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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_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: 0.6975
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- - Qwk: 0.4660
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- - Mse: 0.6975
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- - Rmse: 0.8352
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  ## Model description
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@@ -49,270 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2222 | 2 | 4.0170 | -0.0257 | 4.0170 | 2.0043 |
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- | No log | 0.4444 | 4 | 2.9441 | -0.0166 | 2.9441 | 1.7158 |
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- | No log | 0.6667 | 6 | 1.3828 | 0.0380 | 1.3828 | 1.1759 |
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- | No log | 0.8889 | 8 | 1.2289 | 0.0760 | 1.2289 | 1.1085 |
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- | No log | 1.1111 | 10 | 1.0757 | 0.3666 | 1.0757 | 1.0372 |
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- | No log | 1.3333 | 12 | 1.0625 | 0.1908 | 1.0625 | 1.0308 |
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- | No log | 1.5556 | 14 | 1.0755 | 0.2794 | 1.0755 | 1.0371 |
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- | No log | 1.7778 | 16 | 1.2251 | 0.1142 | 1.2251 | 1.1069 |
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- | No log | 2.0 | 18 | 1.2930 | 0.0 | 1.2930 | 1.1371 |
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- | No log | 2.2222 | 20 | 1.2348 | 0.0 | 1.2348 | 1.1112 |
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- | No log | 2.4444 | 22 | 1.1272 | 0.1884 | 1.1272 | 1.0617 |
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- | No log | 2.6667 | 24 | 1.0602 | 0.3127 | 1.0602 | 1.0297 |
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- | No log | 2.8889 | 26 | 1.0216 | 0.3375 | 1.0216 | 1.0107 |
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- | No log | 3.1111 | 28 | 1.0313 | 0.4349 | 1.0313 | 1.0155 |
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- | No log | 3.3333 | 30 | 1.1107 | 0.2416 | 1.1107 | 1.0539 |
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- | No log | 3.5556 | 32 | 1.0808 | 0.2537 | 1.0808 | 1.0396 |
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- | No log | 3.7778 | 34 | 1.0395 | 0.2781 | 1.0395 | 1.0196 |
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- | No log | 4.0 | 36 | 0.9655 | 0.3604 | 0.9655 | 0.9826 |
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- | No log | 4.2222 | 38 | 0.9270 | 0.2291 | 0.9270 | 0.9628 |
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- | No log | 4.4444 | 40 | 0.9030 | 0.2441 | 0.9030 | 0.9503 |
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- | No log | 4.6667 | 42 | 0.8812 | 0.2716 | 0.8812 | 0.9387 |
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- | No log | 4.8889 | 44 | 0.8906 | 0.3814 | 0.8906 | 0.9437 |
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- | No log | 5.1111 | 46 | 0.8533 | 0.3564 | 0.8533 | 0.9237 |
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- | No log | 5.3333 | 48 | 0.8787 | 0.3424 | 0.8787 | 0.9374 |
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- | No log | 5.5556 | 50 | 0.9033 | 0.3974 | 0.9033 | 0.9504 |
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- | No log | 5.7778 | 52 | 0.9399 | 0.4465 | 0.9399 | 0.9695 |
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- | No log | 6.0 | 54 | 0.9145 | 0.4604 | 0.9145 | 0.9563 |
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- | No log | 6.2222 | 56 | 0.8788 | 0.4620 | 0.8788 | 0.9375 |
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- | No log | 6.4444 | 58 | 0.8847 | 0.4489 | 0.8847 | 0.9406 |
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- | No log | 6.6667 | 60 | 0.8930 | 0.4810 | 0.8930 | 0.9450 |
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- | No log | 6.8889 | 62 | 0.9512 | 0.4583 | 0.9512 | 0.9753 |
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- | No log | 7.1111 | 64 | 0.8489 | 0.4593 | 0.8489 | 0.9214 |
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- | No log | 7.3333 | 66 | 0.8961 | 0.4595 | 0.8961 | 0.9466 |
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- | No log | 7.5556 | 68 | 0.9647 | 0.4832 | 0.9647 | 0.9822 |
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- | No log | 7.7778 | 70 | 0.9600 | 0.4372 | 0.9600 | 0.9798 |
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- | No log | 8.0 | 72 | 0.9424 | 0.5050 | 0.9424 | 0.9708 |
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- | No log | 8.2222 | 74 | 1.0123 | 0.4832 | 1.0123 | 1.0061 |
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- | No log | 8.4444 | 76 | 0.8467 | 0.5350 | 0.8467 | 0.9202 |
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- | No log | 8.6667 | 78 | 0.7958 | 0.5646 | 0.7958 | 0.8921 |
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- | No log | 8.8889 | 80 | 0.7809 | 0.5784 | 0.7809 | 0.8837 |
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- | No log | 9.1111 | 82 | 0.8124 | 0.5279 | 0.8124 | 0.9013 |
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- | No log | 9.3333 | 84 | 0.9859 | 0.4217 | 0.9859 | 0.9929 |
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- | No log | 9.5556 | 86 | 0.8630 | 0.4708 | 0.8630 | 0.9290 |
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- | No log | 9.7778 | 88 | 0.7618 | 0.5594 | 0.7618 | 0.8728 |
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- | No log | 10.0 | 90 | 0.8097 | 0.4529 | 0.8097 | 0.8999 |
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- | No log | 10.2222 | 92 | 0.7783 | 0.4379 | 0.7783 | 0.8822 |
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- | No log | 10.4444 | 94 | 0.7675 | 0.5467 | 0.7675 | 0.8761 |
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- | No log | 10.6667 | 96 | 0.8522 | 0.4929 | 0.8522 | 0.9232 |
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- | No log | 10.8889 | 98 | 0.8125 | 0.5494 | 0.8125 | 0.9014 |
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- | No log | 11.1111 | 100 | 0.8146 | 0.5599 | 0.8146 | 0.9026 |
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- | No log | 11.3333 | 102 | 0.8049 | 0.5303 | 0.8049 | 0.8972 |
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- | No log | 11.5556 | 104 | 0.8192 | 0.4930 | 0.8192 | 0.9051 |
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- | No log | 11.7778 | 106 | 0.8259 | 0.4585 | 0.8259 | 0.9088 |
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- | No log | 12.0 | 108 | 0.8873 | 0.4609 | 0.8873 | 0.9420 |
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- | No log | 12.2222 | 110 | 0.8928 | 0.5140 | 0.8928 | 0.9449 |
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- | No log | 12.4444 | 112 | 0.8536 | 0.5067 | 0.8536 | 0.9239 |
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- | No log | 12.6667 | 114 | 0.8437 | 0.4835 | 0.8437 | 0.9185 |
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- | No log | 12.8889 | 116 | 0.8818 | 0.4617 | 0.8818 | 0.9390 |
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- | No log | 13.1111 | 118 | 0.8248 | 0.6151 | 0.8248 | 0.9082 |
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- | No log | 13.3333 | 120 | 1.0250 | 0.4034 | 1.0250 | 1.0124 |
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- | No log | 13.5556 | 122 | 1.0037 | 0.4503 | 1.0037 | 1.0019 |
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- | No log | 13.7778 | 124 | 0.8052 | 0.5577 | 0.8052 | 0.8973 |
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- | No log | 14.0 | 126 | 0.7440 | 0.6374 | 0.7440 | 0.8626 |
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- | No log | 14.2222 | 128 | 0.7682 | 0.6167 | 0.7682 | 0.8765 |
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- | No log | 14.4444 | 130 | 0.8038 | 0.5919 | 0.8038 | 0.8966 |
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- | No log | 14.6667 | 132 | 0.9235 | 0.5012 | 0.9235 | 0.9610 |
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- | No log | 14.8889 | 134 | 0.8752 | 0.5425 | 0.8752 | 0.9355 |
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- | No log | 15.1111 | 136 | 0.7594 | 0.5471 | 0.7594 | 0.8715 |
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- | No log | 15.3333 | 138 | 0.7811 | 0.5205 | 0.7811 | 0.8838 |
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- | No log | 15.5556 | 140 | 0.7606 | 0.4691 | 0.7606 | 0.8721 |
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- | No log | 15.7778 | 142 | 0.8856 | 0.4218 | 0.8856 | 0.9411 |
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- | No log | 16.0 | 144 | 1.0053 | 0.3846 | 1.0053 | 1.0027 |
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- | No log | 16.2222 | 146 | 0.9016 | 0.3954 | 0.9016 | 0.9495 |
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- | No log | 16.4444 | 148 | 0.7686 | 0.3556 | 0.7686 | 0.8767 |
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- | No log | 16.6667 | 150 | 0.7337 | 0.5288 | 0.7337 | 0.8566 |
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- | No log | 16.8889 | 152 | 0.7163 | 0.5529 | 0.7163 | 0.8463 |
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- | No log | 17.1111 | 154 | 0.7787 | 0.5076 | 0.7787 | 0.8824 |
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- | No log | 17.3333 | 156 | 0.8021 | 0.4489 | 0.8021 | 0.8956 |
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- | No log | 17.5556 | 158 | 0.7844 | 0.5395 | 0.7844 | 0.8857 |
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- | No log | 17.7778 | 160 | 0.7519 | 0.5671 | 0.7519 | 0.8671 |
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- | No log | 18.0 | 162 | 0.8129 | 0.4672 | 0.8129 | 0.9016 |
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- | No log | 18.2222 | 164 | 0.7866 | 0.5400 | 0.7866 | 0.8869 |
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- | No log | 18.4444 | 166 | 0.7746 | 0.5459 | 0.7746 | 0.8801 |
135
- | No log | 18.6667 | 168 | 0.7742 | 0.5236 | 0.7742 | 0.8799 |
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- | No log | 18.8889 | 170 | 0.7777 | 0.4838 | 0.7777 | 0.8819 |
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- | No log | 19.1111 | 172 | 0.7823 | 0.4721 | 0.7823 | 0.8845 |
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- | No log | 19.3333 | 174 | 0.7770 | 0.5247 | 0.7770 | 0.8815 |
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- | No log | 19.5556 | 176 | 0.8407 | 0.5181 | 0.8407 | 0.9169 |
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- | No log | 19.7778 | 178 | 0.9197 | 0.4577 | 0.9197 | 0.9590 |
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- | No log | 20.0 | 180 | 0.8389 | 0.4812 | 0.8389 | 0.9159 |
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- | No log | 20.2222 | 182 | 0.7577 | 0.5467 | 0.7577 | 0.8705 |
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- | No log | 20.4444 | 184 | 0.7413 | 0.4936 | 0.7413 | 0.8610 |
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- | No log | 20.6667 | 186 | 0.7258 | 0.5274 | 0.7258 | 0.8519 |
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- | No log | 20.8889 | 188 | 0.7616 | 0.5410 | 0.7616 | 0.8727 |
146
- | No log | 21.1111 | 190 | 0.7927 | 0.5482 | 0.7927 | 0.8903 |
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- | No log | 21.3333 | 192 | 0.7493 | 0.5752 | 0.7493 | 0.8656 |
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- | No log | 21.5556 | 194 | 0.7473 | 0.5424 | 0.7473 | 0.8645 |
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- | No log | 21.7778 | 196 | 0.7697 | 0.5719 | 0.7697 | 0.8773 |
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- | No log | 22.0 | 198 | 0.7638 | 0.5626 | 0.7638 | 0.8739 |
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- | No log | 22.2222 | 200 | 0.7647 | 0.4989 | 0.7647 | 0.8745 |
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- | No log | 22.4444 | 202 | 0.7549 | 0.4583 | 0.7549 | 0.8689 |
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- | No log | 22.6667 | 204 | 0.7444 | 0.4822 | 0.7444 | 0.8628 |
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- | No log | 22.8889 | 206 | 0.7293 | 0.5158 | 0.7293 | 0.8540 |
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- | No log | 23.1111 | 208 | 0.7387 | 0.5072 | 0.7387 | 0.8595 |
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- | No log | 23.3333 | 210 | 0.8540 | 0.4794 | 0.8540 | 0.9241 |
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- | No log | 23.5556 | 212 | 0.9652 | 0.4681 | 0.9652 | 0.9824 |
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- | No log | 23.7778 | 214 | 0.8668 | 0.4681 | 0.8668 | 0.9310 |
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- | No log | 24.0 | 216 | 0.7184 | 0.6032 | 0.7184 | 0.8476 |
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- | No log | 24.2222 | 218 | 0.7114 | 0.5188 | 0.7114 | 0.8435 |
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- | No log | 24.4444 | 220 | 0.7176 | 0.4938 | 0.7176 | 0.8471 |
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- | No log | 24.6667 | 222 | 0.7285 | 0.4888 | 0.7285 | 0.8535 |
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- | No log | 24.8889 | 224 | 0.7821 | 0.5048 | 0.7821 | 0.8844 |
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- | No log | 25.1111 | 226 | 0.7989 | 0.4926 | 0.7989 | 0.8938 |
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- | No log | 25.3333 | 228 | 0.8041 | 0.4695 | 0.8041 | 0.8967 |
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- | No log | 25.5556 | 230 | 0.7528 | 0.5455 | 0.7528 | 0.8677 |
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- | No log | 25.7778 | 232 | 0.7453 | 0.4583 | 0.7453 | 0.8633 |
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- | No log | 26.0 | 234 | 0.7470 | 0.4922 | 0.7470 | 0.8643 |
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- | No log | 26.2222 | 236 | 0.7536 | 0.5248 | 0.7536 | 0.8681 |
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- | No log | 26.4444 | 238 | 0.7791 | 0.5094 | 0.7791 | 0.8827 |
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- | No log | 26.6667 | 240 | 0.7764 | 0.5085 | 0.7764 | 0.8811 |
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- | No log | 26.8889 | 242 | 0.7472 | 0.5680 | 0.7472 | 0.8644 |
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- | No log | 27.1111 | 244 | 0.7404 | 0.5874 | 0.7404 | 0.8604 |
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- | No log | 27.3333 | 246 | 0.7360 | 0.5851 | 0.7360 | 0.8579 |
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- | No log | 27.5556 | 248 | 0.7268 | 0.5660 | 0.7268 | 0.8525 |
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- | No log | 27.7778 | 250 | 0.7157 | 0.5660 | 0.7157 | 0.8460 |
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- | No log | 28.0 | 252 | 0.7076 | 0.5463 | 0.7076 | 0.8412 |
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- | No log | 28.2222 | 254 | 0.7115 | 0.5446 | 0.7115 | 0.8435 |
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- | No log | 28.4444 | 256 | 0.7082 | 0.5107 | 0.7082 | 0.8415 |
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- | No log | 28.6667 | 258 | 0.7103 | 0.4691 | 0.7103 | 0.8428 |
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- | No log | 28.8889 | 260 | 0.7083 | 0.4944 | 0.7083 | 0.8416 |
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- | No log | 29.1111 | 262 | 0.7045 | 0.4989 | 0.7045 | 0.8394 |
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- | No log | 29.3333 | 264 | 0.7691 | 0.5622 | 0.7691 | 0.8770 |
184
- | No log | 29.5556 | 266 | 0.8007 | 0.5356 | 0.8007 | 0.8948 |
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- | No log | 29.7778 | 268 | 0.7299 | 0.5740 | 0.7299 | 0.8544 |
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- | No log | 30.0 | 270 | 0.6797 | 0.5152 | 0.6797 | 0.8245 |
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- | No log | 30.2222 | 272 | 0.6720 | 0.5713 | 0.6720 | 0.8198 |
188
- | No log | 30.4444 | 274 | 0.6702 | 0.6154 | 0.6702 | 0.8187 |
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- | No log | 30.6667 | 276 | 0.7211 | 0.5948 | 0.7211 | 0.8492 |
190
- | No log | 30.8889 | 278 | 0.7990 | 0.5368 | 0.7990 | 0.8939 |
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- | No log | 31.1111 | 280 | 0.7496 | 0.5595 | 0.7496 | 0.8658 |
192
- | No log | 31.3333 | 282 | 0.6599 | 0.6063 | 0.6599 | 0.8123 |
193
- | No log | 31.5556 | 284 | 0.6286 | 0.6432 | 0.6286 | 0.7929 |
194
- | No log | 31.7778 | 286 | 0.6234 | 0.6296 | 0.6234 | 0.7895 |
195
- | No log | 32.0 | 288 | 0.6496 | 0.5883 | 0.6496 | 0.8060 |
196
- | No log | 32.2222 | 290 | 0.6822 | 0.5206 | 0.6822 | 0.8260 |
197
- | No log | 32.4444 | 292 | 0.6808 | 0.5218 | 0.6808 | 0.8251 |
198
- | No log | 32.6667 | 294 | 0.6654 | 0.5618 | 0.6654 | 0.8157 |
199
- | No log | 32.8889 | 296 | 0.6568 | 0.6096 | 0.6568 | 0.8104 |
200
- | No log | 33.1111 | 298 | 0.6573 | 0.5485 | 0.6573 | 0.8108 |
201
- | No log | 33.3333 | 300 | 0.6690 | 0.5996 | 0.6690 | 0.8179 |
202
- | No log | 33.5556 | 302 | 0.6819 | 0.5954 | 0.6819 | 0.8258 |
203
- | No log | 33.7778 | 304 | 0.6739 | 0.6509 | 0.6739 | 0.8209 |
204
- | No log | 34.0 | 306 | 0.7019 | 0.5704 | 0.7019 | 0.8378 |
205
- | No log | 34.2222 | 308 | 0.7202 | 0.5415 | 0.7202 | 0.8486 |
206
- | No log | 34.4444 | 310 | 0.6986 | 0.6407 | 0.6986 | 0.8358 |
207
- | No log | 34.6667 | 312 | 0.7276 | 0.5629 | 0.7276 | 0.8530 |
208
- | No log | 34.8889 | 314 | 0.7393 | 0.5528 | 0.7393 | 0.8598 |
209
- | No log | 35.1111 | 316 | 0.7249 | 0.4988 | 0.7249 | 0.8514 |
210
- | No log | 35.3333 | 318 | 0.7166 | 0.5146 | 0.7166 | 0.8465 |
211
- | No log | 35.5556 | 320 | 0.7177 | 0.5160 | 0.7177 | 0.8472 |
212
- | No log | 35.7778 | 322 | 0.7045 | 0.5602 | 0.7045 | 0.8393 |
213
- | No log | 36.0 | 324 | 0.7017 | 0.6084 | 0.7017 | 0.8377 |
214
- | No log | 36.2222 | 326 | 0.7569 | 0.5740 | 0.7569 | 0.8700 |
215
- | No log | 36.4444 | 328 | 0.7832 | 0.5622 | 0.7832 | 0.8850 |
216
- | No log | 36.6667 | 330 | 0.7609 | 0.5622 | 0.7609 | 0.8723 |
217
- | No log | 36.8889 | 332 | 0.7372 | 0.5528 | 0.7372 | 0.8586 |
218
- | No log | 37.1111 | 334 | 0.7217 | 0.4828 | 0.7217 | 0.8495 |
219
- | No log | 37.3333 | 336 | 0.7298 | 0.4828 | 0.7298 | 0.8543 |
220
- | No log | 37.5556 | 338 | 0.7318 | 0.4550 | 0.7318 | 0.8555 |
221
- | No log | 37.7778 | 340 | 0.7712 | 0.5292 | 0.7712 | 0.8782 |
222
- | No log | 38.0 | 342 | 0.7961 | 0.5385 | 0.7961 | 0.8922 |
223
- | No log | 38.2222 | 344 | 0.7524 | 0.5622 | 0.7524 | 0.8674 |
224
- | No log | 38.4444 | 346 | 0.7024 | 0.4757 | 0.7024 | 0.8381 |
225
- | No log | 38.6667 | 348 | 0.6944 | 0.5125 | 0.6944 | 0.8333 |
226
- | No log | 38.8889 | 350 | 0.7067 | 0.5197 | 0.7067 | 0.8406 |
227
- | No log | 39.1111 | 352 | 0.7143 | 0.5197 | 0.7143 | 0.8452 |
228
- | No log | 39.3333 | 354 | 0.7259 | 0.5622 | 0.7259 | 0.8520 |
229
- | No log | 39.5556 | 356 | 0.6987 | 0.5528 | 0.6987 | 0.8359 |
230
- | No log | 39.7778 | 358 | 0.6826 | 0.6217 | 0.6826 | 0.8262 |
231
- | No log | 40.0 | 360 | 0.6873 | 0.5626 | 0.6873 | 0.8290 |
232
- | No log | 40.2222 | 362 | 0.6867 | 0.5735 | 0.6867 | 0.8287 |
233
- | No log | 40.4444 | 364 | 0.6845 | 0.5558 | 0.6845 | 0.8274 |
234
- | No log | 40.6667 | 366 | 0.6827 | 0.5565 | 0.6827 | 0.8263 |
235
- | No log | 40.8889 | 368 | 0.7079 | 0.5642 | 0.7079 | 0.8414 |
236
- | No log | 41.1111 | 370 | 0.7051 | 0.5642 | 0.7051 | 0.8397 |
237
- | No log | 41.3333 | 372 | 0.6841 | 0.5751 | 0.6841 | 0.8271 |
238
- | No log | 41.5556 | 374 | 0.6714 | 0.5751 | 0.6714 | 0.8194 |
239
- | No log | 41.7778 | 376 | 0.6566 | 0.6632 | 0.6566 | 0.8103 |
240
- | No log | 42.0 | 378 | 0.6559 | 0.6479 | 0.6559 | 0.8098 |
241
- | No log | 42.2222 | 380 | 0.6636 | 0.5823 | 0.6636 | 0.8146 |
242
- | No log | 42.4444 | 382 | 0.6851 | 0.5218 | 0.6851 | 0.8277 |
243
- | No log | 42.6667 | 384 | 0.7160 | 0.5642 | 0.7160 | 0.8462 |
244
- | No log | 42.8889 | 386 | 0.7582 | 0.5266 | 0.7582 | 0.8708 |
245
- | No log | 43.1111 | 388 | 0.7280 | 0.5521 | 0.7280 | 0.8533 |
246
- | No log | 43.3333 | 390 | 0.6824 | 0.5642 | 0.6824 | 0.8261 |
247
- | No log | 43.5556 | 392 | 0.6411 | 0.5735 | 0.6411 | 0.8007 |
248
- | No log | 43.7778 | 394 | 0.6386 | 0.6400 | 0.6386 | 0.7991 |
249
- | No log | 44.0 | 396 | 0.6348 | 0.5902 | 0.6348 | 0.7968 |
250
- | No log | 44.2222 | 398 | 0.6717 | 0.5964 | 0.6717 | 0.8196 |
251
- | No log | 44.4444 | 400 | 0.7202 | 0.5383 | 0.7202 | 0.8486 |
252
- | No log | 44.6667 | 402 | 0.6950 | 0.5622 | 0.6950 | 0.8337 |
253
- | No log | 44.8889 | 404 | 0.6703 | 0.6291 | 0.6703 | 0.8187 |
254
- | No log | 45.1111 | 406 | 0.6582 | 0.6066 | 0.6582 | 0.8113 |
255
- | No log | 45.3333 | 408 | 0.6642 | 0.5587 | 0.6642 | 0.8150 |
256
- | No log | 45.5556 | 410 | 0.6681 | 0.5808 | 0.6681 | 0.8174 |
257
- | No log | 45.7778 | 412 | 0.6718 | 0.6278 | 0.6718 | 0.8196 |
258
- | No log | 46.0 | 414 | 0.6880 | 0.5959 | 0.6880 | 0.8295 |
259
- | No log | 46.2222 | 416 | 0.7112 | 0.5534 | 0.7112 | 0.8433 |
260
- | No log | 46.4444 | 418 | 0.7160 | 0.5534 | 0.7160 | 0.8461 |
261
- | No log | 46.6667 | 420 | 0.7021 | 0.5534 | 0.7021 | 0.8379 |
262
- | No log | 46.8889 | 422 | 0.6993 | 0.5534 | 0.6993 | 0.8362 |
263
- | No log | 47.1111 | 424 | 0.7171 | 0.5534 | 0.7171 | 0.8468 |
264
- | No log | 47.3333 | 426 | 0.7539 | 0.5642 | 0.7539 | 0.8683 |
265
- | No log | 47.5556 | 428 | 0.7657 | 0.5534 | 0.7657 | 0.8751 |
266
- | No log | 47.7778 | 430 | 0.7405 | 0.5534 | 0.7405 | 0.8605 |
267
- | No log | 48.0 | 432 | 0.7236 | 0.5345 | 0.7236 | 0.8506 |
268
- | No log | 48.2222 | 434 | 0.7149 | 0.5044 | 0.7149 | 0.8455 |
269
- | No log | 48.4444 | 436 | 0.7117 | 0.5044 | 0.7117 | 0.8436 |
270
- | No log | 48.6667 | 438 | 0.7122 | 0.5345 | 0.7122 | 0.8439 |
271
- | No log | 48.8889 | 440 | 0.7116 | 0.5084 | 0.7116 | 0.8436 |
272
- | No log | 49.1111 | 442 | 0.7210 | 0.5534 | 0.7210 | 0.8491 |
273
- | No log | 49.3333 | 444 | 0.7039 | 0.5642 | 0.7039 | 0.8390 |
274
- | No log | 49.5556 | 446 | 0.6930 | 0.5642 | 0.6930 | 0.8324 |
275
- | No log | 49.7778 | 448 | 0.6696 | 0.5206 | 0.6696 | 0.8183 |
276
- | No log | 50.0 | 450 | 0.6575 | 0.4858 | 0.6575 | 0.8109 |
277
- | No log | 50.2222 | 452 | 0.6573 | 0.5195 | 0.6573 | 0.8107 |
278
- | No log | 50.4444 | 454 | 0.6566 | 0.5622 | 0.6566 | 0.8103 |
279
- | No log | 50.6667 | 456 | 0.6694 | 0.5622 | 0.6694 | 0.8182 |
280
- | No log | 50.8889 | 458 | 0.6931 | 0.5383 | 0.6931 | 0.8325 |
281
- | No log | 51.1111 | 460 | 0.6807 | 0.5595 | 0.6807 | 0.8251 |
282
- | No log | 51.3333 | 462 | 0.6610 | 0.5798 | 0.6610 | 0.8130 |
283
- | No log | 51.5556 | 464 | 0.6699 | 0.5798 | 0.6699 | 0.8185 |
284
- | No log | 51.7778 | 466 | 0.6890 | 0.5787 | 0.6890 | 0.8301 |
285
- | No log | 52.0 | 468 | 0.6983 | 0.5809 | 0.6983 | 0.8356 |
286
- | No log | 52.2222 | 470 | 0.7073 | 0.5498 | 0.7073 | 0.8410 |
287
- | No log | 52.4444 | 472 | 0.6838 | 0.5944 | 0.6838 | 0.8269 |
288
- | No log | 52.6667 | 474 | 0.6746 | 0.5534 | 0.6746 | 0.8213 |
289
- | No log | 52.8889 | 476 | 0.6830 | 0.5751 | 0.6830 | 0.8264 |
290
- | No log | 53.1111 | 478 | 0.7105 | 0.5614 | 0.7105 | 0.8429 |
291
- | No log | 53.3333 | 480 | 0.7284 | 0.5150 | 0.7284 | 0.8534 |
292
- | No log | 53.5556 | 482 | 0.7083 | 0.5595 | 0.7083 | 0.8416 |
293
- | No log | 53.7778 | 484 | 0.6696 | 0.5510 | 0.6696 | 0.8183 |
294
- | No log | 54.0 | 486 | 0.6479 | 0.6187 | 0.6479 | 0.8049 |
295
- | No log | 54.2222 | 488 | 0.6461 | 0.6849 | 0.6461 | 0.8038 |
296
- | No log | 54.4444 | 490 | 0.6612 | 0.5832 | 0.6612 | 0.8131 |
297
- | No log | 54.6667 | 492 | 0.6812 | 0.5688 | 0.6812 | 0.8254 |
298
- | No log | 54.8889 | 494 | 0.7014 | 0.5766 | 0.7014 | 0.8375 |
299
- | No log | 55.1111 | 496 | 0.6999 | 0.5395 | 0.6999 | 0.8366 |
300
- | No log | 55.3333 | 498 | 0.6824 | 0.5751 | 0.6824 | 0.8261 |
301
- | 0.2171 | 55.5556 | 500 | 0.6658 | 0.5103 | 0.6658 | 0.8159 |
302
- | 0.2171 | 55.7778 | 502 | 0.6616 | 0.5010 | 0.6616 | 0.8134 |
303
- | 0.2171 | 56.0 | 504 | 0.6599 | 0.5010 | 0.6599 | 0.8123 |
304
- | 0.2171 | 56.2222 | 506 | 0.6591 | 0.5121 | 0.6591 | 0.8119 |
305
- | 0.2171 | 56.4444 | 508 | 0.6738 | 0.5084 | 0.6738 | 0.8208 |
306
- | 0.2171 | 56.6667 | 510 | 0.7132 | 0.5642 | 0.7132 | 0.8445 |
307
- | 0.2171 | 56.8889 | 512 | 0.7629 | 0.5356 | 0.7629 | 0.8735 |
308
- | 0.2171 | 57.1111 | 514 | 0.7895 | 0.5356 | 0.7895 | 0.8885 |
309
- | 0.2171 | 57.3333 | 516 | 0.7818 | 0.5356 | 0.7818 | 0.8842 |
310
- | 0.2171 | 57.5556 | 518 | 0.7356 | 0.5400 | 0.7356 | 0.8576 |
311
- | 0.2171 | 57.7778 | 520 | 0.6937 | 0.4869 | 0.6937 | 0.8329 |
312
- | 0.2171 | 58.0 | 522 | 0.6907 | 0.4792 | 0.6907 | 0.8311 |
313
- | 0.2171 | 58.2222 | 524 | 0.7059 | 0.4938 | 0.7059 | 0.8402 |
314
- | 0.2171 | 58.4444 | 526 | 0.7029 | 0.4560 | 0.7029 | 0.8384 |
315
- | 0.2171 | 58.6667 | 528 | 0.6975 | 0.4660 | 0.6975 | 0.8352 |
316
 
317
 
318
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_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: 0.7057
19
+ - Qwk: 0.5626
20
+ - Mse: 0.7057
21
+ - Rmse: 0.8401
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1818 | 2 | 3.8797 | -0.0151 | 3.8797 | 1.9697 |
53
+ | No log | 0.3636 | 4 | 2.2542 | -0.0161 | 2.2542 | 1.5014 |
54
+ | No log | 0.5455 | 6 | 1.5640 | 0.0408 | 1.5640 | 1.2506 |
55
+ | No log | 0.7273 | 8 | 1.1553 | 0.0760 | 1.1553 | 1.0748 |
56
+ | No log | 0.9091 | 10 | 1.0787 | 0.2343 | 1.0787 | 1.0386 |
57
+ | No log | 1.0909 | 12 | 1.2778 | 0.0085 | 1.2778 | 1.1304 |
58
+ | No log | 1.2727 | 14 | 1.3674 | -0.0148 | 1.3674 | 1.1694 |
59
+ | No log | 1.4545 | 16 | 1.1710 | 0.1261 | 1.1710 | 1.0821 |
60
+ | No log | 1.6364 | 18 | 1.0584 | 0.2074 | 1.0584 | 1.0288 |
61
+ | No log | 1.8182 | 20 | 1.1532 | 0.1910 | 1.1532 | 1.0739 |
62
+ | No log | 2.0 | 22 | 1.0715 | 0.2611 | 1.0715 | 1.0352 |
63
+ | No log | 2.1818 | 24 | 1.1021 | 0.2659 | 1.1021 | 1.0498 |
64
+ | No log | 2.3636 | 26 | 1.1801 | 0.2295 | 1.1801 | 1.0863 |
65
+ | No log | 2.5455 | 28 | 1.1904 | 0.1910 | 1.1904 | 1.0910 |
66
+ | No log | 2.7273 | 30 | 1.0786 | 0.2857 | 1.0786 | 1.0385 |
67
+ | No log | 2.9091 | 32 | 1.0629 | 0.2566 | 1.0629 | 1.0310 |
68
+ | No log | 3.0909 | 34 | 1.0899 | 0.2770 | 1.0899 | 1.0440 |
69
+ | No log | 3.2727 | 36 | 1.1022 | 0.1398 | 1.1022 | 1.0498 |
70
+ | No log | 3.4545 | 38 | 1.1317 | 0.1591 | 1.1317 | 1.0638 |
71
+ | No log | 3.6364 | 40 | 1.1801 | 0.0820 | 1.1801 | 1.0863 |
72
+ | No log | 3.8182 | 42 | 1.1056 | 0.1805 | 1.1056 | 1.0515 |
73
+ | No log | 4.0 | 44 | 0.9069 | 0.2448 | 0.9069 | 0.9523 |
74
+ | No log | 4.1818 | 46 | 0.8893 | 0.3112 | 0.8893 | 0.9430 |
75
+ | No log | 4.3636 | 48 | 0.8987 | 0.3011 | 0.8987 | 0.9480 |
76
+ | No log | 4.5455 | 50 | 1.0456 | 0.3361 | 1.0456 | 1.0226 |
77
+ | No log | 4.7273 | 52 | 1.0315 | 0.3772 | 1.0315 | 1.0156 |
78
+ | No log | 4.9091 | 54 | 0.8472 | 0.3661 | 0.8472 | 0.9205 |
79
+ | No log | 5.0909 | 56 | 0.8577 | 0.3721 | 0.8577 | 0.9261 |
80
+ | No log | 5.2727 | 58 | 0.9184 | 0.3301 | 0.9184 | 0.9584 |
81
+ | No log | 5.4545 | 60 | 0.9835 | 0.1961 | 0.9835 | 0.9917 |
82
+ | No log | 5.6364 | 62 | 0.9938 | 0.1987 | 0.9938 | 0.9969 |
83
+ | No log | 5.8182 | 64 | 0.9835 | 0.2850 | 0.9835 | 0.9917 |
84
+ | No log | 6.0 | 66 | 0.9564 | 0.3411 | 0.9564 | 0.9780 |
85
+ | No log | 6.1818 | 68 | 0.8398 | 0.4313 | 0.8398 | 0.9164 |
86
+ | No log | 6.3636 | 70 | 0.8642 | 0.4342 | 0.8642 | 0.9296 |
87
+ | No log | 6.5455 | 72 | 0.8220 | 0.4487 | 0.8220 | 0.9066 |
88
+ | No log | 6.7273 | 74 | 0.8496 | 0.4879 | 0.8496 | 0.9217 |
89
+ | No log | 6.9091 | 76 | 0.9117 | 0.4128 | 0.9117 | 0.9548 |
90
+ | No log | 7.0909 | 78 | 0.8032 | 0.5396 | 0.8032 | 0.8962 |
91
+ | No log | 7.2727 | 80 | 0.8479 | 0.4843 | 0.8479 | 0.9208 |
92
+ | No log | 7.4545 | 82 | 0.8160 | 0.5522 | 0.8160 | 0.9033 |
93
+ | No log | 7.6364 | 84 | 0.7757 | 0.5969 | 0.7757 | 0.8808 |
94
+ | No log | 7.8182 | 86 | 0.8290 | 0.5144 | 0.8290 | 0.9105 |
95
+ | No log | 8.0 | 88 | 1.0519 | 0.4281 | 1.0519 | 1.0256 |
96
+ | No log | 8.1818 | 90 | 1.0822 | 0.4273 | 1.0822 | 1.0403 |
97
+ | No log | 8.3636 | 92 | 0.8511 | 0.5266 | 0.8511 | 0.9226 |
98
+ | No log | 8.5455 | 94 | 0.8403 | 0.4346 | 0.8403 | 0.9167 |
99
+ | No log | 8.7273 | 96 | 0.9118 | 0.3468 | 0.9118 | 0.9549 |
100
+ | No log | 8.9091 | 98 | 0.8302 | 0.3908 | 0.8302 | 0.9111 |
101
+ | No log | 9.0909 | 100 | 0.7711 | 0.5640 | 0.7711 | 0.8781 |
102
+ | No log | 9.2727 | 102 | 0.9022 | 0.5428 | 0.9022 | 0.9499 |
103
+ | No log | 9.4545 | 104 | 0.9870 | 0.5179 | 0.9870 | 0.9935 |
104
+ | No log | 9.6364 | 106 | 0.7824 | 0.5543 | 0.7824 | 0.8845 |
105
+ | No log | 9.8182 | 108 | 0.6832 | 0.5557 | 0.6832 | 0.8266 |
106
+ | No log | 10.0 | 110 | 0.7102 | 0.4747 | 0.7102 | 0.8427 |
107
+ | No log | 10.1818 | 112 | 0.7176 | 0.5492 | 0.7176 | 0.8471 |
108
+ | No log | 10.3636 | 114 | 0.8335 | 0.5041 | 0.8335 | 0.9130 |
109
+ | No log | 10.5455 | 116 | 0.9802 | 0.3982 | 0.9802 | 0.9900 |
110
+ | No log | 10.7273 | 118 | 0.9685 | 0.4123 | 0.9685 | 0.9841 |
111
+ | No log | 10.9091 | 120 | 0.7593 | 0.6118 | 0.7593 | 0.8714 |
112
+ | No log | 11.0909 | 122 | 0.7110 | 0.5274 | 0.7110 | 0.8432 |
113
+ | No log | 11.2727 | 124 | 0.7332 | 0.4723 | 0.7332 | 0.8563 |
114
+ | No log | 11.4545 | 126 | 0.7153 | 0.5412 | 0.7153 | 0.8457 |
115
+ | No log | 11.6364 | 128 | 0.7427 | 0.5343 | 0.7427 | 0.8618 |
116
+ | No log | 11.8182 | 130 | 0.7929 | 0.4616 | 0.7929 | 0.8904 |
117
+ | No log | 12.0 | 132 | 0.7914 | 0.4645 | 0.7914 | 0.8896 |
118
+ | No log | 12.1818 | 134 | 0.8182 | 0.4845 | 0.8182 | 0.9046 |
119
+ | No log | 12.3636 | 136 | 0.7783 | 0.4963 | 0.7783 | 0.8822 |
120
+ | No log | 12.5455 | 138 | 0.7750 | 0.5690 | 0.7750 | 0.8803 |
121
+ | No log | 12.7273 | 140 | 0.9079 | 0.5436 | 0.9079 | 0.9528 |
122
+ | No log | 12.9091 | 142 | 0.8590 | 0.5668 | 0.8590 | 0.9268 |
123
+ | No log | 13.0909 | 144 | 0.7516 | 0.5236 | 0.7516 | 0.8670 |
124
+ | No log | 13.2727 | 146 | 0.8058 | 0.3908 | 0.8058 | 0.8977 |
125
+ | No log | 13.4545 | 148 | 0.8077 | 0.4282 | 0.8077 | 0.8987 |
126
+ | No log | 13.6364 | 150 | 0.7553 | 0.4676 | 0.7553 | 0.8691 |
127
+ | No log | 13.8182 | 152 | 0.8525 | 0.4350 | 0.8525 | 0.9233 |
128
+ | No log | 14.0 | 154 | 0.9381 | 0.3391 | 0.9381 | 0.9686 |
129
+ | No log | 14.1818 | 156 | 0.8628 | 0.4224 | 0.8628 | 0.9289 |
130
+ | No log | 14.3636 | 158 | 0.7848 | 0.4888 | 0.7848 | 0.8859 |
131
+ | No log | 14.5455 | 160 | 0.7833 | 0.5174 | 0.7833 | 0.8850 |
132
+ | No log | 14.7273 | 162 | 0.7567 | 0.5370 | 0.7567 | 0.8699 |
133
+ | No log | 14.9091 | 164 | 0.7343 | 0.5357 | 0.7343 | 0.8569 |
134
+ | No log | 15.0909 | 166 | 0.7409 | 0.4875 | 0.7409 | 0.8608 |
135
+ | No log | 15.2727 | 168 | 0.7796 | 0.5368 | 0.7796 | 0.8829 |
136
+ | No log | 15.4545 | 170 | 0.7266 | 0.4975 | 0.7266 | 0.8524 |
137
+ | No log | 15.6364 | 172 | 0.7216 | 0.4969 | 0.7216 | 0.8495 |
138
+ | No log | 15.8182 | 174 | 0.7066 | 0.5563 | 0.7066 | 0.8406 |
139
+ | No log | 16.0 | 176 | 0.7402 | 0.5166 | 0.7402 | 0.8603 |
140
+ | No log | 16.1818 | 178 | 0.7466 | 0.5166 | 0.7466 | 0.8641 |
141
+ | No log | 16.3636 | 180 | 0.7648 | 0.5186 | 0.7648 | 0.8745 |
142
+ | No log | 16.5455 | 182 | 0.8640 | 0.4799 | 0.8640 | 0.9295 |
143
+ | No log | 16.7273 | 184 | 0.8457 | 0.5254 | 0.8457 | 0.9196 |
144
+ | No log | 16.9091 | 186 | 0.7407 | 0.6025 | 0.7407 | 0.8606 |
145
+ | No log | 17.0909 | 188 | 0.6988 | 0.5142 | 0.6988 | 0.8359 |
146
+ | No log | 17.2727 | 190 | 0.7029 | 0.5044 | 0.7029 | 0.8384 |
147
+ | No log | 17.4545 | 192 | 0.7113 | 0.5125 | 0.7113 | 0.8434 |
148
+ | No log | 17.6364 | 194 | 0.7241 | 0.5234 | 0.7241 | 0.8510 |
149
+ | No log | 17.8182 | 196 | 0.7539 | 0.5442 | 0.7539 | 0.8683 |
150
+ | No log | 18.0 | 198 | 0.7618 | 0.4531 | 0.7618 | 0.8728 |
151
+ | No log | 18.1818 | 200 | 0.7480 | 0.4417 | 0.7480 | 0.8649 |
152
+ | No log | 18.3636 | 202 | 0.7198 | 0.5331 | 0.7198 | 0.8484 |
153
+ | No log | 18.5455 | 204 | 0.7221 | 0.5751 | 0.7221 | 0.8497 |
154
+ | No log | 18.7273 | 206 | 0.7536 | 0.5938 | 0.7536 | 0.8681 |
155
+ | No log | 18.9091 | 208 | 0.7248 | 0.5410 | 0.7248 | 0.8514 |
156
+ | No log | 19.0909 | 210 | 0.7369 | 0.5678 | 0.7369 | 0.8584 |
157
+ | No log | 19.2727 | 212 | 0.7787 | 0.4329 | 0.7787 | 0.8824 |
158
+ | No log | 19.4545 | 214 | 0.8557 | 0.4006 | 0.8557 | 0.9251 |
159
+ | No log | 19.6364 | 216 | 0.8762 | 0.4006 | 0.8762 | 0.9361 |
160
+ | No log | 19.8182 | 218 | 0.8313 | 0.3656 | 0.8313 | 0.9117 |
161
+ | No log | 20.0 | 220 | 0.8193 | 0.4728 | 0.8193 | 0.9052 |
162
+ | No log | 20.1818 | 222 | 0.8794 | 0.4696 | 0.8794 | 0.9377 |
163
+ | No log | 20.3636 | 224 | 0.9045 | 0.4043 | 0.9045 | 0.9511 |
164
+ | No log | 20.5455 | 226 | 0.8053 | 0.5516 | 0.8053 | 0.8974 |
165
+ | No log | 20.7273 | 228 | 0.7293 | 0.5475 | 0.7293 | 0.8540 |
166
+ | No log | 20.9091 | 230 | 0.7272 | 0.5660 | 0.7272 | 0.8528 |
167
+ | No log | 21.0909 | 232 | 0.7927 | 0.5279 | 0.7927 | 0.8903 |
168
+ | No log | 21.2727 | 234 | 0.8809 | 0.4796 | 0.8809 | 0.9386 |
169
+ | No log | 21.4545 | 236 | 0.8392 | 0.5846 | 0.8392 | 0.9161 |
170
+ | No log | 21.6364 | 238 | 0.7700 | 0.5121 | 0.7700 | 0.8775 |
171
+ | No log | 21.8182 | 240 | 0.7756 | 0.4048 | 0.7756 | 0.8807 |
172
+ | No log | 22.0 | 242 | 0.7812 | 0.4163 | 0.7812 | 0.8839 |
173
+ | No log | 22.1818 | 244 | 0.7794 | 0.4395 | 0.7794 | 0.8828 |
174
+ | No log | 22.3636 | 246 | 0.7699 | 0.4163 | 0.7699 | 0.8775 |
175
+ | No log | 22.5455 | 248 | 0.7538 | 0.4428 | 0.7538 | 0.8682 |
176
+ | No log | 22.7273 | 250 | 0.7333 | 0.4789 | 0.7333 | 0.8563 |
177
+ | No log | 22.9091 | 252 | 0.7270 | 0.5223 | 0.7270 | 0.8527 |
178
+ | No log | 23.0909 | 254 | 0.7233 | 0.5330 | 0.7233 | 0.8505 |
179
+ | No log | 23.2727 | 256 | 0.7286 | 0.4661 | 0.7286 | 0.8536 |
180
+ | No log | 23.4545 | 258 | 0.7514 | 0.4645 | 0.7514 | 0.8668 |
181
+ | No log | 23.6364 | 260 | 0.7760 | 0.4613 | 0.7760 | 0.8809 |
182
+ | No log | 23.8182 | 262 | 0.7857 | 0.4728 | 0.7857 | 0.8864 |
183
+ | No log | 24.0 | 264 | 0.7772 | 0.4269 | 0.7772 | 0.8816 |
184
+ | No log | 24.1818 | 266 | 0.7522 | 0.4540 | 0.7522 | 0.8673 |
185
+ | No log | 24.3636 | 268 | 0.7253 | 0.5038 | 0.7253 | 0.8517 |
186
+ | No log | 24.5455 | 270 | 0.7081 | 0.5630 | 0.7081 | 0.8415 |
187
+ | No log | 24.7273 | 272 | 0.6745 | 0.5618 | 0.6745 | 0.8213 |
188
+ | No log | 24.9091 | 274 | 0.6633 | 0.5785 | 0.6633 | 0.8144 |
189
+ | No log | 25.0909 | 276 | 0.6680 | 0.5356 | 0.6680 | 0.8173 |
190
+ | No log | 25.2727 | 278 | 0.6806 | 0.5356 | 0.6806 | 0.8250 |
191
+ | No log | 25.4545 | 280 | 0.6902 | 0.5356 | 0.6902 | 0.8308 |
192
+ | No log | 25.6364 | 282 | 0.6937 | 0.5463 | 0.6937 | 0.8329 |
193
+ | No log | 25.8182 | 284 | 0.6963 | 0.5356 | 0.6963 | 0.8345 |
194
+ | No log | 26.0 | 286 | 0.6998 | 0.5139 | 0.6998 | 0.8366 |
195
+ | No log | 26.1818 | 288 | 0.7054 | 0.5139 | 0.7054 | 0.8399 |
196
+ | No log | 26.3636 | 290 | 0.7047 | 0.5356 | 0.7047 | 0.8395 |
197
+ | No log | 26.5455 | 292 | 0.7158 | 0.5016 | 0.7158 | 0.8461 |
198
+ | No log | 26.7273 | 294 | 0.7342 | 0.4646 | 0.7342 | 0.8569 |
199
+ | No log | 26.9091 | 296 | 0.7422 | 0.5208 | 0.7422 | 0.8615 |
200
+ | No log | 27.0909 | 298 | 0.7282 | 0.5654 | 0.7282 | 0.8534 |
201
+ | No log | 27.2727 | 300 | 0.6916 | 0.4995 | 0.6916 | 0.8316 |
202
+ | No log | 27.4545 | 302 | 0.6937 | 0.4995 | 0.6937 | 0.8329 |
203
+ | No log | 27.6364 | 304 | 0.7054 | 0.4219 | 0.7054 | 0.8399 |
204
+ | No log | 27.8182 | 306 | 0.7096 | 0.4691 | 0.7096 | 0.8424 |
205
+ | No log | 28.0 | 308 | 0.7108 | 0.4691 | 0.7108 | 0.8431 |
206
+ | No log | 28.1818 | 310 | 0.7164 | 0.4893 | 0.7164 | 0.8464 |
207
+ | No log | 28.3636 | 312 | 0.7319 | 0.5210 | 0.7319 | 0.8555 |
208
+ | No log | 28.5455 | 314 | 0.7304 | 0.4757 | 0.7304 | 0.8546 |
209
+ | No log | 28.7273 | 316 | 0.7253 | 0.5199 | 0.7253 | 0.8517 |
210
+ | No log | 28.9091 | 318 | 0.6978 | 0.4922 | 0.6978 | 0.8353 |
211
+ | No log | 29.0909 | 320 | 0.6922 | 0.5287 | 0.6922 | 0.8320 |
212
+ | No log | 29.2727 | 322 | 0.7047 | 0.4962 | 0.7047 | 0.8395 |
213
+ | No log | 29.4545 | 324 | 0.6979 | 0.4706 | 0.6979 | 0.8354 |
214
+ | No log | 29.6364 | 326 | 0.6968 | 0.5552 | 0.6968 | 0.8348 |
215
+ | No log | 29.8182 | 328 | 0.7151 | 0.5304 | 0.7151 | 0.8456 |
216
+ | No log | 30.0 | 330 | 0.7049 | 0.5552 | 0.7049 | 0.8396 |
217
+ | No log | 30.1818 | 332 | 0.7119 | 0.4225 | 0.7119 | 0.8437 |
218
+ | No log | 30.3636 | 334 | 0.7130 | 0.4609 | 0.7130 | 0.8444 |
219
+ | No log | 30.5455 | 336 | 0.6906 | 0.5831 | 0.6906 | 0.8310 |
220
+ | No log | 30.7273 | 338 | 0.6836 | 0.5832 | 0.6836 | 0.8268 |
221
+ | No log | 30.9091 | 340 | 0.6728 | 0.6147 | 0.6728 | 0.8203 |
222
+ | No log | 31.0909 | 342 | 0.6753 | 0.6087 | 0.6753 | 0.8218 |
223
+ | No log | 31.2727 | 344 | 0.6846 | 0.5974 | 0.6846 | 0.8274 |
224
+ | No log | 31.4545 | 346 | 0.6970 | 0.5999 | 0.6970 | 0.8349 |
225
+ | No log | 31.6364 | 348 | 0.7010 | 0.5748 | 0.7010 | 0.8372 |
226
+ | No log | 31.8182 | 350 | 0.6663 | 0.5884 | 0.6663 | 0.8163 |
227
+ | No log | 32.0 | 352 | 0.6919 | 0.5855 | 0.6919 | 0.8318 |
228
+ | No log | 32.1818 | 354 | 0.7155 | 0.5969 | 0.7155 | 0.8459 |
229
+ | No log | 32.3636 | 356 | 0.7336 | 0.4645 | 0.7336 | 0.8565 |
230
+ | No log | 32.5455 | 358 | 0.7506 | 0.4778 | 0.7506 | 0.8663 |
231
+ | No log | 32.7273 | 360 | 0.7450 | 0.4645 | 0.7450 | 0.8631 |
232
+ | No log | 32.9091 | 362 | 0.7439 | 0.5232 | 0.7439 | 0.8625 |
233
+ | No log | 33.0909 | 364 | 0.7289 | 0.5654 | 0.7289 | 0.8537 |
234
+ | No log | 33.2727 | 366 | 0.6908 | 0.5450 | 0.6908 | 0.8311 |
235
+ | No log | 33.4545 | 368 | 0.6768 | 0.5648 | 0.6768 | 0.8227 |
236
+ | No log | 33.6364 | 370 | 0.6770 | 0.6147 | 0.6770 | 0.8228 |
237
+ | No log | 33.8182 | 372 | 0.6628 | 0.5853 | 0.6628 | 0.8141 |
238
+ | No log | 34.0 | 374 | 0.6625 | 0.5763 | 0.6625 | 0.8140 |
239
+ | No log | 34.1818 | 376 | 0.6756 | 0.5819 | 0.6756 | 0.8220 |
240
+ | No log | 34.3636 | 378 | 0.6856 | 0.5176 | 0.6856 | 0.8280 |
241
+ | No log | 34.5455 | 380 | 0.7042 | 0.5223 | 0.7042 | 0.8392 |
242
+ | No log | 34.7273 | 382 | 0.7274 | 0.5331 | 0.7274 | 0.8529 |
243
+ | No log | 34.9091 | 384 | 0.7419 | 0.5546 | 0.7419 | 0.8613 |
244
+ | No log | 35.0909 | 386 | 0.7334 | 0.4757 | 0.7334 | 0.8564 |
245
+ | No log | 35.2727 | 388 | 0.7439 | 0.5060 | 0.7439 | 0.8625 |
246
+ | No log | 35.4545 | 390 | 0.7532 | 0.4834 | 0.7532 | 0.8678 |
247
+ | No log | 35.6364 | 392 | 0.7247 | 0.4834 | 0.7247 | 0.8513 |
248
+ | No log | 35.8182 | 394 | 0.7045 | 0.4772 | 0.7045 | 0.8393 |
249
+ | No log | 36.0 | 396 | 0.6957 | 0.5657 | 0.6957 | 0.8341 |
250
+ | No log | 36.1818 | 398 | 0.6766 | 0.5492 | 0.6766 | 0.8226 |
251
+ | No log | 36.3636 | 400 | 0.6669 | 0.5224 | 0.6669 | 0.8166 |
252
+ | No log | 36.5455 | 402 | 0.6704 | 0.5752 | 0.6704 | 0.8188 |
253
+ | No log | 36.7273 | 404 | 0.6749 | 0.5120 | 0.6749 | 0.8215 |
254
+ | No log | 36.9091 | 406 | 0.6819 | 0.5030 | 0.6819 | 0.8258 |
255
+ | No log | 37.0909 | 408 | 0.6871 | 0.5139 | 0.6871 | 0.8289 |
256
+ | No log | 37.2727 | 410 | 0.6892 | 0.5224 | 0.6892 | 0.8302 |
257
+ | No log | 37.4545 | 412 | 0.6938 | 0.5316 | 0.6938 | 0.8330 |
258
+ | No log | 37.6364 | 414 | 0.6935 | 0.5832 | 0.6935 | 0.8328 |
259
+ | No log | 37.8182 | 416 | 0.6985 | 0.6305 | 0.6985 | 0.8358 |
260
+ | No log | 38.0 | 418 | 0.6726 | 0.5621 | 0.6726 | 0.8201 |
261
+ | No log | 38.1818 | 420 | 0.6671 | 0.5671 | 0.6671 | 0.8168 |
262
+ | No log | 38.3636 | 422 | 0.6759 | 0.5466 | 0.6759 | 0.8221 |
263
+ | No log | 38.5455 | 424 | 0.6809 | 0.5671 | 0.6809 | 0.8251 |
264
+ | No log | 38.7273 | 426 | 0.6996 | 0.5648 | 0.6996 | 0.8364 |
265
+ | No log | 38.9091 | 428 | 0.7003 | 0.5434 | 0.7003 | 0.8368 |
266
+ | No log | 39.0909 | 430 | 0.6992 | 0.5304 | 0.6992 | 0.8362 |
267
+ | No log | 39.2727 | 432 | 0.6838 | 0.6119 | 0.6838 | 0.8269 |
268
+ | No log | 39.4545 | 434 | 0.6889 | 0.5987 | 0.6889 | 0.8300 |
269
+ | No log | 39.6364 | 436 | 0.6827 | 0.5416 | 0.6827 | 0.8263 |
270
+ | No log | 39.8182 | 438 | 0.6822 | 0.4996 | 0.6822 | 0.8260 |
271
+ | No log | 40.0 | 440 | 0.6981 | 0.4813 | 0.6981 | 0.8356 |
272
+ | No log | 40.1818 | 442 | 0.7384 | 0.5421 | 0.7384 | 0.8593 |
273
+ | No log | 40.3636 | 444 | 0.7365 | 0.4962 | 0.7365 | 0.8582 |
274
+ | No log | 40.5455 | 446 | 0.7105 | 0.5023 | 0.7105 | 0.8429 |
275
+ | No log | 40.7273 | 448 | 0.7365 | 0.5304 | 0.7365 | 0.8582 |
276
+ | No log | 40.9091 | 450 | 0.7613 | 0.5888 | 0.7613 | 0.8725 |
277
+ | No log | 41.0909 | 452 | 0.7494 | 0.5888 | 0.7494 | 0.8657 |
278
+ | No log | 41.2727 | 454 | 0.7105 | 0.5699 | 0.7105 | 0.8429 |
279
+ | No log | 41.4545 | 456 | 0.6659 | 0.5752 | 0.6659 | 0.8160 |
280
+ | No log | 41.6364 | 458 | 0.6803 | 0.5391 | 0.6803 | 0.8248 |
281
+ | No log | 41.8182 | 460 | 0.6804 | 0.5726 | 0.6804 | 0.8248 |
282
+ | No log | 42.0 | 462 | 0.6567 | 0.5796 | 0.6567 | 0.8104 |
283
+ | No log | 42.1818 | 464 | 0.6596 | 0.5853 | 0.6596 | 0.8122 |
284
+ | No log | 42.3636 | 466 | 0.6805 | 0.5637 | 0.6805 | 0.8249 |
285
+ | No log | 42.5455 | 468 | 0.7280 | 0.5938 | 0.7280 | 0.8532 |
286
+ | No log | 42.7273 | 470 | 0.7271 | 0.5774 | 0.7271 | 0.8527 |
287
+ | No log | 42.9091 | 472 | 0.7169 | 0.4879 | 0.7169 | 0.8467 |
288
+ | No log | 43.0909 | 474 | 0.7080 | 0.4772 | 0.7080 | 0.8414 |
289
+ | No log | 43.2727 | 476 | 0.6956 | 0.4787 | 0.6956 | 0.8341 |
290
+ | No log | 43.4545 | 478 | 0.6894 | 0.4787 | 0.6894 | 0.8303 |
291
+ | No log | 43.6364 | 480 | 0.6913 | 0.4770 | 0.6913 | 0.8314 |
292
+ | No log | 43.8182 | 482 | 0.7056 | 0.5858 | 0.7056 | 0.8400 |
293
+ | No log | 44.0 | 484 | 0.6900 | 0.5546 | 0.6900 | 0.8307 |
294
+ | No log | 44.1818 | 486 | 0.6708 | 0.5368 | 0.6708 | 0.8190 |
295
+ | No log | 44.3636 | 488 | 0.6946 | 0.5204 | 0.6946 | 0.8334 |
296
+ | No log | 44.5455 | 490 | 0.7024 | 0.5204 | 0.7024 | 0.8381 |
297
+ | No log | 44.7273 | 492 | 0.6899 | 0.5066 | 0.6899 | 0.8306 |
298
+ | No log | 44.9091 | 494 | 0.6991 | 0.5234 | 0.6991 | 0.8361 |
299
+ | No log | 45.0909 | 496 | 0.7290 | 0.5740 | 0.7290 | 0.8538 |
300
+ | No log | 45.2727 | 498 | 0.7293 | 0.5740 | 0.7293 | 0.8540 |
301
+ | 0.2408 | 45.4545 | 500 | 0.7114 | 0.5975 | 0.7114 | 0.8434 |
302
+ | 0.2408 | 45.6364 | 502 | 0.7020 | 0.5438 | 0.7020 | 0.8379 |
303
+ | 0.2408 | 45.8182 | 504 | 0.6992 | 0.5869 | 0.6992 | 0.8362 |
304
+ | 0.2408 | 46.0 | 506 | 0.7041 | 0.5869 | 0.7041 | 0.8391 |
305
+ | 0.2408 | 46.1818 | 508 | 0.7141 | 0.5626 | 0.7141 | 0.8450 |
306
+ | 0.2408 | 46.3636 | 510 | 0.7057 | 0.5626 | 0.7057 | 0.8401 |
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions