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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task1_organization

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Training in progress, step 500

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  1. README.md +263 -514
  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_k8_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_k8_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: 0.6903
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- - Qwk: 0.7195
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- - Mse: 0.6903
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- - Rmse: 0.8308
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  ## Model description
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@@ -49,514 +49,263 @@ 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 | 0.0488 | 2 | 6.7862 | 0.0176 | 6.7862 | 2.6050 |
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- | No log | 0.0976 | 4 | 4.5645 | 0.0620 | 4.5645 | 2.1365 |
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- | No log | 0.1463 | 6 | 3.0991 | 0.0819 | 3.0991 | 1.7604 |
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- | No log | 0.1951 | 8 | 3.5070 | -0.0214 | 3.5070 | 1.8727 |
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- | No log | 0.2439 | 10 | 4.0543 | -0.0571 | 4.0543 | 2.0135 |
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- | No log | 0.2927 | 12 | 3.0070 | 0.0875 | 3.0070 | 1.7341 |
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- | No log | 0.3415 | 14 | 1.8694 | 0.2951 | 1.8694 | 1.3673 |
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- | No log | 0.3902 | 16 | 1.9859 | 0.1947 | 1.9859 | 1.4092 |
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- | No log | 0.4390 | 18 | 2.3493 | -0.0576 | 2.3493 | 1.5328 |
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- | No log | 0.4878 | 20 | 2.3233 | 0.0 | 2.3233 | 1.5242 |
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- | No log | 0.5366 | 22 | 1.9718 | 0.1802 | 1.9718 | 1.4042 |
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- | No log | 0.5854 | 24 | 1.7936 | 0.1905 | 1.7936 | 1.3392 |
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- | No log | 0.6341 | 26 | 1.6901 | 0.1905 | 1.6901 | 1.3000 |
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- | No log | 0.6829 | 28 | 1.7943 | 0.1852 | 1.7943 | 1.3395 |
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- | No log | 0.7317 | 30 | 2.0216 | 0.2439 | 2.0216 | 1.4218 |
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- | No log | 0.7805 | 32 | 2.1068 | 0.1898 | 2.1068 | 1.4515 |
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- | No log | 0.8293 | 34 | 2.3694 | 0.0685 | 2.3694 | 1.5393 |
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- | No log | 0.8780 | 36 | 2.6652 | 0.0405 | 2.6652 | 1.6326 |
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- | No log | 0.9268 | 38 | 2.6370 | 0.0405 | 2.6370 | 1.6239 |
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- | No log | 0.9756 | 40 | 2.3188 | 0.0966 | 2.3188 | 1.5228 |
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- | No log | 1.0244 | 42 | 1.9122 | 0.2353 | 1.9122 | 1.3828 |
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- | No log | 1.0732 | 44 | 1.5797 | 0.3667 | 1.5797 | 1.2569 |
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- | No log | 1.1220 | 46 | 1.4136 | 0.2752 | 1.4136 | 1.1890 |
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- | No log | 1.1707 | 48 | 1.3527 | 0.3604 | 1.3527 | 1.1631 |
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- | No log | 1.2195 | 50 | 1.2956 | 0.4 | 1.2956 | 1.1383 |
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- | No log | 1.2683 | 52 | 1.3089 | 0.4202 | 1.3089 | 1.1441 |
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- | No log | 1.3171 | 54 | 1.3320 | 0.4034 | 1.3320 | 1.1541 |
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- | No log | 1.3659 | 56 | 1.4553 | 0.3636 | 1.4553 | 1.2064 |
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- | No log | 1.4146 | 58 | 1.6644 | 0.3538 | 1.6644 | 1.2901 |
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- | No log | 1.4634 | 60 | 1.9104 | 0.2993 | 1.9104 | 1.3822 |
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- | No log | 1.5122 | 62 | 1.8655 | 0.3289 | 1.8655 | 1.3659 |
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- | No log | 1.5610 | 64 | 1.5641 | 0.4296 | 1.5641 | 1.2507 |
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- | No log | 1.6098 | 66 | 1.2177 | 0.4923 | 1.2177 | 1.1035 |
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- | No log | 1.6585 | 68 | 1.0819 | 0.5455 | 1.0819 | 1.0401 |
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- | No log | 1.7073 | 70 | 1.1686 | 0.5344 | 1.1686 | 1.0810 |
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- | No log | 1.7561 | 72 | 1.3980 | 0.4242 | 1.3980 | 1.1824 |
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- | No log | 1.8049 | 74 | 1.4057 | 0.4361 | 1.4057 | 1.1856 |
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- | No log | 1.8537 | 76 | 1.3875 | 0.4706 | 1.3875 | 1.1779 |
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- | No log | 1.9024 | 78 | 1.1060 | 0.5496 | 1.1060 | 1.0517 |
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- | No log | 1.9512 | 80 | 0.9350 | 0.6212 | 0.9350 | 0.9670 |
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- | No log | 2.0 | 82 | 1.1515 | 0.496 | 1.1515 | 1.0731 |
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- | No log | 2.0488 | 84 | 1.2054 | 0.5156 | 1.2054 | 1.0979 |
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- | No log | 2.0976 | 86 | 1.1257 | 0.5 | 1.1257 | 1.0610 |
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- | No log | 2.1463 | 88 | 1.0984 | 0.6029 | 1.0984 | 1.0481 |
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- | No log | 2.1951 | 90 | 1.1444 | 0.5839 | 1.1444 | 1.0698 |
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- | No log | 2.2439 | 92 | 1.1510 | 0.5915 | 1.1510 | 1.0729 |
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- | No log | 2.2927 | 94 | 1.0337 | 0.6143 | 1.0337 | 1.0167 |
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- | No log | 2.3415 | 96 | 0.9428 | 0.6434 | 0.9428 | 0.9710 |
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- | No log | 2.3902 | 98 | 1.0981 | 0.6074 | 1.0981 | 1.0479 |
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- | No log | 2.4390 | 100 | 1.0551 | 0.6316 | 1.0551 | 1.0272 |
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- | No log | 2.4878 | 102 | 1.0122 | 0.5846 | 1.0122 | 1.0061 |
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- | No log | 2.5366 | 104 | 0.9996 | 0.6029 | 0.9996 | 0.9998 |
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- | No log | 2.5854 | 106 | 1.1816 | 0.5778 | 1.1816 | 1.0870 |
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- | No log | 2.6341 | 108 | 1.3179 | 0.5185 | 1.3179 | 1.1480 |
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- | No log | 2.6829 | 110 | 1.1441 | 0.5672 | 1.1441 | 1.0696 |
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- | No log | 2.7317 | 112 | 1.0132 | 0.5588 | 1.0132 | 1.0066 |
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- | No log | 2.7805 | 114 | 0.9753 | 0.5802 | 0.9753 | 0.9876 |
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- | No log | 2.8293 | 116 | 1.0020 | 0.5426 | 1.0020 | 1.0010 |
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- | No log | 2.8780 | 118 | 0.9977 | 0.5564 | 0.9977 | 0.9988 |
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- | No log | 2.9268 | 120 | 1.0282 | 0.5303 | 1.0282 | 1.0140 |
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- | No log | 2.9756 | 122 | 1.0545 | 0.5755 | 1.0545 | 1.0269 |
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- | No log | 3.0244 | 124 | 0.9706 | 0.5652 | 0.9706 | 0.9852 |
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- | No log | 3.0732 | 126 | 0.8490 | 0.6286 | 0.8490 | 0.9214 |
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- | No log | 3.1220 | 128 | 0.8883 | 0.7172 | 0.8883 | 0.9425 |
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- | No log | 3.1707 | 130 | 1.0233 | 0.6259 | 1.0233 | 1.0116 |
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- | No log | 3.2195 | 132 | 1.1463 | 0.5270 | 1.1463 | 1.0706 |
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- | No log | 3.2683 | 134 | 1.1361 | 0.5405 | 1.1361 | 1.0659 |
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- | No log | 3.3171 | 136 | 1.0792 | 0.5693 | 1.0792 | 1.0388 |
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- | No log | 3.3659 | 138 | 1.1171 | 0.5735 | 1.1171 | 1.0569 |
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- | No log | 3.4146 | 140 | 1.0347 | 0.6043 | 1.0347 | 1.0172 |
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- | No log | 3.4634 | 142 | 0.8916 | 0.6763 | 0.8916 | 0.9443 |
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- | No log | 3.5122 | 144 | 0.9067 | 0.6809 | 0.9067 | 0.9522 |
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- | No log | 3.5610 | 146 | 0.9591 | 0.6815 | 0.9591 | 0.9793 |
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- | No log | 3.6098 | 148 | 0.9137 | 0.6861 | 0.9137 | 0.9559 |
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- | No log | 3.6585 | 150 | 0.8238 | 0.6803 | 0.8238 | 0.9076 |
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- | No log | 3.7073 | 152 | 0.8051 | 0.6853 | 0.8051 | 0.8973 |
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- | No log | 3.7561 | 154 | 0.8237 | 0.6620 | 0.8237 | 0.9076 |
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- | No log | 3.8049 | 156 | 0.8029 | 0.6944 | 0.8029 | 0.8960 |
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- | No log | 3.8537 | 158 | 0.7817 | 0.6528 | 0.7817 | 0.8841 |
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- | No log | 3.9024 | 160 | 0.8052 | 0.7075 | 0.8052 | 0.8973 |
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- | No log | 3.9512 | 162 | 0.8151 | 0.7075 | 0.8151 | 0.9028 |
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- | No log | 4.0 | 164 | 0.7570 | 0.7123 | 0.7570 | 0.8701 |
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- | No log | 4.0488 | 166 | 0.7587 | 0.6846 | 0.7587 | 0.8710 |
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- | No log | 4.0976 | 168 | 0.7832 | 0.6803 | 0.7832 | 0.8850 |
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- | No log | 4.1463 | 170 | 0.7883 | 0.6712 | 0.7883 | 0.8879 |
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- | No log | 4.1951 | 172 | 0.8059 | 0.6575 | 0.8059 | 0.8977 |
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- | No log | 4.2439 | 174 | 0.8191 | 0.6759 | 0.8191 | 0.9050 |
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- | No log | 4.2927 | 176 | 0.8150 | 0.6986 | 0.8150 | 0.9028 |
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- | No log | 4.3415 | 178 | 0.8444 | 0.7034 | 0.8444 | 0.9189 |
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- | No log | 4.3902 | 180 | 0.8890 | 0.6525 | 0.8890 | 0.9429 |
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- | No log | 4.4390 | 182 | 0.8596 | 0.6950 | 0.8596 | 0.9271 |
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- | No log | 4.4878 | 184 | 0.8211 | 0.6986 | 0.8211 | 0.9062 |
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- | No log | 4.5366 | 186 | 0.8327 | 0.6980 | 0.8327 | 0.9125 |
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- | No log | 4.5854 | 188 | 0.8407 | 0.6795 | 0.8407 | 0.9169 |
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- | No log | 4.6341 | 190 | 0.8382 | 0.6795 | 0.8382 | 0.9155 |
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- | No log | 4.6829 | 192 | 0.8254 | 0.6968 | 0.8254 | 0.9085 |
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- | No log | 4.7317 | 194 | 0.7770 | 0.7285 | 0.7770 | 0.8815 |
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- | No log | 4.7805 | 196 | 0.7377 | 0.7211 | 0.7377 | 0.8589 |
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- | No log | 4.8293 | 198 | 0.7331 | 0.7190 | 0.7331 | 0.8562 |
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- | No log | 4.8780 | 200 | 0.7960 | 0.7375 | 0.7960 | 0.8922 |
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- | No log | 4.9268 | 202 | 0.7559 | 0.7284 | 0.7559 | 0.8695 |
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- | No log | 4.9756 | 204 | 0.7312 | 0.7375 | 0.7312 | 0.8551 |
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- | No log | 5.0244 | 206 | 0.7739 | 0.7296 | 0.7739 | 0.8797 |
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- | No log | 5.0732 | 208 | 0.9591 | 0.6174 | 0.9591 | 0.9794 |
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- | No log | 5.1220 | 210 | 1.2000 | 0.5556 | 1.2000 | 1.0954 |
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- | No log | 5.1707 | 212 | 1.0069 | 0.6216 | 1.0069 | 1.0035 |
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- | No log | 5.2195 | 214 | 0.7205 | 0.72 | 0.7205 | 0.8488 |
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- | No log | 5.2683 | 216 | 0.6641 | 0.7671 | 0.6641 | 0.8149 |
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- | No log | 5.3171 | 218 | 0.7497 | 0.7451 | 0.7497 | 0.8659 |
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- | No log | 5.3659 | 220 | 0.7930 | 0.7355 | 0.7930 | 0.8905 |
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- | No log | 5.4146 | 222 | 0.7022 | 0.7403 | 0.7022 | 0.8379 |
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- | No log | 5.4634 | 224 | 0.7410 | 0.7451 | 0.7410 | 0.8608 |
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- | No log | 5.5122 | 226 | 0.8384 | 0.675 | 0.8384 | 0.9157 |
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- | No log | 5.5610 | 228 | 0.8242 | 0.7261 | 0.8242 | 0.9078 |
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- | No log | 5.6098 | 230 | 0.7477 | 0.75 | 0.7477 | 0.8647 |
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- | No log | 5.6585 | 232 | 0.8335 | 0.7044 | 0.8335 | 0.9130 |
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- | No log | 5.7073 | 234 | 0.9965 | 0.6871 | 0.9965 | 0.9983 |
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- | No log | 5.7561 | 236 | 0.9425 | 0.6835 | 0.9425 | 0.9708 |
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- | No log | 5.8049 | 238 | 0.7597 | 0.6835 | 0.7597 | 0.8716 |
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- | No log | 5.8537 | 240 | 0.7417 | 0.7320 | 0.7417 | 0.8612 |
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- | No log | 5.9024 | 242 | 0.8835 | 0.6541 | 0.8835 | 0.9399 |
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- | No log | 5.9512 | 244 | 0.9023 | 0.6483 | 0.9023 | 0.9499 |
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- | No log | 6.0 | 246 | 0.8183 | 0.7034 | 0.8183 | 0.9046 |
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- | No log | 6.0488 | 248 | 0.7869 | 0.6892 | 0.7869 | 0.8871 |
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- | No log | 6.0976 | 250 | 0.7759 | 0.7285 | 0.7759 | 0.8808 |
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- | No log | 6.1463 | 252 | 0.7576 | 0.7451 | 0.7576 | 0.8704 |
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- | No log | 6.1951 | 254 | 0.7231 | 0.7564 | 0.7231 | 0.8504 |
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- | No log | 6.2439 | 256 | 0.7344 | 0.7453 | 0.7344 | 0.8569 |
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- | No log | 6.2927 | 258 | 0.7518 | 0.7485 | 0.7518 | 0.8671 |
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- | No log | 6.3415 | 260 | 0.7327 | 0.7730 | 0.7327 | 0.8560 |
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- | No log | 6.3902 | 262 | 0.7510 | 0.7059 | 0.7510 | 0.8666 |
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- | No log | 6.4390 | 264 | 0.6980 | 0.7607 | 0.6980 | 0.8354 |
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- | No log | 6.4878 | 266 | 0.6953 | 0.7701 | 0.6953 | 0.8339 |
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- | No log | 6.5366 | 268 | 0.7195 | 0.8 | 0.7195 | 0.8482 |
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- | No log | 6.5854 | 270 | 0.7847 | 0.7444 | 0.7847 | 0.8858 |
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- | No log | 6.6341 | 272 | 0.8653 | 0.7363 | 0.8653 | 0.9302 |
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- | No log | 6.6829 | 274 | 0.9929 | 0.7 | 0.9929 | 0.9965 |
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- | No log | 6.7317 | 276 | 0.9519 | 0.6901 | 0.9519 | 0.9757 |
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- | No log | 6.7805 | 278 | 0.8232 | 0.7013 | 0.8232 | 0.9073 |
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- | No log | 6.8293 | 280 | 0.8139 | 0.7067 | 0.8139 | 0.9021 |
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- | No log | 6.8780 | 282 | 0.8092 | 0.7034 | 0.8092 | 0.8995 |
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- | No log | 6.9268 | 284 | 0.7778 | 0.7297 | 0.7778 | 0.8819 |
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- | No log | 6.9756 | 286 | 0.7975 | 0.7114 | 0.7975 | 0.8930 |
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- | No log | 7.0244 | 288 | 0.8179 | 0.72 | 0.8179 | 0.9044 |
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- | No log | 7.0732 | 290 | 0.7918 | 0.7273 | 0.7918 | 0.8898 |
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- | No log | 7.1220 | 292 | 0.7424 | 0.7468 | 0.7424 | 0.8616 |
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- | No log | 7.1707 | 294 | 0.7217 | 0.775 | 0.7217 | 0.8495 |
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- | No log | 7.2195 | 296 | 0.6942 | 0.7730 | 0.6942 | 0.8332 |
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- | No log | 7.2683 | 298 | 0.7007 | 0.7439 | 0.7007 | 0.8371 |
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- | No log | 7.3171 | 300 | 0.7764 | 0.7037 | 0.7764 | 0.8811 |
202
- | No log | 7.3659 | 302 | 0.7813 | 0.6933 | 0.7813 | 0.8839 |
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- | No log | 7.4146 | 304 | 0.7370 | 0.6944 | 0.7370 | 0.8585 |
204
- | No log | 7.4634 | 306 | 0.7247 | 0.7451 | 0.7247 | 0.8513 |
205
- | No log | 7.5122 | 308 | 0.6947 | 0.7692 | 0.6947 | 0.8335 |
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- | No log | 7.5610 | 310 | 0.6886 | 0.7453 | 0.6886 | 0.8298 |
207
- | No log | 7.6098 | 312 | 0.7147 | 0.7386 | 0.7147 | 0.8454 |
208
- | No log | 7.6585 | 314 | 0.7554 | 0.7442 | 0.7554 | 0.8691 |
209
- | No log | 7.7073 | 316 | 0.7266 | 0.7296 | 0.7266 | 0.8524 |
210
- | No log | 7.7561 | 318 | 0.7321 | 0.7436 | 0.7321 | 0.8556 |
211
- | No log | 7.8049 | 320 | 0.6956 | 0.7421 | 0.6956 | 0.8340 |
212
- | No log | 7.8537 | 322 | 0.6785 | 0.7799 | 0.6785 | 0.8237 |
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- | No log | 7.9024 | 324 | 0.6670 | 0.7826 | 0.6670 | 0.8167 |
214
- | No log | 7.9512 | 326 | 0.6905 | 0.7654 | 0.6905 | 0.8310 |
215
- | No log | 8.0 | 328 | 0.7168 | 0.7547 | 0.7168 | 0.8467 |
216
- | No log | 8.0488 | 330 | 0.7464 | 0.7389 | 0.7464 | 0.8640 |
217
- | No log | 8.0976 | 332 | 0.7659 | 0.6968 | 0.7659 | 0.8751 |
218
- | No log | 8.1463 | 334 | 0.7762 | 0.6974 | 0.7762 | 0.8810 |
219
- | No log | 8.1951 | 336 | 0.7906 | 0.7143 | 0.7906 | 0.8891 |
220
- | No log | 8.2439 | 338 | 0.7976 | 0.7285 | 0.7976 | 0.8931 |
221
- | No log | 8.2927 | 340 | 0.8078 | 0.7355 | 0.8078 | 0.8988 |
222
- | No log | 8.3415 | 342 | 0.7814 | 0.7355 | 0.7814 | 0.8840 |
223
- | No log | 8.3902 | 344 | 0.7797 | 0.7333 | 0.7797 | 0.8830 |
224
- | No log | 8.4390 | 346 | 0.8100 | 0.6835 | 0.8100 | 0.9000 |
225
- | No log | 8.4878 | 348 | 0.8364 | 0.6918 | 0.8364 | 0.9145 |
226
- | No log | 8.5366 | 350 | 0.7837 | 0.7125 | 0.7837 | 0.8853 |
227
- | No log | 8.5854 | 352 | 0.7498 | 0.7 | 0.7498 | 0.8659 |
228
- | No log | 8.6341 | 354 | 0.7458 | 0.7195 | 0.7458 | 0.8636 |
229
- | No log | 8.6829 | 356 | 0.7791 | 0.7159 | 0.7791 | 0.8827 |
230
- | No log | 8.7317 | 358 | 0.7593 | 0.7059 | 0.7593 | 0.8714 |
231
- | No log | 8.7805 | 360 | 0.6961 | 0.7547 | 0.6961 | 0.8343 |
232
- | No log | 8.8293 | 362 | 0.7268 | 0.7403 | 0.7268 | 0.8525 |
233
- | No log | 8.8780 | 364 | 0.7460 | 0.7368 | 0.7460 | 0.8637 |
234
- | No log | 8.9268 | 366 | 0.7314 | 0.7451 | 0.7314 | 0.8552 |
235
- | No log | 8.9756 | 368 | 0.7055 | 0.7550 | 0.7055 | 0.8399 |
236
- | No log | 9.0244 | 370 | 0.7041 | 0.7550 | 0.7041 | 0.8391 |
237
- | No log | 9.0732 | 372 | 0.7010 | 0.7662 | 0.7010 | 0.8372 |
238
- | No log | 9.1220 | 374 | 0.6880 | 0.7662 | 0.6880 | 0.8294 |
239
- | No log | 9.1707 | 376 | 0.6981 | 0.7632 | 0.6981 | 0.8355 |
240
- | No log | 9.2195 | 378 | 0.7455 | 0.7407 | 0.7455 | 0.8634 |
241
- | No log | 9.2683 | 380 | 0.7501 | 0.7273 | 0.7501 | 0.8661 |
242
- | No log | 9.3171 | 382 | 0.7098 | 0.7451 | 0.7098 | 0.8425 |
243
- | No log | 9.3659 | 384 | 0.7038 | 0.7771 | 0.7038 | 0.8389 |
244
- | No log | 9.4146 | 386 | 0.7119 | 0.7771 | 0.7119 | 0.8437 |
245
- | No log | 9.4634 | 388 | 0.7303 | 0.7355 | 0.7303 | 0.8546 |
246
- | No log | 9.5122 | 390 | 0.7437 | 0.7114 | 0.7437 | 0.8624 |
247
- | No log | 9.5610 | 392 | 0.7637 | 0.6962 | 0.7637 | 0.8739 |
248
- | No log | 9.6098 | 394 | 0.8038 | 0.7030 | 0.8038 | 0.8965 |
249
- | No log | 9.6585 | 396 | 0.7856 | 0.7125 | 0.7856 | 0.8864 |
250
- | No log | 9.7073 | 398 | 0.7488 | 0.7013 | 0.7488 | 0.8653 |
251
- | No log | 9.7561 | 400 | 0.7575 | 0.6887 | 0.7575 | 0.8703 |
252
- | No log | 9.8049 | 402 | 0.7977 | 0.7067 | 0.7977 | 0.8931 |
253
- | No log | 9.8537 | 404 | 0.8077 | 0.7013 | 0.8077 | 0.8987 |
254
- | No log | 9.9024 | 406 | 0.7910 | 0.7013 | 0.7910 | 0.8894 |
255
- | No log | 9.9512 | 408 | 0.8201 | 0.6792 | 0.8201 | 0.9056 |
256
- | No log | 10.0 | 410 | 0.8350 | 0.6957 | 0.8350 | 0.9138 |
257
- | No log | 10.0488 | 412 | 0.7643 | 0.7143 | 0.7643 | 0.8743 |
258
- | No log | 10.0976 | 414 | 0.7179 | 0.7261 | 0.7179 | 0.8473 |
259
- | No log | 10.1463 | 416 | 0.7144 | 0.7355 | 0.7144 | 0.8452 |
260
- | No log | 10.1951 | 418 | 0.7001 | 0.7097 | 0.7001 | 0.8367 |
261
- | No log | 10.2439 | 420 | 0.6904 | 0.7468 | 0.6904 | 0.8309 |
262
- | No log | 10.2927 | 422 | 0.7027 | 0.7436 | 0.7027 | 0.8382 |
263
- | No log | 10.3415 | 424 | 0.7311 | 0.7451 | 0.7311 | 0.8551 |
264
- | No log | 10.3902 | 426 | 0.7206 | 0.7468 | 0.7206 | 0.8489 |
265
- | No log | 10.4390 | 428 | 0.7292 | 0.6883 | 0.7292 | 0.8540 |
266
- | No log | 10.4878 | 430 | 0.7515 | 0.7285 | 0.7515 | 0.8669 |
267
- | No log | 10.5366 | 432 | 0.7682 | 0.6901 | 0.7682 | 0.8764 |
268
- | No log | 10.5854 | 434 | 0.7691 | 0.6619 | 0.7691 | 0.8770 |
269
- | No log | 10.6341 | 436 | 0.8044 | 0.6846 | 0.8044 | 0.8969 |
270
- | No log | 10.6829 | 438 | 0.8069 | 0.6974 | 0.8069 | 0.8983 |
271
- | No log | 10.7317 | 440 | 0.7392 | 0.6883 | 0.7392 | 0.8598 |
272
- | No log | 10.7805 | 442 | 0.6624 | 0.7532 | 0.6624 | 0.8139 |
273
- | No log | 10.8293 | 444 | 0.6680 | 0.7308 | 0.6680 | 0.8173 |
274
- | No log | 10.8780 | 446 | 0.6560 | 0.7320 | 0.6560 | 0.8100 |
275
- | No log | 10.9268 | 448 | 0.6433 | 0.7730 | 0.6433 | 0.8021 |
276
- | No log | 10.9756 | 450 | 0.6724 | 0.7349 | 0.6724 | 0.8200 |
277
- | No log | 11.0244 | 452 | 0.7191 | 0.7117 | 0.7191 | 0.8480 |
278
- | No log | 11.0732 | 454 | 0.6968 | 0.7073 | 0.6968 | 0.8348 |
279
- | No log | 11.1220 | 456 | 0.6538 | 0.7308 | 0.6538 | 0.8086 |
280
- | No log | 11.1707 | 458 | 0.6489 | 0.7582 | 0.6489 | 0.8056 |
281
- | No log | 11.2195 | 460 | 0.6985 | 0.7152 | 0.6985 | 0.8357 |
282
- | No log | 11.2683 | 462 | 0.7278 | 0.7013 | 0.7278 | 0.8531 |
283
- | No log | 11.3171 | 464 | 0.6973 | 0.7013 | 0.6973 | 0.8351 |
284
- | No log | 11.3659 | 466 | 0.6725 | 0.7517 | 0.6725 | 0.8200 |
285
- | No log | 11.4146 | 468 | 0.6737 | 0.7285 | 0.6737 | 0.8208 |
286
- | No log | 11.4634 | 470 | 0.7011 | 0.7006 | 0.7011 | 0.8373 |
287
- | No log | 11.5122 | 472 | 0.7036 | 0.7037 | 0.7036 | 0.8388 |
288
- | No log | 11.5610 | 474 | 0.7400 | 0.7229 | 0.7400 | 0.8602 |
289
- | No log | 11.6098 | 476 | 0.7981 | 0.7326 | 0.7981 | 0.8933 |
290
- | No log | 11.6585 | 478 | 0.8709 | 0.7412 | 0.8709 | 0.9332 |
291
- | No log | 11.7073 | 480 | 0.8023 | 0.6962 | 0.8023 | 0.8957 |
292
- | No log | 11.7561 | 482 | 0.7492 | 0.6986 | 0.7492 | 0.8656 |
293
- | No log | 11.8049 | 484 | 0.7588 | 0.6857 | 0.7588 | 0.8711 |
294
- | No log | 11.8537 | 486 | 0.7450 | 0.7 | 0.7450 | 0.8631 |
295
- | No log | 11.9024 | 488 | 0.7250 | 0.7211 | 0.7250 | 0.8515 |
296
- | No log | 11.9512 | 490 | 0.7885 | 0.7215 | 0.7885 | 0.8879 |
297
- | No log | 12.0 | 492 | 0.7809 | 0.7329 | 0.7809 | 0.8837 |
298
- | No log | 12.0488 | 494 | 0.7839 | 0.7160 | 0.7839 | 0.8854 |
299
- | No log | 12.0976 | 496 | 0.8053 | 0.7081 | 0.8053 | 0.8974 |
300
- | No log | 12.1463 | 498 | 0.7637 | 0.6800 | 0.7637 | 0.8739 |
301
- | 0.4439 | 12.1951 | 500 | 0.7858 | 0.6621 | 0.7858 | 0.8864 |
302
- | 0.4439 | 12.2439 | 502 | 0.8054 | 0.6667 | 0.8054 | 0.8975 |
303
- | 0.4439 | 12.2927 | 504 | 0.7998 | 0.7059 | 0.7998 | 0.8943 |
304
- | 0.4439 | 12.3415 | 506 | 0.7643 | 0.6812 | 0.7643 | 0.8742 |
305
- | 0.4439 | 12.3902 | 508 | 0.7393 | 0.7101 | 0.7393 | 0.8598 |
306
- | 0.4439 | 12.4390 | 510 | 0.7180 | 0.7234 | 0.7180 | 0.8473 |
307
- | 0.4439 | 12.4878 | 512 | 0.7094 | 0.7034 | 0.7094 | 0.8423 |
308
- | 0.4439 | 12.5366 | 514 | 0.7132 | 0.6757 | 0.7132 | 0.8445 |
309
- | 0.4439 | 12.5854 | 516 | 0.7066 | 0.6757 | 0.7066 | 0.8406 |
310
- | 0.4439 | 12.6341 | 518 | 0.6743 | 0.7297 | 0.6743 | 0.8211 |
311
- | 0.4439 | 12.6829 | 520 | 0.6628 | 0.7248 | 0.6628 | 0.8142 |
312
- | 0.4439 | 12.7317 | 522 | 0.6808 | 0.7105 | 0.6808 | 0.8251 |
313
- | 0.4439 | 12.7805 | 524 | 0.7256 | 0.7013 | 0.7256 | 0.8518 |
314
- | 0.4439 | 12.8293 | 526 | 0.7443 | 0.6887 | 0.7443 | 0.8627 |
315
- | 0.4439 | 12.8780 | 528 | 0.6977 | 0.6897 | 0.6977 | 0.8353 |
316
- | 0.4439 | 12.9268 | 530 | 0.6604 | 0.75 | 0.6604 | 0.8126 |
317
- | 0.4439 | 12.9756 | 532 | 0.6628 | 0.7586 | 0.6628 | 0.8141 |
318
- | 0.4439 | 13.0244 | 534 | 0.6597 | 0.7639 | 0.6597 | 0.8122 |
319
- | 0.4439 | 13.0732 | 536 | 0.6612 | 0.7324 | 0.6612 | 0.8131 |
320
- | 0.4439 | 13.1220 | 538 | 0.6623 | 0.7162 | 0.6623 | 0.8138 |
321
- | 0.4439 | 13.1707 | 540 | 0.6672 | 0.7114 | 0.6672 | 0.8168 |
322
- | 0.4439 | 13.2195 | 542 | 0.6818 | 0.7114 | 0.6818 | 0.8257 |
323
- | 0.4439 | 13.2683 | 544 | 0.7000 | 0.7114 | 0.7000 | 0.8367 |
324
- | 0.4439 | 13.3171 | 546 | 0.7224 | 0.7051 | 0.7224 | 0.8499 |
325
- | 0.4439 | 13.3659 | 548 | 0.7339 | 0.7117 | 0.7339 | 0.8567 |
326
- | 0.4439 | 13.4146 | 550 | 0.7031 | 0.6933 | 0.7031 | 0.8385 |
327
- | 0.4439 | 13.4634 | 552 | 0.6861 | 0.6950 | 0.6861 | 0.8283 |
328
- | 0.4439 | 13.5122 | 554 | 0.6902 | 0.6950 | 0.6902 | 0.8308 |
329
- | 0.4439 | 13.5610 | 556 | 0.6881 | 0.7034 | 0.6881 | 0.8295 |
330
- | 0.4439 | 13.6098 | 558 | 0.7004 | 0.7105 | 0.7004 | 0.8369 |
331
- | 0.4439 | 13.6585 | 560 | 0.7535 | 0.6883 | 0.7535 | 0.8680 |
332
- | 0.4439 | 13.7073 | 562 | 0.7760 | 0.6883 | 0.7760 | 0.8809 |
333
- | 0.4439 | 13.7561 | 564 | 0.7945 | 0.6755 | 0.7945 | 0.8914 |
334
- | 0.4439 | 13.8049 | 566 | 0.8122 | 0.6667 | 0.8122 | 0.9012 |
335
- | 0.4439 | 13.8537 | 568 | 0.8187 | 0.6892 | 0.8187 | 0.9048 |
336
- | 0.4439 | 13.9024 | 570 | 0.8189 | 0.6892 | 0.8189 | 0.9049 |
337
- | 0.4439 | 13.9512 | 572 | 0.7933 | 0.6892 | 0.7933 | 0.8907 |
338
- | 0.4439 | 14.0 | 574 | 0.7640 | 0.6980 | 0.7640 | 0.8741 |
339
- | 0.4439 | 14.0488 | 576 | 0.7730 | 0.6846 | 0.7730 | 0.8792 |
340
- | 0.4439 | 14.0976 | 578 | 0.7814 | 0.7013 | 0.7814 | 0.8840 |
341
- | 0.4439 | 14.1463 | 580 | 0.7589 | 0.7051 | 0.7589 | 0.8712 |
342
- | 0.4439 | 14.1951 | 582 | 0.7556 | 0.7 | 0.7556 | 0.8692 |
343
- | 0.4439 | 14.2439 | 584 | 0.7528 | 0.7073 | 0.7528 | 0.8676 |
344
- | 0.4439 | 14.2927 | 586 | 0.7562 | 0.6835 | 0.7562 | 0.8696 |
345
- | 0.4439 | 14.3415 | 588 | 0.7340 | 0.7051 | 0.7340 | 0.8567 |
346
- | 0.4439 | 14.3902 | 590 | 0.7605 | 0.7297 | 0.7605 | 0.8721 |
347
- | 0.4439 | 14.4390 | 592 | 0.7964 | 0.6993 | 0.7964 | 0.8924 |
348
- | 0.4439 | 14.4878 | 594 | 0.8099 | 0.6857 | 0.8099 | 0.8999 |
349
- | 0.4439 | 14.5366 | 596 | 0.7901 | 0.7050 | 0.7901 | 0.8889 |
350
- | 0.4439 | 14.5854 | 598 | 0.7787 | 0.6809 | 0.7787 | 0.8824 |
351
- | 0.4439 | 14.6341 | 600 | 0.7998 | 0.6993 | 0.7998 | 0.8943 |
352
- | 0.4439 | 14.6829 | 602 | 0.8014 | 0.6853 | 0.8014 | 0.8952 |
353
- | 0.4439 | 14.7317 | 604 | 0.7412 | 0.7260 | 0.7412 | 0.8609 |
354
- | 0.4439 | 14.7805 | 606 | 0.7049 | 0.7517 | 0.7049 | 0.8396 |
355
- | 0.4439 | 14.8293 | 608 | 0.6836 | 0.7532 | 0.6836 | 0.8268 |
356
- | 0.4439 | 14.8780 | 610 | 0.6567 | 0.7595 | 0.6567 | 0.8104 |
357
- | 0.4439 | 14.9268 | 612 | 0.6617 | 0.7394 | 0.6617 | 0.8134 |
358
- | 0.4439 | 14.9756 | 614 | 0.6654 | 0.7453 | 0.6654 | 0.8157 |
359
- | 0.4439 | 15.0244 | 616 | 0.7038 | 0.7261 | 0.7038 | 0.8389 |
360
- | 0.4439 | 15.0732 | 618 | 0.7584 | 0.6974 | 0.7584 | 0.8709 |
361
- | 0.4439 | 15.1220 | 620 | 0.7392 | 0.6939 | 0.7392 | 0.8598 |
362
- | 0.4439 | 15.1707 | 622 | 0.7158 | 0.7417 | 0.7158 | 0.8460 |
363
- | 0.4439 | 15.2195 | 624 | 0.7331 | 0.7383 | 0.7331 | 0.8562 |
364
- | 0.4439 | 15.2683 | 626 | 0.7353 | 0.7517 | 0.7353 | 0.8575 |
365
- | 0.4439 | 15.3171 | 628 | 0.7445 | 0.7484 | 0.7445 | 0.8628 |
366
- | 0.4439 | 15.3659 | 630 | 0.8139 | 0.6883 | 0.8139 | 0.9022 |
367
- | 0.4439 | 15.4146 | 632 | 0.8462 | 0.7219 | 0.8462 | 0.9199 |
368
- | 0.4439 | 15.4634 | 634 | 0.7826 | 0.7381 | 0.7826 | 0.8846 |
369
- | 0.4439 | 15.5122 | 636 | 0.6964 | 0.7730 | 0.6964 | 0.8345 |
370
- | 0.4439 | 15.5610 | 638 | 0.7080 | 0.7595 | 0.7080 | 0.8414 |
371
- | 0.4439 | 15.6098 | 640 | 0.7280 | 0.75 | 0.7280 | 0.8532 |
372
- | 0.4439 | 15.6585 | 642 | 0.6929 | 0.7595 | 0.6929 | 0.8324 |
373
- | 0.4439 | 15.7073 | 644 | 0.6762 | 0.7654 | 0.6762 | 0.8223 |
374
- | 0.4439 | 15.7561 | 646 | 0.7607 | 0.7044 | 0.7607 | 0.8722 |
375
- | 0.4439 | 15.8049 | 648 | 0.8709 | 0.7283 | 0.8709 | 0.9332 |
376
- | 0.4439 | 15.8537 | 650 | 0.8805 | 0.7176 | 0.8805 | 0.9384 |
377
- | 0.4439 | 15.9024 | 652 | 0.7898 | 0.6968 | 0.7898 | 0.8887 |
378
- | 0.4439 | 15.9512 | 654 | 0.7078 | 0.7342 | 0.7078 | 0.8413 |
379
- | 0.4439 | 16.0 | 656 | 0.6932 | 0.7682 | 0.6932 | 0.8326 |
380
- | 0.4439 | 16.0488 | 658 | 0.7014 | 0.7550 | 0.7014 | 0.8375 |
381
- | 0.4439 | 16.0976 | 660 | 0.7238 | 0.7194 | 0.7238 | 0.8508 |
382
- | 0.4439 | 16.1463 | 662 | 0.7422 | 0.7 | 0.7422 | 0.8615 |
383
- | 0.4439 | 16.1951 | 664 | 0.7415 | 0.7133 | 0.7415 | 0.8611 |
384
- | 0.4439 | 16.2439 | 666 | 0.7150 | 0.7273 | 0.7150 | 0.8456 |
385
- | 0.4439 | 16.2927 | 668 | 0.6948 | 0.75 | 0.6948 | 0.8335 |
386
- | 0.4439 | 16.3415 | 670 | 0.6870 | 0.7607 | 0.6870 | 0.8289 |
387
- | 0.4439 | 16.3902 | 672 | 0.7083 | 0.7399 | 0.7083 | 0.8416 |
388
- | 0.4439 | 16.4390 | 674 | 0.7538 | 0.7598 | 0.7538 | 0.8682 |
389
- | 0.4439 | 16.4878 | 676 | 0.7470 | 0.7294 | 0.7470 | 0.8643 |
390
- | 0.4439 | 16.5366 | 678 | 0.7198 | 0.7089 | 0.7198 | 0.8484 |
391
- | 0.4439 | 16.5854 | 680 | 0.7185 | 0.7531 | 0.7185 | 0.8476 |
392
- | 0.4439 | 16.6341 | 682 | 0.7446 | 0.7006 | 0.7446 | 0.8629 |
393
- | 0.4439 | 16.6829 | 684 | 0.8293 | 0.6797 | 0.8293 | 0.9107 |
394
- | 0.4439 | 16.7317 | 686 | 0.8712 | 0.6842 | 0.8712 | 0.9334 |
395
- | 0.4439 | 16.7805 | 688 | 0.8408 | 0.6839 | 0.8408 | 0.9169 |
396
- | 0.4439 | 16.8293 | 690 | 0.7888 | 0.75 | 0.7888 | 0.8881 |
397
- | 0.4439 | 16.8780 | 692 | 0.7645 | 0.7375 | 0.7645 | 0.8743 |
398
- | 0.4439 | 16.9268 | 694 | 0.7660 | 0.7375 | 0.7660 | 0.8752 |
399
- | 0.4439 | 16.9756 | 696 | 0.7821 | 0.7362 | 0.7821 | 0.8844 |
400
- | 0.4439 | 17.0244 | 698 | 0.8014 | 0.7329 | 0.8014 | 0.8952 |
401
- | 0.4439 | 17.0732 | 700 | 0.8225 | 0.7006 | 0.8225 | 0.9069 |
402
- | 0.4439 | 17.1220 | 702 | 0.8191 | 0.6883 | 0.8191 | 0.9050 |
403
- | 0.4439 | 17.1707 | 704 | 0.7855 | 0.6806 | 0.7855 | 0.8863 |
404
- | 0.4439 | 17.2195 | 706 | 0.7490 | 0.7273 | 0.7490 | 0.8654 |
405
- | 0.4439 | 17.2683 | 708 | 0.7241 | 0.7324 | 0.7241 | 0.8509 |
406
- | 0.4439 | 17.3171 | 710 | 0.7109 | 0.7552 | 0.7109 | 0.8431 |
407
- | 0.4439 | 17.3659 | 712 | 0.7136 | 0.7586 | 0.7136 | 0.8447 |
408
- | 0.4439 | 17.4146 | 714 | 0.7386 | 0.7152 | 0.7386 | 0.8594 |
409
- | 0.4439 | 17.4634 | 716 | 0.7876 | 0.6883 | 0.7876 | 0.8875 |
410
- | 0.4439 | 17.5122 | 718 | 0.8042 | 0.7006 | 0.8042 | 0.8968 |
411
- | 0.4439 | 17.5610 | 720 | 0.7759 | 0.7006 | 0.7759 | 0.8808 |
412
- | 0.4439 | 17.6098 | 722 | 0.7630 | 0.7260 | 0.7630 | 0.8735 |
413
- | 0.4439 | 17.6585 | 724 | 0.7706 | 0.7361 | 0.7706 | 0.8778 |
414
- | 0.4439 | 17.7073 | 726 | 0.7875 | 0.7123 | 0.7875 | 0.8874 |
415
- | 0.4439 | 17.7561 | 728 | 0.7916 | 0.6797 | 0.7916 | 0.8897 |
416
- | 0.4439 | 17.8049 | 730 | 0.7916 | 0.6883 | 0.7916 | 0.8897 |
417
- | 0.4439 | 17.8537 | 732 | 0.7383 | 0.7105 | 0.7383 | 0.8592 |
418
- | 0.4439 | 17.9024 | 734 | 0.7009 | 0.7361 | 0.7009 | 0.8372 |
419
- | 0.4439 | 17.9512 | 736 | 0.6999 | 0.7211 | 0.6999 | 0.8366 |
420
- | 0.4439 | 18.0 | 738 | 0.7377 | 0.7105 | 0.7377 | 0.8589 |
421
- | 0.4439 | 18.0488 | 740 | 0.7708 | 0.7059 | 0.7708 | 0.8780 |
422
- | 0.4439 | 18.0976 | 742 | 0.7552 | 0.7237 | 0.7552 | 0.8690 |
423
- | 0.4439 | 18.1463 | 744 | 0.7441 | 0.7123 | 0.7441 | 0.8626 |
424
- | 0.4439 | 18.1951 | 746 | 0.7735 | 0.7260 | 0.7735 | 0.8795 |
425
- | 0.4439 | 18.2439 | 748 | 0.8114 | 0.7183 | 0.8114 | 0.9008 |
426
- | 0.4439 | 18.2927 | 750 | 0.8787 | 0.6667 | 0.8787 | 0.9374 |
427
- | 0.4439 | 18.3415 | 752 | 0.8983 | 0.6800 | 0.8983 | 0.9478 |
428
- | 0.4439 | 18.3902 | 754 | 0.9154 | 0.6883 | 0.9154 | 0.9568 |
429
- | 0.4439 | 18.4390 | 756 | 0.8843 | 0.6883 | 0.8843 | 0.9404 |
430
- | 0.4439 | 18.4878 | 758 | 0.8396 | 0.6923 | 0.8396 | 0.9163 |
431
- | 0.4439 | 18.5366 | 760 | 0.7957 | 0.6923 | 0.7957 | 0.8920 |
432
- | 0.4439 | 18.5854 | 762 | 0.7763 | 0.6795 | 0.7763 | 0.8811 |
433
- | 0.4439 | 18.6341 | 764 | 0.7655 | 0.6968 | 0.7655 | 0.8749 |
434
- | 0.4439 | 18.6829 | 766 | 0.7705 | 0.6795 | 0.7705 | 0.8778 |
435
- | 0.4439 | 18.7317 | 768 | 0.7743 | 0.6918 | 0.7743 | 0.8799 |
436
- | 0.4439 | 18.7805 | 770 | 0.7750 | 0.7073 | 0.7750 | 0.8804 |
437
- | 0.4439 | 18.8293 | 772 | 0.7651 | 0.6962 | 0.7651 | 0.8747 |
438
- | 0.4439 | 18.8780 | 774 | 0.7574 | 0.6879 | 0.7574 | 0.8703 |
439
- | 0.4439 | 18.9268 | 776 | 0.7506 | 0.6879 | 0.7506 | 0.8664 |
440
- | 0.4439 | 18.9756 | 778 | 0.7537 | 0.7389 | 0.7537 | 0.8682 |
441
- | 0.4439 | 19.0244 | 780 | 0.7627 | 0.7436 | 0.7627 | 0.8733 |
442
- | 0.4439 | 19.0732 | 782 | 0.7535 | 0.7355 | 0.7535 | 0.8680 |
443
- | 0.4439 | 19.1220 | 784 | 0.7510 | 0.7403 | 0.7510 | 0.8666 |
444
- | 0.4439 | 19.1707 | 786 | 0.7429 | 0.7333 | 0.7429 | 0.8619 |
445
- | 0.4439 | 19.2195 | 788 | 0.7447 | 0.7285 | 0.7447 | 0.8629 |
446
- | 0.4439 | 19.2683 | 790 | 0.7674 | 0.72 | 0.7674 | 0.8760 |
447
- | 0.4439 | 19.3171 | 792 | 0.7628 | 0.72 | 0.7628 | 0.8734 |
448
- | 0.4439 | 19.3659 | 794 | 0.7347 | 0.7547 | 0.7347 | 0.8571 |
449
- | 0.4439 | 19.4146 | 796 | 0.7477 | 0.7211 | 0.7477 | 0.8647 |
450
- | 0.4439 | 19.4634 | 798 | 0.7674 | 0.6944 | 0.7674 | 0.8760 |
451
- | 0.4439 | 19.5122 | 800 | 0.7594 | 0.7034 | 0.7594 | 0.8714 |
452
- | 0.4439 | 19.5610 | 802 | 0.7381 | 0.7248 | 0.7381 | 0.8591 |
453
- | 0.4439 | 19.6098 | 804 | 0.7835 | 0.7152 | 0.7835 | 0.8852 |
454
- | 0.4439 | 19.6585 | 806 | 0.8281 | 0.7108 | 0.8281 | 0.9100 |
455
- | 0.4439 | 19.7073 | 808 | 0.8134 | 0.7 | 0.8134 | 0.9019 |
456
- | 0.4439 | 19.7561 | 810 | 0.7709 | 0.7273 | 0.7709 | 0.8780 |
457
- | 0.4439 | 19.8049 | 812 | 0.7410 | 0.7484 | 0.7410 | 0.8608 |
458
- | 0.4439 | 19.8537 | 814 | 0.7426 | 0.7484 | 0.7426 | 0.8617 |
459
- | 0.4439 | 19.9024 | 816 | 0.7616 | 0.7355 | 0.7616 | 0.8727 |
460
- | 0.4439 | 19.9512 | 818 | 0.7803 | 0.7273 | 0.7803 | 0.8833 |
461
- | 0.4439 | 20.0 | 820 | 0.7986 | 0.7355 | 0.7986 | 0.8937 |
462
- | 0.4439 | 20.0488 | 822 | 0.7950 | 0.7355 | 0.7950 | 0.8916 |
463
- | 0.4439 | 20.0976 | 824 | 0.7941 | 0.7237 | 0.7941 | 0.8911 |
464
- | 0.4439 | 20.1463 | 826 | 0.8185 | 0.6846 | 0.8185 | 0.9047 |
465
- | 0.4439 | 20.1951 | 828 | 0.8333 | 0.6933 | 0.8333 | 0.9128 |
466
- | 0.4439 | 20.2439 | 830 | 0.8592 | 0.7105 | 0.8592 | 0.9269 |
467
- | 0.4439 | 20.2927 | 832 | 0.8816 | 0.6875 | 0.8816 | 0.9390 |
468
- | 0.4439 | 20.3415 | 834 | 0.8546 | 0.7097 | 0.8546 | 0.9244 |
469
- | 0.4439 | 20.3902 | 836 | 0.8204 | 0.6974 | 0.8204 | 0.9058 |
470
- | 0.4439 | 20.4390 | 838 | 0.8141 | 0.6622 | 0.8141 | 0.9023 |
471
- | 0.4439 | 20.4878 | 840 | 0.8260 | 0.6667 | 0.8260 | 0.9089 |
472
- | 0.4439 | 20.5366 | 842 | 0.8532 | 0.7105 | 0.8532 | 0.9237 |
473
- | 0.4439 | 20.5854 | 844 | 0.8745 | 0.6928 | 0.8745 | 0.9351 |
474
- | 0.4439 | 20.6341 | 846 | 0.8946 | 0.6928 | 0.8946 | 0.9459 |
475
- | 0.4439 | 20.6829 | 848 | 0.8579 | 0.6883 | 0.8579 | 0.9262 |
476
- | 0.4439 | 20.7317 | 850 | 0.8015 | 0.7006 | 0.8015 | 0.8953 |
477
- | 0.4439 | 20.7805 | 852 | 0.7720 | 0.7261 | 0.7720 | 0.8786 |
478
- | 0.4439 | 20.8293 | 854 | 0.7512 | 0.7578 | 0.7512 | 0.8667 |
479
- | 0.4439 | 20.8780 | 856 | 0.7476 | 0.7362 | 0.7476 | 0.8646 |
480
- | 0.4439 | 20.9268 | 858 | 0.7518 | 0.7425 | 0.7518 | 0.8671 |
481
- | 0.4439 | 20.9756 | 860 | 0.7633 | 0.7337 | 0.7633 | 0.8737 |
482
- | 0.4439 | 21.0244 | 862 | 0.7632 | 0.7229 | 0.7632 | 0.8736 |
483
- | 0.4439 | 21.0732 | 864 | 0.7745 | 0.7125 | 0.7745 | 0.8801 |
484
- | 0.4439 | 21.1220 | 866 | 0.7699 | 0.7143 | 0.7699 | 0.8774 |
485
- | 0.4439 | 21.1707 | 868 | 0.7688 | 0.6957 | 0.7688 | 0.8768 |
486
- | 0.4439 | 21.2195 | 870 | 0.7482 | 0.7194 | 0.7482 | 0.8650 |
487
- | 0.4439 | 21.2683 | 872 | 0.7216 | 0.7286 | 0.7216 | 0.8494 |
488
- | 0.4439 | 21.3171 | 874 | 0.7027 | 0.7467 | 0.7027 | 0.8383 |
489
- | 0.4439 | 21.3659 | 876 | 0.7015 | 0.7342 | 0.7015 | 0.8375 |
490
- | 0.4439 | 21.4146 | 878 | 0.6851 | 0.7342 | 0.6851 | 0.8277 |
491
- | 0.4439 | 21.4634 | 880 | 0.6785 | 0.7453 | 0.6785 | 0.8237 |
492
- | 0.4439 | 21.5122 | 882 | 0.6920 | 0.7453 | 0.6920 | 0.8319 |
493
- | 0.4439 | 21.5610 | 884 | 0.7007 | 0.7453 | 0.7007 | 0.8371 |
494
- | 0.4439 | 21.6098 | 886 | 0.7201 | 0.75 | 0.7201 | 0.8486 |
495
- | 0.4439 | 21.6585 | 888 | 0.7468 | 0.7273 | 0.7468 | 0.8642 |
496
- | 0.4439 | 21.7073 | 890 | 0.7776 | 0.7007 | 0.7776 | 0.8818 |
497
- | 0.4439 | 21.7561 | 892 | 0.8004 | 0.7042 | 0.8004 | 0.8946 |
498
- | 0.4439 | 21.8049 | 894 | 0.8239 | 0.7162 | 0.8239 | 0.9077 |
499
- | 0.4439 | 21.8537 | 896 | 0.8176 | 0.6974 | 0.8176 | 0.9042 |
500
- | 0.4439 | 21.9024 | 898 | 0.7799 | 0.7067 | 0.7799 | 0.8831 |
501
- | 0.4439 | 21.9512 | 900 | 0.7756 | 0.6765 | 0.7756 | 0.8807 |
502
- | 0.4439 | 22.0 | 902 | 0.7832 | 0.6861 | 0.7832 | 0.8850 |
503
- | 0.4439 | 22.0488 | 904 | 0.7788 | 0.6906 | 0.7788 | 0.8825 |
504
- | 0.4439 | 22.0976 | 906 | 0.7725 | 0.7 | 0.7725 | 0.8789 |
505
- | 0.4439 | 22.1463 | 908 | 0.8067 | 0.7226 | 0.8067 | 0.8982 |
506
- | 0.4439 | 22.1951 | 910 | 0.9286 | 0.6709 | 0.9286 | 0.9637 |
507
- | 0.4439 | 22.2439 | 912 | 0.9995 | 0.6437 | 0.9995 | 0.9998 |
508
- | 0.4439 | 22.2927 | 914 | 0.9452 | 0.7219 | 0.9452 | 0.9722 |
509
- | 0.4439 | 22.3415 | 916 | 0.8614 | 0.7044 | 0.8614 | 0.9281 |
510
- | 0.4439 | 22.3902 | 918 | 0.8348 | 0.7051 | 0.8348 | 0.9137 |
511
- | 0.4439 | 22.4390 | 920 | 0.8519 | 0.6974 | 0.8519 | 0.9230 |
512
- | 0.4439 | 22.4878 | 922 | 0.8456 | 0.7034 | 0.8456 | 0.9196 |
513
- | 0.4439 | 22.5366 | 924 | 0.8149 | 0.75 | 0.8149 | 0.9027 |
514
- | 0.4439 | 22.5854 | 926 | 0.8050 | 0.7183 | 0.8050 | 0.8972 |
515
- | 0.4439 | 22.6341 | 928 | 0.8013 | 0.7092 | 0.8013 | 0.8951 |
516
- | 0.4439 | 22.6829 | 930 | 0.8082 | 0.7143 | 0.8082 | 0.8990 |
517
- | 0.4439 | 22.7317 | 932 | 0.8108 | 0.7133 | 0.8108 | 0.9004 |
518
- | 0.4439 | 22.7805 | 934 | 0.7924 | 0.7361 | 0.7924 | 0.8902 |
519
- | 0.4439 | 22.8293 | 936 | 0.7818 | 0.7448 | 0.7818 | 0.8842 |
520
- | 0.4439 | 22.8780 | 938 | 0.7637 | 0.7105 | 0.7637 | 0.8739 |
521
- | 0.4439 | 22.9268 | 940 | 0.7383 | 0.7468 | 0.7383 | 0.8592 |
522
- | 0.4439 | 22.9756 | 942 | 0.7076 | 0.7643 | 0.7076 | 0.8412 |
523
- | 0.4439 | 23.0244 | 944 | 0.7053 | 0.76 | 0.7053 | 0.8398 |
524
- | 0.4439 | 23.0732 | 946 | 0.7244 | 0.7333 | 0.7244 | 0.8511 |
525
- | 0.4439 | 23.1220 | 948 | 0.7337 | 0.7297 | 0.7337 | 0.8565 |
526
- | 0.4439 | 23.1707 | 950 | 0.7409 | 0.7248 | 0.7409 | 0.8608 |
527
- | 0.4439 | 23.2195 | 952 | 0.7323 | 0.7815 | 0.7323 | 0.8557 |
528
- | 0.4439 | 23.2683 | 954 | 0.7462 | 0.7532 | 0.7462 | 0.8638 |
529
- | 0.4439 | 23.3171 | 956 | 0.7508 | 0.7484 | 0.7508 | 0.8665 |
530
- | 0.4439 | 23.3659 | 958 | 0.7260 | 0.7484 | 0.7260 | 0.8520 |
531
- | 0.4439 | 23.4146 | 960 | 0.6876 | 0.7261 | 0.6876 | 0.8292 |
532
- | 0.4439 | 23.4634 | 962 | 0.6826 | 0.7389 | 0.6826 | 0.8262 |
533
- | 0.4439 | 23.5122 | 964 | 0.6870 | 0.7342 | 0.6870 | 0.8289 |
534
- | 0.4439 | 23.5610 | 966 | 0.6851 | 0.7261 | 0.6851 | 0.8277 |
535
- | 0.4439 | 23.6098 | 968 | 0.6724 | 0.7342 | 0.6724 | 0.8200 |
536
- | 0.4439 | 23.6585 | 970 | 0.6655 | 0.75 | 0.6655 | 0.8158 |
537
- | 0.4439 | 23.7073 | 972 | 0.6544 | 0.7531 | 0.6544 | 0.8089 |
538
- | 0.4439 | 23.7561 | 974 | 0.6428 | 0.7848 | 0.6428 | 0.8018 |
539
- | 0.4439 | 23.8049 | 976 | 0.6429 | 0.7848 | 0.6429 | 0.8018 |
540
- | 0.4439 | 23.8537 | 978 | 0.6539 | 0.7848 | 0.6539 | 0.8086 |
541
- | 0.4439 | 23.9024 | 980 | 0.6678 | 0.7843 | 0.6678 | 0.8172 |
542
- | 0.4439 | 23.9512 | 982 | 0.6881 | 0.7742 | 0.6881 | 0.8295 |
543
- | 0.4439 | 24.0 | 984 | 0.6967 | 0.7532 | 0.6967 | 0.8347 |
544
- | 0.4439 | 24.0488 | 986 | 0.7011 | 0.7532 | 0.7011 | 0.8373 |
545
- | 0.4439 | 24.0976 | 988 | 0.7004 | 0.7451 | 0.7004 | 0.8369 |
546
- | 0.4439 | 24.1463 | 990 | 0.7119 | 0.7785 | 0.7119 | 0.8438 |
547
- | 0.4439 | 24.1951 | 992 | 0.7380 | 0.7483 | 0.7380 | 0.8591 |
548
- | 0.4439 | 24.2439 | 994 | 0.7506 | 0.7483 | 0.7506 | 0.8664 |
549
- | 0.4439 | 24.2927 | 996 | 0.7578 | 0.7368 | 0.7578 | 0.8705 |
550
- | 0.4439 | 24.3415 | 998 | 0.7629 | 0.7273 | 0.7629 | 0.8734 |
551
- | 0.0756 | 24.3902 | 1000 | 0.7648 | 0.7362 | 0.7648 | 0.8745 |
552
- | 0.0756 | 24.4390 | 1002 | 0.7439 | 0.7337 | 0.7439 | 0.8625 |
553
- | 0.0756 | 24.4878 | 1004 | 0.7407 | 0.7528 | 0.7407 | 0.8606 |
554
- | 0.0756 | 24.5366 | 1006 | 0.7357 | 0.7429 | 0.7357 | 0.8577 |
555
- | 0.0756 | 24.5854 | 1008 | 0.7101 | 0.7337 | 0.7101 | 0.8427 |
556
- | 0.0756 | 24.6341 | 1010 | 0.6858 | 0.7134 | 0.6858 | 0.8281 |
557
- | 0.0756 | 24.6829 | 1012 | 0.6854 | 0.7261 | 0.6854 | 0.8279 |
558
- | 0.0756 | 24.7317 | 1014 | 0.6895 | 0.7284 | 0.6895 | 0.8304 |
559
- | 0.0756 | 24.7805 | 1016 | 0.6903 | 0.7195 | 0.6903 | 0.8308 |
560
 
561
 
562
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_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_run3_AugV5_k7_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: 0.8957
19
+ - Qwk: 0.6324
20
+ - Mse: 0.8957
21
+ - Rmse: 0.9464
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 7.0571 | -0.0056 | 7.0571 | 2.6565 |
53
+ | No log | 0.125 | 4 | 4.1869 | 0.0855 | 4.1869 | 2.0462 |
54
+ | No log | 0.1875 | 6 | 3.1274 | 0.0727 | 3.1274 | 1.7684 |
55
+ | No log | 0.25 | 8 | 2.7210 | 0.0397 | 2.7210 | 1.6495 |
56
+ | No log | 0.3125 | 10 | 2.2940 | 0.1221 | 2.2940 | 1.5146 |
57
+ | No log | 0.375 | 12 | 2.1099 | 0.1429 | 2.1099 | 1.4526 |
58
+ | No log | 0.4375 | 14 | 1.7983 | 0.2222 | 1.7983 | 1.3410 |
59
+ | No log | 0.5 | 16 | 1.9490 | 0.1983 | 1.9490 | 1.3961 |
60
+ | No log | 0.5625 | 18 | 2.7411 | 0.0265 | 2.7411 | 1.6556 |
61
+ | No log | 0.625 | 20 | 2.6816 | 0.0263 | 2.6816 | 1.6376 |
62
+ | No log | 0.6875 | 22 | 2.1436 | 0.1194 | 2.1436 | 1.4641 |
63
+ | No log | 0.75 | 24 | 1.7778 | 0.3220 | 1.7778 | 1.3333 |
64
+ | No log | 0.8125 | 26 | 1.5181 | 0.2523 | 1.5181 | 1.2321 |
65
+ | No log | 0.875 | 28 | 1.4028 | 0.2342 | 1.4028 | 1.1844 |
66
+ | No log | 0.9375 | 30 | 1.3634 | 0.2182 | 1.3634 | 1.1676 |
67
+ | No log | 1.0 | 32 | 1.3915 | 0.3186 | 1.3915 | 1.1796 |
68
+ | No log | 1.0625 | 34 | 1.5888 | 0.3636 | 1.5888 | 1.2605 |
69
+ | No log | 1.125 | 36 | 2.0626 | 0.2174 | 2.0626 | 1.4362 |
70
+ | No log | 1.1875 | 38 | 2.6160 | 0.1294 | 2.6160 | 1.6174 |
71
+ | No log | 1.25 | 40 | 2.7273 | 0.1078 | 2.7273 | 1.6514 |
72
+ | No log | 1.3125 | 42 | 2.0471 | 0.28 | 2.0471 | 1.4308 |
73
+ | No log | 1.375 | 44 | 1.4968 | 0.4463 | 1.4968 | 1.2234 |
74
+ | No log | 1.4375 | 46 | 1.2936 | 0.4103 | 1.2936 | 1.1374 |
75
+ | No log | 1.5 | 48 | 1.2625 | 0.3793 | 1.2625 | 1.1236 |
76
+ | No log | 1.5625 | 50 | 1.3127 | 0.4390 | 1.3127 | 1.1457 |
77
+ | No log | 1.625 | 52 | 1.5009 | 0.4030 | 1.5009 | 1.2251 |
78
+ | No log | 1.6875 | 54 | 2.0010 | 0.3034 | 2.0010 | 1.4146 |
79
+ | No log | 1.75 | 56 | 2.1821 | 0.2368 | 2.1821 | 1.4772 |
80
+ | No log | 1.8125 | 58 | 1.7579 | 0.3404 | 1.7579 | 1.3258 |
81
+ | No log | 1.875 | 60 | 1.2781 | 0.4844 | 1.2781 | 1.1305 |
82
+ | No log | 1.9375 | 62 | 1.3908 | 0.4 | 1.3908 | 1.1793 |
83
+ | No log | 2.0 | 64 | 1.8917 | 0.1552 | 1.8917 | 1.3754 |
84
+ | No log | 2.0625 | 66 | 1.8123 | 0.2087 | 1.8123 | 1.3462 |
85
+ | No log | 2.125 | 68 | 1.6336 | 0.2632 | 1.6336 | 1.2781 |
86
+ | No log | 2.1875 | 70 | 1.4130 | 0.3158 | 1.4130 | 1.1887 |
87
+ | No log | 2.25 | 72 | 0.9914 | 0.5512 | 0.9914 | 0.9957 |
88
+ | No log | 2.3125 | 74 | 1.1042 | 0.5672 | 1.1042 | 1.0508 |
89
+ | No log | 2.375 | 76 | 1.3059 | 0.4895 | 1.3059 | 1.1428 |
90
+ | No log | 2.4375 | 78 | 1.1600 | 0.5414 | 1.1600 | 1.0770 |
91
+ | No log | 2.5 | 80 | 0.9559 | 0.6269 | 0.9559 | 0.9777 |
92
+ | No log | 2.5625 | 82 | 0.9783 | 0.5354 | 0.9783 | 0.9891 |
93
+ | No log | 2.625 | 84 | 1.0446 | 0.4516 | 1.0446 | 1.0221 |
94
+ | No log | 2.6875 | 86 | 0.9555 | 0.5538 | 0.9555 | 0.9775 |
95
+ | No log | 2.75 | 88 | 0.9034 | 0.5865 | 0.9034 | 0.9505 |
96
+ | No log | 2.8125 | 90 | 0.8985 | 0.6667 | 0.8985 | 0.9479 |
97
+ | No log | 2.875 | 92 | 0.9110 | 0.6763 | 0.9110 | 0.9545 |
98
+ | No log | 2.9375 | 94 | 0.9683 | 0.6571 | 0.9683 | 0.9840 |
99
+ | No log | 3.0 | 96 | 0.9325 | 0.6571 | 0.9325 | 0.9657 |
100
+ | No log | 3.0625 | 98 | 0.8505 | 0.6912 | 0.8505 | 0.9222 |
101
+ | No log | 3.125 | 100 | 0.9798 | 0.5312 | 0.9798 | 0.9898 |
102
+ | No log | 3.1875 | 102 | 1.1662 | 0.5 | 1.1662 | 1.0799 |
103
+ | No log | 3.25 | 104 | 1.0335 | 0.5312 | 1.0335 | 1.0166 |
104
+ | No log | 3.3125 | 106 | 0.9005 | 0.6418 | 0.9005 | 0.9489 |
105
+ | No log | 3.375 | 108 | 0.8434 | 0.6667 | 0.8434 | 0.9184 |
106
+ | No log | 3.4375 | 110 | 0.9343 | 0.6475 | 0.9343 | 0.9666 |
107
+ | No log | 3.5 | 112 | 1.1384 | 0.5564 | 1.1384 | 1.0669 |
108
+ | No log | 3.5625 | 114 | 1.5119 | 0.3485 | 1.5119 | 1.2296 |
109
+ | No log | 3.625 | 116 | 1.6010 | 0.3231 | 1.6010 | 1.2653 |
110
+ | No log | 3.6875 | 118 | 1.2425 | 0.5116 | 1.2425 | 1.1147 |
111
+ | No log | 3.75 | 120 | 1.0955 | 0.5649 | 1.0955 | 1.0466 |
112
+ | No log | 3.8125 | 122 | 1.2460 | 0.4590 | 1.2460 | 1.1162 |
113
+ | No log | 3.875 | 124 | 1.3615 | 0.3448 | 1.3615 | 1.1668 |
114
+ | No log | 3.9375 | 126 | 1.2157 | 0.4068 | 1.2157 | 1.1026 |
115
+ | No log | 4.0 | 128 | 1.1102 | 0.3932 | 1.1102 | 1.0537 |
116
+ | No log | 4.0625 | 130 | 1.1623 | 0.4390 | 1.1623 | 1.0781 |
117
+ | No log | 4.125 | 132 | 1.2271 | 0.5191 | 1.2271 | 1.1077 |
118
+ | No log | 4.1875 | 134 | 1.0940 | 0.5414 | 1.0940 | 1.0459 |
119
+ | No log | 4.25 | 136 | 0.8775 | 0.6617 | 0.8775 | 0.9368 |
120
+ | No log | 4.3125 | 138 | 0.8326 | 0.6957 | 0.8326 | 0.9125 |
121
+ | No log | 4.375 | 140 | 0.8368 | 0.7050 | 0.8368 | 0.9148 |
122
+ | No log | 4.4375 | 142 | 0.8298 | 0.7143 | 0.8298 | 0.9109 |
123
+ | No log | 4.5 | 144 | 0.8218 | 0.7222 | 0.8218 | 0.9066 |
124
+ | No log | 4.5625 | 146 | 0.8323 | 0.6803 | 0.8323 | 0.9123 |
125
+ | No log | 4.625 | 148 | 0.8729 | 0.6712 | 0.8729 | 0.9343 |
126
+ | No log | 4.6875 | 150 | 0.8926 | 0.625 | 0.8926 | 0.9448 |
127
+ | No log | 4.75 | 152 | 0.9441 | 0.6429 | 0.9441 | 0.9717 |
128
+ | No log | 4.8125 | 154 | 0.9482 | 0.6029 | 0.9482 | 0.9738 |
129
+ | No log | 4.875 | 156 | 0.9227 | 0.6429 | 0.9227 | 0.9606 |
130
+ | No log | 4.9375 | 158 | 0.9654 | 0.6618 | 0.9654 | 0.9825 |
131
+ | No log | 5.0 | 160 | 1.0039 | 0.6519 | 1.0039 | 1.0020 |
132
+ | No log | 5.0625 | 162 | 0.9877 | 0.6519 | 0.9877 | 0.9938 |
133
+ | No log | 5.125 | 164 | 0.9827 | 0.6519 | 0.9827 | 0.9913 |
134
+ | No log | 5.1875 | 166 | 0.9766 | 0.5426 | 0.9766 | 0.9882 |
135
+ | No log | 5.25 | 168 | 0.9930 | 0.528 | 0.9930 | 0.9965 |
136
+ | No log | 5.3125 | 170 | 1.0250 | 0.528 | 1.0250 | 1.0124 |
137
+ | No log | 5.375 | 172 | 1.0519 | 0.5 | 1.0519 | 1.0256 |
138
+ | No log | 5.4375 | 174 | 1.0336 | 0.5469 | 1.0336 | 1.0167 |
139
+ | No log | 5.5 | 176 | 0.9867 | 0.5669 | 0.9867 | 0.9933 |
140
+ | No log | 5.5625 | 178 | 0.9904 | 0.5909 | 0.9904 | 0.9952 |
141
+ | No log | 5.625 | 180 | 0.9873 | 0.6765 | 0.9873 | 0.9936 |
142
+ | No log | 5.6875 | 182 | 0.9383 | 0.6861 | 0.9383 | 0.9687 |
143
+ | No log | 5.75 | 184 | 0.9445 | 0.6087 | 0.9445 | 0.9719 |
144
+ | No log | 5.8125 | 186 | 0.9981 | 0.6197 | 0.9981 | 0.9990 |
145
+ | No log | 5.875 | 188 | 1.0376 | 0.5986 | 1.0376 | 1.0186 |
146
+ | No log | 5.9375 | 190 | 1.0073 | 0.5915 | 1.0073 | 1.0036 |
147
+ | No log | 6.0 | 192 | 0.9523 | 0.6241 | 0.9523 | 0.9759 |
148
+ | No log | 6.0625 | 194 | 0.9070 | 0.6143 | 0.9070 | 0.9524 |
149
+ | No log | 6.125 | 196 | 0.8969 | 0.6471 | 0.8969 | 0.9470 |
150
+ | No log | 6.1875 | 198 | 0.8812 | 0.6667 | 0.8812 | 0.9387 |
151
+ | No log | 6.25 | 200 | 0.8723 | 0.6667 | 0.8723 | 0.9339 |
152
+ | No log | 6.3125 | 202 | 0.8841 | 0.6569 | 0.8841 | 0.9403 |
153
+ | No log | 6.375 | 204 | 0.8932 | 0.6324 | 0.8932 | 0.9451 |
154
+ | No log | 6.4375 | 206 | 0.9972 | 0.6522 | 0.9972 | 0.9986 |
155
+ | No log | 6.5 | 208 | 1.0337 | 0.6423 | 1.0337 | 1.0167 |
156
+ | No log | 6.5625 | 210 | 0.9837 | 0.6131 | 0.9837 | 0.9918 |
157
+ | No log | 6.625 | 212 | 0.9105 | 0.6618 | 0.9105 | 0.9542 |
158
+ | No log | 6.6875 | 214 | 0.9091 | 0.6074 | 0.9091 | 0.9535 |
159
+ | No log | 6.75 | 216 | 0.9079 | 0.6423 | 0.9079 | 0.9528 |
160
+ | No log | 6.8125 | 218 | 0.9334 | 0.6944 | 0.9334 | 0.9661 |
161
+ | No log | 6.875 | 220 | 1.0128 | 0.6154 | 1.0128 | 1.0064 |
162
+ | No log | 6.9375 | 222 | 1.0108 | 0.6763 | 1.0108 | 1.0054 |
163
+ | No log | 7.0 | 224 | 0.9658 | 0.6370 | 0.9658 | 0.9828 |
164
+ | No log | 7.0625 | 226 | 0.9927 | 0.6015 | 0.9927 | 0.9963 |
165
+ | No log | 7.125 | 228 | 1.0205 | 0.5758 | 1.0205 | 1.0102 |
166
+ | No log | 7.1875 | 230 | 1.0504 | 0.5469 | 1.0504 | 1.0249 |
167
+ | No log | 7.25 | 232 | 1.0227 | 0.5865 | 1.0227 | 1.0113 |
168
+ | No log | 7.3125 | 234 | 1.0018 | 0.6324 | 1.0018 | 1.0009 |
169
+ | No log | 7.375 | 236 | 1.0304 | 0.6331 | 1.0304 | 1.0151 |
170
+ | No log | 7.4375 | 238 | 1.0102 | 0.6324 | 1.0102 | 1.0051 |
171
+ | No log | 7.5 | 240 | 0.9735 | 0.6015 | 0.9735 | 0.9867 |
172
+ | No log | 7.5625 | 242 | 0.9843 | 0.5954 | 0.9843 | 0.9921 |
173
+ | No log | 7.625 | 244 | 1.0111 | 0.5496 | 1.0111 | 1.0055 |
174
+ | No log | 7.6875 | 246 | 0.9597 | 0.5846 | 0.9597 | 0.9797 |
175
+ | No log | 7.75 | 248 | 0.9174 | 0.6212 | 0.9174 | 0.9578 |
176
+ | No log | 7.8125 | 250 | 0.8826 | 0.6667 | 0.8826 | 0.9395 |
177
+ | No log | 7.875 | 252 | 0.8882 | 0.6176 | 0.8882 | 0.9424 |
178
+ | No log | 7.9375 | 254 | 0.9207 | 0.6324 | 0.9207 | 0.9595 |
179
+ | No log | 8.0 | 256 | 0.9864 | 0.6522 | 0.9864 | 0.9932 |
180
+ | No log | 8.0625 | 258 | 0.9770 | 0.6222 | 0.9770 | 0.9885 |
181
+ | No log | 8.125 | 260 | 0.9204 | 0.6286 | 0.9204 | 0.9594 |
182
+ | No log | 8.1875 | 262 | 0.8681 | 0.6806 | 0.8681 | 0.9317 |
183
+ | No log | 8.25 | 264 | 0.8623 | 0.6806 | 0.8623 | 0.9286 |
184
+ | No log | 8.3125 | 266 | 0.8763 | 0.6901 | 0.8763 | 0.9361 |
185
+ | No log | 8.375 | 268 | 0.9054 | 0.6232 | 0.9054 | 0.9516 |
186
+ | No log | 8.4375 | 270 | 0.9443 | 0.5865 | 0.9443 | 0.9717 |
187
+ | No log | 8.5 | 272 | 0.9094 | 0.6370 | 0.9094 | 0.9536 |
188
+ | No log | 8.5625 | 274 | 0.8633 | 0.6165 | 0.8633 | 0.9291 |
189
+ | No log | 8.625 | 276 | 0.8344 | 0.6714 | 0.8344 | 0.9135 |
190
+ | No log | 8.6875 | 278 | 0.8407 | 0.6763 | 0.8407 | 0.9169 |
191
+ | No log | 8.75 | 280 | 0.9547 | 0.6906 | 0.9547 | 0.9771 |
192
+ | No log | 8.8125 | 282 | 1.0694 | 0.6074 | 1.0694 | 1.0341 |
193
+ | No log | 8.875 | 284 | 1.0167 | 0.7007 | 1.0167 | 1.0083 |
194
+ | No log | 8.9375 | 286 | 0.9129 | 0.6906 | 0.9129 | 0.9554 |
195
+ | No log | 9.0 | 288 | 0.8609 | 0.6418 | 0.8609 | 0.9278 |
196
+ | No log | 9.0625 | 290 | 0.8856 | 0.6324 | 0.8856 | 0.9410 |
197
+ | No log | 9.125 | 292 | 0.8904 | 0.5909 | 0.8904 | 0.9436 |
198
+ | No log | 9.1875 | 294 | 0.9061 | 0.6418 | 0.9061 | 0.9519 |
199
+ | No log | 9.25 | 296 | 0.9199 | 0.6000 | 0.9199 | 0.9591 |
200
+ | No log | 9.3125 | 298 | 0.9194 | 0.6107 | 0.9194 | 0.9588 |
201
+ | No log | 9.375 | 300 | 0.9070 | 0.6567 | 0.9070 | 0.9524 |
202
+ | No log | 9.4375 | 302 | 0.8741 | 0.6861 | 0.8741 | 0.9349 |
203
+ | No log | 9.5 | 304 | 0.8817 | 0.6853 | 0.8817 | 0.9390 |
204
+ | No log | 9.5625 | 306 | 0.9396 | 0.6479 | 0.9396 | 0.9693 |
205
+ | No log | 9.625 | 308 | 0.9319 | 0.6479 | 0.9319 | 0.9653 |
206
+ | No log | 9.6875 | 310 | 0.9717 | 0.6479 | 0.9717 | 0.9857 |
207
+ | No log | 9.75 | 312 | 0.9702 | 0.6479 | 0.9702 | 0.9850 |
208
+ | No log | 9.8125 | 314 | 0.9608 | 0.6906 | 0.9608 | 0.9802 |
209
+ | No log | 9.875 | 316 | 0.9337 | 0.6857 | 0.9337 | 0.9663 |
210
+ | No log | 9.9375 | 318 | 0.8569 | 0.7143 | 0.8569 | 0.9257 |
211
+ | No log | 10.0 | 320 | 0.7960 | 0.7234 | 0.7960 | 0.8922 |
212
+ | No log | 10.0625 | 322 | 0.7861 | 0.7260 | 0.7861 | 0.8866 |
213
+ | No log | 10.125 | 324 | 0.7746 | 0.7211 | 0.7746 | 0.8801 |
214
+ | No log | 10.1875 | 326 | 0.7080 | 0.7532 | 0.7080 | 0.8414 |
215
+ | No log | 10.25 | 328 | 0.7141 | 0.7355 | 0.7141 | 0.8451 |
216
+ | No log | 10.3125 | 330 | 0.7980 | 0.6755 | 0.7980 | 0.8933 |
217
+ | No log | 10.375 | 332 | 0.8313 | 0.6486 | 0.8313 | 0.9118 |
218
+ | No log | 10.4375 | 334 | 0.8323 | 0.6667 | 0.8323 | 0.9123 |
219
+ | No log | 10.5 | 336 | 0.8547 | 0.6944 | 0.8547 | 0.9245 |
220
+ | No log | 10.5625 | 338 | 0.9272 | 0.7042 | 0.9272 | 0.9629 |
221
+ | No log | 10.625 | 340 | 0.9670 | 0.6377 | 0.9670 | 0.9834 |
222
+ | No log | 10.6875 | 342 | 0.9559 | 0.6763 | 0.9559 | 0.9777 |
223
+ | No log | 10.75 | 344 | 0.9682 | 0.6620 | 0.9682 | 0.9840 |
224
+ | No log | 10.8125 | 346 | 0.9661 | 0.6434 | 0.9661 | 0.9829 |
225
+ | No log | 10.875 | 348 | 0.9611 | 0.625 | 0.9611 | 0.9804 |
226
+ | No log | 10.9375 | 350 | 0.9641 | 0.6154 | 0.9641 | 0.9819 |
227
+ | No log | 11.0 | 352 | 0.9235 | 0.6667 | 0.9235 | 0.9610 |
228
+ | No log | 11.0625 | 354 | 0.9520 | 0.6187 | 0.9520 | 0.9757 |
229
+ | No log | 11.125 | 356 | 1.0202 | 0.6015 | 1.0202 | 1.0100 |
230
+ | No log | 11.1875 | 358 | 1.1452 | 0.5909 | 1.1452 | 1.0701 |
231
+ | No log | 11.25 | 360 | 1.1752 | 0.5630 | 1.1752 | 1.0841 |
232
+ | No log | 11.3125 | 362 | 1.2132 | 0.5109 | 1.2132 | 1.1014 |
233
+ | No log | 11.375 | 364 | 1.1240 | 0.5401 | 1.1240 | 1.0602 |
234
+ | No log | 11.4375 | 366 | 1.0459 | 0.6331 | 1.0459 | 1.0227 |
235
+ | No log | 11.5 | 368 | 0.9391 | 0.6957 | 0.9391 | 0.9691 |
236
+ | No log | 11.5625 | 370 | 0.8625 | 0.6715 | 0.8625 | 0.9287 |
237
+ | No log | 11.625 | 372 | 0.8499 | 0.6715 | 0.8499 | 0.9219 |
238
+ | No log | 11.6875 | 374 | 0.9040 | 0.6763 | 0.9040 | 0.9508 |
239
+ | No log | 11.75 | 376 | 0.9545 | 0.6667 | 0.9545 | 0.9770 |
240
+ | No log | 11.8125 | 378 | 0.9398 | 0.6715 | 0.9398 | 0.9694 |
241
+ | No log | 11.875 | 380 | 0.9205 | 0.6 | 0.9205 | 0.9594 |
242
+ | No log | 11.9375 | 382 | 0.9697 | 0.5312 | 0.9697 | 0.9847 |
243
+ | No log | 12.0 | 384 | 0.9505 | 0.5581 | 0.9505 | 0.9749 |
244
+ | No log | 12.0625 | 386 | 0.8975 | 0.6061 | 0.8975 | 0.9474 |
245
+ | No log | 12.125 | 388 | 0.8642 | 0.6715 | 0.8642 | 0.9296 |
246
+ | No log | 12.1875 | 390 | 0.8147 | 0.6957 | 0.8147 | 0.9026 |
247
+ | No log | 12.25 | 392 | 0.7778 | 0.7042 | 0.7778 | 0.8819 |
248
+ | No log | 12.3125 | 394 | 0.8072 | 0.6207 | 0.8072 | 0.8984 |
249
+ | No log | 12.375 | 396 | 0.8148 | 0.6207 | 0.8148 | 0.9026 |
250
+ | No log | 12.4375 | 398 | 0.7787 | 0.7114 | 0.7787 | 0.8825 |
251
+ | No log | 12.5 | 400 | 0.8078 | 0.6993 | 0.8078 | 0.8988 |
252
+ | No log | 12.5625 | 402 | 0.8692 | 0.7 | 0.8692 | 0.9323 |
253
+ | No log | 12.625 | 404 | 0.9193 | 0.6906 | 0.9193 | 0.9588 |
254
+ | No log | 12.6875 | 406 | 0.9660 | 0.6154 | 0.9660 | 0.9829 |
255
+ | No log | 12.75 | 408 | 1.0122 | 0.5714 | 1.0122 | 1.0061 |
256
+ | No log | 12.8125 | 410 | 1.0280 | 0.5082 | 1.0280 | 1.0139 |
257
+ | No log | 12.875 | 412 | 1.0131 | 0.5354 | 1.0131 | 1.0066 |
258
+ | No log | 12.9375 | 414 | 0.9959 | 0.5426 | 0.9959 | 0.9979 |
259
+ | No log | 13.0 | 416 | 0.9468 | 0.5970 | 0.9468 | 0.9730 |
260
+ | No log | 13.0625 | 418 | 0.8852 | 0.7042 | 0.8852 | 0.9408 |
261
+ | No log | 13.125 | 420 | 0.8586 | 0.7042 | 0.8586 | 0.9266 |
262
+ | No log | 13.1875 | 422 | 0.8432 | 0.6619 | 0.8432 | 0.9183 |
263
+ | No log | 13.25 | 424 | 0.8445 | 0.6857 | 0.8445 | 0.9190 |
264
+ | No log | 13.3125 | 426 | 0.8437 | 0.6857 | 0.8437 | 0.9185 |
265
+ | No log | 13.375 | 428 | 0.8513 | 0.6667 | 0.8513 | 0.9227 |
266
+ | No log | 13.4375 | 430 | 0.8790 | 0.6861 | 0.8790 | 0.9376 |
267
+ | No log | 13.5 | 432 | 0.9235 | 0.6222 | 0.9235 | 0.9610 |
268
+ | No log | 13.5625 | 434 | 0.9358 | 0.6222 | 0.9358 | 0.9674 |
269
+ | No log | 13.625 | 436 | 0.9140 | 0.6377 | 0.9140 | 0.9560 |
270
+ | No log | 13.6875 | 438 | 0.9137 | 0.6222 | 0.9137 | 0.9559 |
271
+ | No log | 13.75 | 440 | 0.9194 | 0.6222 | 0.9194 | 0.9589 |
272
+ | No log | 13.8125 | 442 | 0.9072 | 0.6466 | 0.9072 | 0.9525 |
273
+ | No log | 13.875 | 444 | 0.9392 | 0.5669 | 0.9392 | 0.9691 |
274
+ | No log | 13.9375 | 446 | 0.9616 | 0.5669 | 0.9616 | 0.9806 |
275
+ | No log | 14.0 | 448 | 0.9653 | 0.5669 | 0.9653 | 0.9825 |
276
+ | No log | 14.0625 | 450 | 0.9349 | 0.6 | 0.9350 | 0.9669 |
277
+ | No log | 14.125 | 452 | 0.9016 | 0.6260 | 0.9016 | 0.9495 |
278
+ | No log | 14.1875 | 454 | 0.8689 | 0.6815 | 0.8689 | 0.9322 |
279
+ | No log | 14.25 | 456 | 0.8694 | 0.6716 | 0.8694 | 0.9324 |
280
+ | No log | 14.3125 | 458 | 0.9048 | 0.6569 | 0.9048 | 0.9512 |
281
+ | No log | 14.375 | 460 | 0.9217 | 0.6522 | 0.9217 | 0.9601 |
282
+ | No log | 14.4375 | 462 | 0.9091 | 0.6619 | 0.9091 | 0.9535 |
283
+ | No log | 14.5 | 464 | 0.8777 | 0.6522 | 0.8777 | 0.9369 |
284
+ | No log | 14.5625 | 466 | 0.8345 | 0.7007 | 0.8345 | 0.9135 |
285
+ | No log | 14.625 | 468 | 0.8248 | 0.6912 | 0.8248 | 0.9082 |
286
+ | No log | 14.6875 | 470 | 0.8377 | 0.6912 | 0.8377 | 0.9152 |
287
+ | No log | 14.75 | 472 | 0.8634 | 0.7007 | 0.8634 | 0.9292 |
288
+ | No log | 14.8125 | 474 | 0.8759 | 0.6912 | 0.8759 | 0.9359 |
289
+ | No log | 14.875 | 476 | 0.9137 | 0.6569 | 0.9137 | 0.9559 |
290
+ | No log | 14.9375 | 478 | 0.9444 | 0.6618 | 0.9444 | 0.9718 |
291
+ | No log | 15.0 | 480 | 0.9330 | 0.6567 | 0.9330 | 0.9659 |
292
+ | No log | 15.0625 | 482 | 0.9001 | 0.6569 | 0.9001 | 0.9488 |
293
+ | No log | 15.125 | 484 | 0.8499 | 0.7092 | 0.8499 | 0.9219 |
294
+ | No log | 15.1875 | 486 | 0.8434 | 0.7413 | 0.8434 | 0.9184 |
295
+ | No log | 15.25 | 488 | 0.8756 | 0.6993 | 0.8756 | 0.9358 |
296
+ | No log | 15.3125 | 490 | 0.8992 | 0.6713 | 0.8992 | 0.9482 |
297
+ | No log | 15.375 | 492 | 0.8619 | 0.6809 | 0.8619 | 0.9284 |
298
+ | No log | 15.4375 | 494 | 0.8374 | 0.7 | 0.8374 | 0.9151 |
299
+ | No log | 15.5 | 496 | 0.8529 | 0.6906 | 0.8529 | 0.9235 |
300
+ | No log | 15.5625 | 498 | 0.8898 | 0.6519 | 0.8898 | 0.9433 |
301
+ | 0.3979 | 15.625 | 500 | 0.9793 | 0.6667 | 0.9793 | 0.9896 |
302
+ | 0.3979 | 15.6875 | 502 | 1.0351 | 0.6861 | 1.0351 | 1.0174 |
303
+ | 0.3979 | 15.75 | 504 | 1.0471 | 0.6715 | 1.0471 | 1.0233 |
304
+ | 0.3979 | 15.8125 | 506 | 1.0107 | 0.6165 | 1.0107 | 1.0053 |
305
+ | 0.3979 | 15.875 | 508 | 0.9593 | 0.6466 | 0.9593 | 0.9794 |
306
+ | 0.3979 | 15.9375 | 510 | 0.9159 | 0.6519 | 0.9159 | 0.9570 |
307
+ | 0.3979 | 16.0 | 512 | 0.8972 | 0.6618 | 0.8972 | 0.9472 |
308
+ | 0.3979 | 16.0625 | 514 | 0.8957 | 0.6324 | 0.8957 | 0.9464 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
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