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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task1_organization

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Training in progress, step 500

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  1. README.md +273 -266
  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_run2_AugV5_k5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_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: 0.7963
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- - Qwk: 0.6617
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- - Mse: 0.7963
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- - Rmse: 0.8923
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  ## Model description
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@@ -47,266 +47,273 @@ 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 | 0.0769 | 2 | 7.0727 | 0.0114 | 7.0727 | 2.6595 |
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- | No log | 0.1538 | 4 | 4.8908 | 0.0530 | 4.8908 | 2.2115 |
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- | No log | 0.2308 | 6 | 3.0246 | 0.0952 | 3.0246 | 1.7391 |
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- | No log | 0.3077 | 8 | 2.4077 | 0.0 | 2.4077 | 1.5517 |
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- | No log | 0.3846 | 10 | 1.9836 | 0.2241 | 1.9836 | 1.4084 |
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- | No log | 0.4615 | 12 | 1.8927 | 0.1538 | 1.8927 | 1.3758 |
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- | No log | 0.5385 | 14 | 1.8978 | 0.1165 | 1.8978 | 1.3776 |
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- | No log | 0.6154 | 16 | 1.8032 | 0.0396 | 1.8032 | 1.3428 |
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- | No log | 0.6923 | 18 | 1.7170 | 0.0396 | 1.7170 | 1.3103 |
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- | No log | 0.7692 | 20 | 1.7382 | 0.1346 | 1.7382 | 1.3184 |
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- | No log | 0.8462 | 22 | 1.9195 | 0.2393 | 1.9195 | 1.3855 |
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- | No log | 0.9231 | 24 | 2.1746 | 0.1037 | 2.1746 | 1.4746 |
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- | No log | 1.0 | 26 | 2.2968 | 0.0571 | 2.2968 | 1.5155 |
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- | No log | 1.0769 | 28 | 2.3046 | 0.0142 | 2.3046 | 1.5181 |
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- | No log | 1.1538 | 30 | 2.1247 | 0.0826 | 2.1247 | 1.4576 |
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- | No log | 1.2308 | 32 | 1.8369 | 0.0784 | 1.8369 | 1.3553 |
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- | No log | 1.3077 | 34 | 1.6443 | 0.1284 | 1.6443 | 1.2823 |
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- | No log | 1.3846 | 36 | 1.5747 | 0.2857 | 1.5747 | 1.2549 |
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- | No log | 1.4615 | 38 | 1.5618 | 0.3548 | 1.5618 | 1.2497 |
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- | No log | 1.5385 | 40 | 1.4710 | 0.3443 | 1.4710 | 1.2129 |
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- | No log | 1.6154 | 42 | 1.3062 | 0.3009 | 1.3062 | 1.1429 |
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- | No log | 1.6923 | 44 | 1.3492 | 0.1524 | 1.3492 | 1.1615 |
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- | No log | 1.7692 | 46 | 1.3545 | 0.2243 | 1.3545 | 1.1638 |
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- | No log | 1.8462 | 48 | 1.4064 | 0.2056 | 1.4064 | 1.1859 |
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- | No log | 1.9231 | 50 | 1.5181 | 0.3833 | 1.5181 | 1.2321 |
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- | No log | 2.0 | 52 | 1.6467 | 0.3710 | 1.6467 | 1.2832 |
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- | No log | 2.0769 | 54 | 1.6372 | 0.3279 | 1.6372 | 1.2795 |
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- | No log | 2.1538 | 56 | 1.6550 | 0.3279 | 1.6550 | 1.2865 |
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- | No log | 2.2308 | 58 | 1.6159 | 0.3000 | 1.6159 | 1.2712 |
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- | No log | 2.3077 | 60 | 1.5825 | 0.2321 | 1.5825 | 1.2580 |
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- | No log | 2.3846 | 62 | 1.5187 | 0.2435 | 1.5187 | 1.2323 |
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- | No log | 2.4615 | 64 | 1.6223 | 0.3492 | 1.6223 | 1.2737 |
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- | No log | 2.5385 | 66 | 1.7892 | 0.3731 | 1.7892 | 1.3376 |
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- | No log | 2.6154 | 68 | 2.0587 | 0.3067 | 2.0587 | 1.4348 |
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- | No log | 2.6923 | 70 | 1.8536 | 0.3946 | 1.8536 | 1.3615 |
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- | No log | 2.7692 | 72 | 1.4197 | 0.4032 | 1.4197 | 1.1915 |
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- | No log | 2.8462 | 74 | 1.2362 | 0.5156 | 1.2362 | 1.1118 |
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- | No log | 2.9231 | 76 | 1.2163 | 0.4667 | 1.2163 | 1.1029 |
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- | No log | 3.0 | 78 | 1.1975 | 0.5366 | 1.1975 | 1.0943 |
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- | No log | 3.0769 | 80 | 1.1575 | 0.5312 | 1.1575 | 1.0759 |
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- | No log | 3.1538 | 82 | 1.1464 | 0.5426 | 1.1464 | 1.0707 |
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- | No log | 3.2308 | 84 | 1.0842 | 0.5538 | 1.0842 | 1.0412 |
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- | No log | 3.3077 | 86 | 1.1584 | 0.5778 | 1.1584 | 1.0763 |
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- | No log | 3.3846 | 88 | 1.3366 | 0.5468 | 1.3366 | 1.1561 |
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- | No log | 3.4615 | 90 | 1.4964 | 0.5517 | 1.4964 | 1.2233 |
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- | No log | 3.5385 | 92 | 1.3271 | 0.5547 | 1.3271 | 1.1520 |
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- | No log | 3.6154 | 94 | 1.0797 | 0.5581 | 1.0797 | 1.0391 |
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- | No log | 3.6923 | 96 | 0.9850 | 0.5271 | 0.9850 | 0.9925 |
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- | No log | 3.7692 | 98 | 0.9668 | 0.5231 | 0.9668 | 0.9833 |
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- | No log | 3.8462 | 100 | 0.9468 | 0.6015 | 0.9468 | 0.9730 |
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- | No log | 3.9231 | 102 | 0.9542 | 0.6222 | 0.9542 | 0.9768 |
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- | No log | 4.0 | 104 | 1.0539 | 0.6377 | 1.0539 | 1.0266 |
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- | No log | 4.0769 | 106 | 0.9200 | 0.6131 | 0.9200 | 0.9592 |
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- | No log | 4.1538 | 108 | 0.9119 | 0.5985 | 0.9119 | 0.9549 |
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- | No log | 4.2308 | 110 | 1.0335 | 0.5581 | 1.0335 | 1.0166 |
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- | No log | 4.3077 | 112 | 0.9638 | 0.6154 | 0.9638 | 0.9817 |
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- | No log | 4.3846 | 114 | 0.8220 | 0.6087 | 0.8220 | 0.9066 |
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- | No log | 4.4615 | 116 | 0.8726 | 0.6176 | 0.8726 | 0.9341 |
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- | No log | 4.5385 | 118 | 0.9474 | 0.6029 | 0.9474 | 0.9733 |
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- | No log | 4.6154 | 120 | 0.9618 | 0.6483 | 0.9618 | 0.9807 |
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- | No log | 4.6923 | 122 | 0.8779 | 0.6525 | 0.8779 | 0.9369 |
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- | No log | 4.7692 | 124 | 0.7796 | 0.6269 | 0.7796 | 0.8829 |
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- | No log | 4.8462 | 126 | 0.9365 | 0.6395 | 0.9365 | 0.9677 |
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- | No log | 4.9231 | 128 | 1.2029 | 0.5479 | 1.2029 | 1.0968 |
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- | No log | 5.0 | 130 | 1.1624 | 0.5890 | 1.1624 | 1.0781 |
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- | No log | 5.0769 | 132 | 0.8314 | 0.6803 | 0.8314 | 0.9118 |
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- | No log | 5.1538 | 134 | 0.6554 | 0.7368 | 0.6554 | 0.8096 |
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- | No log | 5.2308 | 136 | 0.6678 | 0.7925 | 0.6678 | 0.8172 |
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- | No log | 5.3077 | 138 | 0.6571 | 0.7162 | 0.6571 | 0.8106 |
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- | No log | 5.3846 | 140 | 0.8104 | 0.6418 | 0.8104 | 0.9002 |
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- | No log | 5.4615 | 142 | 1.0870 | 0.5797 | 1.0870 | 1.0426 |
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- | No log | 5.5385 | 144 | 1.0861 | 0.6267 | 1.0861 | 1.0422 |
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- | No log | 5.6154 | 146 | 0.7877 | 0.6667 | 0.7877 | 0.8875 |
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- | No log | 5.6923 | 148 | 0.6710 | 0.7429 | 0.6710 | 0.8191 |
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- | No log | 5.7692 | 150 | 0.8290 | 0.7317 | 0.8290 | 0.9105 |
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- | No log | 5.8462 | 152 | 0.8291 | 0.7317 | 0.8291 | 0.9106 |
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- | No log | 5.9231 | 154 | 0.7149 | 0.7162 | 0.7149 | 0.8455 |
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- | No log | 6.0 | 156 | 0.6496 | 0.7324 | 0.6496 | 0.8060 |
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- | No log | 6.0769 | 158 | 0.6267 | 0.7445 | 0.6267 | 0.7917 |
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- | No log | 6.1538 | 160 | 0.6442 | 0.7234 | 0.6442 | 0.8026 |
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- | No log | 6.2308 | 162 | 0.6124 | 0.7606 | 0.6124 | 0.7825 |
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- | No log | 6.3077 | 164 | 0.6307 | 0.7755 | 0.6307 | 0.7942 |
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- | No log | 6.3846 | 166 | 0.6173 | 0.7586 | 0.6173 | 0.7857 |
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- | No log | 6.4615 | 168 | 0.6516 | 0.7050 | 0.6516 | 0.8072 |
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- | No log | 6.5385 | 170 | 0.7953 | 0.6471 | 0.7953 | 0.8918 |
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- | No log | 6.6154 | 172 | 0.9853 | 0.6027 | 0.9853 | 0.9926 |
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- | No log | 6.6923 | 174 | 1.1339 | 0.5429 | 1.1339 | 1.0649 |
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- | No log | 6.7692 | 176 | 1.1431 | 0.4965 | 1.1431 | 1.0692 |
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- | No log | 6.8462 | 178 | 1.1175 | 0.5035 | 1.1175 | 1.0571 |
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- | No log | 6.9231 | 180 | 0.9947 | 0.6143 | 0.9947 | 0.9973 |
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- | No log | 7.0 | 182 | 0.9120 | 0.6713 | 0.9120 | 0.9550 |
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- | No log | 7.0769 | 184 | 0.8428 | 0.6809 | 0.8428 | 0.9180 |
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- | No log | 7.1538 | 186 | 0.7908 | 0.6806 | 0.7908 | 0.8893 |
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- | No log | 7.2308 | 188 | 0.8631 | 0.6528 | 0.8631 | 0.9290 |
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- | No log | 7.3077 | 190 | 1.0008 | 0.5899 | 1.0008 | 1.0004 |
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- | No log | 7.3846 | 192 | 0.9272 | 0.5564 | 0.9272 | 0.9629 |
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- | No log | 7.4615 | 194 | 0.8243 | 0.6154 | 0.8243 | 0.9079 |
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- | No log | 7.5385 | 196 | 0.7469 | 0.6767 | 0.7469 | 0.8642 |
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- | No log | 7.6154 | 198 | 0.7383 | 0.6963 | 0.7383 | 0.8592 |
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- | No log | 7.6923 | 200 | 0.6773 | 0.7338 | 0.6773 | 0.8230 |
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- | No log | 7.7692 | 202 | 0.6865 | 0.7194 | 0.6865 | 0.8286 |
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- | No log | 7.8462 | 204 | 0.9706 | 0.5755 | 0.9706 | 0.9852 |
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- | No log | 7.9231 | 206 | 1.2025 | 0.5793 | 1.2025 | 1.0966 |
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- | No log | 8.0 | 208 | 1.2513 | 0.5634 | 1.2513 | 1.1186 |
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- | No log | 8.0769 | 210 | 1.1213 | 0.5674 | 1.1213 | 1.0589 |
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- | No log | 8.1538 | 212 | 0.9132 | 0.5693 | 0.9132 | 0.9556 |
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- | No log | 8.2308 | 214 | 0.8910 | 0.5882 | 0.8910 | 0.9439 |
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- | No log | 8.3077 | 216 | 0.8490 | 0.6074 | 0.8490 | 0.9214 |
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- | No log | 8.3846 | 218 | 0.7795 | 0.6620 | 0.7795 | 0.8829 |
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- | No log | 8.4615 | 220 | 0.7330 | 0.6483 | 0.7330 | 0.8562 |
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- | No log | 8.5385 | 222 | 0.6940 | 0.6806 | 0.6940 | 0.8331 |
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- | No log | 8.6154 | 224 | 0.7391 | 0.6809 | 0.7391 | 0.8597 |
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- | No log | 8.6923 | 226 | 0.7874 | 0.6853 | 0.7874 | 0.8873 |
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- | No log | 8.7692 | 228 | 0.7888 | 0.6892 | 0.7888 | 0.8881 |
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- | No log | 8.8462 | 230 | 0.7666 | 0.7105 | 0.7666 | 0.8756 |
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- | No log | 8.9231 | 232 | 0.7901 | 0.6757 | 0.7901 | 0.8889 |
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- | No log | 9.0 | 234 | 0.8303 | 0.6531 | 0.8303 | 0.9112 |
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- | No log | 9.0769 | 236 | 0.8178 | 0.6483 | 0.8178 | 0.9043 |
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- | No log | 9.1538 | 238 | 0.8610 | 0.6331 | 0.8610 | 0.9279 |
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- | No log | 9.2308 | 240 | 0.7792 | 0.6528 | 0.7792 | 0.8827 |
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- | No log | 9.3077 | 242 | 0.7594 | 0.6667 | 0.7594 | 0.8715 |
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- | No log | 9.3846 | 244 | 0.7696 | 0.6861 | 0.7696 | 0.8773 |
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- | No log | 9.4615 | 246 | 0.8323 | 0.7059 | 0.8323 | 0.9123 |
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- | No log | 9.5385 | 248 | 0.9173 | 0.6154 | 0.9173 | 0.9577 |
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- | No log | 9.6154 | 250 | 0.9376 | 0.6260 | 0.9376 | 0.9683 |
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- | No log | 9.6923 | 252 | 0.8574 | 0.6716 | 0.8574 | 0.9260 |
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- | No log | 9.7692 | 254 | 0.7485 | 0.7194 | 0.7485 | 0.8651 |
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- | No log | 9.8462 | 256 | 0.7773 | 0.6763 | 0.7773 | 0.8816 |
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- | No log | 9.9231 | 258 | 0.7916 | 0.6712 | 0.7916 | 0.8897 |
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- | No log | 10.0 | 260 | 0.7042 | 0.7619 | 0.7042 | 0.8392 |
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- | No log | 10.0769 | 262 | 0.6735 | 0.7755 | 0.6735 | 0.8207 |
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- | No log | 10.1538 | 264 | 0.7560 | 0.7083 | 0.7560 | 0.8695 |
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- | No log | 10.2308 | 266 | 0.9725 | 0.6423 | 0.9725 | 0.9861 |
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- | No log | 10.3077 | 268 | 1.0832 | 0.5797 | 1.0832 | 1.0408 |
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- | No log | 10.3846 | 270 | 1.1354 | 0.5522 | 1.1354 | 1.0655 |
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- | No log | 10.4615 | 272 | 1.1633 | 0.5652 | 1.1633 | 1.0786 |
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- | No log | 10.5385 | 274 | 1.1486 | 0.5493 | 1.1486 | 1.0717 |
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- | No log | 10.6154 | 276 | 0.9576 | 0.6712 | 0.9576 | 0.9786 |
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- | No log | 10.6923 | 278 | 0.8399 | 0.6571 | 0.8399 | 0.9165 |
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- | No log | 10.7692 | 280 | 0.7669 | 0.6849 | 0.7669 | 0.8757 |
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- | No log | 10.8462 | 282 | 0.7902 | 0.7451 | 0.7902 | 0.8889 |
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- | No log | 10.9231 | 284 | 0.7652 | 0.7123 | 0.7652 | 0.8748 |
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- | No log | 11.0 | 286 | 0.8437 | 0.6714 | 0.8437 | 0.9185 |
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- | No log | 11.0769 | 288 | 0.9504 | 0.6119 | 0.9504 | 0.9749 |
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- | No log | 11.1538 | 290 | 0.9223 | 0.6370 | 0.9223 | 0.9603 |
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- | No log | 11.2308 | 292 | 0.9021 | 0.6866 | 0.9021 | 0.9498 |
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- | No log | 11.3077 | 294 | 0.8890 | 0.6912 | 0.8890 | 0.9429 |
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- | No log | 11.3846 | 296 | 0.9419 | 0.6119 | 0.9419 | 0.9705 |
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- | No log | 11.4615 | 298 | 0.9880 | 0.6131 | 0.9880 | 0.9940 |
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- | No log | 11.5385 | 300 | 0.8848 | 0.7059 | 0.8848 | 0.9407 |
202
- | No log | 11.6154 | 302 | 0.7340 | 0.6980 | 0.7340 | 0.8567 |
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- | No log | 11.6923 | 304 | 0.7072 | 0.7320 | 0.7072 | 0.8410 |
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- | No log | 11.7692 | 306 | 0.7447 | 0.6962 | 0.7447 | 0.8629 |
205
- | No log | 11.8462 | 308 | 0.6998 | 0.7439 | 0.6998 | 0.8366 |
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- | No log | 11.9231 | 310 | 0.6963 | 0.75 | 0.6963 | 0.8344 |
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- | No log | 12.0 | 312 | 0.6654 | 0.7421 | 0.6654 | 0.8157 |
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- | No log | 12.0769 | 314 | 0.6950 | 0.7355 | 0.6950 | 0.8337 |
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- | No log | 12.1538 | 316 | 0.7476 | 0.7237 | 0.7476 | 0.8646 |
210
- | No log | 12.2308 | 318 | 0.8042 | 0.7123 | 0.8042 | 0.8967 |
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- | No log | 12.3077 | 320 | 0.9521 | 0.6338 | 0.9521 | 0.9757 |
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- | No log | 12.3846 | 322 | 0.9958 | 0.6061 | 0.9958 | 0.9979 |
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- | No log | 12.4615 | 324 | 0.9534 | 0.6212 | 0.9534 | 0.9764 |
214
- | No log | 12.5385 | 326 | 0.8264 | 0.6569 | 0.8264 | 0.9090 |
215
- | No log | 12.6154 | 328 | 0.7579 | 0.6957 | 0.7579 | 0.8706 |
216
- | No log | 12.6923 | 330 | 0.7091 | 0.7692 | 0.7091 | 0.8421 |
217
- | No log | 12.7692 | 332 | 0.7119 | 0.7582 | 0.7119 | 0.8437 |
218
- | No log | 12.8462 | 334 | 0.6933 | 0.7582 | 0.6933 | 0.8326 |
219
- | No log | 12.9231 | 336 | 0.6669 | 0.7194 | 0.6669 | 0.8166 |
220
- | No log | 13.0 | 338 | 0.6958 | 0.7194 | 0.6958 | 0.8342 |
221
- | No log | 13.0769 | 340 | 0.7253 | 0.7153 | 0.7253 | 0.8516 |
222
- | No log | 13.1538 | 342 | 0.7409 | 0.6917 | 0.7409 | 0.8608 |
223
- | No log | 13.2308 | 344 | 0.8032 | 0.6466 | 0.8032 | 0.8962 |
224
- | No log | 13.3077 | 346 | 0.8484 | 0.6667 | 0.8484 | 0.9211 |
225
- | No log | 13.3846 | 348 | 0.8058 | 0.6667 | 0.8058 | 0.8977 |
226
- | No log | 13.4615 | 350 | 0.7268 | 0.7324 | 0.7268 | 0.8525 |
227
- | No log | 13.5385 | 352 | 0.7243 | 0.6917 | 0.7243 | 0.8510 |
228
- | No log | 13.6154 | 354 | 0.7437 | 0.6917 | 0.7437 | 0.8624 |
229
- | No log | 13.6923 | 356 | 0.7878 | 0.6815 | 0.7878 | 0.8876 |
230
- | No log | 13.7692 | 358 | 0.9193 | 0.6216 | 0.9193 | 0.9588 |
231
- | No log | 13.8462 | 360 | 1.0167 | 0.6069 | 1.0167 | 1.0083 |
232
- | No log | 13.9231 | 362 | 0.9449 | 0.6241 | 0.9449 | 0.9721 |
233
- | No log | 14.0 | 364 | 0.8393 | 0.6383 | 0.8393 | 0.9161 |
234
- | No log | 14.0769 | 366 | 0.7069 | 0.6809 | 0.7069 | 0.8408 |
235
- | No log | 14.1538 | 368 | 0.6856 | 0.6763 | 0.6856 | 0.8280 |
236
- | No log | 14.2308 | 370 | 0.7520 | 0.6618 | 0.7520 | 0.8672 |
237
- | No log | 14.3077 | 372 | 0.8419 | 0.6809 | 0.8419 | 0.9176 |
238
- | No log | 14.3846 | 374 | 0.8148 | 0.6667 | 0.8148 | 0.9027 |
239
- | No log | 14.4615 | 376 | 0.8363 | 0.6870 | 0.8363 | 0.9145 |
240
- | No log | 14.5385 | 378 | 0.8495 | 0.6615 | 0.8495 | 0.9217 |
241
- | No log | 14.6154 | 380 | 0.8866 | 0.6462 | 0.8866 | 0.9416 |
242
- | No log | 14.6923 | 382 | 0.9276 | 0.6087 | 0.9276 | 0.9631 |
243
- | No log | 14.7692 | 384 | 0.9072 | 0.6620 | 0.9072 | 0.9525 |
244
- | No log | 14.8462 | 386 | 0.7693 | 0.7075 | 0.7693 | 0.8771 |
245
- | No log | 14.9231 | 388 | 0.6640 | 0.72 | 0.6640 | 0.8149 |
246
- | No log | 15.0 | 390 | 0.6383 | 0.7324 | 0.6383 | 0.7990 |
247
- | No log | 15.0769 | 392 | 0.6577 | 0.6957 | 0.6577 | 0.8110 |
248
- | No log | 15.1538 | 394 | 0.7255 | 0.7222 | 0.7255 | 0.8518 |
249
- | No log | 15.2308 | 396 | 0.9230 | 0.6494 | 0.9230 | 0.9607 |
250
- | No log | 15.3077 | 398 | 0.9451 | 0.6345 | 0.9451 | 0.9722 |
251
- | No log | 15.3846 | 400 | 0.9064 | 0.6338 | 0.9064 | 0.9520 |
252
- | No log | 15.4615 | 402 | 0.8684 | 0.6571 | 0.8684 | 0.9319 |
253
- | No log | 15.5385 | 404 | 0.8053 | 0.6963 | 0.8053 | 0.8974 |
254
- | No log | 15.6154 | 406 | 0.8451 | 0.6861 | 0.8451 | 0.9193 |
255
- | No log | 15.6923 | 408 | 0.9143 | 0.6434 | 0.9143 | 0.9562 |
256
- | No log | 15.7692 | 410 | 0.9004 | 0.7219 | 0.9004 | 0.9489 |
257
- | No log | 15.8462 | 412 | 0.7839 | 0.7674 | 0.7839 | 0.8854 |
258
- | No log | 15.9231 | 414 | 0.7524 | 0.7529 | 0.7524 | 0.8674 |
259
- | No log | 16.0 | 416 | 0.8038 | 0.7305 | 0.8038 | 0.8966 |
260
- | No log | 16.0769 | 418 | 0.8411 | 0.6797 | 0.8411 | 0.9171 |
261
- | No log | 16.1538 | 420 | 0.7983 | 0.6901 | 0.7983 | 0.8935 |
262
- | No log | 16.2308 | 422 | 0.8335 | 0.6713 | 0.8335 | 0.9130 |
263
- | No log | 16.3077 | 424 | 0.9276 | 0.5954 | 0.9276 | 0.9631 |
264
- | No log | 16.3846 | 426 | 0.9434 | 0.6412 | 0.9434 | 0.9713 |
265
- | No log | 16.4615 | 428 | 0.9304 | 0.6412 | 0.9304 | 0.9646 |
266
- | No log | 16.5385 | 430 | 0.9594 | 0.6418 | 0.9594 | 0.9795 |
267
- | No log | 16.6154 | 432 | 0.9224 | 0.6370 | 0.9224 | 0.9604 |
268
- | No log | 16.6923 | 434 | 0.8434 | 0.6383 | 0.8434 | 0.9184 |
269
- | No log | 16.7692 | 436 | 0.7309 | 0.7 | 0.7309 | 0.8549 |
270
- | No log | 16.8462 | 438 | 0.7176 | 0.7092 | 0.7176 | 0.8471 |
271
- | No log | 16.9231 | 440 | 0.6711 | 0.7413 | 0.6711 | 0.8192 |
272
- | No log | 17.0 | 442 | 0.6878 | 0.7586 | 0.6878 | 0.8293 |
273
- | No log | 17.0769 | 444 | 0.6837 | 0.7550 | 0.6837 | 0.8269 |
274
- | No log | 17.1538 | 446 | 0.6572 | 0.7662 | 0.6572 | 0.8107 |
275
- | No log | 17.2308 | 448 | 0.6724 | 0.7662 | 0.6724 | 0.8200 |
276
- | No log | 17.3077 | 450 | 0.6660 | 0.7550 | 0.6660 | 0.8161 |
277
- | No log | 17.3846 | 452 | 0.6972 | 0.7451 | 0.6972 | 0.8350 |
278
- | No log | 17.4615 | 454 | 0.6950 | 0.7432 | 0.6950 | 0.8337 |
279
- | No log | 17.5385 | 456 | 0.7096 | 0.7101 | 0.7096 | 0.8424 |
280
- | No log | 17.6154 | 458 | 0.7147 | 0.7059 | 0.7147 | 0.8454 |
281
- | No log | 17.6923 | 460 | 0.7558 | 0.6715 | 0.7558 | 0.8694 |
282
- | No log | 17.7692 | 462 | 0.7817 | 0.6803 | 0.7817 | 0.8841 |
283
- | No log | 17.8462 | 464 | 0.7455 | 0.7432 | 0.7455 | 0.8634 |
284
- | No log | 17.9231 | 466 | 0.6974 | 0.7785 | 0.6974 | 0.8351 |
285
- | No log | 18.0 | 468 | 0.7233 | 0.7838 | 0.7233 | 0.8505 |
286
- | No log | 18.0769 | 470 | 0.7818 | 0.7467 | 0.7818 | 0.8842 |
287
- | No log | 18.1538 | 472 | 0.8634 | 0.6968 | 0.8634 | 0.9292 |
288
- | No log | 18.2308 | 474 | 0.9325 | 0.6490 | 0.9325 | 0.9657 |
289
- | No log | 18.3077 | 476 | 0.9231 | 0.6853 | 0.9231 | 0.9608 |
290
- | No log | 18.3846 | 478 | 0.9210 | 0.7 | 0.9210 | 0.9597 |
291
- | No log | 18.4615 | 480 | 0.8486 | 0.7101 | 0.8486 | 0.9212 |
292
- | No log | 18.5385 | 482 | 0.7945 | 0.6917 | 0.7945 | 0.8914 |
293
- | No log | 18.6154 | 484 | 0.7750 | 0.7050 | 0.7750 | 0.8803 |
294
- | No log | 18.6923 | 486 | 0.7260 | 0.7465 | 0.7260 | 0.8521 |
295
- | No log | 18.7692 | 488 | 0.6615 | 0.7397 | 0.6615 | 0.8133 |
296
- | No log | 18.8462 | 490 | 0.6298 | 0.7417 | 0.6298 | 0.7936 |
297
- | No log | 18.9231 | 492 | 0.6200 | 0.7595 | 0.6200 | 0.7874 |
298
- | No log | 19.0 | 494 | 0.6473 | 0.7421 | 0.6473 | 0.8046 |
299
- | No log | 19.0769 | 496 | 0.6705 | 0.7516 | 0.6705 | 0.8189 |
300
- | No log | 19.1538 | 498 | 0.7182 | 0.7105 | 0.7182 | 0.8475 |
301
- | 0.415 | 19.2308 | 500 | 0.7411 | 0.7211 | 0.7411 | 0.8609 |
302
- | 0.415 | 19.3077 | 502 | 0.7034 | 0.7626 | 0.7034 | 0.8387 |
303
- | 0.415 | 19.3846 | 504 | 0.7106 | 0.7353 | 0.7106 | 0.8430 |
304
- | 0.415 | 19.4615 | 506 | 0.7716 | 0.7286 | 0.7716 | 0.8784 |
305
- | 0.415 | 19.5385 | 508 | 0.8896 | 0.6761 | 0.8896 | 0.9432 |
306
- | 0.415 | 19.6154 | 510 | 0.9316 | 0.6667 | 0.9316 | 0.9652 |
307
- | 0.415 | 19.6923 | 512 | 0.9312 | 0.6370 | 0.9312 | 0.9650 |
308
- | 0.415 | 19.7692 | 514 | 0.8410 | 0.6617 | 0.8410 | 0.9170 |
309
- | 0.415 | 19.8462 | 516 | 0.7963 | 0.6617 | 0.7963 | 0.8923 |
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_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: 1.7465
19
+ - Qwk: 0.5320
20
+ - Mse: 1.7465
21
+ - Rmse: 1.3216
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 6.8468 | 0.0242 | 6.8468 | 2.6166 |
53
+ | No log | 0.2222 | 4 | 4.6415 | 0.0549 | 4.6415 | 2.1544 |
54
+ | No log | 0.3333 | 6 | 3.6682 | 0.0 | 3.6682 | 1.9153 |
55
+ | No log | 0.4444 | 8 | 3.2306 | -0.0312 | 3.2306 | 1.7974 |
56
+ | No log | 0.5556 | 10 | 2.6133 | 0.1655 | 2.6133 | 1.6166 |
57
+ | No log | 0.6667 | 12 | 2.3114 | 0.2270 | 2.3114 | 1.5203 |
58
+ | No log | 0.7778 | 14 | 2.1183 | 0.2143 | 2.1183 | 1.4554 |
59
+ | No log | 0.8889 | 16 | 2.5398 | 0.2086 | 2.5398 | 1.5937 |
60
+ | No log | 1.0 | 18 | 2.9574 | 0.2341 | 2.9574 | 1.7197 |
61
+ | No log | 1.1111 | 20 | 2.3815 | 0.3034 | 2.3815 | 1.5432 |
62
+ | No log | 1.2222 | 22 | 2.1068 | 0.3165 | 2.1068 | 1.4515 |
63
+ | No log | 1.3333 | 24 | 1.9698 | 0.2590 | 1.9698 | 1.4035 |
64
+ | No log | 1.4444 | 26 | 2.0894 | 0.3137 | 2.0894 | 1.4455 |
65
+ | No log | 1.5556 | 28 | 2.3093 | 0.3412 | 2.3093 | 1.5197 |
66
+ | No log | 1.6667 | 30 | 2.7019 | 0.2843 | 2.7019 | 1.6437 |
67
+ | No log | 1.7778 | 32 | 2.4037 | 0.2840 | 2.4037 | 1.5504 |
68
+ | No log | 1.8889 | 34 | 2.0115 | 0.3087 | 2.0115 | 1.4183 |
69
+ | No log | 2.0 | 36 | 1.2557 | 0.5156 | 1.2557 | 1.1206 |
70
+ | No log | 2.1111 | 38 | 1.3308 | 0.4262 | 1.3308 | 1.1536 |
71
+ | No log | 2.2222 | 40 | 1.3893 | 0.4298 | 1.3893 | 1.1787 |
72
+ | No log | 2.3333 | 42 | 1.2310 | 0.5556 | 1.2310 | 1.1095 |
73
+ | No log | 2.4444 | 44 | 1.3976 | 0.4088 | 1.3976 | 1.1822 |
74
+ | No log | 2.5556 | 46 | 2.5206 | 0.2955 | 2.5206 | 1.5876 |
75
+ | No log | 2.6667 | 48 | 2.9436 | 0.2617 | 2.9436 | 1.7157 |
76
+ | No log | 2.7778 | 50 | 2.6390 | 0.3220 | 2.6390 | 1.6245 |
77
+ | No log | 2.8889 | 52 | 2.2016 | 0.4420 | 2.2016 | 1.4838 |
78
+ | No log | 3.0 | 54 | 1.8901 | 0.4311 | 1.8901 | 1.3748 |
79
+ | No log | 3.1111 | 56 | 1.8146 | 0.4311 | 1.8146 | 1.3471 |
80
+ | No log | 3.2222 | 58 | 2.0441 | 0.4556 | 2.0441 | 1.4297 |
81
+ | No log | 3.3333 | 60 | 2.2144 | 0.4108 | 2.2144 | 1.4881 |
82
+ | No log | 3.4444 | 62 | 2.3137 | 0.4108 | 2.3137 | 1.5211 |
83
+ | No log | 3.5556 | 64 | 2.3185 | 0.4108 | 2.3185 | 1.5227 |
84
+ | No log | 3.6667 | 66 | 2.0726 | 0.3953 | 2.0726 | 1.4397 |
85
+ | No log | 3.7778 | 68 | 2.2708 | 0.4130 | 2.2708 | 1.5069 |
86
+ | No log | 3.8889 | 70 | 2.5912 | 0.3725 | 2.5912 | 1.6097 |
87
+ | No log | 4.0 | 72 | 2.2350 | 0.4149 | 2.2350 | 1.4950 |
88
+ | No log | 4.1111 | 74 | 1.9899 | 0.4541 | 1.9899 | 1.4106 |
89
+ | No log | 4.2222 | 76 | 2.4938 | 0.3846 | 2.4938 | 1.5792 |
90
+ | No log | 4.3333 | 78 | 3.2165 | 0.2532 | 3.2165 | 1.7935 |
91
+ | No log | 4.4444 | 80 | 3.5621 | 0.1893 | 3.5621 | 1.8873 |
92
+ | No log | 4.5556 | 82 | 2.6704 | 0.3791 | 2.6704 | 1.6341 |
93
+ | No log | 4.6667 | 84 | 1.4351 | 0.5486 | 1.4351 | 1.1980 |
94
+ | No log | 4.7778 | 86 | 1.2207 | 0.6405 | 1.2207 | 1.1049 |
95
+ | No log | 4.8889 | 88 | 1.2351 | 0.6040 | 1.2351 | 1.1114 |
96
+ | No log | 5.0 | 90 | 1.3823 | 0.5922 | 1.3823 | 1.1757 |
97
+ | No log | 5.1111 | 92 | 2.1924 | 0.4762 | 2.1924 | 1.4807 |
98
+ | No log | 5.2222 | 94 | 3.1046 | 0.3038 | 3.1046 | 1.7620 |
99
+ | No log | 5.3333 | 96 | 3.0995 | 0.3117 | 3.0995 | 1.7605 |
100
+ | No log | 5.4444 | 98 | 2.2369 | 0.4082 | 2.2369 | 1.4956 |
101
+ | No log | 5.5556 | 100 | 1.3396 | 0.5665 | 1.3396 | 1.1574 |
102
+ | No log | 5.6667 | 102 | 1.1234 | 0.6483 | 1.1234 | 1.0599 |
103
+ | No log | 5.7778 | 104 | 1.2048 | 0.5857 | 1.2048 | 1.0976 |
104
+ | No log | 5.8889 | 106 | 1.4243 | 0.475 | 1.4243 | 1.1934 |
105
+ | No log | 6.0 | 108 | 2.1812 | 0.4677 | 2.1812 | 1.4769 |
106
+ | No log | 6.1111 | 110 | 2.7292 | 0.3610 | 2.7292 | 1.6520 |
107
+ | No log | 6.2222 | 112 | 2.7245 | 0.3610 | 2.7245 | 1.6506 |
108
+ | No log | 6.3333 | 114 | 2.0748 | 0.4688 | 2.0748 | 1.4404 |
109
+ | No log | 6.4444 | 116 | 1.5849 | 0.5193 | 1.5849 | 1.2589 |
110
+ | No log | 6.5556 | 118 | 1.4408 | 0.6044 | 1.4408 | 1.2003 |
111
+ | No log | 6.6667 | 120 | 1.5632 | 0.5608 | 1.5632 | 1.2503 |
112
+ | No log | 6.7778 | 122 | 1.5534 | 0.5608 | 1.5534 | 1.2464 |
113
+ | No log | 6.8889 | 124 | 1.8452 | 0.5446 | 1.8452 | 1.3584 |
114
+ | No log | 7.0 | 126 | 1.7354 | 0.5463 | 1.7354 | 1.3173 |
115
+ | No log | 7.1111 | 128 | 1.6432 | 0.5616 | 1.6432 | 1.2819 |
116
+ | No log | 7.2222 | 130 | 1.6562 | 0.5616 | 1.6562 | 1.2869 |
117
+ | No log | 7.3333 | 132 | 1.4066 | 0.6073 | 1.4066 | 1.1860 |
118
+ | No log | 7.4444 | 134 | 1.2292 | 0.6145 | 1.2292 | 1.1087 |
119
+ | No log | 7.5556 | 136 | 1.2697 | 0.5870 | 1.2697 | 1.1268 |
120
+ | No log | 7.6667 | 138 | 1.7136 | 0.5616 | 1.7136 | 1.3090 |
121
+ | No log | 7.7778 | 140 | 1.8457 | 0.5320 | 1.8457 | 1.3586 |
122
+ | No log | 7.8889 | 142 | 1.5288 | 0.5714 | 1.5288 | 1.2364 |
123
+ | No log | 8.0 | 144 | 1.2730 | 0.5509 | 1.2730 | 1.1283 |
124
+ | No log | 8.1111 | 146 | 1.2561 | 0.5789 | 1.2561 | 1.1208 |
125
+ | No log | 8.2222 | 148 | 1.4045 | 0.4512 | 1.4045 | 1.1851 |
126
+ | No log | 8.3333 | 150 | 1.8000 | 0.5134 | 1.8000 | 1.3416 |
127
+ | No log | 8.4444 | 152 | 2.1627 | 0.4757 | 2.1627 | 1.4706 |
128
+ | No log | 8.5556 | 154 | 2.0124 | 0.4848 | 2.0124 | 1.4186 |
129
+ | No log | 8.6667 | 156 | 1.4748 | 0.5119 | 1.4748 | 1.2144 |
130
+ | No log | 8.7778 | 158 | 1.1949 | 0.6069 | 1.1949 | 1.0931 |
131
+ | No log | 8.8889 | 160 | 1.2035 | 0.6164 | 1.2035 | 1.0970 |
132
+ | No log | 9.0 | 162 | 1.2356 | 0.6069 | 1.2356 | 1.1116 |
133
+ | No log | 9.1111 | 164 | 1.2836 | 0.5443 | 1.2836 | 1.1329 |
134
+ | No log | 9.2222 | 166 | 1.6598 | 0.5087 | 1.6598 | 1.2883 |
135
+ | No log | 9.3333 | 168 | 2.5058 | 0.3779 | 2.5058 | 1.5830 |
136
+ | No log | 9.4444 | 170 | 2.8236 | 0.375 | 2.8236 | 1.6804 |
137
+ | No log | 9.5556 | 172 | 1.9768 | 0.4876 | 1.9768 | 1.4060 |
138
+ | No log | 9.6667 | 174 | 1.4904 | 0.5895 | 1.4904 | 1.2208 |
139
+ | No log | 9.7778 | 176 | 1.2607 | 0.6145 | 1.2607 | 1.1228 |
140
+ | No log | 9.8889 | 178 | 1.2242 | 0.6514 | 1.2242 | 1.1064 |
141
+ | No log | 10.0 | 180 | 1.0401 | 0.7018 | 1.0401 | 1.0199 |
142
+ | No log | 10.1111 | 182 | 0.9581 | 0.6707 | 0.9581 | 0.9788 |
143
+ | No log | 10.2222 | 184 | 1.0033 | 0.6786 | 1.0033 | 1.0017 |
144
+ | No log | 10.3333 | 186 | 1.2455 | 0.6304 | 1.2455 | 1.1160 |
145
+ | No log | 10.4444 | 188 | 1.8818 | 0.5050 | 1.8818 | 1.3718 |
146
+ | No log | 10.5556 | 190 | 2.2600 | 0.4608 | 2.2600 | 1.5033 |
147
+ | No log | 10.6667 | 192 | 1.9176 | 0.5192 | 1.9176 | 1.3848 |
148
+ | No log | 10.7778 | 194 | 1.4391 | 0.5895 | 1.4391 | 1.1996 |
149
+ | No log | 10.8889 | 196 | 1.1199 | 0.6744 | 1.1199 | 1.0583 |
150
+ | No log | 11.0 | 198 | 1.1502 | 0.6628 | 1.1502 | 1.0725 |
151
+ | No log | 11.1111 | 200 | 1.5282 | 0.5561 | 1.5282 | 1.2362 |
152
+ | No log | 11.2222 | 202 | 1.9516 | 0.4831 | 1.9516 | 1.3970 |
153
+ | No log | 11.3333 | 204 | 1.8868 | 0.49 | 1.8868 | 1.3736 |
154
+ | No log | 11.4444 | 206 | 1.7993 | 0.4845 | 1.7993 | 1.3414 |
155
+ | No log | 11.5556 | 208 | 1.6976 | 0.5340 | 1.6976 | 1.3029 |
156
+ | No log | 11.6667 | 210 | 1.6173 | 0.5864 | 1.6173 | 1.2717 |
157
+ | No log | 11.7778 | 212 | 1.9411 | 0.5050 | 1.9411 | 1.3932 |
158
+ | No log | 11.8889 | 214 | 1.7269 | 0.5492 | 1.7269 | 1.3141 |
159
+ | No log | 12.0 | 216 | 1.5344 | 0.5492 | 1.5344 | 1.2387 |
160
+ | No log | 12.1111 | 218 | 1.3552 | 0.6044 | 1.3552 | 1.1641 |
161
+ | No log | 12.2222 | 220 | 1.2048 | 0.6441 | 1.2048 | 1.0976 |
162
+ | No log | 12.3333 | 222 | 1.3088 | 0.6180 | 1.3088 | 1.1440 |
163
+ | No log | 12.4444 | 224 | 1.5446 | 0.5397 | 1.5446 | 1.2428 |
164
+ | No log | 12.5556 | 226 | 1.5014 | 0.5455 | 1.5014 | 1.2253 |
165
+ | No log | 12.6667 | 228 | 1.4093 | 0.5946 | 1.4093 | 1.1872 |
166
+ | No log | 12.7778 | 230 | 1.1609 | 0.6358 | 1.1609 | 1.0775 |
167
+ | No log | 12.8889 | 232 | 1.0558 | 0.7045 | 1.0558 | 1.0275 |
168
+ | No log | 13.0 | 234 | 1.1436 | 0.6740 | 1.1436 | 1.0694 |
169
+ | No log | 13.1111 | 236 | 1.4420 | 0.5381 | 1.4420 | 1.2008 |
170
+ | No log | 13.2222 | 238 | 1.6156 | 0.5455 | 1.6156 | 1.2711 |
171
+ | No log | 13.3333 | 240 | 1.3721 | 0.6425 | 1.3721 | 1.1714 |
172
+ | No log | 13.4444 | 242 | 1.4088 | 0.6425 | 1.4088 | 1.1869 |
173
+ | No log | 13.5556 | 244 | 1.4643 | 0.6114 | 1.4643 | 1.2101 |
174
+ | No log | 13.6667 | 246 | 1.4172 | 0.6096 | 1.4172 | 1.1905 |
175
+ | No log | 13.7778 | 248 | 1.4363 | 0.5806 | 1.4363 | 1.1985 |
176
+ | No log | 13.8889 | 250 | 1.3989 | 0.5856 | 1.3989 | 1.1827 |
177
+ | No log | 14.0 | 252 | 1.3412 | 0.6207 | 1.3412 | 1.1581 |
178
+ | No log | 14.1111 | 254 | 1.2783 | 0.6316 | 1.2783 | 1.1306 |
179
+ | No log | 14.2222 | 256 | 1.2059 | 0.6265 | 1.2059 | 1.0981 |
180
+ | No log | 14.3333 | 258 | 1.2522 | 0.6092 | 1.2522 | 1.1190 |
181
+ | No log | 14.4444 | 260 | 1.3911 | 0.6154 | 1.3911 | 1.1794 |
182
+ | No log | 14.5556 | 262 | 1.5137 | 0.5670 | 1.5137 | 1.2303 |
183
+ | No log | 14.6667 | 264 | 1.5682 | 0.5436 | 1.5682 | 1.2523 |
184
+ | No log | 14.7778 | 266 | 1.4670 | 0.5744 | 1.4670 | 1.2112 |
185
+ | No log | 14.8889 | 268 | 1.3378 | 0.5978 | 1.3378 | 1.1566 |
186
+ | No log | 15.0 | 270 | 1.5144 | 0.5436 | 1.5144 | 1.2306 |
187
+ | No log | 15.1111 | 272 | 1.7477 | 0.5373 | 1.7477 | 1.3220 |
188
+ | No log | 15.2222 | 274 | 1.8266 | 0.5411 | 1.8266 | 1.3515 |
189
+ | No log | 15.3333 | 276 | 1.5722 | 0.5612 | 1.5722 | 1.2539 |
190
+ | No log | 15.4444 | 278 | 1.3750 | 0.5926 | 1.3750 | 1.1726 |
191
+ | No log | 15.5556 | 280 | 1.1552 | 0.6296 | 1.1552 | 1.0748 |
192
+ | No log | 15.6667 | 282 | 1.0238 | 0.6358 | 1.0238 | 1.0118 |
193
+ | No log | 15.7778 | 284 | 1.0123 | 0.6579 | 1.0123 | 1.0061 |
194
+ | No log | 15.8889 | 286 | 1.1305 | 0.6386 | 1.1305 | 1.0633 |
195
+ | No log | 16.0 | 288 | 1.5801 | 0.5381 | 1.5801 | 1.2570 |
196
+ | No log | 16.1111 | 290 | 1.7438 | 0.53 | 1.7438 | 1.3205 |
197
+ | No log | 16.2222 | 292 | 1.8524 | 0.5373 | 1.8524 | 1.3610 |
198
+ | No log | 16.3333 | 294 | 1.9904 | 0.5263 | 1.9904 | 1.4108 |
199
+ | No log | 16.4444 | 296 | 1.8322 | 0.5373 | 1.8322 | 1.3536 |
200
+ | No log | 16.5556 | 298 | 1.7012 | 0.5185 | 1.7012 | 1.3043 |
201
+ | No log | 16.6667 | 300 | 1.5643 | 0.5319 | 1.5643 | 1.2507 |
202
+ | No log | 16.7778 | 302 | 1.4406 | 0.5333 | 1.4406 | 1.2002 |
203
+ | No log | 16.8889 | 304 | 1.4027 | 0.5089 | 1.4027 | 1.1843 |
204
+ | No log | 17.0 | 306 | 1.5883 | 0.5161 | 1.5883 | 1.2603 |
205
+ | No log | 17.1111 | 308 | 1.6583 | 0.5185 | 1.6583 | 1.2878 |
206
+ | No log | 17.2222 | 310 | 1.4151 | 0.5484 | 1.4151 | 1.1896 |
207
+ | No log | 17.3333 | 312 | 1.2076 | 0.6628 | 1.2076 | 1.0989 |
208
+ | No log | 17.4444 | 314 | 1.1659 | 0.6629 | 1.1659 | 1.0798 |
209
+ | No log | 17.5556 | 316 | 1.1819 | 0.6667 | 1.1819 | 1.0871 |
210
+ | No log | 17.6667 | 318 | 1.1526 | 0.6740 | 1.1526 | 1.0736 |
211
+ | No log | 17.7778 | 320 | 1.1659 | 0.6593 | 1.1659 | 1.0798 |
212
+ | No log | 17.8889 | 322 | 1.1980 | 0.6596 | 1.1980 | 1.0945 |
213
+ | No log | 18.0 | 324 | 1.3602 | 0.6146 | 1.3602 | 1.1663 |
214
+ | No log | 18.1111 | 326 | 1.6318 | 0.5592 | 1.6318 | 1.2774 |
215
+ | No log | 18.2222 | 328 | 1.7141 | 0.5472 | 1.7141 | 1.3092 |
216
+ | No log | 18.3333 | 330 | 1.4330 | 0.5907 | 1.4330 | 1.1971 |
217
+ | No log | 18.4444 | 332 | 1.1987 | 0.6102 | 1.1987 | 1.0949 |
218
+ | No log | 18.5556 | 334 | 1.1068 | 0.6514 | 1.1068 | 1.0521 |
219
+ | No log | 18.6667 | 336 | 1.2330 | 0.6102 | 1.2330 | 1.1104 |
220
+ | No log | 18.7778 | 338 | 1.4022 | 0.6111 | 1.4022 | 1.1841 |
221
+ | No log | 18.8889 | 340 | 1.3913 | 0.5909 | 1.3913 | 1.1795 |
222
+ | No log | 19.0 | 342 | 1.5235 | 0.5667 | 1.5235 | 1.2343 |
223
+ | No log | 19.1111 | 344 | 1.3536 | 0.6067 | 1.3536 | 1.1634 |
224
+ | No log | 19.2222 | 346 | 1.1047 | 0.6190 | 1.1047 | 1.0511 |
225
+ | No log | 19.3333 | 348 | 0.9443 | 0.6795 | 0.9443 | 0.9717 |
226
+ | No log | 19.4444 | 350 | 0.9406 | 0.6667 | 0.9406 | 0.9699 |
227
+ | No log | 19.5556 | 352 | 1.0394 | 0.6590 | 1.0394 | 1.0195 |
228
+ | No log | 19.6667 | 354 | 1.2997 | 0.5967 | 1.2997 | 1.1400 |
229
+ | No log | 19.7778 | 356 | 1.4513 | 0.5914 | 1.4513 | 1.2047 |
230
+ | No log | 19.8889 | 358 | 1.3927 | 0.6011 | 1.3927 | 1.1801 |
231
+ | No log | 20.0 | 360 | 1.3212 | 0.6145 | 1.3212 | 1.1494 |
232
+ | No log | 20.1111 | 362 | 1.1635 | 0.6067 | 1.1635 | 1.0787 |
233
+ | No log | 20.2222 | 364 | 1.1769 | 0.6188 | 1.1769 | 1.0849 |
234
+ | No log | 20.3333 | 366 | 1.3793 | 0.5746 | 1.3793 | 1.1744 |
235
+ | No log | 20.4444 | 368 | 1.4686 | 0.5746 | 1.4686 | 1.2118 |
236
+ | No log | 20.5556 | 370 | 1.3330 | 0.5747 | 1.3330 | 1.1546 |
237
+ | No log | 20.6667 | 372 | 1.1547 | 0.6076 | 1.1547 | 1.0745 |
238
+ | No log | 20.7778 | 374 | 0.9797 | 0.6069 | 0.9797 | 0.9898 |
239
+ | No log | 20.8889 | 376 | 0.9288 | 0.6479 | 0.9288 | 0.9637 |
240
+ | No log | 21.0 | 378 | 0.9880 | 0.6164 | 0.9880 | 0.9940 |
241
+ | No log | 21.1111 | 380 | 1.1918 | 0.5988 | 1.1918 | 1.0917 |
242
+ | No log | 21.2222 | 382 | 1.5025 | 0.5682 | 1.5025 | 1.2258 |
243
+ | No log | 21.3333 | 384 | 1.6082 | 0.5761 | 1.6082 | 1.2681 |
244
+ | No log | 21.4444 | 386 | 1.5796 | 0.5838 | 1.5796 | 1.2568 |
245
+ | No log | 21.5556 | 388 | 1.5846 | 0.5838 | 1.5846 | 1.2588 |
246
+ | No log | 21.6667 | 390 | 1.5492 | 0.5838 | 1.5492 | 1.2447 |
247
+ | No log | 21.7778 | 392 | 1.4526 | 0.5761 | 1.4526 | 1.2053 |
248
+ | No log | 21.8889 | 394 | 1.3504 | 0.5946 | 1.3504 | 1.1621 |
249
+ | No log | 22.0 | 396 | 1.4497 | 0.5761 | 1.4497 | 1.2041 |
250
+ | No log | 22.1111 | 398 | 1.5921 | 0.5455 | 1.5921 | 1.2618 |
251
+ | No log | 22.2222 | 400 | 1.4697 | 0.5761 | 1.4697 | 1.2123 |
252
+ | No log | 22.3333 | 402 | 1.3288 | 0.6292 | 1.3288 | 1.1527 |
253
+ | No log | 22.4444 | 404 | 1.1724 | 0.5952 | 1.1724 | 1.0828 |
254
+ | No log | 22.5556 | 406 | 1.1693 | 0.6061 | 1.1693 | 1.0813 |
255
+ | No log | 22.6667 | 408 | 1.3036 | 0.625 | 1.3036 | 1.1418 |
256
+ | No log | 22.7778 | 410 | 1.4612 | 0.5761 | 1.4612 | 1.2088 |
257
+ | No log | 22.8889 | 412 | 1.5585 | 0.5833 | 1.5585 | 1.2484 |
258
+ | No log | 23.0 | 414 | 1.3760 | 0.5870 | 1.3760 | 1.1730 |
259
+ | No log | 23.1111 | 416 | 1.1576 | 0.6180 | 1.1576 | 1.0759 |
260
+ | No log | 23.2222 | 418 | 1.0295 | 0.6587 | 1.0295 | 1.0146 |
261
+ | No log | 23.3333 | 420 | 1.0303 | 0.6543 | 1.0303 | 1.0151 |
262
+ | No log | 23.4444 | 422 | 1.1432 | 0.6395 | 1.1432 | 1.0692 |
263
+ | No log | 23.5556 | 424 | 1.5041 | 0.6129 | 1.5041 | 1.2264 |
264
+ | No log | 23.6667 | 426 | 1.9284 | 0.5217 | 1.9284 | 1.3887 |
265
+ | No log | 23.7778 | 428 | 2.2810 | 0.4340 | 2.2810 | 1.5103 |
266
+ | No log | 23.8889 | 430 | 2.1676 | 0.4593 | 2.1676 | 1.4723 |
267
+ | No log | 24.0 | 432 | 1.7406 | 0.5258 | 1.7406 | 1.3193 |
268
+ | No log | 24.1111 | 434 | 1.3340 | 0.5763 | 1.3340 | 1.1550 |
269
+ | No log | 24.2222 | 436 | 1.1398 | 0.6087 | 1.1398 | 1.0676 |
270
+ | No log | 24.3333 | 438 | 1.0984 | 0.6164 | 1.0984 | 1.0481 |
271
+ | No log | 24.4444 | 440 | 1.1596 | 0.6303 | 1.1596 | 1.0768 |
272
+ | No log | 24.5556 | 442 | 1.4142 | 0.6222 | 1.4142 | 1.1892 |
273
+ | No log | 24.6667 | 444 | 1.7212 | 0.5106 | 1.7212 | 1.3120 |
274
+ | No log | 24.7778 | 446 | 1.8292 | 0.4086 | 1.8292 | 1.3525 |
275
+ | No log | 24.8889 | 448 | 1.5978 | 0.5217 | 1.5978 | 1.2640 |
276
+ | No log | 25.0 | 450 | 1.4470 | 0.5746 | 1.4470 | 1.2029 |
277
+ | No log | 25.1111 | 452 | 1.4166 | 0.5810 | 1.4166 | 1.1902 |
278
+ | No log | 25.2222 | 454 | 1.3359 | 0.6102 | 1.3359 | 1.1558 |
279
+ | No log | 25.3333 | 456 | 1.2434 | 0.6163 | 1.2434 | 1.1151 |
280
+ | No log | 25.4444 | 458 | 1.2449 | 0.6 | 1.2449 | 1.1157 |
281
+ | No log | 25.5556 | 460 | 1.3956 | 0.6067 | 1.3956 | 1.1814 |
282
+ | No log | 25.6667 | 462 | 1.5761 | 0.5789 | 1.5761 | 1.2554 |
283
+ | No log | 25.7778 | 464 | 1.8954 | 0.4948 | 1.8954 | 1.3767 |
284
+ | No log | 25.8889 | 466 | 1.9957 | 0.4615 | 1.9957 | 1.4127 |
285
+ | No log | 26.0 | 468 | 1.8390 | 0.4737 | 1.8390 | 1.3561 |
286
+ | No log | 26.1111 | 470 | 1.4116 | 0.6102 | 1.4116 | 1.1881 |
287
+ | No log | 26.2222 | 472 | 1.0842 | 0.6275 | 1.0842 | 1.0413 |
288
+ | No log | 26.3333 | 474 | 1.0009 | 0.6405 | 1.0009 | 1.0004 |
289
+ | No log | 26.4444 | 476 | 0.9795 | 0.6494 | 0.9795 | 0.9897 |
290
+ | No log | 26.5556 | 478 | 1.0297 | 0.65 | 1.0297 | 1.0147 |
291
+ | No log | 26.6667 | 480 | 1.1898 | 0.6108 | 1.1898 | 1.0908 |
292
+ | No log | 26.7778 | 482 | 1.4596 | 0.5683 | 1.4596 | 1.2081 |
293
+ | No log | 26.8889 | 484 | 1.6103 | 0.5561 | 1.6103 | 1.2690 |
294
+ | No log | 27.0 | 486 | 1.5411 | 0.5622 | 1.5411 | 1.2414 |
295
+ | No log | 27.1111 | 488 | 1.3088 | 0.5870 | 1.3088 | 1.1440 |
296
+ | No log | 27.2222 | 490 | 1.1308 | 0.6480 | 1.1308 | 1.0634 |
297
+ | No log | 27.3333 | 492 | 1.1116 | 0.6480 | 1.1116 | 1.0543 |
298
+ | No log | 27.4444 | 494 | 1.1553 | 0.6667 | 1.1553 | 1.0749 |
299
+ | No log | 27.5556 | 496 | 1.1153 | 0.6628 | 1.1153 | 1.0561 |
300
+ | No log | 27.6667 | 498 | 1.0143 | 0.6460 | 1.0143 | 1.0071 |
301
+ | 0.3702 | 27.7778 | 500 | 0.9431 | 0.6234 | 0.9431 | 0.9711 |
302
+ | 0.3702 | 27.8889 | 502 | 0.9276 | 0.6154 | 0.9276 | 0.9631 |
303
+ | 0.3702 | 28.0 | 504 | 0.9448 | 0.6014 | 0.9448 | 0.9720 |
304
+ | 0.3702 | 28.1111 | 506 | 1.0254 | 0.6792 | 1.0254 | 1.0126 |
305
+ | 0.3702 | 28.2222 | 508 | 1.2043 | 0.6509 | 1.2043 | 1.0974 |
306
+ | 0.3702 | 28.3333 | 510 | 1.4090 | 0.5652 | 1.4090 | 1.1870 |
307
+ | 0.3702 | 28.4444 | 512 | 1.5250 | 0.5668 | 1.5250 | 1.2349 |
308
+ | 0.3702 | 28.5556 | 514 | 1.4305 | 0.5989 | 1.4305 | 1.1960 |
309
+ | 0.3702 | 28.6667 | 516 | 1.2862 | 0.5989 | 1.2862 | 1.1341 |
310
+ | 0.3702 | 28.7778 | 518 | 1.1436 | 0.6480 | 1.1436 | 1.0694 |
311
+ | 0.3702 | 28.8889 | 520 | 1.1807 | 0.6333 | 1.1807 | 1.0866 |
312
+ | 0.3702 | 29.0 | 522 | 1.2625 | 0.6054 | 1.2625 | 1.1236 |
313
+ | 0.3702 | 29.1111 | 524 | 1.3500 | 0.5870 | 1.3500 | 1.1619 |
314
+ | 0.3702 | 29.2222 | 526 | 1.4283 | 0.5870 | 1.4283 | 1.1951 |
315
+ | 0.3702 | 29.3333 | 528 | 1.6601 | 0.5528 | 1.6601 | 1.2884 |
316
+ | 0.3702 | 29.4444 | 530 | 1.7465 | 0.5320 | 1.7465 | 1.3216 |
317
 
318
 
319
  ### Framework versions
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