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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task2_organization

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  1. README.md +265 -266
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_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: 0.7779
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- - Qwk: 0.5662
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- - Mse: 0.7779
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- - Rmse: 0.8820
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  ## Model description
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@@ -47,266 +47,265 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0714 | 2 | 4.2877 | 0.0086 | 4.2877 | 2.0707 |
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- | No log | 0.1429 | 4 | 2.4524 | 0.1019 | 2.4524 | 1.5660 |
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- | No log | 0.2143 | 6 | 1.6755 | 0.0372 | 1.6755 | 1.2944 |
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- | No log | 0.2857 | 8 | 1.3250 | 0.0366 | 1.3250 | 1.1511 |
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- | No log | 0.3571 | 10 | 1.2108 | 0.0831 | 1.2108 | 1.1004 |
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- | No log | 0.4286 | 12 | 1.4608 | 0.0019 | 1.4608 | 1.2086 |
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- | No log | 0.5 | 14 | 1.5551 | 0.0169 | 1.5551 | 1.2471 |
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- | No log | 0.5714 | 16 | 1.6078 | 0.0538 | 1.6078 | 1.2680 |
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- | No log | 0.6429 | 18 | 1.7755 | 0.1357 | 1.7755 | 1.3325 |
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- | No log | 0.7143 | 20 | 1.8912 | 0.1763 | 1.8912 | 1.3752 |
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- | No log | 0.7857 | 22 | 1.5735 | 0.1605 | 1.5735 | 1.2544 |
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- | No log | 0.8571 | 24 | 1.0962 | 0.2054 | 1.0962 | 1.0470 |
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- | No log | 0.9286 | 26 | 1.0348 | 0.3394 | 1.0348 | 1.0172 |
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- | No log | 1.0 | 28 | 1.0935 | 0.2914 | 1.0935 | 1.0457 |
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- | No log | 1.0714 | 30 | 1.0075 | 0.3648 | 1.0075 | 1.0037 |
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- | No log | 1.1429 | 32 | 1.3103 | 0.1838 | 1.3103 | 1.1447 |
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- | No log | 1.2143 | 34 | 1.6394 | 0.1333 | 1.6394 | 1.2804 |
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- | No log | 1.2857 | 36 | 1.6653 | 0.1656 | 1.6653 | 1.2905 |
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- | No log | 1.3571 | 38 | 1.3694 | 0.0994 | 1.3694 | 1.1702 |
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- | No log | 1.4286 | 40 | 1.0720 | 0.2329 | 1.0720 | 1.0354 |
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- | No log | 1.5 | 42 | 1.0013 | 0.3996 | 1.0013 | 1.0007 |
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- | No log | 1.5714 | 44 | 0.9790 | 0.3855 | 0.9790 | 0.9895 |
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- | No log | 1.6429 | 46 | 1.0427 | 0.2417 | 1.0427 | 1.0211 |
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- | No log | 1.7143 | 48 | 1.2231 | 0.1801 | 1.2231 | 1.1060 |
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- | No log | 1.7857 | 50 | 1.3212 | 0.1166 | 1.3212 | 1.1494 |
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- | No log | 1.8571 | 52 | 1.2546 | 0.1659 | 1.2546 | 1.1201 |
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- | No log | 1.9286 | 54 | 1.0085 | 0.2597 | 1.0085 | 1.0042 |
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- | No log | 2.0 | 56 | 0.8524 | 0.5226 | 0.8524 | 0.9233 |
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- | No log | 2.0714 | 58 | 0.8136 | 0.5663 | 0.8136 | 0.9020 |
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- | No log | 2.1429 | 60 | 0.8317 | 0.5025 | 0.8317 | 0.9120 |
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- | No log | 2.2143 | 62 | 0.8077 | 0.5370 | 0.8077 | 0.8987 |
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- | No log | 2.2857 | 64 | 0.8877 | 0.4976 | 0.8877 | 0.9422 |
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- | No log | 2.3571 | 66 | 1.3362 | 0.4096 | 1.3362 | 1.1559 |
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- | No log | 2.4286 | 68 | 1.9675 | 0.2522 | 1.9675 | 1.4027 |
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- | No log | 2.5 | 70 | 1.7372 | 0.3116 | 1.7372 | 1.3180 |
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- | No log | 2.5714 | 72 | 1.0624 | 0.4856 | 1.0624 | 1.0307 |
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- | No log | 2.6429 | 74 | 0.7346 | 0.5204 | 0.7346 | 0.8571 |
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- | No log | 2.7143 | 76 | 0.7906 | 0.4754 | 0.7906 | 0.8891 |
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- | No log | 2.7857 | 78 | 0.7552 | 0.5505 | 0.7552 | 0.8690 |
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- | No log | 2.8571 | 80 | 0.7685 | 0.5195 | 0.7685 | 0.8766 |
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- | No log | 2.9286 | 82 | 0.9069 | 0.3989 | 0.9069 | 0.9523 |
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- | No log | 3.0 | 84 | 1.0289 | 0.3355 | 1.0289 | 1.0143 |
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- | No log | 3.0714 | 86 | 0.9194 | 0.3980 | 0.9194 | 0.9589 |
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- | No log | 3.1429 | 88 | 0.8570 | 0.4944 | 0.8570 | 0.9257 |
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- | No log | 3.2143 | 90 | 0.7422 | 0.5766 | 0.7422 | 0.8615 |
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- | No log | 3.2857 | 92 | 0.8793 | 0.5208 | 0.8793 | 0.9377 |
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- | No log | 3.3571 | 94 | 0.8435 | 0.5241 | 0.8435 | 0.9184 |
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- | No log | 3.4286 | 96 | 0.7591 | 0.5125 | 0.7591 | 0.8713 |
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- | No log | 3.5 | 98 | 0.8829 | 0.5332 | 0.8829 | 0.9396 |
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- | No log | 3.5714 | 100 | 0.8812 | 0.5524 | 0.8812 | 0.9387 |
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- | No log | 3.6429 | 102 | 0.7782 | 0.5902 | 0.7782 | 0.8821 |
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- | No log | 3.7143 | 104 | 0.7230 | 0.4218 | 0.7230 | 0.8503 |
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- | No log | 3.7857 | 106 | 0.7306 | 0.4984 | 0.7305 | 0.8547 |
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- | No log | 3.8571 | 108 | 0.7122 | 0.5976 | 0.7122 | 0.8439 |
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- | No log | 3.9286 | 110 | 0.9909 | 0.4989 | 0.9909 | 0.9955 |
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- | No log | 4.0 | 112 | 1.1152 | 0.4743 | 1.1152 | 1.0560 |
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- | No log | 4.0714 | 114 | 0.9915 | 0.4048 | 0.9915 | 0.9957 |
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- | No log | 4.1429 | 116 | 0.7821 | 0.5561 | 0.7821 | 0.8844 |
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- | No log | 4.2143 | 118 | 0.8570 | 0.4874 | 0.8570 | 0.9257 |
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- | No log | 4.2857 | 120 | 1.0876 | 0.4707 | 1.0876 | 1.0429 |
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- | No log | 4.3571 | 122 | 1.0099 | 0.4806 | 1.0099 | 1.0049 |
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- | No log | 4.4286 | 124 | 0.7750 | 0.5756 | 0.7750 | 0.8804 |
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- | No log | 4.5 | 126 | 0.7854 | 0.4912 | 0.7854 | 0.8862 |
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- | No log | 4.5714 | 128 | 0.8685 | 0.4604 | 0.8685 | 0.9320 |
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- | No log | 4.6429 | 130 | 0.8288 | 0.4957 | 0.8288 | 0.9104 |
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- | No log | 4.7143 | 132 | 0.7497 | 0.5325 | 0.7497 | 0.8659 |
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- | No log | 4.7857 | 134 | 0.7218 | 0.5508 | 0.7218 | 0.8496 |
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- | No log | 4.8571 | 136 | 0.7368 | 0.5528 | 0.7368 | 0.8584 |
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- | No log | 4.9286 | 138 | 0.7239 | 0.5245 | 0.7239 | 0.8508 |
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- | No log | 5.0 | 140 | 0.7611 | 0.5247 | 0.7611 | 0.8724 |
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- | No log | 5.0714 | 142 | 0.7586 | 0.5551 | 0.7586 | 0.8710 |
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- | No log | 5.1429 | 144 | 0.7413 | 0.4686 | 0.7413 | 0.8610 |
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- | No log | 5.2143 | 146 | 0.7952 | 0.4980 | 0.7952 | 0.8918 |
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- | No log | 5.2857 | 148 | 0.7842 | 0.5043 | 0.7842 | 0.8855 |
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- | No log | 5.3571 | 150 | 0.7955 | 0.5043 | 0.7955 | 0.8919 |
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- | No log | 5.4286 | 152 | 0.8362 | 0.4920 | 0.8362 | 0.9145 |
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- | No log | 5.5 | 154 | 0.8320 | 0.4620 | 0.8320 | 0.9121 |
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- | No log | 5.5714 | 156 | 0.8505 | 0.4540 | 0.8505 | 0.9222 |
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- | No log | 5.6429 | 158 | 0.8736 | 0.4540 | 0.8736 | 0.9347 |
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- | No log | 5.7143 | 160 | 0.8612 | 0.4540 | 0.8612 | 0.9280 |
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- | No log | 5.7857 | 162 | 0.8729 | 0.4295 | 0.8729 | 0.9343 |
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- | No log | 5.8571 | 164 | 0.9634 | 0.3667 | 0.9634 | 0.9815 |
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- | No log | 5.9286 | 166 | 0.9336 | 0.4221 | 0.9336 | 0.9662 |
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- | No log | 6.0 | 168 | 0.8894 | 0.4484 | 0.8894 | 0.9431 |
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- | No log | 6.0714 | 170 | 0.7789 | 0.4180 | 0.7789 | 0.8826 |
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- | No log | 6.1429 | 172 | 0.8114 | 0.5139 | 0.8114 | 0.9008 |
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- | No log | 6.2143 | 174 | 0.8539 | 0.5270 | 0.8539 | 0.9241 |
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- | No log | 6.2857 | 176 | 0.8003 | 0.5107 | 0.8003 | 0.8946 |
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- | No log | 6.3571 | 178 | 0.7787 | 0.4180 | 0.7787 | 0.8825 |
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- | No log | 6.4286 | 180 | 0.7978 | 0.4343 | 0.7978 | 0.8932 |
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- | No log | 6.5 | 182 | 0.7738 | 0.4356 | 0.7738 | 0.8797 |
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- | No log | 6.5714 | 184 | 0.7613 | 0.5816 | 0.7613 | 0.8725 |
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- | No log | 6.6429 | 186 | 0.7640 | 0.5932 | 0.7640 | 0.8741 |
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- | No log | 6.7143 | 188 | 0.7595 | 0.5797 | 0.7595 | 0.8715 |
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- | No log | 6.7857 | 190 | 0.7517 | 0.5418 | 0.7517 | 0.8670 |
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- | No log | 6.8571 | 192 | 0.7474 | 0.5486 | 0.7474 | 0.8645 |
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- | No log | 6.9286 | 194 | 0.7509 | 0.5291 | 0.7509 | 0.8665 |
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- | No log | 7.0 | 196 | 0.7575 | 0.4316 | 0.7575 | 0.8704 |
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- | No log | 7.0714 | 198 | 0.7595 | 0.4828 | 0.7595 | 0.8715 |
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- | No log | 7.1429 | 200 | 0.8373 | 0.4710 | 0.8373 | 0.9150 |
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- | No log | 7.2143 | 202 | 0.8298 | 0.4957 | 0.8298 | 0.9109 |
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- | No log | 7.2857 | 204 | 0.7293 | 0.5057 | 0.7293 | 0.8540 |
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- | No log | 7.3571 | 206 | 0.7087 | 0.5335 | 0.7087 | 0.8418 |
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- | No log | 7.4286 | 208 | 0.8305 | 0.5178 | 0.8305 | 0.9113 |
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- | No log | 7.5 | 210 | 0.8826 | 0.5389 | 0.8826 | 0.9395 |
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- | No log | 7.5714 | 212 | 0.7323 | 0.4297 | 0.7323 | 0.8558 |
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- | No log | 7.6429 | 214 | 0.7469 | 0.5184 | 0.7469 | 0.8642 |
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- | No log | 7.7143 | 216 | 0.7344 | 0.5308 | 0.7344 | 0.8570 |
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- | No log | 7.7857 | 218 | 0.7565 | 0.5296 | 0.7565 | 0.8698 |
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- | No log | 7.8571 | 220 | 0.8153 | 0.4975 | 0.8153 | 0.9029 |
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- | No log | 7.9286 | 222 | 0.8499 | 0.4990 | 0.8499 | 0.9219 |
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- | No log | 8.0 | 224 | 0.8468 | 0.4976 | 0.8468 | 0.9202 |
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- | No log | 8.0714 | 226 | 0.7842 | 0.5919 | 0.7842 | 0.8855 |
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- | No log | 8.1429 | 228 | 0.7838 | 0.5587 | 0.7838 | 0.8853 |
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- | No log | 8.2143 | 230 | 0.9116 | 0.4946 | 0.9116 | 0.9548 |
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- | No log | 8.2857 | 232 | 0.8558 | 0.5313 | 0.8558 | 0.9251 |
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- | No log | 8.3571 | 234 | 0.7685 | 0.5352 | 0.7685 | 0.8767 |
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- | No log | 8.4286 | 236 | 0.7764 | 0.4820 | 0.7764 | 0.8812 |
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- | No log | 8.5 | 238 | 0.8495 | 0.5255 | 0.8495 | 0.9217 |
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- | No log | 8.5714 | 240 | 0.8740 | 0.5135 | 0.8740 | 0.9349 |
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- | No log | 8.6429 | 242 | 0.8267 | 0.5374 | 0.8267 | 0.9092 |
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- | No log | 8.7143 | 244 | 0.7344 | 0.4853 | 0.7344 | 0.8570 |
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- | No log | 8.7857 | 246 | 0.7297 | 0.4676 | 0.7297 | 0.8542 |
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- | No log | 8.8571 | 248 | 0.7402 | 0.4715 | 0.7402 | 0.8603 |
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- | No log | 8.9286 | 250 | 0.7721 | 0.4780 | 0.7721 | 0.8787 |
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- | No log | 9.0 | 252 | 0.8479 | 0.4775 | 0.8479 | 0.9208 |
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- | No log | 9.0714 | 254 | 0.8393 | 0.4983 | 0.8393 | 0.9161 |
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- | No log | 9.1429 | 256 | 0.7795 | 0.5165 | 0.7795 | 0.8829 |
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- | No log | 9.2143 | 258 | 0.7541 | 0.4964 | 0.7541 | 0.8684 |
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- | No log | 9.2857 | 260 | 0.7610 | 0.4658 | 0.7610 | 0.8724 |
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- | No log | 9.3571 | 262 | 0.7780 | 0.5963 | 0.7780 | 0.8821 |
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- | No log | 9.4286 | 264 | 0.8265 | 0.5756 | 0.8265 | 0.9091 |
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- | No log | 9.5 | 266 | 0.8481 | 0.5451 | 0.8481 | 0.9209 |
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- | No log | 9.5714 | 268 | 0.8443 | 0.5562 | 0.8443 | 0.9189 |
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- | No log | 9.6429 | 270 | 0.8020 | 0.5779 | 0.8020 | 0.8955 |
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- | No log | 9.7143 | 272 | 0.7764 | 0.5024 | 0.7764 | 0.8811 |
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- | No log | 9.7857 | 274 | 0.8066 | 0.5882 | 0.8066 | 0.8981 |
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- | No log | 9.8571 | 276 | 0.8007 | 0.5022 | 0.8007 | 0.8948 |
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- | No log | 9.9286 | 278 | 0.7975 | 0.5026 | 0.7975 | 0.8931 |
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- | No log | 10.0 | 280 | 0.8322 | 0.5847 | 0.8322 | 0.9123 |
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- | No log | 10.0714 | 282 | 0.7831 | 0.4560 | 0.7831 | 0.8849 |
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- | No log | 10.1429 | 284 | 0.8586 | 0.4383 | 0.8586 | 0.9266 |
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- | No log | 10.2143 | 286 | 0.9541 | 0.4484 | 0.9541 | 0.9768 |
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- | No log | 10.2857 | 288 | 0.8825 | 0.4096 | 0.8825 | 0.9394 |
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- | No log | 10.3571 | 290 | 0.7748 | 0.4671 | 0.7748 | 0.8802 |
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- | No log | 10.4286 | 292 | 0.7653 | 0.4705 | 0.7653 | 0.8748 |
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- | No log | 10.5 | 294 | 0.7627 | 0.4874 | 0.7627 | 0.8733 |
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- | No log | 10.5714 | 296 | 0.8113 | 0.4893 | 0.8113 | 0.9007 |
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- | No log | 10.6429 | 298 | 0.8529 | 0.5192 | 0.8529 | 0.9235 |
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- | No log | 10.7143 | 300 | 0.7982 | 0.5007 | 0.7982 | 0.8934 |
202
- | No log | 10.7857 | 302 | 0.7492 | 0.5741 | 0.7492 | 0.8656 |
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- | No log | 10.8571 | 304 | 0.8060 | 0.5844 | 0.8060 | 0.8978 |
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- | No log | 10.9286 | 306 | 0.7983 | 0.6388 | 0.7983 | 0.8935 |
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- | No log | 11.0 | 308 | 0.7898 | 0.6299 | 0.7898 | 0.8887 |
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- | No log | 11.0714 | 310 | 0.7219 | 0.6053 | 0.7219 | 0.8496 |
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- | No log | 11.1429 | 312 | 0.7586 | 0.6189 | 0.7586 | 0.8710 |
208
- | No log | 11.2143 | 314 | 0.8205 | 0.5425 | 0.8205 | 0.9058 |
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- | No log | 11.2857 | 316 | 0.8268 | 0.5212 | 0.8268 | 0.9093 |
210
- | No log | 11.3571 | 318 | 0.7397 | 0.4841 | 0.7397 | 0.8601 |
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- | No log | 11.4286 | 320 | 0.7457 | 0.4801 | 0.7457 | 0.8635 |
212
- | No log | 11.5 | 322 | 0.8067 | 0.5283 | 0.8067 | 0.8982 |
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- | No log | 11.5714 | 324 | 0.8153 | 0.5283 | 0.8153 | 0.9030 |
214
- | No log | 11.6429 | 326 | 0.7636 | 0.5428 | 0.7636 | 0.8739 |
215
- | No log | 11.7143 | 328 | 0.7538 | 0.5660 | 0.7538 | 0.8682 |
216
- | No log | 11.7857 | 330 | 0.7232 | 0.6232 | 0.7232 | 0.8504 |
217
- | No log | 11.8571 | 332 | 0.7251 | 0.6635 | 0.7251 | 0.8515 |
218
- | No log | 11.9286 | 334 | 0.7408 | 0.6232 | 0.7408 | 0.8607 |
219
- | No log | 12.0 | 336 | 0.7732 | 0.5746 | 0.7732 | 0.8793 |
220
- | No log | 12.0714 | 338 | 0.8589 | 0.5455 | 0.8589 | 0.9268 |
221
- | No log | 12.1429 | 340 | 0.8410 | 0.5414 | 0.8410 | 0.9170 |
222
- | No log | 12.2143 | 342 | 0.7712 | 0.5974 | 0.7712 | 0.8782 |
223
- | No log | 12.2857 | 344 | 0.7504 | 0.6176 | 0.7504 | 0.8663 |
224
- | No log | 12.3571 | 346 | 0.7565 | 0.5659 | 0.7565 | 0.8698 |
225
- | No log | 12.4286 | 348 | 0.7616 | 0.5659 | 0.7616 | 0.8727 |
226
- | No log | 12.5 | 350 | 0.7463 | 0.5137 | 0.7463 | 0.8639 |
227
- | No log | 12.5714 | 352 | 0.8184 | 0.5359 | 0.8184 | 0.9047 |
228
- | No log | 12.6429 | 354 | 0.9540 | 0.5547 | 0.9540 | 0.9767 |
229
- | No log | 12.7143 | 356 | 0.9160 | 0.5753 | 0.9160 | 0.9571 |
230
- | No log | 12.7857 | 358 | 0.8358 | 0.5359 | 0.8358 | 0.9142 |
231
- | No log | 12.8571 | 360 | 0.7640 | 0.5481 | 0.7640 | 0.8741 |
232
- | No log | 12.9286 | 362 | 0.7534 | 0.5540 | 0.7534 | 0.8680 |
233
- | No log | 13.0 | 364 | 0.7687 | 0.5686 | 0.7687 | 0.8767 |
234
- | No log | 13.0714 | 366 | 0.7527 | 0.6198 | 0.7527 | 0.8676 |
235
- | No log | 13.1429 | 368 | 0.8278 | 0.5541 | 0.8278 | 0.9098 |
236
- | No log | 13.2143 | 370 | 0.8987 | 0.5716 | 0.8987 | 0.9480 |
237
- | No log | 13.2857 | 372 | 0.8308 | 0.5541 | 0.8308 | 0.9115 |
238
- | No log | 13.3571 | 374 | 0.7555 | 0.5713 | 0.7555 | 0.8692 |
239
- | No log | 13.4286 | 376 | 0.7373 | 0.5107 | 0.7373 | 0.8587 |
240
- | No log | 13.5 | 378 | 0.7351 | 0.5849 | 0.7351 | 0.8574 |
241
- | No log | 13.5714 | 380 | 0.7391 | 0.4705 | 0.7391 | 0.8597 |
242
- | No log | 13.6429 | 382 | 0.7587 | 0.4705 | 0.7587 | 0.8710 |
243
- | No log | 13.7143 | 384 | 0.8075 | 0.5311 | 0.8075 | 0.8986 |
244
- | No log | 13.7857 | 386 | 0.8022 | 0.5451 | 0.8022 | 0.8956 |
245
- | No log | 13.8571 | 388 | 0.7528 | 0.5833 | 0.7528 | 0.8676 |
246
- | No log | 13.9286 | 390 | 0.7069 | 0.5791 | 0.7069 | 0.8408 |
247
- | No log | 14.0 | 392 | 0.7979 | 0.6160 | 0.7979 | 0.8932 |
248
- | No log | 14.0714 | 394 | 0.8573 | 0.5323 | 0.8573 | 0.9259 |
249
- | No log | 14.1429 | 396 | 0.7671 | 0.6160 | 0.7671 | 0.8758 |
250
- | No log | 14.2143 | 398 | 0.6911 | 0.6677 | 0.6911 | 0.8313 |
251
- | No log | 14.2857 | 400 | 0.6883 | 0.6176 | 0.6883 | 0.8296 |
252
- | No log | 14.3571 | 402 | 0.6971 | 0.5463 | 0.6971 | 0.8349 |
253
- | No log | 14.4286 | 404 | 0.7406 | 0.5618 | 0.7406 | 0.8606 |
254
- | No log | 14.5 | 406 | 0.7564 | 0.5515 | 0.7564 | 0.8697 |
255
- | No log | 14.5714 | 408 | 0.7541 | 0.5515 | 0.7541 | 0.8684 |
256
- | No log | 14.6429 | 410 | 0.7348 | 0.4671 | 0.7348 | 0.8572 |
257
- | No log | 14.7143 | 412 | 0.8128 | 0.5264 | 0.8128 | 0.9016 |
258
- | No log | 14.7857 | 414 | 0.8627 | 0.5379 | 0.8627 | 0.9288 |
259
- | No log | 14.8571 | 416 | 0.7987 | 0.5921 | 0.7987 | 0.8937 |
260
- | No log | 14.9286 | 418 | 0.7152 | 0.6142 | 0.7152 | 0.8457 |
261
- | No log | 15.0 | 420 | 0.7046 | 0.5821 | 0.7046 | 0.8394 |
262
- | No log | 15.0714 | 422 | 0.7074 | 0.5821 | 0.7074 | 0.8411 |
263
- | No log | 15.1429 | 424 | 0.7092 | 0.5648 | 0.7092 | 0.8422 |
264
- | No log | 15.2143 | 426 | 0.7660 | 0.5595 | 0.7660 | 0.8752 |
265
- | No log | 15.2857 | 428 | 0.8126 | 0.5874 | 0.8126 | 0.9015 |
266
- | No log | 15.3571 | 430 | 0.7968 | 0.5690 | 0.7968 | 0.8926 |
267
- | No log | 15.4286 | 432 | 0.7488 | 0.4681 | 0.7488 | 0.8653 |
268
- | No log | 15.5 | 434 | 0.7611 | 0.5340 | 0.7611 | 0.8724 |
269
- | No log | 15.5714 | 436 | 0.7994 | 0.4676 | 0.7994 | 0.8941 |
270
- | No log | 15.6429 | 438 | 0.8037 | 0.4943 | 0.8037 | 0.8965 |
271
- | No log | 15.7143 | 440 | 0.7315 | 0.5393 | 0.7315 | 0.8553 |
272
- | No log | 15.7857 | 442 | 0.6975 | 0.5922 | 0.6975 | 0.8352 |
273
- | No log | 15.8571 | 444 | 0.7506 | 0.5810 | 0.7506 | 0.8663 |
274
- | No log | 15.9286 | 446 | 0.7627 | 0.5610 | 0.7627 | 0.8733 |
275
- | No log | 16.0 | 448 | 0.7358 | 0.5501 | 0.7358 | 0.8578 |
276
- | No log | 16.0714 | 450 | 0.7259 | 0.4834 | 0.7259 | 0.8520 |
277
- | No log | 16.1429 | 452 | 0.8079 | 0.4676 | 0.8079 | 0.8988 |
278
- | No log | 16.2143 | 454 | 0.8527 | 0.4955 | 0.8527 | 0.9234 |
279
- | No log | 16.2857 | 456 | 0.8180 | 0.4641 | 0.8180 | 0.9044 |
280
- | No log | 16.3571 | 458 | 0.7743 | 0.4652 | 0.7743 | 0.8800 |
281
- | No log | 16.4286 | 460 | 0.7815 | 0.5203 | 0.7815 | 0.8840 |
282
- | No log | 16.5 | 462 | 0.8407 | 0.5852 | 0.8407 | 0.9169 |
283
- | No log | 16.5714 | 464 | 0.8776 | 0.5326 | 0.8776 | 0.9368 |
284
- | No log | 16.6429 | 466 | 0.8358 | 0.5730 | 0.8358 | 0.9142 |
285
- | No log | 16.7143 | 468 | 0.7675 | 0.4413 | 0.7675 | 0.8761 |
286
- | No log | 16.7857 | 470 | 0.7284 | 0.4738 | 0.7284 | 0.8534 |
287
- | No log | 16.8571 | 472 | 0.7160 | 0.5089 | 0.7160 | 0.8462 |
288
- | No log | 16.9286 | 474 | 0.6987 | 0.5777 | 0.6987 | 0.8359 |
289
- | No log | 17.0 | 476 | 0.7124 | 0.6283 | 0.7124 | 0.8440 |
290
- | No log | 17.0714 | 478 | 0.7186 | 0.6088 | 0.7186 | 0.8477 |
291
- | No log | 17.1429 | 480 | 0.7155 | 0.6088 | 0.7155 | 0.8459 |
292
- | No log | 17.2143 | 482 | 0.7180 | 0.6441 | 0.7180 | 0.8474 |
293
- | No log | 17.2857 | 484 | 0.7579 | 0.6593 | 0.7579 | 0.8706 |
294
- | No log | 17.3571 | 486 | 0.7809 | 0.6490 | 0.7809 | 0.8837 |
295
- | No log | 17.4286 | 488 | 0.7635 | 0.6490 | 0.7635 | 0.8738 |
296
- | No log | 17.5 | 490 | 0.7611 | 0.6490 | 0.7611 | 0.8724 |
297
- | No log | 17.5714 | 492 | 0.7868 | 0.6315 | 0.7868 | 0.8870 |
298
- | No log | 17.6429 | 494 | 0.7623 | 0.6315 | 0.7623 | 0.8731 |
299
- | No log | 17.7143 | 496 | 0.6933 | 0.5777 | 0.6933 | 0.8326 |
300
- | No log | 17.7857 | 498 | 0.6798 | 0.5633 | 0.6798 | 0.8245 |
301
- | 0.34 | 17.8571 | 500 | 0.6889 | 0.5777 | 0.6889 | 0.8300 |
302
- | 0.34 | 17.9286 | 502 | 0.6707 | 0.5816 | 0.6707 | 0.8190 |
303
- | 0.34 | 18.0 | 504 | 0.6929 | 0.6189 | 0.6929 | 0.8324 |
304
- | 0.34 | 18.0714 | 506 | 0.7344 | 0.6371 | 0.7344 | 0.8570 |
305
- | 0.34 | 18.1429 | 508 | 0.7250 | 0.5688 | 0.7250 | 0.8515 |
306
- | 0.34 | 18.2143 | 510 | 0.7107 | 0.5703 | 0.7107 | 0.8430 |
307
- | 0.34 | 18.2857 | 512 | 0.7193 | 0.5076 | 0.7193 | 0.8481 |
308
- | 0.34 | 18.3571 | 514 | 0.7327 | 0.5107 | 0.7327 | 0.8560 |
309
- | 0.34 | 18.4286 | 516 | 0.7779 | 0.5662 | 0.7779 | 0.8820 |
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_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: 1.1654
19
+ - Qwk: 0.2180
20
+ - Mse: 1.1654
21
+ - Rmse: 1.0795
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 4.7406 | 0.0010 | 4.7406 | 2.1773 |
53
+ | No log | 0.1818 | 4 | 2.8840 | -0.0189 | 2.8840 | 1.6982 |
54
+ | No log | 0.2727 | 6 | 2.0258 | -0.0370 | 2.0258 | 1.4233 |
55
+ | No log | 0.3636 | 8 | 1.9272 | -0.0291 | 1.9272 | 1.3882 |
56
+ | No log | 0.4545 | 10 | 2.0507 | -0.0158 | 2.0507 | 1.4320 |
57
+ | No log | 0.5455 | 12 | 1.6895 | 0.0610 | 1.6895 | 1.2998 |
58
+ | No log | 0.6364 | 14 | 1.5757 | 0.1226 | 1.5757 | 1.2553 |
59
+ | No log | 0.7273 | 16 | 1.6962 | 0.0227 | 1.6962 | 1.3024 |
60
+ | No log | 0.8182 | 18 | 1.8279 | 0.0414 | 1.8279 | 1.3520 |
61
+ | No log | 0.9091 | 20 | 1.7090 | 0.0227 | 1.7090 | 1.3073 |
62
+ | No log | 1.0 | 22 | 1.2913 | 0.1165 | 1.2913 | 1.1364 |
63
+ | No log | 1.0909 | 24 | 1.3575 | 0.0339 | 1.3575 | 1.1651 |
64
+ | No log | 1.1818 | 26 | 1.7152 | 0.0 | 1.7152 | 1.3097 |
65
+ | No log | 1.2727 | 28 | 1.6861 | 0.0414 | 1.6861 | 1.2985 |
66
+ | No log | 1.3636 | 30 | 1.3506 | 0.1371 | 1.3506 | 1.1622 |
67
+ | No log | 1.4545 | 32 | 1.2288 | 0.1470 | 1.2288 | 1.1085 |
68
+ | No log | 1.5455 | 34 | 1.4274 | 0.2481 | 1.4274 | 1.1947 |
69
+ | No log | 1.6364 | 36 | 1.7882 | 0.1835 | 1.7882 | 1.3372 |
70
+ | No log | 1.7273 | 38 | 1.5084 | 0.1774 | 1.5084 | 1.2282 |
71
+ | No log | 1.8182 | 40 | 1.3401 | 0.1725 | 1.3401 | 1.1576 |
72
+ | No log | 1.9091 | 42 | 1.1259 | 0.3354 | 1.1259 | 1.0611 |
73
+ | No log | 2.0 | 44 | 1.1498 | 0.2210 | 1.1498 | 1.0723 |
74
+ | No log | 2.0909 | 46 | 1.4412 | 0.1427 | 1.4412 | 1.2005 |
75
+ | No log | 2.1818 | 48 | 1.4219 | 0.1690 | 1.4219 | 1.1924 |
76
+ | No log | 2.2727 | 50 | 1.3220 | 0.2141 | 1.3220 | 1.1498 |
77
+ | No log | 2.3636 | 52 | 1.2522 | 0.2570 | 1.2522 | 1.1190 |
78
+ | No log | 2.4545 | 54 | 1.3061 | 0.2923 | 1.3061 | 1.1428 |
79
+ | No log | 2.5455 | 56 | 1.6194 | 0.2537 | 1.6194 | 1.2726 |
80
+ | No log | 2.6364 | 58 | 1.5573 | 0.2583 | 1.5573 | 1.2479 |
81
+ | No log | 2.7273 | 60 | 1.4824 | 0.1984 | 1.4824 | 1.2175 |
82
+ | No log | 2.8182 | 62 | 1.2790 | 0.1912 | 1.2790 | 1.1309 |
83
+ | No log | 2.9091 | 64 | 1.2147 | 0.1912 | 1.2147 | 1.1021 |
84
+ | No log | 3.0 | 66 | 1.1352 | 0.2372 | 1.1352 | 1.0655 |
85
+ | No log | 3.0909 | 68 | 1.1740 | 0.2572 | 1.1740 | 1.0835 |
86
+ | No log | 3.1818 | 70 | 1.4529 | 0.1637 | 1.4529 | 1.2054 |
87
+ | No log | 3.2727 | 72 | 1.7159 | 0.1412 | 1.7159 | 1.3099 |
88
+ | No log | 3.3636 | 74 | 1.5060 | 0.1916 | 1.5060 | 1.2272 |
89
+ | No log | 3.4545 | 76 | 1.3765 | 0.1972 | 1.3765 | 1.1732 |
90
+ | No log | 3.5455 | 78 | 1.2179 | 0.2191 | 1.2179 | 1.1036 |
91
+ | No log | 3.6364 | 80 | 1.2098 | 0.2233 | 1.2098 | 1.0999 |
92
+ | No log | 3.7273 | 82 | 1.2840 | 0.2320 | 1.2840 | 1.1332 |
93
+ | No log | 3.8182 | 84 | 1.3611 | 0.2632 | 1.3611 | 1.1667 |
94
+ | No log | 3.9091 | 86 | 1.3091 | 0.2472 | 1.3091 | 1.1442 |
95
+ | No log | 4.0 | 88 | 1.1678 | 0.3092 | 1.1678 | 1.0806 |
96
+ | No log | 4.0909 | 90 | 1.1550 | 0.3373 | 1.1550 | 1.0747 |
97
+ | No log | 4.1818 | 92 | 1.3733 | 0.3281 | 1.3733 | 1.1719 |
98
+ | No log | 4.2727 | 94 | 1.4483 | 0.3073 | 1.4483 | 1.2035 |
99
+ | No log | 4.3636 | 96 | 1.1977 | 0.3008 | 1.1977 | 1.0944 |
100
+ | No log | 4.4545 | 98 | 1.0968 | 0.3810 | 1.0968 | 1.0473 |
101
+ | No log | 4.5455 | 100 | 1.1502 | 0.2361 | 1.1502 | 1.0725 |
102
+ | No log | 4.6364 | 102 | 1.2529 | 0.2797 | 1.2529 | 1.1193 |
103
+ | No log | 4.7273 | 104 | 1.1121 | 0.2839 | 1.1121 | 1.0546 |
104
+ | No log | 4.8182 | 106 | 1.1347 | 0.3443 | 1.1347 | 1.0652 |
105
+ | No log | 4.9091 | 108 | 1.1179 | 0.3876 | 1.1179 | 1.0573 |
106
+ | No log | 5.0 | 110 | 1.3136 | 0.1830 | 1.3136 | 1.1461 |
107
+ | No log | 5.0909 | 112 | 1.4313 | 0.2961 | 1.4313 | 1.1964 |
108
+ | No log | 5.1818 | 114 | 1.1731 | 0.2625 | 1.1731 | 1.0831 |
109
+ | No log | 5.2727 | 116 | 1.1153 | 0.3545 | 1.1153 | 1.0561 |
110
+ | No log | 5.3636 | 118 | 1.0832 | 0.3243 | 1.0832 | 1.0408 |
111
+ | No log | 5.4545 | 120 | 1.1853 | 0.2919 | 1.1853 | 1.0887 |
112
+ | No log | 5.5455 | 122 | 1.3281 | 0.3003 | 1.3281 | 1.1524 |
113
+ | No log | 5.6364 | 124 | 1.1413 | 0.2964 | 1.1413 | 1.0683 |
114
+ | No log | 5.7273 | 126 | 1.0584 | 0.3237 | 1.0584 | 1.0288 |
115
+ | No log | 5.8182 | 128 | 1.1585 | 0.3197 | 1.1585 | 1.0764 |
116
+ | No log | 5.9091 | 130 | 1.2427 | 0.3174 | 1.2427 | 1.1148 |
117
+ | No log | 6.0 | 132 | 1.2427 | 0.3475 | 1.2427 | 1.1148 |
118
+ | No log | 6.0909 | 134 | 1.1090 | 0.3193 | 1.1090 | 1.0531 |
119
+ | No log | 6.1818 | 136 | 1.1612 | 0.3050 | 1.1612 | 1.0776 |
120
+ | No log | 6.2727 | 138 | 1.1467 | 0.3534 | 1.1467 | 1.0709 |
121
+ | No log | 6.3636 | 140 | 1.3432 | 0.2525 | 1.3432 | 1.1589 |
122
+ | No log | 6.4545 | 142 | 1.8546 | 0.1664 | 1.8546 | 1.3618 |
123
+ | No log | 6.5455 | 144 | 1.8502 | 0.1664 | 1.8502 | 1.3602 |
124
+ | No log | 6.6364 | 146 | 1.4041 | 0.2443 | 1.4041 | 1.1849 |
125
+ | No log | 6.7273 | 148 | 1.2937 | 0.3047 | 1.2937 | 1.1374 |
126
+ | No log | 6.8182 | 150 | 1.2145 | 0.3028 | 1.2145 | 1.1020 |
127
+ | No log | 6.9091 | 152 | 1.2080 | 0.2961 | 1.2080 | 1.0991 |
128
+ | No log | 7.0 | 154 | 1.2361 | 0.3028 | 1.2361 | 1.1118 |
129
+ | No log | 7.0909 | 156 | 1.2023 | 0.3028 | 1.2023 | 1.0965 |
130
+ | No log | 7.1818 | 158 | 1.1247 | 0.2281 | 1.1247 | 1.0605 |
131
+ | No log | 7.2727 | 160 | 1.1107 | 0.2610 | 1.1107 | 1.0539 |
132
+ | No log | 7.3636 | 162 | 1.1585 | 0.2219 | 1.1585 | 1.0764 |
133
+ | No log | 7.4545 | 164 | 1.2061 | 0.3226 | 1.2061 | 1.0982 |
134
+ | No log | 7.5455 | 166 | 1.1350 | 0.2524 | 1.1350 | 1.0654 |
135
+ | No log | 7.6364 | 168 | 1.0690 | 0.3596 | 1.0690 | 1.0339 |
136
+ | No log | 7.7273 | 170 | 1.0680 | 0.3013 | 1.0680 | 1.0334 |
137
+ | No log | 7.8182 | 172 | 1.1097 | 0.2588 | 1.1097 | 1.0534 |
138
+ | No log | 7.9091 | 174 | 1.0998 | 0.2358 | 1.0998 | 1.0487 |
139
+ | No log | 8.0 | 176 | 1.1330 | 0.2169 | 1.1330 | 1.0644 |
140
+ | No log | 8.0909 | 178 | 1.1456 | 0.2169 | 1.1456 | 1.0703 |
141
+ | No log | 8.1818 | 180 | 1.1365 | 0.2169 | 1.1365 | 1.0661 |
142
+ | No log | 8.2727 | 182 | 1.2070 | 0.2130 | 1.2070 | 1.0986 |
143
+ | No log | 8.3636 | 184 | 1.3119 | 0.2405 | 1.3119 | 1.1454 |
144
+ | No log | 8.4545 | 186 | 1.1570 | 0.2624 | 1.1570 | 1.0756 |
145
+ | No log | 8.5455 | 188 | 1.0779 | 0.2663 | 1.0779 | 1.0382 |
146
+ | No log | 8.6364 | 190 | 1.0847 | 0.2284 | 1.0847 | 1.0415 |
147
+ | No log | 8.7273 | 192 | 1.2108 | 0.2734 | 1.2108 | 1.1003 |
148
+ | No log | 8.8182 | 194 | 1.2355 | 0.2417 | 1.2355 | 1.1115 |
149
+ | No log | 8.9091 | 196 | 1.1666 | 0.2417 | 1.1666 | 1.0801 |
150
+ | No log | 9.0 | 198 | 1.0995 | 0.2614 | 1.0995 | 1.0486 |
151
+ | No log | 9.0909 | 200 | 1.1080 | 0.2263 | 1.1080 | 1.0526 |
152
+ | No log | 9.1818 | 202 | 1.1296 | 0.2035 | 1.1296 | 1.0628 |
153
+ | No log | 9.2727 | 204 | 1.2522 | 0.3005 | 1.2522 | 1.1190 |
154
+ | No log | 9.3636 | 206 | 1.1666 | 0.2627 | 1.1666 | 1.0801 |
155
+ | No log | 9.4545 | 208 | 1.0478 | 0.3154 | 1.0478 | 1.0236 |
156
+ | No log | 9.5455 | 210 | 1.0220 | 0.3346 | 1.0220 | 1.0109 |
157
+ | No log | 9.6364 | 212 | 1.0493 | 0.2824 | 1.0493 | 1.0244 |
158
+ | No log | 9.7273 | 214 | 1.0764 | 0.3010 | 1.0764 | 1.0375 |
159
+ | No log | 9.8182 | 216 | 1.0711 | 0.3010 | 1.0711 | 1.0349 |
160
+ | No log | 9.9091 | 218 | 1.0535 | 0.2964 | 1.0535 | 1.0264 |
161
+ | No log | 10.0 | 220 | 1.0844 | 0.2891 | 1.0844 | 1.0414 |
162
+ | No log | 10.0909 | 222 | 1.1676 | 0.3124 | 1.1676 | 1.0805 |
163
+ | No log | 10.1818 | 224 | 1.1466 | 0.2609 | 1.1466 | 1.0708 |
164
+ | No log | 10.2727 | 226 | 1.0955 | 0.3397 | 1.0955 | 1.0467 |
165
+ | No log | 10.3636 | 228 | 1.0874 | 0.3126 | 1.0874 | 1.0428 |
166
+ | No log | 10.4545 | 230 | 1.0662 | 0.2682 | 1.0662 | 1.0326 |
167
+ | No log | 10.5455 | 232 | 1.0651 | 0.2682 | 1.0651 | 1.0320 |
168
+ | No log | 10.6364 | 234 | 1.0809 | 0.2682 | 1.0809 | 1.0397 |
169
+ | No log | 10.7273 | 236 | 1.1789 | 0.3100 | 1.1789 | 1.0857 |
170
+ | No log | 10.8182 | 238 | 1.1911 | 0.3008 | 1.1911 | 1.0914 |
171
+ | No log | 10.9091 | 240 | 1.1251 | 0.2637 | 1.1251 | 1.0607 |
172
+ | No log | 11.0 | 242 | 1.1389 | 0.2637 | 1.1389 | 1.0672 |
173
+ | No log | 11.0909 | 244 | 1.2298 | 0.2451 | 1.2298 | 1.1090 |
174
+ | No log | 11.1818 | 246 | 1.2826 | 0.2417 | 1.2826 | 1.1325 |
175
+ | No log | 11.2727 | 248 | 1.4518 | 0.2314 | 1.4518 | 1.2049 |
176
+ | No log | 11.3636 | 250 | 1.4334 | 0.2191 | 1.4334 | 1.1972 |
177
+ | No log | 11.4545 | 252 | 1.3362 | 0.1928 | 1.3362 | 1.1559 |
178
+ | No log | 11.5455 | 254 | 1.1486 | 0.2685 | 1.1486 | 1.0717 |
179
+ | No log | 11.6364 | 256 | 1.0946 | 0.2739 | 1.0946 | 1.0462 |
180
+ | No log | 11.7273 | 258 | 1.1053 | 0.2677 | 1.1053 | 1.0513 |
181
+ | No log | 11.8182 | 260 | 1.1369 | 0.3555 | 1.1369 | 1.0663 |
182
+ | No log | 11.9091 | 262 | 1.1389 | 0.3208 | 1.1389 | 1.0672 |
183
+ | No log | 12.0 | 264 | 1.2866 | 0.2632 | 1.2866 | 1.1343 |
184
+ | No log | 12.0909 | 266 | 1.3580 | 0.2602 | 1.3580 | 1.1653 |
185
+ | No log | 12.1818 | 268 | 1.1932 | 0.2438 | 1.1932 | 1.0923 |
186
+ | No log | 12.2727 | 270 | 1.1037 | 0.2942 | 1.1037 | 1.0506 |
187
+ | No log | 12.3636 | 272 | 1.1161 | 0.2917 | 1.1161 | 1.0565 |
188
+ | No log | 12.4545 | 274 | 1.1458 | 0.2896 | 1.1458 | 1.0704 |
189
+ | No log | 12.5455 | 276 | 1.1163 | 0.2605 | 1.1163 | 1.0565 |
190
+ | No log | 12.6364 | 278 | 1.0869 | 0.2115 | 1.0869 | 1.0426 |
191
+ | No log | 12.7273 | 280 | 1.0850 | 0.2843 | 1.0850 | 1.0416 |
192
+ | No log | 12.8182 | 282 | 1.0901 | 0.2499 | 1.0901 | 1.0441 |
193
+ | No log | 12.9091 | 284 | 1.1182 | 0.2118 | 1.1182 | 1.0575 |
194
+ | No log | 13.0 | 286 | 1.2483 | 0.2280 | 1.2483 | 1.1173 |
195
+ | No log | 13.0909 | 288 | 1.3145 | 0.2690 | 1.3145 | 1.1465 |
196
+ | No log | 13.1818 | 290 | 1.1933 | 0.2141 | 1.1933 | 1.0924 |
197
+ | No log | 13.2727 | 292 | 1.1203 | 0.2115 | 1.1203 | 1.0584 |
198
+ | No log | 13.3636 | 294 | 1.1028 | 0.2306 | 1.1028 | 1.0502 |
199
+ | No log | 13.4545 | 296 | 1.0979 | 0.2402 | 1.0979 | 1.0478 |
200
+ | No log | 13.5455 | 298 | 1.1122 | 0.2021 | 1.1122 | 1.0546 |
201
+ | No log | 13.6364 | 300 | 1.2367 | 0.2565 | 1.2367 | 1.1121 |
202
+ | No log | 13.7273 | 302 | 1.3328 | 0.1568 | 1.3328 | 1.1545 |
203
+ | No log | 13.8182 | 304 | 1.2382 | 0.2473 | 1.2382 | 1.1128 |
204
+ | No log | 13.9091 | 306 | 1.1200 | 0.1873 | 1.1200 | 1.0583 |
205
+ | No log | 14.0 | 308 | 1.1133 | 0.2176 | 1.1133 | 1.0551 |
206
+ | No log | 14.0909 | 310 | 1.1148 | 0.1830 | 1.1148 | 1.0558 |
207
+ | No log | 14.1818 | 312 | 1.0877 | 0.2893 | 1.0877 | 1.0429 |
208
+ | No log | 14.2727 | 314 | 1.1278 | 0.2169 | 1.1278 | 1.0620 |
209
+ | No log | 14.3636 | 316 | 1.1405 | 0.1898 | 1.1405 | 1.0679 |
210
+ | No log | 14.4545 | 318 | 1.1036 | 0.2633 | 1.1036 | 1.0505 |
211
+ | No log | 14.5455 | 320 | 1.0793 | 0.3205 | 1.0793 | 1.0389 |
212
+ | No log | 14.6364 | 322 | 1.0851 | 0.3371 | 1.0851 | 1.0417 |
213
+ | No log | 14.7273 | 324 | 1.1466 | 0.1898 | 1.1466 | 1.0708 |
214
+ | No log | 14.8182 | 326 | 1.2750 | 0.1965 | 1.2750 | 1.1292 |
215
+ | No log | 14.9091 | 328 | 1.2358 | 0.2002 | 1.2358 | 1.1117 |
216
+ | No log | 15.0 | 330 | 1.1229 | 0.2169 | 1.1229 | 1.0597 |
217
+ | No log | 15.0909 | 332 | 1.0752 | 0.3525 | 1.0752 | 1.0369 |
218
+ | No log | 15.1818 | 334 | 1.0806 | 0.3496 | 1.0806 | 1.0395 |
219
+ | No log | 15.2727 | 336 | 1.0959 | 0.2897 | 1.0959 | 1.0468 |
220
+ | No log | 15.3636 | 338 | 1.1750 | 0.2627 | 1.1750 | 1.0840 |
221
+ | No log | 15.4545 | 340 | 1.3142 | 0.2450 | 1.3142 | 1.1464 |
222
+ | No log | 15.5455 | 342 | 1.5319 | 0.2718 | 1.5319 | 1.2377 |
223
+ | No log | 15.6364 | 344 | 1.6433 | 0.1556 | 1.6433 | 1.2819 |
224
+ | No log | 15.7273 | 346 | 1.5037 | 0.2353 | 1.5037 | 1.2263 |
225
+ | No log | 15.8182 | 348 | 1.3087 | 0.1884 | 1.3087 | 1.1440 |
226
+ | No log | 15.9091 | 350 | 1.1794 | 0.2333 | 1.1794 | 1.0860 |
227
+ | No log | 16.0 | 352 | 1.1781 | 0.2687 | 1.1781 | 1.0854 |
228
+ | No log | 16.0909 | 354 | 1.1629 | 0.2501 | 1.1629 | 1.0784 |
229
+ | No log | 16.1818 | 356 | 1.1555 | 0.2501 | 1.1555 | 1.0750 |
230
+ | No log | 16.2727 | 358 | 1.2146 | 0.1779 | 1.2146 | 1.1021 |
231
+ | No log | 16.3636 | 360 | 1.2936 | 0.2503 | 1.2936 | 1.1373 |
232
+ | No log | 16.4545 | 362 | 1.3453 | 0.2634 | 1.3453 | 1.1599 |
233
+ | No log | 16.5455 | 364 | 1.2422 | 0.1743 | 1.2422 | 1.1145 |
234
+ | No log | 16.6364 | 366 | 1.1271 | 0.2315 | 1.1271 | 1.0616 |
235
+ | No log | 16.7273 | 368 | 1.1120 | 0.2210 | 1.1120 | 1.0545 |
236
+ | No log | 16.8182 | 370 | 1.1228 | 0.2210 | 1.1228 | 1.0596 |
237
+ | No log | 16.9091 | 372 | 1.1505 | 0.2505 | 1.1505 | 1.0726 |
238
+ | No log | 17.0 | 374 | 1.2323 | 0.1371 | 1.2323 | 1.1101 |
239
+ | No log | 17.0909 | 376 | 1.3235 | 0.1743 | 1.3235 | 1.1504 |
240
+ | No log | 17.1818 | 378 | 1.3285 | 0.1743 | 1.3285 | 1.1526 |
241
+ | No log | 17.2727 | 380 | 1.2416 | 0.1636 | 1.2416 | 1.1143 |
242
+ | No log | 17.3636 | 382 | 1.1665 | 0.1943 | 1.1665 | 1.0800 |
243
+ | No log | 17.4545 | 384 | 1.1475 | 0.1889 | 1.1475 | 1.0712 |
244
+ | No log | 17.5455 | 386 | 1.1701 | 0.1943 | 1.1701 | 1.0817 |
245
+ | No log | 17.6364 | 388 | 1.2355 | 0.2705 | 1.2355 | 1.1115 |
246
+ | No log | 17.7273 | 390 | 1.3846 | 0.2065 | 1.3846 | 1.1767 |
247
+ | No log | 17.8182 | 392 | 1.3874 | 0.2371 | 1.3874 | 1.1779 |
248
+ | No log | 17.9091 | 394 | 1.2943 | 0.2763 | 1.2943 | 1.1377 |
249
+ | No log | 18.0 | 396 | 1.1746 | 0.2770 | 1.1746 | 1.0838 |
250
+ | No log | 18.0909 | 398 | 1.1243 | 0.2770 | 1.1243 | 1.0603 |
251
+ | No log | 18.1818 | 400 | 1.0876 | 0.3077 | 1.0876 | 1.0429 |
252
+ | No log | 18.2727 | 402 | 1.0608 | 0.2786 | 1.0608 | 1.0300 |
253
+ | No log | 18.3636 | 404 | 1.0956 | 0.2220 | 1.0956 | 1.0467 |
254
+ | No log | 18.4545 | 406 | 1.2148 | 0.2465 | 1.2148 | 1.1022 |
255
+ | No log | 18.5455 | 408 | 1.3130 | 0.1979 | 1.3130 | 1.1459 |
256
+ | No log | 18.6364 | 410 | 1.2834 | 0.2065 | 1.2834 | 1.1329 |
257
+ | No log | 18.7273 | 412 | 1.1458 | 0.2295 | 1.1458 | 1.0704 |
258
+ | No log | 18.8182 | 414 | 1.0682 | 0.2897 | 1.0682 | 1.0336 |
259
+ | No log | 18.9091 | 416 | 1.0527 | 0.3387 | 1.0527 | 1.0260 |
260
+ | No log | 19.0 | 418 | 1.0575 | 0.3415 | 1.0575 | 1.0283 |
261
+ | No log | 19.0909 | 420 | 1.1197 | 0.2825 | 1.1197 | 1.0581 |
262
+ | No log | 19.1818 | 422 | 1.2490 | 0.1979 | 1.2490 | 1.1176 |
263
+ | No log | 19.2727 | 424 | 1.2891 | 0.2286 | 1.2891 | 1.1354 |
264
+ | No log | 19.3636 | 426 | 1.2511 | 0.2201 | 1.2511 | 1.1185 |
265
+ | No log | 19.4545 | 428 | 1.1618 | 0.2937 | 1.1618 | 1.0779 |
266
+ | No log | 19.5455 | 430 | 1.1405 | 0.2797 | 1.1405 | 1.0679 |
267
+ | No log | 19.6364 | 432 | 1.1304 | 0.2984 | 1.1304 | 1.0632 |
268
+ | No log | 19.7273 | 434 | 1.1756 | 0.2752 | 1.1756 | 1.0842 |
269
+ | No log | 19.8182 | 436 | 1.2340 | 0.2736 | 1.2340 | 1.1108 |
270
+ | No log | 19.9091 | 438 | 1.2233 | 0.2825 | 1.2233 | 1.1060 |
271
+ | No log | 20.0 | 440 | 1.2027 | 0.2431 | 1.2027 | 1.0967 |
272
+ | No log | 20.0909 | 442 | 1.1648 | 0.2752 | 1.1648 | 1.0793 |
273
+ | No log | 20.1818 | 444 | 1.1355 | 0.2844 | 1.1355 | 1.0656 |
274
+ | No log | 20.2727 | 446 | 1.1408 | 0.2844 | 1.1408 | 1.0681 |
275
+ | No log | 20.3636 | 448 | 1.1366 | 0.2864 | 1.1366 | 1.0661 |
276
+ | No log | 20.4545 | 450 | 1.1886 | 0.2844 | 1.1886 | 1.0902 |
277
+ | No log | 20.5455 | 452 | 1.1905 | 0.2937 | 1.1905 | 1.0911 |
278
+ | No log | 20.6364 | 454 | 1.1661 | 0.2937 | 1.1661 | 1.0799 |
279
+ | No log | 20.7273 | 456 | 1.1157 | 0.3144 | 1.1157 | 1.0563 |
280
+ | No log | 20.8182 | 458 | 1.0871 | 0.2311 | 1.0871 | 1.0426 |
281
+ | No log | 20.9091 | 460 | 1.0901 | 0.2637 | 1.0901 | 1.0441 |
282
+ | No log | 21.0 | 462 | 1.1374 | 0.3124 | 1.1374 | 1.0665 |
283
+ | No log | 21.0909 | 464 | 1.2507 | 0.2292 | 1.2507 | 1.1184 |
284
+ | No log | 21.1818 | 466 | 1.4136 | 0.1585 | 1.4136 | 1.1890 |
285
+ | No log | 21.2727 | 468 | 1.4794 | 0.1877 | 1.4794 | 1.2163 |
286
+ | No log | 21.3636 | 470 | 1.3454 | 0.2875 | 1.3454 | 1.1599 |
287
+ | No log | 21.4545 | 472 | 1.1907 | 0.2657 | 1.1907 | 1.0912 |
288
+ | No log | 21.5455 | 474 | 1.0963 | 0.2777 | 1.0963 | 1.0471 |
289
+ | No log | 21.6364 | 476 | 1.0604 | 0.2843 | 1.0604 | 1.0298 |
290
+ | No log | 21.7273 | 478 | 1.0579 | 0.3190 | 1.0579 | 1.0285 |
291
+ | No log | 21.8182 | 480 | 1.0743 | 0.2824 | 1.0743 | 1.0365 |
292
+ | No log | 21.9091 | 482 | 1.1305 | 0.2270 | 1.1305 | 1.0633 |
293
+ | No log | 22.0 | 484 | 1.1650 | 0.2180 | 1.1650 | 1.0793 |
294
+ | No log | 22.0909 | 486 | 1.1728 | 0.2191 | 1.1728 | 1.0829 |
295
+ | No log | 22.1818 | 488 | 1.2086 | 0.1636 | 1.2086 | 1.0994 |
296
+ | No log | 22.2727 | 490 | 1.1855 | 0.2191 | 1.1855 | 1.0888 |
297
+ | No log | 22.3636 | 492 | 1.1316 | 0.2270 | 1.1316 | 1.0638 |
298
+ | No log | 22.4545 | 494 | 1.0861 | 0.2892 | 1.0861 | 1.0422 |
299
+ | No log | 22.5455 | 496 | 1.0887 | 0.3275 | 1.0887 | 1.0434 |
300
+ | No log | 22.6364 | 498 | 1.1170 | 0.3555 | 1.1170 | 1.0569 |
301
+ | 0.2684 | 22.7273 | 500 | 1.1407 | 0.2608 | 1.1407 | 1.0680 |
302
+ | 0.2684 | 22.8182 | 502 | 1.1323 | 0.3237 | 1.1323 | 1.0641 |
303
+ | 0.2684 | 22.9091 | 504 | 1.1266 | 0.3036 | 1.1266 | 1.0614 |
304
+ | 0.2684 | 23.0 | 506 | 1.1674 | 0.2270 | 1.1674 | 1.0805 |
305
+ | 0.2684 | 23.0909 | 508 | 1.1947 | 0.1632 | 1.1947 | 1.0930 |
306
+ | 0.2684 | 23.1818 | 510 | 1.2087 | 0.1773 | 1.2087 | 1.0994 |
307
+ | 0.2684 | 23.2727 | 512 | 1.2038 | 0.1862 | 1.2038 | 1.0972 |
308
+ | 0.2684 | 23.3636 | 514 | 1.1654 | 0.2180 | 1.1654 | 1.0795 |
 
309
 
310
 
311
  ### Framework versions
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