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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization

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  1. README.md +283 -261
  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_run2_AugV5_k15_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_run2_AugV5_k15_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: 0.6741
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- - Qwk: 0.3761
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- - Mse: 0.6741
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- - Rmse: 0.8210
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  ## Model description
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@@ -49,261 +49,283 @@ 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 | 0.0270 | 2 | 2.6800 | -0.0230 | 2.6800 | 1.6371 |
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- | No log | 0.0541 | 4 | 1.3816 | 0.0221 | 1.3816 | 1.1754 |
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- | No log | 0.0811 | 6 | 1.1003 | -0.0970 | 1.1003 | 1.0489 |
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- | No log | 0.1081 | 8 | 1.0173 | 0.0760 | 1.0173 | 1.0086 |
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- | No log | 0.1351 | 10 | 1.2825 | -0.0446 | 1.2825 | 1.1325 |
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- | No log | 0.1622 | 12 | 1.3185 | -0.0530 | 1.3185 | 1.1483 |
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- | No log | 0.1892 | 14 | 1.2303 | -0.0423 | 1.2303 | 1.1092 |
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- | No log | 0.2162 | 16 | 1.2536 | -0.1498 | 1.2536 | 1.1196 |
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- | No log | 0.2432 | 18 | 1.4027 | -0.2089 | 1.4027 | 1.1844 |
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- | No log | 0.2703 | 20 | 1.1205 | -0.0927 | 1.1205 | 1.0585 |
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- | No log | 0.2973 | 22 | 0.8896 | 0.0460 | 0.8896 | 0.9432 |
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- | No log | 0.3243 | 24 | 0.8625 | 0.0930 | 0.8625 | 0.9287 |
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- | No log | 0.3514 | 26 | 0.9587 | 0.0891 | 0.9587 | 0.9791 |
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- | No log | 0.3784 | 28 | 0.9961 | 0.3051 | 0.9961 | 0.9981 |
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- | No log | 0.4054 | 30 | 0.8670 | 0.2358 | 0.8670 | 0.9311 |
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- | No log | 0.4324 | 32 | 0.8205 | 0.2904 | 0.8205 | 0.9058 |
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- | No log | 0.4595 | 34 | 0.7443 | 0.1400 | 0.7443 | 0.8627 |
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- | No log | 0.4865 | 36 | 0.8865 | 0.1339 | 0.8865 | 0.9415 |
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- | No log | 0.5135 | 38 | 1.0974 | 0.1557 | 1.0974 | 1.0476 |
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- | No log | 0.5405 | 40 | 0.9290 | 0.2585 | 0.9290 | 0.9638 |
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- | No log | 0.5676 | 42 | 0.8208 | 0.1724 | 0.8208 | 0.9060 |
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- | No log | 0.5946 | 44 | 0.8023 | 0.1724 | 0.8023 | 0.8957 |
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- | No log | 0.6216 | 46 | 0.7543 | 0.1660 | 0.7543 | 0.8685 |
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- | No log | 0.6486 | 48 | 0.7607 | 0.1714 | 0.7607 | 0.8722 |
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- | No log | 0.6757 | 50 | 0.7417 | 0.1942 | 0.7417 | 0.8612 |
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- | No log | 0.7027 | 52 | 0.7704 | 0.2353 | 0.7704 | 0.8777 |
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- | No log | 0.7297 | 54 | 0.7819 | 0.2353 | 0.7819 | 0.8842 |
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- | No log | 0.7568 | 56 | 0.7865 | 0.2783 | 0.7865 | 0.8869 |
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- | No log | 0.7838 | 58 | 0.7508 | 0.1232 | 0.7508 | 0.8665 |
81
- | No log | 0.8108 | 60 | 0.7151 | 0.1184 | 0.7151 | 0.8456 |
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- | No log | 0.8378 | 62 | 0.7485 | 0.0488 | 0.7485 | 0.8652 |
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- | No log | 0.8649 | 64 | 0.7779 | 0.1299 | 0.7779 | 0.8820 |
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- | No log | 0.8919 | 66 | 0.7353 | 0.1176 | 0.7353 | 0.8575 |
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- | No log | 0.9189 | 68 | 0.7212 | 0.1471 | 0.7212 | 0.8492 |
86
- | No log | 0.9459 | 70 | 0.7197 | 0.1176 | 0.7197 | 0.8484 |
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- | No log | 0.9730 | 72 | 0.8391 | 0.2027 | 0.8391 | 0.9160 |
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- | No log | 1.0 | 74 | 0.9018 | 0.2585 | 0.9018 | 0.9496 |
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- | No log | 1.0270 | 76 | 0.8433 | 0.2408 | 0.8433 | 0.9183 |
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- | No log | 1.0541 | 78 | 0.8266 | 0.2109 | 0.8266 | 0.9092 |
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- | No log | 1.0811 | 80 | 0.7333 | 0.0393 | 0.7333 | 0.8563 |
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- | No log | 1.1081 | 82 | 0.7554 | 0.0393 | 0.7554 | 0.8691 |
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- | No log | 1.1351 | 84 | 0.8557 | 0.0481 | 0.8557 | 0.9250 |
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- | No log | 1.1622 | 86 | 1.0444 | -0.2125 | 1.0444 | 1.0220 |
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- | No log | 1.1892 | 88 | 1.0703 | -0.1993 | 1.0703 | 1.0345 |
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- | No log | 1.2162 | 90 | 0.9120 | -0.0879 | 0.9120 | 0.9550 |
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- | No log | 1.2432 | 92 | 0.7992 | 0.0410 | 0.7992 | 0.8940 |
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- | No log | 1.2703 | 94 | 0.7774 | 0.0725 | 0.7774 | 0.8817 |
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- | No log | 1.2973 | 96 | 0.7842 | 0.1093 | 0.7842 | 0.8855 |
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- | No log | 1.3243 | 98 | 0.7970 | -0.0103 | 0.7970 | 0.8928 |
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- | No log | 1.3514 | 100 | 0.8059 | -0.0149 | 0.8059 | 0.8977 |
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- | No log | 1.3784 | 102 | 0.7954 | 0.1699 | 0.7954 | 0.8919 |
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- | No log | 1.4054 | 104 | 0.7864 | 0.1737 | 0.7864 | 0.8868 |
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- | No log | 1.4324 | 106 | 0.8244 | 0.2456 | 0.8244 | 0.9080 |
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- | No log | 1.4595 | 108 | 0.8789 | 0.0856 | 0.8789 | 0.9375 |
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- | No log | 1.4865 | 110 | 0.9721 | 0.1562 | 0.9721 | 0.9860 |
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- | No log | 1.5135 | 112 | 1.0076 | 0.1536 | 1.0076 | 1.0038 |
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- | No log | 1.5405 | 114 | 0.8919 | 0.2224 | 0.8919 | 0.9444 |
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- | No log | 1.5676 | 116 | 0.8379 | 0.1941 | 0.8379 | 0.9154 |
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- | No log | 1.5946 | 118 | 0.8122 | 0.1263 | 0.8122 | 0.9012 |
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- | No log | 1.6216 | 120 | 0.7933 | 0.1960 | 0.7933 | 0.8907 |
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- | No log | 1.6486 | 122 | 0.7998 | 0.2430 | 0.7998 | 0.8943 |
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- | No log | 1.6757 | 124 | 0.7552 | 0.2308 | 0.7552 | 0.8690 |
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- | No log | 1.7027 | 126 | 0.7084 | 0.1960 | 0.7084 | 0.8417 |
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- | No log | 1.7297 | 128 | 0.6858 | 0.1834 | 0.6858 | 0.8281 |
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- | No log | 1.7568 | 130 | 0.6837 | 0.0283 | 0.6837 | 0.8268 |
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- | No log | 1.7838 | 132 | 0.7083 | 0.0376 | 0.7083 | 0.8416 |
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- | No log | 1.8108 | 134 | 0.7358 | 0.0810 | 0.7358 | 0.8578 |
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- | No log | 1.8378 | 136 | 0.7557 | 0.0408 | 0.7557 | 0.8693 |
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- | No log | 1.8649 | 138 | 0.7611 | 0.1010 | 0.7611 | 0.8724 |
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- | No log | 1.8919 | 140 | 0.7650 | 0.1737 | 0.7650 | 0.8746 |
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- | No log | 1.9189 | 142 | 0.7650 | 0.1393 | 0.7650 | 0.8746 |
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- | No log | 1.9459 | 144 | 0.7612 | 0.0771 | 0.7612 | 0.8725 |
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- | No log | 1.9730 | 146 | 0.7930 | 0.1597 | 0.7930 | 0.8905 |
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- | No log | 2.0 | 148 | 0.7894 | 0.1597 | 0.7894 | 0.8885 |
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- | No log | 2.0270 | 150 | 0.7596 | 0.1393 | 0.7596 | 0.8716 |
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- | No log | 2.0541 | 152 | 0.7801 | 0.1686 | 0.7801 | 0.8832 |
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- | No log | 2.0811 | 154 | 0.7785 | 0.1347 | 0.7785 | 0.8823 |
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- | No log | 2.1081 | 156 | 0.7664 | 0.2480 | 0.7664 | 0.8754 |
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- | No log | 2.1351 | 158 | 0.9060 | 0.3177 | 0.9060 | 0.9518 |
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- | No log | 2.1622 | 160 | 1.0819 | 0.1787 | 1.0819 | 1.0402 |
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- | No log | 2.1892 | 162 | 1.0614 | 0.2108 | 1.0614 | 1.0303 |
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- | No log | 2.2162 | 164 | 0.9353 | 0.2920 | 0.9353 | 0.9671 |
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- | No log | 2.2432 | 166 | 0.8392 | 0.1172 | 0.8392 | 0.9161 |
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- | No log | 2.2703 | 168 | 0.8072 | 0.1136 | 0.8072 | 0.8984 |
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- | No log | 2.2973 | 170 | 0.7877 | 0.0971 | 0.7877 | 0.8875 |
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- | No log | 2.3243 | 172 | 0.7729 | 0.1303 | 0.7729 | 0.8792 |
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- | No log | 2.3514 | 174 | 0.7592 | 0.2237 | 0.7592 | 0.8713 |
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- | No log | 2.3784 | 176 | 0.7517 | 0.2237 | 0.7517 | 0.8670 |
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- | No log | 2.4054 | 178 | 0.7459 | 0.2181 | 0.7459 | 0.8636 |
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- | No log | 2.4324 | 180 | 0.7687 | 0.1942 | 0.7687 | 0.8768 |
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- | No log | 2.4595 | 182 | 0.8116 | 0.1597 | 0.8116 | 0.9009 |
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- | No log | 2.4865 | 184 | 0.9024 | 0.2853 | 0.9024 | 0.9500 |
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- | No log | 2.5135 | 186 | 0.9362 | 0.2760 | 0.9362 | 0.9676 |
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- | No log | 2.5405 | 188 | 0.8652 | 0.2763 | 0.8652 | 0.9302 |
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- | No log | 2.5676 | 190 | 0.7991 | 0.3087 | 0.7991 | 0.8939 |
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- | No log | 2.5946 | 192 | 0.7252 | 0.3860 | 0.7252 | 0.8516 |
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- | No log | 2.6216 | 194 | 0.7070 | 0.4068 | 0.7070 | 0.8409 |
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- | No log | 2.6486 | 196 | 0.7078 | 0.4407 | 0.7078 | 0.8413 |
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- | No log | 2.6757 | 198 | 0.6958 | 0.3762 | 0.6958 | 0.8342 |
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- | No log | 2.7027 | 200 | 0.6865 | 0.2090 | 0.6865 | 0.8286 |
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- | No log | 2.7297 | 202 | 0.6866 | 0.2806 | 0.6866 | 0.8286 |
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- | No log | 2.7568 | 204 | 0.7094 | 0.4126 | 0.7094 | 0.8422 |
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- | No log | 2.7838 | 206 | 0.7886 | 0.3487 | 0.7886 | 0.8881 |
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- | No log | 2.8108 | 208 | 0.7791 | 0.3157 | 0.7791 | 0.8827 |
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- | No log | 2.8378 | 210 | 0.7144 | 0.4249 | 0.7144 | 0.8452 |
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- | No log | 2.8649 | 212 | 0.6830 | 0.3060 | 0.6830 | 0.8264 |
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- | No log | 2.8919 | 214 | 0.6941 | 0.3859 | 0.6941 | 0.8332 |
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- | No log | 2.9189 | 216 | 0.7487 | 0.4139 | 0.7487 | 0.8652 |
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- | No log | 2.9459 | 218 | 0.9299 | 0.3287 | 0.9299 | 0.9643 |
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- | No log | 2.9730 | 220 | 1.0235 | 0.3206 | 1.0235 | 1.0117 |
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- | No log | 3.0 | 222 | 0.9575 | 0.3323 | 0.9575 | 0.9785 |
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- | No log | 3.0270 | 224 | 0.8443 | 0.3376 | 0.8443 | 0.9188 |
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- | No log | 3.0541 | 226 | 0.7650 | 0.3060 | 0.7650 | 0.8747 |
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- | No log | 3.0811 | 228 | 0.7355 | 0.2837 | 0.7355 | 0.8576 |
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- | No log | 3.1081 | 230 | 0.7198 | 0.2509 | 0.7198 | 0.8484 |
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- | No log | 3.1351 | 232 | 0.7211 | 0.2607 | 0.7211 | 0.8492 |
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- | No log | 3.1622 | 234 | 0.7442 | 0.2193 | 0.7442 | 0.8627 |
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- | No log | 3.1892 | 236 | 0.8124 | 0.2204 | 0.8124 | 0.9013 |
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- | No log | 3.2162 | 238 | 0.8872 | 0.0864 | 0.8872 | 0.9419 |
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- | No log | 3.2432 | 240 | 0.9108 | 0.0868 | 0.9108 | 0.9544 |
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- | No log | 3.2703 | 242 | 0.8822 | 0.0818 | 0.8822 | 0.9393 |
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- | No log | 3.2973 | 244 | 0.8559 | 0.1695 | 0.8559 | 0.9252 |
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- | No log | 3.3243 | 246 | 0.8625 | 0.1331 | 0.8625 | 0.9287 |
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- | No log | 3.3514 | 248 | 0.8273 | 0.1216 | 0.8273 | 0.9095 |
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- | No log | 3.3784 | 250 | 0.7852 | 0.1567 | 0.7852 | 0.8861 |
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- | No log | 3.4054 | 252 | 0.7824 | 0.2193 | 0.7824 | 0.8845 |
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- | No log | 3.4324 | 254 | 0.7967 | 0.2182 | 0.7967 | 0.8926 |
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- | No log | 3.4595 | 256 | 0.8003 | 0.3097 | 0.8003 | 0.8946 |
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- | No log | 3.4865 | 258 | 0.7861 | 0.2171 | 0.7861 | 0.8866 |
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- | No log | 3.5135 | 260 | 0.7593 | 0.2746 | 0.7593 | 0.8714 |
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- | No log | 3.5405 | 262 | 0.7539 | 0.2043 | 0.7539 | 0.8683 |
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- | No log | 3.5676 | 264 | 0.7620 | 0.1686 | 0.7620 | 0.8729 |
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- | No log | 3.5946 | 266 | 0.7812 | 0.1636 | 0.7812 | 0.8838 |
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- | No log | 3.6216 | 268 | 0.7835 | 0.1673 | 0.7835 | 0.8852 |
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- | No log | 3.6486 | 270 | 0.7935 | 0.2193 | 0.7935 | 0.8908 |
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- | No log | 3.6757 | 272 | 0.8860 | 0.3227 | 0.8860 | 0.9413 |
188
- | No log | 3.7027 | 274 | 0.9781 | 0.2555 | 0.9781 | 0.9890 |
189
- | No log | 3.7297 | 276 | 0.9871 | 0.2826 | 0.9871 | 0.9935 |
190
- | No log | 3.7568 | 278 | 0.8903 | 0.3676 | 0.8903 | 0.9436 |
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- | No log | 3.7838 | 280 | 0.7953 | 0.3277 | 0.7953 | 0.8918 |
192
- | No log | 3.8108 | 282 | 0.7399 | 0.2712 | 0.7399 | 0.8602 |
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- | No log | 3.8378 | 284 | 0.7203 | 0.2004 | 0.7203 | 0.8487 |
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- | No log | 3.8649 | 286 | 0.7153 | 0.2404 | 0.7153 | 0.8457 |
195
- | No log | 3.8919 | 288 | 0.7394 | 0.2958 | 0.7394 | 0.8599 |
196
- | No log | 3.9189 | 290 | 0.7978 | 0.2977 | 0.7978 | 0.8932 |
197
- | No log | 3.9459 | 292 | 0.8298 | 0.2945 | 0.8298 | 0.9109 |
198
- | No log | 3.9730 | 294 | 0.8097 | 0.2401 | 0.8097 | 0.8999 |
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- | No log | 4.0 | 296 | 0.8280 | 0.2104 | 0.8280 | 0.9099 |
200
- | No log | 4.0270 | 298 | 0.8668 | 0.2104 | 0.8668 | 0.9310 |
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- | No log | 4.0541 | 300 | 0.8725 | 0.1801 | 0.8725 | 0.9341 |
202
- | No log | 4.0811 | 302 | 0.8561 | 0.2362 | 0.8561 | 0.9252 |
203
- | No log | 4.1081 | 304 | 0.8902 | 0.2013 | 0.8902 | 0.9435 |
204
- | No log | 4.1351 | 306 | 0.9213 | 0.2597 | 0.9213 | 0.9599 |
205
- | No log | 4.1622 | 308 | 0.9260 | 0.2624 | 0.9260 | 0.9623 |
206
- | No log | 4.1892 | 310 | 0.9675 | 0.2958 | 0.9675 | 0.9836 |
207
- | No log | 4.2162 | 312 | 0.9889 | 0.2784 | 0.9889 | 0.9944 |
208
- | No log | 4.2432 | 314 | 0.9183 | 0.2310 | 0.9183 | 0.9583 |
209
- | No log | 4.2703 | 316 | 0.8636 | 0.2342 | 0.8636 | 0.9293 |
210
- | No log | 4.2973 | 318 | 0.8421 | 0.2484 | 0.8421 | 0.9176 |
211
- | No log | 4.3243 | 320 | 0.7840 | 0.2342 | 0.7840 | 0.8855 |
212
- | No log | 4.3514 | 322 | 0.7399 | 0.1627 | 0.7399 | 0.8602 |
213
- | No log | 4.3784 | 324 | 0.7206 | 0.2687 | 0.7206 | 0.8489 |
214
- | No log | 4.4054 | 326 | 0.7194 | 0.4295 | 0.7194 | 0.8482 |
215
- | No log | 4.4324 | 328 | 0.7155 | 0.4315 | 0.7155 | 0.8459 |
216
- | No log | 4.4595 | 330 | 0.7268 | 0.3214 | 0.7268 | 0.8525 |
217
- | No log | 4.4865 | 332 | 0.7484 | 0.3302 | 0.7484 | 0.8651 |
218
- | No log | 4.5135 | 334 | 0.7389 | 0.3302 | 0.7389 | 0.8596 |
219
- | No log | 4.5405 | 336 | 0.7315 | 0.3902 | 0.7315 | 0.8553 |
220
- | No log | 4.5676 | 338 | 0.7446 | 0.3051 | 0.7446 | 0.8629 |
221
- | No log | 4.5946 | 340 | 0.7785 | 0.3215 | 0.7785 | 0.8823 |
222
- | No log | 4.6216 | 342 | 0.7816 | 0.2984 | 0.7816 | 0.8841 |
223
- | No log | 4.6486 | 344 | 0.7689 | 0.2469 | 0.7689 | 0.8769 |
224
- | No log | 4.6757 | 346 | 0.7159 | 0.2768 | 0.7159 | 0.8461 |
225
- | No log | 4.7027 | 348 | 0.6762 | 0.3160 | 0.6762 | 0.8223 |
226
- | No log | 4.7297 | 350 | 0.6719 | 0.4147 | 0.6719 | 0.8197 |
227
- | No log | 4.7568 | 352 | 0.6561 | 0.3937 | 0.6561 | 0.8100 |
228
- | No log | 4.7838 | 354 | 0.6344 | 0.3691 | 0.6344 | 0.7965 |
229
- | No log | 4.8108 | 356 | 0.6248 | 0.4343 | 0.6248 | 0.7904 |
230
- | No log | 4.8378 | 358 | 0.6181 | 0.3667 | 0.6181 | 0.7862 |
231
- | No log | 4.8649 | 360 | 0.6092 | 0.4222 | 0.6092 | 0.7805 |
232
- | No log | 4.8919 | 362 | 0.6125 | 0.4029 | 0.6125 | 0.7826 |
233
- | No log | 4.9189 | 364 | 0.6236 | 0.4253 | 0.6236 | 0.7897 |
234
- | No log | 4.9459 | 366 | 0.6456 | 0.3946 | 0.6456 | 0.8035 |
235
- | No log | 4.9730 | 368 | 0.6440 | 0.4715 | 0.6440 | 0.8025 |
236
- | No log | 5.0 | 370 | 0.6786 | 0.4336 | 0.6786 | 0.8238 |
237
- | No log | 5.0270 | 372 | 0.7691 | 0.4012 | 0.7691 | 0.8770 |
238
- | No log | 5.0541 | 374 | 0.7819 | 0.4012 | 0.7819 | 0.8843 |
239
- | No log | 5.0811 | 376 | 0.7598 | 0.4371 | 0.7598 | 0.8717 |
240
- | No log | 5.1081 | 378 | 0.7081 | 0.4201 | 0.7081 | 0.8415 |
241
- | No log | 5.1351 | 380 | 0.6958 | 0.3239 | 0.6958 | 0.8342 |
242
- | No log | 5.1622 | 382 | 0.6966 | 0.3561 | 0.6966 | 0.8346 |
243
- | No log | 5.1892 | 384 | 0.7035 | 0.3457 | 0.7035 | 0.8387 |
244
- | No log | 5.2162 | 386 | 0.6837 | 0.3492 | 0.6837 | 0.8268 |
245
- | No log | 5.2432 | 388 | 0.6892 | 0.4125 | 0.6892 | 0.8302 |
246
- | No log | 5.2703 | 390 | 0.7070 | 0.4473 | 0.7070 | 0.8408 |
247
- | No log | 5.2973 | 392 | 0.6890 | 0.4856 | 0.6890 | 0.8301 |
248
- | No log | 5.3243 | 394 | 0.6970 | 0.4342 | 0.6969 | 0.8348 |
249
- | No log | 5.3514 | 396 | 0.7184 | 0.3769 | 0.7184 | 0.8476 |
250
- | No log | 5.3784 | 398 | 0.7439 | 0.3465 | 0.7439 | 0.8625 |
251
- | No log | 5.4054 | 400 | 0.7535 | 0.3408 | 0.7535 | 0.8680 |
252
- | No log | 5.4324 | 402 | 0.7494 | 0.3144 | 0.7494 | 0.8657 |
253
- | No log | 5.4595 | 404 | 0.7474 | 0.2872 | 0.7474 | 0.8645 |
254
- | No log | 5.4865 | 406 | 0.7656 | 0.1970 | 0.7656 | 0.8750 |
255
- | No log | 5.5135 | 408 | 0.7822 | 0.1624 | 0.7822 | 0.8844 |
256
- | No log | 5.5405 | 410 | 0.7978 | 0.1624 | 0.7978 | 0.8932 |
257
- | No log | 5.5676 | 412 | 0.7906 | 0.1624 | 0.7906 | 0.8892 |
258
- | No log | 5.5946 | 414 | 0.7653 | 0.1661 | 0.7653 | 0.8748 |
259
- | No log | 5.6216 | 416 | 0.7555 | 0.2118 | 0.7555 | 0.8692 |
260
- | No log | 5.6486 | 418 | 0.8194 | 0.2424 | 0.8194 | 0.9052 |
261
- | No log | 5.6757 | 420 | 0.8355 | 0.2424 | 0.8355 | 0.9140 |
262
- | No log | 5.7027 | 422 | 0.8023 | 0.2141 | 0.8023 | 0.8957 |
263
- | No log | 5.7297 | 424 | 0.7909 | 0.1325 | 0.7909 | 0.8893 |
264
- | No log | 5.7568 | 426 | 0.8234 | 0.1624 | 0.8234 | 0.9074 |
265
- | No log | 5.7838 | 428 | 0.8497 | 0.1624 | 0.8497 | 0.9218 |
266
- | No log | 5.8108 | 430 | 0.8540 | 0.1624 | 0.8540 | 0.9241 |
267
- | No log | 5.8378 | 432 | 0.8055 | 0.1624 | 0.8055 | 0.8975 |
268
- | No log | 5.8649 | 434 | 0.7864 | 0.0654 | 0.7864 | 0.8868 |
269
- | No log | 5.8919 | 436 | 0.7837 | 0.0336 | 0.7837 | 0.8853 |
270
- | No log | 5.9189 | 438 | 0.7879 | 0.1289 | 0.7879 | 0.8876 |
271
- | No log | 5.9459 | 440 | 0.8252 | 0.3085 | 0.8252 | 0.9084 |
272
- | No log | 5.9730 | 442 | 0.8883 | 0.3121 | 0.8883 | 0.9425 |
273
- | No log | 6.0 | 444 | 0.9086 | 0.3121 | 0.9086 | 0.9532 |
274
- | No log | 6.0270 | 446 | 0.8948 | 0.3121 | 0.8948 | 0.9459 |
275
- | No log | 6.0541 | 448 | 0.8246 | 0.2040 | 0.8246 | 0.9081 |
276
- | No log | 6.0811 | 450 | 0.7802 | 0.1336 | 0.7802 | 0.8833 |
277
- | No log | 6.1081 | 452 | 0.7799 | 0.1729 | 0.7799 | 0.8831 |
278
- | No log | 6.1351 | 454 | 0.7791 | 0.2434 | 0.7791 | 0.8827 |
279
- | No log | 6.1622 | 456 | 0.7653 | 0.1397 | 0.7653 | 0.8748 |
280
- | No log | 6.1892 | 458 | 0.7609 | 0.1331 | 0.7609 | 0.8723 |
281
- | No log | 6.2162 | 460 | 0.7801 | 0.2561 | 0.7801 | 0.8832 |
282
- | No log | 6.2432 | 462 | 0.7802 | 0.2843 | 0.7802 | 0.8833 |
283
- | No log | 6.2703 | 464 | 0.7564 | 0.2690 | 0.7564 | 0.8697 |
284
- | No log | 6.2973 | 466 | 0.7266 | 0.2247 | 0.7266 | 0.8524 |
285
- | No log | 6.3243 | 468 | 0.7269 | 0.3201 | 0.7269 | 0.8526 |
286
- | No log | 6.3514 | 470 | 0.7776 | 0.2964 | 0.7776 | 0.8818 |
287
- | No log | 6.3784 | 472 | 0.8296 | 0.3350 | 0.8296 | 0.9108 |
288
- | No log | 6.4054 | 474 | 0.8359 | 0.3315 | 0.8359 | 0.9143 |
289
- | No log | 6.4324 | 476 | 0.8514 | 0.3280 | 0.8514 | 0.9227 |
290
- | No log | 6.4595 | 478 | 0.7839 | 0.3717 | 0.7839 | 0.8854 |
291
- | No log | 6.4865 | 480 | 0.7683 | 0.3717 | 0.7683 | 0.8765 |
292
- | No log | 6.5135 | 482 | 0.7547 | 0.3916 | 0.7547 | 0.8688 |
293
- | No log | 6.5405 | 484 | 0.7125 | 0.3988 | 0.7125 | 0.8441 |
294
- | No log | 6.5676 | 486 | 0.6817 | 0.3994 | 0.6817 | 0.8256 |
295
- | No log | 6.5946 | 488 | 0.6829 | 0.3784 | 0.6829 | 0.8264 |
296
- | No log | 6.6216 | 490 | 0.6815 | 0.3831 | 0.6815 | 0.8255 |
297
- | No log | 6.6486 | 492 | 0.6811 | 0.3831 | 0.6811 | 0.8253 |
298
- | No log | 6.6757 | 494 | 0.7017 | 0.3988 | 0.7017 | 0.8377 |
299
- | No log | 6.7027 | 496 | 0.6990 | 0.3988 | 0.6990 | 0.8361 |
300
- | No log | 6.7297 | 498 | 0.6938 | 0.4261 | 0.6938 | 0.8330 |
301
- | 0.3669 | 6.7568 | 500 | 0.6949 | 0.4406 | 0.6949 | 0.8336 |
302
- | 0.3669 | 6.7838 | 502 | 0.7142 | 0.4230 | 0.7142 | 0.8451 |
303
- | 0.3669 | 6.8108 | 504 | 0.7919 | 0.3538 | 0.7919 | 0.8899 |
304
- | 0.3669 | 6.8378 | 506 | 0.8158 | 0.3105 | 0.8158 | 0.9032 |
305
- | 0.3669 | 6.8649 | 508 | 0.7487 | 0.3849 | 0.7487 | 0.8653 |
306
- | 0.3669 | 6.8919 | 510 | 0.6741 | 0.3761 | 0.6741 | 0.8210 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_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_run2_AugV5_k14_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: 0.7925
19
+ - Qwk: 0.2072
20
+ - Mse: 0.7925
21
+ - Rmse: 0.8902
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 2.6449 | -0.0729 | 2.6449 | 1.6263 |
53
+ | No log | 0.0571 | 4 | 1.3553 | 0.0183 | 1.3553 | 1.1642 |
54
+ | No log | 0.0857 | 6 | 1.1217 | -0.1787 | 1.1217 | 1.0591 |
55
+ | No log | 0.1143 | 8 | 1.2938 | -0.1356 | 1.2938 | 1.1375 |
56
+ | No log | 0.1429 | 10 | 1.3745 | -0.1005 | 1.3745 | 1.1724 |
57
+ | No log | 0.1714 | 12 | 1.4500 | -0.1559 | 1.4500 | 1.2042 |
58
+ | No log | 0.2 | 14 | 1.6186 | -0.2185 | 1.6186 | 1.2722 |
59
+ | No log | 0.2286 | 16 | 1.8460 | -0.0673 | 1.8460 | 1.3587 |
60
+ | No log | 0.2571 | 18 | 1.4800 | -0.1078 | 1.4800 | 1.2165 |
61
+ | No log | 0.2857 | 20 | 1.4701 | -0.1183 | 1.4701 | 1.2125 |
62
+ | No log | 0.3143 | 22 | 1.3811 | -0.1788 | 1.3811 | 1.1752 |
63
+ | No log | 0.3429 | 24 | 1.2809 | -0.1101 | 1.2809 | 1.1318 |
64
+ | No log | 0.3714 | 26 | 1.2461 | -0.1823 | 1.2461 | 1.1163 |
65
+ | No log | 0.4 | 28 | 1.2604 | -0.2080 | 1.2604 | 1.1227 |
66
+ | No log | 0.4286 | 30 | 1.3035 | -0.1726 | 1.3035 | 1.1417 |
67
+ | No log | 0.4571 | 32 | 1.2663 | -0.2080 | 1.2663 | 1.1253 |
68
+ | No log | 0.4857 | 34 | 1.1786 | -0.0712 | 1.1786 | 1.0856 |
69
+ | No log | 0.5143 | 36 | 1.1819 | 0.0560 | 1.1819 | 1.0871 |
70
+ | No log | 0.5429 | 38 | 1.1664 | 0.0560 | 1.1664 | 1.0800 |
71
+ | No log | 0.5714 | 40 | 1.3699 | -0.1305 | 1.3699 | 1.1704 |
72
+ | No log | 0.6 | 42 | 1.4526 | -0.0599 | 1.4526 | 1.2052 |
73
+ | No log | 0.6286 | 44 | 1.1550 | 0.0331 | 1.1550 | 1.0747 |
74
+ | No log | 0.6571 | 46 | 1.0476 | 0.0702 | 1.0476 | 1.0235 |
75
+ | No log | 0.6857 | 48 | 1.0382 | 0.0980 | 1.0382 | 1.0189 |
76
+ | No log | 0.7143 | 50 | 1.0483 | -0.0041 | 1.0483 | 1.0239 |
77
+ | No log | 0.7429 | 52 | 1.1908 | 0.0305 | 1.1908 | 1.0912 |
78
+ | No log | 0.7714 | 54 | 1.2813 | -0.1023 | 1.2813 | 1.1319 |
79
+ | No log | 0.8 | 56 | 1.5453 | -0.1470 | 1.5453 | 1.2431 |
80
+ | No log | 0.8286 | 58 | 1.3789 | -0.1065 | 1.3789 | 1.1743 |
81
+ | No log | 0.8571 | 60 | 1.0955 | 0.0685 | 1.0955 | 1.0467 |
82
+ | No log | 0.8857 | 62 | 1.0260 | 0.0835 | 1.0260 | 1.0129 |
83
+ | No log | 0.9143 | 64 | 0.9556 | 0.0200 | 0.9556 | 0.9775 |
84
+ | No log | 0.9429 | 66 | 0.9263 | -0.0192 | 0.9263 | 0.9624 |
85
+ | No log | 0.9714 | 68 | 0.9157 | 0.1646 | 0.9157 | 0.9569 |
86
+ | No log | 1.0 | 70 | 0.9525 | 0.0748 | 0.9525 | 0.9760 |
87
+ | No log | 1.0286 | 72 | 0.9687 | 0.1174 | 0.9687 | 0.9842 |
88
+ | No log | 1.0571 | 74 | 0.9931 | 0.1538 | 0.9931 | 0.9965 |
89
+ | No log | 1.0857 | 76 | 1.0138 | 0.1247 | 1.0138 | 1.0069 |
90
+ | No log | 1.1143 | 78 | 1.0940 | 0.0941 | 1.0940 | 1.0459 |
91
+ | No log | 1.1429 | 80 | 1.0835 | 0.0277 | 1.0835 | 1.0409 |
92
+ | No log | 1.1714 | 82 | 1.0510 | 0.1247 | 1.0510 | 1.0252 |
93
+ | No log | 1.2 | 84 | 1.0498 | 0.0839 | 1.0498 | 1.0246 |
94
+ | No log | 1.2286 | 86 | 1.0894 | 0.0627 | 1.0894 | 1.0437 |
95
+ | No log | 1.2571 | 88 | 1.0121 | 0.0485 | 1.0121 | 1.0061 |
96
+ | No log | 1.2857 | 90 | 0.9790 | 0.1906 | 0.9790 | 0.9894 |
97
+ | No log | 1.3143 | 92 | 1.0026 | 0.2007 | 1.0026 | 1.0013 |
98
+ | No log | 1.3429 | 94 | 0.9677 | 0.2352 | 0.9677 | 0.9837 |
99
+ | No log | 1.3714 | 96 | 0.9206 | 0.2373 | 0.9206 | 0.9595 |
100
+ | No log | 1.4 | 98 | 0.8571 | 0.2110 | 0.8571 | 0.9258 |
101
+ | No log | 1.4286 | 100 | 0.8873 | 0.1693 | 0.8873 | 0.9420 |
102
+ | No log | 1.4571 | 102 | 0.9514 | 0.2419 | 0.9514 | 0.9754 |
103
+ | No log | 1.4857 | 104 | 0.9748 | 0.2074 | 0.9748 | 0.9873 |
104
+ | No log | 1.5143 | 106 | 0.9827 | 0.1130 | 0.9827 | 0.9913 |
105
+ | No log | 1.5429 | 108 | 1.0052 | 0.1337 | 1.0052 | 1.0026 |
106
+ | No log | 1.5714 | 110 | 1.0669 | 0.1720 | 1.0669 | 1.0329 |
107
+ | No log | 1.6 | 112 | 1.0598 | 0.2218 | 1.0598 | 1.0295 |
108
+ | No log | 1.6286 | 114 | 1.1875 | 0.1803 | 1.1875 | 1.0897 |
109
+ | No log | 1.6571 | 116 | 1.4992 | 0.1193 | 1.4992 | 1.2244 |
110
+ | No log | 1.6857 | 118 | 1.4485 | 0.0816 | 1.4485 | 1.2035 |
111
+ | No log | 1.7143 | 120 | 1.1269 | 0.1301 | 1.1269 | 1.0615 |
112
+ | No log | 1.7429 | 122 | 1.0240 | 0.1541 | 1.0240 | 1.0119 |
113
+ | No log | 1.7714 | 124 | 1.0472 | 0.0893 | 1.0472 | 1.0233 |
114
+ | No log | 1.8 | 126 | 1.0703 | 0.0538 | 1.0703 | 1.0345 |
115
+ | No log | 1.8286 | 128 | 1.0810 | 0.1489 | 1.0810 | 1.0397 |
116
+ | No log | 1.8571 | 130 | 1.0434 | 0.1611 | 1.0434 | 1.0215 |
117
+ | No log | 1.8857 | 132 | 0.9868 | 0.2310 | 0.9868 | 0.9934 |
118
+ | No log | 1.9143 | 134 | 0.9534 | 0.2513 | 0.9534 | 0.9764 |
119
+ | No log | 1.9429 | 136 | 0.9494 | 0.0459 | 0.9494 | 0.9744 |
120
+ | No log | 1.9714 | 138 | 0.9440 | 0.1170 | 0.9440 | 0.9716 |
121
+ | No log | 2.0 | 140 | 0.9435 | 0.2484 | 0.9435 | 0.9714 |
122
+ | No log | 2.0286 | 142 | 0.9551 | 0.0973 | 0.9551 | 0.9773 |
123
+ | No log | 2.0571 | 144 | 1.0035 | 0.1174 | 1.0035 | 1.0018 |
124
+ | No log | 2.0857 | 146 | 1.0983 | 0.0284 | 1.0983 | 1.0480 |
125
+ | No log | 2.1143 | 148 | 1.0765 | 0.1239 | 1.0765 | 1.0375 |
126
+ | No log | 2.1429 | 150 | 1.1349 | 0.0918 | 1.1349 | 1.0653 |
127
+ | No log | 2.1714 | 152 | 1.2566 | 0.1003 | 1.2566 | 1.1210 |
128
+ | No log | 2.2 | 154 | 1.2395 | 0.0529 | 1.2395 | 1.1133 |
129
+ | No log | 2.2286 | 156 | 1.2399 | 0.0797 | 1.2399 | 1.1135 |
130
+ | No log | 2.2571 | 158 | 1.1999 | 0.0591 | 1.1999 | 1.0954 |
131
+ | No log | 2.2857 | 160 | 1.2527 | 0.0542 | 1.2527 | 1.1192 |
132
+ | No log | 2.3143 | 162 | 1.1737 | 0.1693 | 1.1737 | 1.0834 |
133
+ | No log | 2.3429 | 164 | 1.1423 | -0.0232 | 1.1423 | 1.0688 |
134
+ | No log | 2.3714 | 166 | 1.1337 | 0.0893 | 1.1337 | 1.0648 |
135
+ | No log | 2.4 | 168 | 1.1652 | 0.2132 | 1.1652 | 1.0794 |
136
+ | No log | 2.4286 | 170 | 1.1098 | 0.2276 | 1.1098 | 1.0535 |
137
+ | No log | 2.4571 | 172 | 1.2162 | 0.1233 | 1.2162 | 1.1028 |
138
+ | No log | 2.4857 | 174 | 1.2745 | 0.0790 | 1.2745 | 1.1289 |
139
+ | No log | 2.5143 | 176 | 1.0790 | 0.0960 | 1.0790 | 1.0388 |
140
+ | No log | 2.5429 | 178 | 1.0091 | 0.2606 | 1.0091 | 1.0045 |
141
+ | No log | 2.5714 | 180 | 1.0163 | 0.2606 | 1.0163 | 1.0081 |
142
+ | No log | 2.6 | 182 | 1.0004 | 0.1531 | 1.0004 | 1.0002 |
143
+ | No log | 2.6286 | 184 | 1.0238 | 0.2801 | 1.0238 | 1.0118 |
144
+ | No log | 2.6571 | 186 | 1.0246 | 0.2747 | 1.0246 | 1.0122 |
145
+ | No log | 2.6857 | 188 | 1.0216 | 0.2429 | 1.0216 | 1.0107 |
146
+ | No log | 2.7143 | 190 | 1.0121 | 0.1162 | 1.0121 | 1.0060 |
147
+ | No log | 2.7429 | 192 | 1.0107 | 0.0960 | 1.0107 | 1.0054 |
148
+ | No log | 2.7714 | 194 | 0.9992 | 0.1959 | 0.9992 | 0.9996 |
149
+ | No log | 2.8 | 196 | 1.0426 | 0.2369 | 1.0426 | 1.0211 |
150
+ | No log | 2.8286 | 198 | 1.0097 | 0.2241 | 1.0097 | 1.0048 |
151
+ | No log | 2.8571 | 200 | 1.0126 | 0.2501 | 1.0126 | 1.0063 |
152
+ | No log | 2.8857 | 202 | 1.0432 | 0.2699 | 1.0432 | 1.0214 |
153
+ | No log | 2.9143 | 204 | 0.9393 | 0.2455 | 0.9393 | 0.9692 |
154
+ | No log | 2.9429 | 206 | 0.9074 | 0.2465 | 0.9074 | 0.9526 |
155
+ | No log | 2.9714 | 208 | 0.8959 | 0.2465 | 0.8959 | 0.9465 |
156
+ | No log | 3.0 | 210 | 0.8997 | 0.1950 | 0.8997 | 0.9485 |
157
+ | No log | 3.0286 | 212 | 0.8895 | 0.1846 | 0.8895 | 0.9431 |
158
+ | No log | 3.0571 | 214 | 0.8929 | 0.2688 | 0.8929 | 0.9449 |
159
+ | No log | 3.0857 | 216 | 0.9161 | 0.1833 | 0.9161 | 0.9571 |
160
+ | No log | 3.1143 | 218 | 0.9583 | 0.1840 | 0.9583 | 0.9789 |
161
+ | No log | 3.1429 | 220 | 0.9324 | 0.2739 | 0.9324 | 0.9656 |
162
+ | No log | 3.1714 | 222 | 0.9090 | 0.2504 | 0.9090 | 0.9534 |
163
+ | No log | 3.2 | 224 | 0.9332 | 0.2455 | 0.9332 | 0.9660 |
164
+ | No log | 3.2286 | 226 | 0.9485 | 0.2455 | 0.9485 | 0.9739 |
165
+ | No log | 3.2571 | 228 | 0.9472 | 0.2433 | 0.9472 | 0.9733 |
166
+ | No log | 3.2857 | 230 | 0.9693 | 0.2360 | 0.9693 | 0.9845 |
167
+ | No log | 3.3143 | 232 | 0.9776 | 0.2360 | 0.9776 | 0.9888 |
168
+ | No log | 3.3429 | 234 | 0.9704 | 0.2478 | 0.9704 | 0.9851 |
169
+ | No log | 3.3714 | 236 | 0.9814 | 0.1935 | 0.9814 | 0.9907 |
170
+ | No log | 3.4 | 238 | 1.0198 | 0.1619 | 1.0198 | 1.0098 |
171
+ | No log | 3.4286 | 240 | 0.9580 | 0.2400 | 0.9580 | 0.9788 |
172
+ | No log | 3.4571 | 242 | 0.9488 | 0.2036 | 0.9488 | 0.9740 |
173
+ | No log | 3.4857 | 244 | 0.9623 | 0.2400 | 0.9623 | 0.9809 |
174
+ | No log | 3.5143 | 246 | 1.0047 | 0.1597 | 1.0047 | 1.0023 |
175
+ | No log | 3.5429 | 248 | 1.0050 | 0.1597 | 1.0050 | 1.0025 |
176
+ | No log | 3.5714 | 250 | 1.0000 | 0.2114 | 1.0000 | 1.0000 |
177
+ | No log | 3.6 | 252 | 1.0298 | 0.1803 | 1.0298 | 1.0148 |
178
+ | No log | 3.6286 | 254 | 1.0196 | 0.0703 | 1.0196 | 1.0097 |
179
+ | No log | 3.6571 | 256 | 0.9329 | 0.2377 | 0.9329 | 0.9658 |
180
+ | No log | 3.6857 | 258 | 0.8942 | 0.2377 | 0.8942 | 0.9456 |
181
+ | No log | 3.7143 | 260 | 0.8847 | 0.3068 | 0.8847 | 0.9406 |
182
+ | No log | 3.7429 | 262 | 0.8316 | 0.3285 | 0.8316 | 0.9119 |
183
+ | No log | 3.7714 | 264 | 0.8246 | 0.3386 | 0.8246 | 0.9081 |
184
+ | No log | 3.8 | 266 | 0.8205 | 0.3409 | 0.8205 | 0.9058 |
185
+ | No log | 3.8286 | 268 | 0.8418 | 0.3470 | 0.8418 | 0.9175 |
186
+ | No log | 3.8571 | 270 | 0.8661 | 0.3531 | 0.8661 | 0.9307 |
187
+ | No log | 3.8857 | 272 | 0.8411 | 0.3470 | 0.8411 | 0.9171 |
188
+ | No log | 3.9143 | 274 | 0.8592 | 0.3643 | 0.8592 | 0.9269 |
189
+ | No log | 3.9429 | 276 | 0.9059 | 0.2131 | 0.9059 | 0.9518 |
190
+ | No log | 3.9714 | 278 | 0.8590 | 0.3003 | 0.8590 | 0.9268 |
191
+ | No log | 4.0 | 280 | 0.8117 | 0.3363 | 0.8117 | 0.9009 |
192
+ | No log | 4.0286 | 282 | 0.7950 | 0.3724 | 0.7950 | 0.8916 |
193
+ | No log | 4.0571 | 284 | 0.7904 | 0.4137 | 0.7904 | 0.8891 |
194
+ | No log | 4.0857 | 286 | 0.8505 | 0.2635 | 0.8505 | 0.9222 |
195
+ | No log | 4.1143 | 288 | 0.9203 | 0.2732 | 0.9203 | 0.9593 |
196
+ | No log | 4.1429 | 290 | 0.8859 | 0.3096 | 0.8859 | 0.9412 |
197
+ | No log | 4.1714 | 292 | 0.8140 | 0.3277 | 0.8140 | 0.9022 |
198
+ | No log | 4.2 | 294 | 0.8053 | 0.3277 | 0.8053 | 0.8974 |
199
+ | No log | 4.2286 | 296 | 0.8313 | 0.3562 | 0.8313 | 0.9117 |
200
+ | No log | 4.2571 | 298 | 0.8447 | 0.3501 | 0.8447 | 0.9191 |
201
+ | No log | 4.2857 | 300 | 0.8635 | 0.3027 | 0.8635 | 0.9292 |
202
+ | No log | 4.3143 | 302 | 0.7984 | 0.2744 | 0.7984 | 0.8935 |
203
+ | No log | 4.3429 | 304 | 0.7951 | 0.2827 | 0.7951 | 0.8917 |
204
+ | No log | 4.3714 | 306 | 0.8190 | 0.3161 | 0.8190 | 0.9050 |
205
+ | No log | 4.4 | 308 | 0.8224 | 0.2827 | 0.8224 | 0.9068 |
206
+ | No log | 4.4286 | 310 | 0.8512 | 0.2926 | 0.8512 | 0.9226 |
207
+ | No log | 4.4571 | 312 | 0.8561 | 0.3232 | 0.8561 | 0.9253 |
208
+ | No log | 4.4857 | 314 | 0.9262 | 0.2759 | 0.9262 | 0.9624 |
209
+ | No log | 4.5143 | 316 | 0.9233 | 0.2759 | 0.9233 | 0.9609 |
210
+ | No log | 4.5429 | 318 | 0.8667 | 0.3175 | 0.8667 | 0.9310 |
211
+ | No log | 4.5714 | 320 | 0.8839 | 0.3021 | 0.8839 | 0.9402 |
212
+ | No log | 4.6 | 322 | 0.8559 | 0.3243 | 0.8559 | 0.9252 |
213
+ | No log | 4.6286 | 324 | 0.8331 | 0.3674 | 0.8331 | 0.9127 |
214
+ | No log | 4.6571 | 326 | 0.8798 | 0.3916 | 0.8798 | 0.9380 |
215
+ | No log | 4.6857 | 328 | 0.8216 | 0.3705 | 0.8216 | 0.9064 |
216
+ | No log | 4.7143 | 330 | 0.7837 | 0.3467 | 0.7837 | 0.8853 |
217
+ | No log | 4.7429 | 332 | 0.7924 | 0.3768 | 0.7924 | 0.8902 |
218
+ | No log | 4.7714 | 334 | 0.8502 | 0.3851 | 0.8502 | 0.9221 |
219
+ | No log | 4.8 | 336 | 0.8747 | 0.3006 | 0.8747 | 0.9352 |
220
+ | No log | 4.8286 | 338 | 0.7955 | 0.3768 | 0.7955 | 0.8919 |
221
+ | No log | 4.8571 | 340 | 0.7860 | 0.3369 | 0.7860 | 0.8866 |
222
+ | No log | 4.8857 | 342 | 0.8097 | 0.3166 | 0.8097 | 0.8998 |
223
+ | No log | 4.9143 | 344 | 0.8282 | 0.3290 | 0.8282 | 0.9100 |
224
+ | No log | 4.9429 | 346 | 0.8344 | 0.2992 | 0.8344 | 0.9134 |
225
+ | No log | 4.9714 | 348 | 0.8887 | 0.2739 | 0.8887 | 0.9427 |
226
+ | No log | 5.0 | 350 | 0.9213 | 0.2068 | 0.9213 | 0.9599 |
227
+ | No log | 5.0286 | 352 | 0.8997 | 0.3141 | 0.8997 | 0.9485 |
228
+ | No log | 5.0571 | 354 | 0.9568 | 0.3067 | 0.9568 | 0.9781 |
229
+ | No log | 5.0857 | 356 | 0.9891 | 0.3067 | 0.9891 | 0.9945 |
230
+ | No log | 5.1143 | 358 | 0.9530 | 0.3112 | 0.9530 | 0.9762 |
231
+ | No log | 5.1429 | 360 | 0.9171 | 0.2507 | 0.9171 | 0.9576 |
232
+ | No log | 5.1714 | 362 | 0.8847 | 0.3153 | 0.8847 | 0.9406 |
233
+ | No log | 5.2 | 364 | 0.8354 | 0.3401 | 0.8354 | 0.9140 |
234
+ | No log | 5.2286 | 366 | 0.7689 | 0.3622 | 0.7689 | 0.8769 |
235
+ | No log | 5.2571 | 368 | 0.7708 | 0.2652 | 0.7708 | 0.8780 |
236
+ | No log | 5.2857 | 370 | 0.7631 | 0.3149 | 0.7631 | 0.8736 |
237
+ | No log | 5.3143 | 372 | 0.7660 | 0.3311 | 0.7660 | 0.8752 |
238
+ | No log | 5.3429 | 374 | 0.7778 | 0.3272 | 0.7778 | 0.8820 |
239
+ | No log | 5.3714 | 376 | 0.7915 | 0.3455 | 0.7915 | 0.8896 |
240
+ | No log | 5.4 | 378 | 0.8198 | 0.3143 | 0.8198 | 0.9054 |
241
+ | No log | 5.4286 | 380 | 0.8030 | 0.3291 | 0.8030 | 0.8961 |
242
+ | No log | 5.4571 | 382 | 0.7741 | 0.2883 | 0.7741 | 0.8798 |
243
+ | No log | 5.4857 | 384 | 0.7824 | 0.3574 | 0.7824 | 0.8846 |
244
+ | No log | 5.5143 | 386 | 0.7661 | 0.3577 | 0.7661 | 0.8753 |
245
+ | No log | 5.5429 | 388 | 0.7853 | 0.2774 | 0.7853 | 0.8862 |
246
+ | No log | 5.5714 | 390 | 0.8140 | 0.3391 | 0.8140 | 0.9022 |
247
+ | No log | 5.6 | 392 | 0.8632 | 0.3243 | 0.8632 | 0.9291 |
248
+ | No log | 5.6286 | 394 | 0.8632 | 0.3266 | 0.8632 | 0.9291 |
249
+ | No log | 5.6571 | 396 | 0.8661 | 0.2966 | 0.8661 | 0.9306 |
250
+ | No log | 5.6857 | 398 | 0.9254 | 0.2660 | 0.9254 | 0.9620 |
251
+ | No log | 5.7143 | 400 | 1.1076 | 0.1863 | 1.1076 | 1.0524 |
252
+ | No log | 5.7429 | 402 | 1.1651 | 0.1831 | 1.1651 | 1.0794 |
253
+ | No log | 5.7714 | 404 | 1.0464 | 0.2143 | 1.0464 | 1.0229 |
254
+ | No log | 5.8 | 406 | 0.9135 | 0.2936 | 0.9135 | 0.9558 |
255
+ | No log | 5.8286 | 408 | 0.8534 | 0.3563 | 0.8534 | 0.9238 |
256
+ | No log | 5.8571 | 410 | 0.8038 | 0.2999 | 0.8038 | 0.8965 |
257
+ | No log | 5.8857 | 412 | 0.7817 | 0.3106 | 0.7817 | 0.8841 |
258
+ | No log | 5.9143 | 414 | 0.7791 | 0.2034 | 0.7791 | 0.8827 |
259
+ | No log | 5.9429 | 416 | 0.7722 | 0.2160 | 0.7722 | 0.8787 |
260
+ | No log | 5.9714 | 418 | 0.7758 | 0.3034 | 0.7758 | 0.8808 |
261
+ | No log | 6.0 | 420 | 0.8208 | 0.3937 | 0.8208 | 0.9060 |
262
+ | No log | 6.0286 | 422 | 0.8291 | 0.3186 | 0.8291 | 0.9106 |
263
+ | No log | 6.0571 | 424 | 0.8636 | 0.2940 | 0.8636 | 0.9293 |
264
+ | No log | 6.0857 | 426 | 0.8946 | 0.2940 | 0.8946 | 0.9458 |
265
+ | No log | 6.1143 | 428 | 0.9280 | 0.2773 | 0.9280 | 0.9633 |
266
+ | No log | 6.1429 | 430 | 0.9421 | 0.2471 | 0.9421 | 0.9706 |
267
+ | No log | 6.1714 | 432 | 0.9081 | 0.2371 | 0.9081 | 0.9530 |
268
+ | No log | 6.2 | 434 | 0.9187 | 0.2020 | 0.9187 | 0.9585 |
269
+ | No log | 6.2286 | 436 | 0.9589 | 0.1975 | 0.9589 | 0.9792 |
270
+ | No log | 6.2571 | 438 | 0.9869 | 0.1406 | 0.9869 | 0.9934 |
271
+ | No log | 6.2857 | 440 | 1.0199 | 0.1623 | 1.0199 | 1.0099 |
272
+ | No log | 6.3143 | 442 | 1.0881 | 0.2388 | 1.0881 | 1.0431 |
273
+ | No log | 6.3429 | 444 | 1.0886 | 0.2408 | 1.0886 | 1.0433 |
274
+ | No log | 6.3714 | 446 | 0.9768 | 0.2693 | 0.9768 | 0.9883 |
275
+ | No log | 6.4 | 448 | 0.8979 | 0.2377 | 0.8979 | 0.9476 |
276
+ | No log | 6.4286 | 450 | 0.8706 | 0.2429 | 0.8706 | 0.9330 |
277
+ | No log | 6.4571 | 452 | 0.8632 | 0.2973 | 0.8632 | 0.9291 |
278
+ | No log | 6.4857 | 454 | 0.8689 | 0.2920 | 0.8689 | 0.9321 |
279
+ | No log | 6.5143 | 456 | 0.8285 | 0.2747 | 0.8285 | 0.9102 |
280
+ | No log | 6.5429 | 458 | 0.8303 | 0.1528 | 0.8303 | 0.9112 |
281
+ | No log | 6.5714 | 460 | 0.9169 | 0.1819 | 0.9169 | 0.9575 |
282
+ | No log | 6.6 | 462 | 0.9144 | 0.1819 | 0.9144 | 0.9562 |
283
+ | No log | 6.6286 | 464 | 0.8329 | 0.2611 | 0.8329 | 0.9126 |
284
+ | No log | 6.6571 | 466 | 0.8054 | 0.2249 | 0.8054 | 0.8975 |
285
+ | No log | 6.6857 | 468 | 0.7945 | 0.2771 | 0.7945 | 0.8914 |
286
+ | No log | 6.7143 | 470 | 0.7898 | 0.2917 | 0.7898 | 0.8887 |
287
+ | No log | 6.7429 | 472 | 0.7992 | 0.3060 | 0.7992 | 0.8940 |
288
+ | No log | 6.7714 | 474 | 0.8293 | 0.3339 | 0.8293 | 0.9107 |
289
+ | No log | 6.8 | 476 | 0.8003 | 0.3339 | 0.8003 | 0.8946 |
290
+ | No log | 6.8286 | 478 | 0.7564 | 0.3645 | 0.7564 | 0.8697 |
291
+ | No log | 6.8571 | 480 | 0.7481 | 0.3831 | 0.7481 | 0.8649 |
292
+ | No log | 6.8857 | 482 | 0.7343 | 0.3051 | 0.7343 | 0.8569 |
293
+ | No log | 6.9143 | 484 | 0.7458 | 0.3391 | 0.7458 | 0.8636 |
294
+ | No log | 6.9429 | 486 | 0.8339 | 0.3231 | 0.8339 | 0.9132 |
295
+ | No log | 6.9714 | 488 | 0.8671 | 0.3028 | 0.8671 | 0.9312 |
296
+ | No log | 7.0 | 490 | 0.8035 | 0.2973 | 0.8035 | 0.8964 |
297
+ | No log | 7.0286 | 492 | 0.8097 | 0.3112 | 0.8097 | 0.8998 |
298
+ | No log | 7.0571 | 494 | 0.8491 | 0.3357 | 0.8491 | 0.9215 |
299
+ | No log | 7.0857 | 496 | 0.8318 | 0.2540 | 0.8318 | 0.9120 |
300
+ | No log | 7.1143 | 498 | 0.8281 | 0.3051 | 0.8281 | 0.9100 |
301
+ | 0.3569 | 7.1429 | 500 | 0.8378 | 0.2540 | 0.8378 | 0.9153 |
302
+ | 0.3569 | 7.1714 | 502 | 0.8348 | 0.3285 | 0.8348 | 0.9137 |
303
+ | 0.3569 | 7.2 | 504 | 0.8432 | 0.2773 | 0.8432 | 0.9183 |
304
+ | 0.3569 | 7.2286 | 506 | 0.8523 | 0.2386 | 0.8523 | 0.9232 |
305
+ | 0.3569 | 7.2571 | 508 | 0.8752 | 0.2547 | 0.8752 | 0.9355 |
306
+ | 0.3569 | 7.2857 | 510 | 0.9503 | 0.3341 | 0.9503 | 0.9748 |
307
+ | 0.3569 | 7.3143 | 512 | 0.9734 | 0.3631 | 0.9734 | 0.9866 |
308
+ | 0.3569 | 7.3429 | 514 | 0.8843 | 0.3247 | 0.8843 | 0.9404 |
309
+ | 0.3569 | 7.3714 | 516 | 0.8065 | 0.3052 | 0.8065 | 0.8981 |
310
+ | 0.3569 | 7.4 | 518 | 0.7766 | 0.3518 | 0.7766 | 0.8813 |
311
+ | 0.3569 | 7.4286 | 520 | 0.7589 | 0.3141 | 0.7589 | 0.8711 |
312
+ | 0.3569 | 7.4571 | 522 | 0.7564 | 0.3386 | 0.7564 | 0.8697 |
313
+ | 0.3569 | 7.4857 | 524 | 0.7233 | 0.3051 | 0.7233 | 0.8505 |
314
+ | 0.3569 | 7.5143 | 526 | 0.7323 | 0.3450 | 0.7323 | 0.8558 |
315
+ | 0.3569 | 7.5429 | 528 | 0.7390 | 0.3492 | 0.7390 | 0.8596 |
316
+ | 0.3569 | 7.5714 | 530 | 0.7597 | 0.3106 | 0.7597 | 0.8716 |
317
+ | 0.3569 | 7.6 | 532 | 0.8632 | 0.2937 | 0.8632 | 0.9291 |
318
+ | 0.3569 | 7.6286 | 534 | 0.8625 | 0.2937 | 0.8625 | 0.9287 |
319
+ | 0.3569 | 7.6571 | 536 | 0.8012 | 0.2661 | 0.8012 | 0.8951 |
320
+ | 0.3569 | 7.6857 | 538 | 0.7972 | 0.2652 | 0.7972 | 0.8929 |
321
+ | 0.3569 | 7.7143 | 540 | 0.8505 | 0.1782 | 0.8505 | 0.9222 |
322
+ | 0.3569 | 7.7429 | 542 | 0.8432 | 0.1809 | 0.8432 | 0.9183 |
323
+ | 0.3569 | 7.7714 | 544 | 0.8260 | 0.2652 | 0.8260 | 0.9089 |
324
+ | 0.3569 | 7.8 | 546 | 0.8537 | 0.2320 | 0.8537 | 0.9239 |
325
+ | 0.3569 | 7.8286 | 548 | 0.8571 | 0.2102 | 0.8571 | 0.9258 |
326
+ | 0.3569 | 7.8571 | 550 | 0.8409 | 0.2102 | 0.8409 | 0.9170 |
327
+ | 0.3569 | 7.8857 | 552 | 0.8118 | 0.1684 | 0.8118 | 0.9010 |
328
+ | 0.3569 | 7.9143 | 554 | 0.7925 | 0.2072 | 0.7925 | 0.8902 |
329
 
330
 
331
  ### Framework versions
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