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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task5_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_run1_AugV5_k13_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5880
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- - Qwk: 0.5540
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- - Mse: 0.5880
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- - Rmse: 0.7668
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  ## Model description
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@@ -47,526 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0308 | 2 | 4.0746 | 0.0070 | 4.0746 | 2.0186 |
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- | No log | 0.0615 | 4 | 2.3313 | 0.0618 | 2.3313 | 1.5268 |
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- | No log | 0.0923 | 6 | 1.3510 | -0.0032 | 1.3510 | 1.1623 |
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- | No log | 0.1231 | 8 | 1.2137 | 0.1276 | 1.2137 | 1.1017 |
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- | No log | 0.1538 | 10 | 1.7633 | -0.0233 | 1.7633 | 1.3279 |
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- | No log | 0.1846 | 12 | 2.3185 | 0.0155 | 2.3185 | 1.5227 |
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- | No log | 0.2154 | 14 | 1.5440 | 0.0635 | 1.5440 | 1.2426 |
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- | No log | 0.2462 | 16 | 1.0925 | 0.1183 | 1.0925 | 1.0453 |
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- | No log | 0.2769 | 18 | 1.0245 | 0.1576 | 1.0245 | 1.0122 |
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- | No log | 0.3077 | 20 | 1.0162 | 0.2376 | 1.0162 | 1.0081 |
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- | No log | 0.3385 | 22 | 1.0503 | 0.2524 | 1.0503 | 1.0248 |
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- | No log | 0.3692 | 24 | 1.0821 | 0.2409 | 1.0821 | 1.0402 |
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- | No log | 0.4 | 26 | 0.9251 | 0.3084 | 0.9251 | 0.9618 |
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- | No log | 0.4308 | 28 | 0.8395 | 0.4675 | 0.8395 | 0.9162 |
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- | No log | 0.4615 | 30 | 0.8429 | 0.4192 | 0.8429 | 0.9181 |
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- | No log | 0.4923 | 32 | 0.9184 | 0.3720 | 0.9184 | 0.9583 |
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- | No log | 0.5231 | 34 | 0.9929 | 0.3885 | 0.9929 | 0.9964 |
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- | No log | 0.5538 | 36 | 0.8724 | 0.5115 | 0.8724 | 0.9340 |
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- | No log | 0.5846 | 38 | 0.7591 | 0.6187 | 0.7591 | 0.8712 |
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- | No log | 0.6154 | 40 | 0.8097 | 0.5679 | 0.8097 | 0.8998 |
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- | No log | 0.6462 | 42 | 0.7680 | 0.5495 | 0.7680 | 0.8763 |
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- | No log | 0.6769 | 44 | 0.9646 | 0.4511 | 0.9646 | 0.9822 |
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- | No log | 0.7077 | 46 | 1.2122 | 0.4131 | 1.2122 | 1.1010 |
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- | No log | 0.7385 | 48 | 0.9585 | 0.4958 | 0.9585 | 0.9790 |
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- | No log | 0.7692 | 50 | 0.7363 | 0.5931 | 0.7363 | 0.8581 |
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- | No log | 0.8 | 52 | 0.7485 | 0.6570 | 0.7485 | 0.8652 |
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- | No log | 0.8308 | 54 | 0.7853 | 0.6371 | 0.7853 | 0.8862 |
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- | No log | 0.8615 | 56 | 0.7468 | 0.5607 | 0.7468 | 0.8642 |
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- | No log | 0.8923 | 58 | 0.8672 | 0.5857 | 0.8672 | 0.9312 |
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- | No log | 0.9231 | 60 | 1.1038 | 0.4272 | 1.1038 | 1.0506 |
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- | No log | 0.9538 | 62 | 1.0731 | 0.4629 | 1.0731 | 1.0359 |
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- | No log | 0.9846 | 64 | 0.7809 | 0.5759 | 0.7809 | 0.8837 |
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- | No log | 1.0154 | 66 | 0.6649 | 0.6038 | 0.6649 | 0.8154 |
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- | No log | 1.0462 | 68 | 0.6541 | 0.6110 | 0.6541 | 0.8088 |
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- | No log | 1.0769 | 70 | 0.6694 | 0.6013 | 0.6694 | 0.8182 |
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- | No log | 1.1077 | 72 | 0.6568 | 0.6241 | 0.6568 | 0.8105 |
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- | No log | 1.1385 | 74 | 0.6531 | 0.6134 | 0.6531 | 0.8081 |
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- | No log | 1.1692 | 76 | 0.8519 | 0.7007 | 0.8519 | 0.9230 |
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- | No log | 1.2 | 78 | 0.8448 | 0.6976 | 0.8448 | 0.9191 |
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- | No log | 1.2308 | 80 | 0.6887 | 0.6179 | 0.6887 | 0.8299 |
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- | No log | 1.2615 | 82 | 0.6439 | 0.6785 | 0.6439 | 0.8025 |
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- | No log | 1.2923 | 84 | 0.6006 | 0.6813 | 0.6006 | 0.7750 |
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- | No log | 1.3231 | 86 | 0.5389 | 0.6796 | 0.5389 | 0.7341 |
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- | No log | 1.3538 | 88 | 0.6522 | 0.6101 | 0.6522 | 0.8076 |
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- | No log | 1.3846 | 90 | 0.6090 | 0.6308 | 0.6090 | 0.7804 |
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- | No log | 1.4154 | 92 | 0.5370 | 0.6995 | 0.5370 | 0.7328 |
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- | No log | 1.4462 | 94 | 0.6840 | 0.6344 | 0.6840 | 0.8270 |
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- | No log | 1.4769 | 96 | 0.6677 | 0.6170 | 0.6677 | 0.8171 |
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- | No log | 1.5077 | 98 | 0.5549 | 0.6518 | 0.5549 | 0.7449 |
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- | No log | 1.5385 | 100 | 0.6848 | 0.5951 | 0.6848 | 0.8275 |
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- | No log | 1.5692 | 102 | 0.8326 | 0.5674 | 0.8326 | 0.9125 |
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- | No log | 1.6 | 104 | 0.7668 | 0.5971 | 0.7668 | 0.8757 |
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- | No log | 1.6308 | 106 | 0.5707 | 0.7224 | 0.5707 | 0.7555 |
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- | No log | 1.6615 | 108 | 0.5778 | 0.7022 | 0.5778 | 0.7601 |
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- | No log | 1.6923 | 110 | 0.5616 | 0.6921 | 0.5616 | 0.7494 |
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- | No log | 1.7231 | 112 | 0.5569 | 0.7012 | 0.5569 | 0.7463 |
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- | No log | 1.7538 | 114 | 0.5776 | 0.6976 | 0.5776 | 0.7600 |
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- | No log | 1.7846 | 116 | 0.5645 | 0.6680 | 0.5645 | 0.7513 |
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- | No log | 1.8154 | 118 | 0.5621 | 0.7005 | 0.5621 | 0.7498 |
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- | No log | 1.8462 | 120 | 0.5612 | 0.6846 | 0.5612 | 0.7491 |
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- | No log | 1.8769 | 122 | 0.5831 | 0.6581 | 0.5831 | 0.7636 |
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- | No log | 1.9077 | 124 | 0.5762 | 0.6846 | 0.5762 | 0.7591 |
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- | No log | 1.9385 | 126 | 0.5811 | 0.6626 | 0.5811 | 0.7623 |
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- | No log | 1.9692 | 128 | 0.5818 | 0.6790 | 0.5818 | 0.7627 |
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- | No log | 2.0 | 130 | 0.6036 | 0.6751 | 0.6036 | 0.7769 |
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- | No log | 2.0308 | 132 | 0.5655 | 0.6790 | 0.5655 | 0.7520 |
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- | No log | 2.0615 | 134 | 0.5763 | 0.6822 | 0.5763 | 0.7591 |
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- | No log | 2.0923 | 136 | 0.5764 | 0.6822 | 0.5764 | 0.7592 |
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- | No log | 2.1231 | 138 | 0.6029 | 0.7080 | 0.6029 | 0.7765 |
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- | No log | 2.1538 | 140 | 0.5962 | 0.6798 | 0.5962 | 0.7722 |
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- | No log | 2.1846 | 142 | 0.5711 | 0.6779 | 0.5711 | 0.7557 |
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- | No log | 2.2154 | 144 | 0.5724 | 0.6424 | 0.5724 | 0.7566 |
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- | No log | 2.2462 | 146 | 0.6092 | 0.6402 | 0.6092 | 0.7805 |
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- | No log | 2.2769 | 148 | 0.5992 | 0.6733 | 0.5992 | 0.7741 |
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- | No log | 2.3077 | 150 | 0.6226 | 0.6565 | 0.6226 | 0.7890 |
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- | No log | 2.3385 | 152 | 0.6276 | 0.6341 | 0.6276 | 0.7922 |
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- | No log | 2.3692 | 154 | 0.5798 | 0.6482 | 0.5798 | 0.7614 |
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- | No log | 2.4 | 156 | 0.5848 | 0.6685 | 0.5848 | 0.7647 |
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- | No log | 2.4308 | 158 | 0.5824 | 0.6176 | 0.5824 | 0.7631 |
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- | No log | 2.4615 | 160 | 0.6589 | 0.6449 | 0.6589 | 0.8117 |
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- | No log | 2.4923 | 162 | 0.6502 | 0.6003 | 0.6502 | 0.8064 |
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- | No log | 2.5231 | 164 | 0.5916 | 0.6414 | 0.5916 | 0.7692 |
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- | No log | 2.5538 | 166 | 0.6813 | 0.6791 | 0.6813 | 0.8254 |
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- | No log | 2.5846 | 168 | 0.6664 | 0.6864 | 0.6664 | 0.8163 |
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- | No log | 2.6154 | 170 | 0.5727 | 0.6177 | 0.5727 | 0.7568 |
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- | No log | 2.6462 | 172 | 0.6186 | 0.5876 | 0.6186 | 0.7865 |
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- | No log | 2.6769 | 174 | 0.6164 | 0.6019 | 0.6164 | 0.7851 |
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- | No log | 2.7077 | 176 | 0.5689 | 0.6301 | 0.5689 | 0.7543 |
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- | No log | 2.7385 | 178 | 0.7471 | 0.6647 | 0.7471 | 0.8643 |
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- | No log | 2.7692 | 180 | 0.8048 | 0.6538 | 0.8048 | 0.8971 |
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- | No log | 2.8 | 182 | 0.6118 | 0.6581 | 0.6118 | 0.7822 |
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- | No log | 2.8308 | 184 | 0.5316 | 0.6627 | 0.5316 | 0.7291 |
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- | No log | 2.8615 | 186 | 0.6153 | 0.6307 | 0.6153 | 0.7844 |
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- | No log | 2.8923 | 188 | 0.6287 | 0.6733 | 0.6287 | 0.7929 |
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- | No log | 2.9231 | 190 | 0.5776 | 0.6667 | 0.5776 | 0.7600 |
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- | No log | 2.9538 | 192 | 0.6894 | 0.6544 | 0.6894 | 0.8303 |
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- | No log | 2.9846 | 194 | 1.1365 | 0.5108 | 1.1365 | 1.0660 |
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- | No log | 3.0154 | 196 | 1.3516 | 0.3914 | 1.3516 | 1.1626 |
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- | No log | 3.0462 | 198 | 1.1699 | 0.4378 | 1.1699 | 1.0816 |
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- | No log | 3.0769 | 200 | 0.8269 | 0.5625 | 0.8269 | 0.9094 |
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- | No log | 3.1077 | 202 | 0.6362 | 0.6063 | 0.6362 | 0.7976 |
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- | No log | 3.1385 | 204 | 0.5806 | 0.5996 | 0.5806 | 0.7620 |
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- | No log | 3.1692 | 206 | 0.5847 | 0.6356 | 0.5847 | 0.7647 |
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- | No log | 3.2 | 208 | 0.6144 | 0.6412 | 0.6144 | 0.7838 |
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- | No log | 3.2308 | 210 | 0.5919 | 0.6347 | 0.5919 | 0.7694 |
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- | No log | 3.2615 | 212 | 0.5762 | 0.6226 | 0.5762 | 0.7591 |
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- | No log | 3.2923 | 214 | 0.5635 | 0.6614 | 0.5635 | 0.7507 |
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- | No log | 3.3231 | 216 | 0.5606 | 0.6377 | 0.5606 | 0.7487 |
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- | No log | 3.3538 | 218 | 0.5640 | 0.6377 | 0.5640 | 0.7510 |
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- | No log | 3.3846 | 220 | 0.5891 | 0.6702 | 0.5891 | 0.7675 |
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- | No log | 3.4154 | 222 | 0.5532 | 0.6935 | 0.5532 | 0.7438 |
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- | No log | 3.4462 | 224 | 0.5335 | 0.6712 | 0.5335 | 0.7304 |
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- | No log | 3.4769 | 226 | 0.5379 | 0.6045 | 0.5379 | 0.7334 |
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- | No log | 3.5077 | 228 | 0.5365 | 0.6685 | 0.5365 | 0.7324 |
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- | No log | 3.5385 | 230 | 0.5198 | 0.6680 | 0.5198 | 0.7210 |
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- | No log | 3.5692 | 232 | 0.5266 | 0.6680 | 0.5266 | 0.7257 |
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- | No log | 3.6 | 234 | 0.5442 | 0.7013 | 0.5442 | 0.7377 |
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- | No log | 3.6308 | 236 | 0.5498 | 0.6656 | 0.5498 | 0.7415 |
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- | No log | 3.6615 | 238 | 0.5596 | 0.6073 | 0.5596 | 0.7480 |
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- | No log | 3.6923 | 240 | 0.5864 | 0.6567 | 0.5864 | 0.7658 |
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- | No log | 3.7231 | 242 | 0.5851 | 0.6678 | 0.5851 | 0.7649 |
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- | No log | 3.7538 | 244 | 0.5773 | 0.6857 | 0.5773 | 0.7598 |
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- | No log | 3.7846 | 246 | 0.5823 | 0.6906 | 0.5823 | 0.7631 |
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- | No log | 3.8154 | 248 | 0.5700 | 0.6914 | 0.5700 | 0.7550 |
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- | No log | 3.8462 | 250 | 0.6027 | 0.6933 | 0.6027 | 0.7764 |
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- | No log | 3.8769 | 252 | 0.6422 | 0.6851 | 0.6422 | 0.8014 |
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- | No log | 3.9077 | 254 | 0.6015 | 0.6708 | 0.6015 | 0.7755 |
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- | No log | 3.9385 | 256 | 0.5856 | 0.6528 | 0.5856 | 0.7652 |
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- | No log | 3.9692 | 258 | 0.6689 | 0.6700 | 0.6689 | 0.8179 |
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- | No log | 4.0 | 260 | 0.7490 | 0.6368 | 0.7490 | 0.8654 |
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- | No log | 4.0308 | 262 | 0.7100 | 0.5968 | 0.7100 | 0.8426 |
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- | No log | 4.0615 | 264 | 0.6565 | 0.6210 | 0.6565 | 0.8102 |
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- | No log | 4.0923 | 266 | 0.6153 | 0.5992 | 0.6153 | 0.7844 |
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- | No log | 4.1231 | 268 | 0.5816 | 0.6396 | 0.5816 | 0.7626 |
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- | No log | 4.1538 | 270 | 0.6199 | 0.6573 | 0.6199 | 0.7873 |
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- | No log | 4.1846 | 272 | 0.6108 | 0.6512 | 0.6108 | 0.7815 |
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- | No log | 4.2154 | 274 | 0.5802 | 0.7013 | 0.5802 | 0.7617 |
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- | No log | 4.2462 | 276 | 0.5689 | 0.6813 | 0.5689 | 0.7542 |
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- | No log | 4.2769 | 278 | 0.5861 | 0.6228 | 0.5861 | 0.7656 |
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- | No log | 4.3077 | 280 | 0.5872 | 0.5485 | 0.5872 | 0.7663 |
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- | No log | 4.3385 | 282 | 0.5759 | 0.5516 | 0.5759 | 0.7589 |
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- | No log | 4.3692 | 284 | 0.5462 | 0.6437 | 0.5462 | 0.7390 |
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- | No log | 4.4 | 286 | 0.5410 | 0.6497 | 0.5410 | 0.7355 |
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- | No log | 4.4308 | 288 | 0.5880 | 0.6525 | 0.5880 | 0.7668 |
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- | No log | 4.4615 | 290 | 0.6271 | 0.6583 | 0.6271 | 0.7919 |
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- | No log | 4.4923 | 292 | 0.5943 | 0.6858 | 0.5943 | 0.7709 |
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- | No log | 4.5231 | 294 | 0.5707 | 0.6789 | 0.5707 | 0.7555 |
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- | No log | 4.5538 | 296 | 0.5955 | 0.6783 | 0.5955 | 0.7717 |
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- | No log | 4.5846 | 298 | 0.5899 | 0.6357 | 0.5899 | 0.7680 |
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- | No log | 4.6154 | 300 | 0.5583 | 0.6433 | 0.5583 | 0.7472 |
202
- | No log | 4.6462 | 302 | 0.5696 | 0.6164 | 0.5696 | 0.7547 |
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- | No log | 4.6769 | 304 | 0.5640 | 0.6433 | 0.5640 | 0.7510 |
204
- | No log | 4.7077 | 306 | 0.5821 | 0.6347 | 0.5821 | 0.7630 |
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- | No log | 4.7385 | 308 | 0.6495 | 0.6340 | 0.6495 | 0.8059 |
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- | No log | 4.7692 | 310 | 0.6647 | 0.6791 | 0.6647 | 0.8153 |
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- | No log | 4.8 | 312 | 0.6181 | 0.6632 | 0.6181 | 0.7862 |
208
- | No log | 4.8308 | 314 | 0.5599 | 0.6084 | 0.5599 | 0.7482 |
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- | No log | 4.8615 | 316 | 0.5426 | 0.6720 | 0.5426 | 0.7366 |
210
- | No log | 4.8923 | 318 | 0.5373 | 0.6959 | 0.5373 | 0.7330 |
211
- | No log | 4.9231 | 320 | 0.5383 | 0.7019 | 0.5383 | 0.7337 |
212
- | No log | 4.9538 | 322 | 0.5384 | 0.6846 | 0.5384 | 0.7338 |
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- | No log | 4.9846 | 324 | 0.5319 | 0.6896 | 0.5319 | 0.7293 |
214
- | No log | 5.0154 | 326 | 0.5300 | 0.6951 | 0.5300 | 0.7280 |
215
- | No log | 5.0462 | 328 | 0.5282 | 0.6951 | 0.5282 | 0.7268 |
216
- | No log | 5.0769 | 330 | 0.5376 | 0.6896 | 0.5376 | 0.7332 |
217
- | No log | 5.1077 | 332 | 0.5364 | 0.6951 | 0.5364 | 0.7324 |
218
- | No log | 5.1385 | 334 | 0.5591 | 0.6998 | 0.5591 | 0.7477 |
219
- | No log | 5.1692 | 336 | 0.5780 | 0.6485 | 0.5780 | 0.7602 |
220
- | No log | 5.2 | 338 | 0.5803 | 0.6782 | 0.5803 | 0.7618 |
221
- | No log | 5.2308 | 340 | 0.5744 | 0.6728 | 0.5744 | 0.7579 |
222
- | No log | 5.2615 | 342 | 0.5860 | 0.5960 | 0.5860 | 0.7655 |
223
- | No log | 5.2923 | 344 | 0.5936 | 0.5835 | 0.5936 | 0.7705 |
224
- | No log | 5.3231 | 346 | 0.5900 | 0.6084 | 0.5900 | 0.7681 |
225
- | No log | 5.3538 | 348 | 0.5660 | 0.6278 | 0.5660 | 0.7523 |
226
- | No log | 5.3846 | 350 | 0.5616 | 0.6499 | 0.5616 | 0.7494 |
227
- | No log | 5.4154 | 352 | 0.6029 | 0.6045 | 0.6029 | 0.7765 |
228
- | No log | 5.4462 | 354 | 0.6852 | 0.5792 | 0.6852 | 0.8278 |
229
- | No log | 5.4769 | 356 | 0.7105 | 0.5792 | 0.7105 | 0.8429 |
230
- | No log | 5.5077 | 358 | 0.6199 | 0.6238 | 0.6199 | 0.7873 |
231
- | No log | 5.5385 | 360 | 0.5871 | 0.5796 | 0.5871 | 0.7662 |
232
- | No log | 5.5692 | 362 | 0.6914 | 0.6410 | 0.6914 | 0.8315 |
233
- | No log | 5.6 | 364 | 0.7846 | 0.6539 | 0.7846 | 0.8858 |
234
- | No log | 5.6308 | 366 | 0.7354 | 0.6230 | 0.7354 | 0.8576 |
235
- | No log | 5.6615 | 368 | 0.6553 | 0.5992 | 0.6553 | 0.8095 |
236
- | No log | 5.6923 | 370 | 0.5888 | 0.6335 | 0.5888 | 0.7673 |
237
- | No log | 5.7231 | 372 | 0.5622 | 0.6430 | 0.5622 | 0.7498 |
238
- | No log | 5.7538 | 374 | 0.5609 | 0.6570 | 0.5609 | 0.7490 |
239
- | No log | 5.7846 | 376 | 0.5469 | 0.6728 | 0.5469 | 0.7395 |
240
- | No log | 5.8154 | 378 | 0.5314 | 0.7020 | 0.5314 | 0.7290 |
241
- | No log | 5.8462 | 380 | 0.5074 | 0.6813 | 0.5074 | 0.7123 |
242
- | No log | 5.8769 | 382 | 0.5043 | 0.6838 | 0.5043 | 0.7101 |
243
- | No log | 5.9077 | 384 | 0.5210 | 0.6955 | 0.5210 | 0.7218 |
244
- | No log | 5.9385 | 386 | 0.5228 | 0.6955 | 0.5228 | 0.7231 |
245
- | No log | 5.9692 | 388 | 0.5156 | 0.7064 | 0.5156 | 0.7181 |
246
- | No log | 6.0 | 390 | 0.5289 | 0.6969 | 0.5289 | 0.7272 |
247
- | No log | 6.0308 | 392 | 0.5367 | 0.6868 | 0.5367 | 0.7326 |
248
- | No log | 6.0615 | 394 | 0.5444 | 0.6901 | 0.5444 | 0.7378 |
249
- | No log | 6.0923 | 396 | 0.5352 | 0.6740 | 0.5352 | 0.7316 |
250
- | No log | 6.1231 | 398 | 0.5280 | 0.7089 | 0.5280 | 0.7266 |
251
- | No log | 6.1538 | 400 | 0.5346 | 0.7033 | 0.5346 | 0.7312 |
252
- | No log | 6.1846 | 402 | 0.5397 | 0.7139 | 0.5397 | 0.7346 |
253
- | No log | 6.2154 | 404 | 0.5543 | 0.6123 | 0.5543 | 0.7445 |
254
- | No log | 6.2462 | 406 | 0.5639 | 0.6094 | 0.5639 | 0.7509 |
255
- | No log | 6.2769 | 408 | 0.5534 | 0.6424 | 0.5534 | 0.7439 |
256
- | No log | 6.3077 | 410 | 0.5559 | 0.6610 | 0.5559 | 0.7456 |
257
- | No log | 6.3385 | 412 | 0.5825 | 0.6528 | 0.5825 | 0.7632 |
258
- | No log | 6.3692 | 414 | 0.6018 | 0.6187 | 0.6018 | 0.7757 |
259
- | No log | 6.4 | 416 | 0.6030 | 0.6187 | 0.6030 | 0.7765 |
260
- | No log | 6.4308 | 418 | 0.5694 | 0.6370 | 0.5694 | 0.7546 |
261
- | No log | 6.4615 | 420 | 0.5570 | 0.6301 | 0.5570 | 0.7463 |
262
- | No log | 6.4923 | 422 | 0.5264 | 0.6610 | 0.5264 | 0.7255 |
263
- | No log | 6.5231 | 424 | 0.5118 | 0.6896 | 0.5118 | 0.7154 |
264
- | No log | 6.5538 | 426 | 0.5148 | 0.7329 | 0.5148 | 0.7175 |
265
- | No log | 6.5846 | 428 | 0.5292 | 0.7131 | 0.5292 | 0.7275 |
266
- | No log | 6.6154 | 430 | 0.5103 | 0.7175 | 0.5103 | 0.7144 |
267
- | No log | 6.6462 | 432 | 0.4915 | 0.7271 | 0.4915 | 0.7011 |
268
- | No log | 6.6769 | 434 | 0.5033 | 0.7005 | 0.5033 | 0.7094 |
269
- | No log | 6.7077 | 436 | 0.5048 | 0.6680 | 0.5048 | 0.7105 |
270
- | No log | 6.7385 | 438 | 0.5013 | 0.6720 | 0.5013 | 0.7080 |
271
- | No log | 6.7692 | 440 | 0.4875 | 0.7049 | 0.4875 | 0.6982 |
272
- | No log | 6.8 | 442 | 0.4950 | 0.7223 | 0.4950 | 0.7035 |
273
- | No log | 6.8308 | 444 | 0.4968 | 0.6997 | 0.4968 | 0.7048 |
274
- | No log | 6.8615 | 446 | 0.5074 | 0.7153 | 0.5074 | 0.7123 |
275
- | No log | 6.8923 | 448 | 0.4961 | 0.7193 | 0.4961 | 0.7043 |
276
- | No log | 6.9231 | 450 | 0.5008 | 0.6828 | 0.5008 | 0.7077 |
277
- | No log | 6.9538 | 452 | 0.5169 | 0.6821 | 0.5169 | 0.7189 |
278
- | No log | 6.9846 | 454 | 0.5502 | 0.6157 | 0.5502 | 0.7417 |
279
- | No log | 7.0154 | 456 | 0.5468 | 0.6187 | 0.5468 | 0.7394 |
280
- | No log | 7.0462 | 458 | 0.5447 | 0.6562 | 0.5447 | 0.7381 |
281
- | No log | 7.0769 | 460 | 0.5677 | 0.6459 | 0.5677 | 0.7535 |
282
- | No log | 7.1077 | 462 | 0.6415 | 0.6583 | 0.6415 | 0.8009 |
283
- | No log | 7.1385 | 464 | 0.6530 | 0.6271 | 0.6530 | 0.8081 |
284
- | No log | 7.1692 | 466 | 0.6210 | 0.6840 | 0.6210 | 0.7881 |
285
- | No log | 7.2 | 468 | 0.5759 | 0.7008 | 0.5759 | 0.7589 |
286
- | No log | 7.2308 | 470 | 0.5705 | 0.6713 | 0.5705 | 0.7553 |
287
- | No log | 7.2615 | 472 | 0.5920 | 0.6275 | 0.5920 | 0.7694 |
288
- | No log | 7.2923 | 474 | 0.5768 | 0.6154 | 0.5768 | 0.7595 |
289
- | No log | 7.3231 | 476 | 0.5862 | 0.5950 | 0.5862 | 0.7656 |
290
- | No log | 7.3538 | 478 | 0.6127 | 0.5932 | 0.6127 | 0.7828 |
291
- | No log | 7.3846 | 480 | 0.6251 | 0.5477 | 0.6251 | 0.7906 |
292
- | No log | 7.4154 | 482 | 0.6410 | 0.5775 | 0.6410 | 0.8006 |
293
- | No log | 7.4462 | 484 | 0.6347 | 0.5429 | 0.6347 | 0.7967 |
294
- | No log | 7.4769 | 486 | 0.5937 | 0.5822 | 0.5937 | 0.7705 |
295
- | No log | 7.5077 | 488 | 0.5838 | 0.5822 | 0.5838 | 0.7641 |
296
- | No log | 7.5385 | 490 | 0.5862 | 0.5712 | 0.5862 | 0.7656 |
297
- | No log | 7.5692 | 492 | 0.5948 | 0.5822 | 0.5948 | 0.7712 |
298
- | No log | 7.6 | 494 | 0.6192 | 0.5798 | 0.6192 | 0.7869 |
299
- | No log | 7.6308 | 496 | 0.6251 | 0.5642 | 0.6251 | 0.7906 |
300
- | No log | 7.6615 | 498 | 0.6354 | 0.5707 | 0.6354 | 0.7971 |
301
- | 0.2596 | 7.6923 | 500 | 0.6460 | 0.5707 | 0.6460 | 0.8037 |
302
- | 0.2596 | 7.7231 | 502 | 0.6479 | 0.5642 | 0.6479 | 0.8049 |
303
- | 0.2596 | 7.7538 | 504 | 0.6248 | 0.5909 | 0.6248 | 0.7904 |
304
- | 0.2596 | 7.7846 | 506 | 0.6374 | 0.4867 | 0.6374 | 0.7984 |
305
- | 0.2596 | 7.8154 | 508 | 0.6407 | 0.4867 | 0.6407 | 0.8004 |
306
- | 0.2596 | 7.8462 | 510 | 0.6107 | 0.6325 | 0.6107 | 0.7815 |
307
- | 0.2596 | 7.8769 | 512 | 0.5833 | 0.6593 | 0.5833 | 0.7638 |
308
- | 0.2596 | 7.9077 | 514 | 0.5755 | 0.6772 | 0.5755 | 0.7586 |
309
- | 0.2596 | 7.9385 | 516 | 0.5882 | 0.6045 | 0.5882 | 0.7669 |
310
- | 0.2596 | 7.9692 | 518 | 0.6068 | 0.5923 | 0.6068 | 0.7790 |
311
- | 0.2596 | 8.0 | 520 | 0.5872 | 0.6219 | 0.5872 | 0.7663 |
312
- | 0.2596 | 8.0308 | 522 | 0.5924 | 0.5783 | 0.5924 | 0.7696 |
313
- | 0.2596 | 8.0615 | 524 | 0.6016 | 0.5795 | 0.6016 | 0.7756 |
314
- | 0.2596 | 8.0923 | 526 | 0.5890 | 0.5771 | 0.5890 | 0.7675 |
315
- | 0.2596 | 8.1231 | 528 | 0.5756 | 0.6687 | 0.5756 | 0.7587 |
316
- | 0.2596 | 8.1538 | 530 | 0.5636 | 0.6217 | 0.5636 | 0.7507 |
317
- | 0.2596 | 8.1846 | 532 | 0.5597 | 0.6758 | 0.5597 | 0.7481 |
318
- | 0.2596 | 8.2154 | 534 | 0.5479 | 0.6570 | 0.5479 | 0.7402 |
319
- | 0.2596 | 8.2462 | 536 | 0.5553 | 0.6758 | 0.5553 | 0.7452 |
320
- | 0.2596 | 8.2769 | 538 | 0.5704 | 0.6914 | 0.5704 | 0.7553 |
321
- | 0.2596 | 8.3077 | 540 | 0.5901 | 0.6326 | 0.5901 | 0.7682 |
322
- | 0.2596 | 8.3385 | 542 | 0.5907 | 0.6301 | 0.5907 | 0.7685 |
323
- | 0.2596 | 8.3692 | 544 | 0.6101 | 0.5498 | 0.6101 | 0.7811 |
324
- | 0.2596 | 8.4 | 546 | 0.6254 | 0.5245 | 0.6254 | 0.7908 |
325
- | 0.2596 | 8.4308 | 548 | 0.6413 | 0.5898 | 0.6413 | 0.8008 |
326
- | 0.2596 | 8.4615 | 550 | 0.6612 | 0.6310 | 0.6612 | 0.8131 |
327
- | 0.2596 | 8.4923 | 552 | 0.6465 | 0.6493 | 0.6465 | 0.8041 |
328
- | 0.2596 | 8.5231 | 554 | 0.6325 | 0.6371 | 0.6325 | 0.7953 |
329
- | 0.2596 | 8.5538 | 556 | 0.6052 | 0.6446 | 0.6052 | 0.7779 |
330
- | 0.2596 | 8.5846 | 558 | 0.5871 | 0.6167 | 0.5871 | 0.7662 |
331
- | 0.2596 | 8.6154 | 560 | 0.5880 | 0.5820 | 0.5880 | 0.7668 |
332
- | 0.2596 | 8.6462 | 562 | 0.5930 | 0.6278 | 0.5930 | 0.7701 |
333
- | 0.2596 | 8.6769 | 564 | 0.6108 | 0.6157 | 0.6108 | 0.7815 |
334
- | 0.2596 | 8.7077 | 566 | 0.5884 | 0.6247 | 0.5884 | 0.7671 |
335
- | 0.2596 | 8.7385 | 568 | 0.6087 | 0.6520 | 0.6087 | 0.7802 |
336
- | 0.2596 | 8.7692 | 570 | 0.5905 | 0.6528 | 0.5905 | 0.7684 |
337
- | 0.2596 | 8.8 | 572 | 0.5782 | 0.6554 | 0.5782 | 0.7604 |
338
- | 0.2596 | 8.8308 | 574 | 0.5746 | 0.6296 | 0.5746 | 0.7580 |
339
- | 0.2596 | 8.8615 | 576 | 0.6122 | 0.6257 | 0.6122 | 0.7824 |
340
- | 0.2596 | 8.8923 | 578 | 0.6008 | 0.6362 | 0.6008 | 0.7751 |
341
- | 0.2596 | 8.9231 | 580 | 0.5548 | 0.6291 | 0.5548 | 0.7448 |
342
- | 0.2596 | 8.9538 | 582 | 0.5386 | 0.6584 | 0.5386 | 0.7339 |
343
- | 0.2596 | 8.9846 | 584 | 0.5367 | 0.7301 | 0.5367 | 0.7326 |
344
- | 0.2596 | 9.0154 | 586 | 0.5422 | 0.7259 | 0.5422 | 0.7364 |
345
- | 0.2596 | 9.0462 | 588 | 0.5554 | 0.6976 | 0.5554 | 0.7452 |
346
- | 0.2596 | 9.0769 | 590 | 0.5557 | 0.7219 | 0.5557 | 0.7455 |
347
- | 0.2596 | 9.1077 | 592 | 0.5570 | 0.7225 | 0.5570 | 0.7463 |
348
- | 0.2596 | 9.1385 | 594 | 0.5556 | 0.7077 | 0.5556 | 0.7454 |
349
- | 0.2596 | 9.1692 | 596 | 0.5457 | 0.7041 | 0.5457 | 0.7387 |
350
- | 0.2596 | 9.2 | 598 | 0.5177 | 0.7041 | 0.5177 | 0.7195 |
351
- | 0.2596 | 9.2308 | 600 | 0.5159 | 0.6733 | 0.5159 | 0.7183 |
352
- | 0.2596 | 9.2615 | 602 | 0.5295 | 0.6945 | 0.5295 | 0.7276 |
353
- | 0.2596 | 9.2923 | 604 | 0.5350 | 0.6945 | 0.5350 | 0.7314 |
354
- | 0.2596 | 9.3231 | 606 | 0.5148 | 0.6772 | 0.5148 | 0.7175 |
355
- | 0.2596 | 9.3538 | 608 | 0.5048 | 0.6689 | 0.5048 | 0.7105 |
356
- | 0.2596 | 9.3846 | 610 | 0.5318 | 0.6685 | 0.5318 | 0.7292 |
357
- | 0.2596 | 9.4154 | 612 | 0.5323 | 0.6830 | 0.5323 | 0.7296 |
358
- | 0.2596 | 9.4462 | 614 | 0.5206 | 0.6841 | 0.5206 | 0.7215 |
359
- | 0.2596 | 9.4769 | 616 | 0.5290 | 0.6517 | 0.5290 | 0.7274 |
360
- | 0.2596 | 9.5077 | 618 | 0.5298 | 0.6447 | 0.5298 | 0.7279 |
361
- | 0.2596 | 9.5385 | 620 | 0.5327 | 0.7033 | 0.5327 | 0.7299 |
362
- | 0.2596 | 9.5692 | 622 | 0.5467 | 0.6415 | 0.5467 | 0.7394 |
363
- | 0.2596 | 9.6 | 624 | 0.5544 | 0.6555 | 0.5544 | 0.7446 |
364
- | 0.2596 | 9.6308 | 626 | 0.5490 | 0.6380 | 0.5490 | 0.7409 |
365
- | 0.2596 | 9.6615 | 628 | 0.5506 | 0.6389 | 0.5506 | 0.7420 |
366
- | 0.2596 | 9.6923 | 630 | 0.5771 | 0.6301 | 0.5771 | 0.7596 |
367
- | 0.2596 | 9.7231 | 632 | 0.6101 | 0.6301 | 0.6101 | 0.7811 |
368
- | 0.2596 | 9.7538 | 634 | 0.6105 | 0.6278 | 0.6105 | 0.7813 |
369
- | 0.2596 | 9.7846 | 636 | 0.5964 | 0.6389 | 0.5964 | 0.7723 |
370
- | 0.2596 | 9.8154 | 638 | 0.5916 | 0.5808 | 0.5916 | 0.7691 |
371
- | 0.2596 | 9.8462 | 640 | 0.5946 | 0.5796 | 0.5946 | 0.7711 |
372
- | 0.2596 | 9.8769 | 642 | 0.6047 | 0.6301 | 0.6047 | 0.7776 |
373
- | 0.2596 | 9.9077 | 644 | 0.5965 | 0.6432 | 0.5965 | 0.7723 |
374
- | 0.2596 | 9.9385 | 646 | 0.5753 | 0.6736 | 0.5753 | 0.7585 |
375
- | 0.2596 | 9.9692 | 648 | 0.5675 | 0.5928 | 0.5675 | 0.7533 |
376
- | 0.2596 | 10.0 | 650 | 0.5715 | 0.5712 | 0.5715 | 0.7560 |
377
- | 0.2596 | 10.0308 | 652 | 0.5920 | 0.6231 | 0.5920 | 0.7694 |
378
- | 0.2596 | 10.0615 | 654 | 0.6341 | 0.6053 | 0.6341 | 0.7963 |
379
- | 0.2596 | 10.0923 | 656 | 0.6765 | 0.5777 | 0.6765 | 0.8225 |
380
- | 0.2596 | 10.1231 | 658 | 0.6319 | 0.5622 | 0.6319 | 0.7949 |
381
- | 0.2596 | 10.1538 | 660 | 0.5899 | 0.6154 | 0.5899 | 0.7681 |
382
- | 0.2596 | 10.1846 | 662 | 0.5856 | 0.6350 | 0.5856 | 0.7652 |
383
- | 0.2596 | 10.2154 | 664 | 0.6031 | 0.6167 | 0.6031 | 0.7766 |
384
- | 0.2596 | 10.2462 | 666 | 0.6157 | 0.6179 | 0.6157 | 0.7847 |
385
- | 0.2596 | 10.2769 | 668 | 0.6106 | 0.6852 | 0.6106 | 0.7814 |
386
- | 0.2596 | 10.3077 | 670 | 0.6171 | 0.6512 | 0.6171 | 0.7856 |
387
- | 0.2596 | 10.3385 | 672 | 0.6400 | 0.6546 | 0.6400 | 0.8000 |
388
- | 0.2596 | 10.3692 | 674 | 0.6638 | 0.6468 | 0.6638 | 0.8147 |
389
- | 0.2596 | 10.4 | 676 | 0.6512 | 0.6272 | 0.6512 | 0.8069 |
390
- | 0.2596 | 10.4308 | 678 | 0.6331 | 0.6386 | 0.6331 | 0.7957 |
391
- | 0.2596 | 10.4615 | 680 | 0.5915 | 0.6584 | 0.5915 | 0.7691 |
392
- | 0.2596 | 10.4923 | 682 | 0.5596 | 0.6732 | 0.5596 | 0.7481 |
393
- | 0.2596 | 10.5231 | 684 | 0.5435 | 0.6589 | 0.5435 | 0.7373 |
394
- | 0.2596 | 10.5538 | 686 | 0.5606 | 0.6721 | 0.5606 | 0.7487 |
395
- | 0.2596 | 10.5846 | 688 | 0.5526 | 0.6646 | 0.5526 | 0.7434 |
396
- | 0.2596 | 10.6154 | 690 | 0.5167 | 0.6733 | 0.5167 | 0.7188 |
397
- | 0.2596 | 10.6462 | 692 | 0.5220 | 0.7005 | 0.5220 | 0.7225 |
398
- | 0.2596 | 10.6769 | 694 | 0.5581 | 0.6716 | 0.5581 | 0.7471 |
399
- | 0.2596 | 10.7077 | 696 | 0.6125 | 0.6434 | 0.6125 | 0.7826 |
400
- | 0.2596 | 10.7385 | 698 | 0.6144 | 0.6434 | 0.6144 | 0.7838 |
401
- | 0.2596 | 10.7692 | 700 | 0.5790 | 0.6147 | 0.5790 | 0.7610 |
402
- | 0.2596 | 10.8 | 702 | 0.5699 | 0.6073 | 0.5699 | 0.7549 |
403
- | 0.2596 | 10.8308 | 704 | 0.5645 | 0.6415 | 0.5645 | 0.7513 |
404
- | 0.2596 | 10.8615 | 706 | 0.5836 | 0.6269 | 0.5836 | 0.7639 |
405
- | 0.2596 | 10.8923 | 708 | 0.6124 | 0.6063 | 0.6124 | 0.7825 |
406
- | 0.2596 | 10.9231 | 710 | 0.6240 | 0.6167 | 0.6240 | 0.7899 |
407
- | 0.2596 | 10.9538 | 712 | 0.6353 | 0.6491 | 0.6353 | 0.7970 |
408
- | 0.2596 | 10.9846 | 714 | 0.6214 | 0.6167 | 0.6214 | 0.7883 |
409
- | 0.2596 | 11.0154 | 716 | 0.6028 | 0.6063 | 0.6028 | 0.7764 |
410
- | 0.2596 | 11.0462 | 718 | 0.6043 | 0.6266 | 0.6043 | 0.7773 |
411
- | 0.2596 | 11.0769 | 720 | 0.6160 | 0.6362 | 0.6160 | 0.7848 |
412
- | 0.2596 | 11.1077 | 722 | 0.5996 | 0.6371 | 0.5996 | 0.7743 |
413
- | 0.2596 | 11.1385 | 724 | 0.5777 | 0.6446 | 0.5777 | 0.7601 |
414
- | 0.2596 | 11.1692 | 726 | 0.5900 | 0.6259 | 0.5900 | 0.7681 |
415
- | 0.2596 | 11.2 | 728 | 0.6312 | 0.6147 | 0.6312 | 0.7945 |
416
- | 0.2596 | 11.2308 | 730 | 0.6786 | 0.5867 | 0.6786 | 0.8238 |
417
- | 0.2596 | 11.2615 | 732 | 0.6953 | 0.5766 | 0.6953 | 0.8338 |
418
- | 0.2596 | 11.2923 | 734 | 0.6716 | 0.5973 | 0.6716 | 0.8195 |
419
- | 0.2596 | 11.3231 | 736 | 0.6341 | 0.6137 | 0.6341 | 0.7963 |
420
- | 0.2596 | 11.3538 | 738 | 0.5945 | 0.6219 | 0.5945 | 0.7711 |
421
- | 0.2596 | 11.3846 | 740 | 0.5938 | 0.6187 | 0.5938 | 0.7706 |
422
- | 0.2596 | 11.4154 | 742 | 0.6082 | 0.6177 | 0.6082 | 0.7799 |
423
- | 0.2596 | 11.4462 | 744 | 0.6600 | 0.6426 | 0.6600 | 0.8124 |
424
- | 0.2596 | 11.4769 | 746 | 0.7228 | 0.6114 | 0.7228 | 0.8502 |
425
- | 0.2596 | 11.5077 | 748 | 0.7401 | 0.6409 | 0.7401 | 0.8603 |
426
- | 0.2596 | 11.5385 | 750 | 0.6999 | 0.6114 | 0.6999 | 0.8366 |
427
- | 0.2596 | 11.5692 | 752 | 0.6544 | 0.5938 | 0.6544 | 0.8089 |
428
- | 0.2596 | 11.6 | 754 | 0.6451 | 0.5654 | 0.6451 | 0.8032 |
429
- | 0.2596 | 11.6308 | 756 | 0.6439 | 0.5938 | 0.6439 | 0.8024 |
430
- | 0.2596 | 11.6615 | 758 | 0.6364 | 0.5888 | 0.6364 | 0.7978 |
431
- | 0.2596 | 11.6923 | 760 | 0.6071 | 0.6018 | 0.6071 | 0.7791 |
432
- | 0.2596 | 11.7231 | 762 | 0.5691 | 0.6347 | 0.5691 | 0.7544 |
433
- | 0.2596 | 11.7538 | 764 | 0.5455 | 0.6740 | 0.5455 | 0.7386 |
434
- | 0.2596 | 11.7846 | 766 | 0.5357 | 0.7041 | 0.5357 | 0.7319 |
435
- | 0.2596 | 11.8154 | 768 | 0.5376 | 0.6938 | 0.5376 | 0.7332 |
436
- | 0.2596 | 11.8462 | 770 | 0.5352 | 0.6938 | 0.5352 | 0.7315 |
437
- | 0.2596 | 11.8769 | 772 | 0.5363 | 0.7110 | 0.5363 | 0.7323 |
438
- | 0.2596 | 11.9077 | 774 | 0.5501 | 0.6509 | 0.5501 | 0.7417 |
439
- | 0.2596 | 11.9385 | 776 | 0.5568 | 0.6288 | 0.5568 | 0.7462 |
440
- | 0.2596 | 11.9692 | 778 | 0.5684 | 0.6455 | 0.5684 | 0.7540 |
441
- | 0.2596 | 12.0 | 780 | 0.5915 | 0.6476 | 0.5915 | 0.7691 |
442
- | 0.2596 | 12.0308 | 782 | 0.6010 | 0.6476 | 0.6010 | 0.7752 |
443
- | 0.2596 | 12.0615 | 784 | 0.5984 | 0.6128 | 0.5984 | 0.7736 |
444
- | 0.2596 | 12.0923 | 786 | 0.5824 | 0.6320 | 0.5824 | 0.7631 |
445
- | 0.2596 | 12.1231 | 788 | 0.5785 | 0.6164 | 0.5785 | 0.7606 |
446
- | 0.2596 | 12.1538 | 790 | 0.5750 | 0.6509 | 0.5750 | 0.7583 |
447
- | 0.2596 | 12.1846 | 792 | 0.5797 | 0.6605 | 0.5797 | 0.7614 |
448
- | 0.2596 | 12.2154 | 794 | 0.5875 | 0.6554 | 0.5875 | 0.7665 |
449
- | 0.2596 | 12.2462 | 796 | 0.5910 | 0.6479 | 0.5910 | 0.7687 |
450
- | 0.2596 | 12.2769 | 798 | 0.5982 | 0.6479 | 0.5982 | 0.7735 |
451
- | 0.2596 | 12.3077 | 800 | 0.5814 | 0.6605 | 0.5814 | 0.7625 |
452
- | 0.2596 | 12.3385 | 802 | 0.5393 | 0.6485 | 0.5393 | 0.7344 |
453
- | 0.2596 | 12.3692 | 804 | 0.5200 | 0.6932 | 0.5200 | 0.7211 |
454
- | 0.2596 | 12.4 | 806 | 0.5190 | 0.6932 | 0.5190 | 0.7204 |
455
- | 0.2596 | 12.4308 | 808 | 0.5307 | 0.6664 | 0.5307 | 0.7285 |
456
- | 0.2596 | 12.4615 | 810 | 0.5445 | 0.6337 | 0.5445 | 0.7379 |
457
- | 0.2596 | 12.4923 | 812 | 0.5840 | 0.6266 | 0.5840 | 0.7642 |
458
- | 0.2596 | 12.5231 | 814 | 0.6275 | 0.6331 | 0.6275 | 0.7922 |
459
- | 0.2596 | 12.5538 | 816 | 0.6445 | 0.6624 | 0.6445 | 0.8028 |
460
- | 0.2596 | 12.5846 | 818 | 0.6399 | 0.6319 | 0.6399 | 0.7999 |
461
- | 0.2596 | 12.6154 | 820 | 0.6309 | 0.6319 | 0.6309 | 0.7943 |
462
- | 0.2596 | 12.6462 | 822 | 0.6243 | 0.6188 | 0.6243 | 0.7901 |
463
- | 0.2596 | 12.6769 | 824 | 0.6116 | 0.6272 | 0.6116 | 0.7820 |
464
- | 0.2596 | 12.7077 | 826 | 0.6245 | 0.6319 | 0.6245 | 0.7902 |
465
- | 0.2596 | 12.7385 | 828 | 0.6026 | 0.6189 | 0.6026 | 0.7763 |
466
- | 0.2596 | 12.7692 | 830 | 0.5568 | 0.6581 | 0.5568 | 0.7462 |
467
- | 0.2596 | 12.8 | 832 | 0.5195 | 0.6988 | 0.5195 | 0.7208 |
468
- | 0.2596 | 12.8308 | 834 | 0.5169 | 0.7355 | 0.5169 | 0.7189 |
469
- | 0.2596 | 12.8615 | 836 | 0.5182 | 0.7355 | 0.5182 | 0.7198 |
470
- | 0.2596 | 12.8923 | 838 | 0.5310 | 0.7088 | 0.5310 | 0.7287 |
471
- | 0.2596 | 12.9231 | 840 | 0.5649 | 0.6207 | 0.5649 | 0.7516 |
472
- | 0.2596 | 12.9538 | 842 | 0.6127 | 0.6189 | 0.6127 | 0.7827 |
473
- | 0.2596 | 12.9846 | 844 | 0.6136 | 0.6189 | 0.6136 | 0.7833 |
474
- | 0.2596 | 13.0154 | 846 | 0.5789 | 0.6314 | 0.5789 | 0.7609 |
475
- | 0.2596 | 13.0462 | 848 | 0.5297 | 0.6857 | 0.5297 | 0.7278 |
476
- | 0.2596 | 13.0769 | 850 | 0.5221 | 0.6911 | 0.5221 | 0.7225 |
477
- | 0.2596 | 13.1077 | 852 | 0.5207 | 0.6625 | 0.5207 | 0.7216 |
478
- | 0.2596 | 13.1385 | 854 | 0.5210 | 0.6625 | 0.5210 | 0.7218 |
479
- | 0.2596 | 13.1692 | 856 | 0.5115 | 0.7143 | 0.5115 | 0.7152 |
480
- | 0.2596 | 13.2 | 858 | 0.5152 | 0.6980 | 0.5152 | 0.7178 |
481
- | 0.2596 | 13.2308 | 860 | 0.5272 | 0.7141 | 0.5272 | 0.7261 |
482
- | 0.2596 | 13.2615 | 862 | 0.5379 | 0.7246 | 0.5379 | 0.7334 |
483
- | 0.2596 | 13.2923 | 864 | 0.5461 | 0.7246 | 0.5461 | 0.7390 |
484
- | 0.2596 | 13.3231 | 866 | 0.5274 | 0.7141 | 0.5274 | 0.7262 |
485
- | 0.2596 | 13.3538 | 868 | 0.5082 | 0.6980 | 0.5082 | 0.7129 |
486
- | 0.2596 | 13.3846 | 870 | 0.5095 | 0.7246 | 0.5095 | 0.7138 |
487
- | 0.2596 | 13.4154 | 872 | 0.5241 | 0.7208 | 0.5241 | 0.7239 |
488
- | 0.2596 | 13.4462 | 874 | 0.5208 | 0.7260 | 0.5208 | 0.7217 |
489
- | 0.2596 | 13.4769 | 876 | 0.5116 | 0.7246 | 0.5116 | 0.7153 |
490
- | 0.2596 | 13.5077 | 878 | 0.5175 | 0.7026 | 0.5175 | 0.7194 |
491
- | 0.2596 | 13.5385 | 880 | 0.5266 | 0.7026 | 0.5266 | 0.7257 |
492
- | 0.2596 | 13.5692 | 882 | 0.5418 | 0.6980 | 0.5418 | 0.7361 |
493
- | 0.2596 | 13.6 | 884 | 0.5643 | 0.7094 | 0.5643 | 0.7512 |
494
- | 0.2596 | 13.6308 | 886 | 0.5946 | 0.6296 | 0.5946 | 0.7711 |
495
- | 0.2596 | 13.6615 | 888 | 0.6075 | 0.6296 | 0.6075 | 0.7794 |
496
- | 0.2596 | 13.6923 | 890 | 0.5814 | 0.6623 | 0.5814 | 0.7625 |
497
- | 0.2596 | 13.7231 | 892 | 0.5472 | 0.6849 | 0.5472 | 0.7397 |
498
- | 0.2596 | 13.7538 | 894 | 0.5315 | 0.7136 | 0.5315 | 0.7290 |
499
- | 0.2596 | 13.7846 | 896 | 0.5226 | 0.7088 | 0.5226 | 0.7229 |
500
- | 0.2596 | 13.8154 | 898 | 0.5217 | 0.7088 | 0.5217 | 0.7223 |
501
- | 0.2596 | 13.8462 | 900 | 0.5195 | 0.7253 | 0.5195 | 0.7208 |
502
- | 0.2596 | 13.8769 | 902 | 0.5282 | 0.7303 | 0.5282 | 0.7268 |
503
- | 0.2596 | 13.9077 | 904 | 0.5412 | 0.6978 | 0.5412 | 0.7356 |
504
- | 0.2596 | 13.9385 | 906 | 0.5472 | 0.6796 | 0.5472 | 0.7397 |
505
- | 0.2596 | 13.9692 | 908 | 0.5574 | 0.6641 | 0.5574 | 0.7466 |
506
- | 0.2596 | 14.0 | 910 | 0.5978 | 0.6147 | 0.5978 | 0.7732 |
507
- | 0.2596 | 14.0308 | 912 | 0.6210 | 0.6564 | 0.6210 | 0.7880 |
508
- | 0.2596 | 14.0615 | 914 | 0.5928 | 0.6464 | 0.5928 | 0.7700 |
509
- | 0.2596 | 14.0923 | 916 | 0.5792 | 0.6584 | 0.5792 | 0.7611 |
510
- | 0.2596 | 14.1231 | 918 | 0.5897 | 0.6687 | 0.5897 | 0.7679 |
511
- | 0.2596 | 14.1538 | 920 | 0.5880 | 0.6361 | 0.5880 | 0.7668 |
512
- | 0.2596 | 14.1846 | 922 | 0.6088 | 0.6639 | 0.6088 | 0.7803 |
513
- | 0.2596 | 14.2154 | 924 | 0.6449 | 0.6278 | 0.6449 | 0.8031 |
514
- | 0.2596 | 14.2462 | 926 | 0.6668 | 0.6278 | 0.6668 | 0.8166 |
515
- | 0.2596 | 14.2769 | 928 | 0.6814 | 0.6616 | 0.6814 | 0.8254 |
516
- | 0.2596 | 14.3077 | 930 | 0.6423 | 0.6348 | 0.6423 | 0.8015 |
517
- | 0.2596 | 14.3385 | 932 | 0.5921 | 0.6597 | 0.5921 | 0.7695 |
518
- | 0.2596 | 14.3692 | 934 | 0.5714 | 0.7070 | 0.5714 | 0.7559 |
519
- | 0.2596 | 14.4 | 936 | 0.5788 | 0.6897 | 0.5788 | 0.7608 |
520
- | 0.2596 | 14.4308 | 938 | 0.5902 | 0.6324 | 0.5902 | 0.7682 |
521
- | 0.2596 | 14.4615 | 940 | 0.5767 | 0.6543 | 0.5767 | 0.7594 |
522
- | 0.2596 | 14.4923 | 942 | 0.5615 | 0.7084 | 0.5615 | 0.7494 |
523
- | 0.2596 | 14.5231 | 944 | 0.5537 | 0.7126 | 0.5537 | 0.7441 |
524
- | 0.2596 | 14.5538 | 946 | 0.5476 | 0.7063 | 0.5476 | 0.7400 |
525
- | 0.2596 | 14.5846 | 948 | 0.5443 | 0.7204 | 0.5443 | 0.7377 |
526
- | 0.2596 | 14.6154 | 950 | 0.5322 | 0.7303 | 0.5322 | 0.7295 |
527
- | 0.2596 | 14.6462 | 952 | 0.5231 | 0.7259 | 0.5231 | 0.7233 |
528
- | 0.2596 | 14.6769 | 954 | 0.5185 | 0.7161 | 0.5185 | 0.7201 |
529
- | 0.2596 | 14.7077 | 956 | 0.5199 | 0.7203 | 0.5199 | 0.7210 |
530
- | 0.2596 | 14.7385 | 958 | 0.5266 | 0.7303 | 0.5266 | 0.7257 |
531
- | 0.2596 | 14.7692 | 960 | 0.5344 | 0.6980 | 0.5344 | 0.7310 |
532
- | 0.2596 | 14.8 | 962 | 0.5314 | 0.6980 | 0.5314 | 0.7289 |
533
- | 0.2596 | 14.8308 | 964 | 0.5274 | 0.7136 | 0.5274 | 0.7262 |
534
- | 0.2596 | 14.8615 | 966 | 0.5231 | 0.6962 | 0.5231 | 0.7233 |
535
- | 0.2596 | 14.8923 | 968 | 0.5318 | 0.6962 | 0.5318 | 0.7292 |
536
- | 0.2596 | 14.9231 | 970 | 0.5509 | 0.6566 | 0.5509 | 0.7422 |
537
- | 0.2596 | 14.9538 | 972 | 0.5685 | 0.6528 | 0.5685 | 0.7540 |
538
- | 0.2596 | 14.9846 | 974 | 0.5875 | 0.5797 | 0.5875 | 0.7665 |
539
- | 0.2596 | 15.0154 | 976 | 0.5968 | 0.5810 | 0.5968 | 0.7726 |
540
- | 0.2596 | 15.0462 | 978 | 0.5879 | 0.6584 | 0.5879 | 0.7667 |
541
- | 0.2596 | 15.0769 | 980 | 0.5544 | 0.6908 | 0.5544 | 0.7446 |
542
- | 0.2596 | 15.1077 | 982 | 0.5423 | 0.6908 | 0.5423 | 0.7364 |
543
- | 0.2596 | 15.1385 | 984 | 0.5248 | 0.7189 | 0.5248 | 0.7244 |
544
- | 0.2596 | 15.1692 | 986 | 0.5179 | 0.7211 | 0.5179 | 0.7196 |
545
- | 0.2596 | 15.2 | 988 | 0.5204 | 0.7259 | 0.5204 | 0.7214 |
546
- | 0.2596 | 15.2308 | 990 | 0.5280 | 0.7308 | 0.5280 | 0.7267 |
547
- | 0.2596 | 15.2615 | 992 | 0.5276 | 0.6838 | 0.5276 | 0.7263 |
548
- | 0.2596 | 15.2923 | 994 | 0.5226 | 0.7203 | 0.5226 | 0.7229 |
549
- | 0.2596 | 15.3231 | 996 | 0.5227 | 0.6882 | 0.5227 | 0.7230 |
550
- | 0.2596 | 15.3538 | 998 | 0.5291 | 0.6777 | 0.5291 | 0.7274 |
551
- | 0.057 | 15.3846 | 1000 | 0.5439 | 0.6804 | 0.5439 | 0.7375 |
552
- | 0.057 | 15.4154 | 1002 | 0.5404 | 0.7090 | 0.5404 | 0.7351 |
553
- | 0.057 | 15.4462 | 1004 | 0.5199 | 0.6993 | 0.5199 | 0.7210 |
554
- | 0.057 | 15.4769 | 1006 | 0.5112 | 0.7355 | 0.5112 | 0.7150 |
555
- | 0.057 | 15.5077 | 1008 | 0.5086 | 0.7296 | 0.5086 | 0.7131 |
556
- | 0.057 | 15.5385 | 1010 | 0.5081 | 0.7141 | 0.5081 | 0.7128 |
557
- | 0.057 | 15.5692 | 1012 | 0.5027 | 0.7507 | 0.5027 | 0.7090 |
558
- | 0.057 | 15.6 | 1014 | 0.4963 | 0.7573 | 0.4963 | 0.7045 |
559
- | 0.057 | 15.6308 | 1016 | 0.5316 | 0.6906 | 0.5316 | 0.7291 |
560
- | 0.057 | 15.6615 | 1018 | 0.6070 | 0.6182 | 0.6070 | 0.7791 |
561
- | 0.057 | 15.6923 | 1020 | 0.6009 | 0.6182 | 0.6009 | 0.7751 |
562
- | 0.057 | 15.7231 | 1022 | 0.5316 | 0.6898 | 0.5316 | 0.7291 |
563
- | 0.057 | 15.7538 | 1024 | 0.5053 | 0.7186 | 0.5053 | 0.7108 |
564
- | 0.057 | 15.7846 | 1026 | 0.5418 | 0.6886 | 0.5418 | 0.7360 |
565
- | 0.057 | 15.8154 | 1028 | 0.5718 | 0.6296 | 0.5718 | 0.7562 |
566
- | 0.057 | 15.8462 | 1030 | 0.6033 | 0.6118 | 0.6033 | 0.7767 |
567
- | 0.057 | 15.8769 | 1032 | 0.6115 | 0.5948 | 0.6115 | 0.7820 |
568
- | 0.057 | 15.9077 | 1034 | 0.5921 | 0.5959 | 0.5921 | 0.7695 |
569
- | 0.057 | 15.9385 | 1036 | 0.5880 | 0.5540 | 0.5880 | 0.7668 |
570
 
571
 
572
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6254
19
+ - Qwk: 0.5357
20
+ - Mse: 0.6254
21
+ - Rmse: 0.7908
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 4.0774 | 0.0132 | 4.0774 | 2.0193 |
53
+ | No log | 0.0571 | 4 | 2.2546 | 0.0970 | 2.2546 | 1.5015 |
54
+ | No log | 0.0857 | 6 | 1.5157 | -0.0078 | 1.5157 | 1.2311 |
55
+ | No log | 0.1143 | 8 | 1.2634 | 0.0075 | 1.2634 | 1.1240 |
56
+ | No log | 0.1429 | 10 | 1.0750 | 0.1699 | 1.0750 | 1.0368 |
57
+ | No log | 0.1714 | 12 | 1.1212 | 0.1846 | 1.1212 | 1.0589 |
58
+ | No log | 0.2 | 14 | 1.0149 | 0.2492 | 1.0149 | 1.0074 |
59
+ | No log | 0.2286 | 16 | 0.9297 | 0.3014 | 0.9297 | 0.9642 |
60
+ | No log | 0.2571 | 18 | 1.0748 | 0.2777 | 1.0748 | 1.0367 |
61
+ | No log | 0.2857 | 20 | 1.2843 | 0.2908 | 1.2843 | 1.1333 |
62
+ | No log | 0.3143 | 22 | 0.9240 | 0.3450 | 0.9240 | 0.9613 |
63
+ | No log | 0.3429 | 24 | 0.8120 | 0.4024 | 0.8120 | 0.9011 |
64
+ | No log | 0.3714 | 26 | 0.7135 | 0.5183 | 0.7135 | 0.8447 |
65
+ | No log | 0.4 | 28 | 0.8133 | 0.3883 | 0.8133 | 0.9018 |
66
+ | No log | 0.4286 | 30 | 0.7425 | 0.6143 | 0.7425 | 0.8617 |
67
+ | No log | 0.4571 | 32 | 0.7008 | 0.5830 | 0.7008 | 0.8371 |
68
+ | No log | 0.4857 | 34 | 0.7905 | 0.4911 | 0.7905 | 0.8891 |
69
+ | No log | 0.5143 | 36 | 0.9017 | 0.5250 | 0.9017 | 0.9496 |
70
+ | No log | 0.5429 | 38 | 0.8920 | 0.5987 | 0.8920 | 0.9445 |
71
+ | No log | 0.5714 | 40 | 0.6676 | 0.6025 | 0.6676 | 0.8171 |
72
+ | No log | 0.6 | 42 | 0.8419 | 0.5090 | 0.8419 | 0.9176 |
73
+ | No log | 0.6286 | 44 | 0.7917 | 0.5532 | 0.7917 | 0.8897 |
74
+ | No log | 0.6571 | 46 | 0.6399 | 0.6619 | 0.6399 | 0.7999 |
75
+ | No log | 0.6857 | 48 | 0.7599 | 0.5536 | 0.7599 | 0.8717 |
76
+ | No log | 0.7143 | 50 | 0.8194 | 0.4964 | 0.8194 | 0.9052 |
77
+ | No log | 0.7429 | 52 | 0.7696 | 0.5823 | 0.7696 | 0.8773 |
78
+ | No log | 0.7714 | 54 | 0.6524 | 0.5805 | 0.6524 | 0.8077 |
79
+ | No log | 0.8 | 56 | 0.6589 | 0.6204 | 0.6589 | 0.8118 |
80
+ | No log | 0.8286 | 58 | 0.6442 | 0.6015 | 0.6442 | 0.8026 |
81
+ | No log | 0.8571 | 60 | 0.7078 | 0.5432 | 0.7078 | 0.8413 |
82
+ | No log | 0.8857 | 62 | 0.6873 | 0.5232 | 0.6873 | 0.8290 |
83
+ | No log | 0.9143 | 64 | 0.6025 | 0.6553 | 0.6025 | 0.7762 |
84
+ | No log | 0.9429 | 66 | 0.6118 | 0.6456 | 0.6118 | 0.7822 |
85
+ | No log | 0.9714 | 68 | 0.6711 | 0.6249 | 0.6711 | 0.8192 |
86
+ | No log | 1.0 | 70 | 0.9790 | 0.5531 | 0.9790 | 0.9894 |
87
+ | No log | 1.0286 | 72 | 1.1007 | 0.4882 | 1.1007 | 1.0491 |
88
+ | No log | 1.0571 | 74 | 0.7716 | 0.7007 | 0.7716 | 0.8784 |
89
+ | No log | 1.0857 | 76 | 0.6266 | 0.6474 | 0.6266 | 0.7916 |
90
+ | No log | 1.1143 | 78 | 0.5743 | 0.6348 | 0.5743 | 0.7578 |
91
+ | No log | 1.1429 | 80 | 0.5504 | 0.6602 | 0.5504 | 0.7419 |
92
+ | No log | 1.1714 | 82 | 0.5428 | 0.6697 | 0.5428 | 0.7367 |
93
+ | No log | 1.2 | 84 | 0.5572 | 0.7095 | 0.5572 | 0.7465 |
94
+ | No log | 1.2286 | 86 | 0.5734 | 0.6697 | 0.5734 | 0.7573 |
95
+ | No log | 1.2571 | 88 | 0.6532 | 0.6357 | 0.6532 | 0.8082 |
96
+ | No log | 1.2857 | 90 | 0.7152 | 0.6683 | 0.7152 | 0.8457 |
97
+ | No log | 1.3143 | 92 | 0.6598 | 0.6874 | 0.6598 | 0.8123 |
98
+ | No log | 1.3429 | 94 | 0.6755 | 0.6874 | 0.6755 | 0.8219 |
99
+ | No log | 1.3714 | 96 | 0.6865 | 0.6669 | 0.6865 | 0.8286 |
100
+ | No log | 1.4 | 98 | 0.6990 | 0.5908 | 0.6990 | 0.8361 |
101
+ | No log | 1.4286 | 100 | 0.6973 | 0.5542 | 0.6973 | 0.8350 |
102
+ | No log | 1.4571 | 102 | 0.7439 | 0.5483 | 0.7439 | 0.8625 |
103
+ | No log | 1.4857 | 104 | 0.7549 | 0.5833 | 0.7549 | 0.8688 |
104
+ | No log | 1.5143 | 106 | 0.6326 | 0.6350 | 0.6326 | 0.7953 |
105
+ | No log | 1.5429 | 108 | 0.6517 | 0.5879 | 0.6517 | 0.8073 |
106
+ | No log | 1.5714 | 110 | 0.6313 | 0.6233 | 0.6313 | 0.7945 |
107
+ | No log | 1.6 | 112 | 0.6208 | 0.6254 | 0.6208 | 0.7879 |
108
+ | No log | 1.6286 | 114 | 0.6080 | 0.6619 | 0.6080 | 0.7797 |
109
+ | No log | 1.6571 | 116 | 0.6194 | 0.6207 | 0.6194 | 0.7870 |
110
+ | No log | 1.6857 | 118 | 0.6395 | 0.6006 | 0.6395 | 0.7997 |
111
+ | No log | 1.7143 | 120 | 0.6716 | 0.5340 | 0.6716 | 0.8195 |
112
+ | No log | 1.7429 | 122 | 0.8372 | 0.5451 | 0.8372 | 0.9150 |
113
+ | No log | 1.7714 | 124 | 0.8038 | 0.6076 | 0.8038 | 0.8966 |
114
+ | No log | 1.8 | 126 | 0.6538 | 0.6674 | 0.6538 | 0.8086 |
115
+ | No log | 1.8286 | 128 | 0.6980 | 0.6301 | 0.6980 | 0.8355 |
116
+ | No log | 1.8571 | 130 | 0.7348 | 0.5845 | 0.7348 | 0.8572 |
117
+ | No log | 1.8857 | 132 | 0.6589 | 0.6581 | 0.6589 | 0.8118 |
118
+ | No log | 1.9143 | 134 | 0.6037 | 0.6932 | 0.6037 | 0.7770 |
119
+ | No log | 1.9429 | 136 | 0.6150 | 0.6470 | 0.6150 | 0.7842 |
120
+ | No log | 1.9714 | 138 | 0.6103 | 0.7071 | 0.6103 | 0.7812 |
121
+ | No log | 2.0 | 140 | 0.6119 | 0.6570 | 0.6119 | 0.7822 |
122
+ | No log | 2.0286 | 142 | 0.6602 | 0.6225 | 0.6602 | 0.8125 |
123
+ | No log | 2.0571 | 144 | 0.6055 | 0.6969 | 0.6055 | 0.7782 |
124
+ | No log | 2.0857 | 146 | 0.6147 | 0.6766 | 0.6147 | 0.7840 |
125
+ | No log | 2.1143 | 148 | 0.6096 | 0.6766 | 0.6096 | 0.7808 |
126
+ | No log | 2.1429 | 150 | 0.6079 | 0.7158 | 0.6079 | 0.7797 |
127
+ | No log | 2.1714 | 152 | 0.6542 | 0.6240 | 0.6542 | 0.8088 |
128
+ | No log | 2.2 | 154 | 0.6283 | 0.6082 | 0.6283 | 0.7927 |
129
+ | No log | 2.2286 | 156 | 0.6143 | 0.6623 | 0.6143 | 0.7838 |
130
+ | No log | 2.2571 | 158 | 0.5988 | 0.6488 | 0.5988 | 0.7738 |
131
+ | No log | 2.2857 | 160 | 0.6107 | 0.6135 | 0.6107 | 0.7815 |
132
+ | No log | 2.3143 | 162 | 0.6139 | 0.6628 | 0.6139 | 0.7835 |
133
+ | No log | 2.3429 | 164 | 0.6076 | 0.6557 | 0.6076 | 0.7795 |
134
+ | No log | 2.3714 | 166 | 0.5976 | 0.6884 | 0.5976 | 0.7730 |
135
+ | No log | 2.4 | 168 | 0.5859 | 0.6916 | 0.5859 | 0.7654 |
136
+ | No log | 2.4286 | 170 | 0.6348 | 0.5351 | 0.6348 | 0.7968 |
137
+ | No log | 2.4571 | 172 | 0.6772 | 0.5134 | 0.6772 | 0.8229 |
138
+ | No log | 2.4857 | 174 | 0.6672 | 0.5355 | 0.6672 | 0.8168 |
139
+ | No log | 2.5143 | 176 | 0.6419 | 0.5891 | 0.6419 | 0.8012 |
140
+ | No log | 2.5429 | 178 | 0.6667 | 0.6520 | 0.6667 | 0.8165 |
141
+ | No log | 2.5714 | 180 | 0.6661 | 0.6430 | 0.6661 | 0.8161 |
142
+ | No log | 2.6 | 182 | 0.6751 | 0.6818 | 0.6751 | 0.8216 |
143
+ | No log | 2.6286 | 184 | 0.6701 | 0.6692 | 0.6701 | 0.8186 |
144
+ | No log | 2.6571 | 186 | 0.6398 | 0.6796 | 0.6398 | 0.7999 |
145
+ | No log | 2.6857 | 188 | 0.6424 | 0.6298 | 0.6424 | 0.8015 |
146
+ | No log | 2.7143 | 190 | 0.6215 | 0.5988 | 0.6215 | 0.7883 |
147
+ | No log | 2.7429 | 192 | 0.6263 | 0.5626 | 0.6263 | 0.7914 |
148
+ | No log | 2.7714 | 194 | 0.6118 | 0.5868 | 0.6118 | 0.7822 |
149
+ | No log | 2.8 | 196 | 0.5978 | 0.6316 | 0.5978 | 0.7732 |
150
+ | No log | 2.8286 | 198 | 0.5933 | 0.6176 | 0.5933 | 0.7703 |
151
+ | No log | 2.8571 | 200 | 0.6141 | 0.6324 | 0.6141 | 0.7836 |
152
+ | No log | 2.8857 | 202 | 0.7117 | 0.6469 | 0.7117 | 0.8436 |
153
+ | No log | 2.9143 | 204 | 0.6459 | 0.6113 | 0.6459 | 0.8037 |
154
+ | No log | 2.9429 | 206 | 0.6437 | 0.6139 | 0.6437 | 0.8023 |
155
+ | No log | 2.9714 | 208 | 0.7706 | 0.5855 | 0.7706 | 0.8778 |
156
+ | No log | 3.0 | 210 | 0.7520 | 0.5670 | 0.7520 | 0.8672 |
157
+ | No log | 3.0286 | 212 | 0.6457 | 0.5770 | 0.6457 | 0.8035 |
158
+ | No log | 3.0571 | 214 | 0.6303 | 0.5954 | 0.6303 | 0.7939 |
159
+ | No log | 3.0857 | 216 | 0.6354 | 0.5671 | 0.6354 | 0.7971 |
160
+ | No log | 3.1143 | 218 | 0.6490 | 0.5770 | 0.6490 | 0.8056 |
161
+ | No log | 3.1429 | 220 | 0.6769 | 0.5876 | 0.6769 | 0.8228 |
162
+ | No log | 3.1714 | 222 | 0.6264 | 0.5971 | 0.6264 | 0.7914 |
163
+ | No log | 3.2 | 224 | 0.6254 | 0.6553 | 0.6254 | 0.7909 |
164
+ | No log | 3.2286 | 226 | 0.6277 | 0.6553 | 0.6277 | 0.7923 |
165
+ | No log | 3.2571 | 228 | 0.6340 | 0.6377 | 0.6340 | 0.7963 |
166
+ | No log | 3.2857 | 230 | 0.7262 | 0.5224 | 0.7262 | 0.8522 |
167
+ | No log | 3.3143 | 232 | 0.7484 | 0.5224 | 0.7484 | 0.8651 |
168
+ | No log | 3.3429 | 234 | 0.6622 | 0.6157 | 0.6622 | 0.8138 |
169
+ | No log | 3.3714 | 236 | 0.6498 | 0.6714 | 0.6498 | 0.8061 |
170
+ | No log | 3.4 | 238 | 0.6449 | 0.6560 | 0.6449 | 0.8031 |
171
+ | No log | 3.4286 | 240 | 0.6562 | 0.6345 | 0.6562 | 0.8101 |
172
+ | No log | 3.4571 | 242 | 0.6993 | 0.5793 | 0.6993 | 0.8362 |
173
+ | No log | 3.4857 | 244 | 0.7777 | 0.5802 | 0.7777 | 0.8819 |
174
+ | No log | 3.5143 | 246 | 0.6881 | 0.5636 | 0.6881 | 0.8295 |
175
+ | No log | 3.5429 | 248 | 0.6452 | 0.6288 | 0.6452 | 0.8032 |
176
+ | No log | 3.5714 | 250 | 0.7408 | 0.6301 | 0.7408 | 0.8607 |
177
+ | No log | 3.6 | 252 | 0.7265 | 0.6189 | 0.7265 | 0.8524 |
178
+ | No log | 3.6286 | 254 | 0.6349 | 0.6196 | 0.6349 | 0.7968 |
179
+ | No log | 3.6571 | 256 | 0.6641 | 0.5826 | 0.6641 | 0.8149 |
180
+ | No log | 3.6857 | 258 | 0.7126 | 0.5965 | 0.7126 | 0.8442 |
181
+ | No log | 3.7143 | 260 | 0.6807 | 0.6400 | 0.6807 | 0.8250 |
182
+ | No log | 3.7429 | 262 | 0.6913 | 0.7147 | 0.6913 | 0.8314 |
183
+ | No log | 3.7714 | 264 | 0.6685 | 0.6828 | 0.6685 | 0.8176 |
184
+ | No log | 3.8 | 266 | 0.6479 | 0.6363 | 0.6479 | 0.8050 |
185
+ | No log | 3.8286 | 268 | 0.7791 | 0.5812 | 0.7791 | 0.8827 |
186
+ | No log | 3.8571 | 270 | 0.7787 | 0.5632 | 0.7787 | 0.8825 |
187
+ | No log | 3.8857 | 272 | 0.6540 | 0.5865 | 0.6540 | 0.8087 |
188
+ | No log | 3.9143 | 274 | 0.6265 | 0.6207 | 0.6265 | 0.7915 |
189
+ | No log | 3.9429 | 276 | 0.6764 | 0.6272 | 0.6764 | 0.8224 |
190
+ | No log | 3.9714 | 278 | 0.7046 | 0.6262 | 0.7046 | 0.8394 |
191
+ | No log | 4.0 | 280 | 0.6525 | 0.6177 | 0.6525 | 0.8078 |
192
+ | No log | 4.0286 | 282 | 0.6053 | 0.6390 | 0.6053 | 0.7780 |
193
+ | No log | 4.0571 | 284 | 0.5990 | 0.6349 | 0.5990 | 0.7740 |
194
+ | No log | 4.0857 | 286 | 0.5933 | 0.6284 | 0.5933 | 0.7702 |
195
+ | No log | 4.1143 | 288 | 0.5942 | 0.6650 | 0.5942 | 0.7709 |
196
+ | No log | 4.1429 | 290 | 0.6049 | 0.6614 | 0.6049 | 0.7777 |
197
+ | No log | 4.1714 | 292 | 0.6513 | 0.5940 | 0.6513 | 0.8070 |
198
+ | No log | 4.2 | 294 | 0.6330 | 0.6197 | 0.6330 | 0.7956 |
199
+ | No log | 4.2286 | 296 | 0.6061 | 0.6333 | 0.6061 | 0.7785 |
200
+ | No log | 4.2571 | 298 | 0.6126 | 0.6038 | 0.6126 | 0.7827 |
201
+ | No log | 4.2857 | 300 | 0.6420 | 0.6361 | 0.6420 | 0.8013 |
202
+ | No log | 4.3143 | 302 | 0.7089 | 0.5820 | 0.7089 | 0.8420 |
203
+ | No log | 4.3429 | 304 | 0.6663 | 0.6564 | 0.6663 | 0.8163 |
204
+ | No log | 4.3714 | 306 | 0.5891 | 0.6634 | 0.5891 | 0.7675 |
205
+ | No log | 4.4 | 308 | 0.5720 | 0.6564 | 0.5720 | 0.7563 |
206
+ | No log | 4.4286 | 310 | 0.5965 | 0.5852 | 0.5965 | 0.7724 |
207
+ | No log | 4.4571 | 312 | 0.5887 | 0.6401 | 0.5887 | 0.7673 |
208
+ | No log | 4.4857 | 314 | 0.5759 | 0.6667 | 0.5759 | 0.7589 |
209
+ | No log | 4.5143 | 316 | 0.5810 | 0.6667 | 0.5810 | 0.7622 |
210
+ | No log | 4.5429 | 318 | 0.6172 | 0.5816 | 0.6172 | 0.7856 |
211
+ | No log | 4.5714 | 320 | 0.7613 | 0.5729 | 0.7613 | 0.8725 |
212
+ | No log | 4.6 | 322 | 0.7950 | 0.5832 | 0.7950 | 0.8916 |
213
+ | No log | 4.6286 | 324 | 0.6570 | 0.5922 | 0.6570 | 0.8105 |
214
+ | No log | 4.6571 | 326 | 0.6284 | 0.6365 | 0.6284 | 0.7927 |
215
+ | No log | 4.6857 | 328 | 0.7373 | 0.6280 | 0.7373 | 0.8587 |
216
+ | No log | 4.7143 | 330 | 0.7183 | 0.6115 | 0.7183 | 0.8475 |
217
+ | No log | 4.7429 | 332 | 0.6329 | 0.6197 | 0.6329 | 0.7956 |
218
+ | No log | 4.7714 | 334 | 0.6354 | 0.6070 | 0.6354 | 0.7971 |
219
+ | No log | 4.8 | 336 | 0.6459 | 0.5839 | 0.6459 | 0.8037 |
220
+ | No log | 4.8286 | 338 | 0.6275 | 0.6764 | 0.6275 | 0.7921 |
221
+ | No log | 4.8571 | 340 | 0.6434 | 0.6119 | 0.6434 | 0.8021 |
222
+ | No log | 4.8857 | 342 | 0.6600 | 0.6254 | 0.6600 | 0.8124 |
223
+ | No log | 4.9143 | 344 | 0.6256 | 0.6314 | 0.6256 | 0.7909 |
224
+ | No log | 4.9429 | 346 | 0.5945 | 0.6347 | 0.5945 | 0.7710 |
225
+ | No log | 4.9714 | 348 | 0.5683 | 0.6641 | 0.5683 | 0.7538 |
226
+ | No log | 5.0 | 350 | 0.5540 | 0.6712 | 0.5540 | 0.7443 |
227
+ | No log | 5.0286 | 352 | 0.5565 | 0.6664 | 0.5565 | 0.7460 |
228
+ | No log | 5.0571 | 354 | 0.6198 | 0.6990 | 0.6198 | 0.7873 |
229
+ | No log | 5.0857 | 356 | 0.5869 | 0.6900 | 0.5869 | 0.7661 |
230
+ | No log | 5.1143 | 358 | 0.5552 | 0.6956 | 0.5552 | 0.7451 |
231
+ | No log | 5.1429 | 360 | 0.5862 | 0.6573 | 0.5862 | 0.7657 |
232
+ | No log | 5.1714 | 362 | 0.5822 | 0.6599 | 0.5822 | 0.7630 |
233
+ | No log | 5.2 | 364 | 0.5612 | 0.6820 | 0.5612 | 0.7491 |
234
+ | No log | 5.2286 | 366 | 0.6558 | 0.6552 | 0.6558 | 0.8098 |
235
+ | No log | 5.2571 | 368 | 0.7028 | 0.6417 | 0.7028 | 0.8383 |
236
+ | No log | 5.2857 | 370 | 0.6427 | 0.6012 | 0.6427 | 0.8017 |
237
+ | No log | 5.3143 | 372 | 0.5756 | 0.6642 | 0.5756 | 0.7587 |
238
+ | No log | 5.3429 | 374 | 0.5979 | 0.6080 | 0.5979 | 0.7732 |
239
+ | No log | 5.3714 | 376 | 0.6376 | 0.5922 | 0.6376 | 0.7985 |
240
+ | No log | 5.4 | 378 | 0.6172 | 0.6281 | 0.6172 | 0.7856 |
241
+ | No log | 5.4286 | 380 | 0.5851 | 0.6642 | 0.5851 | 0.7649 |
242
+ | No log | 5.4571 | 382 | 0.6125 | 0.6617 | 0.6125 | 0.7827 |
243
+ | No log | 5.4857 | 384 | 0.6367 | 0.6127 | 0.6367 | 0.7979 |
244
+ | No log | 5.5143 | 386 | 0.6613 | 0.5822 | 0.6613 | 0.8132 |
245
+ | No log | 5.5429 | 388 | 0.6682 | 0.5872 | 0.6682 | 0.8174 |
246
+ | No log | 5.5714 | 390 | 0.6756 | 0.5835 | 0.6756 | 0.8220 |
247
+ | No log | 5.6 | 392 | 0.6642 | 0.5938 | 0.6642 | 0.8150 |
248
+ | No log | 5.6286 | 394 | 0.6259 | 0.5938 | 0.6259 | 0.7911 |
249
+ | No log | 5.6571 | 396 | 0.6044 | 0.6361 | 0.6044 | 0.7774 |
250
+ | No log | 5.6857 | 398 | 0.5906 | 0.6439 | 0.5906 | 0.7685 |
251
+ | No log | 5.7143 | 400 | 0.5982 | 0.6748 | 0.5982 | 0.7734 |
252
+ | No log | 5.7429 | 402 | 0.6030 | 0.6788 | 0.6030 | 0.7765 |
253
+ | No log | 5.7714 | 404 | 0.6109 | 0.5808 | 0.6109 | 0.7816 |
254
+ | No log | 5.8 | 406 | 0.6365 | 0.5797 | 0.6365 | 0.7978 |
255
+ | No log | 5.8286 | 408 | 0.6660 | 0.5832 | 0.6660 | 0.8161 |
256
+ | No log | 5.8571 | 410 | 0.6302 | 0.6217 | 0.6302 | 0.7938 |
257
+ | No log | 5.8857 | 412 | 0.6061 | 0.6365 | 0.6061 | 0.7785 |
258
+ | No log | 5.9143 | 414 | 0.5903 | 0.6292 | 0.5903 | 0.7683 |
259
+ | No log | 5.9429 | 416 | 0.5769 | 0.6302 | 0.5769 | 0.7595 |
260
+ | No log | 5.9714 | 418 | 0.5719 | 0.6097 | 0.5719 | 0.7562 |
261
+ | No log | 6.0 | 420 | 0.5765 | 0.5955 | 0.5765 | 0.7593 |
262
+ | No log | 6.0286 | 422 | 0.5801 | 0.6335 | 0.5801 | 0.7617 |
263
+ | No log | 6.0571 | 424 | 0.5595 | 0.6345 | 0.5595 | 0.7480 |
264
+ | No log | 6.0857 | 426 | 0.5592 | 0.6345 | 0.5592 | 0.7478 |
265
+ | No log | 6.1143 | 428 | 0.5736 | 0.5994 | 0.5736 | 0.7574 |
266
+ | No log | 6.1429 | 430 | 0.5889 | 0.6470 | 0.5889 | 0.7674 |
267
+ | No log | 6.1714 | 432 | 0.6277 | 0.6157 | 0.6277 | 0.7922 |
268
+ | No log | 6.2 | 434 | 0.6937 | 0.6053 | 0.6937 | 0.8329 |
269
+ | No log | 6.2286 | 436 | 0.6930 | 0.5729 | 0.6930 | 0.8325 |
270
+ | No log | 6.2571 | 438 | 0.6511 | 0.5582 | 0.6511 | 0.8069 |
271
+ | No log | 6.2857 | 440 | 0.6394 | 0.5046 | 0.6394 | 0.7996 |
272
+ | No log | 6.3143 | 442 | 0.6280 | 0.5492 | 0.6280 | 0.7925 |
273
+ | No log | 6.3429 | 444 | 0.6174 | 0.5713 | 0.6174 | 0.7858 |
274
+ | No log | 6.3714 | 446 | 0.6111 | 0.6196 | 0.6111 | 0.7817 |
275
+ | No log | 6.4 | 448 | 0.6184 | 0.5784 | 0.6184 | 0.7864 |
276
+ | No log | 6.4286 | 450 | 0.6217 | 0.6501 | 0.6217 | 0.7885 |
277
+ | No log | 6.4571 | 452 | 0.6147 | 0.6536 | 0.6147 | 0.7840 |
278
+ | No log | 6.4857 | 454 | 0.6006 | 0.6581 | 0.6006 | 0.7750 |
279
+ | No log | 6.5143 | 456 | 0.5935 | 0.6581 | 0.5935 | 0.7704 |
280
+ | No log | 6.5429 | 458 | 0.5911 | 0.6619 | 0.5911 | 0.7688 |
281
+ | No log | 6.5714 | 460 | 0.5961 | 0.6347 | 0.5961 | 0.7721 |
282
+ | No log | 6.6 | 462 | 0.5940 | 0.6649 | 0.5940 | 0.7707 |
283
+ | No log | 6.6286 | 464 | 0.5981 | 0.6292 | 0.5981 | 0.7734 |
284
+ | No log | 6.6571 | 466 | 0.6154 | 0.6005 | 0.6154 | 0.7845 |
285
+ | No log | 6.6857 | 468 | 0.6359 | 0.6080 | 0.6359 | 0.7974 |
286
+ | No log | 6.7143 | 470 | 0.6423 | 0.6416 | 0.6423 | 0.8014 |
287
+ | No log | 6.7429 | 472 | 0.6210 | 0.6667 | 0.6210 | 0.7881 |
288
+ | No log | 6.7714 | 474 | 0.5965 | 0.6788 | 0.5965 | 0.7724 |
289
+ | No log | 6.8 | 476 | 0.6083 | 0.6119 | 0.6083 | 0.7799 |
290
+ | No log | 6.8286 | 478 | 0.6456 | 0.5846 | 0.6456 | 0.8035 |
291
+ | No log | 6.8571 | 480 | 0.6381 | 0.5872 | 0.6381 | 0.7988 |
292
+ | No log | 6.8857 | 482 | 0.6366 | 0.5872 | 0.6366 | 0.7978 |
293
+ | No log | 6.9143 | 484 | 0.6307 | 0.5504 | 0.6307 | 0.7942 |
294
+ | No log | 6.9429 | 486 | 0.6053 | 0.5969 | 0.6053 | 0.7780 |
295
+ | No log | 6.9714 | 488 | 0.5839 | 0.6528 | 0.5839 | 0.7642 |
296
+ | No log | 7.0 | 490 | 0.5775 | 0.6762 | 0.5775 | 0.7599 |
297
+ | No log | 7.0286 | 492 | 0.5855 | 0.6602 | 0.5855 | 0.7652 |
298
+ | No log | 7.0571 | 494 | 0.6207 | 0.6217 | 0.6207 | 0.7878 |
299
+ | No log | 7.0857 | 496 | 0.6439 | 0.6237 | 0.6439 | 0.8024 |
300
+ | No log | 7.1143 | 498 | 0.7355 | 0.5543 | 0.7355 | 0.8576 |
301
+ | 0.2558 | 7.1429 | 500 | 0.7668 | 0.5766 | 0.7668 | 0.8757 |
302
+ | 0.2558 | 7.1714 | 502 | 0.7038 | 0.5173 | 0.7038 | 0.8389 |
303
+ | 0.2558 | 7.2 | 504 | 0.6575 | 0.5131 | 0.6575 | 0.8108 |
304
+ | 0.2558 | 7.2286 | 506 | 0.6434 | 0.5247 | 0.6434 | 0.8021 |
305
+ | 0.2558 | 7.2571 | 508 | 0.6310 | 0.5343 | 0.6310 | 0.7944 |
306
+ | 0.2558 | 7.2857 | 510 | 0.6254 | 0.5357 | 0.6254 | 0.7908 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions