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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_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: 0.8997
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- - Qwk: 0.3506
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- - Mse: 0.8997
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- - Rmse: 0.9485
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  ## Model description
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@@ -47,263 +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 | 0.1667 | 2 | 3.9498 | -0.0092 | 3.9498 | 1.9874 |
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- | No log | 0.3333 | 4 | 2.3184 | 0.0458 | 2.3184 | 1.5226 |
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- | No log | 0.5 | 6 | 1.6172 | 0.0203 | 1.6172 | 1.2717 |
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- | No log | 0.6667 | 8 | 1.1891 | 0.2409 | 1.1891 | 1.0905 |
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- | No log | 0.8333 | 10 | 1.1480 | 0.1447 | 1.1480 | 1.0714 |
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- | No log | 1.0 | 12 | 1.4367 | -0.1723 | 1.4367 | 1.1986 |
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- | No log | 1.1667 | 14 | 1.4062 | -0.1723 | 1.4062 | 1.1858 |
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- | No log | 1.3333 | 16 | 1.2486 | 0.0293 | 1.2486 | 1.1174 |
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- | No log | 1.5 | 18 | 1.2032 | 0.0510 | 1.2032 | 1.0969 |
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- | No log | 1.6667 | 20 | 1.1397 | 0.0950 | 1.1397 | 1.0676 |
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- | No log | 1.8333 | 22 | 1.1040 | 0.1284 | 1.1040 | 1.0507 |
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- | No log | 2.0 | 24 | 1.0984 | 0.2391 | 1.0984 | 1.0481 |
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- | No log | 2.1667 | 26 | 1.0753 | 0.1997 | 1.0753 | 1.0370 |
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- | No log | 2.3333 | 28 | 1.1075 | 0.1240 | 1.1075 | 1.0524 |
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- | No log | 2.5 | 30 | 1.1261 | 0.1416 | 1.1261 | 1.0612 |
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- | No log | 2.6667 | 32 | 1.0701 | 0.1603 | 1.0701 | 1.0345 |
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- | No log | 2.8333 | 34 | 1.1455 | 0.0672 | 1.1455 | 1.0703 |
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- | No log | 3.0 | 36 | 1.2468 | 0.1142 | 1.2468 | 1.1166 |
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- | No log | 3.1667 | 38 | 1.1044 | 0.1028 | 1.1044 | 1.0509 |
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- | No log | 3.3333 | 40 | 1.0260 | 0.2819 | 1.0260 | 1.0129 |
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- | No log | 3.5 | 42 | 1.2137 | 0.3571 | 1.2137 | 1.1017 |
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- | No log | 3.6667 | 44 | 1.0819 | 0.3222 | 1.0819 | 1.0401 |
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- | No log | 3.8333 | 46 | 0.9560 | 0.2910 | 0.9560 | 0.9777 |
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- | No log | 4.0 | 48 | 0.9549 | 0.2596 | 0.9549 | 0.9772 |
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- | No log | 4.1667 | 50 | 0.9896 | 0.2842 | 0.9896 | 0.9948 |
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- | No log | 4.3333 | 52 | 1.0492 | 0.3543 | 1.0492 | 1.0243 |
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- | No log | 4.5 | 54 | 1.0133 | 0.3293 | 1.0133 | 1.0066 |
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- | No log | 4.6667 | 56 | 0.9882 | 0.2933 | 0.9882 | 0.9941 |
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- | No log | 4.8333 | 58 | 1.0347 | 0.2834 | 1.0347 | 1.0172 |
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- | No log | 5.0 | 60 | 0.9738 | 0.2812 | 0.9738 | 0.9868 |
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- | No log | 5.1667 | 62 | 0.9905 | 0.3493 | 0.9905 | 0.9953 |
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- | No log | 5.3333 | 64 | 1.0621 | 0.3992 | 1.0621 | 1.0306 |
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- | No log | 5.5 | 66 | 1.0046 | 0.2974 | 1.0046 | 1.0023 |
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- | No log | 5.6667 | 68 | 1.0004 | 0.3211 | 1.0004 | 1.0002 |
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- | No log | 5.8333 | 70 | 1.1116 | 0.3158 | 1.1116 | 1.0543 |
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- | No log | 6.0 | 72 | 1.0993 | 0.3237 | 1.0993 | 1.0485 |
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- | No log | 6.1667 | 74 | 0.9498 | 0.3078 | 0.9498 | 0.9746 |
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- | No log | 6.3333 | 76 | 1.0064 | 0.3959 | 1.0064 | 1.0032 |
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- | No log | 6.5 | 78 | 1.0303 | 0.3543 | 1.0303 | 1.0150 |
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- | No log | 6.6667 | 80 | 0.9152 | 0.3112 | 0.9152 | 0.9567 |
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- | No log | 6.8333 | 82 | 0.9000 | 0.3467 | 0.9000 | 0.9487 |
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- | No log | 7.0 | 84 | 0.9004 | 0.3446 | 0.9004 | 0.9489 |
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- | No log | 7.1667 | 86 | 1.0037 | 0.3556 | 1.0037 | 1.0018 |
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- | No log | 7.3333 | 88 | 1.2115 | 0.1597 | 1.2115 | 1.1007 |
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- | No log | 7.5 | 90 | 1.1168 | 0.2171 | 1.1168 | 1.0568 |
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- | No log | 7.6667 | 92 | 1.0016 | 0.1573 | 1.0016 | 1.0008 |
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- | No log | 7.8333 | 94 | 1.0050 | 0.1893 | 1.0050 | 1.0025 |
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- | No log | 8.0 | 96 | 0.9709 | 0.3631 | 0.9709 | 0.9853 |
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- | No log | 8.1667 | 98 | 0.9284 | 0.2229 | 0.9284 | 0.9635 |
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- | No log | 8.3333 | 100 | 0.9176 | 0.3293 | 0.9176 | 0.9579 |
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- | No log | 8.5 | 102 | 0.9181 | 0.3209 | 0.9181 | 0.9582 |
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- | No log | 8.6667 | 104 | 0.9497 | 0.2254 | 0.9497 | 0.9745 |
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- | No log | 8.8333 | 106 | 0.9563 | 0.2910 | 0.9563 | 0.9779 |
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- | No log | 9.0 | 108 | 0.9980 | 0.3188 | 0.9980 | 0.9990 |
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- | No log | 9.1667 | 110 | 0.9879 | 0.3070 | 0.9879 | 0.9939 |
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- | No log | 9.3333 | 112 | 0.9751 | 0.1867 | 0.9751 | 0.9875 |
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- | No log | 9.5 | 114 | 1.0413 | 0.3066 | 1.0413 | 1.0204 |
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- | No log | 9.6667 | 116 | 0.9659 | 0.2923 | 0.9659 | 0.9828 |
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- | No log | 9.8333 | 118 | 0.9320 | 0.3474 | 0.9320 | 0.9654 |
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- | No log | 10.0 | 120 | 1.0570 | 0.4068 | 1.0570 | 1.0281 |
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- | No log | 10.1667 | 122 | 1.0312 | 0.3577 | 1.0312 | 1.0155 |
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- | No log | 10.3333 | 124 | 0.8946 | 0.3721 | 0.8946 | 0.9459 |
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- | No log | 10.5 | 126 | 0.9153 | 0.3700 | 0.9153 | 0.9567 |
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- | No log | 10.6667 | 128 | 0.9133 | 0.3056 | 0.9133 | 0.9557 |
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- | No log | 10.8333 | 130 | 0.9237 | 0.2865 | 0.9237 | 0.9611 |
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- | No log | 11.0 | 132 | 0.9361 | 0.3583 | 0.9361 | 0.9675 |
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- | No log | 11.1667 | 134 | 0.9333 | 0.2528 | 0.9333 | 0.9661 |
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- | No log | 11.3333 | 136 | 0.9188 | 0.2473 | 0.9188 | 0.9586 |
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- | No log | 11.5 | 138 | 0.9040 | 0.2911 | 0.9040 | 0.9508 |
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- | No log | 11.6667 | 140 | 0.9545 | 0.2593 | 0.9545 | 0.9770 |
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- | No log | 11.8333 | 142 | 0.9881 | 0.2616 | 0.9881 | 0.9940 |
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- | No log | 12.0 | 144 | 0.9298 | 0.2667 | 0.9298 | 0.9643 |
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- | No log | 12.1667 | 146 | 0.9416 | 0.4257 | 0.9416 | 0.9704 |
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- | No log | 12.3333 | 148 | 0.9460 | 0.4241 | 0.9460 | 0.9726 |
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- | No log | 12.5 | 150 | 0.9031 | 0.2932 | 0.9031 | 0.9503 |
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- | No log | 12.6667 | 152 | 0.9159 | 0.2879 | 0.9159 | 0.9570 |
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- | No log | 12.8333 | 154 | 0.9184 | 0.3196 | 0.9184 | 0.9583 |
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- | No log | 13.0 | 156 | 0.8766 | 0.3661 | 0.8766 | 0.9363 |
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- | No log | 13.1667 | 158 | 0.8709 | 0.3622 | 0.8709 | 0.9332 |
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- | No log | 13.3333 | 160 | 0.8895 | 0.3544 | 0.8895 | 0.9431 |
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- | No log | 13.5 | 162 | 0.8951 | 0.3257 | 0.8951 | 0.9461 |
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- | No log | 13.6667 | 164 | 0.8865 | 0.3215 | 0.8865 | 0.9415 |
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- | No log | 13.8333 | 166 | 0.8808 | 0.3229 | 0.8808 | 0.9385 |
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- | No log | 14.0 | 168 | 0.8727 | 0.3236 | 0.8727 | 0.9342 |
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- | No log | 14.1667 | 170 | 0.8932 | 0.3564 | 0.8932 | 0.9451 |
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- | No log | 14.3333 | 172 | 0.9011 | 0.3700 | 0.9011 | 0.9493 |
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- | No log | 14.5 | 174 | 0.8750 | 0.2788 | 0.8750 | 0.9354 |
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- | No log | 14.6667 | 176 | 0.8981 | 0.3941 | 0.8981 | 0.9477 |
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- | No log | 14.8333 | 178 | 0.9620 | 0.3264 | 0.9620 | 0.9808 |
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- | No log | 15.0 | 180 | 0.9409 | 0.3802 | 0.9409 | 0.9700 |
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- | No log | 15.1667 | 182 | 0.9159 | 0.4336 | 0.9159 | 0.9571 |
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- | No log | 15.3333 | 184 | 0.9123 | 0.4336 | 0.9123 | 0.9552 |
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- | No log | 15.5 | 186 | 0.8879 | 0.3799 | 0.8879 | 0.9423 |
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- | No log | 15.6667 | 188 | 0.8704 | 0.2812 | 0.8704 | 0.9330 |
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- | No log | 15.8333 | 190 | 0.8687 | 0.2974 | 0.8687 | 0.9320 |
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- | No log | 16.0 | 192 | 0.8868 | 0.4713 | 0.8868 | 0.9417 |
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- | No log | 16.1667 | 194 | 0.8984 | 0.4713 | 0.8984 | 0.9479 |
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- | No log | 16.3333 | 196 | 0.8429 | 0.3398 | 0.8429 | 0.9181 |
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- | No log | 16.5 | 198 | 0.8304 | 0.3685 | 0.8304 | 0.9112 |
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- | No log | 16.6667 | 200 | 0.8275 | 0.3476 | 0.8275 | 0.9097 |
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- | No log | 16.8333 | 202 | 0.8296 | 0.3476 | 0.8296 | 0.9108 |
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- | No log | 17.0 | 204 | 0.8351 | 0.3033 | 0.8351 | 0.9138 |
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- | No log | 17.1667 | 206 | 0.8504 | 0.3819 | 0.8504 | 0.9222 |
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- | No log | 17.3333 | 208 | 0.8248 | 0.3717 | 0.8248 | 0.9082 |
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- | No log | 17.5 | 210 | 0.8406 | 0.4277 | 0.8406 | 0.9168 |
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- | No log | 17.6667 | 212 | 0.8406 | 0.4866 | 0.8406 | 0.9169 |
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- | No log | 17.8333 | 214 | 0.8142 | 0.5010 | 0.8142 | 0.9023 |
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- | No log | 18.0 | 216 | 0.9927 | 0.4472 | 0.9927 | 0.9964 |
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- | No log | 18.1667 | 218 | 1.1513 | 0.4332 | 1.1513 | 1.0730 |
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- | No log | 18.3333 | 220 | 1.0477 | 0.4115 | 1.0477 | 1.0236 |
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- | No log | 18.5 | 222 | 0.8788 | 0.3958 | 0.8788 | 0.9374 |
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- | No log | 18.6667 | 224 | 0.8510 | 0.3476 | 0.8510 | 0.9225 |
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- | No log | 18.8333 | 226 | 0.8806 | 0.3222 | 0.8806 | 0.9384 |
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- | No log | 19.0 | 228 | 0.8736 | 0.3056 | 0.8736 | 0.9347 |
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- | No log | 19.1667 | 230 | 0.8650 | 0.3011 | 0.8650 | 0.9301 |
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- | No log | 19.3333 | 232 | 0.8838 | 0.3112 | 0.8838 | 0.9401 |
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- | No log | 19.5 | 234 | 0.9387 | 0.3207 | 0.9387 | 0.9689 |
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- | No log | 19.6667 | 236 | 0.9466 | 0.3523 | 0.9466 | 0.9730 |
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- | No log | 19.8333 | 238 | 0.9385 | 0.2647 | 0.9385 | 0.9688 |
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- | No log | 20.0 | 240 | 0.9094 | 0.2988 | 0.9094 | 0.9536 |
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- | No log | 20.1667 | 242 | 0.9068 | 0.2988 | 0.9068 | 0.9523 |
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- | No log | 20.3333 | 244 | 0.9255 | 0.3506 | 0.9255 | 0.9620 |
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- | No log | 20.5 | 246 | 0.9552 | 0.2771 | 0.9552 | 0.9773 |
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- | No log | 20.6667 | 248 | 0.9737 | 0.3063 | 0.9737 | 0.9868 |
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- | No log | 20.8333 | 250 | 0.9504 | 0.4075 | 0.9504 | 0.9749 |
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- | No log | 21.0 | 252 | 0.8852 | 0.3393 | 0.8852 | 0.9409 |
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- | No log | 21.1667 | 254 | 0.8481 | 0.4097 | 0.8481 | 0.9209 |
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- | No log | 21.3333 | 256 | 0.8392 | 0.3838 | 0.8392 | 0.9161 |
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- | No log | 21.5 | 258 | 0.8349 | 0.4241 | 0.8349 | 0.9137 |
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- | No log | 21.6667 | 260 | 0.8311 | 0.3548 | 0.8311 | 0.9116 |
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- | No log | 21.8333 | 262 | 0.8302 | 0.3942 | 0.8302 | 0.9112 |
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- | No log | 22.0 | 264 | 0.8472 | 0.4204 | 0.8472 | 0.9204 |
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- | No log | 22.1667 | 266 | 0.8945 | 0.4958 | 0.8945 | 0.9458 |
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- | No log | 22.3333 | 268 | 0.8830 | 0.4973 | 0.8830 | 0.9397 |
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- | No log | 22.5 | 270 | 0.8822 | 0.4730 | 0.8822 | 0.9392 |
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- | No log | 22.6667 | 272 | 0.8875 | 0.4730 | 0.8875 | 0.9421 |
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- | No log | 22.8333 | 274 | 0.8949 | 0.3631 | 0.8949 | 0.9460 |
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- | No log | 23.0 | 276 | 0.8780 | 0.3922 | 0.8780 | 0.9370 |
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- | No log | 23.1667 | 278 | 0.8621 | 0.3797 | 0.8621 | 0.9285 |
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- | No log | 23.3333 | 280 | 0.8539 | 0.3403 | 0.8539 | 0.9240 |
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- | No log | 23.5 | 282 | 0.8553 | 0.3569 | 0.8553 | 0.9248 |
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- | No log | 23.6667 | 284 | 0.8490 | 0.3610 | 0.8490 | 0.9214 |
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- | No log | 23.8333 | 286 | 0.8389 | 0.3301 | 0.8389 | 0.9159 |
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- | No log | 24.0 | 288 | 0.8332 | 0.3301 | 0.8332 | 0.9128 |
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- | No log | 24.1667 | 290 | 0.8272 | 0.3301 | 0.8272 | 0.9095 |
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- | No log | 24.3333 | 292 | 0.8297 | 0.3733 | 0.8297 | 0.9109 |
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- | No log | 24.5 | 294 | 0.8270 | 0.3693 | 0.8270 | 0.9094 |
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- | No log | 24.6667 | 296 | 0.8293 | 0.3693 | 0.8293 | 0.9106 |
200
- | No log | 24.8333 | 298 | 0.8341 | 0.3403 | 0.8341 | 0.9133 |
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- | No log | 25.0 | 300 | 0.8464 | 0.3797 | 0.8464 | 0.9200 |
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- | No log | 25.1667 | 302 | 0.8360 | 0.3403 | 0.8360 | 0.9143 |
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- | No log | 25.3333 | 304 | 0.8401 | 0.3200 | 0.8401 | 0.9166 |
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- | No log | 25.5 | 306 | 0.8753 | 0.2366 | 0.8753 | 0.9356 |
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- | No log | 25.6667 | 308 | 0.8770 | 0.2366 | 0.8770 | 0.9365 |
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- | No log | 25.8333 | 310 | 0.8518 | 0.3200 | 0.8518 | 0.9229 |
207
- | No log | 26.0 | 312 | 0.8480 | 0.3548 | 0.8480 | 0.9209 |
208
- | No log | 26.1667 | 314 | 0.8510 | 0.3697 | 0.8510 | 0.9225 |
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- | No log | 26.3333 | 316 | 0.8443 | 0.3403 | 0.8443 | 0.9188 |
210
- | No log | 26.5 | 318 | 0.8355 | 0.3569 | 0.8355 | 0.9141 |
211
- | No log | 26.6667 | 320 | 0.8312 | 0.3583 | 0.8312 | 0.9117 |
212
- | No log | 26.8333 | 322 | 0.8171 | 0.4248 | 0.8171 | 0.9039 |
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- | No log | 27.0 | 324 | 0.8187 | 0.3673 | 0.8187 | 0.9048 |
214
- | No log | 27.1667 | 326 | 0.8196 | 0.3673 | 0.8196 | 0.9053 |
215
- | No log | 27.3333 | 328 | 0.8133 | 0.3673 | 0.8133 | 0.9018 |
216
- | No log | 27.5 | 330 | 0.8096 | 0.3817 | 0.8096 | 0.8998 |
217
- | No log | 27.6667 | 332 | 0.8243 | 0.3528 | 0.8243 | 0.9079 |
218
- | No log | 27.8333 | 334 | 0.8353 | 0.4204 | 0.8353 | 0.9139 |
219
- | No log | 28.0 | 336 | 0.8506 | 0.3922 | 0.8506 | 0.9223 |
220
- | No log | 28.1667 | 338 | 0.8407 | 0.3922 | 0.8407 | 0.9169 |
221
- | No log | 28.3333 | 340 | 0.8223 | 0.3693 | 0.8223 | 0.9068 |
222
- | No log | 28.5 | 342 | 0.8233 | 0.3837 | 0.8233 | 0.9074 |
223
- | No log | 28.6667 | 344 | 0.8146 | 0.3837 | 0.8146 | 0.9025 |
224
- | No log | 28.8333 | 346 | 0.8260 | 0.3979 | 0.8260 | 0.9088 |
225
- | No log | 29.0 | 348 | 0.8281 | 0.3979 | 0.8281 | 0.9100 |
226
- | No log | 29.1667 | 350 | 0.8279 | 0.2956 | 0.8279 | 0.9099 |
227
- | No log | 29.3333 | 352 | 0.8555 | 0.3243 | 0.8555 | 0.9249 |
228
- | No log | 29.5 | 354 | 0.8617 | 0.2834 | 0.8617 | 0.9283 |
229
- | No log | 29.6667 | 356 | 0.8877 | 0.3403 | 0.8877 | 0.9422 |
230
- | No log | 29.8333 | 358 | 0.9507 | 0.3663 | 0.9507 | 0.9751 |
231
- | No log | 30.0 | 360 | 0.9879 | 0.3531 | 0.9879 | 0.9940 |
232
- | No log | 30.1667 | 362 | 0.9674 | 0.3383 | 0.9674 | 0.9836 |
233
- | No log | 30.3333 | 364 | 0.9059 | 0.3506 | 0.9059 | 0.9518 |
234
- | No log | 30.5 | 366 | 0.8818 | 0.3403 | 0.8818 | 0.9390 |
235
- | No log | 30.6667 | 368 | 0.8709 | 0.3403 | 0.8709 | 0.9332 |
236
- | No log | 30.8333 | 370 | 0.8960 | 0.4729 | 0.8960 | 0.9466 |
237
- | No log | 31.0 | 372 | 0.9517 | 0.4335 | 0.9517 | 0.9755 |
238
- | No log | 31.1667 | 374 | 0.9975 | 0.4098 | 0.9975 | 0.9988 |
239
- | No log | 31.3333 | 376 | 0.9969 | 0.4681 | 0.9969 | 0.9984 |
240
- | No log | 31.5 | 378 | 0.9531 | 0.3782 | 0.9531 | 0.9763 |
241
- | No log | 31.6667 | 380 | 0.8894 | 0.3922 | 0.8894 | 0.9431 |
242
- | No log | 31.8333 | 382 | 0.8537 | 0.3266 | 0.8537 | 0.9240 |
243
- | No log | 32.0 | 384 | 0.8646 | 0.2366 | 0.8646 | 0.9299 |
244
- | No log | 32.1667 | 386 | 0.8640 | 0.2366 | 0.8640 | 0.9295 |
245
- | No log | 32.3333 | 388 | 0.8491 | 0.2888 | 0.8491 | 0.9215 |
246
- | No log | 32.5 | 390 | 0.8515 | 0.3403 | 0.8515 | 0.9227 |
247
- | No log | 32.6667 | 392 | 0.8877 | 0.3941 | 0.8877 | 0.9422 |
248
- | No log | 32.8333 | 394 | 0.9336 | 0.3921 | 0.9336 | 0.9662 |
249
- | No log | 33.0 | 396 | 0.9479 | 0.2674 | 0.9479 | 0.9736 |
250
- | No log | 33.1667 | 398 | 0.9374 | 0.2819 | 0.9374 | 0.9682 |
251
- | No log | 33.3333 | 400 | 0.9189 | 0.3372 | 0.9189 | 0.9586 |
252
- | No log | 33.5 | 402 | 0.8885 | 0.3631 | 0.8885 | 0.9426 |
253
- | No log | 33.6667 | 404 | 0.8574 | 0.3797 | 0.8574 | 0.9260 |
254
- | No log | 33.8333 | 406 | 0.8415 | 0.3961 | 0.8415 | 0.9173 |
255
- | No log | 34.0 | 408 | 0.8424 | 0.2956 | 0.8424 | 0.9178 |
256
- | No log | 34.1667 | 410 | 0.8427 | 0.2956 | 0.8427 | 0.9180 |
257
- | No log | 34.3333 | 412 | 0.8318 | 0.3713 | 0.8318 | 0.9121 |
258
- | No log | 34.5 | 414 | 0.8569 | 0.4490 | 0.8569 | 0.9257 |
259
- | No log | 34.6667 | 416 | 0.9206 | 0.4595 | 0.9206 | 0.9595 |
260
- | No log | 34.8333 | 418 | 0.9635 | 0.4828 | 0.9635 | 0.9816 |
261
- | No log | 35.0 | 420 | 0.9528 | 0.4318 | 0.9528 | 0.9761 |
262
- | No log | 35.1667 | 422 | 0.9251 | 0.3506 | 0.9251 | 0.9618 |
263
- | No log | 35.3333 | 424 | 0.9049 | 0.3922 | 0.9049 | 0.9513 |
264
- | No log | 35.5 | 426 | 0.8927 | 0.3797 | 0.8927 | 0.9448 |
265
- | No log | 35.6667 | 428 | 0.8856 | 0.3797 | 0.8856 | 0.9411 |
266
- | No log | 35.8333 | 430 | 0.8969 | 0.3922 | 0.8969 | 0.9470 |
267
- | No log | 36.0 | 432 | 0.9392 | 0.3631 | 0.9392 | 0.9691 |
268
- | No log | 36.1667 | 434 | 1.0144 | 0.2819 | 1.0144 | 1.0072 |
269
- | No log | 36.3333 | 436 | 1.0267 | 0.3063 | 1.0267 | 1.0132 |
270
- | No log | 36.5 | 438 | 0.9861 | 0.2771 | 0.9861 | 0.9930 |
271
- | No log | 36.6667 | 440 | 0.9671 | 0.2771 | 0.9671 | 0.9834 |
272
- | No log | 36.8333 | 442 | 0.9717 | 0.2771 | 0.9717 | 0.9857 |
273
- | No log | 37.0 | 444 | 0.9838 | 0.2771 | 0.9838 | 0.9919 |
274
- | No log | 37.1667 | 446 | 0.9744 | 0.2771 | 0.9744 | 0.9871 |
275
- | No log | 37.3333 | 448 | 0.9426 | 0.3198 | 0.9426 | 0.9709 |
276
- | No log | 37.5 | 450 | 0.9437 | 0.3198 | 0.9437 | 0.9715 |
277
- | No log | 37.6667 | 452 | 0.9278 | 0.3198 | 0.9278 | 0.9632 |
278
- | No log | 37.8333 | 454 | 0.9303 | 0.3506 | 0.9303 | 0.9645 |
279
- | No log | 38.0 | 456 | 0.9197 | 0.3922 | 0.9197 | 0.9590 |
280
- | No log | 38.1667 | 458 | 0.9212 | 0.3506 | 0.9212 | 0.9598 |
281
- | No log | 38.3333 | 460 | 0.9395 | 0.3089 | 0.9395 | 0.9693 |
282
- | No log | 38.5 | 462 | 0.9654 | 0.3214 | 0.9654 | 0.9826 |
283
- | No log | 38.6667 | 464 | 0.9814 | 0.3089 | 0.9814 | 0.9907 |
284
- | No log | 38.8333 | 466 | 0.9725 | 0.3089 | 0.9725 | 0.9861 |
285
- | No log | 39.0 | 468 | 0.9478 | 0.3089 | 0.9478 | 0.9736 |
286
- | No log | 39.1667 | 470 | 0.9064 | 0.3797 | 0.9064 | 0.9520 |
287
- | No log | 39.3333 | 472 | 0.8911 | 0.3548 | 0.8911 | 0.9440 |
288
- | No log | 39.5 | 474 | 0.8850 | 0.3548 | 0.8850 | 0.9407 |
289
- | No log | 39.6667 | 476 | 0.8978 | 0.3548 | 0.8978 | 0.9475 |
290
- | No log | 39.8333 | 478 | 0.9208 | 0.3797 | 0.9208 | 0.9596 |
291
- | No log | 40.0 | 480 | 0.9554 | 0.2671 | 0.9554 | 0.9775 |
292
- | No log | 40.1667 | 482 | 0.9818 | 0.2698 | 0.9818 | 0.9909 |
293
- | No log | 40.3333 | 484 | 0.9855 | 0.2698 | 0.9855 | 0.9927 |
294
- | No log | 40.5 | 486 | 0.9646 | 0.2671 | 0.9646 | 0.9822 |
295
- | No log | 40.6667 | 488 | 0.9327 | 0.3797 | 0.9327 | 0.9657 |
296
- | No log | 40.8333 | 490 | 0.9120 | 0.3243 | 0.9120 | 0.9550 |
297
- | No log | 41.0 | 492 | 0.8990 | 0.3243 | 0.8990 | 0.9482 |
298
- | No log | 41.1667 | 494 | 0.8883 | 0.3117 | 0.8883 | 0.9425 |
299
- | No log | 41.3333 | 496 | 0.8839 | 0.3243 | 0.8839 | 0.9401 |
300
- | No log | 41.5 | 498 | 0.8989 | 0.4067 | 0.8989 | 0.9481 |
301
- | 0.2088 | 41.6667 | 500 | 0.9187 | 0.3506 | 0.9187 | 0.9585 |
302
- | 0.2088 | 41.8333 | 502 | 0.9288 | 0.3506 | 0.9288 | 0.9638 |
303
- | 0.2088 | 42.0 | 504 | 0.9304 | 0.3506 | 0.9304 | 0.9646 |
304
- | 0.2088 | 42.1667 | 506 | 0.9410 | 0.3089 | 0.9410 | 0.9701 |
305
- | 0.2088 | 42.3333 | 508 | 0.9253 | 0.3506 | 0.9253 | 0.9619 |
306
- | 0.2088 | 42.5 | 510 | 0.8997 | 0.3506 | 0.8997 | 0.9485 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_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: 0.9894
19
+ - Qwk: 0.2879
20
+ - Mse: 0.9894
21
+ - Rmse: 0.9947
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 4.0397 | 0.0130 | 4.0397 | 2.0099 |
53
+ | No log | 0.2222 | 4 | 2.2451 | 0.0093 | 2.2451 | 1.4984 |
54
+ | No log | 0.3333 | 6 | 1.6097 | 0.0958 | 1.6097 | 1.2688 |
55
+ | No log | 0.4444 | 8 | 1.2168 | 0.1725 | 1.2168 | 1.1031 |
56
+ | No log | 0.5556 | 10 | 1.1961 | 0.0741 | 1.1961 | 1.0937 |
57
+ | No log | 0.6667 | 12 | 1.1835 | 0.1675 | 1.1835 | 1.0879 |
58
+ | No log | 0.7778 | 14 | 1.1594 | 0.1918 | 1.1594 | 1.0768 |
59
+ | No log | 0.8889 | 16 | 1.1410 | 0.1573 | 1.1410 | 1.0682 |
60
+ | No log | 1.0 | 18 | 1.1779 | 0.3352 | 1.1779 | 1.0853 |
61
+ | No log | 1.1111 | 20 | 1.3286 | 0.2515 | 1.3286 | 1.1526 |
62
+ | No log | 1.2222 | 22 | 1.5540 | 0.1989 | 1.5540 | 1.2466 |
63
+ | No log | 1.3333 | 24 | 1.7438 | 0.1628 | 1.7438 | 1.3205 |
64
+ | No log | 1.4444 | 26 | 1.2049 | 0.3069 | 1.2049 | 1.0977 |
65
+ | No log | 1.5556 | 28 | 0.9959 | 0.3266 | 0.9959 | 0.9979 |
66
+ | No log | 1.6667 | 30 | 0.9924 | 0.2667 | 0.9924 | 0.9962 |
67
+ | No log | 1.7778 | 32 | 1.0066 | 0.1585 | 1.0066 | 1.0033 |
68
+ | No log | 1.8889 | 34 | 1.0656 | 0.2693 | 1.0656 | 1.0323 |
69
+ | No log | 2.0 | 36 | 1.0938 | 0.3835 | 1.0938 | 1.0459 |
70
+ | No log | 2.1111 | 38 | 1.0799 | 0.3741 | 1.0799 | 1.0392 |
71
+ | No log | 2.2222 | 40 | 1.1146 | 0.3727 | 1.1146 | 1.0558 |
72
+ | No log | 2.3333 | 42 | 1.2662 | 0.2087 | 1.2662 | 1.1253 |
73
+ | No log | 2.4444 | 44 | 1.6048 | 0.2060 | 1.6048 | 1.2668 |
74
+ | No log | 2.5556 | 46 | 1.7842 | 0.1187 | 1.7842 | 1.3357 |
75
+ | No log | 2.6667 | 48 | 1.4857 | 0.2060 | 1.4857 | 1.2189 |
76
+ | No log | 2.7778 | 50 | 1.1576 | 0.2647 | 1.1576 | 1.0759 |
77
+ | No log | 2.8889 | 52 | 1.0826 | 0.3495 | 1.0826 | 1.0405 |
78
+ | No log | 3.0 | 54 | 1.2076 | 0.2716 | 1.2076 | 1.0989 |
79
+ | No log | 3.1111 | 56 | 1.3298 | 0.2169 | 1.3298 | 1.1532 |
80
+ | No log | 3.2222 | 58 | 1.3234 | 0.2120 | 1.3234 | 1.1504 |
81
+ | No log | 3.3333 | 60 | 1.3951 | 0.1518 | 1.3951 | 1.1812 |
82
+ | No log | 3.4444 | 62 | 1.5050 | 0.1993 | 1.5050 | 1.2268 |
83
+ | No log | 3.5556 | 64 | 1.7182 | 0.2664 | 1.7182 | 1.3108 |
84
+ | No log | 3.6667 | 66 | 1.7522 | 0.2755 | 1.7522 | 1.3237 |
85
+ | No log | 3.7778 | 68 | 1.6499 | 0.2354 | 1.6499 | 1.2845 |
86
+ | No log | 3.8889 | 70 | 1.4691 | 0.2235 | 1.4691 | 1.2121 |
87
+ | No log | 4.0 | 72 | 1.5635 | 0.1760 | 1.5635 | 1.2504 |
88
+ | No log | 4.1111 | 74 | 1.5054 | 0.1736 | 1.5054 | 1.2269 |
89
+ | No log | 4.2222 | 76 | 1.4898 | 0.1647 | 1.4898 | 1.2206 |
90
+ | No log | 4.3333 | 78 | 1.4729 | 0.1846 | 1.4729 | 1.2136 |
91
+ | No log | 4.4444 | 80 | 1.8197 | 0.1465 | 1.8197 | 1.3490 |
92
+ | No log | 4.5556 | 82 | 2.6220 | 0.1349 | 2.6220 | 1.6193 |
93
+ | No log | 4.6667 | 84 | 2.6616 | 0.1283 | 2.6616 | 1.6315 |
94
+ | No log | 4.7778 | 86 | 1.8845 | 0.1698 | 1.8845 | 1.3728 |
95
+ | No log | 4.8889 | 88 | 1.3446 | 0.2174 | 1.3446 | 1.1596 |
96
+ | No log | 5.0 | 90 | 1.2172 | 0.2583 | 1.2172 | 1.1033 |
97
+ | No log | 5.1111 | 92 | 1.1679 | 0.2463 | 1.1679 | 1.0807 |
98
+ | No log | 5.2222 | 94 | 1.2293 | 0.2754 | 1.2293 | 1.1087 |
99
+ | No log | 5.3333 | 96 | 1.2739 | 0.2958 | 1.2739 | 1.1287 |
100
+ | No log | 5.4444 | 98 | 1.2357 | 0.2731 | 1.2357 | 1.1116 |
101
+ | No log | 5.5556 | 100 | 1.1652 | 0.2221 | 1.1652 | 1.0794 |
102
+ | No log | 5.6667 | 102 | 1.1288 | 0.2347 | 1.1288 | 1.0625 |
103
+ | No log | 5.7778 | 104 | 1.1859 | 0.2543 | 1.1859 | 1.0890 |
104
+ | No log | 5.8889 | 106 | 1.3475 | 0.3090 | 1.3475 | 1.1608 |
105
+ | No log | 6.0 | 108 | 1.4666 | 0.3090 | 1.4666 | 1.2110 |
106
+ | No log | 6.1111 | 110 | 1.4349 | 0.3090 | 1.4349 | 1.1979 |
107
+ | No log | 6.2222 | 112 | 1.3623 | 0.3045 | 1.3623 | 1.1672 |
108
+ | No log | 6.3333 | 114 | 1.4400 | 0.2728 | 1.4400 | 1.2000 |
109
+ | No log | 6.4444 | 116 | 1.4419 | 0.2763 | 1.4419 | 1.2008 |
110
+ | No log | 6.5556 | 118 | 1.2191 | 0.3165 | 1.2191 | 1.1041 |
111
+ | No log | 6.6667 | 120 | 1.0960 | 0.2657 | 1.0960 | 1.0469 |
112
+ | No log | 6.7778 | 122 | 1.0782 | 0.4328 | 1.0782 | 1.0384 |
113
+ | No log | 6.8889 | 124 | 1.0470 | 0.4094 | 1.0470 | 1.0232 |
114
+ | No log | 7.0 | 126 | 0.9815 | 0.4232 | 0.9815 | 0.9907 |
115
+ | No log | 7.1111 | 128 | 0.9819 | 0.4154 | 0.9819 | 0.9909 |
116
+ | No log | 7.2222 | 130 | 1.0037 | 0.3973 | 1.0037 | 1.0019 |
117
+ | No log | 7.3333 | 132 | 1.0038 | 0.3707 | 1.0038 | 1.0019 |
118
+ | No log | 7.4444 | 134 | 1.0207 | 0.3628 | 1.0207 | 1.0103 |
119
+ | No log | 7.5556 | 136 | 1.0728 | 0.4230 | 1.0728 | 1.0358 |
120
+ | No log | 7.6667 | 138 | 1.0774 | 0.4331 | 1.0774 | 1.0380 |
121
+ | No log | 7.7778 | 140 | 1.0266 | 0.3968 | 1.0266 | 1.0132 |
122
+ | No log | 7.8889 | 142 | 1.0130 | 0.4102 | 1.0130 | 1.0065 |
123
+ | No log | 8.0 | 144 | 1.0000 | 0.3840 | 1.0000 | 1.0000 |
124
+ | No log | 8.1111 | 146 | 0.9750 | 0.3804 | 0.9750 | 0.9874 |
125
+ | No log | 8.2222 | 148 | 0.9623 | 0.3437 | 0.9623 | 0.9810 |
126
+ | No log | 8.3333 | 150 | 0.9602 | 0.3437 | 0.9602 | 0.9799 |
127
+ | No log | 8.4444 | 152 | 0.9310 | 0.4197 | 0.9310 | 0.9649 |
128
+ | No log | 8.5556 | 154 | 0.9438 | 0.4197 | 0.9438 | 0.9715 |
129
+ | No log | 8.6667 | 156 | 0.9458 | 0.3223 | 0.9458 | 0.9725 |
130
+ | No log | 8.7778 | 158 | 0.9243 | 0.3030 | 0.9243 | 0.9614 |
131
+ | No log | 8.8889 | 160 | 0.9178 | 0.4065 | 0.9178 | 0.9580 |
132
+ | No log | 9.0 | 162 | 0.9449 | 0.4517 | 0.9449 | 0.9720 |
133
+ | No log | 9.1111 | 164 | 0.9736 | 0.3819 | 0.9736 | 0.9867 |
134
+ | No log | 9.2222 | 166 | 0.9867 | 0.3902 | 0.9867 | 0.9933 |
135
+ | No log | 9.3333 | 168 | 0.9795 | 0.3966 | 0.9795 | 0.9897 |
136
+ | No log | 9.4444 | 170 | 1.0152 | 0.3035 | 1.0152 | 1.0076 |
137
+ | No log | 9.5556 | 172 | 1.0321 | 0.2447 | 1.0321 | 1.0159 |
138
+ | No log | 9.6667 | 174 | 1.0110 | 0.3855 | 1.0110 | 1.0055 |
139
+ | No log | 9.7778 | 176 | 1.0095 | 0.3424 | 1.0095 | 1.0047 |
140
+ | No log | 9.8889 | 178 | 1.0163 | 0.3853 | 1.0163 | 1.0081 |
141
+ | No log | 10.0 | 180 | 1.0076 | 0.3561 | 1.0076 | 1.0038 |
142
+ | No log | 10.1111 | 182 | 1.0138 | 0.3682 | 1.0138 | 1.0069 |
143
+ | No log | 10.2222 | 184 | 1.0700 | 0.3260 | 1.0700 | 1.0344 |
144
+ | No log | 10.3333 | 186 | 1.1646 | 0.3893 | 1.1646 | 1.0792 |
145
+ | No log | 10.4444 | 188 | 1.0837 | 0.3848 | 1.0837 | 1.0410 |
146
+ | No log | 10.5556 | 190 | 0.9230 | 0.4242 | 0.9230 | 0.9608 |
147
+ | No log | 10.6667 | 192 | 0.9709 | 0.3701 | 0.9709 | 0.9853 |
148
+ | No log | 10.7778 | 194 | 1.1077 | 0.3913 | 1.1077 | 1.0525 |
149
+ | No log | 10.8889 | 196 | 1.1539 | 0.3453 | 1.1539 | 1.0742 |
150
+ | No log | 11.0 | 198 | 1.0861 | 0.3654 | 1.0861 | 1.0422 |
151
+ | No log | 11.1111 | 200 | 0.9867 | 0.375 | 0.9867 | 0.9933 |
152
+ | No log | 11.2222 | 202 | 0.9574 | 0.3097 | 0.9574 | 0.9785 |
153
+ | No log | 11.3333 | 204 | 1.0722 | 0.3784 | 1.0722 | 1.0355 |
154
+ | No log | 11.4444 | 206 | 1.1429 | 0.3590 | 1.1429 | 1.0691 |
155
+ | No log | 11.5556 | 208 | 1.0598 | 0.4176 | 1.0598 | 1.0295 |
156
+ | No log | 11.6667 | 210 | 1.0054 | 0.3820 | 1.0054 | 1.0027 |
157
+ | No log | 11.7778 | 212 | 1.0176 | 0.3947 | 1.0176 | 1.0088 |
158
+ | No log | 11.8889 | 214 | 1.0727 | 0.4215 | 1.0727 | 1.0357 |
159
+ | No log | 12.0 | 216 | 1.0894 | 0.3991 | 1.0894 | 1.0437 |
160
+ | No log | 12.1111 | 218 | 1.0527 | 0.3777 | 1.0527 | 1.0260 |
161
+ | No log | 12.2222 | 220 | 1.0202 | 0.3739 | 1.0202 | 1.0100 |
162
+ | No log | 12.3333 | 222 | 1.0116 | 0.3367 | 1.0116 | 1.0058 |
163
+ | No log | 12.4444 | 224 | 1.0344 | 0.3498 | 1.0344 | 1.0171 |
164
+ | No log | 12.5556 | 226 | 1.0328 | 0.3250 | 1.0328 | 1.0163 |
165
+ | No log | 12.6667 | 228 | 1.0570 | 0.2833 | 1.0570 | 1.0281 |
166
+ | No log | 12.7778 | 230 | 1.0658 | 0.3883 | 1.0658 | 1.0324 |
167
+ | No log | 12.8889 | 232 | 1.0523 | 0.3992 | 1.0523 | 1.0258 |
168
+ | No log | 13.0 | 234 | 1.0121 | 0.3740 | 1.0121 | 1.0061 |
169
+ | No log | 13.1111 | 236 | 1.0193 | 0.3305 | 1.0193 | 1.0096 |
170
+ | No log | 13.2222 | 238 | 1.0771 | 0.3466 | 1.0771 | 1.0378 |
171
+ | No log | 13.3333 | 240 | 1.0713 | 0.3123 | 1.0713 | 1.0350 |
172
+ | No log | 13.4444 | 242 | 1.0476 | 0.3310 | 1.0476 | 1.0235 |
173
+ | No log | 13.5556 | 244 | 1.0269 | 0.2565 | 1.0269 | 1.0134 |
174
+ | No log | 13.6667 | 246 | 1.0521 | 0.2529 | 1.0521 | 1.0257 |
175
+ | No log | 13.7778 | 248 | 1.0927 | 0.3348 | 1.0927 | 1.0453 |
176
+ | No log | 13.8889 | 250 | 1.1225 | 0.3265 | 1.1225 | 1.0595 |
177
+ | No log | 14.0 | 252 | 1.0852 | 0.2698 | 1.0852 | 1.0418 |
178
+ | No log | 14.1111 | 254 | 1.0682 | 0.2838 | 1.0682 | 1.0335 |
179
+ | No log | 14.2222 | 256 | 1.0399 | 0.2969 | 1.0399 | 1.0197 |
180
+ | No log | 14.3333 | 258 | 1.0187 | 0.2969 | 1.0187 | 1.0093 |
181
+ | No log | 14.4444 | 260 | 1.0112 | 0.2969 | 1.0112 | 1.0056 |
182
+ | No log | 14.5556 | 262 | 1.0175 | 0.2969 | 1.0175 | 1.0087 |
183
+ | No log | 14.6667 | 264 | 1.0222 | 0.2546 | 1.0222 | 1.0110 |
184
+ | No log | 14.7778 | 266 | 1.0705 | 0.2912 | 1.0705 | 1.0346 |
185
+ | No log | 14.8889 | 268 | 1.1316 | 0.3016 | 1.1316 | 1.0638 |
186
+ | No log | 15.0 | 270 | 1.1480 | 0.3160 | 1.1480 | 1.0714 |
187
+ | No log | 15.1111 | 272 | 1.1303 | 0.3067 | 1.1303 | 1.0631 |
188
+ | No log | 15.2222 | 274 | 1.0806 | 0.3064 | 1.0806 | 1.0395 |
189
+ | No log | 15.3333 | 276 | 1.0715 | 0.3312 | 1.0715 | 1.0351 |
190
+ | No log | 15.4444 | 278 | 1.0638 | 0.2810 | 1.0638 | 1.0314 |
191
+ | No log | 15.5556 | 280 | 1.0714 | 0.3348 | 1.0714 | 1.0351 |
192
+ | No log | 15.6667 | 282 | 1.0401 | 0.3043 | 1.0401 | 1.0199 |
193
+ | No log | 15.7778 | 284 | 1.0180 | 0.3964 | 1.0180 | 1.0090 |
194
+ | No log | 15.8889 | 286 | 0.9990 | 0.3316 | 0.9990 | 0.9995 |
195
+ | No log | 16.0 | 288 | 0.9780 | 0.3224 | 0.9780 | 0.9889 |
196
+ | No log | 16.1111 | 290 | 0.9754 | 0.2963 | 0.9754 | 0.9876 |
197
+ | No log | 16.2222 | 292 | 1.0036 | 0.2965 | 1.0036 | 1.0018 |
198
+ | No log | 16.3333 | 294 | 1.0358 | 0.3359 | 1.0358 | 1.0178 |
199
+ | No log | 16.4444 | 296 | 1.0202 | 0.3289 | 1.0202 | 1.0100 |
200
+ | No log | 16.5556 | 298 | 0.9896 | 0.2963 | 0.9896 | 0.9948 |
201
+ | No log | 16.6667 | 300 | 0.9993 | 0.3931 | 0.9993 | 0.9996 |
202
+ | No log | 16.7778 | 302 | 1.0305 | 0.3842 | 1.0305 | 1.0151 |
203
+ | No log | 16.8889 | 304 | 1.0116 | 0.3824 | 1.0116 | 1.0058 |
204
+ | No log | 17.0 | 306 | 0.9940 | 0.4297 | 0.9940 | 0.9970 |
205
+ | No log | 17.1111 | 308 | 0.9899 | 0.3499 | 0.9899 | 0.9949 |
206
+ | No log | 17.2222 | 310 | 1.0283 | 0.4136 | 1.0283 | 1.0141 |
207
+ | No log | 17.3333 | 312 | 1.0744 | 0.4062 | 1.0744 | 1.0365 |
208
+ | No log | 17.4444 | 314 | 1.0399 | 0.3600 | 1.0399 | 1.0197 |
209
+ | No log | 17.5556 | 316 | 1.0237 | 0.3355 | 1.0237 | 1.0118 |
210
+ | No log | 17.6667 | 318 | 0.9927 | 0.3379 | 0.9927 | 0.9963 |
211
+ | No log | 17.7778 | 320 | 0.9857 | 0.3304 | 0.9857 | 0.9928 |
212
+ | No log | 17.8889 | 322 | 0.9903 | 0.4065 | 0.9903 | 0.9952 |
213
+ | No log | 18.0 | 324 | 1.0278 | 0.2942 | 1.0278 | 1.0138 |
214
+ | No log | 18.1111 | 326 | 1.0391 | 0.2610 | 1.0391 | 1.0193 |
215
+ | No log | 18.2222 | 328 | 1.0015 | 0.3304 | 1.0015 | 1.0007 |
216
+ | No log | 18.3333 | 330 | 1.0226 | 0.3296 | 1.0226 | 1.0113 |
217
+ | No log | 18.4444 | 332 | 1.0441 | 0.3164 | 1.0441 | 1.0218 |
218
+ | No log | 18.5556 | 334 | 1.0276 | 0.3072 | 1.0276 | 1.0137 |
219
+ | No log | 18.6667 | 336 | 1.0138 | 0.3093 | 1.0138 | 1.0069 |
220
+ | No log | 18.7778 | 338 | 1.0260 | 0.3663 | 1.0260 | 1.0129 |
221
+ | No log | 18.8889 | 340 | 1.0837 | 0.4246 | 1.0837 | 1.0410 |
222
+ | No log | 19.0 | 342 | 1.0527 | 0.4311 | 1.0527 | 1.0260 |
223
+ | No log | 19.1111 | 344 | 0.9967 | 0.3354 | 0.9967 | 0.9983 |
224
+ | No log | 19.2222 | 346 | 0.9857 | 0.3693 | 0.9857 | 0.9928 |
225
+ | No log | 19.3333 | 348 | 0.9767 | 0.3427 | 0.9767 | 0.9883 |
226
+ | No log | 19.4444 | 350 | 0.9677 | 0.3316 | 0.9677 | 0.9837 |
227
+ | No log | 19.5556 | 352 | 0.9706 | 0.3693 | 0.9706 | 0.9852 |
228
+ | No log | 19.6667 | 354 | 0.9713 | 0.3821 | 0.9713 | 0.9856 |
229
+ | No log | 19.7778 | 356 | 0.9695 | 0.3559 | 0.9695 | 0.9846 |
230
+ | No log | 19.8889 | 358 | 0.9772 | 0.3427 | 0.9772 | 0.9886 |
231
+ | No log | 20.0 | 360 | 0.9743 | 0.3689 | 0.9743 | 0.9870 |
232
+ | No log | 20.1111 | 362 | 0.9822 | 0.3678 | 0.9822 | 0.9910 |
233
+ | No log | 20.2222 | 364 | 1.0003 | 0.2932 | 1.0003 | 1.0002 |
234
+ | No log | 20.3333 | 366 | 0.9789 | 0.3418 | 0.9789 | 0.9894 |
235
+ | No log | 20.4444 | 368 | 0.9779 | 0.3128 | 0.9779 | 0.9889 |
236
+ | No log | 20.5556 | 370 | 1.0110 | 0.2993 | 1.0110 | 1.0055 |
237
+ | No log | 20.6667 | 372 | 1.0455 | 0.2857 | 1.0455 | 1.0225 |
238
+ | No log | 20.7778 | 374 | 1.0600 | 0.2857 | 1.0600 | 1.0296 |
239
+ | No log | 20.8889 | 376 | 1.0651 | 0.2857 | 1.0651 | 1.0320 |
240
+ | No log | 21.0 | 378 | 1.0573 | 0.2857 | 1.0573 | 1.0283 |
241
+ | No log | 21.1111 | 380 | 1.0443 | 0.3128 | 1.0443 | 1.0219 |
242
+ | No log | 21.2222 | 382 | 1.0440 | 0.3128 | 1.0440 | 1.0217 |
243
+ | No log | 21.3333 | 384 | 1.0473 | 0.3263 | 1.0473 | 1.0234 |
244
+ | No log | 21.4444 | 386 | 1.0428 | 0.2900 | 1.0428 | 1.0212 |
245
+ | No log | 21.5556 | 388 | 1.0350 | 0.2567 | 1.0350 | 1.0174 |
246
+ | No log | 21.6667 | 390 | 1.0415 | 0.2903 | 1.0415 | 1.0205 |
247
+ | No log | 21.7778 | 392 | 1.0235 | 0.2819 | 1.0235 | 1.0117 |
248
+ | No log | 21.8889 | 394 | 0.9986 | 0.3577 | 0.9986 | 0.9993 |
249
+ | No log | 22.0 | 396 | 0.9947 | 0.3408 | 0.9947 | 0.9973 |
250
+ | No log | 22.1111 | 398 | 0.9735 | 0.3263 | 0.9735 | 0.9867 |
251
+ | No log | 22.2222 | 400 | 0.9589 | 0.3112 | 0.9589 | 0.9792 |
252
+ | No log | 22.3333 | 402 | 0.9522 | 0.2835 | 0.9522 | 0.9758 |
253
+ | No log | 22.4444 | 404 | 0.9696 | 0.2651 | 0.9696 | 0.9847 |
254
+ | No log | 22.5556 | 406 | 1.0055 | 0.3483 | 1.0055 | 1.0027 |
255
+ | No log | 22.6667 | 408 | 1.0024 | 0.3528 | 1.0024 | 1.0012 |
256
+ | No log | 22.7778 | 410 | 0.9905 | 0.3693 | 0.9905 | 0.9952 |
257
+ | No log | 22.8889 | 412 | 1.0298 | 0.2864 | 1.0298 | 1.0148 |
258
+ | No log | 23.0 | 414 | 1.0464 | 0.3359 | 1.0464 | 1.0229 |
259
+ | No log | 23.1111 | 416 | 1.0345 | 0.3578 | 1.0345 | 1.0171 |
260
+ | No log | 23.2222 | 418 | 0.9992 | 0.3693 | 0.9992 | 0.9996 |
261
+ | No log | 23.3333 | 420 | 0.9796 | 0.3437 | 0.9796 | 0.9897 |
262
+ | No log | 23.4444 | 422 | 0.9681 | 0.3437 | 0.9681 | 0.9839 |
263
+ | No log | 23.5556 | 424 | 0.9875 | 0.3144 | 0.9875 | 0.9938 |
264
+ | No log | 23.6667 | 426 | 1.0117 | 0.2951 | 1.0117 | 1.0058 |
265
+ | No log | 23.7778 | 428 | 1.0367 | 0.3842 | 1.0367 | 1.0182 |
266
+ | No log | 23.8889 | 430 | 1.0705 | 0.4127 | 1.0705 | 1.0347 |
267
+ | No log | 24.0 | 432 | 1.0436 | 0.3483 | 1.0436 | 1.0216 |
268
+ | No log | 24.1111 | 434 | 1.0000 | 0.3308 | 1.0000 | 1.0000 |
269
+ | No log | 24.2222 | 436 | 0.9763 | 0.3164 | 0.9763 | 0.9881 |
270
+ | No log | 24.3333 | 438 | 0.9645 | 0.3427 | 0.9645 | 0.9821 |
271
+ | No log | 24.4444 | 440 | 0.9598 | 0.3427 | 0.9598 | 0.9797 |
272
+ | No log | 24.5556 | 442 | 0.9677 | 0.3296 | 0.9677 | 0.9837 |
273
+ | No log | 24.6667 | 444 | 0.9976 | 0.3308 | 0.9976 | 0.9988 |
274
+ | No log | 24.7778 | 446 | 1.0442 | 0.3824 | 1.0442 | 1.0219 |
275
+ | No log | 24.8889 | 448 | 1.0571 | 0.3824 | 1.0571 | 1.0282 |
276
+ | No log | 25.0 | 450 | 1.0460 | 0.3858 | 1.0460 | 1.0227 |
277
+ | No log | 25.1111 | 452 | 1.0371 | 0.4058 | 1.0371 | 1.0184 |
278
+ | No log | 25.2222 | 454 | 1.0225 | 0.4029 | 1.0225 | 1.0112 |
279
+ | No log | 25.3333 | 456 | 0.9886 | 0.3014 | 0.9886 | 0.9943 |
280
+ | No log | 25.4444 | 458 | 0.9631 | 0.2879 | 0.9631 | 0.9814 |
281
+ | No log | 25.5556 | 460 | 0.9518 | 0.2743 | 0.9518 | 0.9756 |
282
+ | No log | 25.6667 | 462 | 0.9625 | 0.2766 | 0.9625 | 0.9811 |
283
+ | No log | 25.7778 | 464 | 0.9766 | 0.2991 | 0.9766 | 0.9882 |
284
+ | No log | 25.8889 | 466 | 0.9767 | 0.2487 | 0.9767 | 0.9883 |
285
+ | No log | 26.0 | 468 | 0.9822 | 0.2553 | 0.9822 | 0.9911 |
286
+ | No log | 26.1111 | 470 | 0.9563 | 0.2102 | 0.9563 | 0.9779 |
287
+ | No log | 26.2222 | 472 | 0.9446 | 0.2416 | 0.9446 | 0.9719 |
288
+ | No log | 26.3333 | 474 | 0.9487 | 0.2416 | 0.9487 | 0.9740 |
289
+ | No log | 26.4444 | 476 | 0.9700 | 0.2647 | 0.9700 | 0.9849 |
290
+ | No log | 26.5556 | 478 | 1.0117 | 0.3005 | 1.0117 | 1.0058 |
291
+ | No log | 26.6667 | 480 | 1.0077 | 0.3124 | 1.0077 | 1.0038 |
292
+ | No log | 26.7778 | 482 | 1.0090 | 0.3124 | 1.0090 | 1.0045 |
293
+ | No log | 26.8889 | 484 | 0.9916 | 0.3124 | 0.9916 | 0.9958 |
294
+ | No log | 27.0 | 486 | 0.9805 | 0.3087 | 0.9805 | 0.9902 |
295
+ | No log | 27.1111 | 488 | 0.9695 | 0.3032 | 0.9695 | 0.9846 |
296
+ | No log | 27.2222 | 490 | 0.9576 | 0.3014 | 0.9576 | 0.9786 |
297
+ | No log | 27.3333 | 492 | 0.9649 | 0.2741 | 0.9649 | 0.9823 |
298
+ | No log | 27.4444 | 494 | 0.9816 | 0.2879 | 0.9816 | 0.9907 |
299
+ | No log | 27.5556 | 496 | 0.9873 | 0.2879 | 0.9873 | 0.9936 |
300
+ | No log | 27.6667 | 498 | 0.9814 | 0.2463 | 0.9814 | 0.9906 |
301
+ | 0.2563 | 27.7778 | 500 | 0.9971 | 0.3389 | 0.9971 | 0.9986 |
302
+ | 0.2563 | 27.8889 | 502 | 1.0197 | 0.3369 | 1.0197 | 1.0098 |
303
+ | 0.2563 | 28.0 | 504 | 1.0154 | 0.3369 | 1.0154 | 1.0077 |
304
+ | 0.2563 | 28.1111 | 506 | 0.9964 | 0.3052 | 0.9964 | 0.9982 |
305
+ | 0.2563 | 28.2222 | 508 | 0.9902 | 0.2764 | 0.9902 | 0.9951 |
306
+ | 0.2563 | 28.3333 | 510 | 0.9894 | 0.2879 | 0.9894 | 0.9947 |
307
 
308
 
309
  ### Framework versions