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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_task1_organization

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  1. README.md +353 -358
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
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_run3_AugV5_k1_task1_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_run3_AugV5_k1_task1_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: 0.9320
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- - Qwk: 0.6418
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- - Mse: 0.9320
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- - Rmse: 0.9654
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  ## Model description
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@@ -47,358 +47,353 @@ 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 | 0.2857 | 2 | 6.6592 | 0.0185 | 6.6592 | 2.5805 |
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- | No log | 0.5714 | 4 | 5.1973 | 0.0287 | 5.1973 | 2.2798 |
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- | No log | 0.8571 | 6 | 3.1873 | 0.0984 | 3.1873 | 1.7853 |
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- | No log | 1.1429 | 8 | 2.0180 | 0.2171 | 2.0180 | 1.4205 |
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- | No log | 1.4286 | 10 | 1.7525 | 0.1682 | 1.7525 | 1.3238 |
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- | No log | 1.7143 | 12 | 1.6009 | 0.1165 | 1.6009 | 1.2653 |
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- | No log | 2.0 | 14 | 1.8206 | 0.1132 | 1.8206 | 1.3493 |
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- | No log | 2.2857 | 16 | 1.8474 | 0.0962 | 1.8474 | 1.3592 |
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- | No log | 2.5714 | 18 | 1.8825 | 0.1538 | 1.8825 | 1.3721 |
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- | No log | 2.8571 | 20 | 1.6178 | 0.1165 | 1.6178 | 1.2719 |
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- | No log | 3.1429 | 22 | 1.2961 | 0.3419 | 1.2961 | 1.1385 |
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- | No log | 3.4286 | 24 | 1.4535 | 0.4444 | 1.4535 | 1.2056 |
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- | No log | 3.7143 | 26 | 1.1516 | 0.5354 | 1.1516 | 1.0731 |
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- | No log | 4.0 | 28 | 1.3182 | 0.4874 | 1.3182 | 1.1481 |
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- | No log | 4.2857 | 30 | 1.6375 | 0.1154 | 1.6375 | 1.2797 |
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- | No log | 4.5714 | 32 | 1.7115 | 0.1524 | 1.7115 | 1.3083 |
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- | No log | 4.8571 | 34 | 1.4984 | 0.1887 | 1.4984 | 1.2241 |
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- | No log | 5.1429 | 36 | 1.1839 | 0.375 | 1.1839 | 1.0881 |
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- | No log | 5.4286 | 38 | 1.0711 | 0.5085 | 1.0711 | 1.0349 |
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- | No log | 5.7143 | 40 | 1.0457 | 0.5333 | 1.0457 | 1.0226 |
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- | No log | 6.0 | 42 | 0.9896 | 0.5854 | 0.9896 | 0.9948 |
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- | No log | 6.2857 | 44 | 0.9620 | 0.5902 | 0.9620 | 0.9808 |
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- | No log | 6.5714 | 46 | 1.0162 | 0.5902 | 1.0162 | 1.0080 |
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- | No log | 6.8571 | 48 | 1.0103 | 0.4915 | 1.0103 | 1.0051 |
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- | No log | 7.1429 | 50 | 0.9423 | 0.6190 | 0.9423 | 0.9707 |
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- | No log | 7.4286 | 52 | 0.9232 | 0.6047 | 0.9232 | 0.9609 |
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- | No log | 7.7143 | 54 | 1.0996 | 0.5625 | 1.0996 | 1.0486 |
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- | No log | 8.0 | 56 | 1.0529 | 0.5512 | 1.0529 | 1.0261 |
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- | No log | 8.2857 | 58 | 0.9095 | 0.6769 | 0.9095 | 0.9537 |
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- | No log | 8.5714 | 60 | 0.9610 | 0.5827 | 0.9610 | 0.9803 |
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- | No log | 8.8571 | 62 | 0.9984 | 0.5556 | 0.9984 | 0.9992 |
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- | No log | 9.1429 | 64 | 1.0286 | 0.6222 | 1.0286 | 1.0142 |
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- | No log | 9.4286 | 66 | 1.0672 | 0.5985 | 1.0672 | 1.0331 |
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- | No log | 9.7143 | 68 | 0.8640 | 0.6803 | 0.8640 | 0.9295 |
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- | No log | 10.0 | 70 | 0.7272 | 0.7050 | 0.7272 | 0.8527 |
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- | No log | 10.2857 | 72 | 0.7849 | 0.6950 | 0.7849 | 0.8859 |
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- | No log | 10.5714 | 74 | 1.0028 | 0.5344 | 1.0028 | 1.0014 |
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- | No log | 10.8571 | 76 | 1.1499 | 0.5197 | 1.1499 | 1.0723 |
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- | No log | 11.1429 | 78 | 1.0626 | 0.5581 | 1.0626 | 1.0308 |
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- | No log | 11.4286 | 80 | 0.8876 | 0.6131 | 0.8876 | 0.9421 |
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- | No log | 11.7143 | 82 | 0.7657 | 0.7133 | 0.7657 | 0.8750 |
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- | No log | 12.0 | 84 | 0.7879 | 0.7133 | 0.7879 | 0.8876 |
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- | No log | 12.2857 | 86 | 0.8311 | 0.6795 | 0.8311 | 0.9116 |
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- | No log | 12.5714 | 88 | 0.8520 | 0.6788 | 0.8520 | 0.9230 |
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- | No log | 12.8571 | 90 | 0.7750 | 0.7226 | 0.7750 | 0.8803 |
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- | No log | 13.1429 | 92 | 0.7215 | 0.7338 | 0.7215 | 0.8494 |
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- | No log | 13.4286 | 94 | 0.7552 | 0.7194 | 0.7552 | 0.8690 |
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- | No log | 13.7143 | 96 | 0.7993 | 0.6567 | 0.7993 | 0.8941 |
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- | No log | 14.0 | 98 | 0.9632 | 0.6410 | 0.9632 | 0.9814 |
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- | No log | 14.2857 | 100 | 1.0407 | 0.6194 | 1.0407 | 1.0201 |
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- | No log | 14.5714 | 102 | 0.9811 | 0.5946 | 0.9811 | 0.9905 |
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- | No log | 14.8571 | 104 | 0.8416 | 0.6970 | 0.8416 | 0.9174 |
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- | No log | 15.1429 | 106 | 0.8209 | 0.7463 | 0.8209 | 0.9060 |
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- | No log | 15.4286 | 108 | 0.8370 | 0.6222 | 0.8370 | 0.9149 |
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- | No log | 15.7143 | 110 | 0.8093 | 0.6667 | 0.8093 | 0.8996 |
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- | No log | 16.0 | 112 | 0.7778 | 0.7273 | 0.7778 | 0.8819 |
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- | No log | 16.2857 | 114 | 0.7780 | 0.7211 | 0.7780 | 0.8821 |
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- | No log | 16.5714 | 116 | 0.7789 | 0.7211 | 0.7789 | 0.8826 |
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- | No log | 16.8571 | 118 | 0.7706 | 0.6857 | 0.7706 | 0.8778 |
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- | No log | 17.1429 | 120 | 0.7815 | 0.6857 | 0.7815 | 0.8840 |
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- | No log | 17.4286 | 122 | 0.9001 | 0.6122 | 0.9001 | 0.9487 |
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- | No log | 17.7143 | 124 | 0.8490 | 0.6483 | 0.8490 | 0.9214 |
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- | No log | 18.0 | 126 | 0.7334 | 0.7015 | 0.7334 | 0.8564 |
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- | No log | 18.2857 | 128 | 0.6963 | 0.7463 | 0.6963 | 0.8344 |
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- | No log | 18.5714 | 130 | 0.7209 | 0.7153 | 0.7209 | 0.8491 |
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- | No log | 18.8571 | 132 | 0.9322 | 0.6536 | 0.9322 | 0.9655 |
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- | No log | 19.1429 | 134 | 1.0383 | 0.6536 | 1.0383 | 1.0190 |
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- | No log | 19.4286 | 136 | 0.9184 | 0.6806 | 0.9184 | 0.9583 |
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- | No log | 19.7143 | 138 | 0.7653 | 0.6917 | 0.7653 | 0.8748 |
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- | No log | 20.0 | 140 | 0.7210 | 0.7273 | 0.7210 | 0.8491 |
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- | No log | 20.2857 | 142 | 0.6916 | 0.7273 | 0.6916 | 0.8316 |
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- | No log | 20.5714 | 144 | 0.6839 | 0.7429 | 0.6839 | 0.8270 |
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- | No log | 20.8571 | 146 | 0.9933 | 0.6753 | 0.9933 | 0.9966 |
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- | No log | 21.1429 | 148 | 1.2759 | 0.56 | 1.2759 | 1.1296 |
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- | No log | 21.4286 | 150 | 1.2366 | 0.5385 | 1.2366 | 1.1120 |
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- | No log | 21.7143 | 152 | 1.1668 | 0.5669 | 1.1668 | 1.0802 |
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- | No log | 22.0 | 154 | 1.1127 | 0.6061 | 1.1127 | 1.0548 |
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- | No log | 22.2857 | 156 | 1.0748 | 0.6 | 1.0748 | 1.0367 |
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- | No log | 22.5714 | 158 | 0.9821 | 0.6286 | 0.9821 | 0.9910 |
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- | No log | 22.8571 | 160 | 0.9024 | 0.7143 | 0.9024 | 0.9499 |
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- | No log | 23.1429 | 162 | 0.8815 | 0.7042 | 0.8815 | 0.9389 |
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- | No log | 23.4286 | 164 | 0.8614 | 0.7042 | 0.8614 | 0.9281 |
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- | No log | 23.7143 | 166 | 0.9571 | 0.6389 | 0.9571 | 0.9783 |
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- | No log | 24.0 | 168 | 1.0741 | 0.6301 | 1.0741 | 1.0364 |
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- | No log | 24.2857 | 170 | 1.0347 | 0.5909 | 1.0347 | 1.0172 |
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- | No log | 24.5714 | 172 | 0.9764 | 0.6165 | 0.9764 | 0.9881 |
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- | No log | 24.8571 | 174 | 0.9385 | 0.6212 | 0.9385 | 0.9688 |
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- | No log | 25.1429 | 176 | 0.9086 | 0.6418 | 0.9086 | 0.9532 |
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- | No log | 25.4286 | 178 | 0.9830 | 0.6 | 0.9830 | 0.9914 |
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- | No log | 25.7143 | 180 | 0.9898 | 0.6154 | 0.9898 | 0.9949 |
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- | No log | 26.0 | 182 | 0.9229 | 0.6456 | 0.9229 | 0.9607 |
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- | No log | 26.2857 | 184 | 0.7623 | 0.6962 | 0.7623 | 0.8731 |
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- | No log | 26.5714 | 186 | 0.7464 | 0.7 | 0.7464 | 0.8639 |
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- | No log | 26.8571 | 188 | 0.6802 | 0.7483 | 0.6802 | 0.8247 |
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- | No log | 27.1429 | 190 | 0.6813 | 0.7413 | 0.6813 | 0.8254 |
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- | No log | 27.4286 | 192 | 0.7639 | 0.6806 | 0.7639 | 0.8740 |
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- | No log | 27.7143 | 194 | 0.9208 | 0.6338 | 0.9208 | 0.9596 |
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- | No log | 28.0 | 196 | 1.0989 | 0.6364 | 1.0989 | 1.0483 |
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- | No log | 28.2857 | 198 | 1.1073 | 0.6069 | 1.1073 | 1.0523 |
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- | No log | 28.5714 | 200 | 1.0373 | 0.6 | 1.0373 | 1.0185 |
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- | No log | 28.8571 | 202 | 0.9754 | 0.6165 | 0.9754 | 0.9876 |
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- | No log | 29.1429 | 204 | 0.9729 | 0.6043 | 0.9729 | 0.9864 |
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- | No log | 29.4286 | 206 | 0.9874 | 0.5857 | 0.9874 | 0.9937 |
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- | No log | 29.7143 | 208 | 0.9364 | 0.6099 | 0.9364 | 0.9677 |
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- | No log | 30.0 | 210 | 0.8793 | 0.6667 | 0.8793 | 0.9377 |
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- | No log | 30.2857 | 212 | 0.8347 | 0.6906 | 0.8347 | 0.9136 |
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- | No log | 30.5714 | 214 | 0.8424 | 0.6906 | 0.8424 | 0.9178 |
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- | No log | 30.8571 | 216 | 0.8990 | 0.6338 | 0.8990 | 0.9482 |
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- | No log | 31.1429 | 218 | 1.0225 | 0.6122 | 1.0225 | 1.0112 |
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- | No log | 31.4286 | 220 | 1.1821 | 0.6585 | 1.1821 | 1.0872 |
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- | No log | 31.7143 | 222 | 1.1596 | 0.6108 | 1.1596 | 1.0768 |
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- | No log | 32.0 | 224 | 0.9599 | 0.6405 | 0.9599 | 0.9797 |
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- | No log | 32.2857 | 226 | 0.7474 | 0.6912 | 0.7474 | 0.8645 |
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- | No log | 32.5714 | 228 | 0.7079 | 0.7007 | 0.7079 | 0.8414 |
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- | No log | 32.8571 | 230 | 0.7182 | 0.6963 | 0.7182 | 0.8474 |
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- | No log | 33.1429 | 232 | 0.8029 | 0.6479 | 0.8029 | 0.8961 |
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- | No log | 33.4286 | 234 | 1.0364 | 0.6174 | 1.0364 | 1.0180 |
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- | No log | 33.7143 | 236 | 1.1465 | 0.5931 | 1.1465 | 1.0707 |
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- | No log | 34.0 | 238 | 1.1653 | 0.5942 | 1.1653 | 1.0795 |
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- | No log | 34.2857 | 240 | 1.1230 | 0.5909 | 1.1230 | 1.0597 |
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- | No log | 34.5714 | 242 | 1.0916 | 0.5600 | 1.0916 | 1.0448 |
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- | No log | 34.8571 | 244 | 1.0173 | 0.5556 | 1.0173 | 1.0086 |
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- | No log | 35.1429 | 246 | 0.9619 | 0.6277 | 0.9619 | 0.9808 |
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- | No log | 35.4286 | 248 | 1.0254 | 0.6122 | 1.0254 | 1.0126 |
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- | No log | 35.7143 | 250 | 1.1546 | 0.6296 | 1.1546 | 1.0745 |
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- | No log | 36.0 | 252 | 1.1408 | 0.5875 | 1.1408 | 1.0681 |
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- | No log | 36.2857 | 254 | 1.0859 | 0.5921 | 1.0859 | 1.0421 |
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- | No log | 36.5714 | 256 | 0.9604 | 0.6187 | 0.9604 | 0.9800 |
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- | No log | 36.8571 | 258 | 0.8530 | 0.6901 | 0.8530 | 0.9236 |
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- | No log | 37.1429 | 260 | 0.8278 | 0.6857 | 0.8278 | 0.9099 |
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- | No log | 37.4286 | 262 | 0.9014 | 0.6667 | 0.9014 | 0.9494 |
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- | No log | 37.7143 | 264 | 1.0414 | 0.5755 | 1.0414 | 1.0205 |
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- | No log | 38.0 | 266 | 1.1652 | 0.5755 | 1.1652 | 1.0794 |
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- | No log | 38.2857 | 268 | 1.1901 | 0.5652 | 1.1901 | 1.0909 |
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- | No log | 38.5714 | 270 | 1.1462 | 0.5926 | 1.1462 | 1.0706 |
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- | No log | 38.8571 | 272 | 1.1111 | 0.5926 | 1.1111 | 1.0541 |
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- | No log | 39.1429 | 274 | 1.1008 | 0.6176 | 1.1008 | 1.0492 |
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- | No log | 39.4286 | 276 | 1.1281 | 0.5957 | 1.1281 | 1.0621 |
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- | No log | 39.7143 | 278 | 1.1062 | 0.6111 | 1.1062 | 1.0518 |
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- | No log | 40.0 | 280 | 1.0309 | 0.6143 | 1.0309 | 1.0153 |
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- | No log | 40.2857 | 282 | 1.0283 | 0.6107 | 1.0283 | 1.0141 |
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- | No log | 40.5714 | 284 | 1.0246 | 0.6 | 1.0246 | 1.0122 |
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- | No log | 40.8571 | 286 | 1.0509 | 0.5846 | 1.0509 | 1.0251 |
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- | No log | 41.1429 | 288 | 1.1315 | 0.6143 | 1.1315 | 1.0637 |
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- | No log | 41.4286 | 290 | 1.2475 | 0.5906 | 1.2475 | 1.1169 |
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- | No log | 41.7143 | 292 | 1.2377 | 0.6234 | 1.2377 | 1.1125 |
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- | No log | 42.0 | 294 | 1.1015 | 0.6216 | 1.1015 | 1.0495 |
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- | No log | 42.2857 | 296 | 0.9439 | 0.6619 | 0.9439 | 0.9715 |
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- | No log | 42.5714 | 298 | 0.8920 | 0.6716 | 0.8920 | 0.9445 |
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- | No log | 42.8571 | 300 | 0.9206 | 0.6308 | 0.9206 | 0.9595 |
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- | No log | 43.1429 | 302 | 0.9972 | 0.6308 | 0.9972 | 0.9986 |
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- | No log | 43.4286 | 304 | 1.1167 | 0.5957 | 1.1167 | 1.0567 |
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- | No log | 43.7143 | 306 | 1.2029 | 0.5775 | 1.2029 | 1.0968 |
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- | No log | 44.0 | 308 | 1.2026 | 0.5775 | 1.2026 | 1.0966 |
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- | No log | 44.2857 | 310 | 1.1056 | 0.6056 | 1.1056 | 1.0515 |
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- | No log | 44.5714 | 312 | 0.9835 | 0.6466 | 0.9835 | 0.9917 |
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- | No log | 44.8571 | 314 | 0.9378 | 0.6466 | 0.9378 | 0.9684 |
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- | No log | 45.1429 | 316 | 0.9458 | 0.6466 | 0.9458 | 0.9725 |
210
- | No log | 45.4286 | 318 | 0.9911 | 0.6324 | 0.9911 | 0.9955 |
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- | No log | 45.7143 | 320 | 1.0933 | 0.6154 | 1.0933 | 1.0456 |
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- | No log | 46.0 | 322 | 1.2242 | 0.5946 | 1.2242 | 1.1064 |
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- | No log | 46.2857 | 324 | 1.2680 | 0.5676 | 1.2680 | 1.1260 |
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- | No log | 46.5714 | 326 | 1.2045 | 0.5793 | 1.2045 | 1.0975 |
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- | No log | 46.8571 | 328 | 1.0829 | 0.6131 | 1.0829 | 1.0406 |
216
- | No log | 47.1429 | 330 | 0.9656 | 0.6466 | 0.9656 | 0.9827 |
217
- | No log | 47.4286 | 332 | 0.8958 | 0.6917 | 0.8958 | 0.9465 |
218
- | No log | 47.7143 | 334 | 0.8956 | 0.6767 | 0.8956 | 0.9464 |
219
- | No log | 48.0 | 336 | 0.9348 | 0.6565 | 0.9348 | 0.9669 |
220
- | No log | 48.2857 | 338 | 0.9998 | 0.6308 | 0.9998 | 0.9999 |
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- | No log | 48.5714 | 340 | 1.1065 | 0.6015 | 1.1065 | 1.0519 |
222
- | No log | 48.8571 | 342 | 1.2468 | 0.5857 | 1.2468 | 1.1166 |
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- | No log | 49.1429 | 344 | 1.2954 | 0.5517 | 1.2954 | 1.1382 |
224
- | No log | 49.4286 | 346 | 1.2502 | 0.5734 | 1.2502 | 1.1181 |
225
- | No log | 49.7143 | 348 | 1.1397 | 0.6143 | 1.1397 | 1.0676 |
226
- | No log | 50.0 | 350 | 1.0343 | 0.6269 | 1.0343 | 1.0170 |
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- | No log | 50.2857 | 352 | 0.9729 | 0.6466 | 0.9729 | 0.9864 |
228
- | No log | 50.5714 | 354 | 0.9261 | 0.6466 | 0.9261 | 0.9623 |
229
- | No log | 50.8571 | 356 | 0.9142 | 0.6466 | 0.9142 | 0.9561 |
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- | No log | 51.1429 | 358 | 0.9611 | 0.6429 | 0.9611 | 0.9803 |
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- | No log | 51.4286 | 360 | 1.0434 | 0.6429 | 1.0434 | 1.0215 |
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- | No log | 51.7143 | 362 | 1.0754 | 0.6241 | 1.0754 | 1.0370 |
233
- | No log | 52.0 | 364 | 1.0407 | 0.6525 | 1.0407 | 1.0202 |
234
- | No log | 52.2857 | 366 | 0.9916 | 0.6269 | 0.9916 | 0.9958 |
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- | No log | 52.5714 | 368 | 0.9860 | 0.6269 | 0.9860 | 0.9930 |
236
- | No log | 52.8571 | 370 | 0.9813 | 0.6269 | 0.9813 | 0.9906 |
237
- | No log | 53.1429 | 372 | 0.9777 | 0.6269 | 0.9777 | 0.9888 |
238
- | No log | 53.4286 | 374 | 1.0140 | 0.6269 | 1.0140 | 1.0070 |
239
- | No log | 53.7143 | 376 | 1.0650 | 0.6383 | 1.0650 | 1.0320 |
240
- | No log | 54.0 | 378 | 1.1159 | 0.5986 | 1.1159 | 1.0563 |
241
- | No log | 54.2857 | 380 | 1.0929 | 0.6027 | 1.0929 | 1.0454 |
242
- | No log | 54.5714 | 382 | 1.0324 | 0.6143 | 1.0324 | 1.0161 |
243
- | No log | 54.8571 | 384 | 0.9614 | 0.6812 | 0.9614 | 0.9805 |
244
- | No log | 55.1429 | 386 | 0.9316 | 0.6812 | 0.9316 | 0.9652 |
245
- | No log | 55.4286 | 388 | 0.9384 | 0.6812 | 0.9384 | 0.9687 |
246
- | No log | 55.7143 | 390 | 0.9764 | 0.6187 | 0.9764 | 0.9881 |
247
- | No log | 56.0 | 392 | 0.9894 | 0.6187 | 0.9894 | 0.9947 |
248
- | No log | 56.2857 | 394 | 0.9927 | 0.6301 | 0.9927 | 0.9964 |
249
- | No log | 56.5714 | 396 | 0.9553 | 0.6667 | 0.9553 | 0.9774 |
250
- | No log | 56.8571 | 398 | 0.9344 | 0.6667 | 0.9344 | 0.9667 |
251
- | No log | 57.1429 | 400 | 0.9399 | 0.6531 | 0.9399 | 0.9695 |
252
- | No log | 57.4286 | 402 | 0.9125 | 0.6621 | 0.9125 | 0.9553 |
253
- | No log | 57.7143 | 404 | 0.8801 | 0.6619 | 0.8801 | 0.9381 |
254
- | No log | 58.0 | 406 | 0.8861 | 0.6619 | 0.8861 | 0.9414 |
255
- | No log | 58.2857 | 408 | 0.9114 | 0.6619 | 0.9114 | 0.9547 |
256
- | No log | 58.5714 | 410 | 0.9522 | 0.6619 | 0.9522 | 0.9758 |
257
- | No log | 58.8571 | 412 | 0.9631 | 0.6619 | 0.9631 | 0.9814 |
258
- | No log | 59.1429 | 414 | 1.0142 | 0.6475 | 1.0142 | 1.0071 |
259
- | No log | 59.4286 | 416 | 1.0593 | 0.6187 | 1.0593 | 1.0292 |
260
- | No log | 59.7143 | 418 | 1.0700 | 0.6187 | 1.0700 | 1.0344 |
261
- | No log | 60.0 | 420 | 1.0568 | 0.6187 | 1.0568 | 1.0280 |
262
- | No log | 60.2857 | 422 | 1.0404 | 0.6119 | 1.0404 | 1.0200 |
263
- | No log | 60.5714 | 424 | 1.0463 | 0.6015 | 1.0463 | 1.0229 |
264
- | No log | 60.8571 | 426 | 1.0419 | 0.6015 | 1.0419 | 1.0207 |
265
- | No log | 61.1429 | 428 | 1.0037 | 0.6119 | 1.0037 | 1.0018 |
266
- | No log | 61.4286 | 430 | 0.9907 | 0.6286 | 0.9907 | 0.9953 |
267
- | No log | 61.7143 | 432 | 0.9841 | 0.6286 | 0.9841 | 0.9920 |
268
- | No log | 62.0 | 434 | 0.9807 | 0.6154 | 0.9807 | 0.9903 |
269
- | No log | 62.2857 | 436 | 0.9374 | 0.6389 | 0.9374 | 0.9682 |
270
- | No log | 62.5714 | 438 | 0.8905 | 0.6294 | 0.8905 | 0.9437 |
271
- | No log | 62.8571 | 440 | 0.8472 | 0.6667 | 0.8472 | 0.9204 |
272
- | No log | 63.1429 | 442 | 0.8287 | 0.6667 | 0.8287 | 0.9103 |
273
- | No log | 63.4286 | 444 | 0.8277 | 0.6912 | 0.8277 | 0.9098 |
274
- | No log | 63.7143 | 446 | 0.8562 | 0.6912 | 0.8562 | 0.9253 |
275
- | No log | 64.0 | 448 | 0.9079 | 0.6716 | 0.9079 | 0.9529 |
276
- | No log | 64.2857 | 450 | 0.9661 | 0.6324 | 0.9661 | 0.9829 |
277
- | No log | 64.5714 | 452 | 1.0405 | 0.5899 | 1.0405 | 1.0201 |
278
- | No log | 64.8571 | 454 | 1.0805 | 0.6131 | 1.0805 | 1.0395 |
279
- | No log | 65.1429 | 456 | 1.0791 | 0.6074 | 1.0791 | 1.0388 |
280
- | No log | 65.4286 | 458 | 1.0435 | 0.6269 | 1.0435 | 1.0215 |
281
- | No log | 65.7143 | 460 | 1.0240 | 0.6269 | 1.0240 | 1.0119 |
282
- | No log | 66.0 | 462 | 1.0086 | 0.6269 | 1.0086 | 1.0043 |
283
- | No log | 66.2857 | 464 | 0.9900 | 0.6269 | 0.9900 | 0.9950 |
284
- | No log | 66.5714 | 466 | 0.9403 | 0.6466 | 0.9403 | 0.9697 |
285
- | No log | 66.8571 | 468 | 0.9229 | 0.6466 | 0.9229 | 0.9607 |
286
- | No log | 67.1429 | 470 | 0.9060 | 0.6466 | 0.9060 | 0.9518 |
287
- | No log | 67.4286 | 472 | 0.8957 | 0.6716 | 0.8957 | 0.9464 |
288
- | No log | 67.7143 | 474 | 0.8945 | 0.6715 | 0.8945 | 0.9458 |
289
- | No log | 68.0 | 476 | 0.9018 | 0.6715 | 0.9018 | 0.9496 |
290
- | No log | 68.2857 | 478 | 0.9262 | 0.6143 | 0.9262 | 0.9624 |
291
- | No log | 68.5714 | 480 | 0.9388 | 0.6143 | 0.9388 | 0.9689 |
292
- | No log | 68.8571 | 482 | 0.9254 | 0.6383 | 0.9254 | 0.9620 |
293
- | No log | 69.1429 | 484 | 0.8927 | 0.6715 | 0.8927 | 0.9448 |
294
- | No log | 69.4286 | 486 | 0.8672 | 0.6617 | 0.8672 | 0.9312 |
295
- | No log | 69.7143 | 488 | 0.8622 | 0.6364 | 0.8622 | 0.9285 |
296
- | No log | 70.0 | 490 | 0.8707 | 0.6364 | 0.8707 | 0.9331 |
297
- | No log | 70.2857 | 492 | 0.8906 | 0.6364 | 0.8906 | 0.9437 |
298
- | No log | 70.5714 | 494 | 0.9341 | 0.6519 | 0.9341 | 0.9665 |
299
- | No log | 70.8571 | 496 | 0.9956 | 0.6269 | 0.9956 | 0.9978 |
300
- | No log | 71.1429 | 498 | 1.0200 | 0.6165 | 1.0200 | 1.0100 |
301
- | 0.2472 | 71.4286 | 500 | 1.0253 | 0.5909 | 1.0253 | 1.0126 |
302
- | 0.2472 | 71.7143 | 502 | 1.0043 | 0.6015 | 1.0043 | 1.0021 |
303
- | 0.2472 | 72.0 | 504 | 0.9658 | 0.6269 | 0.9658 | 0.9827 |
304
- | 0.2472 | 72.2857 | 506 | 0.9510 | 0.6269 | 0.9510 | 0.9752 |
305
- | 0.2472 | 72.5714 | 508 | 0.9260 | 0.6716 | 0.9260 | 0.9623 |
306
- | 0.2472 | 72.8571 | 510 | 0.9081 | 0.6917 | 0.9081 | 0.9529 |
307
- | 0.2472 | 73.1429 | 512 | 0.8873 | 0.6917 | 0.8873 | 0.9420 |
308
- | 0.2472 | 73.4286 | 514 | 0.8797 | 0.6917 | 0.8797 | 0.9379 |
309
- | 0.2472 | 73.7143 | 516 | 0.8654 | 0.6917 | 0.8654 | 0.9302 |
310
- | 0.2472 | 74.0 | 518 | 0.8590 | 0.6917 | 0.8590 | 0.9268 |
311
- | 0.2472 | 74.2857 | 520 | 0.8685 | 0.6917 | 0.8685 | 0.9319 |
312
- | 0.2472 | 74.5714 | 522 | 0.8820 | 0.6917 | 0.8820 | 0.9391 |
313
- | 0.2472 | 74.8571 | 524 | 0.8936 | 0.6917 | 0.8936 | 0.9453 |
314
- | 0.2472 | 75.1429 | 526 | 0.8983 | 0.6917 | 0.8983 | 0.9478 |
315
- | 0.2472 | 75.4286 | 528 | 0.9229 | 0.6667 | 0.9229 | 0.9607 |
316
- | 0.2472 | 75.7143 | 530 | 0.9576 | 0.6316 | 0.9576 | 0.9786 |
317
- | 0.2472 | 76.0 | 532 | 0.9919 | 0.6164 | 0.9919 | 0.9959 |
318
- | 0.2472 | 76.2857 | 534 | 1.0145 | 0.6164 | 1.0145 | 1.0072 |
319
- | 0.2472 | 76.5714 | 536 | 1.0158 | 0.6345 | 1.0158 | 1.0079 |
320
- | 0.2472 | 76.8571 | 538 | 0.9870 | 0.6345 | 0.9870 | 0.9935 |
321
- | 0.2472 | 77.1429 | 540 | 0.9524 | 0.6429 | 0.9524 | 0.9759 |
322
- | 0.2472 | 77.4286 | 542 | 0.9523 | 0.6418 | 0.9523 | 0.9759 |
323
- | 0.2472 | 77.7143 | 544 | 0.9460 | 0.6418 | 0.9460 | 0.9726 |
324
- | 0.2472 | 78.0 | 546 | 0.9485 | 0.6418 | 0.9485 | 0.9739 |
325
- | 0.2472 | 78.2857 | 548 | 0.9432 | 0.6667 | 0.9432 | 0.9712 |
326
- | 0.2472 | 78.5714 | 550 | 0.9466 | 0.6667 | 0.9466 | 0.9729 |
327
- | 0.2472 | 78.8571 | 552 | 0.9579 | 0.6412 | 0.9579 | 0.9787 |
328
- | 0.2472 | 79.1429 | 554 | 0.9640 | 0.6412 | 0.9640 | 0.9818 |
329
- | 0.2472 | 79.4286 | 556 | 0.9616 | 0.6412 | 0.9616 | 0.9806 |
330
- | 0.2472 | 79.7143 | 558 | 0.9496 | 0.6412 | 0.9496 | 0.9745 |
331
- | 0.2472 | 80.0 | 560 | 0.9438 | 0.6466 | 0.9438 | 0.9715 |
332
- | 0.2472 | 80.2857 | 562 | 0.9330 | 0.6667 | 0.9330 | 0.9659 |
333
- | 0.2472 | 80.5714 | 564 | 0.9394 | 0.6466 | 0.9394 | 0.9692 |
334
- | 0.2472 | 80.8571 | 566 | 0.9528 | 0.6222 | 0.9528 | 0.9761 |
335
- | 0.2472 | 81.1429 | 568 | 0.9470 | 0.6418 | 0.9470 | 0.9732 |
336
- | 0.2472 | 81.4286 | 570 | 0.9323 | 0.6667 | 0.9323 | 0.9656 |
337
- | 0.2472 | 81.7143 | 572 | 0.9091 | 0.6667 | 0.9091 | 0.9535 |
338
- | 0.2472 | 82.0 | 574 | 0.8944 | 0.6667 | 0.8944 | 0.9458 |
339
- | 0.2472 | 82.2857 | 576 | 0.8850 | 0.7015 | 0.8850 | 0.9407 |
340
- | 0.2472 | 82.5714 | 578 | 0.8873 | 0.6917 | 0.8873 | 0.9420 |
341
- | 0.2472 | 82.8571 | 580 | 0.8987 | 0.6667 | 0.8987 | 0.9480 |
342
- | 0.2472 | 83.1429 | 582 | 0.9236 | 0.6619 | 0.9236 | 0.9610 |
343
- | 0.2472 | 83.4286 | 584 | 0.9398 | 0.6475 | 0.9398 | 0.9694 |
344
- | 0.2472 | 83.7143 | 586 | 0.9455 | 0.6475 | 0.9455 | 0.9724 |
345
- | 0.2472 | 84.0 | 588 | 0.9460 | 0.6475 | 0.9460 | 0.9726 |
346
- | 0.2472 | 84.2857 | 590 | 0.9552 | 0.6475 | 0.9552 | 0.9773 |
347
- | 0.2472 | 84.5714 | 592 | 0.9611 | 0.6475 | 0.9611 | 0.9804 |
348
- | 0.2472 | 84.8571 | 594 | 0.9512 | 0.6377 | 0.9512 | 0.9753 |
349
- | 0.2472 | 85.1429 | 596 | 0.9290 | 0.6466 | 0.9290 | 0.9638 |
350
- | 0.2472 | 85.4286 | 598 | 0.9095 | 0.6667 | 0.9095 | 0.9537 |
351
- | 0.2472 | 85.7143 | 600 | 0.8993 | 0.6667 | 0.8993 | 0.9483 |
352
- | 0.2472 | 86.0 | 602 | 0.8981 | 0.6667 | 0.8981 | 0.9477 |
353
- | 0.2472 | 86.2857 | 604 | 0.9025 | 0.6667 | 0.9025 | 0.9500 |
354
- | 0.2472 | 86.5714 | 606 | 0.9075 | 0.6667 | 0.9075 | 0.9526 |
355
- | 0.2472 | 86.8571 | 608 | 0.9127 | 0.6667 | 0.9127 | 0.9554 |
356
- | 0.2472 | 87.1429 | 610 | 0.9271 | 0.6667 | 0.9271 | 0.9629 |
357
- | 0.2472 | 87.4286 | 612 | 0.9349 | 0.6667 | 0.9349 | 0.9669 |
358
- | 0.2472 | 87.7143 | 614 | 0.9388 | 0.6412 | 0.9388 | 0.9689 |
359
- | 0.2472 | 88.0 | 616 | 0.9438 | 0.6412 | 0.9438 | 0.9715 |
360
- | 0.2472 | 88.2857 | 618 | 0.9417 | 0.6412 | 0.9417 | 0.9704 |
361
- | 0.2472 | 88.5714 | 620 | 0.9402 | 0.6212 | 0.9402 | 0.9696 |
362
- | 0.2472 | 88.8571 | 622 | 0.9439 | 0.6377 | 0.9439 | 0.9716 |
363
- | 0.2472 | 89.1429 | 624 | 0.9506 | 0.6377 | 0.9506 | 0.9750 |
364
- | 0.2472 | 89.4286 | 626 | 0.9485 | 0.6377 | 0.9485 | 0.9739 |
365
- | 0.2472 | 89.7143 | 628 | 0.9397 | 0.6222 | 0.9397 | 0.9694 |
366
- | 0.2472 | 90.0 | 630 | 0.9323 | 0.6412 | 0.9323 | 0.9655 |
367
- | 0.2472 | 90.2857 | 632 | 0.9265 | 0.6412 | 0.9265 | 0.9626 |
368
- | 0.2472 | 90.5714 | 634 | 0.9268 | 0.6412 | 0.9268 | 0.9627 |
369
- | 0.2472 | 90.8571 | 636 | 0.9239 | 0.6412 | 0.9239 | 0.9612 |
370
- | 0.2472 | 91.1429 | 638 | 0.9209 | 0.6412 | 0.9209 | 0.9596 |
371
- | 0.2472 | 91.4286 | 640 | 0.9188 | 0.6412 | 0.9188 | 0.9585 |
372
- | 0.2472 | 91.7143 | 642 | 0.9204 | 0.6412 | 0.9204 | 0.9594 |
373
- | 0.2472 | 92.0 | 644 | 0.9164 | 0.6667 | 0.9164 | 0.9573 |
374
- | 0.2472 | 92.2857 | 646 | 0.9104 | 0.6667 | 0.9104 | 0.9542 |
375
- | 0.2472 | 92.5714 | 648 | 0.9091 | 0.6667 | 0.9091 | 0.9535 |
376
- | 0.2472 | 92.8571 | 650 | 0.9119 | 0.6667 | 0.9119 | 0.9549 |
377
- | 0.2472 | 93.1429 | 652 | 0.9171 | 0.6667 | 0.9171 | 0.9576 |
378
- | 0.2472 | 93.4286 | 654 | 0.9235 | 0.6667 | 0.9235 | 0.9610 |
379
- | 0.2472 | 93.7143 | 656 | 0.9308 | 0.6412 | 0.9308 | 0.9648 |
380
- | 0.2472 | 94.0 | 658 | 0.9355 | 0.6412 | 0.9355 | 0.9672 |
381
- | 0.2472 | 94.2857 | 660 | 0.9368 | 0.6412 | 0.9368 | 0.9679 |
382
- | 0.2472 | 94.5714 | 662 | 0.9364 | 0.6418 | 0.9364 | 0.9677 |
383
- | 0.2472 | 94.8571 | 664 | 0.9345 | 0.6418 | 0.9345 | 0.9667 |
384
- | 0.2472 | 95.1429 | 666 | 0.9364 | 0.6418 | 0.9364 | 0.9677 |
385
- | 0.2472 | 95.4286 | 668 | 0.9358 | 0.6418 | 0.9358 | 0.9674 |
386
- | 0.2472 | 95.7143 | 670 | 0.9343 | 0.6418 | 0.9343 | 0.9666 |
387
- | 0.2472 | 96.0 | 672 | 0.9332 | 0.6418 | 0.9332 | 0.9660 |
388
- | 0.2472 | 96.2857 | 674 | 0.9330 | 0.6569 | 0.9330 | 0.9659 |
389
- | 0.2472 | 96.5714 | 676 | 0.9321 | 0.6569 | 0.9321 | 0.9655 |
390
- | 0.2472 | 96.8571 | 678 | 0.9314 | 0.6569 | 0.9314 | 0.9651 |
391
- | 0.2472 | 97.1429 | 680 | 0.9311 | 0.6569 | 0.9311 | 0.9650 |
392
- | 0.2472 | 97.4286 | 682 | 0.9315 | 0.6569 | 0.9315 | 0.9651 |
393
- | 0.2472 | 97.7143 | 684 | 0.9307 | 0.6569 | 0.9307 | 0.9648 |
394
- | 0.2472 | 98.0 | 686 | 0.9298 | 0.6418 | 0.9298 | 0.9643 |
395
- | 0.2472 | 98.2857 | 688 | 0.9308 | 0.6418 | 0.9308 | 0.9648 |
396
- | 0.2472 | 98.5714 | 690 | 0.9317 | 0.6418 | 0.9317 | 0.9652 |
397
- | 0.2472 | 98.8571 | 692 | 0.9317 | 0.6418 | 0.9317 | 0.9652 |
398
- | 0.2472 | 99.1429 | 694 | 0.9316 | 0.6418 | 0.9316 | 0.9652 |
399
- | 0.2472 | 99.4286 | 696 | 0.9316 | 0.6418 | 0.9316 | 0.9652 |
400
- | 0.2472 | 99.7143 | 698 | 0.9318 | 0.6418 | 0.9318 | 0.9653 |
401
- | 0.2472 | 100.0 | 700 | 0.9320 | 0.6418 | 0.9320 | 0.9654 |
402
 
403
 
404
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k20_task1_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_k20_task1_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: 0.9054
19
+ - Qwk: 0.6565
20
+ - Mse: 0.9054
21
+ - Rmse: 0.9515
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0211 | 2 | 6.9147 | 0.0057 | 6.9147 | 2.6296 |
53
+ | No log | 0.0421 | 4 | 4.6767 | 0.0658 | 4.6767 | 2.1626 |
54
+ | No log | 0.0632 | 6 | 3.5127 | 0.0 | 3.5127 | 1.8742 |
55
+ | No log | 0.0842 | 8 | 3.9518 | -0.0302 | 3.9518 | 1.9879 |
56
+ | No log | 0.1053 | 10 | 2.8542 | 0.0694 | 2.8542 | 1.6894 |
57
+ | No log | 0.1263 | 12 | 1.8263 | 0.2182 | 1.8263 | 1.3514 |
58
+ | No log | 0.1474 | 14 | 2.0466 | 0.1368 | 2.0466 | 1.4306 |
59
+ | No log | 0.1684 | 16 | 3.3066 | 0.0235 | 3.3066 | 1.8184 |
60
+ | No log | 0.1895 | 18 | 3.3134 | 0.0235 | 3.3134 | 1.8203 |
61
+ | No log | 0.2105 | 20 | 2.5913 | -0.0274 | 2.5913 | 1.6097 |
62
+ | No log | 0.2316 | 22 | 2.2169 | 0.0769 | 2.2169 | 1.4889 |
63
+ | No log | 0.2526 | 24 | 2.0737 | 0.2034 | 2.0737 | 1.4400 |
64
+ | No log | 0.2737 | 26 | 1.9056 | 0.2037 | 1.9056 | 1.3805 |
65
+ | No log | 0.2947 | 28 | 1.8019 | 0.1333 | 1.8019 | 1.3423 |
66
+ | No log | 0.3158 | 30 | 1.8078 | 0.1333 | 1.8078 | 1.3445 |
67
+ | No log | 0.3368 | 32 | 2.0400 | 0.2314 | 2.0400 | 1.4283 |
68
+ | No log | 0.3579 | 34 | 2.6458 | 0.0 | 2.6458 | 1.6266 |
69
+ | No log | 0.3789 | 36 | 3.5686 | 0.0123 | 3.5686 | 1.8891 |
70
+ | No log | 0.4 | 38 | 3.4749 | 0.0370 | 3.4749 | 1.8641 |
71
+ | No log | 0.4211 | 40 | 3.1173 | 0.0 | 3.1173 | 1.7656 |
72
+ | No log | 0.4421 | 42 | 2.4951 | 0.0272 | 2.4951 | 1.5796 |
73
+ | No log | 0.4632 | 44 | 1.8426 | 0.3651 | 1.8426 | 1.3574 |
74
+ | No log | 0.4842 | 46 | 1.6128 | 0.3130 | 1.6128 | 1.2700 |
75
+ | No log | 0.5053 | 48 | 1.5038 | 0.2703 | 1.5038 | 1.2263 |
76
+ | No log | 0.5263 | 50 | 1.4433 | 0.2703 | 1.4433 | 1.2014 |
77
+ | No log | 0.5474 | 52 | 1.5475 | 0.3448 | 1.5475 | 1.2440 |
78
+ | No log | 0.5684 | 54 | 1.9270 | 0.3333 | 1.9270 | 1.3882 |
79
+ | No log | 0.5895 | 56 | 2.0740 | 0.2302 | 2.0740 | 1.4402 |
80
+ | No log | 0.6105 | 58 | 1.8771 | 0.3385 | 1.8771 | 1.3701 |
81
+ | No log | 0.6316 | 60 | 1.4436 | 0.3559 | 1.4436 | 1.2015 |
82
+ | No log | 0.6526 | 62 | 1.3216 | 0.3158 | 1.3216 | 1.1496 |
83
+ | No log | 0.6737 | 64 | 1.3039 | 0.3130 | 1.3039 | 1.1419 |
84
+ | No log | 0.6947 | 66 | 1.2831 | 0.3866 | 1.2831 | 1.1327 |
85
+ | No log | 0.7158 | 68 | 1.2356 | 0.4793 | 1.2356 | 1.1116 |
86
+ | No log | 0.7368 | 70 | 1.2627 | 0.4878 | 1.2627 | 1.1237 |
87
+ | No log | 0.7579 | 72 | 1.7097 | 0.3846 | 1.7097 | 1.3076 |
88
+ | No log | 0.7789 | 74 | 2.4479 | 0.1333 | 2.4479 | 1.5646 |
89
+ | No log | 0.8 | 76 | 2.7969 | 0.0750 | 2.7969 | 1.6724 |
90
+ | No log | 0.8211 | 78 | 2.6151 | 0.0530 | 2.6151 | 1.6171 |
91
+ | No log | 0.8421 | 80 | 2.3699 | 0.0544 | 2.3699 | 1.5394 |
92
+ | No log | 0.8632 | 82 | 2.0413 | 0.2941 | 2.0413 | 1.4287 |
93
+ | No log | 0.8842 | 84 | 1.6477 | 0.3492 | 1.6477 | 1.2836 |
94
+ | No log | 0.9053 | 86 | 1.3389 | 0.3934 | 1.3389 | 1.1571 |
95
+ | No log | 0.9263 | 88 | 1.4392 | 0.3770 | 1.4392 | 1.1997 |
96
+ | No log | 0.9474 | 90 | 1.6772 | 0.3492 | 1.6772 | 1.2951 |
97
+ | No log | 0.9684 | 92 | 1.7334 | 0.3188 | 1.7334 | 1.3166 |
98
+ | No log | 0.9895 | 94 | 1.5769 | 0.3453 | 1.5769 | 1.2557 |
99
+ | No log | 1.0105 | 96 | 1.2468 | 0.5180 | 1.2468 | 1.1166 |
100
+ | No log | 1.0316 | 98 | 1.0736 | 0.6099 | 1.0736 | 1.0361 |
101
+ | No log | 1.0526 | 100 | 1.0502 | 0.6143 | 1.0502 | 1.0248 |
102
+ | No log | 1.0737 | 102 | 1.3220 | 0.4966 | 1.3220 | 1.1498 |
103
+ | No log | 1.0947 | 104 | 1.5547 | 0.4966 | 1.5547 | 1.2469 |
104
+ | No log | 1.1158 | 106 | 1.5209 | 0.4937 | 1.5209 | 1.2333 |
105
+ | No log | 1.1368 | 108 | 1.2254 | 0.6125 | 1.2254 | 1.1070 |
106
+ | No log | 1.1579 | 110 | 1.2745 | 0.6049 | 1.2745 | 1.1290 |
107
+ | No log | 1.1789 | 112 | 1.3467 | 0.6049 | 1.3467 | 1.1605 |
108
+ | No log | 1.2 | 114 | 1.4391 | 0.5952 | 1.4391 | 1.1996 |
109
+ | No log | 1.2211 | 116 | 1.4934 | 0.5952 | 1.4934 | 1.2220 |
110
+ | No log | 1.2421 | 118 | 1.6305 | 0.4848 | 1.6305 | 1.2769 |
111
+ | No log | 1.2632 | 120 | 1.7518 | 0.4524 | 1.7518 | 1.3235 |
112
+ | No log | 1.2842 | 122 | 1.6777 | 0.4540 | 1.6777 | 1.2952 |
113
+ | No log | 1.3053 | 124 | 1.6582 | 0.4375 | 1.6582 | 1.2877 |
114
+ | No log | 1.3263 | 126 | 1.5145 | 0.4654 | 1.5145 | 1.2306 |
115
+ | No log | 1.3474 | 128 | 1.4462 | 0.5157 | 1.4462 | 1.2026 |
116
+ | No log | 1.3684 | 130 | 1.1904 | 0.5467 | 1.1904 | 1.0911 |
117
+ | No log | 1.3895 | 132 | 0.9410 | 0.6667 | 0.9410 | 0.9700 |
118
+ | No log | 1.4105 | 134 | 0.9373 | 0.6423 | 0.9373 | 0.9681 |
119
+ | No log | 1.4316 | 136 | 0.9491 | 0.6 | 0.9491 | 0.9742 |
120
+ | No log | 1.4526 | 138 | 0.8702 | 0.7324 | 0.8702 | 0.9328 |
121
+ | No log | 1.4737 | 140 | 0.8608 | 0.7273 | 0.8608 | 0.9278 |
122
+ | No log | 1.4947 | 142 | 0.9341 | 0.6338 | 0.9341 | 0.9665 |
123
+ | No log | 1.5158 | 144 | 1.0152 | 0.5714 | 1.0152 | 1.0076 |
124
+ | No log | 1.5368 | 146 | 1.0549 | 0.5972 | 1.0549 | 1.0271 |
125
+ | No log | 1.5579 | 148 | 1.0469 | 0.6241 | 1.0469 | 1.0232 |
126
+ | No log | 1.5789 | 150 | 0.9911 | 0.6269 | 0.9911 | 0.9956 |
127
+ | No log | 1.6 | 152 | 0.9760 | 0.6667 | 0.9760 | 0.9880 |
128
+ | No log | 1.6211 | 154 | 0.9524 | 0.6906 | 0.9524 | 0.9759 |
129
+ | No log | 1.6421 | 156 | 0.9406 | 0.6950 | 0.9406 | 0.9698 |
130
+ | No log | 1.6632 | 158 | 0.9463 | 0.6714 | 0.9463 | 0.9728 |
131
+ | No log | 1.6842 | 160 | 0.9491 | 0.6619 | 0.9491 | 0.9742 |
132
+ | No log | 1.7053 | 162 | 0.9385 | 0.6331 | 0.9385 | 0.9688 |
133
+ | No log | 1.7263 | 164 | 0.8984 | 0.6803 | 0.8984 | 0.9478 |
134
+ | No log | 1.7474 | 166 | 0.8712 | 0.6803 | 0.8712 | 0.9334 |
135
+ | No log | 1.7684 | 168 | 0.8899 | 0.6761 | 0.8899 | 0.9433 |
136
+ | No log | 1.7895 | 170 | 1.0000 | 0.6111 | 1.0000 | 1.0000 |
137
+ | No log | 1.8105 | 172 | 1.0447 | 0.5775 | 1.0447 | 1.0221 |
138
+ | No log | 1.8316 | 174 | 1.0635 | 0.5522 | 1.0635 | 1.0313 |
139
+ | No log | 1.8526 | 176 | 1.0397 | 0.5385 | 1.0397 | 1.0196 |
140
+ | No log | 1.8737 | 178 | 1.0406 | 0.5397 | 1.0406 | 1.0201 |
141
+ | No log | 1.8947 | 180 | 0.9838 | 0.4959 | 0.9838 | 0.9919 |
142
+ | No log | 1.9158 | 182 | 0.9065 | 0.6565 | 0.9065 | 0.9521 |
143
+ | No log | 1.9368 | 184 | 0.8501 | 0.6667 | 0.8501 | 0.9220 |
144
+ | No log | 1.9579 | 186 | 0.8315 | 0.6815 | 0.8315 | 0.9119 |
145
+ | No log | 1.9789 | 188 | 0.8385 | 0.7111 | 0.8385 | 0.9157 |
146
+ | No log | 2.0 | 190 | 0.9007 | 0.6950 | 0.9007 | 0.9490 |
147
+ | No log | 2.0211 | 192 | 1.0128 | 0.6111 | 1.0128 | 1.0064 |
148
+ | No log | 2.0421 | 194 | 0.9623 | 0.5846 | 0.9623 | 0.9810 |
149
+ | No log | 2.0632 | 196 | 0.8741 | 0.7059 | 0.8741 | 0.9350 |
150
+ | No log | 2.0842 | 198 | 0.8473 | 0.7299 | 0.8473 | 0.9205 |
151
+ | No log | 2.1053 | 200 | 0.8685 | 0.7015 | 0.8685 | 0.9319 |
152
+ | No log | 2.1263 | 202 | 0.8730 | 0.6866 | 0.8730 | 0.9344 |
153
+ | No log | 2.1474 | 204 | 0.9180 | 0.6866 | 0.9180 | 0.9581 |
154
+ | No log | 2.1684 | 206 | 1.0557 | 0.6043 | 1.0557 | 1.0275 |
155
+ | No log | 2.1895 | 208 | 1.1874 | 0.5441 | 1.1874 | 1.0897 |
156
+ | No log | 2.2105 | 210 | 1.3732 | 0.5342 | 1.3732 | 1.1718 |
157
+ | No log | 2.2316 | 212 | 1.3254 | 0.5342 | 1.3254 | 1.1512 |
158
+ | No log | 2.2526 | 214 | 1.1241 | 0.5481 | 1.1241 | 1.0602 |
159
+ | No log | 2.2737 | 216 | 0.9579 | 0.6714 | 0.9579 | 0.9787 |
160
+ | No log | 2.2947 | 218 | 0.8948 | 0.7059 | 0.8948 | 0.9459 |
161
+ | No log | 2.3158 | 220 | 0.8576 | 0.7050 | 0.8576 | 0.9261 |
162
+ | No log | 2.3368 | 222 | 0.8369 | 0.7347 | 0.8369 | 0.9148 |
163
+ | No log | 2.3579 | 224 | 0.8554 | 0.6986 | 0.8554 | 0.9249 |
164
+ | No log | 2.3789 | 226 | 0.9670 | 0.6447 | 0.9670 | 0.9834 |
165
+ | No log | 2.4 | 228 | 1.0809 | 0.5594 | 1.0809 | 1.0397 |
166
+ | No log | 2.4211 | 230 | 1.0430 | 0.5652 | 1.0430 | 1.0213 |
167
+ | No log | 2.4421 | 232 | 1.0147 | 0.5652 | 1.0147 | 1.0073 |
168
+ | No log | 2.4632 | 234 | 1.0125 | 0.5612 | 1.0125 | 1.0062 |
169
+ | No log | 2.4842 | 236 | 1.0915 | 0.5772 | 1.0915 | 1.0447 |
170
+ | No log | 2.5053 | 238 | 1.0495 | 0.5946 | 1.0495 | 1.0245 |
171
+ | No log | 2.5263 | 240 | 0.9157 | 0.5857 | 0.9157 | 0.9569 |
172
+ | No log | 2.5474 | 242 | 0.8149 | 0.6269 | 0.8149 | 0.9027 |
173
+ | No log | 2.5684 | 244 | 0.7958 | 0.6957 | 0.7958 | 0.8921 |
174
+ | No log | 2.5895 | 246 | 0.7943 | 0.7050 | 0.7943 | 0.8912 |
175
+ | No log | 2.6105 | 248 | 0.8308 | 0.6993 | 0.8308 | 0.9115 |
176
+ | No log | 2.6316 | 250 | 0.9834 | 0.6667 | 0.9834 | 0.9917 |
177
+ | No log | 2.6526 | 252 | 1.3131 | 0.5680 | 1.3131 | 1.1459 |
178
+ | No log | 2.6737 | 254 | 1.4336 | 0.5650 | 1.4336 | 1.1973 |
179
+ | No log | 2.6947 | 256 | 1.1698 | 0.5786 | 1.1698 | 1.0816 |
180
+ | No log | 2.7158 | 258 | 0.8472 | 0.7075 | 0.8472 | 0.9204 |
181
+ | No log | 2.7368 | 260 | 0.8291 | 0.7092 | 0.8291 | 0.9106 |
182
+ | No log | 2.7579 | 262 | 0.9441 | 0.6423 | 0.9441 | 0.9716 |
183
+ | No log | 2.7789 | 264 | 0.9637 | 0.6176 | 0.9637 | 0.9817 |
184
+ | No log | 2.8 | 266 | 0.9317 | 0.6119 | 0.9317 | 0.9653 |
185
+ | No log | 2.8211 | 268 | 0.9029 | 0.7153 | 0.9029 | 0.9502 |
186
+ | No log | 2.8421 | 270 | 0.8909 | 0.6763 | 0.8909 | 0.9439 |
187
+ | No log | 2.8632 | 272 | 0.8627 | 0.7310 | 0.8627 | 0.9288 |
188
+ | No log | 2.8842 | 274 | 0.8517 | 0.7222 | 0.8517 | 0.9229 |
189
+ | No log | 2.9053 | 276 | 0.8626 | 0.6980 | 0.8626 | 0.9288 |
190
+ | No log | 2.9263 | 278 | 0.9225 | 0.6623 | 0.9225 | 0.9605 |
191
+ | No log | 2.9474 | 280 | 0.8919 | 0.6622 | 0.8919 | 0.9444 |
192
+ | No log | 2.9684 | 282 | 0.8077 | 0.7042 | 0.8077 | 0.8987 |
193
+ | No log | 2.9895 | 284 | 0.8139 | 0.7246 | 0.8139 | 0.9022 |
194
+ | No log | 3.0105 | 286 | 0.8100 | 0.7246 | 0.8100 | 0.9000 |
195
+ | No log | 3.0316 | 288 | 0.8139 | 0.7007 | 0.8139 | 0.9022 |
196
+ | No log | 3.0526 | 290 | 0.8140 | 0.7353 | 0.8140 | 0.9022 |
197
+ | No log | 3.0737 | 292 | 0.8294 | 0.7218 | 0.8294 | 0.9107 |
198
+ | No log | 3.0947 | 294 | 0.8336 | 0.7164 | 0.8336 | 0.9130 |
199
+ | No log | 3.1158 | 296 | 0.8242 | 0.6957 | 0.8242 | 0.9079 |
200
+ | No log | 3.1368 | 298 | 0.8370 | 0.7403 | 0.8370 | 0.9149 |
201
+ | No log | 3.1579 | 300 | 0.8097 | 0.75 | 0.8097 | 0.8998 |
202
+ | No log | 3.1789 | 302 | 0.8030 | 0.7425 | 0.8030 | 0.8961 |
203
+ | No log | 3.2 | 304 | 0.7775 | 0.7784 | 0.7775 | 0.8817 |
204
+ | No log | 3.2211 | 306 | 0.7873 | 0.7529 | 0.7873 | 0.8873 |
205
+ | No log | 3.2421 | 308 | 0.7734 | 0.7683 | 0.7734 | 0.8794 |
206
+ | No log | 3.2632 | 310 | 0.7647 | 0.7436 | 0.7647 | 0.8745 |
207
+ | No log | 3.2842 | 312 | 0.8014 | 0.7162 | 0.8014 | 0.8952 |
208
+ | No log | 3.3053 | 314 | 0.8398 | 0.6912 | 0.8398 | 0.9164 |
209
+ | No log | 3.3263 | 316 | 0.9002 | 0.6667 | 0.9002 | 0.9488 |
210
+ | No log | 3.3474 | 318 | 0.8539 | 0.6815 | 0.8539 | 0.9241 |
211
+ | No log | 3.3684 | 320 | 0.8135 | 0.6950 | 0.8135 | 0.9020 |
212
+ | No log | 3.3895 | 322 | 0.7865 | 0.7413 | 0.7865 | 0.8868 |
213
+ | No log | 3.4105 | 324 | 0.7881 | 0.7413 | 0.7881 | 0.8878 |
214
+ | No log | 3.4316 | 326 | 0.8029 | 0.7114 | 0.8029 | 0.8961 |
215
+ | No log | 3.4526 | 328 | 0.8282 | 0.7237 | 0.8282 | 0.9101 |
216
+ | No log | 3.4737 | 330 | 0.8940 | 0.7711 | 0.8940 | 0.9455 |
217
+ | No log | 3.4947 | 332 | 1.0440 | 0.7006 | 1.0440 | 1.0218 |
218
+ | No log | 3.5158 | 334 | 1.1158 | 0.6552 | 1.1158 | 1.0563 |
219
+ | No log | 3.5368 | 336 | 0.9944 | 0.6971 | 0.9944 | 0.9972 |
220
+ | No log | 3.5579 | 338 | 0.9132 | 0.7432 | 0.9132 | 0.9556 |
221
+ | No log | 3.5789 | 340 | 0.9585 | 0.6755 | 0.9585 | 0.9790 |
222
+ | No log | 3.6 | 342 | 1.1431 | 0.5926 | 1.1431 | 1.0692 |
223
+ | No log | 3.6211 | 344 | 1.2288 | 0.5890 | 1.2288 | 1.1085 |
224
+ | No log | 3.6421 | 346 | 1.1618 | 0.5890 | 1.1618 | 1.0779 |
225
+ | No log | 3.6632 | 348 | 0.8822 | 0.6883 | 0.8822 | 0.9392 |
226
+ | No log | 3.6842 | 350 | 0.7543 | 0.7133 | 0.7543 | 0.8685 |
227
+ | No log | 3.7053 | 352 | 0.7774 | 0.7050 | 0.7774 | 0.8817 |
228
+ | No log | 3.7263 | 354 | 0.7965 | 0.7007 | 0.7965 | 0.8925 |
229
+ | No log | 3.7474 | 356 | 0.8196 | 0.6812 | 0.8196 | 0.9053 |
230
+ | No log | 3.7684 | 358 | 0.9387 | 0.5865 | 0.9387 | 0.9689 |
231
+ | No log | 3.7895 | 360 | 1.1042 | 0.5156 | 1.1042 | 1.0508 |
232
+ | No log | 3.8105 | 362 | 1.1047 | 0.5238 | 1.1047 | 1.0510 |
233
+ | No log | 3.8316 | 364 | 1.0618 | 0.5161 | 1.0618 | 1.0304 |
234
+ | No log | 3.8526 | 366 | 0.9941 | 0.5397 | 0.9941 | 0.9970 |
235
+ | No log | 3.8737 | 368 | 0.9151 | 0.6 | 0.9151 | 0.9566 |
236
+ | No log | 3.8947 | 370 | 0.8493 | 0.7259 | 0.8493 | 0.9216 |
237
+ | No log | 3.9158 | 372 | 0.7988 | 0.7465 | 0.7988 | 0.8937 |
238
+ | No log | 3.9368 | 374 | 0.7695 | 0.75 | 0.7695 | 0.8772 |
239
+ | No log | 3.9579 | 376 | 0.7925 | 0.7383 | 0.7925 | 0.8902 |
240
+ | No log | 3.9789 | 378 | 0.8450 | 0.7516 | 0.8450 | 0.9192 |
241
+ | No log | 4.0 | 380 | 0.8272 | 0.7578 | 0.8272 | 0.9095 |
242
+ | No log | 4.0211 | 382 | 0.8119 | 0.7532 | 0.8119 | 0.9010 |
243
+ | No log | 4.0421 | 384 | 0.8183 | 0.7248 | 0.8183 | 0.9046 |
244
+ | No log | 4.0632 | 386 | 0.8635 | 0.7297 | 0.8635 | 0.9293 |
245
+ | No log | 4.0842 | 388 | 0.9073 | 0.6621 | 0.9073 | 0.9525 |
246
+ | No log | 4.1053 | 390 | 0.9430 | 0.6443 | 0.9430 | 0.9711 |
247
+ | No log | 4.1263 | 392 | 0.9180 | 0.6711 | 0.9180 | 0.9581 |
248
+ | No log | 4.1474 | 394 | 0.8735 | 0.7439 | 0.8735 | 0.9346 |
249
+ | No log | 4.1684 | 396 | 0.8047 | 0.7453 | 0.8047 | 0.8971 |
250
+ | No log | 4.1895 | 398 | 0.7587 | 0.7673 | 0.7587 | 0.8710 |
251
+ | No log | 4.2105 | 400 | 0.7473 | 0.7927 | 0.7473 | 0.8645 |
252
+ | No log | 4.2316 | 402 | 0.7532 | 0.7738 | 0.7532 | 0.8679 |
253
+ | No log | 4.2526 | 404 | 0.7732 | 0.7453 | 0.7732 | 0.8793 |
254
+ | No log | 4.2737 | 406 | 0.8088 | 0.725 | 0.8088 | 0.8993 |
255
+ | No log | 4.2947 | 408 | 0.8168 | 0.7248 | 0.8168 | 0.9038 |
256
+ | No log | 4.3158 | 410 | 0.8296 | 0.7467 | 0.8296 | 0.9108 |
257
+ | No log | 4.3368 | 412 | 0.8137 | 0.7517 | 0.8137 | 0.9021 |
258
+ | No log | 4.3579 | 414 | 0.8159 | 0.7517 | 0.8159 | 0.9033 |
259
+ | No log | 4.3789 | 416 | 0.8062 | 0.7297 | 0.8062 | 0.8979 |
260
+ | No log | 4.4 | 418 | 0.7740 | 0.7361 | 0.7740 | 0.8798 |
261
+ | No log | 4.4211 | 420 | 0.7488 | 0.76 | 0.7488 | 0.8653 |
262
+ | No log | 4.4421 | 422 | 0.7392 | 0.76 | 0.7392 | 0.8598 |
263
+ | No log | 4.4632 | 424 | 0.7521 | 0.75 | 0.7521 | 0.8672 |
264
+ | No log | 4.4842 | 426 | 0.7665 | 0.7296 | 0.7665 | 0.8755 |
265
+ | No log | 4.5053 | 428 | 0.7865 | 0.7089 | 0.7865 | 0.8868 |
266
+ | No log | 4.5263 | 430 | 0.7931 | 0.7089 | 0.7931 | 0.8905 |
267
+ | No log | 4.5474 | 432 | 0.8488 | 0.7030 | 0.8488 | 0.9213 |
268
+ | No log | 4.5684 | 434 | 0.9802 | 0.6460 | 0.9802 | 0.9900 |
269
+ | No log | 4.5895 | 436 | 1.0860 | 0.6026 | 1.0860 | 1.0421 |
270
+ | No log | 4.6105 | 438 | 1.0336 | 0.5753 | 1.0336 | 1.0167 |
271
+ | No log | 4.6316 | 440 | 0.9525 | 0.6 | 0.9525 | 0.9759 |
272
+ | No log | 4.6526 | 442 | 0.9252 | 0.6364 | 0.9252 | 0.9619 |
273
+ | No log | 4.6737 | 444 | 0.9774 | 0.6107 | 0.9774 | 0.9886 |
274
+ | No log | 4.6947 | 446 | 0.9680 | 0.6061 | 0.9680 | 0.9839 |
275
+ | No log | 4.7158 | 448 | 0.8967 | 0.6515 | 0.8967 | 0.9469 |
276
+ | No log | 4.7368 | 450 | 0.8432 | 0.7083 | 0.8432 | 0.9183 |
277
+ | No log | 4.7579 | 452 | 0.8539 | 0.7320 | 0.8539 | 0.9241 |
278
+ | No log | 4.7789 | 454 | 0.8888 | 0.6490 | 0.8888 | 0.9428 |
279
+ | No log | 4.8 | 456 | 0.8369 | 0.7320 | 0.8369 | 0.9148 |
280
+ | No log | 4.8211 | 458 | 0.7733 | 0.7285 | 0.7733 | 0.8794 |
281
+ | No log | 4.8421 | 460 | 0.7664 | 0.7383 | 0.7664 | 0.8754 |
282
+ | No log | 4.8632 | 462 | 0.7862 | 0.7162 | 0.7862 | 0.8867 |
283
+ | No log | 4.8842 | 464 | 0.8462 | 0.6986 | 0.8462 | 0.9199 |
284
+ | No log | 4.9053 | 466 | 0.8606 | 0.6986 | 0.8606 | 0.9277 |
285
+ | No log | 4.9263 | 468 | 0.8436 | 0.7123 | 0.8436 | 0.9185 |
286
+ | No log | 4.9474 | 470 | 0.8436 | 0.6939 | 0.8436 | 0.9185 |
287
+ | No log | 4.9684 | 472 | 0.8377 | 0.7125 | 0.8377 | 0.9153 |
288
+ | No log | 4.9895 | 474 | 0.8862 | 0.7117 | 0.8862 | 0.9414 |
289
+ | No log | 5.0105 | 476 | 0.9180 | 0.6707 | 0.9180 | 0.9581 |
290
+ | No log | 5.0316 | 478 | 0.8822 | 0.7117 | 0.8822 | 0.9392 |
291
+ | No log | 5.0526 | 480 | 0.9290 | 0.6748 | 0.9290 | 0.9639 |
292
+ | No log | 5.0737 | 482 | 1.0426 | 0.6588 | 1.0426 | 1.0211 |
293
+ | No log | 5.0947 | 484 | 1.0471 | 0.6588 | 1.0471 | 1.0233 |
294
+ | No log | 5.1158 | 486 | 0.9415 | 0.6627 | 0.9415 | 0.9703 |
295
+ | No log | 5.1368 | 488 | 0.8213 | 0.7389 | 0.8213 | 0.9062 |
296
+ | No log | 5.1579 | 490 | 0.7950 | 0.7310 | 0.7950 | 0.8916 |
297
+ | No log | 5.1789 | 492 | 0.8209 | 0.75 | 0.8209 | 0.9060 |
298
+ | No log | 5.2 | 494 | 0.8626 | 0.6906 | 0.8626 | 0.9288 |
299
+ | No log | 5.2211 | 496 | 0.8957 | 0.6043 | 0.8957 | 0.9464 |
300
+ | No log | 5.2421 | 498 | 0.8968 | 0.6187 | 0.8968 | 0.9470 |
301
+ | 0.4811 | 5.2632 | 500 | 0.8757 | 0.6861 | 0.8757 | 0.9358 |
302
+ | 0.4811 | 5.2842 | 502 | 0.8680 | 0.6716 | 0.8680 | 0.9317 |
303
+ | 0.4811 | 5.3053 | 504 | 0.8531 | 0.6963 | 0.8531 | 0.9236 |
304
+ | 0.4811 | 5.3263 | 506 | 0.8212 | 0.6812 | 0.8212 | 0.9062 |
305
+ | 0.4811 | 5.3474 | 508 | 0.8163 | 0.7123 | 0.8163 | 0.9035 |
306
+ | 0.4811 | 5.3684 | 510 | 0.8057 | 0.6906 | 0.8057 | 0.8976 |
307
+ | 0.4811 | 5.3895 | 512 | 0.7959 | 0.6767 | 0.7959 | 0.8921 |
308
+ | 0.4811 | 5.4105 | 514 | 0.8258 | 0.7164 | 0.8258 | 0.9088 |
309
+ | 0.4811 | 5.4316 | 516 | 0.8374 | 0.6912 | 0.8374 | 0.9151 |
310
+ | 0.4811 | 5.4526 | 518 | 0.8287 | 0.6617 | 0.8287 | 0.9103 |
311
+ | 0.4811 | 5.4737 | 520 | 0.8049 | 0.6963 | 0.8049 | 0.8972 |
312
+ | 0.4811 | 5.4947 | 522 | 0.8358 | 0.6986 | 0.8358 | 0.9142 |
313
+ | 0.4811 | 5.5158 | 524 | 0.8658 | 0.6897 | 0.8658 | 0.9305 |
314
+ | 0.4811 | 5.5368 | 526 | 0.8271 | 0.6944 | 0.8271 | 0.9094 |
315
+ | 0.4811 | 5.5579 | 528 | 0.7890 | 0.7092 | 0.7890 | 0.8883 |
316
+ | 0.4811 | 5.5789 | 530 | 0.7809 | 0.6912 | 0.7809 | 0.8837 |
317
+ | 0.4811 | 5.6 | 532 | 0.8006 | 0.6617 | 0.8006 | 0.8948 |
318
+ | 0.4811 | 5.6211 | 534 | 0.8093 | 0.6617 | 0.8093 | 0.8996 |
319
+ | 0.4811 | 5.6421 | 536 | 0.8195 | 0.7133 | 0.8195 | 0.9053 |
320
+ | 0.4811 | 5.6632 | 538 | 0.8445 | 0.7042 | 0.8445 | 0.9190 |
321
+ | 0.4811 | 5.6842 | 540 | 0.8640 | 0.7042 | 0.8640 | 0.9295 |
322
+ | 0.4811 | 5.7053 | 542 | 0.8855 | 0.6957 | 0.8855 | 0.9410 |
323
+ | 0.4811 | 5.7263 | 544 | 0.8816 | 0.6861 | 0.8816 | 0.9390 |
324
+ | 0.4811 | 5.7474 | 546 | 0.8418 | 0.7092 | 0.8418 | 0.9175 |
325
+ | 0.4811 | 5.7684 | 548 | 0.8154 | 0.7083 | 0.8154 | 0.9030 |
326
+ | 0.4811 | 5.7895 | 550 | 0.8855 | 0.6962 | 0.8855 | 0.9410 |
327
+ | 0.4811 | 5.8105 | 552 | 0.9094 | 0.7037 | 0.9094 | 0.9536 |
328
+ | 0.4811 | 5.8316 | 554 | 0.8306 | 0.7284 | 0.8306 | 0.9114 |
329
+ | 0.4811 | 5.8526 | 556 | 0.7711 | 0.7607 | 0.7711 | 0.8781 |
330
+ | 0.4811 | 5.8737 | 558 | 0.7568 | 0.7632 | 0.7568 | 0.8699 |
331
+ | 0.4811 | 5.8947 | 560 | 0.7710 | 0.7534 | 0.7710 | 0.8781 |
332
+ | 0.4811 | 5.9158 | 562 | 0.7697 | 0.7448 | 0.7697 | 0.8773 |
333
+ | 0.4811 | 5.9368 | 564 | 0.7716 | 0.7361 | 0.7716 | 0.8784 |
334
+ | 0.4811 | 5.9579 | 566 | 0.8040 | 0.6993 | 0.8040 | 0.8967 |
335
+ | 0.4811 | 5.9789 | 568 | 0.8327 | 0.6901 | 0.8327 | 0.9125 |
336
+ | 0.4811 | 6.0 | 570 | 0.8404 | 0.6901 | 0.8404 | 0.9167 |
337
+ | 0.4811 | 6.0211 | 572 | 0.8492 | 0.6818 | 0.8492 | 0.9215 |
338
+ | 0.4811 | 6.0421 | 574 | 0.8724 | 0.7153 | 0.8724 | 0.9340 |
339
+ | 0.4811 | 6.0632 | 576 | 0.8440 | 0.7153 | 0.8440 | 0.9187 |
340
+ | 0.4811 | 6.0842 | 578 | 0.7903 | 0.7361 | 0.7903 | 0.8890 |
341
+ | 0.4811 | 6.1053 | 580 | 0.7683 | 0.7568 | 0.7683 | 0.8765 |
342
+ | 0.4811 | 6.1263 | 582 | 0.8036 | 0.7089 | 0.8036 | 0.8964 |
343
+ | 0.4811 | 6.1474 | 584 | 0.8803 | 0.6918 | 0.8803 | 0.9383 |
344
+ | 0.4811 | 6.1684 | 586 | 0.8904 | 0.6918 | 0.8904 | 0.9436 |
345
+ | 0.4811 | 6.1895 | 588 | 0.8325 | 0.7089 | 0.8325 | 0.9124 |
346
+ | 0.4811 | 6.2105 | 590 | 0.7784 | 0.7421 | 0.7784 | 0.8823 |
347
+ | 0.4811 | 6.2316 | 592 | 0.7479 | 0.75 | 0.7479 | 0.8648 |
348
+ | 0.4811 | 6.2526 | 594 | 0.7431 | 0.7468 | 0.7431 | 0.8620 |
349
+ | 0.4811 | 6.2737 | 596 | 0.7519 | 0.7421 | 0.7519 | 0.8671 |
350
+ | 0.4811 | 6.2947 | 598 | 0.7830 | 0.7342 | 0.7830 | 0.8849 |
351
+ | 0.4811 | 6.3158 | 600 | 0.8071 | 0.7342 | 0.8071 | 0.8984 |
352
+ | 0.4811 | 6.3368 | 602 | 0.8136 | 0.725 | 0.8136 | 0.9020 |
353
+ | 0.4811 | 6.3579 | 604 | 0.8557 | 0.7059 | 0.8557 | 0.9250 |
354
+ | 0.4811 | 6.3789 | 606 | 0.8590 | 0.6914 | 0.8590 | 0.9268 |
355
+ | 0.4811 | 6.4 | 608 | 0.8931 | 0.6667 | 0.8931 | 0.9450 |
356
+ | 0.4811 | 6.4211 | 610 | 0.9056 | 0.6795 | 0.9056 | 0.9516 |
357
+ | 0.4811 | 6.4421 | 612 | 0.8982 | 0.6575 | 0.8982 | 0.9477 |
358
+ | 0.4811 | 6.4632 | 614 | 0.8548 | 0.6906 | 0.8548 | 0.9246 |
359
+ | 0.4811 | 6.4842 | 616 | 0.8133 | 0.7286 | 0.8133 | 0.9018 |
360
+ | 0.4811 | 6.5053 | 618 | 0.7825 | 0.7286 | 0.7825 | 0.8846 |
361
+ | 0.4811 | 6.5263 | 620 | 0.7528 | 0.7286 | 0.7528 | 0.8676 |
362
+ | 0.4811 | 6.5474 | 622 | 0.7508 | 0.7361 | 0.7508 | 0.8665 |
363
+ | 0.4811 | 6.5684 | 624 | 0.7626 | 0.7234 | 0.7626 | 0.8732 |
364
+ | 0.4811 | 6.5895 | 626 | 0.7882 | 0.7234 | 0.7882 | 0.8878 |
365
+ | 0.4811 | 6.6105 | 628 | 0.8064 | 0.7092 | 0.8064 | 0.8980 |
366
+ | 0.4811 | 6.6316 | 630 | 0.8403 | 0.6809 | 0.8403 | 0.9167 |
367
+ | 0.4811 | 6.6526 | 632 | 0.9155 | 0.64 | 0.9155 | 0.9568 |
368
+ | 0.4811 | 6.6737 | 634 | 0.9231 | 0.6364 | 0.9231 | 0.9608 |
369
+ | 0.4811 | 6.6947 | 636 | 0.8656 | 0.6957 | 0.8656 | 0.9304 |
370
+ | 0.4811 | 6.7158 | 638 | 0.8013 | 0.7407 | 0.8013 | 0.8951 |
371
+ | 0.4811 | 6.7368 | 640 | 0.7869 | 0.7531 | 0.7869 | 0.8871 |
372
+ | 0.4811 | 6.7579 | 642 | 0.7966 | 0.7421 | 0.7966 | 0.8925 |
373
+ | 0.4811 | 6.7789 | 644 | 0.8163 | 0.75 | 0.8163 | 0.9035 |
374
+ | 0.4811 | 6.8 | 646 | 0.8503 | 0.6994 | 0.8503 | 0.9221 |
375
+ | 0.4811 | 6.8211 | 648 | 0.8598 | 0.7 | 0.8598 | 0.9273 |
376
+ | 0.4811 | 6.8421 | 650 | 0.8585 | 0.7044 | 0.8585 | 0.9265 |
377
+ | 0.4811 | 6.8632 | 652 | 0.8502 | 0.7006 | 0.8502 | 0.9221 |
378
+ | 0.4811 | 6.8842 | 654 | 0.8243 | 0.7097 | 0.8243 | 0.9079 |
379
+ | 0.4811 | 6.9053 | 656 | 0.8054 | 0.6923 | 0.8054 | 0.8974 |
380
+ | 0.4811 | 6.9263 | 658 | 0.7997 | 0.7179 | 0.7997 | 0.8943 |
381
+ | 0.4811 | 6.9474 | 660 | 0.8076 | 0.7215 | 0.8076 | 0.8987 |
382
+ | 0.4811 | 6.9684 | 662 | 0.8214 | 0.7215 | 0.8214 | 0.9063 |
383
+ | 0.4811 | 6.9895 | 664 | 0.8254 | 0.7013 | 0.8254 | 0.9085 |
384
+ | 0.4811 | 7.0105 | 666 | 0.8169 | 0.6980 | 0.8169 | 0.9038 |
385
+ | 0.4811 | 7.0316 | 668 | 0.8225 | 0.6897 | 0.8225 | 0.9069 |
386
+ | 0.4811 | 7.0526 | 670 | 0.8333 | 0.6901 | 0.8333 | 0.9128 |
387
+ | 0.4811 | 7.0737 | 672 | 0.8235 | 0.6853 | 0.8235 | 0.9075 |
388
+ | 0.4811 | 7.0947 | 674 | 0.8004 | 0.7183 | 0.8004 | 0.8947 |
389
+ | 0.4811 | 7.1158 | 676 | 0.7771 | 0.6993 | 0.7771 | 0.8815 |
390
+ | 0.4811 | 7.1368 | 678 | 0.7835 | 0.7042 | 0.7835 | 0.8852 |
391
+ | 0.4811 | 7.1579 | 680 | 0.7997 | 0.7042 | 0.7997 | 0.8942 |
392
+ | 0.4811 | 7.1789 | 682 | 0.8404 | 0.6765 | 0.8404 | 0.9167 |
393
+ | 0.4811 | 7.2 | 684 | 0.9466 | 0.6277 | 0.9466 | 0.9729 |
394
+ | 0.4811 | 7.2211 | 686 | 0.9833 | 0.5970 | 0.9833 | 0.9916 |
395
+ | 0.4811 | 7.2421 | 688 | 0.9646 | 0.6212 | 0.9646 | 0.9821 |
396
+ | 0.4811 | 7.2632 | 690 | 0.9054 | 0.6565 | 0.9054 | 0.9515 |
 
 
 
 
 
397
 
398
 
399
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