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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task7_organization

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Training in progress, step 500

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  1. README.md +261 -361
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_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: 0.7358
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- - Qwk: 0.0771
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- - Mse: 0.7358
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- - Rmse: 0.8578
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  ## Model description
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@@ -49,361 +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 | 0.0833 | 2 | 2.5867 | -0.0924 | 2.5867 | 1.6083 |
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- | No log | 0.1667 | 4 | 1.2721 | 0.0111 | 1.2721 | 1.1279 |
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- | No log | 0.25 | 6 | 1.3399 | -0.1646 | 1.3399 | 1.1575 |
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- | No log | 0.3333 | 8 | 1.1187 | 0.0479 | 1.1187 | 1.0577 |
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- | No log | 0.4167 | 10 | 1.0964 | 0.0584 | 1.0964 | 1.0471 |
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- | No log | 0.5 | 12 | 0.8662 | 0.2409 | 0.8662 | 0.9307 |
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- | No log | 0.5833 | 14 | 0.7290 | 0.0851 | 0.7290 | 0.8538 |
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- | No log | 0.6667 | 16 | 0.7331 | 0.1094 | 0.7331 | 0.8562 |
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- | No log | 0.75 | 18 | 0.8111 | 0.2270 | 0.8111 | 0.9006 |
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- | No log | 0.8333 | 20 | 0.8618 | 0.0428 | 0.8618 | 0.9284 |
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- | No log | 0.9167 | 22 | 0.8154 | 0.0 | 0.8154 | 0.9030 |
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- | No log | 1.0 | 24 | 0.8057 | 0.0481 | 0.8057 | 0.8976 |
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- | No log | 1.0833 | 26 | 0.8271 | 0.1321 | 0.8271 | 0.9094 |
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- | No log | 1.1667 | 28 | 0.9263 | 0.1328 | 0.9263 | 0.9625 |
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- | No log | 1.25 | 30 | 1.0575 | 0.1590 | 1.0575 | 1.0284 |
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- | No log | 1.3333 | 32 | 0.9335 | 0.1313 | 0.9335 | 0.9662 |
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- | No log | 1.4167 | 34 | 0.7352 | 0.0376 | 0.7352 | 0.8574 |
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- | No log | 1.5 | 36 | 0.7296 | 0.1093 | 0.7296 | 0.8542 |
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- | No log | 1.5833 | 38 | 0.7338 | 0.0810 | 0.7338 | 0.8566 |
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- | No log | 1.6667 | 40 | 1.0942 | 0.1856 | 1.0942 | 1.0460 |
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- | No log | 1.75 | 42 | 1.5452 | 0.0161 | 1.5452 | 1.2431 |
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- | No log | 1.8333 | 44 | 1.6793 | -0.0012 | 1.6793 | 1.2959 |
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- | No log | 1.9167 | 46 | 1.4796 | 0.0182 | 1.4796 | 1.2164 |
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- | No log | 2.0 | 48 | 1.1863 | 0.2537 | 1.1863 | 1.0892 |
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- | No log | 2.0833 | 50 | 1.0127 | 0.3310 | 1.0127 | 1.0063 |
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- | No log | 2.1667 | 52 | 0.9242 | 0.2672 | 0.9242 | 0.9613 |
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- | No log | 2.25 | 54 | 0.8879 | 0.2046 | 0.8879 | 0.9423 |
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- | No log | 2.3333 | 56 | 0.8233 | 0.1739 | 0.8233 | 0.9074 |
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- | No log | 2.4167 | 58 | 0.7570 | 0.0481 | 0.7570 | 0.8700 |
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- | No log | 2.5 | 60 | 0.7264 | 0.0804 | 0.7264 | 0.8523 |
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- | No log | 2.5833 | 62 | 0.7290 | 0.1498 | 0.7290 | 0.8538 |
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- | No log | 2.6667 | 64 | 0.7552 | 0.1228 | 0.7552 | 0.8690 |
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- | No log | 2.75 | 66 | 0.8788 | 0.2046 | 0.8788 | 0.9374 |
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- | No log | 2.8333 | 68 | 0.9251 | 0.2046 | 0.9251 | 0.9618 |
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- | No log | 2.9167 | 70 | 1.0075 | 0.2613 | 1.0075 | 1.0037 |
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- | No log | 3.0 | 72 | 1.0829 | 0.2508 | 1.0829 | 1.0406 |
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- | No log | 3.0833 | 74 | 1.0990 | 0.2460 | 1.0990 | 1.0483 |
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- | No log | 3.1667 | 76 | 0.9953 | 0.1697 | 0.9953 | 0.9977 |
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- | No log | 3.25 | 78 | 0.9585 | 0.1711 | 0.9585 | 0.9790 |
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- | No log | 3.3333 | 80 | 0.8891 | -0.0373 | 0.8891 | 0.9429 |
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- | No log | 3.4167 | 82 | 0.8549 | 0.0377 | 0.8549 | 0.9246 |
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- | No log | 3.5 | 84 | 0.8635 | 0.0474 | 0.8635 | 0.9292 |
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- | No log | 3.5833 | 86 | 0.8730 | 0.0522 | 0.8730 | 0.9343 |
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- | No log | 3.6667 | 88 | 0.8509 | 0.0025 | 0.8509 | 0.9224 |
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- | No log | 3.75 | 90 | 0.8367 | 0.0236 | 0.8367 | 0.9147 |
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- | No log | 3.8333 | 92 | 0.8690 | 0.0181 | 0.8690 | 0.9322 |
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- | No log | 3.9167 | 94 | 0.8956 | 0.0509 | 0.8956 | 0.9464 |
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- | No log | 4.0 | 96 | 0.9133 | -0.0491 | 0.9133 | 0.9557 |
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- | No log | 4.0833 | 98 | 1.0234 | 0.0547 | 1.0234 | 1.0117 |
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- | No log | 4.1667 | 100 | 1.0115 | 0.0119 | 1.0115 | 1.0057 |
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- | No log | 4.25 | 102 | 0.9123 | -0.0164 | 0.9123 | 0.9552 |
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- | No log | 4.3333 | 104 | 0.9062 | 0.1914 | 0.9062 | 0.9519 |
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- | No log | 4.4167 | 106 | 0.9112 | 0.1914 | 0.9112 | 0.9546 |
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- | No log | 4.5 | 108 | 0.8916 | 0.1225 | 0.8916 | 0.9442 |
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- | No log | 4.5833 | 110 | 0.9190 | -0.0526 | 0.9190 | 0.9586 |
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- | No log | 4.6667 | 112 | 0.9192 | -0.0526 | 0.9192 | 0.9587 |
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- | No log | 4.75 | 114 | 0.9176 | -0.0495 | 0.9176 | 0.9579 |
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- | No log | 4.8333 | 116 | 0.9370 | 0.0101 | 0.9370 | 0.9680 |
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- | No log | 4.9167 | 118 | 0.8800 | -0.0475 | 0.8800 | 0.9381 |
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- | No log | 5.0 | 120 | 0.8529 | -0.0491 | 0.8529 | 0.9235 |
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- | No log | 5.0833 | 122 | 0.8858 | 0.0879 | 0.8858 | 0.9412 |
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- | No log | 5.1667 | 124 | 0.9320 | 0.0600 | 0.9320 | 0.9654 |
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- | No log | 5.25 | 126 | 0.9019 | 0.1328 | 0.9019 | 0.9497 |
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- | No log | 5.3333 | 128 | 0.8289 | 0.0909 | 0.8289 | 0.9105 |
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- | No log | 5.4167 | 130 | 0.7934 | 0.0330 | 0.7934 | 0.8907 |
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- | No log | 5.5 | 132 | 0.8501 | 0.0781 | 0.8501 | 0.9220 |
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- | No log | 5.5833 | 134 | 0.9096 | 0.1867 | 0.9096 | 0.9537 |
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- | No log | 5.6667 | 136 | 0.8858 | 0.0036 | 0.8858 | 0.9412 |
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- | No log | 5.75 | 138 | 0.8405 | 0.0245 | 0.8405 | 0.9168 |
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- | No log | 5.8333 | 140 | 0.9194 | 0.0221 | 0.9194 | 0.9589 |
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- | No log | 5.9167 | 142 | 1.0259 | 0.1618 | 1.0259 | 1.0129 |
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- | No log | 6.0 | 144 | 1.0238 | 0.1618 | 1.0238 | 1.0118 |
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- | No log | 6.0833 | 146 | 0.9641 | 0.0928 | 0.9641 | 0.9819 |
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- | No log | 6.1667 | 148 | 0.9631 | 0.0928 | 0.9631 | 0.9814 |
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- | No log | 6.25 | 150 | 0.9622 | 0.0239 | 0.9622 | 0.9809 |
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- | No log | 6.3333 | 152 | 0.9887 | 0.0968 | 0.9887 | 0.9943 |
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- | No log | 6.4167 | 154 | 1.0917 | 0.1296 | 1.0917 | 1.0449 |
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- | No log | 6.5 | 156 | 1.1162 | 0.1296 | 1.1162 | 1.0565 |
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- | No log | 6.5833 | 158 | 0.9850 | 0.0964 | 0.9850 | 0.9925 |
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- | No log | 6.6667 | 160 | 0.8563 | -0.0025 | 0.8563 | 0.9254 |
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- | No log | 6.75 | 162 | 0.8707 | 0.0502 | 0.8707 | 0.9331 |
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- | No log | 6.8333 | 164 | 0.8849 | 0.1495 | 0.8849 | 0.9407 |
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- | No log | 6.9167 | 166 | 0.8666 | -0.0794 | 0.8666 | 0.9309 |
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- | No log | 7.0 | 168 | 0.8816 | -0.0774 | 0.8816 | 0.9390 |
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- | No log | 7.0833 | 170 | 0.8564 | 0.0935 | 0.8564 | 0.9254 |
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- | No log | 7.1667 | 172 | 0.9293 | 0.2754 | 0.9293 | 0.9640 |
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- | No log | 7.25 | 174 | 0.9398 | 0.2336 | 0.9398 | 0.9694 |
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- | No log | 7.3333 | 176 | 0.8901 | 0.1029 | 0.8901 | 0.9434 |
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- | No log | 7.4167 | 178 | 0.8706 | 0.0646 | 0.8706 | 0.9331 |
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- | No log | 7.5 | 180 | 0.9048 | 0.0351 | 0.9048 | 0.9512 |
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- | No log | 7.5833 | 182 | 0.9756 | 0.0618 | 0.9756 | 0.9877 |
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- | No log | 7.6667 | 184 | 0.9363 | 0.0203 | 0.9363 | 0.9676 |
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- | No log | 7.75 | 186 | 0.8810 | 0.0071 | 0.8810 | 0.9386 |
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- | No log | 7.8333 | 188 | 0.8442 | 0.0289 | 0.8442 | 0.9188 |
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- | No log | 7.9167 | 190 | 0.8487 | 0.1181 | 0.8487 | 0.9212 |
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- | No log | 8.0 | 192 | 0.8459 | 0.1495 | 0.8459 | 0.9197 |
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- | No log | 8.0833 | 194 | 0.8386 | 0.0552 | 0.8386 | 0.9158 |
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- | No log | 8.1667 | 196 | 0.8432 | 0.0552 | 0.8432 | 0.9182 |
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- | No log | 8.25 | 198 | 0.8500 | 0.0227 | 0.8500 | 0.9219 |
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- | No log | 8.3333 | 200 | 0.8485 | 0.0670 | 0.8485 | 0.9211 |
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- | No log | 8.4167 | 202 | 0.8330 | 0.1011 | 0.8330 | 0.9127 |
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- | No log | 8.5 | 204 | 0.8231 | 0.0227 | 0.8231 | 0.9072 |
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- | No log | 8.5833 | 206 | 0.8144 | 0.0149 | 0.8144 | 0.9024 |
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- | No log | 8.6667 | 208 | 0.7992 | -0.0569 | 0.7992 | 0.8940 |
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- | No log | 8.75 | 210 | 0.7946 | 0.1569 | 0.7946 | 0.8914 |
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- | No log | 8.8333 | 212 | 0.7896 | 0.1558 | 0.7896 | 0.8886 |
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- | No log | 8.9167 | 214 | 0.7777 | 0.1923 | 0.7777 | 0.8819 |
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- | No log | 9.0 | 216 | 0.7872 | 0.2249 | 0.7872 | 0.8873 |
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- | No log | 9.0833 | 218 | 0.7765 | 0.2138 | 0.7765 | 0.8812 |
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- | No log | 9.1667 | 220 | 0.8048 | 0.2610 | 0.8048 | 0.8971 |
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- | No log | 9.25 | 222 | 0.7834 | 0.2578 | 0.7834 | 0.8851 |
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- | No log | 9.3333 | 224 | 0.8042 | 0.1960 | 0.8042 | 0.8967 |
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- | No log | 9.4167 | 226 | 0.7753 | 0.1942 | 0.7753 | 0.8805 |
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- | No log | 9.5 | 228 | 0.7464 | 0.1393 | 0.7464 | 0.8639 |
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- | No log | 9.5833 | 230 | 0.7874 | 0.2960 | 0.7874 | 0.8873 |
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- | No log | 9.6667 | 232 | 0.9305 | 0.2211 | 0.9305 | 0.9646 |
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- | No log | 9.75 | 234 | 0.9657 | 0.2363 | 0.9657 | 0.9827 |
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- | No log | 9.8333 | 236 | 0.9034 | 0.2259 | 0.9034 | 0.9505 |
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- | No log | 9.9167 | 238 | 0.8758 | 0.2336 | 0.8758 | 0.9358 |
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- | No log | 10.0 | 240 | 0.8572 | 0.2697 | 0.8572 | 0.9258 |
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- | No log | 10.0833 | 242 | 0.8421 | 0.2547 | 0.8421 | 0.9177 |
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- | No log | 10.1667 | 244 | 0.8000 | 0.2530 | 0.8000 | 0.8944 |
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- | No log | 10.25 | 246 | 0.7768 | 0.0670 | 0.7768 | 0.8813 |
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- | No log | 10.3333 | 248 | 0.7701 | 0.0318 | 0.7701 | 0.8775 |
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- | No log | 10.4167 | 250 | 0.7654 | 0.0272 | 0.7654 | 0.8749 |
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- | No log | 10.5 | 252 | 0.7659 | 0.0272 | 0.7659 | 0.8752 |
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- | No log | 10.5833 | 254 | 0.8095 | 0.2414 | 0.8095 | 0.8997 |
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- | No log | 10.6667 | 256 | 0.8352 | 0.2871 | 0.8352 | 0.9139 |
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- | No log | 10.75 | 258 | 0.7972 | 0.1577 | 0.7972 | 0.8929 |
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- | No log | 10.8333 | 260 | 0.7898 | 0.0426 | 0.7898 | 0.8887 |
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- | No log | 10.9167 | 262 | 0.8044 | 0.0856 | 0.8044 | 0.8969 |
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- | No log | 11.0 | 264 | 0.8382 | 0.1294 | 0.8382 | 0.9155 |
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- | No log | 11.0833 | 266 | 0.8351 | 0.1623 | 0.8351 | 0.9138 |
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- | No log | 11.1667 | 268 | 0.8470 | 0.0549 | 0.8470 | 0.9203 |
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- | No log | 11.25 | 270 | 0.8821 | 0.0559 | 0.8821 | 0.9392 |
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- | No log | 11.3333 | 272 | 0.8386 | 0.0537 | 0.8386 | 0.9158 |
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- | No log | 11.4167 | 274 | 0.7735 | 0.0426 | 0.7735 | 0.8795 |
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- | No log | 11.5 | 276 | 0.7979 | 0.1103 | 0.7979 | 0.8932 |
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- | No log | 11.5833 | 278 | 0.8298 | 0.2574 | 0.8298 | 0.9110 |
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- | No log | 11.6667 | 280 | 0.8042 | 0.1648 | 0.8042 | 0.8968 |
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- | No log | 11.75 | 282 | 0.7722 | 0.1050 | 0.7722 | 0.8787 |
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- | No log | 11.8333 | 284 | 0.7570 | 0.0810 | 0.7570 | 0.8701 |
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- | No log | 11.9167 | 286 | 0.7584 | 0.0856 | 0.7584 | 0.8709 |
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- | No log | 12.0 | 288 | 0.7544 | 0.0426 | 0.7544 | 0.8686 |
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- | No log | 12.0833 | 290 | 0.7512 | 0.0344 | 0.7512 | 0.8667 |
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- | No log | 12.1667 | 292 | 0.7522 | 0.1050 | 0.7522 | 0.8673 |
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- | No log | 12.25 | 294 | 0.7503 | 0.1050 | 0.7503 | 0.8662 |
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- | No log | 12.3333 | 296 | 0.7261 | 0.0725 | 0.7261 | 0.8521 |
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- | No log | 12.4167 | 298 | 0.7308 | 0.0026 | 0.7308 | 0.8549 |
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- | No log | 12.5 | 300 | 0.7490 | 0.0053 | 0.7490 | 0.8655 |
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- | No log | 12.5833 | 302 | 0.7491 | 0.0026 | 0.7491 | 0.8655 |
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- | No log | 12.6667 | 304 | 0.7740 | 0.0053 | 0.7740 | 0.8798 |
204
- | No log | 12.75 | 306 | 0.7796 | 0.0051 | 0.7796 | 0.8829 |
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- | No log | 12.8333 | 308 | 0.7519 | 0.0026 | 0.7519 | 0.8671 |
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- | No log | 12.9167 | 310 | 0.7355 | 0.2218 | 0.7355 | 0.8576 |
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- | No log | 13.0 | 312 | 0.7698 | 0.3088 | 0.7698 | 0.8774 |
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- | No log | 13.0833 | 314 | 0.7602 | 0.4001 | 0.7602 | 0.8719 |
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- | No log | 13.1667 | 316 | 0.7663 | 0.1591 | 0.7663 | 0.8754 |
210
- | No log | 13.25 | 318 | 0.7573 | 0.1591 | 0.7573 | 0.8702 |
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- | No log | 13.3333 | 320 | 0.7526 | 0.2641 | 0.7526 | 0.8675 |
212
- | No log | 13.4167 | 322 | 0.7682 | 0.2471 | 0.7682 | 0.8764 |
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- | No log | 13.5 | 324 | 0.7733 | 0.2471 | 0.7733 | 0.8794 |
214
- | No log | 13.5833 | 326 | 0.7717 | 0.2471 | 0.7717 | 0.8784 |
215
- | No log | 13.6667 | 328 | 0.7468 | 0.1922 | 0.7468 | 0.8642 |
216
- | No log | 13.75 | 330 | 0.7423 | 0.0474 | 0.7423 | 0.8616 |
217
- | No log | 13.8333 | 332 | 0.7406 | 0.0474 | 0.7406 | 0.8606 |
218
- | No log | 13.9167 | 334 | 0.7295 | 0.2317 | 0.7295 | 0.8541 |
219
- | No log | 14.0 | 336 | 0.7347 | 0.3274 | 0.7347 | 0.8571 |
220
- | No log | 14.0833 | 338 | 0.7323 | 0.2930 | 0.7323 | 0.8557 |
221
- | No log | 14.1667 | 340 | 0.7256 | 0.1922 | 0.7256 | 0.8518 |
222
- | No log | 14.25 | 342 | 0.7191 | 0.1187 | 0.7191 | 0.8480 |
223
- | No log | 14.3333 | 344 | 0.7647 | 0.0051 | 0.7647 | 0.8745 |
224
- | No log | 14.4167 | 346 | 0.7842 | 0.0909 | 0.7842 | 0.8856 |
225
- | No log | 14.5 | 348 | 0.7625 | 0.0501 | 0.7625 | 0.8732 |
226
- | No log | 14.5833 | 350 | 0.7401 | 0.0488 | 0.7401 | 0.8603 |
227
- | No log | 14.6667 | 352 | 0.7002 | 0.1981 | 0.7002 | 0.8368 |
228
- | No log | 14.75 | 354 | 0.6921 | 0.3039 | 0.6921 | 0.8319 |
229
- | No log | 14.8333 | 356 | 0.6895 | 0.3385 | 0.6895 | 0.8303 |
230
- | No log | 14.9167 | 358 | 0.6872 | 0.3866 | 0.6872 | 0.8290 |
231
- | No log | 15.0 | 360 | 0.6785 | 0.3980 | 0.6785 | 0.8237 |
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- | No log | 15.0833 | 362 | 0.6829 | 0.3701 | 0.6829 | 0.8264 |
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- | No log | 15.1667 | 364 | 0.6896 | 0.3701 | 0.6896 | 0.8304 |
234
- | No log | 15.25 | 366 | 0.6761 | 0.3701 | 0.6761 | 0.8222 |
235
- | No log | 15.3333 | 368 | 0.6500 | 0.3274 | 0.6500 | 0.8062 |
236
- | No log | 15.4167 | 370 | 0.6753 | 0.2299 | 0.6753 | 0.8218 |
237
- | No log | 15.5 | 372 | 0.7528 | 0.1685 | 0.7528 | 0.8676 |
238
- | No log | 15.5833 | 374 | 0.7571 | 0.1685 | 0.7571 | 0.8701 |
239
- | No log | 15.6667 | 376 | 0.6914 | 0.1647 | 0.6914 | 0.8315 |
240
- | No log | 15.75 | 378 | 0.6679 | 0.3274 | 0.6679 | 0.8173 |
241
- | No log | 15.8333 | 380 | 0.7175 | 0.3127 | 0.7175 | 0.8471 |
242
- | No log | 15.9167 | 382 | 0.7341 | 0.3127 | 0.7341 | 0.8568 |
243
- | No log | 16.0 | 384 | 0.7112 | 0.2641 | 0.7112 | 0.8433 |
244
- | No log | 16.0833 | 386 | 0.7030 | 0.2641 | 0.7030 | 0.8385 |
245
- | No log | 16.1667 | 388 | 0.7096 | 0.1591 | 0.7096 | 0.8424 |
246
- | No log | 16.25 | 390 | 0.7143 | 0.1942 | 0.7143 | 0.8452 |
247
- | No log | 16.3333 | 392 | 0.7232 | 0.2819 | 0.7232 | 0.8504 |
248
- | No log | 16.4167 | 394 | 0.7303 | 0.2471 | 0.7303 | 0.8546 |
249
- | No log | 16.5 | 396 | 0.7450 | 0.1972 | 0.7450 | 0.8631 |
250
- | No log | 16.5833 | 398 | 0.7491 | 0.1972 | 0.7491 | 0.8655 |
251
- | No log | 16.6667 | 400 | 0.7325 | 0.1752 | 0.7325 | 0.8559 |
252
- | No log | 16.75 | 402 | 0.7248 | 0.0393 | 0.7248 | 0.8514 |
253
- | No log | 16.8333 | 404 | 0.7519 | 0.0474 | 0.7519 | 0.8671 |
254
- | No log | 16.9167 | 406 | 0.7681 | 0.0488 | 0.7681 | 0.8764 |
255
- | No log | 17.0 | 408 | 0.7653 | 0.0905 | 0.7653 | 0.8748 |
256
- | No log | 17.0833 | 410 | 0.7420 | 0.0488 | 0.7420 | 0.8614 |
257
- | No log | 17.1667 | 412 | 0.7067 | 0.1591 | 0.7067 | 0.8407 |
258
- | No log | 17.25 | 414 | 0.7036 | 0.3243 | 0.7036 | 0.8388 |
259
- | No log | 17.3333 | 416 | 0.7321 | 0.2589 | 0.7321 | 0.8556 |
260
- | No log | 17.4167 | 418 | 0.7568 | 0.4052 | 0.7568 | 0.8700 |
261
- | No log | 17.5 | 420 | 0.7393 | 0.3868 | 0.7393 | 0.8598 |
262
- | No log | 17.5833 | 422 | 0.7076 | 0.2471 | 0.7076 | 0.8412 |
263
- | No log | 17.6667 | 424 | 0.6856 | 0.1922 | 0.6856 | 0.8280 |
264
- | No log | 17.75 | 426 | 0.6872 | 0.0026 | 0.6872 | 0.8290 |
265
- | No log | 17.8333 | 428 | 0.7016 | 0.0488 | 0.7016 | 0.8376 |
266
- | No log | 17.9167 | 430 | 0.6932 | 0.0861 | 0.6932 | 0.8326 |
267
- | No log | 18.0 | 432 | 0.6811 | 0.1224 | 0.6811 | 0.8253 |
268
- | No log | 18.0833 | 434 | 0.6783 | 0.2374 | 0.6783 | 0.8236 |
269
- | No log | 18.1667 | 436 | 0.6795 | 0.1232 | 0.6795 | 0.8243 |
270
- | No log | 18.25 | 438 | 0.6783 | 0.1604 | 0.6783 | 0.8236 |
271
- | No log | 18.3333 | 440 | 0.6804 | 0.1604 | 0.6804 | 0.8249 |
272
- | No log | 18.4167 | 442 | 0.6822 | 0.2641 | 0.6822 | 0.8259 |
273
- | No log | 18.5 | 444 | 0.6940 | 0.3123 | 0.6940 | 0.8331 |
274
- | No log | 18.5833 | 446 | 0.6954 | 0.3274 | 0.6954 | 0.8339 |
275
- | No log | 18.6667 | 448 | 0.6956 | 0.2308 | 0.6956 | 0.8340 |
276
- | No log | 18.75 | 450 | 0.7108 | 0.1221 | 0.7108 | 0.8431 |
277
- | No log | 18.8333 | 452 | 0.7301 | 0.0488 | 0.7301 | 0.8545 |
278
- | No log | 18.9167 | 454 | 0.7340 | 0.0856 | 0.7340 | 0.8568 |
279
- | No log | 19.0 | 456 | 0.7523 | 0.0856 | 0.7523 | 0.8673 |
280
- | No log | 19.0833 | 458 | 0.8173 | 0.0165 | 0.8173 | 0.9040 |
281
- | No log | 19.1667 | 460 | 0.8181 | 0.0165 | 0.8181 | 0.9045 |
282
- | No log | 19.25 | 462 | 0.7849 | 0.0905 | 0.7849 | 0.8860 |
283
- | No log | 19.3333 | 464 | 0.7750 | 0.1272 | 0.7750 | 0.8804 |
284
- | No log | 19.4167 | 466 | 0.7833 | 0.0902 | 0.7833 | 0.8850 |
285
- | No log | 19.5 | 468 | 0.7741 | 0.1580 | 0.7741 | 0.8798 |
286
- | No log | 19.5833 | 470 | 0.7537 | 0.2652 | 0.7537 | 0.8681 |
287
- | No log | 19.6667 | 472 | 0.7723 | 0.3894 | 0.7723 | 0.8788 |
288
- | No log | 19.75 | 474 | 0.7705 | 0.3471 | 0.7705 | 0.8778 |
289
- | No log | 19.8333 | 476 | 0.7796 | 0.3196 | 0.7796 | 0.8830 |
290
- | No log | 19.9167 | 478 | 0.7689 | 0.3196 | 0.7689 | 0.8769 |
291
- | No log | 20.0 | 480 | 0.7505 | 0.3416 | 0.7505 | 0.8663 |
292
- | No log | 20.0833 | 482 | 0.7554 | 0.2685 | 0.7554 | 0.8691 |
293
- | No log | 20.1667 | 484 | 0.7458 | 0.1737 | 0.7458 | 0.8636 |
294
- | No log | 20.25 | 486 | 0.7396 | 0.1136 | 0.7396 | 0.8600 |
295
- | No log | 20.3333 | 488 | 0.7386 | 0.0771 | 0.7386 | 0.8594 |
296
- | No log | 20.4167 | 490 | 0.7369 | 0.0771 | 0.7369 | 0.8584 |
297
- | No log | 20.5 | 492 | 0.7361 | 0.0771 | 0.7361 | 0.8579 |
298
- | No log | 20.5833 | 494 | 0.7264 | 0.0771 | 0.7264 | 0.8523 |
299
- | No log | 20.6667 | 496 | 0.7321 | 0.0771 | 0.7321 | 0.8556 |
300
- | No log | 20.75 | 498 | 0.7307 | 0.1136 | 0.7307 | 0.8548 |
301
- | 0.2894 | 20.8333 | 500 | 0.7353 | 0.1184 | 0.7353 | 0.8575 |
302
- | 0.2894 | 20.9167 | 502 | 0.7413 | 0.1139 | 0.7413 | 0.8610 |
303
- | 0.2894 | 21.0 | 504 | 0.7520 | 0.1807 | 0.7520 | 0.8672 |
304
- | 0.2894 | 21.0833 | 506 | 0.7602 | 0.2145 | 0.7602 | 0.8719 |
305
- | 0.2894 | 21.1667 | 508 | 0.7543 | 0.2145 | 0.7543 | 0.8685 |
306
- | 0.2894 | 21.25 | 510 | 0.7522 | 0.2145 | 0.7522 | 0.8673 |
307
- | 0.2894 | 21.3333 | 512 | 0.7533 | 0.2145 | 0.7533 | 0.8679 |
308
- | 0.2894 | 21.4167 | 514 | 0.7465 | 0.1508 | 0.7465 | 0.8640 |
309
- | 0.2894 | 21.5 | 516 | 0.7581 | 0.1983 | 0.7581 | 0.8707 |
310
- | 0.2894 | 21.5833 | 518 | 0.7602 | 0.1508 | 0.7602 | 0.8719 |
311
- | 0.2894 | 21.6667 | 520 | 0.7592 | 0.1508 | 0.7592 | 0.8713 |
312
- | 0.2894 | 21.75 | 522 | 0.7613 | 0.1508 | 0.7613 | 0.8725 |
313
- | 0.2894 | 21.8333 | 524 | 0.7687 | 0.1508 | 0.7687 | 0.8768 |
314
- | 0.2894 | 21.9167 | 526 | 0.7823 | 0.1617 | 0.7823 | 0.8845 |
315
- | 0.2894 | 22.0 | 528 | 0.8014 | 0.1236 | 0.8014 | 0.8952 |
316
- | 0.2894 | 22.0833 | 530 | 0.8088 | -0.0027 | 0.8088 | 0.8994 |
317
- | 0.2894 | 22.1667 | 532 | 0.7922 | 0.0840 | 0.7922 | 0.8901 |
318
- | 0.2894 | 22.25 | 534 | 0.7836 | 0.1236 | 0.7836 | 0.8852 |
319
- | 0.2894 | 22.3333 | 536 | 0.7903 | 0.1863 | 0.7903 | 0.8890 |
320
- | 0.2894 | 22.4167 | 538 | 0.8016 | 0.2027 | 0.8016 | 0.8953 |
321
- | 0.2894 | 22.5 | 540 | 0.7858 | 0.2027 | 0.7858 | 0.8865 |
322
- | 0.2894 | 22.5833 | 542 | 0.7662 | 0.1359 | 0.7662 | 0.8753 |
323
- | 0.2894 | 22.6667 | 544 | 0.7555 | 0.1184 | 0.7555 | 0.8692 |
324
- | 0.2894 | 22.75 | 546 | 0.7509 | 0.1184 | 0.7509 | 0.8665 |
325
- | 0.2894 | 22.8333 | 548 | 0.7459 | 0.1184 | 0.7459 | 0.8636 |
326
- | 0.2894 | 22.9167 | 550 | 0.7393 | 0.2270 | 0.7393 | 0.8598 |
327
- | 0.2894 | 23.0 | 552 | 0.7364 | 0.2270 | 0.7364 | 0.8582 |
328
- | 0.2894 | 23.0833 | 554 | 0.7427 | 0.2787 | 0.7427 | 0.8618 |
329
- | 0.2894 | 23.1667 | 556 | 0.7407 | 0.2787 | 0.7407 | 0.8607 |
330
- | 0.2894 | 23.25 | 558 | 0.7283 | 0.2606 | 0.7283 | 0.8534 |
331
- | 0.2894 | 23.3333 | 560 | 0.7301 | 0.2606 | 0.7301 | 0.8544 |
332
- | 0.2894 | 23.4167 | 562 | 0.7374 | 0.2930 | 0.7374 | 0.8587 |
333
- | 0.2894 | 23.5 | 564 | 0.7356 | 0.2930 | 0.7356 | 0.8577 |
334
- | 0.2894 | 23.5833 | 566 | 0.7414 | 0.2471 | 0.7414 | 0.8610 |
335
- | 0.2894 | 23.6667 | 568 | 0.7414 | 0.2606 | 0.7414 | 0.8611 |
336
- | 0.2894 | 23.75 | 570 | 0.7460 | 0.1942 | 0.7460 | 0.8637 |
337
- | 0.2894 | 23.8333 | 572 | 0.7673 | 0.0851 | 0.7673 | 0.8760 |
338
- | 0.2894 | 23.9167 | 574 | 0.7875 | 0.0898 | 0.7875 | 0.8874 |
339
- | 0.2894 | 24.0 | 576 | 0.7755 | 0.0460 | 0.7755 | 0.8806 |
340
- | 0.2894 | 24.0833 | 578 | 0.7494 | 0.0426 | 0.7494 | 0.8657 |
341
- | 0.2894 | 24.1667 | 580 | 0.7374 | 0.2270 | 0.7374 | 0.8587 |
342
- | 0.2894 | 24.25 | 582 | 0.7319 | 0.2308 | 0.7319 | 0.8555 |
343
- | 0.2894 | 24.3333 | 584 | 0.7304 | 0.2641 | 0.7304 | 0.8546 |
344
- | 0.2894 | 24.4167 | 586 | 0.7343 | 0.2270 | 0.7343 | 0.8569 |
345
- | 0.2894 | 24.5 | 588 | 0.7387 | 0.2270 | 0.7387 | 0.8595 |
346
- | 0.2894 | 24.5833 | 590 | 0.7387 | 0.2270 | 0.7387 | 0.8595 |
347
- | 0.2894 | 24.6667 | 592 | 0.7347 | 0.2308 | 0.7347 | 0.8571 |
348
- | 0.2894 | 24.75 | 594 | 0.7443 | 0.0856 | 0.7443 | 0.8627 |
349
- | 0.2894 | 24.8333 | 596 | 0.7514 | 0.0856 | 0.7514 | 0.8668 |
350
- | 0.2894 | 24.9167 | 598 | 0.7415 | 0.0810 | 0.7415 | 0.8611 |
351
- | 0.2894 | 25.0 | 600 | 0.7284 | 0.1604 | 0.7284 | 0.8535 |
352
- | 0.2894 | 25.0833 | 602 | 0.7215 | 0.2243 | 0.7215 | 0.8494 |
353
- | 0.2894 | 25.1667 | 604 | 0.7220 | 0.2506 | 0.7220 | 0.8497 |
354
- | 0.2894 | 25.25 | 606 | 0.7241 | 0.2063 | 0.7241 | 0.8509 |
355
- | 0.2894 | 25.3333 | 608 | 0.7282 | 0.1884 | 0.7282 | 0.8533 |
356
- | 0.2894 | 25.4167 | 610 | 0.7411 | 0.1884 | 0.7411 | 0.8609 |
357
- | 0.2894 | 25.5 | 612 | 0.7530 | 0.1539 | 0.7530 | 0.8677 |
358
- | 0.2894 | 25.5833 | 614 | 0.7473 | 0.1884 | 0.7473 | 0.8645 |
359
- | 0.2894 | 25.6667 | 616 | 0.7494 | 0.2099 | 0.7494 | 0.8657 |
360
- | 0.2894 | 25.75 | 618 | 0.7650 | 0.2063 | 0.7650 | 0.8746 |
361
- | 0.2894 | 25.8333 | 620 | 0.7684 | 0.2319 | 0.7684 | 0.8766 |
362
- | 0.2894 | 25.9167 | 622 | 0.7713 | 0.2621 | 0.7713 | 0.8782 |
363
- | 0.2894 | 26.0 | 624 | 0.7669 | 0.2379 | 0.7669 | 0.8757 |
364
- | 0.2894 | 26.0833 | 626 | 0.7612 | 0.2063 | 0.7612 | 0.8725 |
365
- | 0.2894 | 26.1667 | 628 | 0.7422 | 0.2506 | 0.7422 | 0.8615 |
366
- | 0.2894 | 26.25 | 630 | 0.7260 | 0.2540 | 0.7260 | 0.8520 |
367
- | 0.2894 | 26.3333 | 632 | 0.7200 | 0.1181 | 0.7200 | 0.8485 |
368
- | 0.2894 | 26.4167 | 634 | 0.7190 | 0.1181 | 0.7190 | 0.8480 |
369
- | 0.2894 | 26.5 | 636 | 0.7154 | 0.0810 | 0.7154 | 0.8458 |
370
- | 0.2894 | 26.5833 | 638 | 0.7079 | 0.1489 | 0.7079 | 0.8414 |
371
- | 0.2894 | 26.6667 | 640 | 0.7117 | 0.2540 | 0.7117 | 0.8436 |
372
- | 0.2894 | 26.75 | 642 | 0.7095 | 0.2540 | 0.7095 | 0.8423 |
373
- | 0.2894 | 26.8333 | 644 | 0.7113 | 0.1181 | 0.7113 | 0.8434 |
374
- | 0.2894 | 26.9167 | 646 | 0.7122 | 0.0810 | 0.7122 | 0.8439 |
375
- | 0.2894 | 27.0 | 648 | 0.7106 | 0.0810 | 0.7106 | 0.8430 |
376
- | 0.2894 | 27.0833 | 650 | 0.7123 | 0.2963 | 0.7123 | 0.8440 |
377
- | 0.2894 | 27.1667 | 652 | 0.7338 | 0.2145 | 0.7338 | 0.8566 |
378
- | 0.2894 | 27.25 | 654 | 0.7560 | 0.2950 | 0.7560 | 0.8695 |
379
- | 0.2894 | 27.3333 | 656 | 0.7496 | 0.2950 | 0.7496 | 0.8658 |
380
- | 0.2894 | 27.4167 | 658 | 0.7313 | 0.2787 | 0.7313 | 0.8552 |
381
- | 0.2894 | 27.5 | 660 | 0.7189 | 0.2181 | 0.7189 | 0.8479 |
382
- | 0.2894 | 27.5833 | 662 | 0.7191 | 0.1228 | 0.7191 | 0.8480 |
383
- | 0.2894 | 27.6667 | 664 | 0.7211 | 0.0851 | 0.7211 | 0.8492 |
384
- | 0.2894 | 27.75 | 666 | 0.7201 | 0.1539 | 0.7201 | 0.8486 |
385
- | 0.2894 | 27.8333 | 668 | 0.7255 | 0.1508 | 0.7255 | 0.8517 |
386
- | 0.2894 | 27.9167 | 670 | 0.7256 | 0.1187 | 0.7256 | 0.8518 |
387
- | 0.2894 | 28.0 | 672 | 0.7295 | 0.0428 | 0.7295 | 0.8541 |
388
- | 0.2894 | 28.0833 | 674 | 0.7318 | 0.0428 | 0.7318 | 0.8554 |
389
- | 0.2894 | 28.1667 | 676 | 0.7285 | 0.0798 | 0.7285 | 0.8535 |
390
- | 0.2894 | 28.25 | 678 | 0.7296 | 0.1139 | 0.7296 | 0.8542 |
391
- | 0.2894 | 28.3333 | 680 | 0.7406 | 0.2606 | 0.7406 | 0.8606 |
392
- | 0.2894 | 28.4167 | 682 | 0.7420 | 0.2606 | 0.7420 | 0.8614 |
393
- | 0.2894 | 28.5 | 684 | 0.7352 | 0.2963 | 0.7352 | 0.8574 |
394
- | 0.2894 | 28.5833 | 686 | 0.7334 | 0.2308 | 0.7334 | 0.8564 |
395
- | 0.2894 | 28.6667 | 688 | 0.7321 | 0.1550 | 0.7321 | 0.8556 |
396
- | 0.2894 | 28.75 | 690 | 0.7321 | 0.2963 | 0.7321 | 0.8556 |
397
- | 0.2894 | 28.8333 | 692 | 0.7529 | 0.2471 | 0.7529 | 0.8677 |
398
- | 0.2894 | 28.9167 | 694 | 0.7608 | 0.2652 | 0.7608 | 0.8723 |
399
- | 0.2894 | 29.0 | 696 | 0.7449 | 0.2930 | 0.7449 | 0.8631 |
400
- | 0.2894 | 29.0833 | 698 | 0.7285 | 0.1903 | 0.7285 | 0.8535 |
401
- | 0.2894 | 29.1667 | 700 | 0.7273 | 0.1903 | 0.7273 | 0.8528 |
402
- | 0.2894 | 29.25 | 702 | 0.7264 | 0.0771 | 0.7264 | 0.8523 |
403
- | 0.2894 | 29.3333 | 704 | 0.7359 | 0.0393 | 0.7359 | 0.8579 |
404
- | 0.2894 | 29.4167 | 706 | 0.7406 | 0.0426 | 0.7406 | 0.8606 |
405
- | 0.2894 | 29.5 | 708 | 0.7352 | 0.0771 | 0.7352 | 0.8574 |
406
- | 0.2894 | 29.5833 | 710 | 0.7358 | 0.0771 | 0.7358 | 0.8578 |
407
 
408
 
409
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_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: 0.4603
19
+ - Qwk: 0.5868
20
+ - Mse: 0.4603
21
+ - Rmse: 0.6784
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 2.4297 | -0.0262 | 2.4297 | 1.5588 |
53
+ | No log | 0.1905 | 4 | 1.2702 | 0.0997 | 1.2702 | 1.1271 |
54
+ | No log | 0.2857 | 6 | 0.7640 | 0.0481 | 0.7640 | 0.8740 |
55
+ | No log | 0.3810 | 8 | 0.8552 | 0.1777 | 0.8552 | 0.9248 |
56
+ | No log | 0.4762 | 10 | 0.9406 | 0.2782 | 0.9406 | 0.9698 |
57
+ | No log | 0.5714 | 12 | 0.7634 | 0.3169 | 0.7634 | 0.8737 |
58
+ | No log | 0.6667 | 14 | 0.6125 | 0.3974 | 0.6125 | 0.7826 |
59
+ | No log | 0.7619 | 16 | 0.8472 | 0.2784 | 0.8472 | 0.9204 |
60
+ | No log | 0.8571 | 18 | 1.3465 | 0.1670 | 1.3465 | 1.1604 |
61
+ | No log | 0.9524 | 20 | 0.9697 | 0.3141 | 0.9697 | 0.9848 |
62
+ | No log | 1.0476 | 22 | 0.6313 | 0.4373 | 0.6313 | 0.7945 |
63
+ | No log | 1.1429 | 24 | 0.6635 | 0.4395 | 0.6635 | 0.8146 |
64
+ | No log | 1.2381 | 26 | 0.6964 | 0.3598 | 0.6964 | 0.8345 |
65
+ | No log | 1.3333 | 28 | 0.8189 | 0.2394 | 0.8189 | 0.9049 |
66
+ | No log | 1.4286 | 30 | 1.0355 | 0.2496 | 1.0355 | 1.0176 |
67
+ | No log | 1.5238 | 32 | 0.8860 | 0.2604 | 0.8860 | 0.9413 |
68
+ | No log | 1.6190 | 34 | 0.5815 | 0.4918 | 0.5815 | 0.7626 |
69
+ | No log | 1.7143 | 36 | 0.5830 | 0.4035 | 0.5830 | 0.7636 |
70
+ | No log | 1.8095 | 38 | 0.5563 | 0.3863 | 0.5563 | 0.7459 |
71
+ | No log | 1.9048 | 40 | 0.7336 | 0.4529 | 0.7336 | 0.8565 |
72
+ | No log | 2.0 | 42 | 0.8186 | 0.4214 | 0.8186 | 0.9048 |
73
+ | No log | 2.0952 | 44 | 0.6870 | 0.4518 | 0.6870 | 0.8289 |
74
+ | No log | 2.1905 | 46 | 0.5557 | 0.2923 | 0.5557 | 0.7455 |
75
+ | No log | 2.2857 | 48 | 0.5541 | 0.3546 | 0.5541 | 0.7444 |
76
+ | No log | 2.3810 | 50 | 0.5814 | 0.4035 | 0.5814 | 0.7625 |
77
+ | No log | 2.4762 | 52 | 0.5613 | 0.3546 | 0.5613 | 0.7492 |
78
+ | No log | 2.5714 | 54 | 0.5751 | 0.3477 | 0.5751 | 0.7584 |
79
+ | No log | 2.6667 | 56 | 0.6260 | 0.4315 | 0.6260 | 0.7912 |
80
+ | No log | 2.7619 | 58 | 0.7309 | 0.4743 | 0.7309 | 0.8550 |
81
+ | No log | 2.8571 | 60 | 0.6274 | 0.4904 | 0.6274 | 0.7921 |
82
+ | No log | 2.9524 | 62 | 0.6191 | 0.4909 | 0.6191 | 0.7868 |
83
+ | No log | 3.0476 | 64 | 0.8185 | 0.4367 | 0.8185 | 0.9047 |
84
+ | No log | 3.1429 | 66 | 0.8188 | 0.4462 | 0.8188 | 0.9049 |
85
+ | No log | 3.2381 | 68 | 0.5840 | 0.5469 | 0.5840 | 0.7642 |
86
+ | No log | 3.3333 | 70 | 0.6184 | 0.5119 | 0.6184 | 0.7864 |
87
+ | No log | 3.4286 | 72 | 0.6822 | 0.4471 | 0.6822 | 0.8260 |
88
+ | No log | 3.5238 | 74 | 0.6348 | 0.4467 | 0.6348 | 0.7967 |
89
+ | No log | 3.6190 | 76 | 0.6006 | 0.5021 | 0.6006 | 0.7750 |
90
+ | No log | 3.7143 | 78 | 0.6108 | 0.4715 | 0.6108 | 0.7815 |
91
+ | No log | 3.8095 | 80 | 0.5955 | 0.4300 | 0.5955 | 0.7717 |
92
+ | No log | 3.9048 | 82 | 0.6830 | 0.3817 | 0.6830 | 0.8265 |
93
+ | No log | 4.0 | 84 | 0.6044 | 0.4206 | 0.6044 | 0.7774 |
94
+ | No log | 4.0952 | 86 | 0.5512 | 0.4595 | 0.5512 | 0.7424 |
95
+ | No log | 4.1905 | 88 | 0.6371 | 0.4914 | 0.6371 | 0.7982 |
96
+ | No log | 4.2857 | 90 | 0.5917 | 0.4914 | 0.5917 | 0.7692 |
97
+ | No log | 4.3810 | 92 | 0.5493 | 0.5784 | 0.5493 | 0.7411 |
98
+ | No log | 4.4762 | 94 | 0.5570 | 0.5426 | 0.5570 | 0.7463 |
99
+ | No log | 4.5714 | 96 | 0.5631 | 0.5013 | 0.5631 | 0.7504 |
100
+ | No log | 4.6667 | 98 | 0.6631 | 0.5190 | 0.6631 | 0.8143 |
101
+ | No log | 4.7619 | 100 | 0.7011 | 0.5326 | 0.7011 | 0.8373 |
102
+ | No log | 4.8571 | 102 | 0.6482 | 0.5116 | 0.6482 | 0.8051 |
103
+ | No log | 4.9524 | 104 | 0.6807 | 0.5387 | 0.6807 | 0.8250 |
104
+ | No log | 5.0476 | 106 | 0.7744 | 0.4859 | 0.7744 | 0.8800 |
105
+ | No log | 5.1429 | 108 | 0.7380 | 0.5017 | 0.7380 | 0.8591 |
106
+ | No log | 5.2381 | 110 | 0.6054 | 0.5552 | 0.6054 | 0.7781 |
107
+ | No log | 5.3333 | 112 | 0.6089 | 0.5489 | 0.6089 | 0.7803 |
108
+ | No log | 5.4286 | 114 | 0.5818 | 0.5297 | 0.5818 | 0.7628 |
109
+ | No log | 5.5238 | 116 | 0.5444 | 0.5692 | 0.5444 | 0.7378 |
110
+ | No log | 5.6190 | 118 | 0.5265 | 0.5627 | 0.5265 | 0.7256 |
111
+ | No log | 5.7143 | 120 | 0.6074 | 0.5180 | 0.6074 | 0.7794 |
112
+ | No log | 5.8095 | 122 | 0.7914 | 0.5032 | 0.7914 | 0.8896 |
113
+ | No log | 5.9048 | 124 | 0.7630 | 0.5032 | 0.7630 | 0.8735 |
114
+ | No log | 6.0 | 126 | 0.4982 | 0.5569 | 0.4982 | 0.7058 |
115
+ | No log | 6.0952 | 128 | 0.6046 | 0.5591 | 0.6046 | 0.7776 |
116
+ | No log | 6.1905 | 130 | 0.7159 | 0.4531 | 0.7159 | 0.8461 |
117
+ | No log | 6.2857 | 132 | 0.5583 | 0.5115 | 0.5583 | 0.7472 |
118
+ | No log | 6.3810 | 134 | 0.4806 | 0.6479 | 0.4806 | 0.6933 |
119
+ | No log | 6.4762 | 136 | 0.5081 | 0.6349 | 0.5081 | 0.7128 |
120
+ | No log | 6.5714 | 138 | 0.4908 | 0.5888 | 0.4908 | 0.7006 |
121
+ | No log | 6.6667 | 140 | 0.5343 | 0.5543 | 0.5343 | 0.7310 |
122
+ | No log | 6.7619 | 142 | 0.5480 | 0.5457 | 0.5480 | 0.7403 |
123
+ | No log | 6.8571 | 144 | 0.4941 | 0.6046 | 0.4941 | 0.7029 |
124
+ | No log | 6.9524 | 146 | 0.5727 | 0.6104 | 0.5727 | 0.7568 |
125
+ | No log | 7.0476 | 148 | 0.7937 | 0.3924 | 0.7937 | 0.8909 |
126
+ | No log | 7.1429 | 150 | 0.7572 | 0.4601 | 0.7572 | 0.8701 |
127
+ | No log | 7.2381 | 152 | 0.5457 | 0.6271 | 0.5457 | 0.7387 |
128
+ | No log | 7.3333 | 154 | 0.5306 | 0.5983 | 0.5306 | 0.7284 |
129
+ | No log | 7.4286 | 156 | 0.6217 | 0.6039 | 0.6217 | 0.7885 |
130
+ | No log | 7.5238 | 158 | 0.5339 | 0.6771 | 0.5339 | 0.7307 |
131
+ | No log | 7.6190 | 160 | 0.6101 | 0.4874 | 0.6101 | 0.7811 |
132
+ | No log | 7.7143 | 162 | 0.6721 | 0.4379 | 0.6721 | 0.8198 |
133
+ | No log | 7.8095 | 164 | 0.5445 | 0.5895 | 0.5445 | 0.7379 |
134
+ | No log | 7.9048 | 166 | 0.5870 | 0.5670 | 0.5870 | 0.7661 |
135
+ | No log | 8.0 | 168 | 0.7441 | 0.3998 | 0.7441 | 0.8626 |
136
+ | No log | 8.0952 | 170 | 0.6249 | 0.5538 | 0.6249 | 0.7905 |
137
+ | No log | 8.1905 | 172 | 0.4859 | 0.6129 | 0.4859 | 0.6971 |
138
+ | No log | 8.2857 | 174 | 0.6163 | 0.4874 | 0.6163 | 0.7851 |
139
+ | No log | 8.3810 | 176 | 0.7985 | 0.4304 | 0.7985 | 0.8936 |
140
+ | No log | 8.4762 | 178 | 0.7290 | 0.4733 | 0.7290 | 0.8538 |
141
+ | No log | 8.5714 | 180 | 0.5414 | 0.6004 | 0.5414 | 0.7358 |
142
+ | No log | 8.6667 | 182 | 0.5317 | 0.6078 | 0.5317 | 0.7292 |
143
+ | No log | 8.7619 | 184 | 0.5624 | 0.4874 | 0.5624 | 0.7500 |
144
+ | No log | 8.8571 | 186 | 0.5465 | 0.5269 | 0.5465 | 0.7393 |
145
+ | No log | 8.9524 | 188 | 0.5037 | 0.6566 | 0.5037 | 0.7097 |
146
+ | No log | 9.0476 | 190 | 0.5014 | 0.5841 | 0.5014 | 0.7081 |
147
+ | No log | 9.1429 | 192 | 0.4799 | 0.6114 | 0.4799 | 0.6927 |
148
+ | No log | 9.2381 | 194 | 0.4866 | 0.5218 | 0.4866 | 0.6976 |
149
+ | No log | 9.3333 | 196 | 0.6127 | 0.5510 | 0.6127 | 0.7828 |
150
+ | No log | 9.4286 | 198 | 0.6424 | 0.5471 | 0.6424 | 0.8015 |
151
+ | No log | 9.5238 | 200 | 0.5309 | 0.6022 | 0.5309 | 0.7286 |
152
+ | No log | 9.6190 | 202 | 0.5097 | 0.6860 | 0.5097 | 0.7139 |
153
+ | No log | 9.7143 | 204 | 0.5806 | 0.4562 | 0.5806 | 0.7620 |
154
+ | No log | 9.8095 | 206 | 0.6757 | 0.4890 | 0.6757 | 0.8220 |
155
+ | No log | 9.9048 | 208 | 0.5996 | 0.4834 | 0.5996 | 0.7744 |
156
+ | No log | 10.0 | 210 | 0.4899 | 0.5956 | 0.4899 | 0.6999 |
157
+ | No log | 10.0952 | 212 | 0.5686 | 0.5327 | 0.5686 | 0.7540 |
158
+ | No log | 10.1905 | 214 | 0.6456 | 0.5131 | 0.6456 | 0.8035 |
159
+ | No log | 10.2857 | 216 | 0.6218 | 0.4911 | 0.6218 | 0.7886 |
160
+ | No log | 10.3810 | 218 | 0.5267 | 0.5577 | 0.5267 | 0.7257 |
161
+ | No log | 10.4762 | 220 | 0.5290 | 0.5577 | 0.5290 | 0.7273 |
162
+ | No log | 10.5714 | 222 | 0.5109 | 0.5753 | 0.5109 | 0.7148 |
163
+ | No log | 10.6667 | 224 | 0.5109 | 0.6171 | 0.5109 | 0.7148 |
164
+ | No log | 10.7619 | 226 | 0.5239 | 0.5784 | 0.5239 | 0.7238 |
165
+ | No log | 10.8571 | 228 | 0.5277 | 0.5770 | 0.5277 | 0.7265 |
166
+ | No log | 10.9524 | 230 | 0.5380 | 0.5473 | 0.5380 | 0.7335 |
167
+ | No log | 11.0476 | 232 | 0.5064 | 0.5974 | 0.5064 | 0.7116 |
168
+ | No log | 11.1429 | 234 | 0.4799 | 0.5768 | 0.4799 | 0.6928 |
169
+ | No log | 11.2381 | 236 | 0.4759 | 0.6479 | 0.4759 | 0.6898 |
170
+ | No log | 11.3333 | 238 | 0.5116 | 0.6182 | 0.5116 | 0.7152 |
171
+ | No log | 11.4286 | 240 | 0.5199 | 0.6108 | 0.5199 | 0.7210 |
172
+ | No log | 11.5238 | 242 | 0.4781 | 0.6587 | 0.4781 | 0.6915 |
173
+ | No log | 11.6190 | 244 | 0.4803 | 0.6870 | 0.4803 | 0.6930 |
174
+ | No log | 11.7143 | 246 | 0.4908 | 0.6066 | 0.4908 | 0.7006 |
175
+ | No log | 11.8095 | 248 | 0.4856 | 0.6419 | 0.4856 | 0.6968 |
176
+ | No log | 11.9048 | 250 | 0.4742 | 0.6960 | 0.4742 | 0.6886 |
177
+ | No log | 12.0 | 252 | 0.4625 | 0.6435 | 0.4625 | 0.6801 |
178
+ | No log | 12.0952 | 254 | 0.4635 | 0.6344 | 0.4635 | 0.6808 |
179
+ | No log | 12.1905 | 256 | 0.4802 | 0.6197 | 0.4802 | 0.6929 |
180
+ | No log | 12.2857 | 258 | 0.5810 | 0.5460 | 0.5810 | 0.7622 |
181
+ | No log | 12.3810 | 260 | 0.5485 | 0.5599 | 0.5485 | 0.7406 |
182
+ | No log | 12.4762 | 262 | 0.4882 | 0.5888 | 0.4882 | 0.6987 |
183
+ | No log | 12.5714 | 264 | 0.5299 | 0.5894 | 0.5299 | 0.7280 |
184
+ | No log | 12.6667 | 266 | 0.5455 | 0.5291 | 0.5455 | 0.7386 |
185
+ | No log | 12.7619 | 268 | 0.4884 | 0.6046 | 0.4884 | 0.6988 |
186
+ | No log | 12.8571 | 270 | 0.5651 | 0.4949 | 0.5651 | 0.7517 |
187
+ | No log | 12.9524 | 272 | 0.6203 | 0.4598 | 0.6203 | 0.7876 |
188
+ | No log | 13.0476 | 274 | 0.6118 | 0.4598 | 0.6118 | 0.7822 |
189
+ | No log | 13.1429 | 276 | 0.5214 | 0.5811 | 0.5214 | 0.7221 |
190
+ | No log | 13.2381 | 278 | 0.4829 | 0.6168 | 0.4829 | 0.6949 |
191
+ | No log | 13.3333 | 280 | 0.4745 | 0.6068 | 0.4745 | 0.6888 |
192
+ | No log | 13.4286 | 282 | 0.4751 | 0.5846 | 0.4751 | 0.6893 |
193
+ | No log | 13.5238 | 284 | 0.4755 | 0.6053 | 0.4755 | 0.6896 |
194
+ | No log | 13.6190 | 286 | 0.4954 | 0.6197 | 0.4954 | 0.7039 |
195
+ | No log | 13.7143 | 288 | 0.5230 | 0.6047 | 0.5230 | 0.7232 |
196
+ | No log | 13.8095 | 290 | 0.4942 | 0.6114 | 0.4942 | 0.7030 |
197
+ | No log | 13.9048 | 292 | 0.4821 | 0.5883 | 0.4821 | 0.6944 |
198
+ | No log | 14.0 | 294 | 0.5328 | 0.5086 | 0.5328 | 0.7299 |
199
+ | No log | 14.0952 | 296 | 0.6564 | 0.4844 | 0.6564 | 0.8102 |
200
+ | No log | 14.1905 | 298 | 0.6467 | 0.5185 | 0.6467 | 0.8042 |
201
+ | No log | 14.2857 | 300 | 0.5567 | 0.4827 | 0.5567 | 0.7461 |
202
+ | No log | 14.3810 | 302 | 0.4559 | 0.5915 | 0.4559 | 0.6752 |
203
+ | No log | 14.4762 | 304 | 0.4862 | 0.6034 | 0.4862 | 0.6973 |
204
+ | No log | 14.5714 | 306 | 0.4764 | 0.6114 | 0.4764 | 0.6902 |
205
+ | No log | 14.6667 | 308 | 0.4461 | 0.6479 | 0.4461 | 0.6679 |
206
+ | No log | 14.7619 | 310 | 0.4502 | 0.6395 | 0.4502 | 0.6709 |
207
+ | No log | 14.8571 | 312 | 0.4646 | 0.6763 | 0.4646 | 0.6816 |
208
+ | No log | 14.9524 | 314 | 0.5313 | 0.6311 | 0.5313 | 0.7289 |
209
+ | No log | 15.0476 | 316 | 0.6361 | 0.5729 | 0.6361 | 0.7976 |
210
+ | No log | 15.1429 | 318 | 0.6057 | 0.5564 | 0.6057 | 0.7783 |
211
+ | No log | 15.2381 | 320 | 0.5834 | 0.5625 | 0.5834 | 0.7638 |
212
+ | No log | 15.3333 | 322 | 0.5507 | 0.5312 | 0.5507 | 0.7421 |
213
+ | No log | 15.4286 | 324 | 0.4752 | 0.6402 | 0.4752 | 0.6893 |
214
+ | No log | 15.5238 | 326 | 0.4535 | 0.6242 | 0.4535 | 0.6734 |
215
+ | No log | 15.6190 | 328 | 0.4761 | 0.5472 | 0.4761 | 0.6900 |
216
+ | No log | 15.7143 | 330 | 0.4695 | 0.5625 | 0.4695 | 0.6852 |
217
+ | No log | 15.8095 | 332 | 0.4738 | 0.6289 | 0.4738 | 0.6883 |
218
+ | No log | 15.9048 | 334 | 0.4870 | 0.6772 | 0.4870 | 0.6978 |
219
+ | No log | 16.0 | 336 | 0.5018 | 0.6449 | 0.5018 | 0.7084 |
220
+ | No log | 16.0952 | 338 | 0.5008 | 0.5751 | 0.5008 | 0.7076 |
221
+ | No log | 16.1905 | 340 | 0.4643 | 0.6423 | 0.4643 | 0.6814 |
222
+ | No log | 16.2857 | 342 | 0.4562 | 0.6133 | 0.4562 | 0.6754 |
223
+ | No log | 16.3810 | 344 | 0.4477 | 0.6210 | 0.4477 | 0.6691 |
224
+ | No log | 16.4762 | 346 | 0.4662 | 0.6092 | 0.4662 | 0.6828 |
225
+ | No log | 16.5714 | 348 | 0.4786 | 0.6092 | 0.4786 | 0.6918 |
226
+ | No log | 16.6667 | 350 | 0.4699 | 0.6127 | 0.4699 | 0.6855 |
227
+ | No log | 16.7619 | 352 | 0.4366 | 0.6269 | 0.4366 | 0.6608 |
228
+ | No log | 16.8571 | 354 | 0.4522 | 0.5533 | 0.4522 | 0.6725 |
229
+ | No log | 16.9524 | 356 | 0.4495 | 0.5455 | 0.4495 | 0.6704 |
230
+ | No log | 17.0476 | 358 | 0.4460 | 0.5784 | 0.4460 | 0.6678 |
231
+ | No log | 17.1429 | 360 | 0.4349 | 0.5831 | 0.4349 | 0.6594 |
232
+ | No log | 17.2381 | 362 | 0.4478 | 0.6592 | 0.4478 | 0.6692 |
233
+ | No log | 17.3333 | 364 | 0.4805 | 0.6501 | 0.4805 | 0.6932 |
234
+ | No log | 17.4286 | 366 | 0.4754 | 0.6592 | 0.4754 | 0.6895 |
235
+ | No log | 17.5238 | 368 | 0.5095 | 0.6223 | 0.5095 | 0.7138 |
236
+ | No log | 17.6190 | 370 | 0.5096 | 0.6223 | 0.5096 | 0.7139 |
237
+ | No log | 17.7143 | 372 | 0.4656 | 0.6383 | 0.4656 | 0.6823 |
238
+ | No log | 17.8095 | 374 | 0.4435 | 0.5267 | 0.4435 | 0.6660 |
239
+ | No log | 17.9048 | 376 | 0.4683 | 0.6052 | 0.4683 | 0.6843 |
240
+ | No log | 18.0 | 378 | 0.4615 | 0.5852 | 0.4615 | 0.6793 |
241
+ | No log | 18.0952 | 380 | 0.4376 | 0.6770 | 0.4376 | 0.6615 |
242
+ | No log | 18.1905 | 382 | 0.4471 | 0.6501 | 0.4471 | 0.6687 |
243
+ | No log | 18.2857 | 384 | 0.4502 | 0.6501 | 0.4502 | 0.6710 |
244
+ | No log | 18.3810 | 386 | 0.4436 | 0.6168 | 0.4436 | 0.6660 |
245
+ | No log | 18.4762 | 388 | 0.4438 | 0.5986 | 0.4438 | 0.6662 |
246
+ | No log | 18.5714 | 390 | 0.4368 | 0.6464 | 0.4368 | 0.6609 |
247
+ | No log | 18.6667 | 392 | 0.4368 | 0.6383 | 0.4368 | 0.6609 |
248
+ | No log | 18.7619 | 394 | 0.4618 | 0.6330 | 0.4618 | 0.6796 |
249
+ | No log | 18.8571 | 396 | 0.4537 | 0.6414 | 0.4537 | 0.6736 |
250
+ | No log | 18.9524 | 398 | 0.4334 | 0.6402 | 0.4334 | 0.6584 |
251
+ | No log | 19.0476 | 400 | 0.4326 | 0.6068 | 0.4326 | 0.6577 |
252
+ | No log | 19.1429 | 402 | 0.4364 | 0.6648 | 0.4364 | 0.6606 |
253
+ | No log | 19.2381 | 404 | 0.4467 | 0.5214 | 0.4467 | 0.6684 |
254
+ | No log | 19.3333 | 406 | 0.4495 | 0.5631 | 0.4495 | 0.6704 |
255
+ | No log | 19.4286 | 408 | 0.4489 | 0.5503 | 0.4489 | 0.6700 |
256
+ | No log | 19.5238 | 410 | 0.4495 | 0.6154 | 0.4495 | 0.6704 |
257
+ | No log | 19.6190 | 412 | 0.4748 | 0.6501 | 0.4748 | 0.6890 |
258
+ | No log | 19.7143 | 414 | 0.5137 | 0.5836 | 0.5137 | 0.7168 |
259
+ | No log | 19.8095 | 416 | 0.5094 | 0.5765 | 0.5094 | 0.7137 |
260
+ | No log | 19.9048 | 418 | 0.5188 | 0.5765 | 0.5188 | 0.7203 |
261
+ | No log | 20.0 | 420 | 0.4655 | 0.6526 | 0.4655 | 0.6823 |
262
+ | No log | 20.0952 | 422 | 0.4359 | 0.6235 | 0.4359 | 0.6602 |
263
+ | No log | 20.1905 | 424 | 0.4244 | 0.6402 | 0.4244 | 0.6515 |
264
+ | No log | 20.2857 | 426 | 0.4261 | 0.5815 | 0.4261 | 0.6528 |
265
+ | No log | 20.3810 | 428 | 0.4283 | 0.5732 | 0.4283 | 0.6545 |
266
+ | No log | 20.4762 | 430 | 0.4872 | 0.5544 | 0.4872 | 0.6980 |
267
+ | No log | 20.5714 | 432 | 0.5217 | 0.5219 | 0.5217 | 0.7223 |
268
+ | No log | 20.6667 | 434 | 0.4722 | 0.5544 | 0.4722 | 0.6872 |
269
+ | No log | 20.7619 | 436 | 0.4252 | 0.5267 | 0.4252 | 0.6521 |
270
+ | No log | 20.8571 | 438 | 0.4425 | 0.5731 | 0.4425 | 0.6652 |
271
+ | No log | 20.9524 | 440 | 0.4795 | 0.6223 | 0.4795 | 0.6925 |
272
+ | No log | 21.0476 | 442 | 0.4549 | 0.6013 | 0.4549 | 0.6745 |
273
+ | No log | 21.1429 | 444 | 0.4134 | 0.6282 | 0.4134 | 0.6430 |
274
+ | No log | 21.2381 | 446 | 0.4518 | 0.5692 | 0.4518 | 0.6721 |
275
+ | No log | 21.3333 | 448 | 0.5425 | 0.5455 | 0.5425 | 0.7365 |
276
+ | No log | 21.4286 | 450 | 0.5428 | 0.5455 | 0.5428 | 0.7368 |
277
+ | No log | 21.5238 | 452 | 0.4761 | 0.5692 | 0.4761 | 0.6900 |
278
+ | No log | 21.6190 | 454 | 0.4221 | 0.5567 | 0.4221 | 0.6497 |
279
+ | No log | 21.7143 | 456 | 0.4478 | 0.6308 | 0.4478 | 0.6692 |
280
+ | No log | 21.8095 | 458 | 0.4755 | 0.6223 | 0.4755 | 0.6896 |
281
+ | No log | 21.9048 | 460 | 0.4585 | 0.6223 | 0.4585 | 0.6771 |
282
+ | No log | 22.0 | 462 | 0.4348 | 0.6477 | 0.4348 | 0.6594 |
283
+ | No log | 22.0952 | 464 | 0.4351 | 0.6377 | 0.4351 | 0.6596 |
284
+ | No log | 22.1905 | 466 | 0.4392 | 0.6771 | 0.4392 | 0.6627 |
285
+ | No log | 22.2857 | 468 | 0.4476 | 0.6782 | 0.4476 | 0.6691 |
286
+ | No log | 22.3810 | 470 | 0.4445 | 0.6683 | 0.4445 | 0.6667 |
287
+ | No log | 22.4762 | 472 | 0.4412 | 0.6771 | 0.4412 | 0.6642 |
288
+ | No log | 22.5714 | 474 | 0.4473 | 0.6589 | 0.4473 | 0.6688 |
289
+ | No log | 22.6667 | 476 | 0.4748 | 0.6501 | 0.4748 | 0.6890 |
290
+ | No log | 22.7619 | 478 | 0.5012 | 0.6223 | 0.5012 | 0.7080 |
291
+ | No log | 22.8571 | 480 | 0.4727 | 0.6501 | 0.4727 | 0.6875 |
292
+ | No log | 22.9524 | 482 | 0.4492 | 0.6501 | 0.4492 | 0.6703 |
293
+ | No log | 23.0476 | 484 | 0.4354 | 0.6255 | 0.4354 | 0.6599 |
294
+ | No log | 23.1429 | 486 | 0.4355 | 0.6464 | 0.4355 | 0.6600 |
295
+ | No log | 23.2381 | 488 | 0.4462 | 0.6501 | 0.4462 | 0.6680 |
296
+ | No log | 23.3333 | 490 | 0.4428 | 0.6282 | 0.4428 | 0.6654 |
297
+ | No log | 23.4286 | 492 | 0.4455 | 0.6530 | 0.4455 | 0.6674 |
298
+ | No log | 23.5238 | 494 | 0.4481 | 0.6530 | 0.4481 | 0.6694 |
299
+ | No log | 23.6190 | 496 | 0.4394 | 0.6364 | 0.4394 | 0.6629 |
300
+ | No log | 23.7143 | 498 | 0.4540 | 0.6514 | 0.4540 | 0.6738 |
301
+ | 0.2834 | 23.8095 | 500 | 0.4647 | 0.6431 | 0.4647 | 0.6817 |
302
+ | 0.2834 | 23.9048 | 502 | 0.4597 | 0.6431 | 0.4597 | 0.6780 |
303
+ | 0.2834 | 24.0 | 504 | 0.4583 | 0.6431 | 0.4583 | 0.6770 |
304
+ | 0.2834 | 24.0952 | 506 | 0.4458 | 0.6223 | 0.4458 | 0.6677 |
305
+ | 0.2834 | 24.1905 | 508 | 0.4340 | 0.5831 | 0.4340 | 0.6588 |
306
+ | 0.2834 | 24.2857 | 510 | 0.4603 | 0.5868 | 0.4603 | 0.6784 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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