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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task3_organization

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@@ -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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_task3_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: 0.8196
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- - Qwk: 0.0762
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- - Mse: 0.8196
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- - Rmse: 0.9053
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  ## Model description
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@@ -49,261 +49,281 @@ 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 | 0.0556 | 2 | 3.6216 | 0.0017 | 3.6216 | 1.9031 |
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- | No log | 0.1111 | 4 | 1.8102 | 0.0213 | 1.8102 | 1.3454 |
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- | No log | 0.1667 | 6 | 1.0845 | -0.0695 | 1.0845 | 1.0414 |
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- | No log | 0.2222 | 8 | 0.7672 | -0.1230 | 0.7672 | 0.8759 |
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- | No log | 0.2778 | 10 | 0.7138 | 0.0555 | 0.7138 | 0.8449 |
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- | No log | 0.3333 | 12 | 0.7136 | 0.0555 | 0.7136 | 0.8447 |
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- | No log | 0.3889 | 14 | 0.8352 | 0.0711 | 0.8352 | 0.9139 |
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- | No log | 0.4444 | 16 | 1.0873 | -0.0067 | 1.0873 | 1.0428 |
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- | No log | 0.5 | 18 | 0.7966 | 0.0953 | 0.7966 | 0.8925 |
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- | No log | 0.5556 | 20 | 0.7904 | 0.1449 | 0.7904 | 0.8890 |
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- | No log | 0.6111 | 22 | 0.7987 | 0.0999 | 0.7987 | 0.8937 |
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- | No log | 0.6667 | 24 | 0.7536 | -0.0160 | 0.7536 | 0.8681 |
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- | No log | 0.7222 | 26 | 0.8310 | 0.1097 | 0.8310 | 0.9116 |
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- | No log | 0.7778 | 28 | 1.1431 | -0.0198 | 1.1431 | 1.0692 |
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- | No log | 0.8333 | 30 | 0.9159 | 0.0196 | 0.9159 | 0.9570 |
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- | No log | 0.8889 | 32 | 0.8703 | 0.0617 | 0.8703 | 0.9329 |
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- | No log | 0.9444 | 34 | 0.7991 | 0.0680 | 0.7991 | 0.8939 |
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- | No log | 1.0 | 36 | 0.7997 | 0.0525 | 0.7997 | 0.8943 |
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- | No log | 1.0556 | 38 | 0.7740 | 0.0183 | 0.7740 | 0.8798 |
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- | No log | 1.1111 | 40 | 0.9294 | 0.1402 | 0.9294 | 0.9641 |
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- | No log | 1.1667 | 42 | 0.9313 | 0.1414 | 0.9313 | 0.9650 |
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- | No log | 1.2222 | 44 | 0.8902 | 0.0037 | 0.8902 | 0.9435 |
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- | No log | 1.2778 | 46 | 0.9752 | 0.1551 | 0.9752 | 0.9875 |
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- | No log | 1.3333 | 48 | 0.9392 | 0.0301 | 0.9392 | 0.9691 |
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- | No log | 1.3889 | 50 | 1.1364 | -0.0337 | 1.1364 | 1.0660 |
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- | No log | 1.4444 | 52 | 1.0098 | 0.0134 | 1.0098 | 1.0049 |
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- | No log | 1.5 | 54 | 0.9612 | 0.1500 | 0.9612 | 0.9804 |
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- | No log | 1.5556 | 56 | 0.9698 | 0.0600 | 0.9698 | 0.9848 |
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- | No log | 1.6111 | 58 | 1.2530 | 0.0305 | 1.2530 | 1.1194 |
81
- | No log | 1.6667 | 60 | 1.0587 | 0.1042 | 1.0587 | 1.0289 |
82
- | No log | 1.7222 | 62 | 0.8841 | 0.0272 | 0.8841 | 0.9403 |
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- | No log | 1.7778 | 64 | 0.8593 | 0.0947 | 0.8593 | 0.9270 |
84
- | No log | 1.8333 | 66 | 1.0676 | 0.1390 | 1.0676 | 1.0333 |
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- | No log | 1.8889 | 68 | 0.8630 | 0.2206 | 0.8630 | 0.9290 |
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- | No log | 1.9444 | 70 | 0.7861 | 0.0175 | 0.7861 | 0.8866 |
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- | No log | 2.0 | 72 | 0.8336 | 0.1315 | 0.8336 | 0.9130 |
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- | No log | 2.0556 | 74 | 0.8756 | 0.0919 | 0.8756 | 0.9358 |
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- | No log | 2.1111 | 76 | 0.8705 | 0.2041 | 0.8705 | 0.9330 |
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- | No log | 2.1667 | 78 | 0.9143 | 0.0875 | 0.9143 | 0.9562 |
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- | No log | 2.2222 | 80 | 1.0664 | -0.0013 | 1.0664 | 1.0327 |
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- | No log | 2.2778 | 82 | 1.0169 | 0.0281 | 1.0169 | 1.0084 |
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- | No log | 2.3333 | 84 | 0.9399 | 0.0552 | 0.9399 | 0.9695 |
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- | No log | 2.3889 | 86 | 0.9815 | 0.0350 | 0.9815 | 0.9907 |
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- | No log | 2.4444 | 88 | 0.8637 | -0.0238 | 0.8637 | 0.9294 |
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- | No log | 2.5 | 90 | 0.8698 | -0.0217 | 0.8698 | 0.9326 |
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- | No log | 2.5556 | 92 | 0.8541 | 0.0095 | 0.8541 | 0.9242 |
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- | No log | 2.6111 | 94 | 1.0694 | 0.0631 | 1.0694 | 1.0341 |
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- | No log | 2.6667 | 96 | 0.8419 | -0.1126 | 0.8419 | 0.9175 |
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- | No log | 2.7222 | 98 | 1.0092 | 0.0748 | 1.0092 | 1.0046 |
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- | No log | 2.7778 | 100 | 0.9865 | 0.0714 | 0.9865 | 0.9932 |
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- | No log | 2.8333 | 102 | 0.9251 | 0.0888 | 0.9251 | 0.9618 |
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- | No log | 2.8889 | 104 | 0.9967 | 0.0352 | 0.9967 | 0.9983 |
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- | No log | 2.9444 | 106 | 1.0617 | 0.0687 | 1.0617 | 1.0304 |
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- | No log | 3.0 | 108 | 1.2013 | -0.0318 | 1.2013 | 1.0960 |
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- | No log | 3.0556 | 110 | 0.9953 | 0.0975 | 0.9953 | 0.9976 |
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- | No log | 3.1111 | 112 | 0.9256 | 0.2375 | 0.9256 | 0.9621 |
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- | No log | 3.1667 | 114 | 0.9373 | 0.1685 | 0.9373 | 0.9682 |
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- | No log | 3.2222 | 116 | 0.9010 | 0.0804 | 0.9010 | 0.9492 |
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- | No log | 3.2778 | 118 | 0.8896 | 0.0846 | 0.8896 | 0.9432 |
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- | No log | 3.3333 | 120 | 0.8657 | -0.0303 | 0.8657 | 0.9304 |
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- | No log | 3.3889 | 122 | 0.7782 | -0.0170 | 0.7782 | 0.8822 |
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- | No log | 3.4444 | 124 | 0.7489 | -0.0179 | 0.7489 | 0.8654 |
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- | No log | 3.5 | 126 | 0.7525 | -0.0204 | 0.7525 | 0.8675 |
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- | No log | 3.5556 | 128 | 0.7898 | -0.0449 | 0.7898 | 0.8887 |
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- | No log | 3.6111 | 130 | 0.8030 | 0.0089 | 0.8030 | 0.8961 |
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- | No log | 3.6667 | 132 | 0.8045 | -0.0614 | 0.8045 | 0.8970 |
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- | No log | 3.7222 | 134 | 0.8089 | -0.0583 | 0.8089 | 0.8994 |
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- | No log | 3.7778 | 136 | 0.8606 | 0.0606 | 0.8606 | 0.9277 |
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- | No log | 3.8333 | 138 | 0.8272 | 0.1030 | 0.8272 | 0.9095 |
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- | No log | 3.8889 | 140 | 0.8394 | -0.0735 | 0.8394 | 0.9162 |
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- | No log | 3.9444 | 142 | 0.8497 | -0.0355 | 0.8497 | 0.9218 |
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- | No log | 4.0 | 144 | 0.8008 | 0.0983 | 0.8008 | 0.8949 |
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- | No log | 4.0556 | 146 | 0.8897 | 0.1854 | 0.8897 | 0.9432 |
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- | No log | 4.1111 | 148 | 0.8581 | 0.0101 | 0.8581 | 0.9263 |
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- | No log | 4.1667 | 150 | 0.8575 | 0.2254 | 0.8575 | 0.9260 |
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- | No log | 4.2222 | 152 | 0.8985 | 0.0996 | 0.8985 | 0.9479 |
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- | No log | 4.2778 | 154 | 1.1212 | -0.0385 | 1.1212 | 1.0589 |
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- | No log | 4.3333 | 156 | 0.9851 | 0.0767 | 0.9851 | 0.9925 |
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- | No log | 4.3889 | 158 | 0.7835 | -0.0550 | 0.7835 | 0.8852 |
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- | No log | 4.4444 | 160 | 0.7859 | 0.0338 | 0.7859 | 0.8865 |
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- | No log | 4.5 | 162 | 0.8135 | 0.1549 | 0.8135 | 0.9020 |
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- | No log | 4.5556 | 164 | 0.8652 | 0.1950 | 0.8652 | 0.9302 |
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- | No log | 4.6111 | 166 | 0.9058 | 0.1466 | 0.9058 | 0.9517 |
135
- | No log | 4.6667 | 168 | 0.8327 | 0.1372 | 0.8327 | 0.9125 |
136
- | No log | 4.7222 | 170 | 0.8379 | 0.0341 | 0.8379 | 0.9153 |
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- | No log | 4.7778 | 172 | 0.8154 | -0.0163 | 0.8154 | 0.9030 |
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- | No log | 4.8333 | 174 | 0.8226 | -0.0195 | 0.8226 | 0.9069 |
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- | No log | 4.8889 | 176 | 0.7934 | 0.0930 | 0.7934 | 0.8907 |
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- | No log | 4.9444 | 178 | 0.8472 | 0.1494 | 0.8472 | 0.9204 |
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- | No log | 5.0 | 180 | 0.8049 | 0.0503 | 0.8049 | 0.8972 |
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- | No log | 5.0556 | 182 | 1.0732 | -0.0760 | 1.0732 | 1.0359 |
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- | No log | 5.1111 | 184 | 1.1371 | 0.0735 | 1.1371 | 1.0663 |
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- | No log | 5.1667 | 186 | 0.8622 | -0.0209 | 0.8622 | 0.9285 |
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- | No log | 5.2222 | 188 | 0.9286 | 0.1458 | 0.9286 | 0.9637 |
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- | No log | 5.2778 | 190 | 0.9119 | 0.1412 | 0.9119 | 0.9549 |
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- | No log | 5.3333 | 192 | 0.8430 | 0.1904 | 0.8430 | 0.9181 |
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- | No log | 5.3889 | 194 | 0.8305 | 0.0697 | 0.8305 | 0.9113 |
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- | No log | 5.4444 | 196 | 0.7964 | 0.0690 | 0.7964 | 0.8924 |
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- | No log | 5.5 | 198 | 0.7346 | 0.0282 | 0.7346 | 0.8571 |
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- | No log | 5.5556 | 200 | 0.6972 | -0.0065 | 0.6972 | 0.8350 |
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- | No log | 5.6111 | 202 | 0.7125 | 0.0759 | 0.7125 | 0.8441 |
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- | No log | 5.6667 | 204 | 0.7295 | 0.0670 | 0.7295 | 0.8541 |
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- | No log | 5.7222 | 206 | 0.6886 | -0.0062 | 0.6886 | 0.8298 |
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- | No log | 5.7778 | 208 | 0.7130 | -0.0030 | 0.7130 | 0.8444 |
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- | No log | 5.8333 | 210 | 0.7331 | 0.0338 | 0.7331 | 0.8562 |
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- | No log | 5.8889 | 212 | 0.8300 | 0.0065 | 0.8300 | 0.9111 |
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- | No log | 5.9444 | 214 | 0.7754 | 0.0670 | 0.7754 | 0.8806 |
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- | No log | 6.0 | 216 | 0.7653 | 0.1292 | 0.7653 | 0.8748 |
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- | No log | 6.0556 | 218 | 0.7838 | 0.0289 | 0.7838 | 0.8853 |
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- | No log | 6.1111 | 220 | 0.7901 | 0.0709 | 0.7901 | 0.8889 |
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- | No log | 6.1667 | 222 | 0.7993 | 0.0583 | 0.7993 | 0.8940 |
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- | No log | 6.2222 | 224 | 0.7824 | 0.0058 | 0.7824 | 0.8845 |
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- | No log | 6.2778 | 226 | 0.7937 | 0.1006 | 0.7937 | 0.8909 |
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- | No log | 6.3333 | 228 | 1.0010 | 0.0783 | 1.0010 | 1.0005 |
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- | No log | 6.3889 | 230 | 0.8896 | 0.0684 | 0.8896 | 0.9432 |
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- | No log | 6.4444 | 232 | 0.8260 | 0.1358 | 0.8260 | 0.9088 |
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- | No log | 6.5 | 234 | 1.0866 | 0.0542 | 1.0866 | 1.0424 |
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- | No log | 6.5556 | 236 | 1.0371 | 0.0808 | 1.0371 | 1.0184 |
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- | No log | 6.6111 | 238 | 0.7748 | -0.0406 | 0.7748 | 0.8802 |
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- | No log | 6.6667 | 240 | 0.7343 | 0.0374 | 0.7343 | 0.8569 |
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- | No log | 6.7222 | 242 | 0.7692 | 0.0152 | 0.7692 | 0.8770 |
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- | No log | 6.7778 | 244 | 0.7500 | -0.0030 | 0.7500 | 0.8660 |
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- | No log | 6.8333 | 246 | 0.8386 | 0.1032 | 0.8386 | 0.9158 |
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- | No log | 6.8889 | 248 | 0.9086 | 0.1800 | 0.9086 | 0.9532 |
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- | No log | 6.9444 | 250 | 0.8660 | 0.1263 | 0.8660 | 0.9306 |
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- | No log | 7.0 | 252 | 0.8559 | 0.2036 | 0.8559 | 0.9251 |
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- | No log | 7.0556 | 254 | 0.8536 | 0.1977 | 0.8536 | 0.9239 |
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- | No log | 7.1111 | 256 | 0.8045 | 0.0495 | 0.8045 | 0.8969 |
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- | No log | 7.1667 | 258 | 0.7771 | -0.0056 | 0.7771 | 0.8815 |
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- | No log | 7.2222 | 260 | 0.7581 | -0.0056 | 0.7581 | 0.8707 |
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- | No log | 7.2778 | 262 | 0.7643 | 0.0643 | 0.7643 | 0.8743 |
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- | No log | 7.3333 | 264 | 0.7934 | 0.0966 | 0.7934 | 0.8907 |
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- | No log | 7.3889 | 266 | 0.7704 | 0.1550 | 0.7704 | 0.8777 |
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- | No log | 7.4444 | 268 | 0.7656 | 0.0981 | 0.7656 | 0.8750 |
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- | No log | 7.5 | 270 | 0.7248 | 0.1249 | 0.7248 | 0.8513 |
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- | No log | 7.5556 | 272 | 0.8071 | 0.1286 | 0.8071 | 0.8984 |
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- | No log | 7.6111 | 274 | 0.7199 | 0.1758 | 0.7199 | 0.8485 |
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- | No log | 7.6667 | 276 | 0.7163 | -0.0541 | 0.7163 | 0.8464 |
190
- | No log | 7.7222 | 278 | 0.7252 | -0.0062 | 0.7252 | 0.8516 |
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- | No log | 7.7778 | 280 | 0.7585 | 0.1585 | 0.7585 | 0.8709 |
192
- | No log | 7.8333 | 282 | 0.7863 | 0.1983 | 0.7863 | 0.8868 |
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- | No log | 7.8889 | 284 | 0.8426 | 0.1498 | 0.8426 | 0.9179 |
194
- | No log | 7.9444 | 286 | 0.8513 | 0.1604 | 0.8513 | 0.9226 |
195
- | No log | 8.0 | 288 | 0.8460 | 0.1807 | 0.8460 | 0.9198 |
196
- | No log | 8.0556 | 290 | 0.8162 | 0.1863 | 0.8162 | 0.9035 |
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- | No log | 8.1111 | 292 | 0.8247 | 0.2123 | 0.8247 | 0.9082 |
198
- | No log | 8.1667 | 294 | 0.7990 | 0.0606 | 0.7990 | 0.8938 |
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- | No log | 8.2222 | 296 | 0.7306 | 0.0394 | 0.7306 | 0.8548 |
200
- | No log | 8.2778 | 298 | 0.7386 | 0.0357 | 0.7386 | 0.8594 |
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- | No log | 8.3333 | 300 | 0.7307 | 0.0357 | 0.7307 | 0.8548 |
202
- | No log | 8.3889 | 302 | 0.7367 | 0.0357 | 0.7367 | 0.8583 |
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- | No log | 8.4444 | 304 | 0.7683 | 0.0503 | 0.7683 | 0.8765 |
204
- | No log | 8.5 | 306 | 0.7641 | 0.0543 | 0.7641 | 0.8741 |
205
- | No log | 8.5556 | 308 | 0.7249 | -0.0029 | 0.7249 | 0.8514 |
206
- | No log | 8.6111 | 310 | 0.7077 | -0.0059 | 0.7077 | 0.8412 |
207
- | No log | 8.6667 | 312 | 0.7159 | 0.0355 | 0.7159 | 0.8461 |
208
- | No log | 8.7222 | 314 | 0.7127 | 0.0395 | 0.7127 | 0.8442 |
209
- | No log | 8.7778 | 316 | 0.7853 | 0.1611 | 0.7853 | 0.8862 |
210
- | No log | 8.8333 | 318 | 0.8434 | 0.1536 | 0.8434 | 0.9184 |
211
- | No log | 8.8889 | 320 | 0.7214 | 0.0058 | 0.7214 | 0.8494 |
212
- | No log | 8.9444 | 322 | 0.7943 | 0.1342 | 0.7943 | 0.8913 |
213
- | No log | 9.0 | 324 | 0.8206 | 0.0346 | 0.8206 | 0.9059 |
214
- | No log | 9.0556 | 326 | 0.6945 | 0.0807 | 0.6945 | 0.8334 |
215
- | No log | 9.1111 | 328 | 0.7137 | 0.0058 | 0.7137 | 0.8448 |
216
- | No log | 9.1667 | 330 | 0.7333 | 0.0058 | 0.7333 | 0.8563 |
217
- | No log | 9.2222 | 332 | 0.7166 | 0.0269 | 0.7166 | 0.8465 |
218
- | No log | 9.2778 | 334 | 0.8273 | 0.0988 | 0.8273 | 0.9095 |
219
- | No log | 9.3333 | 336 | 0.7451 | 0.1817 | 0.7451 | 0.8632 |
220
- | No log | 9.3889 | 338 | 0.7103 | -0.0446 | 0.7103 | 0.8428 |
221
- | No log | 9.4444 | 340 | 0.7115 | -0.0446 | 0.7115 | 0.8435 |
222
- | No log | 9.5 | 342 | 0.6990 | 0.0759 | 0.6990 | 0.8361 |
223
- | No log | 9.5556 | 344 | 0.7150 | 0.1553 | 0.7150 | 0.8456 |
224
- | No log | 9.6111 | 346 | 0.6967 | 0.0918 | 0.6967 | 0.8347 |
225
- | No log | 9.6667 | 348 | 0.7318 | 0.0058 | 0.7318 | 0.8555 |
226
- | No log | 9.7222 | 350 | 0.7561 | 0.0058 | 0.7561 | 0.8696 |
227
- | No log | 9.7778 | 352 | 0.7089 | 0.0503 | 0.7089 | 0.8420 |
228
- | No log | 9.8333 | 354 | 0.8240 | 0.0831 | 0.8240 | 0.9078 |
229
- | No log | 9.8889 | 356 | 0.9743 | 0.0547 | 0.9743 | 0.9871 |
230
- | No log | 9.9444 | 358 | 0.8538 | 0.0876 | 0.8538 | 0.9240 |
231
- | No log | 10.0 | 360 | 0.8051 | 0.1031 | 0.8051 | 0.8973 |
232
- | No log | 10.0556 | 362 | 0.8573 | 0.0200 | 0.8573 | 0.9259 |
233
- | No log | 10.1111 | 364 | 0.8102 | 0.0583 | 0.8102 | 0.9001 |
234
- | No log | 10.1667 | 366 | 0.7327 | 0.0412 | 0.7327 | 0.8560 |
235
- | No log | 10.2222 | 368 | 0.8109 | 0.1336 | 0.8109 | 0.9005 |
236
- | No log | 10.2778 | 370 | 0.8054 | 0.0956 | 0.8054 | 0.8975 |
237
- | No log | 10.3333 | 372 | 0.7578 | 0.0465 | 0.7578 | 0.8705 |
238
- | No log | 10.3889 | 374 | 0.7985 | 0.1030 | 0.7985 | 0.8936 |
239
- | No log | 10.4444 | 376 | 0.7566 | -0.0029 | 0.7566 | 0.8698 |
240
- | No log | 10.5 | 378 | 0.7759 | 0.1440 | 0.7759 | 0.8808 |
241
- | No log | 10.5556 | 380 | 0.7565 | 0.1146 | 0.7565 | 0.8698 |
242
- | No log | 10.6111 | 382 | 0.7533 | -0.0469 | 0.7533 | 0.8679 |
243
- | No log | 10.6667 | 384 | 0.8320 | 0.0673 | 0.8320 | 0.9121 |
244
- | No log | 10.7222 | 386 | 0.7895 | 0.0598 | 0.7895 | 0.8885 |
245
- | No log | 10.7778 | 388 | 0.7206 | -0.0032 | 0.7206 | 0.8489 |
246
- | No log | 10.8333 | 390 | 0.7264 | 0.1244 | 0.7264 | 0.8523 |
247
- | No log | 10.8889 | 392 | 0.7296 | -0.0032 | 0.7296 | 0.8541 |
248
- | No log | 10.9444 | 394 | 0.7576 | -0.0469 | 0.7576 | 0.8704 |
249
- | No log | 11.0 | 396 | 0.8419 | 0.0633 | 0.8419 | 0.9175 |
250
- | No log | 11.0556 | 398 | 0.8735 | 0.0654 | 0.8735 | 0.9346 |
251
- | No log | 11.1111 | 400 | 0.7916 | 0.0503 | 0.7916 | 0.8897 |
252
- | No log | 11.1667 | 402 | 0.8169 | 0.1841 | 0.8169 | 0.9038 |
253
- | No log | 11.2222 | 404 | 0.8104 | 0.1379 | 0.8104 | 0.9002 |
254
- | No log | 11.2778 | 406 | 0.7526 | 0.0432 | 0.7526 | 0.8675 |
255
- | No log | 11.3333 | 408 | 0.8046 | 0.0110 | 0.8046 | 0.8970 |
256
- | No log | 11.3889 | 410 | 0.7835 | 0.0557 | 0.7835 | 0.8851 |
257
- | No log | 11.4444 | 412 | 0.7457 | 0.0432 | 0.7457 | 0.8635 |
258
- | No log | 11.5 | 414 | 0.8360 | 0.2181 | 0.8360 | 0.9144 |
259
- | No log | 11.5556 | 416 | 0.9083 | 0.0596 | 0.9083 | 0.9531 |
260
- | No log | 11.6111 | 418 | 0.8319 | 0.0888 | 0.8319 | 0.9121 |
261
- | No log | 11.6667 | 420 | 0.8028 | 0.2103 | 0.8028 | 0.8960 |
262
- | No log | 11.7222 | 422 | 0.8881 | 0.0957 | 0.8881 | 0.9424 |
263
- | No log | 11.7778 | 424 | 0.8551 | 0.0955 | 0.8551 | 0.9247 |
264
- | No log | 11.8333 | 426 | 0.7860 | 0.1236 | 0.7860 | 0.8866 |
265
- | No log | 11.8889 | 428 | 0.7992 | 0.1050 | 0.7992 | 0.8940 |
266
- | No log | 11.9444 | 430 | 0.7977 | 0.1187 | 0.7977 | 0.8932 |
267
- | No log | 12.0 | 432 | 0.8233 | 0.2041 | 0.8233 | 0.9073 |
268
- | No log | 12.0556 | 434 | 0.8102 | 0.1277 | 0.8102 | 0.9001 |
269
- | No log | 12.1111 | 436 | 0.7586 | 0.1189 | 0.7586 | 0.8710 |
270
- | No log | 12.1667 | 438 | 0.7316 | -0.0059 | 0.7316 | 0.8553 |
271
- | No log | 12.2222 | 440 | 0.7347 | -0.0030 | 0.7347 | 0.8572 |
272
- | No log | 12.2778 | 442 | 0.7444 | -0.0513 | 0.7444 | 0.8628 |
273
- | No log | 12.3333 | 444 | 0.7535 | 0.0828 | 0.7535 | 0.8680 |
274
- | No log | 12.3889 | 446 | 0.7691 | -0.0113 | 0.7691 | 0.8770 |
275
- | No log | 12.4444 | 448 | 0.7652 | -0.0469 | 0.7652 | 0.8748 |
276
- | No log | 12.5 | 450 | 0.7530 | -0.0469 | 0.7530 | 0.8678 |
277
- | No log | 12.5556 | 452 | 0.7364 | -0.0513 | 0.7364 | 0.8581 |
278
- | No log | 12.6111 | 454 | 0.7396 | 0.1254 | 0.7396 | 0.8600 |
279
- | No log | 12.6667 | 456 | 0.7499 | 0.0723 | 0.7499 | 0.8660 |
280
- | No log | 12.7222 | 458 | 0.7308 | -0.0118 | 0.7308 | 0.8549 |
281
- | No log | 12.7778 | 460 | 0.7608 | 0.0085 | 0.7608 | 0.8722 |
282
- | No log | 12.8333 | 462 | 0.7673 | 0.0570 | 0.7673 | 0.8760 |
283
- | No log | 12.8889 | 464 | 0.7461 | 0.0412 | 0.7461 | 0.8638 |
284
- | No log | 12.9444 | 466 | 0.7498 | 0.0840 | 0.7498 | 0.8659 |
285
- | No log | 13.0 | 468 | 0.7636 | 0.0 | 0.7636 | 0.8738 |
286
- | No log | 13.0556 | 470 | 0.7478 | -0.0550 | 0.7478 | 0.8648 |
287
- | No log | 13.1111 | 472 | 0.7777 | -0.0186 | 0.7777 | 0.8819 |
288
- | No log | 13.1667 | 474 | 0.7878 | -0.0209 | 0.7878 | 0.8876 |
289
- | No log | 13.2222 | 476 | 0.8038 | 0.0522 | 0.8038 | 0.8965 |
290
- | No log | 13.2778 | 478 | 0.8416 | 0.0623 | 0.8416 | 0.9174 |
291
- | No log | 13.3333 | 480 | 0.7873 | 0.0840 | 0.7873 | 0.8873 |
292
- | No log | 13.3889 | 482 | 0.9142 | 0.0250 | 0.9142 | 0.9561 |
293
- | No log | 13.4444 | 484 | 1.0589 | 0.1414 | 1.0589 | 1.0290 |
294
- | No log | 13.5 | 486 | 0.9447 | 0.0175 | 0.9447 | 0.9719 |
295
- | No log | 13.5556 | 488 | 0.7835 | 0.0670 | 0.7835 | 0.8851 |
296
- | No log | 13.6111 | 490 | 0.8595 | 0.1419 | 0.8595 | 0.9271 |
297
- | No log | 13.6667 | 492 | 0.9423 | 0.1471 | 0.9423 | 0.9707 |
298
- | No log | 13.7222 | 494 | 0.8183 | 0.1127 | 0.8183 | 0.9046 |
299
- | No log | 13.7778 | 496 | 0.7008 | -0.0513 | 0.7008 | 0.8371 |
300
- | No log | 13.8333 | 498 | 0.7111 | 0.1444 | 0.7111 | 0.8432 |
301
- | 0.2478 | 13.8889 | 500 | 0.7312 | 0.1196 | 0.7312 | 0.8551 |
302
- | 0.2478 | 13.9444 | 502 | 0.7403 | 0.0323 | 0.7403 | 0.8604 |
303
- | 0.2478 | 14.0 | 504 | 0.7573 | 0.0341 | 0.7573 | 0.8702 |
304
- | 0.2478 | 14.0556 | 506 | 0.7800 | 0.0341 | 0.7800 | 0.8832 |
305
- | 0.2478 | 14.1111 | 508 | 0.8193 | 0.0377 | 0.8193 | 0.9052 |
306
- | 0.2478 | 14.1667 | 510 | 0.8196 | 0.0762 | 0.8196 | 0.9053 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task3_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: 0.8158
19
+ - Qwk: -0.0686
20
+ - Mse: 0.8158
21
+ - Rmse: 0.9032
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0488 | 2 | 3.5423 | -0.0154 | 3.5423 | 1.8821 |
53
+ | No log | 0.0976 | 4 | 1.8229 | 0.0213 | 1.8229 | 1.3502 |
54
+ | No log | 0.1463 | 6 | 1.4498 | 0.0 | 1.4498 | 1.2041 |
55
+ | No log | 0.1951 | 8 | 0.9423 | -0.0316 | 0.9423 | 0.9707 |
56
+ | No log | 0.2439 | 10 | 0.8447 | -0.0823 | 0.8447 | 0.9191 |
57
+ | No log | 0.2927 | 12 | 1.2237 | 0.0604 | 1.2237 | 1.1062 |
58
+ | No log | 0.3415 | 14 | 0.9227 | 0.0207 | 0.9227 | 0.9606 |
59
+ | No log | 0.3902 | 16 | 0.7258 | 0.0759 | 0.7258 | 0.8519 |
60
+ | No log | 0.4390 | 18 | 0.7933 | 0.0512 | 0.7933 | 0.8907 |
61
+ | No log | 0.4878 | 20 | 0.9857 | 0.0623 | 0.9857 | 0.9928 |
62
+ | No log | 0.5366 | 22 | 1.0405 | -0.0423 | 1.0405 | 1.0201 |
63
+ | No log | 0.5854 | 24 | 1.0262 | -0.0987 | 1.0262 | 1.0130 |
64
+ | No log | 0.6341 | 26 | 0.8952 | 0.0017 | 0.8952 | 0.9462 |
65
+ | No log | 0.6829 | 28 | 0.8068 | 0.0225 | 0.8068 | 0.8982 |
66
+ | No log | 0.7317 | 30 | 0.9742 | -0.1253 | 0.9742 | 0.9870 |
67
+ | No log | 0.7805 | 32 | 1.2602 | 0.0041 | 1.2602 | 1.1226 |
68
+ | No log | 0.8293 | 34 | 1.1629 | 0.0566 | 1.1629 | 1.0784 |
69
+ | No log | 0.8780 | 36 | 0.9727 | 0.0084 | 0.9727 | 0.9862 |
70
+ | No log | 0.9268 | 38 | 0.9285 | -0.0806 | 0.9285 | 0.9636 |
71
+ | No log | 0.9756 | 40 | 0.9869 | 0.0069 | 0.9869 | 0.9934 |
72
+ | No log | 1.0244 | 42 | 1.1949 | 0.0155 | 1.1949 | 1.0931 |
73
+ | No log | 1.0732 | 44 | 1.0275 | 0.0764 | 1.0275 | 1.0136 |
74
+ | No log | 1.1220 | 46 | 1.2343 | 0.0535 | 1.2343 | 1.1110 |
75
+ | No log | 1.1707 | 48 | 1.1250 | -0.0237 | 1.1250 | 1.0607 |
76
+ | No log | 1.2195 | 50 | 0.9911 | 0.0448 | 0.9911 | 0.9956 |
77
+ | No log | 1.2683 | 52 | 0.9310 | 0.0541 | 0.9310 | 0.9649 |
78
+ | No log | 1.3171 | 54 | 1.1348 | 0.0525 | 1.1348 | 1.0653 |
79
+ | No log | 1.3659 | 56 | 1.1923 | 0.0027 | 1.1923 | 1.0919 |
80
+ | No log | 1.4146 | 58 | 0.9066 | -0.0313 | 0.9066 | 0.9522 |
81
+ | No log | 1.4634 | 60 | 1.5071 | 0.0112 | 1.5071 | 1.2276 |
82
+ | No log | 1.5122 | 62 | 1.5473 | 0.0601 | 1.5473 | 1.2439 |
83
+ | No log | 1.5610 | 64 | 0.9769 | -0.0007 | 0.9769 | 0.9884 |
84
+ | No log | 1.6098 | 66 | 0.9294 | 0.0134 | 0.9294 | 0.9640 |
85
+ | No log | 1.6585 | 68 | 0.9563 | 0.0064 | 0.9563 | 0.9779 |
86
+ | No log | 1.7073 | 70 | 1.2006 | -0.0539 | 1.2006 | 1.0957 |
87
+ | No log | 1.7561 | 72 | 1.4031 | -0.0374 | 1.4031 | 1.1845 |
88
+ | No log | 1.8049 | 74 | 1.0807 | -0.0110 | 1.0807 | 1.0396 |
89
+ | No log | 1.8537 | 76 | 1.1539 | 0.0451 | 1.1539 | 1.0742 |
90
+ | No log | 1.9024 | 78 | 1.3512 | -0.0305 | 1.3512 | 1.1624 |
91
+ | No log | 1.9512 | 80 | 1.0445 | 0.0028 | 1.0445 | 1.0220 |
92
+ | No log | 2.0 | 82 | 1.0789 | -0.0211 | 1.0789 | 1.0387 |
93
+ | No log | 2.0488 | 84 | 1.4486 | -0.0456 | 1.4486 | 1.2036 |
94
+ | No log | 2.0976 | 86 | 1.1973 | -0.0987 | 1.1973 | 1.0942 |
95
+ | No log | 2.1463 | 88 | 0.8500 | -0.1572 | 0.8500 | 0.9220 |
96
+ | No log | 2.1951 | 90 | 0.8898 | -0.0195 | 0.8898 | 0.9433 |
97
+ | No log | 2.2439 | 92 | 0.8379 | 0.0028 | 0.8379 | 0.9154 |
98
+ | No log | 2.2927 | 94 | 0.8634 | 0.0421 | 0.8634 | 0.9292 |
99
+ | No log | 2.3415 | 96 | 0.9465 | -0.0029 | 0.9465 | 0.9729 |
100
+ | No log | 2.3902 | 98 | 0.9026 | -0.0630 | 0.9026 | 0.9501 |
101
+ | No log | 2.4390 | 100 | 0.9076 | 0.1277 | 0.9076 | 0.9527 |
102
+ | No log | 2.4878 | 102 | 0.8851 | 0.0608 | 0.8851 | 0.9408 |
103
+ | No log | 2.5366 | 104 | 0.9698 | -0.0068 | 0.9698 | 0.9848 |
104
+ | No log | 2.5854 | 106 | 0.8184 | 0.1962 | 0.8184 | 0.9046 |
105
+ | No log | 2.6341 | 108 | 0.8019 | 0.2443 | 0.8019 | 0.8955 |
106
+ | No log | 2.6829 | 110 | 0.8208 | 0.0586 | 0.8208 | 0.9060 |
107
+ | No log | 2.7317 | 112 | 0.8269 | 0.1181 | 0.8269 | 0.9093 |
108
+ | No log | 2.7805 | 114 | 0.8605 | 0.1179 | 0.8605 | 0.9276 |
109
+ | No log | 2.8293 | 116 | 0.8623 | 0.1539 | 0.8623 | 0.9286 |
110
+ | No log | 2.8780 | 118 | 0.8569 | 0.2181 | 0.8569 | 0.9257 |
111
+ | No log | 2.9268 | 120 | 0.8580 | 0.1304 | 0.8580 | 0.9263 |
112
+ | No log | 2.9756 | 122 | 0.8642 | 0.1187 | 0.8642 | 0.9297 |
113
+ | No log | 3.0244 | 124 | 0.8741 | 0.1251 | 0.8741 | 0.9349 |
114
+ | No log | 3.0732 | 126 | 0.8648 | 0.1255 | 0.8648 | 0.9300 |
115
+ | No log | 3.1220 | 128 | 0.9226 | 0.0696 | 0.9226 | 0.9605 |
116
+ | No log | 3.1707 | 130 | 0.8709 | 0.1426 | 0.8709 | 0.9332 |
117
+ | No log | 3.2195 | 132 | 0.9100 | -0.0008 | 0.9100 | 0.9540 |
118
+ | No log | 3.2683 | 134 | 0.9828 | -0.0823 | 0.9828 | 0.9914 |
119
+ | No log | 3.3171 | 136 | 0.7871 | 0.0357 | 0.7871 | 0.8872 |
120
+ | No log | 3.3659 | 138 | 0.8096 | 0.1827 | 0.8096 | 0.8998 |
121
+ | No log | 3.4146 | 140 | 0.8035 | 0.0791 | 0.8035 | 0.8964 |
122
+ | No log | 3.4634 | 142 | 1.0235 | -0.0114 | 1.0235 | 1.0117 |
123
+ | No log | 3.5122 | 144 | 0.9234 | -0.0799 | 0.9234 | 0.9610 |
124
+ | No log | 3.5610 | 146 | 0.7512 | 0.0922 | 0.7512 | 0.8667 |
125
+ | No log | 3.6098 | 148 | 0.7493 | 0.0375 | 0.7493 | 0.8656 |
126
+ | No log | 3.6585 | 150 | 0.8349 | -0.1126 | 0.8349 | 0.9137 |
127
+ | No log | 3.7073 | 152 | 0.8292 | -0.1126 | 0.8292 | 0.9106 |
128
+ | No log | 3.7561 | 154 | 0.8071 | 0.0828 | 0.8071 | 0.8984 |
129
+ | No log | 3.8049 | 156 | 0.8434 | -0.0209 | 0.8434 | 0.9184 |
130
+ | No log | 3.8537 | 158 | 0.8614 | -0.0209 | 0.8614 | 0.9281 |
131
+ | No log | 3.9024 | 160 | 0.8293 | 0.0670 | 0.8293 | 0.9106 |
132
+ | No log | 3.9512 | 162 | 0.7992 | 0.2275 | 0.7992 | 0.8940 |
133
+ | No log | 4.0 | 164 | 0.8045 | 0.1687 | 0.8045 | 0.8970 |
134
+ | No log | 4.0488 | 166 | 0.8266 | 0.0771 | 0.8266 | 0.9092 |
135
+ | No log | 4.0976 | 168 | 0.9008 | -0.0251 | 0.9008 | 0.9491 |
136
+ | No log | 4.1463 | 170 | 0.9355 | -0.0669 | 0.9355 | 0.9672 |
137
+ | No log | 4.1951 | 172 | 0.9795 | 0.0040 | 0.9795 | 0.9897 |
138
+ | No log | 4.2439 | 174 | 0.8256 | 0.0432 | 0.8256 | 0.9086 |
139
+ | No log | 4.2927 | 176 | 0.8150 | 0.0028 | 0.8150 | 0.9028 |
140
+ | No log | 4.3415 | 178 | 0.8110 | -0.0195 | 0.8110 | 0.9005 |
141
+ | No log | 4.3902 | 180 | 0.8128 | -0.0195 | 0.8128 | 0.9016 |
142
+ | No log | 4.4390 | 182 | 0.8280 | -0.1131 | 0.8280 | 0.9100 |
143
+ | No log | 4.4878 | 184 | 0.8677 | -0.0699 | 0.8677 | 0.9315 |
144
+ | No log | 4.5366 | 186 | 0.8381 | -0.1006 | 0.8381 | 0.9155 |
145
+ | No log | 4.5854 | 188 | 0.7999 | -0.0027 | 0.7999 | 0.8944 |
146
+ | No log | 4.6341 | 190 | 0.7680 | -0.0628 | 0.7680 | 0.8763 |
147
+ | No log | 4.6829 | 192 | 0.8200 | 0.0017 | 0.8200 | 0.9056 |
148
+ | No log | 4.7317 | 194 | 0.7852 | -0.0778 | 0.7852 | 0.8861 |
149
+ | No log | 4.7805 | 196 | 0.7541 | 0.1029 | 0.7541 | 0.8684 |
150
+ | No log | 4.8293 | 198 | 0.7754 | 0.1029 | 0.7754 | 0.8806 |
151
+ | No log | 4.8780 | 200 | 0.8006 | 0.0068 | 0.8006 | 0.8948 |
152
+ | No log | 4.9268 | 202 | 1.1292 | -0.0331 | 1.1292 | 1.0627 |
153
+ | No log | 4.9756 | 204 | 1.0813 | 0.0353 | 1.0813 | 1.0399 |
154
+ | No log | 5.0244 | 206 | 0.8201 | 0.0670 | 0.8201 | 0.9056 |
155
+ | No log | 5.0732 | 208 | 0.8966 | 0.1685 | 0.8966 | 0.9469 |
156
+ | No log | 5.1220 | 210 | 0.8490 | 0.0123 | 0.8490 | 0.9214 |
157
+ | No log | 5.1707 | 212 | 0.9070 | 0.0040 | 0.9070 | 0.9524 |
158
+ | No log | 5.2195 | 214 | 0.9839 | -0.0122 | 0.9839 | 0.9919 |
159
+ | No log | 5.2683 | 216 | 0.8438 | -0.0295 | 0.8438 | 0.9186 |
160
+ | No log | 5.3171 | 218 | 0.7627 | 0.0375 | 0.7627 | 0.8733 |
161
+ | No log | 5.3659 | 220 | 0.7736 | 0.0191 | 0.7736 | 0.8795 |
162
+ | No log | 5.4146 | 222 | 0.8697 | 0.0316 | 0.8697 | 0.9326 |
163
+ | No log | 5.4634 | 224 | 0.8283 | -0.0390 | 0.8283 | 0.9101 |
164
+ | No log | 5.5122 | 226 | 0.7523 | 0.1379 | 0.7523 | 0.8673 |
165
+ | No log | 5.5610 | 228 | 0.7854 | -0.0264 | 0.7854 | 0.8862 |
166
+ | No log | 5.6098 | 230 | 0.8401 | 0.0043 | 0.8401 | 0.9165 |
167
+ | No log | 5.6585 | 232 | 0.8277 | -0.0351 | 0.8277 | 0.9098 |
168
+ | No log | 5.7073 | 234 | 0.7785 | 0.1404 | 0.7785 | 0.8823 |
169
+ | No log | 5.7561 | 236 | 0.7742 | 0.1404 | 0.7742 | 0.8799 |
170
+ | No log | 5.8049 | 238 | 0.7533 | 0.1379 | 0.7533 | 0.8679 |
171
+ | No log | 5.8537 | 240 | 0.9202 | -0.0425 | 0.9202 | 0.9593 |
172
+ | No log | 5.9024 | 242 | 0.8137 | 0.0099 | 0.8137 | 0.9021 |
173
+ | No log | 5.9512 | 244 | 0.6901 | 0.0914 | 0.6901 | 0.8307 |
174
+ | No log | 6.0 | 246 | 0.7256 | -0.1067 | 0.7256 | 0.8518 |
175
+ | No log | 6.0488 | 248 | 0.7174 | -0.0033 | 0.7174 | 0.8470 |
176
+ | No log | 6.0976 | 250 | 0.7651 | 0.0914 | 0.7651 | 0.8747 |
177
+ | No log | 6.1463 | 252 | 0.9623 | -0.0837 | 0.9623 | 0.9809 |
178
+ | No log | 6.1951 | 254 | 0.9777 | -0.0097 | 0.9777 | 0.9888 |
179
+ | No log | 6.2439 | 256 | 0.9278 | -0.0806 | 0.9278 | 0.9632 |
180
+ | No log | 6.2927 | 258 | 0.7290 | 0.0914 | 0.7290 | 0.8538 |
181
+ | No log | 6.3415 | 260 | 0.8008 | 0.1036 | 0.8008 | 0.8949 |
182
+ | No log | 6.3902 | 262 | 0.7641 | 0.1408 | 0.7641 | 0.8741 |
183
+ | No log | 6.4390 | 264 | 0.7048 | 0.0414 | 0.7048 | 0.8395 |
184
+ | No log | 6.4878 | 266 | 0.7518 | 0.0588 | 0.7518 | 0.8671 |
185
+ | No log | 6.5366 | 268 | 0.7285 | 0.1371 | 0.7285 | 0.8535 |
186
+ | No log | 6.5854 | 270 | 0.7296 | 0.1354 | 0.7296 | 0.8542 |
187
+ | No log | 6.6341 | 272 | 0.7439 | 0.0488 | 0.7439 | 0.8625 |
188
+ | No log | 6.6829 | 274 | 0.7624 | 0.1371 | 0.7624 | 0.8732 |
189
+ | No log | 6.7317 | 276 | 0.9019 | -0.0424 | 0.9019 | 0.9497 |
190
+ | No log | 6.7805 | 278 | 0.8479 | 0.0490 | 0.8479 | 0.9208 |
191
+ | No log | 6.8293 | 280 | 0.8149 | 0.1778 | 0.8149 | 0.9027 |
192
+ | No log | 6.8780 | 282 | 0.8629 | 0.0581 | 0.8629 | 0.9289 |
193
+ | No log | 6.9268 | 284 | 0.8401 | -0.0699 | 0.8401 | 0.9165 |
194
+ | No log | 6.9756 | 286 | 0.8585 | -0.0283 | 0.8585 | 0.9265 |
195
+ | No log | 7.0244 | 288 | 0.8391 | -0.0699 | 0.8391 | 0.9160 |
196
+ | No log | 7.0732 | 290 | 0.8091 | 0.0821 | 0.8091 | 0.8995 |
197
+ | No log | 7.1220 | 292 | 0.7999 | 0.0981 | 0.7999 | 0.8944 |
198
+ | No log | 7.1707 | 294 | 0.7605 | 0.0863 | 0.7605 | 0.8721 |
199
+ | No log | 7.2195 | 296 | 0.8355 | -0.0355 | 0.8355 | 0.9140 |
200
+ | No log | 7.2683 | 298 | 0.8490 | -0.0788 | 0.8490 | 0.9214 |
201
+ | No log | 7.3171 | 300 | 0.8270 | -0.0240 | 0.8270 | 0.9094 |
202
+ | No log | 7.3659 | 302 | 0.8399 | -0.0699 | 0.8399 | 0.9164 |
203
+ | No log | 7.4146 | 304 | 0.8156 | 0.0257 | 0.8156 | 0.9031 |
204
+ | No log | 7.4634 | 306 | 0.8777 | -0.0425 | 0.8777 | 0.9368 |
205
+ | No log | 7.5122 | 308 | 0.8964 | -0.0504 | 0.8964 | 0.9468 |
206
+ | No log | 7.5610 | 310 | 0.7832 | 0.0257 | 0.7832 | 0.8850 |
207
+ | No log | 7.6098 | 312 | 0.7584 | 0.0 | 0.7584 | 0.8709 |
208
+ | No log | 7.6585 | 314 | 0.7573 | 0.0 | 0.7573 | 0.8702 |
209
+ | No log | 7.7073 | 316 | 0.7555 | -0.0195 | 0.7555 | 0.8692 |
210
+ | No log | 7.7561 | 318 | 0.8237 | 0.0409 | 0.8237 | 0.9076 |
211
+ | No log | 7.8049 | 320 | 0.7582 | 0.1148 | 0.7582 | 0.8707 |
212
+ | No log | 7.8537 | 322 | 0.7586 | -0.0560 | 0.7586 | 0.8710 |
213
+ | No log | 7.9024 | 324 | 0.7967 | -0.0406 | 0.7967 | 0.8926 |
214
+ | No log | 7.9512 | 326 | 0.7532 | -0.0595 | 0.7532 | 0.8679 |
215
+ | No log | 8.0 | 328 | 0.8576 | 0.0442 | 0.8576 | 0.9261 |
216
+ | No log | 8.0488 | 330 | 0.9990 | 0.0609 | 0.9990 | 0.9995 |
217
+ | No log | 8.0976 | 332 | 0.9016 | -0.0735 | 0.9016 | 0.9495 |
218
+ | No log | 8.1463 | 334 | 0.8569 | 0.0749 | 0.8569 | 0.9257 |
219
+ | No log | 8.1951 | 336 | 0.8613 | -0.0218 | 0.8613 | 0.9281 |
220
+ | No log | 8.2439 | 338 | 1.0023 | 0.0250 | 1.0023 | 1.0011 |
221
+ | No log | 8.2927 | 340 | 1.1829 | 0.0026 | 1.1829 | 1.0876 |
222
+ | No log | 8.3415 | 342 | 1.0482 | -0.0211 | 1.0482 | 1.0238 |
223
+ | No log | 8.3902 | 344 | 0.8791 | -0.0767 | 0.8791 | 0.9376 |
224
+ | No log | 8.4390 | 346 | 0.8307 | -0.0118 | 0.8307 | 0.9114 |
225
+ | No log | 8.4878 | 348 | 0.8904 | 0.0559 | 0.8904 | 0.9436 |
226
+ | No log | 8.5366 | 350 | 0.8575 | 0.1240 | 0.8575 | 0.9260 |
227
+ | No log | 8.5854 | 352 | 0.9066 | -0.0408 | 0.9066 | 0.9522 |
228
+ | No log | 8.6341 | 354 | 1.0654 | 0.0576 | 1.0654 | 1.0322 |
229
+ | No log | 8.6829 | 356 | 1.0158 | 0.0576 | 1.0158 | 1.0079 |
230
+ | No log | 8.7317 | 358 | 0.8482 | 0.0442 | 0.8482 | 0.9210 |
231
+ | No log | 8.7805 | 360 | 0.7345 | 0.1254 | 0.7345 | 0.8570 |
232
+ | No log | 8.8293 | 362 | 0.7033 | 0.1371 | 0.7033 | 0.8386 |
233
+ | No log | 8.8780 | 364 | 0.6934 | 0.1371 | 0.6934 | 0.8327 |
234
+ | No log | 8.9268 | 366 | 0.7193 | 0.2258 | 0.7193 | 0.8481 |
235
+ | No log | 8.9756 | 368 | 0.8381 | 0.0476 | 0.8381 | 0.9155 |
236
+ | No log | 9.0244 | 370 | 0.8254 | 0.0476 | 0.8254 | 0.9085 |
237
+ | No log | 9.0732 | 372 | 0.7592 | 0.0723 | 0.7592 | 0.8713 |
238
+ | No log | 9.1220 | 374 | 0.7546 | 0.1311 | 0.7546 | 0.8687 |
239
+ | No log | 9.1707 | 376 | 0.7922 | 0.1047 | 0.7922 | 0.8900 |
240
+ | No log | 9.2195 | 378 | 0.8088 | -0.0336 | 0.8088 | 0.8994 |
241
+ | No log | 9.2683 | 380 | 0.7887 | 0.0303 | 0.7887 | 0.8881 |
242
+ | No log | 9.3171 | 382 | 0.8012 | -0.0262 | 0.8012 | 0.8951 |
243
+ | No log | 9.3659 | 384 | 0.8001 | 0.0123 | 0.8001 | 0.8945 |
244
+ | No log | 9.4146 | 386 | 0.7981 | 0.0600 | 0.7981 | 0.8934 |
245
+ | No log | 9.4634 | 388 | 0.8488 | 0.0017 | 0.8488 | 0.9213 |
246
+ | No log | 9.5122 | 390 | 0.8169 | 0.0476 | 0.8169 | 0.9038 |
247
+ | No log | 9.5610 | 392 | 0.7967 | 0.0549 | 0.7967 | 0.8926 |
248
+ | No log | 9.6098 | 394 | 0.7537 | 0.1259 | 0.7537 | 0.8681 |
249
+ | No log | 9.6585 | 396 | 0.7573 | 0.0869 | 0.7573 | 0.8702 |
250
+ | No log | 9.7073 | 398 | 0.7795 | 0.0869 | 0.7795 | 0.8829 |
251
+ | No log | 9.7561 | 400 | 0.8201 | -0.0283 | 0.8201 | 0.9056 |
252
+ | No log | 9.8049 | 402 | 0.8369 | -0.0723 | 0.8369 | 0.9148 |
253
+ | No log | 9.8537 | 404 | 0.9279 | -0.0033 | 0.9279 | 0.9633 |
254
+ | No log | 9.9024 | 406 | 0.9015 | -0.0033 | 0.9015 | 0.9495 |
255
+ | No log | 9.9512 | 408 | 0.8223 | 0.0123 | 0.8223 | 0.9068 |
256
+ | No log | 10.0 | 410 | 0.7849 | 0.0768 | 0.7849 | 0.8859 |
257
+ | No log | 10.0488 | 412 | 0.7873 | -0.0252 | 0.7873 | 0.8873 |
258
+ | No log | 10.0976 | 414 | 0.8821 | 0.0755 | 0.8821 | 0.9392 |
259
+ | No log | 10.1463 | 416 | 0.8680 | 0.0392 | 0.8680 | 0.9317 |
260
+ | No log | 10.1951 | 418 | 0.7893 | 0.0247 | 0.7893 | 0.8884 |
261
+ | No log | 10.2439 | 420 | 0.7711 | 0.0303 | 0.7711 | 0.8781 |
262
+ | No log | 10.2927 | 422 | 0.7823 | 0.0303 | 0.7823 | 0.8845 |
263
+ | No log | 10.3415 | 424 | 0.8898 | 0.0017 | 0.8898 | 0.9433 |
264
+ | No log | 10.3902 | 426 | 1.0032 | 0.0545 | 1.0032 | 1.0016 |
265
+ | No log | 10.4390 | 428 | 0.9384 | -0.0056 | 0.9384 | 0.9687 |
266
+ | No log | 10.4878 | 430 | 0.9087 | 0.0017 | 0.9087 | 0.9533 |
267
+ | No log | 10.5366 | 432 | 0.8689 | -0.0336 | 0.8689 | 0.9321 |
268
+ | No log | 10.5854 | 434 | 0.8442 | -0.0699 | 0.8442 | 0.9188 |
269
+ | No log | 10.6341 | 436 | 0.8847 | -0.0322 | 0.8847 | 0.9406 |
270
+ | No log | 10.6829 | 438 | 1.1086 | 0.0486 | 1.1086 | 1.0529 |
271
+ | No log | 10.7317 | 440 | 1.2084 | -0.0013 | 1.2084 | 1.0993 |
272
+ | No log | 10.7805 | 442 | 1.0705 | 0.0046 | 1.0705 | 1.0346 |
273
+ | No log | 10.8293 | 444 | 0.8795 | -0.0054 | 0.8795 | 0.9378 |
274
+ | No log | 10.8780 | 446 | 0.7898 | 0.0123 | 0.7898 | 0.8887 |
275
+ | No log | 10.9268 | 448 | 0.7780 | 0.1096 | 0.7780 | 0.8820 |
276
+ | No log | 10.9756 | 450 | 0.7821 | 0.0041 | 0.7821 | 0.8844 |
277
+ | No log | 11.0244 | 452 | 0.7773 | 0.0490 | 0.7773 | 0.8817 |
278
+ | No log | 11.0732 | 454 | 0.7718 | 0.0600 | 0.7718 | 0.8785 |
279
+ | No log | 11.1220 | 456 | 0.7744 | 0.0690 | 0.7744 | 0.8800 |
280
+ | No log | 11.1707 | 458 | 0.7733 | 0.0690 | 0.7733 | 0.8794 |
281
+ | No log | 11.2195 | 460 | 0.7838 | 0.0442 | 0.7838 | 0.8853 |
282
+ | No log | 11.2683 | 462 | 0.7546 | 0.1565 | 0.7546 | 0.8687 |
283
+ | No log | 11.3171 | 464 | 0.7358 | 0.1202 | 0.7358 | 0.8578 |
284
+ | No log | 11.3659 | 466 | 0.7196 | 0.0338 | 0.7196 | 0.8483 |
285
+ | No log | 11.4146 | 468 | 0.7385 | 0.1202 | 0.7385 | 0.8594 |
286
+ | No log | 11.4634 | 470 | 0.8241 | 0.0442 | 0.8241 | 0.9078 |
287
+ | No log | 11.5122 | 472 | 0.8383 | 0.0409 | 0.8383 | 0.9156 |
288
+ | No log | 11.5610 | 474 | 0.7807 | 0.0588 | 0.7807 | 0.8836 |
289
+ | No log | 11.6098 | 476 | 0.7902 | 0.0549 | 0.7902 | 0.8889 |
290
+ | No log | 11.6585 | 478 | 0.7962 | 0.0236 | 0.7962 | 0.8923 |
291
+ | No log | 11.7073 | 480 | 0.8105 | -0.0283 | 0.8105 | 0.9003 |
292
+ | No log | 11.7561 | 482 | 0.7942 | 0.0236 | 0.7942 | 0.8912 |
293
+ | No log | 11.8049 | 484 | 0.8069 | -0.0336 | 0.8069 | 0.8983 |
294
+ | No log | 11.8537 | 486 | 0.8023 | 0.0043 | 0.8023 | 0.8957 |
295
+ | No log | 11.9024 | 488 | 0.7598 | 0.0670 | 0.7598 | 0.8717 |
296
+ | No log | 11.9512 | 490 | 0.7789 | 0.0670 | 0.7789 | 0.8825 |
297
+ | No log | 12.0 | 492 | 0.8931 | -0.0079 | 0.8931 | 0.9450 |
298
+ | No log | 12.0488 | 494 | 0.9392 | 0.0260 | 0.9392 | 0.9691 |
299
+ | No log | 12.0976 | 496 | 0.9224 | 0.0287 | 0.9224 | 0.9604 |
300
+ | No log | 12.1463 | 498 | 0.8151 | -0.1140 | 0.8151 | 0.9028 |
301
+ | 0.2695 | 12.1951 | 500 | 0.8030 | 0.0338 | 0.8030 | 0.8961 |
302
+ | 0.2695 | 12.2439 | 502 | 0.8030 | 0.0776 | 0.8030 | 0.8961 |
303
+ | 0.2695 | 12.2927 | 504 | 0.8875 | -0.0425 | 0.8875 | 0.9421 |
304
+ | 0.2695 | 12.3415 | 506 | 1.0157 | 0.0609 | 1.0157 | 1.0078 |
305
+ | 0.2695 | 12.3902 | 508 | 1.0132 | 0.0609 | 1.0132 | 1.0066 |
306
+ | 0.2695 | 12.4390 | 510 | 0.9132 | 0.0287 | 0.9132 | 0.9556 |
307
+ | 0.2695 | 12.4878 | 512 | 0.7729 | 0.0549 | 0.7729 | 0.8792 |
308
+ | 0.2695 | 12.5366 | 514 | 0.7287 | -0.0578 | 0.7287 | 0.8536 |
309
+ | 0.2695 | 12.5854 | 516 | 0.7465 | -0.0541 | 0.7465 | 0.8640 |
310
+ | 0.2695 | 12.6341 | 518 | 0.7126 | -0.0560 | 0.7126 | 0.8442 |
311
+ | 0.2695 | 12.6829 | 520 | 0.7241 | 0.2180 | 0.7241 | 0.8509 |
312
+ | 0.2695 | 12.7317 | 522 | 0.7811 | 0.0442 | 0.7811 | 0.8838 |
313
+ | 0.2695 | 12.7805 | 524 | 0.7633 | 0.0476 | 0.7633 | 0.8737 |
314
+ | 0.2695 | 12.8293 | 526 | 0.7144 | 0.0814 | 0.7144 | 0.8452 |
315
+ | 0.2695 | 12.8780 | 528 | 0.7089 | 0.0395 | 0.7089 | 0.8419 |
316
+ | 0.2695 | 12.9268 | 530 | 0.7069 | 0.0355 | 0.7069 | 0.8408 |
317
+ | 0.2695 | 12.9756 | 532 | 0.7340 | 0.1758 | 0.7340 | 0.8567 |
318
+ | 0.2695 | 13.0244 | 534 | 0.7544 | 0.1254 | 0.7544 | 0.8685 |
319
+ | 0.2695 | 13.0732 | 536 | 0.8050 | 0.0509 | 0.8050 | 0.8972 |
320
+ | 0.2695 | 13.1220 | 538 | 0.8095 | 0.0944 | 0.8095 | 0.8997 |
321
+ | 0.2695 | 13.1707 | 540 | 0.7812 | 0.0776 | 0.7812 | 0.8839 |
322
+ | 0.2695 | 13.2195 | 542 | 0.9261 | -0.0056 | 0.9261 | 0.9624 |
323
+ | 0.2695 | 13.2683 | 544 | 1.1765 | -0.0385 | 1.1765 | 1.0847 |
324
+ | 0.2695 | 13.3171 | 546 | 1.1620 | -0.0385 | 1.1620 | 1.0779 |
325
+ | 0.2695 | 13.3659 | 548 | 0.9521 | 0.0287 | 0.9521 | 0.9757 |
326
+ | 0.2695 | 13.4146 | 550 | 0.8158 | -0.0686 | 0.8158 | 0.9032 |
327
 
328
 
329
  ### Framework versions