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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_organization

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Training in progress, step 500

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  1. README.md +284 -263
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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_k7_task5_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: 0.9064
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- - Qwk: 0.3765
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- - Mse: 0.9064
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- - Rmse: 0.9521
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  ## Model description
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@@ -49,263 +49,284 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0571 | 2 | 3.8901 | -0.0153 | 3.8901 | 1.9723 |
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- | No log | 0.1143 | 4 | 2.0829 | -0.0169 | 2.0829 | 1.4432 |
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- | No log | 0.1714 | 6 | 2.0238 | 0.0721 | 2.0238 | 1.4226 |
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- | No log | 0.2286 | 8 | 1.3091 | 0.1228 | 1.3091 | 1.1442 |
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- | No log | 0.2857 | 10 | 0.9707 | 0.2166 | 0.9707 | 0.9853 |
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- | No log | 0.3429 | 12 | 1.2785 | 0.3040 | 1.2785 | 1.1307 |
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- | No log | 0.4 | 14 | 2.4139 | 0.0544 | 2.4139 | 1.5537 |
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- | No log | 0.4571 | 16 | 2.3236 | 0.0839 | 2.3236 | 1.5243 |
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- | No log | 0.5143 | 18 | 1.4860 | 0.2215 | 1.4860 | 1.2190 |
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- | No log | 0.5714 | 20 | 1.0028 | 0.3084 | 1.0028 | 1.0014 |
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- | No log | 0.6286 | 22 | 0.9781 | 0.3066 | 0.9781 | 0.9890 |
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- | No log | 0.6857 | 24 | 0.9678 | 0.3306 | 0.9678 | 0.9838 |
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- | No log | 0.7429 | 26 | 1.0560 | 0.2872 | 1.0560 | 1.0276 |
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- | No log | 0.8 | 28 | 1.5448 | 0.1343 | 1.5448 | 1.2429 |
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- | No log | 0.8571 | 30 | 1.5451 | 0.1649 | 1.5451 | 1.2430 |
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- | No log | 0.9143 | 32 | 1.2808 | 0.1989 | 1.2808 | 1.1317 |
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- | No log | 0.9714 | 34 | 1.1062 | 0.2268 | 1.1062 | 1.0518 |
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- | No log | 1.0286 | 36 | 1.1850 | 0.2926 | 1.1850 | 1.0886 |
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- | No log | 1.0857 | 38 | 1.1621 | 0.2349 | 1.1621 | 1.0780 |
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- | No log | 1.1429 | 40 | 1.1442 | 0.2484 | 1.1442 | 1.0697 |
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- | No log | 1.2 | 42 | 1.0292 | 0.2116 | 1.0292 | 1.0145 |
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- | No log | 1.2571 | 44 | 1.0289 | 0.3639 | 1.0289 | 1.0143 |
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- | No log | 1.3143 | 46 | 0.9922 | 0.2321 | 0.9922 | 0.9961 |
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- | No log | 1.3714 | 48 | 1.0108 | 0.2472 | 1.0108 | 1.0054 |
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- | No log | 1.4286 | 50 | 1.1677 | 0.2905 | 1.1677 | 1.0806 |
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- | No log | 1.4857 | 52 | 1.5331 | 0.2143 | 1.5331 | 1.2382 |
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- | No log | 1.5429 | 54 | 1.6723 | 0.1860 | 1.6723 | 1.2932 |
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- | No log | 1.6 | 56 | 1.2837 | 0.3370 | 1.2837 | 1.1330 |
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- | No log | 1.6571 | 58 | 1.1883 | 0.3646 | 1.1883 | 1.0901 |
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- | No log | 1.7143 | 60 | 1.0992 | 0.2961 | 1.0992 | 1.0484 |
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- | No log | 1.7714 | 62 | 1.1825 | 0.3409 | 1.1825 | 1.0874 |
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- | No log | 1.8286 | 64 | 1.1661 | 0.3193 | 1.1661 | 1.0799 |
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- | No log | 1.8857 | 66 | 1.0161 | 0.2716 | 1.0161 | 1.0080 |
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- | No log | 1.9429 | 68 | 0.9901 | 0.3708 | 0.9901 | 0.9951 |
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- | No log | 2.0 | 70 | 0.9896 | 0.3878 | 0.9896 | 0.9948 |
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- | No log | 2.0571 | 72 | 1.0053 | 0.3634 | 1.0053 | 1.0026 |
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- | No log | 2.1143 | 74 | 1.0512 | 0.4366 | 1.0512 | 1.0253 |
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- | No log | 2.1714 | 76 | 1.2032 | 0.3830 | 1.2032 | 1.0969 |
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- | No log | 2.2286 | 78 | 1.1190 | 0.4386 | 1.1190 | 1.0578 |
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- | No log | 2.2857 | 80 | 1.0070 | 0.3056 | 1.0070 | 1.0035 |
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- | No log | 2.3429 | 82 | 1.1135 | 0.3595 | 1.1135 | 1.0552 |
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- | No log | 2.4 | 84 | 1.0568 | 0.3433 | 1.0568 | 1.0280 |
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- | No log | 2.4571 | 86 | 0.9853 | 0.4136 | 0.9853 | 0.9926 |
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- | No log | 2.5143 | 88 | 1.0986 | 0.4176 | 1.0986 | 1.0482 |
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- | No log | 2.5714 | 90 | 1.0628 | 0.4291 | 1.0628 | 1.0309 |
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- | No log | 2.6286 | 92 | 0.9730 | 0.4290 | 0.9730 | 0.9864 |
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- | No log | 2.6857 | 94 | 0.9284 | 0.2647 | 0.9284 | 0.9635 |
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- | No log | 2.7429 | 96 | 0.9260 | 0.3398 | 0.9260 | 0.9623 |
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- | No log | 2.8 | 98 | 1.0534 | 0.4478 | 1.0534 | 1.0263 |
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- | No log | 2.8571 | 100 | 0.9994 | 0.4840 | 0.9994 | 0.9997 |
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- | No log | 2.9143 | 102 | 0.9149 | 0.3093 | 0.9149 | 0.9565 |
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- | No log | 2.9714 | 104 | 0.9756 | 0.4084 | 0.9756 | 0.9877 |
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- | No log | 3.0286 | 106 | 0.9207 | 0.3421 | 0.9207 | 0.9595 |
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- | No log | 3.0857 | 108 | 1.0612 | 0.4510 | 1.0612 | 1.0301 |
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- | No log | 3.1429 | 110 | 1.1588 | 0.4369 | 1.1588 | 1.0765 |
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- | No log | 3.2 | 112 | 0.9726 | 0.4623 | 0.9726 | 0.9862 |
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- | No log | 3.2571 | 114 | 0.9641 | 0.4212 | 0.9641 | 0.9819 |
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- | No log | 3.3143 | 116 | 1.2081 | 0.3318 | 1.2081 | 1.0992 |
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- | No log | 3.3714 | 118 | 1.0459 | 0.4376 | 1.0459 | 1.0227 |
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- | No log | 3.4286 | 120 | 0.8754 | 0.4838 | 0.8754 | 0.9356 |
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- | No log | 3.4857 | 122 | 0.9368 | 0.4948 | 0.9368 | 0.9679 |
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- | No log | 3.5429 | 124 | 0.9046 | 0.4738 | 0.9046 | 0.9511 |
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- | No log | 3.6 | 126 | 0.8780 | 0.3780 | 0.8780 | 0.9370 |
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- | No log | 3.6571 | 128 | 1.1705 | 0.3298 | 1.1705 | 1.0819 |
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- | No log | 3.7143 | 130 | 1.2422 | 0.3076 | 1.2422 | 1.1146 |
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- | No log | 3.7714 | 132 | 0.9801 | 0.4700 | 0.9801 | 0.9900 |
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- | No log | 3.8286 | 134 | 0.9078 | 0.4619 | 0.9078 | 0.9528 |
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- | No log | 3.8857 | 136 | 1.0833 | 0.4500 | 1.0833 | 1.0408 |
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- | No log | 3.9429 | 138 | 1.0505 | 0.4707 | 1.0505 | 1.0249 |
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- | No log | 4.0 | 140 | 0.9617 | 0.4911 | 0.9617 | 0.9806 |
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- | No log | 4.0571 | 142 | 0.9494 | 0.4915 | 0.9494 | 0.9743 |
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- | No log | 4.1143 | 144 | 0.9365 | 0.3856 | 0.9365 | 0.9677 |
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- | No log | 4.1714 | 146 | 0.9603 | 0.4617 | 0.9603 | 0.9799 |
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- | No log | 4.2286 | 148 | 1.0400 | 0.4696 | 1.0400 | 1.0198 |
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- | No log | 4.2857 | 150 | 0.9757 | 0.4617 | 0.9757 | 0.9878 |
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- | No log | 4.3429 | 152 | 0.9875 | 0.2621 | 0.9875 | 0.9937 |
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- | No log | 4.4 | 154 | 1.3394 | 0.3740 | 1.3394 | 1.1573 |
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- | No log | 4.4571 | 156 | 1.3975 | 0.3300 | 1.3975 | 1.1822 |
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- | No log | 4.5143 | 158 | 1.1089 | 0.2733 | 1.1089 | 1.0530 |
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- | No log | 4.5714 | 160 | 0.9501 | 0.3263 | 0.9501 | 0.9747 |
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- | No log | 4.6286 | 162 | 1.0702 | 0.4450 | 1.0702 | 1.0345 |
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- | No log | 4.6857 | 164 | 1.0756 | 0.4342 | 1.0756 | 1.0371 |
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- | No log | 4.7429 | 166 | 0.9777 | 0.3389 | 0.9777 | 0.9888 |
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- | No log | 4.8 | 168 | 1.0297 | 0.3584 | 1.0297 | 1.0147 |
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- | No log | 4.8571 | 170 | 1.1349 | 0.3155 | 1.1349 | 1.0653 |
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- | No log | 4.9143 | 172 | 1.0867 | 0.2904 | 1.0867 | 1.0424 |
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- | No log | 4.9714 | 174 | 1.0082 | 0.4011 | 1.0082 | 1.0041 |
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- | No log | 5.0286 | 176 | 1.0681 | 0.4291 | 1.0681 | 1.0335 |
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- | No log | 5.0857 | 178 | 1.0307 | 0.4170 | 1.0307 | 1.0153 |
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- | No log | 5.1429 | 180 | 1.0092 | 0.3638 | 1.0092 | 1.0046 |
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- | No log | 5.2 | 182 | 1.1115 | 0.3136 | 1.1115 | 1.0543 |
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- | No log | 5.2571 | 184 | 1.0752 | 0.2877 | 1.0752 | 1.0369 |
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- | No log | 5.3143 | 186 | 0.9467 | 0.3571 | 0.9467 | 0.9730 |
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- | No log | 5.3714 | 188 | 0.9612 | 0.3454 | 0.9612 | 0.9804 |
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- | No log | 5.4286 | 190 | 0.9816 | 0.3973 | 0.9816 | 0.9908 |
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- | No log | 5.4857 | 192 | 0.9381 | 0.3532 | 0.9381 | 0.9686 |
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- | No log | 5.5429 | 194 | 0.9735 | 0.3908 | 0.9735 | 0.9867 |
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- | No log | 5.6 | 196 | 1.0640 | 0.3537 | 1.0640 | 1.0315 |
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- | No log | 5.6571 | 198 | 1.0440 | 0.3520 | 1.0440 | 1.0218 |
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- | No log | 5.7143 | 200 | 0.9921 | 0.3770 | 0.9921 | 0.9961 |
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- | No log | 5.7714 | 202 | 1.0064 | 0.3842 | 1.0064 | 1.0032 |
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- | No log | 5.8286 | 204 | 0.9787 | 0.3398 | 0.9787 | 0.9893 |
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- | No log | 5.8857 | 206 | 0.9600 | 0.4065 | 0.9600 | 0.9798 |
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- | No log | 5.9429 | 208 | 0.9887 | 0.3412 | 0.9887 | 0.9943 |
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- | No log | 6.0 | 210 | 0.9512 | 0.3818 | 0.9512 | 0.9753 |
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- | No log | 6.0571 | 212 | 0.9482 | 0.3933 | 0.9482 | 0.9738 |
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- | No log | 6.1143 | 214 | 0.9598 | 0.4181 | 0.9598 | 0.9797 |
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- | No log | 6.1714 | 216 | 1.0316 | 0.4496 | 1.0316 | 1.0157 |
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- | No log | 6.2286 | 218 | 1.0384 | 0.4496 | 1.0384 | 1.0190 |
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- | No log | 6.2857 | 220 | 0.9484 | 0.3559 | 0.9484 | 0.9738 |
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- | No log | 6.3429 | 222 | 1.0376 | 0.3942 | 1.0376 | 1.0186 |
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- | No log | 6.4 | 224 | 1.1368 | 0.3103 | 1.1368 | 1.0662 |
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- | No log | 6.4571 | 226 | 1.0330 | 0.4284 | 1.0330 | 1.0163 |
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- | No log | 6.5143 | 228 | 0.9689 | 0.3874 | 0.9689 | 0.9843 |
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- | No log | 6.5714 | 230 | 0.9744 | 0.3640 | 0.9744 | 0.9871 |
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- | No log | 6.6286 | 232 | 0.9901 | 0.3860 | 0.9901 | 0.9951 |
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- | No log | 6.6857 | 234 | 0.9117 | 0.3590 | 0.9117 | 0.9548 |
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- | No log | 6.7429 | 236 | 0.9133 | 0.4560 | 0.9133 | 0.9557 |
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- | No log | 6.8 | 238 | 0.9079 | 0.4802 | 0.9079 | 0.9528 |
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- | No log | 6.8571 | 240 | 0.8968 | 0.4553 | 0.8968 | 0.9470 |
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- | No log | 6.9143 | 242 | 0.8904 | 0.4691 | 0.8904 | 0.9436 |
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- | No log | 6.9714 | 244 | 0.8637 | 0.4912 | 0.8637 | 0.9294 |
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- | No log | 7.0286 | 246 | 0.8527 | 0.4069 | 0.8527 | 0.9234 |
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- | No log | 7.0857 | 248 | 0.8539 | 0.3859 | 0.8539 | 0.9241 |
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- | No log | 7.1429 | 250 | 0.8455 | 0.5133 | 0.8455 | 0.9195 |
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- | No log | 7.2 | 252 | 0.8466 | 0.5466 | 0.8466 | 0.9201 |
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- | No log | 7.2571 | 254 | 0.8301 | 0.4912 | 0.8301 | 0.9111 |
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- | No log | 7.3143 | 256 | 0.8249 | 0.4066 | 0.8249 | 0.9082 |
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- | No log | 7.3714 | 258 | 0.8022 | 0.4273 | 0.8022 | 0.8957 |
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- | No log | 7.4286 | 260 | 0.7907 | 0.5188 | 0.7907 | 0.8892 |
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- | No log | 7.4857 | 262 | 0.8077 | 0.5204 | 0.8077 | 0.8987 |
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- | No log | 7.5429 | 264 | 0.8061 | 0.5044 | 0.8061 | 0.8978 |
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- | No log | 7.6 | 266 | 0.8412 | 0.4321 | 0.8412 | 0.9172 |
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- | No log | 7.6571 | 268 | 0.8958 | 0.4510 | 0.8958 | 0.9465 |
186
- | No log | 7.7143 | 270 | 0.8523 | 0.4419 | 0.8523 | 0.9232 |
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- | No log | 7.7714 | 272 | 0.8657 | 0.4828 | 0.8657 | 0.9304 |
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- | No log | 7.8286 | 274 | 0.8556 | 0.4916 | 0.8556 | 0.9250 |
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- | No log | 7.8857 | 276 | 0.8868 | 0.3930 | 0.8868 | 0.9417 |
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- | No log | 7.9429 | 278 | 0.9487 | 0.4708 | 0.9487 | 0.9740 |
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- | No log | 8.0 | 280 | 0.9108 | 0.4143 | 0.9108 | 0.9544 |
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- | No log | 8.0571 | 282 | 0.8747 | 0.4186 | 0.8747 | 0.9352 |
193
- | No log | 8.1143 | 284 | 0.8852 | 0.4076 | 0.8852 | 0.9408 |
194
- | No log | 8.1714 | 286 | 0.9181 | 0.4225 | 0.9181 | 0.9582 |
195
- | No log | 8.2286 | 288 | 0.9004 | 0.4109 | 0.9004 | 0.9489 |
196
- | No log | 8.2857 | 290 | 0.8672 | 0.4076 | 0.8672 | 0.9312 |
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- | No log | 8.3429 | 292 | 0.8616 | 0.4449 | 0.8616 | 0.9282 |
198
- | No log | 8.4 | 294 | 0.8821 | 0.4691 | 0.8821 | 0.9392 |
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- | No log | 8.4571 | 296 | 0.9007 | 0.4603 | 0.9007 | 0.9491 |
200
- | No log | 8.5143 | 298 | 0.8950 | 0.4760 | 0.8950 | 0.9461 |
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- | No log | 8.5714 | 300 | 0.9883 | 0.4314 | 0.9883 | 0.9941 |
202
- | No log | 8.6286 | 302 | 0.9316 | 0.4417 | 0.9316 | 0.9652 |
203
- | No log | 8.6857 | 304 | 0.8690 | 0.5136 | 0.8690 | 0.9322 |
204
- | No log | 8.7429 | 306 | 0.9974 | 0.4822 | 0.9974 | 0.9987 |
205
- | No log | 8.8 | 308 | 1.0054 | 0.4822 | 1.0054 | 1.0027 |
206
- | No log | 8.8571 | 310 | 0.9021 | 0.5065 | 0.9021 | 0.9498 |
207
- | No log | 8.9143 | 312 | 0.8403 | 0.5227 | 0.8403 | 0.9167 |
208
- | No log | 8.9714 | 314 | 0.8252 | 0.5227 | 0.8252 | 0.9084 |
209
- | No log | 9.0286 | 316 | 0.8489 | 0.4596 | 0.8489 | 0.9214 |
210
- | No log | 9.0857 | 318 | 0.8629 | 0.4596 | 0.8629 | 0.9289 |
211
- | No log | 9.1429 | 320 | 0.8187 | 0.4329 | 0.8187 | 0.9048 |
212
- | No log | 9.2 | 322 | 0.8302 | 0.4141 | 0.8302 | 0.9111 |
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- | No log | 9.2571 | 324 | 0.8216 | 0.4550 | 0.8216 | 0.9064 |
214
- | No log | 9.3143 | 326 | 0.8393 | 0.4377 | 0.8393 | 0.9161 |
215
- | No log | 9.3714 | 328 | 0.8864 | 0.4093 | 0.8864 | 0.9415 |
216
- | No log | 9.4286 | 330 | 0.8588 | 0.4323 | 0.8588 | 0.9267 |
217
- | No log | 9.4857 | 332 | 0.8368 | 0.5840 | 0.8368 | 0.9148 |
218
- | No log | 9.5429 | 334 | 0.8760 | 0.4722 | 0.8760 | 0.9359 |
219
- | No log | 9.6 | 336 | 0.8696 | 0.5090 | 0.8696 | 0.9325 |
220
- | No log | 9.6571 | 338 | 0.8694 | 0.4729 | 0.8694 | 0.9324 |
221
- | No log | 9.7143 | 340 | 0.8738 | 0.4644 | 0.8738 | 0.9348 |
222
- | No log | 9.7714 | 342 | 0.8654 | 0.4644 | 0.8654 | 0.9303 |
223
- | No log | 9.8286 | 344 | 0.8393 | 0.5487 | 0.8393 | 0.9161 |
224
- | No log | 9.8857 | 346 | 0.8452 | 0.5010 | 0.8452 | 0.9193 |
225
- | No log | 9.9429 | 348 | 0.8429 | 0.4883 | 0.8429 | 0.9181 |
226
- | No log | 10.0 | 350 | 0.8511 | 0.4831 | 0.8511 | 0.9226 |
227
- | No log | 10.0571 | 352 | 0.9082 | 0.5018 | 0.9082 | 0.9530 |
228
- | No log | 10.1143 | 354 | 0.9445 | 0.4600 | 0.9445 | 0.9718 |
229
- | No log | 10.1714 | 356 | 0.8858 | 0.4505 | 0.8858 | 0.9411 |
230
- | No log | 10.2286 | 358 | 0.8773 | 0.4419 | 0.8773 | 0.9367 |
231
- | No log | 10.2857 | 360 | 0.9059 | 0.4050 | 0.9059 | 0.9518 |
232
- | No log | 10.3429 | 362 | 0.8911 | 0.4404 | 0.8911 | 0.9440 |
233
- | No log | 10.4 | 364 | 0.8952 | 0.3951 | 0.8952 | 0.9461 |
234
- | No log | 10.4571 | 366 | 0.9169 | 0.4242 | 0.9169 | 0.9575 |
235
- | No log | 10.5143 | 368 | 0.9481 | 0.4521 | 0.9481 | 0.9737 |
236
- | No log | 10.5714 | 370 | 0.9346 | 0.4747 | 0.9346 | 0.9668 |
237
- | No log | 10.6286 | 372 | 0.9260 | 0.3995 | 0.9260 | 0.9623 |
238
- | No log | 10.6857 | 374 | 1.0231 | 0.4607 | 1.0231 | 1.0115 |
239
- | No log | 10.7429 | 376 | 1.0342 | 0.4607 | 1.0342 | 1.0170 |
240
- | No log | 10.8 | 378 | 0.9351 | 0.4166 | 0.9351 | 0.9670 |
241
- | No log | 10.8571 | 380 | 0.8727 | 0.4401 | 0.8727 | 0.9342 |
242
- | No log | 10.9143 | 382 | 0.9565 | 0.3494 | 0.9565 | 0.9780 |
243
- | No log | 10.9714 | 384 | 1.0256 | 0.3723 | 1.0256 | 1.0127 |
244
- | No log | 11.0286 | 386 | 1.0003 | 0.3494 | 1.0003 | 1.0002 |
245
- | No log | 11.0857 | 388 | 0.9408 | 0.4159 | 0.9408 | 0.9699 |
246
- | No log | 11.1429 | 390 | 0.9268 | 0.4368 | 0.9268 | 0.9627 |
247
- | No log | 11.2 | 392 | 0.9423 | 0.4217 | 0.9423 | 0.9707 |
248
- | No log | 11.2571 | 394 | 0.9728 | 0.4110 | 0.9728 | 0.9863 |
249
- | No log | 11.3143 | 396 | 0.9709 | 0.3995 | 0.9709 | 0.9853 |
250
- | No log | 11.3714 | 398 | 0.9767 | 0.4486 | 0.9767 | 0.9883 |
251
- | No log | 11.4286 | 400 | 0.9649 | 0.3780 | 0.9649 | 0.9823 |
252
- | No log | 11.4857 | 402 | 0.9443 | 0.3780 | 0.9443 | 0.9718 |
253
- | No log | 11.5429 | 404 | 0.9212 | 0.4439 | 0.9212 | 0.9598 |
254
- | No log | 11.6 | 406 | 0.9230 | 0.4691 | 0.9230 | 0.9607 |
255
- | No log | 11.6571 | 408 | 0.9264 | 0.5274 | 0.9264 | 0.9625 |
256
- | No log | 11.7143 | 410 | 0.9551 | 0.4175 | 0.9551 | 0.9773 |
257
- | No log | 11.7714 | 412 | 0.9784 | 0.4175 | 0.9784 | 0.9891 |
258
- | No log | 11.8286 | 414 | 0.9891 | 0.4920 | 0.9891 | 0.9945 |
259
- | No log | 11.8857 | 416 | 1.0328 | 0.4003 | 1.0328 | 1.0162 |
260
- | No log | 11.9429 | 418 | 1.0267 | 0.3767 | 1.0267 | 1.0133 |
261
- | No log | 12.0 | 420 | 0.9680 | 0.4235 | 0.9680 | 0.9839 |
262
- | No log | 12.0571 | 422 | 0.9555 | 0.3992 | 0.9555 | 0.9775 |
263
- | No log | 12.1143 | 424 | 0.9478 | 0.3338 | 0.9478 | 0.9735 |
264
- | No log | 12.1714 | 426 | 0.9352 | 0.3338 | 0.9352 | 0.9671 |
265
- | No log | 12.2286 | 428 | 0.9458 | 0.4449 | 0.9458 | 0.9725 |
266
- | No log | 12.2857 | 430 | 1.0109 | 0.3958 | 1.0109 | 1.0054 |
267
- | No log | 12.3429 | 432 | 1.0595 | 0.3852 | 1.0595 | 1.0293 |
268
- | No log | 12.4 | 434 | 1.0258 | 0.4278 | 1.0258 | 1.0128 |
269
- | No log | 12.4571 | 436 | 1.0051 | 0.4129 | 1.0051 | 1.0025 |
270
- | No log | 12.5143 | 438 | 0.9860 | 0.4164 | 0.9860 | 0.9930 |
271
- | No log | 12.5714 | 440 | 0.9670 | 0.3708 | 0.9670 | 0.9834 |
272
- | No log | 12.6286 | 442 | 0.9853 | 0.4034 | 0.9853 | 0.9926 |
273
- | No log | 12.6857 | 444 | 1.0853 | 0.3225 | 1.0853 | 1.0418 |
274
- | No log | 12.7429 | 446 | 1.1582 | 0.3152 | 1.1582 | 1.0762 |
275
- | No log | 12.8 | 448 | 1.0817 | 0.3949 | 1.0817 | 1.0400 |
276
- | No log | 12.8571 | 450 | 1.0142 | 0.3782 | 1.0142 | 1.0071 |
277
- | No log | 12.9143 | 452 | 0.9897 | 0.3767 | 0.9897 | 0.9948 |
278
- | No log | 12.9714 | 454 | 0.9805 | 0.4126 | 0.9805 | 0.9902 |
279
- | No log | 13.0286 | 456 | 0.9946 | 0.4377 | 0.9946 | 0.9973 |
280
- | No log | 13.0857 | 458 | 0.9767 | 0.4130 | 0.9767 | 0.9883 |
281
- | No log | 13.1429 | 460 | 0.9677 | 0.4377 | 0.9677 | 0.9837 |
282
- | No log | 13.2 | 462 | 0.9733 | 0.4502 | 0.9733 | 0.9866 |
283
- | No log | 13.2571 | 464 | 0.9908 | 0.4880 | 0.9908 | 0.9954 |
284
- | No log | 13.3143 | 466 | 0.9702 | 0.5400 | 0.9702 | 0.9850 |
285
- | No log | 13.3714 | 468 | 0.9336 | 0.4359 | 0.9336 | 0.9662 |
286
- | No log | 13.4286 | 470 | 0.9834 | 0.4166 | 0.9834 | 0.9917 |
287
- | No log | 13.4857 | 472 | 0.9766 | 0.4166 | 0.9766 | 0.9882 |
288
- | No log | 13.5429 | 474 | 0.9058 | 0.4676 | 0.9058 | 0.9517 |
289
- | No log | 13.6 | 476 | 0.9966 | 0.3902 | 0.9966 | 0.9983 |
290
- | No log | 13.6571 | 478 | 1.1771 | 0.2785 | 1.1771 | 1.0850 |
291
- | No log | 13.7143 | 480 | 1.1624 | 0.2710 | 1.1624 | 1.0781 |
292
- | No log | 13.7714 | 482 | 1.0097 | 0.3697 | 1.0097 | 1.0048 |
293
- | No log | 13.8286 | 484 | 0.8920 | 0.4834 | 0.8920 | 0.9444 |
294
- | No log | 13.8857 | 486 | 0.8627 | 0.5024 | 0.8627 | 0.9288 |
295
- | No log | 13.9429 | 488 | 0.8791 | 0.3990 | 0.8791 | 0.9376 |
296
- | No log | 14.0 | 490 | 0.8483 | 0.4912 | 0.8483 | 0.9210 |
297
- | No log | 14.0571 | 492 | 0.8840 | 0.4482 | 0.8840 | 0.9402 |
298
- | No log | 14.1143 | 494 | 0.9420 | 0.3669 | 0.9420 | 0.9706 |
299
- | No log | 14.1714 | 496 | 0.9259 | 0.4130 | 0.9259 | 0.9622 |
300
- | No log | 14.2286 | 498 | 0.8982 | 0.5163 | 0.8982 | 0.9477 |
301
- | 0.2946 | 14.2857 | 500 | 0.9339 | 0.4736 | 0.9339 | 0.9664 |
302
- | 0.2946 | 14.3429 | 502 | 0.9615 | 0.4507 | 0.9615 | 0.9806 |
303
- | 0.2946 | 14.4 | 504 | 0.9184 | 0.4754 | 0.9184 | 0.9583 |
304
- | 0.2946 | 14.4571 | 506 | 0.9271 | 0.4721 | 0.9271 | 0.9629 |
305
- | 0.2946 | 14.5143 | 508 | 0.9725 | 0.3730 | 0.9725 | 0.9861 |
306
- | 0.2946 | 14.5714 | 510 | 0.9692 | 0.3730 | 0.9692 | 0.9845 |
307
- | 0.2946 | 14.6286 | 512 | 0.9107 | 0.4675 | 0.9107 | 0.9543 |
308
- | 0.2946 | 14.6857 | 514 | 0.9064 | 0.3765 | 0.9064 | 0.9521 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_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_k6_task5_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: 1.1747
19
+ - Qwk: 0.0831
20
+ - Mse: 1.1747
21
+ - Rmse: 1.0838
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0741 | 2 | 4.0852 | -0.0075 | 4.0852 | 2.0212 |
53
+ | No log | 0.1481 | 4 | 2.3309 | -0.0062 | 2.3309 | 1.5267 |
54
+ | No log | 0.2222 | 6 | 2.1536 | 0.0709 | 2.1536 | 1.4675 |
55
+ | No log | 0.2963 | 8 | 2.2570 | 0.0462 | 2.2570 | 1.5023 |
56
+ | No log | 0.3704 | 10 | 1.4618 | 0.2353 | 1.4618 | 1.2090 |
57
+ | No log | 0.4444 | 12 | 1.6118 | 0.1663 | 1.6118 | 1.2696 |
58
+ | No log | 0.5185 | 14 | 1.7913 | 0.1511 | 1.7913 | 1.3384 |
59
+ | No log | 0.5926 | 16 | 2.0656 | 0.1229 | 2.0656 | 1.4372 |
60
+ | No log | 0.6667 | 18 | 1.5307 | 0.1421 | 1.5307 | 1.2372 |
61
+ | No log | 0.7407 | 20 | 1.1896 | 0.3211 | 1.1896 | 1.0907 |
62
+ | No log | 0.8148 | 22 | 1.4398 | 0.1894 | 1.4398 | 1.1999 |
63
+ | No log | 0.8889 | 24 | 1.6399 | 0.1687 | 1.6399 | 1.2806 |
64
+ | No log | 0.9630 | 26 | 1.7655 | 0.0976 | 1.7655 | 1.3287 |
65
+ | No log | 1.0370 | 28 | 1.2822 | 0.1729 | 1.2822 | 1.1324 |
66
+ | No log | 1.1111 | 30 | 1.2851 | 0.2028 | 1.2851 | 1.1336 |
67
+ | No log | 1.1852 | 32 | 1.6239 | 0.2091 | 1.6239 | 1.2743 |
68
+ | No log | 1.2593 | 34 | 2.3057 | 0.0735 | 2.3057 | 1.5184 |
69
+ | No log | 1.3333 | 36 | 1.9097 | 0.1720 | 1.9097 | 1.3819 |
70
+ | No log | 1.4074 | 38 | 1.4424 | 0.2379 | 1.4424 | 1.2010 |
71
+ | No log | 1.4815 | 40 | 1.1761 | 0.2216 | 1.1761 | 1.0845 |
72
+ | No log | 1.5556 | 42 | 1.1457 | 0.2836 | 1.1457 | 1.0704 |
73
+ | No log | 1.6296 | 44 | 1.1586 | 0.2300 | 1.1586 | 1.0764 |
74
+ | No log | 1.7037 | 46 | 1.2374 | 0.1950 | 1.2374 | 1.1124 |
75
+ | No log | 1.7778 | 48 | 1.4895 | 0.1327 | 1.4895 | 1.2205 |
76
+ | No log | 1.8519 | 50 | 1.3902 | 0.2303 | 1.3902 | 1.1791 |
77
+ | No log | 1.9259 | 52 | 1.1347 | 0.1986 | 1.1347 | 1.0652 |
78
+ | No log | 2.0 | 54 | 1.1058 | 0.1977 | 1.1058 | 1.0516 |
79
+ | No log | 2.0741 | 56 | 1.1487 | 0.1986 | 1.1487 | 1.0718 |
80
+ | No log | 2.1481 | 58 | 1.5287 | 0.1416 | 1.5287 | 1.2364 |
81
+ | No log | 2.2222 | 60 | 2.3210 | 0.0603 | 2.3210 | 1.5235 |
82
+ | No log | 2.2963 | 62 | 2.4526 | 0.0867 | 2.4526 | 1.5661 |
83
+ | No log | 2.3704 | 64 | 1.9722 | 0.1670 | 1.9722 | 1.4044 |
84
+ | No log | 2.4444 | 66 | 1.4276 | 0.1035 | 1.4276 | 1.1948 |
85
+ | No log | 2.5185 | 68 | 1.3169 | 0.1197 | 1.3169 | 1.1476 |
86
+ | No log | 2.5926 | 70 | 1.2041 | 0.2617 | 1.2041 | 1.0973 |
87
+ | No log | 2.6667 | 72 | 1.2123 | 0.1944 | 1.2123 | 1.1011 |
88
+ | No log | 2.7407 | 74 | 1.3285 | 0.1663 | 1.3285 | 1.1526 |
89
+ | No log | 2.8148 | 76 | 1.3869 | 0.1063 | 1.3869 | 1.1777 |
90
+ | No log | 2.8889 | 78 | 1.4052 | 0.2694 | 1.4052 | 1.1854 |
91
+ | No log | 2.9630 | 80 | 1.2498 | 0.2357 | 1.2498 | 1.1179 |
92
+ | No log | 3.0370 | 82 | 1.2382 | 0.3487 | 1.2382 | 1.1128 |
93
+ | No log | 3.1111 | 84 | 1.2335 | 0.2278 | 1.2335 | 1.1106 |
94
+ | No log | 3.1852 | 86 | 1.2227 | 0.2674 | 1.2227 | 1.1058 |
95
+ | No log | 3.2593 | 88 | 1.2064 | 0.2651 | 1.2064 | 1.0984 |
96
+ | No log | 3.3333 | 90 | 1.1172 | 0.3711 | 1.1172 | 1.0570 |
97
+ | No log | 3.4074 | 92 | 1.1044 | 0.3711 | 1.1044 | 1.0509 |
98
+ | No log | 3.4815 | 94 | 1.0960 | 0.2920 | 1.0960 | 1.0469 |
99
+ | No log | 3.5556 | 96 | 1.0841 | 0.2920 | 1.0841 | 1.0412 |
100
+ | No log | 3.6296 | 98 | 1.0925 | 0.2560 | 1.0925 | 1.0452 |
101
+ | No log | 3.7037 | 100 | 1.1810 | 0.2396 | 1.1810 | 1.0867 |
102
+ | No log | 3.7778 | 102 | 1.3472 | 0.2198 | 1.3472 | 1.1607 |
103
+ | No log | 3.8519 | 104 | 1.3584 | 0.2980 | 1.3584 | 1.1655 |
104
+ | No log | 3.9259 | 106 | 1.2187 | 0.2417 | 1.2187 | 1.1039 |
105
+ | No log | 4.0 | 108 | 1.3011 | 0.2610 | 1.3011 | 1.1407 |
106
+ | No log | 4.0741 | 110 | 1.3714 | 0.2552 | 1.3714 | 1.1711 |
107
+ | No log | 4.1481 | 112 | 1.2557 | 0.2539 | 1.2557 | 1.1206 |
108
+ | No log | 4.2222 | 114 | 1.2805 | 0.2900 | 1.2805 | 1.1316 |
109
+ | No log | 4.2963 | 116 | 1.3011 | 0.2514 | 1.3011 | 1.1407 |
110
+ | No log | 4.3704 | 118 | 1.5645 | 0.1529 | 1.5645 | 1.2508 |
111
+ | No log | 4.4444 | 120 | 1.7437 | 0.0399 | 1.7437 | 1.3205 |
112
+ | No log | 4.5185 | 122 | 1.4496 | 0.1768 | 1.4496 | 1.2040 |
113
+ | No log | 4.5926 | 124 | 1.3258 | 0.1803 | 1.3258 | 1.1514 |
114
+ | No log | 4.6667 | 126 | 1.3937 | 0.2301 | 1.3937 | 1.1805 |
115
+ | No log | 4.7407 | 128 | 1.3169 | 0.2518 | 1.3169 | 1.1476 |
116
+ | No log | 4.8148 | 130 | 1.2863 | 0.2647 | 1.2863 | 1.1341 |
117
+ | No log | 4.8889 | 132 | 1.1520 | 0.0787 | 1.1520 | 1.0733 |
118
+ | No log | 4.9630 | 134 | 1.0937 | 0.1722 | 1.0937 | 1.0458 |
119
+ | No log | 5.0370 | 136 | 1.1191 | 0.1039 | 1.1191 | 1.0579 |
120
+ | No log | 5.1111 | 138 | 1.2385 | 0.2280 | 1.2385 | 1.1129 |
121
+ | No log | 5.1852 | 140 | 1.1661 | 0.2518 | 1.1661 | 1.0799 |
122
+ | No log | 5.2593 | 142 | 1.0637 | 0.1067 | 1.0637 | 1.0314 |
123
+ | No log | 5.3333 | 144 | 1.0907 | 0.1683 | 1.0907 | 1.0444 |
124
+ | No log | 5.4074 | 146 | 1.1505 | 0.1627 | 1.1505 | 1.0726 |
125
+ | No log | 5.4815 | 148 | 1.2417 | 0.2466 | 1.2417 | 1.1143 |
126
+ | No log | 5.5556 | 150 | 1.1978 | 0.2037 | 1.1978 | 1.0944 |
127
+ | No log | 5.6296 | 152 | 1.2829 | 0.2997 | 1.2829 | 1.1327 |
128
+ | No log | 5.7037 | 154 | 1.3572 | 0.2863 | 1.3572 | 1.1650 |
129
+ | No log | 5.7778 | 156 | 1.2393 | 0.1402 | 1.2393 | 1.1133 |
130
+ | No log | 5.8519 | 158 | 1.2144 | 0.1966 | 1.2144 | 1.1020 |
131
+ | No log | 5.9259 | 160 | 1.2241 | 0.2310 | 1.2241 | 1.1064 |
132
+ | No log | 6.0 | 162 | 1.2372 | 0.1899 | 1.2372 | 1.1123 |
133
+ | No log | 6.0741 | 164 | 1.4189 | 0.2915 | 1.4189 | 1.1912 |
134
+ | No log | 6.1481 | 166 | 1.5122 | 0.2694 | 1.5122 | 1.2297 |
135
+ | No log | 6.2222 | 168 | 1.2559 | 0.2477 | 1.2559 | 1.1207 |
136
+ | No log | 6.2963 | 170 | 1.1369 | 0.2743 | 1.1369 | 1.0662 |
137
+ | No log | 6.3704 | 172 | 1.2161 | 0.2440 | 1.2161 | 1.1028 |
138
+ | No log | 6.4444 | 174 | 1.2033 | 0.2440 | 1.2033 | 1.0970 |
139
+ | No log | 6.5185 | 176 | 1.1244 | 0.2019 | 1.1244 | 1.0604 |
140
+ | No log | 6.5926 | 178 | 1.4696 | 0.2272 | 1.4696 | 1.2123 |
141
+ | No log | 6.6667 | 180 | 1.8978 | 0.0818 | 1.8978 | 1.3776 |
142
+ | No log | 6.7407 | 182 | 1.7770 | 0.1291 | 1.7770 | 1.3330 |
143
+ | No log | 6.8148 | 184 | 1.4050 | 0.2599 | 1.4050 | 1.1853 |
144
+ | No log | 6.8889 | 186 | 1.2184 | 0.1990 | 1.2184 | 1.1038 |
145
+ | No log | 6.9630 | 188 | 1.2276 | 0.1051 | 1.2276 | 1.1080 |
146
+ | No log | 7.0370 | 190 | 1.2537 | 0.1704 | 1.2537 | 1.1197 |
147
+ | No log | 7.1111 | 192 | 1.4139 | 0.2015 | 1.4139 | 1.1891 |
148
+ | No log | 7.1852 | 194 | 1.5627 | 0.1600 | 1.5627 | 1.2501 |
149
+ | No log | 7.2593 | 196 | 1.5001 | 0.1992 | 1.5001 | 1.2248 |
150
+ | No log | 7.3333 | 198 | 1.2739 | 0.1436 | 1.2739 | 1.1287 |
151
+ | No log | 7.4074 | 200 | 1.2050 | 0.1723 | 1.2050 | 1.0977 |
152
+ | No log | 7.4815 | 202 | 1.2322 | 0.2135 | 1.2322 | 1.1101 |
153
+ | No log | 7.5556 | 204 | 1.2757 | 0.1517 | 1.2757 | 1.1295 |
154
+ | No log | 7.6296 | 206 | 1.4244 | 0.1740 | 1.4244 | 1.1935 |
155
+ | No log | 7.7037 | 208 | 1.4359 | 0.1740 | 1.4359 | 1.1983 |
156
+ | No log | 7.7778 | 210 | 1.2803 | 0.1554 | 1.2803 | 1.1315 |
157
+ | No log | 7.8519 | 212 | 1.2459 | 0.1466 | 1.2459 | 1.1162 |
158
+ | No log | 7.9259 | 214 | 1.2483 | 0.0934 | 1.2483 | 1.1173 |
159
+ | No log | 8.0 | 216 | 1.3285 | 0.1758 | 1.3285 | 1.1526 |
160
+ | No log | 8.0741 | 218 | 1.5029 | 0.2198 | 1.5029 | 1.2259 |
161
+ | No log | 8.1481 | 220 | 1.5184 | 0.1644 | 1.5184 | 1.2322 |
162
+ | No log | 8.2222 | 222 | 1.4029 | 0.1447 | 1.4029 | 1.1844 |
163
+ | No log | 8.2963 | 224 | 1.3634 | 0.1557 | 1.3634 | 1.1676 |
164
+ | No log | 8.3704 | 226 | 1.3164 | 0.0857 | 1.3164 | 1.1473 |
165
+ | No log | 8.4444 | 228 | 1.3421 | 0.1735 | 1.3421 | 1.1585 |
166
+ | No log | 8.5185 | 230 | 1.3873 | 0.2350 | 1.3873 | 1.1778 |
167
+ | No log | 8.5926 | 232 | 1.5185 | 0.1591 | 1.5185 | 1.2323 |
168
+ | No log | 8.6667 | 234 | 1.6431 | 0.1820 | 1.6431 | 1.2818 |
169
+ | No log | 8.7407 | 236 | 1.6228 | 0.1730 | 1.6228 | 1.2739 |
170
+ | No log | 8.8148 | 238 | 1.4245 | 0.2063 | 1.4245 | 1.1935 |
171
+ | No log | 8.8889 | 240 | 1.1728 | 0.2980 | 1.1728 | 1.0830 |
172
+ | No log | 8.9630 | 242 | 1.0868 | 0.2991 | 1.0868 | 1.0425 |
173
+ | No log | 9.0370 | 244 | 1.1319 | 0.2239 | 1.1319 | 1.0639 |
174
+ | No log | 9.1111 | 246 | 1.0483 | 0.1755 | 1.0483 | 1.0239 |
175
+ | No log | 9.1852 | 248 | 1.0408 | 0.3004 | 1.0408 | 1.0202 |
176
+ | No log | 9.2593 | 250 | 1.2224 | 0.3121 | 1.2224 | 1.1056 |
177
+ | No log | 9.3333 | 252 | 1.2853 | 0.3005 | 1.2853 | 1.1337 |
178
+ | No log | 9.4074 | 254 | 1.1630 | 0.2997 | 1.1630 | 1.0784 |
179
+ | No log | 9.4815 | 256 | 1.0903 | 0.3072 | 1.0903 | 1.0442 |
180
+ | No log | 9.5556 | 258 | 1.1186 | 0.3788 | 1.1186 | 1.0576 |
181
+ | No log | 9.6296 | 260 | 1.1056 | 0.3365 | 1.1056 | 1.0515 |
182
+ | No log | 9.7037 | 262 | 1.0892 | 0.3365 | 1.0892 | 1.0436 |
183
+ | No log | 9.7778 | 264 | 1.0646 | 0.3378 | 1.0646 | 1.0318 |
184
+ | No log | 9.8519 | 266 | 1.0576 | 0.3427 | 1.0576 | 1.0284 |
185
+ | No log | 9.9259 | 268 | 1.0669 | 0.3149 | 1.0669 | 1.0329 |
186
+ | No log | 10.0 | 270 | 1.0823 | 0.3093 | 1.0823 | 1.0404 |
187
+ | No log | 10.0741 | 272 | 1.0933 | 0.2740 | 1.0933 | 1.0456 |
188
+ | No log | 10.1481 | 274 | 1.1257 | 0.2011 | 1.1257 | 1.0610 |
189
+ | No log | 10.2222 | 276 | 1.2412 | 0.2404 | 1.2412 | 1.1141 |
190
+ | No log | 10.2963 | 278 | 1.2290 | 0.2259 | 1.2290 | 1.1086 |
191
+ | No log | 10.3704 | 280 | 1.1843 | 0.2341 | 1.1843 | 1.0882 |
192
+ | No log | 10.4444 | 282 | 1.1482 | 0.2432 | 1.1482 | 1.0716 |
193
+ | No log | 10.5185 | 284 | 1.1731 | 0.3029 | 1.1731 | 1.0831 |
194
+ | No log | 10.5926 | 286 | 1.1401 | 0.2379 | 1.1401 | 1.0678 |
195
+ | No log | 10.6667 | 288 | 1.1862 | 0.2140 | 1.1862 | 1.0891 |
196
+ | No log | 10.7407 | 290 | 1.2711 | 0.2486 | 1.2711 | 1.1274 |
197
+ | No log | 10.8148 | 292 | 1.2386 | 0.2694 | 1.2386 | 1.1129 |
198
+ | No log | 10.8889 | 294 | 1.1797 | 0.2299 | 1.1797 | 1.0861 |
199
+ | No log | 10.9630 | 296 | 1.1720 | 0.2482 | 1.1720 | 1.0826 |
200
+ | No log | 11.0370 | 298 | 1.1677 | 0.3262 | 1.1677 | 1.0806 |
201
+ | No log | 11.1111 | 300 | 1.1397 | 0.2747 | 1.1397 | 1.0675 |
202
+ | No log | 11.1852 | 302 | 1.0702 | 0.2242 | 1.0702 | 1.0345 |
203
+ | No log | 11.2593 | 304 | 1.1012 | 0.2380 | 1.1012 | 1.0494 |
204
+ | No log | 11.3333 | 306 | 1.1764 | 0.2486 | 1.1764 | 1.0846 |
205
+ | No log | 11.4074 | 308 | 1.2287 | 0.2431 | 1.2287 | 1.1085 |
206
+ | No log | 11.4815 | 310 | 1.3025 | 0.1986 | 1.3025 | 1.1413 |
207
+ | No log | 11.5556 | 312 | 1.2879 | 0.2226 | 1.2879 | 1.1348 |
208
+ | No log | 11.6296 | 314 | 1.2796 | 0.2310 | 1.2796 | 1.1312 |
209
+ | No log | 11.7037 | 316 | 1.2696 | 0.1097 | 1.2696 | 1.1268 |
210
+ | No log | 11.7778 | 318 | 1.2703 | 0.2206 | 1.2703 | 1.1271 |
211
+ | No log | 11.8519 | 320 | 1.2404 | 0.2626 | 1.2404 | 1.1137 |
212
+ | No log | 11.9259 | 322 | 1.2183 | 0.2626 | 1.2183 | 1.1038 |
213
+ | No log | 12.0 | 324 | 1.2070 | 0.2647 | 1.2070 | 1.0986 |
214
+ | No log | 12.0741 | 326 | 1.1737 | 0.2496 | 1.1737 | 1.0834 |
215
+ | No log | 12.1481 | 328 | 1.1335 | 0.1864 | 1.1335 | 1.0646 |
216
+ | No log | 12.2222 | 330 | 1.1256 | 0.2454 | 1.1256 | 1.0609 |
217
+ | No log | 12.2963 | 332 | 1.1200 | 0.2068 | 1.1200 | 1.0583 |
218
+ | No log | 12.3704 | 334 | 1.1233 | 0.2222 | 1.1233 | 1.0599 |
219
+ | No log | 12.4444 | 336 | 1.2076 | 0.2801 | 1.2076 | 1.0989 |
220
+ | No log | 12.5185 | 338 | 1.2813 | 0.3193 | 1.2813 | 1.1319 |
221
+ | No log | 12.5926 | 340 | 1.2019 | 0.2864 | 1.2019 | 1.0963 |
222
+ | No log | 12.6667 | 342 | 1.1167 | 0.1704 | 1.1167 | 1.0567 |
223
+ | No log | 12.7407 | 344 | 1.1041 | 0.1696 | 1.1041 | 1.0508 |
224
+ | No log | 12.8148 | 346 | 1.1109 | 0.1992 | 1.1109 | 1.0540 |
225
+ | No log | 12.8889 | 348 | 1.1147 | 0.2454 | 1.1147 | 1.0558 |
226
+ | No log | 12.9630 | 350 | 1.1354 | 0.1975 | 1.1354 | 1.0655 |
227
+ | No log | 13.0370 | 352 | 1.1584 | 0.2485 | 1.1584 | 1.0763 |
228
+ | No log | 13.1111 | 354 | 1.1989 | 0.2371 | 1.1989 | 1.0949 |
229
+ | No log | 13.1852 | 356 | 1.2053 | 0.2371 | 1.2053 | 1.0979 |
230
+ | No log | 13.2593 | 358 | 1.1945 | 0.2371 | 1.1945 | 1.0929 |
231
+ | No log | 13.3333 | 360 | 1.1466 | 0.1468 | 1.1466 | 1.0708 |
232
+ | No log | 13.4074 | 362 | 1.1408 | 0.1239 | 1.1408 | 1.0681 |
233
+ | No log | 13.4815 | 364 | 1.1537 | 0.1126 | 1.1537 | 1.0741 |
234
+ | No log | 13.5556 | 366 | 1.1643 | 0.2023 | 1.1643 | 1.0790 |
235
+ | No log | 13.6296 | 368 | 1.1961 | 0.2690 | 1.1961 | 1.0936 |
236
+ | No log | 13.7037 | 370 | 1.1453 | 0.2097 | 1.1453 | 1.0702 |
237
+ | No log | 13.7778 | 372 | 1.1331 | 0.1371 | 1.1331 | 1.0645 |
238
+ | No log | 13.8519 | 374 | 1.1481 | 0.1840 | 1.1481 | 1.0715 |
239
+ | No log | 13.9259 | 376 | 1.1744 | 0.1481 | 1.1744 | 1.0837 |
240
+ | No log | 14.0 | 378 | 1.2608 | 0.2973 | 1.2608 | 1.1229 |
241
+ | No log | 14.0741 | 380 | 1.3113 | 0.2539 | 1.3113 | 1.1451 |
242
+ | No log | 14.1481 | 382 | 1.2639 | 0.1507 | 1.2639 | 1.1242 |
243
+ | No log | 14.2222 | 384 | 1.2525 | 0.1493 | 1.2525 | 1.1191 |
244
+ | No log | 14.2963 | 386 | 1.2336 | 0.1833 | 1.2336 | 1.1107 |
245
+ | No log | 14.3704 | 388 | 1.1837 | 0.2432 | 1.1837 | 1.0880 |
246
+ | No log | 14.4444 | 390 | 1.1303 | 0.1857 | 1.1303 | 1.0631 |
247
+ | No log | 14.5185 | 392 | 1.1435 | 0.0900 | 1.1435 | 1.0693 |
248
+ | No log | 14.5926 | 394 | 1.2442 | 0.2069 | 1.2442 | 1.1154 |
249
+ | No log | 14.6667 | 396 | 1.3019 | 0.1805 | 1.3019 | 1.1410 |
250
+ | No log | 14.7407 | 398 | 1.2788 | 0.2671 | 1.2788 | 1.1309 |
251
+ | No log | 14.8148 | 400 | 1.1933 | 0.1928 | 1.1933 | 1.0924 |
252
+ | No log | 14.8889 | 402 | 1.1672 | 0.1928 | 1.1672 | 1.0804 |
253
+ | No log | 14.9630 | 404 | 1.1592 | 0.1928 | 1.1592 | 1.0766 |
254
+ | No log | 15.0370 | 406 | 1.2056 | 0.2069 | 1.2056 | 1.0980 |
255
+ | No log | 15.1111 | 408 | 1.2929 | 0.1745 | 1.2929 | 1.1371 |
256
+ | No log | 15.1852 | 410 | 1.2471 | 0.2668 | 1.2471 | 1.1167 |
257
+ | No log | 15.2593 | 412 | 1.1590 | 0.2311 | 1.1590 | 1.0766 |
258
+ | No log | 15.3333 | 414 | 1.1076 | 0.2176 | 1.1076 | 1.0524 |
259
+ | No log | 15.4074 | 416 | 1.0897 | 0.2300 | 1.0897 | 1.0439 |
260
+ | No log | 15.4815 | 418 | 1.0620 | 0.2629 | 1.0620 | 1.0305 |
261
+ | No log | 15.5556 | 420 | 1.0677 | 0.2245 | 1.0677 | 1.0333 |
262
+ | No log | 15.6296 | 422 | 1.1195 | 0.2069 | 1.1195 | 1.0581 |
263
+ | No log | 15.7037 | 424 | 1.1121 | 0.1735 | 1.1121 | 1.0546 |
264
+ | No log | 15.7778 | 426 | 1.1007 | 0.2697 | 1.1007 | 1.0492 |
265
+ | No log | 15.8519 | 428 | 1.1329 | 0.2679 | 1.1329 | 1.0644 |
266
+ | No log | 15.9259 | 430 | 1.1435 | 0.2679 | 1.1435 | 1.0693 |
267
+ | No log | 16.0 | 432 | 1.1501 | 0.2697 | 1.1501 | 1.0724 |
268
+ | No log | 16.0741 | 434 | 1.1620 | 0.2439 | 1.1620 | 1.0780 |
269
+ | No log | 16.1481 | 436 | 1.1866 | 0.2140 | 1.1866 | 1.0893 |
270
+ | No log | 16.2222 | 438 | 1.1948 | 0.1735 | 1.1948 | 1.0931 |
271
+ | No log | 16.2963 | 440 | 1.1712 | 0.1888 | 1.1712 | 1.0822 |
272
+ | No log | 16.3704 | 442 | 1.1297 | 0.1505 | 1.1297 | 1.0629 |
273
+ | No log | 16.4444 | 444 | 1.1428 | 0.2159 | 1.1428 | 1.0690 |
274
+ | No log | 16.5185 | 446 | 1.1640 | 0.2252 | 1.1640 | 1.0789 |
275
+ | No log | 16.5926 | 448 | 1.1654 | 0.2159 | 1.1654 | 1.0795 |
276
+ | No log | 16.6667 | 450 | 1.1718 | 0.1722 | 1.1718 | 1.0825 |
277
+ | No log | 16.7407 | 452 | 1.2098 | 0.1801 | 1.2098 | 1.0999 |
278
+ | No log | 16.8148 | 454 | 1.1935 | 0.2073 | 1.1935 | 1.0925 |
279
+ | No log | 16.8889 | 456 | 1.1535 | 0.1361 | 1.1535 | 1.0740 |
280
+ | No log | 16.9630 | 458 | 1.1597 | 0.2393 | 1.1597 | 1.0769 |
281
+ | No log | 17.0370 | 460 | 1.1781 | 0.2432 | 1.1781 | 1.0854 |
282
+ | No log | 17.1111 | 462 | 1.1679 | 0.2312 | 1.1679 | 1.0807 |
283
+ | No log | 17.1852 | 464 | 1.1680 | 0.1095 | 1.1680 | 1.0807 |
284
+ | No log | 17.2593 | 466 | 1.2701 | 0.1171 | 1.2701 | 1.1270 |
285
+ | No log | 17.3333 | 468 | 1.2991 | 0.1546 | 1.2991 | 1.1398 |
286
+ | No log | 17.4074 | 470 | 1.2341 | 0.1801 | 1.2341 | 1.1109 |
287
+ | No log | 17.4815 | 472 | 1.2176 | 0.1864 | 1.2176 | 1.1034 |
288
+ | No log | 17.5556 | 474 | 1.2284 | 0.1567 | 1.2284 | 1.1083 |
289
+ | No log | 17.6296 | 476 | 1.2235 | 0.1505 | 1.2235 | 1.1061 |
290
+ | No log | 17.7037 | 478 | 1.2076 | 0.2393 | 1.2076 | 1.0989 |
291
+ | No log | 17.7778 | 480 | 1.1985 | 0.1755 | 1.1985 | 1.0948 |
292
+ | No log | 17.8519 | 482 | 1.1727 | 0.1408 | 1.1727 | 1.0829 |
293
+ | No log | 17.9259 | 484 | 1.1552 | 0.1408 | 1.1552 | 1.0748 |
294
+ | No log | 18.0 | 486 | 1.1382 | 0.1707 | 1.1382 | 1.0669 |
295
+ | No log | 18.0741 | 488 | 1.1264 | 0.0890 | 1.1264 | 1.0613 |
296
+ | No log | 18.1481 | 490 | 1.1522 | 0.2151 | 1.1522 | 1.0734 |
297
+ | No log | 18.2222 | 492 | 1.2385 | 0.2239 | 1.2385 | 1.1129 |
298
+ | No log | 18.2963 | 494 | 1.2515 | 0.2293 | 1.2515 | 1.1187 |
299
+ | No log | 18.3704 | 496 | 1.1736 | 0.0916 | 1.1736 | 1.0833 |
300
+ | No log | 18.4444 | 498 | 1.1394 | 0.1698 | 1.1394 | 1.0674 |
301
+ | 0.2961 | 18.5185 | 500 | 1.1369 | 0.1217 | 1.1369 | 1.0662 |
302
+ | 0.2961 | 18.5926 | 502 | 1.1669 | 0.2336 | 1.1669 | 1.0802 |
303
+ | 0.2961 | 18.6667 | 504 | 1.1833 | 0.1715 | 1.1833 | 1.0878 |
304
+ | 0.2961 | 18.7407 | 506 | 1.2082 | 0.1299 | 1.2082 | 1.0992 |
305
+ | 0.2961 | 18.8148 | 508 | 1.2560 | 0.1483 | 1.2560 | 1.1207 |
306
+ | 0.2961 | 18.8889 | 510 | 1.2950 | 0.1145 | 1.2950 | 1.1380 |
307
+ | 0.2961 | 18.9630 | 512 | 1.2757 | 0.0648 | 1.2757 | 1.1295 |
308
+ | 0.2961 | 19.0370 | 514 | 1.2150 | 0.0951 | 1.2150 | 1.1023 |
309
+ | 0.2961 | 19.1111 | 516 | 1.2014 | 0.1786 | 1.2014 | 1.0961 |
310
+ | 0.2961 | 19.1852 | 518 | 1.1945 | 0.1994 | 1.1945 | 1.0929 |
311
+ | 0.2961 | 19.2593 | 520 | 1.1825 | 0.1662 | 1.1825 | 1.0874 |
312
+ | 0.2961 | 19.3333 | 522 | 1.1837 | 0.1067 | 1.1837 | 1.0880 |
313
+ | 0.2961 | 19.4074 | 524 | 1.1960 | 0.1733 | 1.1960 | 1.0936 |
314
+ | 0.2961 | 19.4815 | 526 | 1.2066 | 0.1733 | 1.2066 | 1.0985 |
315
+ | 0.2961 | 19.5556 | 528 | 1.1939 | 0.1319 | 1.1939 | 1.0927 |
316
+ | 0.2961 | 19.6296 | 530 | 1.1945 | 0.1040 | 1.1945 | 1.0929 |
317
+ | 0.2961 | 19.7037 | 532 | 1.2010 | 0.1319 | 1.2010 | 1.0959 |
318
+ | 0.2961 | 19.7778 | 534 | 1.2139 | 0.1206 | 1.2139 | 1.1018 |
319
+ | 0.2961 | 19.8519 | 536 | 1.2087 | 0.1319 | 1.2087 | 1.0994 |
320
+ | 0.2961 | 19.9259 | 538 | 1.2224 | 0.1557 | 1.2224 | 1.1056 |
321
+ | 0.2961 | 20.0 | 540 | 1.2283 | 0.1305 | 1.2283 | 1.1083 |
322
+ | 0.2961 | 20.0741 | 542 | 1.2267 | 0.1305 | 1.2267 | 1.1075 |
323
+ | 0.2961 | 20.1481 | 544 | 1.1990 | 0.1319 | 1.1990 | 1.0950 |
324
+ | 0.2961 | 20.2222 | 546 | 1.1951 | 0.1683 | 1.1951 | 1.0932 |
325
+ | 0.2961 | 20.2963 | 548 | 1.1668 | 0.0980 | 1.1668 | 1.0802 |
326
+ | 0.2961 | 20.3704 | 550 | 1.1606 | 0.0980 | 1.1606 | 1.0773 |
327
+ | 0.2961 | 20.4444 | 552 | 1.1731 | 0.1009 | 1.1731 | 1.0831 |
328
+ | 0.2961 | 20.5185 | 554 | 1.1744 | 0.0980 | 1.1744 | 1.0837 |
329
+ | 0.2961 | 20.5926 | 556 | 1.1747 | 0.0831 | 1.1747 | 1.0838 |
330
 
331
 
332
  ### Framework versions
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