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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization

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  1. README.md +293 -273
  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_run1_AugV5_k4_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_run1_AugV5_k4_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: 0.7461
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- - Qwk: 0.1608
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- - Mse: 0.7461
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- - Rmse: 0.8638
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  ## Model description
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@@ -49,273 +49,293 @@ 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 | 0.1053 | 2 | 2.5025 | -0.0924 | 2.5025 | 1.5819 |
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- | No log | 0.2105 | 4 | 1.2843 | 0.0355 | 1.2843 | 1.1333 |
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- | No log | 0.3158 | 6 | 1.1529 | -0.1458 | 1.1529 | 1.0737 |
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- | No log | 0.4211 | 8 | 0.9195 | 0.1487 | 0.9195 | 0.9589 |
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- | No log | 0.5263 | 10 | 0.8468 | 0.2439 | 0.8468 | 0.9202 |
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- | No log | 0.6316 | 12 | 0.6985 | 0.3105 | 0.6985 | 0.8357 |
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- | No log | 0.7368 | 14 | 0.7799 | 0.3271 | 0.7799 | 0.8831 |
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- | No log | 0.8421 | 16 | 0.9049 | 0.2728 | 0.9049 | 0.9513 |
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- | No log | 0.9474 | 18 | 1.0527 | 0.2846 | 1.0527 | 1.0260 |
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- | No log | 1.0526 | 20 | 1.3645 | 0.0785 | 1.3645 | 1.1681 |
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- | No log | 1.1579 | 22 | 0.9202 | 0.3310 | 0.9202 | 0.9593 |
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- | No log | 1.2632 | 24 | 0.8996 | 0.3425 | 0.8996 | 0.9485 |
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- | No log | 1.3684 | 26 | 1.2449 | 0.1702 | 1.2449 | 1.1157 |
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- | No log | 1.4737 | 28 | 1.7896 | 0.0 | 1.7896 | 1.3378 |
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- | No log | 1.5789 | 30 | 1.6069 | 0.0192 | 1.6069 | 1.2676 |
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- | No log | 1.6842 | 32 | 0.9635 | 0.1581 | 0.9635 | 0.9816 |
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- | No log | 1.7895 | 34 | 0.7674 | 0.2494 | 0.7674 | 0.8760 |
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- | No log | 1.8947 | 36 | 0.7430 | 0.2156 | 0.7430 | 0.8620 |
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- | No log | 2.0 | 38 | 0.7045 | 0.1770 | 0.7045 | 0.8393 |
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- | No log | 2.1053 | 40 | 0.7101 | 0.2156 | 0.7101 | 0.8427 |
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- | No log | 2.2105 | 42 | 0.6532 | 0.2817 | 0.6532 | 0.8082 |
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- | No log | 2.3158 | 44 | 0.7813 | 0.3131 | 0.7813 | 0.8839 |
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- | No log | 2.4211 | 46 | 1.0911 | 0.2230 | 1.0911 | 1.0446 |
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- | No log | 2.5263 | 48 | 1.1243 | 0.2214 | 1.1243 | 1.0603 |
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- | No log | 2.6316 | 50 | 0.8570 | 0.2875 | 0.8570 | 0.9257 |
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- | No log | 2.7368 | 52 | 0.6049 | 0.3728 | 0.6049 | 0.7777 |
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- | No log | 2.8421 | 54 | 0.8910 | 0.2482 | 0.8910 | 0.9439 |
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- | No log | 2.9474 | 56 | 0.9024 | 0.2552 | 0.9024 | 0.9500 |
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- | No log | 3.0526 | 58 | 0.6968 | 0.2950 | 0.6968 | 0.8348 |
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- | No log | 3.1579 | 60 | 0.7419 | 0.1770 | 0.7419 | 0.8613 |
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- | No log | 3.2632 | 62 | 0.8703 | 0.3090 | 0.8703 | 0.9329 |
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- | No log | 3.3684 | 64 | 0.7891 | 0.2494 | 0.7891 | 0.8883 |
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- | No log | 3.4737 | 66 | 0.6928 | 0.1365 | 0.6928 | 0.8323 |
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- | No log | 3.5789 | 68 | 0.6706 | 0.1277 | 0.6706 | 0.8189 |
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- | No log | 3.6842 | 70 | 0.6189 | 0.1674 | 0.6189 | 0.7867 |
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- | No log | 3.7895 | 72 | 0.6293 | 0.2449 | 0.6293 | 0.7933 |
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- | No log | 3.8947 | 74 | 0.6940 | 0.3455 | 0.6940 | 0.8331 |
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- | No log | 4.0 | 76 | 0.8411 | 0.3257 | 0.8411 | 0.9171 |
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- | No log | 4.1053 | 78 | 1.0337 | 0.1755 | 1.0337 | 1.0167 |
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- | No log | 4.2105 | 80 | 1.0039 | 0.1985 | 1.0039 | 1.0020 |
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- | No log | 4.3158 | 82 | 0.8088 | 0.4074 | 0.8088 | 0.8993 |
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- | No log | 4.4211 | 84 | 0.6308 | 0.3029 | 0.6308 | 0.7942 |
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- | No log | 4.5263 | 86 | 0.7257 | 0.3615 | 0.7257 | 0.8519 |
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- | No log | 4.6316 | 88 | 0.6902 | 0.3088 | 0.6902 | 0.8308 |
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- | No log | 4.7368 | 90 | 0.6442 | 0.3029 | 0.6442 | 0.8026 |
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- | No log | 4.8421 | 92 | 0.6896 | 0.3802 | 0.6896 | 0.8304 |
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- | No log | 4.9474 | 94 | 0.8180 | 0.4315 | 0.8180 | 0.9044 |
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- | No log | 5.0526 | 96 | 1.0190 | 0.1696 | 1.0190 | 1.0095 |
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- | No log | 5.1579 | 98 | 0.9577 | 0.2303 | 0.9577 | 0.9786 |
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- | No log | 5.2632 | 100 | 0.7313 | 0.4700 | 0.7313 | 0.8552 |
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- | No log | 5.3684 | 102 | 0.6902 | 0.3253 | 0.6902 | 0.8308 |
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- | No log | 5.4737 | 104 | 0.7577 | 0.2275 | 0.7577 | 0.8705 |
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- | No log | 5.5789 | 106 | 0.6900 | 0.3253 | 0.6900 | 0.8307 |
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- | No log | 5.6842 | 108 | 0.6736 | 0.3636 | 0.6736 | 0.8207 |
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- | No log | 5.7895 | 110 | 0.7909 | 0.4315 | 0.7909 | 0.8893 |
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- | No log | 5.8947 | 112 | 0.8830 | 0.3204 | 0.8830 | 0.9397 |
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- | No log | 6.0 | 114 | 0.8047 | 0.4258 | 0.8047 | 0.8971 |
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- | No log | 6.1053 | 116 | 0.6522 | 0.3608 | 0.6522 | 0.8076 |
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- | No log | 6.2105 | 118 | 0.7102 | 0.3099 | 0.7102 | 0.8427 |
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- | No log | 6.3158 | 120 | 0.7896 | 0.3105 | 0.7896 | 0.8886 |
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- | No log | 6.4211 | 122 | 0.7231 | 0.3972 | 0.7231 | 0.8503 |
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- | No log | 6.5263 | 124 | 0.6685 | 0.2121 | 0.6685 | 0.8176 |
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- | No log | 6.6316 | 126 | 0.7135 | 0.2817 | 0.7135 | 0.8447 |
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- | No log | 6.7368 | 128 | 0.7469 | 0.3169 | 0.7469 | 0.8642 |
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- | No log | 6.8421 | 130 | 0.6978 | 0.2748 | 0.6978 | 0.8353 |
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- | No log | 6.9474 | 132 | 0.7189 | 0.2319 | 0.7189 | 0.8479 |
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- | No log | 7.0526 | 134 | 0.7783 | 0.3234 | 0.7783 | 0.8822 |
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- | No log | 7.1579 | 136 | 0.7326 | 0.2440 | 0.7326 | 0.8559 |
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- | No log | 7.2632 | 138 | 0.7203 | 0.2813 | 0.7203 | 0.8487 |
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- | No log | 7.3684 | 140 | 0.7230 | 0.2979 | 0.7230 | 0.8503 |
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- | No log | 7.4737 | 142 | 0.8211 | 0.2926 | 0.8211 | 0.9061 |
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- | No log | 7.5789 | 144 | 0.8613 | 0.2955 | 0.8613 | 0.9281 |
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- | No log | 7.6842 | 146 | 0.7891 | 0.2743 | 0.7891 | 0.8883 |
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- | No log | 7.7895 | 148 | 0.7234 | 0.3072 | 0.7234 | 0.8505 |
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- | No log | 7.8947 | 150 | 0.7736 | 0.2409 | 0.7736 | 0.8796 |
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- | No log | 8.0 | 152 | 0.8311 | 0.2358 | 0.8311 | 0.9116 |
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- | No log | 8.1053 | 154 | 0.7748 | 0.2275 | 0.7748 | 0.8802 |
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- | No log | 8.2105 | 156 | 0.7099 | 0.2476 | 0.7099 | 0.8426 |
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- | No log | 8.3158 | 158 | 0.7957 | 0.3112 | 0.7957 | 0.8920 |
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- | No log | 8.4211 | 160 | 0.8740 | 0.1639 | 0.8740 | 0.9349 |
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- | No log | 8.5263 | 162 | 0.8274 | 0.2012 | 0.8274 | 0.9096 |
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- | No log | 8.6316 | 164 | 0.7366 | 0.3366 | 0.7366 | 0.8583 |
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- | No log | 8.7368 | 166 | 0.7483 | 0.3123 | 0.7483 | 0.8651 |
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- | No log | 8.8421 | 168 | 0.7332 | 0.2819 | 0.7332 | 0.8562 |
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- | No log | 8.9474 | 170 | 0.7325 | 0.2780 | 0.7325 | 0.8559 |
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- | No log | 9.0526 | 172 | 0.7463 | 0.2780 | 0.7463 | 0.8639 |
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- | No log | 9.1579 | 174 | 0.7728 | 0.2007 | 0.7728 | 0.8791 |
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- | No log | 9.2632 | 176 | 0.8039 | 0.1550 | 0.8039 | 0.8966 |
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- | No log | 9.3684 | 178 | 0.8164 | 0.1550 | 0.8164 | 0.9036 |
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- | No log | 9.4737 | 180 | 0.8753 | 0.1584 | 0.8753 | 0.9356 |
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- | No log | 9.5789 | 182 | 0.8930 | 0.1822 | 0.8930 | 0.9450 |
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- | No log | 9.6842 | 184 | 0.8275 | 0.1142 | 0.8275 | 0.9097 |
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- | No log | 9.7895 | 186 | 0.8193 | 0.2513 | 0.8193 | 0.9052 |
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- | No log | 9.8947 | 188 | 0.8400 | 0.2947 | 0.8400 | 0.9165 |
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- | No log | 10.0 | 190 | 0.8115 | 0.2987 | 0.8115 | 0.9008 |
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- | No log | 10.1053 | 192 | 0.8356 | 0.1636 | 0.8356 | 0.9141 |
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- | No log | 10.2105 | 194 | 0.8649 | 0.1766 | 0.8649 | 0.9300 |
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- | No log | 10.3158 | 196 | 0.8959 | 0.2632 | 0.8959 | 0.9465 |
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- | No log | 10.4211 | 198 | 0.8547 | 0.1766 | 0.8547 | 0.9245 |
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- | No log | 10.5263 | 200 | 0.8263 | 0.1504 | 0.8263 | 0.9090 |
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- | No log | 10.6316 | 202 | 0.8849 | 0.2297 | 0.8849 | 0.9407 |
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- | No log | 10.7368 | 204 | 0.9904 | 0.1990 | 0.9904 | 0.9952 |
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- | No log | 10.8421 | 206 | 0.9902 | 0.2032 | 0.9902 | 0.9951 |
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- | No log | 10.9474 | 208 | 0.8821 | 0.2193 | 0.8821 | 0.9392 |
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- | No log | 11.0526 | 210 | 0.8179 | 0.1718 | 0.8179 | 0.9044 |
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- | No log | 11.1579 | 212 | 0.7938 | 0.1141 | 0.7938 | 0.8909 |
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- | No log | 11.2632 | 214 | 0.7905 | 0.1541 | 0.7905 | 0.8891 |
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- | No log | 11.3684 | 216 | 0.7990 | 0.2148 | 0.7990 | 0.8939 |
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- | No log | 11.4737 | 218 | 0.8600 | 0.2903 | 0.8600 | 0.9274 |
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- | No log | 11.5789 | 220 | 0.8541 | 0.2160 | 0.8541 | 0.9241 |
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- | No log | 11.6842 | 222 | 0.8344 | 0.0787 | 0.8344 | 0.9135 |
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- | No log | 11.7895 | 224 | 0.9863 | 0.1612 | 0.9863 | 0.9931 |
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- | No log | 11.8947 | 226 | 1.1024 | 0.1463 | 1.1024 | 1.0500 |
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- | No log | 12.0 | 228 | 1.0835 | 0.1499 | 1.0835 | 1.0409 |
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- | No log | 12.1053 | 230 | 1.0350 | 0.1277 | 1.0350 | 1.0173 |
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- | No log | 12.2105 | 232 | 0.9293 | 0.1293 | 0.9293 | 0.9640 |
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- | No log | 12.3158 | 234 | 0.8761 | 0.0787 | 0.8761 | 0.9360 |
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- | No log | 12.4211 | 236 | 0.8381 | 0.1723 | 0.8381 | 0.9155 |
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- | No log | 12.5263 | 238 | 0.8332 | 0.2193 | 0.8332 | 0.9128 |
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- | No log | 12.6316 | 240 | 0.8550 | 0.1854 | 0.8550 | 0.9247 |
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- | No log | 12.7368 | 242 | 0.8571 | 0.1854 | 0.8571 | 0.9258 |
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- | No log | 12.8421 | 244 | 0.8396 | 0.2543 | 0.8396 | 0.9163 |
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- | No log | 12.9474 | 246 | 0.8614 | 0.0509 | 0.8614 | 0.9281 |
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- | No log | 13.0526 | 248 | 0.9160 | 0.0036 | 0.9160 | 0.9571 |
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- | No log | 13.1579 | 250 | 0.9509 | 0.0539 | 0.9509 | 0.9751 |
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- | No log | 13.2632 | 252 | 0.9115 | 0.1459 | 0.9115 | 0.9547 |
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- | No log | 13.3684 | 254 | 0.8750 | 0.0181 | 0.8750 | 0.9354 |
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- | No log | 13.4737 | 256 | 0.8921 | 0.1854 | 0.8921 | 0.9445 |
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- | No log | 13.5789 | 258 | 0.9299 | 0.1612 | 0.9299 | 0.9643 |
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- | No log | 13.6842 | 260 | 0.8885 | 0.1538 | 0.8885 | 0.9426 |
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- | No log | 13.7895 | 262 | 0.8442 | 0.2218 | 0.8442 | 0.9188 |
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- | No log | 13.8947 | 264 | 0.8348 | 0.1775 | 0.8348 | 0.9137 |
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- | No log | 14.0 | 266 | 0.8262 | 0.1775 | 0.8262 | 0.9089 |
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- | No log | 14.1053 | 268 | 0.8117 | 0.2218 | 0.8117 | 0.9010 |
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- | No log | 14.2105 | 270 | 0.7997 | 0.2218 | 0.7997 | 0.8942 |
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- | No log | 14.3158 | 272 | 0.8001 | 0.1846 | 0.8001 | 0.8945 |
188
- | No log | 14.4211 | 274 | 0.8504 | 0.1142 | 0.8504 | 0.9222 |
189
- | No log | 14.5263 | 276 | 0.8782 | 0.1766 | 0.8782 | 0.9371 |
190
- | No log | 14.6316 | 278 | 0.8303 | 0.0927 | 0.8303 | 0.9112 |
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- | No log | 14.7368 | 280 | 0.8014 | 0.1775 | 0.8014 | 0.8952 |
192
- | No log | 14.8421 | 282 | 0.7997 | 0.1775 | 0.7997 | 0.8943 |
193
- | No log | 14.9474 | 284 | 0.7988 | 0.1347 | 0.7988 | 0.8938 |
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- | No log | 15.0526 | 286 | 0.7934 | 0.1347 | 0.7934 | 0.8907 |
195
- | No log | 15.1579 | 288 | 0.7860 | 0.1347 | 0.7860 | 0.8866 |
196
- | No log | 15.2632 | 290 | 0.7800 | 0.2218 | 0.7800 | 0.8832 |
197
- | No log | 15.3684 | 292 | 0.7797 | 0.2218 | 0.7797 | 0.8830 |
198
- | No log | 15.4737 | 294 | 0.7826 | 0.2218 | 0.7826 | 0.8846 |
199
- | No log | 15.5789 | 296 | 0.7820 | 0.1884 | 0.7820 | 0.8843 |
200
- | No log | 15.6842 | 298 | 0.7755 | 0.2218 | 0.7755 | 0.8806 |
201
- | No log | 15.7895 | 300 | 0.7871 | 0.1723 | 0.7871 | 0.8872 |
202
- | No log | 15.8947 | 302 | 0.7816 | 0.1723 | 0.7816 | 0.8841 |
203
- | No log | 16.0 | 304 | 0.7689 | 0.2218 | 0.7689 | 0.8769 |
204
- | No log | 16.1053 | 306 | 0.7631 | 0.2822 | 0.7631 | 0.8735 |
205
- | No log | 16.2105 | 308 | 0.7617 | 0.2822 | 0.7617 | 0.8728 |
206
- | No log | 16.3158 | 310 | 0.7585 | 0.2822 | 0.7585 | 0.8709 |
207
- | No log | 16.4211 | 312 | 0.7593 | 0.1846 | 0.7593 | 0.8714 |
208
- | No log | 16.5263 | 314 | 0.7863 | 0.0573 | 0.7863 | 0.8867 |
209
- | No log | 16.6316 | 316 | 0.8046 | 0.0816 | 0.8046 | 0.8970 |
210
- | No log | 16.7368 | 318 | 0.7949 | 0.1359 | 0.7949 | 0.8916 |
211
- | No log | 16.8421 | 320 | 0.7848 | 0.1400 | 0.7848 | 0.8859 |
212
- | No log | 16.9474 | 322 | 0.7659 | 0.1440 | 0.7659 | 0.8752 |
213
- | No log | 17.0526 | 324 | 0.7744 | 0.2711 | 0.7744 | 0.8800 |
214
- | No log | 17.1579 | 326 | 0.7767 | 0.3019 | 0.7767 | 0.8813 |
215
- | No log | 17.2632 | 328 | 0.7665 | 0.2099 | 0.7665 | 0.8755 |
216
- | No log | 17.3684 | 330 | 0.7681 | 0.1636 | 0.7681 | 0.8764 |
217
- | No log | 17.4737 | 332 | 0.7556 | 0.1775 | 0.7556 | 0.8693 |
218
- | No log | 17.5789 | 334 | 0.7593 | 0.2345 | 0.7593 | 0.8714 |
219
- | No log | 17.6842 | 336 | 0.7643 | 0.2345 | 0.7643 | 0.8742 |
220
- | No log | 17.7895 | 338 | 0.7588 | 0.2345 | 0.7588 | 0.8711 |
221
- | No log | 17.8947 | 340 | 0.7536 | 0.2345 | 0.7536 | 0.8681 |
222
- | No log | 18.0 | 342 | 0.7611 | 0.2218 | 0.7611 | 0.8724 |
223
- | No log | 18.1053 | 344 | 0.7679 | 0.1775 | 0.7679 | 0.8763 |
224
- | No log | 18.2105 | 346 | 0.7609 | 0.2218 | 0.7609 | 0.8723 |
225
- | No log | 18.3158 | 348 | 0.7675 | 0.3019 | 0.7675 | 0.8761 |
226
- | No log | 18.4211 | 350 | 0.7950 | 0.3477 | 0.7950 | 0.8916 |
227
- | No log | 18.5263 | 352 | 0.7943 | 0.3477 | 0.7943 | 0.8912 |
228
- | No log | 18.6316 | 354 | 0.7586 | 0.2345 | 0.7586 | 0.8710 |
229
- | No log | 18.7368 | 356 | 0.7703 | 0.1498 | 0.7703 | 0.8777 |
230
- | No log | 18.8421 | 358 | 0.7992 | 0.0927 | 0.7992 | 0.8940 |
231
- | No log | 18.9474 | 360 | 0.8388 | 0.1584 | 0.8388 | 0.9158 |
232
- | No log | 19.0526 | 362 | 0.8643 | 0.2076 | 0.8643 | 0.9297 |
233
- | No log | 19.1579 | 364 | 0.8094 | 0.1753 | 0.8094 | 0.8997 |
234
- | No log | 19.2632 | 366 | 0.7789 | 0.3019 | 0.7789 | 0.8826 |
235
- | No log | 19.3684 | 368 | 0.8506 | 0.2833 | 0.8506 | 0.9223 |
236
- | No log | 19.4737 | 370 | 0.8976 | 0.2039 | 0.8976 | 0.9474 |
237
- | No log | 19.5789 | 372 | 0.8143 | 0.2610 | 0.8143 | 0.9024 |
238
- | No log | 19.6842 | 374 | 0.7332 | 0.2745 | 0.7332 | 0.8563 |
239
- | No log | 19.7895 | 376 | 0.7510 | 0.2621 | 0.7510 | 0.8666 |
240
- | No log | 19.8947 | 378 | 0.7748 | 0.2116 | 0.7748 | 0.8802 |
241
- | No log | 20.0 | 380 | 0.7703 | 0.2116 | 0.7703 | 0.8776 |
242
- | No log | 20.1053 | 382 | 0.7454 | 0.2471 | 0.7454 | 0.8634 |
243
- | No log | 20.2105 | 384 | 0.7243 | 0.3039 | 0.7243 | 0.8510 |
244
- | No log | 20.3158 | 386 | 0.7209 | 0.1962 | 0.7209 | 0.8490 |
245
- | No log | 20.4211 | 388 | 0.7566 | 0.2609 | 0.7566 | 0.8698 |
246
- | No log | 20.5263 | 390 | 0.8413 | 0.2955 | 0.8413 | 0.9172 |
247
- | No log | 20.6316 | 392 | 0.8582 | 0.3779 | 0.8582 | 0.9264 |
248
- | No log | 20.7368 | 394 | 0.8001 | 0.3135 | 0.8001 | 0.8945 |
249
- | No log | 20.8421 | 396 | 0.7309 | 0.2609 | 0.7309 | 0.8549 |
250
- | No log | 20.9474 | 398 | 0.7189 | 0.2987 | 0.7189 | 0.8479 |
251
- | No log | 21.0526 | 400 | 0.7088 | 0.3029 | 0.7088 | 0.8419 |
252
- | No log | 21.1579 | 402 | 0.7046 | 0.3029 | 0.7046 | 0.8394 |
253
- | No log | 21.2632 | 404 | 0.7073 | 0.3029 | 0.7073 | 0.8410 |
254
- | No log | 21.3684 | 406 | 0.7122 | 0.2711 | 0.7122 | 0.8439 |
255
- | No log | 21.4737 | 408 | 0.7276 | 0.2709 | 0.7276 | 0.8530 |
256
- | No log | 21.5789 | 410 | 0.7364 | 0.2709 | 0.7364 | 0.8582 |
257
- | No log | 21.6842 | 412 | 0.7253 | 0.1998 | 0.7253 | 0.8517 |
258
- | No log | 21.7895 | 414 | 0.7074 | 0.2709 | 0.7074 | 0.8411 |
259
- | No log | 21.8947 | 416 | 0.6930 | 0.3137 | 0.6930 | 0.8325 |
260
- | No log | 22.0 | 418 | 0.6736 | 0.2308 | 0.6736 | 0.8208 |
261
- | No log | 22.1053 | 420 | 0.6873 | 0.2243 | 0.6873 | 0.8290 |
262
- | No log | 22.2105 | 422 | 0.6953 | 0.2243 | 0.6953 | 0.8338 |
263
- | No log | 22.3158 | 424 | 0.6871 | 0.2308 | 0.6871 | 0.8289 |
264
- | No log | 22.4211 | 426 | 0.7017 | 0.3137 | 0.7017 | 0.8377 |
265
- | No log | 22.5263 | 428 | 0.7530 | 0.1998 | 0.7530 | 0.8677 |
266
- | No log | 22.6316 | 430 | 0.7535 | 0.1998 | 0.7535 | 0.8680 |
267
- | No log | 22.7368 | 432 | 0.7313 | 0.2709 | 0.7313 | 0.8552 |
268
- | No log | 22.8421 | 434 | 0.7275 | 0.3137 | 0.7275 | 0.8529 |
269
- | No log | 22.9474 | 436 | 0.7199 | 0.2987 | 0.7199 | 0.8485 |
270
- | No log | 23.0526 | 438 | 0.7267 | 0.2987 | 0.7267 | 0.8525 |
271
- | No log | 23.1579 | 440 | 0.7582 | 0.2264 | 0.7582 | 0.8708 |
272
- | No log | 23.2632 | 442 | 0.7950 | 0.3377 | 0.7950 | 0.8916 |
273
- | No log | 23.3684 | 444 | 0.7901 | 0.2940 | 0.7901 | 0.8889 |
274
- | No log | 23.4737 | 446 | 0.7878 | 0.2940 | 0.7878 | 0.8876 |
275
- | No log | 23.5789 | 448 | 0.7717 | 0.2609 | 0.7717 | 0.8785 |
276
- | No log | 23.6842 | 450 | 0.7495 | 0.2264 | 0.7495 | 0.8657 |
277
- | No log | 23.7895 | 452 | 0.7335 | 0.2264 | 0.7335 | 0.8565 |
278
- | No log | 23.8947 | 454 | 0.7284 | 0.2609 | 0.7284 | 0.8535 |
279
- | No log | 24.0 | 456 | 0.7220 | 0.2609 | 0.7220 | 0.8497 |
280
- | No log | 24.1053 | 458 | 0.7181 | 0.2642 | 0.7181 | 0.8474 |
281
- | No log | 24.2105 | 460 | 0.6843 | 0.2675 | 0.6843 | 0.8272 |
282
- | No log | 24.3158 | 462 | 0.6641 | 0.3029 | 0.6641 | 0.8149 |
283
- | No log | 24.4211 | 464 | 0.6513 | 0.2711 | 0.6513 | 0.8070 |
284
- | No log | 24.5263 | 466 | 0.6520 | 0.2103 | 0.6520 | 0.8074 |
285
- | No log | 24.6316 | 468 | 0.6485 | 0.2103 | 0.6485 | 0.8053 |
286
- | No log | 24.7368 | 470 | 0.6372 | 0.2449 | 0.6372 | 0.7982 |
287
- | No log | 24.8421 | 472 | 0.6398 | 0.2103 | 0.6398 | 0.7999 |
288
- | No log | 24.9474 | 474 | 0.6620 | 0.2036 | 0.6620 | 0.8137 |
289
- | No log | 25.0526 | 476 | 0.6621 | 0.2036 | 0.6621 | 0.8137 |
290
- | No log | 25.1579 | 478 | 0.6519 | 0.2036 | 0.6519 | 0.8074 |
291
- | No log | 25.2632 | 480 | 0.6435 | 0.3690 | 0.6435 | 0.8022 |
292
- | No log | 25.3684 | 482 | 0.6346 | 0.2955 | 0.6346 | 0.7966 |
293
- | No log | 25.4737 | 484 | 0.6403 | 0.2607 | 0.6403 | 0.8002 |
294
- | No log | 25.5789 | 486 | 0.6462 | 0.2607 | 0.6462 | 0.8039 |
295
- | No log | 25.6842 | 488 | 0.6485 | 0.2607 | 0.6485 | 0.8053 |
296
- | No log | 25.7895 | 490 | 0.6552 | 0.2676 | 0.6552 | 0.8094 |
297
- | No log | 25.8947 | 492 | 0.6851 | 0.2979 | 0.6851 | 0.8277 |
298
- | No log | 26.0 | 494 | 0.7737 | 0.3022 | 0.7737 | 0.8796 |
299
- | No log | 26.1053 | 496 | 0.8399 | 0.3484 | 0.8399 | 0.9165 |
300
- | No log | 26.2105 | 498 | 0.8192 | 0.2948 | 0.8192 | 0.9051 |
301
- | 0.2687 | 26.3158 | 500 | 0.7433 | 0.2051 | 0.7433 | 0.8621 |
302
- | 0.2687 | 26.4211 | 502 | 0.6726 | 0.2103 | 0.6726 | 0.8201 |
303
- | 0.2687 | 26.5263 | 504 | 0.6515 | 0.1184 | 0.6515 | 0.8071 |
304
- | 0.2687 | 26.6316 | 506 | 0.6717 | 0.2606 | 0.6717 | 0.8196 |
305
- | 0.2687 | 26.7368 | 508 | 0.7128 | 0.2407 | 0.7128 | 0.8443 |
306
- | 0.2687 | 26.8421 | 510 | 0.7278 | 0.2407 | 0.7278 | 0.8531 |
307
- | 0.2687 | 26.9474 | 512 | 0.7119 | 0.2471 | 0.7119 | 0.8438 |
308
- | 0.2687 | 27.0526 | 514 | 0.6893 | 0.2677 | 0.6893 | 0.8303 |
309
- | 0.2687 | 27.1579 | 516 | 0.6762 | 0.1962 | 0.6762 | 0.8223 |
310
- | 0.2687 | 27.2632 | 518 | 0.6841 | 0.2711 | 0.6841 | 0.8271 |
311
- | 0.2687 | 27.3684 | 520 | 0.6868 | 0.2711 | 0.6868 | 0.8287 |
312
- | 0.2687 | 27.4737 | 522 | 0.6850 | 0.2711 | 0.6850 | 0.8277 |
313
- | 0.2687 | 27.5789 | 524 | 0.6838 | 0.2711 | 0.6838 | 0.8269 |
314
- | 0.2687 | 27.6842 | 526 | 0.6838 | 0.1962 | 0.6838 | 0.8269 |
315
- | 0.2687 | 27.7895 | 528 | 0.6877 | 0.1962 | 0.6877 | 0.8293 |
316
- | 0.2687 | 27.8947 | 530 | 0.7007 | 0.2002 | 0.7007 | 0.8371 |
317
- | 0.2687 | 28.0 | 532 | 0.7317 | 0.1608 | 0.7317 | 0.8554 |
318
- | 0.2687 | 28.1053 | 534 | 0.7461 | 0.1608 | 0.7461 | 0.8638 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
319
 
320
 
321
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_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_run1_AugV5_k3_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: 0.5025
19
+ - Qwk: 0.5386
20
+ - Mse: 0.5025
21
+ - Rmse: 0.7089
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 2.4708 | -0.0109 | 2.4708 | 1.5719 |
53
+ | No log | 0.2667 | 4 | 1.1231 | 0.1573 | 1.1231 | 1.0598 |
54
+ | No log | 0.4 | 6 | 0.8510 | 0.0535 | 0.8510 | 0.9225 |
55
+ | No log | 0.5333 | 8 | 0.7665 | 0.2692 | 0.7665 | 0.8755 |
56
+ | No log | 0.6667 | 10 | 0.9811 | 0.2589 | 0.9811 | 0.9905 |
57
+ | No log | 0.8 | 12 | 0.9755 | 0.2782 | 0.9755 | 0.9877 |
58
+ | No log | 0.9333 | 14 | 0.8124 | 0.1409 | 0.8124 | 0.9013 |
59
+ | No log | 1.0667 | 16 | 0.7463 | 0.0804 | 0.7463 | 0.8639 |
60
+ | No log | 1.2 | 18 | 0.7116 | 0.0851 | 0.7116 | 0.8436 |
61
+ | No log | 1.3333 | 20 | 0.7042 | 0.4076 | 0.7042 | 0.8391 |
62
+ | No log | 1.4667 | 22 | 0.8303 | 0.3473 | 0.8303 | 0.9112 |
63
+ | No log | 1.6 | 24 | 0.7570 | 0.3302 | 0.7570 | 0.8701 |
64
+ | No log | 1.7333 | 26 | 0.6766 | 0.3737 | 0.6766 | 0.8225 |
65
+ | No log | 1.8667 | 28 | 0.6412 | 0.1988 | 0.6412 | 0.8008 |
66
+ | No log | 2.0 | 30 | 0.6403 | 0.3572 | 0.6403 | 0.8002 |
67
+ | No log | 2.1333 | 32 | 0.6214 | 0.3398 | 0.6214 | 0.7883 |
68
+ | No log | 2.2667 | 34 | 0.6775 | 0.2768 | 0.6775 | 0.8231 |
69
+ | No log | 2.4 | 36 | 0.7042 | 0.3367 | 0.7042 | 0.8392 |
70
+ | No log | 2.5333 | 38 | 0.6201 | 0.2777 | 0.6201 | 0.7875 |
71
+ | No log | 2.6667 | 40 | 0.5912 | 0.4019 | 0.5912 | 0.7689 |
72
+ | No log | 2.8 | 42 | 0.5787 | 0.3089 | 0.5787 | 0.7607 |
73
+ | No log | 2.9333 | 44 | 0.5927 | 0.4575 | 0.5927 | 0.7699 |
74
+ | No log | 3.0667 | 46 | 0.5791 | 0.4058 | 0.5791 | 0.7610 |
75
+ | No log | 3.2 | 48 | 0.5108 | 0.4934 | 0.5108 | 0.7147 |
76
+ | No log | 3.3333 | 50 | 0.6278 | 0.5342 | 0.6278 | 0.7923 |
77
+ | No log | 3.4667 | 52 | 0.6074 | 0.4735 | 0.6074 | 0.7793 |
78
+ | No log | 3.6 | 54 | 0.5127 | 0.4555 | 0.5127 | 0.7160 |
79
+ | No log | 3.7333 | 56 | 0.5289 | 0.5702 | 0.5289 | 0.7273 |
80
+ | No log | 3.8667 | 58 | 0.5349 | 0.5195 | 0.5349 | 0.7314 |
81
+ | No log | 4.0 | 60 | 0.4996 | 0.4829 | 0.4996 | 0.7068 |
82
+ | No log | 4.1333 | 62 | 0.5230 | 0.5385 | 0.5230 | 0.7232 |
83
+ | No log | 4.2667 | 64 | 0.5760 | 0.5048 | 0.5760 | 0.7589 |
84
+ | No log | 4.4 | 66 | 0.5115 | 0.4591 | 0.5115 | 0.7152 |
85
+ | No log | 4.5333 | 68 | 0.6317 | 0.4182 | 0.6317 | 0.7948 |
86
+ | No log | 4.6667 | 70 | 0.5552 | 0.4960 | 0.5552 | 0.7451 |
87
+ | No log | 4.8 | 72 | 0.5066 | 0.5386 | 0.5066 | 0.7117 |
88
+ | No log | 4.9333 | 74 | 0.5288 | 0.5104 | 0.5288 | 0.7272 |
89
+ | No log | 5.0667 | 76 | 0.5391 | 0.5452 | 0.5391 | 0.7342 |
90
+ | No log | 5.2 | 78 | 0.5511 | 0.5663 | 0.5511 | 0.7423 |
91
+ | No log | 5.3333 | 80 | 0.5241 | 0.5831 | 0.5241 | 0.7239 |
92
+ | No log | 5.4667 | 82 | 0.5523 | 0.5345 | 0.5523 | 0.7432 |
93
+ | No log | 5.6 | 84 | 0.5168 | 0.5089 | 0.5168 | 0.7189 |
94
+ | No log | 5.7333 | 86 | 0.5604 | 0.5512 | 0.5604 | 0.7486 |
95
+ | No log | 5.8667 | 88 | 0.5361 | 0.5718 | 0.5361 | 0.7322 |
96
+ | No log | 6.0 | 90 | 0.5116 | 0.5627 | 0.5116 | 0.7153 |
97
+ | No log | 6.1333 | 92 | 0.5135 | 0.5580 | 0.5135 | 0.7166 |
98
+ | No log | 6.2667 | 94 | 0.5234 | 0.6503 | 0.5234 | 0.7235 |
99
+ | No log | 6.4 | 96 | 0.5774 | 0.5616 | 0.5774 | 0.7599 |
100
+ | No log | 6.5333 | 98 | 0.5272 | 0.5751 | 0.5272 | 0.7261 |
101
+ | No log | 6.6667 | 100 | 0.5236 | 0.6407 | 0.5236 | 0.7236 |
102
+ | No log | 6.8 | 102 | 0.5254 | 0.6407 | 0.5254 | 0.7248 |
103
+ | No log | 6.9333 | 104 | 0.5170 | 0.6289 | 0.5170 | 0.7190 |
104
+ | No log | 7.0667 | 106 | 0.5092 | 0.6364 | 0.5092 | 0.7136 |
105
+ | No log | 7.2 | 108 | 0.5787 | 0.5513 | 0.5787 | 0.7608 |
106
+ | No log | 7.3333 | 110 | 0.5921 | 0.5249 | 0.5921 | 0.7694 |
107
+ | No log | 7.4667 | 112 | 0.4963 | 0.5875 | 0.4963 | 0.7045 |
108
+ | No log | 7.6 | 114 | 0.5073 | 0.6024 | 0.5073 | 0.7123 |
109
+ | No log | 7.7333 | 116 | 0.5155 | 0.6171 | 0.5155 | 0.7180 |
110
+ | No log | 7.8667 | 118 | 0.5326 | 0.6210 | 0.5326 | 0.7298 |
111
+ | No log | 8.0 | 120 | 0.5890 | 0.5552 | 0.5890 | 0.7675 |
112
+ | No log | 8.1333 | 122 | 0.7864 | 0.4462 | 0.7864 | 0.8868 |
113
+ | No log | 8.2667 | 124 | 0.8638 | 0.4074 | 0.8638 | 0.9294 |
114
+ | No log | 8.4 | 126 | 0.6259 | 0.5116 | 0.6259 | 0.7911 |
115
+ | No log | 8.5333 | 128 | 0.5910 | 0.4943 | 0.5910 | 0.7688 |
116
+ | No log | 8.6667 | 130 | 0.6690 | 0.5251 | 0.6690 | 0.8179 |
117
+ | No log | 8.8 | 132 | 0.5740 | 0.4997 | 0.5740 | 0.7576 |
118
+ | No log | 8.9333 | 134 | 0.5322 | 0.6620 | 0.5322 | 0.7296 |
119
+ | No log | 9.0667 | 136 | 0.5835 | 0.5849 | 0.5835 | 0.7639 |
120
+ | No log | 9.2 | 138 | 0.5082 | 0.6223 | 0.5082 | 0.7129 |
121
+ | No log | 9.3333 | 140 | 0.6136 | 0.5096 | 0.6136 | 0.7833 |
122
+ | No log | 9.4667 | 142 | 0.7832 | 0.4859 | 0.7832 | 0.8850 |
123
+ | No log | 9.6 | 144 | 0.7205 | 0.4925 | 0.7205 | 0.8488 |
124
+ | No log | 9.7333 | 146 | 0.5371 | 0.5015 | 0.5371 | 0.7329 |
125
+ | No log | 9.8667 | 148 | 0.5024 | 0.6127 | 0.5024 | 0.7088 |
126
+ | No log | 10.0 | 150 | 0.6397 | 0.5702 | 0.6397 | 0.7998 |
127
+ | No log | 10.1333 | 152 | 0.6797 | 0.4287 | 0.6797 | 0.8244 |
128
+ | No log | 10.2667 | 154 | 0.5708 | 0.4908 | 0.5708 | 0.7555 |
129
+ | No log | 10.4 | 156 | 0.5032 | 0.4983 | 0.5032 | 0.7093 |
130
+ | No log | 10.5333 | 158 | 0.5396 | 0.4414 | 0.5396 | 0.7345 |
131
+ | No log | 10.6667 | 160 | 0.5038 | 0.4729 | 0.5038 | 0.7098 |
132
+ | No log | 10.8 | 162 | 0.4990 | 0.4946 | 0.4990 | 0.7064 |
133
+ | No log | 10.9333 | 164 | 0.4878 | 0.5348 | 0.4878 | 0.6984 |
134
+ | No log | 11.0667 | 166 | 0.4840 | 0.5056 | 0.4840 | 0.6957 |
135
+ | No log | 11.2 | 168 | 0.4849 | 0.5056 | 0.4849 | 0.6963 |
136
+ | No log | 11.3333 | 170 | 0.4842 | 0.4847 | 0.4842 | 0.6959 |
137
+ | No log | 11.4667 | 172 | 0.4957 | 0.4314 | 0.4957 | 0.7040 |
138
+ | No log | 11.6 | 174 | 0.5074 | 0.4561 | 0.5074 | 0.7123 |
139
+ | No log | 11.7333 | 176 | 0.4850 | 0.5539 | 0.4850 | 0.6964 |
140
+ | No log | 11.8667 | 178 | 0.4864 | 0.5203 | 0.4864 | 0.6975 |
141
+ | No log | 12.0 | 180 | 0.4822 | 0.5451 | 0.4822 | 0.6944 |
142
+ | No log | 12.1333 | 182 | 0.4875 | 0.5228 | 0.4875 | 0.6982 |
143
+ | No log | 12.2667 | 184 | 0.5270 | 0.4929 | 0.5270 | 0.7260 |
144
+ | No log | 12.4 | 186 | 0.4859 | 0.5104 | 0.4859 | 0.6971 |
145
+ | No log | 12.5333 | 188 | 0.4623 | 0.5488 | 0.4623 | 0.6799 |
146
+ | No log | 12.6667 | 190 | 0.4787 | 0.6404 | 0.4787 | 0.6919 |
147
+ | No log | 12.8 | 192 | 0.4853 | 0.5954 | 0.4853 | 0.6966 |
148
+ | No log | 12.9333 | 194 | 0.4768 | 0.6606 | 0.4768 | 0.6905 |
149
+ | No log | 13.0667 | 196 | 0.4825 | 0.6609 | 0.4825 | 0.6946 |
150
+ | No log | 13.2 | 198 | 0.4716 | 0.6609 | 0.4716 | 0.6867 |
151
+ | No log | 13.3333 | 200 | 0.4567 | 0.6772 | 0.4567 | 0.6758 |
152
+ | No log | 13.4667 | 202 | 0.4449 | 0.6197 | 0.4449 | 0.6670 |
153
+ | No log | 13.6 | 204 | 0.4659 | 0.6880 | 0.4659 | 0.6826 |
154
+ | No log | 13.7333 | 206 | 0.4963 | 0.6537 | 0.4963 | 0.7045 |
155
+ | No log | 13.8667 | 208 | 0.4530 | 0.6407 | 0.4530 | 0.6730 |
156
+ | No log | 14.0 | 210 | 0.4350 | 0.6060 | 0.4350 | 0.6595 |
157
+ | No log | 14.1333 | 212 | 0.4866 | 0.5534 | 0.4866 | 0.6976 |
158
+ | No log | 14.2667 | 214 | 0.4966 | 0.5509 | 0.4966 | 0.7047 |
159
+ | No log | 14.4 | 216 | 0.4639 | 0.6015 | 0.4639 | 0.6811 |
160
+ | No log | 14.5333 | 218 | 0.4532 | 0.6143 | 0.4532 | 0.6732 |
161
+ | No log | 14.6667 | 220 | 0.5254 | 0.6294 | 0.5254 | 0.7249 |
162
+ | No log | 14.8 | 222 | 0.5791 | 0.5862 | 0.5791 | 0.7610 |
163
+ | No log | 14.9333 | 224 | 0.5011 | 0.5855 | 0.5011 | 0.7079 |
164
+ | No log | 15.0667 | 226 | 0.4571 | 0.5633 | 0.4571 | 0.6761 |
165
+ | No log | 15.2 | 228 | 0.4511 | 0.5326 | 0.4511 | 0.6717 |
166
+ | No log | 15.3333 | 230 | 0.4519 | 0.5533 | 0.4519 | 0.6722 |
167
+ | No log | 15.4667 | 232 | 0.4530 | 0.5463 | 0.4530 | 0.6731 |
168
+ | No log | 15.6 | 234 | 0.4964 | 0.5855 | 0.4964 | 0.7045 |
169
+ | No log | 15.7333 | 236 | 0.4648 | 0.5195 | 0.4648 | 0.6817 |
170
+ | No log | 15.8667 | 238 | 0.4493 | 0.5286 | 0.4493 | 0.6703 |
171
+ | No log | 16.0 | 240 | 0.4763 | 0.6300 | 0.4763 | 0.6901 |
172
+ | No log | 16.1333 | 242 | 0.5064 | 0.5624 | 0.5064 | 0.7116 |
173
+ | No log | 16.2667 | 244 | 0.4921 | 0.5214 | 0.4921 | 0.7015 |
174
+ | No log | 16.4 | 246 | 0.4848 | 0.5587 | 0.4848 | 0.6963 |
175
+ | No log | 16.5333 | 248 | 0.4984 | 0.5345 | 0.4984 | 0.7060 |
176
+ | No log | 16.6667 | 250 | 0.4851 | 0.6171 | 0.4851 | 0.6965 |
177
+ | No log | 16.8 | 252 | 0.4717 | 0.5703 | 0.4717 | 0.6868 |
178
+ | No log | 16.9333 | 254 | 0.4781 | 0.5738 | 0.4781 | 0.6914 |
179
+ | No log | 17.0667 | 256 | 0.4789 | 0.5662 | 0.4789 | 0.6920 |
180
+ | No log | 17.2 | 258 | 0.4940 | 0.5047 | 0.4940 | 0.7028 |
181
+ | No log | 17.3333 | 260 | 0.5202 | 0.5499 | 0.5202 | 0.7213 |
182
+ | No log | 17.4667 | 262 | 0.5169 | 0.5528 | 0.5169 | 0.7190 |
183
+ | No log | 17.6 | 264 | 0.5026 | 0.5457 | 0.5026 | 0.7090 |
184
+ | No log | 17.7333 | 266 | 0.4763 | 0.5662 | 0.4763 | 0.6902 |
185
+ | No log | 17.8667 | 268 | 0.4705 | 0.6078 | 0.4705 | 0.6859 |
186
+ | No log | 18.0 | 270 | 0.4653 | 0.6234 | 0.4653 | 0.6821 |
187
+ | No log | 18.1333 | 272 | 0.4736 | 0.6345 | 0.4736 | 0.6882 |
188
+ | No log | 18.2667 | 274 | 0.4574 | 0.6234 | 0.4574 | 0.6763 |
189
+ | No log | 18.4 | 276 | 0.4575 | 0.5974 | 0.4575 | 0.6764 |
190
+ | No log | 18.5333 | 278 | 0.4588 | 0.6200 | 0.4588 | 0.6773 |
191
+ | No log | 18.6667 | 280 | 0.4795 | 0.6389 | 0.4795 | 0.6925 |
192
+ | No log | 18.8 | 282 | 0.5069 | 0.5017 | 0.5069 | 0.7120 |
193
+ | No log | 18.9333 | 284 | 0.5298 | 0.4749 | 0.5298 | 0.7279 |
194
+ | No log | 19.0667 | 286 | 0.5153 | 0.5448 | 0.5153 | 0.7178 |
195
+ | No log | 19.2 | 288 | 0.4955 | 0.5228 | 0.4955 | 0.7039 |
196
+ | No log | 19.3333 | 290 | 0.5105 | 0.6073 | 0.5105 | 0.7145 |
197
+ | No log | 19.4667 | 292 | 0.5716 | 0.4937 | 0.5716 | 0.7560 |
198
+ | No log | 19.6 | 294 | 0.5844 | 0.4937 | 0.5844 | 0.7644 |
199
+ | No log | 19.7333 | 296 | 0.5033 | 0.5308 | 0.5033 | 0.7095 |
200
+ | No log | 19.8667 | 298 | 0.4643 | 0.5522 | 0.4643 | 0.6814 |
201
+ | No log | 20.0 | 300 | 0.4770 | 0.5283 | 0.4770 | 0.6906 |
202
+ | No log | 20.1333 | 302 | 0.4809 | 0.4960 | 0.4809 | 0.6935 |
203
+ | No log | 20.2667 | 304 | 0.4846 | 0.5061 | 0.4846 | 0.6961 |
204
+ | No log | 20.4 | 306 | 0.4876 | 0.5985 | 0.4876 | 0.6983 |
205
+ | No log | 20.5333 | 308 | 0.4949 | 0.5195 | 0.4949 | 0.7035 |
206
+ | No log | 20.6667 | 310 | 0.4979 | 0.4527 | 0.4979 | 0.7056 |
207
+ | No log | 20.8 | 312 | 0.5111 | 0.4367 | 0.5111 | 0.7149 |
208
+ | No log | 20.9333 | 314 | 0.5109 | 0.4249 | 0.5109 | 0.7148 |
209
+ | No log | 21.0667 | 316 | 0.5366 | 0.4267 | 0.5366 | 0.7325 |
210
+ | No log | 21.2 | 318 | 0.6038 | 0.4774 | 0.6038 | 0.7770 |
211
+ | No log | 21.3333 | 320 | 0.6757 | 0.4315 | 0.6757 | 0.8220 |
212
+ | No log | 21.4667 | 322 | 0.6594 | 0.4404 | 0.6594 | 0.8121 |
213
+ | No log | 21.6 | 324 | 0.5700 | 0.4945 | 0.5700 | 0.7550 |
214
+ | No log | 21.7333 | 326 | 0.5061 | 0.5248 | 0.5061 | 0.7114 |
215
+ | No log | 21.8667 | 328 | 0.5091 | 0.5212 | 0.5091 | 0.7135 |
216
+ | No log | 22.0 | 330 | 0.5199 | 0.5528 | 0.5199 | 0.7210 |
217
+ | No log | 22.1333 | 332 | 0.4893 | 0.5554 | 0.4893 | 0.6995 |
218
+ | No log | 22.2667 | 334 | 0.4846 | 0.5725 | 0.4846 | 0.6961 |
219
+ | No log | 22.4 | 336 | 0.5107 | 0.5867 | 0.5107 | 0.7147 |
220
+ | No log | 22.5333 | 338 | 0.5100 | 0.5867 | 0.5100 | 0.7141 |
221
+ | No log | 22.6667 | 340 | 0.4982 | 0.5867 | 0.4982 | 0.7058 |
222
+ | No log | 22.8 | 342 | 0.4714 | 0.5915 | 0.4714 | 0.6866 |
223
+ | No log | 22.9333 | 344 | 0.4754 | 0.5554 | 0.4754 | 0.6895 |
224
+ | No log | 23.0667 | 346 | 0.4765 | 0.5751 | 0.4765 | 0.6903 |
225
+ | No log | 23.2 | 348 | 0.4917 | 0.5674 | 0.4917 | 0.7012 |
226
+ | No log | 23.3333 | 350 | 0.5160 | 0.5653 | 0.5160 | 0.7184 |
227
+ | No log | 23.4667 | 352 | 0.5134 | 0.5934 | 0.5134 | 0.7165 |
228
+ | No log | 23.6 | 354 | 0.5001 | 0.5533 | 0.5001 | 0.7072 |
229
+ | No log | 23.7333 | 356 | 0.4779 | 0.4657 | 0.4779 | 0.6913 |
230
+ | No log | 23.8667 | 358 | 0.4779 | 0.4497 | 0.4779 | 0.6913 |
231
+ | No log | 24.0 | 360 | 0.4801 | 0.5335 | 0.4801 | 0.6929 |
232
+ | No log | 24.1333 | 362 | 0.4868 | 0.5127 | 0.4868 | 0.6977 |
233
+ | No log | 24.2667 | 364 | 0.4894 | 0.5904 | 0.4894 | 0.6995 |
234
+ | No log | 24.4 | 366 | 0.5077 | 0.5538 | 0.5077 | 0.7125 |
235
+ | No log | 24.5333 | 368 | 0.5291 | 0.5511 | 0.5291 | 0.7274 |
236
+ | No log | 24.6667 | 370 | 0.5120 | 0.5433 | 0.5120 | 0.7155 |
237
+ | No log | 24.8 | 372 | 0.5054 | 0.5816 | 0.5054 | 0.7109 |
238
+ | No log | 24.9333 | 374 | 0.5036 | 0.5003 | 0.5036 | 0.7097 |
239
+ | No log | 25.0667 | 376 | 0.5022 | 0.4929 | 0.5022 | 0.7086 |
240
+ | No log | 25.2 | 378 | 0.4960 | 0.5177 | 0.4960 | 0.7043 |
241
+ | No log | 25.3333 | 380 | 0.4973 | 0.5177 | 0.4973 | 0.7052 |
242
+ | No log | 25.4667 | 382 | 0.4931 | 0.4923 | 0.4931 | 0.7022 |
243
+ | No log | 25.6 | 384 | 0.4975 | 0.4942 | 0.4975 | 0.7053 |
244
+ | No log | 25.7333 | 386 | 0.4958 | 0.5304 | 0.4958 | 0.7041 |
245
+ | No log | 25.8667 | 388 | 0.5184 | 0.4984 | 0.5184 | 0.7200 |
246
+ | No log | 26.0 | 390 | 0.5735 | 0.5275 | 0.5735 | 0.7573 |
247
+ | No log | 26.1333 | 392 | 0.6030 | 0.5190 | 0.6030 | 0.7765 |
248
+ | No log | 26.2667 | 394 | 0.5777 | 0.4749 | 0.5777 | 0.7600 |
249
+ | No log | 26.4 | 396 | 0.5221 | 0.4808 | 0.5221 | 0.7226 |
250
+ | No log | 26.5333 | 398 | 0.4811 | 0.5463 | 0.4811 | 0.6936 |
251
+ | No log | 26.6667 | 400 | 0.5006 | 0.6248 | 0.5006 | 0.7075 |
252
+ | No log | 26.8 | 402 | 0.5250 | 0.6442 | 0.5250 | 0.7246 |
253
+ | No log | 26.9333 | 404 | 0.5457 | 0.5997 | 0.5457 | 0.7387 |
254
+ | No log | 27.0667 | 406 | 0.5481 | 0.5997 | 0.5481 | 0.7404 |
255
+ | No log | 27.2 | 408 | 0.5026 | 0.6047 | 0.5026 | 0.7090 |
256
+ | No log | 27.3333 | 410 | 0.4687 | 0.5687 | 0.4687 | 0.6846 |
257
+ | No log | 27.4667 | 412 | 0.5200 | 0.5639 | 0.5200 | 0.7211 |
258
+ | No log | 27.6 | 414 | 0.5673 | 0.5293 | 0.5673 | 0.7532 |
259
+ | No log | 27.7333 | 416 | 0.5437 | 0.4534 | 0.5437 | 0.7374 |
260
+ | No log | 27.8667 | 418 | 0.5121 | 0.4354 | 0.5121 | 0.7156 |
261
+ | No log | 28.0 | 420 | 0.5001 | 0.4825 | 0.5001 | 0.7072 |
262
+ | No log | 28.1333 | 422 | 0.4977 | 0.5101 | 0.4977 | 0.7055 |
263
+ | No log | 28.2667 | 424 | 0.4932 | 0.5286 | 0.4932 | 0.7023 |
264
+ | No log | 28.4 | 426 | 0.5036 | 0.5159 | 0.5036 | 0.7097 |
265
+ | No log | 28.5333 | 428 | 0.5297 | 0.5098 | 0.5297 | 0.7278 |
266
+ | No log | 28.6667 | 430 | 0.5317 | 0.5428 | 0.5317 | 0.7291 |
267
+ | No log | 28.8 | 432 | 0.5120 | 0.5184 | 0.5120 | 0.7156 |
268
+ | No log | 28.9333 | 434 | 0.5092 | 0.6053 | 0.5092 | 0.7135 |
269
+ | No log | 29.0667 | 436 | 0.5140 | 0.5352 | 0.5140 | 0.7169 |
270
+ | No log | 29.2 | 438 | 0.5083 | 0.5854 | 0.5083 | 0.7129 |
271
+ | No log | 29.3333 | 440 | 0.5122 | 0.6071 | 0.5122 | 0.7157 |
272
+ | No log | 29.4667 | 442 | 0.5087 | 0.5070 | 0.5087 | 0.7133 |
273
+ | No log | 29.6 | 444 | 0.5020 | 0.5201 | 0.5020 | 0.7085 |
274
+ | No log | 29.7333 | 446 | 0.4954 | 0.5617 | 0.4954 | 0.7038 |
275
+ | No log | 29.8667 | 448 | 0.4956 | 0.5326 | 0.4956 | 0.7040 |
276
+ | No log | 30.0 | 450 | 0.5044 | 0.4888 | 0.5044 | 0.7102 |
277
+ | No log | 30.1333 | 452 | 0.5289 | 0.4888 | 0.5289 | 0.7272 |
278
+ | No log | 30.2667 | 454 | 0.5639 | 0.5177 | 0.5639 | 0.7509 |
279
+ | No log | 30.4 | 456 | 0.5720 | 0.5586 | 0.5720 | 0.7563 |
280
+ | No log | 30.5333 | 458 | 0.5609 | 0.5802 | 0.5609 | 0.7489 |
281
+ | No log | 30.6667 | 460 | 0.5402 | 0.5528 | 0.5402 | 0.7350 |
282
+ | No log | 30.8 | 462 | 0.5081 | 0.5609 | 0.5081 | 0.7128 |
283
+ | No log | 30.9333 | 464 | 0.4916 | 0.5719 | 0.4916 | 0.7012 |
284
+ | No log | 31.0667 | 466 | 0.4866 | 0.5930 | 0.4866 | 0.6976 |
285
+ | No log | 31.2 | 468 | 0.4909 | 0.5698 | 0.4909 | 0.7007 |
286
+ | No log | 31.3333 | 470 | 0.4974 | 0.5367 | 0.4974 | 0.7053 |
287
+ | No log | 31.4667 | 472 | 0.5054 | 0.5170 | 0.5054 | 0.7109 |
288
+ | No log | 31.6 | 474 | 0.4992 | 0.5815 | 0.4992 | 0.7065 |
289
+ | No log | 31.7333 | 476 | 0.4980 | 0.5797 | 0.4980 | 0.7057 |
290
+ | No log | 31.8667 | 478 | 0.5015 | 0.5234 | 0.5015 | 0.7082 |
291
+ | No log | 32.0 | 480 | 0.5196 | 0.5352 | 0.5196 | 0.7208 |
292
+ | No log | 32.1333 | 482 | 0.5259 | 0.5352 | 0.5259 | 0.7252 |
293
+ | No log | 32.2667 | 484 | 0.5008 | 0.5127 | 0.5008 | 0.7077 |
294
+ | No log | 32.4 | 486 | 0.5016 | 0.5404 | 0.5016 | 0.7083 |
295
+ | No log | 32.5333 | 488 | 0.5676 | 0.5278 | 0.5676 | 0.7534 |
296
+ | No log | 32.6667 | 490 | 0.5836 | 0.5457 | 0.5836 | 0.7639 |
297
+ | No log | 32.8 | 492 | 0.5461 | 0.5659 | 0.5461 | 0.7390 |
298
+ | No log | 32.9333 | 494 | 0.4966 | 0.5631 | 0.4966 | 0.7047 |
299
+ | No log | 33.0667 | 496 | 0.4825 | 0.5648 | 0.4825 | 0.6946 |
300
+ | No log | 33.2 | 498 | 0.4749 | 0.5379 | 0.4749 | 0.6891 |
301
+ | 0.2571 | 33.3333 | 500 | 0.4743 | 0.5538 | 0.4743 | 0.6887 |
302
+ | 0.2571 | 33.4667 | 502 | 0.4737 | 0.5522 | 0.4737 | 0.6883 |
303
+ | 0.2571 | 33.6 | 504 | 0.4722 | 0.5492 | 0.4722 | 0.6872 |
304
+ | 0.2571 | 33.7333 | 506 | 0.4719 | 0.5692 | 0.4719 | 0.6870 |
305
+ | 0.2571 | 33.8667 | 508 | 0.4844 | 0.6414 | 0.4844 | 0.6960 |
306
+ | 0.2571 | 34.0 | 510 | 0.5190 | 0.5744 | 0.5190 | 0.7204 |
307
+ | 0.2571 | 34.1333 | 512 | 0.5390 | 0.5354 | 0.5390 | 0.7342 |
308
+ | 0.2571 | 34.2667 | 514 | 0.5159 | 0.5206 | 0.5158 | 0.7182 |
309
+ | 0.2571 | 34.4 | 516 | 0.4773 | 0.5786 | 0.4773 | 0.6908 |
310
+ | 0.2571 | 34.5333 | 518 | 0.4537 | 0.6087 | 0.4537 | 0.6736 |
311
+ | 0.2571 | 34.6667 | 520 | 0.4711 | 0.5554 | 0.4711 | 0.6864 |
312
+ | 0.2571 | 34.8 | 522 | 0.4888 | 0.5765 | 0.4888 | 0.6991 |
313
+ | 0.2571 | 34.9333 | 524 | 0.4854 | 0.5765 | 0.4854 | 0.6967 |
314
+ | 0.2571 | 35.0667 | 526 | 0.4693 | 0.6222 | 0.4693 | 0.6851 |
315
+ | 0.2571 | 35.2 | 528 | 0.4742 | 0.5965 | 0.4742 | 0.6886 |
316
+ | 0.2571 | 35.3333 | 530 | 0.4817 | 0.5831 | 0.4817 | 0.6941 |
317
+ | 0.2571 | 35.4667 | 532 | 0.4759 | 0.6096 | 0.4759 | 0.6899 |
318
+ | 0.2571 | 35.6 | 534 | 0.4782 | 0.5367 | 0.4782 | 0.6915 |
319
+ | 0.2571 | 35.7333 | 536 | 0.4830 | 0.4492 | 0.4830 | 0.6950 |
320
+ | 0.2571 | 35.8667 | 538 | 0.4848 | 0.5587 | 0.4848 | 0.6963 |
321
+ | 0.2571 | 36.0 | 540 | 0.5056 | 0.5386 | 0.5056 | 0.7110 |
322
+ | 0.2571 | 36.1333 | 542 | 0.5433 | 0.5123 | 0.5433 | 0.7371 |
323
+ | 0.2571 | 36.2667 | 544 | 0.5341 | 0.4966 | 0.5341 | 0.7308 |
324
+ | 0.2571 | 36.4 | 546 | 0.4951 | 0.5923 | 0.4951 | 0.7036 |
325
+ | 0.2571 | 36.5333 | 548 | 0.4703 | 0.6105 | 0.4703 | 0.6858 |
326
+ | 0.2571 | 36.6667 | 550 | 0.4900 | 0.5554 | 0.4900 | 0.7000 |
327
+ | 0.2571 | 36.8 | 552 | 0.5083 | 0.5569 | 0.5083 | 0.7130 |
328
+ | 0.2571 | 36.9333 | 554 | 0.4968 | 0.5554 | 0.4968 | 0.7048 |
329
+ | 0.2571 | 37.0667 | 556 | 0.4709 | 0.5554 | 0.4709 | 0.6863 |
330
+ | 0.2571 | 37.2 | 558 | 0.4716 | 0.6228 | 0.4716 | 0.6867 |
331
+ | 0.2571 | 37.3333 | 560 | 0.4835 | 0.5687 | 0.4835 | 0.6953 |
332
+ | 0.2571 | 37.4667 | 562 | 0.4798 | 0.5784 | 0.4798 | 0.6927 |
333
+ | 0.2571 | 37.6 | 564 | 0.4759 | 0.5800 | 0.4759 | 0.6898 |
334
+ | 0.2571 | 37.7333 | 566 | 0.4763 | 0.5208 | 0.4763 | 0.6902 |
335
+ | 0.2571 | 37.8667 | 568 | 0.4790 | 0.5208 | 0.4790 | 0.6921 |
336
+ | 0.2571 | 38.0 | 570 | 0.4813 | 0.4949 | 0.4813 | 0.6937 |
337
+ | 0.2571 | 38.1333 | 572 | 0.4870 | 0.4681 | 0.4870 | 0.6979 |
338
+ | 0.2571 | 38.2667 | 574 | 0.5025 | 0.5386 | 0.5025 | 0.7089 |
339
 
340
 
341
  ### Framework versions
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