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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task7_organization

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Training in progress, step 500

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  1. README.md +263 -345
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_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: 0.7429
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- - Qwk: 0.0501
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- - Mse: 0.7429
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- - Rmse: 0.8619
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  ## Model description
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@@ -47,345 +47,263 @@ 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 | 0.1 | 2 | 2.4383 | -0.0593 | 2.4383 | 1.5615 |
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- | No log | 0.2 | 4 | 1.1603 | 0.1896 | 1.1603 | 1.0772 |
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- | No log | 0.3 | 6 | 1.0503 | -0.0970 | 1.0503 | 1.0249 |
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- | No log | 0.4 | 8 | 1.1380 | -0.1304 | 1.1380 | 1.0668 |
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- | No log | 0.5 | 10 | 0.8267 | 0.0481 | 0.8267 | 0.9092 |
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- | No log | 0.6 | 12 | 0.8289 | 0.1724 | 0.8289 | 0.9104 |
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- | No log | 0.7 | 14 | 1.1435 | 0.1496 | 1.1435 | 1.0693 |
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- | No log | 0.8 | 16 | 1.0899 | 0.2051 | 1.0899 | 1.0440 |
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- | No log | 0.9 | 18 | 0.7802 | 0.2494 | 0.7802 | 0.8833 |
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- | No log | 1.0 | 20 | 0.6592 | 0.1922 | 0.6592 | 0.8119 |
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- | No log | 1.1 | 22 | 0.6672 | 0.3629 | 0.6672 | 0.8169 |
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- | No log | 1.2 | 24 | 0.6522 | 0.1922 | 0.6522 | 0.8076 |
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- | No log | 1.3 | 26 | 0.6846 | 0.2156 | 0.6846 | 0.8274 |
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- | No log | 1.4 | 28 | 1.1440 | 0.1996 | 1.1440 | 1.0696 |
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- | No log | 1.5 | 30 | 1.2925 | 0.1458 | 1.2925 | 1.1369 |
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- | No log | 1.6 | 32 | 0.9974 | 0.1882 | 0.9974 | 0.9987 |
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- | No log | 1.7 | 34 | 0.8756 | 0.2703 | 0.8756 | 0.9358 |
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- | No log | 1.8 | 36 | 0.8145 | 0.2435 | 0.8145 | 0.9025 |
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- | No log | 1.9 | 38 | 0.8080 | 0.0944 | 0.8080 | 0.8989 |
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- | No log | 2.0 | 40 | 0.7986 | 0.0053 | 0.7986 | 0.8937 |
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- | No log | 2.1 | 42 | 0.7393 | 0.0 | 0.7393 | 0.8598 |
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- | No log | 2.2 | 44 | 0.8087 | 0.0509 | 0.8087 | 0.8993 |
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- | No log | 2.3 | 46 | 0.8911 | 0.0949 | 0.8911 | 0.9440 |
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- | No log | 2.4 | 48 | 1.0163 | 0.3192 | 1.0163 | 1.0081 |
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- | No log | 2.5 | 50 | 1.0342 | 0.3385 | 1.0342 | 1.0169 |
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- | No log | 2.6 | 52 | 1.0121 | 0.3731 | 1.0121 | 1.0060 |
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- | No log | 2.7 | 54 | 0.9636 | 0.3875 | 0.9636 | 0.9816 |
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- | No log | 2.8 | 56 | 0.8606 | 0.2494 | 0.8606 | 0.9277 |
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- | No log | 2.9 | 58 | 0.7506 | 0.0495 | 0.7506 | 0.8664 |
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- | No log | 3.0 | 60 | 0.6869 | 0.0798 | 0.6869 | 0.8288 |
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- | No log | 3.1 | 62 | 0.6928 | 0.0804 | 0.6928 | 0.8323 |
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- | No log | 3.2 | 64 | 0.7958 | 0.1754 | 0.7958 | 0.8921 |
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- | No log | 3.3 | 66 | 1.0017 | 0.2784 | 1.0017 | 1.0008 |
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- | No log | 3.4 | 68 | 1.0596 | 0.2113 | 1.0596 | 1.0294 |
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- | No log | 3.5 | 70 | 0.9012 | 0.2977 | 0.9012 | 0.9493 |
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- | No log | 3.6 | 72 | 0.7058 | 0.1272 | 0.7058 | 0.8401 |
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- | No log | 3.7 | 74 | 0.6884 | 0.0 | 0.6884 | 0.8297 |
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- | No log | 3.8 | 76 | 0.7051 | 0.0027 | 0.7051 | 0.8397 |
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- | No log | 3.9 | 78 | 0.7115 | 0.0027 | 0.7115 | 0.8435 |
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- | No log | 4.0 | 80 | 0.7420 | 0.0495 | 0.7420 | 0.8614 |
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- | No log | 4.1 | 82 | 0.7261 | 0.1321 | 0.7261 | 0.8521 |
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- | No log | 4.2 | 84 | 0.7364 | 0.2118 | 0.7364 | 0.8581 |
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- | No log | 4.3 | 86 | 0.8445 | 0.2494 | 0.8445 | 0.9190 |
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- | No log | 4.4 | 88 | 0.9073 | 0.2027 | 0.9073 | 0.9525 |
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- | No log | 4.5 | 90 | 0.8423 | 0.2109 | 0.8423 | 0.9178 |
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- | No log | 4.6 | 92 | 0.7244 | 0.0893 | 0.7244 | 0.8511 |
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- | No log | 4.7 | 94 | 0.7041 | 0.1922 | 0.7041 | 0.8391 |
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- | No log | 4.8 | 96 | 0.7271 | 0.2787 | 0.7271 | 0.8527 |
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- | No log | 4.9 | 98 | 0.7106 | 0.2206 | 0.7106 | 0.8430 |
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- | No log | 5.0 | 100 | 0.7396 | 0.1608 | 0.7396 | 0.8600 |
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- | No log | 5.1 | 102 | 0.8975 | 0.3013 | 0.8975 | 0.9474 |
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- | No log | 5.2 | 104 | 0.9390 | 0.3311 | 0.9390 | 0.9690 |
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- | No log | 5.3 | 106 | 0.9469 | 0.3825 | 0.9469 | 0.9731 |
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- | No log | 5.4 | 108 | 0.8039 | 0.2046 | 0.8039 | 0.8966 |
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- | No log | 5.5 | 110 | 0.6700 | 0.2193 | 0.6700 | 0.8186 |
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- | No log | 5.6 | 112 | 0.6779 | 0.2877 | 0.6779 | 0.8233 |
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- | No log | 5.7 | 114 | 0.6842 | 0.1952 | 0.6842 | 0.8271 |
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- | No log | 5.8 | 116 | 0.7305 | 0.2274 | 0.7305 | 0.8547 |
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- | No log | 5.9 | 118 | 0.7705 | 0.2193 | 0.7705 | 0.8778 |
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- | No log | 6.0 | 120 | 0.7443 | 0.2141 | 0.7443 | 0.8627 |
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- | No log | 6.1 | 122 | 0.7595 | 0.2391 | 0.7595 | 0.8715 |
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- | No log | 6.2 | 124 | 0.8986 | 0.3263 | 0.8986 | 0.9479 |
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- | No log | 6.3 | 126 | 0.9619 | 0.2934 | 0.9619 | 0.9808 |
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- | No log | 6.4 | 128 | 0.9505 | 0.3239 | 0.9505 | 0.9750 |
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- | No log | 6.5 | 130 | 0.8305 | 0.3466 | 0.8305 | 0.9113 |
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- | No log | 6.6 | 132 | 0.7320 | 0.2300 | 0.7320 | 0.8556 |
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- | No log | 6.7 | 134 | 0.7943 | 0.3509 | 0.7943 | 0.8912 |
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- | No log | 6.8 | 136 | 0.7634 | 0.2559 | 0.7634 | 0.8738 |
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- | No log | 6.9 | 138 | 0.6605 | 0.2548 | 0.6605 | 0.8127 |
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- | No log | 7.0 | 140 | 0.6469 | 0.3229 | 0.6469 | 0.8043 |
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- | No log | 7.1 | 142 | 0.6720 | 0.2491 | 0.6720 | 0.8198 |
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- | No log | 7.2 | 144 | 0.7049 | 0.2612 | 0.7049 | 0.8396 |
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- | No log | 7.3 | 146 | 0.7653 | 0.3094 | 0.7653 | 0.8748 |
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- | No log | 7.4 | 148 | 0.6789 | 0.3563 | 0.6789 | 0.8240 |
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- | No log | 7.5 | 150 | 0.6240 | 0.3604 | 0.6240 | 0.7899 |
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- | No log | 7.6 | 152 | 0.6317 | 0.3474 | 0.6317 | 0.7948 |
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- | No log | 7.7 | 154 | 0.6567 | 0.2576 | 0.6567 | 0.8104 |
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- | No log | 7.8 | 156 | 0.7802 | 0.2672 | 0.7802 | 0.8833 |
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- | No log | 7.9 | 158 | 0.8141 | 0.3085 | 0.8141 | 0.9023 |
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- | No log | 8.0 | 160 | 0.7261 | 0.3408 | 0.7261 | 0.8521 |
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- | No log | 8.1 | 162 | 0.6414 | 0.3988 | 0.6414 | 0.8009 |
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- | No log | 8.2 | 164 | 0.6415 | 0.4101 | 0.6415 | 0.8009 |
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- | No log | 8.3 | 166 | 0.7073 | 0.4931 | 0.7073 | 0.8410 |
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- | No log | 8.4 | 168 | 0.9535 | 0.2580 | 0.9535 | 0.9765 |
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- | No log | 8.5 | 170 | 0.9679 | 0.2051 | 0.9679 | 0.9838 |
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- | No log | 8.6 | 172 | 0.7431 | 0.4182 | 0.7431 | 0.8621 |
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- | No log | 8.7 | 174 | 0.6200 | 0.3228 | 0.6200 | 0.7874 |
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- | No log | 8.8 | 176 | 0.6157 | 0.3323 | 0.6157 | 0.7847 |
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- | No log | 8.9 | 178 | 0.6256 | 0.2254 | 0.6256 | 0.7909 |
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- | No log | 9.0 | 180 | 0.6830 | 0.3082 | 0.6830 | 0.8264 |
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- | No log | 9.1 | 182 | 0.6879 | 0.2675 | 0.6879 | 0.8294 |
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- | No log | 9.2 | 184 | 0.6382 | 0.2308 | 0.6382 | 0.7989 |
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- | No log | 9.3 | 186 | 0.6374 | 0.3166 | 0.6374 | 0.7984 |
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- | No log | 9.4 | 188 | 0.6536 | 0.2652 | 0.6536 | 0.8084 |
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- | No log | 9.5 | 190 | 0.6222 | 0.3836 | 0.6222 | 0.7888 |
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- | No log | 9.6 | 192 | 0.7219 | 0.4028 | 0.7219 | 0.8496 |
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- | No log | 9.7 | 194 | 0.8537 | 0.3395 | 0.8537 | 0.9240 |
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- | No log | 9.8 | 196 | 0.8407 | 0.3559 | 0.8407 | 0.9169 |
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- | No log | 9.9 | 198 | 0.6880 | 0.4160 | 0.6880 | 0.8295 |
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- | No log | 10.0 | 200 | 0.6492 | 0.3994 | 0.6492 | 0.8058 |
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- | No log | 10.1 | 202 | 0.6405 | 0.4118 | 0.6405 | 0.8003 |
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- | No log | 10.2 | 204 | 0.6945 | 0.4258 | 0.6945 | 0.8334 |
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- | No log | 10.3 | 206 | 0.6955 | 0.3707 | 0.6955 | 0.8339 |
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- | No log | 10.4 | 208 | 0.6359 | 0.3958 | 0.6359 | 0.7974 |
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- | No log | 10.5 | 210 | 0.6139 | 0.3988 | 0.6139 | 0.7835 |
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- | No log | 10.6 | 212 | 0.6193 | 0.3988 | 0.6193 | 0.7870 |
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- | No log | 10.7 | 214 | 0.7005 | 0.5317 | 0.7005 | 0.8370 |
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- | No log | 10.8 | 216 | 0.7745 | 0.4690 | 0.7745 | 0.8800 |
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- | No log | 10.9 | 218 | 0.7175 | 0.5317 | 0.7175 | 0.8470 |
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- | No log | 11.0 | 220 | 0.6412 | 0.4466 | 0.6412 | 0.8007 |
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- | No log | 11.1 | 222 | 0.6261 | 0.4466 | 0.6261 | 0.7913 |
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- | No log | 11.2 | 224 | 0.6209 | 0.4127 | 0.6209 | 0.7879 |
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- | No log | 11.3 | 226 | 0.6139 | 0.4262 | 0.6139 | 0.7835 |
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- | No log | 11.4 | 228 | 0.6048 | 0.3988 | 0.6048 | 0.7777 |
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- | No log | 11.5 | 230 | 0.6274 | 0.4262 | 0.6274 | 0.7921 |
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- | No log | 11.6 | 232 | 0.6822 | 0.3666 | 0.6822 | 0.8260 |
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- | No log | 11.7 | 234 | 0.7199 | 0.3902 | 0.7199 | 0.8485 |
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- | No log | 11.8 | 236 | 0.7423 | 0.3270 | 0.7423 | 0.8616 |
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- | No log | 11.9 | 238 | 0.6930 | 0.3878 | 0.6930 | 0.8325 |
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- | No log | 12.0 | 240 | 0.6139 | 0.4407 | 0.6139 | 0.7835 |
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- | No log | 12.1 | 242 | 0.6059 | 0.3581 | 0.6059 | 0.7784 |
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- | No log | 12.2 | 244 | 0.6224 | 0.3988 | 0.6224 | 0.7889 |
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- | No log | 12.3 | 246 | 0.6784 | 0.3594 | 0.6784 | 0.8237 |
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- | No log | 12.4 | 248 | 0.6655 | 0.4163 | 0.6655 | 0.8158 |
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- | No log | 12.5 | 250 | 0.6525 | 0.3146 | 0.6525 | 0.8077 |
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- | No log | 12.6 | 252 | 0.6698 | 0.3616 | 0.6698 | 0.8184 |
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- | No log | 12.7 | 254 | 0.6654 | 0.3542 | 0.6654 | 0.8157 |
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- | No log | 12.8 | 256 | 0.6604 | 0.3542 | 0.6604 | 0.8126 |
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- | No log | 12.9 | 258 | 0.6791 | 0.3854 | 0.6791 | 0.8241 |
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- | No log | 13.0 | 260 | 0.6792 | 0.4106 | 0.6792 | 0.8241 |
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- | No log | 13.1 | 262 | 0.6408 | 0.4259 | 0.6408 | 0.8005 |
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- | No log | 13.2 | 264 | 0.6432 | 0.3331 | 0.6432 | 0.8020 |
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- | No log | 13.3 | 266 | 0.6706 | 0.3360 | 0.6706 | 0.8189 |
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- | No log | 13.4 | 268 | 0.6936 | 0.2464 | 0.6936 | 0.8328 |
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- | No log | 13.5 | 270 | 0.6968 | 0.2109 | 0.6968 | 0.8348 |
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- | No log | 13.6 | 272 | 0.7009 | 0.2109 | 0.7009 | 0.8372 |
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- | No log | 13.7 | 274 | 0.7300 | 0.3131 | 0.7300 | 0.8544 |
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- | No log | 13.8 | 276 | 0.7212 | 0.3143 | 0.7212 | 0.8493 |
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- | No log | 13.9 | 278 | 0.6857 | 0.3040 | 0.6857 | 0.8281 |
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- | No log | 14.0 | 280 | 0.6898 | 0.2459 | 0.6898 | 0.8306 |
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- | No log | 14.1 | 282 | 0.7384 | 0.2808 | 0.7384 | 0.8593 |
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- | No log | 14.2 | 284 | 0.7461 | 0.2402 | 0.7461 | 0.8638 |
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- | No log | 14.3 | 286 | 0.7160 | 0.3112 | 0.7160 | 0.8462 |
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- | No log | 14.4 | 288 | 0.7148 | 0.2970 | 0.7148 | 0.8455 |
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- | No log | 14.5 | 290 | 0.7547 | 0.2612 | 0.7547 | 0.8687 |
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- | No log | 14.6 | 292 | 0.8776 | 0.2437 | 0.8776 | 0.9368 |
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- | No log | 14.7 | 294 | 0.8886 | 0.2928 | 0.8886 | 0.9427 |
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- | No log | 14.8 | 296 | 0.7939 | 0.3060 | 0.7939 | 0.8910 |
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- | No log | 14.9 | 298 | 0.7514 | 0.3216 | 0.7514 | 0.8668 |
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- | No log | 15.0 | 300 | 0.7650 | 0.1975 | 0.7650 | 0.8747 |
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- | No log | 15.1 | 302 | 0.7825 | 0.2349 | 0.7825 | 0.8846 |
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- | No log | 15.2 | 304 | 0.7602 | 0.1686 | 0.7602 | 0.8719 |
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- | No log | 15.3 | 306 | 0.6846 | 0.0861 | 0.6846 | 0.8274 |
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- | No log | 15.4 | 308 | 0.6605 | 0.1923 | 0.6605 | 0.8127 |
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- | No log | 15.5 | 310 | 0.6586 | 0.1620 | 0.6586 | 0.8115 |
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- | No log | 15.6 | 312 | 0.6688 | 0.1620 | 0.6688 | 0.8178 |
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- | No log | 15.7 | 314 | 0.6617 | 0.2480 | 0.6617 | 0.8134 |
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- | No log | 15.8 | 316 | 0.6668 | 0.2229 | 0.6668 | 0.8166 |
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- | No log | 15.9 | 318 | 0.6799 | 0.1558 | 0.6799 | 0.8246 |
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- | No log | 16.0 | 320 | 0.6686 | 0.1813 | 0.6686 | 0.8177 |
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- | No log | 16.1 | 322 | 0.6666 | 0.2509 | 0.6666 | 0.8165 |
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- | No log | 16.2 | 324 | 0.6759 | 0.1904 | 0.6759 | 0.8222 |
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- | No log | 16.3 | 326 | 0.6835 | 0.1904 | 0.6835 | 0.8268 |
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- | No log | 16.4 | 328 | 0.6837 | 0.1509 | 0.6837 | 0.8269 |
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- | No log | 16.5 | 330 | 0.6879 | 0.1850 | 0.6879 | 0.8294 |
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- | No log | 16.6 | 332 | 0.6753 | 0.3552 | 0.6753 | 0.8218 |
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- | No log | 16.7 | 334 | 0.6725 | 0.2441 | 0.6725 | 0.8201 |
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- | No log | 16.8 | 336 | 0.6758 | 0.2884 | 0.6758 | 0.8221 |
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- | No log | 16.9 | 338 | 0.7051 | 0.1660 | 0.7051 | 0.8397 |
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- | No log | 17.0 | 340 | 0.7712 | 0.2008 | 0.7712 | 0.8782 |
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- | No log | 17.1 | 342 | 0.7615 | 0.2381 | 0.7615 | 0.8726 |
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- | No log | 17.2 | 344 | 0.6692 | 0.1509 | 0.6692 | 0.8180 |
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- | No log | 17.3 | 346 | 0.6435 | 0.3100 | 0.6435 | 0.8022 |
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- | No log | 17.4 | 348 | 0.6432 | 0.3100 | 0.6432 | 0.8020 |
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- | No log | 17.5 | 350 | 0.6517 | 0.2811 | 0.6517 | 0.8073 |
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- | No log | 17.6 | 352 | 0.6672 | 0.2148 | 0.6672 | 0.8168 |
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- | No log | 17.7 | 354 | 0.6858 | 0.2878 | 0.6858 | 0.8281 |
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- | No log | 17.8 | 356 | 0.6762 | 0.3100 | 0.6762 | 0.8223 |
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- | No log | 17.9 | 358 | 0.6423 | 0.3100 | 0.6423 | 0.8015 |
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- | No log | 18.0 | 360 | 0.6329 | 0.3552 | 0.6329 | 0.7955 |
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- | No log | 18.1 | 362 | 0.6300 | 0.3552 | 0.6300 | 0.7938 |
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- | No log | 18.2 | 364 | 0.6294 | 0.3552 | 0.6294 | 0.7934 |
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- | No log | 18.3 | 366 | 0.6321 | 0.3552 | 0.6321 | 0.7951 |
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- | No log | 18.4 | 368 | 0.6461 | 0.3552 | 0.6461 | 0.8038 |
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- | No log | 18.5 | 370 | 0.6846 | 0.1372 | 0.6846 | 0.8274 |
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- | No log | 18.6 | 372 | 0.7036 | 0.1365 | 0.7036 | 0.8388 |
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- | No log | 18.7 | 374 | 0.7009 | 0.1372 | 0.7009 | 0.8372 |
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- | No log | 18.8 | 376 | 0.6793 | 0.2041 | 0.6793 | 0.8242 |
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- | No log | 18.9 | 378 | 0.6718 | 0.2748 | 0.6718 | 0.8197 |
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- | No log | 19.0 | 380 | 0.6607 | 0.2890 | 0.6607 | 0.8128 |
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- | No log | 19.1 | 382 | 0.6592 | 0.3228 | 0.6592 | 0.8119 |
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- | No log | 19.2 | 384 | 0.6759 | 0.2481 | 0.6759 | 0.8222 |
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- | No log | 19.3 | 386 | 0.6814 | 0.1702 | 0.6814 | 0.8255 |
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- | No log | 19.4 | 388 | 0.6671 | 0.2748 | 0.6671 | 0.8167 |
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- | No log | 19.5 | 390 | 0.6563 | 0.3354 | 0.6563 | 0.8101 |
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- | No log | 19.6 | 392 | 0.6611 | 0.3354 | 0.6611 | 0.8131 |
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- | No log | 19.7 | 394 | 0.6729 | 0.1983 | 0.6729 | 0.8203 |
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- | No log | 19.8 | 396 | 0.6877 | 0.2024 | 0.6877 | 0.8293 |
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- | No log | 19.9 | 398 | 0.6931 | 0.2481 | 0.6931 | 0.8325 |
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- | No log | 20.0 | 400 | 0.7008 | 0.2128 | 0.7008 | 0.8371 |
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- | No log | 20.1 | 402 | 0.7262 | 0.1327 | 0.7262 | 0.8522 |
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- | No log | 20.2 | 404 | 0.7318 | 0.2486 | 0.7318 | 0.8555 |
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- | No log | 20.3 | 406 | 0.6978 | 0.2748 | 0.6978 | 0.8353 |
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- | No log | 20.4 | 408 | 0.6676 | 0.2783 | 0.6676 | 0.8171 |
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- | No log | 20.5 | 410 | 0.6678 | 0.3081 | 0.6678 | 0.8172 |
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- | No log | 20.6 | 412 | 0.6650 | 0.3369 | 0.6650 | 0.8155 |
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- | No log | 20.7 | 414 | 0.6532 | 0.3081 | 0.6532 | 0.8082 |
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- | No log | 20.8 | 416 | 0.6662 | 0.3129 | 0.6662 | 0.8162 |
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- | No log | 20.9 | 418 | 0.6954 | 0.3331 | 0.6954 | 0.8339 |
261
- | No log | 21.0 | 420 | 0.7170 | 0.3001 | 0.7170 | 0.8468 |
262
- | No log | 21.1 | 422 | 0.7161 | 0.2402 | 0.7161 | 0.8462 |
263
- | No log | 21.2 | 424 | 0.6831 | 0.2361 | 0.6831 | 0.8265 |
264
- | No log | 21.3 | 426 | 0.6588 | 0.2382 | 0.6588 | 0.8117 |
265
- | No log | 21.4 | 428 | 0.6565 | 0.3117 | 0.6565 | 0.8102 |
266
- | No log | 21.5 | 430 | 0.6598 | 0.2641 | 0.6598 | 0.8123 |
267
- | No log | 21.6 | 432 | 0.6641 | 0.3117 | 0.6641 | 0.8149 |
268
- | No log | 21.7 | 434 | 0.6783 | 0.2711 | 0.6783 | 0.8236 |
269
- | No log | 21.8 | 436 | 0.7102 | 0.0535 | 0.7102 | 0.8427 |
270
- | No log | 21.9 | 438 | 0.7544 | 0.0570 | 0.7544 | 0.8686 |
271
- | No log | 22.0 | 440 | 0.7696 | 0.0959 | 0.7696 | 0.8773 |
272
- | No log | 22.1 | 442 | 0.7707 | 0.0580 | 0.7707 | 0.8779 |
273
- | No log | 22.2 | 444 | 0.7484 | 0.0559 | 0.7484 | 0.8651 |
274
- | No log | 22.3 | 446 | 0.7487 | 0.0535 | 0.7487 | 0.8653 |
275
- | No log | 22.4 | 448 | 0.7260 | 0.0535 | 0.7260 | 0.8520 |
276
- | No log | 22.5 | 450 | 0.7159 | 0.0509 | 0.7159 | 0.8461 |
277
- | No log | 22.6 | 452 | 0.6992 | 0.0481 | 0.6992 | 0.8362 |
278
- | No log | 22.7 | 454 | 0.6756 | 0.0444 | 0.6756 | 0.8220 |
279
- | No log | 22.8 | 456 | 0.6706 | 0.0846 | 0.6706 | 0.8189 |
280
- | No log | 22.9 | 458 | 0.6667 | 0.0846 | 0.6667 | 0.8165 |
281
- | No log | 23.0 | 460 | 0.6743 | 0.0889 | 0.6743 | 0.8212 |
282
- | No log | 23.1 | 462 | 0.6786 | 0.0481 | 0.6786 | 0.8238 |
283
- | No log | 23.2 | 464 | 0.6751 | 0.0481 | 0.6751 | 0.8216 |
284
- | No log | 23.3 | 466 | 0.6804 | 0.1365 | 0.6804 | 0.8248 |
285
- | No log | 23.4 | 468 | 0.6662 | 0.1365 | 0.6662 | 0.8162 |
286
- | No log | 23.5 | 470 | 0.6491 | 0.2486 | 0.6491 | 0.8056 |
287
- | No log | 23.6 | 472 | 0.6315 | 0.4034 | 0.6315 | 0.7947 |
288
- | No log | 23.7 | 474 | 0.6347 | 0.4034 | 0.6347 | 0.7967 |
289
- | No log | 23.8 | 476 | 0.6474 | 0.3302 | 0.6474 | 0.8046 |
290
- | No log | 23.9 | 478 | 0.6995 | 0.2046 | 0.6995 | 0.8363 |
291
- | No log | 24.0 | 480 | 0.7712 | 0.2613 | 0.7712 | 0.8782 |
292
- | No log | 24.1 | 482 | 0.7904 | 0.2613 | 0.7904 | 0.8891 |
293
- | No log | 24.2 | 484 | 0.7464 | 0.2046 | 0.7464 | 0.8640 |
294
- | No log | 24.3 | 486 | 0.6849 | 0.1358 | 0.6849 | 0.8276 |
295
- | No log | 24.4 | 488 | 0.6343 | 0.3151 | 0.6343 | 0.7964 |
296
- | No log | 24.5 | 490 | 0.6242 | 0.3437 | 0.6242 | 0.7900 |
297
- | No log | 24.6 | 492 | 0.6312 | 0.3774 | 0.6312 | 0.7945 |
298
- | No log | 24.7 | 494 | 0.6678 | 0.1761 | 0.6678 | 0.8172 |
299
- | No log | 24.8 | 496 | 0.7337 | 0.1372 | 0.7337 | 0.8566 |
300
- | No log | 24.9 | 498 | 0.7300 | 0.0937 | 0.7300 | 0.8544 |
301
- | 0.2635 | 25.0 | 500 | 0.7164 | 0.0937 | 0.7164 | 0.8464 |
302
- | 0.2635 | 25.1 | 502 | 0.7044 | 0.1327 | 0.7044 | 0.8393 |
303
- | 0.2635 | 25.2 | 504 | 0.6817 | 0.1327 | 0.6817 | 0.8256 |
304
- | 0.2635 | 25.3 | 506 | 0.6641 | 0.1646 | 0.6641 | 0.8149 |
305
- | 0.2635 | 25.4 | 508 | 0.6556 | 0.1646 | 0.6556 | 0.8097 |
306
- | 0.2635 | 25.5 | 510 | 0.6420 | 0.2412 | 0.6420 | 0.8012 |
307
- | 0.2635 | 25.6 | 512 | 0.6326 | 0.2412 | 0.6326 | 0.7954 |
308
- | 0.2635 | 25.7 | 514 | 0.6192 | 0.2748 | 0.6192 | 0.7869 |
309
- | 0.2635 | 25.8 | 516 | 0.6163 | 0.3416 | 0.6163 | 0.7850 |
310
- | 0.2635 | 25.9 | 518 | 0.6117 | 0.3416 | 0.6117 | 0.7821 |
311
- | 0.2635 | 26.0 | 520 | 0.6049 | 0.3774 | 0.6049 | 0.7777 |
312
- | 0.2635 | 26.1 | 522 | 0.6038 | 0.3774 | 0.6038 | 0.7771 |
313
- | 0.2635 | 26.2 | 524 | 0.6034 | 0.3774 | 0.6034 | 0.7768 |
314
- | 0.2635 | 26.3 | 526 | 0.6038 | 0.3774 | 0.6038 | 0.7770 |
315
- | 0.2635 | 26.4 | 528 | 0.6114 | 0.2412 | 0.6114 | 0.7819 |
316
- | 0.2635 | 26.5 | 530 | 0.6292 | 0.2103 | 0.6292 | 0.7932 |
317
- | 0.2635 | 26.6 | 532 | 0.6617 | 0.1372 | 0.6617 | 0.8134 |
318
- | 0.2635 | 26.7 | 534 | 0.6862 | 0.1786 | 0.6862 | 0.8284 |
319
- | 0.2635 | 26.8 | 536 | 0.6854 | 0.1786 | 0.6854 | 0.8279 |
320
- | 0.2635 | 26.9 | 538 | 0.6528 | 0.1372 | 0.6528 | 0.8080 |
321
- | 0.2635 | 27.0 | 540 | 0.6125 | 0.2412 | 0.6125 | 0.7826 |
322
- | 0.2635 | 27.1 | 542 | 0.6059 | 0.3354 | 0.6059 | 0.7784 |
323
- | 0.2635 | 27.2 | 544 | 0.6065 | 0.3354 | 0.6065 | 0.7788 |
324
- | 0.2635 | 27.3 | 546 | 0.6148 | 0.2713 | 0.6148 | 0.7841 |
325
- | 0.2635 | 27.4 | 548 | 0.6409 | 0.2412 | 0.6409 | 0.8005 |
326
- | 0.2635 | 27.5 | 550 | 0.6764 | 0.1729 | 0.6764 | 0.8224 |
327
- | 0.2635 | 27.6 | 552 | 0.6951 | 0.1310 | 0.6951 | 0.8337 |
328
- | 0.2635 | 27.7 | 554 | 0.6844 | 0.1321 | 0.6844 | 0.8273 |
329
- | 0.2635 | 27.8 | 556 | 0.6581 | 0.2103 | 0.6581 | 0.8112 |
330
- | 0.2635 | 27.9 | 558 | 0.6481 | 0.2103 | 0.6481 | 0.8050 |
331
- | 0.2635 | 28.0 | 560 | 0.6566 | 0.2103 | 0.6566 | 0.8103 |
332
- | 0.2635 | 28.1 | 562 | 0.6792 | 0.1744 | 0.6792 | 0.8242 |
333
- | 0.2635 | 28.2 | 564 | 0.6846 | 0.1744 | 0.6846 | 0.8274 |
334
- | 0.2635 | 28.3 | 566 | 0.6911 | 0.1310 | 0.6911 | 0.8313 |
335
- | 0.2635 | 28.4 | 568 | 0.7219 | 0.0580 | 0.7219 | 0.8496 |
336
- | 0.2635 | 28.5 | 570 | 0.7753 | 0.2242 | 0.7753 | 0.8805 |
337
- | 0.2635 | 28.6 | 572 | 0.7686 | 0.2242 | 0.7686 | 0.8767 |
338
- | 0.2635 | 28.7 | 574 | 0.7468 | 0.2285 | 0.7468 | 0.8642 |
339
- | 0.2635 | 28.8 | 576 | 0.7148 | 0.1697 | 0.7148 | 0.8455 |
340
- | 0.2635 | 28.9 | 578 | 0.6950 | 0.1345 | 0.6950 | 0.8337 |
341
- | 0.2635 | 29.0 | 580 | 0.6825 | 0.0949 | 0.6825 | 0.8261 |
342
- | 0.2635 | 29.1 | 582 | 0.6910 | 0.0535 | 0.6910 | 0.8313 |
343
- | 0.2635 | 29.2 | 584 | 0.6882 | 0.0535 | 0.6882 | 0.8296 |
344
- | 0.2635 | 29.3 | 586 | 0.7119 | 0.0949 | 0.7119 | 0.8437 |
345
- | 0.2635 | 29.4 | 588 | 0.7469 | 0.1339 | 0.7469 | 0.8642 |
346
- | 0.2635 | 29.5 | 590 | 0.7205 | 0.0949 | 0.7205 | 0.8488 |
347
- | 0.2635 | 29.6 | 592 | 0.6943 | 0.0937 | 0.6943 | 0.8332 |
348
- | 0.2635 | 29.7 | 594 | 0.6782 | 0.0937 | 0.6782 | 0.8235 |
349
- | 0.2635 | 29.8 | 596 | 0.6500 | 0.0889 | 0.6500 | 0.8063 |
350
- | 0.2635 | 29.9 | 598 | 0.6353 | 0.1660 | 0.6353 | 0.7971 |
351
- | 0.2635 | 30.0 | 600 | 0.6362 | 0.2024 | 0.6362 | 0.7976 |
352
- | 0.2635 | 30.1 | 602 | 0.6350 | 0.2374 | 0.6350 | 0.7968 |
353
- | 0.2635 | 30.2 | 604 | 0.6331 | 0.3117 | 0.6331 | 0.7957 |
354
- | 0.2635 | 30.3 | 606 | 0.6307 | 0.2024 | 0.6307 | 0.7941 |
355
- | 0.2635 | 30.4 | 608 | 0.6442 | 0.0846 | 0.6442 | 0.8026 |
356
- | 0.2635 | 30.5 | 610 | 0.6591 | 0.0944 | 0.6591 | 0.8119 |
357
- | 0.2635 | 30.6 | 612 | 0.7080 | 0.2027 | 0.7080 | 0.8414 |
358
- | 0.2635 | 30.7 | 614 | 0.8037 | 0.2585 | 0.8037 | 0.8965 |
359
- | 0.2635 | 30.8 | 616 | 0.8832 | 0.2437 | 0.8832 | 0.9398 |
360
- | 0.2635 | 30.9 | 618 | 0.8690 | 0.2437 | 0.8690 | 0.9322 |
361
- | 0.2635 | 31.0 | 620 | 0.7858 | 0.2875 | 0.7858 | 0.8865 |
362
- | 0.2635 | 31.1 | 622 | 0.6759 | 0.3470 | 0.6759 | 0.8222 |
363
- | 0.2635 | 31.2 | 624 | 0.6306 | 0.2711 | 0.6306 | 0.7941 |
364
- | 0.2635 | 31.3 | 626 | 0.6200 | 0.3151 | 0.6200 | 0.7874 |
365
- | 0.2635 | 31.4 | 628 | 0.6214 | 0.2786 | 0.6214 | 0.7883 |
366
- | 0.2635 | 31.5 | 630 | 0.6323 | 0.2786 | 0.6323 | 0.7952 |
367
- | 0.2635 | 31.6 | 632 | 0.6497 | 0.1646 | 0.6497 | 0.8060 |
368
- | 0.2635 | 31.7 | 634 | 0.6735 | 0.1608 | 0.6735 | 0.8207 |
369
- | 0.2635 | 31.8 | 636 | 0.6956 | 0.2368 | 0.6956 | 0.8340 |
370
- | 0.2635 | 31.9 | 638 | 0.6977 | 0.1647 | 0.6977 | 0.8353 |
371
- | 0.2635 | 32.0 | 640 | 0.6695 | 0.1620 | 0.6695 | 0.8182 |
372
- | 0.2635 | 32.1 | 642 | 0.6474 | 0.2024 | 0.6474 | 0.8046 |
373
- | 0.2635 | 32.2 | 644 | 0.6428 | 0.3117 | 0.6428 | 0.8017 |
374
- | 0.2635 | 32.3 | 646 | 0.6443 | 0.2786 | 0.6443 | 0.8027 |
375
- | 0.2635 | 32.4 | 648 | 0.6568 | 0.2412 | 0.6568 | 0.8104 |
376
- | 0.2635 | 32.5 | 650 | 0.6811 | 0.1221 | 0.6811 | 0.8253 |
377
- | 0.2635 | 32.6 | 652 | 0.7036 | 0.0909 | 0.7036 | 0.8388 |
378
- | 0.2635 | 32.7 | 654 | 0.7396 | 0.1299 | 0.7396 | 0.8600 |
379
- | 0.2635 | 32.8 | 656 | 0.7288 | 0.1299 | 0.7288 | 0.8537 |
380
- | 0.2635 | 32.9 | 658 | 0.7013 | 0.0866 | 0.7013 | 0.8374 |
381
- | 0.2635 | 33.0 | 660 | 0.7122 | 0.0501 | 0.7122 | 0.8439 |
382
- | 0.2635 | 33.1 | 662 | 0.7292 | 0.0909 | 0.7292 | 0.8539 |
383
- | 0.2635 | 33.2 | 664 | 0.7508 | 0.1299 | 0.7508 | 0.8665 |
384
- | 0.2635 | 33.3 | 666 | 0.7547 | 0.0909 | 0.7547 | 0.8687 |
385
- | 0.2635 | 33.4 | 668 | 0.7448 | 0.0501 | 0.7448 | 0.8630 |
386
- | 0.2635 | 33.5 | 670 | 0.7423 | 0.0501 | 0.7423 | 0.8616 |
387
- | 0.2635 | 33.6 | 672 | 0.7363 | 0.0501 | 0.7363 | 0.8581 |
388
- | 0.2635 | 33.7 | 674 | 0.7429 | 0.0501 | 0.7429 | 0.8619 |
389
 
390
 
391
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_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: 0.6723
19
+ - Qwk: 0.3769
20
+ - Mse: 0.6723
21
+ - Rmse: 0.8200
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 2.7098 | -0.0449 | 2.7098 | 1.6461 |
53
+ | No log | 0.2222 | 4 | 1.4777 | 0.0782 | 1.4777 | 1.2156 |
54
+ | No log | 0.3333 | 6 | 0.7834 | 0.1786 | 0.7834 | 0.8851 |
55
+ | No log | 0.4444 | 8 | 0.7792 | 0.1407 | 0.7792 | 0.8827 |
56
+ | No log | 0.5556 | 10 | 0.9759 | 0.1628 | 0.9759 | 0.9879 |
57
+ | No log | 0.6667 | 12 | 1.0939 | -0.0340 | 1.0939 | 1.0459 |
58
+ | No log | 0.7778 | 14 | 1.0270 | 0.0168 | 1.0270 | 1.0134 |
59
+ | No log | 0.8889 | 16 | 1.0775 | 0.0692 | 1.0775 | 1.0380 |
60
+ | No log | 1.0 | 18 | 1.0521 | 0.1897 | 1.0521 | 1.0257 |
61
+ | No log | 1.1111 | 20 | 0.8148 | 0.1298 | 0.8148 | 0.9027 |
62
+ | No log | 1.2222 | 22 | 0.7892 | 0.2445 | 0.7892 | 0.8883 |
63
+ | No log | 1.3333 | 24 | 0.8604 | 0.2839 | 0.8604 | 0.9276 |
64
+ | No log | 1.4444 | 26 | 0.7986 | 0.2995 | 0.7986 | 0.8936 |
65
+ | No log | 1.5556 | 28 | 0.7157 | 0.0827 | 0.7157 | 0.8460 |
66
+ | No log | 1.6667 | 30 | 0.7478 | 0.0919 | 0.7478 | 0.8647 |
67
+ | No log | 1.7778 | 32 | 0.7188 | 0.0097 | 0.7188 | 0.8478 |
68
+ | No log | 1.8889 | 34 | 0.6982 | 0.2308 | 0.6982 | 0.8356 |
69
+ | No log | 2.0 | 36 | 0.8307 | 0.2967 | 0.8307 | 0.9114 |
70
+ | No log | 2.1111 | 38 | 0.9094 | 0.2000 | 0.9094 | 0.9536 |
71
+ | No log | 2.2222 | 40 | 0.7899 | 0.2817 | 0.7899 | 0.8888 |
72
+ | No log | 2.3333 | 42 | 0.7940 | 0.0441 | 0.7940 | 0.8911 |
73
+ | No log | 2.4444 | 44 | 0.8845 | 0.0919 | 0.8845 | 0.9405 |
74
+ | No log | 2.5556 | 46 | 0.8238 | 0.0514 | 0.8238 | 0.9076 |
75
+ | No log | 2.6667 | 48 | 0.7309 | 0.1136 | 0.7309 | 0.8549 |
76
+ | No log | 2.7778 | 50 | 0.8708 | 0.3494 | 0.8708 | 0.9331 |
77
+ | No log | 2.8889 | 52 | 1.1666 | 0.2100 | 1.1666 | 1.0801 |
78
+ | No log | 3.0 | 54 | 1.1634 | 0.2264 | 1.1634 | 1.0786 |
79
+ | No log | 3.1111 | 56 | 0.9192 | 0.3194 | 0.9192 | 0.9588 |
80
+ | No log | 3.2222 | 58 | 0.7340 | 0.4137 | 0.7340 | 0.8568 |
81
+ | No log | 3.3333 | 60 | 0.9285 | 0.1793 | 0.9285 | 0.9636 |
82
+ | No log | 3.4444 | 62 | 0.9868 | 0.2020 | 0.9868 | 0.9934 |
83
+ | No log | 3.5556 | 64 | 0.8057 | 0.2624 | 0.8057 | 0.8976 |
84
+ | No log | 3.6667 | 66 | 0.7775 | 0.3344 | 0.7775 | 0.8818 |
85
+ | No log | 3.7778 | 68 | 0.9361 | 0.3287 | 0.9361 | 0.9675 |
86
+ | No log | 3.8889 | 70 | 0.9012 | 0.3287 | 0.9012 | 0.9493 |
87
+ | No log | 4.0 | 72 | 0.8072 | 0.3169 | 0.8072 | 0.8984 |
88
+ | No log | 4.1111 | 74 | 0.6927 | 0.3867 | 0.6927 | 0.8323 |
89
+ | No log | 4.2222 | 76 | 0.6750 | 0.3840 | 0.6750 | 0.8216 |
90
+ | No log | 4.3333 | 78 | 0.7333 | 0.3169 | 0.7333 | 0.8563 |
91
+ | No log | 4.4444 | 80 | 0.7332 | 0.3302 | 0.7332 | 0.8563 |
92
+ | No log | 4.5556 | 82 | 0.7798 | 0.2724 | 0.7798 | 0.8830 |
93
+ | No log | 4.6667 | 84 | 0.9752 | 0.2533 | 0.9752 | 0.9875 |
94
+ | No log | 4.7778 | 86 | 1.0180 | 0.2488 | 1.0180 | 1.0090 |
95
+ | No log | 4.8889 | 88 | 0.9101 | 0.3732 | 0.9101 | 0.9540 |
96
+ | No log | 5.0 | 90 | 1.0413 | 0.2156 | 1.0413 | 1.0204 |
97
+ | No log | 5.1111 | 92 | 0.9588 | 0.2686 | 0.9588 | 0.9792 |
98
+ | No log | 5.2222 | 94 | 0.8594 | 0.3586 | 0.8594 | 0.9270 |
99
+ | No log | 5.3333 | 96 | 1.2277 | 0.3384 | 1.2277 | 1.1080 |
100
+ | No log | 5.4444 | 98 | 1.4006 | 0.3101 | 1.4006 | 1.1835 |
101
+ | No log | 5.5556 | 100 | 1.0712 | 0.4272 | 1.0712 | 1.0350 |
102
+ | No log | 5.6667 | 102 | 0.6182 | 0.3662 | 0.6182 | 0.7862 |
103
+ | No log | 5.7778 | 104 | 0.5299 | 0.6544 | 0.5299 | 0.7280 |
104
+ | No log | 5.8889 | 106 | 0.5455 | 0.6500 | 0.5455 | 0.7386 |
105
+ | No log | 6.0 | 108 | 0.5179 | 0.6257 | 0.5179 | 0.7196 |
106
+ | No log | 6.1111 | 110 | 0.5279 | 0.6010 | 0.5279 | 0.7265 |
107
+ | No log | 6.2222 | 112 | 0.5691 | 0.4464 | 0.5691 | 0.7544 |
108
+ | No log | 6.3333 | 114 | 0.5350 | 0.5307 | 0.5350 | 0.7314 |
109
+ | No log | 6.4444 | 116 | 0.5267 | 0.4983 | 0.5267 | 0.7258 |
110
+ | No log | 6.5556 | 118 | 0.5488 | 0.4122 | 0.5488 | 0.7408 |
111
+ | No log | 6.6667 | 120 | 0.6290 | 0.3712 | 0.6290 | 0.7931 |
112
+ | No log | 6.7778 | 122 | 0.7284 | 0.3194 | 0.7284 | 0.8535 |
113
+ | No log | 6.8889 | 124 | 0.7267 | 0.3562 | 0.7267 | 0.8525 |
114
+ | No log | 7.0 | 126 | 0.7312 | 0.3754 | 0.7312 | 0.8551 |
115
+ | No log | 7.1111 | 128 | 0.7664 | 0.3806 | 0.7664 | 0.8754 |
116
+ | No log | 7.2222 | 130 | 0.7156 | 0.3483 | 0.7156 | 0.8459 |
117
+ | No log | 7.3333 | 132 | 0.7446 | 0.3973 | 0.7446 | 0.8629 |
118
+ | No log | 7.4444 | 134 | 0.8691 | 0.3887 | 0.8691 | 0.9322 |
119
+ | No log | 7.5556 | 136 | 0.9019 | 0.4051 | 0.9019 | 0.9497 |
120
+ | No log | 7.6667 | 138 | 0.8369 | 0.3623 | 0.8369 | 0.9148 |
121
+ | No log | 7.7778 | 140 | 0.6901 | 0.3518 | 0.6901 | 0.8307 |
122
+ | No log | 7.8889 | 142 | 0.6119 | 0.4768 | 0.6119 | 0.7822 |
123
+ | No log | 8.0 | 144 | 0.6071 | 0.4265 | 0.6071 | 0.7792 |
124
+ | No log | 8.1111 | 146 | 0.6928 | 0.3648 | 0.6928 | 0.8324 |
125
+ | No log | 8.2222 | 148 | 0.8571 | 0.4287 | 0.8571 | 0.9258 |
126
+ | No log | 8.3333 | 150 | 0.7649 | 0.4732 | 0.7649 | 0.8746 |
127
+ | No log | 8.4444 | 152 | 0.6951 | 0.4789 | 0.6951 | 0.8337 |
128
+ | No log | 8.5556 | 154 | 0.6892 | 0.4281 | 0.6892 | 0.8302 |
129
+ | No log | 8.6667 | 156 | 0.7123 | 0.4421 | 0.7123 | 0.8440 |
130
+ | No log | 8.7778 | 158 | 0.7965 | 0.4114 | 0.7965 | 0.8925 |
131
+ | No log | 8.8889 | 160 | 0.8314 | 0.3538 | 0.8314 | 0.9118 |
132
+ | No log | 9.0 | 162 | 0.7374 | 0.3494 | 0.7374 | 0.8587 |
133
+ | No log | 9.1111 | 164 | 0.6828 | 0.3372 | 0.6828 | 0.8263 |
134
+ | No log | 9.2222 | 166 | 0.6484 | 0.3518 | 0.6484 | 0.8052 |
135
+ | No log | 9.3333 | 168 | 0.6817 | 0.2692 | 0.6817 | 0.8257 |
136
+ | No log | 9.4444 | 170 | 0.9137 | 0.3577 | 0.9137 | 0.9559 |
137
+ | No log | 9.5556 | 172 | 1.0300 | 0.3759 | 1.0300 | 1.0149 |
138
+ | No log | 9.6667 | 174 | 0.8104 | 0.4528 | 0.8104 | 0.9002 |
139
+ | No log | 9.7778 | 176 | 0.6698 | 0.4302 | 0.6698 | 0.8184 |
140
+ | No log | 9.8889 | 178 | 0.6122 | 0.4438 | 0.6122 | 0.7824 |
141
+ | No log | 10.0 | 180 | 0.6072 | 0.4419 | 0.6072 | 0.7792 |
142
+ | No log | 10.1111 | 182 | 0.6816 | 0.3843 | 0.6816 | 0.8256 |
143
+ | No log | 10.2222 | 184 | 0.6902 | 0.3843 | 0.6902 | 0.8308 |
144
+ | No log | 10.3333 | 186 | 0.6156 | 0.3942 | 0.6156 | 0.7846 |
145
+ | No log | 10.4444 | 188 | 0.6053 | 0.4257 | 0.6053 | 0.7780 |
146
+ | No log | 10.5556 | 190 | 0.6108 | 0.4470 | 0.6108 | 0.7816 |
147
+ | No log | 10.6667 | 192 | 0.6393 | 0.4397 | 0.6393 | 0.7996 |
148
+ | No log | 10.7778 | 194 | 0.7008 | 0.4408 | 0.7008 | 0.8371 |
149
+ | No log | 10.8889 | 196 | 0.6832 | 0.4227 | 0.6832 | 0.8265 |
150
+ | No log | 11.0 | 198 | 0.6195 | 0.5003 | 0.6195 | 0.7871 |
151
+ | No log | 11.1111 | 200 | 0.6175 | 0.4953 | 0.6175 | 0.7858 |
152
+ | No log | 11.2222 | 202 | 0.6515 | 0.3769 | 0.6515 | 0.8071 |
153
+ | No log | 11.3333 | 204 | 0.6763 | 0.3221 | 0.6763 | 0.8224 |
154
+ | No log | 11.4444 | 206 | 0.7074 | 0.3590 | 0.7074 | 0.8410 |
155
+ | No log | 11.5556 | 208 | 0.6205 | 0.4413 | 0.6205 | 0.7877 |
156
+ | No log | 11.6667 | 210 | 0.6035 | 0.4105 | 0.6035 | 0.7768 |
157
+ | No log | 11.7778 | 212 | 0.6114 | 0.4505 | 0.6114 | 0.7819 |
158
+ | No log | 11.8889 | 214 | 0.6267 | 0.4067 | 0.6267 | 0.7916 |
159
+ | No log | 12.0 | 216 | 0.6770 | 0.4036 | 0.6770 | 0.8228 |
160
+ | No log | 12.1111 | 218 | 0.6535 | 0.3891 | 0.6535 | 0.8084 |
161
+ | No log | 12.2222 | 220 | 0.6547 | 0.3441 | 0.6547 | 0.8092 |
162
+ | No log | 12.3333 | 222 | 0.6838 | 0.3842 | 0.6838 | 0.8269 |
163
+ | No log | 12.4444 | 224 | 0.7114 | 0.3936 | 0.7114 | 0.8435 |
164
+ | No log | 12.5556 | 226 | 0.6372 | 0.4358 | 0.6372 | 0.7982 |
165
+ | No log | 12.6667 | 228 | 0.6183 | 0.3964 | 0.6183 | 0.7863 |
166
+ | No log | 12.7778 | 230 | 0.6104 | 0.4768 | 0.6104 | 0.7813 |
167
+ | No log | 12.8889 | 232 | 0.6507 | 0.3287 | 0.6507 | 0.8067 |
168
+ | No log | 13.0 | 234 | 0.8082 | 0.3822 | 0.8082 | 0.8990 |
169
+ | No log | 13.1111 | 236 | 0.8165 | 0.3822 | 0.8165 | 0.9036 |
170
+ | No log | 13.2222 | 238 | 0.6693 | 0.3287 | 0.6693 | 0.8181 |
171
+ | No log | 13.3333 | 240 | 0.6292 | 0.4895 | 0.6292 | 0.7932 |
172
+ | No log | 13.4444 | 242 | 0.6215 | 0.3729 | 0.6215 | 0.7883 |
173
+ | No log | 13.5556 | 244 | 0.6260 | 0.3754 | 0.6260 | 0.7912 |
174
+ | No log | 13.6667 | 246 | 0.6185 | 0.4752 | 0.6185 | 0.7865 |
175
+ | No log | 13.7778 | 248 | 0.7082 | 0.3843 | 0.7082 | 0.8415 |
176
+ | No log | 13.8889 | 250 | 0.7596 | 0.4014 | 0.7596 | 0.8716 |
177
+ | No log | 14.0 | 252 | 0.7005 | 0.3677 | 0.7005 | 0.8369 |
178
+ | No log | 14.1111 | 254 | 0.6942 | 0.3700 | 0.6942 | 0.8332 |
179
+ | No log | 14.2222 | 256 | 0.6775 | 0.3640 | 0.6775 | 0.8231 |
180
+ | No log | 14.3333 | 258 | 0.6850 | 0.3640 | 0.6850 | 0.8277 |
181
+ | No log | 14.4444 | 260 | 0.7300 | 0.3843 | 0.7300 | 0.8544 |
182
+ | No log | 14.5556 | 262 | 0.7808 | 0.3770 | 0.7808 | 0.8836 |
183
+ | No log | 14.6667 | 264 | 0.7598 | 0.3770 | 0.7598 | 0.8717 |
184
+ | No log | 14.7778 | 266 | 0.7308 | 0.4036 | 0.7308 | 0.8548 |
185
+ | No log | 14.8889 | 268 | 0.7113 | 0.3590 | 0.7113 | 0.8434 |
186
+ | No log | 15.0 | 270 | 0.6728 | 0.4001 | 0.6728 | 0.8202 |
187
+ | No log | 15.1111 | 272 | 0.6569 | 0.4753 | 0.6569 | 0.8105 |
188
+ | No log | 15.2222 | 274 | 0.6452 | 0.4418 | 0.6452 | 0.8033 |
189
+ | No log | 15.3333 | 276 | 0.6295 | 0.4555 | 0.6295 | 0.7934 |
190
+ | No log | 15.4444 | 278 | 0.6298 | 0.4576 | 0.6298 | 0.7936 |
191
+ | No log | 15.5556 | 280 | 0.6352 | 0.4352 | 0.6352 | 0.7970 |
192
+ | No log | 15.6667 | 282 | 0.6679 | 0.4352 | 0.6679 | 0.8172 |
193
+ | No log | 15.7778 | 284 | 0.6677 | 0.3425 | 0.6677 | 0.8171 |
194
+ | No log | 15.8889 | 286 | 0.6444 | 0.4114 | 0.6444 | 0.8028 |
195
+ | No log | 16.0 | 288 | 0.6533 | 0.4285 | 0.6533 | 0.8083 |
196
+ | No log | 16.1111 | 290 | 0.6384 | 0.4285 | 0.6384 | 0.7990 |
197
+ | No log | 16.2222 | 292 | 0.6044 | 0.4222 | 0.6044 | 0.7775 |
198
+ | No log | 16.3333 | 294 | 0.7067 | 0.3732 | 0.7067 | 0.8407 |
199
+ | No log | 16.4444 | 296 | 0.7693 | 0.4038 | 0.7693 | 0.8771 |
200
+ | No log | 16.5556 | 298 | 0.6960 | 0.3195 | 0.6960 | 0.8343 |
201
+ | No log | 16.6667 | 300 | 0.5901 | 0.4610 | 0.5901 | 0.7682 |
202
+ | No log | 16.7778 | 302 | 0.5841 | 0.3889 | 0.5841 | 0.7643 |
203
+ | No log | 16.8889 | 304 | 0.5816 | 0.3808 | 0.5816 | 0.7626 |
204
+ | No log | 17.0 | 306 | 0.6157 | 0.4337 | 0.6157 | 0.7847 |
205
+ | No log | 17.1111 | 308 | 0.6658 | 0.3656 | 0.6658 | 0.8160 |
206
+ | No log | 17.2222 | 310 | 0.6569 | 0.3723 | 0.6569 | 0.8105 |
207
+ | No log | 17.3333 | 312 | 0.6295 | 0.4701 | 0.6295 | 0.7934 |
208
+ | No log | 17.4444 | 314 | 0.6422 | 0.4278 | 0.6422 | 0.8014 |
209
+ | No log | 17.5556 | 316 | 0.6885 | 0.3329 | 0.6885 | 0.8298 |
210
+ | No log | 17.6667 | 318 | 0.7451 | 0.3822 | 0.7451 | 0.8632 |
211
+ | No log | 17.7778 | 320 | 0.7703 | 0.3822 | 0.7703 | 0.8777 |
212
+ | No log | 17.8889 | 322 | 0.6907 | 0.3393 | 0.6907 | 0.8311 |
213
+ | No log | 18.0 | 324 | 0.6392 | 0.3603 | 0.6392 | 0.7995 |
214
+ | No log | 18.1111 | 326 | 0.6497 | 0.4068 | 0.6497 | 0.8061 |
215
+ | No log | 18.2222 | 328 | 0.6515 | 0.3691 | 0.6515 | 0.8072 |
216
+ | No log | 18.3333 | 330 | 0.6720 | 0.3401 | 0.6720 | 0.8197 |
217
+ | No log | 18.4444 | 332 | 0.7046 | 0.3590 | 0.7046 | 0.8394 |
218
+ | No log | 18.5556 | 334 | 0.6900 | 0.3482 | 0.6900 | 0.8307 |
219
+ | No log | 18.6667 | 336 | 0.6614 | 0.3554 | 0.6614 | 0.8132 |
220
+ | No log | 18.7778 | 338 | 0.6726 | 0.3554 | 0.6726 | 0.8201 |
221
+ | No log | 18.8889 | 340 | 0.6889 | 0.3489 | 0.6889 | 0.8300 |
222
+ | No log | 19.0 | 342 | 0.7312 | 0.3470 | 0.7312 | 0.8551 |
223
+ | No log | 19.1111 | 344 | 0.7399 | 0.3106 | 0.7399 | 0.8602 |
224
+ | No log | 19.2222 | 346 | 0.6791 | 0.3679 | 0.6791 | 0.8241 |
225
+ | No log | 19.3333 | 348 | 0.6630 | 0.3613 | 0.6630 | 0.8143 |
226
+ | No log | 19.4444 | 350 | 0.6351 | 0.4051 | 0.6351 | 0.7969 |
227
+ | No log | 19.5556 | 352 | 0.6185 | 0.4051 | 0.6185 | 0.7865 |
228
+ | No log | 19.6667 | 354 | 0.5994 | 0.4377 | 0.5994 | 0.7742 |
229
+ | No log | 19.7778 | 356 | 0.6163 | 0.3931 | 0.6163 | 0.7851 |
230
+ | No log | 19.8889 | 358 | 0.6339 | 0.4176 | 0.6339 | 0.7962 |
231
+ | No log | 20.0 | 360 | 0.6413 | 0.3971 | 0.6413 | 0.8008 |
232
+ | No log | 20.1111 | 362 | 0.6060 | 0.4176 | 0.6060 | 0.7785 |
233
+ | No log | 20.2222 | 364 | 0.6352 | 0.3971 | 0.6352 | 0.7970 |
234
+ | No log | 20.3333 | 366 | 0.7129 | 0.3669 | 0.7129 | 0.8443 |
235
+ | No log | 20.4444 | 368 | 0.7090 | 0.3463 | 0.7090 | 0.8420 |
236
+ | No log | 20.5556 | 370 | 0.6589 | 0.3732 | 0.6589 | 0.8117 |
237
+ | No log | 20.6667 | 372 | 0.6684 | 0.3248 | 0.6684 | 0.8175 |
238
+ | No log | 20.7778 | 374 | 0.6913 | 0.3615 | 0.6913 | 0.8315 |
239
+ | No log | 20.8889 | 376 | 0.7122 | 0.3032 | 0.7122 | 0.8439 |
240
+ | No log | 21.0 | 378 | 0.7435 | 0.3344 | 0.7435 | 0.8622 |
241
+ | No log | 21.1111 | 380 | 0.7156 | 0.3866 | 0.7156 | 0.8459 |
242
+ | No log | 21.2222 | 382 | 0.7177 | 0.3526 | 0.7177 | 0.8472 |
243
+ | No log | 21.3333 | 384 | 0.7230 | 0.3648 | 0.7230 | 0.8503 |
244
+ | No log | 21.4444 | 386 | 0.6521 | 0.4374 | 0.6521 | 0.8075 |
245
+ | No log | 21.5556 | 388 | 0.6092 | 0.4402 | 0.6092 | 0.7805 |
246
+ | No log | 21.6667 | 390 | 0.6060 | 0.4299 | 0.6060 | 0.7785 |
247
+ | No log | 21.7778 | 392 | 0.6071 | 0.4828 | 0.6071 | 0.7792 |
248
+ | No log | 21.8889 | 394 | 0.6769 | 0.3746 | 0.6769 | 0.8227 |
249
+ | No log | 22.0 | 396 | 0.8222 | 0.3688 | 0.8222 | 0.9068 |
250
+ | No log | 22.1111 | 398 | 0.8852 | 0.3403 | 0.8852 | 0.9409 |
251
+ | No log | 22.2222 | 400 | 0.7850 | 0.3520 | 0.7850 | 0.8860 |
252
+ | No log | 22.3333 | 402 | 0.6722 | 0.3121 | 0.6722 | 0.8199 |
253
+ | No log | 22.4444 | 404 | 0.6313 | 0.4378 | 0.6313 | 0.7945 |
254
+ | No log | 22.5556 | 406 | 0.6368 | 0.4659 | 0.6368 | 0.7980 |
255
+ | No log | 22.6667 | 408 | 0.6651 | 0.3458 | 0.6651 | 0.8156 |
256
+ | No log | 22.7778 | 410 | 0.8287 | 0.3679 | 0.8287 | 0.9103 |
257
+ | No log | 22.8889 | 412 | 0.9932 | 0.3936 | 0.9932 | 0.9966 |
258
+ | No log | 23.0 | 414 | 0.9294 | 0.4217 | 0.9294 | 0.9641 |
259
+ | No log | 23.1111 | 416 | 0.7734 | 0.4273 | 0.7734 | 0.8794 |
260
+ | No log | 23.2222 | 418 | 0.7099 | 0.3395 | 0.7099 | 0.8426 |
261
+ | No log | 23.3333 | 420 | 0.7055 | 0.3433 | 0.7055 | 0.8399 |
262
+ | No log | 23.4444 | 422 | 0.6746 | 0.3284 | 0.6746 | 0.8214 |
263
+ | No log | 23.5556 | 424 | 0.6675 | 0.3723 | 0.6675 | 0.8170 |
264
+ | No log | 23.6667 | 426 | 0.6870 | 0.3183 | 0.6870 | 0.8289 |
265
+ | No log | 23.7778 | 428 | 0.6729 | 0.3544 | 0.6729 | 0.8203 |
266
+ | No log | 23.8889 | 430 | 0.6605 | 0.3399 | 0.6605 | 0.8127 |
267
+ | No log | 24.0 | 432 | 0.6570 | 0.3545 | 0.6570 | 0.8105 |
268
+ | No log | 24.1111 | 434 | 0.6628 | 0.4212 | 0.6628 | 0.8141 |
269
+ | No log | 24.2222 | 436 | 0.6928 | 0.4212 | 0.6928 | 0.8323 |
270
+ | No log | 24.3333 | 438 | 0.8041 | 0.2892 | 0.8041 | 0.8967 |
271
+ | No log | 24.4444 | 440 | 0.9869 | 0.3284 | 0.9869 | 0.9934 |
272
+ | No log | 24.5556 | 442 | 0.9882 | 0.3233 | 0.9882 | 0.9941 |
273
+ | No log | 24.6667 | 444 | 0.9123 | 0.3650 | 0.9123 | 0.9551 |
274
+ | No log | 24.7778 | 446 | 0.8404 | 0.2934 | 0.8404 | 0.9167 |
275
+ | No log | 24.8889 | 448 | 0.7442 | 0.3256 | 0.7442 | 0.8627 |
276
+ | No log | 25.0 | 450 | 0.7011 | 0.3699 | 0.7011 | 0.8373 |
277
+ | No log | 25.1111 | 452 | 0.6625 | 0.3032 | 0.6625 | 0.8139 |
278
+ | No log | 25.2222 | 454 | 0.6148 | 0.4267 | 0.6148 | 0.7841 |
279
+ | No log | 25.3333 | 456 | 0.5909 | 0.4136 | 0.5909 | 0.7687 |
280
+ | No log | 25.4444 | 458 | 0.5871 | 0.4402 | 0.5871 | 0.7663 |
281
+ | No log | 25.5556 | 460 | 0.6003 | 0.4267 | 0.6003 | 0.7748 |
282
+ | No log | 25.6667 | 462 | 0.6486 | 0.3662 | 0.6486 | 0.8053 |
283
+ | No log | 25.7778 | 464 | 0.6899 | 0.3630 | 0.6899 | 0.8306 |
284
+ | No log | 25.8889 | 466 | 0.7124 | 0.3256 | 0.7124 | 0.8440 |
285
+ | No log | 26.0 | 468 | 0.7657 | 0.3134 | 0.7657 | 0.8750 |
286
+ | No log | 26.1111 | 470 | 0.7737 | 0.3456 | 0.7737 | 0.8796 |
287
+ | No log | 26.2222 | 472 | 0.7455 | 0.3609 | 0.7455 | 0.8634 |
288
+ | No log | 26.3333 | 474 | 0.7323 | 0.3409 | 0.7323 | 0.8558 |
289
+ | No log | 26.4444 | 476 | 0.7502 | 0.3344 | 0.7502 | 0.8662 |
290
+ | No log | 26.5556 | 478 | 0.7781 | 0.3194 | 0.7781 | 0.8821 |
291
+ | No log | 26.6667 | 480 | 0.7507 | 0.3256 | 0.7507 | 0.8664 |
292
+ | No log | 26.7778 | 482 | 0.7245 | 0.3169 | 0.7245 | 0.8512 |
293
+ | No log | 26.8889 | 484 | 0.7153 | 0.2967 | 0.7153 | 0.8458 |
294
+ | No log | 27.0 | 486 | 0.7006 | 0.3518 | 0.7006 | 0.8370 |
295
+ | No log | 27.1111 | 488 | 0.6734 | 0.3755 | 0.6734 | 0.8206 |
296
+ | No log | 27.2222 | 490 | 0.6435 | 0.3197 | 0.6435 | 0.8022 |
297
+ | No log | 27.3333 | 492 | 0.6308 | 0.3604 | 0.6308 | 0.7942 |
298
+ | No log | 27.4444 | 494 | 0.6292 | 0.3863 | 0.6292 | 0.7932 |
299
+ | No log | 27.5556 | 496 | 0.6318 | 0.4613 | 0.6318 | 0.7949 |
300
+ | No log | 27.6667 | 498 | 0.6398 | 0.3574 | 0.6398 | 0.7999 |
301
+ | 0.2746 | 27.7778 | 500 | 0.6658 | 0.4103 | 0.6658 | 0.8160 |
302
+ | 0.2746 | 27.8889 | 502 | 0.7796 | 0.3068 | 0.7796 | 0.8829 |
303
+ | 0.2746 | 28.0 | 504 | 0.8717 | 0.3403 | 0.8717 | 0.9337 |
304
+ | 0.2746 | 28.1111 | 506 | 0.8134 | 0.3274 | 0.8134 | 0.9019 |
305
+ | 0.2746 | 28.2222 | 508 | 0.7296 | 0.3001 | 0.7296 | 0.8542 |
306
+ | 0.2746 | 28.3333 | 510 | 0.6723 | 0.3769 | 0.6723 | 0.8200 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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