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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_task5_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_task5_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_task5_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: 0.6736
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- - Qwk: 0.5971
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- - Mse: 0.6736
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- - Rmse: 0.8208
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  ## Model description
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@@ -49,266 +49,261 @@ 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 | 0.0333 | 2 | 3.8428 | -0.0172 | 3.8428 | 1.9603 |
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- | No log | 0.0667 | 4 | 1.9405 | 0.0103 | 1.9405 | 1.3930 |
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- | No log | 0.1 | 6 | 1.1931 | 0.1086 | 1.1931 | 1.0923 |
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- | No log | 0.1333 | 8 | 1.1671 | 0.1125 | 1.1671 | 1.0803 |
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- | No log | 0.1667 | 10 | 1.1488 | 0.3014 | 1.1488 | 1.0718 |
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- | No log | 0.2 | 12 | 1.0444 | 0.3344 | 1.0444 | 1.0219 |
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- | No log | 0.2333 | 14 | 1.1067 | 0.2963 | 1.1067 | 1.0520 |
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- | No log | 0.2667 | 16 | 1.2664 | 0.3216 | 1.2664 | 1.1253 |
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- | No log | 0.3 | 18 | 0.8656 | 0.5565 | 0.8656 | 0.9304 |
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- | No log | 0.3333 | 20 | 0.7256 | 0.5787 | 0.7256 | 0.8518 |
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- | No log | 0.3667 | 22 | 0.7532 | 0.6206 | 0.7532 | 0.8679 |
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- | No log | 0.4 | 24 | 0.7092 | 0.6274 | 0.7092 | 0.8422 |
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- | No log | 0.4333 | 26 | 0.9955 | 0.5608 | 0.9955 | 0.9977 |
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- | No log | 0.4667 | 28 | 0.9179 | 0.5365 | 0.9179 | 0.9581 |
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- | No log | 0.5 | 30 | 0.6891 | 0.6319 | 0.6891 | 0.8301 |
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- | No log | 0.5333 | 32 | 0.7616 | 0.5680 | 0.7616 | 0.8727 |
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- | No log | 0.5667 | 34 | 0.8821 | 0.5410 | 0.8821 | 0.9392 |
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- | No log | 0.6 | 36 | 0.9564 | 0.4692 | 0.9564 | 0.9780 |
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- | No log | 0.6333 | 38 | 0.7757 | 0.5425 | 0.7757 | 0.8808 |
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- | No log | 0.6667 | 40 | 0.6957 | 0.6051 | 0.6957 | 0.8341 |
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- | No log | 0.7 | 42 | 0.8472 | 0.6067 | 0.8472 | 0.9204 |
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- | No log | 0.7333 | 44 | 0.9421 | 0.5825 | 0.9421 | 0.9706 |
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- | No log | 0.7667 | 46 | 0.8897 | 0.6129 | 0.8897 | 0.9432 |
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- | No log | 0.8 | 48 | 0.8053 | 0.6844 | 0.8053 | 0.8974 |
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- | No log | 0.8333 | 50 | 0.7313 | 0.6221 | 0.7313 | 0.8551 |
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- | No log | 0.8667 | 52 | 0.7635 | 0.6618 | 0.7635 | 0.8738 |
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- | No log | 0.9 | 54 | 0.7477 | 0.6317 | 0.7477 | 0.8647 |
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- | No log | 0.9333 | 56 | 0.6973 | 0.6142 | 0.6973 | 0.8350 |
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- | No log | 0.9667 | 58 | 0.7154 | 0.5828 | 0.7154 | 0.8458 |
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- | No log | 1.0 | 60 | 0.7250 | 0.5869 | 0.7250 | 0.8515 |
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- | No log | 1.0333 | 62 | 0.7018 | 0.5713 | 0.7018 | 0.8377 |
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- | No log | 1.0667 | 64 | 0.6896 | 0.6352 | 0.6896 | 0.8304 |
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- | No log | 1.1 | 66 | 0.6898 | 0.6520 | 0.6898 | 0.8305 |
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- | No log | 1.1333 | 68 | 0.6496 | 0.6578 | 0.6496 | 0.8060 |
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- | No log | 1.1667 | 70 | 0.6722 | 0.6473 | 0.6722 | 0.8199 |
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- | No log | 1.2 | 72 | 0.7030 | 0.6689 | 0.7030 | 0.8385 |
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- | No log | 1.2333 | 74 | 0.7165 | 0.6662 | 0.7165 | 0.8465 |
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- | No log | 1.2667 | 76 | 0.6671 | 0.6452 | 0.6671 | 0.8167 |
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- | No log | 1.3 | 78 | 0.6804 | 0.6294 | 0.6804 | 0.8249 |
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- | No log | 1.3333 | 80 | 0.6599 | 0.6215 | 0.6599 | 0.8124 |
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- | No log | 1.3667 | 82 | 0.6794 | 0.6087 | 0.6794 | 0.8243 |
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- | No log | 1.4 | 84 | 0.6916 | 0.6240 | 0.6916 | 0.8316 |
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- | No log | 1.4333 | 86 | 0.8802 | 0.6369 | 0.8802 | 0.9382 |
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- | No log | 1.4667 | 88 | 1.1230 | 0.4260 | 1.1230 | 1.0597 |
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- | No log | 1.5 | 90 | 0.9930 | 0.5466 | 0.9930 | 0.9965 |
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- | No log | 1.5333 | 92 | 0.7575 | 0.6296 | 0.7575 | 0.8704 |
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- | No log | 1.5667 | 94 | 0.7500 | 0.6106 | 0.7500 | 0.8661 |
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- | No log | 1.6 | 96 | 0.7578 | 0.6230 | 0.7578 | 0.8705 |
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- | No log | 1.6333 | 98 | 0.6727 | 0.6094 | 0.6727 | 0.8202 |
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- | No log | 1.6667 | 100 | 0.6717 | 0.6354 | 0.6717 | 0.8196 |
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- | No log | 1.7 | 102 | 0.6652 | 0.6345 | 0.6652 | 0.8156 |
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- | No log | 1.7333 | 104 | 0.6472 | 0.6205 | 0.6472 | 0.8045 |
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- | No log | 1.7667 | 106 | 0.6741 | 0.5914 | 0.6741 | 0.8210 |
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- | No log | 1.8 | 108 | 0.6797 | 0.6067 | 0.6797 | 0.8244 |
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- | No log | 1.8333 | 110 | 0.6639 | 0.6059 | 0.6639 | 0.8148 |
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- | No log | 1.8667 | 112 | 0.6520 | 0.6077 | 0.6520 | 0.8074 |
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- | No log | 1.9 | 114 | 0.6313 | 0.6235 | 0.6313 | 0.7945 |
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- | No log | 1.9333 | 116 | 0.6253 | 0.6822 | 0.6253 | 0.7908 |
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- | No log | 1.9667 | 118 | 0.6292 | 0.6822 | 0.6292 | 0.7932 |
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- | No log | 2.0 | 120 | 0.6366 | 0.6659 | 0.6366 | 0.7979 |
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- | No log | 2.0333 | 122 | 0.6373 | 0.6561 | 0.6373 | 0.7983 |
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- | No log | 2.0667 | 124 | 0.6281 | 0.7088 | 0.6281 | 0.7926 |
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- | No log | 2.1 | 126 | 0.6141 | 0.6822 | 0.6141 | 0.7836 |
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- | No log | 2.1333 | 128 | 0.6233 | 0.6518 | 0.6233 | 0.7895 |
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- | No log | 2.1667 | 130 | 0.6173 | 0.6822 | 0.6173 | 0.7857 |
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- | No log | 2.2 | 132 | 0.6736 | 0.6107 | 0.6736 | 0.8207 |
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- | No log | 2.2333 | 134 | 0.6620 | 0.6396 | 0.6620 | 0.8136 |
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- | No log | 2.2667 | 136 | 0.6453 | 0.6602 | 0.6453 | 0.8033 |
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- | No log | 2.3 | 138 | 0.6690 | 0.6324 | 0.6690 | 0.8179 |
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- | No log | 2.3333 | 140 | 0.6459 | 0.6570 | 0.6459 | 0.8037 |
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- | No log | 2.3667 | 142 | 0.6378 | 0.6805 | 0.6378 | 0.7986 |
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- | No log | 2.4 | 144 | 0.7424 | 0.5425 | 0.7424 | 0.8617 |
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- | No log | 2.4333 | 146 | 0.7104 | 0.5032 | 0.7104 | 0.8429 |
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- | No log | 2.4667 | 148 | 0.6215 | 0.6073 | 0.6215 | 0.7883 |
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- | No log | 2.5 | 150 | 0.6903 | 0.5446 | 0.6903 | 0.8308 |
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- | No log | 2.5333 | 152 | 0.7026 | 0.6321 | 0.7026 | 0.8382 |
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- | No log | 2.5667 | 154 | 0.6630 | 0.6468 | 0.6630 | 0.8143 |
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- | No log | 2.6 | 156 | 0.6954 | 0.6630 | 0.6954 | 0.8339 |
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- | No log | 2.6333 | 158 | 0.7406 | 0.6648 | 0.7406 | 0.8606 |
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- | No log | 2.6667 | 160 | 0.7314 | 0.7001 | 0.7314 | 0.8552 |
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- | No log | 2.7 | 162 | 0.6812 | 0.6170 | 0.6812 | 0.8253 |
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- | No log | 2.7333 | 164 | 0.6450 | 0.6430 | 0.6450 | 0.8031 |
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- | No log | 2.7667 | 166 | 0.6401 | 0.6814 | 0.6401 | 0.8001 |
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- | No log | 2.8 | 168 | 0.6462 | 0.6632 | 0.6462 | 0.8039 |
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- | No log | 2.8333 | 170 | 0.6406 | 0.6593 | 0.6406 | 0.8004 |
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- | No log | 2.8667 | 172 | 0.6416 | 0.6517 | 0.6416 | 0.8010 |
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- | No log | 2.9 | 174 | 0.6872 | 0.5908 | 0.6872 | 0.8290 |
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- | No log | 2.9333 | 176 | 0.6917 | 0.6098 | 0.6917 | 0.8317 |
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- | No log | 2.9667 | 178 | 0.6757 | 0.6749 | 0.6757 | 0.8220 |
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- | No log | 3.0 | 180 | 0.7001 | 0.6797 | 0.7001 | 0.8367 |
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- | No log | 3.0333 | 182 | 0.7187 | 0.6968 | 0.7187 | 0.8478 |
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- | No log | 3.0667 | 184 | 0.7177 | 0.6833 | 0.7177 | 0.8472 |
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- | No log | 3.1 | 186 | 0.6872 | 0.6705 | 0.6872 | 0.8290 |
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- | No log | 3.1333 | 188 | 0.6819 | 0.6554 | 0.6819 | 0.8258 |
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- | No log | 3.1667 | 190 | 0.7191 | 0.6083 | 0.7191 | 0.8480 |
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- | No log | 3.2 | 192 | 0.6714 | 0.6244 | 0.6714 | 0.8194 |
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- | No log | 3.2333 | 194 | 0.6589 | 0.6038 | 0.6589 | 0.8117 |
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- | No log | 3.2667 | 196 | 0.7320 | 0.5726 | 0.7320 | 0.8556 |
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- | No log | 3.3 | 198 | 0.7367 | 0.6269 | 0.7367 | 0.8583 |
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- | No log | 3.3333 | 200 | 0.7156 | 0.6180 | 0.7156 | 0.8459 |
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- | No log | 3.3667 | 202 | 0.6968 | 0.6335 | 0.6968 | 0.8348 |
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- | No log | 3.4 | 204 | 0.6549 | 0.5545 | 0.6549 | 0.8092 |
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- | No log | 3.4333 | 206 | 0.6644 | 0.5830 | 0.6644 | 0.8151 |
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- | No log | 3.4667 | 208 | 0.7830 | 0.5691 | 0.7830 | 0.8849 |
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- | No log | 3.5 | 210 | 0.8600 | 0.5676 | 0.8600 | 0.9273 |
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- | No log | 3.5333 | 212 | 0.7164 | 0.6490 | 0.7164 | 0.8464 |
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- | No log | 3.5667 | 214 | 0.6392 | 0.6288 | 0.6392 | 0.7995 |
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- | No log | 3.6 | 216 | 0.6855 | 0.6219 | 0.6855 | 0.8279 |
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- | No log | 3.6333 | 218 | 0.6805 | 0.5690 | 0.6805 | 0.8249 |
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- | No log | 3.6667 | 220 | 0.6707 | 0.5618 | 0.6707 | 0.8189 |
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- | No log | 3.7 | 222 | 0.6927 | 0.5650 | 0.6927 | 0.8323 |
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- | No log | 3.7333 | 224 | 0.6779 | 0.5759 | 0.6779 | 0.8233 |
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- | No log | 3.7667 | 226 | 0.6738 | 0.5261 | 0.6738 | 0.8209 |
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- | No log | 3.8 | 228 | 0.6715 | 0.4804 | 0.6715 | 0.8195 |
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- | No log | 3.8333 | 230 | 0.6722 | 0.6365 | 0.6722 | 0.8199 |
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- | No log | 3.8667 | 232 | 0.7002 | 0.6234 | 0.7002 | 0.8368 |
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- | No log | 3.9 | 234 | 0.6968 | 0.6234 | 0.6968 | 0.8348 |
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- | No log | 3.9333 | 236 | 0.6542 | 0.6178 | 0.6542 | 0.8088 |
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- | No log | 3.9667 | 238 | 0.6876 | 0.6602 | 0.6876 | 0.8292 |
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- | No log | 4.0 | 240 | 0.7510 | 0.5993 | 0.7510 | 0.8666 |
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- | No log | 4.0333 | 242 | 0.7351 | 0.6289 | 0.7351 | 0.8574 |
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- | No log | 4.0667 | 244 | 0.6618 | 0.6638 | 0.6618 | 0.8135 |
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- | No log | 4.1 | 246 | 0.6669 | 0.6012 | 0.6669 | 0.8166 |
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- | No log | 4.1333 | 248 | 0.7211 | 0.5560 | 0.7211 | 0.8491 |
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- | No log | 4.1667 | 250 | 0.7289 | 0.5560 | 0.7289 | 0.8538 |
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- | No log | 4.2 | 252 | 0.6630 | 0.5588 | 0.6630 | 0.8143 |
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- | No log | 4.2333 | 254 | 0.6299 | 0.6650 | 0.6299 | 0.7937 |
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- | No log | 4.2667 | 256 | 0.6479 | 0.6703 | 0.6479 | 0.8049 |
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- | No log | 4.3 | 258 | 0.6393 | 0.6602 | 0.6393 | 0.7996 |
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- | No log | 4.3333 | 260 | 0.6785 | 0.6718 | 0.6785 | 0.8237 |
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- | No log | 4.3667 | 262 | 0.7895 | 0.5632 | 0.7895 | 0.8886 |
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- | No log | 4.4 | 264 | 0.7846 | 0.5655 | 0.7846 | 0.8858 |
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- | No log | 4.4333 | 266 | 0.6805 | 0.6206 | 0.6805 | 0.8249 |
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- | No log | 4.4667 | 268 | 0.6317 | 0.6717 | 0.6317 | 0.7948 |
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- | No log | 4.5 | 270 | 0.6356 | 0.6853 | 0.6356 | 0.7972 |
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- | No log | 4.5333 | 272 | 0.6519 | 0.6729 | 0.6519 | 0.8074 |
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- | No log | 4.5667 | 274 | 0.6764 | 0.6055 | 0.6764 | 0.8225 |
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- | No log | 4.6 | 276 | 0.7138 | 0.5944 | 0.7138 | 0.8449 |
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- | No log | 4.6333 | 278 | 0.7103 | 0.5919 | 0.7103 | 0.8428 |
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- | No log | 4.6667 | 280 | 0.6805 | 0.6269 | 0.6805 | 0.8249 |
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- | No log | 4.7 | 282 | 0.6683 | 0.6602 | 0.6683 | 0.8175 |
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- | No log | 4.7333 | 284 | 0.6548 | 0.6748 | 0.6548 | 0.8092 |
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- | No log | 4.7667 | 286 | 0.6673 | 0.6709 | 0.6673 | 0.8169 |
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- | No log | 4.8 | 288 | 0.6872 | 0.7034 | 0.6872 | 0.8290 |
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- | No log | 4.8333 | 290 | 0.7056 | 0.6975 | 0.7056 | 0.8400 |
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- | No log | 4.8667 | 292 | 0.7483 | 0.6689 | 0.7483 | 0.8650 |
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- | No log | 4.9 | 294 | 0.7454 | 0.6632 | 0.7454 | 0.8634 |
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- | No log | 4.9333 | 296 | 0.6847 | 0.7219 | 0.6847 | 0.8275 |
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- | No log | 4.9667 | 298 | 0.6694 | 0.6578 | 0.6694 | 0.8182 |
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- | No log | 5.0 | 300 | 0.6829 | 0.6644 | 0.6829 | 0.8264 |
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- | No log | 5.0333 | 302 | 0.6668 | 0.6316 | 0.6668 | 0.8166 |
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- | No log | 5.0667 | 304 | 0.6631 | 0.6689 | 0.6631 | 0.8143 |
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- | No log | 5.1 | 306 | 0.6599 | 0.6813 | 0.6599 | 0.8124 |
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- | No log | 5.1333 | 308 | 0.6504 | 0.6909 | 0.6504 | 0.8065 |
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- | No log | 5.1667 | 310 | 0.6296 | 0.6909 | 0.6296 | 0.7935 |
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- | No log | 5.2 | 312 | 0.6185 | 0.7080 | 0.6185 | 0.7865 |
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- | No log | 5.2333 | 314 | 0.6380 | 0.6450 | 0.6380 | 0.7987 |
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- | No log | 5.2667 | 316 | 0.6359 | 0.6612 | 0.6359 | 0.7974 |
210
- | No log | 5.3 | 318 | 0.6292 | 0.7026 | 0.6292 | 0.7932 |
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- | No log | 5.3333 | 320 | 0.6442 | 0.6995 | 0.6442 | 0.8026 |
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- | No log | 5.3667 | 322 | 0.6627 | 0.6951 | 0.6627 | 0.8141 |
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- | No log | 5.4 | 324 | 0.6639 | 0.6822 | 0.6639 | 0.8148 |
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- | No log | 5.4333 | 326 | 0.6734 | 0.6649 | 0.6734 | 0.8206 |
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- | No log | 5.4667 | 328 | 0.6831 | 0.6649 | 0.6831 | 0.8265 |
216
- | No log | 5.5 | 330 | 0.6920 | 0.6610 | 0.6920 | 0.8319 |
217
- | No log | 5.5333 | 332 | 0.6890 | 0.6572 | 0.6890 | 0.8301 |
218
- | No log | 5.5667 | 334 | 0.6955 | 0.6247 | 0.6955 | 0.8339 |
219
- | No log | 5.6 | 336 | 0.6508 | 0.6389 | 0.6508 | 0.8067 |
220
- | No log | 5.6333 | 338 | 0.6123 | 0.6473 | 0.6123 | 0.7825 |
221
- | No log | 5.6667 | 340 | 0.6476 | 0.6595 | 0.6476 | 0.8047 |
222
- | No log | 5.7 | 342 | 0.6755 | 0.6026 | 0.6755 | 0.8219 |
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- | No log | 5.7333 | 344 | 0.6258 | 0.7336 | 0.6258 | 0.7911 |
224
- | No log | 5.7667 | 346 | 0.6191 | 0.6888 | 0.6191 | 0.7868 |
225
- | No log | 5.8 | 348 | 0.6268 | 0.6888 | 0.6268 | 0.7917 |
226
- | No log | 5.8333 | 350 | 0.6151 | 0.7137 | 0.6151 | 0.7843 |
227
- | No log | 5.8667 | 352 | 0.6265 | 0.6888 | 0.6265 | 0.7915 |
228
- | No log | 5.9 | 354 | 0.6154 | 0.7063 | 0.6154 | 0.7845 |
229
- | No log | 5.9333 | 356 | 0.5931 | 0.7012 | 0.5931 | 0.7701 |
230
- | No log | 5.9667 | 358 | 0.5973 | 0.6923 | 0.5973 | 0.7728 |
231
- | No log | 6.0 | 360 | 0.5918 | 0.6916 | 0.5918 | 0.7693 |
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- | No log | 6.0333 | 362 | 0.6150 | 0.7454 | 0.6150 | 0.7842 |
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- | No log | 6.0667 | 364 | 0.6476 | 0.6746 | 0.6476 | 0.8047 |
234
- | No log | 6.1 | 366 | 0.6314 | 0.6684 | 0.6314 | 0.7946 |
235
- | No log | 6.1333 | 368 | 0.5856 | 0.6680 | 0.5856 | 0.7652 |
236
- | No log | 6.1667 | 370 | 0.5882 | 0.6659 | 0.5882 | 0.7670 |
237
- | No log | 6.2 | 372 | 0.6085 | 0.6358 | 0.6085 | 0.7801 |
238
- | No log | 6.2333 | 374 | 0.5748 | 0.6659 | 0.5748 | 0.7582 |
239
- | No log | 6.2667 | 376 | 0.5660 | 0.6564 | 0.5660 | 0.7524 |
240
- | No log | 6.3 | 378 | 0.6486 | 0.6538 | 0.6486 | 0.8054 |
241
- | No log | 6.3333 | 380 | 0.6874 | 0.5964 | 0.6874 | 0.8291 |
242
- | No log | 6.3667 | 382 | 0.6504 | 0.6177 | 0.6504 | 0.8065 |
243
- | No log | 6.4 | 384 | 0.6133 | 0.6380 | 0.6133 | 0.7831 |
244
- | No log | 6.4333 | 386 | 0.5975 | 0.6546 | 0.5975 | 0.7730 |
245
- | No log | 6.4667 | 388 | 0.6005 | 0.6890 | 0.6005 | 0.7749 |
246
- | No log | 6.5 | 390 | 0.6086 | 0.6850 | 0.6086 | 0.7801 |
247
- | No log | 6.5333 | 392 | 0.6280 | 0.6642 | 0.6280 | 0.7924 |
248
- | No log | 6.5667 | 394 | 0.6236 | 0.6642 | 0.6236 | 0.7897 |
249
- | No log | 6.6 | 396 | 0.6194 | 0.6822 | 0.6194 | 0.7870 |
250
- | No log | 6.6333 | 398 | 0.6054 | 0.6822 | 0.6054 | 0.7781 |
251
- | No log | 6.6667 | 400 | 0.5834 | 0.6720 | 0.5834 | 0.7638 |
252
- | No log | 6.7 | 402 | 0.5703 | 0.6846 | 0.5703 | 0.7552 |
253
- | No log | 6.7333 | 404 | 0.5684 | 0.7278 | 0.5684 | 0.7539 |
254
- | No log | 6.7667 | 406 | 0.5949 | 0.7148 | 0.5949 | 0.7713 |
255
- | No log | 6.8 | 408 | 0.6204 | 0.6389 | 0.6204 | 0.7877 |
256
- | No log | 6.8333 | 410 | 0.5921 | 0.6638 | 0.5921 | 0.7695 |
257
- | No log | 6.8667 | 412 | 0.5885 | 0.6932 | 0.5885 | 0.7671 |
258
- | No log | 6.9 | 414 | 0.6168 | 0.6528 | 0.6168 | 0.7853 |
259
- | No log | 6.9333 | 416 | 0.6392 | 0.6528 | 0.6392 | 0.7995 |
260
- | No log | 6.9667 | 418 | 0.6230 | 0.6932 | 0.6230 | 0.7893 |
261
- | No log | 7.0 | 420 | 0.6220 | 0.6973 | 0.6220 | 0.7886 |
262
- | No log | 7.0333 | 422 | 0.6465 | 0.6324 | 0.6465 | 0.8041 |
263
- | No log | 7.0667 | 424 | 0.6280 | 0.6543 | 0.6280 | 0.7925 |
264
- | No log | 7.1 | 426 | 0.6098 | 0.6940 | 0.6098 | 0.7809 |
265
- | No log | 7.1333 | 428 | 0.6181 | 0.6575 | 0.6181 | 0.7862 |
266
- | No log | 7.1667 | 430 | 0.6094 | 0.6575 | 0.6094 | 0.7806 |
267
- | No log | 7.2 | 432 | 0.6030 | 0.6555 | 0.6030 | 0.7765 |
268
- | No log | 7.2333 | 434 | 0.5952 | 0.6196 | 0.5952 | 0.7715 |
269
- | No log | 7.2667 | 436 | 0.5846 | 0.6575 | 0.5846 | 0.7646 |
270
- | No log | 7.3 | 438 | 0.5976 | 0.6672 | 0.5976 | 0.7730 |
271
- | No log | 7.3333 | 440 | 0.6387 | 0.6758 | 0.6387 | 0.7992 |
272
- | No log | 7.3667 | 442 | 0.6277 | 0.6758 | 0.6277 | 0.7923 |
273
- | No log | 7.4 | 444 | 0.5851 | 0.6846 | 0.5851 | 0.7649 |
274
- | No log | 7.4333 | 446 | 0.5895 | 0.6940 | 0.5895 | 0.7678 |
275
- | No log | 7.4667 | 448 | 0.6069 | 0.6488 | 0.6069 | 0.7791 |
276
- | No log | 7.5 | 450 | 0.6159 | 0.6383 | 0.6159 | 0.7848 |
277
- | No log | 7.5333 | 452 | 0.5980 | 0.6762 | 0.5980 | 0.7733 |
278
- | No log | 7.5667 | 454 | 0.5995 | 0.6672 | 0.5995 | 0.7743 |
279
- | No log | 7.6 | 456 | 0.6109 | 0.6397 | 0.6109 | 0.7816 |
280
- | No log | 7.6333 | 458 | 0.6103 | 0.6397 | 0.6103 | 0.7812 |
281
- | No log | 7.6667 | 460 | 0.5950 | 0.6672 | 0.5950 | 0.7714 |
282
- | No log | 7.7 | 462 | 0.6012 | 0.6619 | 0.6012 | 0.7754 |
283
- | No log | 7.7333 | 464 | 0.6146 | 0.6237 | 0.6146 | 0.7840 |
284
- | No log | 7.7667 | 466 | 0.6223 | 0.6526 | 0.6223 | 0.7889 |
285
- | No log | 7.8 | 468 | 0.6327 | 0.6756 | 0.6327 | 0.7955 |
286
- | No log | 7.8333 | 470 | 0.6485 | 0.6226 | 0.6485 | 0.8053 |
287
- | No log | 7.8667 | 472 | 0.6659 | 0.6119 | 0.6659 | 0.8160 |
288
- | No log | 7.9 | 474 | 0.6497 | 0.6712 | 0.6497 | 0.8061 |
289
- | No log | 7.9333 | 476 | 0.6524 | 0.6339 | 0.6524 | 0.8077 |
290
- | No log | 7.9667 | 478 | 0.6760 | 0.5865 | 0.6760 | 0.8222 |
291
- | No log | 8.0 | 480 | 0.6626 | 0.6246 | 0.6626 | 0.8140 |
292
- | No log | 8.0333 | 482 | 0.6451 | 0.6365 | 0.6451 | 0.8032 |
293
- | No log | 8.0667 | 484 | 0.6769 | 0.6564 | 0.6769 | 0.8227 |
294
- | No log | 8.1 | 486 | 0.6826 | 0.6247 | 0.6826 | 0.8262 |
295
- | No log | 8.1333 | 488 | 0.6608 | 0.6753 | 0.6608 | 0.8129 |
296
- | No log | 8.1667 | 490 | 0.6564 | 0.6433 | 0.6564 | 0.8102 |
297
- | No log | 8.2 | 492 | 0.6478 | 0.6796 | 0.6478 | 0.8049 |
298
- | No log | 8.2333 | 494 | 0.6433 | 0.6712 | 0.6433 | 0.8021 |
299
- | No log | 8.2667 | 496 | 0.6613 | 0.6672 | 0.6613 | 0.8132 |
300
- | No log | 8.3 | 498 | 0.6598 | 0.6672 | 0.6598 | 0.8123 |
301
- | 0.241 | 8.3333 | 500 | 0.6511 | 0.6365 | 0.6511 | 0.8069 |
302
- | 0.241 | 8.3667 | 502 | 0.6403 | 0.6297 | 0.6403 | 0.8002 |
303
- | 0.241 | 8.4 | 504 | 0.6356 | 0.6297 | 0.6356 | 0.7973 |
304
- | 0.241 | 8.4333 | 506 | 0.6324 | 0.6745 | 0.6324 | 0.7952 |
305
- | 0.241 | 8.4667 | 508 | 0.6408 | 0.6745 | 0.6408 | 0.8005 |
306
- | 0.241 | 8.5 | 510 | 0.6572 | 0.6704 | 0.6572 | 0.8107 |
307
- | 0.241 | 8.5333 | 512 | 0.6688 | 0.6129 | 0.6688 | 0.8178 |
308
- | 0.241 | 8.5667 | 514 | 0.6623 | 0.6275 | 0.6623 | 0.8138 |
309
- | 0.241 | 8.6 | 516 | 0.6563 | 0.6105 | 0.6563 | 0.8101 |
310
- | 0.241 | 8.6333 | 518 | 0.6631 | 0.5971 | 0.6631 | 0.8143 |
311
- | 0.241 | 8.6667 | 520 | 0.6736 | 0.5971 | 0.6736 | 0.8208 |
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_task5_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_task5_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: 0.5961
19
+ - Qwk: 0.6890
20
+ - Mse: 0.5961
21
+ - Rmse: 0.7721
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0308 | 2 | 3.8900 | -0.0092 | 3.8900 | 1.9723 |
53
+ | No log | 0.0615 | 4 | 1.9911 | 0.0435 | 1.9911 | 1.4111 |
54
+ | No log | 0.0923 | 6 | 1.2371 | 0.0820 | 1.2371 | 1.1122 |
55
+ | No log | 0.1231 | 8 | 1.2357 | 0.1033 | 1.2357 | 1.1116 |
56
+ | No log | 0.1538 | 10 | 1.1360 | 0.1935 | 1.1360 | 1.0658 |
57
+ | No log | 0.1846 | 12 | 1.1292 | 0.3044 | 1.1292 | 1.0627 |
58
+ | No log | 0.2154 | 14 | 1.0405 | 0.1713 | 1.0405 | 1.0200 |
59
+ | No log | 0.2462 | 16 | 1.2661 | 0.0370 | 1.2661 | 1.1252 |
60
+ | No log | 0.2769 | 18 | 1.4421 | 0.1280 | 1.4421 | 1.2009 |
61
+ | No log | 0.3077 | 20 | 1.2910 | 0.1765 | 1.2910 | 1.1362 |
62
+ | No log | 0.3385 | 22 | 0.8942 | 0.3813 | 0.8942 | 0.9456 |
63
+ | No log | 0.3692 | 24 | 0.7581 | 0.3998 | 0.7581 | 0.8707 |
64
+ | No log | 0.4 | 26 | 0.7298 | 0.4537 | 0.7298 | 0.8543 |
65
+ | No log | 0.4308 | 28 | 0.7517 | 0.4312 | 0.7517 | 0.8670 |
66
+ | No log | 0.4615 | 30 | 0.8630 | 0.5145 | 0.8630 | 0.9290 |
67
+ | No log | 0.4923 | 32 | 0.9627 | 0.5068 | 0.9627 | 0.9812 |
68
+ | No log | 0.5231 | 34 | 0.7937 | 0.6008 | 0.7937 | 0.8909 |
69
+ | No log | 0.5538 | 36 | 0.7433 | 0.5865 | 0.7433 | 0.8622 |
70
+ | No log | 0.5846 | 38 | 0.7622 | 0.5958 | 0.7622 | 0.8730 |
71
+ | No log | 0.6154 | 40 | 0.8189 | 0.5952 | 0.8189 | 0.9050 |
72
+ | No log | 0.6462 | 42 | 0.9143 | 0.5316 | 0.9143 | 0.9562 |
73
+ | No log | 0.6769 | 44 | 0.7392 | 0.6128 | 0.7392 | 0.8598 |
74
+ | No log | 0.7077 | 46 | 0.6719 | 0.6139 | 0.6719 | 0.8197 |
75
+ | No log | 0.7385 | 48 | 0.7953 | 0.5749 | 0.7953 | 0.8918 |
76
+ | No log | 0.7692 | 50 | 0.6784 | 0.6644 | 0.6784 | 0.8236 |
77
+ | No log | 0.8 | 52 | 0.6769 | 0.6229 | 0.6769 | 0.8227 |
78
+ | No log | 0.8308 | 54 | 0.6854 | 0.6229 | 0.6854 | 0.8279 |
79
+ | No log | 0.8615 | 56 | 0.7221 | 0.5852 | 0.7221 | 0.8498 |
80
+ | No log | 0.8923 | 58 | 0.8343 | 0.5835 | 0.8343 | 0.9134 |
81
+ | No log | 0.9231 | 60 | 0.7540 | 0.6231 | 0.7540 | 0.8683 |
82
+ | No log | 0.9538 | 62 | 0.7612 | 0.6362 | 0.7612 | 0.8725 |
83
+ | No log | 0.9846 | 64 | 0.9237 | 0.5838 | 0.9237 | 0.9611 |
84
+ | No log | 1.0154 | 66 | 0.9356 | 0.5739 | 0.9356 | 0.9673 |
85
+ | No log | 1.0462 | 68 | 0.9265 | 0.6024 | 0.9265 | 0.9626 |
86
+ | No log | 1.0769 | 70 | 0.9042 | 0.5870 | 0.9042 | 0.9509 |
87
+ | No log | 1.1077 | 72 | 0.8629 | 0.5746 | 0.8629 | 0.9289 |
88
+ | No log | 1.1385 | 74 | 0.8113 | 0.5575 | 0.8113 | 0.9007 |
89
+ | No log | 1.1692 | 76 | 0.7205 | 0.6446 | 0.7205 | 0.8488 |
90
+ | No log | 1.2 | 78 | 0.7656 | 0.5530 | 0.7656 | 0.8750 |
91
+ | No log | 1.2308 | 80 | 0.8709 | 0.5443 | 0.8709 | 0.9332 |
92
+ | No log | 1.2615 | 82 | 0.9695 | 0.4681 | 0.9695 | 0.9846 |
93
+ | No log | 1.2923 | 84 | 0.8320 | 0.5942 | 0.8320 | 0.9121 |
94
+ | No log | 1.3231 | 86 | 0.7270 | 0.6138 | 0.7270 | 0.8526 |
95
+ | No log | 1.3538 | 88 | 0.8217 | 0.5482 | 0.8217 | 0.9065 |
96
+ | No log | 1.3846 | 90 | 0.7695 | 0.6124 | 0.7695 | 0.8772 |
97
+ | No log | 1.4154 | 92 | 0.7367 | 0.6789 | 0.7367 | 0.8583 |
98
+ | No log | 1.4462 | 94 | 0.8312 | 0.5491 | 0.8312 | 0.9117 |
99
+ | No log | 1.4769 | 96 | 0.8334 | 0.5693 | 0.8334 | 0.9129 |
100
+ | No log | 1.5077 | 98 | 0.7257 | 0.5926 | 0.7257 | 0.8519 |
101
+ | No log | 1.5385 | 100 | 0.6474 | 0.6664 | 0.6474 | 0.8046 |
102
+ | No log | 1.5692 | 102 | 0.6390 | 0.6860 | 0.6390 | 0.7994 |
103
+ | No log | 1.6 | 104 | 0.6383 | 0.6636 | 0.6383 | 0.7989 |
104
+ | No log | 1.6308 | 106 | 0.6422 | 0.6334 | 0.6422 | 0.8014 |
105
+ | No log | 1.6615 | 108 | 0.6426 | 0.6195 | 0.6426 | 0.8016 |
106
+ | No log | 1.6923 | 110 | 0.6495 | 0.6651 | 0.6495 | 0.8059 |
107
+ | No log | 1.7231 | 112 | 0.6516 | 0.6651 | 0.6516 | 0.8072 |
108
+ | No log | 1.7538 | 114 | 0.6674 | 0.6345 | 0.6674 | 0.8169 |
109
+ | No log | 1.7846 | 116 | 0.6625 | 0.6490 | 0.6625 | 0.8140 |
110
+ | No log | 1.8154 | 118 | 0.6362 | 0.6882 | 0.6362 | 0.7976 |
111
+ | No log | 1.8462 | 120 | 0.6479 | 0.6728 | 0.6479 | 0.8049 |
112
+ | No log | 1.8769 | 122 | 0.6902 | 0.6345 | 0.6902 | 0.8308 |
113
+ | No log | 1.9077 | 124 | 0.6852 | 0.7180 | 0.6852 | 0.8278 |
114
+ | No log | 1.9385 | 126 | 0.8291 | 0.6062 | 0.8291 | 0.9106 |
115
+ | No log | 1.9692 | 128 | 1.0382 | 0.4776 | 1.0382 | 1.0189 |
116
+ | No log | 2.0 | 130 | 0.9739 | 0.4938 | 0.9739 | 0.9869 |
117
+ | No log | 2.0308 | 132 | 0.7924 | 0.5415 | 0.7924 | 0.8902 |
118
+ | No log | 2.0615 | 134 | 0.6396 | 0.6882 | 0.6396 | 0.7998 |
119
+ | No log | 2.0923 | 136 | 0.6949 | 0.5631 | 0.6949 | 0.8336 |
120
+ | No log | 2.1231 | 138 | 0.7928 | 0.5573 | 0.7928 | 0.8904 |
121
+ | No log | 2.1538 | 140 | 0.6859 | 0.5978 | 0.6859 | 0.8282 |
122
+ | No log | 2.1846 | 142 | 0.5643 | 0.6387 | 0.5643 | 0.7512 |
123
+ | No log | 2.2154 | 144 | 0.5697 | 0.6078 | 0.5697 | 0.7548 |
124
+ | No log | 2.2462 | 146 | 0.5535 | 0.6667 | 0.5535 | 0.7440 |
125
+ | No log | 2.2769 | 148 | 0.5745 | 0.7161 | 0.5745 | 0.7580 |
126
+ | No log | 2.3077 | 150 | 0.6408 | 0.6988 | 0.6408 | 0.8005 |
127
+ | No log | 2.3385 | 152 | 0.6688 | 0.6988 | 0.6688 | 0.8178 |
128
+ | No log | 2.3692 | 154 | 0.6292 | 0.6995 | 0.6292 | 0.7932 |
129
+ | No log | 2.4 | 156 | 0.5847 | 0.7071 | 0.5847 | 0.7647 |
130
+ | No log | 2.4308 | 158 | 0.6308 | 0.6019 | 0.6308 | 0.7942 |
131
+ | No log | 2.4615 | 160 | 0.6997 | 0.6059 | 0.6997 | 0.8365 |
132
+ | No log | 2.4923 | 162 | 0.6596 | 0.6810 | 0.6596 | 0.8121 |
133
+ | No log | 2.5231 | 164 | 0.6394 | 0.7027 | 0.6394 | 0.7996 |
134
+ | No log | 2.5538 | 166 | 0.6598 | 0.6889 | 0.6598 | 0.8123 |
135
+ | No log | 2.5846 | 168 | 0.6602 | 0.6920 | 0.6602 | 0.8125 |
136
+ | No log | 2.6154 | 170 | 0.6857 | 0.6886 | 0.6857 | 0.8281 |
137
+ | No log | 2.6462 | 172 | 0.8890 | 0.5264 | 0.8890 | 0.9429 |
138
+ | No log | 2.6769 | 174 | 0.8267 | 0.5899 | 0.8267 | 0.9093 |
139
+ | No log | 2.7077 | 176 | 0.6899 | 0.6374 | 0.6899 | 0.8306 |
140
+ | No log | 2.7385 | 178 | 0.6031 | 0.6805 | 0.6031 | 0.7766 |
141
+ | No log | 2.7692 | 180 | 0.5976 | 0.6664 | 0.5976 | 0.7731 |
142
+ | No log | 2.8 | 182 | 0.5834 | 0.6473 | 0.5834 | 0.7638 |
143
+ | No log | 2.8308 | 184 | 0.6324 | 0.6820 | 0.6324 | 0.7952 |
144
+ | No log | 2.8615 | 186 | 0.7307 | 0.5934 | 0.7307 | 0.8548 |
145
+ | No log | 2.8923 | 188 | 0.7142 | 0.6299 | 0.7142 | 0.8451 |
146
+ | No log | 2.9231 | 190 | 0.6357 | 0.6470 | 0.6357 | 0.7973 |
147
+ | No log | 2.9538 | 192 | 0.5878 | 0.6584 | 0.5878 | 0.7667 |
148
+ | No log | 2.9846 | 194 | 0.6320 | 0.6249 | 0.6320 | 0.7950 |
149
+ | No log | 3.0154 | 196 | 0.6950 | 0.5938 | 0.6950 | 0.8337 |
150
+ | No log | 3.0462 | 198 | 0.6520 | 0.6157 | 0.6520 | 0.8075 |
151
+ | No log | 3.0769 | 200 | 0.6088 | 0.6588 | 0.6088 | 0.7802 |
152
+ | No log | 3.1077 | 202 | 0.6059 | 0.6097 | 0.6059 | 0.7784 |
153
+ | No log | 3.1385 | 204 | 0.6214 | 0.6417 | 0.6214 | 0.7883 |
154
+ | No log | 3.1692 | 206 | 0.6535 | 0.6876 | 0.6535 | 0.8084 |
155
+ | No log | 3.2 | 208 | 0.6768 | 0.6740 | 0.6768 | 0.8227 |
156
+ | No log | 3.2308 | 210 | 0.6772 | 0.6567 | 0.6772 | 0.8229 |
157
+ | No log | 3.2615 | 212 | 0.7266 | 0.6241 | 0.7266 | 0.8524 |
158
+ | No log | 3.2923 | 214 | 0.6534 | 0.6452 | 0.6534 | 0.8083 |
159
+ | No log | 3.3231 | 216 | 0.6147 | 0.6555 | 0.6147 | 0.7840 |
160
+ | No log | 3.3538 | 218 | 0.6259 | 0.6397 | 0.6259 | 0.7912 |
161
+ | No log | 3.3846 | 220 | 0.6158 | 0.6397 | 0.6158 | 0.7848 |
162
+ | No log | 3.4154 | 222 | 0.6215 | 0.6269 | 0.6215 | 0.7884 |
163
+ | No log | 3.4462 | 224 | 0.6427 | 0.6405 | 0.6427 | 0.8017 |
164
+ | No log | 3.4769 | 226 | 0.6633 | 0.5666 | 0.6633 | 0.8144 |
165
+ | No log | 3.5077 | 228 | 0.6696 | 0.5880 | 0.6696 | 0.8183 |
166
+ | No log | 3.5385 | 230 | 0.6659 | 0.6473 | 0.6659 | 0.8160 |
167
+ | No log | 3.5692 | 232 | 0.6857 | 0.6468 | 0.6857 | 0.8281 |
168
+ | No log | 3.6 | 234 | 0.7029 | 0.6396 | 0.7029 | 0.8384 |
169
+ | No log | 3.6308 | 236 | 0.6921 | 0.6628 | 0.6921 | 0.8319 |
170
+ | No log | 3.6615 | 238 | 0.7044 | 0.6586 | 0.7044 | 0.8393 |
171
+ | No log | 3.6923 | 240 | 0.6769 | 0.6476 | 0.6769 | 0.8227 |
172
+ | No log | 3.7231 | 242 | 0.6702 | 0.5983 | 0.6702 | 0.8187 |
173
+ | No log | 3.7538 | 244 | 0.6144 | 0.6405 | 0.6144 | 0.7838 |
174
+ | No log | 3.7846 | 246 | 0.5989 | 0.6593 | 0.5989 | 0.7739 |
175
+ | No log | 3.8154 | 248 | 0.6098 | 0.6796 | 0.6098 | 0.7809 |
176
+ | No log | 3.8462 | 250 | 0.6726 | 0.7070 | 0.6726 | 0.8201 |
177
+ | No log | 3.8769 | 252 | 0.7883 | 0.5949 | 0.7883 | 0.8879 |
178
+ | No log | 3.9077 | 254 | 0.7529 | 0.5724 | 0.7529 | 0.8677 |
179
+ | No log | 3.9385 | 256 | 0.6610 | 0.6586 | 0.6610 | 0.8130 |
180
+ | No log | 3.9692 | 258 | 0.6206 | 0.7154 | 0.6206 | 0.7878 |
181
+ | No log | 4.0 | 260 | 0.6343 | 0.7103 | 0.6343 | 0.7964 |
182
+ | No log | 4.0308 | 262 | 0.6293 | 0.6537 | 0.6293 | 0.7933 |
183
+ | No log | 4.0615 | 264 | 0.6438 | 0.6007 | 0.6438 | 0.8023 |
184
+ | No log | 4.0923 | 266 | 0.6708 | 0.5969 | 0.6708 | 0.8190 |
185
+ | No log | 4.1231 | 268 | 0.6918 | 0.6284 | 0.6918 | 0.8317 |
186
+ | No log | 4.1538 | 270 | 0.7363 | 0.6275 | 0.7363 | 0.8581 |
187
+ | No log | 4.1846 | 272 | 0.7514 | 0.6160 | 0.7514 | 0.8668 |
188
+ | No log | 4.2154 | 274 | 0.7010 | 0.5844 | 0.7010 | 0.8372 |
189
+ | No log | 4.2462 | 276 | 0.6556 | 0.5688 | 0.6556 | 0.8097 |
190
+ | No log | 4.2769 | 278 | 0.6241 | 0.5359 | 0.6241 | 0.7900 |
191
+ | No log | 4.3077 | 280 | 0.5946 | 0.6720 | 0.5946 | 0.7711 |
192
+ | No log | 4.3385 | 282 | 0.6068 | 0.7071 | 0.6068 | 0.7790 |
193
+ | No log | 4.3692 | 284 | 0.6304 | 0.6729 | 0.6304 | 0.7940 |
194
+ | No log | 4.4 | 286 | 0.6433 | 0.6736 | 0.6433 | 0.8021 |
195
+ | No log | 4.4308 | 288 | 0.6215 | 0.6431 | 0.6215 | 0.7883 |
196
+ | No log | 4.4615 | 290 | 0.6016 | 0.6581 | 0.6016 | 0.7756 |
197
+ | No log | 4.4923 | 292 | 0.6036 | 0.6175 | 0.6036 | 0.7769 |
198
+ | No log | 4.5231 | 294 | 0.6076 | 0.6307 | 0.6076 | 0.7795 |
199
+ | No log | 4.5538 | 296 | 0.6247 | 0.5917 | 0.6247 | 0.7904 |
200
+ | No log | 4.5846 | 298 | 0.6316 | 0.6113 | 0.6316 | 0.7947 |
201
+ | No log | 4.6154 | 300 | 0.6152 | 0.5917 | 0.6152 | 0.7844 |
202
+ | No log | 4.6462 | 302 | 0.6026 | 0.6500 | 0.6026 | 0.7762 |
203
+ | No log | 4.6769 | 304 | 0.6116 | 0.6278 | 0.6116 | 0.7820 |
204
+ | No log | 4.7077 | 306 | 0.6382 | 0.6018 | 0.6382 | 0.7989 |
205
+ | No log | 4.7385 | 308 | 0.6496 | 0.6073 | 0.6496 | 0.8060 |
206
+ | No log | 4.7692 | 310 | 0.6671 | 0.5395 | 0.6671 | 0.8168 |
207
+ | No log | 4.8 | 312 | 0.6288 | 0.5929 | 0.6288 | 0.7930 |
208
+ | No log | 4.8308 | 314 | 0.5974 | 0.7103 | 0.5974 | 0.7729 |
209
+ | No log | 4.8615 | 316 | 0.6061 | 0.7129 | 0.6061 | 0.7785 |
210
+ | No log | 4.8923 | 318 | 0.6143 | 0.7034 | 0.6143 | 0.7838 |
211
+ | No log | 4.9231 | 320 | 0.6311 | 0.6766 | 0.6311 | 0.7944 |
212
+ | No log | 4.9538 | 322 | 0.6580 | 0.6293 | 0.6580 | 0.8112 |
213
+ | No log | 4.9846 | 324 | 0.7240 | 0.5819 | 0.7240 | 0.8509 |
214
+ | No log | 5.0154 | 326 | 0.7534 | 0.5819 | 0.7534 | 0.8680 |
215
+ | No log | 5.0462 | 328 | 0.7061 | 0.5473 | 0.7061 | 0.8403 |
216
+ | No log | 5.0769 | 330 | 0.6495 | 0.6616 | 0.6495 | 0.8059 |
217
+ | No log | 5.1077 | 332 | 0.6742 | 0.5865 | 0.6742 | 0.8211 |
218
+ | No log | 5.1385 | 334 | 0.6693 | 0.6070 | 0.6693 | 0.8181 |
219
+ | No log | 5.1692 | 336 | 0.6402 | 0.6553 | 0.6402 | 0.8001 |
220
+ | No log | 5.2 | 338 | 0.6430 | 0.6979 | 0.6430 | 0.8019 |
221
+ | No log | 5.2308 | 340 | 0.6684 | 0.6979 | 0.6684 | 0.8175 |
222
+ | No log | 5.2615 | 342 | 0.6638 | 0.6813 | 0.6638 | 0.8148 |
223
+ | No log | 5.2923 | 344 | 0.6104 | 0.6672 | 0.6104 | 0.7813 |
224
+ | No log | 5.3231 | 346 | 0.6188 | 0.6349 | 0.6188 | 0.7866 |
225
+ | No log | 5.3538 | 348 | 0.6155 | 0.6349 | 0.6155 | 0.7845 |
226
+ | No log | 5.3846 | 350 | 0.5978 | 0.6433 | 0.5978 | 0.7732 |
227
+ | No log | 5.4154 | 352 | 0.5925 | 0.6433 | 0.5925 | 0.7697 |
228
+ | No log | 5.4462 | 354 | 0.6101 | 0.6430 | 0.6101 | 0.7811 |
229
+ | No log | 5.4769 | 356 | 0.5849 | 0.6572 | 0.5849 | 0.7648 |
230
+ | No log | 5.5077 | 358 | 0.5638 | 0.6896 | 0.5638 | 0.7508 |
231
+ | No log | 5.5385 | 360 | 0.5748 | 0.6535 | 0.5748 | 0.7582 |
232
+ | No log | 5.5692 | 362 | 0.5695 | 0.7110 | 0.5695 | 0.7546 |
233
+ | No log | 5.6 | 364 | 0.5759 | 0.6680 | 0.5759 | 0.7589 |
234
+ | No log | 5.6308 | 366 | 0.6239 | 0.6455 | 0.6239 | 0.7899 |
235
+ | No log | 5.6615 | 368 | 0.6645 | 0.6337 | 0.6645 | 0.8152 |
236
+ | No log | 5.6923 | 370 | 0.6819 | 0.6337 | 0.6819 | 0.8258 |
237
+ | No log | 5.7231 | 372 | 0.6705 | 0.6269 | 0.6705 | 0.8188 |
238
+ | No log | 5.7538 | 374 | 0.6735 | 0.6421 | 0.6735 | 0.8206 |
239
+ | No log | 5.7846 | 376 | 0.6745 | 0.6237 | 0.6745 | 0.8213 |
240
+ | No log | 5.8154 | 378 | 0.6563 | 0.5866 | 0.6563 | 0.8101 |
241
+ | No log | 5.8462 | 380 | 0.6616 | 0.5891 | 0.6616 | 0.8134 |
242
+ | No log | 5.8769 | 382 | 0.6715 | 0.5640 | 0.6715 | 0.8194 |
243
+ | No log | 5.9077 | 384 | 0.6799 | 0.4819 | 0.6799 | 0.8246 |
244
+ | No log | 5.9385 | 386 | 0.6815 | 0.4707 | 0.6815 | 0.8255 |
245
+ | No log | 5.9692 | 388 | 0.6631 | 0.4659 | 0.6631 | 0.8143 |
246
+ | No log | 6.0 | 390 | 0.6495 | 0.5823 | 0.6495 | 0.8059 |
247
+ | No log | 6.0308 | 392 | 0.6387 | 0.6217 | 0.6387 | 0.7992 |
248
+ | No log | 6.0615 | 394 | 0.6029 | 0.6217 | 0.6029 | 0.7765 |
249
+ | No log | 6.0923 | 396 | 0.6026 | 0.6667 | 0.6026 | 0.7763 |
250
+ | No log | 6.1231 | 398 | 0.6421 | 0.5993 | 0.6421 | 0.8013 |
251
+ | No log | 6.1538 | 400 | 0.6324 | 0.6278 | 0.6324 | 0.7953 |
252
+ | No log | 6.1846 | 402 | 0.6211 | 0.6572 | 0.6211 | 0.7881 |
253
+ | No log | 6.2154 | 404 | 0.6326 | 0.6642 | 0.6326 | 0.7953 |
254
+ | No log | 6.2462 | 406 | 0.6432 | 0.6561 | 0.6432 | 0.8020 |
255
+ | No log | 6.2769 | 408 | 0.6378 | 0.5819 | 0.6378 | 0.7986 |
256
+ | No log | 6.3077 | 410 | 0.6694 | 0.5880 | 0.6694 | 0.8181 |
257
+ | No log | 6.3385 | 412 | 0.7459 | 0.4711 | 0.7459 | 0.8637 |
258
+ | No log | 6.3692 | 414 | 0.7433 | 0.3958 | 0.7433 | 0.8621 |
259
+ | No log | 6.4 | 416 | 0.7060 | 0.4888 | 0.7060 | 0.8403 |
260
+ | No log | 6.4308 | 418 | 0.6846 | 0.5156 | 0.6846 | 0.8274 |
261
+ | No log | 6.4615 | 420 | 0.6854 | 0.4576 | 0.6854 | 0.8279 |
262
+ | No log | 6.4923 | 422 | 0.6765 | 0.5635 | 0.6765 | 0.8225 |
263
+ | No log | 6.5231 | 424 | 0.7069 | 0.5855 | 0.7069 | 0.8407 |
264
+ | No log | 6.5538 | 426 | 0.8377 | 0.5316 | 0.8377 | 0.9153 |
265
+ | No log | 6.5846 | 428 | 0.9616 | 0.4805 | 0.9616 | 0.9806 |
266
+ | No log | 6.6154 | 430 | 0.9118 | 0.5105 | 0.9118 | 0.9549 |
267
+ | No log | 6.6462 | 432 | 0.7716 | 0.5896 | 0.7716 | 0.8784 |
268
+ | No log | 6.6769 | 434 | 0.6944 | 0.6012 | 0.6944 | 0.8333 |
269
+ | No log | 6.7077 | 436 | 0.6854 | 0.5010 | 0.6854 | 0.8279 |
270
+ | No log | 6.7385 | 438 | 0.7013 | 0.4511 | 0.7013 | 0.8374 |
271
+ | No log | 6.7692 | 440 | 0.7226 | 0.5663 | 0.7226 | 0.8501 |
272
+ | No log | 6.8 | 442 | 0.7232 | 0.5697 | 0.7232 | 0.8504 |
273
+ | No log | 6.8308 | 444 | 0.6811 | 0.5751 | 0.6811 | 0.8253 |
274
+ | No log | 6.8615 | 446 | 0.6319 | 0.5590 | 0.6319 | 0.7949 |
275
+ | No log | 6.8923 | 448 | 0.6135 | 0.6452 | 0.6135 | 0.7832 |
276
+ | No log | 6.9231 | 450 | 0.6145 | 0.6705 | 0.6145 | 0.7839 |
277
+ | No log | 6.9538 | 452 | 0.6343 | 0.6377 | 0.6343 | 0.7964 |
278
+ | No log | 6.9846 | 454 | 0.6483 | 0.6774 | 0.6483 | 0.8052 |
279
+ | No log | 7.0154 | 456 | 0.6909 | 0.6301 | 0.6909 | 0.8312 |
280
+ | No log | 7.0462 | 458 | 0.7706 | 0.5153 | 0.7706 | 0.8778 |
281
+ | No log | 7.0769 | 460 | 0.8462 | 0.5013 | 0.8462 | 0.9199 |
282
+ | No log | 7.1077 | 462 | 0.9011 | 0.5188 | 0.9011 | 0.9492 |
283
+ | No log | 7.1385 | 464 | 0.8788 | 0.5188 | 0.8788 | 0.9375 |
284
+ | No log | 7.1692 | 466 | 0.7876 | 0.5128 | 0.7876 | 0.8875 |
285
+ | No log | 7.2 | 468 | 0.7054 | 0.5921 | 0.7054 | 0.8399 |
286
+ | No log | 7.2308 | 470 | 0.6858 | 0.5618 | 0.6858 | 0.8281 |
287
+ | No log | 7.2615 | 472 | 0.6857 | 0.5993 | 0.6857 | 0.8281 |
288
+ | No log | 7.2923 | 474 | 0.7201 | 0.6064 | 0.7201 | 0.8486 |
289
+ | No log | 7.3231 | 476 | 0.7262 | 0.5736 | 0.7262 | 0.8522 |
290
+ | No log | 7.3538 | 478 | 0.7121 | 0.6151 | 0.7121 | 0.8439 |
291
+ | No log | 7.3846 | 480 | 0.6968 | 0.6247 | 0.6968 | 0.8347 |
292
+ | No log | 7.4154 | 482 | 0.6579 | 0.5923 | 0.6579 | 0.8111 |
293
+ | No log | 7.4462 | 484 | 0.6276 | 0.5986 | 0.6276 | 0.7922 |
294
+ | No log | 7.4769 | 486 | 0.5997 | 0.6272 | 0.5997 | 0.7744 |
295
+ | No log | 7.5077 | 488 | 0.5931 | 0.6439 | 0.5931 | 0.7702 |
296
+ | No log | 7.5385 | 490 | 0.6235 | 0.6821 | 0.6235 | 0.7896 |
297
+ | No log | 7.5692 | 492 | 0.6626 | 0.6932 | 0.6626 | 0.8140 |
298
+ | No log | 7.6 | 494 | 0.6255 | 0.6962 | 0.6255 | 0.7909 |
299
+ | No log | 7.6308 | 496 | 0.5857 | 0.6680 | 0.5857 | 0.7653 |
300
+ | No log | 7.6615 | 498 | 0.5911 | 0.6788 | 0.5911 | 0.7688 |
301
+ | 0.2495 | 7.6923 | 500 | 0.6027 | 0.6978 | 0.6027 | 0.7763 |
302
+ | 0.2495 | 7.7231 | 502 | 0.6051 | 0.6649 | 0.6051 | 0.7779 |
303
+ | 0.2495 | 7.7538 | 504 | 0.5944 | 0.6830 | 0.5944 | 0.7709 |
304
+ | 0.2495 | 7.7846 | 506 | 0.5827 | 0.6830 | 0.5827 | 0.7633 |
305
+ | 0.2495 | 7.8154 | 508 | 0.5848 | 0.6553 | 0.5848 | 0.7647 |
306
+ | 0.2495 | 7.8462 | 510 | 0.5961 | 0.6890 | 0.5961 | 0.7721 |
 
 
 
 
 
307
 
308
 
309
  ### Framework versions