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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k20_task7_organization

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@@ -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_k19_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_k19_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: 0.5786
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- - Qwk: 0.4429
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- - Mse: 0.5786
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- - Rmse: 0.7607
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  ## Model description
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@@ -49,261 +49,295 @@ 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 | 0.0208 | 2 | 2.5688 | -0.0109 | 2.5688 | 1.6028 |
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- | No log | 0.0417 | 4 | 1.2812 | 0.0997 | 1.2812 | 1.1319 |
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- | No log | 0.0625 | 6 | 1.1109 | -0.1740 | 1.1109 | 1.0540 |
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- | No log | 0.0833 | 8 | 1.0219 | 0.0754 | 1.0219 | 1.0109 |
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- | No log | 0.1042 | 10 | 1.1842 | 0.0812 | 1.1842 | 1.0882 |
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- | No log | 0.125 | 12 | 1.0371 | 0.1870 | 1.0371 | 1.0184 |
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- | No log | 0.1458 | 14 | 0.8176 | 0.2407 | 0.8176 | 0.9042 |
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- | No log | 0.1667 | 16 | 0.8644 | 0.1972 | 0.8644 | 0.9297 |
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- | No log | 0.1875 | 18 | 0.9225 | 0.1550 | 0.9225 | 0.9605 |
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- | No log | 0.2083 | 20 | 0.9206 | 0.1217 | 0.9206 | 0.9595 |
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- | No log | 0.2292 | 22 | 0.7425 | 0.1407 | 0.7425 | 0.8617 |
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- | No log | 0.25 | 24 | 0.7217 | 0.0460 | 0.7217 | 0.8495 |
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- | No log | 0.2708 | 26 | 0.7183 | 0.0426 | 0.7183 | 0.8475 |
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- | No log | 0.2917 | 28 | 0.7412 | 0.0902 | 0.7412 | 0.8609 |
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- | No log | 0.3125 | 30 | 0.7751 | 0.1673 | 0.7751 | 0.8804 |
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- | No log | 0.3333 | 32 | 0.7764 | 0.1660 | 0.7764 | 0.8812 |
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- | No log | 0.3542 | 34 | 0.7977 | 0.2948 | 0.7977 | 0.8932 |
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- | No log | 0.375 | 36 | 0.8015 | 0.3401 | 0.8015 | 0.8953 |
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- | No log | 0.3958 | 38 | 0.9854 | 0.3206 | 0.9854 | 0.9927 |
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- | No log | 0.4167 | 40 | 0.9020 | 0.3538 | 0.9020 | 0.9498 |
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- | No log | 0.4375 | 42 | 0.7071 | 0.4575 | 0.7071 | 0.8409 |
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- | No log | 0.4583 | 44 | 0.6572 | 0.4986 | 0.6572 | 0.8107 |
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- | No log | 0.4792 | 46 | 0.7563 | 0.4208 | 0.7563 | 0.8697 |
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- | No log | 0.5 | 48 | 0.8486 | 0.3355 | 0.8486 | 0.9212 |
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- | No log | 0.5208 | 50 | 0.7527 | 0.4113 | 0.7527 | 0.8676 |
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- | No log | 0.5417 | 52 | 0.8717 | 0.3679 | 0.8717 | 0.9336 |
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- | No log | 0.5625 | 54 | 1.0618 | 0.3497 | 1.0618 | 1.0304 |
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- | No log | 0.5833 | 56 | 1.1228 | 0.2658 | 1.1228 | 1.0596 |
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- | No log | 0.6042 | 58 | 0.9433 | 0.4436 | 0.9433 | 0.9712 |
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- | No log | 0.625 | 60 | 0.6802 | 0.2804 | 0.6802 | 0.8248 |
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- | No log | 0.6458 | 62 | 0.6081 | 0.1981 | 0.6081 | 0.7798 |
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- | No log | 0.6667 | 64 | 0.6332 | 0.2709 | 0.6332 | 0.7957 |
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- | No log | 0.6875 | 66 | 0.7027 | 0.2804 | 0.7027 | 0.8383 |
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- | No log | 0.7083 | 68 | 0.7664 | 0.3398 | 0.7664 | 0.8755 |
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- | No log | 0.7292 | 70 | 0.7421 | 0.2769 | 0.7421 | 0.8615 |
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- | No log | 0.75 | 72 | 0.8213 | 0.2642 | 0.8213 | 0.9062 |
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- | No log | 0.7708 | 74 | 0.9986 | 0.3111 | 0.9986 | 0.9993 |
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- | No log | 0.7917 | 76 | 1.0235 | 0.3052 | 1.0235 | 1.0117 |
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- | No log | 0.8125 | 78 | 0.8972 | 0.2483 | 0.8972 | 0.9472 |
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- | No log | 0.8333 | 80 | 0.7172 | 0.2087 | 0.7172 | 0.8469 |
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- | No log | 0.8542 | 82 | 0.6237 | 0.1981 | 0.6237 | 0.7897 |
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- | No log | 0.875 | 84 | 0.5997 | 0.2345 | 0.5997 | 0.7744 |
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- | No log | 0.8958 | 86 | 0.6053 | 0.2711 | 0.6053 | 0.7780 |
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- | No log | 0.9167 | 88 | 0.6450 | 0.1754 | 0.6450 | 0.8031 |
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- | No log | 0.9375 | 90 | 0.6991 | 0.2381 | 0.6991 | 0.8361 |
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- | No log | 0.9583 | 92 | 0.7085 | 0.2381 | 0.7085 | 0.8417 |
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- | No log | 0.9792 | 94 | 0.6384 | 0.2402 | 0.6384 | 0.7990 |
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- | No log | 1.0 | 96 | 0.5685 | 0.3690 | 0.5685 | 0.7540 |
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- | No log | 1.0208 | 98 | 0.5412 | 0.4173 | 0.5412 | 0.7357 |
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- | No log | 1.0417 | 100 | 0.5389 | 0.4173 | 0.5389 | 0.7341 |
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- | No log | 1.0625 | 102 | 0.5495 | 0.4199 | 0.5495 | 0.7413 |
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- | No log | 1.0833 | 104 | 0.5559 | 0.4492 | 0.5559 | 0.7456 |
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- | No log | 1.1042 | 106 | 0.5639 | 0.4425 | 0.5639 | 0.7509 |
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- | No log | 1.125 | 108 | 0.6329 | 0.4958 | 0.6329 | 0.7956 |
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- | No log | 1.1458 | 110 | 0.6992 | 0.3528 | 0.6992 | 0.8362 |
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- | No log | 1.1667 | 112 | 0.6294 | 0.3677 | 0.6294 | 0.7934 |
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- | No log | 1.1875 | 114 | 0.7195 | 0.4263 | 0.7195 | 0.8483 |
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- | No log | 1.2083 | 116 | 0.7348 | 0.4495 | 0.7348 | 0.8572 |
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- | No log | 1.2292 | 118 | 0.6870 | 0.3834 | 0.6870 | 0.8289 |
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- | No log | 1.25 | 120 | 0.7231 | 0.3695 | 0.7231 | 0.8504 |
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- | No log | 1.2708 | 122 | 0.7775 | 0.3123 | 0.7775 | 0.8818 |
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- | No log | 1.2917 | 124 | 0.7530 | 0.3464 | 0.7530 | 0.8678 |
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- | No log | 1.3125 | 126 | 0.7139 | 0.3856 | 0.7139 | 0.8449 |
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- | No log | 1.3333 | 128 | 0.7196 | 0.3681 | 0.7196 | 0.8483 |
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- | No log | 1.3542 | 130 | 0.7646 | 0.3706 | 0.7646 | 0.8744 |
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- | No log | 1.375 | 132 | 0.8188 | 0.4100 | 0.8188 | 0.9049 |
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- | No log | 1.3958 | 134 | 0.7351 | 0.3831 | 0.7351 | 0.8574 |
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- | No log | 1.4167 | 136 | 0.6836 | 0.3318 | 0.6836 | 0.8268 |
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- | No log | 1.4375 | 138 | 0.6817 | 0.2675 | 0.6817 | 0.8256 |
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- | No log | 1.4583 | 140 | 0.7715 | 0.2992 | 0.7715 | 0.8783 |
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- | No log | 1.4792 | 142 | 0.8127 | 0.3509 | 0.8127 | 0.9015 |
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- | No log | 1.5 | 144 | 0.7790 | 0.3921 | 0.7790 | 0.8826 |
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- | No log | 1.5208 | 146 | 0.8232 | 0.2703 | 0.8232 | 0.9073 |
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- | No log | 1.5417 | 148 | 0.7154 | 0.4548 | 0.7154 | 0.8458 |
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- | No log | 1.5625 | 150 | 0.6311 | 0.3302 | 0.6311 | 0.7944 |
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- | No log | 1.5833 | 152 | 0.6170 | 0.3061 | 0.6170 | 0.7855 |
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- | No log | 1.6042 | 154 | 0.6552 | 0.3302 | 0.6552 | 0.8095 |
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- | No log | 1.625 | 156 | 0.7182 | 0.3189 | 0.7182 | 0.8475 |
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- | No log | 1.6458 | 158 | 0.6655 | 0.3050 | 0.6655 | 0.8158 |
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- | No log | 1.6667 | 160 | 0.6777 | 0.1673 | 0.6777 | 0.8232 |
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- | No log | 1.6875 | 162 | 0.6294 | 0.3633 | 0.6294 | 0.7933 |
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- | No log | 1.7083 | 164 | 0.6240 | 0.3633 | 0.6240 | 0.7900 |
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- | No log | 1.7292 | 166 | 0.6000 | 0.4703 | 0.6000 | 0.7746 |
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- | No log | 1.75 | 168 | 0.6226 | 0.4092 | 0.6226 | 0.7890 |
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- | No log | 1.7708 | 170 | 0.5952 | 0.4677 | 0.5952 | 0.7715 |
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- | No log | 1.7917 | 172 | 0.5609 | 0.4788 | 0.5609 | 0.7489 |
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- | No log | 1.8125 | 174 | 0.5650 | 0.4722 | 0.5650 | 0.7517 |
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- | No log | 1.8333 | 176 | 0.5998 | 0.5110 | 0.5998 | 0.7745 |
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- | No log | 1.8542 | 178 | 0.6209 | 0.4315 | 0.6209 | 0.7880 |
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- | No log | 1.875 | 180 | 0.5934 | 0.4876 | 0.5934 | 0.7703 |
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- | No log | 1.8958 | 182 | 0.5808 | 0.4182 | 0.5808 | 0.7621 |
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- | No log | 1.9167 | 184 | 0.5737 | 0.4137 | 0.5737 | 0.7574 |
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- | No log | 1.9375 | 186 | 0.5981 | 0.4883 | 0.5981 | 0.7734 |
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- | No log | 1.9583 | 188 | 0.6473 | 0.4704 | 0.6473 | 0.8046 |
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- | No log | 1.9792 | 190 | 0.6334 | 0.4222 | 0.6334 | 0.7958 |
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- | No log | 2.0 | 192 | 0.7116 | 0.3027 | 0.7116 | 0.8435 |
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- | No log | 2.0208 | 194 | 0.7149 | 0.2918 | 0.7149 | 0.8455 |
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- | No log | 2.0417 | 196 | 0.8033 | 0.3931 | 0.8033 | 0.8963 |
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- | No log | 2.0625 | 198 | 0.8172 | 0.3890 | 0.8172 | 0.9040 |
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- | No log | 2.0833 | 200 | 0.7861 | 0.3668 | 0.7861 | 0.8866 |
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- | No log | 2.1042 | 202 | 0.7233 | 0.3224 | 0.7233 | 0.8505 |
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- | No log | 2.125 | 204 | 0.7207 | 0.2571 | 0.7207 | 0.8490 |
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- | No log | 2.1458 | 206 | 0.7397 | 0.3099 | 0.7397 | 0.8601 |
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- | No log | 2.1667 | 208 | 0.6953 | 0.3265 | 0.6953 | 0.8338 |
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- | No log | 2.1875 | 210 | 0.6899 | 0.3265 | 0.6899 | 0.8306 |
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- | No log | 2.2083 | 212 | 0.7015 | 0.3967 | 0.7015 | 0.8376 |
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- | No log | 2.2292 | 214 | 0.6694 | 0.4096 | 0.6694 | 0.8182 |
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- | No log | 2.25 | 216 | 0.6734 | 0.4016 | 0.6734 | 0.8206 |
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- | No log | 2.2708 | 218 | 0.6607 | 0.3879 | 0.6607 | 0.8129 |
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- | No log | 2.2917 | 220 | 0.6467 | 0.3934 | 0.6467 | 0.8042 |
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- | No log | 2.3125 | 222 | 0.6542 | 0.3833 | 0.6542 | 0.8088 |
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- | No log | 2.3333 | 224 | 0.6215 | 0.3266 | 0.6215 | 0.7883 |
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- | No log | 2.3542 | 226 | 0.6176 | 0.4222 | 0.6176 | 0.7859 |
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- | No log | 2.375 | 228 | 0.6066 | 0.3984 | 0.6066 | 0.7789 |
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- | No log | 2.3958 | 230 | 0.5939 | 0.4423 | 0.5939 | 0.7707 |
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- | No log | 2.4167 | 232 | 0.7057 | 0.4100 | 0.7057 | 0.8400 |
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- | No log | 2.4375 | 234 | 0.7555 | 0.4051 | 0.7555 | 0.8692 |
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- | No log | 2.4583 | 236 | 0.6345 | 0.4307 | 0.6345 | 0.7966 |
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- | No log | 2.4792 | 238 | 0.6164 | 0.4205 | 0.6164 | 0.7851 |
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- | No log | 2.5 | 240 | 0.5928 | 0.4338 | 0.5928 | 0.7700 |
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- | No log | 2.5208 | 242 | 0.5934 | 0.4504 | 0.5934 | 0.7703 |
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- | No log | 2.5417 | 244 | 0.5981 | 0.4591 | 0.5981 | 0.7734 |
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- | No log | 2.5625 | 246 | 0.7333 | 0.3067 | 0.7333 | 0.8564 |
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- | No log | 2.5833 | 248 | 0.8291 | 0.3506 | 0.8291 | 0.9106 |
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- | No log | 2.6042 | 250 | 0.7285 | 0.3807 | 0.7285 | 0.8535 |
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- | No log | 2.625 | 252 | 0.6020 | 0.3111 | 0.6020 | 0.7759 |
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- | No log | 2.6458 | 254 | 0.6475 | 0.3425 | 0.6475 | 0.8047 |
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- | No log | 2.6667 | 256 | 0.6153 | 0.3622 | 0.6153 | 0.7844 |
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- | No log | 2.6875 | 258 | 0.6019 | 0.3633 | 0.6019 | 0.7758 |
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- | No log | 2.7083 | 260 | 0.6726 | 0.3590 | 0.6726 | 0.8201 |
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- | No log | 2.7292 | 262 | 0.6528 | 0.3857 | 0.6528 | 0.8079 |
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- | No log | 2.75 | 264 | 0.5956 | 0.4264 | 0.5956 | 0.7717 |
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- | No log | 2.7708 | 266 | 0.6109 | 0.3341 | 0.6109 | 0.7816 |
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- | No log | 2.7917 | 268 | 0.5914 | 0.4161 | 0.5914 | 0.7690 |
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- | No log | 2.8125 | 270 | 0.7377 | 0.4072 | 0.7377 | 0.8589 |
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- | No log | 2.8333 | 272 | 1.0385 | 0.2199 | 1.0385 | 1.0191 |
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- | No log | 2.8542 | 274 | 1.0891 | 0.2169 | 1.0891 | 1.0436 |
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- | No log | 2.875 | 276 | 0.9070 | 0.2230 | 0.9070 | 0.9524 |
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- | No log | 2.8958 | 278 | 0.6251 | 0.4373 | 0.6251 | 0.7906 |
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- | No log | 2.9167 | 280 | 0.6255 | 0.4354 | 0.6255 | 0.7909 |
192
- | No log | 2.9375 | 282 | 0.7735 | 0.2817 | 0.7735 | 0.8795 |
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- | No log | 2.9583 | 284 | 0.8294 | 0.2817 | 0.8294 | 0.9107 |
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- | No log | 2.9792 | 286 | 0.7788 | 0.2345 | 0.7788 | 0.8825 |
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- | No log | 3.0 | 288 | 0.7068 | 0.2506 | 0.7068 | 0.8407 |
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- | No log | 3.0208 | 290 | 0.6658 | 0.2158 | 0.6658 | 0.8159 |
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- | No log | 3.0417 | 292 | 0.6459 | 0.3454 | 0.6459 | 0.8037 |
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- | No log | 3.0625 | 294 | 0.6492 | 0.4091 | 0.6492 | 0.8057 |
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- | No log | 3.0833 | 296 | 0.6904 | 0.4740 | 0.6904 | 0.8309 |
200
- | No log | 3.1042 | 298 | 0.7657 | 0.4574 | 0.7657 | 0.8750 |
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- | No log | 3.125 | 300 | 0.7363 | 0.4795 | 0.7363 | 0.8581 |
202
- | No log | 3.1458 | 302 | 0.6633 | 0.4434 | 0.6633 | 0.8144 |
203
- | No log | 3.1667 | 304 | 0.6447 | 0.4 | 0.6447 | 0.8029 |
204
- | No log | 3.1875 | 306 | 0.6395 | 0.4307 | 0.6395 | 0.7997 |
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- | No log | 3.2083 | 308 | 0.6207 | 0.4429 | 0.6207 | 0.7879 |
206
- | No log | 3.2292 | 310 | 0.5987 | 0.3280 | 0.5987 | 0.7738 |
207
- | No log | 3.25 | 312 | 0.6091 | 0.3701 | 0.6091 | 0.7804 |
208
- | No log | 3.2708 | 314 | 0.6279 | 0.4270 | 0.6279 | 0.7924 |
209
- | No log | 3.2917 | 316 | 0.6038 | 0.4100 | 0.6038 | 0.7771 |
210
- | No log | 3.3125 | 318 | 0.5699 | 0.4990 | 0.5699 | 0.7549 |
211
- | No log | 3.3333 | 320 | 0.7007 | 0.4671 | 0.7007 | 0.8371 |
212
- | No log | 3.3542 | 322 | 0.8518 | 0.3239 | 0.8518 | 0.9229 |
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- | No log | 3.375 | 324 | 0.8740 | 0.3173 | 0.8740 | 0.9349 |
214
- | No log | 3.3958 | 326 | 0.8036 | 0.3509 | 0.8036 | 0.8964 |
215
- | No log | 3.4167 | 328 | 0.7245 | 0.2464 | 0.7245 | 0.8512 |
216
- | No log | 3.4375 | 330 | 0.6623 | 0.3001 | 0.6623 | 0.8138 |
217
- | No log | 3.4583 | 332 | 0.6263 | 0.2334 | 0.6263 | 0.7914 |
218
- | No log | 3.4792 | 334 | 0.6047 | 0.3010 | 0.6047 | 0.7776 |
219
- | No log | 3.5 | 336 | 0.5863 | 0.3129 | 0.5863 | 0.7657 |
220
- | No log | 3.5208 | 338 | 0.5768 | 0.2545 | 0.5768 | 0.7595 |
221
- | No log | 3.5417 | 340 | 0.5710 | 0.4019 | 0.5710 | 0.7556 |
222
- | No log | 3.5625 | 342 | 0.5715 | 0.4300 | 0.5715 | 0.7560 |
223
- | No log | 3.5833 | 344 | 0.5771 | 0.4091 | 0.5771 | 0.7597 |
224
- | No log | 3.6042 | 346 | 0.5600 | 0.4448 | 0.5600 | 0.7483 |
225
- | No log | 3.625 | 348 | 0.6059 | 0.4630 | 0.6059 | 0.7784 |
226
- | No log | 3.6458 | 350 | 0.6193 | 0.4336 | 0.6193 | 0.7870 |
227
- | No log | 3.6667 | 352 | 0.5795 | 0.3857 | 0.5795 | 0.7613 |
228
- | No log | 3.6875 | 354 | 0.5632 | 0.3608 | 0.5632 | 0.7504 |
229
- | No log | 3.7083 | 356 | 0.5704 | 0.3289 | 0.5704 | 0.7553 |
230
- | No log | 3.7292 | 358 | 0.5729 | 0.3258 | 0.5729 | 0.7569 |
231
- | No log | 3.75 | 360 | 0.5889 | 0.3804 | 0.5889 | 0.7674 |
232
- | No log | 3.7708 | 362 | 0.6342 | 0.4879 | 0.6342 | 0.7964 |
233
- | No log | 3.7917 | 364 | 0.6097 | 0.4106 | 0.6097 | 0.7808 |
234
- | No log | 3.8125 | 366 | 0.5543 | 0.4101 | 0.5543 | 0.7445 |
235
- | No log | 3.8333 | 368 | 0.5484 | 0.4482 | 0.5484 | 0.7406 |
236
- | No log | 3.8542 | 370 | 0.5519 | 0.5104 | 0.5519 | 0.7429 |
237
- | No log | 3.875 | 372 | 0.5266 | 0.4788 | 0.5266 | 0.7257 |
238
- | No log | 3.8958 | 374 | 0.5674 | 0.4860 | 0.5674 | 0.7533 |
239
- | No log | 3.9167 | 376 | 0.7624 | 0.3425 | 0.7624 | 0.8731 |
240
- | No log | 3.9375 | 378 | 0.9039 | 0.3052 | 0.9039 | 0.9507 |
241
- | No log | 3.9583 | 380 | 0.8783 | 0.3511 | 0.8783 | 0.9372 |
242
- | No log | 3.9792 | 382 | 0.7118 | 0.4092 | 0.7118 | 0.8437 |
243
- | No log | 4.0 | 384 | 0.5455 | 0.5283 | 0.5455 | 0.7386 |
244
- | No log | 4.0208 | 386 | 0.5292 | 0.4637 | 0.5292 | 0.7275 |
245
- | No log | 4.0417 | 388 | 0.5595 | 0.4637 | 0.5595 | 0.7480 |
246
- | No log | 4.0625 | 390 | 0.5715 | 0.3754 | 0.5715 | 0.7560 |
247
- | No log | 4.0833 | 392 | 0.5935 | 0.3336 | 0.5935 | 0.7704 |
248
- | No log | 4.1042 | 394 | 0.6350 | 0.2743 | 0.6350 | 0.7968 |
249
- | No log | 4.125 | 396 | 0.6690 | 0.1673 | 0.6690 | 0.8179 |
250
- | No log | 4.1458 | 398 | 0.6519 | 0.2920 | 0.6519 | 0.8074 |
251
- | No log | 4.1667 | 400 | 0.6057 | 0.3608 | 0.6057 | 0.7783 |
252
- | No log | 4.1875 | 402 | 0.6189 | 0.4086 | 0.6189 | 0.7867 |
253
- | No log | 4.2083 | 404 | 0.6915 | 0.4392 | 0.6915 | 0.8316 |
254
- | No log | 4.2292 | 406 | 0.7148 | 0.4392 | 0.7148 | 0.8455 |
255
- | No log | 4.25 | 408 | 0.6733 | 0.4392 | 0.6733 | 0.8205 |
256
- | No log | 4.2708 | 410 | 0.5992 | 0.3788 | 0.5992 | 0.7741 |
257
- | No log | 4.2917 | 412 | 0.5796 | 0.4471 | 0.5796 | 0.7613 |
258
- | No log | 4.3125 | 414 | 0.6285 | 0.4051 | 0.6285 | 0.7928 |
259
- | No log | 4.3333 | 416 | 0.7727 | 0.3051 | 0.7727 | 0.8791 |
260
- | No log | 4.3542 | 418 | 0.8394 | 0.3141 | 0.8394 | 0.9162 |
261
- | No log | 4.375 | 420 | 0.7531 | 0.3323 | 0.7531 | 0.8678 |
262
- | No log | 4.3958 | 422 | 0.6010 | 0.4507 | 0.6010 | 0.7753 |
263
- | No log | 4.4167 | 424 | 0.5543 | 0.5022 | 0.5543 | 0.7445 |
264
- | No log | 4.4375 | 426 | 0.5780 | 0.4292 | 0.5780 | 0.7603 |
265
- | No log | 4.4583 | 428 | 0.5700 | 0.5053 | 0.5700 | 0.7550 |
266
- | No log | 4.4792 | 430 | 0.5493 | 0.5177 | 0.5493 | 0.7412 |
267
- | No log | 4.5 | 432 | 0.5811 | 0.5110 | 0.5811 | 0.7623 |
268
- | No log | 4.5208 | 434 | 0.5984 | 0.4895 | 0.5984 | 0.7736 |
269
- | No log | 4.5417 | 436 | 0.5547 | 0.5321 | 0.5547 | 0.7448 |
270
- | No log | 4.5625 | 438 | 0.5389 | 0.5003 | 0.5389 | 0.7341 |
271
- | No log | 4.5833 | 440 | 0.5431 | 0.5455 | 0.5431 | 0.7369 |
272
- | No log | 4.6042 | 442 | 0.5357 | 0.4194 | 0.5357 | 0.7319 |
273
- | No log | 4.625 | 444 | 0.5623 | 0.5010 | 0.5623 | 0.7499 |
274
- | No log | 4.6458 | 446 | 0.6634 | 0.3921 | 0.6634 | 0.8145 |
275
- | No log | 4.6667 | 448 | 0.7206 | 0.4072 | 0.7206 | 0.8489 |
276
- | No log | 4.6875 | 450 | 0.6679 | 0.4341 | 0.6679 | 0.8173 |
277
- | No log | 4.7083 | 452 | 0.5998 | 0.4931 | 0.5998 | 0.7745 |
278
- | No log | 4.7292 | 454 | 0.5459 | 0.5379 | 0.5459 | 0.7389 |
279
- | No log | 4.75 | 456 | 0.5359 | 0.4857 | 0.5359 | 0.7321 |
280
- | No log | 4.7708 | 458 | 0.5344 | 0.4857 | 0.5344 | 0.7311 |
281
- | No log | 4.7917 | 460 | 0.5379 | 0.5114 | 0.5379 | 0.7334 |
282
- | No log | 4.8125 | 462 | 0.5772 | 0.4052 | 0.5772 | 0.7597 |
283
- | No log | 4.8333 | 464 | 0.6908 | 0.3401 | 0.6908 | 0.8312 |
284
- | No log | 4.8542 | 466 | 0.7472 | 0.3085 | 0.7472 | 0.8644 |
285
- | No log | 4.875 | 468 | 0.6710 | 0.3754 | 0.6710 | 0.8191 |
286
- | No log | 4.8958 | 470 | 0.5657 | 0.4259 | 0.5657 | 0.7521 |
287
- | No log | 4.9167 | 472 | 0.5352 | 0.4677 | 0.5352 | 0.7316 |
288
- | No log | 4.9375 | 474 | 0.5341 | 0.5460 | 0.5341 | 0.7308 |
289
- | No log | 4.9583 | 476 | 0.5433 | 0.5357 | 0.5433 | 0.7371 |
290
- | No log | 4.9792 | 478 | 0.5565 | 0.5160 | 0.5565 | 0.7460 |
291
- | No log | 5.0 | 480 | 0.5861 | 0.5065 | 0.5861 | 0.7656 |
292
- | No log | 5.0208 | 482 | 0.6573 | 0.4708 | 0.6573 | 0.8108 |
293
- | No log | 5.0417 | 484 | 0.7209 | 0.4743 | 0.7209 | 0.8490 |
294
- | No log | 5.0625 | 486 | 0.7008 | 0.4519 | 0.7008 | 0.8371 |
295
- | No log | 5.0833 | 488 | 0.6140 | 0.4756 | 0.6140 | 0.7836 |
296
- | No log | 5.1042 | 490 | 0.5580 | 0.5042 | 0.5580 | 0.7470 |
297
- | No log | 5.125 | 492 | 0.5716 | 0.3382 | 0.5716 | 0.7560 |
298
- | No log | 5.1458 | 494 | 0.6152 | 0.4247 | 0.6152 | 0.7844 |
299
- | No log | 5.1667 | 496 | 0.6159 | 0.4247 | 0.6159 | 0.7848 |
300
- | No log | 5.1875 | 498 | 0.5701 | 0.3840 | 0.5701 | 0.7550 |
301
- | 0.3835 | 5.2083 | 500 | 0.5512 | 0.5227 | 0.5512 | 0.7425 |
302
- | 0.3835 | 5.2292 | 502 | 0.5758 | 0.4429 | 0.5758 | 0.7588 |
303
- | 0.3835 | 5.25 | 504 | 0.5992 | 0.4429 | 0.5992 | 0.7741 |
304
- | 0.3835 | 5.2708 | 506 | 0.6389 | 0.4106 | 0.6389 | 0.7993 |
305
- | 0.3835 | 5.2917 | 508 | 0.6044 | 0.3804 | 0.6044 | 0.7774 |
306
- | 0.3835 | 5.3125 | 510 | 0.5786 | 0.4429 | 0.5786 | 0.7607 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k20_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_k20_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: 0.5757
19
+ - Qwk: 0.5065
20
+ - Mse: 0.5757
21
+ - Rmse: 0.7587
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0198 | 2 | 2.7029 | -0.0407 | 2.7029 | 1.6441 |
53
+ | No log | 0.0396 | 4 | 1.3029 | 0.0750 | 1.3029 | 1.1415 |
54
+ | No log | 0.0594 | 6 | 1.0034 | -0.0970 | 1.0034 | 1.0017 |
55
+ | No log | 0.0792 | 8 | 1.0302 | 0.1011 | 1.0302 | 1.0150 |
56
+ | No log | 0.0990 | 10 | 1.0804 | 0.1312 | 1.0804 | 1.0394 |
57
+ | No log | 0.1188 | 12 | 0.8393 | 0.2116 | 0.8393 | 0.9161 |
58
+ | No log | 0.1386 | 14 | 0.8154 | 0.3020 | 0.8154 | 0.9030 |
59
+ | No log | 0.1584 | 16 | 0.7451 | 0.1139 | 0.7451 | 0.8632 |
60
+ | No log | 0.1782 | 18 | 0.7407 | 0.1187 | 0.7407 | 0.8606 |
61
+ | No log | 0.1980 | 20 | 0.7469 | 0.1617 | 0.7469 | 0.8643 |
62
+ | No log | 0.2178 | 22 | 0.7250 | -0.0027 | 0.7250 | 0.8515 |
63
+ | No log | 0.2376 | 24 | 0.8446 | 0.1739 | 0.8446 | 0.9190 |
64
+ | No log | 0.2574 | 26 | 0.9423 | 0.2613 | 0.9423 | 0.9707 |
65
+ | No log | 0.2772 | 28 | 0.9466 | 0.2942 | 0.9466 | 0.9729 |
66
+ | No log | 0.2970 | 30 | 0.7846 | 0.2361 | 0.7846 | 0.8858 |
67
+ | No log | 0.3168 | 32 | 0.7508 | 0.1790 | 0.7508 | 0.8665 |
68
+ | No log | 0.3366 | 34 | 0.7674 | 0.1308 | 0.7674 | 0.8760 |
69
+ | No log | 0.3564 | 36 | 0.7481 | 0.2576 | 0.7481 | 0.8649 |
70
+ | No log | 0.3762 | 38 | 0.8317 | 0.1660 | 0.8317 | 0.9120 |
71
+ | No log | 0.3960 | 40 | 1.2931 | 0.0540 | 1.2931 | 1.1371 |
72
+ | No log | 0.4158 | 42 | 1.5565 | 0.0 | 1.5565 | 1.2476 |
73
+ | No log | 0.4356 | 44 | 1.4560 | 0.0150 | 1.4560 | 1.2066 |
74
+ | No log | 0.4554 | 46 | 1.2021 | 0.1251 | 1.2021 | 1.0964 |
75
+ | No log | 0.4752 | 48 | 1.0903 | 0.1808 | 1.0903 | 1.0442 |
76
+ | No log | 0.4950 | 50 | 1.0136 | 0.2460 | 1.0136 | 1.0068 |
77
+ | No log | 0.5149 | 52 | 0.9725 | 0.3230 | 0.9725 | 0.9861 |
78
+ | No log | 0.5347 | 54 | 0.9886 | 0.2942 | 0.9886 | 0.9943 |
79
+ | No log | 0.5545 | 56 | 0.9970 | 0.3598 | 0.9970 | 0.9985 |
80
+ | No log | 0.5743 | 58 | 1.0450 | 0.3192 | 1.0450 | 1.0223 |
81
+ | No log | 0.5941 | 60 | 1.0476 | 0.3926 | 1.0476 | 1.0235 |
82
+ | No log | 0.6139 | 62 | 0.9855 | 0.2109 | 0.9855 | 0.9927 |
83
+ | No log | 0.6337 | 64 | 0.9559 | 0.1358 | 0.9559 | 0.9777 |
84
+ | No log | 0.6535 | 66 | 0.9849 | 0.1345 | 0.9849 | 0.9924 |
85
+ | No log | 0.6733 | 68 | 0.9461 | 0.1315 | 0.9461 | 0.9727 |
86
+ | No log | 0.6931 | 70 | 0.9227 | 0.0460 | 0.9227 | 0.9606 |
87
+ | No log | 0.7129 | 72 | 0.9739 | 0.0509 | 0.9739 | 0.9868 |
88
+ | No log | 0.7327 | 74 | 1.0132 | 0.1754 | 1.0132 | 1.0066 |
89
+ | No log | 0.7525 | 76 | 0.9870 | 0.2132 | 0.9870 | 0.9935 |
90
+ | No log | 0.7723 | 78 | 0.9496 | 0.2132 | 0.9496 | 0.9745 |
91
+ | No log | 0.7921 | 80 | 0.8729 | 0.1770 | 0.8729 | 0.9343 |
92
+ | No log | 0.8119 | 82 | 0.8443 | 0.1754 | 0.8443 | 0.9189 |
93
+ | No log | 0.8317 | 84 | 0.8091 | 0.1315 | 0.8091 | 0.8995 |
94
+ | No log | 0.8515 | 86 | 0.7931 | 0.1315 | 0.7931 | 0.8905 |
95
+ | No log | 0.8713 | 88 | 0.7530 | 0.1181 | 0.7530 | 0.8678 |
96
+ | No log | 0.8911 | 90 | 0.7418 | 0.2181 | 0.7418 | 0.8613 |
97
+ | No log | 0.9109 | 92 | 0.7287 | 0.2540 | 0.7287 | 0.8536 |
98
+ | No log | 0.9307 | 94 | 0.8058 | 0.2031 | 0.8058 | 0.8976 |
99
+ | No log | 0.9505 | 96 | 0.9283 | 0.3094 | 0.9283 | 0.9635 |
100
+ | No log | 0.9703 | 98 | 1.0943 | 0.2746 | 1.0943 | 1.0461 |
101
+ | No log | 0.9901 | 100 | 1.0768 | 0.2820 | 1.0768 | 1.0377 |
102
+ | No log | 1.0099 | 102 | 1.0485 | 0.2651 | 1.0485 | 1.0240 |
103
+ | No log | 1.0297 | 104 | 0.9823 | 0.3270 | 0.9823 | 0.9911 |
104
+ | No log | 1.0495 | 106 | 0.9121 | 0.1724 | 0.9121 | 0.9550 |
105
+ | No log | 1.0693 | 108 | 0.9188 | 0.2109 | 0.9188 | 0.9585 |
106
+ | No log | 1.0891 | 110 | 0.9236 | 0.1739 | 0.9236 | 0.9610 |
107
+ | No log | 1.1089 | 112 | 0.9011 | 0.0919 | 0.9011 | 0.9493 |
108
+ | No log | 1.1287 | 114 | 0.8283 | 0.1660 | 0.8283 | 0.9101 |
109
+ | No log | 1.1485 | 116 | 0.8417 | 0.1660 | 0.8417 | 0.9175 |
110
+ | No log | 1.1683 | 118 | 0.9088 | 0.2375 | 0.9088 | 0.9533 |
111
+ | No log | 1.1881 | 120 | 0.9220 | 0.2920 | 0.9220 | 0.9602 |
112
+ | No log | 1.2079 | 122 | 0.8915 | 0.3151 | 0.8915 | 0.9442 |
113
+ | No log | 1.2277 | 124 | 0.9269 | 0.2678 | 0.9269 | 0.9627 |
114
+ | No log | 1.2475 | 126 | 0.8747 | 0.2711 | 0.8747 | 0.9353 |
115
+ | No log | 1.2673 | 128 | 0.8088 | 0.3425 | 0.8088 | 0.8993 |
116
+ | No log | 1.2871 | 130 | 0.7763 | 0.3096 | 0.7763 | 0.8811 |
117
+ | No log | 1.3069 | 132 | 0.8049 | 0.3467 | 0.8049 | 0.8972 |
118
+ | No log | 1.3267 | 134 | 0.8665 | 0.2652 | 0.8665 | 0.9309 |
119
+ | No log | 1.3465 | 136 | 0.9232 | 0.2651 | 0.9232 | 0.9608 |
120
+ | No log | 1.3663 | 138 | 0.8843 | 0.2977 | 0.8843 | 0.9404 |
121
+ | No log | 1.3861 | 140 | 0.7945 | 0.2991 | 0.7945 | 0.8913 |
122
+ | No log | 1.4059 | 142 | 0.7424 | 0.3373 | 0.7424 | 0.8616 |
123
+ | No log | 1.4257 | 144 | 0.7402 | 0.3279 | 0.7402 | 0.8604 |
124
+ | No log | 1.4455 | 146 | 0.7636 | 0.2879 | 0.7636 | 0.8739 |
125
+ | No log | 1.4653 | 148 | 0.8457 | 0.3410 | 0.8457 | 0.9196 |
126
+ | No log | 1.4851 | 150 | 0.8606 | 0.3761 | 0.8606 | 0.9277 |
127
+ | No log | 1.5050 | 152 | 0.7810 | 0.2874 | 0.7810 | 0.8837 |
128
+ | No log | 1.5248 | 154 | 0.7446 | 0.3171 | 0.7446 | 0.8629 |
129
+ | No log | 1.5446 | 156 | 0.8232 | 0.2564 | 0.8232 | 0.9073 |
130
+ | No log | 1.5644 | 158 | 0.7910 | 0.3475 | 0.7910 | 0.8894 |
131
+ | No log | 1.5842 | 160 | 0.7625 | 0.2270 | 0.7625 | 0.8732 |
132
+ | No log | 1.6040 | 162 | 0.7997 | 0.2048 | 0.7997 | 0.8943 |
133
+ | No log | 1.6238 | 164 | 0.8766 | 0.3313 | 0.8766 | 0.9363 |
134
+ | No log | 1.6436 | 166 | 0.9486 | 0.2369 | 0.9486 | 0.9740 |
135
+ | No log | 1.6634 | 168 | 0.8929 | 0.2730 | 0.8929 | 0.9449 |
136
+ | No log | 1.6832 | 170 | 0.8233 | 0.3392 | 0.8233 | 0.9074 |
137
+ | No log | 1.7030 | 172 | 0.8027 | 0.4051 | 0.8027 | 0.8960 |
138
+ | No log | 1.7228 | 174 | 0.7956 | 0.3925 | 0.7956 | 0.8920 |
139
+ | No log | 1.7426 | 176 | 0.8142 | 0.3661 | 0.8142 | 0.9023 |
140
+ | No log | 1.7624 | 178 | 0.8464 | 0.3239 | 0.8464 | 0.9200 |
141
+ | No log | 1.7822 | 180 | 1.0085 | 0.2474 | 1.0085 | 1.0042 |
142
+ | No log | 1.8020 | 182 | 1.0468 | 0.2191 | 1.0468 | 1.0231 |
143
+ | No log | 1.8218 | 184 | 0.9121 | 0.3216 | 0.9121 | 0.9551 |
144
+ | No log | 1.8416 | 186 | 0.8771 | 0.3312 | 0.8771 | 0.9366 |
145
+ | No log | 1.8614 | 188 | 0.9225 | 0.3176 | 0.9225 | 0.9605 |
146
+ | No log | 1.8812 | 190 | 0.8439 | 0.3827 | 0.8439 | 0.9186 |
147
+ | No log | 1.9010 | 192 | 0.7792 | 0.4170 | 0.7792 | 0.8827 |
148
+ | No log | 1.9208 | 194 | 0.7144 | 0.4410 | 0.7144 | 0.8452 |
149
+ | No log | 1.9406 | 196 | 0.6629 | 0.3972 | 0.6629 | 0.8142 |
150
+ | No log | 1.9604 | 198 | 0.6423 | 0.4619 | 0.6423 | 0.8014 |
151
+ | No log | 1.9802 | 200 | 0.6377 | 0.4179 | 0.6377 | 0.7986 |
152
+ | No log | 2.0 | 202 | 0.6638 | 0.4037 | 0.6638 | 0.8147 |
153
+ | No log | 2.0198 | 204 | 0.6475 | 0.4179 | 0.6475 | 0.8046 |
154
+ | No log | 2.0396 | 206 | 0.6886 | 0.3863 | 0.6886 | 0.8298 |
155
+ | No log | 2.0594 | 208 | 0.6789 | 0.3818 | 0.6789 | 0.8239 |
156
+ | No log | 2.0792 | 210 | 0.7035 | 0.3387 | 0.7035 | 0.8387 |
157
+ | No log | 2.0990 | 212 | 0.7583 | 0.3913 | 0.7583 | 0.8708 |
158
+ | No log | 2.1188 | 214 | 0.7061 | 0.3387 | 0.7061 | 0.8403 |
159
+ | No log | 2.1386 | 216 | 0.7014 | 0.4387 | 0.7014 | 0.8375 |
160
+ | No log | 2.1584 | 218 | 0.7039 | 0.4887 | 0.7039 | 0.8390 |
161
+ | No log | 2.1782 | 220 | 0.7209 | 0.4090 | 0.7209 | 0.8491 |
162
+ | No log | 2.1980 | 222 | 0.7514 | 0.3726 | 0.7514 | 0.8668 |
163
+ | No log | 2.2178 | 224 | 0.7279 | 0.4102 | 0.7279 | 0.8532 |
164
+ | No log | 2.2376 | 226 | 0.7068 | 0.4638 | 0.7068 | 0.8407 |
165
+ | No log | 2.2574 | 228 | 0.6923 | 0.4692 | 0.6923 | 0.8321 |
166
+ | No log | 2.2772 | 230 | 0.6602 | 0.4750 | 0.6602 | 0.8125 |
167
+ | No log | 2.2970 | 232 | 0.7080 | 0.3844 | 0.7080 | 0.8414 |
168
+ | No log | 2.3168 | 234 | 0.7039 | 0.3609 | 0.7039 | 0.8390 |
169
+ | No log | 2.3366 | 236 | 0.6586 | 0.4743 | 0.6586 | 0.8115 |
170
+ | No log | 2.3564 | 238 | 0.6748 | 0.4391 | 0.6748 | 0.8215 |
171
+ | No log | 2.3762 | 240 | 0.7448 | 0.3455 | 0.7448 | 0.8630 |
172
+ | No log | 2.3960 | 242 | 0.7671 | 0.3082 | 0.7671 | 0.8759 |
173
+ | No log | 2.4158 | 244 | 0.7480 | 0.4242 | 0.7480 | 0.8648 |
174
+ | No log | 2.4356 | 246 | 0.7176 | 0.4241 | 0.7176 | 0.8471 |
175
+ | No log | 2.4554 | 248 | 0.7316 | 0.3933 | 0.7316 | 0.8553 |
176
+ | No log | 2.4752 | 250 | 0.7321 | 0.3973 | 0.7321 | 0.8556 |
177
+ | No log | 2.4950 | 252 | 0.7214 | 0.3981 | 0.7214 | 0.8494 |
178
+ | No log | 2.5149 | 254 | 0.7225 | 0.4051 | 0.7225 | 0.8500 |
179
+ | No log | 2.5347 | 256 | 0.7309 | 0.3579 | 0.7309 | 0.8549 |
180
+ | No log | 2.5545 | 258 | 0.7467 | 0.4621 | 0.7467 | 0.8641 |
181
+ | No log | 2.5743 | 260 | 0.7284 | 0.4833 | 0.7284 | 0.8535 |
182
+ | No log | 2.5941 | 262 | 0.6809 | 0.4384 | 0.6809 | 0.8252 |
183
+ | No log | 2.6139 | 264 | 0.6946 | 0.4587 | 0.6946 | 0.8334 |
184
+ | No log | 2.6337 | 266 | 0.7342 | 0.4334 | 0.7342 | 0.8569 |
185
+ | No log | 2.6535 | 268 | 0.6463 | 0.4157 | 0.6463 | 0.8039 |
186
+ | No log | 2.6733 | 270 | 0.6006 | 0.5421 | 0.6006 | 0.7750 |
187
+ | No log | 2.6931 | 272 | 0.6245 | 0.5120 | 0.6245 | 0.7903 |
188
+ | No log | 2.7129 | 274 | 0.6524 | 0.4205 | 0.6524 | 0.8077 |
189
+ | No log | 2.7327 | 276 | 0.6826 | 0.4706 | 0.6826 | 0.8262 |
190
+ | No log | 2.7525 | 278 | 0.7164 | 0.4794 | 0.7164 | 0.8464 |
191
+ | No log | 2.7723 | 280 | 0.7004 | 0.4501 | 0.7004 | 0.8369 |
192
+ | No log | 2.7921 | 282 | 0.7120 | 0.4292 | 0.7120 | 0.8438 |
193
+ | No log | 2.8119 | 284 | 0.7625 | 0.4789 | 0.7625 | 0.8732 |
194
+ | No log | 2.8317 | 286 | 0.8491 | 0.3579 | 0.8491 | 0.9215 |
195
+ | No log | 2.8515 | 288 | 0.7982 | 0.3538 | 0.7982 | 0.8934 |
196
+ | No log | 2.8713 | 290 | 0.7237 | 0.4727 | 0.7237 | 0.8507 |
197
+ | No log | 2.8911 | 292 | 0.6892 | 0.4766 | 0.6892 | 0.8302 |
198
+ | No log | 2.9109 | 294 | 0.6657 | 0.4824 | 0.6657 | 0.8159 |
199
+ | No log | 2.9307 | 296 | 0.6661 | 0.4711 | 0.6661 | 0.8161 |
200
+ | No log | 2.9505 | 298 | 0.6944 | 0.3717 | 0.6944 | 0.8333 |
201
+ | No log | 2.9703 | 300 | 0.7331 | 0.3655 | 0.7331 | 0.8562 |
202
+ | No log | 2.9901 | 302 | 0.7095 | 0.4817 | 0.7095 | 0.8423 |
203
+ | No log | 3.0099 | 304 | 0.6308 | 0.5628 | 0.6308 | 0.7942 |
204
+ | No log | 3.0297 | 306 | 0.6005 | 0.5271 | 0.6005 | 0.7749 |
205
+ | No log | 3.0495 | 308 | 0.5984 | 0.5285 | 0.5984 | 0.7736 |
206
+ | No log | 3.0693 | 310 | 0.6226 | 0.5332 | 0.6226 | 0.7890 |
207
+ | No log | 3.0891 | 312 | 0.6435 | 0.5498 | 0.6435 | 0.8022 |
208
+ | No log | 3.1089 | 314 | 0.6469 | 0.5589 | 0.6469 | 0.8043 |
209
+ | No log | 3.1287 | 316 | 0.6571 | 0.5589 | 0.6571 | 0.8106 |
210
+ | No log | 3.1485 | 318 | 0.6455 | 0.5656 | 0.6455 | 0.8034 |
211
+ | No log | 3.1683 | 320 | 0.6920 | 0.5175 | 0.6920 | 0.8319 |
212
+ | No log | 3.1881 | 322 | 0.7113 | 0.4670 | 0.7113 | 0.8434 |
213
+ | No log | 3.2079 | 324 | 0.6353 | 0.5392 | 0.6353 | 0.7971 |
214
+ | No log | 3.2277 | 326 | 0.6129 | 0.4898 | 0.6129 | 0.7829 |
215
+ | No log | 3.2475 | 328 | 0.6118 | 0.5796 | 0.6118 | 0.7821 |
216
+ | No log | 3.2673 | 330 | 0.6810 | 0.5003 | 0.6810 | 0.8252 |
217
+ | No log | 3.2871 | 332 | 0.7654 | 0.3866 | 0.7654 | 0.8749 |
218
+ | No log | 3.3069 | 334 | 0.7243 | 0.4297 | 0.7243 | 0.8510 |
219
+ | No log | 3.3267 | 336 | 0.6082 | 0.6431 | 0.6082 | 0.7799 |
220
+ | No log | 3.3465 | 338 | 0.5868 | 0.4986 | 0.5868 | 0.7660 |
221
+ | No log | 3.3663 | 340 | 0.6537 | 0.4353 | 0.6537 | 0.8085 |
222
+ | No log | 3.3861 | 342 | 0.6116 | 0.4534 | 0.6116 | 0.7820 |
223
+ | No log | 3.4059 | 344 | 0.5535 | 0.5306 | 0.5535 | 0.7440 |
224
+ | No log | 3.4257 | 346 | 0.6153 | 0.4967 | 0.6153 | 0.7844 |
225
+ | No log | 3.4455 | 348 | 0.8461 | 0.2933 | 0.8461 | 0.9198 |
226
+ | No log | 3.4653 | 350 | 1.0214 | 0.2746 | 1.0214 | 1.0106 |
227
+ | No log | 3.4851 | 352 | 1.0504 | 0.2723 | 1.0504 | 1.0249 |
228
+ | No log | 3.5050 | 354 | 0.9324 | 0.3099 | 0.9324 | 0.9656 |
229
+ | No log | 3.5248 | 356 | 0.7342 | 0.4756 | 0.7342 | 0.8568 |
230
+ | No log | 3.5446 | 358 | 0.6022 | 0.5604 | 0.6022 | 0.7760 |
231
+ | No log | 3.5644 | 360 | 0.6379 | 0.4737 | 0.6379 | 0.7987 |
232
+ | No log | 3.5842 | 362 | 0.6149 | 0.5164 | 0.6149 | 0.7842 |
233
+ | No log | 3.6040 | 364 | 0.5855 | 0.5348 | 0.5855 | 0.7652 |
234
+ | No log | 3.6238 | 366 | 0.6287 | 0.4898 | 0.6287 | 0.7929 |
235
+ | No log | 3.6436 | 368 | 0.6030 | 0.5078 | 0.6030 | 0.7765 |
236
+ | No log | 3.6634 | 370 | 0.5589 | 0.5580 | 0.5589 | 0.7476 |
237
+ | No log | 3.6832 | 372 | 0.5508 | 0.5505 | 0.5508 | 0.7422 |
238
+ | No log | 3.7030 | 374 | 0.5535 | 0.4493 | 0.5535 | 0.7440 |
239
+ | No log | 3.7228 | 376 | 0.5648 | 0.5034 | 0.5648 | 0.7515 |
240
+ | No log | 3.7426 | 378 | 0.5351 | 0.5159 | 0.5351 | 0.7315 |
241
+ | No log | 3.7624 | 380 | 0.5309 | 0.5768 | 0.5309 | 0.7286 |
242
+ | No log | 3.7822 | 382 | 0.5405 | 0.5159 | 0.5405 | 0.7352 |
243
+ | No log | 3.8020 | 384 | 0.5442 | 0.5548 | 0.5442 | 0.7377 |
244
+ | No log | 3.8218 | 386 | 0.5613 | 0.5953 | 0.5613 | 0.7492 |
245
+ | No log | 3.8416 | 388 | 0.5813 | 0.5648 | 0.5813 | 0.7624 |
246
+ | No log | 3.8614 | 390 | 0.5937 | 0.5987 | 0.5937 | 0.7705 |
247
+ | No log | 3.8812 | 392 | 0.5819 | 0.6092 | 0.5819 | 0.7628 |
248
+ | No log | 3.9010 | 394 | 0.5739 | 0.5679 | 0.5739 | 0.7575 |
249
+ | No log | 3.9208 | 396 | 0.5720 | 0.5679 | 0.5720 | 0.7563 |
250
+ | No log | 3.9406 | 398 | 0.5754 | 0.5880 | 0.5754 | 0.7585 |
251
+ | No log | 3.9604 | 400 | 0.5795 | 0.5880 | 0.5795 | 0.7612 |
252
+ | No log | 3.9802 | 402 | 0.5759 | 0.5982 | 0.5759 | 0.7589 |
253
+ | No log | 4.0 | 404 | 0.5749 | 0.6052 | 0.5749 | 0.7582 |
254
+ | No log | 4.0198 | 406 | 0.5979 | 0.5306 | 0.5979 | 0.7732 |
255
+ | No log | 4.0396 | 408 | 0.5934 | 0.5093 | 0.5934 | 0.7703 |
256
+ | No log | 4.0594 | 410 | 0.5685 | 0.5662 | 0.5685 | 0.7540 |
257
+ | No log | 4.0792 | 412 | 0.5930 | 0.5642 | 0.5930 | 0.7700 |
258
+ | No log | 4.0990 | 414 | 0.6237 | 0.5030 | 0.6237 | 0.7898 |
259
+ | No log | 4.1188 | 416 | 0.6022 | 0.5363 | 0.6022 | 0.7760 |
260
+ | No log | 4.1386 | 418 | 0.5711 | 0.6371 | 0.5711 | 0.7557 |
261
+ | No log | 4.1584 | 420 | 0.6093 | 0.4282 | 0.6093 | 0.7806 |
262
+ | No log | 4.1782 | 422 | 0.6047 | 0.4644 | 0.6047 | 0.7776 |
263
+ | No log | 4.1980 | 424 | 0.5622 | 0.6024 | 0.5622 | 0.7498 |
264
+ | No log | 4.2178 | 426 | 0.6125 | 0.4321 | 0.6125 | 0.7826 |
265
+ | No log | 4.2376 | 428 | 0.7242 | 0.3747 | 0.7242 | 0.8510 |
266
+ | No log | 4.2574 | 430 | 0.7764 | 0.3965 | 0.7764 | 0.8811 |
267
+ | No log | 4.2772 | 432 | 0.7206 | 0.4268 | 0.7206 | 0.8489 |
268
+ | No log | 4.2970 | 434 | 0.6801 | 0.4773 | 0.6801 | 0.8247 |
269
+ | No log | 4.3168 | 436 | 0.7025 | 0.4719 | 0.7025 | 0.8382 |
270
+ | No log | 4.3366 | 438 | 0.7577 | 0.4367 | 0.7577 | 0.8705 |
271
+ | No log | 4.3564 | 440 | 0.7106 | 0.4719 | 0.7106 | 0.8430 |
272
+ | No log | 4.3762 | 442 | 0.5929 | 0.5315 | 0.5929 | 0.7700 |
273
+ | No log | 4.3960 | 444 | 0.5292 | 0.5855 | 0.5292 | 0.7275 |
274
+ | No log | 4.4158 | 446 | 0.5266 | 0.6130 | 0.5266 | 0.7257 |
275
+ | No log | 4.4356 | 448 | 0.5439 | 0.6235 | 0.5439 | 0.7375 |
276
+ | No log | 4.4554 | 450 | 0.5947 | 0.5421 | 0.5947 | 0.7712 |
277
+ | No log | 4.4752 | 452 | 0.6259 | 0.5058 | 0.6259 | 0.7912 |
278
+ | No log | 4.4950 | 454 | 0.6726 | 0.5252 | 0.6726 | 0.8201 |
279
+ | No log | 4.5149 | 456 | 0.7482 | 0.5088 | 0.7482 | 0.8650 |
280
+ | No log | 4.5347 | 458 | 0.7401 | 0.4906 | 0.7401 | 0.8603 |
281
+ | No log | 4.5545 | 460 | 0.6298 | 0.5373 | 0.6298 | 0.7936 |
282
+ | No log | 4.5743 | 462 | 0.5373 | 0.5718 | 0.5373 | 0.7330 |
283
+ | No log | 4.5941 | 464 | 0.5198 | 0.5861 | 0.5198 | 0.7210 |
284
+ | No log | 4.6139 | 466 | 0.5198 | 0.5781 | 0.5198 | 0.7210 |
285
+ | No log | 4.6337 | 468 | 0.5266 | 0.5702 | 0.5266 | 0.7257 |
286
+ | No log | 4.6535 | 470 | 0.5319 | 0.5702 | 0.5319 | 0.7293 |
287
+ | No log | 4.6733 | 472 | 0.5652 | 0.5855 | 0.5652 | 0.7518 |
288
+ | No log | 4.6931 | 474 | 0.5687 | 0.6235 | 0.5687 | 0.7541 |
289
+ | No log | 4.7129 | 476 | 0.5509 | 0.5722 | 0.5509 | 0.7422 |
290
+ | No log | 4.7327 | 478 | 0.5637 | 0.4795 | 0.5637 | 0.7508 |
291
+ | No log | 4.7525 | 480 | 0.5872 | 0.4901 | 0.5872 | 0.7663 |
292
+ | No log | 4.7723 | 482 | 0.5637 | 0.4838 | 0.5637 | 0.7508 |
293
+ | No log | 4.7921 | 484 | 0.5689 | 0.4901 | 0.5689 | 0.7543 |
294
+ | No log | 4.8119 | 486 | 0.5639 | 0.4596 | 0.5639 | 0.7509 |
295
+ | No log | 4.8317 | 488 | 0.5521 | 0.5421 | 0.5521 | 0.7430 |
296
+ | No log | 4.8515 | 490 | 0.5575 | 0.5634 | 0.5575 | 0.7466 |
297
+ | No log | 4.8713 | 492 | 0.5613 | 0.4659 | 0.5613 | 0.7492 |
298
+ | No log | 4.8911 | 494 | 0.5743 | 0.5141 | 0.5743 | 0.7578 |
299
+ | No log | 4.9109 | 496 | 0.5758 | 0.5214 | 0.5758 | 0.7588 |
300
+ | No log | 4.9307 | 498 | 0.5957 | 0.4808 | 0.5957 | 0.7718 |
301
+ | 0.3815 | 4.9505 | 500 | 0.5802 | 0.5214 | 0.5802 | 0.7617 |
302
+ | 0.3815 | 4.9703 | 502 | 0.5707 | 0.5141 | 0.5707 | 0.7554 |
303
+ | 0.3815 | 4.9901 | 504 | 0.5507 | 0.5336 | 0.5507 | 0.7421 |
304
+ | 0.3815 | 5.0099 | 506 | 0.5595 | 0.5683 | 0.5595 | 0.7480 |
305
+ | 0.3815 | 5.0297 | 508 | 0.5587 | 0.5868 | 0.5587 | 0.7475 |
306
+ | 0.3815 | 5.0495 | 510 | 0.5379 | 0.5336 | 0.5379 | 0.7334 |
307
+ | 0.3815 | 5.0693 | 512 | 0.5775 | 0.4618 | 0.5775 | 0.7599 |
308
+ | 0.3815 | 5.0891 | 514 | 0.6341 | 0.4353 | 0.6341 | 0.7963 |
309
+ | 0.3815 | 5.1089 | 516 | 0.6029 | 0.4845 | 0.6029 | 0.7764 |
310
+ | 0.3815 | 5.1287 | 518 | 0.5268 | 0.5214 | 0.5268 | 0.7258 |
311
+ | 0.3815 | 5.1485 | 520 | 0.5335 | 0.6235 | 0.5335 | 0.7304 |
312
+ | 0.3815 | 5.1683 | 522 | 0.6261 | 0.4346 | 0.6261 | 0.7913 |
313
+ | 0.3815 | 5.1881 | 524 | 0.6522 | 0.4511 | 0.6522 | 0.8076 |
314
+ | 0.3815 | 5.2079 | 526 | 0.6015 | 0.4987 | 0.6015 | 0.7755 |
315
+ | 0.3815 | 5.2277 | 528 | 0.5240 | 0.6305 | 0.5240 | 0.7239 |
316
+ | 0.3815 | 5.2475 | 530 | 0.5190 | 0.6142 | 0.5190 | 0.7204 |
317
+ | 0.3815 | 5.2673 | 532 | 0.5216 | 0.5926 | 0.5216 | 0.7222 |
318
+ | 0.3815 | 5.2871 | 534 | 0.5249 | 0.6156 | 0.5249 | 0.7245 |
319
+ | 0.3815 | 5.3069 | 536 | 0.5511 | 0.5283 | 0.5511 | 0.7423 |
320
+ | 0.3815 | 5.3267 | 538 | 0.5889 | 0.4892 | 0.5889 | 0.7674 |
321
+ | 0.3815 | 5.3465 | 540 | 0.5871 | 0.5090 | 0.5871 | 0.7662 |
322
+ | 0.3815 | 5.3663 | 542 | 0.5639 | 0.5267 | 0.5639 | 0.7510 |
323
+ | 0.3815 | 5.3861 | 544 | 0.5586 | 0.6292 | 0.5586 | 0.7474 |
324
+ | 0.3815 | 5.4059 | 546 | 0.5644 | 0.5718 | 0.5644 | 0.7513 |
325
+ | 0.3815 | 5.4257 | 548 | 0.5619 | 0.6127 | 0.5619 | 0.7496 |
326
+ | 0.3815 | 5.4455 | 550 | 0.5712 | 0.5078 | 0.5712 | 0.7558 |
327
+ | 0.3815 | 5.4653 | 552 | 0.6056 | 0.5184 | 0.6056 | 0.7782 |
328
+ | 0.3815 | 5.4851 | 554 | 0.6023 | 0.5184 | 0.6023 | 0.7761 |
329
+ | 0.3815 | 5.5050 | 556 | 0.5667 | 0.5956 | 0.5667 | 0.7528 |
330
+ | 0.3815 | 5.5248 | 558 | 0.5562 | 0.6317 | 0.5562 | 0.7458 |
331
+ | 0.3815 | 5.5446 | 560 | 0.5620 | 0.6317 | 0.5620 | 0.7497 |
332
+ | 0.3815 | 5.5644 | 562 | 0.5874 | 0.5414 | 0.5874 | 0.7664 |
333
+ | 0.3815 | 5.5842 | 564 | 0.6383 | 0.4794 | 0.6383 | 0.7989 |
334
+ | 0.3815 | 5.6040 | 566 | 0.6372 | 0.4429 | 0.6372 | 0.7983 |
335
+ | 0.3815 | 5.6238 | 568 | 0.5867 | 0.5438 | 0.5867 | 0.7660 |
336
+ | 0.3815 | 5.6436 | 570 | 0.5609 | 0.4137 | 0.5609 | 0.7489 |
337
+ | 0.3815 | 5.6634 | 572 | 0.5688 | 0.4124 | 0.5688 | 0.7542 |
338
+ | 0.3815 | 5.6832 | 574 | 0.5638 | 0.4229 | 0.5638 | 0.7509 |
339
+ | 0.3815 | 5.7030 | 576 | 0.5653 | 0.4444 | 0.5653 | 0.7519 |
340
+ | 0.3815 | 5.7228 | 578 | 0.5757 | 0.5065 | 0.5757 | 0.7587 |
341
 
342
 
343
  ### Framework versions