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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task1_organization

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  1. README.md +266 -285
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6631
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- - Qwk: 0.7226
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- - Mse: 0.6631
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- - Rmse: 0.8143
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  ## Model description
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@@ -49,285 +49,266 @@ 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 | 0.0741 | 2 | 6.8689 | 0.0057 | 6.8689 | 2.6209 |
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- | No log | 0.1481 | 4 | 4.5699 | 0.0449 | 4.5699 | 2.1377 |
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- | No log | 0.2222 | 6 | 3.1075 | 0.0690 | 3.1075 | 1.7628 |
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- | No log | 0.2963 | 8 | 2.5387 | 0.0282 | 2.5387 | 1.5933 |
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- | No log | 0.3704 | 10 | 3.3056 | -0.0516 | 3.3056 | 1.8181 |
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- | No log | 0.4444 | 12 | 2.4437 | 0.0620 | 2.4437 | 1.5632 |
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- | No log | 0.5185 | 14 | 1.8183 | 0.1524 | 1.8183 | 1.3484 |
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- | No log | 0.5926 | 16 | 1.7948 | 0.1165 | 1.7948 | 1.3397 |
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- | No log | 0.6667 | 18 | 1.9079 | 0.1165 | 1.9079 | 1.3813 |
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- | No log | 0.7407 | 20 | 1.9869 | 0.1165 | 1.9869 | 1.4096 |
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- | No log | 0.8148 | 22 | 2.1177 | 0.1261 | 2.1177 | 1.4552 |
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- | No log | 0.8889 | 24 | 2.2270 | 0.0320 | 2.2270 | 1.4923 |
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- | No log | 0.9630 | 26 | 2.1834 | 0.0320 | 2.1834 | 1.4776 |
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- | No log | 1.0370 | 28 | 2.0838 | 0.1833 | 2.0838 | 1.4435 |
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- | No log | 1.1111 | 30 | 2.0435 | 0.1538 | 2.0435 | 1.4295 |
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- | No log | 1.1852 | 32 | 1.9534 | 0.2124 | 1.9534 | 1.3976 |
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- | No log | 1.2593 | 34 | 1.8318 | 0.2545 | 1.8318 | 1.3534 |
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- | No log | 1.3333 | 36 | 1.7187 | 0.2478 | 1.7187 | 1.3110 |
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- | No log | 1.4074 | 38 | 1.6094 | 0.2393 | 1.6094 | 1.2686 |
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- | No log | 1.4815 | 40 | 1.5498 | 0.2833 | 1.5498 | 1.2449 |
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- | No log | 1.5556 | 42 | 1.5597 | 0.3252 | 1.5597 | 1.2489 |
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- | No log | 1.6296 | 44 | 1.5287 | 0.3876 | 1.5287 | 1.2364 |
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- | No log | 1.7037 | 46 | 1.3665 | 0.2982 | 1.3665 | 1.1690 |
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- | No log | 1.7778 | 48 | 1.3848 | 0.2407 | 1.3848 | 1.1768 |
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- | No log | 1.8519 | 50 | 1.3080 | 0.2407 | 1.3080 | 1.1437 |
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- | No log | 1.9259 | 52 | 1.2156 | 0.4034 | 1.2156 | 1.1025 |
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- | No log | 2.0 | 54 | 1.2260 | 0.4480 | 1.2260 | 1.1073 |
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- | No log | 2.0741 | 56 | 1.0957 | 0.5846 | 1.0957 | 1.0468 |
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- | No log | 2.1481 | 58 | 1.1503 | 0.5556 | 1.1503 | 1.0725 |
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- | No log | 2.2222 | 60 | 1.0672 | 0.5736 | 1.0672 | 1.0330 |
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- | No log | 2.2963 | 62 | 0.9538 | 0.5736 | 0.9538 | 0.9766 |
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- | No log | 2.3704 | 64 | 1.0210 | 0.6061 | 1.0210 | 1.0105 |
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- | No log | 2.4444 | 66 | 0.9013 | 0.6767 | 0.9013 | 0.9494 |
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- | No log | 2.5185 | 68 | 0.8446 | 0.6849 | 0.8446 | 0.9190 |
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- | No log | 2.5926 | 70 | 1.1156 | 0.6358 | 1.1156 | 1.0562 |
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- | No log | 2.6667 | 72 | 1.0184 | 0.5850 | 1.0184 | 1.0092 |
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- | No log | 2.7407 | 74 | 0.7365 | 0.7050 | 0.7365 | 0.8582 |
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- | No log | 2.8148 | 76 | 1.0734 | 0.5758 | 1.0734 | 1.0361 |
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- | No log | 2.8889 | 78 | 1.0654 | 0.5891 | 1.0654 | 1.0322 |
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- | No log | 2.9630 | 80 | 0.8000 | 0.6349 | 0.8000 | 0.8945 |
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- | No log | 3.0370 | 82 | 0.8583 | 0.6131 | 0.8583 | 0.9264 |
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- | No log | 3.1111 | 84 | 0.8499 | 0.6621 | 0.8499 | 0.9219 |
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- | No log | 3.1852 | 86 | 0.6882 | 0.7376 | 0.6882 | 0.8296 |
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- | No log | 3.2593 | 88 | 0.7090 | 0.7310 | 0.7090 | 0.8420 |
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- | No log | 3.3333 | 90 | 0.7126 | 0.7436 | 0.7126 | 0.8442 |
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- | No log | 3.4074 | 92 | 0.7085 | 0.8025 | 0.7085 | 0.8417 |
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- | No log | 3.4815 | 94 | 0.6421 | 0.7417 | 0.6421 | 0.8013 |
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- | No log | 3.5556 | 96 | 0.7365 | 0.6906 | 0.7365 | 0.8582 |
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- | No log | 3.6296 | 98 | 0.6591 | 0.6906 | 0.6591 | 0.8119 |
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- | No log | 3.7037 | 100 | 0.5614 | 0.7632 | 0.5614 | 0.7493 |
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- | No log | 3.7778 | 102 | 0.5630 | 0.7632 | 0.5630 | 0.7503 |
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- | No log | 3.8519 | 104 | 0.5980 | 0.7724 | 0.5980 | 0.7733 |
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- | No log | 3.9259 | 106 | 0.8524 | 0.6418 | 0.8524 | 0.9232 |
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- | No log | 4.0 | 108 | 0.8020 | 0.6617 | 0.8020 | 0.8955 |
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- | No log | 4.0741 | 110 | 0.6813 | 0.7391 | 0.6813 | 0.8254 |
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- | No log | 4.1481 | 112 | 0.7051 | 0.7445 | 0.7051 | 0.8397 |
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- | No log | 4.2222 | 114 | 0.6739 | 0.7407 | 0.6739 | 0.8209 |
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- | No log | 4.2963 | 116 | 0.6518 | 0.7536 | 0.6518 | 0.8073 |
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- | No log | 4.3704 | 118 | 0.5722 | 0.7746 | 0.5722 | 0.7565 |
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- | No log | 4.4444 | 120 | 0.6253 | 0.7518 | 0.6253 | 0.7908 |
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- | No log | 4.5185 | 122 | 0.7011 | 0.7 | 0.7011 | 0.8373 |
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- | No log | 4.5926 | 124 | 0.5906 | 0.7832 | 0.5906 | 0.7685 |
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- | No log | 4.6667 | 126 | 0.5905 | 0.7755 | 0.5905 | 0.7684 |
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- | No log | 4.7407 | 128 | 0.4956 | 0.8280 | 0.4956 | 0.7040 |
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- | No log | 4.8148 | 130 | 0.5744 | 0.7975 | 0.5744 | 0.7579 |
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- | No log | 4.8889 | 132 | 0.7982 | 0.7607 | 0.7982 | 0.8934 |
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- | No log | 4.9630 | 134 | 0.7812 | 0.7730 | 0.7812 | 0.8839 |
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- | No log | 5.0370 | 136 | 0.5397 | 0.8050 | 0.5397 | 0.7347 |
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- | No log | 5.1111 | 138 | 0.5783 | 0.7778 | 0.5783 | 0.7604 |
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- | No log | 5.1852 | 140 | 0.5911 | 0.7838 | 0.5911 | 0.7689 |
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- | No log | 5.2593 | 142 | 0.6008 | 0.7682 | 0.6008 | 0.7751 |
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- | No log | 5.3333 | 144 | 0.5968 | 0.7821 | 0.5968 | 0.7725 |
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- | No log | 5.4074 | 146 | 0.5781 | 0.7785 | 0.5781 | 0.7603 |
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- | No log | 5.4815 | 148 | 0.6160 | 0.7586 | 0.6160 | 0.7848 |
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- | No log | 5.5556 | 150 | 0.6223 | 0.75 | 0.6223 | 0.7889 |
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- | No log | 5.6296 | 152 | 0.6930 | 0.7432 | 0.6930 | 0.8325 |
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- | No log | 5.7037 | 154 | 0.8249 | 0.6667 | 0.8249 | 0.9083 |
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- | No log | 5.7778 | 156 | 0.7289 | 0.7211 | 0.7289 | 0.8538 |
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- | No log | 5.8519 | 158 | 0.6524 | 0.7799 | 0.6524 | 0.8077 |
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- | No log | 5.9259 | 160 | 0.7461 | 0.7799 | 0.7461 | 0.8638 |
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- | No log | 6.0 | 162 | 0.7535 | 0.7799 | 0.7535 | 0.8681 |
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- | No log | 6.0741 | 164 | 0.7195 | 0.7034 | 0.7195 | 0.8482 |
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- | No log | 6.1481 | 166 | 0.7719 | 0.6761 | 0.7719 | 0.8786 |
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- | No log | 6.2222 | 168 | 0.8309 | 0.7 | 0.8309 | 0.9115 |
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- | No log | 6.2963 | 170 | 0.7779 | 0.6950 | 0.7779 | 0.8820 |
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- | No log | 6.3704 | 172 | 0.6234 | 0.7848 | 0.6234 | 0.7896 |
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- | No log | 6.4444 | 174 | 0.6971 | 0.7643 | 0.6971 | 0.8349 |
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- | No log | 6.5185 | 176 | 0.6466 | 0.8101 | 0.6466 | 0.8041 |
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- | No log | 6.5926 | 178 | 0.5692 | 0.7898 | 0.5692 | 0.7544 |
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- | No log | 6.6667 | 180 | 0.5946 | 0.7742 | 0.5946 | 0.7711 |
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- | No log | 6.7407 | 182 | 0.7601 | 0.7067 | 0.7601 | 0.8718 |
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- | No log | 6.8148 | 184 | 0.6696 | 0.7895 | 0.6696 | 0.8183 |
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- | No log | 6.8889 | 186 | 0.6612 | 0.7895 | 0.6612 | 0.8131 |
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- | No log | 6.9630 | 188 | 0.6259 | 0.7347 | 0.6259 | 0.7911 |
146
- | No log | 7.0370 | 190 | 0.6015 | 0.7582 | 0.6015 | 0.7756 |
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- | No log | 7.1111 | 192 | 0.5766 | 0.7925 | 0.5766 | 0.7593 |
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- | No log | 7.1852 | 194 | 0.7099 | 0.7925 | 0.7099 | 0.8425 |
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- | No log | 7.2593 | 196 | 0.6270 | 0.8050 | 0.6270 | 0.7918 |
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- | No log | 7.3333 | 198 | 0.5719 | 0.8221 | 0.5719 | 0.7563 |
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- | No log | 7.4074 | 200 | 0.7872 | 0.7205 | 0.7872 | 0.8873 |
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- | No log | 7.4815 | 202 | 0.8457 | 0.6986 | 0.8457 | 0.9196 |
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- | No log | 7.5556 | 204 | 0.7413 | 0.75 | 0.7413 | 0.8610 |
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- | No log | 7.6296 | 206 | 0.8013 | 0.7403 | 0.8013 | 0.8951 |
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- | No log | 7.7037 | 208 | 1.0273 | 0.6225 | 1.0273 | 1.0136 |
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- | No log | 7.7778 | 210 | 1.1206 | 0.6 | 1.1206 | 1.0586 |
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- | No log | 7.8519 | 212 | 1.0014 | 0.5867 | 1.0014 | 1.0007 |
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- | No log | 7.9259 | 214 | 0.8316 | 0.7162 | 0.8316 | 0.9119 |
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- | No log | 8.0 | 216 | 0.8308 | 0.6714 | 0.8308 | 0.9115 |
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- | No log | 8.0741 | 218 | 0.8383 | 0.6569 | 0.8383 | 0.9156 |
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- | No log | 8.1481 | 220 | 0.7861 | 0.6815 | 0.7861 | 0.8866 |
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- | No log | 8.2222 | 222 | 0.8288 | 0.6712 | 0.8288 | 0.9104 |
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- | No log | 8.2963 | 224 | 0.9240 | 0.6395 | 0.9240 | 0.9613 |
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- | No log | 8.3704 | 226 | 0.8176 | 0.6846 | 0.8176 | 0.9042 |
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- | No log | 8.4444 | 228 | 0.6385 | 0.8105 | 0.6385 | 0.7990 |
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- | No log | 8.5185 | 230 | 0.7561 | 0.7190 | 0.7561 | 0.8695 |
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- | No log | 8.5926 | 232 | 0.8458 | 0.6832 | 0.8458 | 0.9197 |
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- | No log | 8.6667 | 234 | 0.7230 | 0.7059 | 0.7230 | 0.8503 |
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- | No log | 8.7407 | 236 | 0.6220 | 0.7895 | 0.6220 | 0.7886 |
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- | No log | 8.8148 | 238 | 0.6048 | 0.7651 | 0.6048 | 0.7777 |
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- | No log | 8.8889 | 240 | 0.6372 | 0.7703 | 0.6372 | 0.7982 |
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- | No log | 8.9630 | 242 | 0.6972 | 0.7448 | 0.6972 | 0.8350 |
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- | No log | 9.0370 | 244 | 0.7695 | 0.6963 | 0.7695 | 0.8772 |
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- | No log | 9.1111 | 246 | 0.8292 | 0.6815 | 0.8292 | 0.9106 |
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- | No log | 9.1852 | 248 | 0.8008 | 0.6815 | 0.8008 | 0.8949 |
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- | No log | 9.2593 | 250 | 0.7005 | 0.7101 | 0.7005 | 0.8370 |
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- | No log | 9.3333 | 252 | 0.6408 | 0.76 | 0.6408 | 0.8005 |
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- | No log | 9.4074 | 254 | 0.6209 | 0.7712 | 0.6209 | 0.7880 |
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- | No log | 9.4815 | 256 | 0.5820 | 0.7550 | 0.5820 | 0.7629 |
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- | No log | 9.5556 | 258 | 0.5734 | 0.7895 | 0.5734 | 0.7572 |
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- | No log | 9.6296 | 260 | 0.5710 | 0.7895 | 0.5710 | 0.7556 |
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- | No log | 9.7037 | 262 | 0.5894 | 0.7843 | 0.5894 | 0.7678 |
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- | No log | 9.7778 | 264 | 0.5951 | 0.7571 | 0.5951 | 0.7714 |
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- | No log | 9.8519 | 266 | 0.6272 | 0.7586 | 0.6272 | 0.7919 |
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- | No log | 9.9259 | 268 | 0.6791 | 0.7333 | 0.6791 | 0.8241 |
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- | No log | 10.0 | 270 | 0.6394 | 0.7361 | 0.6394 | 0.7997 |
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- | No log | 10.0741 | 272 | 0.6090 | 0.7838 | 0.6090 | 0.7804 |
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- | No log | 10.1481 | 274 | 0.6177 | 0.7582 | 0.6177 | 0.7860 |
189
- | No log | 10.2222 | 276 | 0.5669 | 0.8176 | 0.5669 | 0.7529 |
190
- | No log | 10.2963 | 278 | 0.5559 | 0.8095 | 0.5559 | 0.7456 |
191
- | No log | 10.3704 | 280 | 0.5664 | 0.8095 | 0.5664 | 0.7526 |
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- | No log | 10.4444 | 282 | 0.6065 | 0.7671 | 0.6065 | 0.7788 |
193
- | No log | 10.5185 | 284 | 0.6139 | 0.7838 | 0.6139 | 0.7835 |
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- | No log | 10.5926 | 286 | 0.6176 | 0.7733 | 0.6176 | 0.7859 |
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- | No log | 10.6667 | 288 | 0.6111 | 0.7898 | 0.6111 | 0.7817 |
196
- | No log | 10.7407 | 290 | 0.5692 | 0.8171 | 0.5692 | 0.7545 |
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- | No log | 10.8148 | 292 | 0.5954 | 0.7595 | 0.5954 | 0.7716 |
198
- | No log | 10.8889 | 294 | 0.7106 | 0.7657 | 0.7106 | 0.8430 |
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- | No log | 10.9630 | 296 | 0.7580 | 0.7345 | 0.7580 | 0.8706 |
200
- | No log | 11.0370 | 298 | 0.6513 | 0.75 | 0.6513 | 0.8070 |
201
- | No log | 11.1111 | 300 | 0.5938 | 0.7947 | 0.5938 | 0.7706 |
202
- | No log | 11.1852 | 302 | 0.6403 | 0.7821 | 0.6403 | 0.8002 |
203
- | No log | 11.2593 | 304 | 0.6442 | 0.7843 | 0.6442 | 0.8026 |
204
- | No log | 11.3333 | 306 | 0.6237 | 0.7891 | 0.6237 | 0.7897 |
205
- | No log | 11.4074 | 308 | 0.6329 | 0.7785 | 0.6329 | 0.7955 |
206
- | No log | 11.4815 | 310 | 0.6433 | 0.7285 | 0.6433 | 0.8020 |
207
- | No log | 11.5556 | 312 | 0.6759 | 0.7273 | 0.6759 | 0.8221 |
208
- | No log | 11.6296 | 314 | 0.6531 | 0.7310 | 0.6531 | 0.8081 |
209
- | No log | 11.7037 | 316 | 0.6289 | 0.7310 | 0.6289 | 0.7930 |
210
- | No log | 11.7778 | 318 | 0.6187 | 0.7919 | 0.6187 | 0.7866 |
211
- | No log | 11.8519 | 320 | 0.6053 | 0.8 | 0.6053 | 0.7780 |
212
- | No log | 11.9259 | 322 | 0.6098 | 0.7919 | 0.6098 | 0.7809 |
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- | No log | 12.0 | 324 | 0.6013 | 0.8 | 0.6013 | 0.7754 |
214
- | No log | 12.0741 | 326 | 0.5829 | 0.7682 | 0.5829 | 0.7635 |
215
- | No log | 12.1481 | 328 | 0.5638 | 0.7712 | 0.5638 | 0.7509 |
216
- | No log | 12.2222 | 330 | 0.5553 | 0.8026 | 0.5553 | 0.7452 |
217
- | No log | 12.2963 | 332 | 0.5968 | 0.8133 | 0.5968 | 0.7725 |
218
- | No log | 12.3704 | 334 | 0.5844 | 0.7919 | 0.5844 | 0.7644 |
219
- | No log | 12.4444 | 336 | 0.5700 | 0.7895 | 0.5700 | 0.7550 |
220
- | No log | 12.5185 | 338 | 0.5840 | 0.7871 | 0.5840 | 0.7642 |
221
- | No log | 12.5926 | 340 | 0.6367 | 0.7712 | 0.6367 | 0.7979 |
222
- | No log | 12.6667 | 342 | 0.7234 | 0.7564 | 0.7234 | 0.8505 |
223
- | No log | 12.7407 | 344 | 0.7013 | 0.7467 | 0.7013 | 0.8374 |
224
- | No log | 12.8148 | 346 | 0.6549 | 0.7838 | 0.6549 | 0.8093 |
225
- | No log | 12.8889 | 348 | 0.6918 | 0.7619 | 0.6918 | 0.8317 |
226
- | No log | 12.9630 | 350 | 0.7098 | 0.7568 | 0.7098 | 0.8425 |
227
- | No log | 13.0370 | 352 | 0.6840 | 0.7838 | 0.6840 | 0.8271 |
228
- | No log | 13.1111 | 354 | 0.6889 | 0.7568 | 0.6889 | 0.8300 |
229
- | No log | 13.1852 | 356 | 0.7387 | 0.75 | 0.7387 | 0.8595 |
230
- | No log | 13.2593 | 358 | 0.7097 | 0.7595 | 0.7097 | 0.8424 |
231
- | No log | 13.3333 | 360 | 0.6376 | 0.7950 | 0.6376 | 0.7985 |
232
- | No log | 13.4074 | 362 | 0.6206 | 0.8025 | 0.6206 | 0.7878 |
233
- | No log | 13.4815 | 364 | 0.6353 | 0.8025 | 0.6353 | 0.7970 |
234
- | No log | 13.5556 | 366 | 0.6334 | 0.7871 | 0.6334 | 0.7959 |
235
- | No log | 13.6296 | 368 | 0.6291 | 0.7792 | 0.6291 | 0.7931 |
236
- | No log | 13.7037 | 370 | 0.6267 | 0.7682 | 0.6267 | 0.7916 |
237
- | No log | 13.7778 | 372 | 0.6103 | 0.7821 | 0.6103 | 0.7812 |
238
- | No log | 13.8519 | 374 | 0.6414 | 0.8118 | 0.6414 | 0.8008 |
239
- | No log | 13.9259 | 376 | 0.6181 | 0.8140 | 0.6181 | 0.7862 |
240
- | No log | 14.0 | 378 | 0.5590 | 0.7901 | 0.5590 | 0.7477 |
241
- | No log | 14.0741 | 380 | 0.5966 | 0.7742 | 0.5966 | 0.7724 |
242
- | No log | 14.1481 | 382 | 0.6753 | 0.7451 | 0.6753 | 0.8218 |
243
- | No log | 14.2222 | 384 | 0.7222 | 0.7285 | 0.7222 | 0.8498 |
244
- | No log | 14.2963 | 386 | 0.6851 | 0.7324 | 0.6851 | 0.8277 |
245
- | No log | 14.3704 | 388 | 0.6677 | 0.7639 | 0.6677 | 0.8171 |
246
- | No log | 14.4444 | 390 | 0.6410 | 0.7724 | 0.6410 | 0.8006 |
247
- | No log | 14.5185 | 392 | 0.6122 | 0.8027 | 0.6122 | 0.7824 |
248
- | No log | 14.5926 | 394 | 0.5822 | 0.7671 | 0.5822 | 0.7630 |
249
- | No log | 14.6667 | 396 | 0.5860 | 0.7671 | 0.5860 | 0.7655 |
250
- | No log | 14.7407 | 398 | 0.6033 | 0.7550 | 0.6033 | 0.7767 |
251
- | No log | 14.8148 | 400 | 0.6119 | 0.7632 | 0.6119 | 0.7823 |
252
- | No log | 14.8889 | 402 | 0.6097 | 0.7671 | 0.6097 | 0.7808 |
253
- | No log | 14.9630 | 404 | 0.6467 | 0.7891 | 0.6467 | 0.8042 |
254
- | No log | 15.0370 | 406 | 0.7198 | 0.7534 | 0.7198 | 0.8484 |
255
- | No log | 15.1111 | 408 | 0.7100 | 0.7448 | 0.7100 | 0.8426 |
256
- | No log | 15.1852 | 410 | 0.6647 | 0.7891 | 0.6647 | 0.8153 |
257
- | No log | 15.2593 | 412 | 0.6684 | 0.7619 | 0.6684 | 0.8175 |
258
- | No log | 15.3333 | 414 | 0.7089 | 0.7222 | 0.7089 | 0.8420 |
259
- | No log | 15.4074 | 416 | 0.7571 | 0.7123 | 0.7571 | 0.8701 |
260
- | No log | 15.4815 | 418 | 0.7612 | 0.6993 | 0.7612 | 0.8725 |
261
- | No log | 15.5556 | 420 | 0.7458 | 0.7 | 0.7458 | 0.8636 |
262
- | No log | 15.6296 | 422 | 0.6932 | 0.7448 | 0.6932 | 0.8326 |
263
- | No log | 15.7037 | 424 | 0.6479 | 0.7451 | 0.6479 | 0.8049 |
264
- | No log | 15.7778 | 426 | 0.6150 | 0.7792 | 0.6150 | 0.7842 |
265
- | No log | 15.8519 | 428 | 0.6133 | 0.7467 | 0.6133 | 0.7831 |
266
- | No log | 15.9259 | 430 | 0.6364 | 0.7383 | 0.6364 | 0.7977 |
267
- | No log | 16.0 | 432 | 0.6688 | 0.7273 | 0.6688 | 0.8178 |
268
- | No log | 16.0741 | 434 | 0.6822 | 0.6950 | 0.6822 | 0.8260 |
269
- | No log | 16.1481 | 436 | 0.6693 | 0.6950 | 0.6693 | 0.8181 |
270
- | No log | 16.2222 | 438 | 0.6614 | 0.7467 | 0.6614 | 0.8133 |
271
- | No log | 16.2963 | 440 | 0.6407 | 0.7582 | 0.6407 | 0.8004 |
272
- | No log | 16.3704 | 442 | 0.6277 | 0.7722 | 0.6277 | 0.7923 |
273
- | No log | 16.4444 | 444 | 0.5984 | 0.7771 | 0.5984 | 0.7736 |
274
- | No log | 16.5185 | 446 | 0.6070 | 0.8172 | 0.6070 | 0.7791 |
275
- | No log | 16.5926 | 448 | 0.6050 | 0.8 | 0.6050 | 0.7778 |
276
- | No log | 16.6667 | 450 | 0.6107 | 0.7485 | 0.6107 | 0.7815 |
277
- | No log | 16.7407 | 452 | 0.6545 | 0.7643 | 0.6545 | 0.8090 |
278
- | No log | 16.8148 | 454 | 0.7037 | 0.7248 | 0.7037 | 0.8388 |
279
- | No log | 16.8889 | 456 | 0.7306 | 0.7190 | 0.7306 | 0.8547 |
280
- | No log | 16.9630 | 458 | 0.7223 | 0.7190 | 0.7223 | 0.8499 |
281
- | No log | 17.0370 | 460 | 0.7370 | 0.7051 | 0.7370 | 0.8585 |
282
- | No log | 17.1111 | 462 | 0.6811 | 0.7226 | 0.6811 | 0.8253 |
283
- | No log | 17.1852 | 464 | 0.6541 | 0.7237 | 0.6541 | 0.8088 |
284
- | No log | 17.2593 | 466 | 0.6484 | 0.7368 | 0.6484 | 0.8052 |
285
- | No log | 17.3333 | 468 | 0.6682 | 0.7222 | 0.6682 | 0.8174 |
286
- | No log | 17.4074 | 470 | 0.6499 | 0.7619 | 0.6499 | 0.8061 |
287
- | No log | 17.4815 | 472 | 0.6205 | 0.7733 | 0.6205 | 0.7877 |
288
- | No log | 17.5556 | 474 | 0.6103 | 0.7733 | 0.6103 | 0.7812 |
289
- | No log | 17.6296 | 476 | 0.6064 | 0.8025 | 0.6064 | 0.7787 |
290
- | No log | 17.7037 | 478 | 0.5829 | 0.8025 | 0.5829 | 0.7634 |
291
- | No log | 17.7778 | 480 | 0.5678 | 0.7368 | 0.5678 | 0.7535 |
292
- | No log | 17.8519 | 482 | 0.5623 | 0.7613 | 0.5623 | 0.7499 |
293
- | No log | 17.9259 | 484 | 0.5685 | 0.7692 | 0.5685 | 0.7540 |
294
- | No log | 18.0 | 486 | 0.5972 | 0.7662 | 0.5972 | 0.7728 |
295
- | No log | 18.0741 | 488 | 0.6013 | 0.7692 | 0.6013 | 0.7755 |
296
- | No log | 18.1481 | 490 | 0.6119 | 0.7643 | 0.6119 | 0.7823 |
297
- | No log | 18.2222 | 492 | 0.7064 | 0.7857 | 0.7064 | 0.8405 |
298
- | No log | 18.2963 | 494 | 0.7596 | 0.7273 | 0.7596 | 0.8716 |
299
- | No log | 18.3704 | 496 | 0.7234 | 0.7342 | 0.7234 | 0.8505 |
300
- | No log | 18.4444 | 498 | 0.7194 | 0.7342 | 0.7194 | 0.8482 |
301
- | 0.4033 | 18.5185 | 500 | 0.6955 | 0.7654 | 0.6955 | 0.8340 |
302
- | 0.4033 | 18.5926 | 502 | 0.6769 | 0.7582 | 0.6769 | 0.8228 |
303
- | 0.4033 | 18.6667 | 504 | 0.6809 | 0.7654 | 0.6809 | 0.8252 |
304
- | 0.4033 | 18.7407 | 506 | 0.7108 | 0.75 | 0.7108 | 0.8431 |
305
- | 0.4033 | 18.8148 | 508 | 0.6703 | 0.8 | 0.6703 | 0.8187 |
306
- | 0.4033 | 18.8889 | 510 | 0.6255 | 0.7711 | 0.6255 | 0.7909 |
307
- | 0.4033 | 18.9630 | 512 | 0.6015 | 0.7949 | 0.6015 | 0.7755 |
308
- | 0.4033 | 19.0370 | 514 | 0.6040 | 0.7703 | 0.6040 | 0.7771 |
309
- | 0.4033 | 19.1111 | 516 | 0.6044 | 0.7651 | 0.6044 | 0.7774 |
310
- | 0.4033 | 19.1852 | 518 | 0.5740 | 0.7949 | 0.5740 | 0.7576 |
311
- | 0.4033 | 19.2593 | 520 | 0.5465 | 0.8025 | 0.5465 | 0.7393 |
312
- | 0.4033 | 19.3333 | 522 | 0.5628 | 0.8144 | 0.5628 | 0.7502 |
313
- | 0.4033 | 19.4074 | 524 | 0.5559 | 0.8235 | 0.5559 | 0.7456 |
314
- | 0.4033 | 19.4815 | 526 | 0.5341 | 0.8050 | 0.5341 | 0.7308 |
315
- | 0.4033 | 19.5556 | 528 | 0.5394 | 0.8176 | 0.5394 | 0.7344 |
316
- | 0.4033 | 19.6296 | 530 | 0.5537 | 0.8025 | 0.5537 | 0.7441 |
317
- | 0.4033 | 19.7037 | 532 | 0.5578 | 0.8025 | 0.5578 | 0.7469 |
318
- | 0.4033 | 19.7778 | 534 | 0.5695 | 0.8158 | 0.5695 | 0.7547 |
319
- | 0.4033 | 19.8519 | 536 | 0.5990 | 0.7843 | 0.5990 | 0.7739 |
320
- | 0.4033 | 19.9259 | 538 | 0.6438 | 0.7483 | 0.6438 | 0.8023 |
321
- | 0.4033 | 20.0 | 540 | 0.6465 | 0.76 | 0.6465 | 0.8040 |
322
- | 0.4033 | 20.0741 | 542 | 0.6132 | 0.7843 | 0.6132 | 0.7831 |
323
- | 0.4033 | 20.1481 | 544 | 0.5920 | 0.7712 | 0.5920 | 0.7694 |
324
- | 0.4033 | 20.2222 | 546 | 0.6000 | 0.7632 | 0.6000 | 0.7746 |
325
- | 0.4033 | 20.2963 | 548 | 0.6229 | 0.7712 | 0.6229 | 0.7892 |
326
- | 0.4033 | 20.3704 | 550 | 0.6307 | 0.76 | 0.6307 | 0.7942 |
327
- | 0.4033 | 20.4444 | 552 | 0.6450 | 0.7320 | 0.6450 | 0.8031 |
328
- | 0.4033 | 20.5185 | 554 | 0.6785 | 0.7143 | 0.6785 | 0.8237 |
329
- | 0.4033 | 20.5926 | 556 | 0.6815 | 0.7215 | 0.6815 | 0.8256 |
330
- | 0.4033 | 20.6667 | 558 | 0.6631 | 0.7226 | 0.6631 | 0.8143 |
331
 
332
 
333
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.4430
19
+ - Qwk: 0.4462
20
+ - Mse: 1.4430
21
+ - Rmse: 1.2012
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 6.9743 | 0.0056 | 6.9743 | 2.6409 |
53
+ | No log | 0.2222 | 4 | 4.5177 | 0.0583 | 4.5177 | 2.1255 |
54
+ | No log | 0.3333 | 6 | 3.9644 | -0.0290 | 3.9644 | 1.9911 |
55
+ | No log | 0.4444 | 8 | 3.7349 | -0.0100 | 3.7349 | 1.9326 |
56
+ | No log | 0.5556 | 10 | 2.5164 | 0.1361 | 2.5164 | 1.5863 |
57
+ | No log | 0.6667 | 12 | 2.1787 | 0.2707 | 2.1787 | 1.4760 |
58
+ | No log | 0.7778 | 14 | 1.9342 | 0.2443 | 1.9342 | 1.3907 |
59
+ | No log | 0.8889 | 16 | 1.7970 | 0.3306 | 1.7970 | 1.3405 |
60
+ | No log | 1.0 | 18 | 2.0448 | 0.2222 | 2.0448 | 1.4299 |
61
+ | No log | 1.1111 | 20 | 2.1720 | 0.0606 | 2.1720 | 1.4738 |
62
+ | No log | 1.2222 | 22 | 2.2997 | 0.0 | 2.2997 | 1.5165 |
63
+ | No log | 1.3333 | 24 | 2.1859 | 0.0699 | 2.1859 | 1.4785 |
64
+ | No log | 1.4444 | 26 | 1.9273 | 0.3101 | 1.9273 | 1.3883 |
65
+ | No log | 1.5556 | 28 | 1.5186 | 0.3793 | 1.5186 | 1.2323 |
66
+ | No log | 1.6667 | 30 | 1.3693 | 0.3802 | 1.3693 | 1.1702 |
67
+ | No log | 1.7778 | 32 | 1.3803 | 0.4032 | 1.3803 | 1.1749 |
68
+ | No log | 1.8889 | 34 | 1.4369 | 0.3360 | 1.4369 | 1.1987 |
69
+ | No log | 2.0 | 36 | 1.3911 | 0.3361 | 1.3911 | 1.1795 |
70
+ | No log | 2.1111 | 38 | 1.3171 | 0.3304 | 1.3171 | 1.1477 |
71
+ | No log | 2.2222 | 40 | 1.2675 | 0.3214 | 1.2675 | 1.1259 |
72
+ | No log | 2.3333 | 42 | 1.2991 | 0.2430 | 1.2991 | 1.1398 |
73
+ | No log | 2.4444 | 44 | 1.3477 | 0.2909 | 1.3477 | 1.1609 |
74
+ | No log | 2.5556 | 46 | 1.3803 | 0.3934 | 1.3803 | 1.1749 |
75
+ | No log | 2.6667 | 48 | 1.5387 | 0.4320 | 1.5387 | 1.2404 |
76
+ | No log | 2.7778 | 50 | 1.4328 | 0.4194 | 1.4328 | 1.1970 |
77
+ | No log | 2.8889 | 52 | 1.2984 | 0.4603 | 1.2984 | 1.1395 |
78
+ | No log | 3.0 | 54 | 1.2043 | 0.3393 | 1.2043 | 1.0974 |
79
+ | No log | 3.1111 | 56 | 1.1899 | 0.3929 | 1.1899 | 1.0908 |
80
+ | No log | 3.2222 | 58 | 1.1652 | 0.4425 | 1.1652 | 1.0794 |
81
+ | No log | 3.3333 | 60 | 1.0689 | 0.5378 | 1.0689 | 1.0339 |
82
+ | No log | 3.4444 | 62 | 1.1145 | 0.5 | 1.1145 | 1.0557 |
83
+ | No log | 3.5556 | 64 | 1.1364 | 0.5299 | 1.1364 | 1.0660 |
84
+ | No log | 3.6667 | 66 | 1.0558 | 0.5546 | 1.0558 | 1.0275 |
85
+ | No log | 3.7778 | 68 | 1.0511 | 0.5667 | 1.0511 | 1.0252 |
86
+ | No log | 3.8889 | 70 | 1.0732 | 0.5785 | 1.0732 | 1.0360 |
87
+ | No log | 4.0 | 72 | 1.0808 | 0.4918 | 1.0808 | 1.0396 |
88
+ | No log | 4.1111 | 74 | 1.1889 | 0.4219 | 1.1889 | 1.0903 |
89
+ | No log | 4.2222 | 76 | 1.0533 | 0.4754 | 1.0533 | 1.0263 |
90
+ | No log | 4.3333 | 78 | 1.0342 | 0.5785 | 1.0342 | 1.0170 |
91
+ | No log | 4.4444 | 80 | 1.1262 | 0.4957 | 1.1262 | 1.0612 |
92
+ | No log | 4.5556 | 82 | 1.0926 | 0.5424 | 1.0926 | 1.0453 |
93
+ | No log | 4.6667 | 84 | 0.9477 | 0.5528 | 0.9477 | 0.9735 |
94
+ | No log | 4.7778 | 86 | 0.9014 | 0.6142 | 0.9014 | 0.9494 |
95
+ | No log | 4.8889 | 88 | 0.9097 | 0.5806 | 0.9097 | 0.9538 |
96
+ | No log | 5.0 | 90 | 1.1263 | 0.5528 | 1.1263 | 1.0613 |
97
+ | No log | 5.1111 | 92 | 1.3515 | 0.4320 | 1.3515 | 1.1625 |
98
+ | No log | 5.2222 | 94 | 1.2247 | 0.5303 | 1.2247 | 1.1067 |
99
+ | No log | 5.3333 | 96 | 0.9168 | 0.6364 | 0.9168 | 0.9575 |
100
+ | No log | 5.4444 | 98 | 0.8474 | 0.6861 | 0.8474 | 0.9205 |
101
+ | No log | 5.5556 | 100 | 0.9026 | 0.6406 | 0.9026 | 0.9500 |
102
+ | No log | 5.6667 | 102 | 1.0778 | 0.5669 | 1.0778 | 1.0382 |
103
+ | No log | 5.7778 | 104 | 1.1396 | 0.5691 | 1.1396 | 1.0675 |
104
+ | No log | 5.8889 | 106 | 1.1842 | 0.5366 | 1.1842 | 1.0882 |
105
+ | No log | 6.0 | 108 | 1.0497 | 0.5902 | 1.0497 | 1.0245 |
106
+ | No log | 6.1111 | 110 | 0.9113 | 0.6308 | 0.9113 | 0.9546 |
107
+ | No log | 6.2222 | 112 | 1.0759 | 0.6165 | 1.0759 | 1.0373 |
108
+ | No log | 6.3333 | 114 | 1.4212 | 0.4148 | 1.4212 | 1.1921 |
109
+ | No log | 6.4444 | 116 | 1.5611 | 0.3382 | 1.5611 | 1.2494 |
110
+ | No log | 6.5556 | 118 | 1.4261 | 0.4328 | 1.4261 | 1.1942 |
111
+ | No log | 6.6667 | 120 | 1.0977 | 0.5625 | 1.0977 | 1.0477 |
112
+ | No log | 6.7778 | 122 | 1.0194 | 0.5806 | 1.0194 | 1.0096 |
113
+ | No log | 6.8889 | 124 | 1.1386 | 0.5246 | 1.1386 | 1.0670 |
114
+ | No log | 7.0 | 126 | 1.2958 | 0.4667 | 1.2958 | 1.1383 |
115
+ | No log | 7.1111 | 128 | 1.2563 | 0.56 | 1.2563 | 1.1208 |
116
+ | No log | 7.2222 | 130 | 1.1459 | 0.5625 | 1.1459 | 1.0705 |
117
+ | No log | 7.3333 | 132 | 1.0458 | 0.6349 | 1.0458 | 1.0226 |
118
+ | No log | 7.4444 | 134 | 1.0814 | 0.6032 | 1.0814 | 1.0399 |
119
+ | No log | 7.5556 | 136 | 1.1305 | 0.5512 | 1.1305 | 1.0633 |
120
+ | No log | 7.6667 | 138 | 1.1424 | 0.5954 | 1.1424 | 1.0688 |
121
+ | No log | 7.7778 | 140 | 1.1601 | 0.5846 | 1.1601 | 1.0771 |
122
+ | No log | 7.8889 | 142 | 1.2561 | 0.5323 | 1.2561 | 1.1208 |
123
+ | No log | 8.0 | 144 | 1.3384 | 0.4918 | 1.3384 | 1.1569 |
124
+ | No log | 8.1111 | 146 | 1.2721 | 0.5781 | 1.2721 | 1.1279 |
125
+ | No log | 8.2222 | 148 | 1.2146 | 0.6107 | 1.2146 | 1.1021 |
126
+ | No log | 8.3333 | 150 | 1.1761 | 0.6316 | 1.1761 | 1.0845 |
127
+ | No log | 8.4444 | 152 | 1.2942 | 0.5263 | 1.2942 | 1.1376 |
128
+ | No log | 8.5556 | 154 | 1.4332 | 0.3556 | 1.4332 | 1.1972 |
129
+ | No log | 8.6667 | 156 | 1.3854 | 0.4812 | 1.3854 | 1.1770 |
130
+ | No log | 8.7778 | 158 | 1.1258 | 0.6277 | 1.1258 | 1.0610 |
131
+ | No log | 8.8889 | 160 | 0.9422 | 0.6617 | 0.9422 | 0.9707 |
132
+ | No log | 9.0 | 162 | 0.9325 | 0.6364 | 0.9325 | 0.9657 |
133
+ | No log | 9.1111 | 164 | 1.0799 | 0.5926 | 1.0799 | 1.0392 |
134
+ | No log | 9.2222 | 166 | 1.1896 | 0.5263 | 1.1896 | 1.0907 |
135
+ | No log | 9.3333 | 168 | 1.1370 | 0.5522 | 1.1370 | 1.0663 |
136
+ | No log | 9.4444 | 170 | 1.1127 | 0.5564 | 1.1127 | 1.0549 |
137
+ | No log | 9.5556 | 172 | 1.1457 | 0.5224 | 1.1457 | 1.0704 |
138
+ | No log | 9.6667 | 174 | 1.3466 | 0.4627 | 1.3466 | 1.1604 |
139
+ | No log | 9.7778 | 176 | 1.4850 | 0.3881 | 1.4850 | 1.2186 |
140
+ | No log | 9.8889 | 178 | 1.3714 | 0.4662 | 1.3714 | 1.1711 |
141
+ | No log | 10.0 | 180 | 1.1340 | 0.5891 | 1.1340 | 1.0649 |
142
+ | No log | 10.1111 | 182 | 1.1376 | 0.5806 | 1.1376 | 1.0666 |
143
+ | No log | 10.2222 | 184 | 1.2677 | 0.528 | 1.2677 | 1.1259 |
144
+ | No log | 10.3333 | 186 | 1.5400 | 0.3200 | 1.5400 | 1.2410 |
145
+ | No log | 10.4444 | 188 | 1.7019 | 0.2899 | 1.7019 | 1.3046 |
146
+ | No log | 10.5556 | 190 | 1.8145 | 0.2676 | 1.8145 | 1.3470 |
147
+ | No log | 10.6667 | 192 | 1.6724 | 0.3143 | 1.6724 | 1.2932 |
148
+ | No log | 10.7778 | 194 | 1.3373 | 0.4580 | 1.3373 | 1.1564 |
149
+ | No log | 10.8889 | 196 | 0.9959 | 0.5854 | 0.9959 | 0.9980 |
150
+ | No log | 11.0 | 198 | 0.9493 | 0.5691 | 0.9493 | 0.9743 |
151
+ | No log | 11.1111 | 200 | 0.9699 | 0.5289 | 0.9699 | 0.9848 |
152
+ | No log | 11.2222 | 202 | 1.0356 | 0.5289 | 1.0356 | 1.0176 |
153
+ | No log | 11.3333 | 204 | 1.2311 | 0.5246 | 1.2311 | 1.1096 |
154
+ | No log | 11.4444 | 206 | 1.4269 | 0.4375 | 1.4269 | 1.1945 |
155
+ | No log | 11.5556 | 208 | 1.5276 | 0.3333 | 1.5276 | 1.2360 |
156
+ | No log | 11.6667 | 210 | 1.4638 | 0.3846 | 1.4638 | 1.2099 |
157
+ | No log | 11.7778 | 212 | 1.2702 | 0.5271 | 1.2702 | 1.1270 |
158
+ | No log | 11.8889 | 214 | 1.0182 | 0.6066 | 1.0182 | 1.0091 |
159
+ | No log | 12.0 | 216 | 0.9340 | 0.5968 | 0.9340 | 0.9665 |
160
+ | No log | 12.1111 | 218 | 0.9331 | 0.5968 | 0.9331 | 0.9660 |
161
+ | No log | 12.2222 | 220 | 0.9994 | 0.5785 | 0.9994 | 0.9997 |
162
+ | No log | 12.3333 | 222 | 1.1520 | 0.5873 | 1.1520 | 1.0733 |
163
+ | No log | 12.4444 | 224 | 1.2389 | 0.5714 | 1.2389 | 1.1130 |
164
+ | No log | 12.5556 | 226 | 1.3082 | 0.4844 | 1.3082 | 1.1438 |
165
+ | No log | 12.6667 | 228 | 1.3171 | 0.4733 | 1.3171 | 1.1476 |
166
+ | No log | 12.7778 | 230 | 1.3835 | 0.4427 | 1.3835 | 1.1762 |
167
+ | No log | 12.8889 | 232 | 1.3206 | 0.5224 | 1.3206 | 1.1492 |
168
+ | No log | 13.0 | 234 | 1.2898 | 0.5224 | 1.2898 | 1.1357 |
169
+ | No log | 13.1111 | 236 | 1.2636 | 0.5263 | 1.2636 | 1.1241 |
170
+ | No log | 13.2222 | 238 | 1.1806 | 0.4961 | 1.1806 | 1.0866 |
171
+ | No log | 13.3333 | 240 | 1.1748 | 0.4961 | 1.1748 | 1.0839 |
172
+ | No log | 13.4444 | 242 | 1.2031 | 0.4961 | 1.2031 | 1.0969 |
173
+ | No log | 13.5556 | 244 | 1.2453 | 0.4806 | 1.2453 | 1.1159 |
174
+ | No log | 13.6667 | 246 | 1.2099 | 0.496 | 1.2099 | 1.1000 |
175
+ | No log | 13.7778 | 248 | 1.1245 | 0.5203 | 1.1245 | 1.0604 |
176
+ | No log | 13.8889 | 250 | 1.0203 | 0.5738 | 1.0203 | 1.0101 |
177
+ | No log | 14.0 | 252 | 0.9969 | 0.624 | 0.9969 | 0.9984 |
178
+ | No log | 14.1111 | 254 | 1.0821 | 0.5669 | 1.0821 | 1.0402 |
179
+ | No log | 14.2222 | 256 | 1.2236 | 0.5271 | 1.2236 | 1.1062 |
180
+ | No log | 14.3333 | 258 | 1.4434 | 0.3910 | 1.4434 | 1.2014 |
181
+ | No log | 14.4444 | 260 | 1.6365 | 0.3382 | 1.6365 | 1.2793 |
182
+ | No log | 14.5556 | 262 | 1.6217 | 0.3284 | 1.6217 | 1.2735 |
183
+ | No log | 14.6667 | 264 | 1.5007 | 0.3511 | 1.5007 | 1.2250 |
184
+ | No log | 14.7778 | 266 | 1.3435 | 0.4228 | 1.3435 | 1.1591 |
185
+ | No log | 14.8889 | 268 | 1.1167 | 0.5984 | 1.1167 | 1.0568 |
186
+ | No log | 15.0 | 270 | 1.0198 | 0.6202 | 1.0198 | 1.0098 |
187
+ | No log | 15.1111 | 272 | 1.0683 | 0.6154 | 1.0683 | 1.0336 |
188
+ | No log | 15.2222 | 274 | 1.2313 | 0.5333 | 1.2313 | 1.1097 |
189
+ | No log | 15.3333 | 276 | 1.3267 | 0.5 | 1.3267 | 1.1518 |
190
+ | No log | 15.4444 | 278 | 1.3030 | 0.5255 | 1.3030 | 1.1415 |
191
+ | No log | 15.5556 | 280 | 1.2768 | 0.5373 | 1.2768 | 1.1300 |
192
+ | No log | 15.6667 | 282 | 1.3321 | 0.5414 | 1.3321 | 1.1542 |
193
+ | No log | 15.7778 | 284 | 1.3207 | 0.5263 | 1.3207 | 1.1492 |
194
+ | No log | 15.8889 | 286 | 1.3668 | 0.5152 | 1.3668 | 1.1691 |
195
+ | No log | 16.0 | 288 | 1.2822 | 0.56 | 1.2822 | 1.1323 |
196
+ | No log | 16.1111 | 290 | 1.1824 | 0.5806 | 1.1824 | 1.0874 |
197
+ | No log | 16.2222 | 292 | 1.1266 | 0.6129 | 1.1266 | 1.0614 |
198
+ | No log | 16.3333 | 294 | 1.1427 | 0.6016 | 1.1427 | 1.0690 |
199
+ | No log | 16.4444 | 296 | 1.1721 | 0.5938 | 1.1721 | 1.0826 |
200
+ | No log | 16.5556 | 298 | 1.2305 | 0.5630 | 1.2305 | 1.1093 |
201
+ | No log | 16.6667 | 300 | 1.2341 | 0.5401 | 1.2341 | 1.1109 |
202
+ | No log | 16.7778 | 302 | 1.2629 | 0.5401 | 1.2629 | 1.1238 |
203
+ | No log | 16.8889 | 304 | 1.2428 | 0.5736 | 1.2428 | 1.1148 |
204
+ | No log | 17.0 | 306 | 1.1434 | 0.5902 | 1.1434 | 1.0693 |
205
+ | No log | 17.1111 | 308 | 1.1544 | 0.5882 | 1.1544 | 1.0744 |
206
+ | No log | 17.2222 | 310 | 1.2500 | 0.5593 | 1.2500 | 1.1180 |
207
+ | No log | 17.3333 | 312 | 1.3537 | 0.5254 | 1.3537 | 1.1635 |
208
+ | No log | 17.4444 | 314 | 1.3923 | 0.4538 | 1.3923 | 1.1800 |
209
+ | No log | 17.5556 | 316 | 1.3080 | 0.5426 | 1.3080 | 1.1437 |
210
+ | No log | 17.6667 | 318 | 1.2201 | 0.5802 | 1.2201 | 1.1046 |
211
+ | No log | 17.7778 | 320 | 1.0863 | 0.6260 | 1.0863 | 1.0423 |
212
+ | No log | 17.8889 | 322 | 1.0600 | 0.6015 | 1.0600 | 1.0296 |
213
+ | No log | 18.0 | 324 | 1.0856 | 0.5714 | 1.0856 | 1.0419 |
214
+ | No log | 18.1111 | 326 | 1.1455 | 0.5522 | 1.1455 | 1.0703 |
215
+ | No log | 18.2222 | 328 | 1.1869 | 0.5954 | 1.1869 | 1.0895 |
216
+ | No log | 18.3333 | 330 | 1.1645 | 0.6154 | 1.1645 | 1.0791 |
217
+ | No log | 18.4444 | 332 | 1.1943 | 0.6154 | 1.1943 | 1.0928 |
218
+ | No log | 18.5556 | 334 | 1.3019 | 0.5231 | 1.3019 | 1.1410 |
219
+ | No log | 18.6667 | 336 | 1.3710 | 0.4242 | 1.3710 | 1.1709 |
220
+ | No log | 18.7778 | 338 | 1.3007 | 0.4812 | 1.3007 | 1.1405 |
221
+ | No log | 18.8889 | 340 | 1.1619 | 0.6154 | 1.1619 | 1.0779 |
222
+ | No log | 19.0 | 342 | 1.0198 | 0.6154 | 1.0198 | 1.0099 |
223
+ | No log | 19.1111 | 344 | 0.9985 | 0.6357 | 0.9985 | 0.9992 |
224
+ | No log | 19.2222 | 346 | 1.0318 | 0.6154 | 1.0318 | 1.0158 |
225
+ | No log | 19.3333 | 348 | 1.0464 | 0.6 | 1.0464 | 1.0230 |
226
+ | No log | 19.4444 | 350 | 1.0769 | 0.5954 | 1.0769 | 1.0378 |
227
+ | No log | 19.5556 | 352 | 1.1472 | 0.5373 | 1.1472 | 1.0711 |
228
+ | No log | 19.6667 | 354 | 1.1279 | 0.5909 | 1.1279 | 1.0620 |
229
+ | No log | 19.7778 | 356 | 1.1320 | 0.5954 | 1.1320 | 1.0640 |
230
+ | No log | 19.8889 | 358 | 1.1677 | 0.6 | 1.1677 | 1.0806 |
231
+ | No log | 20.0 | 360 | 1.1278 | 0.5854 | 1.1278 | 1.0620 |
232
+ | No log | 20.1111 | 362 | 1.0992 | 0.5455 | 1.0992 | 1.0484 |
233
+ | No log | 20.2222 | 364 | 1.0879 | 0.5455 | 1.0879 | 1.0430 |
234
+ | No log | 20.3333 | 366 | 1.1179 | 0.6080 | 1.1179 | 1.0573 |
235
+ | No log | 20.4444 | 368 | 1.1338 | 0.6190 | 1.1338 | 1.0648 |
236
+ | No log | 20.5556 | 370 | 1.1463 | 0.6154 | 1.1463 | 1.0707 |
237
+ | No log | 20.6667 | 372 | 1.1613 | 0.5954 | 1.1613 | 1.0776 |
238
+ | No log | 20.7778 | 374 | 1.0967 | 0.6047 | 1.0967 | 1.0472 |
239
+ | No log | 20.8889 | 376 | 1.0282 | 0.6299 | 1.0282 | 1.0140 |
240
+ | No log | 21.0 | 378 | 1.0064 | 0.6406 | 1.0064 | 1.0032 |
241
+ | No log | 21.1111 | 380 | 1.0620 | 0.6349 | 1.0620 | 1.0305 |
242
+ | No log | 21.2222 | 382 | 1.1367 | 0.625 | 1.1367 | 1.0661 |
243
+ | No log | 21.3333 | 384 | 1.2001 | 0.5891 | 1.2001 | 1.0955 |
244
+ | No log | 21.4444 | 386 | 1.2424 | 0.5303 | 1.2424 | 1.1146 |
245
+ | No log | 21.5556 | 388 | 1.2679 | 0.4889 | 1.2679 | 1.1260 |
246
+ | No log | 21.6667 | 390 | 1.2539 | 0.5075 | 1.2539 | 1.1198 |
247
+ | No log | 21.7778 | 392 | 1.2215 | 0.4962 | 1.2215 | 1.1052 |
248
+ | No log | 21.8889 | 394 | 1.2601 | 0.5191 | 1.2601 | 1.1225 |
249
+ | No log | 22.0 | 396 | 1.3149 | 0.5113 | 1.3149 | 1.1467 |
250
+ | No log | 22.1111 | 398 | 1.3345 | 0.4662 | 1.3345 | 1.1552 |
251
+ | No log | 22.2222 | 400 | 1.2944 | 0.4567 | 1.2944 | 1.1377 |
252
+ | No log | 22.3333 | 402 | 1.2315 | 0.5484 | 1.2315 | 1.1097 |
253
+ | No log | 22.4444 | 404 | 1.2181 | 0.5366 | 1.2181 | 1.1037 |
254
+ | No log | 22.5556 | 406 | 1.1720 | 0.5366 | 1.1720 | 1.0826 |
255
+ | No log | 22.6667 | 408 | 1.1614 | 0.5760 | 1.1614 | 1.0777 |
256
+ | No log | 22.7778 | 410 | 1.1053 | 0.6032 | 1.1053 | 1.0513 |
257
+ | No log | 22.8889 | 412 | 1.1023 | 0.6032 | 1.1023 | 1.0499 |
258
+ | No log | 23.0 | 414 | 1.1573 | 0.6032 | 1.1573 | 1.0758 |
259
+ | No log | 23.1111 | 416 | 1.2622 | 0.4375 | 1.2622 | 1.1235 |
260
+ | No log | 23.2222 | 418 | 1.2904 | 0.4375 | 1.2904 | 1.1359 |
261
+ | No log | 23.3333 | 420 | 1.2488 | 0.4375 | 1.2488 | 1.1175 |
262
+ | No log | 23.4444 | 422 | 1.1667 | 0.6032 | 1.1667 | 1.0802 |
263
+ | No log | 23.5556 | 424 | 1.1856 | 0.5920 | 1.1856 | 1.0889 |
264
+ | No log | 23.6667 | 426 | 1.2087 | 0.5760 | 1.2087 | 1.0994 |
265
+ | No log | 23.7778 | 428 | 1.2613 | 0.48 | 1.2613 | 1.1231 |
266
+ | No log | 23.8889 | 430 | 1.2480 | 0.4724 | 1.2480 | 1.1171 |
267
+ | No log | 24.0 | 432 | 1.2246 | 0.4923 | 1.2246 | 1.1066 |
268
+ | No log | 24.1111 | 434 | 1.2164 | 0.5373 | 1.2164 | 1.1029 |
269
+ | No log | 24.2222 | 436 | 1.1731 | 0.6 | 1.1731 | 1.0831 |
270
+ | No log | 24.3333 | 438 | 1.2160 | 0.5469 | 1.2160 | 1.1027 |
271
+ | No log | 24.4444 | 440 | 1.3424 | 0.4062 | 1.3424 | 1.1586 |
272
+ | No log | 24.5556 | 442 | 1.4665 | 0.3906 | 1.4665 | 1.2110 |
273
+ | No log | 24.6667 | 444 | 1.4638 | 0.375 | 1.4638 | 1.2099 |
274
+ | No log | 24.7778 | 446 | 1.3457 | 0.4320 | 1.3457 | 1.1600 |
275
+ | No log | 24.8889 | 448 | 1.2420 | 0.4878 | 1.2420 | 1.1145 |
276
+ | No log | 25.0 | 450 | 1.2107 | 0.5161 | 1.2107 | 1.1003 |
277
+ | No log | 25.1111 | 452 | 1.2569 | 0.5556 | 1.2569 | 1.1211 |
278
+ | No log | 25.2222 | 454 | 1.4007 | 0.3721 | 1.4007 | 1.1835 |
279
+ | No log | 25.3333 | 456 | 1.5439 | 0.3206 | 1.5439 | 1.2425 |
280
+ | No log | 25.4444 | 458 | 1.5695 | 0.2923 | 1.5695 | 1.2528 |
281
+ | No log | 25.5556 | 460 | 1.5158 | 0.3721 | 1.5158 | 1.2312 |
282
+ | No log | 25.6667 | 462 | 1.4487 | 0.4355 | 1.4487 | 1.2036 |
283
+ | No log | 25.7778 | 464 | 1.4207 | 0.3448 | 1.4207 | 1.1919 |
284
+ | No log | 25.8889 | 466 | 1.4445 | 0.3130 | 1.4445 | 1.2019 |
285
+ | No log | 26.0 | 468 | 1.4732 | 0.3130 | 1.4732 | 1.2137 |
286
+ | No log | 26.1111 | 470 | 1.4732 | 0.3529 | 1.4732 | 1.2137 |
287
+ | No log | 26.2222 | 472 | 1.4867 | 0.3967 | 1.4867 | 1.2193 |
288
+ | No log | 26.3333 | 474 | 1.5320 | 0.4032 | 1.5320 | 1.2378 |
289
+ | No log | 26.4444 | 476 | 1.5486 | 0.3937 | 1.5486 | 1.2444 |
290
+ | No log | 26.5556 | 478 | 1.5593 | 0.3438 | 1.5593 | 1.2487 |
291
+ | No log | 26.6667 | 480 | 1.5145 | 0.3692 | 1.5145 | 1.2307 |
292
+ | No log | 26.7778 | 482 | 1.4010 | 0.4154 | 1.4010 | 1.1836 |
293
+ | No log | 26.8889 | 484 | 1.3069 | 0.4844 | 1.3069 | 1.1432 |
294
+ | No log | 27.0 | 486 | 1.3233 | 0.4615 | 1.3233 | 1.1504 |
295
+ | No log | 27.1111 | 488 | 1.3560 | 0.4211 | 1.3560 | 1.1645 |
296
+ | No log | 27.2222 | 490 | 1.3921 | 0.4118 | 1.3921 | 1.1799 |
297
+ | No log | 27.3333 | 492 | 1.3595 | 0.4211 | 1.3595 | 1.1660 |
298
+ | No log | 27.4444 | 494 | 1.2770 | 0.5224 | 1.2770 | 1.1301 |
299
+ | No log | 27.5556 | 496 | 1.2829 | 0.4615 | 1.2829 | 1.1327 |
300
+ | No log | 27.6667 | 498 | 1.3205 | 0.4341 | 1.3205 | 1.1491 |
301
+ | 0.3673 | 27.7778 | 500 | 1.3779 | 0.4496 | 1.3779 | 1.1738 |
302
+ | 0.3673 | 27.8889 | 502 | 1.4775 | 0.3939 | 1.4775 | 1.2155 |
303
+ | 0.3673 | 28.0 | 504 | 1.4660 | 0.3876 | 1.4660 | 1.2108 |
304
+ | 0.3673 | 28.1111 | 506 | 1.4136 | 0.4154 | 1.4136 | 1.1889 |
305
+ | 0.3673 | 28.2222 | 508 | 1.3803 | 0.4496 | 1.3803 | 1.1748 |
306
+ | 0.3673 | 28.3333 | 510 | 1.3350 | 0.4603 | 1.3350 | 1.1554 |
307
+ | 0.3673 | 28.4444 | 512 | 1.3847 | 0.4496 | 1.3847 | 1.1767 |
308
+ | 0.3673 | 28.5556 | 514 | 1.4287 | 0.4154 | 1.4287 | 1.1953 |
309
+ | 0.3673 | 28.6667 | 516 | 1.5378 | 0.3459 | 1.5378 | 1.2401 |
310
+ | 0.3673 | 28.7778 | 518 | 1.5653 | 0.3556 | 1.5653 | 1.2511 |
311
+ | 0.3673 | 28.8889 | 520 | 1.4430 | 0.4462 | 1.4430 | 1.2012 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
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