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ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k15_task7_organization

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  1. README.md +271 -273
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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_FineTuningAraBERT_run3_AugV5_k14_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_FineTuningAraBERT_run3_AugV5_k14_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: 0.4929
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- - Qwk: 0.4847
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- - Mse: 0.4929
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- - Rmse: 0.7021
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  ## Model description
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@@ -49,273 +49,271 @@ 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 | 0.0556 | 2 | 2.5519 | -0.1213 | 2.5519 | 1.5975 |
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- | No log | 0.1111 | 4 | 1.3000 | 0.0412 | 1.3000 | 1.1402 |
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- | No log | 0.1667 | 6 | 1.1046 | 0.0476 | 1.1046 | 1.0510 |
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- | No log | 0.2222 | 8 | 0.8966 | 0.0408 | 0.8966 | 0.9469 |
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- | No log | 0.2778 | 10 | 0.8234 | 0.1093 | 0.8234 | 0.9074 |
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- | No log | 0.3333 | 12 | 0.9243 | 0.0058 | 0.9243 | 0.9614 |
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- | No log | 0.3889 | 14 | 0.9262 | 0.0478 | 0.9262 | 0.9624 |
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- | No log | 0.4444 | 16 | 0.8842 | 0.0717 | 0.8842 | 0.9403 |
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- | No log | 0.5 | 18 | 0.8177 | 0.0643 | 0.8177 | 0.9043 |
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- | No log | 0.5556 | 20 | 0.7688 | 0.1187 | 0.7688 | 0.8768 |
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- | No log | 0.6111 | 22 | 0.7551 | 0.0428 | 0.7551 | 0.8690 |
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- | No log | 0.6667 | 24 | 0.7611 | 0.0428 | 0.7611 | 0.8724 |
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- | No log | 0.7222 | 26 | 0.7364 | 0.0840 | 0.7364 | 0.8581 |
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- | No log | 0.7778 | 28 | 0.7772 | 0.2883 | 0.7772 | 0.8816 |
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- | No log | 0.8333 | 30 | 0.8088 | 0.3105 | 0.8088 | 0.8993 |
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- | No log | 0.8889 | 32 | 0.7655 | 0.2692 | 0.7655 | 0.8749 |
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- | No log | 0.9444 | 34 | 0.7013 | 0.3575 | 0.7013 | 0.8374 |
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- | No log | 1.0 | 36 | 0.7439 | 0.2317 | 0.7439 | 0.8625 |
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- | No log | 1.0556 | 38 | 0.7078 | 0.2783 | 0.7078 | 0.8413 |
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- | No log | 1.1111 | 40 | 0.7391 | 0.3637 | 0.7391 | 0.8597 |
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- | No log | 1.1667 | 42 | 0.8616 | 0.2843 | 0.8616 | 0.9282 |
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- | No log | 1.2222 | 44 | 0.8755 | 0.1962 | 0.8755 | 0.9357 |
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- | No log | 1.2778 | 46 | 0.8959 | 0.2923 | 0.8959 | 0.9465 |
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- | No log | 1.3333 | 48 | 0.8697 | 0.3425 | 0.8697 | 0.9326 |
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- | No log | 1.3889 | 50 | 0.7804 | 0.3238 | 0.7804 | 0.8834 |
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- | No log | 1.4444 | 52 | 0.7288 | 0.2285 | 0.7288 | 0.8537 |
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- | No log | 1.5 | 54 | 0.6840 | 0.2718 | 0.6840 | 0.8270 |
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- | No log | 1.5556 | 56 | 0.6796 | 0.2652 | 0.6796 | 0.8244 |
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- | No log | 1.6111 | 58 | 0.6982 | 0.2227 | 0.6982 | 0.8356 |
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- | No log | 1.6667 | 60 | 0.7411 | 0.2527 | 0.7411 | 0.8608 |
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- | No log | 1.7222 | 62 | 0.7601 | 0.2817 | 0.7601 | 0.8718 |
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- | No log | 1.7778 | 64 | 0.7568 | 0.2817 | 0.7568 | 0.8699 |
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- | No log | 1.8333 | 66 | 0.8656 | 0.2615 | 0.8656 | 0.9304 |
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- | No log | 1.8889 | 68 | 0.8814 | 0.2615 | 0.8814 | 0.9388 |
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- | No log | 1.9444 | 70 | 0.8785 | 0.2995 | 0.8785 | 0.9373 |
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- | No log | 2.0 | 72 | 0.7780 | 0.1866 | 0.7780 | 0.8820 |
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- | No log | 2.0556 | 74 | 0.7609 | 0.2171 | 0.7609 | 0.8723 |
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- | No log | 2.1111 | 76 | 0.7895 | 0.2518 | 0.7895 | 0.8886 |
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- | No log | 2.1667 | 78 | 0.7907 | 0.3231 | 0.7907 | 0.8892 |
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- | No log | 2.2222 | 80 | 0.7271 | 0.1962 | 0.7271 | 0.8527 |
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- | No log | 2.2778 | 82 | 0.7466 | 0.3069 | 0.7466 | 0.8641 |
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- | No log | 2.3333 | 84 | 0.6717 | 0.3399 | 0.6717 | 0.8196 |
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- | No log | 2.3889 | 86 | 0.6348 | 0.3426 | 0.6348 | 0.7967 |
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- | No log | 2.4444 | 88 | 0.6295 | 0.4068 | 0.6295 | 0.7934 |
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- | No log | 2.5 | 90 | 0.6110 | 0.4068 | 0.6110 | 0.7817 |
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- | No log | 2.5556 | 92 | 0.6533 | 0.3919 | 0.6533 | 0.8083 |
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- | No log | 2.6111 | 94 | 0.6640 | 0.4437 | 0.6640 | 0.8149 |
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- | No log | 2.6667 | 96 | 0.6156 | 0.3523 | 0.6156 | 0.7846 |
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- | No log | 2.7222 | 98 | 0.6404 | 0.3728 | 0.6404 | 0.8003 |
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- | No log | 2.7778 | 100 | 0.8311 | 0.2467 | 0.8311 | 0.9116 |
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- | No log | 2.8333 | 102 | 0.7053 | 0.3224 | 0.7053 | 0.8398 |
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- | No log | 2.8889 | 104 | 0.6530 | 0.2218 | 0.6530 | 0.8081 |
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- | No log | 2.9444 | 106 | 0.6970 | 0.2193 | 0.6970 | 0.8348 |
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- | No log | 3.0 | 108 | 0.9156 | 0.1672 | 0.9156 | 0.9569 |
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- | No log | 3.0556 | 110 | 0.8569 | 0.2443 | 0.8569 | 0.9257 |
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- | No log | 3.1111 | 112 | 0.5991 | 0.4618 | 0.5991 | 0.7740 |
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- | No log | 3.1667 | 114 | 0.5557 | 0.5266 | 0.5557 | 0.7454 |
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- | No log | 3.2222 | 116 | 0.5431 | 0.5248 | 0.5431 | 0.7370 |
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- | No log | 3.2778 | 118 | 0.5384 | 0.4829 | 0.5384 | 0.7338 |
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- | No log | 3.3333 | 120 | 0.5472 | 0.4595 | 0.5472 | 0.7397 |
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- | No log | 3.3889 | 122 | 0.5403 | 0.4555 | 0.5403 | 0.7350 |
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- | No log | 3.4444 | 124 | 0.5466 | 0.5430 | 0.5466 | 0.7393 |
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- | No log | 3.5 | 126 | 0.6177 | 0.4704 | 0.6177 | 0.7859 |
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- | No log | 3.5556 | 128 | 0.8762 | 0.3044 | 0.8762 | 0.9361 |
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- | No log | 3.6111 | 130 | 1.1158 | 0.1967 | 1.1158 | 1.0563 |
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- | No log | 3.6667 | 132 | 0.9341 | 0.2988 | 0.9341 | 0.9665 |
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- | No log | 3.7222 | 134 | 0.5717 | 0.5022 | 0.5717 | 0.7561 |
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- | No log | 3.7778 | 136 | 0.5997 | 0.4171 | 0.5997 | 0.7744 |
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- | No log | 3.8333 | 138 | 0.5736 | 0.4990 | 0.5736 | 0.7574 |
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- | No log | 3.8889 | 140 | 0.6469 | 0.4100 | 0.6469 | 0.8043 |
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- | No log | 3.9444 | 142 | 0.7402 | 0.3653 | 0.7402 | 0.8604 |
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- | No log | 4.0 | 144 | 0.6150 | 0.3894 | 0.6150 | 0.7842 |
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- | No log | 4.0556 | 146 | 0.5404 | 0.5521 | 0.5404 | 0.7351 |
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- | No log | 4.1111 | 148 | 0.5489 | 0.5404 | 0.5489 | 0.7409 |
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- | No log | 4.1667 | 150 | 0.5399 | 0.5326 | 0.5399 | 0.7347 |
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- | No log | 4.2222 | 152 | 0.5423 | 0.5095 | 0.5423 | 0.7364 |
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- | No log | 4.2778 | 154 | 0.5221 | 0.4788 | 0.5221 | 0.7226 |
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- | No log | 4.3333 | 156 | 0.5160 | 0.5714 | 0.5160 | 0.7184 |
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- | No log | 4.3889 | 158 | 0.5097 | 0.5798 | 0.5097 | 0.7140 |
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- | No log | 4.4444 | 160 | 0.4981 | 0.6154 | 0.4981 | 0.7057 |
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- | No log | 4.5 | 162 | 0.5262 | 0.4858 | 0.5262 | 0.7254 |
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- | No log | 4.5556 | 164 | 0.5771 | 0.4971 | 0.5771 | 0.7597 |
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- | No log | 4.6111 | 166 | 0.5111 | 0.5267 | 0.5111 | 0.7149 |
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- | No log | 4.6667 | 168 | 0.4911 | 0.5812 | 0.4911 | 0.7008 |
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- | No log | 4.7222 | 170 | 0.5096 | 0.6634 | 0.5096 | 0.7138 |
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- | No log | 4.7778 | 172 | 0.5105 | 0.5782 | 0.5105 | 0.7145 |
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- | No log | 4.8333 | 174 | 0.5258 | 0.5286 | 0.5258 | 0.7251 |
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- | No log | 4.8889 | 176 | 0.5373 | 0.5352 | 0.5373 | 0.7330 |
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- | No log | 4.9444 | 178 | 0.5428 | 0.6009 | 0.5428 | 0.7367 |
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- | No log | 5.0 | 180 | 0.6498 | 0.6016 | 0.6498 | 0.8061 |
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- | No log | 5.0556 | 182 | 0.5940 | 0.5668 | 0.5940 | 0.7707 |
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- | No log | 5.1111 | 184 | 0.5362 | 0.5860 | 0.5362 | 0.7322 |
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- | No log | 5.1667 | 186 | 0.5520 | 0.4942 | 0.5520 | 0.7429 |
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- | No log | 5.2222 | 188 | 0.5340 | 0.5860 | 0.5340 | 0.7307 |
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- | No log | 5.2778 | 190 | 0.6863 | 0.4072 | 0.6863 | 0.8285 |
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- | No log | 5.3333 | 192 | 0.7453 | 0.3699 | 0.7453 | 0.8633 |
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- | No log | 5.3889 | 194 | 0.6728 | 0.3590 | 0.6728 | 0.8202 |
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- | No log | 5.4444 | 196 | 0.6384 | 0.3996 | 0.6384 | 0.7990 |
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- | No log | 5.5 | 198 | 0.5975 | 0.4270 | 0.5975 | 0.7730 |
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- | No log | 5.5556 | 200 | 0.5908 | 0.4835 | 0.5908 | 0.7687 |
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- | No log | 5.6111 | 202 | 0.7368 | 0.4251 | 0.7368 | 0.8583 |
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- | No log | 5.6667 | 204 | 0.7528 | 0.4180 | 0.7528 | 0.8677 |
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- | No log | 5.7222 | 206 | 0.7578 | 0.4114 | 0.7578 | 0.8705 |
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- | No log | 5.7778 | 208 | 0.5757 | 0.4911 | 0.5757 | 0.7588 |
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- | No log | 5.8333 | 210 | 0.4877 | 0.5533 | 0.4877 | 0.6983 |
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- | No log | 5.8889 | 212 | 0.4803 | 0.5941 | 0.4803 | 0.6931 |
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- | No log | 5.9444 | 214 | 0.4784 | 0.5609 | 0.4784 | 0.6917 |
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- | No log | 6.0 | 216 | 0.5447 | 0.4576 | 0.5447 | 0.7380 |
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- | No log | 6.0556 | 218 | 0.5705 | 0.4576 | 0.5705 | 0.7553 |
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- | No log | 6.1111 | 220 | 0.4956 | 0.5736 | 0.4956 | 0.7040 |
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- | No log | 6.1667 | 222 | 0.4721 | 0.6129 | 0.4721 | 0.6871 |
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- | No log | 6.2222 | 224 | 0.4621 | 0.6254 | 0.4621 | 0.6798 |
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- | No log | 6.2778 | 226 | 0.4679 | 0.5980 | 0.4679 | 0.6840 |
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- | No log | 6.3333 | 228 | 0.4502 | 0.6254 | 0.4502 | 0.6710 |
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- | No log | 6.3889 | 230 | 0.4482 | 0.6254 | 0.4482 | 0.6695 |
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- | No log | 6.4444 | 232 | 0.4658 | 0.6346 | 0.4658 | 0.6825 |
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- | No log | 6.5 | 234 | 0.4665 | 0.6443 | 0.4665 | 0.6830 |
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- | No log | 6.5556 | 236 | 0.5344 | 0.5787 | 0.5344 | 0.7311 |
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- | No log | 6.6111 | 238 | 0.6781 | 0.4805 | 0.6781 | 0.8235 |
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- | No log | 6.6667 | 240 | 0.6973 | 0.4801 | 0.6973 | 0.8350 |
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- | No log | 6.7222 | 242 | 0.5906 | 0.4997 | 0.5906 | 0.7685 |
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- | No log | 6.7778 | 244 | 0.6019 | 0.4905 | 0.6019 | 0.7758 |
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- | No log | 6.8333 | 246 | 0.6567 | 0.4491 | 0.6567 | 0.8104 |
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- | No log | 6.8889 | 248 | 0.5952 | 0.4997 | 0.5952 | 0.7715 |
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- | No log | 6.9444 | 250 | 0.5464 | 0.4229 | 0.5464 | 0.7392 |
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- | No log | 7.0 | 252 | 0.5333 | 0.4217 | 0.5333 | 0.7303 |
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- | No log | 7.0556 | 254 | 0.5343 | 0.4338 | 0.5343 | 0.7310 |
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- | No log | 7.1111 | 256 | 0.5963 | 0.5017 | 0.5963 | 0.7722 |
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- | No log | 7.1667 | 258 | 0.6373 | 0.4330 | 0.6373 | 0.7983 |
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- | No log | 7.2222 | 260 | 0.5698 | 0.4614 | 0.5698 | 0.7549 |
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- | No log | 7.2778 | 262 | 0.5390 | 0.4378 | 0.5390 | 0.7341 |
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- | No log | 7.3333 | 264 | 0.5275 | 0.4752 | 0.5275 | 0.7263 |
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- | No log | 7.3889 | 266 | 0.5702 | 0.5639 | 0.5702 | 0.7551 |
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- | No log | 7.4444 | 268 | 0.6010 | 0.5544 | 0.6010 | 0.7753 |
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- | No log | 7.5 | 270 | 0.5426 | 0.5597 | 0.5426 | 0.7366 |
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- | No log | 7.5556 | 272 | 0.5020 | 0.5584 | 0.5020 | 0.7085 |
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- | No log | 7.6111 | 274 | 0.5021 | 0.5305 | 0.5021 | 0.7086 |
189
- | No log | 7.6667 | 276 | 0.5077 | 0.4402 | 0.5077 | 0.7125 |
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- | No log | 7.7222 | 278 | 0.5115 | 0.5151 | 0.5115 | 0.7152 |
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- | No log | 7.7778 | 280 | 0.5069 | 0.4898 | 0.5069 | 0.7120 |
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- | No log | 7.8333 | 282 | 0.5029 | 0.5339 | 0.5029 | 0.7091 |
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- | No log | 7.8889 | 284 | 0.4869 | 0.6317 | 0.4869 | 0.6977 |
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- | No log | 7.9444 | 286 | 0.6217 | 0.5026 | 0.6217 | 0.7885 |
195
- | No log | 8.0 | 288 | 0.7558 | 0.3963 | 0.7558 | 0.8694 |
196
- | No log | 8.0556 | 290 | 0.6495 | 0.4349 | 0.6495 | 0.8059 |
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- | No log | 8.1111 | 292 | 0.4947 | 0.5715 | 0.4947 | 0.7034 |
198
- | No log | 8.1667 | 294 | 0.4724 | 0.5714 | 0.4724 | 0.6873 |
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- | No log | 8.2222 | 296 | 0.4683 | 0.5960 | 0.4683 | 0.6843 |
200
- | No log | 8.2778 | 298 | 0.5004 | 0.5309 | 0.5004 | 0.7074 |
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- | No log | 8.3333 | 300 | 0.4768 | 0.6037 | 0.4768 | 0.6905 |
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- | No log | 8.3889 | 302 | 0.4831 | 0.5485 | 0.4831 | 0.6951 |
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- | No log | 8.4444 | 304 | 0.5606 | 0.5252 | 0.5606 | 0.7487 |
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- | No log | 8.5 | 306 | 0.6434 | 0.4728 | 0.6434 | 0.8021 |
205
- | No log | 8.5556 | 308 | 0.7144 | 0.4648 | 0.7144 | 0.8452 |
206
- | No log | 8.6111 | 310 | 0.7184 | 0.4721 | 0.7184 | 0.8476 |
207
- | No log | 8.6667 | 312 | 0.5966 | 0.4916 | 0.5966 | 0.7724 |
208
- | No log | 8.7222 | 314 | 0.5623 | 0.5723 | 0.5623 | 0.7499 |
209
- | No log | 8.7778 | 316 | 0.6113 | 0.5140 | 0.6113 | 0.7818 |
210
- | No log | 8.8333 | 318 | 0.7170 | 0.5665 | 0.7170 | 0.8467 |
211
- | No log | 8.8889 | 320 | 0.6600 | 0.5594 | 0.6600 | 0.8124 |
212
- | No log | 8.9444 | 322 | 0.5506 | 0.5692 | 0.5506 | 0.7420 |
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- | No log | 9.0 | 324 | 0.4969 | 0.5095 | 0.4969 | 0.7049 |
214
- | No log | 9.0556 | 326 | 0.4816 | 0.5672 | 0.4816 | 0.6939 |
215
- | No log | 9.1111 | 328 | 0.4765 | 0.5114 | 0.4765 | 0.6903 |
216
- | No log | 9.1667 | 330 | 0.5160 | 0.4795 | 0.5160 | 0.7183 |
217
- | No log | 9.2222 | 332 | 0.5463 | 0.5367 | 0.5463 | 0.7391 |
218
- | No log | 9.2778 | 334 | 0.5030 | 0.4206 | 0.5030 | 0.7092 |
219
- | No log | 9.3333 | 336 | 0.4945 | 0.5304 | 0.4945 | 0.7032 |
220
- | No log | 9.3889 | 338 | 0.5324 | 0.5603 | 0.5324 | 0.7296 |
221
- | No log | 9.4444 | 340 | 0.5207 | 0.5304 | 0.5207 | 0.7216 |
222
- | No log | 9.5 | 342 | 0.5168 | 0.5095 | 0.5168 | 0.7189 |
223
- | No log | 9.5556 | 344 | 0.5383 | 0.3919 | 0.5383 | 0.7337 |
224
- | No log | 9.6111 | 346 | 0.5499 | 0.3919 | 0.5499 | 0.7415 |
225
- | No log | 9.6667 | 348 | 0.5320 | 0.4001 | 0.5320 | 0.7294 |
226
- | No log | 9.7222 | 350 | 0.5213 | 0.4378 | 0.5213 | 0.7220 |
227
- | No log | 9.7778 | 352 | 0.5060 | 0.4929 | 0.5060 | 0.7113 |
228
- | No log | 9.8333 | 354 | 0.4964 | 0.5114 | 0.4964 | 0.7045 |
229
- | No log | 9.8889 | 356 | 0.5246 | 0.4397 | 0.5246 | 0.7243 |
230
- | No log | 9.9444 | 358 | 0.5884 | 0.5622 | 0.5884 | 0.7671 |
231
- | No log | 10.0 | 360 | 0.5373 | 0.5404 | 0.5373 | 0.7330 |
232
- | No log | 10.0556 | 362 | 0.5039 | 0.5557 | 0.5039 | 0.7099 |
233
- | No log | 10.1111 | 364 | 0.5041 | 0.5353 | 0.5041 | 0.7100 |
234
- | No log | 10.1667 | 366 | 0.4941 | 0.4919 | 0.4941 | 0.7030 |
235
- | No log | 10.2222 | 368 | 0.5046 | 0.4808 | 0.5046 | 0.7103 |
236
- | No log | 10.2778 | 370 | 0.5106 | 0.3919 | 0.5106 | 0.7146 |
237
- | No log | 10.3333 | 372 | 0.4998 | 0.5101 | 0.4998 | 0.7070 |
238
- | No log | 10.3889 | 374 | 0.4904 | 0.5286 | 0.4904 | 0.7003 |
239
- | No log | 10.4444 | 376 | 0.4835 | 0.4970 | 0.4835 | 0.6954 |
240
- | No log | 10.5 | 378 | 0.4807 | 0.5731 | 0.4807 | 0.6933 |
241
- | No log | 10.5556 | 380 | 0.4682 | 0.5044 | 0.4682 | 0.6842 |
242
- | No log | 10.6111 | 382 | 0.4910 | 0.4482 | 0.4910 | 0.7007 |
243
- | No log | 10.6667 | 384 | 0.5073 | 0.3919 | 0.5073 | 0.7123 |
244
- | No log | 10.7222 | 386 | 0.4763 | 0.5101 | 0.4763 | 0.6901 |
245
- | No log | 10.7778 | 388 | 0.4824 | 0.5305 | 0.4824 | 0.6945 |
246
- | No log | 10.8333 | 390 | 0.5022 | 0.5162 | 0.5022 | 0.7087 |
247
- | No log | 10.8889 | 392 | 0.5045 | 0.4774 | 0.5045 | 0.7103 |
248
- | No log | 10.9444 | 394 | 0.5047 | 0.3809 | 0.5047 | 0.7104 |
249
- | No log | 11.0 | 396 | 0.5445 | 0.3919 | 0.5445 | 0.7379 |
250
- | No log | 11.0556 | 398 | 0.6054 | 0.4513 | 0.6054 | 0.7781 |
251
- | No log | 11.1111 | 400 | 0.6025 | 0.4513 | 0.6025 | 0.7762 |
252
- | No log | 11.1667 | 402 | 0.5949 | 0.4270 | 0.5949 | 0.7713 |
253
- | No log | 11.2222 | 404 | 0.5808 | 0.4270 | 0.5808 | 0.7621 |
254
- | No log | 11.2778 | 406 | 0.5662 | 0.3622 | 0.5662 | 0.7525 |
255
- | No log | 11.3333 | 408 | 0.5556 | 0.3782 | 0.5556 | 0.7454 |
256
- | No log | 11.3889 | 410 | 0.5749 | 0.3782 | 0.5749 | 0.7582 |
257
- | No log | 11.4444 | 412 | 0.6269 | 0.4414 | 0.6269 | 0.7918 |
258
- | No log | 11.5 | 414 | 0.7474 | 0.3359 | 0.7474 | 0.8645 |
259
- | No log | 11.5556 | 416 | 0.7862 | 0.3294 | 0.7862 | 0.8867 |
260
- | No log | 11.6111 | 418 | 0.6937 | 0.3770 | 0.6937 | 0.8329 |
261
- | No log | 11.6667 | 420 | 0.5941 | 0.3622 | 0.5941 | 0.7708 |
262
- | No log | 11.7222 | 422 | 0.5756 | 0.4086 | 0.5756 | 0.7587 |
263
- | No log | 11.7778 | 424 | 0.6105 | 0.4375 | 0.6105 | 0.7813 |
264
- | No log | 11.8333 | 426 | 0.6845 | 0.4835 | 0.6845 | 0.8273 |
265
- | No log | 11.8889 | 428 | 0.7120 | 0.3586 | 0.7120 | 0.8438 |
266
- | No log | 11.9444 | 430 | 0.6172 | 0.4375 | 0.6172 | 0.7856 |
267
- | No log | 12.0 | 432 | 0.5504 | 0.4659 | 0.5504 | 0.7419 |
268
- | No log | 12.0556 | 434 | 0.5561 | 0.4681 | 0.5561 | 0.7457 |
269
- | No log | 12.1111 | 436 | 0.5520 | 0.4538 | 0.5520 | 0.7429 |
270
- | No log | 12.1667 | 438 | 0.6122 | 0.3701 | 0.6122 | 0.7825 |
271
- | No log | 12.2222 | 440 | 0.8007 | 0.3665 | 0.8007 | 0.8948 |
272
- | No log | 12.2778 | 442 | 0.9434 | 0.3697 | 0.9434 | 0.9713 |
273
- | No log | 12.3333 | 444 | 0.8034 | 0.3731 | 0.8034 | 0.8964 |
274
- | No log | 12.3889 | 446 | 0.6127 | 0.4352 | 0.6127 | 0.7828 |
275
- | No log | 12.4444 | 448 | 0.5406 | 0.4972 | 0.5406 | 0.7353 |
276
- | No log | 12.5 | 450 | 0.5655 | 0.5587 | 0.5655 | 0.7520 |
277
- | No log | 12.5556 | 452 | 0.5482 | 0.5493 | 0.5482 | 0.7404 |
278
- | No log | 12.6111 | 454 | 0.5526 | 0.4314 | 0.5526 | 0.7434 |
279
- | No log | 12.6667 | 456 | 0.6040 | 0.4774 | 0.6040 | 0.7772 |
280
- | No log | 12.7222 | 458 | 0.6165 | 0.4502 | 0.6165 | 0.7852 |
281
- | No log | 12.7778 | 460 | 0.5702 | 0.4524 | 0.5702 | 0.7551 |
282
- | No log | 12.8333 | 462 | 0.5295 | 0.4659 | 0.5295 | 0.7277 |
283
- | No log | 12.8889 | 464 | 0.5263 | 0.5305 | 0.5263 | 0.7255 |
284
- | No log | 12.9444 | 466 | 0.5218 | 0.5114 | 0.5218 | 0.7223 |
285
- | No log | 13.0 | 468 | 0.5320 | 0.4837 | 0.5320 | 0.7294 |
286
- | No log | 13.0556 | 470 | 0.6141 | 0.4997 | 0.6141 | 0.7837 |
287
- | No log | 13.1111 | 472 | 0.6822 | 0.4949 | 0.6822 | 0.8259 |
288
- | No log | 13.1667 | 474 | 0.6493 | 0.5455 | 0.6493 | 0.8058 |
289
- | No log | 13.2222 | 476 | 0.5540 | 0.5195 | 0.5540 | 0.7443 |
290
- | No log | 13.2778 | 478 | 0.5218 | 0.5022 | 0.5218 | 0.7224 |
291
- | No log | 13.3333 | 480 | 0.5316 | 0.4795 | 0.5316 | 0.7291 |
292
- | No log | 13.3889 | 482 | 0.5295 | 0.4795 | 0.5295 | 0.7277 |
293
- | No log | 13.4444 | 484 | 0.5296 | 0.4378 | 0.5296 | 0.7277 |
294
- | No log | 13.5 | 486 | 0.5225 | 0.4591 | 0.5225 | 0.7229 |
295
- | No log | 13.5556 | 488 | 0.5174 | 0.4659 | 0.5174 | 0.7193 |
296
- | No log | 13.6111 | 490 | 0.5198 | 0.4378 | 0.5198 | 0.7210 |
297
- | No log | 13.6667 | 492 | 0.5778 | 0.4100 | 0.5778 | 0.7602 |
298
- | No log | 13.7222 | 494 | 0.6460 | 0.4911 | 0.6460 | 0.8038 |
299
- | No log | 13.7778 | 496 | 0.6805 | 0.4444 | 0.6805 | 0.8250 |
300
- | No log | 13.8333 | 498 | 0.6568 | 0.4684 | 0.6568 | 0.8104 |
301
- | 0.3227 | 13.8889 | 500 | 0.5390 | 0.5195 | 0.5390 | 0.7342 |
302
- | 0.3227 | 13.9444 | 502 | 0.4918 | 0.5422 | 0.4918 | 0.7013 |
303
- | 0.3227 | 14.0 | 504 | 0.4744 | 0.5457 | 0.4744 | 0.6888 |
304
- | 0.3227 | 14.0556 | 506 | 0.4768 | 0.5457 | 0.4768 | 0.6905 |
305
- | 0.3227 | 14.1111 | 508 | 0.4887 | 0.5422 | 0.4887 | 0.6990 |
306
- | 0.3227 | 14.1667 | 510 | 0.5270 | 0.5104 | 0.5270 | 0.7259 |
307
- | 0.3227 | 14.2222 | 512 | 0.5589 | 0.4597 | 0.5589 | 0.7476 |
308
- | 0.3227 | 14.2778 | 514 | 0.5538 | 0.4597 | 0.5538 | 0.7442 |
309
- | 0.3227 | 14.3333 | 516 | 0.5305 | 0.5104 | 0.5305 | 0.7283 |
310
- | 0.3227 | 14.3889 | 518 | 0.4958 | 0.6115 | 0.4958 | 0.7042 |
311
- | 0.3227 | 14.4444 | 520 | 0.4664 | 0.5846 | 0.4664 | 0.6829 |
312
- | 0.3227 | 14.5 | 522 | 0.4645 | 0.5510 | 0.4645 | 0.6815 |
313
- | 0.3227 | 14.5556 | 524 | 0.4730 | 0.5457 | 0.4730 | 0.6878 |
314
- | 0.3227 | 14.6111 | 526 | 0.5468 | 0.4774 | 0.5468 | 0.7395 |
315
- | 0.3227 | 14.6667 | 528 | 0.6056 | 0.4749 | 0.6056 | 0.7782 |
316
- | 0.3227 | 14.7222 | 530 | 0.5771 | 0.4835 | 0.5771 | 0.7597 |
317
- | 0.3227 | 14.7778 | 532 | 0.5175 | 0.4614 | 0.5175 | 0.7194 |
318
- | 0.3227 | 14.8333 | 534 | 0.4929 | 0.4847 | 0.4929 | 0.7021 |
319
 
320
 
321
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k15_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_FineTuningAraBERT_run3_AugV5_k15_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: 0.5827
19
+ - Qwk: 0.3354
20
+ - Mse: 0.5827
21
+ - Rmse: 0.7633
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 2.4742 | -0.0262 | 2.4742 | 1.5730 |
53
+ | No log | 0.1053 | 4 | 1.3467 | 0.0423 | 1.3467 | 1.1605 |
54
+ | No log | 0.1579 | 6 | 0.9517 | -0.0622 | 0.9517 | 0.9756 |
55
+ | No log | 0.2105 | 8 | 0.9130 | 0.1508 | 0.9130 | 0.9555 |
56
+ | No log | 0.2632 | 10 | 0.9536 | 0.1180 | 0.9536 | 0.9765 |
57
+ | No log | 0.3158 | 12 | 0.9793 | 0.1584 | 0.9793 | 0.9896 |
58
+ | No log | 0.3684 | 14 | 0.7882 | -0.0149 | 0.7882 | 0.8878 |
59
+ | No log | 0.4211 | 16 | 0.7247 | 0.0 | 0.7247 | 0.8513 |
60
+ | No log | 0.4737 | 18 | 0.8137 | 0.2156 | 0.8137 | 0.9020 |
61
+ | No log | 0.5263 | 20 | 0.8123 | 0.1786 | 0.8123 | 0.9013 |
62
+ | No log | 0.5789 | 22 | 0.8021 | 0.0 | 0.8021 | 0.8956 |
63
+ | No log | 0.6316 | 24 | 0.7675 | -0.0027 | 0.7675 | 0.8761 |
64
+ | No log | 0.6842 | 26 | 0.6940 | 0.1287 | 0.6940 | 0.8331 |
65
+ | No log | 0.7368 | 28 | 0.7868 | 0.1372 | 0.7868 | 0.8870 |
66
+ | No log | 0.7895 | 30 | 0.8928 | 0.3444 | 0.8928 | 0.9449 |
67
+ | No log | 0.8421 | 32 | 0.7854 | 0.0944 | 0.7854 | 0.8862 |
68
+ | No log | 0.8947 | 34 | 0.7197 | 0.1327 | 0.7197 | 0.8483 |
69
+ | No log | 0.9474 | 36 | 0.7623 | 0.1327 | 0.7623 | 0.8731 |
70
+ | No log | 1.0 | 38 | 0.7829 | 0.2128 | 0.7829 | 0.8848 |
71
+ | No log | 1.0526 | 40 | 0.7623 | 0.2412 | 0.7623 | 0.8731 |
72
+ | No log | 1.1053 | 42 | 0.7603 | 0.1942 | 0.7603 | 0.8720 |
73
+ | No log | 1.1579 | 44 | 0.7794 | 0.3019 | 0.7794 | 0.8829 |
74
+ | No log | 1.2105 | 46 | 0.9561 | 0.1300 | 0.9561 | 0.9778 |
75
+ | No log | 1.2632 | 48 | 1.0133 | 0.0390 | 1.0133 | 1.0066 |
76
+ | No log | 1.3158 | 50 | 0.8659 | 0.2642 | 0.8659 | 0.9306 |
77
+ | No log | 1.3684 | 52 | 0.7905 | 0.3050 | 0.7905 | 0.8891 |
78
+ | No log | 1.4211 | 54 | 0.7617 | 0.1710 | 0.7617 | 0.8728 |
79
+ | No log | 1.4737 | 56 | 0.7881 | 0.3477 | 0.7881 | 0.8878 |
80
+ | No log | 1.5263 | 58 | 0.7931 | 0.3125 | 0.7931 | 0.8906 |
81
+ | No log | 1.5789 | 60 | 0.7634 | 0.2815 | 0.7634 | 0.8737 |
82
+ | No log | 1.6316 | 62 | 0.7977 | 0.1988 | 0.7977 | 0.8931 |
83
+ | No log | 1.6842 | 64 | 0.7782 | 0.2540 | 0.7782 | 0.8822 |
84
+ | No log | 1.7368 | 66 | 0.7562 | 0.2711 | 0.7562 | 0.8696 |
85
+ | No log | 1.7895 | 68 | 0.7734 | 0.1935 | 0.7734 | 0.8794 |
86
+ | No log | 1.8421 | 70 | 0.7374 | 0.1935 | 0.7374 | 0.8587 |
87
+ | No log | 1.8947 | 72 | 0.6690 | 0.2325 | 0.6690 | 0.8179 |
88
+ | No log | 1.9474 | 74 | 0.7951 | 0.2233 | 0.7951 | 0.8917 |
89
+ | No log | 2.0 | 76 | 0.7147 | 0.3299 | 0.7147 | 0.8454 |
90
+ | No log | 2.0526 | 78 | 0.6206 | 0.4111 | 0.6206 | 0.7878 |
91
+ | No log | 2.1053 | 80 | 0.8465 | 0.3134 | 0.8465 | 0.9201 |
92
+ | No log | 2.1579 | 82 | 1.0390 | 0.4186 | 1.0390 | 1.0193 |
93
+ | No log | 2.2105 | 84 | 0.9510 | 0.3782 | 0.9510 | 0.9752 |
94
+ | No log | 2.2632 | 86 | 0.6268 | 0.3524 | 0.6268 | 0.7917 |
95
+ | No log | 2.3158 | 88 | 0.6908 | 0.4677 | 0.6908 | 0.8312 |
96
+ | No log | 2.3684 | 90 | 0.7447 | 0.4018 | 0.7447 | 0.8630 |
97
+ | No log | 2.4211 | 92 | 0.6870 | 0.3125 | 0.6870 | 0.8288 |
98
+ | No log | 2.4737 | 94 | 0.6383 | 0.3228 | 0.6383 | 0.7989 |
99
+ | No log | 2.5263 | 96 | 0.7360 | 0.3099 | 0.7360 | 0.8579 |
100
+ | No log | 2.5789 | 98 | 0.8811 | 0.3234 | 0.8811 | 0.9386 |
101
+ | No log | 2.6316 | 100 | 0.8034 | 0.3099 | 0.8034 | 0.8963 |
102
+ | No log | 2.6842 | 102 | 0.7284 | 0.1752 | 0.7284 | 0.8535 |
103
+ | No log | 2.7368 | 104 | 0.7980 | 0.2846 | 0.7980 | 0.8933 |
104
+ | No log | 2.7895 | 106 | 0.8182 | 0.2435 | 0.8182 | 0.9045 |
105
+ | No log | 2.8421 | 108 | 0.7762 | 0.2738 | 0.7762 | 0.8810 |
106
+ | No log | 2.8947 | 110 | 0.7566 | 0.2738 | 0.7566 | 0.8698 |
107
+ | No log | 2.9474 | 112 | 0.7072 | 0.3001 | 0.7072 | 0.8410 |
108
+ | No log | 3.0 | 114 | 0.6775 | 0.2970 | 0.6775 | 0.8231 |
109
+ | No log | 3.0526 | 116 | 0.6462 | 0.3215 | 0.6462 | 0.8038 |
110
+ | No log | 3.1053 | 118 | 0.5811 | 0.3633 | 0.5811 | 0.7623 |
111
+ | No log | 3.1579 | 120 | 0.6644 | 0.4190 | 0.6644 | 0.8151 |
112
+ | No log | 3.2105 | 122 | 0.6913 | 0.3942 | 0.6913 | 0.8314 |
113
+ | No log | 3.2632 | 124 | 0.5908 | 0.3809 | 0.5908 | 0.7686 |
114
+ | No log | 3.3158 | 126 | 0.7371 | 0.4652 | 0.7371 | 0.8585 |
115
+ | No log | 3.3684 | 128 | 0.8727 | 0.3425 | 0.8727 | 0.9342 |
116
+ | No log | 3.4211 | 130 | 0.7783 | 0.3827 | 0.7783 | 0.8822 |
117
+ | No log | 3.4737 | 132 | 0.6236 | 0.4817 | 0.6236 | 0.7897 |
118
+ | No log | 3.5263 | 134 | 0.7051 | 0.4270 | 0.7051 | 0.8397 |
119
+ | No log | 3.5789 | 136 | 0.9443 | 0.3052 | 0.9443 | 0.9718 |
120
+ | No log | 3.6316 | 138 | 0.9926 | 0.3052 | 0.9926 | 0.9963 |
121
+ | No log | 3.6842 | 140 | 0.9194 | 0.2830 | 0.9194 | 0.9589 |
122
+ | No log | 3.7368 | 142 | 0.8147 | 0.3822 | 0.8147 | 0.9026 |
123
+ | No log | 3.7895 | 144 | 0.6964 | 0.4182 | 0.6964 | 0.8345 |
124
+ | No log | 3.8421 | 146 | 0.6642 | 0.3530 | 0.6642 | 0.8150 |
125
+ | No log | 3.8947 | 148 | 0.6608 | 0.3728 | 0.6608 | 0.8129 |
126
+ | No log | 3.9474 | 150 | 0.6710 | 0.3754 | 0.6710 | 0.8191 |
127
+ | No log | 4.0 | 152 | 0.7809 | 0.3653 | 0.7809 | 0.8837 |
128
+ | No log | 4.0526 | 154 | 1.0638 | 0.2872 | 1.0638 | 1.0314 |
129
+ | No log | 4.1053 | 156 | 1.1561 | 0.2392 | 1.1561 | 1.0752 |
130
+ | No log | 4.1579 | 158 | 1.0542 | 0.2756 | 1.0542 | 1.0268 |
131
+ | No log | 4.2105 | 160 | 0.8145 | 0.2904 | 0.8145 | 0.9025 |
132
+ | No log | 4.2632 | 162 | 0.6302 | 0.4111 | 0.6302 | 0.7938 |
133
+ | No log | 4.3158 | 164 | 0.6788 | 0.3902 | 0.6788 | 0.8239 |
134
+ | No log | 4.3684 | 166 | 0.7493 | 0.4708 | 0.7493 | 0.8656 |
135
+ | No log | 4.4211 | 168 | 0.7314 | 0.4690 | 0.7314 | 0.8552 |
136
+ | No log | 4.4737 | 170 | 0.6900 | 0.4478 | 0.6900 | 0.8307 |
137
+ | No log | 4.5263 | 172 | 0.7100 | 0.4413 | 0.7100 | 0.8426 |
138
+ | No log | 4.5789 | 174 | 0.7475 | 0.3503 | 0.7475 | 0.8646 |
139
+ | No log | 4.6316 | 176 | 0.7553 | 0.3503 | 0.7553 | 0.8691 |
140
+ | No log | 4.6842 | 178 | 0.7432 | 0.4270 | 0.7432 | 0.8621 |
141
+ | No log | 4.7368 | 180 | 0.7022 | 0.3116 | 0.7022 | 0.8380 |
142
+ | No log | 4.7895 | 182 | 0.7344 | 0.4190 | 0.7344 | 0.8570 |
143
+ | No log | 4.8421 | 184 | 0.8381 | 0.2958 | 0.8381 | 0.9155 |
144
+ | No log | 4.8947 | 186 | 0.8743 | 0.3097 | 0.8743 | 0.9350 |
145
+ | No log | 4.9474 | 188 | 0.8019 | 0.3036 | 0.8019 | 0.8955 |
146
+ | No log | 5.0 | 190 | 0.6537 | 0.5032 | 0.6537 | 0.8085 |
147
+ | No log | 5.0526 | 192 | 0.7095 | 0.4652 | 0.7095 | 0.8423 |
148
+ | No log | 5.1053 | 194 | 0.8942 | 0.3185 | 0.8942 | 0.9456 |
149
+ | No log | 5.1579 | 196 | 0.8896 | 0.3185 | 0.8896 | 0.9432 |
150
+ | No log | 5.2105 | 198 | 0.6909 | 0.4429 | 0.6909 | 0.8312 |
151
+ | No log | 5.2632 | 200 | 0.6416 | 0.4523 | 0.6416 | 0.8010 |
152
+ | No log | 5.3158 | 202 | 0.7933 | 0.3219 | 0.7933 | 0.8907 |
153
+ | No log | 5.3684 | 204 | 0.8430 | 0.3012 | 0.8430 | 0.9182 |
154
+ | No log | 5.4211 | 206 | 0.7460 | 0.3480 | 0.7460 | 0.8637 |
155
+ | No log | 5.4737 | 208 | 0.6201 | 0.4322 | 0.6201 | 0.7874 |
156
+ | No log | 5.5263 | 210 | 0.6676 | 0.4949 | 0.6676 | 0.8171 |
157
+ | No log | 5.5789 | 212 | 0.6688 | 0.4713 | 0.6688 | 0.8178 |
158
+ | No log | 5.6316 | 214 | 0.6173 | 0.4484 | 0.6173 | 0.7857 |
159
+ | No log | 5.6842 | 216 | 0.6435 | 0.4081 | 0.6435 | 0.8022 |
160
+ | No log | 5.7368 | 218 | 0.6934 | 0.3609 | 0.6934 | 0.8327 |
161
+ | No log | 5.7895 | 220 | 0.6635 | 0.3677 | 0.6635 | 0.8146 |
162
+ | No log | 5.8421 | 222 | 0.6301 | 0.5095 | 0.6301 | 0.7938 |
163
+ | No log | 5.8947 | 224 | 0.6350 | 0.4590 | 0.6350 | 0.7969 |
164
+ | No log | 5.9474 | 226 | 0.6768 | 0.4199 | 0.6768 | 0.8227 |
165
+ | No log | 6.0 | 228 | 0.7713 | 0.3432 | 0.7713 | 0.8782 |
166
+ | No log | 6.0526 | 230 | 0.7957 | 0.3827 | 0.7957 | 0.8920 |
167
+ | No log | 6.1053 | 232 | 0.7240 | 0.3615 | 0.7240 | 0.8509 |
168
+ | No log | 6.1579 | 234 | 0.6286 | 0.5110 | 0.6286 | 0.7929 |
169
+ | No log | 6.2105 | 236 | 0.6117 | 0.4923 | 0.6117 | 0.7821 |
170
+ | No log | 6.2632 | 238 | 0.6096 | 0.4762 | 0.6096 | 0.7808 |
171
+ | No log | 6.3158 | 240 | 0.6084 | 0.4762 | 0.6084 | 0.7800 |
172
+ | No log | 6.3684 | 242 | 0.6253 | 0.4611 | 0.6253 | 0.7908 |
173
+ | No log | 6.4211 | 244 | 0.6681 | 0.4468 | 0.6681 | 0.8174 |
174
+ | No log | 6.4737 | 246 | 0.6616 | 0.4351 | 0.6616 | 0.8134 |
175
+ | No log | 6.5263 | 248 | 0.6492 | 0.4161 | 0.6492 | 0.8057 |
176
+ | No log | 6.5789 | 250 | 0.6595 | 0.3915 | 0.6595 | 0.8121 |
177
+ | No log | 6.6316 | 252 | 0.6643 | 0.4656 | 0.6643 | 0.8151 |
178
+ | No log | 6.6842 | 254 | 0.6725 | 0.4285 | 0.6725 | 0.8201 |
179
+ | No log | 6.7368 | 256 | 0.6730 | 0.4285 | 0.6730 | 0.8204 |
180
+ | No log | 6.7895 | 258 | 0.6613 | 0.4516 | 0.6613 | 0.8132 |
181
+ | No log | 6.8421 | 260 | 0.6864 | 0.3640 | 0.6864 | 0.8285 |
182
+ | No log | 6.8947 | 262 | 0.7230 | 0.3653 | 0.7230 | 0.8503 |
183
+ | No log | 6.9474 | 264 | 0.8123 | 0.3394 | 0.8123 | 0.9013 |
184
+ | No log | 7.0 | 266 | 0.8276 | 0.3394 | 0.8276 | 0.9097 |
185
+ | No log | 7.0526 | 268 | 0.7615 | 0.3394 | 0.7615 | 0.8726 |
186
+ | No log | 7.1053 | 270 | 0.6895 | 0.4134 | 0.6895 | 0.8304 |
187
+ | No log | 7.1579 | 272 | 0.6898 | 0.4134 | 0.6898 | 0.8305 |
188
+ | No log | 7.2105 | 274 | 0.7241 | 0.4134 | 0.7241 | 0.8510 |
189
+ | No log | 7.2632 | 276 | 0.7271 | 0.4029 | 0.7271 | 0.8527 |
190
+ | No log | 7.3158 | 278 | 0.7505 | 0.3183 | 0.7505 | 0.8663 |
191
+ | No log | 7.3684 | 280 | 0.7760 | 0.3394 | 0.7760 | 0.8809 |
192
+ | No log | 7.4211 | 282 | 0.7468 | 0.3319 | 0.7468 | 0.8642 |
193
+ | No log | 7.4737 | 284 | 0.7255 | 0.3699 | 0.7255 | 0.8517 |
194
+ | No log | 7.5263 | 286 | 0.6792 | 0.3425 | 0.6792 | 0.8241 |
195
+ | No log | 7.5789 | 288 | 0.6720 | 0.4514 | 0.6720 | 0.8197 |
196
+ | No log | 7.6316 | 290 | 0.6707 | 0.4455 | 0.6707 | 0.8190 |
197
+ | No log | 7.6842 | 292 | 0.7229 | 0.5098 | 0.7229 | 0.8502 |
198
+ | No log | 7.7368 | 294 | 0.8001 | 0.3239 | 0.8001 | 0.8945 |
199
+ | No log | 7.7895 | 296 | 0.7768 | 0.4077 | 0.7768 | 0.8813 |
200
+ | No log | 7.8421 | 298 | 0.6694 | 0.5937 | 0.6694 | 0.8182 |
201
+ | No log | 7.8947 | 300 | 0.6446 | 0.4334 | 0.6446 | 0.8029 |
202
+ | No log | 7.9474 | 302 | 0.7535 | 0.3892 | 0.7535 | 0.8681 |
203
+ | No log | 8.0 | 304 | 0.8514 | 0.4250 | 0.8514 | 0.9227 |
204
+ | No log | 8.0526 | 306 | 0.8075 | 0.4032 | 0.8075 | 0.8986 |
205
+ | No log | 8.1053 | 308 | 0.6964 | 0.4825 | 0.6964 | 0.8345 |
206
+ | No log | 8.1579 | 310 | 0.6299 | 0.4536 | 0.6299 | 0.7937 |
207
+ | No log | 8.2105 | 312 | 0.6410 | 0.5003 | 0.6410 | 0.8007 |
208
+ | No log | 8.2632 | 314 | 0.6426 | 0.5167 | 0.6426 | 0.8016 |
209
+ | No log | 8.3158 | 316 | 0.6348 | 0.4137 | 0.6348 | 0.7967 |
210
+ | No log | 8.3684 | 318 | 0.6200 | 0.4253 | 0.6200 | 0.7874 |
211
+ | No log | 8.4211 | 320 | 0.6143 | 0.4308 | 0.6143 | 0.7838 |
212
+ | No log | 8.4737 | 322 | 0.6103 | 0.4495 | 0.6103 | 0.7812 |
213
+ | No log | 8.5263 | 324 | 0.6705 | 0.4315 | 0.6705 | 0.8188 |
214
+ | No log | 8.5789 | 326 | 0.8006 | 0.3312 | 0.8006 | 0.8948 |
215
+ | No log | 8.6316 | 328 | 0.8928 | 0.3735 | 0.8928 | 0.9449 |
216
+ | No log | 8.6842 | 330 | 0.8453 | 0.3632 | 0.8453 | 0.9194 |
217
+ | No log | 8.7368 | 332 | 0.7150 | 0.3754 | 0.7150 | 0.8456 |
218
+ | No log | 8.7895 | 334 | 0.6515 | 0.4218 | 0.6515 | 0.8072 |
219
+ | No log | 8.8421 | 336 | 0.5915 | 0.5272 | 0.5915 | 0.7691 |
220
+ | No log | 8.8947 | 338 | 0.5672 | 0.5177 | 0.5672 | 0.7531 |
221
+ | No log | 8.9474 | 340 | 0.5655 | 0.4722 | 0.5655 | 0.7520 |
222
+ | No log | 9.0 | 342 | 0.5624 | 0.4776 | 0.5624 | 0.7499 |
223
+ | No log | 9.0526 | 344 | 0.5802 | 0.5692 | 0.5802 | 0.7617 |
224
+ | No log | 9.1053 | 346 | 0.6370 | 0.5500 | 0.6370 | 0.7981 |
225
+ | No log | 9.1579 | 348 | 0.6974 | 0.4686 | 0.6974 | 0.8351 |
226
+ | No log | 9.2105 | 350 | 0.7002 | 0.4686 | 0.7002 | 0.8368 |
227
+ | No log | 9.2632 | 352 | 0.6332 | 0.5696 | 0.6332 | 0.7958 |
228
+ | No log | 9.3158 | 354 | 0.5675 | 0.5678 | 0.5675 | 0.7533 |
229
+ | No log | 9.3684 | 356 | 0.5481 | 0.4937 | 0.5481 | 0.7404 |
230
+ | No log | 9.4211 | 358 | 0.5545 | 0.4314 | 0.5545 | 0.7447 |
231
+ | No log | 9.4737 | 360 | 0.5375 | 0.4768 | 0.5375 | 0.7331 |
232
+ | No log | 9.5263 | 362 | 0.5279 | 0.4484 | 0.5279 | 0.7265 |
233
+ | No log | 9.5789 | 364 | 0.5283 | 0.4127 | 0.5283 | 0.7268 |
234
+ | No log | 9.6316 | 366 | 0.5288 | 0.4217 | 0.5288 | 0.7272 |
235
+ | No log | 9.6842 | 368 | 0.5364 | 0.4019 | 0.5364 | 0.7324 |
236
+ | No log | 9.7368 | 370 | 0.5599 | 0.4027 | 0.5599 | 0.7483 |
237
+ | No log | 9.7895 | 372 | 0.6190 | 0.4597 | 0.6190 | 0.7868 |
238
+ | No log | 9.8421 | 374 | 0.6763 | 0.4272 | 0.6763 | 0.8224 |
239
+ | No log | 9.8947 | 376 | 0.6970 | 0.4272 | 0.6970 | 0.8349 |
240
+ | No log | 9.9474 | 378 | 0.6467 | 0.4597 | 0.6467 | 0.8042 |
241
+ | No log | 10.0 | 380 | 0.5988 | 0.4013 | 0.5988 | 0.7738 |
242
+ | No log | 10.0526 | 382 | 0.5846 | 0.4484 | 0.5846 | 0.7646 |
243
+ | No log | 10.1053 | 384 | 0.5987 | 0.4463 | 0.5987 | 0.7738 |
244
+ | No log | 10.1579 | 386 | 0.6253 | 0.4201 | 0.6253 | 0.7907 |
245
+ | No log | 10.2105 | 388 | 0.7074 | 0.4738 | 0.7074 | 0.8411 |
246
+ | No log | 10.2632 | 390 | 0.8107 | 0.4018 | 0.8107 | 0.9004 |
247
+ | No log | 10.3158 | 392 | 0.7848 | 0.3913 | 0.7848 | 0.8859 |
248
+ | No log | 10.3684 | 394 | 0.7276 | 0.4349 | 0.7276 | 0.8530 |
249
+ | No log | 10.4211 | 396 | 0.6852 | 0.4819 | 0.6852 | 0.8278 |
250
+ | No log | 10.4737 | 398 | 0.6185 | 0.3933 | 0.6185 | 0.7865 |
251
+ | No log | 10.5263 | 400 | 0.5995 | 0.4262 | 0.5995 | 0.7743 |
252
+ | No log | 10.5789 | 402 | 0.5925 | 0.4423 | 0.5925 | 0.7697 |
253
+ | No log | 10.6316 | 404 | 0.6125 | 0.3974 | 0.6125 | 0.7827 |
254
+ | No log | 10.6842 | 406 | 0.6715 | 0.4819 | 0.6715 | 0.8195 |
255
+ | No log | 10.7368 | 408 | 0.6650 | 0.4144 | 0.6650 | 0.8155 |
256
+ | No log | 10.7895 | 410 | 0.6117 | 0.4618 | 0.6117 | 0.7821 |
257
+ | No log | 10.8421 | 412 | 0.5883 | 0.5131 | 0.5883 | 0.7670 |
258
+ | No log | 10.8947 | 414 | 0.5779 | 0.4681 | 0.5779 | 0.7602 |
259
+ | No log | 10.9474 | 416 | 0.5832 | 0.4569 | 0.5832 | 0.7637 |
260
+ | No log | 11.0 | 418 | 0.5743 | 0.4788 | 0.5743 | 0.7578 |
261
+ | No log | 11.0526 | 420 | 0.5643 | 0.5095 | 0.5643 | 0.7512 |
262
+ | No log | 11.1053 | 422 | 0.5686 | 0.4722 | 0.5686 | 0.7541 |
263
+ | No log | 11.1579 | 424 | 0.5787 | 0.4972 | 0.5787 | 0.7607 |
264
+ | No log | 11.2105 | 426 | 0.5892 | 0.4738 | 0.5892 | 0.7676 |
265
+ | No log | 11.2632 | 428 | 0.6094 | 0.4717 | 0.6094 | 0.7806 |
266
+ | No log | 11.3158 | 430 | 0.6527 | 0.5276 | 0.6527 | 0.8079 |
267
+ | No log | 11.3684 | 432 | 0.6550 | 0.4855 | 0.6550 | 0.8093 |
268
+ | No log | 11.4211 | 434 | 0.6210 | 0.4660 | 0.6210 | 0.7880 |
269
+ | No log | 11.4737 | 436 | 0.5874 | 0.4343 | 0.5874 | 0.7664 |
270
+ | No log | 11.5263 | 438 | 0.5743 | 0.4322 | 0.5743 | 0.7578 |
271
+ | No log | 11.5789 | 440 | 0.5751 | 0.4044 | 0.5751 | 0.7583 |
272
+ | No log | 11.6316 | 442 | 0.6119 | 0.3197 | 0.6119 | 0.7822 |
273
+ | No log | 11.6842 | 444 | 0.6490 | 0.3267 | 0.6490 | 0.8056 |
274
+ | No log | 11.7368 | 446 | 0.6497 | 0.3267 | 0.6497 | 0.8060 |
275
+ | No log | 11.7895 | 448 | 0.6279 | 0.3572 | 0.6279 | 0.7924 |
276
+ | No log | 11.8421 | 450 | 0.6135 | 0.4036 | 0.6135 | 0.7833 |
277
+ | No log | 11.8947 | 452 | 0.6097 | 0.4637 | 0.6097 | 0.7808 |
278
+ | No log | 11.9474 | 454 | 0.6138 | 0.5009 | 0.6138 | 0.7834 |
279
+ | No log | 12.0 | 456 | 0.6141 | 0.4737 | 0.6141 | 0.7837 |
280
+ | No log | 12.0526 | 458 | 0.6055 | 0.5009 | 0.6055 | 0.7781 |
281
+ | No log | 12.1053 | 460 | 0.6026 | 0.4820 | 0.6026 | 0.7763 |
282
+ | No log | 12.1579 | 462 | 0.5875 | 0.4575 | 0.5875 | 0.7665 |
283
+ | No log | 12.2105 | 464 | 0.5648 | 0.4569 | 0.5648 | 0.7516 |
284
+ | No log | 12.2632 | 466 | 0.5528 | 0.4322 | 0.5528 | 0.7435 |
285
+ | No log | 12.3158 | 468 | 0.5506 | 0.4044 | 0.5506 | 0.7420 |
286
+ | No log | 12.3684 | 470 | 0.5579 | 0.3228 | 0.5579 | 0.7469 |
287
+ | No log | 12.4211 | 472 | 0.5705 | 0.3523 | 0.5705 | 0.7553 |
288
+ | No log | 12.4737 | 474 | 0.6239 | 0.3728 | 0.6239 | 0.7899 |
289
+ | No log | 12.5263 | 476 | 0.6757 | 0.3224 | 0.6757 | 0.8220 |
290
+ | No log | 12.5789 | 478 | 0.7165 | 0.4212 | 0.7165 | 0.8464 |
291
+ | No log | 12.6316 | 480 | 0.6811 | 0.3966 | 0.6811 | 0.8253 |
292
+ | No log | 12.6842 | 482 | 0.6402 | 0.3524 | 0.6402 | 0.8001 |
293
+ | No log | 12.7368 | 484 | 0.6091 | 0.3445 | 0.6091 | 0.7804 |
294
+ | No log | 12.7895 | 486 | 0.5898 | 0.3552 | 0.5898 | 0.7680 |
295
+ | No log | 12.8421 | 488 | 0.5820 | 0.3863 | 0.5820 | 0.7629 |
296
+ | No log | 12.8947 | 490 | 0.5926 | 0.4161 | 0.5926 | 0.7698 |
297
+ | No log | 12.9474 | 492 | 0.6111 | 0.3728 | 0.6111 | 0.7817 |
298
+ | No log | 13.0 | 494 | 0.6315 | 0.4354 | 0.6315 | 0.7947 |
299
+ | No log | 13.0526 | 496 | 0.6816 | 0.4602 | 0.6816 | 0.8256 |
300
+ | No log | 13.1053 | 498 | 0.7210 | 0.4404 | 0.7210 | 0.8491 |
301
+ | 0.3837 | 13.1579 | 500 | 0.6919 | 0.4404 | 0.6919 | 0.8318 |
302
+ | 0.3837 | 13.2105 | 502 | 0.6139 | 0.4782 | 0.6139 | 0.7835 |
303
+ | 0.3837 | 13.2632 | 504 | 0.5931 | 0.4678 | 0.5931 | 0.7701 |
304
+ | 0.3837 | 13.3158 | 506 | 0.5840 | 0.5184 | 0.5840 | 0.7642 |
305
+ | 0.3837 | 13.3684 | 508 | 0.5733 | 0.5021 | 0.5733 | 0.7572 |
306
+ | 0.3837 | 13.4211 | 510 | 0.5664 | 0.5021 | 0.5664 | 0.7526 |
307
+ | 0.3837 | 13.4737 | 512 | 0.5620 | 0.5021 | 0.5620 | 0.7497 |
308
+ | 0.3837 | 13.5263 | 514 | 0.5541 | 0.5021 | 0.5541 | 0.7444 |
309
+ | 0.3837 | 13.5789 | 516 | 0.5593 | 0.5021 | 0.5593 | 0.7479 |
310
+ | 0.3837 | 13.6316 | 518 | 0.6003 | 0.4576 | 0.6003 | 0.7748 |
311
+ | 0.3837 | 13.6842 | 520 | 0.6271 | 0.4534 | 0.6271 | 0.7919 |
312
+ | 0.3837 | 13.7368 | 522 | 0.6206 | 0.3840 | 0.6206 | 0.7878 |
313
+ | 0.3837 | 13.7895 | 524 | 0.5944 | 0.3224 | 0.5944 | 0.7710 |
314
+ | 0.3837 | 13.8421 | 526 | 0.5817 | 0.3575 | 0.5817 | 0.7627 |
315
+ | 0.3837 | 13.8947 | 528 | 0.5815 | 0.3354 | 0.5815 | 0.7626 |
316
+ | 0.3837 | 13.9474 | 530 | 0.5827 | 0.3354 | 0.5827 | 0.7633 |
 
 
317
 
318
 
319
  ### Framework versions