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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task1_organization

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  1. README.md +263 -264
  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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task1_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task1_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: 0.6326
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- - Qwk: 0.7815
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- - Mse: 0.6326
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- - Rmse: 0.7954
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  ## Model description
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@@ -47,264 +47,263 @@ 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 | 0.0227 | 2 | 6.9743 | -0.0278 | 6.9743 | 2.6409 |
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- | No log | 0.0455 | 4 | 4.5592 | 0.0169 | 4.5592 | 2.1352 |
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- | No log | 0.0682 | 6 | 3.4820 | -0.0430 | 3.4820 | 1.8660 |
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- | No log | 0.0909 | 8 | 2.3864 | 0.2302 | 2.3864 | 1.5448 |
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- | No log | 0.1136 | 10 | 2.0758 | 0.2677 | 2.0758 | 1.4408 |
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- | No log | 0.1364 | 12 | 2.2326 | 0.1630 | 2.2326 | 1.4942 |
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- | No log | 0.1591 | 14 | 2.1811 | 0.1926 | 2.1811 | 1.4769 |
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- | No log | 0.1818 | 16 | 2.0686 | 0.2687 | 2.0686 | 1.4383 |
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- | No log | 0.2045 | 18 | 1.5153 | 0.2435 | 1.5153 | 1.2310 |
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- | No log | 0.2273 | 20 | 1.7749 | 0.1091 | 1.7749 | 1.3323 |
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- | No log | 0.25 | 22 | 1.8188 | 0.0550 | 1.8188 | 1.3486 |
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- | No log | 0.2727 | 24 | 1.3981 | 0.2364 | 1.3981 | 1.1824 |
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- | No log | 0.2955 | 26 | 1.7041 | 0.3622 | 1.7041 | 1.3054 |
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- | No log | 0.3182 | 28 | 2.1101 | 0.2162 | 2.1101 | 1.4526 |
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- | No log | 0.3409 | 30 | 1.8572 | 0.3231 | 1.8572 | 1.3628 |
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- | No log | 0.3636 | 32 | 1.3338 | 0.3559 | 1.3338 | 1.1549 |
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- | No log | 0.3864 | 34 | 1.2047 | 0.3621 | 1.2047 | 1.0976 |
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- | No log | 0.4091 | 36 | 1.2954 | 0.4262 | 1.2954 | 1.1382 |
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- | No log | 0.4318 | 38 | 1.4506 | 0.4032 | 1.4506 | 1.2044 |
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- | No log | 0.4545 | 40 | 1.3107 | 0.4160 | 1.3107 | 1.1448 |
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- | No log | 0.4773 | 42 | 1.0420 | 0.5984 | 1.0420 | 1.0208 |
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- | No log | 0.5 | 44 | 1.1420 | 0.5410 | 1.1420 | 1.0687 |
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- | No log | 0.5227 | 46 | 2.1427 | 0.0 | 2.1427 | 1.4638 |
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- | No log | 0.5455 | 48 | 1.9143 | 0.1311 | 1.9143 | 1.3836 |
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- | No log | 0.5682 | 50 | 1.1752 | 0.4 | 1.1752 | 1.0841 |
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- | No log | 0.5909 | 52 | 1.4822 | 0.4444 | 1.4822 | 1.2174 |
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- | No log | 0.6136 | 54 | 1.5423 | 0.4521 | 1.5423 | 1.2419 |
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- | No log | 0.6364 | 56 | 1.0415 | 0.5522 | 1.0415 | 1.0205 |
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- | No log | 0.6591 | 58 | 1.2423 | 0.4553 | 1.2423 | 1.1146 |
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- | No log | 0.6818 | 60 | 1.7989 | 0.1404 | 1.7989 | 1.3412 |
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- | No log | 0.7045 | 62 | 1.3875 | 0.3902 | 1.3875 | 1.1779 |
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- | No log | 0.7273 | 64 | 0.8910 | 0.6094 | 0.8910 | 0.9439 |
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- | No log | 0.75 | 66 | 0.9726 | 0.5846 | 0.9726 | 0.9862 |
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- | No log | 0.7727 | 68 | 0.9403 | 0.6107 | 0.9403 | 0.9697 |
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- | No log | 0.7955 | 70 | 0.8847 | 0.6716 | 0.8847 | 0.9406 |
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- | No log | 0.8182 | 72 | 0.8187 | 0.6212 | 0.8187 | 0.9048 |
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- | No log | 0.8409 | 74 | 0.8983 | 0.6565 | 0.8983 | 0.9478 |
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- | No log | 0.8636 | 76 | 0.8959 | 0.6565 | 0.8959 | 0.9465 |
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- | No log | 0.8864 | 78 | 0.8795 | 0.5781 | 0.8795 | 0.9378 |
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- | No log | 0.9091 | 80 | 0.9962 | 0.5538 | 0.9962 | 0.9981 |
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- | No log | 0.9318 | 82 | 0.9786 | 0.5758 | 0.9786 | 0.9893 |
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- | No log | 0.9545 | 84 | 0.8415 | 0.5649 | 0.8415 | 0.9174 |
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- | No log | 0.9773 | 86 | 0.7479 | 0.6906 | 0.7479 | 0.8648 |
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- | No log | 1.0 | 88 | 0.7046 | 0.6809 | 0.7046 | 0.8394 |
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- | No log | 1.0227 | 90 | 0.6924 | 0.6853 | 0.6924 | 0.8321 |
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- | No log | 1.0455 | 92 | 0.7287 | 0.7123 | 0.7287 | 0.8537 |
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- | No log | 1.0682 | 94 | 0.7314 | 0.7075 | 0.7314 | 0.8552 |
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- | No log | 1.0909 | 96 | 0.7086 | 0.6763 | 0.7086 | 0.8418 |
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- | No log | 1.1136 | 98 | 0.8119 | 0.7376 | 0.8119 | 0.9011 |
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- | No log | 1.1364 | 100 | 0.9955 | 0.6667 | 0.9955 | 0.9978 |
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- | No log | 1.1591 | 102 | 1.0284 | 0.6567 | 1.0284 | 1.0141 |
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- | No log | 1.1818 | 104 | 0.9645 | 0.6765 | 0.9645 | 0.9821 |
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- | No log | 1.2045 | 106 | 0.9483 | 0.6618 | 0.9483 | 0.9738 |
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- | No log | 1.2273 | 108 | 0.9764 | 0.5496 | 0.9764 | 0.9881 |
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- | No log | 1.25 | 110 | 0.9327 | 0.6015 | 0.9327 | 0.9658 |
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- | No log | 1.2727 | 112 | 0.8524 | 0.7183 | 0.8524 | 0.9233 |
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- | No log | 1.2955 | 114 | 0.9425 | 0.6622 | 0.9425 | 0.9708 |
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- | No log | 1.3182 | 116 | 1.0199 | 0.6577 | 1.0199 | 1.0099 |
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- | No log | 1.3409 | 118 | 0.9427 | 0.6622 | 0.9427 | 0.9709 |
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- | No log | 1.3636 | 120 | 0.8206 | 0.7517 | 0.8206 | 0.9059 |
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- | No log | 1.3864 | 122 | 0.8274 | 0.7034 | 0.8274 | 0.9096 |
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- | No log | 1.4091 | 124 | 0.9004 | 0.7550 | 0.9004 | 0.9489 |
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- | No log | 1.4318 | 126 | 0.9260 | 0.7310 | 0.9260 | 0.9623 |
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- | No log | 1.4545 | 128 | 0.9116 | 0.6571 | 0.9116 | 0.9548 |
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- | No log | 1.4773 | 130 | 1.0824 | 0.4889 | 1.0824 | 1.0404 |
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- | No log | 1.5 | 132 | 1.0732 | 0.4615 | 1.0732 | 1.0359 |
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- | No log | 1.5227 | 134 | 1.0542 | 0.5039 | 1.0542 | 1.0267 |
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- | No log | 1.5455 | 136 | 1.0443 | 0.4960 | 1.0443 | 1.0219 |
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- | No log | 1.5682 | 138 | 0.9862 | 0.6165 | 0.9862 | 0.9931 |
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- | No log | 1.5909 | 140 | 0.8693 | 0.7413 | 0.8693 | 0.9324 |
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- | No log | 1.6136 | 142 | 0.7538 | 0.7483 | 0.7538 | 0.8682 |
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- | No log | 1.6364 | 144 | 0.7626 | 0.7333 | 0.7626 | 0.8732 |
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- | No log | 1.6591 | 146 | 0.8456 | 0.7342 | 0.8456 | 0.9196 |
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- | No log | 1.6818 | 148 | 0.8284 | 0.7436 | 0.8284 | 0.9102 |
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- | No log | 1.7045 | 150 | 0.8071 | 0.7484 | 0.8071 | 0.8984 |
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- | No log | 1.7273 | 152 | 0.7607 | 0.7397 | 0.7607 | 0.8722 |
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- | No log | 1.75 | 154 | 0.8006 | 0.7042 | 0.8006 | 0.8947 |
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- | No log | 1.7727 | 156 | 0.8423 | 0.7172 | 0.8423 | 0.9178 |
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- | No log | 1.7955 | 158 | 0.9368 | 0.6803 | 0.9368 | 0.9679 |
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- | No log | 1.8182 | 160 | 0.9032 | 0.7123 | 0.9032 | 0.9504 |
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- | No log | 1.8409 | 162 | 0.9733 | 0.6622 | 0.9733 | 0.9865 |
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- | No log | 1.8636 | 164 | 0.9280 | 0.6901 | 0.9280 | 0.9633 |
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- | No log | 1.8864 | 166 | 0.8882 | 0.6763 | 0.8882 | 0.9424 |
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- | No log | 1.9091 | 168 | 0.9003 | 0.6423 | 0.9003 | 0.9488 |
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- | No log | 1.9318 | 170 | 0.9544 | 0.7286 | 0.9544 | 0.9769 |
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- | No log | 1.9545 | 172 | 0.9196 | 0.7194 | 0.9196 | 0.9590 |
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- | No log | 1.9773 | 174 | 0.8268 | 0.7007 | 0.8268 | 0.9093 |
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- | No log | 2.0 | 176 | 0.8000 | 0.6620 | 0.8000 | 0.8945 |
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- | No log | 2.0227 | 178 | 0.7447 | 0.7027 | 0.7447 | 0.8630 |
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- | No log | 2.0455 | 180 | 0.6651 | 0.7755 | 0.6651 | 0.8155 |
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- | No log | 2.0682 | 182 | 0.7993 | 0.6667 | 0.7993 | 0.8941 |
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- | No log | 2.0909 | 184 | 0.8174 | 0.6711 | 0.8174 | 0.9041 |
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- | No log | 2.1136 | 186 | 0.8542 | 0.6711 | 0.8542 | 0.9242 |
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- | No log | 2.1364 | 188 | 0.7723 | 0.7114 | 0.7723 | 0.8788 |
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- | No log | 2.1591 | 190 | 0.7465 | 0.7448 | 0.7465 | 0.8640 |
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- | No log | 2.1818 | 192 | 0.7758 | 0.7222 | 0.7758 | 0.8808 |
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- | No log | 2.2045 | 194 | 0.8063 | 0.7222 | 0.8063 | 0.8980 |
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- | No log | 2.2273 | 196 | 0.8914 | 0.6622 | 0.8914 | 0.9441 |
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- | No log | 2.25 | 198 | 0.9911 | 0.6531 | 0.9911 | 0.9956 |
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- | No log | 2.2727 | 200 | 0.9027 | 0.6575 | 0.9027 | 0.9501 |
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- | No log | 2.2955 | 202 | 0.8462 | 0.7042 | 0.8462 | 0.9199 |
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- | No log | 2.3182 | 204 | 0.9090 | 0.6957 | 0.9090 | 0.9534 |
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- | No log | 2.3409 | 206 | 1.0338 | 0.5538 | 1.0338 | 1.0168 |
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- | No log | 2.3636 | 208 | 1.1545 | 0.5303 | 1.1545 | 1.0745 |
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- | No log | 2.3864 | 210 | 1.0709 | 0.5344 | 1.0709 | 1.0349 |
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- | No log | 2.4091 | 212 | 0.9374 | 0.6519 | 0.9374 | 0.9682 |
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- | No log | 2.4318 | 214 | 0.8529 | 0.7 | 0.8529 | 0.9235 |
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- | No log | 2.4545 | 216 | 0.8650 | 0.6479 | 0.8650 | 0.9301 |
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- | No log | 2.4773 | 218 | 0.9528 | 0.6294 | 0.9528 | 0.9761 |
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- | No log | 2.5 | 220 | 0.9113 | 0.6434 | 0.9113 | 0.9546 |
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- | No log | 2.5227 | 222 | 0.8445 | 0.6571 | 0.8445 | 0.9190 |
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- | No log | 2.5455 | 224 | 0.9030 | 0.6434 | 0.9030 | 0.9503 |
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- | No log | 2.5682 | 226 | 0.8839 | 0.6667 | 0.8839 | 0.9402 |
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- | No log | 2.5909 | 228 | 0.8481 | 0.6715 | 0.8481 | 0.9209 |
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- | No log | 2.6136 | 230 | 0.8205 | 0.6944 | 0.8205 | 0.9058 |
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- | No log | 2.6364 | 232 | 0.8385 | 0.6849 | 0.8385 | 0.9157 |
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- | No log | 2.6591 | 234 | 0.9321 | 0.6577 | 0.9321 | 0.9655 |
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- | No log | 2.6818 | 236 | 0.8383 | 0.6577 | 0.8383 | 0.9156 |
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- | No log | 2.7045 | 238 | 0.6823 | 0.7448 | 0.6823 | 0.8260 |
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- | No log | 2.7273 | 240 | 0.6504 | 0.7517 | 0.6504 | 0.8065 |
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- | No log | 2.75 | 242 | 0.6413 | 0.7712 | 0.6413 | 0.8008 |
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- | No log | 2.7727 | 244 | 0.6410 | 0.7484 | 0.6410 | 0.8006 |
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- | No log | 2.7955 | 246 | 0.6645 | 0.75 | 0.6645 | 0.8152 |
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- | No log | 2.8182 | 248 | 0.6972 | 0.7320 | 0.6972 | 0.8350 |
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- | No log | 2.8409 | 250 | 0.7412 | 0.7586 | 0.7412 | 0.8609 |
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- | No log | 2.8636 | 252 | 0.7820 | 0.7273 | 0.7820 | 0.8843 |
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- | No log | 2.8864 | 254 | 0.7875 | 0.7234 | 0.7875 | 0.8874 |
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- | No log | 2.9091 | 256 | 0.9850 | 0.6133 | 0.9850 | 0.9925 |
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- | No log | 2.9318 | 258 | 1.1042 | 0.5503 | 1.1042 | 1.0508 |
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- | No log | 2.9545 | 260 | 0.9412 | 0.6358 | 0.9412 | 0.9701 |
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- | No log | 2.9773 | 262 | 0.7571 | 0.7234 | 0.7571 | 0.8701 |
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- | No log | 3.0 | 264 | 0.8047 | 0.7324 | 0.8047 | 0.8971 |
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- | No log | 3.0227 | 266 | 0.7769 | 0.7324 | 0.7769 | 0.8814 |
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- | No log | 3.0455 | 268 | 0.6807 | 0.7755 | 0.6807 | 0.8251 |
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- | No log | 3.0682 | 270 | 0.6464 | 0.7815 | 0.6464 | 0.8040 |
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- | No log | 3.0909 | 272 | 0.6470 | 0.7755 | 0.6470 | 0.8044 |
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- | No log | 3.1136 | 274 | 0.6447 | 0.7724 | 0.6447 | 0.8030 |
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- | No log | 3.1364 | 276 | 0.6631 | 0.7862 | 0.6631 | 0.8143 |
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- | No log | 3.1591 | 278 | 0.6699 | 0.7808 | 0.6699 | 0.8185 |
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- | No log | 3.1818 | 280 | 0.7265 | 0.7260 | 0.7265 | 0.8524 |
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- | No log | 3.2045 | 282 | 0.6701 | 0.7413 | 0.6701 | 0.8186 |
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- | No log | 3.2273 | 284 | 0.6245 | 0.7808 | 0.6245 | 0.7903 |
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- | No log | 3.25 | 286 | 0.6322 | 0.7586 | 0.6322 | 0.7951 |
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- | No log | 3.2727 | 288 | 0.6238 | 0.7586 | 0.6238 | 0.7898 |
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- | No log | 3.2955 | 290 | 0.6449 | 0.7211 | 0.6449 | 0.8030 |
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- | No log | 3.3182 | 292 | 0.5603 | 0.8079 | 0.5603 | 0.7485 |
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- | No log | 3.3409 | 294 | 0.5685 | 0.8079 | 0.5685 | 0.7540 |
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- | No log | 3.3636 | 296 | 0.6257 | 0.7838 | 0.6257 | 0.7910 |
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- | No log | 3.3864 | 298 | 0.7448 | 0.6667 | 0.7448 | 0.8630 |
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- | No log | 3.4091 | 300 | 0.7606 | 0.6667 | 0.7606 | 0.8721 |
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- | No log | 3.4318 | 302 | 0.6708 | 0.7619 | 0.6708 | 0.8190 |
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- | No log | 3.4545 | 304 | 0.6598 | 0.7808 | 0.6598 | 0.8123 |
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- | No log | 3.4773 | 306 | 0.6642 | 0.7808 | 0.6642 | 0.8150 |
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- | No log | 3.5 | 308 | 0.6977 | 0.7183 | 0.6977 | 0.8353 |
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- | No log | 3.5227 | 310 | 0.8358 | 0.6241 | 0.8358 | 0.9142 |
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- | No log | 3.5455 | 312 | 0.8519 | 0.6241 | 0.8519 | 0.9230 |
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- | No log | 3.5682 | 314 | 0.7862 | 0.7143 | 0.7862 | 0.8867 |
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- | No log | 3.5909 | 316 | 0.8436 | 0.6423 | 0.8436 | 0.9185 |
210
- | No log | 3.6136 | 318 | 0.9416 | 0.5985 | 0.9416 | 0.9704 |
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- | No log | 3.6364 | 320 | 0.8990 | 0.6434 | 0.8990 | 0.9481 |
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- | No log | 3.6591 | 322 | 0.7402 | 0.7755 | 0.7402 | 0.8603 |
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- | No log | 3.6818 | 324 | 0.6738 | 0.7891 | 0.6738 | 0.8209 |
214
- | No log | 3.7045 | 326 | 0.6549 | 0.7891 | 0.6549 | 0.8093 |
215
- | No log | 3.7273 | 328 | 0.6481 | 0.7973 | 0.6481 | 0.8051 |
216
- | No log | 3.75 | 330 | 0.6604 | 0.7950 | 0.6604 | 0.8126 |
217
- | No log | 3.7727 | 332 | 0.6685 | 0.8108 | 0.6685 | 0.8176 |
218
- | No log | 3.7955 | 334 | 0.7141 | 0.7785 | 0.7141 | 0.8450 |
219
- | No log | 3.8182 | 336 | 0.7666 | 0.72 | 0.7666 | 0.8755 |
220
- | No log | 3.8409 | 338 | 0.7184 | 0.7368 | 0.7184 | 0.8476 |
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- | No log | 3.8636 | 340 | 0.6854 | 0.7771 | 0.6854 | 0.8279 |
222
- | No log | 3.8864 | 342 | 0.7161 | 0.7607 | 0.7161 | 0.8462 |
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- | No log | 3.9091 | 344 | 0.6703 | 0.7975 | 0.6703 | 0.8187 |
224
- | No log | 3.9318 | 346 | 0.6987 | 0.7467 | 0.6987 | 0.8359 |
225
- | No log | 3.9545 | 348 | 0.8475 | 0.6887 | 0.8475 | 0.9206 |
226
- | No log | 3.9773 | 350 | 0.8747 | 0.6803 | 0.8747 | 0.9353 |
227
- | No log | 4.0 | 352 | 0.8075 | 0.7034 | 0.8075 | 0.8986 |
228
- | No log | 4.0227 | 354 | 0.7749 | 0.7448 | 0.7749 | 0.8803 |
229
- | No log | 4.0455 | 356 | 0.7778 | 0.7222 | 0.7778 | 0.8819 |
230
- | No log | 4.0682 | 358 | 0.7701 | 0.7222 | 0.7701 | 0.8776 |
231
- | No log | 4.0909 | 360 | 0.7874 | 0.7234 | 0.7874 | 0.8874 |
232
- | No log | 4.1136 | 362 | 0.8250 | 0.6667 | 0.8250 | 0.9083 |
233
- | No log | 4.1364 | 364 | 0.8343 | 0.6667 | 0.8343 | 0.9134 |
234
- | No log | 4.1591 | 366 | 0.7378 | 0.7484 | 0.7378 | 0.8590 |
235
- | No log | 4.1818 | 368 | 0.7665 | 0.7170 | 0.7665 | 0.8755 |
236
- | No log | 4.2045 | 370 | 0.8407 | 0.6875 | 0.8407 | 0.9169 |
237
- | No log | 4.2273 | 372 | 0.7967 | 0.7097 | 0.7967 | 0.8926 |
238
- | No log | 4.25 | 374 | 0.7298 | 0.76 | 0.7298 | 0.8543 |
239
- | No log | 4.2727 | 376 | 0.8087 | 0.6901 | 0.8087 | 0.8993 |
240
- | No log | 4.2955 | 378 | 0.8583 | 0.6331 | 0.8583 | 0.9264 |
241
- | No log | 4.3182 | 380 | 0.8249 | 0.7133 | 0.8249 | 0.9082 |
242
- | No log | 4.3409 | 382 | 0.8174 | 0.6849 | 0.8174 | 0.9041 |
243
- | No log | 4.3636 | 384 | 0.7752 | 0.7067 | 0.7752 | 0.8805 |
244
- | No log | 4.3864 | 386 | 0.6636 | 0.7632 | 0.6636 | 0.8146 |
245
- | No log | 4.4091 | 388 | 0.6456 | 0.8024 | 0.6456 | 0.8035 |
246
- | No log | 4.4318 | 390 | 0.6938 | 0.7811 | 0.6938 | 0.8329 |
247
- | No log | 4.4545 | 392 | 0.7262 | 0.7636 | 0.7262 | 0.8522 |
248
- | No log | 4.4773 | 394 | 0.6698 | 0.7974 | 0.6698 | 0.8184 |
249
- | No log | 4.5 | 396 | 0.6725 | 0.7891 | 0.6725 | 0.8201 |
250
- | No log | 4.5227 | 398 | 0.6864 | 0.7467 | 0.6864 | 0.8285 |
251
- | No log | 4.5455 | 400 | 0.6981 | 0.7568 | 0.6981 | 0.8355 |
252
- | No log | 4.5682 | 402 | 0.6928 | 0.7534 | 0.6928 | 0.8324 |
253
- | No log | 4.5909 | 404 | 0.6856 | 0.7586 | 0.6856 | 0.8280 |
254
- | No log | 4.6136 | 406 | 0.6931 | 0.7534 | 0.6931 | 0.8325 |
255
- | No log | 4.6364 | 408 | 0.7094 | 0.7619 | 0.7094 | 0.8423 |
256
- | No log | 4.6591 | 410 | 0.8204 | 0.6849 | 0.8204 | 0.9058 |
257
- | No log | 4.6818 | 412 | 0.9091 | 0.6383 | 0.9091 | 0.9535 |
258
- | No log | 4.7045 | 414 | 0.8611 | 0.6571 | 0.8611 | 0.9280 |
259
- | No log | 4.7273 | 416 | 0.7949 | 0.75 | 0.7949 | 0.8916 |
260
- | No log | 4.75 | 418 | 0.7360 | 0.7361 | 0.7360 | 0.8579 |
261
- | No log | 4.7727 | 420 | 0.7258 | 0.7133 | 0.7258 | 0.8519 |
262
- | No log | 4.7955 | 422 | 0.7124 | 0.7534 | 0.7124 | 0.8441 |
263
- | No log | 4.8182 | 424 | 0.7407 | 0.7324 | 0.7407 | 0.8606 |
264
- | No log | 4.8409 | 426 | 0.7665 | 0.6993 | 0.7665 | 0.8755 |
265
- | No log | 4.8636 | 428 | 0.7552 | 0.7143 | 0.7552 | 0.8690 |
266
- | No log | 4.8864 | 430 | 0.7642 | 0.7273 | 0.7642 | 0.8742 |
267
- | No log | 4.9091 | 432 | 0.7823 | 0.7042 | 0.7823 | 0.8845 |
268
- | No log | 4.9318 | 434 | 0.7719 | 0.6950 | 0.7719 | 0.8786 |
269
- | No log | 4.9545 | 436 | 0.7652 | 0.7397 | 0.7652 | 0.8747 |
270
- | No log | 4.9773 | 438 | 0.8592 | 0.6849 | 0.8592 | 0.9269 |
271
- | No log | 5.0 | 440 | 0.8796 | 0.6849 | 0.8796 | 0.9379 |
272
- | No log | 5.0227 | 442 | 0.8554 | 0.7 | 0.8554 | 0.9249 |
273
- | No log | 5.0455 | 444 | 0.8548 | 0.6715 | 0.8548 | 0.9245 |
274
- | No log | 5.0682 | 446 | 0.8016 | 0.6950 | 0.8016 | 0.8953 |
275
- | No log | 5.0909 | 448 | 0.7498 | 0.7397 | 0.7498 | 0.8659 |
276
- | No log | 5.1136 | 450 | 0.7401 | 0.7432 | 0.7401 | 0.8603 |
277
- | No log | 5.1364 | 452 | 0.7312 | 0.7397 | 0.7312 | 0.8551 |
278
- | No log | 5.1591 | 454 | 0.7830 | 0.7034 | 0.7830 | 0.8849 |
279
- | No log | 5.1818 | 456 | 0.8324 | 0.7034 | 0.8324 | 0.9124 |
280
- | No log | 5.2045 | 458 | 0.8319 | 0.7034 | 0.8319 | 0.9121 |
281
- | No log | 5.2273 | 460 | 0.8182 | 0.7092 | 0.8182 | 0.9046 |
282
- | No log | 5.25 | 462 | 0.8412 | 0.7092 | 0.8412 | 0.9171 |
283
- | No log | 5.2727 | 464 | 0.8856 | 0.7 | 0.8856 | 0.9411 |
284
- | No log | 5.2955 | 466 | 0.8862 | 0.6667 | 0.8862 | 0.9414 |
285
- | No log | 5.3182 | 468 | 0.8618 | 0.7 | 0.8618 | 0.9283 |
286
- | No log | 5.3409 | 470 | 0.8294 | 0.7234 | 0.8294 | 0.9107 |
287
- | No log | 5.3636 | 472 | 0.8005 | 0.7324 | 0.8005 | 0.8947 |
288
- | No log | 5.3864 | 474 | 0.8225 | 0.7075 | 0.8225 | 0.9069 |
289
- | No log | 5.4091 | 476 | 0.8039 | 0.7143 | 0.8039 | 0.8966 |
290
- | No log | 5.4318 | 478 | 0.7463 | 0.7285 | 0.7463 | 0.8639 |
291
- | No log | 5.4545 | 480 | 0.7326 | 0.75 | 0.7326 | 0.8559 |
292
- | No log | 5.4773 | 482 | 0.8084 | 0.7237 | 0.8084 | 0.8991 |
293
- | No log | 5.5 | 484 | 0.8386 | 0.7152 | 0.8386 | 0.9157 |
294
- | No log | 5.5227 | 486 | 0.7689 | 0.7483 | 0.7689 | 0.8768 |
295
- | No log | 5.5455 | 488 | 0.7289 | 0.7383 | 0.7289 | 0.8538 |
296
- | No log | 5.5682 | 490 | 0.7855 | 0.7211 | 0.7855 | 0.8863 |
297
- | No log | 5.5909 | 492 | 0.8410 | 0.7027 | 0.8410 | 0.9170 |
298
- | No log | 5.6136 | 494 | 0.8070 | 0.7211 | 0.8070 | 0.8983 |
299
- | No log | 5.6364 | 496 | 0.7323 | 0.76 | 0.7323 | 0.8557 |
300
- | No log | 5.6591 | 498 | 0.6802 | 0.7843 | 0.6802 | 0.8248 |
301
- | 0.4345 | 5.6818 | 500 | 0.6692 | 0.7952 | 0.6692 | 0.8181 |
302
- | 0.4345 | 5.7045 | 502 | 0.6164 | 0.8242 | 0.6164 | 0.7851 |
303
- | 0.4345 | 5.7273 | 504 | 0.5909 | 0.7792 | 0.5909 | 0.7687 |
304
- | 0.4345 | 5.75 | 506 | 0.6855 | 0.7403 | 0.6855 | 0.8279 |
305
- | 0.4345 | 5.7727 | 508 | 0.7308 | 0.7485 | 0.7308 | 0.8549 |
306
- | 0.4345 | 5.7955 | 510 | 0.6786 | 0.7578 | 0.6786 | 0.8238 |
307
- | 0.4345 | 5.8182 | 512 | 0.6326 | 0.7815 | 0.6326 | 0.7954 |
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task1_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task1_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: 1.4761
19
+ - Qwk: 0.4275
20
+ - Mse: 1.4761
21
+ - Rmse: 1.2149
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.025 | 2 | 6.8946 | 0.0116 | 6.8946 | 2.6258 |
53
+ | No log | 0.05 | 4 | 4.4969 | 0.0591 | 4.4969 | 2.1206 |
54
+ | No log | 0.075 | 6 | 3.1263 | 0.0833 | 3.1263 | 1.7681 |
55
+ | No log | 0.1 | 8 | 2.4853 | 0.0526 | 2.4853 | 1.5765 |
56
+ | No log | 0.125 | 10 | 2.2251 | 0.0141 | 2.2251 | 1.4917 |
57
+ | No log | 0.15 | 12 | 1.9939 | 0.1138 | 1.9939 | 1.4121 |
58
+ | No log | 0.175 | 14 | 1.8957 | 0.0702 | 1.8957 | 1.3769 |
59
+ | No log | 0.2 | 16 | 1.7114 | 0.1143 | 1.7114 | 1.3082 |
60
+ | No log | 0.225 | 18 | 1.7230 | 0.0917 | 1.7230 | 1.3126 |
61
+ | No log | 0.25 | 20 | 2.2349 | 0.1667 | 2.2349 | 1.4950 |
62
+ | No log | 0.275 | 22 | 2.1058 | 0.3088 | 2.1058 | 1.4511 |
63
+ | No log | 0.3 | 24 | 2.0060 | 0.2595 | 2.0060 | 1.4163 |
64
+ | No log | 0.325 | 26 | 2.1552 | 0.1408 | 2.1552 | 1.4681 |
65
+ | No log | 0.35 | 28 | 2.0855 | 0.1702 | 2.0855 | 1.4441 |
66
+ | No log | 0.375 | 30 | 1.9111 | 0.2812 | 1.9111 | 1.3824 |
67
+ | No log | 0.4 | 32 | 1.7574 | 0.2069 | 1.7574 | 1.3257 |
68
+ | No log | 0.425 | 34 | 1.8407 | 0.1636 | 1.8407 | 1.3567 |
69
+ | No log | 0.45 | 36 | 1.9746 | 0.1709 | 1.9746 | 1.4052 |
70
+ | No log | 0.475 | 38 | 1.9800 | 0.1849 | 1.9800 | 1.4071 |
71
+ | No log | 0.5 | 40 | 1.7305 | 0.2241 | 1.7305 | 1.3155 |
72
+ | No log | 0.525 | 42 | 1.4620 | 0.2909 | 1.4620 | 1.2091 |
73
+ | No log | 0.55 | 44 | 1.4670 | 0.3063 | 1.4670 | 1.2112 |
74
+ | No log | 0.575 | 46 | 1.6646 | 0.2034 | 1.6646 | 1.2902 |
75
+ | No log | 0.6 | 48 | 1.7107 | 0.3360 | 1.7107 | 1.3079 |
76
+ | No log | 0.625 | 50 | 1.6601 | 0.3465 | 1.6601 | 1.2885 |
77
+ | No log | 0.65 | 52 | 1.5052 | 0.4603 | 1.5052 | 1.2268 |
78
+ | No log | 0.675 | 54 | 1.3801 | 0.4167 | 1.3801 | 1.1748 |
79
+ | No log | 0.7 | 56 | 1.3839 | 0.4098 | 1.3839 | 1.1764 |
80
+ | No log | 0.725 | 58 | 1.3361 | 0.3826 | 1.3361 | 1.1559 |
81
+ | No log | 0.75 | 60 | 1.5769 | 0.2727 | 1.5769 | 1.2557 |
82
+ | No log | 0.775 | 62 | 1.6200 | 0.2545 | 1.6200 | 1.2728 |
83
+ | No log | 0.8 | 64 | 1.3562 | 0.3273 | 1.3562 | 1.1646 |
84
+ | No log | 0.825 | 66 | 1.2913 | 0.3860 | 1.2913 | 1.1364 |
85
+ | No log | 0.85 | 68 | 1.2721 | 0.4522 | 1.2721 | 1.1279 |
86
+ | No log | 0.875 | 70 | 1.2615 | 0.3571 | 1.2615 | 1.1231 |
87
+ | No log | 0.9 | 72 | 1.2761 | 0.3423 | 1.2761 | 1.1297 |
88
+ | No log | 0.925 | 74 | 1.2997 | 0.3273 | 1.2997 | 1.1401 |
89
+ | No log | 0.95 | 76 | 1.1775 | 0.4211 | 1.1775 | 1.0851 |
90
+ | No log | 0.975 | 78 | 1.1758 | 0.5210 | 1.1758 | 1.0843 |
91
+ | No log | 1.0 | 80 | 1.1852 | 0.5000 | 1.1852 | 1.0887 |
92
+ | No log | 1.025 | 82 | 1.1444 | 0.4561 | 1.1444 | 1.0698 |
93
+ | No log | 1.05 | 84 | 1.3019 | 0.3393 | 1.3019 | 1.1410 |
94
+ | No log | 1.075 | 86 | 1.6628 | 0.25 | 1.6628 | 1.2895 |
95
+ | No log | 1.1 | 88 | 1.6909 | 0.2832 | 1.6909 | 1.3003 |
96
+ | No log | 1.125 | 90 | 1.4031 | 0.3393 | 1.4031 | 1.1845 |
97
+ | No log | 1.15 | 92 | 1.3468 | 0.4035 | 1.3468 | 1.1605 |
98
+ | No log | 1.175 | 94 | 1.4256 | 0.3894 | 1.4256 | 1.1940 |
99
+ | No log | 1.2 | 96 | 1.8347 | 0.1754 | 1.8347 | 1.3545 |
100
+ | No log | 1.225 | 98 | 1.6904 | 0.3036 | 1.6904 | 1.3001 |
101
+ | No log | 1.25 | 100 | 1.2670 | 0.4348 | 1.2670 | 1.1256 |
102
+ | No log | 1.275 | 102 | 1.1140 | 0.4957 | 1.1140 | 1.0554 |
103
+ | No log | 1.3 | 104 | 1.3129 | 0.5246 | 1.3129 | 1.1458 |
104
+ | No log | 1.325 | 106 | 1.2838 | 0.5124 | 1.2838 | 1.1330 |
105
+ | No log | 1.35 | 108 | 1.0595 | 0.4348 | 1.0595 | 1.0293 |
106
+ | No log | 1.375 | 110 | 1.4117 | 0.4062 | 1.4117 | 1.1881 |
107
+ | No log | 1.4 | 112 | 1.8233 | 0.1290 | 1.8233 | 1.3503 |
108
+ | No log | 1.425 | 114 | 1.8407 | 0.1197 | 1.8407 | 1.3567 |
109
+ | No log | 1.45 | 116 | 1.4490 | 0.3360 | 1.4490 | 1.2037 |
110
+ | No log | 1.475 | 118 | 1.1065 | 0.5484 | 1.1065 | 1.0519 |
111
+ | No log | 1.5 | 120 | 0.9817 | 0.5968 | 0.9817 | 0.9908 |
112
+ | No log | 1.525 | 122 | 1.0322 | 0.5366 | 1.0322 | 1.0160 |
113
+ | No log | 1.55 | 124 | 1.0789 | 0.5124 | 1.0789 | 1.0387 |
114
+ | No log | 1.575 | 126 | 1.1578 | 0.4538 | 1.1578 | 1.0760 |
115
+ | No log | 1.6 | 128 | 1.2341 | 0.4426 | 1.2341 | 1.1109 |
116
+ | No log | 1.625 | 130 | 1.3138 | 0.4409 | 1.3138 | 1.1462 |
117
+ | No log | 1.65 | 132 | 1.3423 | 0.4545 | 1.3423 | 1.1586 |
118
+ | No log | 1.675 | 134 | 1.2634 | 0.4426 | 1.2634 | 1.1240 |
119
+ | No log | 1.7 | 136 | 1.2442 | 0.4310 | 1.2442 | 1.1154 |
120
+ | No log | 1.725 | 138 | 1.2415 | 0.4874 | 1.2415 | 1.1142 |
121
+ | No log | 1.75 | 140 | 1.2365 | 0.4667 | 1.2365 | 1.1120 |
122
+ | No log | 1.775 | 142 | 1.3829 | 0.4848 | 1.3829 | 1.1759 |
123
+ | No log | 1.8 | 144 | 1.6137 | 0.3597 | 1.6137 | 1.2703 |
124
+ | No log | 1.825 | 146 | 1.6555 | 0.3286 | 1.6555 | 1.2867 |
125
+ | No log | 1.85 | 148 | 1.5273 | 0.3852 | 1.5273 | 1.2358 |
126
+ | No log | 1.875 | 150 | 1.3507 | 0.4355 | 1.3507 | 1.1622 |
127
+ | No log | 1.9 | 152 | 1.2613 | 0.4202 | 1.2613 | 1.1231 |
128
+ | No log | 1.925 | 154 | 1.2658 | 0.4034 | 1.2658 | 1.1251 |
129
+ | No log | 1.95 | 156 | 1.3653 | 0.4677 | 1.3653 | 1.1684 |
130
+ | No log | 1.975 | 158 | 1.3493 | 0.4882 | 1.3493 | 1.1616 |
131
+ | No log | 2.0 | 160 | 1.2738 | 0.4806 | 1.2738 | 1.1286 |
132
+ | No log | 2.025 | 162 | 1.4033 | 0.4148 | 1.4033 | 1.1846 |
133
+ | No log | 2.05 | 164 | 1.6157 | 0.3857 | 1.6157 | 1.2711 |
134
+ | No log | 2.075 | 166 | 1.4870 | 0.4058 | 1.4870 | 1.2194 |
135
+ | No log | 2.1 | 168 | 1.2101 | 0.5116 | 1.2101 | 1.1000 |
136
+ | No log | 2.125 | 170 | 1.1480 | 0.5354 | 1.1480 | 1.0715 |
137
+ | No log | 2.15 | 172 | 1.2062 | 0.5426 | 1.2062 | 1.0983 |
138
+ | No log | 2.175 | 174 | 1.2991 | 0.4806 | 1.2991 | 1.1398 |
139
+ | No log | 2.2 | 176 | 1.2999 | 0.4844 | 1.2999 | 1.1401 |
140
+ | No log | 2.225 | 178 | 1.2271 | 0.5039 | 1.2271 | 1.1077 |
141
+ | No log | 2.25 | 180 | 1.1872 | 0.3860 | 1.1872 | 1.0896 |
142
+ | No log | 2.275 | 182 | 1.1974 | 0.4202 | 1.1974 | 1.0942 |
143
+ | No log | 2.3 | 184 | 1.2330 | 0.5039 | 1.2330 | 1.1104 |
144
+ | No log | 2.325 | 186 | 1.3067 | 0.4615 | 1.3067 | 1.1431 |
145
+ | No log | 2.35 | 188 | 1.5785 | 0.3714 | 1.5785 | 1.2564 |
146
+ | No log | 2.375 | 190 | 1.7655 | 0.3380 | 1.7655 | 1.3287 |
147
+ | No log | 2.4 | 192 | 1.6283 | 0.3597 | 1.6283 | 1.2760 |
148
+ | No log | 2.425 | 194 | 1.3955 | 0.3852 | 1.3955 | 1.1813 |
149
+ | No log | 2.45 | 196 | 1.2357 | 0.4603 | 1.2357 | 1.1116 |
150
+ | No log | 2.475 | 198 | 1.2323 | 0.4603 | 1.2323 | 1.1101 |
151
+ | No log | 2.5 | 200 | 1.4106 | 0.4296 | 1.4106 | 1.1877 |
152
+ | No log | 2.525 | 202 | 1.7394 | 0.3497 | 1.7394 | 1.3189 |
153
+ | No log | 2.55 | 204 | 1.6529 | 0.3521 | 1.6529 | 1.2856 |
154
+ | No log | 2.575 | 206 | 1.3577 | 0.4361 | 1.3577 | 1.1652 |
155
+ | No log | 2.6 | 208 | 1.0786 | 0.5484 | 1.0786 | 1.0385 |
156
+ | No log | 2.625 | 210 | 1.0470 | 0.5938 | 1.0470 | 1.0232 |
157
+ | No log | 2.65 | 212 | 1.0547 | 0.6308 | 1.0547 | 1.0270 |
158
+ | No log | 2.675 | 214 | 1.2644 | 0.4394 | 1.2644 | 1.1244 |
159
+ | No log | 2.7 | 216 | 1.4849 | 0.3504 | 1.4849 | 1.2185 |
160
+ | No log | 2.725 | 218 | 1.5542 | 0.3504 | 1.5542 | 1.2467 |
161
+ | No log | 2.75 | 220 | 1.4352 | 0.4615 | 1.4352 | 1.1980 |
162
+ | No log | 2.775 | 222 | 1.3328 | 0.4754 | 1.3328 | 1.1545 |
163
+ | No log | 2.8 | 224 | 1.2484 | 0.3860 | 1.2484 | 1.1173 |
164
+ | No log | 2.825 | 226 | 1.2583 | 0.3214 | 1.2583 | 1.1218 |
165
+ | No log | 2.85 | 228 | 1.2893 | 0.4483 | 1.2893 | 1.1355 |
166
+ | No log | 2.875 | 230 | 1.4055 | 0.4640 | 1.4055 | 1.1855 |
167
+ | No log | 2.9 | 232 | 1.5630 | 0.3676 | 1.5630 | 1.2502 |
168
+ | No log | 2.925 | 234 | 1.6011 | 0.3309 | 1.6011 | 1.2653 |
169
+ | No log | 2.95 | 236 | 1.4764 | 0.4030 | 1.4764 | 1.2151 |
170
+ | No log | 2.975 | 238 | 1.3155 | 0.5366 | 1.3155 | 1.1470 |
171
+ | No log | 3.0 | 240 | 1.2459 | 0.5366 | 1.2459 | 1.1162 |
172
+ | No log | 3.025 | 242 | 1.3064 | 0.5366 | 1.3064 | 1.1430 |
173
+ | No log | 3.05 | 244 | 1.4749 | 0.4308 | 1.4749 | 1.2145 |
174
+ | No log | 3.075 | 246 | 1.5650 | 0.3852 | 1.5650 | 1.2510 |
175
+ | No log | 3.1 | 248 | 1.4984 | 0.4060 | 1.4984 | 1.2241 |
176
+ | No log | 3.125 | 250 | 1.3399 | 0.512 | 1.3399 | 1.1576 |
177
+ | No log | 3.15 | 252 | 1.2543 | 0.5203 | 1.2543 | 1.1200 |
178
+ | No log | 3.175 | 254 | 1.2900 | 0.4921 | 1.2900 | 1.1358 |
179
+ | No log | 3.2 | 256 | 1.4427 | 0.4462 | 1.4427 | 1.2011 |
180
+ | No log | 3.225 | 258 | 1.5756 | 0.3824 | 1.5756 | 1.2552 |
181
+ | No log | 3.25 | 260 | 1.6242 | 0.3824 | 1.6242 | 1.2744 |
182
+ | No log | 3.275 | 262 | 1.5372 | 0.3609 | 1.5372 | 1.2399 |
183
+ | No log | 3.3 | 264 | 1.3995 | 0.4462 | 1.3995 | 1.1830 |
184
+ | No log | 3.325 | 266 | 1.4174 | 0.4122 | 1.4174 | 1.1906 |
185
+ | No log | 3.35 | 268 | 1.6244 | 0.3453 | 1.6244 | 1.2745 |
186
+ | No log | 3.375 | 270 | 1.8935 | 0.2817 | 1.8935 | 1.3760 |
187
+ | No log | 3.4 | 272 | 1.9807 | 0.2639 | 1.9807 | 1.4074 |
188
+ | No log | 3.425 | 274 | 1.8010 | 0.3121 | 1.8010 | 1.3420 |
189
+ | No log | 3.45 | 276 | 1.4647 | 0.3582 | 1.4647 | 1.2102 |
190
+ | No log | 3.475 | 278 | 1.2699 | 0.5156 | 1.2699 | 1.1269 |
191
+ | No log | 3.5 | 280 | 1.2353 | 0.5528 | 1.2353 | 1.1115 |
192
+ | No log | 3.525 | 282 | 1.2734 | 0.5041 | 1.2734 | 1.1284 |
193
+ | No log | 3.55 | 284 | 1.3894 | 0.496 | 1.3894 | 1.1787 |
194
+ | No log | 3.575 | 286 | 1.5241 | 0.4211 | 1.5241 | 1.2346 |
195
+ | No log | 3.6 | 288 | 1.6011 | 0.3676 | 1.6011 | 1.2653 |
196
+ | No log | 3.625 | 290 | 1.5420 | 0.4 | 1.5420 | 1.2418 |
197
+ | No log | 3.65 | 292 | 1.4518 | 0.4060 | 1.4518 | 1.2049 |
198
+ | No log | 3.675 | 294 | 1.2592 | 0.4769 | 1.2592 | 1.1221 |
199
+ | No log | 3.7 | 296 | 1.1363 | 0.5625 | 1.1363 | 1.0660 |
200
+ | No log | 3.725 | 298 | 1.1463 | 0.5625 | 1.1463 | 1.0707 |
201
+ | No log | 3.75 | 300 | 1.3052 | 0.4651 | 1.3052 | 1.1425 |
202
+ | No log | 3.775 | 302 | 1.4654 | 0.4328 | 1.4654 | 1.2105 |
203
+ | No log | 3.8 | 304 | 1.4796 | 0.4361 | 1.4796 | 1.2164 |
204
+ | No log | 3.825 | 306 | 1.3658 | 0.4651 | 1.3658 | 1.1687 |
205
+ | No log | 3.85 | 308 | 1.3051 | 0.4286 | 1.3051 | 1.1424 |
206
+ | No log | 3.875 | 310 | 1.3236 | 0.4531 | 1.3236 | 1.1505 |
207
+ | No log | 3.9 | 312 | 1.4594 | 0.4545 | 1.4594 | 1.2080 |
208
+ | No log | 3.925 | 314 | 1.6651 | 0.3623 | 1.6651 | 1.2904 |
209
+ | No log | 3.95 | 316 | 1.6988 | 0.3286 | 1.6988 | 1.3034 |
210
+ | No log | 3.975 | 318 | 1.5471 | 0.3704 | 1.5471 | 1.2438 |
211
+ | No log | 4.0 | 320 | 1.3765 | 0.4615 | 1.3765 | 1.1732 |
212
+ | No log | 4.025 | 322 | 1.3536 | 0.4651 | 1.3536 | 1.1634 |
213
+ | No log | 4.05 | 324 | 1.3368 | 0.4651 | 1.3368 | 1.1562 |
214
+ | No log | 4.075 | 326 | 1.3318 | 0.4320 | 1.3318 | 1.1540 |
215
+ | No log | 4.1 | 328 | 1.3187 | 0.4918 | 1.3187 | 1.1483 |
216
+ | No log | 4.125 | 330 | 1.3531 | 0.4918 | 1.3531 | 1.1632 |
217
+ | No log | 4.15 | 332 | 1.4439 | 0.4409 | 1.4439 | 1.2016 |
218
+ | No log | 4.175 | 334 | 1.4988 | 0.4769 | 1.4988 | 1.2243 |
219
+ | No log | 4.2 | 336 | 1.4228 | 0.4651 | 1.4228 | 1.1928 |
220
+ | No log | 4.225 | 338 | 1.2937 | 0.4444 | 1.2937 | 1.1374 |
221
+ | No log | 4.25 | 340 | 1.2749 | 0.4531 | 1.2749 | 1.1291 |
222
+ | No log | 4.275 | 342 | 1.2651 | 0.4651 | 1.2651 | 1.1247 |
223
+ | No log | 4.3 | 344 | 1.3030 | 0.4615 | 1.3030 | 1.1415 |
224
+ | No log | 4.325 | 346 | 1.3268 | 0.4427 | 1.3268 | 1.1518 |
225
+ | No log | 4.35 | 348 | 1.4751 | 0.4380 | 1.4751 | 1.2145 |
226
+ | No log | 4.375 | 350 | 1.4571 | 0.4255 | 1.4571 | 1.2071 |
227
+ | No log | 4.4 | 352 | 1.3554 | 0.4060 | 1.3554 | 1.1642 |
228
+ | No log | 4.425 | 354 | 1.1977 | 0.4769 | 1.1977 | 1.0944 |
229
+ | No log | 4.45 | 356 | 1.1889 | 0.5038 | 1.1889 | 1.0903 |
230
+ | No log | 4.475 | 358 | 1.2974 | 0.4662 | 1.2974 | 1.1390 |
231
+ | No log | 4.5 | 360 | 1.4203 | 0.4118 | 1.4203 | 1.1918 |
232
+ | No log | 4.525 | 362 | 1.6167 | 0.3521 | 1.6167 | 1.2715 |
233
+ | No log | 4.55 | 364 | 1.6603 | 0.3521 | 1.6603 | 1.2885 |
234
+ | No log | 4.575 | 366 | 1.6309 | 0.3478 | 1.6309 | 1.2771 |
235
+ | No log | 4.6 | 368 | 1.5431 | 0.3824 | 1.5431 | 1.2422 |
236
+ | No log | 4.625 | 370 | 1.4981 | 0.3759 | 1.4981 | 1.2240 |
237
+ | No log | 4.65 | 372 | 1.3730 | 0.4651 | 1.3730 | 1.1717 |
238
+ | No log | 4.675 | 374 | 1.2168 | 0.5238 | 1.2168 | 1.1031 |
239
+ | No log | 4.7 | 376 | 1.2083 | 0.496 | 1.2083 | 1.0992 |
240
+ | No log | 4.725 | 378 | 1.3364 | 0.4615 | 1.3364 | 1.1560 |
241
+ | No log | 4.75 | 380 | 1.5423 | 0.4148 | 1.5423 | 1.2419 |
242
+ | No log | 4.775 | 382 | 1.6300 | 0.3796 | 1.6300 | 1.2767 |
243
+ | No log | 4.8 | 384 | 1.5222 | 0.4478 | 1.5222 | 1.2338 |
244
+ | No log | 4.825 | 386 | 1.3186 | 0.4651 | 1.3186 | 1.1483 |
245
+ | No log | 4.85 | 388 | 1.1377 | 0.5161 | 1.1377 | 1.0666 |
246
+ | No log | 4.875 | 390 | 1.0646 | 0.528 | 1.0646 | 1.0318 |
247
+ | No log | 4.9 | 392 | 1.1237 | 0.4844 | 1.1237 | 1.0600 |
248
+ | No log | 4.925 | 394 | 1.3544 | 0.4511 | 1.3543 | 1.1638 |
249
+ | No log | 4.95 | 396 | 1.5425 | 0.3824 | 1.5425 | 1.2420 |
250
+ | No log | 4.975 | 398 | 1.4347 | 0.4478 | 1.4347 | 1.1978 |
251
+ | No log | 5.0 | 400 | 1.2707 | 0.4697 | 1.2707 | 1.1272 |
252
+ | No log | 5.025 | 402 | 1.1791 | 0.5116 | 1.1791 | 1.0859 |
253
+ | No log | 5.05 | 404 | 1.0859 | 0.5161 | 1.0859 | 1.0421 |
254
+ | No log | 5.075 | 406 | 1.0961 | 0.528 | 1.0961 | 1.0469 |
255
+ | No log | 5.1 | 408 | 1.1958 | 0.4697 | 1.1958 | 1.0935 |
256
+ | No log | 5.125 | 410 | 1.4718 | 0.3971 | 1.4718 | 1.2132 |
257
+ | No log | 5.15 | 412 | 1.8354 | 0.2857 | 1.8354 | 1.3548 |
258
+ | No log | 5.175 | 414 | 1.9227 | 0.2378 | 1.9227 | 1.3866 |
259
+ | No log | 5.2 | 416 | 1.7947 | 0.2837 | 1.7947 | 1.3397 |
260
+ | No log | 5.225 | 418 | 1.4317 | 0.4478 | 1.4317 | 1.1966 |
261
+ | No log | 5.25 | 420 | 1.1171 | 0.48 | 1.1171 | 1.0569 |
262
+ | No log | 5.275 | 422 | 1.0773 | 0.4959 | 1.0773 | 1.0379 |
263
+ | No log | 5.3 | 424 | 1.1246 | 0.4918 | 1.1246 | 1.0605 |
264
+ | No log | 5.325 | 426 | 1.2554 | 0.4882 | 1.2554 | 1.1205 |
265
+ | No log | 5.35 | 428 | 1.4243 | 0.4545 | 1.4243 | 1.1934 |
266
+ | No log | 5.375 | 430 | 1.4085 | 0.4545 | 1.4085 | 1.1868 |
267
+ | No log | 5.4 | 432 | 1.2768 | 0.4806 | 1.2768 | 1.1300 |
268
+ | No log | 5.425 | 434 | 1.2005 | 0.512 | 1.2005 | 1.0957 |
269
+ | No log | 5.45 | 436 | 1.2507 | 0.5039 | 1.2507 | 1.1184 |
270
+ | No log | 5.475 | 438 | 1.3992 | 0.4462 | 1.3992 | 1.1829 |
271
+ | No log | 5.5 | 440 | 1.5459 | 0.4179 | 1.5459 | 1.2434 |
272
+ | No log | 5.525 | 442 | 1.7602 | 0.3022 | 1.7602 | 1.3267 |
273
+ | No log | 5.55 | 444 | 1.8992 | 0.2553 | 1.8992 | 1.3781 |
274
+ | No log | 5.575 | 446 | 1.8395 | 0.2857 | 1.8395 | 1.3563 |
275
+ | No log | 5.6 | 448 | 1.6809 | 0.3066 | 1.6809 | 1.2965 |
276
+ | No log | 5.625 | 450 | 1.6171 | 0.3504 | 1.6171 | 1.2716 |
277
+ | No log | 5.65 | 452 | 1.6833 | 0.3066 | 1.6833 | 1.2974 |
278
+ | No log | 5.675 | 454 | 1.5986 | 0.3731 | 1.5986 | 1.2644 |
279
+ | No log | 5.7 | 456 | 1.3916 | 0.4154 | 1.3916 | 1.1797 |
280
+ | No log | 5.725 | 458 | 1.2947 | 0.4882 | 1.2947 | 1.1378 |
281
+ | No log | 5.75 | 460 | 1.2272 | 0.4878 | 1.2272 | 1.1078 |
282
+ | No log | 5.775 | 462 | 1.2329 | 0.5203 | 1.2329 | 1.1103 |
283
+ | No log | 5.8 | 464 | 1.3008 | 0.4677 | 1.3008 | 1.1405 |
284
+ | No log | 5.825 | 466 | 1.4504 | 0.4154 | 1.4504 | 1.2043 |
285
+ | No log | 5.85 | 468 | 1.6627 | 0.3433 | 1.6627 | 1.2895 |
286
+ | No log | 5.875 | 470 | 1.7431 | 0.3066 | 1.7431 | 1.3203 |
287
+ | No log | 5.9 | 472 | 1.7117 | 0.3066 | 1.7117 | 1.3083 |
288
+ | No log | 5.925 | 474 | 1.5806 | 0.3609 | 1.5806 | 1.2572 |
289
+ | No log | 5.95 | 476 | 1.4433 | 0.3910 | 1.4433 | 1.2014 |
290
+ | No log | 5.975 | 478 | 1.3391 | 0.4375 | 1.3391 | 1.1572 |
291
+ | No log | 6.0 | 480 | 1.3259 | 0.4186 | 1.3259 | 1.1515 |
292
+ | No log | 6.025 | 482 | 1.3445 | 0.4 | 1.3445 | 1.1595 |
293
+ | No log | 6.05 | 484 | 1.4461 | 0.3910 | 1.4461 | 1.2025 |
294
+ | No log | 6.075 | 486 | 1.5468 | 0.3609 | 1.5468 | 1.2437 |
295
+ | No log | 6.1 | 488 | 1.5084 | 0.3511 | 1.5084 | 1.2282 |
296
+ | No log | 6.125 | 490 | 1.3753 | 0.4762 | 1.3753 | 1.1727 |
297
+ | No log | 6.15 | 492 | 1.3631 | 0.496 | 1.3631 | 1.1675 |
298
+ | No log | 6.175 | 494 | 1.3674 | 0.496 | 1.3674 | 1.1694 |
299
+ | No log | 6.2 | 496 | 1.3920 | 0.496 | 1.3920 | 1.1798 |
300
+ | No log | 6.225 | 498 | 1.4096 | 0.4762 | 1.4096 | 1.1873 |
301
+ | 0.4085 | 6.25 | 500 | 1.4311 | 0.4724 | 1.4311 | 1.1963 |
302
+ | 0.4085 | 6.275 | 502 | 1.4991 | 0.4091 | 1.4991 | 1.2244 |
303
+ | 0.4085 | 6.3 | 504 | 1.6641 | 0.3134 | 1.6641 | 1.2900 |
304
+ | 0.4085 | 6.325 | 506 | 1.7147 | 0.2609 | 1.7147 | 1.3095 |
305
+ | 0.4085 | 6.35 | 508 | 1.6181 | 0.3582 | 1.6181 | 1.2720 |
306
+ | 0.4085 | 6.375 | 510 | 1.4761 | 0.4275 | 1.4761 | 1.2149 |
 
307
 
308
 
309
  ### Framework versions
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