | 0.6554 | 0.4895 | 0.6554 | 0.8096 |
153
+ | No log | 8.16 | 204 | 0.6931 | 0.4315 | 0.6931 | 0.8325 |
154
+ | No log | 8.24 | 206 | 0.6535 | 0.4858 | 0.6535 | 0.8084 |
155
+ | No log | 8.32 | 208 | 0.5988 | 0.4206 | 0.5988 | 0.7738 |
156
+ | No log | 8.4 | 210 | 0.6858 | 0.4982 | 0.6858 | 0.8281 |
157
+ | No log | 8.48 | 212 | 0.7729 | 0.4039 | 0.7729 | 0.8792 |
158
+ | No log | 8.56 | 214 | 0.7118 | 0.4303 | 0.7118 | 0.8437 |
159
+ | No log | 8.64 | 216 | 0.6402 | 0.4872 | 0.6402 | 0.8002 |
160
+ | No log | 8.72 | 218 | 0.6225 | 0.5093 | 0.6225 | 0.7890 |
161
+ | No log | 8.8 | 220 | 0.6330 | 0.5605 | 0.6330 | 0.7956 |
162
+ | No log | 8.88 | 222 | 0.6141 | 0.5291 | 0.6141 | 0.7836 |
163
+ | No log | 8.96 | 224 | 0.5860 | 0.5239 | 0.5860 | 0.7655 |
164
+ | No log | 9.04 | 226 | 0.5820 | 0.5032 | 0.5820 | 0.7629 |
165
+ | No log | 9.12 | 228 | 0.5787 | 0.4901 | 0.5787 | 0.7607 |
166
+ | No log | 9.2 | 230 | 0.5639 | 0.5521 | 0.5639 | 0.7509 |
167
+ | No log | 9.28 | 232 | 0.6034 | 0.4614 | 0.6034 | 0.7768 |
168
+ | No log | 9.36 | 234 | 0.6380 | 0.4302 | 0.6380 | 0.7988 |
169
+ | No log | 9.44 | 236 | 0.5916 | 0.5127 | 0.5916 | 0.7691 |
170
+ | No log | 9.52 | 238 | 0.5227 | 0.5641 | 0.5227 | 0.7230 |
171
+ | No log | 9.6 | 240 | 0.5388 | 0.5036 | 0.5388 | 0.7340 |
172
+ | No log | 9.68 | 242 | 0.5568 | 0.4945 | 0.5568 | 0.7462 |
173
+ | No log | 9.76 | 244 | 0.5372 | 0.5404 | 0.5372 | 0.7329 |
174
+ | No log | 9.84 | 246 | 0.5375 | 0.5413 | 0.5375 | 0.7332 |
175
+ | No log | 9.92 | 248 | 0.5585 | 0.4438 | 0.5585 | 0.7473 |
176
+ | No log | 10.0 | 250 | 0.5716 | 0.4735 | 0.5716 | 0.7561 |
177
+ | No log | 10.08 | 252 | 0.5833 | 0.5462 | 0.5833 | 0.7637 |
178
+ | No log | 10.16 | 254 | 0.5866 | 0.5501 | 0.5866 | 0.7659 |
179
+ | No log | 10.24 | 256 | 0.6207 | 0.5670 | 0.6207 | 0.7879 |
180
+ | No log | 10.32 | 258 | 0.6563 | 0.5839 | 0.6563 | 0.8101 |
181
+ | No log | 10.4 | 260 | 0.6567 | 0.5569 | 0.6567 | 0.8104 |
182
+ | No log | 10.48 | 262 | 0.5771 | 0.5741 | 0.5771 | 0.7597 |
183
+ | No log | 10.56 | 264 | 0.5621 | 0.5436 | 0.5621 | 0.7497 |
184
+ | No log | 10.64 | 266 | 0.5780 | 0.5234 | 0.5780 | 0.7602 |
185
+ | No log | 10.72 | 268 | 0.5886 | 0.4387 | 0.5886 | 0.7672 |
186
+ | No log | 10.8 | 270 | 0.5926 | 0.4169 | 0.5926 | 0.7698 |
187
+ | No log | 10.88 | 272 | 0.5811 | 0.4517 | 0.5811 | 0.7623 |
188
+ | No log | 10.96 | 274 | 0.5751 | 0.4497 | 0.5751 | 0.7584 |
189
+ | No log | 11.04 | 276 | 0.5945 | 0.4918 | 0.5945 | 0.7711 |
190
+ | No log | 11.12 | 278 | 0.5765 | 0.5321 | 0.5765 | 0.7592 |
191
+ | No log | 11.2 | 280 | 0.5570 | 0.5782 | 0.5570 | 0.7464 |
192
+ | No log | 11.28 | 282 | 0.5867 | 0.4845 | 0.5867 | 0.7660 |
193
+ | No log | 11.36 | 284 | 0.5950 | 0.4663 | 0.5950 | 0.7713 |
194
+ | No log | 11.44 | 286 | 0.5623 | 0.5309 | 0.5623 | 0.7498 |
195
+ | No log | 11.52 | 288 | 0.5513 | 0.5101 | 0.5513 | 0.7425 |
196
+ | No log | 11.6 | 290 | 0.5506 | 0.5348 | 0.5506 | 0.7420 |
197
+ | No log | 11.68 | 292 | 0.5528 | 0.5605 | 0.5528 | 0.7435 |
198
+ | No log | 11.76 | 294 | 0.5570 | 0.5600 | 0.5570 | 0.7463 |
199
+ | No log | 11.84 | 296 | 0.5594 | 0.5026 | 0.5594 | 0.7479 |
200
+ | No log | 11.92 | 298 | 0.5616 | 0.5890 | 0.5616 | 0.7494 |
201
+ | No log | 12.0 | 300 | 0.5791 | 0.5813 | 0.5791 | 0.7610 |
202
+ | No log | 12.08 | 302 | 0.6734 | 0.5710 | 0.6734 | 0.8206 |
203
+ | No log | 12.16 | 304 | 0.6512 | 0.5977 | 0.6512 | 0.8070 |
204
+ | No log | 12.24 | 306 | 0.5818 | 0.5908 | 0.5818 | 0.7628 |
205
+ | No log | 12.32 | 308 | 0.5391 | 0.5235 | 0.5391 | 0.7342 |
206
+ | No log | 12.4 | 310 | 0.5585 | 0.5071 | 0.5585 | 0.7473 |
207
+ | No log | 12.48 | 312 | 0.6010 | 0.4769 | 0.6010 | 0.7752 |
208
+ | No log | 12.56 | 314 | 0.6323 | 0.4614 | 0.6323 | 0.7952 |
209
+ | No log | 12.64 | 316 | 0.5956 | 0.5195 | 0.5956 | 0.7718 |
210
+ | No log | 12.72 | 318 | 0.5501 | 0.5272 | 0.5501 | 0.7417 |
211
+ | No log | 12.8 | 320 | 0.5460 | 0.5593 | 0.5460 | 0.7389 |
212
+ | No log | 12.88 | 322 | 0.5686 | 0.5701 | 0.5686 | 0.7541 |
213
+ | No log | 12.96 | 324 | 0.6679 | 0.5294 | 0.6679 | 0.8173 |
214
+ | No log | 13.04 | 326 | 0.7438 | 0.5426 | 0.7438 | 0.8625 |
215
+ | No log | 13.12 | 328 | 0.6918 | 0.5562 | 0.6918 | 0.8317 |
216
+ | No log | 13.2 | 330 | 0.5686 | 0.5908 | 0.5686 | 0.7540 |
217
+ | No log | 13.28 | 332 | 0.5459 | 0.4348 | 0.5459 | 0.7388 |
218
+ | No log | 13.36 | 334 | 0.5543 | 0.5044 | 0.5543 | 0.7445 |
219
+ | No log | 13.44 | 336 | 0.5430 | 0.4858 | 0.5430 | 0.7369 |
220
+ | No log | 13.52 | 338 | 0.5600 | 0.5647 | 0.5600 | 0.7483 |
221
+ | No log | 13.6 | 340 | 0.5732 | 0.5324 | 0.5732 | 0.7571 |
222
+ | No log | 13.68 | 342 | 0.5591 | 0.5647 | 0.5591 | 0.7477 |
223
+ | No log | 13.76 | 344 | 0.5547 | 0.5886 | 0.5547 | 0.7448 |
224
+ | No log | 13.84 | 346 | 0.5493 | 0.6038 | 0.5493 | 0.7411 |
225
+ | No log | 13.92 | 348 | 0.5464 | 0.5845 | 0.5464 | 0.7392 |
226
+ | No log | 14.0 | 350 | 0.5538 | 0.6038 | 0.5538 | 0.7442 |
227
+ | No log | 14.08 | 352 | 0.5353 | 0.5396 | 0.5353 | 0.7316 |
228
+ | No log | 14.16 | 354 | 0.5480 | 0.5390 | 0.5480 | 0.7403 |
229
+ | No log | 14.24 | 356 | 0.5705 | 0.5841 | 0.5705 | 0.7553 |
230
+ | No log | 14.32 | 358 | 0.5695 | 0.5702 | 0.5695 | 0.7546 |
231
+ | No log | 14.4 | 360 | 0.5463 | 0.5231 | 0.5463 | 0.7392 |
232
+ | No log | 14.48 | 362 | 0.5410 | 0.4659 | 0.5410 | 0.7355 |
233
+ | No log | 14.56 | 364 | 0.5931 | 0.4628 | 0.5931 | 0.7702 |
234
+ | No log | 14.64 | 366 | 0.6419 | 0.4735 | 0.6419 | 0.8012 |
235
+ | No log | 14.72 | 368 | 0.6484 | 0.4735 | 0.6484 | 0.8053 |
236
+ | No log | 14.8 | 370 | 0.5980 | 0.5063 | 0.5980 | 0.7733 |
237
+ | No log | 14.88 | 372 | 0.5593 | 0.5272 | 0.5593 | 0.7479 |
238
+ | No log | 14.96 | 374 | 0.5589 | 0.5455 | 0.5589 | 0.7476 |
239
+ | No log | 15.04 | 376 | 0.5570 | 0.5455 | 0.5570 | 0.7463 |
240
+ | No log | 15.12 | 378 | 0.5792 | 0.5195 | 0.5792 | 0.7610 |
241
+ | No log | 15.2 | 380 | 0.5805 | 0.5403 | 0.5805 | 0.7619 |
242
+ | No log | 15.28 | 382 | 0.5651 | 0.5605 | 0.5651 | 0.7517 |
243
+ | No log | 15.36 | 384 | 0.5621 | 0.6003 | 0.5621 | 0.7498 |
244
+ | No log | 15.44 | 386 | 0.5915 | 0.5712 | 0.5915 | 0.7691 |
245
+ | No log | 15.52 | 388 | 0.5920 | 0.5886 | 0.5920 | 0.7694 |
246
+ | No log | 15.6 | 390 | 0.5821 | 0.6259 | 0.5821 | 0.7630 |
247
+ | No log | 15.68 | 392 | 0.5683 | 0.6321 | 0.5683 | 0.7539 |
248
+ | No log | 15.76 | 394 | 0.5587 | 0.5846 | 0.5587 | 0.7474 |
249
+ | No log | 15.84 | 396 | 0.5632 | 0.5107 | 0.5632 | 0.7505 |
250
+ | No log | 15.92 | 398 | 0.5735 | 0.5609 | 0.5735 | 0.7573 |
251
+ | No log | 16.0 | 400 | 0.6150 | 0.5042 | 0.6150 | 0.7842 |
252
+ | No log | 16.08 | 402 | 0.6803 | 0.4755 | 0.6803 | 0.8248 |
253
+ | No log | 16.16 | 404 | 0.7927 | 0.4794 | 0.7927 | 0.8903 |
254
+ | No log | 16.24 | 406 | 0.8437 | 0.4452 | 0.8437 | 0.9185 |
255
+ | No log | 16.32 | 408 | 0.7688 | 0.4573 | 0.7688 | 0.8768 |
256
+ | No log | 16.4 | 410 | 0.6862 | 0.5204 | 0.6862 | 0.8284 |
257
+ | No log | 16.48 | 412 | 0.6311 | 0.5884 | 0.6311 | 0.7944 |
258
+ | No log | 16.56 | 414 | 0.6191 | 0.5859 | 0.6191 | 0.7868 |
259
+ | No log | 16.64 | 416 | 0.6158 | 0.5324 | 0.6158 | 0.7847 |
260
+ | No log | 16.72 | 418 | 0.6129 | 0.5687 | 0.6129 | 0.7829 |
261
+ | No log | 16.8 | 420 | 0.5998 | 0.5859 | 0.5998 | 0.7745 |
262
+ | No log | 16.88 | 422 | 0.6231 | 0.5719 | 0.6231 | 0.7893 |
263
+ | No log | 16.96 | 424 | 0.6055 | 0.5884 | 0.6055 | 0.7781 |
264
+ | No log | 17.04 | 426 | 0.5808 | 0.5682 | 0.5808 | 0.7621 |
265
+ | No log | 17.12 | 428 | 0.5759 | 0.5715 | 0.5759 | 0.7589 |
266
+ | No log | 17.2 | 430 | 0.5658 | 0.5682 | 0.5658 | 0.7522 |
267
+ | No log | 17.28 | 432 | 0.5961 | 0.5639 | 0.5961 | 0.7721 |
268
+ | No log | 17.36 | 434 | 0.6008 | 0.4909 | 0.6008 | 0.7751 |
269
+ | No log | 17.44 | 436 | 0.5850 | 0.5111 | 0.5850 | 0.7648 |
270
+ | No log | 17.52 | 438 | 0.5616 | 0.5322 | 0.5616 | 0.7494 |
271
+ | No log | 17.6 | 440 | 0.5765 | 0.4831 | 0.5765 | 0.7593 |
272
+ | No log | 17.68 | 442 | 0.6360 | 0.5278 | 0.6360 | 0.7975 |
273
+ | No log | 17.76 | 444 | 0.6424 | 0.5080 | 0.6424 | 0.8015 |
274
+ | No log | 17.84 | 446 | 0.5920 | 0.4940 | 0.5920 | 0.7694 |
275
+ | No log | 17.92 | 448 | 0.5670 | 0.5164 | 0.5670 | 0.7530 |
276
+ | No log | 18.0 | 450 | 0.5537 | 0.4555 | 0.5537 | 0.7441 |
277
+ | No log | 18.08 | 452 | 0.5570 | 0.4423 | 0.5570 | 0.7464 |
278
+ | No log | 18.16 | 454 | 0.5541 | 0.4878 | 0.5541 | 0.7444 |
279
+ | No log | 18.24 | 456 | 0.5529 | 0.4338 | 0.5529 | 0.7436 |
280
+ | No log | 18.32 | 458 | 0.5736 | 0.4076 | 0.5736 | 0.7574 |
281
+ | No log | 18.4 | 460 | 0.6371 | 0.4667 | 0.6371 | 0.7982 |
282
+ | No log | 18.48 | 462 | 0.6813 | 0.4978 | 0.6813 | 0.8254 |
283
+ | No log | 18.56 | 464 | 0.6906 | 0.4978 | 0.6906 | 0.8310 |
284
+ | No log | 18.64 | 466 | 0.6666 | 0.5140 | 0.6666 | 0.8164 |
285
+ | No log | 18.72 | 468 | 0.6139 | 0.5497 | 0.6139 | 0.7835 |
286
+ | No log | 18.8 | 470 | 0.5748 | 0.5589 | 0.5748 | 0.7581 |
287
+ | No log | 18.88 | 472 | 0.5773 | 0.5269 | 0.5773 | 0.7598 |
288
+ | No log | 18.96 | 474 | 0.5815 | 0.5003 | 0.5815 | 0.7626 |
289
+ | No log | 19.04 | 476 | 0.6022 | 0.5353 | 0.6022 | 0.7760 |
290
+ | No log | 19.12 | 478 | 0.6179 | 0.4734 | 0.6179 | 0.7860 |
291
+ | No log | 19.2 | 480 | 0.6206 | 0.4303 | 0.6206 | 0.7878 |
292
+ | No log | 19.28 | 482 | 0.6025 | 0.4719 | 0.6025 | 0.7762 |
293
+ | No log | 19.36 | 484 | 0.5943 | 0.4029 | 0.5943 | 0.7709 |
294
+ | No log | 19.44 | 486 | 0.5721 | 0.4547 | 0.5721 | 0.7564 |
295
+ | No log | 19.52 | 488 | 0.5695 | 0.4923 | 0.5695 | 0.7547 |
296
+ | No log | 19.6 | 490 | 0.5663 | 0.4809 | 0.5663 | 0.7525 |
297
+ | No log | 19.68 | 492 | 0.5689 | 0.4681 | 0.5689 | 0.7542 |
298
+ | No log | 19.76 | 494 | 0.6251 | 0.4728 | 0.6251 | 0.7907 |
299
+ | No log | 19.84 | 496 | 0.6603 | 0.4424 | 0.6603 | 0.8126 |
300
+ | No log | 19.92 | 498 | 0.6231 | 0.4728 | 0.6231 | 0.7894 |
301
+ | 0.3362 | 20.0 | 500 | 0.5858 | 0.4774 | 0.5858 | 0.7654 |
302
+ | 0.3362 | 20.08 | 502 | 0.5834 | 0.5036 | 0.5834 | 0.7638 |
303
+ | 0.3362 | 20.16 | 504 | 0.5823 | 0.5386 | 0.5823 | 0.7631 |
304
+ | 0.3362 | 20.24 | 506 | 0.5978 | 0.5345 | 0.5978 | 0.7732 |
305
+ | 0.3362 | 20.32 | 508 | 0.6534 | 0.5373 | 0.6534 | 0.8083 |
306
+ | 0.3362 | 20.4 | 510 | 0.7123 | 0.4937 | 0.7123 | 0.8440 |
307
+ | 0.3362 | 20.48 | 512 | 0.6667 | 0.5336 | 0.6667 | 0.8165 |
308
+ | 0.3362 | 20.56 | 514 | 0.6281 | 0.5133 | 0.6281 | 0.7925 |
309
+ | 0.3362 | 20.64 | 516 | 0.6073 | 0.5715 | 0.6073 | 0.7793 |
310
+ | 0.3362 | 20.72 | 518 | 0.5930 | 0.5101 | 0.5930 | 0.7701 |
311
+ | 0.3362 | 20.8 | 520 | 0.5991 | 0.5167 | 0.5991 | 0.7740 |
312
+ | 0.3362 | 20.88 | 522 | 0.6265 | 0.4777 | 0.6265 | 0.7915 |
313
+ | 0.3362 | 20.96 | 524 | 0.6397 | 0.4845 | 0.6397 | 0.7998 |
314
+ | 0.3362 | 21.04 | 526 | 0.6474 | 0.5354 | 0.6474 | 0.8046 |
315
+ | 0.3362 | 21.12 | 528 | 0.6253 | 0.5933 | 0.6253 | 0.7907 |
316
+ | 0.3362 | 21.2 | 530 | 0.6077 | 0.5238 | 0.6077 | 0.7796 |
317
+ | 0.3362 | 21.28 | 532 | 0.6091 | 0.5288 | 0.6091 | 0.7805 |
318
+ | 0.3362 | 21.36 | 534 | 0.6057 | 0.5742 | 0.6057 | 0.7783 |
319
+ | 0.3362 | 21.44 | 536 | 0.6069 | 0.5557 | 0.6069 | 0.7790 |
320
+ | 0.3362 | 21.52 | 538 | 0.6306 | 0.5396 | 0.6306 | 0.7941 |
321
+ | 0.3362 | 21.6 | 540 | 0.6571 | 0.5350 | 0.6571 | 0.8106 |
322
+ | 0.3362 | 21.68 | 542 | 0.6507 | 0.5233 | 0.6507 | 0.8066 |
323
+ | 0.3362 | 21.76 | 544 | 0.6202 | 0.5173 | 0.6202 | 0.7875 |
324
+ | 0.3362 | 21.84 | 546 | 0.6004 | 0.4700 | 0.6004 | 0.7749 |
325
+ | 0.3362 | 21.92 | 548 | 0.6049 | 0.4700 | 0.6049 | 0.7777 |
326
+ | 0.3362 | 22.0 | 550 | 0.6163 | 0.5215 | 0.6163 | 0.7850 |
327
+ | 0.3362 | 22.08 | 552 | 0.6616 | 0.5140 | 0.6616 | 0.8134 |
328
+ | 0.3362 | 22.16 | 554 | 0.7392 | 0.4888 | 0.7392 | 0.8598 |
329
+ | 0.3362 | 22.24 | 556 | 0.7313 | 0.4888 | 0.7313 | 0.8551 |
330
+ | 0.3362 | 22.32 | 558 | 0.6561 | 0.5252 | 0.6561 | 0.8100 |
331
+ | 0.3362 | 22.4 | 560 | 0.6046 | 0.5321 | 0.6046 | 0.7776 |
332
+ | 0.3362 | 22.48 | 562 | 0.5902 | 0.5032 | 0.5902 | 0.7683 |
333
+ | 0.3362 | 22.56 | 564 | 0.5876 | 0.4724 | 0.5876 | 0.7666 |
334
+ | 0.3362 | 22.64 | 566 | 0.5735 | 0.5003 | 0.5735 | 0.7573 |
335
+ | 0.3362 | 22.72 | 568 | 0.5675 | 0.5250 | 0.5675 | 0.7533 |
336
+ | 0.3362 | 22.8 | 570 | 0.5718 | 0.5250 | 0.5718 | 0.7562 |
337
+ | 0.3362 | 22.88 | 572 | 0.5846 | 0.5115 | 0.5846 | 0.7646 |
338
+ | 0.3362 | 22.96 | 574 | 0.5841 | 0.5428 | 0.5841 | 0.7642 |
339
+ | 0.3362 | 23.04 | 576 | 0.5986 | 0.5418 | 0.5986 | 0.7737 |
340
+ | 0.3362 | 23.12 | 578 | 0.6247 | 0.4845 | 0.6247 | 0.7904 |
341
+ | 0.3362 | 23.2 | 580 | 0.6591 | 0.4821 | 0.6591 | 0.8119 |
342
+ | 0.3362 | 23.28 | 582 | 0.6563 | 0.4741 | 0.6563 | 0.8101 |
343
+ | 0.3362 | 23.36 | 584 | 0.6294 | 0.4845 | 0.6294 | 0.7933 |
344
+ | 0.3362 | 23.44 | 586 | 0.6411 | 0.5265 | 0.6411 | 0.8007 |
345
+ | 0.3362 | 23.52 | 588 | 0.6605 | 0.5073 | 0.6605 | 0.8127 |
346
+ | 0.3362 | 23.6 | 590 | 0.6516 | 0.5670 | 0.6516 | 0.8072 |
347
+ | 0.3362 | 23.68 | 592 | 0.6326 | 0.5827 | 0.6326 | 0.7954 |
348
+ | 0.3362 | 23.76 | 594 | 0.6500 | 0.5827 | 0.6500 | 0.8062 |
349
+ | 0.3362 | 23.84 | 596 | 0.6674 | 0.5639 | 0.6674 | 0.8169 |
350
+ | 0.3362 | 23.92 | 598 | 0.6703 | 0.5474 | 0.6703 | 0.8187 |
351
+ | 0.3362 | 24.0 | 600 | 0.6931 | 0.5474 | 0.6931 | 0.8325 |
352
+ | 0.3362 | 24.08 | 602 | 0.6649 | 0.5587 | 0.6649 | 0.8154 |
353
+ | 0.3362 | 24.16 | 604 | 0.6337 | 0.5552 | 0.6337 | 0.7961 |
354
+ | 0.3362 | 24.24 | 606 | 0.6410 | 0.5473 | 0.6410 | 0.8006 |
355
+ | 0.3362 | 24.32 | 608 | 0.6720 | 0.5498 | 0.6720 | 0.8198 |
356
+ | 0.3362 | 24.4 | 610 | 0.6914 | 0.5431 | 0.6914 | 0.8315 |
357
+ | 0.3362 | 24.48 | 612 | 0.6942 | 0.5431 | 0.6942 | 0.8332 |
358
+ | 0.3362 | 24.56 | 614 | 0.6742 | 0.5388 | 0.6742 | 0.8211 |
359
+ | 0.3362 | 24.64 | 616 | 0.6516 | 0.5403 | 0.6516 | 0.8072 |
360
+ | 0.3362 | 24.72 | 618 | 0.6306 | 0.5473 | 0.6306 | 0.7941 |
361
+ | 0.3362 | 24.8 | 620 | 0.6380 | 0.5459 | 0.6380 | 0.7988 |
362
+ | 0.3362 | 24.88 | 622 | 0.6847 | 0.5264 | 0.6847 | 0.8274 |
363
+ | 0.3362 | 24.96 | 624 | 0.6926 | 0.5062 | 0.6926 | 0.8322 |
364
+ | 0.3362 | 25.04 | 626 | 0.6405 | 0.5748 | 0.6405 | 0.8003 |
365
+ | 0.3362 | 25.12 | 628 | 0.6130 | 0.5396 | 0.6130 | 0.7830 |
366
+ | 0.3362 | 25.2 | 630 | 0.6229 | 0.5574 | 0.6229 | 0.7892 |
367
+ | 0.3362 | 25.28 | 632 | 0.6314 | 0.5373 | 0.6314 | 0.7946 |
368
+ | 0.3362 | 25.36 | 634 | 0.6656 | 0.5264 | 0.6656 | 0.8159 |
369
+ | 0.3362 | 25.44 | 636 | 0.7229 | 0.5065 | 0.7229 | 0.8502 |
370
+ | 0.3362 | 25.52 | 638 | 0.7376 | 0.4735 | 0.7376 | 0.8588 |
371
+ | 0.3362 | 25.6 | 640 | 0.7003 | 0.4877 | 0.7003 | 0.8368 |
372
+ | 0.3362 | 25.68 | 642 | 0.6559 | 0.4701 | 0.6559 | 0.8098 |
373
+ | 0.3362 | 25.76 | 644 | 0.6650 | 0.5023 | 0.6650 | 0.8155 |
374
+ | 0.3362 | 25.84 | 646 | 0.6572 | 0.4648 | 0.6572 | 0.8107 |
375
+ | 0.3362 | 25.92 | 648 | 0.6732 | 0.4967 | 0.6732 | 0.8205 |
376
+ | 0.3362 | 26.0 | 650 | 0.7021 | 0.4883 | 0.7021 | 0.8379 |
377
+ | 0.3362 | 26.08 | 652 | 0.6976 | 0.4755 | 0.6976 | 0.8352 |
378
+ | 0.3362 | 26.16 | 654 | 0.6604 | 0.4353 | 0.6604 | 0.8127 |
379
+ | 0.3362 | 26.24 | 656 | 0.6092 | 0.5050 | 0.6092 | 0.7805 |
380
+ | 0.3362 | 26.32 | 658 | 0.5923 | 0.5071 | 0.5923 | 0.7696 |
381
+ | 0.3362 | 26.4 | 660 | 0.5881 | 0.4276 | 0.5881 | 0.7669 |
382
+ | 0.3362 | 26.48 | 662 | 0.5907 | 0.4828 | 0.5907 | 0.7686 |
383
+ | 0.3362 | 26.56 | 664 | 0.6342 | 0.4542 | 0.6342 | 0.7964 |
384
+ | 0.3362 | 26.64 | 666 | 0.6684 | 0.4684 | 0.6684 | 0.8175 |
385
+ | 0.3362 | 26.72 | 668 | 0.6414 | 0.4836 | 0.6414 | 0.8009 |
386
+ | 0.3362 | 26.8 | 670 | 0.5969 | 0.4504 | 0.5969 | 0.7726 |
387
+ | 0.3362 | 26.88 | 672 | 0.5902 | 0.5190 | 0.5902 | 0.7683 |
388
+ | 0.3362 | 26.96 | 674 | 0.6017 | 0.4740 | 0.6017 | 0.7757 |
389
+ | 0.3362 | 27.04 | 676 | 0.6087 | 0.4587 | 0.6087 | 0.7802 |
390
+ | 0.3362 | 27.12 | 678 | 0.6117 | 0.4587 | 0.6117 | 0.7821 |
391
+ | 0.3362 | 27.2 | 680 | 0.5850 | 0.5559 | 0.5850 | 0.7649 |
392
+ | 0.3362 | 27.28 | 682 | 0.5783 | 0.5444 | 0.5783 | 0.7605 |
393
+ | 0.3362 | 27.36 | 684 | 0.5987 | 0.5559 | 0.5987 | 0.7738 |
394
+ | 0.3362 | 27.44 | 686 | 0.6440 | 0.5307 | 0.6440 | 0.8025 |
395
+ | 0.3362 | 27.52 | 688 | 0.7123 | 0.4969 | 0.7123 | 0.8440 |
396
+ | 0.3362 | 27.6 | 690 | 0.7099 | 0.4969 | 0.7099 | 0.8425 |
397
+ | 0.3362 | 27.68 | 692 | 0.6663 | 0.4522 | 0.6663 | 0.8163 |
398
+ | 0.3362 | 27.76 | 694 | 0.6265 | 0.4937 | 0.6265 | 0.7915 |
399
+ | 0.3362 | 27.84 | 696 | 0.5922 | 0.5109 | 0.5922 | 0.7696 |
400
+ | 0.3362 | 27.92 | 698 | 0.5854 | 0.5109 | 0.5854 | 0.7651 |
401
+ | 0.3362 | 28.0 | 700 | 0.6103 | 0.4719 | 0.6103 | 0.7812 |
402
+ | 0.3362 | 28.08 | 702 | 0.6466 | 0.4495 | 0.6466 | 0.8041 |
403
+ | 0.3362 | 28.16 | 704 | 0.6607 | 0.4386 | 0.6607 | 0.8128 |
404
+ | 0.3362 | 28.24 | 706 | 0.6199 | 0.4937 | 0.6199 | 0.7873 |
405
+ | 0.3362 | 28.32 | 708 | 0.5717 | 0.5256 | 0.5717 | 0.7561 |
406
+ | 0.3362 | 28.4 | 710 | 0.5552 | 0.5444 | 0.5552 | 0.7451 |
407
+ | 0.3362 | 28.48 | 712 | 0.5580 | 0.5444 | 0.5580 | 0.7470 |
408
+ | 0.3362 | 28.56 | 714 | 0.5976 | 0.5093 | 0.5976 | 0.7730 |
409
+ | 0.3362 | 28.64 | 716 | 0.6170 | 0.4165 | 0.6170 | 0.7855 |
410
+ | 0.3362 | 28.72 | 718 | 0.6113 | 0.4542 | 0.6113 | 0.7819 |
411
+ | 0.3362 | 28.8 | 720 | 0.5930 | 0.4542 | 0.5930 | 0.7701 |
412
+ | 0.3362 | 28.88 | 722 | 0.5678 | 0.5362 | 0.5678 | 0.7535 |
413
+ | 0.3362 | 28.96 | 724 | 0.5766 | 0.5123 | 0.5766 | 0.7593 |
414
+ | 0.3362 | 29.04 | 726 | 0.5847 | 0.4864 | 0.5847 | 0.7647 |
415
+ | 0.3362 | 29.12 | 728 | 0.6202 | 0.5045 | 0.6202 | 0.7875 |
416
+ | 0.3362 | 29.2 | 730 | 0.6726 | 0.4992 | 0.6726 | 0.8201 |
417
+ | 0.3362 | 29.28 | 732 | 0.6707 | 0.5065 | 0.6707 | 0.8189 |
418
+ | 0.3362 | 29.36 | 734 | 0.6144 | 0.5045 | 0.6144 | 0.7838 |
419
+ | 0.3362 | 29.44 | 736 | 0.5702 | 0.5362 | 0.5702 | 0.7551 |
420
+ | 0.3362 | 29.52 | 738 | 0.5618 | 0.4837 | 0.5618 | 0.7495 |
421
+ | 0.3362 | 29.6 | 740 | 0.5665 | 0.5141 | 0.5665 | 0.7526 |
422
+ | 0.3362 | 29.68 | 742 | 0.5705 | 0.5115 | 0.5705 | 0.7553 |
423
+ | 0.3362 | 29.76 | 744 | 0.5809 | 0.5098 | 0.5809 | 0.7622 |
424
+ | 0.3362 | 29.84 | 746 | 0.5983 | 0.5076 | 0.5983 | 0.7735 |
425
+ | 0.3362 | 29.92 | 748 | 0.6051 | 0.5605 | 0.6051 | 0.7779 |
426
+ | 0.3362 | 30.0 | 750 | 0.5821 | 0.5514 | 0.5821 | 0.7629 |
427
+ | 0.3362 | 30.08 | 752 | 0.5782 | 0.5514 | 0.5782 | 0.7604 |
428
+ | 0.3362 | 30.16 | 754 | 0.5845 | 0.5514 | 0.5845 | 0.7646 |
429
+ | 0.3362 | 30.24 | 756 | 0.5914 | 0.5093 | 0.5914 | 0.7690 |
430
+ | 0.3362 | 30.32 | 758 | 0.5972 | 0.5093 | 0.5972 | 0.7728 |
431
+ | 0.3362 | 30.4 | 760 | 0.6209 | 0.5076 | 0.6209 | 0.7880 |
432
+ | 0.3362 | 30.48 | 762 | 0.6797 | 0.4752 | 0.6797 | 0.8245 |
433
+ | 0.3362 | 30.56 | 764 | 0.6964 | 0.4752 | 0.6964 | 0.8345 |
434
+ | 0.3362 | 30.64 | 766 | 0.6743 | 0.4418 | 0.6743 | 0.8212 |
435
+ | 0.3362 | 30.72 | 768 | 0.6192 | 0.4389 | 0.6192 | 0.7869 |
436
+ | 0.3362 | 30.8 | 770 | 0.5814 | 0.4642 | 0.5814 | 0.7625 |
437
 
438
 
439
  ### Framework versions
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