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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task5_organization

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Training in progress, step 500

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  1. README.md +277 -266
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task5_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: 0.9002
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- - Qwk: 0.3922
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- - Mse: 0.9002
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- - Rmse: 0.9488
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  ## Model description
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@@ -49,266 +49,277 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0323 | 2 | 4.1537 | 0.0130 | 4.1537 | 2.0381 |
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- | No log | 0.0645 | 4 | 2.0833 | 0.0123 | 2.0833 | 1.4434 |
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- | No log | 0.0968 | 6 | 1.3869 | 0.0256 | 1.3869 | 1.1777 |
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- | No log | 0.1290 | 8 | 1.1627 | 0.1997 | 1.1627 | 1.0783 |
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- | No log | 0.1613 | 10 | 1.0915 | 0.1767 | 1.0915 | 1.0447 |
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- | No log | 0.1935 | 12 | 1.1111 | 0.2441 | 1.1111 | 1.0541 |
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- | No log | 0.2258 | 14 | 1.6415 | 0.1083 | 1.6415 | 1.2812 |
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- | No log | 0.2581 | 16 | 2.6408 | -0.0265 | 2.6408 | 1.6250 |
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- | No log | 0.2903 | 18 | 2.1065 | 0.1065 | 2.1065 | 1.4514 |
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- | No log | 0.3226 | 20 | 1.3072 | 0.0380 | 1.3072 | 1.1433 |
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- | No log | 0.3548 | 22 | 1.0897 | 0.2175 | 1.0897 | 1.0439 |
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- | No log | 0.3871 | 24 | 1.0662 | 0.3229 | 1.0662 | 1.0326 |
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- | No log | 0.4194 | 26 | 1.0550 | 0.3310 | 1.0550 | 1.0271 |
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- | No log | 0.4516 | 28 | 1.0648 | 0.2268 | 1.0648 | 1.0319 |
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- | No log | 0.4839 | 30 | 1.1630 | 0.1884 | 1.1630 | 1.0784 |
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- | No log | 0.5161 | 32 | 1.2382 | 0.0878 | 1.2382 | 1.1128 |
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- | No log | 0.5484 | 34 | 1.3009 | 0.0380 | 1.3009 | 1.1406 |
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- | No log | 0.5806 | 36 | 1.3506 | 0.0 | 1.3506 | 1.1621 |
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- | No log | 0.6129 | 38 | 1.3124 | 0.0496 | 1.3124 | 1.1456 |
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- | No log | 0.6452 | 40 | 1.2020 | 0.2271 | 1.2020 | 1.0964 |
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- | No log | 0.6774 | 42 | 1.1565 | 0.1979 | 1.1565 | 1.0754 |
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- | No log | 0.7097 | 44 | 1.2837 | 0.0996 | 1.2837 | 1.1330 |
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- | No log | 0.7419 | 46 | 1.4039 | 0.0769 | 1.4039 | 1.1849 |
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- | No log | 0.7742 | 48 | 1.3539 | 0.1512 | 1.3539 | 1.1636 |
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- | No log | 0.8065 | 50 | 1.1284 | 0.2030 | 1.1284 | 1.0623 |
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- | No log | 0.8387 | 52 | 0.9930 | 0.2341 | 0.9930 | 0.9965 |
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- | No log | 0.8710 | 54 | 0.9879 | 0.2492 | 0.9879 | 0.9939 |
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- | No log | 0.9032 | 56 | 0.9659 | 0.2618 | 0.9659 | 0.9828 |
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- | No log | 0.9355 | 58 | 0.9161 | 0.3673 | 0.9161 | 0.9571 |
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- | No log | 0.9677 | 60 | 0.8885 | 0.3178 | 0.8885 | 0.9426 |
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- | No log | 1.0 | 62 | 0.8754 | 0.3733 | 0.8754 | 0.9356 |
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- | No log | 1.0323 | 64 | 0.9540 | 0.1853 | 0.9540 | 0.9767 |
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- | No log | 1.0645 | 66 | 0.9611 | 0.2530 | 0.9611 | 0.9804 |
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- | No log | 1.0968 | 68 | 0.9488 | 0.2455 | 0.9488 | 0.9741 |
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- | No log | 1.1290 | 70 | 0.9443 | 0.2208 | 0.9443 | 0.9717 |
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- | No log | 1.1613 | 72 | 1.0125 | 0.1698 | 1.0125 | 1.0062 |
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- | No log | 1.1935 | 74 | 1.1447 | 0.1509 | 1.1447 | 1.0699 |
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- | No log | 1.2258 | 76 | 1.3549 | 0.125 | 1.3549 | 1.1640 |
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- | No log | 1.2581 | 78 | 1.5495 | 0.1443 | 1.5495 | 1.2448 |
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- | No log | 1.2903 | 80 | 1.4221 | 0.1000 | 1.4221 | 1.1925 |
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- | No log | 1.3226 | 82 | 1.0152 | 0.1549 | 1.0152 | 1.0076 |
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- | No log | 1.3548 | 84 | 0.9745 | 0.2988 | 0.9745 | 0.9871 |
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- | No log | 1.3871 | 86 | 1.0676 | 0.3264 | 1.0676 | 1.0332 |
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- | No log | 1.4194 | 88 | 1.0732 | 0.3264 | 1.0732 | 1.0360 |
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- | No log | 1.4516 | 90 | 0.9758 | 0.3609 | 0.9758 | 0.9878 |
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- | No log | 1.4839 | 92 | 0.9443 | 0.3257 | 0.9443 | 0.9717 |
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- | No log | 1.5161 | 94 | 0.9769 | 0.1304 | 0.9769 | 0.9884 |
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- | No log | 1.5484 | 96 | 0.9360 | 0.2991 | 0.9360 | 0.9675 |
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- | No log | 1.5806 | 98 | 0.9598 | 0.2497 | 0.9598 | 0.9797 |
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- | No log | 1.6129 | 100 | 0.9634 | 0.2301 | 0.9634 | 0.9815 |
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- | No log | 1.6452 | 102 | 0.9124 | 0.2842 | 0.9124 | 0.9552 |
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- | No log | 1.6774 | 104 | 0.8735 | 0.2807 | 0.8735 | 0.9346 |
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- | No log | 1.7097 | 106 | 0.8811 | 0.3117 | 0.8811 | 0.9387 |
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- | No log | 1.7419 | 108 | 0.8931 | 0.3613 | 0.8931 | 0.9451 |
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- | No log | 1.7742 | 110 | 0.9378 | 0.4327 | 0.9378 | 0.9684 |
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- | No log | 1.8065 | 112 | 1.1759 | 0.2947 | 1.1759 | 1.0844 |
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- | No log | 1.8387 | 114 | 1.2229 | 0.2815 | 1.2229 | 1.1059 |
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- | No log | 1.8710 | 116 | 1.0598 | 0.3902 | 1.0598 | 1.0294 |
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- | No log | 1.9032 | 118 | 0.9155 | 0.3348 | 0.9155 | 0.9568 |
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- | No log | 1.9355 | 120 | 0.8664 | 0.2591 | 0.8664 | 0.9308 |
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- | No log | 1.9677 | 122 | 0.9092 | 0.3207 | 0.9092 | 0.9535 |
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- | No log | 2.0 | 124 | 0.9221 | 0.3435 | 0.9221 | 0.9603 |
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- | No log | 2.0323 | 126 | 0.8951 | 0.4028 | 0.8951 | 0.9461 |
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- | No log | 2.0645 | 128 | 1.0345 | 0.4429 | 1.0345 | 1.0171 |
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- | No log | 2.0968 | 130 | 1.0726 | 0.4429 | 1.0726 | 1.0357 |
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- | No log | 2.1290 | 132 | 0.9309 | 0.4597 | 0.9309 | 0.9648 |
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- | No log | 2.1613 | 134 | 0.8863 | 0.3496 | 0.8863 | 0.9415 |
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- | No log | 2.1935 | 136 | 0.9514 | 0.3372 | 0.9514 | 0.9754 |
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- | No log | 2.2258 | 138 | 0.8838 | 0.3656 | 0.8838 | 0.9401 |
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- | No log | 2.2581 | 140 | 0.8796 | 0.4388 | 0.8796 | 0.9379 |
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- | No log | 2.2903 | 142 | 1.1093 | 0.4168 | 1.1093 | 1.0532 |
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- | No log | 2.3226 | 144 | 1.1476 | 0.4371 | 1.1476 | 1.0713 |
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- | No log | 2.3548 | 146 | 1.0100 | 0.4130 | 1.0100 | 1.0050 |
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- | No log | 2.3871 | 148 | 0.8607 | 0.4254 | 0.8607 | 0.9277 |
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- | No log | 2.4194 | 150 | 0.8699 | 0.4062 | 0.8699 | 0.9327 |
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- | No log | 2.4516 | 152 | 0.8733 | 0.3762 | 0.8733 | 0.9345 |
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- | No log | 2.4839 | 154 | 0.8855 | 0.3840 | 0.8855 | 0.9410 |
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- | No log | 2.5161 | 156 | 0.9751 | 0.4697 | 0.9751 | 0.9875 |
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- | No log | 2.5484 | 158 | 1.0290 | 0.4421 | 1.0290 | 1.0144 |
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- | No log | 2.5806 | 160 | 0.9942 | 0.2965 | 0.9942 | 0.9971 |
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- | No log | 2.6129 | 162 | 0.9944 | 0.2794 | 0.9944 | 0.9972 |
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- | No log | 2.6452 | 164 | 1.0019 | 0.2643 | 1.0019 | 1.0010 |
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- | No log | 2.6774 | 166 | 1.0271 | 0.3272 | 1.0271 | 1.0134 |
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- | No log | 2.7097 | 168 | 1.0335 | 0.3702 | 1.0335 | 1.0166 |
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- | No log | 2.7419 | 170 | 1.0233 | 0.3960 | 1.0233 | 1.0116 |
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- | No log | 2.7742 | 172 | 1.0504 | 0.3124 | 1.0504 | 1.0249 |
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- | No log | 2.8065 | 174 | 1.0418 | 0.3124 | 1.0418 | 1.0207 |
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- | No log | 2.8387 | 176 | 1.0444 | 0.3087 | 1.0444 | 1.0220 |
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- | No log | 2.8710 | 178 | 1.0628 | 0.3523 | 1.0628 | 1.0309 |
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- | No log | 2.9032 | 180 | 1.0305 | 0.2794 | 1.0305 | 1.0151 |
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- | No log | 2.9355 | 182 | 1.0302 | 0.2667 | 1.0302 | 1.0150 |
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- | No log | 2.9677 | 184 | 1.0052 | 0.2911 | 1.0052 | 1.0026 |
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- | No log | 3.0 | 186 | 0.9946 | 0.2794 | 0.9946 | 0.9973 |
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- | No log | 3.0323 | 188 | 1.0381 | 0.2842 | 1.0381 | 1.0189 |
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- | No log | 3.0645 | 190 | 1.0694 | 0.3710 | 1.0694 | 1.0341 |
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- | No log | 3.0968 | 192 | 1.0638 | 0.3732 | 1.0638 | 1.0314 |
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- | No log | 3.1290 | 194 | 1.0690 | 0.4326 | 1.0690 | 1.0339 |
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- | No log | 3.1613 | 196 | 1.1101 | 0.3863 | 1.1101 | 1.0536 |
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- | No log | 3.1935 | 198 | 1.0368 | 0.4218 | 1.0368 | 1.0182 |
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- | No log | 3.2258 | 200 | 0.9533 | 0.4378 | 0.9533 | 0.9764 |
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- | No log | 3.2581 | 202 | 0.9792 | 0.4499 | 0.9792 | 0.9896 |
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- | No log | 3.2903 | 204 | 1.1169 | 0.3794 | 1.1169 | 1.0568 |
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- | No log | 3.3226 | 206 | 1.1397 | 0.3864 | 1.1397 | 1.0676 |
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- | No log | 3.3548 | 208 | 1.0405 | 0.3389 | 1.0405 | 1.0201 |
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- | No log | 3.3871 | 210 | 1.0584 | 0.2424 | 1.0584 | 1.0288 |
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- | No log | 3.4194 | 212 | 1.0767 | 0.2714 | 1.0767 | 1.0377 |
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- | No log | 3.4516 | 214 | 0.9910 | 0.3476 | 0.9910 | 0.9955 |
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- | No log | 3.4839 | 216 | 1.0688 | 0.2605 | 1.0688 | 1.0338 |
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- | No log | 3.5161 | 218 | 1.2011 | 0.2227 | 1.2011 | 1.0959 |
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- | No log | 3.5484 | 220 | 1.1902 | 0.1230 | 1.1902 | 1.0910 |
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- | No log | 3.5806 | 222 | 1.0760 | 0.2117 | 1.0760 | 1.0373 |
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- | No log | 3.6129 | 224 | 0.9993 | 0.3027 | 0.9993 | 0.9996 |
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- | No log | 3.6452 | 226 | 1.0016 | 0.3202 | 1.0016 | 1.0008 |
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- | No log | 3.6774 | 228 | 1.0825 | 0.2770 | 1.0825 | 1.0404 |
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- | No log | 3.7097 | 230 | 1.1529 | 0.2439 | 1.1529 | 1.0737 |
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- | No log | 3.7419 | 232 | 1.1002 | 0.2726 | 1.1002 | 1.0489 |
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- | No log | 3.7742 | 234 | 1.0199 | 0.2941 | 1.0199 | 1.0099 |
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- | No log | 3.8065 | 236 | 1.0166 | 0.2721 | 1.0166 | 1.0083 |
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- | No log | 3.8387 | 238 | 1.0282 | 0.3153 | 1.0282 | 1.0140 |
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- | No log | 3.8710 | 240 | 1.0711 | 0.2918 | 1.0711 | 1.0349 |
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- | No log | 3.9032 | 242 | 1.1330 | 0.2619 | 1.1330 | 1.0644 |
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- | No log | 3.9355 | 244 | 1.0468 | 0.3558 | 1.0468 | 1.0231 |
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- | No log | 3.9677 | 246 | 0.9195 | 0.3194 | 0.9195 | 0.9589 |
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- | No log | 4.0 | 248 | 0.9501 | 0.2834 | 0.9501 | 0.9747 |
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- | No log | 4.0323 | 250 | 0.9138 | 0.3616 | 0.9138 | 0.9559 |
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- | No log | 4.0645 | 252 | 0.9986 | 0.3862 | 0.9986 | 0.9993 |
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- | No log | 4.0968 | 254 | 1.3345 | 0.2641 | 1.3345 | 1.1552 |
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- | No log | 4.1290 | 256 | 1.3796 | 0.2641 | 1.3796 | 1.1746 |
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- | No log | 4.1613 | 258 | 1.1591 | 0.3798 | 1.1591 | 1.0766 |
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- | No log | 4.1935 | 260 | 0.9526 | 0.3350 | 0.9526 | 0.9760 |
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- | No log | 4.2258 | 262 | 0.9417 | 0.4353 | 0.9417 | 0.9704 |
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- | No log | 4.2581 | 264 | 1.0360 | 0.3196 | 1.0360 | 1.0178 |
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- | No log | 4.2903 | 266 | 1.1734 | 0.2516 | 1.1734 | 1.0833 |
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- | No log | 4.3226 | 268 | 1.1883 | 0.1863 | 1.1883 | 1.0901 |
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- | No log | 4.3548 | 270 | 1.1111 | 0.1750 | 1.1111 | 1.0541 |
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- | No log | 4.3871 | 272 | 1.0982 | 0.1446 | 1.0982 | 1.0479 |
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- | No log | 4.4194 | 274 | 1.1029 | 0.1446 | 1.1029 | 1.0502 |
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- | No log | 4.4516 | 276 | 1.0905 | 0.1446 | 1.0905 | 1.0443 |
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- | No log | 4.4839 | 278 | 1.0434 | 0.1598 | 1.0434 | 1.0215 |
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- | No log | 4.5161 | 280 | 1.0458 | 0.2213 | 1.0458 | 1.0226 |
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- | No log | 4.5484 | 282 | 1.0181 | 0.2773 | 1.0181 | 1.0090 |
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- | No log | 4.5806 | 284 | 1.0669 | 0.2917 | 1.0669 | 1.0329 |
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- | No log | 4.6129 | 286 | 1.0367 | 0.3216 | 1.0367 | 1.0182 |
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- | No log | 4.6452 | 288 | 1.0712 | 0.2837 | 1.0712 | 1.0350 |
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- | No log | 4.6774 | 290 | 1.0652 | 0.3283 | 1.0652 | 1.0321 |
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- | No log | 4.7097 | 292 | 1.0429 | 0.3321 | 1.0429 | 1.0212 |
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- | No log | 4.7419 | 294 | 0.9910 | 0.3321 | 0.9910 | 0.9955 |
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- | No log | 4.7742 | 296 | 1.0088 | 0.3635 | 1.0088 | 1.0044 |
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- | No log | 4.8065 | 298 | 0.9807 | 0.4163 | 0.9807 | 0.9903 |
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- | No log | 4.8387 | 300 | 0.9055 | 0.4102 | 0.9055 | 0.9516 |
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- | No log | 4.8710 | 302 | 0.9222 | 0.4085 | 0.9222 | 0.9603 |
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- | No log | 4.9032 | 304 | 0.9764 | 0.3565 | 0.9764 | 0.9881 |
204
- | No log | 4.9355 | 306 | 0.9878 | 0.3191 | 0.9878 | 0.9939 |
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- | No log | 4.9677 | 308 | 0.9156 | 0.3643 | 0.9156 | 0.9569 |
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- | No log | 5.0 | 310 | 0.8799 | 0.3129 | 0.8799 | 0.9381 |
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- | No log | 5.0323 | 312 | 0.8772 | 0.3129 | 0.8772 | 0.9366 |
208
- | No log | 5.0645 | 314 | 0.8745 | 0.3536 | 0.8745 | 0.9351 |
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- | No log | 5.0968 | 316 | 0.8788 | 0.3536 | 0.8788 | 0.9374 |
210
- | No log | 5.1290 | 318 | 0.8816 | 0.3678 | 0.8816 | 0.9389 |
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- | No log | 5.1613 | 320 | 0.9307 | 0.2963 | 0.9307 | 0.9647 |
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- | No log | 5.1935 | 322 | 0.9307 | 0.2963 | 0.9307 | 0.9647 |
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- | No log | 5.2258 | 324 | 0.8845 | 0.3717 | 0.8845 | 0.9405 |
214
- | No log | 5.2581 | 326 | 0.8724 | 0.3713 | 0.8724 | 0.9340 |
215
- | No log | 5.2903 | 328 | 0.8664 | 0.3819 | 0.8664 | 0.9308 |
216
- | No log | 5.3226 | 330 | 0.9513 | 0.3222 | 0.9513 | 0.9754 |
217
- | No log | 5.3548 | 332 | 1.0161 | 0.3609 | 1.0161 | 1.0080 |
218
- | No log | 5.3871 | 334 | 0.9948 | 0.3609 | 0.9948 | 0.9974 |
219
- | No log | 5.4194 | 336 | 0.8819 | 0.3222 | 0.8819 | 0.9391 |
220
- | No log | 5.4516 | 338 | 0.8098 | 0.4345 | 0.8098 | 0.8999 |
221
- | No log | 5.4839 | 340 | 0.7974 | 0.4119 | 0.7974 | 0.8930 |
222
- | No log | 5.5161 | 342 | 0.8207 | 0.4336 | 0.8207 | 0.9059 |
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- | No log | 5.5484 | 344 | 0.9630 | 0.3462 | 0.9630 | 0.9813 |
224
- | No log | 5.5806 | 346 | 1.0670 | 0.3452 | 1.0670 | 1.0330 |
225
- | No log | 5.6129 | 348 | 1.0250 | 0.3937 | 1.0250 | 1.0124 |
226
- | No log | 5.6452 | 350 | 0.9032 | 0.4036 | 0.9032 | 0.9504 |
227
- | No log | 5.6774 | 352 | 0.8724 | 0.2983 | 0.8724 | 0.9340 |
228
- | No log | 5.7097 | 354 | 0.9218 | 0.3462 | 0.9218 | 0.9601 |
229
- | No log | 5.7419 | 356 | 1.0011 | 0.2750 | 1.0011 | 1.0005 |
230
- | No log | 5.7742 | 358 | 0.9651 | 0.3308 | 0.9651 | 0.9824 |
231
- | No log | 5.8065 | 360 | 0.9387 | 0.3308 | 0.9387 | 0.9689 |
232
- | No log | 5.8387 | 362 | 0.9892 | 0.3059 | 0.9892 | 0.9946 |
233
- | No log | 5.8710 | 364 | 0.9721 | 0.3462 | 0.9721 | 0.9860 |
234
- | No log | 5.9032 | 366 | 0.8504 | 0.3763 | 0.8504 | 0.9222 |
235
- | No log | 5.9355 | 368 | 0.8177 | 0.4714 | 0.8177 | 0.9043 |
236
- | No log | 5.9677 | 370 | 0.8373 | 0.4439 | 0.8373 | 0.9151 |
237
- | No log | 6.0 | 372 | 0.9215 | 0.4163 | 0.9215 | 0.9599 |
238
- | No log | 6.0323 | 374 | 0.9067 | 0.4169 | 0.9067 | 0.9522 |
239
- | No log | 6.0645 | 376 | 0.7982 | 0.4987 | 0.7982 | 0.8934 |
240
- | No log | 6.0968 | 378 | 0.7494 | 0.4625 | 0.7494 | 0.8657 |
241
- | No log | 6.1290 | 380 | 0.7445 | 0.4882 | 0.7445 | 0.8628 |
242
- | No log | 6.1613 | 382 | 0.7596 | 0.4878 | 0.7596 | 0.8715 |
243
- | No log | 6.1935 | 384 | 0.8388 | 0.4466 | 0.8388 | 0.9159 |
244
- | No log | 6.2258 | 386 | 0.9212 | 0.3826 | 0.9212 | 0.9598 |
245
- | No log | 6.2581 | 388 | 0.9192 | 0.4681 | 0.9192 | 0.9587 |
246
- | No log | 6.2903 | 390 | 0.8849 | 0.3637 | 0.8849 | 0.9407 |
247
- | No log | 6.3226 | 392 | 0.8767 | 0.3214 | 0.8767 | 0.9363 |
248
- | No log | 6.3548 | 394 | 0.9052 | 0.3637 | 0.9052 | 0.9514 |
249
- | No log | 6.3871 | 396 | 0.9306 | 0.3763 | 0.9306 | 0.9647 |
250
- | No log | 6.4194 | 398 | 0.9307 | 0.4039 | 0.9307 | 0.9647 |
251
- | No log | 6.4516 | 400 | 0.9663 | 0.3539 | 0.9663 | 0.9830 |
252
- | No log | 6.4839 | 402 | 1.0333 | 0.3654 | 1.0333 | 1.0165 |
253
- | No log | 6.5161 | 404 | 0.9749 | 0.3503 | 0.9749 | 0.9874 |
254
- | No log | 6.5484 | 406 | 0.9335 | 0.3821 | 0.9335 | 0.9662 |
255
- | No log | 6.5806 | 408 | 0.9317 | 0.3821 | 0.9317 | 0.9652 |
256
- | No log | 6.6129 | 410 | 0.9535 | 0.3027 | 0.9535 | 0.9765 |
257
- | No log | 6.6452 | 412 | 1.0459 | 0.3115 | 1.0459 | 1.0227 |
258
- | No log | 6.6774 | 414 | 1.0419 | 0.4 | 1.0419 | 1.0207 |
259
- | No log | 6.7097 | 416 | 0.9411 | 0.3424 | 0.9411 | 0.9701 |
260
- | No log | 6.7419 | 418 | 0.8929 | 0.3760 | 0.8929 | 0.9449 |
261
- | No log | 6.7742 | 420 | 0.8762 | 0.3896 | 0.8762 | 0.9361 |
262
- | No log | 6.8065 | 422 | 0.8642 | 0.4180 | 0.8642 | 0.9296 |
263
- | No log | 6.8387 | 424 | 0.9008 | 0.3609 | 0.9008 | 0.9491 |
264
- | No log | 6.8710 | 426 | 1.0151 | 0.3654 | 1.0151 | 1.0075 |
265
- | No log | 6.9032 | 428 | 1.0644 | 0.2917 | 1.0644 | 1.0317 |
266
- | No log | 6.9355 | 430 | 1.0233 | 0.2335 | 1.0233 | 1.0116 |
267
- | No log | 6.9677 | 432 | 0.9448 | 0.2918 | 0.9448 | 0.9720 |
268
- | No log | 7.0 | 434 | 0.9274 | 0.3351 | 0.9274 | 0.9630 |
269
- | No log | 7.0323 | 436 | 0.9843 | 0.3864 | 0.9843 | 0.9921 |
270
- | No log | 7.0645 | 438 | 1.1156 | 0.2661 | 1.1156 | 1.0562 |
271
- | No log | 7.0968 | 440 | 1.1233 | 0.2337 | 1.1233 | 1.0599 |
272
- | No log | 7.1290 | 442 | 0.9861 | 0.4018 | 0.9861 | 0.9930 |
273
- | No log | 7.1613 | 444 | 0.8667 | 0.4186 | 0.8667 | 0.9310 |
274
- | No log | 7.1935 | 446 | 0.8508 | 0.4186 | 0.8508 | 0.9224 |
275
- | No log | 7.2258 | 448 | 0.8808 | 0.4186 | 0.8808 | 0.9385 |
276
- | No log | 7.2581 | 450 | 0.9147 | 0.3883 | 0.9147 | 0.9564 |
277
- | No log | 7.2903 | 452 | 0.9111 | 0.3902 | 0.9111 | 0.9545 |
278
- | No log | 7.3226 | 454 | 0.9263 | 0.4301 | 0.9263 | 0.9624 |
279
- | No log | 7.3548 | 456 | 0.9614 | 0.3763 | 0.9614 | 0.9805 |
280
- | No log | 7.3871 | 458 | 1.0270 | 0.3635 | 1.0270 | 1.0134 |
281
- | No log | 7.4194 | 460 | 1.1477 | 0.2750 | 1.1477 | 1.0713 |
282
- | No log | 7.4516 | 462 | 1.1978 | 0.2389 | 1.1978 | 1.0944 |
283
- | No log | 7.4839 | 464 | 1.1361 | 0.2728 | 1.1361 | 1.0659 |
284
- | No log | 7.5161 | 466 | 0.9973 | 0.2750 | 0.9973 | 0.9986 |
285
- | No log | 7.5484 | 468 | 0.8992 | 0.3348 | 0.8992 | 0.9482 |
286
- | No log | 7.5806 | 470 | 0.8884 | 0.3688 | 0.8884 | 0.9425 |
287
- | No log | 7.6129 | 472 | 0.8744 | 0.3301 | 0.8744 | 0.9351 |
288
- | No log | 7.6452 | 474 | 0.8752 | 0.3506 | 0.8752 | 0.9355 |
289
- | No log | 7.6774 | 476 | 0.9615 | 0.4151 | 0.9615 | 0.9806 |
290
- | No log | 7.7097 | 478 | 1.0912 | 0.2389 | 1.0912 | 1.0446 |
291
- | No log | 7.7419 | 480 | 1.0923 | 0.2832 | 1.0923 | 1.0451 |
292
- | No log | 7.7742 | 482 | 0.9731 | 0.3496 | 0.9731 | 0.9864 |
293
- | No log | 7.8065 | 484 | 0.8430 | 0.5074 | 0.8430 | 0.9182 |
294
- | No log | 7.8387 | 486 | 0.7903 | 0.4591 | 0.7903 | 0.8890 |
295
- | No log | 7.8710 | 488 | 0.7939 | 0.4318 | 0.7939 | 0.8910 |
296
- | No log | 7.9032 | 490 | 0.8314 | 0.4028 | 0.8314 | 0.9118 |
297
- | No log | 7.9355 | 492 | 0.9079 | 0.3185 | 0.9079 | 0.9528 |
298
- | No log | 7.9677 | 494 | 0.9318 | 0.3185 | 0.9318 | 0.9653 |
299
- | No log | 8.0 | 496 | 0.9849 | 0.2655 | 0.9849 | 0.9924 |
300
- | No log | 8.0323 | 498 | 0.9830 | 0.2678 | 0.9830 | 0.9915 |
301
- | 0.2967 | 8.0645 | 500 | 0.9426 | 0.4444 | 0.9426 | 0.9709 |
302
- | 0.2967 | 8.0968 | 502 | 0.9146 | 0.4352 | 0.9146 | 0.9563 |
303
- | 0.2967 | 8.1290 | 504 | 0.9326 | 0.5167 | 0.9326 | 0.9657 |
304
- | 0.2967 | 8.1613 | 506 | 0.9709 | 0.4464 | 0.9709 | 0.9854 |
305
- | 0.2967 | 8.1935 | 508 | 0.9650 | 0.4450 | 0.9650 | 0.9824 |
306
- | 0.2967 | 8.2258 | 510 | 0.9330 | 0.5167 | 0.9330 | 0.9659 |
307
- | 0.2967 | 8.2581 | 512 | 0.8927 | 0.4075 | 0.8927 | 0.9449 |
308
- | 0.2967 | 8.2903 | 514 | 0.9105 | 0.4075 | 0.9105 | 0.9542 |
309
- | 0.2967 | 8.3226 | 516 | 0.9057 | 0.4075 | 0.9057 | 0.9517 |
310
- | 0.2967 | 8.3548 | 518 | 0.8948 | 0.4216 | 0.8948 | 0.9459 |
311
- | 0.2967 | 8.3871 | 520 | 0.9002 | 0.3922 | 0.9002 | 0.9488 |
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_task5_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: 0.6688
19
+ - Qwk: 0.5412
20
+ - Mse: 0.6688
21
+ - Rmse: 0.8178
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0333 | 2 | 4.1552 | 0.0130 | 4.1552 | 2.0384 |
53
+ | No log | 0.0667 | 4 | 2.5427 | -0.0274 | 2.5427 | 1.5946 |
54
+ | No log | 0.1 | 6 | 1.5145 | -0.0078 | 1.5145 | 1.2306 |
55
+ | No log | 0.1333 | 8 | 1.2325 | 0.0761 | 1.2325 | 1.1102 |
56
+ | No log | 0.1667 | 10 | 1.2366 | 0.0791 | 1.2366 | 1.1120 |
57
+ | No log | 0.2 | 12 | 1.3236 | -0.0278 | 1.3236 | 1.1505 |
58
+ | No log | 0.2333 | 14 | 1.9060 | 0.0632 | 1.9060 | 1.3806 |
59
+ | No log | 0.2667 | 16 | 1.9723 | 0.0219 | 1.9723 | 1.4044 |
60
+ | No log | 0.3 | 18 | 1.7620 | -0.0469 | 1.7620 | 1.3274 |
61
+ | No log | 0.3333 | 20 | 1.4636 | 0.0380 | 1.4636 | 1.2098 |
62
+ | No log | 0.3667 | 22 | 1.3111 | 0.0318 | 1.3111 | 1.1451 |
63
+ | No log | 0.4 | 24 | 1.1310 | 0.1416 | 1.1310 | 1.0635 |
64
+ | No log | 0.4333 | 26 | 1.0274 | 0.2166 | 1.0274 | 1.0136 |
65
+ | No log | 0.4667 | 28 | 1.0581 | 0.2834 | 1.0581 | 1.0286 |
66
+ | No log | 0.5 | 30 | 1.2430 | 0.1142 | 1.2430 | 1.1149 |
67
+ | No log | 0.5333 | 32 | 1.1691 | 0.1114 | 1.1691 | 1.0812 |
68
+ | No log | 0.5667 | 34 | 1.0593 | 0.2221 | 1.0593 | 1.0292 |
69
+ | No log | 0.6 | 36 | 0.9277 | 0.2811 | 0.9277 | 0.9632 |
70
+ | No log | 0.6333 | 38 | 0.9421 | 0.2314 | 0.9421 | 0.9706 |
71
+ | No log | 0.6667 | 40 | 1.0042 | 0.2263 | 1.0042 | 1.0021 |
72
+ | No log | 0.7 | 42 | 0.8985 | 0.4395 | 0.8985 | 0.9479 |
73
+ | No log | 0.7333 | 44 | 1.3636 | 0.2707 | 1.3636 | 1.1677 |
74
+ | No log | 0.7667 | 46 | 1.7538 | 0.2605 | 1.7538 | 1.3243 |
75
+ | No log | 0.8 | 48 | 1.5271 | 0.2972 | 1.5271 | 1.2358 |
76
+ | No log | 0.8333 | 50 | 1.0886 | 0.3452 | 1.0886 | 1.0433 |
77
+ | No log | 0.8667 | 52 | 0.9047 | 0.3970 | 0.9047 | 0.9511 |
78
+ | No log | 0.9 | 54 | 0.8828 | 0.3188 | 0.8828 | 0.9396 |
79
+ | No log | 0.9333 | 56 | 0.8672 | 0.4269 | 0.8672 | 0.9312 |
80
+ | No log | 0.9667 | 58 | 0.9075 | 0.4135 | 0.9075 | 0.9526 |
81
+ | No log | 1.0 | 60 | 1.2217 | 0.3125 | 1.2217 | 1.1053 |
82
+ | No log | 1.0333 | 62 | 1.6775 | 0.2867 | 1.6775 | 1.2952 |
83
+ | No log | 1.0667 | 64 | 1.6174 | 0.2591 | 1.6174 | 1.2718 |
84
+ | No log | 1.1 | 66 | 1.2787 | 0.3323 | 1.2787 | 1.1308 |
85
+ | No log | 1.1333 | 68 | 0.9986 | 0.3433 | 0.9986 | 0.9993 |
86
+ | No log | 1.1667 | 70 | 0.8736 | 0.4186 | 0.8736 | 0.9347 |
87
+ | No log | 1.2 | 72 | 0.8096 | 0.5517 | 0.8096 | 0.8998 |
88
+ | No log | 1.2333 | 74 | 0.8008 | 0.5463 | 0.8008 | 0.8948 |
89
+ | No log | 1.2667 | 76 | 0.8565 | 0.5418 | 0.8565 | 0.9255 |
90
+ | No log | 1.3 | 78 | 0.8999 | 0.5130 | 0.8999 | 0.9486 |
91
+ | No log | 1.3333 | 80 | 0.8170 | 0.6217 | 0.8170 | 0.9039 |
92
+ | No log | 1.3667 | 82 | 0.9141 | 0.4186 | 0.9141 | 0.9561 |
93
+ | No log | 1.4 | 84 | 0.9950 | 0.4575 | 0.9950 | 0.9975 |
94
+ | No log | 1.4333 | 86 | 0.8827 | 0.4455 | 0.8827 | 0.9395 |
95
+ | No log | 1.4667 | 88 | 0.8350 | 0.5103 | 0.8350 | 0.9138 |
96
+ | No log | 1.5 | 90 | 0.8053 | 0.4416 | 0.8053 | 0.8974 |
97
+ | No log | 1.5333 | 92 | 0.8375 | 0.3719 | 0.8375 | 0.9152 |
98
+ | No log | 1.5667 | 94 | 0.7795 | 0.5503 | 0.7795 | 0.8829 |
99
+ | No log | 1.6 | 96 | 0.8842 | 0.4696 | 0.8842 | 0.9403 |
100
+ | No log | 1.6333 | 98 | 0.8879 | 0.5137 | 0.8879 | 0.9423 |
101
+ | No log | 1.6667 | 100 | 0.7867 | 0.5835 | 0.7867 | 0.8870 |
102
+ | No log | 1.7 | 102 | 0.8761 | 0.4479 | 0.8761 | 0.9360 |
103
+ | No log | 1.7333 | 104 | 0.9217 | 0.4376 | 0.9217 | 0.9600 |
104
+ | No log | 1.7667 | 106 | 0.8571 | 0.4304 | 0.8571 | 0.9258 |
105
+ | No log | 1.8 | 108 | 0.8543 | 0.4304 | 0.8543 | 0.9243 |
106
+ | No log | 1.8333 | 110 | 0.8711 | 0.4035 | 0.8711 | 0.9333 |
107
+ | No log | 1.8667 | 112 | 0.8522 | 0.3673 | 0.8522 | 0.9231 |
108
+ | No log | 1.9 | 114 | 0.9402 | 0.4455 | 0.9402 | 0.9696 |
109
+ | No log | 1.9333 | 116 | 0.9472 | 0.4681 | 0.9472 | 0.9732 |
110
+ | No log | 1.9667 | 118 | 0.8869 | 0.4835 | 0.8869 | 0.9417 |
111
+ | No log | 2.0 | 120 | 0.8004 | 0.5117 | 0.8004 | 0.8947 |
112
+ | No log | 2.0333 | 122 | 0.7592 | 0.5582 | 0.7592 | 0.8713 |
113
+ | No log | 2.0667 | 124 | 0.7539 | 0.5106 | 0.7539 | 0.8683 |
114
+ | No log | 2.1 | 126 | 0.7969 | 0.5256 | 0.7969 | 0.8927 |
115
+ | No log | 2.1333 | 128 | 0.8067 | 0.5353 | 0.8067 | 0.8981 |
116
+ | No log | 2.1667 | 130 | 0.7200 | 0.6229 | 0.7200 | 0.8485 |
117
+ | No log | 2.2 | 132 | 0.8109 | 0.5151 | 0.8109 | 0.9005 |
118
+ | No log | 2.2333 | 134 | 0.9043 | 0.4668 | 0.9043 | 0.9509 |
119
+ | No log | 2.2667 | 136 | 0.7757 | 0.5348 | 0.7757 | 0.8807 |
120
+ | No log | 2.3 | 138 | 0.7215 | 0.6435 | 0.7215 | 0.8494 |
121
+ | No log | 2.3333 | 140 | 0.8793 | 0.4470 | 0.8793 | 0.9377 |
122
+ | No log | 2.3667 | 142 | 0.8358 | 0.4815 | 0.8358 | 0.9142 |
123
+ | No log | 2.4 | 144 | 0.7130 | 0.6073 | 0.7130 | 0.8444 |
124
+ | No log | 2.4333 | 146 | 0.7363 | 0.5645 | 0.7363 | 0.8581 |
125
+ | No log | 2.4667 | 148 | 0.7281 | 0.5442 | 0.7281 | 0.8533 |
126
+ | No log | 2.5 | 150 | 0.6912 | 0.6254 | 0.6912 | 0.8314 |
127
+ | No log | 2.5333 | 152 | 0.8062 | 0.5083 | 0.8062 | 0.8979 |
128
+ | No log | 2.5667 | 154 | 0.9078 | 0.4552 | 0.9078 | 0.9528 |
129
+ | No log | 2.6 | 156 | 0.8675 | 0.4923 | 0.8675 | 0.9314 |
130
+ | No log | 2.6333 | 158 | 0.7580 | 0.4576 | 0.7580 | 0.8706 |
131
+ | No log | 2.6667 | 160 | 0.7112 | 0.5247 | 0.7112 | 0.8433 |
132
+ | No log | 2.7 | 162 | 0.6799 | 0.5939 | 0.6799 | 0.8246 |
133
+ | No log | 2.7333 | 164 | 0.6618 | 0.6461 | 0.6618 | 0.8135 |
134
+ | No log | 2.7667 | 166 | 0.6495 | 0.6561 | 0.6495 | 0.8059 |
135
+ | No log | 2.8 | 168 | 0.6707 | 0.6501 | 0.6707 | 0.8190 |
136
+ | No log | 2.8333 | 170 | 0.6895 | 0.6493 | 0.6895 | 0.8304 |
137
+ | No log | 2.8667 | 172 | 0.6725 | 0.6528 | 0.6725 | 0.8201 |
138
+ | No log | 2.9 | 174 | 0.6433 | 0.6032 | 0.6433 | 0.8021 |
139
+ | No log | 2.9333 | 176 | 0.6920 | 0.5806 | 0.6920 | 0.8319 |
140
+ | No log | 2.9667 | 178 | 0.6637 | 0.5302 | 0.6637 | 0.8147 |
141
+ | No log | 3.0 | 180 | 0.7236 | 0.4599 | 0.7236 | 0.8507 |
142
+ | No log | 3.0333 | 182 | 0.7658 | 0.4471 | 0.7658 | 0.8751 |
143
+ | No log | 3.0667 | 184 | 0.7131 | 0.5231 | 0.7131 | 0.8445 |
144
+ | No log | 3.1 | 186 | 0.6565 | 0.5042 | 0.6565 | 0.8102 |
145
+ | No log | 3.1333 | 188 | 0.7207 | 0.5255 | 0.7207 | 0.8490 |
146
+ | No log | 3.1667 | 190 | 0.7379 | 0.5027 | 0.7379 | 0.8590 |
147
+ | No log | 3.2 | 192 | 0.6632 | 0.4975 | 0.6632 | 0.8144 |
148
+ | No log | 3.2333 | 194 | 0.6846 | 0.5746 | 0.6846 | 0.8274 |
149
+ | No log | 3.2667 | 196 | 0.8359 | 0.4573 | 0.8359 | 0.9142 |
150
+ | No log | 3.3 | 198 | 0.9977 | 0.4152 | 0.9977 | 0.9988 |
151
+ | No log | 3.3333 | 200 | 0.9992 | 0.3970 | 0.9992 | 0.9996 |
152
+ | No log | 3.3667 | 202 | 0.8781 | 0.3956 | 0.8781 | 0.9371 |
153
+ | No log | 3.4 | 204 | 0.7929 | 0.4952 | 0.7929 | 0.8905 |
154
+ | No log | 3.4333 | 206 | 0.7743 | 0.4697 | 0.7743 | 0.8800 |
155
+ | No log | 3.4667 | 208 | 0.7778 | 0.3523 | 0.7778 | 0.8819 |
156
+ | No log | 3.5 | 210 | 0.7947 | 0.4318 | 0.7947 | 0.8914 |
157
+ | No log | 3.5333 | 212 | 0.7615 | 0.5056 | 0.7615 | 0.8727 |
158
+ | No log | 3.5667 | 214 | 0.7164 | 0.5103 | 0.7164 | 0.8464 |
159
+ | No log | 3.6 | 216 | 0.6679 | 0.5505 | 0.6679 | 0.8172 |
160
+ | No log | 3.6333 | 218 | 0.6852 | 0.5737 | 0.6852 | 0.8278 |
161
+ | No log | 3.6667 | 220 | 0.6404 | 0.6025 | 0.6404 | 0.8002 |
162
+ | No log | 3.7 | 222 | 0.6256 | 0.5796 | 0.6256 | 0.7909 |
163
+ | No log | 3.7333 | 224 | 0.6237 | 0.6133 | 0.6237 | 0.7897 |
164
+ | No log | 3.7667 | 226 | 0.6246 | 0.6175 | 0.6246 | 0.7903 |
165
+ | No log | 3.8 | 228 | 0.6645 | 0.5917 | 0.6645 | 0.8152 |
166
+ | No log | 3.8333 | 230 | 0.6928 | 0.5446 | 0.6928 | 0.8323 |
167
+ | No log | 3.8667 | 232 | 0.7155 | 0.5035 | 0.7155 | 0.8459 |
168
+ | No log | 3.9 | 234 | 0.8157 | 0.4697 | 0.8157 | 0.9032 |
169
+ | No log | 3.9333 | 236 | 0.8513 | 0.4162 | 0.8513 | 0.9227 |
170
+ | No log | 3.9667 | 238 | 0.7916 | 0.4028 | 0.7916 | 0.8897 |
171
+ | No log | 4.0 | 240 | 0.7346 | 0.4898 | 0.7346 | 0.8571 |
172
+ | No log | 4.0333 | 242 | 0.7170 | 0.5331 | 0.7170 | 0.8468 |
173
+ | No log | 4.0667 | 244 | 0.7070 | 0.5573 | 0.7070 | 0.8408 |
174
+ | No log | 4.1 | 246 | 0.6703 | 0.5794 | 0.6703 | 0.8187 |
175
+ | No log | 4.1333 | 248 | 0.6445 | 0.5669 | 0.6445 | 0.8028 |
176
+ | No log | 4.1667 | 250 | 0.6245 | 0.6778 | 0.6245 | 0.7902 |
177
+ | No log | 4.2 | 252 | 0.6120 | 0.6890 | 0.6120 | 0.7823 |
178
+ | No log | 4.2333 | 254 | 0.6144 | 0.6057 | 0.6144 | 0.7838 |
179
+ | No log | 4.2667 | 256 | 0.6156 | 0.6787 | 0.6156 | 0.7846 |
180
+ | No log | 4.3 | 258 | 0.6629 | 0.6120 | 0.6629 | 0.8142 |
181
+ | No log | 4.3333 | 260 | 0.6602 | 0.5314 | 0.6602 | 0.8125 |
182
+ | No log | 4.3667 | 262 | 0.6983 | 0.5747 | 0.6983 | 0.8357 |
183
+ | No log | 4.4 | 264 | 0.7455 | 0.4858 | 0.7455 | 0.8634 |
184
+ | No log | 4.4333 | 266 | 0.7750 | 0.4209 | 0.7750 | 0.8803 |
185
+ | No log | 4.4667 | 268 | 0.7991 | 0.4209 | 0.7991 | 0.8939 |
186
+ | No log | 4.5 | 270 | 0.7849 | 0.4327 | 0.7849 | 0.8859 |
187
+ | No log | 4.5333 | 272 | 0.7184 | 0.4524 | 0.7184 | 0.8476 |
188
+ | No log | 4.5667 | 274 | 0.7069 | 0.5315 | 0.7069 | 0.8408 |
189
+ | No log | 4.6 | 276 | 0.7286 | 0.5215 | 0.7286 | 0.8536 |
190
+ | No log | 4.6333 | 278 | 0.7250 | 0.5188 | 0.7250 | 0.8515 |
191
+ | No log | 4.6667 | 280 | 0.7466 | 0.5121 | 0.7466 | 0.8640 |
192
+ | No log | 4.7 | 282 | 0.7995 | 0.4696 | 0.7995 | 0.8941 |
193
+ | No log | 4.7333 | 284 | 0.7799 | 0.4712 | 0.7799 | 0.8831 |
194
+ | No log | 4.7667 | 286 | 0.7189 | 0.5274 | 0.7189 | 0.8479 |
195
+ | No log | 4.8 | 288 | 0.7098 | 0.5647 | 0.7098 | 0.8425 |
196
+ | No log | 4.8333 | 290 | 0.7003 | 0.5759 | 0.7003 | 0.8368 |
197
+ | No log | 4.8667 | 292 | 0.6957 | 0.5656 | 0.6957 | 0.8341 |
198
+ | No log | 4.9 | 294 | 0.6886 | 0.5882 | 0.6886 | 0.8298 |
199
+ | No log | 4.9333 | 296 | 0.6725 | 0.5831 | 0.6725 | 0.8201 |
200
+ | No log | 4.9667 | 298 | 0.6573 | 0.6324 | 0.6573 | 0.8107 |
201
+ | No log | 5.0 | 300 | 0.6236 | 0.5994 | 0.6236 | 0.7897 |
202
+ | No log | 5.0333 | 302 | 0.6234 | 0.5568 | 0.6234 | 0.7896 |
203
+ | No log | 5.0667 | 304 | 0.6322 | 0.4868 | 0.6322 | 0.7951 |
204
+ | No log | 5.1 | 306 | 0.6148 | 0.5782 | 0.6148 | 0.7841 |
205
+ | No log | 5.1333 | 308 | 0.6191 | 0.6510 | 0.6191 | 0.7869 |
206
+ | No log | 5.1667 | 310 | 0.6469 | 0.7084 | 0.6469 | 0.8043 |
207
+ | No log | 5.2 | 312 | 0.6684 | 0.6990 | 0.6684 | 0.8175 |
208
+ | No log | 5.2333 | 314 | 0.6647 | 0.7033 | 0.6647 | 0.8153 |
209
+ | No log | 5.2667 | 316 | 0.6502 | 0.6614 | 0.6502 | 0.8064 |
210
+ | No log | 5.3 | 318 | 0.6583 | 0.6119 | 0.6583 | 0.8114 |
211
+ | No log | 5.3333 | 320 | 0.6337 | 0.6455 | 0.6337 | 0.7961 |
212
+ | No log | 5.3667 | 322 | 0.6174 | 0.5438 | 0.6174 | 0.7858 |
213
+ | No log | 5.4 | 324 | 0.6172 | 0.5202 | 0.6172 | 0.7856 |
214
+ | No log | 5.4333 | 326 | 0.6220 | 0.5074 | 0.6220 | 0.7887 |
215
+ | No log | 5.4667 | 328 | 0.6419 | 0.5107 | 0.6419 | 0.8012 |
216
+ | No log | 5.5 | 330 | 0.6594 | 0.5197 | 0.6594 | 0.8120 |
217
+ | No log | 5.5333 | 332 | 0.7026 | 0.5439 | 0.7026 | 0.8382 |
218
+ | No log | 5.5667 | 334 | 0.6440 | 0.5993 | 0.6440 | 0.8025 |
219
+ | No log | 5.6 | 336 | 0.6010 | 0.6174 | 0.6010 | 0.7752 |
220
+ | No log | 5.6333 | 338 | 0.6060 | 0.6438 | 0.6060 | 0.7785 |
221
+ | No log | 5.6667 | 340 | 0.6005 | 0.6347 | 0.6005 | 0.7749 |
222
+ | No log | 5.7 | 342 | 0.6220 | 0.5710 | 0.6220 | 0.7887 |
223
+ | No log | 5.7333 | 344 | 0.6647 | 0.5521 | 0.6647 | 0.8153 |
224
+ | No log | 5.7667 | 346 | 0.7012 | 0.5455 | 0.7012 | 0.8374 |
225
+ | No log | 5.8 | 348 | 0.6624 | 0.5153 | 0.6624 | 0.8139 |
226
+ | No log | 5.8333 | 350 | 0.5983 | 0.6452 | 0.5983 | 0.7735 |
227
+ | No log | 5.8667 | 352 | 0.6207 | 0.6308 | 0.6207 | 0.7878 |
228
+ | No log | 5.9 | 354 | 0.7104 | 0.5372 | 0.7104 | 0.8428 |
229
+ | No log | 5.9333 | 356 | 0.7335 | 0.4964 | 0.7335 | 0.8565 |
230
+ | No log | 5.9667 | 358 | 0.6511 | 0.6457 | 0.6511 | 0.8069 |
231
+ | No log | 6.0 | 360 | 0.6276 | 0.5622 | 0.6276 | 0.7922 |
232
+ | No log | 6.0333 | 362 | 0.6767 | 0.4608 | 0.6767 | 0.8226 |
233
+ | No log | 6.0667 | 364 | 0.6606 | 0.4503 | 0.6606 | 0.8128 |
234
+ | No log | 6.1 | 366 | 0.6472 | 0.4833 | 0.6472 | 0.8045 |
235
+ | No log | 6.1333 | 368 | 0.6820 | 0.5828 | 0.6820 | 0.8258 |
236
+ | No log | 6.1667 | 370 | 0.6834 | 0.5946 | 0.6834 | 0.8267 |
237
+ | No log | 6.2 | 372 | 0.6177 | 0.6025 | 0.6177 | 0.7859 |
238
+ | No log | 6.2333 | 374 | 0.5759 | 0.6317 | 0.5759 | 0.7589 |
239
+ | No log | 6.2667 | 376 | 0.5826 | 0.6427 | 0.5826 | 0.7633 |
240
+ | No log | 6.3 | 378 | 0.5876 | 0.6427 | 0.5876 | 0.7666 |
241
+ | No log | 6.3333 | 380 | 0.6114 | 0.5794 | 0.6114 | 0.7819 |
242
+ | No log | 6.3667 | 382 | 0.6191 | 0.6129 | 0.6191 | 0.7868 |
243
+ | No log | 6.4 | 384 | 0.6274 | 0.5805 | 0.6274 | 0.7921 |
244
+ | No log | 6.4333 | 386 | 0.6387 | 0.6014 | 0.6387 | 0.7992 |
245
+ | No log | 6.4667 | 388 | 0.6332 | 0.6014 | 0.6332 | 0.7957 |
246
+ | No log | 6.5 | 390 | 0.6198 | 0.5455 | 0.6198 | 0.7873 |
247
+ | No log | 6.5333 | 392 | 0.6083 | 0.5316 | 0.6083 | 0.7800 |
248
+ | No log | 6.5667 | 394 | 0.6186 | 0.5510 | 0.6186 | 0.7865 |
249
+ | No log | 6.6 | 396 | 0.6307 | 0.5174 | 0.6307 | 0.7941 |
250
+ | No log | 6.6333 | 398 | 0.6532 | 0.5421 | 0.6532 | 0.8082 |
251
+ | No log | 6.6667 | 400 | 0.6872 | 0.5542 | 0.6872 | 0.8290 |
252
+ | No log | 6.7 | 402 | 0.6899 | 0.4866 | 0.6899 | 0.8306 |
253
+ | No log | 6.7333 | 404 | 0.7039 | 0.4494 | 0.7039 | 0.8390 |
254
+ | No log | 6.7667 | 406 | 0.7320 | 0.4595 | 0.7320 | 0.8556 |
255
+ | No log | 6.8 | 408 | 0.7086 | 0.3922 | 0.7086 | 0.8418 |
256
+ | No log | 6.8333 | 410 | 0.6842 | 0.4641 | 0.6842 | 0.8271 |
257
+ | No log | 6.8667 | 412 | 0.6873 | 0.5704 | 0.6873 | 0.8290 |
258
+ | No log | 6.9 | 414 | 0.6613 | 0.6139 | 0.6613 | 0.8132 |
259
+ | No log | 6.9333 | 416 | 0.6428 | 0.6007 | 0.6428 | 0.8017 |
260
+ | No log | 6.9667 | 418 | 0.6633 | 0.5777 | 0.6633 | 0.8144 |
261
+ | No log | 7.0 | 420 | 0.6277 | 0.6406 | 0.6277 | 0.7922 |
262
+ | No log | 7.0333 | 422 | 0.6265 | 0.6238 | 0.6265 | 0.7915 |
263
+ | No log | 7.0667 | 424 | 0.6711 | 0.6050 | 0.6711 | 0.8192 |
264
+ | No log | 7.1 | 426 | 0.6574 | 0.5706 | 0.6574 | 0.8108 |
265
+ | No log | 7.1333 | 428 | 0.6413 | 0.5536 | 0.6413 | 0.8008 |
266
+ | No log | 7.1667 | 430 | 0.6608 | 0.4927 | 0.6608 | 0.8129 |
267
+ | No log | 7.2 | 432 | 0.7003 | 0.5545 | 0.7003 | 0.8368 |
268
+ | No log | 7.2333 | 434 | 0.7134 | 0.5592 | 0.7134 | 0.8446 |
269
+ | No log | 7.2667 | 436 | 0.7086 | 0.5224 | 0.7086 | 0.8418 |
270
+ | No log | 7.3 | 438 | 0.7039 | 0.5224 | 0.7039 | 0.8390 |
271
+ | No log | 7.3333 | 440 | 0.7176 | 0.5016 | 0.7176 | 0.8471 |
272
+ | No log | 7.3667 | 442 | 0.7919 | 0.3351 | 0.7919 | 0.8899 |
273
+ | No log | 7.4 | 444 | 0.8240 | 0.2721 | 0.8240 | 0.9077 |
274
+ | No log | 7.4333 | 446 | 0.8022 | 0.3498 | 0.8022 | 0.8956 |
275
+ | No log | 7.4667 | 448 | 0.7522 | 0.4365 | 0.7522 | 0.8673 |
276
+ | No log | 7.5 | 450 | 0.7082 | 0.4658 | 0.7082 | 0.8416 |
277
+ | No log | 7.5333 | 452 | 0.6827 | 0.4520 | 0.6827 | 0.8263 |
278
+ | No log | 7.5667 | 454 | 0.7021 | 0.4995 | 0.7021 | 0.8379 |
279
+ | No log | 7.6 | 456 | 0.7271 | 0.4968 | 0.7271 | 0.8527 |
280
+ | No log | 7.6333 | 458 | 0.6974 | 0.5221 | 0.6974 | 0.8351 |
281
+ | No log | 7.6667 | 460 | 0.6731 | 0.5402 | 0.6731 | 0.8204 |
282
+ | No log | 7.7 | 462 | 0.6664 | 0.4381 | 0.6664 | 0.8163 |
283
+ | No log | 7.7333 | 464 | 0.6697 | 0.4520 | 0.6697 | 0.8183 |
284
+ | No log | 7.7667 | 466 | 0.6786 | 0.5073 | 0.6786 | 0.8238 |
285
+ | No log | 7.8 | 468 | 0.6797 | 0.4919 | 0.6797 | 0.8244 |
286
+ | No log | 7.8333 | 470 | 0.6781 | 0.5057 | 0.6781 | 0.8235 |
287
+ | No log | 7.8667 | 472 | 0.6849 | 0.4960 | 0.6849 | 0.8276 |
288
+ | No log | 7.9 | 474 | 0.6879 | 0.5342 | 0.6879 | 0.8294 |
289
+ | No log | 7.9333 | 476 | 0.6802 | 0.5441 | 0.6802 | 0.8247 |
290
+ | No log | 7.9667 | 478 | 0.7058 | 0.5480 | 0.7058 | 0.8401 |
291
+ | No log | 8.0 | 480 | 0.7537 | 0.4737 | 0.7537 | 0.8682 |
292
+ | No log | 8.0333 | 482 | 0.7636 | 0.4840 | 0.7636 | 0.8739 |
293
+ | No log | 8.0667 | 484 | 0.7620 | 0.4257 | 0.7620 | 0.8729 |
294
+ | No log | 8.1 | 486 | 0.7860 | 0.4192 | 0.7860 | 0.8866 |
295
+ | No log | 8.1333 | 488 | 0.8290 | 0.3921 | 0.8290 | 0.9105 |
296
+ | No log | 8.1667 | 490 | 0.8016 | 0.4054 | 0.8016 | 0.8953 |
297
+ | No log | 8.2 | 492 | 0.7339 | 0.4511 | 0.7339 | 0.8567 |
298
+ | No log | 8.2333 | 494 | 0.6713 | 0.5939 | 0.6713 | 0.8193 |
299
+ | No log | 8.2667 | 496 | 0.6465 | 0.5770 | 0.6465 | 0.8040 |
300
+ | No log | 8.3 | 498 | 0.6349 | 0.6021 | 0.6349 | 0.7968 |
301
+ | 0.2777 | 8.3333 | 500 | 0.6425 | 0.5586 | 0.6425 | 0.8016 |
302
+ | 0.2777 | 8.3667 | 502 | 0.6375 | 0.5696 | 0.6375 | 0.7985 |
303
+ | 0.2777 | 8.4 | 504 | 0.6304 | 0.5868 | 0.6304 | 0.7940 |
304
+ | 0.2777 | 8.4333 | 506 | 0.6469 | 0.5439 | 0.6469 | 0.8043 |
305
+ | 0.2777 | 8.4667 | 508 | 0.6421 | 0.5692 | 0.6421 | 0.8013 |
306
+ | 0.2777 | 8.5 | 510 | 0.6388 | 0.5455 | 0.6388 | 0.7992 |
307
+ | 0.2777 | 8.5333 | 512 | 0.6929 | 0.5951 | 0.6929 | 0.8324 |
308
+ | 0.2777 | 8.5667 | 514 | 0.7227 | 0.5828 | 0.7227 | 0.8501 |
309
+ | 0.2777 | 8.6 | 516 | 0.6890 | 0.5951 | 0.6890 | 0.8301 |
310
+ | 0.2777 | 8.6333 | 518 | 0.6390 | 0.5581 | 0.6390 | 0.7994 |
311
+ | 0.2777 | 8.6667 | 520 | 0.6304 | 0.5783 | 0.6304 | 0.7940 |
312
+ | 0.2777 | 8.7 | 522 | 0.6386 | 0.5215 | 0.6386 | 0.7991 |
313
+ | 0.2777 | 8.7333 | 524 | 0.6891 | 0.5493 | 0.6891 | 0.8301 |
314
+ | 0.2777 | 8.7667 | 526 | 0.7772 | 0.5614 | 0.7772 | 0.8816 |
315
+ | 0.2777 | 8.8 | 528 | 0.7674 | 0.5721 | 0.7674 | 0.8760 |
316
+ | 0.2777 | 8.8333 | 530 | 0.7102 | 0.5697 | 0.7102 | 0.8427 |
317
+ | 0.2777 | 8.8667 | 532 | 0.7002 | 0.5806 | 0.7002 | 0.8368 |
318
+ | 0.2777 | 8.9 | 534 | 0.6836 | 0.5446 | 0.6836 | 0.8268 |
319
+ | 0.2777 | 8.9333 | 536 | 0.7013 | 0.5078 | 0.7013 | 0.8374 |
320
+ | 0.2777 | 8.9667 | 538 | 0.6954 | 0.4692 | 0.6954 | 0.8339 |
321
+ | 0.2777 | 9.0 | 540 | 0.6774 | 0.4938 | 0.6774 | 0.8231 |
322
+ | 0.2777 | 9.0333 | 542 | 0.6688 | 0.5412 | 0.6688 | 0.8178 |
323
 
324
 
325
  ### Framework versions
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