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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization

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  1. README.md +285 -261
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8032
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- - Qwk: 0.5085
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- - Mse: 0.8032
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- - Rmse: 0.8962
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  ## Model description
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@@ -49,261 +49,285 @@ 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 | 4.7401 | 0.0010 | 4.7401 | 2.1772 |
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- | No log | 0.1143 | 4 | 2.6516 | 0.0215 | 2.6516 | 1.6284 |
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- | No log | 0.1714 | 6 | 1.8450 | 0.0062 | 1.8450 | 1.3583 |
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- | No log | 0.2286 | 8 | 1.7936 | 0.0161 | 1.7936 | 1.3393 |
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- | No log | 0.2857 | 10 | 1.8187 | 0.0082 | 1.8187 | 1.3486 |
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- | No log | 0.3429 | 12 | 1.4676 | -0.0337 | 1.4676 | 1.2114 |
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- | No log | 0.4 | 14 | 1.3447 | 0.0677 | 1.3447 | 1.1596 |
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- | No log | 0.4571 | 16 | 1.4103 | 0.1379 | 1.4103 | 1.1876 |
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- | No log | 0.5143 | 18 | 1.6705 | -0.0300 | 1.6705 | 1.2925 |
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- | No log | 0.5714 | 20 | 1.6006 | -0.0149 | 1.6006 | 1.2652 |
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- | No log | 0.6286 | 22 | 1.3490 | 0.1698 | 1.3490 | 1.1615 |
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- | No log | 0.6857 | 24 | 1.1385 | 0.2386 | 1.1385 | 1.0670 |
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- | No log | 0.7429 | 26 | 1.1100 | 0.2887 | 1.1100 | 1.0536 |
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- | No log | 0.8 | 28 | 1.1705 | 0.2081 | 1.1705 | 1.0819 |
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- | No log | 0.8571 | 30 | 1.2144 | 0.1622 | 1.2144 | 1.1020 |
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- | No log | 0.9143 | 32 | 1.2136 | 0.1136 | 1.2136 | 1.1017 |
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- | No log | 0.9714 | 34 | 1.2811 | 0.1136 | 1.2811 | 1.1319 |
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- | No log | 1.0286 | 36 | 1.3852 | 0.1080 | 1.3852 | 1.1770 |
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- | No log | 1.0857 | 38 | 1.7299 | 0.2479 | 1.7299 | 1.3153 |
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- | No log | 1.1429 | 40 | 1.7168 | 0.2794 | 1.7168 | 1.3103 |
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- | No log | 1.2 | 42 | 1.6025 | 0.2925 | 1.6025 | 1.2659 |
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- | No log | 1.2571 | 44 | 1.2945 | 0.1675 | 1.2945 | 1.1378 |
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- | No log | 1.3143 | 46 | 1.3479 | 0.1827 | 1.3479 | 1.1610 |
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- | No log | 1.3714 | 48 | 1.2538 | 0.1530 | 1.2538 | 1.1197 |
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- | No log | 1.4286 | 50 | 1.2985 | 0.2214 | 1.2985 | 1.1395 |
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- | No log | 1.4857 | 52 | 1.4143 | 0.0936 | 1.4143 | 1.1892 |
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- | No log | 1.5429 | 54 | 1.2901 | 0.2359 | 1.2901 | 1.1358 |
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- | No log | 1.6 | 56 | 1.0260 | 0.3035 | 1.0260 | 1.0129 |
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- | No log | 1.6571 | 58 | 0.8957 | 0.3557 | 0.8957 | 0.9464 |
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- | No log | 1.7143 | 60 | 0.8920 | 0.4033 | 0.8920 | 0.9445 |
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- | No log | 1.7714 | 62 | 0.9303 | 0.4054 | 0.9303 | 0.9645 |
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- | No log | 1.8286 | 64 | 1.1105 | 0.2640 | 1.1105 | 1.0538 |
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- | No log | 1.8857 | 66 | 1.1407 | 0.1530 | 1.1407 | 1.0680 |
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- | No log | 1.9429 | 68 | 1.0928 | 0.2959 | 1.0928 | 1.0454 |
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- | No log | 2.0 | 70 | 1.0959 | 0.2325 | 1.0959 | 1.0468 |
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- | No log | 2.0571 | 72 | 1.1002 | 0.2857 | 1.1002 | 1.0489 |
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- | No log | 2.1143 | 74 | 1.2845 | 0.4392 | 1.2845 | 1.1334 |
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- | No log | 2.1714 | 76 | 1.1527 | 0.4199 | 1.1527 | 1.0736 |
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- | No log | 2.2286 | 78 | 1.0310 | 0.4950 | 1.0310 | 1.0154 |
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- | No log | 2.2857 | 80 | 0.8796 | 0.5387 | 0.8796 | 0.9379 |
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- | No log | 2.3429 | 82 | 0.8350 | 0.4524 | 0.8350 | 0.9138 |
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- | No log | 2.4 | 84 | 0.8280 | 0.4703 | 0.8280 | 0.9099 |
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- | No log | 2.4571 | 86 | 1.0498 | 0.4590 | 1.0498 | 1.0246 |
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- | No log | 2.5143 | 88 | 1.3013 | 0.4182 | 1.3013 | 1.1407 |
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- | No log | 2.5714 | 90 | 1.3060 | 0.3595 | 1.3060 | 1.1428 |
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- | No log | 2.6286 | 92 | 1.4420 | 0.3355 | 1.4420 | 1.2008 |
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- | No log | 2.6857 | 94 | 1.3759 | 0.2379 | 1.3759 | 1.1730 |
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- | No log | 2.7429 | 96 | 1.0633 | 0.3144 | 1.0633 | 1.0312 |
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- | No log | 2.8 | 98 | 0.8915 | 0.4235 | 0.8915 | 0.9442 |
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- | No log | 2.8571 | 100 | 0.8659 | 0.5059 | 0.8659 | 0.9306 |
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- | No log | 2.9143 | 102 | 0.8550 | 0.5184 | 0.8550 | 0.9247 |
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- | No log | 2.9714 | 104 | 0.8737 | 0.4235 | 0.8737 | 0.9347 |
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- | No log | 3.0286 | 106 | 0.9681 | 0.3613 | 0.9681 | 0.9839 |
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- | No log | 3.0857 | 108 | 0.8925 | 0.4341 | 0.8925 | 0.9447 |
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- | No log | 3.1429 | 110 | 0.7897 | 0.5143 | 0.7897 | 0.8886 |
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- | No log | 3.2 | 112 | 0.7840 | 0.5492 | 0.7840 | 0.8854 |
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- | No log | 3.2571 | 114 | 0.8336 | 0.6146 | 0.8336 | 0.9130 |
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- | No log | 3.3143 | 116 | 0.9964 | 0.5526 | 0.9964 | 0.9982 |
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- | No log | 3.3714 | 118 | 0.7992 | 0.6307 | 0.7992 | 0.8940 |
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- | No log | 3.4286 | 120 | 0.8741 | 0.6184 | 0.8741 | 0.9350 |
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- | No log | 3.4857 | 122 | 0.8121 | 0.6213 | 0.8121 | 0.9012 |
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- | No log | 3.5429 | 124 | 0.7494 | 0.5416 | 0.7494 | 0.8657 |
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- | No log | 3.6 | 126 | 0.9519 | 0.5534 | 0.9519 | 0.9757 |
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- | No log | 3.6571 | 128 | 0.8432 | 0.5679 | 0.8432 | 0.9183 |
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- | No log | 3.7143 | 130 | 0.7916 | 0.5192 | 0.7916 | 0.8897 |
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- | No log | 3.7714 | 132 | 1.0486 | 0.4677 | 1.0486 | 1.0240 |
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- | No log | 3.8286 | 134 | 1.0815 | 0.4186 | 1.0815 | 1.0400 |
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- | No log | 3.8857 | 136 | 0.8974 | 0.4539 | 0.8974 | 0.9473 |
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- | No log | 3.9429 | 138 | 0.8774 | 0.3441 | 0.8774 | 0.9367 |
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- | No log | 4.0 | 140 | 1.1955 | 0.2071 | 1.1955 | 1.0934 |
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- | No log | 4.0571 | 142 | 1.4370 | 0.2641 | 1.4370 | 1.1987 |
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- | No log | 4.1143 | 144 | 1.3623 | 0.2083 | 1.3623 | 1.1672 |
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- | No log | 4.1714 | 146 | 1.0523 | 0.3006 | 1.0523 | 1.0258 |
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- | No log | 4.2286 | 148 | 0.8441 | 0.4008 | 0.8441 | 0.9187 |
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- | No log | 4.2857 | 150 | 0.8569 | 0.5314 | 0.8569 | 0.9257 |
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- | No log | 4.3429 | 152 | 0.8593 | 0.5318 | 0.8593 | 0.9270 |
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- | No log | 4.4 | 154 | 0.8270 | 0.5552 | 0.8270 | 0.9094 |
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- | No log | 4.4571 | 156 | 0.8386 | 0.5364 | 0.8386 | 0.9157 |
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- | No log | 4.5143 | 158 | 0.8643 | 0.5841 | 0.8643 | 0.9297 |
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- | No log | 4.5714 | 160 | 0.9621 | 0.5596 | 0.9621 | 0.9809 |
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- | No log | 4.6286 | 162 | 0.8887 | 0.5369 | 0.8887 | 0.9427 |
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- | No log | 4.6857 | 164 | 0.8529 | 0.5276 | 0.8529 | 0.9235 |
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- | No log | 4.7429 | 166 | 0.8795 | 0.6017 | 0.8795 | 0.9378 |
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- | No log | 4.8 | 168 | 0.8583 | 0.5309 | 0.8583 | 0.9265 |
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- | No log | 4.8571 | 170 | 0.9254 | 0.4157 | 0.9254 | 0.9620 |
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- | No log | 4.9143 | 172 | 1.0849 | 0.2731 | 1.0849 | 1.0416 |
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- | No log | 4.9714 | 174 | 0.9723 | 0.4155 | 0.9723 | 0.9861 |
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- | No log | 5.0286 | 176 | 0.8335 | 0.4626 | 0.8335 | 0.9130 |
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- | No log | 5.0857 | 178 | 0.8637 | 0.5211 | 0.8637 | 0.9294 |
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- | No log | 5.1429 | 180 | 0.8939 | 0.5443 | 0.8939 | 0.9454 |
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- | No log | 5.2 | 182 | 0.7956 | 0.5259 | 0.7956 | 0.8920 |
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- | No log | 5.2571 | 184 | 0.8394 | 0.4961 | 0.8394 | 0.9162 |
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- | No log | 5.3143 | 186 | 1.0286 | 0.4503 | 1.0286 | 1.0142 |
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- | No log | 5.3714 | 188 | 1.0888 | 0.4511 | 1.0888 | 1.0435 |
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- | No log | 5.4286 | 190 | 0.9001 | 0.4589 | 0.9001 | 0.9488 |
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- | No log | 5.4857 | 192 | 0.7578 | 0.6272 | 0.7578 | 0.8705 |
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- | No log | 5.5429 | 194 | 0.8088 | 0.5706 | 0.8088 | 0.8993 |
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- | No log | 5.6 | 196 | 0.7737 | 0.5806 | 0.7737 | 0.8796 |
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- | No log | 5.6571 | 198 | 0.7991 | 0.5630 | 0.7991 | 0.8939 |
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- | No log | 5.7143 | 200 | 0.9356 | 0.5222 | 0.9356 | 0.9673 |
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- | No log | 5.7714 | 202 | 0.8869 | 0.5379 | 0.8869 | 0.9418 |
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- | No log | 5.8286 | 204 | 0.7953 | 0.5861 | 0.7953 | 0.8918 |
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- | No log | 5.8857 | 206 | 0.7889 | 0.5815 | 0.7889 | 0.8882 |
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- | No log | 5.9429 | 208 | 0.7981 | 0.5843 | 0.7981 | 0.8934 |
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- | No log | 6.0 | 210 | 0.8627 | 0.4537 | 0.8627 | 0.9288 |
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- | No log | 6.0571 | 212 | 1.0025 | 0.4830 | 1.0025 | 1.0013 |
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- | No log | 6.1143 | 214 | 0.9904 | 0.4693 | 0.9904 | 0.9952 |
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- | No log | 6.1714 | 216 | 0.8700 | 0.4235 | 0.8700 | 0.9327 |
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- | No log | 6.2286 | 218 | 0.8209 | 0.3671 | 0.8209 | 0.9061 |
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- | No log | 6.2857 | 220 | 0.8218 | 0.4235 | 0.8218 | 0.9065 |
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- | No log | 6.3429 | 222 | 0.8120 | 0.4465 | 0.8120 | 0.9011 |
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- | No log | 6.4 | 224 | 0.8227 | 0.5500 | 0.8227 | 0.9070 |
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- | No log | 6.4571 | 226 | 0.8786 | 0.4544 | 0.8786 | 0.9373 |
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- | No log | 6.5143 | 228 | 0.9404 | 0.4813 | 0.9404 | 0.9697 |
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- | No log | 6.5714 | 230 | 0.8845 | 0.4544 | 0.8845 | 0.9405 |
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- | No log | 6.6286 | 232 | 0.8138 | 0.4483 | 0.8138 | 0.9021 |
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- | No log | 6.6857 | 234 | 0.7997 | 0.5443 | 0.7997 | 0.8942 |
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- | No log | 6.7429 | 236 | 0.8201 | 0.5337 | 0.8201 | 0.9056 |
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- | No log | 6.8 | 238 | 0.8200 | 0.5462 | 0.8200 | 0.9055 |
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- | No log | 6.8571 | 240 | 0.8081 | 0.5462 | 0.8081 | 0.8989 |
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- | No log | 6.9143 | 242 | 0.8163 | 0.5458 | 0.8163 | 0.9035 |
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- | No log | 6.9714 | 244 | 0.7949 | 0.5245 | 0.7949 | 0.8915 |
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- | No log | 7.0286 | 246 | 0.7867 | 0.5330 | 0.7867 | 0.8870 |
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- | No log | 7.0857 | 248 | 0.8637 | 0.5680 | 0.8637 | 0.9293 |
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- | No log | 7.1429 | 250 | 0.8939 | 0.5475 | 0.8939 | 0.9455 |
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- | No log | 7.2 | 252 | 0.8097 | 0.5523 | 0.8097 | 0.8998 |
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- | No log | 7.2571 | 254 | 0.8721 | 0.5455 | 0.8721 | 0.9339 |
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- | No log | 7.3143 | 256 | 0.9939 | 0.4670 | 0.9939 | 0.9969 |
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- | No log | 7.3714 | 258 | 0.8698 | 0.5369 | 0.8698 | 0.9326 |
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- | No log | 7.4286 | 260 | 0.8082 | 0.5634 | 0.8082 | 0.8990 |
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- | No log | 7.4857 | 262 | 0.8623 | 0.5473 | 0.8623 | 0.9286 |
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- | No log | 7.5429 | 264 | 0.8341 | 0.5519 | 0.8341 | 0.9133 |
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- | No log | 7.6 | 266 | 0.8155 | 0.5509 | 0.8155 | 0.9031 |
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- | No log | 7.6571 | 268 | 0.8938 | 0.4866 | 0.8938 | 0.9454 |
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- | No log | 7.7143 | 270 | 0.9035 | 0.4887 | 0.9035 | 0.9505 |
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- | No log | 7.7714 | 272 | 0.8685 | 0.5820 | 0.8685 | 0.9320 |
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- | No log | 7.8286 | 274 | 0.8386 | 0.5262 | 0.8386 | 0.9157 |
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- | No log | 7.8857 | 276 | 0.8503 | 0.5212 | 0.8503 | 0.9221 |
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- | No log | 7.9429 | 278 | 0.8269 | 0.5094 | 0.8269 | 0.9093 |
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- | No log | 8.0 | 280 | 0.8788 | 0.4431 | 0.8788 | 0.9374 |
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- | No log | 8.0571 | 282 | 0.9414 | 0.4292 | 0.9414 | 0.9703 |
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- | No log | 8.1143 | 284 | 0.8762 | 0.4570 | 0.8762 | 0.9361 |
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- | No log | 8.1714 | 286 | 0.8356 | 0.4220 | 0.8356 | 0.9141 |
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- | No log | 8.2286 | 288 | 0.8305 | 0.4555 | 0.8305 | 0.9113 |
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- | No log | 8.2857 | 290 | 0.8216 | 0.4705 | 0.8216 | 0.9064 |
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- | No log | 8.3429 | 292 | 0.8287 | 0.5110 | 0.8287 | 0.9103 |
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- | No log | 8.4 | 294 | 0.8137 | 0.5495 | 0.8137 | 0.9021 |
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- | No log | 8.4571 | 296 | 0.8105 | 0.5532 | 0.8105 | 0.9003 |
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- | No log | 8.5143 | 298 | 0.8072 | 0.5801 | 0.8072 | 0.8984 |
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- | No log | 8.5714 | 300 | 0.8027 | 0.4949 | 0.8027 | 0.8960 |
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- | No log | 8.6286 | 302 | 0.8031 | 0.4872 | 0.8031 | 0.8961 |
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- | No log | 8.6857 | 304 | 0.8126 | 0.5008 | 0.8126 | 0.9014 |
204
- | No log | 8.7429 | 306 | 0.8167 | 0.5110 | 0.8167 | 0.9037 |
205
- | No log | 8.8 | 308 | 0.8165 | 0.5110 | 0.8165 | 0.9036 |
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- | No log | 8.8571 | 310 | 0.8094 | 0.5072 | 0.8094 | 0.8997 |
207
- | No log | 8.9143 | 312 | 0.8162 | 0.5094 | 0.8162 | 0.9034 |
208
- | No log | 8.9714 | 314 | 0.8224 | 0.5223 | 0.8224 | 0.9069 |
209
- | No log | 9.0286 | 316 | 0.8221 | 0.5098 | 0.8221 | 0.9067 |
210
- | No log | 9.0857 | 318 | 0.8469 | 0.4935 | 0.8469 | 0.9203 |
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- | No log | 9.1429 | 320 | 0.8406 | 0.5607 | 0.8406 | 0.9169 |
212
- | No log | 9.2 | 322 | 0.8120 | 0.5889 | 0.8120 | 0.9011 |
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- | No log | 9.2571 | 324 | 0.8051 | 0.5838 | 0.8051 | 0.8973 |
214
- | No log | 9.3143 | 326 | 0.8092 | 0.5838 | 0.8092 | 0.8995 |
215
- | No log | 9.3714 | 328 | 0.7798 | 0.5155 | 0.7798 | 0.8831 |
216
- | No log | 9.4286 | 330 | 0.8302 | 0.4234 | 0.8302 | 0.9112 |
217
- | No log | 9.4857 | 332 | 0.8035 | 0.4429 | 0.8035 | 0.8964 |
218
- | No log | 9.5429 | 334 | 0.7594 | 0.5137 | 0.7594 | 0.8715 |
219
- | No log | 9.6 | 336 | 0.7561 | 0.6049 | 0.7561 | 0.8695 |
220
- | No log | 9.6571 | 338 | 0.7727 | 0.5607 | 0.7727 | 0.8790 |
221
- | No log | 9.7143 | 340 | 0.8282 | 0.5549 | 0.8282 | 0.9100 |
222
- | No log | 9.7714 | 342 | 0.7910 | 0.5855 | 0.7910 | 0.8894 |
223
- | No log | 9.8286 | 344 | 0.7902 | 0.6041 | 0.7902 | 0.8889 |
224
- | No log | 9.8857 | 346 | 0.7998 | 0.5825 | 0.7998 | 0.8943 |
225
- | No log | 9.9429 | 348 | 0.8029 | 0.4810 | 0.8029 | 0.8960 |
226
- | No log | 10.0 | 350 | 0.8004 | 0.4789 | 0.8004 | 0.8947 |
227
- | No log | 10.0571 | 352 | 0.7996 | 0.4728 | 0.7996 | 0.8942 |
228
- | No log | 10.1143 | 354 | 0.7987 | 0.4381 | 0.7987 | 0.8937 |
229
- | No log | 10.1714 | 356 | 0.7937 | 0.5271 | 0.7937 | 0.8909 |
230
- | No log | 10.2286 | 358 | 0.7917 | 0.5424 | 0.7917 | 0.8898 |
231
- | No log | 10.2857 | 360 | 0.7813 | 0.5697 | 0.7813 | 0.8839 |
232
- | No log | 10.3429 | 362 | 0.7711 | 0.6239 | 0.7711 | 0.8781 |
233
- | No log | 10.4 | 364 | 0.7789 | 0.6399 | 0.7789 | 0.8825 |
234
- | No log | 10.4571 | 366 | 0.7783 | 0.6506 | 0.7783 | 0.8822 |
235
- | No log | 10.5143 | 368 | 0.7809 | 0.6399 | 0.7809 | 0.8837 |
236
- | No log | 10.5714 | 370 | 0.7935 | 0.5860 | 0.7935 | 0.8908 |
237
- | No log | 10.6286 | 372 | 0.8095 | 0.4853 | 0.8095 | 0.8997 |
238
- | No log | 10.6857 | 374 | 0.8245 | 0.5042 | 0.8245 | 0.9080 |
239
- | No log | 10.7429 | 376 | 0.8620 | 0.5849 | 0.8620 | 0.9285 |
240
- | No log | 10.8 | 378 | 0.8447 | 0.5528 | 0.8447 | 0.9191 |
241
- | No log | 10.8571 | 380 | 0.8590 | 0.4709 | 0.8590 | 0.9268 |
242
- | No log | 10.9143 | 382 | 0.8835 | 0.3862 | 0.8835 | 0.9400 |
243
- | No log | 10.9714 | 384 | 0.8549 | 0.4781 | 0.8549 | 0.9246 |
244
- | No log | 11.0286 | 386 | 0.8511 | 0.4902 | 0.8511 | 0.9226 |
245
- | No log | 11.0857 | 388 | 0.8346 | 0.5647 | 0.8346 | 0.9135 |
246
- | No log | 11.1429 | 390 | 0.8252 | 0.5974 | 0.8252 | 0.9084 |
247
- | No log | 11.2 | 392 | 0.8148 | 0.4760 | 0.8148 | 0.9027 |
248
- | No log | 11.2571 | 394 | 0.8737 | 0.3568 | 0.8737 | 0.9347 |
249
- | No log | 11.3143 | 396 | 0.8967 | 0.3818 | 0.8967 | 0.9469 |
250
- | No log | 11.3714 | 398 | 0.8259 | 0.4483 | 0.8259 | 0.9088 |
251
- | No log | 11.4286 | 400 | 0.8320 | 0.5914 | 0.8320 | 0.9121 |
252
- | No log | 11.4857 | 402 | 1.0087 | 0.5346 | 1.0087 | 1.0044 |
253
- | No log | 11.5429 | 404 | 1.0025 | 0.5328 | 1.0025 | 1.0013 |
254
- | No log | 11.6 | 406 | 0.8451 | 0.5886 | 0.8451 | 0.9193 |
255
- | No log | 11.6571 | 408 | 0.8035 | 0.5115 | 0.8035 | 0.8964 |
256
- | No log | 11.7143 | 410 | 0.8852 | 0.4479 | 0.8852 | 0.9409 |
257
- | No log | 11.7714 | 412 | 0.8813 | 0.4479 | 0.8813 | 0.9388 |
258
- | No log | 11.8286 | 414 | 0.8270 | 0.4781 | 0.8270 | 0.9094 |
259
- | No log | 11.8857 | 416 | 0.8086 | 0.5023 | 0.8086 | 0.8992 |
260
- | No log | 11.9429 | 418 | 0.7987 | 0.5647 | 0.7987 | 0.8937 |
261
- | No log | 12.0 | 420 | 0.8020 | 0.5556 | 0.8020 | 0.8955 |
262
- | No log | 12.0571 | 422 | 0.8257 | 0.5794 | 0.8257 | 0.9087 |
263
- | No log | 12.1143 | 424 | 0.8151 | 0.5607 | 0.8151 | 0.9028 |
264
- | No log | 12.1714 | 426 | 0.7945 | 0.5732 | 0.7945 | 0.8913 |
265
- | No log | 12.2286 | 428 | 0.7847 | 0.5509 | 0.7847 | 0.8858 |
266
- | No log | 12.2857 | 430 | 0.7815 | 0.5489 | 0.7815 | 0.8840 |
267
- | No log | 12.3429 | 432 | 0.8050 | 0.5226 | 0.8050 | 0.8972 |
268
- | No log | 12.4 | 434 | 0.7909 | 0.5085 | 0.7909 | 0.8893 |
269
- | No log | 12.4571 | 436 | 0.7766 | 0.5462 | 0.7766 | 0.8812 |
270
- | No log | 12.5143 | 438 | 0.7982 | 0.5587 | 0.7982 | 0.8934 |
271
- | No log | 12.5714 | 440 | 0.7960 | 0.5610 | 0.7960 | 0.8922 |
272
- | No log | 12.6286 | 442 | 0.7714 | 0.5220 | 0.7714 | 0.8783 |
273
- | No log | 12.6857 | 444 | 0.7511 | 0.4789 | 0.7511 | 0.8666 |
274
- | No log | 12.7429 | 446 | 0.7418 | 0.5178 | 0.7418 | 0.8613 |
275
- | No log | 12.8 | 448 | 0.7558 | 0.5474 | 0.7558 | 0.8693 |
276
- | No log | 12.8571 | 450 | 0.7481 | 0.5244 | 0.7481 | 0.8649 |
277
- | No log | 12.9143 | 452 | 0.7401 | 0.5719 | 0.7401 | 0.8603 |
278
- | No log | 12.9714 | 454 | 0.7364 | 0.5697 | 0.7364 | 0.8581 |
279
- | No log | 13.0286 | 456 | 0.7542 | 0.5008 | 0.7542 | 0.8685 |
280
- | No log | 13.0857 | 458 | 0.7542 | 0.5697 | 0.7542 | 0.8685 |
281
- | No log | 13.1429 | 460 | 0.7721 | 0.5697 | 0.7721 | 0.8787 |
282
- | No log | 13.2 | 462 | 0.7899 | 0.5037 | 0.7899 | 0.8887 |
283
- | No log | 13.2571 | 464 | 0.8060 | 0.4854 | 0.8060 | 0.8978 |
284
- | No log | 13.3143 | 466 | 0.8323 | 0.4885 | 0.8323 | 0.9123 |
285
- | No log | 13.3714 | 468 | 0.8430 | 0.4885 | 0.8430 | 0.9182 |
286
- | No log | 13.4286 | 470 | 0.8184 | 0.4854 | 0.8184 | 0.9046 |
287
- | No log | 13.4857 | 472 | 0.8023 | 0.5271 | 0.8023 | 0.8957 |
288
- | No log | 13.5429 | 474 | 0.8102 | 0.6006 | 0.8102 | 0.9001 |
289
- | No log | 13.6 | 476 | 0.8065 | 0.5098 | 0.8065 | 0.8980 |
290
- | No log | 13.6571 | 478 | 0.8243 | 0.5037 | 0.8243 | 0.9079 |
291
- | No log | 13.7143 | 480 | 0.8393 | 0.4677 | 0.8393 | 0.9162 |
292
- | No log | 13.7714 | 482 | 0.8045 | 0.5037 | 0.8045 | 0.8970 |
293
- | No log | 13.8286 | 484 | 0.7782 | 0.5066 | 0.7782 | 0.8822 |
294
- | No log | 13.8857 | 486 | 0.7680 | 0.6176 | 0.7680 | 0.8764 |
295
- | No log | 13.9429 | 488 | 0.7735 | 0.5862 | 0.7735 | 0.8795 |
296
- | No log | 14.0 | 490 | 0.7565 | 0.6272 | 0.7565 | 0.8698 |
297
- | No log | 14.0571 | 492 | 0.7741 | 0.6237 | 0.7741 | 0.8798 |
298
- | No log | 14.1143 | 494 | 0.7877 | 0.5944 | 0.7877 | 0.8875 |
299
- | No log | 14.1714 | 496 | 0.8004 | 0.5806 | 0.8004 | 0.8946 |
300
- | No log | 14.2286 | 498 | 0.7736 | 0.6251 | 0.7736 | 0.8795 |
301
- | 0.3753 | 14.2857 | 500 | 0.7661 | 0.5738 | 0.7661 | 0.8753 |
302
- | 0.3753 | 14.3429 | 502 | 0.7780 | 0.5149 | 0.7780 | 0.8820 |
303
- | 0.3753 | 14.4 | 504 | 0.7847 | 0.5149 | 0.7847 | 0.8858 |
304
- | 0.3753 | 14.4571 | 506 | 0.7880 | 0.5160 | 0.7880 | 0.8877 |
305
- | 0.3753 | 14.5143 | 508 | 0.7919 | 0.5178 | 0.7919 | 0.8899 |
306
- | 0.3753 | 14.5714 | 510 | 0.8032 | 0.5085 | 0.8032 | 0.8962 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2327
19
+ - Qwk: 0.1512
20
+ - Mse: 1.2327
21
+ - Rmse: 1.1103
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0690 | 2 | 4.7847 | 0.0010 | 4.7847 | 2.1874 |
53
+ | No log | 0.1379 | 4 | 2.7317 | -0.0011 | 2.7317 | 1.6528 |
54
+ | No log | 0.2069 | 6 | 2.2480 | -0.0553 | 2.2480 | 1.4993 |
55
+ | No log | 0.2759 | 8 | 3.0505 | -0.1046 | 3.0505 | 1.7466 |
56
+ | No log | 0.3448 | 10 | 2.7817 | -0.0980 | 2.7817 | 1.6678 |
57
+ | No log | 0.4138 | 12 | 2.0859 | 0.0041 | 2.0859 | 1.4443 |
58
+ | No log | 0.4828 | 14 | 1.4672 | 0.1516 | 1.4672 | 1.2113 |
59
+ | No log | 0.5517 | 16 | 1.4671 | 0.0101 | 1.4671 | 1.2112 |
60
+ | No log | 0.6207 | 18 | 1.5824 | 0.0227 | 1.5824 | 1.2579 |
61
+ | No log | 0.6897 | 20 | 1.7152 | 0.0227 | 1.7152 | 1.3096 |
62
+ | No log | 0.7586 | 22 | 2.0575 | 0.0118 | 2.0575 | 1.4344 |
63
+ | No log | 0.8276 | 24 | 2.0797 | 0.0118 | 2.0797 | 1.4421 |
64
+ | No log | 0.8966 | 26 | 1.7282 | 0.0355 | 1.7282 | 1.3146 |
65
+ | No log | 0.9655 | 28 | 1.2809 | 0.1912 | 1.2809 | 1.1318 |
66
+ | No log | 1.0345 | 30 | 1.1119 | 0.2416 | 1.1119 | 1.0544 |
67
+ | No log | 1.1034 | 32 | 1.0934 | 0.2416 | 1.0934 | 1.0457 |
68
+ | No log | 1.1724 | 34 | 1.2493 | 0.1388 | 1.2493 | 1.1177 |
69
+ | No log | 1.2414 | 36 | 1.7490 | 0.1272 | 1.7490 | 1.3225 |
70
+ | No log | 1.3103 | 38 | 1.9777 | 0.1074 | 1.9777 | 1.4063 |
71
+ | No log | 1.3793 | 40 | 1.9515 | 0.1074 | 1.9515 | 1.3970 |
72
+ | No log | 1.4483 | 42 | 1.8711 | 0.0975 | 1.8711 | 1.3679 |
73
+ | No log | 1.5172 | 44 | 1.8546 | 0.1024 | 1.8546 | 1.3618 |
74
+ | No log | 1.5862 | 46 | 2.0861 | 0.1905 | 2.0861 | 1.4444 |
75
+ | No log | 1.6552 | 48 | 1.6238 | 0.0764 | 1.6238 | 1.2743 |
76
+ | No log | 1.7241 | 50 | 1.3348 | 0.1868 | 1.3348 | 1.1553 |
77
+ | No log | 1.7931 | 52 | 1.1670 | 0.1803 | 1.1670 | 1.0803 |
78
+ | No log | 1.8621 | 54 | 1.3172 | 0.1868 | 1.3172 | 1.1477 |
79
+ | No log | 1.9310 | 56 | 1.8017 | 0.1986 | 1.8017 | 1.3423 |
80
+ | No log | 2.0 | 58 | 1.9583 | 0.2265 | 1.9583 | 1.3994 |
81
+ | No log | 2.0690 | 60 | 1.9757 | 0.2161 | 1.9757 | 1.4056 |
82
+ | No log | 2.1379 | 62 | 1.6104 | 0.2580 | 1.6104 | 1.2690 |
83
+ | No log | 2.2069 | 64 | 1.4154 | 0.1790 | 1.4154 | 1.1897 |
84
+ | No log | 2.2759 | 66 | 1.2560 | 0.1685 | 1.2560 | 1.1207 |
85
+ | No log | 2.3448 | 68 | 1.1278 | 0.2377 | 1.1278 | 1.0620 |
86
+ | No log | 2.4138 | 70 | 1.0104 | 0.3762 | 1.0104 | 1.0052 |
87
+ | No log | 2.4828 | 72 | 1.0227 | 0.3747 | 1.0227 | 1.0113 |
88
+ | No log | 2.5517 | 74 | 1.2036 | 0.2286 | 1.2036 | 1.0971 |
89
+ | No log | 2.6207 | 76 | 1.1553 | 0.2020 | 1.1553 | 1.0748 |
90
+ | No log | 2.6897 | 78 | 1.3636 | 0.3099 | 1.3636 | 1.1678 |
91
+ | No log | 2.7586 | 80 | 1.9737 | 0.1868 | 1.9737 | 1.4049 |
92
+ | No log | 2.8276 | 82 | 2.1471 | 0.1684 | 2.1471 | 1.4653 |
93
+ | No log | 2.8966 | 84 | 1.6708 | 0.2408 | 1.6708 | 1.2926 |
94
+ | No log | 2.9655 | 86 | 1.2519 | 0.2069 | 1.2519 | 1.1189 |
95
+ | No log | 3.0345 | 88 | 1.1644 | 0.2388 | 1.1644 | 1.0791 |
96
+ | No log | 3.1034 | 90 | 1.1929 | 0.2382 | 1.1929 | 1.0922 |
97
+ | No log | 3.1724 | 92 | 1.4450 | 0.2622 | 1.4450 | 1.2021 |
98
+ | No log | 3.2414 | 94 | 1.8301 | 0.1614 | 1.8301 | 1.3528 |
99
+ | No log | 3.3103 | 96 | 1.8619 | 0.1728 | 1.8619 | 1.3645 |
100
+ | No log | 3.3793 | 98 | 1.6129 | 0.1538 | 1.6129 | 1.2700 |
101
+ | No log | 3.4483 | 100 | 1.2347 | 0.2019 | 1.2347 | 1.1112 |
102
+ | No log | 3.5172 | 102 | 1.0417 | 0.3646 | 1.0417 | 1.0206 |
103
+ | No log | 3.5862 | 104 | 0.9846 | 0.3237 | 0.9846 | 0.9923 |
104
+ | No log | 3.6552 | 106 | 1.0483 | 0.3902 | 1.0483 | 1.0239 |
105
+ | No log | 3.7241 | 108 | 1.2019 | 0.2851 | 1.2019 | 1.0963 |
106
+ | No log | 3.7931 | 110 | 1.5266 | 0.2200 | 1.5266 | 1.2355 |
107
+ | No log | 3.8621 | 112 | 1.5033 | 0.2349 | 1.5033 | 1.2261 |
108
+ | No log | 3.9310 | 114 | 1.2021 | 0.2832 | 1.2021 | 1.0964 |
109
+ | No log | 4.0 | 116 | 1.0721 | 0.3443 | 1.0721 | 1.0354 |
110
+ | No log | 4.0690 | 118 | 1.0703 | 0.3443 | 1.0703 | 1.0346 |
111
+ | No log | 4.1379 | 120 | 1.2746 | 0.2919 | 1.2746 | 1.1290 |
112
+ | No log | 4.2069 | 122 | 1.5433 | 0.2190 | 1.5433 | 1.2423 |
113
+ | No log | 4.2759 | 124 | 1.4530 | 0.2114 | 1.4530 | 1.2054 |
114
+ | No log | 4.3448 | 126 | 1.4045 | 0.1533 | 1.4045 | 1.1851 |
115
+ | No log | 4.4138 | 128 | 1.2999 | 0.2657 | 1.2999 | 1.1401 |
116
+ | No log | 4.4828 | 130 | 1.5164 | 0.1677 | 1.5164 | 1.2314 |
117
+ | No log | 4.5517 | 132 | 2.0394 | 0.0801 | 2.0394 | 1.4281 |
118
+ | No log | 4.6207 | 134 | 1.9511 | 0.0710 | 1.9511 | 1.3968 |
119
+ | No log | 4.6897 | 136 | 1.3908 | 0.2411 | 1.3908 | 1.1793 |
120
+ | No log | 4.7586 | 138 | 1.1334 | 0.2480 | 1.1334 | 1.0646 |
121
+ | No log | 4.8276 | 140 | 1.1061 | 0.2804 | 1.1061 | 1.0517 |
122
+ | No log | 4.8966 | 142 | 1.2289 | 0.2806 | 1.2289 | 1.1086 |
123
+ | No log | 4.9655 | 144 | 1.3334 | 0.2939 | 1.3334 | 1.1547 |
124
+ | No log | 5.0345 | 146 | 1.2118 | 0.2397 | 1.2118 | 1.1008 |
125
+ | No log | 5.1034 | 148 | 1.1085 | 0.2850 | 1.1085 | 1.0528 |
126
+ | No log | 5.1724 | 150 | 1.1491 | 0.2902 | 1.1491 | 1.0720 |
127
+ | No log | 5.2414 | 152 | 1.4161 | 0.2746 | 1.4161 | 1.1900 |
128
+ | No log | 5.3103 | 154 | 1.4269 | 0.2674 | 1.4269 | 1.1945 |
129
+ | No log | 5.3793 | 156 | 1.3160 | 0.2385 | 1.3160 | 1.1472 |
130
+ | No log | 5.4483 | 158 | 1.2254 | 0.2246 | 1.2254 | 1.1070 |
131
+ | No log | 5.5172 | 160 | 1.2006 | 0.2572 | 1.2006 | 1.0957 |
132
+ | No log | 5.5862 | 162 | 1.3000 | 0.1814 | 1.3000 | 1.1402 |
133
+ | No log | 5.6552 | 164 | 1.4639 | 0.1416 | 1.4639 | 1.2099 |
134
+ | No log | 5.7241 | 166 | 1.3100 | 0.1943 | 1.3100 | 1.1446 |
135
+ | No log | 5.7931 | 168 | 1.1884 | 0.2360 | 1.1884 | 1.0902 |
136
+ | No log | 5.8621 | 170 | 1.1936 | 0.2360 | 1.1936 | 1.0925 |
137
+ | No log | 5.9310 | 172 | 1.2760 | 0.1935 | 1.2760 | 1.1296 |
138
+ | No log | 6.0 | 174 | 1.5078 | 0.1358 | 1.5078 | 1.2279 |
139
+ | No log | 6.0690 | 176 | 1.4106 | 0.1785 | 1.4106 | 1.1877 |
140
+ | No log | 6.1379 | 178 | 1.1683 | 0.2745 | 1.1683 | 1.0809 |
141
+ | No log | 6.2069 | 180 | 1.1533 | 0.2857 | 1.1533 | 1.0739 |
142
+ | No log | 6.2759 | 182 | 1.1413 | 0.1406 | 1.1413 | 1.0683 |
143
+ | No log | 6.3448 | 184 | 1.1211 | 0.2296 | 1.1211 | 1.0588 |
144
+ | No log | 6.4138 | 186 | 1.2475 | 0.2673 | 1.2475 | 1.1169 |
145
+ | No log | 6.4828 | 188 | 1.5733 | 0.2234 | 1.5733 | 1.2543 |
146
+ | No log | 6.5517 | 190 | 1.8091 | 0.1141 | 1.8091 | 1.3450 |
147
+ | No log | 6.6207 | 192 | 1.6873 | 0.1225 | 1.6873 | 1.2990 |
148
+ | No log | 6.6897 | 194 | 1.3104 | 0.2444 | 1.3104 | 1.1447 |
149
+ | No log | 6.7586 | 196 | 1.0933 | 0.3090 | 1.0933 | 1.0456 |
150
+ | No log | 6.8276 | 198 | 1.0951 | 0.2403 | 1.0951 | 1.0465 |
151
+ | No log | 6.8966 | 200 | 1.1011 | 0.3132 | 1.1011 | 1.0493 |
152
+ | No log | 6.9655 | 202 | 1.1929 | 0.2901 | 1.1929 | 1.0922 |
153
+ | No log | 7.0345 | 204 | 1.6423 | 0.2221 | 1.6423 | 1.2815 |
154
+ | No log | 7.1034 | 206 | 1.9024 | 0.1469 | 1.9024 | 1.3793 |
155
+ | No log | 7.1724 | 208 | 1.6737 | 0.2151 | 1.6737 | 1.2937 |
156
+ | No log | 7.2414 | 210 | 1.3357 | 0.2772 | 1.3357 | 1.1557 |
157
+ | No log | 7.3103 | 212 | 1.1910 | 0.2519 | 1.1910 | 1.0913 |
158
+ | No log | 7.3793 | 214 | 1.2011 | 0.2625 | 1.2011 | 1.0959 |
159
+ | No log | 7.4483 | 216 | 1.2235 | 0.2327 | 1.2235 | 1.1061 |
160
+ | No log | 7.5172 | 218 | 1.1311 | 0.3476 | 1.1311 | 1.0635 |
161
+ | No log | 7.5862 | 220 | 1.0933 | 0.4181 | 1.0933 | 1.0456 |
162
+ | No log | 7.6552 | 222 | 1.0577 | 0.4181 | 1.0577 | 1.0285 |
163
+ | No log | 7.7241 | 224 | 1.0605 | 0.3618 | 1.0605 | 1.0298 |
164
+ | No log | 7.7931 | 226 | 1.1145 | 0.2920 | 1.1145 | 1.0557 |
165
+ | No log | 7.8621 | 228 | 1.1350 | 0.2611 | 1.1350 | 1.0654 |
166
+ | No log | 7.9310 | 230 | 1.1970 | 0.3067 | 1.1970 | 1.0941 |
167
+ | No log | 8.0 | 232 | 1.0945 | 0.3262 | 1.0945 | 1.0462 |
168
+ | No log | 8.0690 | 234 | 1.0101 | 0.3979 | 1.0101 | 1.0050 |
169
+ | No log | 8.1379 | 236 | 0.9944 | 0.3164 | 0.9944 | 0.9972 |
170
+ | No log | 8.2069 | 238 | 0.9966 | 0.3164 | 0.9966 | 0.9983 |
171
+ | No log | 8.2759 | 240 | 1.0064 | 0.3596 | 1.0064 | 1.0032 |
172
+ | No log | 8.3448 | 242 | 1.1399 | 0.3494 | 1.1399 | 1.0677 |
173
+ | No log | 8.4138 | 244 | 1.2797 | 0.3006 | 1.2797 | 1.1313 |
174
+ | No log | 8.4828 | 246 | 1.3225 | 0.2846 | 1.3225 | 1.1500 |
175
+ | No log | 8.5517 | 248 | 1.1834 | 0.3330 | 1.1834 | 1.0879 |
176
+ | No log | 8.6207 | 250 | 1.0838 | 0.2740 | 1.0838 | 1.0411 |
177
+ | No log | 8.6897 | 252 | 1.0603 | 0.3764 | 1.0603 | 1.0297 |
178
+ | No log | 8.7586 | 254 | 1.0729 | 0.3764 | 1.0729 | 1.0358 |
179
+ | No log | 8.8276 | 256 | 1.0834 | 0.3764 | 1.0834 | 1.0409 |
180
+ | No log | 8.8966 | 258 | 1.0879 | 0.3811 | 1.0879 | 1.0430 |
181
+ | No log | 8.9655 | 260 | 1.0930 | 0.3811 | 1.0930 | 1.0455 |
182
+ | No log | 9.0345 | 262 | 1.1302 | 0.3194 | 1.1302 | 1.0631 |
183
+ | No log | 9.1034 | 264 | 1.2421 | 0.2470 | 1.2421 | 1.1145 |
184
+ | No log | 9.1724 | 266 | 1.3373 | 0.2444 | 1.3373 | 1.1564 |
185
+ | No log | 9.2414 | 268 | 1.2846 | 0.2459 | 1.2846 | 1.1334 |
186
+ | No log | 9.3103 | 270 | 1.1343 | 0.2529 | 1.1343 | 1.0650 |
187
+ | No log | 9.3793 | 272 | 1.0858 | 0.3566 | 1.0858 | 1.0420 |
188
+ | No log | 9.4483 | 274 | 1.0816 | 0.3566 | 1.0816 | 1.0400 |
189
+ | No log | 9.5172 | 276 | 1.1049 | 0.2804 | 1.1049 | 1.0511 |
190
+ | No log | 9.5862 | 278 | 1.2246 | 0.2688 | 1.2246 | 1.1066 |
191
+ | No log | 9.6552 | 280 | 1.4340 | 0.3022 | 1.4340 | 1.1975 |
192
+ | No log | 9.7241 | 282 | 1.3817 | 0.2145 | 1.3817 | 1.1755 |
193
+ | No log | 9.7931 | 284 | 1.1453 | 0.2685 | 1.1453 | 1.0702 |
194
+ | No log | 9.8621 | 286 | 1.0811 | 0.3566 | 1.0811 | 1.0398 |
195
+ | No log | 9.9310 | 288 | 1.0866 | 0.3566 | 1.0866 | 1.0424 |
196
+ | No log | 10.0 | 290 | 1.1162 | 0.3312 | 1.1162 | 1.0565 |
197
+ | No log | 10.0690 | 292 | 1.1018 | 0.3701 | 1.1018 | 1.0497 |
198
+ | No log | 10.1379 | 294 | 1.1564 | 0.2964 | 1.1564 | 1.0754 |
199
+ | No log | 10.2069 | 296 | 1.1721 | 0.2964 | 1.1721 | 1.0826 |
200
+ | No log | 10.2759 | 298 | 1.0874 | 0.3836 | 1.0874 | 1.0428 |
201
+ | No log | 10.3448 | 300 | 1.0506 | 0.3701 | 1.0506 | 1.0250 |
202
+ | No log | 10.4138 | 302 | 1.0384 | 0.4026 | 1.0384 | 1.0190 |
203
+ | No log | 10.4828 | 304 | 1.0388 | 0.4026 | 1.0388 | 1.0192 |
204
+ | No log | 10.5517 | 306 | 1.1131 | 0.3516 | 1.1131 | 1.0550 |
205
+ | No log | 10.6207 | 308 | 1.1685 | 0.3691 | 1.1685 | 1.0810 |
206
+ | No log | 10.6897 | 310 | 1.1286 | 0.3361 | 1.1286 | 1.0624 |
207
+ | No log | 10.7586 | 312 | 1.0458 | 0.3969 | 1.0458 | 1.0227 |
208
+ | No log | 10.8276 | 314 | 0.9947 | 0.4039 | 0.9947 | 0.9973 |
209
+ | No log | 10.8966 | 316 | 1.0032 | 0.4845 | 1.0032 | 1.0016 |
210
+ | No log | 10.9655 | 318 | 1.0301 | 0.3838 | 1.0301 | 1.0149 |
211
+ | No log | 11.0345 | 320 | 1.1562 | 0.3119 | 1.1562 | 1.0753 |
212
+ | No log | 11.1034 | 322 | 1.2997 | 0.2701 | 1.2997 | 1.1400 |
213
+ | No log | 11.1724 | 324 | 1.3233 | 0.2568 | 1.3233 | 1.1503 |
214
+ | No log | 11.2414 | 326 | 1.1747 | 0.2925 | 1.1747 | 1.0838 |
215
+ | No log | 11.3103 | 328 | 1.0530 | 0.4705 | 1.0530 | 1.0261 |
216
+ | No log | 11.3793 | 330 | 1.0386 | 0.4181 | 1.0386 | 1.0191 |
217
+ | No log | 11.4483 | 332 | 1.0373 | 0.4217 | 1.0373 | 1.0185 |
218
+ | No log | 11.5172 | 334 | 1.0715 | 0.3567 | 1.0715 | 1.0351 |
219
+ | No log | 11.5862 | 336 | 1.3114 | 0.2863 | 1.3114 | 1.1452 |
220
+ | No log | 11.6552 | 338 | 1.4878 | 0.2033 | 1.4878 | 1.2197 |
221
+ | No log | 11.7241 | 340 | 1.4960 | 0.2033 | 1.4960 | 1.2231 |
222
+ | No log | 11.7931 | 342 | 1.2939 | 0.2815 | 1.2939 | 1.1375 |
223
+ | No log | 11.8621 | 344 | 1.1281 | 0.2787 | 1.1281 | 1.0621 |
224
+ | No log | 11.9310 | 346 | 1.0673 | 0.3516 | 1.0673 | 1.0331 |
225
+ | No log | 12.0 | 348 | 1.0935 | 0.3427 | 1.0935 | 1.0457 |
226
+ | No log | 12.0690 | 350 | 1.1531 | 0.2963 | 1.1531 | 1.0738 |
227
+ | No log | 12.1379 | 352 | 1.3226 | 0.2275 | 1.3226 | 1.1500 |
228
+ | No log | 12.2069 | 354 | 1.5506 | 0.2266 | 1.5506 | 1.2452 |
229
+ | No log | 12.2759 | 356 | 1.5050 | 0.1954 | 1.5050 | 1.2268 |
230
+ | No log | 12.3448 | 358 | 1.2642 | 0.1751 | 1.2642 | 1.1244 |
231
+ | No log | 12.4138 | 360 | 1.1147 | 0.3033 | 1.1147 | 1.0558 |
232
+ | No log | 12.4828 | 362 | 1.1125 | 0.3355 | 1.1125 | 1.0547 |
233
+ | No log | 12.5517 | 364 | 1.2001 | 0.2316 | 1.2001 | 1.0955 |
234
+ | No log | 12.6207 | 366 | 1.2985 | 0.1677 | 1.2985 | 1.1395 |
235
+ | No log | 12.6897 | 368 | 1.3301 | 0.1888 | 1.3301 | 1.1533 |
236
+ | No log | 12.7586 | 370 | 1.3313 | 0.1888 | 1.3313 | 1.1538 |
237
+ | No log | 12.8276 | 372 | 1.1992 | 0.2431 | 1.1992 | 1.0951 |
238
+ | No log | 12.8966 | 374 | 1.0996 | 0.4181 | 1.0996 | 1.0486 |
239
+ | No log | 12.9655 | 376 | 1.1066 | 0.3412 | 1.1066 | 1.0520 |
240
+ | No log | 13.0345 | 378 | 1.1114 | 0.3948 | 1.1114 | 1.0542 |
241
+ | No log | 13.1034 | 380 | 1.1517 | 0.3077 | 1.1517 | 1.0732 |
242
+ | No log | 13.1724 | 382 | 1.2546 | 0.1956 | 1.2546 | 1.1201 |
243
+ | No log | 13.2414 | 384 | 1.4261 | 0.1681 | 1.4261 | 1.1942 |
244
+ | No log | 13.3103 | 386 | 1.5171 | 0.1872 | 1.5171 | 1.2317 |
245
+ | No log | 13.3793 | 388 | 1.4611 | 0.1582 | 1.4611 | 1.2087 |
246
+ | No log | 13.4483 | 390 | 1.3073 | 0.1845 | 1.3073 | 1.1434 |
247
+ | No log | 13.5172 | 392 | 1.1628 | 0.3081 | 1.1628 | 1.0783 |
248
+ | No log | 13.5862 | 394 | 1.1258 | 0.3747 | 1.1258 | 1.0611 |
249
+ | No log | 13.6552 | 396 | 1.1518 | 0.3336 | 1.1518 | 1.0732 |
250
+ | No log | 13.7241 | 398 | 1.2389 | 0.2486 | 1.2389 | 1.1130 |
251
+ | No log | 13.7931 | 400 | 1.3804 | 0.1677 | 1.3804 | 1.1749 |
252
+ | No log | 13.8621 | 402 | 1.3761 | 0.2059 | 1.3761 | 1.1731 |
253
+ | No log | 13.9310 | 404 | 1.2937 | 0.2301 | 1.2937 | 1.1374 |
254
+ | No log | 14.0 | 406 | 1.2384 | 0.2900 | 1.2384 | 1.1128 |
255
+ | No log | 14.0690 | 408 | 1.1499 | 0.3081 | 1.1499 | 1.0723 |
256
+ | No log | 14.1379 | 410 | 1.1022 | 0.3224 | 1.1022 | 1.0498 |
257
+ | No log | 14.2069 | 412 | 1.0778 | 0.3399 | 1.0778 | 1.0382 |
258
+ | No log | 14.2759 | 414 | 1.0832 | 0.3920 | 1.0832 | 1.0408 |
259
+ | No log | 14.3448 | 416 | 1.1447 | 0.2605 | 1.1447 | 1.0699 |
260
+ | No log | 14.4138 | 418 | 1.2004 | 0.2280 | 1.2004 | 1.0956 |
261
+ | No log | 14.4828 | 420 | 1.2769 | 0.1738 | 1.2769 | 1.1300 |
262
+ | No log | 14.5517 | 422 | 1.2307 | 0.2280 | 1.2307 | 1.1094 |
263
+ | No log | 14.6207 | 424 | 1.1480 | 0.2445 | 1.1480 | 1.0714 |
264
+ | No log | 14.6897 | 426 | 1.0694 | 0.4023 | 1.0694 | 1.0341 |
265
+ | No log | 14.7586 | 428 | 1.0541 | 0.3548 | 1.0541 | 1.0267 |
266
+ | No log | 14.8276 | 430 | 1.0556 | 0.3771 | 1.0556 | 1.0274 |
267
+ | No log | 14.8966 | 432 | 1.0607 | 0.4120 | 1.0607 | 1.0299 |
268
+ | No log | 14.9655 | 434 | 1.1694 | 0.1906 | 1.1694 | 1.0814 |
269
+ | No log | 15.0345 | 436 | 1.3313 | 0.1886 | 1.3313 | 1.1538 |
270
+ | No log | 15.1034 | 438 | 1.3503 | 0.1886 | 1.3503 | 1.1620 |
271
+ | No log | 15.1724 | 440 | 1.3329 | 0.1886 | 1.3329 | 1.1545 |
272
+ | No log | 15.2414 | 442 | 1.2523 | 0.1785 | 1.2523 | 1.1191 |
273
+ | No log | 15.3103 | 444 | 1.1901 | 0.2806 | 1.1901 | 1.0909 |
274
+ | No log | 15.3793 | 446 | 1.1254 | 0.2786 | 1.1254 | 1.0608 |
275
+ | No log | 15.4483 | 448 | 1.1044 | 0.2897 | 1.1044 | 1.0509 |
276
+ | No log | 15.5172 | 450 | 1.1149 | 0.3397 | 1.1149 | 1.0559 |
277
+ | No log | 15.5862 | 452 | 1.2043 | 0.1826 | 1.2043 | 1.0974 |
278
+ | No log | 15.6552 | 454 | 1.3840 | 0.1468 | 1.3840 | 1.1764 |
279
+ | No log | 15.7241 | 456 | 1.4396 | 0.2191 | 1.4396 | 1.1998 |
280
+ | No log | 15.7931 | 458 | 1.3136 | 0.1928 | 1.3136 | 1.1461 |
281
+ | No log | 15.8621 | 460 | 1.1573 | 0.2058 | 1.1573 | 1.0758 |
282
+ | No log | 15.9310 | 462 | 1.0420 | 0.3627 | 1.0420 | 1.0208 |
283
+ | No log | 16.0 | 464 | 1.0238 | 0.3685 | 1.0238 | 1.0118 |
284
+ | No log | 16.0690 | 466 | 1.0304 | 0.3596 | 1.0304 | 1.0151 |
285
+ | No log | 16.1379 | 468 | 1.0444 | 0.3472 | 1.0444 | 1.0220 |
286
+ | No log | 16.2069 | 470 | 1.0944 | 0.2944 | 1.0944 | 1.0461 |
287
+ | No log | 16.2759 | 472 | 1.1325 | 0.3273 | 1.1325 | 1.0642 |
288
+ | No log | 16.3448 | 474 | 1.2451 | 0.2718 | 1.2451 | 1.1158 |
289
+ | No log | 16.4138 | 476 | 1.4479 | 0.2070 | 1.4479 | 1.2033 |
290
+ | No log | 16.4828 | 478 | 1.4413 | 0.2070 | 1.4413 | 1.2006 |
291
+ | No log | 16.5517 | 480 | 1.3487 | 0.2239 | 1.3487 | 1.1613 |
292
+ | No log | 16.6207 | 482 | 1.2331 | 0.1921 | 1.2331 | 1.1104 |
293
+ | No log | 16.6897 | 484 | 1.1395 | 0.2397 | 1.1395 | 1.0675 |
294
+ | No log | 16.7586 | 486 | 1.1256 | 0.3406 | 1.1256 | 1.0609 |
295
+ | No log | 16.8276 | 488 | 1.1371 | 0.3268 | 1.1371 | 1.0664 |
296
+ | No log | 16.8966 | 490 | 1.1807 | 0.2081 | 1.1807 | 1.0866 |
297
+ | No log | 16.9655 | 492 | 1.1993 | 0.2431 | 1.1993 | 1.0951 |
298
+ | No log | 17.0345 | 494 | 1.2035 | 0.3297 | 1.2035 | 1.0971 |
299
+ | No log | 17.1034 | 496 | 1.1933 | 0.3255 | 1.1933 | 1.0924 |
300
+ | No log | 17.1724 | 498 | 1.1821 | 0.3255 | 1.1821 | 1.0873 |
301
+ | 0.3384 | 17.2414 | 500 | 1.1756 | 0.3166 | 1.1756 | 1.0842 |
302
+ | 0.3384 | 17.3103 | 502 | 1.2113 | 0.2727 | 1.2113 | 1.1006 |
303
+ | 0.3384 | 17.3793 | 504 | 1.2127 | 0.3202 | 1.2127 | 1.1012 |
304
+ | 0.3384 | 17.4483 | 506 | 1.2133 | 0.2438 | 1.2133 | 1.1015 |
305
+ | 0.3384 | 17.5172 | 508 | 1.1681 | 0.2896 | 1.1681 | 1.0808 |
306
+ | 0.3384 | 17.5862 | 510 | 1.0919 | 0.3321 | 1.0919 | 1.0449 |
307
+ | 0.3384 | 17.6552 | 512 | 1.0607 | 0.3451 | 1.0607 | 1.0299 |
308
+ | 0.3384 | 17.7241 | 514 | 1.0371 | 0.3467 | 1.0371 | 1.0184 |
309
+ | 0.3384 | 17.7931 | 516 | 1.0321 | 0.3467 | 1.0321 | 1.0159 |
310
+ | 0.3384 | 17.8621 | 518 | 1.0366 | 0.3723 | 1.0366 | 1.0181 |
311
+ | 0.3384 | 17.9310 | 520 | 1.0513 | 0.3418 | 1.0513 | 1.0253 |
312
+ | 0.3384 | 18.0 | 522 | 1.0335 | 0.4061 | 1.0335 | 1.0166 |
313
+ | 0.3384 | 18.0690 | 524 | 1.0249 | 0.4256 | 1.0249 | 1.0124 |
314
+ | 0.3384 | 18.1379 | 526 | 1.0379 | 0.3780 | 1.0379 | 1.0188 |
315
+ | 0.3384 | 18.2069 | 528 | 1.0758 | 0.3559 | 1.0758 | 1.0372 |
316
+ | 0.3384 | 18.2759 | 530 | 1.1077 | 0.3128 | 1.1077 | 1.0525 |
317
+ | 0.3384 | 18.3448 | 532 | 1.1164 | 0.2687 | 1.1164 | 1.0566 |
318
+ | 0.3384 | 18.4138 | 534 | 1.0776 | 0.3476 | 1.0776 | 1.0381 |
319
+ | 0.3384 | 18.4828 | 536 | 1.0188 | 0.3650 | 1.0188 | 1.0094 |
320
+ | 0.3384 | 18.5517 | 538 | 1.0008 | 0.3983 | 1.0008 | 1.0004 |
321
+ | 0.3384 | 18.6207 | 540 | 1.0090 | 0.4042 | 1.0090 | 1.0045 |
322
+ | 0.3384 | 18.6897 | 542 | 1.0150 | 0.4181 | 1.0150 | 1.0075 |
323
+ | 0.3384 | 18.7586 | 544 | 1.0254 | 0.3938 | 1.0254 | 1.0126 |
324
+ | 0.3384 | 18.8276 | 546 | 1.0429 | 0.3596 | 1.0429 | 1.0212 |
325
+ | 0.3384 | 18.8966 | 548 | 1.0634 | 0.3497 | 1.0634 | 1.0312 |
326
+ | 0.3384 | 18.9655 | 550 | 1.1308 | 0.2921 | 1.1308 | 1.0634 |
327
+ | 0.3384 | 19.0345 | 552 | 1.2013 | 0.1632 | 1.2013 | 1.0960 |
328
+ | 0.3384 | 19.1034 | 554 | 1.1888 | 0.1950 | 1.1888 | 1.0903 |
329
+ | 0.3384 | 19.1724 | 556 | 1.2232 | 0.1785 | 1.2232 | 1.1060 |
330
+ | 0.3384 | 19.2414 | 558 | 1.2327 | 0.1512 | 1.2327 | 1.1103 |
331
 
332
 
333
  ### Framework versions
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