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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_task2_organization

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  1. README.md +358 -263
  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_run1_AugV5_k19_task2_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_run1_AugV5_k19_task2_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: 0.7783
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- - Qwk: 0.5253
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- - Mse: 0.7783
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- - Rmse: 0.8822
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  ## Model description
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@@ -49,263 +49,358 @@ 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 | 0.0206 | 2 | 4.7877 | -0.0075 | 4.7877 | 2.1881 |
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- | No log | 0.0412 | 4 | 3.0056 | -0.0396 | 3.0056 | 1.7337 |
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- | No log | 0.0619 | 6 | 2.5841 | -0.1194 | 2.5841 | 1.6075 |
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- | No log | 0.0825 | 8 | 1.9513 | -0.0233 | 1.9513 | 1.3969 |
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- | No log | 0.1031 | 10 | 1.3318 | -0.0247 | 1.3318 | 1.1541 |
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- | No log | 0.1237 | 12 | 1.3167 | 0.0721 | 1.3167 | 1.1475 |
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- | No log | 0.1443 | 14 | 1.3437 | 0.1042 | 1.3437 | 1.1592 |
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- | No log | 0.1649 | 16 | 1.3451 | 0.0370 | 1.3451 | 1.1598 |
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- | No log | 0.1856 | 18 | 1.8542 | 0.1075 | 1.8542 | 1.3617 |
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- | No log | 0.2062 | 20 | 1.8126 | 0.1419 | 1.8126 | 1.3463 |
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- | No log | 0.2268 | 22 | 2.4006 | -0.0174 | 2.4006 | 1.5494 |
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- | No log | 0.2474 | 24 | 1.9923 | 0.0929 | 1.9923 | 1.4115 |
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- | No log | 0.2680 | 26 | 2.0093 | 0.0847 | 2.0093 | 1.4175 |
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- | No log | 0.2887 | 28 | 1.7684 | 0.1814 | 1.7684 | 1.3298 |
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- | No log | 0.3093 | 30 | 1.6928 | 0.2539 | 1.6928 | 1.3011 |
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- | No log | 0.3299 | 32 | 1.3270 | 0.1865 | 1.3270 | 1.1520 |
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- | No log | 0.3505 | 34 | 1.1530 | 0.1943 | 1.1530 | 1.0738 |
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- | No log | 0.3711 | 36 | 1.2123 | 0.1848 | 1.2123 | 1.1010 |
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- | No log | 0.3918 | 38 | 1.2634 | 0.1565 | 1.2634 | 1.1240 |
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- | No log | 0.4124 | 40 | 1.2515 | 0.1565 | 1.2515 | 1.1187 |
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- | No log | 0.4330 | 42 | 1.1387 | 0.2386 | 1.1387 | 1.0671 |
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- | No log | 0.4536 | 44 | 1.1341 | 0.1984 | 1.1341 | 1.0649 |
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- | No log | 0.4742 | 46 | 1.1860 | 0.1848 | 1.1860 | 1.0890 |
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- | No log | 0.4948 | 48 | 1.2304 | 0.2388 | 1.2304 | 1.1092 |
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- | No log | 0.5155 | 50 | 1.1009 | 0.1691 | 1.1009 | 1.0493 |
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- | No log | 0.5361 | 52 | 1.0493 | 0.3142 | 1.0493 | 1.0244 |
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- | No log | 0.5567 | 54 | 1.0467 | 0.3347 | 1.0467 | 1.0231 |
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- | No log | 0.5773 | 56 | 1.1160 | 0.1904 | 1.1160 | 1.0564 |
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- | No log | 0.5979 | 58 | 1.1692 | 0.1875 | 1.1692 | 1.0813 |
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- | No log | 0.6186 | 60 | 1.0492 | 0.2191 | 1.0492 | 1.0243 |
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- | No log | 0.6392 | 62 | 0.9611 | 0.3527 | 0.9611 | 0.9804 |
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- | No log | 0.6598 | 64 | 0.9077 | 0.4769 | 0.9077 | 0.9527 |
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- | No log | 0.6804 | 66 | 0.9015 | 0.5450 | 0.9015 | 0.9495 |
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- | No log | 0.7010 | 68 | 0.9138 | 0.5518 | 0.9138 | 0.9560 |
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- | No log | 0.7216 | 70 | 1.6417 | 0.3401 | 1.6417 | 1.2813 |
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- | No log | 0.7423 | 72 | 2.0224 | 0.2673 | 2.0224 | 1.4221 |
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- | No log | 0.7629 | 74 | 1.3371 | 0.3432 | 1.3371 | 1.1563 |
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- | No log | 0.7835 | 76 | 0.8850 | 0.5469 | 0.8850 | 0.9407 |
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- | No log | 0.8041 | 78 | 0.8765 | 0.4681 | 0.8765 | 0.9362 |
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- | No log | 0.8247 | 80 | 1.0412 | 0.4597 | 1.0412 | 1.0204 |
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- | No log | 0.8454 | 82 | 1.4172 | 0.4152 | 1.4172 | 1.1904 |
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- | No log | 0.8660 | 84 | 1.3923 | 0.3754 | 1.3923 | 1.1799 |
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- | No log | 0.8866 | 86 | 1.0527 | 0.3462 | 1.0527 | 1.0260 |
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- | No log | 0.9072 | 88 | 0.8856 | 0.4826 | 0.8856 | 0.9410 |
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- | No log | 0.9278 | 90 | 0.9510 | 0.3897 | 0.9510 | 0.9752 |
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- | No log | 0.9485 | 92 | 0.9457 | 0.4622 | 0.9457 | 0.9725 |
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- | No log | 0.9691 | 94 | 0.9115 | 0.4571 | 0.9115 | 0.9547 |
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- | No log | 0.9897 | 96 | 0.9979 | 0.3897 | 0.9979 | 0.9990 |
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- | No log | 1.0103 | 98 | 0.9728 | 0.3490 | 0.9728 | 0.9863 |
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- | No log | 1.0309 | 100 | 0.9666 | 0.3321 | 0.9666 | 0.9832 |
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- | No log | 1.0515 | 102 | 0.9829 | 0.3644 | 0.9829 | 0.9914 |
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- | No log | 1.0722 | 104 | 0.9538 | 0.4919 | 0.9538 | 0.9766 |
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- | No log | 1.0928 | 106 | 0.9633 | 0.4022 | 0.9633 | 0.9815 |
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- | No log | 1.1134 | 108 | 0.9518 | 0.4359 | 0.9518 | 0.9756 |
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- | No log | 1.1340 | 110 | 0.9490 | 0.5766 | 0.9490 | 0.9742 |
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- | No log | 1.1546 | 112 | 1.0618 | 0.4512 | 1.0618 | 1.0304 |
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- | No log | 1.1753 | 114 | 1.0573 | 0.3908 | 1.0573 | 1.0282 |
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- | No log | 1.1959 | 116 | 1.0008 | 0.4074 | 1.0008 | 1.0004 |
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- | No log | 1.2165 | 118 | 1.0655 | 0.3758 | 1.0655 | 1.0322 |
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- | No log | 1.2371 | 120 | 1.1290 | 0.3932 | 1.1290 | 1.0626 |
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- | No log | 1.2577 | 122 | 1.1048 | 0.3722 | 1.1048 | 1.0511 |
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- | No log | 1.2784 | 124 | 1.1291 | 0.3722 | 1.1291 | 1.0626 |
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- | No log | 1.2990 | 126 | 1.1438 | 0.3932 | 1.1438 | 1.0695 |
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- | No log | 1.3196 | 128 | 1.1465 | 0.3932 | 1.1465 | 1.0708 |
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- | No log | 1.3402 | 130 | 1.1655 | 0.3738 | 1.1655 | 1.0796 |
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- | No log | 1.3608 | 132 | 1.1647 | 0.3002 | 1.1647 | 1.0792 |
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- | No log | 1.3814 | 134 | 1.0832 | 0.3617 | 1.0832 | 1.0408 |
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- | No log | 1.4021 | 136 | 0.9468 | 0.4434 | 0.9468 | 0.9730 |
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- | No log | 1.4227 | 138 | 0.9223 | 0.3525 | 0.9223 | 0.9604 |
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- | No log | 1.4433 | 140 | 0.9403 | 0.3615 | 0.9403 | 0.9697 |
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- | No log | 1.4639 | 142 | 0.9459 | 0.4180 | 0.9459 | 0.9726 |
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- | No log | 1.4845 | 144 | 0.9637 | 0.3326 | 0.9637 | 0.9817 |
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- | No log | 1.5052 | 146 | 0.9107 | 0.3596 | 0.9107 | 0.9543 |
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- | No log | 1.5258 | 148 | 0.8456 | 0.5534 | 0.8456 | 0.9195 |
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- | No log | 1.5464 | 150 | 0.8259 | 0.6046 | 0.8259 | 0.9088 |
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- | No log | 1.5670 | 152 | 0.8586 | 0.5420 | 0.8586 | 0.9266 |
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- | No log | 1.5876 | 154 | 0.8215 | 0.5729 | 0.8215 | 0.9064 |
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- | No log | 1.6082 | 156 | 0.7959 | 0.5884 | 0.7959 | 0.8921 |
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- | No log | 1.6289 | 158 | 0.7951 | 0.6212 | 0.7951 | 0.8917 |
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- | No log | 1.6495 | 160 | 0.7804 | 0.6070 | 0.7804 | 0.8834 |
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- | No log | 1.6701 | 162 | 0.7748 | 0.5826 | 0.7748 | 0.8802 |
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- | No log | 1.6907 | 164 | 0.7865 | 0.5107 | 0.7865 | 0.8869 |
134
- | No log | 1.7113 | 166 | 0.8267 | 0.4671 | 0.8267 | 0.9092 |
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- | No log | 1.7320 | 168 | 0.8041 | 0.5244 | 0.8041 | 0.8967 |
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- | No log | 1.7526 | 170 | 0.8975 | 0.4598 | 0.8975 | 0.9474 |
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- | No log | 1.7732 | 172 | 1.0799 | 0.3708 | 1.0799 | 1.0392 |
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- | No log | 1.7938 | 174 | 0.9430 | 0.4681 | 0.9430 | 0.9711 |
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- | No log | 1.8144 | 176 | 0.8115 | 0.5811 | 0.8115 | 0.9009 |
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- | No log | 1.8351 | 178 | 1.0027 | 0.4383 | 1.0027 | 1.0014 |
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- | No log | 1.8557 | 180 | 1.0165 | 0.3959 | 1.0165 | 1.0082 |
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- | No log | 1.8763 | 182 | 0.8762 | 0.4652 | 0.8762 | 0.9361 |
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- | No log | 1.8969 | 184 | 0.8733 | 0.5155 | 0.8733 | 0.9345 |
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- | No log | 1.9175 | 186 | 0.8796 | 0.4916 | 0.8796 | 0.9379 |
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- | No log | 1.9381 | 188 | 0.8921 | 0.4866 | 0.8921 | 0.9445 |
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- | No log | 1.9588 | 190 | 1.0967 | 0.3523 | 1.0967 | 1.0472 |
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- | No log | 1.9794 | 192 | 1.5871 | 0.2587 | 1.5871 | 1.2598 |
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- | No log | 2.0 | 194 | 1.5749 | 0.2587 | 1.5749 | 1.2550 |
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- | No log | 2.0206 | 196 | 1.1743 | 0.3523 | 1.1743 | 1.0836 |
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- | No log | 2.0412 | 198 | 0.8929 | 0.4834 | 0.8929 | 0.9449 |
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- | No log | 2.0619 | 200 | 0.9226 | 0.4553 | 0.9226 | 0.9605 |
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- | No log | 2.0825 | 202 | 0.9209 | 0.4587 | 0.9209 | 0.9596 |
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- | No log | 2.1031 | 204 | 0.8441 | 0.5805 | 0.8441 | 0.9188 |
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- | No log | 2.1237 | 206 | 0.9756 | 0.3968 | 0.9756 | 0.9877 |
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- | No log | 2.1443 | 208 | 1.1635 | 0.3453 | 1.1635 | 1.0787 |
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- | No log | 2.1649 | 210 | 1.0886 | 0.3574 | 1.0886 | 1.0433 |
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- | No log | 2.1856 | 212 | 0.8963 | 0.4507 | 0.8963 | 0.9467 |
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- | No log | 2.2062 | 214 | 0.8324 | 0.4571 | 0.8324 | 0.9124 |
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- | No log | 2.2268 | 216 | 0.8623 | 0.4946 | 0.8623 | 0.9286 |
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- | No log | 2.2474 | 218 | 0.8725 | 0.4164 | 0.8725 | 0.9341 |
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- | No log | 2.2680 | 220 | 0.8337 | 0.5270 | 0.8337 | 0.9130 |
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- | No log | 2.2887 | 222 | 0.7934 | 0.5508 | 0.7934 | 0.8907 |
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- | No log | 2.3093 | 224 | 0.8160 | 0.5283 | 0.8160 | 0.9033 |
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- | No log | 2.3299 | 226 | 0.7856 | 0.6306 | 0.7856 | 0.8863 |
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- | No log | 2.3505 | 228 | 0.7813 | 0.6324 | 0.7813 | 0.8839 |
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- | No log | 2.3711 | 230 | 0.7731 | 0.6247 | 0.7731 | 0.8793 |
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- | No log | 2.3918 | 232 | 0.7833 | 0.5841 | 0.7833 | 0.8850 |
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- | No log | 2.4124 | 234 | 0.7905 | 0.5916 | 0.7905 | 0.8891 |
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- | No log | 2.4330 | 236 | 0.8560 | 0.5082 | 0.8560 | 0.9252 |
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- | No log | 2.4536 | 238 | 0.9077 | 0.4350 | 0.9077 | 0.9527 |
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- | No log | 2.4742 | 240 | 0.8516 | 0.4681 | 0.8516 | 0.9228 |
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- | No log | 2.4948 | 242 | 0.7981 | 0.5607 | 0.7981 | 0.8934 |
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- | No log | 2.5155 | 244 | 0.7835 | 0.6232 | 0.7835 | 0.8851 |
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- | No log | 2.5361 | 246 | 0.7801 | 0.6038 | 0.7801 | 0.8832 |
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- | No log | 2.5567 | 248 | 0.7933 | 0.6038 | 0.7933 | 0.8907 |
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- | No log | 2.5773 | 250 | 0.7783 | 0.6285 | 0.7783 | 0.8822 |
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- | No log | 2.5979 | 252 | 0.7965 | 0.6702 | 0.7965 | 0.8924 |
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- | No log | 2.6186 | 254 | 0.7773 | 0.6141 | 0.7773 | 0.8816 |
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- | No log | 2.6392 | 256 | 0.8102 | 0.5862 | 0.8102 | 0.9001 |
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- | No log | 2.6598 | 258 | 0.9192 | 0.4672 | 0.9192 | 0.9588 |
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- | No log | 2.6804 | 260 | 0.8444 | 0.5090 | 0.8444 | 0.9189 |
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- | No log | 2.7010 | 262 | 0.8141 | 0.5335 | 0.8141 | 0.9023 |
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- | No log | 2.7216 | 264 | 0.8638 | 0.4408 | 0.8638 | 0.9294 |
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- | No log | 2.7423 | 266 | 0.8491 | 0.4077 | 0.8491 | 0.9215 |
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- | No log | 2.7629 | 268 | 0.8911 | 0.4264 | 0.8911 | 0.9440 |
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- | No log | 2.7835 | 270 | 0.9437 | 0.3584 | 0.9437 | 0.9714 |
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- | No log | 2.8041 | 272 | 0.9064 | 0.4302 | 0.9064 | 0.9521 |
188
- | No log | 2.8247 | 274 | 0.8502 | 0.5012 | 0.8502 | 0.9221 |
189
- | No log | 2.8454 | 276 | 0.8371 | 0.5058 | 0.8371 | 0.9149 |
190
- | No log | 2.8660 | 278 | 0.8436 | 0.5748 | 0.8436 | 0.9185 |
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- | No log | 2.8866 | 280 | 0.8932 | 0.4787 | 0.8932 | 0.9451 |
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- | No log | 2.9072 | 282 | 0.8992 | 0.4998 | 0.8992 | 0.9483 |
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- | No log | 2.9278 | 284 | 0.9558 | 0.4501 | 0.9558 | 0.9776 |
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- | No log | 2.9485 | 286 | 0.9200 | 0.4429 | 0.9200 | 0.9592 |
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- | No log | 2.9691 | 288 | 0.8367 | 0.5898 | 0.8367 | 0.9147 |
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- | No log | 2.9897 | 290 | 0.8366 | 0.4635 | 0.8366 | 0.9147 |
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- | No log | 3.0103 | 292 | 0.8275 | 0.4760 | 0.8275 | 0.9097 |
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- | No log | 3.0309 | 294 | 0.8093 | 0.6204 | 0.8093 | 0.8996 |
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- | No log | 3.0515 | 296 | 0.8376 | 0.5029 | 0.8376 | 0.9152 |
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- | No log | 3.0722 | 298 | 0.8202 | 0.5029 | 0.8202 | 0.9057 |
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- | No log | 3.0928 | 300 | 0.8198 | 0.5270 | 0.8198 | 0.9055 |
202
- | No log | 3.1134 | 302 | 0.7894 | 0.5931 | 0.7894 | 0.8885 |
203
- | No log | 3.1340 | 304 | 0.8243 | 0.5382 | 0.8243 | 0.9079 |
204
- | No log | 3.1546 | 306 | 0.8007 | 0.5565 | 0.8007 | 0.8948 |
205
- | No log | 3.1753 | 308 | 0.8012 | 0.5872 | 0.8012 | 0.8951 |
206
- | No log | 3.1959 | 310 | 0.8462 | 0.5230 | 0.8462 | 0.9199 |
207
- | No log | 3.2165 | 312 | 0.8737 | 0.4743 | 0.8737 | 0.9347 |
208
- | No log | 3.2371 | 314 | 0.8364 | 0.5524 | 0.8364 | 0.9145 |
209
- | No log | 3.2577 | 316 | 0.8184 | 0.5633 | 0.8184 | 0.9047 |
210
- | No log | 3.2784 | 318 | 0.8289 | 0.5816 | 0.8289 | 0.9104 |
211
- | No log | 3.2990 | 320 | 0.8610 | 0.5408 | 0.8610 | 0.9279 |
212
- | No log | 3.3196 | 322 | 0.9553 | 0.4129 | 0.9553 | 0.9774 |
213
- | No log | 3.3402 | 324 | 0.9782 | 0.4552 | 0.9782 | 0.9890 |
214
- | No log | 3.3608 | 326 | 0.9161 | 0.4165 | 0.9161 | 0.9571 |
215
- | No log | 3.3814 | 328 | 0.8615 | 0.5530 | 0.8615 | 0.9281 |
216
- | No log | 3.4021 | 330 | 0.8666 | 0.5315 | 0.8666 | 0.9309 |
217
- | No log | 3.4227 | 332 | 0.8828 | 0.4916 | 0.8828 | 0.9396 |
218
- | No log | 3.4433 | 334 | 0.8801 | 0.5387 | 0.8801 | 0.9381 |
219
- | No log | 3.4639 | 336 | 0.8954 | 0.5312 | 0.8954 | 0.9462 |
220
- | No log | 3.4845 | 338 | 0.8945 | 0.4832 | 0.8945 | 0.9458 |
221
- | No log | 3.5052 | 340 | 0.9071 | 0.4916 | 0.9071 | 0.9524 |
222
- | No log | 3.5258 | 342 | 0.8888 | 0.5329 | 0.8888 | 0.9428 |
223
- | No log | 3.5464 | 344 | 0.9164 | 0.4211 | 0.9164 | 0.9573 |
224
- | No log | 3.5670 | 346 | 0.9291 | 0.4156 | 0.9291 | 0.9639 |
225
- | No log | 3.5876 | 348 | 0.8540 | 0.5726 | 0.8540 | 0.9241 |
226
- | No log | 3.6082 | 350 | 0.8185 | 0.5821 | 0.8185 | 0.9047 |
227
- | No log | 3.6289 | 352 | 0.7937 | 0.6021 | 0.7937 | 0.8909 |
228
- | No log | 3.6495 | 354 | 0.7845 | 0.6021 | 0.7845 | 0.8857 |
229
- | No log | 3.6701 | 356 | 0.7754 | 0.6120 | 0.7754 | 0.8806 |
230
- | No log | 3.6907 | 358 | 0.8100 | 0.5279 | 0.8100 | 0.9000 |
231
- | No log | 3.7113 | 360 | 0.8093 | 0.5636 | 0.8093 | 0.8996 |
232
- | No log | 3.7320 | 362 | 0.7498 | 0.5962 | 0.7498 | 0.8659 |
233
- | No log | 3.7526 | 364 | 0.7417 | 0.5982 | 0.7417 | 0.8612 |
234
- | No log | 3.7732 | 366 | 0.8342 | 0.4027 | 0.8342 | 0.9133 |
235
- | No log | 3.7938 | 368 | 0.8048 | 0.4500 | 0.8048 | 0.8971 |
236
- | No log | 3.8144 | 370 | 0.7750 | 0.5805 | 0.7750 | 0.8803 |
237
- | No log | 3.8351 | 372 | 0.7896 | 0.5450 | 0.7896 | 0.8886 |
238
- | No log | 3.8557 | 374 | 0.7872 | 0.5534 | 0.7872 | 0.8872 |
239
- | No log | 3.8763 | 376 | 0.8048 | 0.5759 | 0.8048 | 0.8971 |
240
- | No log | 3.8969 | 378 | 0.7958 | 0.5634 | 0.7958 | 0.8921 |
241
- | No log | 3.9175 | 380 | 0.7922 | 0.5404 | 0.7922 | 0.8901 |
242
- | No log | 3.9381 | 382 | 0.8232 | 0.5322 | 0.8232 | 0.9073 |
243
- | No log | 3.9588 | 384 | 0.8396 | 0.5181 | 0.8396 | 0.9163 |
244
- | No log | 3.9794 | 386 | 0.8329 | 0.5244 | 0.8329 | 0.9126 |
245
- | No log | 4.0 | 388 | 0.8345 | 0.4942 | 0.8345 | 0.9135 |
246
- | No log | 4.0206 | 390 | 0.8630 | 0.4016 | 0.8630 | 0.9290 |
247
- | No log | 4.0412 | 392 | 0.8612 | 0.4118 | 0.8612 | 0.9280 |
248
- | No log | 4.0619 | 394 | 0.8426 | 0.4923 | 0.8426 | 0.9179 |
249
- | No log | 4.0825 | 396 | 0.8236 | 0.4769 | 0.8236 | 0.9075 |
250
- | No log | 4.1031 | 398 | 0.8339 | 0.4860 | 0.8339 | 0.9132 |
251
- | No log | 4.1237 | 400 | 0.8736 | 0.3942 | 0.8736 | 0.9347 |
252
- | No log | 4.1443 | 402 | 0.8726 | 0.3657 | 0.8726 | 0.9341 |
253
- | No log | 4.1649 | 404 | 0.8159 | 0.5150 | 0.8159 | 0.9033 |
254
- | No log | 4.1856 | 406 | 0.7910 | 0.5831 | 0.7910 | 0.8894 |
255
- | No log | 4.2062 | 408 | 0.7865 | 0.5633 | 0.7865 | 0.8869 |
256
- | No log | 4.2268 | 410 | 0.7875 | 0.5470 | 0.7875 | 0.8874 |
257
- | No log | 4.2474 | 412 | 0.7511 | 0.5821 | 0.7511 | 0.8666 |
258
- | No log | 4.2680 | 414 | 0.7668 | 0.5954 | 0.7668 | 0.8757 |
259
- | No log | 4.2887 | 416 | 0.7710 | 0.5835 | 0.7710 | 0.8781 |
260
- | No log | 4.3093 | 418 | 0.7397 | 0.6046 | 0.7397 | 0.8600 |
261
- | No log | 4.3299 | 420 | 0.7444 | 0.6046 | 0.7444 | 0.8628 |
262
- | No log | 4.3505 | 422 | 0.7606 | 0.5770 | 0.7606 | 0.8721 |
263
- | No log | 4.3711 | 424 | 0.7865 | 0.5426 | 0.7865 | 0.8868 |
264
- | No log | 4.3918 | 426 | 0.7538 | 0.6227 | 0.7538 | 0.8682 |
265
- | No log | 4.4124 | 428 | 0.7444 | 0.6227 | 0.7444 | 0.8628 |
266
- | No log | 4.4330 | 430 | 0.7379 | 0.6227 | 0.7379 | 0.8590 |
267
- | No log | 4.4536 | 432 | 0.7394 | 0.6141 | 0.7394 | 0.8599 |
268
- | No log | 4.4742 | 434 | 0.7335 | 0.6198 | 0.7335 | 0.8564 |
269
- | No log | 4.4948 | 436 | 0.7481 | 0.6074 | 0.7481 | 0.8649 |
270
- | No log | 4.5155 | 438 | 0.8415 | 0.4874 | 0.8415 | 0.9173 |
271
- | No log | 4.5361 | 440 | 0.8388 | 0.4690 | 0.8388 | 0.9159 |
272
- | No log | 4.5567 | 442 | 0.8073 | 0.4851 | 0.8073 | 0.8985 |
273
- | No log | 4.5773 | 444 | 0.7702 | 0.5550 | 0.7702 | 0.8776 |
274
- | No log | 4.5979 | 446 | 0.7537 | 0.5987 | 0.7537 | 0.8682 |
275
- | No log | 4.6186 | 448 | 0.7325 | 0.6212 | 0.7325 | 0.8559 |
276
- | No log | 4.6392 | 450 | 0.7275 | 0.6232 | 0.7275 | 0.8530 |
277
- | No log | 4.6598 | 452 | 0.7533 | 0.6479 | 0.7533 | 0.8679 |
278
- | No log | 4.6804 | 454 | 0.7750 | 0.5625 | 0.7750 | 0.8803 |
279
- | No log | 4.7010 | 456 | 0.7923 | 0.5208 | 0.7923 | 0.8901 |
280
- | No log | 4.7216 | 458 | 0.7065 | 0.5351 | 0.7065 | 0.8405 |
281
- | No log | 4.7423 | 460 | 0.6924 | 0.5940 | 0.6924 | 0.8321 |
282
- | No log | 4.7629 | 462 | 0.7170 | 0.5351 | 0.7170 | 0.8468 |
283
- | No log | 4.7835 | 464 | 0.7874 | 0.5246 | 0.7874 | 0.8873 |
284
- | No log | 4.8041 | 466 | 0.7978 | 0.5585 | 0.7978 | 0.8932 |
285
- | No log | 4.8247 | 468 | 0.8315 | 0.5135 | 0.8315 | 0.9118 |
286
- | No log | 4.8454 | 470 | 0.8000 | 0.5810 | 0.8000 | 0.8944 |
287
- | No log | 4.8660 | 472 | 0.7829 | 0.5866 | 0.7829 | 0.8848 |
288
- | No log | 4.8866 | 474 | 0.7796 | 0.5969 | 0.7796 | 0.8829 |
289
- | No log | 4.9072 | 476 | 0.7886 | 0.6516 | 0.7886 | 0.8881 |
290
- | No log | 4.9278 | 478 | 0.8241 | 0.5805 | 0.8241 | 0.9078 |
291
- | No log | 4.9485 | 480 | 0.8925 | 0.5077 | 0.8925 | 0.9447 |
292
- | No log | 4.9691 | 482 | 0.8649 | 0.4754 | 0.8649 | 0.9300 |
293
- | No log | 4.9897 | 484 | 0.8423 | 0.4726 | 0.8423 | 0.9178 |
294
- | No log | 5.0103 | 486 | 0.8573 | 0.4815 | 0.8573 | 0.9259 |
295
- | No log | 5.0309 | 488 | 0.8311 | 0.4555 | 0.8311 | 0.9117 |
296
- | No log | 5.0515 | 490 | 0.8112 | 0.5380 | 0.8112 | 0.9007 |
297
- | No log | 5.0722 | 492 | 0.9179 | 0.4741 | 0.9179 | 0.9581 |
298
- | No log | 5.0928 | 494 | 0.8894 | 0.5276 | 0.8894 | 0.9431 |
299
- | No log | 5.1134 | 496 | 0.7618 | 0.6225 | 0.7618 | 0.8728 |
300
- | No log | 5.1340 | 498 | 0.7474 | 0.6350 | 0.7474 | 0.8645 |
301
- | 0.4088 | 5.1546 | 500 | 0.7743 | 0.5686 | 0.7743 | 0.8799 |
302
- | 0.4088 | 5.1753 | 502 | 0.7622 | 0.5785 | 0.7622 | 0.8730 |
303
- | 0.4088 | 5.1959 | 504 | 0.7627 | 0.5831 | 0.7627 | 0.8733 |
304
- | 0.4088 | 5.2165 | 506 | 0.7830 | 0.4656 | 0.7830 | 0.8849 |
305
- | 0.4088 | 5.2371 | 508 | 0.7914 | 0.4563 | 0.7914 | 0.8896 |
306
- | 0.4088 | 5.2577 | 510 | 0.7901 | 0.4656 | 0.7901 | 0.8889 |
307
- | 0.4088 | 5.2784 | 512 | 0.7832 | 0.5112 | 0.7832 | 0.8850 |
308
- | 0.4088 | 5.2990 | 514 | 0.7783 | 0.5253 | 0.7783 | 0.8822 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k18_task2_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_run1_AugV5_k18_task2_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: 1.1506
19
+ - Qwk: 0.2380
20
+ - Mse: 1.1506
21
+ - Rmse: 1.0727
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0225 | 2 | 4.7469 | 0.0010 | 4.7469 | 2.1787 |
53
+ | No log | 0.0449 | 4 | 2.7393 | 0.0012 | 2.7393 | 1.6551 |
54
+ | No log | 0.0674 | 6 | 2.2098 | -0.0233 | 2.2098 | 1.4865 |
55
+ | No log | 0.0899 | 8 | 1.6662 | -0.1468 | 1.6662 | 1.2908 |
56
+ | No log | 0.1124 | 10 | 1.6651 | -0.0057 | 1.6651 | 1.2904 |
57
+ | No log | 0.1348 | 12 | 1.4737 | -0.0978 | 1.4737 | 1.2140 |
58
+ | No log | 0.1573 | 14 | 1.3358 | 0.1113 | 1.3358 | 1.1558 |
59
+ | No log | 0.1798 | 16 | 1.5692 | 0.1364 | 1.5692 | 1.2527 |
60
+ | No log | 0.2022 | 18 | 2.7143 | 0.0301 | 2.7143 | 1.6475 |
61
+ | No log | 0.2247 | 20 | 2.2753 | -0.0019 | 2.2753 | 1.5084 |
62
+ | No log | 0.2472 | 22 | 1.3512 | 0.1906 | 1.3512 | 1.1624 |
63
+ | No log | 0.2697 | 24 | 1.2600 | 0.1988 | 1.2600 | 1.1225 |
64
+ | No log | 0.2921 | 26 | 1.6964 | 0.2158 | 1.6964 | 1.3024 |
65
+ | No log | 0.3146 | 28 | 2.4613 | 0.0780 | 2.4613 | 1.5689 |
66
+ | No log | 0.3371 | 30 | 2.3090 | 0.0891 | 2.3090 | 1.5196 |
67
+ | No log | 0.3596 | 32 | 1.7146 | 0.1779 | 1.7146 | 1.3094 |
68
+ | No log | 0.3820 | 34 | 1.4376 | 0.1481 | 1.4376 | 1.1990 |
69
+ | No log | 0.4045 | 36 | 1.2924 | 0.2100 | 1.2924 | 1.1369 |
70
+ | No log | 0.4270 | 38 | 1.2790 | 0.1958 | 1.2790 | 1.1309 |
71
+ | No log | 0.4494 | 40 | 1.1724 | 0.2180 | 1.1724 | 1.0828 |
72
+ | No log | 0.4719 | 42 | 1.1485 | 0.2126 | 1.1485 | 1.0717 |
73
+ | No log | 0.4944 | 44 | 1.1763 | 0.1841 | 1.1763 | 1.0846 |
74
+ | No log | 0.5169 | 46 | 1.1730 | 0.1990 | 1.1730 | 1.0831 |
75
+ | No log | 0.5393 | 48 | 1.3414 | 0.1608 | 1.3414 | 1.1582 |
76
+ | No log | 0.5618 | 50 | 1.4384 | 0.1605 | 1.4384 | 1.1993 |
77
+ | No log | 0.5843 | 52 | 1.2934 | 0.1481 | 1.2934 | 1.1373 |
78
+ | No log | 0.6067 | 54 | 1.3389 | 0.1481 | 1.3389 | 1.1571 |
79
+ | No log | 0.6292 | 56 | 1.5982 | 0.2630 | 1.5982 | 1.2642 |
80
+ | No log | 0.6517 | 58 | 1.8525 | 0.1520 | 1.8525 | 1.3611 |
81
+ | No log | 0.6742 | 60 | 1.6163 | 0.2562 | 1.6163 | 1.2713 |
82
+ | No log | 0.6966 | 62 | 1.4097 | 0.2201 | 1.4097 | 1.1873 |
83
+ | No log | 0.7191 | 64 | 1.4092 | 0.2201 | 1.4092 | 1.1871 |
84
+ | No log | 0.7416 | 66 | 1.6960 | 0.2312 | 1.6960 | 1.3023 |
85
+ | No log | 0.7640 | 68 | 1.7459 | 0.2312 | 1.7459 | 1.3213 |
86
+ | No log | 0.7865 | 70 | 1.8021 | 0.1360 | 1.8021 | 1.3424 |
87
+ | No log | 0.8090 | 72 | 1.4918 | 0.1823 | 1.4918 | 1.2214 |
88
+ | No log | 0.8315 | 74 | 1.2038 | 0.1865 | 1.2038 | 1.0972 |
89
+ | No log | 0.8539 | 76 | 1.1014 | 0.2537 | 1.1014 | 1.0495 |
90
+ | No log | 0.8764 | 78 | 1.1978 | 0.1966 | 1.1978 | 1.0944 |
91
+ | No log | 0.8989 | 80 | 1.5905 | 0.2540 | 1.5905 | 1.2612 |
92
+ | No log | 0.9213 | 82 | 1.7200 | 0.2016 | 1.7200 | 1.3115 |
93
+ | No log | 0.9438 | 84 | 1.4933 | 0.2453 | 1.4933 | 1.2220 |
94
+ | No log | 0.9663 | 86 | 1.2718 | 0.3730 | 1.2718 | 1.1277 |
95
+ | No log | 0.9888 | 88 | 1.3318 | 0.3673 | 1.3318 | 1.1540 |
96
+ | No log | 1.0112 | 90 | 1.5228 | 0.2756 | 1.5228 | 1.2340 |
97
+ | No log | 1.0337 | 92 | 1.5854 | 0.3013 | 1.5854 | 1.2591 |
98
+ | No log | 1.0562 | 94 | 1.3297 | 0.2942 | 1.3297 | 1.1531 |
99
+ | No log | 1.0787 | 96 | 1.1495 | 0.3841 | 1.1495 | 1.0721 |
100
+ | No log | 1.1011 | 98 | 1.0991 | 0.3897 | 1.0991 | 1.0484 |
101
+ | No log | 1.1236 | 100 | 1.0874 | 0.3646 | 1.0874 | 1.0428 |
102
+ | No log | 1.1461 | 102 | 1.2880 | 0.3227 | 1.2880 | 1.1349 |
103
+ | No log | 1.1685 | 104 | 1.5808 | 0.2896 | 1.5808 | 1.2573 |
104
+ | No log | 1.1910 | 106 | 1.6576 | 0.2439 | 1.6576 | 1.2875 |
105
+ | No log | 1.2135 | 108 | 1.3929 | 0.2715 | 1.3929 | 1.1802 |
106
+ | No log | 1.2360 | 110 | 1.2413 | 0.3762 | 1.2413 | 1.1141 |
107
+ | No log | 1.2584 | 112 | 1.1960 | 0.3387 | 1.1960 | 1.0936 |
108
+ | No log | 1.2809 | 114 | 1.2972 | 0.3982 | 1.2972 | 1.1390 |
109
+ | No log | 1.3034 | 116 | 1.3301 | 0.3023 | 1.3301 | 1.1533 |
110
+ | No log | 1.3258 | 118 | 1.1324 | 0.4090 | 1.1324 | 1.0642 |
111
+ | No log | 1.3483 | 120 | 1.1039 | 0.3846 | 1.1039 | 1.0507 |
112
+ | No log | 1.3708 | 122 | 1.1410 | 0.4210 | 1.1410 | 1.0682 |
113
+ | No log | 1.3933 | 124 | 1.0900 | 0.3527 | 1.0900 | 1.0440 |
114
+ | No log | 1.4157 | 126 | 1.0810 | 0.3527 | 1.0810 | 1.0397 |
115
+ | No log | 1.4382 | 128 | 1.1746 | 0.4555 | 1.1746 | 1.0838 |
116
+ | No log | 1.4607 | 130 | 1.3795 | 0.2889 | 1.3795 | 1.1745 |
117
+ | No log | 1.4831 | 132 | 1.3105 | 0.3061 | 1.3105 | 1.1448 |
118
+ | No log | 1.5056 | 134 | 1.0919 | 0.4466 | 1.0919 | 1.0450 |
119
+ | No log | 1.5281 | 136 | 1.1367 | 0.4440 | 1.1367 | 1.0662 |
120
+ | No log | 1.5506 | 138 | 1.1016 | 0.4491 | 1.1016 | 1.0496 |
121
+ | No log | 1.5730 | 140 | 1.0803 | 0.4461 | 1.0803 | 1.0394 |
122
+ | No log | 1.5955 | 142 | 1.1012 | 0.4191 | 1.1012 | 1.0494 |
123
+ | No log | 1.6180 | 144 | 1.2713 | 0.3141 | 1.2713 | 1.1275 |
124
+ | No log | 1.6404 | 146 | 1.2327 | 0.2716 | 1.2327 | 1.1103 |
125
+ | No log | 1.6629 | 148 | 1.0693 | 0.4043 | 1.0693 | 1.0341 |
126
+ | No log | 1.6854 | 150 | 1.0719 | 0.3680 | 1.0719 | 1.0353 |
127
+ | No log | 1.7079 | 152 | 1.0842 | 0.3371 | 1.0842 | 1.0413 |
128
+ | No log | 1.7303 | 154 | 1.3422 | 0.2906 | 1.3422 | 1.1585 |
129
+ | No log | 1.7528 | 156 | 1.5401 | 0.3273 | 1.5401 | 1.2410 |
130
+ | No log | 1.7753 | 158 | 1.4104 | 0.3361 | 1.4104 | 1.1876 |
131
+ | No log | 1.7978 | 160 | 1.1145 | 0.4040 | 1.1145 | 1.0557 |
132
+ | No log | 1.8202 | 162 | 1.0943 | 0.3946 | 1.0943 | 1.0461 |
133
+ | No log | 1.8427 | 164 | 1.1757 | 0.3949 | 1.1757 | 1.0843 |
134
+ | No log | 1.8652 | 166 | 1.5173 | 0.2836 | 1.5173 | 1.2318 |
135
+ | No log | 1.8876 | 168 | 1.5032 | 0.2836 | 1.5032 | 1.2261 |
136
+ | No log | 1.9101 | 170 | 1.2099 | 0.3198 | 1.2099 | 1.1000 |
137
+ | No log | 1.9326 | 172 | 1.1079 | 0.3320 | 1.1079 | 1.0525 |
138
+ | No log | 1.9551 | 174 | 1.1177 | 0.2315 | 1.1177 | 1.0572 |
139
+ | No log | 1.9775 | 176 | 1.3235 | 0.3064 | 1.3235 | 1.1504 |
140
+ | No log | 2.0 | 178 | 1.5276 | 0.2680 | 1.5276 | 1.2360 |
141
+ | No log | 2.0225 | 180 | 1.4166 | 0.3494 | 1.4166 | 1.1902 |
142
+ | No log | 2.0449 | 182 | 1.2033 | 0.3348 | 1.2033 | 1.0970 |
143
+ | No log | 2.0674 | 184 | 1.0472 | 0.3231 | 1.0472 | 1.0233 |
144
+ | No log | 2.0899 | 186 | 1.0293 | 0.2906 | 1.0293 | 1.0145 |
145
+ | No log | 2.1124 | 188 | 1.0890 | 0.3922 | 1.0890 | 1.0436 |
146
+ | No log | 2.1348 | 190 | 1.3156 | 0.3872 | 1.3156 | 1.1470 |
147
+ | No log | 2.1573 | 192 | 1.3566 | 0.3872 | 1.3566 | 1.1647 |
148
+ | No log | 2.1798 | 194 | 1.2093 | 0.3715 | 1.2093 | 1.0997 |
149
+ | No log | 2.2022 | 196 | 1.0931 | 0.3391 | 1.0931 | 1.0455 |
150
+ | No log | 2.2247 | 198 | 1.1175 | 0.2504 | 1.1175 | 1.0571 |
151
+ | No log | 2.2472 | 200 | 1.2131 | 0.2597 | 1.2131 | 1.1014 |
152
+ | No log | 2.2697 | 202 | 1.4142 | 0.2163 | 1.4142 | 1.1892 |
153
+ | No log | 2.2921 | 204 | 1.6993 | 0.1899 | 1.6993 | 1.3036 |
154
+ | No log | 2.3146 | 206 | 1.6399 | 0.2083 | 1.6399 | 1.2806 |
155
+ | No log | 2.3371 | 208 | 1.3343 | 0.1568 | 1.3343 | 1.1551 |
156
+ | No log | 2.3596 | 210 | 1.1211 | 0.2417 | 1.1211 | 1.0588 |
157
+ | No log | 2.3820 | 212 | 1.0534 | 0.2108 | 1.0534 | 1.0264 |
158
+ | No log | 2.4045 | 214 | 1.0320 | 0.2424 | 1.0320 | 1.0159 |
159
+ | No log | 2.4270 | 216 | 1.0820 | 0.3031 | 1.0820 | 1.0402 |
160
+ | No log | 2.4494 | 218 | 1.3119 | 0.3772 | 1.3119 | 1.1454 |
161
+ | No log | 2.4719 | 220 | 1.2946 | 0.3458 | 1.2946 | 1.1378 |
162
+ | No log | 2.4944 | 222 | 1.1482 | 0.3028 | 1.1482 | 1.0715 |
163
+ | No log | 2.5169 | 224 | 1.0070 | 0.3218 | 1.0070 | 1.0035 |
164
+ | No log | 2.5393 | 226 | 0.9847 | 0.5165 | 0.9847 | 0.9923 |
165
+ | No log | 2.5618 | 228 | 0.9935 | 0.4435 | 0.9935 | 0.9968 |
166
+ | No log | 2.5843 | 230 | 1.0838 | 0.3249 | 1.0838 | 1.0411 |
167
+ | No log | 2.6067 | 232 | 1.3787 | 0.2807 | 1.3787 | 1.1742 |
168
+ | No log | 2.6292 | 234 | 1.3946 | 0.2877 | 1.3946 | 1.1809 |
169
+ | No log | 2.6517 | 236 | 1.1463 | 0.3363 | 1.1463 | 1.0707 |
170
+ | No log | 2.6742 | 238 | 1.0494 | 0.4374 | 1.0494 | 1.0244 |
171
+ | No log | 2.6966 | 240 | 1.0946 | 0.3177 | 1.0946 | 1.0462 |
172
+ | No log | 2.7191 | 242 | 1.1034 | 0.2453 | 1.1034 | 1.0505 |
173
+ | No log | 2.7416 | 244 | 1.0987 | 0.2633 | 1.0987 | 1.0482 |
174
+ | No log | 2.7640 | 246 | 1.2382 | 0.2984 | 1.2382 | 1.1127 |
175
+ | No log | 2.7865 | 248 | 1.4408 | 0.2718 | 1.4408 | 1.2004 |
176
+ | No log | 2.8090 | 250 | 1.4558 | 0.2317 | 1.4558 | 1.2066 |
177
+ | No log | 2.8315 | 252 | 1.2904 | 0.2832 | 1.2904 | 1.1360 |
178
+ | No log | 2.8539 | 254 | 1.2573 | 0.2685 | 1.2573 | 1.1213 |
179
+ | No log | 2.8764 | 256 | 1.2893 | 0.2087 | 1.2893 | 1.1355 |
180
+ | No log | 2.8989 | 258 | 1.3403 | 0.2181 | 1.3403 | 1.1577 |
181
+ | No log | 2.9213 | 260 | 1.2624 | 0.2171 | 1.2624 | 1.1236 |
182
+ | No log | 2.9438 | 262 | 1.3045 | 0.2171 | 1.3045 | 1.1421 |
183
+ | No log | 2.9663 | 264 | 1.4442 | 0.2444 | 1.4442 | 1.2017 |
184
+ | No log | 2.9888 | 266 | 1.5044 | 0.2564 | 1.5044 | 1.2265 |
185
+ | No log | 3.0112 | 268 | 1.5915 | 0.2346 | 1.5915 | 1.2615 |
186
+ | No log | 3.0337 | 270 | 1.5539 | 0.2635 | 1.5539 | 1.2465 |
187
+ | No log | 3.0562 | 272 | 1.3098 | 0.2814 | 1.3098 | 1.1445 |
188
+ | No log | 3.0787 | 274 | 1.1825 | 0.1433 | 1.1825 | 1.0874 |
189
+ | No log | 3.1011 | 276 | 1.1694 | 0.2541 | 1.1694 | 1.0814 |
190
+ | No log | 3.1236 | 278 | 1.1581 | 0.1536 | 1.1581 | 1.0761 |
191
+ | No log | 3.1461 | 280 | 1.1681 | 0.2110 | 1.1681 | 1.0808 |
192
+ | No log | 3.1685 | 282 | 1.2128 | 0.2268 | 1.2128 | 1.1013 |
193
+ | No log | 3.1910 | 284 | 1.2890 | 0.3179 | 1.2890 | 1.1353 |
194
+ | No log | 3.2135 | 286 | 1.4577 | 0.2744 | 1.4577 | 1.2074 |
195
+ | No log | 3.2360 | 288 | 1.4847 | 0.2730 | 1.4847 | 1.2185 |
196
+ | No log | 3.2584 | 290 | 1.4231 | 0.2481 | 1.4231 | 1.1929 |
197
+ | No log | 3.2809 | 292 | 1.2980 | 0.2451 | 1.2980 | 1.1393 |
198
+ | No log | 3.3034 | 294 | 1.1715 | 0.2851 | 1.1715 | 1.0824 |
199
+ | No log | 3.3258 | 296 | 1.1109 | 0.2539 | 1.1109 | 1.0540 |
200
+ | No log | 3.3483 | 298 | 1.1202 | 0.2650 | 1.1202 | 1.0584 |
201
+ | No log | 3.3708 | 300 | 1.1364 | 0.2650 | 1.1364 | 1.0660 |
202
+ | No log | 3.3933 | 302 | 1.1977 | 0.2208 | 1.1977 | 1.0944 |
203
+ | No log | 3.4157 | 304 | 1.2705 | 0.2219 | 1.2705 | 1.1272 |
204
+ | No log | 3.4382 | 306 | 1.2884 | 0.2219 | 1.2884 | 1.1351 |
205
+ | No log | 3.4607 | 308 | 1.3131 | 0.2230 | 1.3131 | 1.1459 |
206
+ | No log | 3.4831 | 310 | 1.2862 | 0.2091 | 1.2862 | 1.1341 |
207
+ | No log | 3.5056 | 312 | 1.1971 | 0.2654 | 1.1971 | 1.0941 |
208
+ | No log | 3.5281 | 314 | 1.1166 | 0.2389 | 1.1166 | 1.0567 |
209
+ | No log | 3.5506 | 316 | 1.0964 | 0.3715 | 1.0964 | 1.0471 |
210
+ | No log | 3.5730 | 318 | 1.1048 | 0.4239 | 1.1048 | 1.0511 |
211
+ | No log | 3.5955 | 320 | 1.0742 | 0.4440 | 1.0742 | 1.0364 |
212
+ | No log | 3.6180 | 322 | 1.0682 | 0.4377 | 1.0682 | 1.0336 |
213
+ | No log | 3.6404 | 324 | 1.0670 | 0.4014 | 1.0670 | 1.0330 |
214
+ | No log | 3.6629 | 326 | 1.0331 | 0.4502 | 1.0331 | 1.0164 |
215
+ | No log | 3.6854 | 328 | 1.0087 | 0.4560 | 1.0087 | 1.0044 |
216
+ | No log | 3.7079 | 330 | 1.0018 | 0.3796 | 1.0018 | 1.0009 |
217
+ | No log | 3.7303 | 332 | 0.9916 | 0.3796 | 0.9916 | 0.9958 |
218
+ | No log | 3.7528 | 334 | 0.9901 | 0.4007 | 0.9901 | 0.9950 |
219
+ | No log | 3.7753 | 336 | 1.0142 | 0.3595 | 1.0142 | 1.0071 |
220
+ | No log | 3.7978 | 338 | 1.0586 | 0.3918 | 1.0586 | 1.0289 |
221
+ | No log | 3.8202 | 340 | 1.0485 | 0.3612 | 1.0485 | 1.0239 |
222
+ | No log | 3.8427 | 342 | 0.9676 | 0.3956 | 0.9676 | 0.9836 |
223
+ | No log | 3.8652 | 344 | 0.9838 | 0.3473 | 0.9838 | 0.9918 |
224
+ | No log | 3.8876 | 346 | 1.0224 | 0.3680 | 1.0224 | 1.0112 |
225
+ | No log | 3.9101 | 348 | 0.9780 | 0.4162 | 0.9780 | 0.9890 |
226
+ | No log | 3.9326 | 350 | 0.9645 | 0.3972 | 0.9645 | 0.9821 |
227
+ | No log | 3.9551 | 352 | 0.9646 | 0.3590 | 0.9646 | 0.9822 |
228
+ | No log | 3.9775 | 354 | 0.9752 | 0.2945 | 0.9752 | 0.9875 |
229
+ | No log | 4.0 | 356 | 0.9750 | 0.2813 | 0.9750 | 0.9874 |
230
+ | No log | 4.0225 | 358 | 0.9817 | 0.3639 | 0.9817 | 0.9908 |
231
+ | No log | 4.0449 | 360 | 0.9833 | 0.3631 | 0.9833 | 0.9916 |
232
+ | No log | 4.0674 | 362 | 0.9661 | 0.3463 | 0.9661 | 0.9829 |
233
+ | No log | 4.0899 | 364 | 1.0059 | 0.3480 | 1.0059 | 1.0029 |
234
+ | No log | 4.1124 | 366 | 1.0411 | 0.3180 | 1.0411 | 1.0204 |
235
+ | No log | 4.1348 | 368 | 1.1090 | 0.3888 | 1.1090 | 1.0531 |
236
+ | No log | 4.1573 | 370 | 1.0237 | 0.3238 | 1.0237 | 1.0118 |
237
+ | No log | 4.1798 | 372 | 0.9778 | 0.3480 | 0.9778 | 0.9888 |
238
+ | No log | 4.2022 | 374 | 0.9640 | 0.3782 | 0.9640 | 0.9818 |
239
+ | No log | 4.2247 | 376 | 0.9493 | 0.3441 | 0.9493 | 0.9743 |
240
+ | No log | 4.2472 | 378 | 0.9415 | 0.3441 | 0.9415 | 0.9703 |
241
+ | No log | 4.2697 | 380 | 0.9251 | 0.3514 | 0.9251 | 0.9618 |
242
+ | No log | 4.2921 | 382 | 0.9154 | 0.3842 | 0.9154 | 0.9568 |
243
+ | No log | 4.3146 | 384 | 0.8887 | 0.3607 | 0.8887 | 0.9427 |
244
+ | No log | 4.3371 | 386 | 0.9022 | 0.3865 | 0.9022 | 0.9498 |
245
+ | No log | 4.3596 | 388 | 0.9259 | 0.3865 | 0.9259 | 0.9622 |
246
+ | No log | 4.3820 | 390 | 0.9246 | 0.3668 | 0.9246 | 0.9615 |
247
+ | No log | 4.4045 | 392 | 0.9666 | 0.3486 | 0.9666 | 0.9831 |
248
+ | No log | 4.4270 | 394 | 0.9761 | 0.3080 | 0.9761 | 0.9880 |
249
+ | No log | 4.4494 | 396 | 1.0198 | 0.3747 | 1.0198 | 1.0098 |
250
+ | No log | 4.4719 | 398 | 1.0624 | 0.3691 | 1.0624 | 1.0307 |
251
+ | No log | 4.4944 | 400 | 1.0726 | 0.3606 | 1.0726 | 1.0357 |
252
+ | No log | 4.5169 | 402 | 1.0720 | 0.3547 | 1.0720 | 1.0354 |
253
+ | No log | 4.5393 | 404 | 1.0959 | 0.3323 | 1.0959 | 1.0469 |
254
+ | No log | 4.5618 | 406 | 1.0575 | 0.3237 | 1.0575 | 1.0283 |
255
+ | No log | 4.5843 | 408 | 1.0129 | 0.3373 | 1.0129 | 1.0064 |
256
+ | No log | 4.6067 | 410 | 1.0151 | 0.3039 | 1.0151 | 1.0075 |
257
+ | No log | 4.6292 | 412 | 1.0334 | 0.2843 | 1.0334 | 1.0166 |
258
+ | No log | 4.6517 | 414 | 1.1241 | 0.2654 | 1.1241 | 1.0602 |
259
+ | No log | 4.6742 | 416 | 1.2680 | 0.2371 | 1.2680 | 1.1261 |
260
+ | No log | 4.6966 | 418 | 1.3517 | 0.2072 | 1.3517 | 1.1626 |
261
+ | No log | 4.7191 | 420 | 1.2949 | 0.2191 | 1.2949 | 1.1379 |
262
+ | No log | 4.7416 | 422 | 1.1552 | 0.2577 | 1.1552 | 1.0748 |
263
+ | No log | 4.7640 | 424 | 1.1106 | 0.2896 | 1.1106 | 1.0538 |
264
+ | No log | 4.7865 | 426 | 1.1618 | 0.3137 | 1.1618 | 1.0779 |
265
+ | No log | 4.8090 | 428 | 1.3145 | 0.3620 | 1.3145 | 1.1465 |
266
+ | No log | 4.8315 | 430 | 1.3101 | 0.3620 | 1.3101 | 1.1446 |
267
+ | No log | 4.8539 | 432 | 1.1426 | 0.3444 | 1.1426 | 1.0689 |
268
+ | No log | 4.8764 | 434 | 1.0268 | 0.2757 | 1.0268 | 1.0133 |
269
+ | No log | 4.8989 | 436 | 1.0128 | 0.3017 | 1.0128 | 1.0064 |
270
+ | No log | 4.9213 | 438 | 0.9939 | 0.2968 | 0.9939 | 0.9970 |
271
+ | No log | 4.9438 | 440 | 0.9928 | 0.2665 | 0.9928 | 0.9964 |
272
+ | No log | 4.9663 | 442 | 1.0155 | 0.2521 | 1.0155 | 1.0077 |
273
+ | No log | 4.9888 | 444 | 1.0574 | 0.2864 | 1.0574 | 1.0283 |
274
+ | No log | 5.0112 | 446 | 1.0609 | 0.2864 | 1.0609 | 1.0300 |
275
+ | No log | 5.0337 | 448 | 1.0405 | 0.2815 | 1.0405 | 1.0200 |
276
+ | No log | 5.0562 | 450 | 1.0640 | 0.2864 | 1.0640 | 1.0315 |
277
+ | No log | 5.0787 | 452 | 1.1252 | 0.3124 | 1.1252 | 1.0607 |
278
+ | No log | 5.1011 | 454 | 1.1048 | 0.3843 | 1.1048 | 1.0511 |
279
+ | No log | 5.1236 | 456 | 1.0880 | 0.3595 | 1.0880 | 1.0431 |
280
+ | No log | 5.1461 | 458 | 1.1542 | 0.3424 | 1.1542 | 1.0744 |
281
+ | No log | 5.1685 | 460 | 1.1814 | 0.3462 | 1.1814 | 1.0869 |
282
+ | No log | 5.1910 | 462 | 1.0931 | 0.3458 | 1.0931 | 1.0455 |
283
+ | No log | 5.2135 | 464 | 1.0389 | 0.3705 | 1.0389 | 1.0193 |
284
+ | No log | 5.2360 | 466 | 0.9923 | 0.3355 | 0.9923 | 0.9961 |
285
+ | No log | 5.2584 | 468 | 0.9722 | 0.3301 | 0.9722 | 0.9860 |
286
+ | No log | 5.2809 | 470 | 0.9699 | 0.2871 | 0.9699 | 0.9848 |
287
+ | No log | 5.3034 | 472 | 0.9631 | 0.3205 | 0.9631 | 0.9814 |
288
+ | No log | 5.3258 | 474 | 0.9877 | 0.3321 | 0.9877 | 0.9938 |
289
+ | No log | 5.3483 | 476 | 0.9786 | 0.2667 | 0.9786 | 0.9892 |
290
+ | No log | 5.3708 | 478 | 0.9905 | 0.2730 | 0.9905 | 0.9952 |
291
+ | No log | 5.3933 | 480 | 0.9685 | 0.2697 | 0.9685 | 0.9841 |
292
+ | No log | 5.4157 | 482 | 0.9764 | 0.3237 | 0.9764 | 0.9881 |
293
+ | No log | 5.4382 | 484 | 0.9923 | 0.3168 | 0.9923 | 0.9961 |
294
+ | No log | 5.4607 | 486 | 1.0155 | 0.2319 | 1.0155 | 1.0077 |
295
+ | No log | 5.4831 | 488 | 1.0595 | 0.2180 | 1.0595 | 1.0293 |
296
+ | No log | 5.5056 | 490 | 1.0772 | 0.2560 | 1.0772 | 1.0379 |
297
+ | No log | 5.5281 | 492 | 1.0552 | 0.1980 | 1.0552 | 1.0272 |
298
+ | No log | 5.5506 | 494 | 1.0594 | 0.1980 | 1.0594 | 1.0293 |
299
+ | No log | 5.5730 | 496 | 1.0993 | 0.2397 | 1.0993 | 1.0485 |
300
+ | No log | 5.5955 | 498 | 1.0891 | 0.2397 | 1.0891 | 1.0436 |
301
+ | 0.3207 | 5.6180 | 500 | 1.1165 | 0.2779 | 1.1165 | 1.0567 |
302
+ | 0.3207 | 5.6404 | 502 | 1.0888 | 0.2311 | 1.0888 | 1.0434 |
303
+ | 0.3207 | 5.6629 | 504 | 1.0287 | 0.2158 | 1.0287 | 1.0142 |
304
+ | 0.3207 | 5.6854 | 506 | 1.0185 | 0.3311 | 1.0185 | 1.0092 |
305
+ | 0.3207 | 5.7079 | 508 | 0.9948 | 0.3062 | 0.9948 | 0.9974 |
306
+ | 0.3207 | 5.7303 | 510 | 1.0158 | 0.2871 | 1.0158 | 1.0079 |
307
+ | 0.3207 | 5.7528 | 512 | 1.0890 | 0.3415 | 1.0890 | 1.0435 |
308
+ | 0.3207 | 5.7753 | 514 | 1.0821 | 0.3173 | 1.0821 | 1.0403 |
309
+ | 0.3207 | 5.7978 | 516 | 1.0207 | 0.2665 | 1.0207 | 1.0103 |
310
+ | 0.3207 | 5.8202 | 518 | 1.0070 | 0.3356 | 1.0070 | 1.0035 |
311
+ | 0.3207 | 5.8427 | 520 | 1.0084 | 0.3263 | 1.0084 | 1.0042 |
312
+ | 0.3207 | 5.8652 | 522 | 1.0092 | 0.2579 | 1.0092 | 1.0046 |
313
+ | 0.3207 | 5.8876 | 524 | 1.0339 | 0.3012 | 1.0339 | 1.0168 |
314
+ | 0.3207 | 5.9101 | 526 | 1.0991 | 0.3675 | 1.0991 | 1.0484 |
315
+ | 0.3207 | 5.9326 | 528 | 1.0979 | 0.3993 | 1.0979 | 1.0478 |
316
+ | 0.3207 | 5.9551 | 530 | 1.0722 | 0.3707 | 1.0722 | 1.0355 |
317
+ | 0.3207 | 5.9775 | 532 | 1.0661 | 0.3096 | 1.0661 | 1.0325 |
318
+ | 0.3207 | 6.0 | 534 | 1.0967 | 0.4211 | 1.0967 | 1.0472 |
319
+ | 0.3207 | 6.0225 | 536 | 1.1941 | 0.3095 | 1.1941 | 1.0927 |
320
+ | 0.3207 | 6.0449 | 538 | 1.2642 | 0.3005 | 1.2642 | 1.1244 |
321
+ | 0.3207 | 6.0674 | 540 | 1.3354 | 0.2286 | 1.3354 | 1.1556 |
322
+ | 0.3207 | 6.0899 | 542 | 1.2118 | 0.2807 | 1.2118 | 1.1008 |
323
+ | 0.3207 | 6.1124 | 544 | 1.0551 | 0.3287 | 1.0551 | 1.0272 |
324
+ | 0.3207 | 6.1348 | 546 | 0.9685 | 0.3336 | 0.9685 | 0.9841 |
325
+ | 0.3207 | 6.1573 | 548 | 0.9615 | 0.3387 | 0.9615 | 0.9806 |
326
+ | 0.3207 | 6.1798 | 550 | 0.9546 | 0.3661 | 0.9546 | 0.9770 |
327
+ | 0.3207 | 6.2022 | 552 | 0.9981 | 0.3709 | 0.9981 | 0.9990 |
328
+ | 0.3207 | 6.2247 | 554 | 1.0878 | 0.2797 | 1.0878 | 1.0430 |
329
+ | 0.3207 | 6.2472 | 556 | 1.0633 | 0.3409 | 1.0633 | 1.0312 |
330
+ | 0.3207 | 6.2697 | 558 | 1.0506 | 0.3466 | 1.0506 | 1.0250 |
331
+ | 0.3207 | 6.2921 | 560 | 1.0827 | 0.3117 | 1.0827 | 1.0405 |
332
+ | 0.3207 | 6.3146 | 562 | 1.0662 | 0.3373 | 1.0662 | 1.0326 |
333
+ | 0.3207 | 6.3371 | 564 | 0.9759 | 0.3130 | 0.9759 | 0.9879 |
334
+ | 0.3207 | 6.3596 | 566 | 0.9692 | 0.3459 | 0.9692 | 0.9845 |
335
+ | 0.3207 | 6.3820 | 568 | 0.9840 | 0.3459 | 0.9840 | 0.9920 |
336
+ | 0.3207 | 6.4045 | 570 | 0.9952 | 0.3148 | 0.9952 | 0.9976 |
337
+ | 0.3207 | 6.4270 | 572 | 1.0502 | 0.3010 | 1.0502 | 1.0248 |
338
+ | 0.3207 | 6.4494 | 574 | 1.1474 | 0.2657 | 1.1474 | 1.0712 |
339
+ | 0.3207 | 6.4719 | 576 | 1.2000 | 0.3231 | 1.2000 | 1.0955 |
340
+ | 0.3207 | 6.4944 | 578 | 1.1507 | 0.2657 | 1.1507 | 1.0727 |
341
+ | 0.3207 | 6.5169 | 580 | 1.1450 | 0.2577 | 1.1450 | 1.0700 |
342
+ | 0.3207 | 6.5393 | 582 | 1.1670 | 0.2959 | 1.1670 | 1.0803 |
343
+ | 0.3207 | 6.5618 | 584 | 1.1569 | 0.2864 | 1.1569 | 1.0756 |
344
+ | 0.3207 | 6.5843 | 586 | 1.1240 | 0.2672 | 1.1240 | 1.0602 |
345
+ | 0.3207 | 6.6067 | 588 | 1.0482 | 0.3728 | 1.0482 | 1.0238 |
346
+ | 0.3207 | 6.6292 | 590 | 1.0283 | 0.3421 | 1.0283 | 1.0140 |
347
+ | 0.3207 | 6.6517 | 592 | 1.0444 | 0.2682 | 1.0444 | 1.0220 |
348
+ | 0.3207 | 6.6742 | 594 | 1.0565 | 0.2843 | 1.0565 | 1.0279 |
349
+ | 0.3207 | 6.6966 | 596 | 1.0663 | 0.2210 | 1.0663 | 1.0326 |
350
+ | 0.3207 | 6.7191 | 598 | 1.1336 | 0.2328 | 1.1336 | 1.0647 |
351
+ | 0.3207 | 6.7416 | 600 | 1.1823 | 0.2672 | 1.1823 | 1.0873 |
352
+ | 0.3207 | 6.7640 | 602 | 1.2293 | 0.3102 | 1.2293 | 1.1087 |
353
+ | 0.3207 | 6.7865 | 604 | 1.1827 | 0.2816 | 1.1827 | 1.0875 |
354
+ | 0.3207 | 6.8090 | 606 | 1.1999 | 0.2816 | 1.1999 | 1.0954 |
355
+ | 0.3207 | 6.8315 | 608 | 1.1107 | 0.2816 | 1.1107 | 1.0539 |
356
+ | 0.3207 | 6.8539 | 610 | 1.0092 | 0.2892 | 1.0092 | 1.0046 |
357
+ | 0.3207 | 6.8764 | 612 | 0.9840 | 0.3237 | 0.9840 | 0.9920 |
358
+ | 0.3207 | 6.8989 | 614 | 1.0133 | 0.2963 | 1.0133 | 1.0066 |
359
+ | 0.3207 | 6.9213 | 616 | 1.0697 | 0.3183 | 1.0697 | 1.0342 |
360
+ | 0.3207 | 6.9438 | 618 | 1.0705 | 0.3183 | 1.0705 | 1.0347 |
361
+ | 0.3207 | 6.9663 | 620 | 1.0404 | 0.2684 | 1.0404 | 1.0200 |
362
+ | 0.3207 | 6.9888 | 622 | 1.0192 | 0.2988 | 1.0192 | 1.0095 |
363
+ | 0.3207 | 7.0112 | 624 | 0.9952 | 0.3014 | 0.9952 | 0.9976 |
364
+ | 0.3207 | 7.0337 | 626 | 1.0074 | 0.3133 | 1.0074 | 1.0037 |
365
+ | 0.3207 | 7.0562 | 628 | 1.0572 | 0.3128 | 1.0572 | 1.0282 |
366
+ | 0.3207 | 7.0787 | 630 | 1.2109 | 0.2705 | 1.2109 | 1.1004 |
367
+ | 0.3207 | 7.1011 | 632 | 1.2775 | 0.2961 | 1.2775 | 1.1303 |
368
+ | 0.3207 | 7.1236 | 634 | 1.1693 | 0.2941 | 1.1693 | 1.0814 |
369
+ | 0.3207 | 7.1461 | 636 | 1.0099 | 0.3433 | 1.0099 | 1.0049 |
370
+ | 0.3207 | 7.1685 | 638 | 0.9544 | 0.4125 | 0.9544 | 0.9769 |
371
+ | 0.3207 | 7.1910 | 640 | 0.9411 | 0.4306 | 0.9411 | 0.9701 |
372
+ | 0.3207 | 7.2135 | 642 | 0.9059 | 0.4381 | 0.9059 | 0.9518 |
373
+ | 0.3207 | 7.2360 | 644 | 0.9290 | 0.3709 | 0.9290 | 0.9639 |
374
+ | 0.3207 | 7.2584 | 646 | 0.9849 | 0.3330 | 0.9849 | 0.9924 |
375
+ | 0.3207 | 7.2809 | 648 | 0.9485 | 0.3321 | 0.9485 | 0.9739 |
376
+ | 0.3207 | 7.3034 | 650 | 0.8963 | 0.3956 | 0.8963 | 0.9467 |
377
+ | 0.3207 | 7.3258 | 652 | 0.9374 | 0.3771 | 0.9374 | 0.9682 |
378
+ | 0.3207 | 7.3483 | 654 | 0.9769 | 0.4648 | 0.9769 | 0.9884 |
379
+ | 0.3207 | 7.3708 | 656 | 0.9373 | 0.4048 | 0.9373 | 0.9681 |
380
+ | 0.3207 | 7.3933 | 658 | 0.9175 | 0.3571 | 0.9175 | 0.9579 |
381
+ | 0.3207 | 7.4157 | 660 | 0.9477 | 0.3956 | 0.9477 | 0.9735 |
382
+ | 0.3207 | 7.4382 | 662 | 0.9517 | 0.3571 | 0.9517 | 0.9756 |
383
+ | 0.3207 | 7.4607 | 664 | 0.9537 | 0.3382 | 0.9537 | 0.9766 |
384
+ | 0.3207 | 7.4831 | 666 | 0.9615 | 0.3337 | 0.9615 | 0.9806 |
385
+ | 0.3207 | 7.5056 | 668 | 0.9614 | 0.3190 | 0.9614 | 0.9805 |
386
+ | 0.3207 | 7.5281 | 670 | 0.9518 | 0.3237 | 0.9518 | 0.9756 |
387
+ | 0.3207 | 7.5506 | 672 | 0.9514 | 0.3382 | 0.9514 | 0.9754 |
388
+ | 0.3207 | 7.5730 | 674 | 0.9573 | 0.3427 | 0.9573 | 0.9784 |
389
+ | 0.3207 | 7.5955 | 676 | 0.9622 | 0.2942 | 0.9622 | 0.9809 |
390
+ | 0.3207 | 7.6180 | 678 | 0.9595 | 0.3237 | 0.9595 | 0.9796 |
391
+ | 0.3207 | 7.6404 | 680 | 0.9625 | 0.3086 | 0.9625 | 0.9811 |
392
+ | 0.3207 | 7.6629 | 682 | 1.0028 | 0.3149 | 1.0028 | 1.0014 |
393
+ | 0.3207 | 7.6854 | 684 | 1.0126 | 0.2777 | 1.0126 | 1.0063 |
394
+ | 0.3207 | 7.7079 | 686 | 0.9889 | 0.2682 | 0.9889 | 0.9944 |
395
+ | 0.3207 | 7.7303 | 688 | 0.9855 | 0.3039 | 0.9855 | 0.9927 |
396
+ | 0.3207 | 7.7528 | 690 | 0.9974 | 0.3137 | 0.9974 | 0.9987 |
397
+ | 0.3207 | 7.7753 | 692 | 1.0191 | 0.3014 | 1.0191 | 1.0095 |
398
+ | 0.3207 | 7.7978 | 694 | 1.0724 | 0.2844 | 1.0724 | 1.0356 |
399
+ | 0.3207 | 7.8202 | 696 | 1.1281 | 0.2467 | 1.1281 | 1.0621 |
400
+ | 0.3207 | 7.8427 | 698 | 1.0998 | 0.2605 | 1.0998 | 1.0487 |
401
+ | 0.3207 | 7.8652 | 700 | 1.0897 | 0.2461 | 1.0897 | 1.0439 |
402
+ | 0.3207 | 7.8876 | 702 | 1.0948 | 0.2605 | 1.0948 | 1.0463 |
403
+ | 0.3207 | 7.9101 | 704 | 1.1506 | 0.2380 | 1.1506 | 1.0727 |
404
 
405
 
406
  ### Framework versions
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