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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_organization

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Training in progress, step 500

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  1. README.md +276 -334
  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_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7385
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- - Qwk: 0.0977
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- - Mse: 0.7385
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- - Rmse: 0.8593
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  ## Model description
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@@ -49,334 +49,276 @@ 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 | 0.1538 | 2 | 2.6231 | -0.0407 | 2.6231 | 1.6196 |
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- | No log | 0.3077 | 4 | 1.3633 | 0.0470 | 1.3633 | 1.1676 |
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- | No log | 0.4615 | 6 | 1.0481 | -0.0970 | 1.0481 | 1.0238 |
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- | No log | 0.6154 | 8 | 0.8910 | 0.0792 | 0.8910 | 0.9439 |
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- | No log | 0.7692 | 10 | 0.8124 | 0.2383 | 0.8124 | 0.9013 |
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- | No log | 0.9231 | 12 | 0.9799 | 0.2411 | 0.9799 | 0.9899 |
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- | No log | 1.0769 | 14 | 1.4251 | -0.0169 | 1.4251 | 1.1938 |
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- | No log | 1.2308 | 16 | 1.3075 | -0.0157 | 1.3075 | 1.1435 |
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- | No log | 1.3846 | 18 | 1.1316 | 0.1832 | 1.1316 | 1.0638 |
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- | No log | 1.5385 | 20 | 0.8056 | 0.2677 | 0.8056 | 0.8975 |
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- | No log | 1.6923 | 22 | 0.7316 | 0.0 | 0.7316 | 0.8554 |
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- | No log | 1.8462 | 24 | 0.7572 | 0.0947 | 0.7572 | 0.8702 |
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- | No log | 2.0 | 26 | 0.7360 | 0.0905 | 0.7360 | 0.8579 |
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- | No log | 2.1538 | 28 | 0.9464 | 0.2813 | 0.9464 | 0.9728 |
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- | No log | 2.3077 | 30 | 1.3493 | 0.0319 | 1.3493 | 1.1616 |
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- | No log | 2.4615 | 32 | 1.2390 | 0.1241 | 1.2390 | 1.1131 |
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- | No log | 2.6154 | 34 | 0.8229 | 0.3451 | 0.8229 | 0.9071 |
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- | No log | 2.7692 | 36 | 0.7195 | 0.3089 | 0.7195 | 0.8482 |
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- | No log | 2.9231 | 38 | 0.7487 | 0.4029 | 0.7487 | 0.8653 |
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- | No log | 3.0769 | 40 | 0.9147 | 0.3097 | 0.9147 | 0.9564 |
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- | No log | 3.2308 | 42 | 0.7785 | 0.3569 | 0.7785 | 0.8823 |
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- | No log | 3.3846 | 44 | 0.6971 | 0.2715 | 0.6971 | 0.8349 |
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- | No log | 3.5385 | 46 | 0.7065 | 0.1500 | 0.7065 | 0.8405 |
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- | No log | 3.6923 | 48 | 0.7513 | 0.0913 | 0.7513 | 0.8668 |
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- | No log | 3.8462 | 50 | 0.7199 | 0.1500 | 0.7199 | 0.8485 |
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- | No log | 4.0 | 52 | 0.8075 | 0.3078 | 0.8075 | 0.8986 |
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- | No log | 4.1538 | 54 | 0.8358 | 0.2953 | 0.8358 | 0.9142 |
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- | No log | 4.3077 | 56 | 0.8039 | 0.2633 | 0.8039 | 0.8966 |
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- | No log | 4.4615 | 58 | 0.7528 | 0.2872 | 0.7528 | 0.8676 |
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- | No log | 4.6154 | 60 | 0.7283 | 0.1952 | 0.7283 | 0.8534 |
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- | No log | 4.7692 | 62 | 0.7215 | 0.1218 | 0.7215 | 0.8494 |
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- | No log | 4.9231 | 64 | 0.7347 | 0.1686 | 0.7347 | 0.8571 |
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- | No log | 5.0769 | 66 | 0.7977 | 0.1724 | 0.7977 | 0.8932 |
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- | No log | 5.2308 | 68 | 0.8066 | 0.1739 | 0.8066 | 0.8981 |
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- | No log | 5.3846 | 70 | 0.7460 | 0.0866 | 0.7460 | 0.8637 |
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- | No log | 5.5385 | 72 | 0.7501 | 0.0437 | 0.7501 | 0.8661 |
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- | No log | 5.6923 | 74 | 0.7637 | 0.0748 | 0.7637 | 0.8739 |
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- | No log | 5.8462 | 76 | 0.8227 | 0.3088 | 0.8227 | 0.9070 |
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- | No log | 6.0 | 78 | 0.8951 | 0.2547 | 0.8951 | 0.9461 |
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- | No log | 6.1538 | 80 | 0.8294 | 0.2440 | 0.8294 | 0.9107 |
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- | No log | 6.3077 | 82 | 0.7621 | 0.2058 | 0.7621 | 0.8730 |
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- | No log | 6.4615 | 84 | 0.7906 | 0.1901 | 0.7906 | 0.8891 |
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- | No log | 6.6154 | 86 | 0.8274 | 0.2383 | 0.8274 | 0.9096 |
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- | No log | 6.7692 | 88 | 1.0000 | 0.2211 | 1.0000 | 1.0000 |
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- | No log | 6.9231 | 90 | 1.1908 | 0.1086 | 1.1908 | 1.0913 |
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- | No log | 7.0769 | 92 | 1.2722 | 0.1028 | 1.2722 | 1.1279 |
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- | No log | 7.2308 | 94 | 1.2067 | 0.1671 | 1.2067 | 1.0985 |
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- | No log | 7.3846 | 96 | 0.9872 | 0.2410 | 0.9872 | 0.9936 |
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- | No log | 7.5385 | 98 | 0.8282 | 0.0725 | 0.8282 | 0.9101 |
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- | No log | 7.6923 | 100 | 0.8543 | 0.1310 | 0.8543 | 0.9243 |
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- | No log | 7.8462 | 102 | 0.8967 | 0.0909 | 0.8967 | 0.9469 |
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- | No log | 8.0 | 104 | 0.9379 | -0.1124 | 0.9379 | 0.9685 |
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- | No log | 8.1538 | 106 | 1.0446 | -0.0813 | 1.0446 | 1.0221 |
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- | No log | 8.3077 | 108 | 1.1606 | -0.0165 | 1.1606 | 1.0773 |
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- | No log | 8.4615 | 110 | 1.2117 | 0.0391 | 1.2117 | 1.1008 |
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- | No log | 8.6154 | 112 | 1.1891 | 0.0366 | 1.1891 | 1.0905 |
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- | No log | 8.7692 | 114 | 1.0299 | 0.0962 | 1.0299 | 1.0148 |
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- | No log | 8.9231 | 116 | 0.8765 | 0.2261 | 0.8765 | 0.9362 |
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- | No log | 9.0769 | 118 | 0.8619 | 0.1051 | 0.8619 | 0.9284 |
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- | No log | 9.2308 | 120 | 0.8875 | -0.0045 | 0.8875 | 0.9420 |
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- | No log | 9.3846 | 122 | 0.8893 | -0.0409 | 0.8893 | 0.9430 |
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- | No log | 9.5385 | 124 | 0.9002 | 0.0306 | 0.9002 | 0.9488 |
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- | No log | 9.6923 | 126 | 0.9375 | 0.1219 | 0.9375 | 0.9683 |
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- | No log | 9.8462 | 128 | 0.9033 | 0.0892 | 0.9033 | 0.9504 |
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- | No log | 10.0 | 130 | 0.8610 | 0.0262 | 0.8610 | 0.9279 |
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- | No log | 10.1538 | 132 | 0.8835 | 0.0851 | 0.8835 | 0.9399 |
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- | No log | 10.3077 | 134 | 0.9500 | 0.2227 | 0.9500 | 0.9747 |
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- | No log | 10.4615 | 136 | 0.9930 | 0.2440 | 0.9930 | 0.9965 |
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- | No log | 10.6154 | 138 | 1.0114 | 0.0502 | 1.0114 | 1.0057 |
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- | No log | 10.7692 | 140 | 0.9633 | -0.0152 | 0.9633 | 0.9815 |
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- | No log | 10.9231 | 142 | 0.8691 | 0.0761 | 0.8691 | 0.9323 |
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- | No log | 11.0769 | 144 | 0.8212 | 0.1091 | 0.8212 | 0.9062 |
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- | No log | 11.2308 | 146 | 0.8039 | 0.1471 | 0.8039 | 0.8966 |
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- | No log | 11.3846 | 148 | 0.8364 | 0.2722 | 0.8364 | 0.9146 |
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- | No log | 11.5385 | 150 | 0.8567 | 0.2604 | 0.8567 | 0.9256 |
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- | No log | 11.6923 | 152 | 0.8343 | 0.2995 | 0.8343 | 0.9134 |
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- | No log | 11.8462 | 154 | 0.8099 | 0.3763 | 0.8099 | 0.9000 |
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- | No log | 12.0 | 156 | 0.7739 | 0.4147 | 0.7739 | 0.8797 |
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- | No log | 12.1538 | 158 | 0.7934 | 0.3840 | 0.7934 | 0.8907 |
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- | No log | 12.3077 | 160 | 0.7612 | 0.4147 | 0.7612 | 0.8725 |
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- | No log | 12.4615 | 162 | 0.7233 | 0.1367 | 0.7233 | 0.8504 |
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- | No log | 12.6154 | 164 | 0.7335 | 0.1052 | 0.7335 | 0.8565 |
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- | No log | 12.7692 | 166 | 0.7899 | 0.1775 | 0.7899 | 0.8888 |
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- | No log | 12.9231 | 168 | 0.9823 | 0.0728 | 0.9823 | 0.9911 |
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- | No log | 13.0769 | 170 | 1.1404 | -0.0289 | 1.1404 | 1.0679 |
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- | No log | 13.2308 | 172 | 1.0943 | 0.1176 | 1.0943 | 1.0461 |
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- | No log | 13.3846 | 174 | 0.9485 | 0.3105 | 0.9485 | 0.9739 |
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- | No log | 13.5385 | 176 | 0.8482 | -0.0232 | 0.8482 | 0.9210 |
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- | No log | 13.6923 | 178 | 0.8366 | 0.0784 | 0.8366 | 0.9146 |
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- | No log | 13.8462 | 180 | 0.9058 | 0.1739 | 0.9058 | 0.9517 |
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- | No log | 14.0 | 182 | 0.9415 | 0.1697 | 0.9415 | 0.9703 |
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- | No log | 14.1538 | 184 | 0.9083 | 0.1739 | 0.9083 | 0.9530 |
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- | No log | 14.3077 | 186 | 0.8380 | 0.0408 | 0.8380 | 0.9154 |
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- | No log | 14.4615 | 188 | 0.8255 | -0.0049 | 0.8255 | 0.9086 |
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- | No log | 14.6154 | 190 | 0.8212 | -0.0475 | 0.8212 | 0.9062 |
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- | No log | 14.7692 | 192 | 0.8152 | -0.0049 | 0.8152 | 0.9029 |
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- | No log | 14.9231 | 194 | 0.8115 | 0.0377 | 0.8115 | 0.9008 |
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- | No log | 15.0769 | 196 | 0.8139 | 0.0377 | 0.8139 | 0.9021 |
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- | No log | 15.2308 | 198 | 0.8265 | -0.0171 | 0.8265 | 0.9091 |
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- | No log | 15.3846 | 200 | 0.8899 | 0.1065 | 0.8899 | 0.9433 |
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- | No log | 15.5385 | 202 | 0.9164 | 0.1328 | 0.9164 | 0.9573 |
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- | No log | 15.6923 | 204 | 0.9292 | 0.2173 | 0.9292 | 0.9639 |
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- | No log | 15.8462 | 206 | 0.8513 | 0.2414 | 0.8513 | 0.9226 |
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- | No log | 16.0 | 208 | 0.8009 | 0.1015 | 0.8009 | 0.8949 |
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- | No log | 16.1538 | 210 | 0.8007 | 0.1762 | 0.8007 | 0.8948 |
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- | No log | 16.3077 | 212 | 0.7838 | 0.1762 | 0.7838 | 0.8853 |
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- | No log | 16.4615 | 214 | 0.7639 | 0.0637 | 0.7639 | 0.8740 |
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- | No log | 16.6154 | 216 | 0.7681 | 0.1341 | 0.7681 | 0.8764 |
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- | No log | 16.7692 | 218 | 0.7674 | 0.1012 | 0.7674 | 0.8760 |
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- | No log | 16.9231 | 220 | 0.7687 | 0.1092 | 0.7687 | 0.8768 |
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- | No log | 17.0769 | 222 | 0.7785 | 0.1092 | 0.7785 | 0.8823 |
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- | No log | 17.2308 | 224 | 0.7863 | 0.1092 | 0.7863 | 0.8867 |
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- | No log | 17.3846 | 226 | 0.7928 | 0.0720 | 0.7928 | 0.8904 |
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- | No log | 17.5385 | 228 | 0.8241 | 0.0218 | 0.8241 | 0.9078 |
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- | No log | 17.6923 | 230 | 0.8973 | 0.1953 | 0.8973 | 0.9473 |
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- | No log | 17.8462 | 232 | 0.9831 | 0.0143 | 0.9831 | 0.9915 |
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- | No log | 18.0 | 234 | 1.0303 | 0.0186 | 1.0303 | 1.0150 |
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- | No log | 18.1538 | 236 | 1.0255 | 0.0532 | 1.0255 | 1.0126 |
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- | No log | 18.3077 | 238 | 0.9655 | 0.0532 | 0.9655 | 0.9826 |
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- | No log | 18.4615 | 240 | 0.9052 | -0.0117 | 0.9052 | 0.9514 |
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- | No log | 18.6154 | 242 | 0.8797 | -0.1227 | 0.8797 | 0.9379 |
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- | No log | 18.7692 | 244 | 0.8545 | 0.0 | 0.8545 | 0.9244 |
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- | No log | 18.9231 | 246 | 0.8395 | 0.0022 | 0.8395 | 0.9162 |
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- | No log | 19.0769 | 248 | 0.8290 | -0.0804 | 0.8290 | 0.9105 |
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- | No log | 19.2308 | 250 | 0.8059 | 0.0720 | 0.8059 | 0.8977 |
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- | No log | 19.3846 | 252 | 0.7733 | 0.0720 | 0.7733 | 0.8794 |
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- | No log | 19.5385 | 254 | 0.7523 | 0.1132 | 0.7523 | 0.8673 |
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- | No log | 19.6923 | 256 | 0.7513 | 0.1923 | 0.7513 | 0.8668 |
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- | No log | 19.8462 | 258 | 0.7535 | 0.1906 | 0.7535 | 0.8680 |
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- | No log | 20.0 | 260 | 0.7552 | 0.2308 | 0.7552 | 0.8690 |
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- | No log | 20.1538 | 262 | 0.7297 | 0.1132 | 0.7297 | 0.8542 |
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- | No log | 20.3077 | 264 | 0.7259 | 0.1782 | 0.7259 | 0.8520 |
184
- | No log | 20.4615 | 266 | 0.7635 | 0.2270 | 0.7635 | 0.8738 |
185
- | No log | 20.6154 | 268 | 0.7890 | 0.2558 | 0.7890 | 0.8882 |
186
- | No log | 20.7692 | 270 | 0.7742 | 0.0573 | 0.7742 | 0.8799 |
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- | No log | 20.9231 | 272 | 0.7780 | -0.0171 | 0.7780 | 0.8820 |
188
- | No log | 21.0769 | 274 | 0.7863 | -0.0103 | 0.7863 | 0.8868 |
189
- | No log | 21.2308 | 276 | 0.7980 | 0.1633 | 0.7980 | 0.8933 |
190
- | No log | 21.3846 | 278 | 0.8080 | 0.0407 | 0.8080 | 0.8989 |
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- | No log | 21.5385 | 280 | 0.8270 | -0.0023 | 0.8270 | 0.9094 |
192
- | No log | 21.6923 | 282 | 0.8140 | -0.0491 | 0.8140 | 0.9022 |
193
- | No log | 21.8462 | 284 | 0.7870 | -0.0099 | 0.7870 | 0.8871 |
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- | No log | 22.0 | 286 | 0.7698 | 0.0790 | 0.7698 | 0.8774 |
195
- | No log | 22.1538 | 288 | 0.7635 | 0.0392 | 0.7635 | 0.8738 |
196
- | No log | 22.3077 | 290 | 0.7718 | -0.0076 | 0.7718 | 0.8785 |
197
- | No log | 22.4615 | 292 | 0.8198 | 0.2227 | 0.8198 | 0.9054 |
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- | No log | 22.6154 | 294 | 0.9074 | 0.2193 | 0.9074 | 0.9526 |
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- | No log | 22.7692 | 296 | 0.9724 | 0.1853 | 0.9724 | 0.9861 |
200
- | No log | 22.9231 | 298 | 0.9579 | 0.2328 | 0.9579 | 0.9787 |
201
- | No log | 23.0769 | 300 | 0.8995 | 0.0896 | 0.8995 | 0.9484 |
202
- | No log | 23.2308 | 302 | 0.8792 | 0.0336 | 0.8792 | 0.9376 |
203
- | No log | 23.3846 | 304 | 0.8659 | 0.0879 | 0.8659 | 0.9306 |
204
- | No log | 23.5385 | 306 | 0.8829 | 0.1290 | 0.8829 | 0.9396 |
205
- | No log | 23.6923 | 308 | 0.8949 | 0.1649 | 0.8949 | 0.9460 |
206
- | No log | 23.8462 | 310 | 0.8637 | 0.0916 | 0.8637 | 0.9294 |
207
- | No log | 24.0 | 312 | 0.8557 | 0.0 | 0.8557 | 0.9251 |
208
- | No log | 24.1538 | 314 | 0.9323 | 0.1495 | 0.9323 | 0.9656 |
209
- | No log | 24.3077 | 316 | 0.9900 | 0.1452 | 0.9900 | 0.9950 |
210
- | No log | 24.4615 | 318 | 1.0424 | 0.1368 | 1.0424 | 1.0210 |
211
- | No log | 24.6154 | 320 | 1.0254 | 0.0760 | 1.0254 | 1.0126 |
212
- | No log | 24.7692 | 322 | 0.9732 | 0.0826 | 0.9732 | 0.9865 |
213
- | No log | 24.9231 | 324 | 0.9098 | -0.0895 | 0.9098 | 0.9538 |
214
- | No log | 25.0769 | 326 | 0.8851 | -0.0835 | 0.8851 | 0.9408 |
215
- | No log | 25.2308 | 328 | 0.8827 | -0.0844 | 0.8827 | 0.9395 |
216
- | No log | 25.3846 | 330 | 0.8654 | 0.0679 | 0.8654 | 0.9303 |
217
- | No log | 25.5385 | 332 | 0.8360 | 0.0279 | 0.8360 | 0.9143 |
218
- | No log | 25.6923 | 334 | 0.8295 | 0.1253 | 0.8295 | 0.9108 |
219
- | No log | 25.8462 | 336 | 0.8232 | 0.0977 | 0.8232 | 0.9073 |
220
- | No log | 26.0 | 338 | 0.8347 | 0.0654 | 0.8347 | 0.9136 |
221
- | No log | 26.1538 | 340 | 0.8503 | 0.0364 | 0.8503 | 0.9221 |
222
- | No log | 26.3077 | 342 | 0.8519 | 0.0451 | 0.8519 | 0.9230 |
223
- | No log | 26.4615 | 344 | 0.8549 | 0.0451 | 0.8549 | 0.9246 |
224
- | No log | 26.6154 | 346 | 0.8588 | -0.0319 | 0.8588 | 0.9267 |
225
- | No log | 26.7692 | 348 | 0.8822 | 0.0702 | 0.8822 | 0.9392 |
226
- | No log | 26.9231 | 350 | 0.9031 | 0.0941 | 0.9031 | 0.9503 |
227
- | No log | 27.0769 | 352 | 0.9168 | 0.0938 | 0.9168 | 0.9575 |
228
- | No log | 27.2308 | 354 | 0.8978 | 0.0720 | 0.8978 | 0.9475 |
229
- | No log | 27.3846 | 356 | 0.8975 | 0.0464 | 0.8975 | 0.9473 |
230
- | No log | 27.5385 | 358 | 0.9312 | 0.0159 | 0.9312 | 0.9650 |
231
- | No log | 27.6923 | 360 | 0.9336 | 0.0159 | 0.9336 | 0.9662 |
232
- | No log | 27.8462 | 362 | 0.9122 | 0.0464 | 0.9122 | 0.9551 |
233
- | No log | 28.0 | 364 | 0.9149 | -0.0319 | 0.9149 | 0.9565 |
234
- | No log | 28.1538 | 366 | 0.9446 | -0.0307 | 0.9446 | 0.9719 |
235
- | No log | 28.3077 | 368 | 0.9576 | -0.0307 | 0.9576 | 0.9786 |
236
- | No log | 28.4615 | 370 | 0.9644 | -0.0646 | 0.9644 | 0.9820 |
237
- | No log | 28.6154 | 372 | 0.9496 | 0.0110 | 0.9496 | 0.9745 |
238
- | No log | 28.7692 | 374 | 0.9087 | 0.0464 | 0.9087 | 0.9533 |
239
- | No log | 28.9231 | 376 | 0.8794 | 0.0022 | 0.8794 | 0.9378 |
240
- | No log | 29.0769 | 378 | 0.8585 | -0.0023 | 0.8585 | 0.9266 |
241
- | No log | 29.2308 | 380 | 0.8362 | 0.0705 | 0.8362 | 0.9145 |
242
- | No log | 29.3846 | 382 | 0.8115 | 0.0377 | 0.8115 | 0.9008 |
243
- | No log | 29.5385 | 384 | 0.8103 | 0.0377 | 0.8103 | 0.9001 |
244
- | No log | 29.6923 | 386 | 0.8175 | 0.0321 | 0.8175 | 0.9042 |
245
- | No log | 29.8462 | 388 | 0.8355 | 0.0321 | 0.8355 | 0.9141 |
246
- | No log | 30.0 | 390 | 0.8516 | 0.1092 | 0.8516 | 0.9228 |
247
- | No log | 30.1538 | 392 | 0.8759 | 0.0670 | 0.8759 | 0.9359 |
248
- | No log | 30.3077 | 394 | 0.8947 | 0.0407 | 0.8947 | 0.9459 |
249
- | No log | 30.4615 | 396 | 0.9211 | 0.0494 | 0.9211 | 0.9597 |
250
- | No log | 30.6154 | 398 | 0.9412 | 0.0559 | 0.9412 | 0.9702 |
251
- | No log | 30.7692 | 400 | 0.9328 | 0.0580 | 0.9328 | 0.9658 |
252
- | No log | 30.9231 | 402 | 0.9073 | 0.1294 | 0.9073 | 0.9525 |
253
- | No log | 31.0769 | 404 | 0.8441 | 0.1686 | 0.8441 | 0.9187 |
254
- | No log | 31.2308 | 406 | 0.7952 | 0.0727 | 0.7952 | 0.8917 |
255
- | No log | 31.3846 | 408 | 0.8049 | 0.1210 | 0.8049 | 0.8972 |
256
- | No log | 31.5385 | 410 | 0.8261 | 0.2953 | 0.8261 | 0.9089 |
257
- | No log | 31.6923 | 412 | 0.8173 | 0.2720 | 0.8173 | 0.9041 |
258
- | No log | 31.8462 | 414 | 0.7761 | 0.2532 | 0.7761 | 0.8810 |
259
- | No log | 32.0 | 416 | 0.7510 | 0.1886 | 0.7510 | 0.8666 |
260
- | No log | 32.1538 | 418 | 0.7524 | 0.1886 | 0.7524 | 0.8674 |
261
- | No log | 32.3077 | 420 | 0.7494 | 0.0977 | 0.7494 | 0.8657 |
262
- | No log | 32.4615 | 422 | 0.7506 | 0.0973 | 0.7506 | 0.8664 |
263
- | No log | 32.6154 | 424 | 0.7460 | 0.0973 | 0.7460 | 0.8637 |
264
- | No log | 32.7692 | 426 | 0.7386 | 0.0973 | 0.7386 | 0.8594 |
265
- | No log | 32.9231 | 428 | 0.7436 | 0.1988 | 0.7436 | 0.8623 |
266
- | No log | 33.0769 | 430 | 0.7445 | 0.1988 | 0.7445 | 0.8628 |
267
- | No log | 33.2308 | 432 | 0.7326 | 0.1613 | 0.7326 | 0.8559 |
268
- | No log | 33.3846 | 434 | 0.7275 | 0.1638 | 0.7275 | 0.8530 |
269
- | No log | 33.5385 | 436 | 0.7201 | 0.1410 | 0.7201 | 0.8486 |
270
- | No log | 33.6923 | 438 | 0.7360 | 0.1519 | 0.7360 | 0.8579 |
271
- | No log | 33.8462 | 440 | 0.7528 | 0.1511 | 0.7528 | 0.8676 |
272
- | No log | 34.0 | 442 | 0.7614 | 0.0741 | 0.7614 | 0.8726 |
273
- | No log | 34.1538 | 444 | 0.7850 | 0.1012 | 0.7850 | 0.8860 |
274
- | No log | 34.3077 | 446 | 0.8333 | 0.0933 | 0.8333 | 0.9129 |
275
- | No log | 34.4615 | 448 | 0.9063 | 0.0864 | 0.9063 | 0.9520 |
276
- | No log | 34.6154 | 450 | 0.9422 | 0.0120 | 0.9422 | 0.9707 |
277
- | No log | 34.7692 | 452 | 0.9640 | -0.0197 | 0.9640 | 0.9818 |
278
- | No log | 34.9231 | 454 | 0.9701 | -0.0197 | 0.9701 | 0.9849 |
279
- | No log | 35.0769 | 456 | 0.9531 | 0.0272 | 0.9531 | 0.9762 |
280
- | No log | 35.2308 | 458 | 0.9385 | -0.0491 | 0.9385 | 0.9688 |
281
- | No log | 35.3846 | 460 | 0.9165 | -0.0091 | 0.9165 | 0.9574 |
282
- | No log | 35.5385 | 462 | 0.8757 | -0.0425 | 0.8757 | 0.9358 |
283
- | No log | 35.6923 | 464 | 0.8217 | 0.0637 | 0.8217 | 0.9065 |
284
- | No log | 35.8462 | 466 | 0.7716 | 0.2023 | 0.7716 | 0.8784 |
285
- | No log | 36.0 | 468 | 0.7408 | 0.2366 | 0.7408 | 0.8607 |
286
- | No log | 36.1538 | 470 | 0.7301 | 0.2744 | 0.7301 | 0.8544 |
287
- | No log | 36.3077 | 472 | 0.7179 | 0.2744 | 0.7179 | 0.8473 |
288
- | No log | 36.4615 | 474 | 0.7123 | 0.2038 | 0.7123 | 0.8440 |
289
- | No log | 36.6154 | 476 | 0.7140 | 0.2621 | 0.7140 | 0.8450 |
290
- | No log | 36.7692 | 478 | 0.7278 | 0.2204 | 0.7278 | 0.8531 |
291
- | No log | 36.9231 | 480 | 0.7509 | 0.2063 | 0.7509 | 0.8665 |
292
- | No log | 37.0769 | 482 | 0.7620 | 0.2692 | 0.7620 | 0.8729 |
293
- | No log | 37.2308 | 484 | 0.7750 | 0.2409 | 0.7750 | 0.8804 |
294
- | No log | 37.3846 | 486 | 0.7803 | 0.2722 | 0.7803 | 0.8834 |
295
- | No log | 37.5385 | 488 | 0.7660 | 0.2813 | 0.7660 | 0.8752 |
296
- | No log | 37.6923 | 490 | 0.7424 | 0.1970 | 0.7424 | 0.8616 |
297
- | No log | 37.8462 | 492 | 0.7430 | 0.1373 | 0.7430 | 0.8620 |
298
- | No log | 38.0 | 494 | 0.7477 | 0.1720 | 0.7477 | 0.8647 |
299
- | No log | 38.1538 | 496 | 0.7450 | 0.1373 | 0.7450 | 0.8631 |
300
- | No log | 38.3077 | 498 | 0.7436 | 0.1373 | 0.7436 | 0.8623 |
301
- | 0.2671 | 38.4615 | 500 | 0.7491 | 0.1289 | 0.7491 | 0.8655 |
302
- | 0.2671 | 38.6154 | 502 | 0.7485 | 0.0654 | 0.7485 | 0.8651 |
303
- | 0.2671 | 38.7692 | 504 | 0.7465 | 0.0720 | 0.7465 | 0.8640 |
304
- | 0.2671 | 38.9231 | 506 | 0.7508 | 0.0697 | 0.7508 | 0.8665 |
305
- | 0.2671 | 39.0769 | 508 | 0.7566 | 0.0627 | 0.7566 | 0.8698 |
306
- | 0.2671 | 39.2308 | 510 | 0.7649 | 0.1636 | 0.7649 | 0.8746 |
307
- | 0.2671 | 39.3846 | 512 | 0.7792 | 0.2527 | 0.7792 | 0.8827 |
308
- | 0.2671 | 39.5385 | 514 | 0.7842 | 0.3099 | 0.7842 | 0.8855 |
309
- | 0.2671 | 39.6923 | 516 | 0.7938 | 0.3261 | 0.7938 | 0.8910 |
310
- | 0.2671 | 39.8462 | 518 | 0.7871 | 0.3544 | 0.7871 | 0.8872 |
311
- | 0.2671 | 40.0 | 520 | 0.7689 | 0.1835 | 0.7689 | 0.8769 |
312
- | 0.2671 | 40.1538 | 522 | 0.7524 | 0.2327 | 0.7524 | 0.8674 |
313
- | 0.2671 | 40.3077 | 524 | 0.7549 | 0.2532 | 0.7549 | 0.8689 |
314
- | 0.2671 | 40.4615 | 526 | 0.7701 | 0.2389 | 0.7701 | 0.8776 |
315
- | 0.2671 | 40.6154 | 528 | 0.7940 | 0.3544 | 0.7940 | 0.8911 |
316
- | 0.2671 | 40.7692 | 530 | 0.7956 | 0.3544 | 0.7956 | 0.8920 |
317
- | 0.2671 | 40.9231 | 532 | 0.7815 | 0.3544 | 0.7815 | 0.8841 |
318
- | 0.2671 | 41.0769 | 534 | 0.7441 | 0.2449 | 0.7441 | 0.8626 |
319
- | 0.2671 | 41.2308 | 536 | 0.7279 | 0.2535 | 0.7279 | 0.8531 |
320
- | 0.2671 | 41.3846 | 538 | 0.7209 | 0.1627 | 0.7209 | 0.8491 |
321
- | 0.2671 | 41.5385 | 540 | 0.7176 | 0.1919 | 0.7176 | 0.8471 |
322
- | 0.2671 | 41.6923 | 542 | 0.7150 | 0.1289 | 0.7150 | 0.8456 |
323
- | 0.2671 | 41.8462 | 544 | 0.7161 | 0.1603 | 0.7161 | 0.8462 |
324
- | 0.2671 | 42.0 | 546 | 0.7345 | 0.2590 | 0.7345 | 0.8570 |
325
- | 0.2671 | 42.1538 | 548 | 0.7602 | 0.3399 | 0.7602 | 0.8719 |
326
- | 0.2671 | 42.3077 | 550 | 0.7826 | 0.2904 | 0.7826 | 0.8846 |
327
- | 0.2671 | 42.4615 | 552 | 0.7865 | 0.3032 | 0.7865 | 0.8869 |
328
- | 0.2671 | 42.6154 | 554 | 0.7694 | 0.3127 | 0.7694 | 0.8771 |
329
- | 0.2671 | 42.7692 | 556 | 0.7531 | 0.2294 | 0.7531 | 0.8678 |
330
- | 0.2671 | 42.9231 | 558 | 0.7501 | 0.0975 | 0.7501 | 0.8661 |
331
- | 0.2671 | 43.0769 | 560 | 0.7554 | 0.0977 | 0.7554 | 0.8691 |
332
- | 0.2671 | 43.2308 | 562 | 0.7524 | 0.1638 | 0.7524 | 0.8674 |
333
- | 0.2671 | 43.3846 | 564 | 0.7440 | 0.1603 | 0.7440 | 0.8626 |
334
- | 0.2671 | 43.5385 | 566 | 0.7321 | 0.2004 | 0.7321 | 0.8556 |
335
- | 0.2671 | 43.6923 | 568 | 0.7247 | 0.2004 | 0.7247 | 0.8513 |
336
- | 0.2671 | 43.8462 | 570 | 0.7272 | 0.1613 | 0.7272 | 0.8527 |
337
- | 0.2671 | 44.0 | 572 | 0.7258 | 0.1953 | 0.7258 | 0.8519 |
338
- | 0.2671 | 44.1538 | 574 | 0.7243 | 0.2621 | 0.7243 | 0.8511 |
339
- | 0.2671 | 44.3077 | 576 | 0.7180 | 0.2294 | 0.7180 | 0.8474 |
340
- | 0.2671 | 44.4615 | 578 | 0.7084 | 0.2023 | 0.7084 | 0.8417 |
341
- | 0.2671 | 44.6154 | 580 | 0.6991 | 0.0790 | 0.6991 | 0.8361 |
342
- | 0.2671 | 44.7692 | 582 | 0.6968 | 0.0827 | 0.6968 | 0.8347 |
343
- | 0.2671 | 44.9231 | 584 | 0.6938 | 0.0790 | 0.6938 | 0.8329 |
344
- | 0.2671 | 45.0769 | 586 | 0.6886 | 0.1132 | 0.6886 | 0.8298 |
345
- | 0.2671 | 45.2308 | 588 | 0.6872 | 0.1733 | 0.6872 | 0.8290 |
346
- | 0.2671 | 45.3846 | 590 | 0.6844 | 0.1733 | 0.6844 | 0.8273 |
347
- | 0.2671 | 45.5385 | 592 | 0.6766 | 0.1733 | 0.6766 | 0.8225 |
348
- | 0.2671 | 45.6923 | 594 | 0.6718 | 0.1834 | 0.6718 | 0.8196 |
349
- | 0.2671 | 45.8462 | 596 | 0.6729 | 0.1834 | 0.6729 | 0.8203 |
350
- | 0.2671 | 46.0 | 598 | 0.6710 | 0.2148 | 0.6710 | 0.8191 |
351
- | 0.2671 | 46.1538 | 600 | 0.6697 | 0.1733 | 0.6697 | 0.8184 |
352
- | 0.2671 | 46.3077 | 602 | 0.6720 | 0.2715 | 0.6720 | 0.8197 |
353
- | 0.2671 | 46.4615 | 604 | 0.6703 | 0.2936 | 0.6703 | 0.8187 |
354
- | 0.2671 | 46.6154 | 606 | 0.6651 | 0.2334 | 0.6651 | 0.8155 |
355
- | 0.2671 | 46.7692 | 608 | 0.6623 | 0.2334 | 0.6623 | 0.8138 |
356
- | 0.2671 | 46.9231 | 610 | 0.6603 | 0.2715 | 0.6603 | 0.8126 |
357
- | 0.2671 | 47.0769 | 612 | 0.6625 | 0.2715 | 0.6625 | 0.8140 |
358
- | 0.2671 | 47.2308 | 614 | 0.6700 | 0.2715 | 0.6700 | 0.8185 |
359
- | 0.2671 | 47.3846 | 616 | 0.6842 | 0.2715 | 0.6842 | 0.8271 |
360
- | 0.2671 | 47.5385 | 618 | 0.6943 | 0.2684 | 0.6943 | 0.8332 |
361
- | 0.2671 | 47.6923 | 620 | 0.6985 | 0.2748 | 0.6985 | 0.8358 |
362
- | 0.2671 | 47.8462 | 622 | 0.7008 | 0.2419 | 0.7008 | 0.8371 |
363
- | 0.2671 | 48.0 | 624 | 0.7035 | 0.1424 | 0.7035 | 0.8388 |
364
- | 0.2671 | 48.1538 | 626 | 0.7066 | 0.1132 | 0.7066 | 0.8406 |
365
- | 0.2671 | 48.3077 | 628 | 0.7127 | 0.1132 | 0.7127 | 0.8442 |
366
- | 0.2671 | 48.4615 | 630 | 0.7181 | 0.1608 | 0.7181 | 0.8474 |
367
- | 0.2671 | 48.6154 | 632 | 0.7203 | 0.1132 | 0.7203 | 0.8487 |
368
- | 0.2671 | 48.7692 | 634 | 0.7224 | 0.1132 | 0.7224 | 0.8499 |
369
- | 0.2671 | 48.9231 | 636 | 0.7289 | 0.2038 | 0.7289 | 0.8538 |
370
- | 0.2671 | 49.0769 | 638 | 0.7561 | 0.2502 | 0.7561 | 0.8695 |
371
- | 0.2671 | 49.2308 | 640 | 0.7803 | 0.3544 | 0.7803 | 0.8833 |
372
- | 0.2671 | 49.3846 | 642 | 0.7726 | 0.3425 | 0.7726 | 0.8790 |
373
- | 0.2671 | 49.5385 | 644 | 0.7523 | 0.2215 | 0.7523 | 0.8674 |
374
- | 0.2671 | 49.6923 | 646 | 0.7363 | 0.1603 | 0.7363 | 0.8581 |
375
- | 0.2671 | 49.8462 | 648 | 0.7338 | 0.0646 | 0.7338 | 0.8566 |
376
- | 0.2671 | 50.0 | 650 | 0.7338 | 0.1051 | 0.7338 | 0.8566 |
377
- | 0.2671 | 50.1538 | 652 | 0.7365 | 0.1092 | 0.7365 | 0.8582 |
378
- | 0.2671 | 50.3077 | 654 | 0.7381 | 0.1051 | 0.7381 | 0.8591 |
379
- | 0.2671 | 50.4615 | 656 | 0.7385 | 0.0977 | 0.7385 | 0.8593 |
380
 
381
 
382
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5006
19
+ - Qwk: 0.6047
20
+ - Mse: 0.5006
21
+ - Rmse: 0.7075
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1818 | 2 | 2.6360 | -0.0407 | 2.6360 | 1.6236 |
53
+ | No log | 0.3636 | 4 | 1.2185 | 0.0452 | 1.2185 | 1.1039 |
54
+ | No log | 0.5455 | 6 | 1.0373 | -0.1794 | 1.0373 | 1.0185 |
55
+ | No log | 0.7273 | 8 | 0.9791 | 0.2308 | 0.9791 | 0.9895 |
56
+ | No log | 0.9091 | 10 | 0.9686 | 0.2504 | 0.9686 | 0.9842 |
57
+ | No log | 1.0909 | 12 | 0.8944 | 0.3287 | 0.8944 | 0.9457 |
58
+ | No log | 1.2727 | 14 | 0.7143 | 0.1863 | 0.7143 | 0.8452 |
59
+ | No log | 1.4545 | 16 | 0.7191 | 0.2336 | 0.7191 | 0.8480 |
60
+ | No log | 1.6364 | 18 | 0.6933 | 0.1236 | 0.6933 | 0.8327 |
61
+ | No log | 1.8182 | 20 | 0.6791 | 0.1714 | 0.6791 | 0.8241 |
62
+ | No log | 2.0 | 22 | 0.6459 | 0.1604 | 0.6459 | 0.8037 |
63
+ | No log | 2.1818 | 24 | 0.6473 | 0.2606 | 0.6473 | 0.8046 |
64
+ | No log | 2.3636 | 26 | 0.6317 | 0.1790 | 0.6317 | 0.7948 |
65
+ | No log | 2.5455 | 28 | 0.6864 | 0.3444 | 0.6864 | 0.8285 |
66
+ | No log | 2.7273 | 30 | 0.6237 | 0.1846 | 0.6237 | 0.7898 |
67
+ | No log | 2.9091 | 32 | 0.6281 | 0.0851 | 0.6281 | 0.7926 |
68
+ | No log | 3.0909 | 34 | 0.6602 | 0.1315 | 0.6602 | 0.8125 |
69
+ | No log | 3.2727 | 36 | 0.7127 | 0.2132 | 0.7127 | 0.8442 |
70
+ | No log | 3.4545 | 38 | 0.6755 | 0.1228 | 0.6755 | 0.8219 |
71
+ | No log | 3.6364 | 40 | 0.7181 | 0.3712 | 0.7181 | 0.8474 |
72
+ | No log | 3.8182 | 42 | 0.7303 | 0.4089 | 0.7303 | 0.8546 |
73
+ | No log | 4.0 | 44 | 0.6749 | 0.3577 | 0.6749 | 0.8215 |
74
+ | No log | 4.1818 | 46 | 0.7437 | 0.2821 | 0.7437 | 0.8624 |
75
+ | No log | 4.3636 | 48 | 0.6926 | 0.4427 | 0.6926 | 0.8322 |
76
+ | No log | 4.5455 | 50 | 0.6712 | 0.5214 | 0.6712 | 0.8193 |
77
+ | No log | 4.7273 | 52 | 0.6405 | 0.5307 | 0.6405 | 0.8003 |
78
+ | No log | 4.9091 | 54 | 0.6685 | 0.4868 | 0.6685 | 0.8176 |
79
+ | No log | 5.0909 | 56 | 0.6710 | 0.4652 | 0.6710 | 0.8192 |
80
+ | No log | 5.2727 | 58 | 0.5818 | 0.4586 | 0.5818 | 0.7628 |
81
+ | No log | 5.4545 | 60 | 0.5943 | 0.5353 | 0.5943 | 0.7709 |
82
+ | No log | 5.6364 | 62 | 0.5756 | 0.5257 | 0.5756 | 0.7587 |
83
+ | No log | 5.8182 | 64 | 0.5802 | 0.6047 | 0.5802 | 0.7617 |
84
+ | No log | 6.0 | 66 | 0.7106 | 0.5003 | 0.7106 | 0.8430 |
85
+ | No log | 6.1818 | 68 | 0.6030 | 0.6047 | 0.6030 | 0.7765 |
86
+ | No log | 6.3636 | 70 | 0.5621 | 0.5886 | 0.5621 | 0.7497 |
87
+ | No log | 6.5455 | 72 | 0.6281 | 0.4929 | 0.6281 | 0.7925 |
88
+ | No log | 6.7273 | 74 | 0.5759 | 0.5237 | 0.5759 | 0.7589 |
89
+ | No log | 6.9091 | 76 | 0.5383 | 0.5344 | 0.5383 | 0.7337 |
90
+ | No log | 7.0909 | 78 | 0.5468 | 0.4591 | 0.5468 | 0.7395 |
91
+ | No log | 7.2727 | 80 | 0.6714 | 0.4387 | 0.6714 | 0.8194 |
92
+ | No log | 7.4545 | 82 | 0.8497 | 0.3782 | 0.8497 | 0.9218 |
93
+ | No log | 7.6364 | 84 | 0.7389 | 0.3770 | 0.7389 | 0.8596 |
94
+ | No log | 7.8182 | 86 | 0.6319 | 0.3200 | 0.6319 | 0.7949 |
95
+ | No log | 8.0 | 88 | 0.7636 | 0.3502 | 0.7636 | 0.8738 |
96
+ | No log | 8.1818 | 90 | 0.9027 | 0.2129 | 0.9027 | 0.9501 |
97
+ | No log | 8.3636 | 92 | 0.7837 | 0.3300 | 0.7837 | 0.8853 |
98
+ | No log | 8.5455 | 94 | 0.6158 | 0.5046 | 0.6158 | 0.7847 |
99
+ | No log | 8.7273 | 96 | 0.5774 | 0.5050 | 0.5774 | 0.7599 |
100
+ | No log | 8.9091 | 98 | 0.5758 | 0.4467 | 0.5758 | 0.7588 |
101
+ | No log | 9.0909 | 100 | 0.5704 | 0.5195 | 0.5704 | 0.7552 |
102
+ | No log | 9.2727 | 102 | 0.6124 | 0.4367 | 0.6124 | 0.7825 |
103
+ | No log | 9.4545 | 104 | 0.5921 | 0.5305 | 0.5921 | 0.7695 |
104
+ | No log | 9.6364 | 106 | 0.6895 | 0.4409 | 0.6895 | 0.8304 |
105
+ | No log | 9.8182 | 108 | 0.8788 | 0.3650 | 0.8788 | 0.9374 |
106
+ | No log | 10.0 | 110 | 0.8465 | 0.4096 | 0.8465 | 0.9200 |
107
+ | No log | 10.1818 | 112 | 0.7042 | 0.4880 | 0.7042 | 0.8392 |
108
+ | No log | 10.3636 | 114 | 0.5581 | 0.4287 | 0.5581 | 0.7471 |
109
+ | No log | 10.5455 | 116 | 0.7879 | 0.4413 | 0.7880 | 0.8877 |
110
+ | No log | 10.7273 | 118 | 1.0301 | 0.3735 | 1.0301 | 1.0149 |
111
+ | No log | 10.9091 | 120 | 0.8990 | 0.4321 | 0.8990 | 0.9482 |
112
+ | No log | 11.0909 | 122 | 0.6377 | 0.5266 | 0.6377 | 0.7986 |
113
+ | No log | 11.2727 | 124 | 0.5458 | 0.5678 | 0.5458 | 0.7388 |
114
+ | No log | 11.4545 | 126 | 0.5238 | 0.5357 | 0.5238 | 0.7237 |
115
+ | No log | 11.6364 | 128 | 0.5179 | 0.4820 | 0.5179 | 0.7197 |
116
+ | No log | 11.8182 | 130 | 0.5157 | 0.5252 | 0.5157 | 0.7181 |
117
+ | No log | 12.0 | 132 | 0.5475 | 0.4889 | 0.5475 | 0.7399 |
118
+ | No log | 12.1818 | 134 | 0.6415 | 0.4667 | 0.6415 | 0.8009 |
119
+ | No log | 12.3636 | 136 | 0.6550 | 0.4468 | 0.6550 | 0.8093 |
120
+ | No log | 12.5455 | 138 | 0.5593 | 0.5543 | 0.5593 | 0.7479 |
121
+ | No log | 12.7273 | 140 | 0.5480 | 0.5831 | 0.5480 | 0.7403 |
122
+ | No log | 12.9091 | 142 | 0.5848 | 0.4655 | 0.5848 | 0.7647 |
123
+ | No log | 13.0909 | 144 | 0.5451 | 0.5177 | 0.5451 | 0.7383 |
124
+ | No log | 13.2727 | 146 | 0.5634 | 0.5086 | 0.5634 | 0.7506 |
125
+ | No log | 13.4545 | 148 | 0.6057 | 0.4665 | 0.6057 | 0.7783 |
126
+ | No log | 13.6364 | 150 | 0.5549 | 0.5149 | 0.5549 | 0.7449 |
127
+ | No log | 13.8182 | 152 | 0.4969 | 0.5141 | 0.4969 | 0.7049 |
128
+ | No log | 14.0 | 154 | 0.4930 | 0.5379 | 0.4930 | 0.7021 |
129
+ | No log | 14.1818 | 156 | 0.5260 | 0.5560 | 0.5260 | 0.7253 |
130
+ | No log | 14.3636 | 158 | 0.5615 | 0.5379 | 0.5615 | 0.7493 |
131
+ | No log | 14.5455 | 160 | 0.5514 | 0.5206 | 0.5514 | 0.7426 |
132
+ | No log | 14.7273 | 162 | 0.4928 | 0.6431 | 0.4928 | 0.7020 |
133
+ | No log | 14.9091 | 164 | 0.4960 | 0.6105 | 0.4960 | 0.7043 |
134
+ | No log | 15.0909 | 166 | 0.5193 | 0.6402 | 0.5193 | 0.7206 |
135
+ | No log | 15.2727 | 168 | 0.5004 | 0.5915 | 0.5004 | 0.7074 |
136
+ | No log | 15.4545 | 170 | 0.4859 | 0.6092 | 0.4859 | 0.6971 |
137
+ | No log | 15.6364 | 172 | 0.4882 | 0.5888 | 0.4882 | 0.6987 |
138
+ | No log | 15.8182 | 174 | 0.4894 | 0.5753 | 0.4894 | 0.6996 |
139
+ | No log | 16.0 | 176 | 0.4835 | 0.5753 | 0.4835 | 0.6954 |
140
+ | No log | 16.1818 | 178 | 0.4823 | 0.5846 | 0.4823 | 0.6945 |
141
+ | No log | 16.3636 | 180 | 0.4799 | 0.5609 | 0.4799 | 0.6928 |
142
+ | No log | 16.5455 | 182 | 0.5200 | 0.5560 | 0.5200 | 0.7211 |
143
+ | No log | 16.7273 | 184 | 0.5423 | 0.5770 | 0.5423 | 0.7364 |
144
+ | No log | 16.9091 | 186 | 0.4965 | 0.5951 | 0.4965 | 0.7046 |
145
+ | No log | 17.0909 | 188 | 0.5737 | 0.5078 | 0.5737 | 0.7575 |
146
+ | No log | 17.2727 | 190 | 0.5880 | 0.4868 | 0.5880 | 0.7668 |
147
+ | No log | 17.4545 | 192 | 0.5273 | 0.5340 | 0.5273 | 0.7262 |
148
+ | No log | 17.6364 | 194 | 0.5357 | 0.5816 | 0.5357 | 0.7319 |
149
+ | No log | 17.8182 | 196 | 0.5220 | 0.5816 | 0.5220 | 0.7225 |
150
+ | No log | 18.0 | 198 | 0.5261 | 0.5677 | 0.5261 | 0.7253 |
151
+ | No log | 18.1818 | 200 | 0.5244 | 0.5951 | 0.5244 | 0.7242 |
152
+ | No log | 18.3636 | 202 | 0.5330 | 0.5201 | 0.5330 | 0.7301 |
153
+ | No log | 18.5455 | 204 | 0.5743 | 0.4883 | 0.5743 | 0.7578 |
154
+ | No log | 18.7273 | 206 | 0.5525 | 0.5201 | 0.5525 | 0.7433 |
155
+ | No log | 18.9091 | 208 | 0.5443 | 0.5722 | 0.5443 | 0.7378 |
156
+ | No log | 19.0909 | 210 | 0.7823 | 0.4511 | 0.7823 | 0.8845 |
157
+ | No log | 19.2727 | 212 | 1.0550 | 0.2574 | 1.0550 | 1.0271 |
158
+ | No log | 19.4545 | 214 | 0.9781 | 0.2553 | 0.9781 | 0.9890 |
159
+ | No log | 19.6364 | 216 | 0.6901 | 0.5900 | 0.6901 | 0.8307 |
160
+ | No log | 19.8182 | 218 | 0.5646 | 0.5570 | 0.5646 | 0.7514 |
161
+ | No log | 20.0 | 220 | 0.5445 | 0.6136 | 0.5445 | 0.7379 |
162
+ | No log | 20.1818 | 222 | 0.5503 | 0.6130 | 0.5503 | 0.7418 |
163
+ | No log | 20.3636 | 224 | 0.6097 | 0.5368 | 0.6097 | 0.7808 |
164
+ | No log | 20.5455 | 226 | 0.6170 | 0.5368 | 0.6170 | 0.7855 |
165
+ | No log | 20.7273 | 228 | 0.5449 | 0.5890 | 0.5449 | 0.7381 |
166
+ | No log | 20.9091 | 230 | 0.5325 | 0.5201 | 0.5325 | 0.7297 |
167
+ | No log | 21.0909 | 232 | 0.5598 | 0.4864 | 0.5598 | 0.7482 |
168
+ | No log | 21.2727 | 234 | 0.5469 | 0.4644 | 0.5469 | 0.7396 |
169
+ | No log | 21.4545 | 236 | 0.5037 | 0.5846 | 0.5037 | 0.7097 |
170
+ | No log | 21.6364 | 238 | 0.5139 | 0.6589 | 0.5139 | 0.7169 |
171
+ | No log | 21.8182 | 240 | 0.5082 | 0.5918 | 0.5082 | 0.7129 |
172
+ | No log | 22.0 | 242 | 0.4891 | 0.6269 | 0.4891 | 0.6994 |
173
+ | No log | 22.1818 | 244 | 0.4876 | 0.5846 | 0.4876 | 0.6983 |
174
+ | No log | 22.3636 | 246 | 0.4948 | 0.5985 | 0.4948 | 0.7034 |
175
+ | No log | 22.5455 | 248 | 0.4811 | 0.6114 | 0.4811 | 0.6936 |
176
+ | No log | 22.7273 | 250 | 0.4686 | 0.6114 | 0.4686 | 0.6846 |
177
+ | No log | 22.9091 | 252 | 0.4536 | 0.6339 | 0.4536 | 0.6735 |
178
+ | No log | 23.0909 | 254 | 0.4942 | 0.5485 | 0.4942 | 0.7030 |
179
+ | No log | 23.2727 | 256 | 0.5568 | 0.5712 | 0.5568 | 0.7462 |
180
+ | No log | 23.4545 | 258 | 0.5140 | 0.5601 | 0.5140 | 0.7169 |
181
+ | No log | 23.6364 | 260 | 0.4916 | 0.5528 | 0.4916 | 0.7011 |
182
+ | No log | 23.8182 | 262 | 0.4750 | 0.5411 | 0.4750 | 0.6892 |
183
+ | No log | 24.0 | 264 | 0.4568 | 0.5738 | 0.4568 | 0.6759 |
184
+ | No log | 24.1818 | 266 | 0.4569 | 0.6759 | 0.4569 | 0.6760 |
185
+ | No log | 24.3636 | 268 | 0.4649 | 0.6957 | 0.4649 | 0.6819 |
186
+ | No log | 24.5455 | 270 | 0.4649 | 0.6254 | 0.4649 | 0.6818 |
187
+ | No log | 24.7273 | 272 | 0.5394 | 0.5211 | 0.5394 | 0.7345 |
188
+ | No log | 24.9091 | 274 | 0.6205 | 0.5101 | 0.6205 | 0.7877 |
189
+ | No log | 25.0909 | 276 | 0.5808 | 0.5045 | 0.5808 | 0.7621 |
190
+ | No log | 25.2727 | 278 | 0.5127 | 0.5379 | 0.5127 | 0.7160 |
191
+ | No log | 25.4545 | 280 | 0.5111 | 0.6170 | 0.5111 | 0.7149 |
192
+ | No log | 25.6364 | 282 | 0.5252 | 0.6389 | 0.5252 | 0.7247 |
193
+ | No log | 25.8182 | 284 | 0.5152 | 0.5993 | 0.5152 | 0.7178 |
194
+ | No log | 26.0 | 286 | 0.5191 | 0.5988 | 0.5191 | 0.7205 |
195
+ | No log | 26.1818 | 288 | 0.5367 | 0.5388 | 0.5367 | 0.7326 |
196
+ | No log | 26.3636 | 290 | 0.5342 | 0.5473 | 0.5342 | 0.7309 |
197
+ | No log | 26.5455 | 292 | 0.5018 | 0.6650 | 0.5018 | 0.7084 |
198
+ | No log | 26.7273 | 294 | 0.5119 | 0.5915 | 0.5119 | 0.7155 |
199
+ | No log | 26.9091 | 296 | 0.5320 | 0.6210 | 0.5320 | 0.7294 |
200
+ | No log | 27.0909 | 298 | 0.5076 | 0.6295 | 0.5076 | 0.7125 |
201
+ | No log | 27.2727 | 300 | 0.4898 | 0.5846 | 0.4898 | 0.6999 |
202
+ | No log | 27.4545 | 302 | 0.5022 | 0.4985 | 0.5022 | 0.7087 |
203
+ | No log | 27.6364 | 304 | 0.5641 | 0.4854 | 0.5641 | 0.7511 |
204
+ | No log | 27.8182 | 306 | 0.5813 | 0.5081 | 0.5813 | 0.7624 |
205
+ | No log | 28.0 | 308 | 0.5264 | 0.5034 | 0.5264 | 0.7255 |
206
+ | No log | 28.1818 | 310 | 0.4979 | 0.5053 | 0.4979 | 0.7056 |
207
+ | No log | 28.3636 | 312 | 0.4911 | 0.5071 | 0.4911 | 0.7008 |
208
+ | No log | 28.5455 | 314 | 0.4952 | 0.5517 | 0.4952 | 0.7037 |
209
+ | No log | 28.7273 | 316 | 0.4961 | 0.6254 | 0.4961 | 0.7044 |
210
+ | No log | 28.9091 | 318 | 0.5042 | 0.6761 | 0.5042 | 0.7101 |
211
+ | No log | 29.0909 | 320 | 0.5105 | 0.6389 | 0.5105 | 0.7145 |
212
+ | No log | 29.2727 | 322 | 0.4972 | 0.5993 | 0.4972 | 0.7051 |
213
+ | No log | 29.4545 | 324 | 0.5008 | 0.5289 | 0.5008 | 0.7077 |
214
+ | No log | 29.6364 | 326 | 0.5384 | 0.5015 | 0.5384 | 0.7338 |
215
+ | No log | 29.8182 | 328 | 0.5413 | 0.5254 | 0.5413 | 0.7357 |
216
+ | No log | 30.0 | 330 | 0.5204 | 0.5184 | 0.5204 | 0.7214 |
217
+ | No log | 30.1818 | 332 | 0.5001 | 0.5053 | 0.5001 | 0.7072 |
218
+ | No log | 30.3636 | 334 | 0.4962 | 0.5053 | 0.4962 | 0.7044 |
219
+ | No log | 30.5455 | 336 | 0.4946 | 0.5053 | 0.4946 | 0.7033 |
220
+ | No log | 30.7273 | 338 | 0.4978 | 0.5053 | 0.4978 | 0.7055 |
221
+ | No log | 30.9091 | 340 | 0.4833 | 0.5912 | 0.4833 | 0.6952 |
222
+ | No log | 31.0909 | 342 | 0.4858 | 0.6242 | 0.4858 | 0.6970 |
223
+ | No log | 31.2727 | 344 | 0.4883 | 0.6024 | 0.4883 | 0.6988 |
224
+ | No log | 31.4545 | 346 | 0.4826 | 0.6317 | 0.4826 | 0.6947 |
225
+ | No log | 31.6364 | 348 | 0.4861 | 0.5897 | 0.4861 | 0.6972 |
226
+ | No log | 31.8182 | 350 | 0.4912 | 0.5671 | 0.4912 | 0.7009 |
227
+ | No log | 32.0 | 352 | 0.4971 | 0.5671 | 0.4971 | 0.7051 |
228
+ | No log | 32.1818 | 354 | 0.4869 | 0.5897 | 0.4869 | 0.6978 |
229
+ | No log | 32.3636 | 356 | 0.4843 | 0.5897 | 0.4843 | 0.6959 |
230
+ | No log | 32.5455 | 358 | 0.4818 | 0.5703 | 0.4818 | 0.6941 |
231
+ | No log | 32.7273 | 360 | 0.4823 | 0.6046 | 0.4823 | 0.6945 |
232
+ | No log | 32.9091 | 362 | 0.4851 | 0.6052 | 0.4851 | 0.6965 |
233
+ | No log | 33.0909 | 364 | 0.4668 | 0.6254 | 0.4668 | 0.6832 |
234
+ | No log | 33.2727 | 366 | 0.4629 | 0.6364 | 0.4629 | 0.6804 |
235
+ | No log | 33.4545 | 368 | 0.4644 | 0.6060 | 0.4644 | 0.6814 |
236
+ | No log | 33.6364 | 370 | 0.4686 | 0.5926 | 0.4686 | 0.6845 |
237
+ | No log | 33.8182 | 372 | 0.4610 | 0.6426 | 0.4610 | 0.6790 |
238
+ | No log | 34.0 | 374 | 0.4528 | 0.7227 | 0.4528 | 0.6729 |
239
+ | No log | 34.1818 | 376 | 0.4584 | 0.6503 | 0.4584 | 0.6771 |
240
+ | No log | 34.3636 | 378 | 0.4860 | 0.6620 | 0.4860 | 0.6971 |
241
+ | No log | 34.5455 | 380 | 0.5457 | 0.5650 | 0.5457 | 0.7387 |
242
+ | No log | 34.7273 | 382 | 0.5202 | 0.5650 | 0.5202 | 0.7212 |
243
+ | No log | 34.9091 | 384 | 0.4508 | 0.7052 | 0.4508 | 0.6714 |
244
+ | No log | 35.0909 | 386 | 0.4464 | 0.6730 | 0.4464 | 0.6681 |
245
+ | No log | 35.2727 | 388 | 0.4704 | 0.5872 | 0.4704 | 0.6859 |
246
+ | No log | 35.4545 | 390 | 0.4665 | 0.5872 | 0.4665 | 0.6830 |
247
+ | No log | 35.6364 | 392 | 0.4352 | 0.6750 | 0.4352 | 0.6597 |
248
+ | No log | 35.8182 | 394 | 0.4531 | 0.6960 | 0.4531 | 0.6731 |
249
+ | No log | 36.0 | 396 | 0.4783 | 0.6127 | 0.4783 | 0.6916 |
250
+ | No log | 36.1818 | 398 | 0.4679 | 0.6960 | 0.4679 | 0.6840 |
251
+ | No log | 36.3636 | 400 | 0.4460 | 0.6762 | 0.4460 | 0.6678 |
252
+ | No log | 36.5455 | 402 | 0.4476 | 0.6750 | 0.4476 | 0.6690 |
253
+ | No log | 36.7273 | 404 | 0.4735 | 0.5741 | 0.4735 | 0.6881 |
254
+ | No log | 36.9091 | 406 | 0.5095 | 0.5442 | 0.5095 | 0.7138 |
255
+ | No log | 37.0909 | 408 | 0.4855 | 0.5485 | 0.4855 | 0.6968 |
256
+ | No log | 37.2727 | 410 | 0.4613 | 0.6317 | 0.4613 | 0.6792 |
257
+ | No log | 37.4545 | 412 | 0.4620 | 0.6228 | 0.4620 | 0.6797 |
258
+ | No log | 37.6364 | 414 | 0.4703 | 0.6096 | 0.4703 | 0.6858 |
259
+ | No log | 37.8182 | 416 | 0.4796 | 0.5593 | 0.4796 | 0.6925 |
260
+ | No log | 38.0 | 418 | 0.4905 | 0.5593 | 0.4905 | 0.7004 |
261
+ | No log | 38.1818 | 420 | 0.5137 | 0.4883 | 0.5137 | 0.7168 |
262
+ | No log | 38.3636 | 422 | 0.5088 | 0.5362 | 0.5088 | 0.7133 |
263
+ | No log | 38.5455 | 424 | 0.4944 | 0.5362 | 0.4944 | 0.7031 |
264
+ | No log | 38.7273 | 426 | 0.4942 | 0.5362 | 0.4942 | 0.7030 |
265
+ | No log | 38.9091 | 428 | 0.4983 | 0.5362 | 0.4983 | 0.7059 |
266
+ | No log | 39.0909 | 430 | 0.4913 | 0.5362 | 0.4913 | 0.7009 |
267
+ | No log | 39.2727 | 432 | 0.4809 | 0.5289 | 0.4809 | 0.6935 |
268
+ | No log | 39.4545 | 434 | 0.4780 | 0.6242 | 0.4780 | 0.6914 |
269
+ | No log | 39.6364 | 436 | 0.4783 | 0.6024 | 0.4783 | 0.6916 |
270
+ | No log | 39.8182 | 438 | 0.4726 | 0.5648 | 0.4726 | 0.6875 |
271
+ | No log | 40.0 | 440 | 0.4751 | 0.5455 | 0.4751 | 0.6893 |
272
+ | No log | 40.1818 | 442 | 0.4877 | 0.5362 | 0.4877 | 0.6983 |
273
+ | No log | 40.3636 | 444 | 0.4895 | 0.5272 | 0.4895 | 0.6996 |
274
+ | No log | 40.5455 | 446 | 0.4698 | 0.5289 | 0.4698 | 0.6854 |
275
+ | No log | 40.7273 | 448 | 0.4597 | 0.5800 | 0.4597 | 0.6780 |
276
+ | No log | 40.9091 | 450 | 0.4656 | 0.5800 | 0.4656 | 0.6823 |
277
+ | No log | 41.0909 | 452 | 0.4791 | 0.5784 | 0.4791 | 0.6922 |
278
+ | No log | 41.2727 | 454 | 0.4835 | 0.5687 | 0.4835 | 0.6953 |
279
+ | No log | 41.4545 | 456 | 0.4833 | 0.5687 | 0.4833 | 0.6952 |
280
+ | No log | 41.6364 | 458 | 0.4885 | 0.4819 | 0.4885 | 0.6989 |
281
+ | No log | 41.8182 | 460 | 0.4752 | 0.5050 | 0.4752 | 0.6894 |
282
+ | No log | 42.0 | 462 | 0.4484 | 0.6351 | 0.4484 | 0.6697 |
283
+ | No log | 42.1818 | 464 | 0.4588 | 0.7062 | 0.4588 | 0.6774 |
284
+ | No log | 42.3636 | 466 | 0.5113 | 0.6431 | 0.5113 | 0.7151 |
285
+ | No log | 42.5455 | 468 | 0.5402 | 0.5957 | 0.5402 | 0.7350 |
286
+ | No log | 42.7273 | 470 | 0.5168 | 0.6169 | 0.5168 | 0.7189 |
287
+ | No log | 42.9091 | 472 | 0.4757 | 0.6431 | 0.4757 | 0.6897 |
288
+ | No log | 43.0909 | 474 | 0.4523 | 0.6566 | 0.4523 | 0.6725 |
289
+ | No log | 43.2727 | 476 | 0.4600 | 0.6242 | 0.4600 | 0.6782 |
290
+ | No log | 43.4545 | 478 | 0.4682 | 0.5567 | 0.4682 | 0.6842 |
291
+ | No log | 43.6364 | 480 | 0.4773 | 0.5567 | 0.4773 | 0.6909 |
292
+ | No log | 43.8182 | 482 | 0.4896 | 0.5428 | 0.4896 | 0.6997 |
293
+ | No log | 44.0 | 484 | 0.4973 | 0.5411 | 0.4973 | 0.7052 |
294
+ | No log | 44.1818 | 486 | 0.4849 | 0.5341 | 0.4849 | 0.6963 |
295
+ | No log | 44.3636 | 488 | 0.4767 | 0.5559 | 0.4767 | 0.6904 |
296
+ | No log | 44.5455 | 490 | 0.4671 | 0.6173 | 0.4671 | 0.6835 |
297
+ | No log | 44.7273 | 492 | 0.4652 | 0.6750 | 0.4652 | 0.6821 |
298
+ | No log | 44.9091 | 494 | 0.4726 | 0.6197 | 0.4726 | 0.6875 |
299
+ | No log | 45.0909 | 496 | 0.4872 | 0.6210 | 0.4872 | 0.6980 |
300
+ | No log | 45.2727 | 498 | 0.4927 | 0.6295 | 0.4927 | 0.7019 |
301
+ | 0.2524 | 45.4545 | 500 | 0.4746 | 0.6295 | 0.4746 | 0.6889 |
302
+ | 0.2524 | 45.6364 | 502 | 0.4617 | 0.5672 | 0.4617 | 0.6795 |
303
+ | 0.2524 | 45.8182 | 504 | 0.4655 | 0.5831 | 0.4655 | 0.6823 |
304
+ | 0.2524 | 46.0 | 506 | 0.4791 | 0.5517 | 0.4791 | 0.6922 |
305
+ | 0.2524 | 46.1818 | 508 | 0.4721 | 0.5831 | 0.4721 | 0.6871 |
306
+ | 0.2524 | 46.3636 | 510 | 0.4624 | 0.6439 | 0.4624 | 0.6800 |
307
+ | 0.2524 | 46.5455 | 512 | 0.4668 | 0.5956 | 0.4668 | 0.6832 |
308
+ | 0.2524 | 46.7273 | 514 | 0.4786 | 0.5687 | 0.4786 | 0.6918 |
309
+ | 0.2524 | 46.9091 | 516 | 0.4816 | 0.5687 | 0.4816 | 0.6940 |
310
+ | 0.2524 | 47.0909 | 518 | 0.4682 | 0.6170 | 0.4682 | 0.6843 |
311
+ | 0.2524 | 47.2727 | 520 | 0.4639 | 0.6643 | 0.4639 | 0.6811 |
312
+ | 0.2524 | 47.4545 | 522 | 0.4802 | 0.5404 | 0.4802 | 0.6930 |
313
+ | 0.2524 | 47.6364 | 524 | 0.4981 | 0.5745 | 0.4981 | 0.7058 |
314
+ | 0.2524 | 47.8182 | 526 | 0.4944 | 0.5447 | 0.4944 | 0.7032 |
315
+ | 0.2524 | 48.0 | 528 | 0.4742 | 0.6009 | 0.4742 | 0.6886 |
316
+ | 0.2524 | 48.1818 | 530 | 0.4697 | 0.6849 | 0.4697 | 0.6853 |
317
+ | 0.2524 | 48.3636 | 532 | 0.5063 | 0.5956 | 0.5063 | 0.7115 |
318
+ | 0.2524 | 48.5455 | 534 | 0.5577 | 0.6104 | 0.5577 | 0.7468 |
319
+ | 0.2524 | 48.7273 | 536 | 0.5682 | 0.5922 | 0.5682 | 0.7538 |
320
+ | 0.2524 | 48.9091 | 538 | 0.5429 | 0.5706 | 0.5429 | 0.7368 |
321
+ | 0.2524 | 49.0909 | 540 | 0.5006 | 0.6047 | 0.5006 | 0.7075 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
322
 
323
 
324
  ### Framework versions
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