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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization

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Training in progress, step 500

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  1. README.md +564 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. training_args.bin +3 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ base_model: aubmindlab/bert-base-arabertv02
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
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+ results: []
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+ ---
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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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+
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+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
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+
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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: 0.8938
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+ - Qwk: 0.3042
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+ - Mse: 0.8938
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+ - Rmse: 0.9454
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 2e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - num_epochs: 100
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.0455 | 2 | 4.5185 | 0.0010 | 4.5185 | 2.1257 |
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+ | No log | 0.0909 | 4 | 2.5470 | -0.0749 | 2.5470 | 1.5959 |
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+ | No log | 0.1364 | 6 | 1.9417 | -0.0233 | 1.9417 | 1.3934 |
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+ | No log | 0.1818 | 8 | 2.1148 | -0.0164 | 2.1148 | 1.4543 |
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+ | No log | 0.2273 | 10 | 1.6316 | 0.0227 | 1.6316 | 1.2773 |
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+ | No log | 0.2727 | 12 | 1.3490 | -0.0129 | 1.3490 | 1.1614 |
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+ | No log | 0.3182 | 14 | 1.5557 | -0.0368 | 1.5557 | 1.2473 |
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+ | No log | 0.3636 | 16 | 2.0279 | 0.0616 | 2.0279 | 1.4240 |
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+ | No log | 0.4091 | 18 | 1.7399 | 0.0652 | 1.7399 | 1.3190 |
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+ | No log | 0.4545 | 20 | 1.3976 | -0.0984 | 1.3976 | 1.1822 |
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+ | No log | 0.5 | 22 | 1.3304 | -0.0563 | 1.3304 | 1.1534 |
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+ | No log | 0.5455 | 24 | 1.2855 | 0.0030 | 1.2855 | 1.1338 |
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+ | No log | 0.5909 | 26 | 1.2474 | 0.0982 | 1.2474 | 1.1169 |
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+ | No log | 0.6364 | 28 | 1.1982 | 0.2167 | 1.1982 | 1.0946 |
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+ | No log | 0.6818 | 30 | 1.2195 | 0.1176 | 1.2195 | 1.1043 |
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+ | No log | 0.7273 | 32 | 1.2623 | 0.0253 | 1.2623 | 1.1235 |
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+ | No log | 0.7727 | 34 | 1.2108 | 0.0628 | 1.2108 | 1.1004 |
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+ | No log | 0.8182 | 36 | 1.1913 | 0.1857 | 1.1913 | 1.0915 |
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+ | No log | 0.8636 | 38 | 1.1925 | 0.2038 | 1.1925 | 1.0920 |
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+ | No log | 0.9091 | 40 | 1.2060 | 0.2053 | 1.2060 | 1.0982 |
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+ | No log | 0.9545 | 42 | 1.2249 | 0.0722 | 1.2249 | 1.1067 |
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+ | No log | 1.0 | 44 | 1.2791 | 0.1009 | 1.2791 | 1.1310 |
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+ | No log | 1.0455 | 46 | 1.2841 | 0.1379 | 1.2841 | 1.1332 |
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+ | No log | 1.0909 | 48 | 1.2656 | 0.1632 | 1.2656 | 1.1250 |
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+ | No log | 1.1364 | 50 | 1.3293 | 0.0731 | 1.3293 | 1.1530 |
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+ | No log | 1.1818 | 52 | 1.4071 | 0.0421 | 1.4071 | 1.1862 |
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+ | No log | 1.2273 | 54 | 1.2832 | 0.1422 | 1.2832 | 1.1328 |
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+ | No log | 1.2727 | 56 | 1.2611 | 0.1417 | 1.2611 | 1.1230 |
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+ | No log | 1.3182 | 58 | 1.4622 | 0.0887 | 1.4622 | 1.2092 |
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+ | No log | 1.3636 | 60 | 1.4064 | 0.0887 | 1.4064 | 1.1859 |
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+ | No log | 1.4091 | 62 | 1.2435 | 0.2377 | 1.2435 | 1.1151 |
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+ | No log | 1.4545 | 64 | 1.3710 | 0.1050 | 1.3710 | 1.1709 |
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+ | No log | 1.5 | 66 | 1.4833 | 0.0987 | 1.4833 | 1.2179 |
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+ | No log | 1.5455 | 68 | 1.3804 | 0.0537 | 1.3804 | 1.1749 |
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+ | No log | 1.5909 | 70 | 1.1720 | 0.2040 | 1.1720 | 1.0826 |
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+ | No log | 1.6364 | 72 | 1.0927 | 0.2408 | 1.0927 | 1.0453 |
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+ | No log | 1.6818 | 74 | 1.1151 | 0.2023 | 1.1151 | 1.0560 |
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+ | No log | 1.7273 | 76 | 1.1242 | 0.2969 | 1.1242 | 1.0603 |
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+ | No log | 1.7727 | 78 | 1.1569 | 0.2791 | 1.1569 | 1.0756 |
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+ | No log | 1.8182 | 80 | 1.2086 | 0.2878 | 1.2086 | 1.0994 |
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+ | No log | 1.8636 | 82 | 1.3210 | 0.2622 | 1.3210 | 1.1494 |
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+ | No log | 1.9091 | 84 | 1.3428 | 0.2622 | 1.3428 | 1.1588 |
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+ | No log | 1.9545 | 86 | 1.3094 | 0.1471 | 1.3094 | 1.1443 |
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+ | No log | 2.0 | 88 | 1.4937 | 0.2238 | 1.4937 | 1.2222 |
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+ | No log | 2.0455 | 90 | 1.7353 | 0.1716 | 1.7353 | 1.3173 |
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+ | No log | 2.0909 | 92 | 1.5603 | 0.2026 | 1.5603 | 1.2491 |
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+ | No log | 2.1364 | 94 | 1.1383 | 0.2951 | 1.1383 | 1.0669 |
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+ | No log | 2.1818 | 96 | 1.0725 | 0.2306 | 1.0725 | 1.0356 |
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+ | No log | 2.2273 | 98 | 1.0305 | 0.2843 | 1.0305 | 1.0151 |
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+ | No log | 2.2727 | 100 | 1.0401 | 0.3802 | 1.0401 | 1.0198 |
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+ | No log | 2.3182 | 102 | 1.0774 | 0.4435 | 1.0774 | 1.0380 |
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+ | No log | 2.3636 | 104 | 0.9516 | 0.3880 | 0.9516 | 0.9755 |
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+ | No log | 2.4091 | 106 | 1.0552 | 0.3193 | 1.0552 | 1.0273 |
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+ | No log | 2.4545 | 108 | 1.2767 | 0.1984 | 1.2767 | 1.1299 |
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+ | No log | 2.5 | 110 | 1.1929 | 0.3005 | 1.1929 | 1.0922 |
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+ | No log | 2.5455 | 112 | 1.0936 | 0.3584 | 1.0936 | 1.0458 |
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+ | No log | 2.5909 | 114 | 0.9249 | 0.3213 | 0.9249 | 0.9617 |
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+ | No log | 2.6364 | 116 | 1.0044 | 0.3897 | 1.0044 | 1.0022 |
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+ | No log | 2.6818 | 118 | 1.2035 | 0.4055 | 1.2035 | 1.0971 |
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+ | No log | 2.7273 | 120 | 1.1162 | 0.4387 | 1.1162 | 1.0565 |
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+ | No log | 2.7727 | 122 | 0.9258 | 0.3918 | 0.9258 | 0.9622 |
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+ | No log | 2.8182 | 124 | 0.9268 | 0.4705 | 0.9268 | 0.9627 |
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+ | No log | 2.8636 | 126 | 0.9491 | 0.3991 | 0.9491 | 0.9742 |
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+ | No log | 2.9091 | 128 | 0.9614 | 0.3336 | 0.9614 | 0.9805 |
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+ | No log | 2.9545 | 130 | 0.9715 | 0.3336 | 0.9715 | 0.9857 |
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+ | No log | 3.0 | 132 | 1.0139 | 0.4069 | 1.0139 | 1.0069 |
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+ | No log | 3.0455 | 134 | 1.0364 | 0.4069 | 1.0364 | 1.0180 |
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+ | No log | 3.0909 | 136 | 1.0282 | 0.2850 | 1.0282 | 1.0140 |
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+ | No log | 3.1364 | 138 | 1.1400 | 0.3316 | 1.1400 | 1.0677 |
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+ | No log | 3.1818 | 140 | 1.2133 | 0.3197 | 1.2133 | 1.1015 |
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+ | No log | 3.2273 | 142 | 1.1256 | 0.2118 | 1.1256 | 1.0609 |
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+ | No log | 3.2727 | 144 | 1.1457 | 0.3908 | 1.1457 | 1.0704 |
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+ | No log | 3.3182 | 146 | 1.1982 | 0.3785 | 1.1982 | 1.0946 |
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+ | No log | 3.3636 | 148 | 1.0848 | 0.2898 | 1.0848 | 1.0415 |
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+ | No log | 3.4091 | 150 | 1.0775 | 0.2968 | 1.0775 | 1.0380 |
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+ | No log | 3.4545 | 152 | 1.1325 | 0.3343 | 1.1325 | 1.0642 |
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+ | No log | 3.5 | 154 | 1.2962 | 0.4065 | 1.2962 | 1.1385 |
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+ | No log | 3.5455 | 156 | 1.2847 | 0.4065 | 1.2847 | 1.1334 |
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+ | No log | 3.5909 | 158 | 1.1175 | 0.3436 | 1.1175 | 1.0571 |
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+ | No log | 3.6364 | 160 | 1.0292 | 0.3089 | 1.0292 | 1.0145 |
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+ | No log | 3.6818 | 162 | 1.0187 | 0.3547 | 1.0187 | 1.0093 |
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+ | No log | 3.7273 | 164 | 1.0113 | 0.3762 | 1.0113 | 1.0056 |
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+ | No log | 3.7727 | 166 | 1.0578 | 0.4519 | 1.0578 | 1.0285 |
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+ | No log | 3.8182 | 168 | 1.2642 | 0.3398 | 1.2642 | 1.1244 |
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+ | No log | 3.8636 | 170 | 1.2019 | 0.3567 | 1.2019 | 1.0963 |
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+ | No log | 3.9091 | 172 | 0.9628 | 0.4612 | 0.9628 | 0.9812 |
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+ | No log | 3.9545 | 174 | 0.9357 | 0.4105 | 0.9357 | 0.9673 |
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+ | No log | 4.0 | 176 | 0.9481 | 0.4685 | 0.9481 | 0.9737 |
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+ | No log | 4.0455 | 178 | 1.1235 | 0.4611 | 1.1235 | 1.0600 |
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+ | No log | 4.0909 | 180 | 1.1883 | 0.4110 | 1.1883 | 1.0901 |
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+ | No log | 4.1364 | 182 | 1.0075 | 0.4583 | 1.0075 | 1.0038 |
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+ | No log | 4.1818 | 184 | 0.9766 | 0.4337 | 0.9766 | 0.9882 |
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+ | No log | 4.2273 | 186 | 0.9550 | 0.4073 | 0.9550 | 0.9772 |
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+ | No log | 4.2727 | 188 | 1.0132 | 0.4898 | 1.0132 | 1.0066 |
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+ | No log | 4.3182 | 190 | 1.0594 | 0.4600 | 1.0594 | 1.0293 |
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+ | No log | 4.3636 | 192 | 1.1685 | 0.4428 | 1.1685 | 1.0810 |
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+ | No log | 4.4091 | 194 | 1.1637 | 0.3987 | 1.1637 | 1.0787 |
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+ | No log | 4.4545 | 196 | 1.0700 | 0.4201 | 1.0700 | 1.0344 |
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+ | No log | 4.5 | 198 | 1.0513 | 0.3385 | 1.0513 | 1.0253 |
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+ | No log | 4.5455 | 200 | 0.9704 | 0.3256 | 0.9704 | 0.9851 |
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+ | No log | 4.5909 | 202 | 0.9865 | 0.3908 | 0.9865 | 0.9932 |
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+ | No log | 4.6364 | 204 | 0.9732 | 0.3554 | 0.9732 | 0.9865 |
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+ | No log | 4.6818 | 206 | 1.0338 | 0.3707 | 1.0338 | 1.0168 |
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+ | No log | 4.7273 | 208 | 1.3107 | 0.3925 | 1.3107 | 1.1448 |
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+ | No log | 4.7727 | 210 | 1.2897 | 0.3748 | 1.2897 | 1.1357 |
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+ | No log | 4.8182 | 212 | 1.1104 | 0.4382 | 1.1104 | 1.0538 |
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+ | No log | 4.8636 | 214 | 1.0359 | 0.3733 | 1.0359 | 1.0178 |
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+ | No log | 4.9091 | 216 | 1.0373 | 0.3733 | 1.0373 | 1.0185 |
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+ | No log | 4.9545 | 218 | 1.0461 | 0.3626 | 1.0461 | 1.0228 |
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+ | No log | 5.0 | 220 | 1.0071 | 0.2755 | 1.0071 | 1.0035 |
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+ | No log | 5.0455 | 222 | 1.0838 | 0.4201 | 1.0838 | 1.0410 |
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+ | No log | 5.0909 | 224 | 1.0978 | 0.4201 | 1.0978 | 1.0478 |
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+ | No log | 5.1364 | 226 | 1.0244 | 0.3493 | 1.0244 | 1.0121 |
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+ | No log | 5.1818 | 228 | 0.9887 | 0.3268 | 0.9887 | 0.9944 |
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+ | No log | 5.2273 | 230 | 1.0231 | 0.4016 | 1.0231 | 1.0115 |
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+ | No log | 5.2727 | 232 | 1.1368 | 0.4545 | 1.1368 | 1.0662 |
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+ | No log | 5.3182 | 234 | 1.1368 | 0.4839 | 1.1368 | 1.0662 |
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+ | No log | 5.3636 | 236 | 1.1607 | 0.3892 | 1.1607 | 1.0774 |
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+ | No log | 5.4091 | 238 | 1.0559 | 0.4484 | 1.0559 | 1.0276 |
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+ | No log | 5.4545 | 240 | 0.9933 | 0.3535 | 0.9933 | 0.9967 |
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+ | No log | 5.5 | 242 | 1.0012 | 0.3535 | 1.0012 | 1.0006 |
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+ | No log | 5.5455 | 244 | 1.0432 | 0.3786 | 1.0432 | 1.0214 |
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+ | No log | 5.5909 | 246 | 1.0661 | 0.3645 | 1.0661 | 1.0325 |
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+ | No log | 5.6364 | 248 | 1.0137 | 0.2610 | 1.0137 | 1.0068 |
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+ | No log | 5.6818 | 250 | 1.0955 | 0.3154 | 1.0955 | 1.0467 |
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+ | No log | 5.7273 | 252 | 0.9995 | 0.3137 | 0.9995 | 0.9997 |
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+ | No log | 5.7727 | 254 | 1.0095 | 0.3643 | 1.0095 | 1.0047 |
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+ | No log | 5.8182 | 256 | 1.0121 | 0.4732 | 1.0121 | 1.0060 |
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+ | No log | 5.8636 | 258 | 0.9215 | 0.4084 | 0.9215 | 0.9599 |
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+ | No log | 5.9091 | 260 | 0.9124 | 0.3747 | 0.9124 | 0.9552 |
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+ | No log | 5.9545 | 262 | 0.9228 | 0.3902 | 0.9228 | 0.9606 |
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+ | No log | 6.0 | 264 | 0.9733 | 0.3985 | 0.9733 | 0.9866 |
184
+ | No log | 6.0455 | 266 | 1.0668 | 0.3996 | 1.0668 | 1.0329 |
185
+ | No log | 6.0909 | 268 | 1.0805 | 0.3881 | 1.0805 | 1.0395 |
186
+ | No log | 6.1364 | 270 | 0.9673 | 0.4429 | 0.9673 | 0.9835 |
187
+ | No log | 6.1818 | 272 | 0.9501 | 0.3637 | 0.9501 | 0.9748 |
188
+ | No log | 6.2273 | 274 | 1.0650 | 0.3561 | 1.0650 | 1.0320 |
189
+ | No log | 6.2727 | 276 | 1.0476 | 0.3875 | 1.0476 | 1.0235 |
190
+ | No log | 6.3182 | 278 | 1.0304 | 0.3798 | 1.0304 | 1.0151 |
191
+ | No log | 6.3636 | 280 | 0.9595 | 0.3781 | 0.9595 | 0.9796 |
192
+ | No log | 6.4091 | 282 | 0.9203 | 0.4308 | 0.9203 | 0.9593 |
193
+ | No log | 6.4545 | 284 | 0.9279 | 0.4363 | 0.9279 | 0.9633 |
194
+ | No log | 6.5 | 286 | 0.9064 | 0.4108 | 0.9064 | 0.9521 |
195
+ | No log | 6.5455 | 288 | 0.9484 | 0.4681 | 0.9484 | 0.9739 |
196
+ | No log | 6.5909 | 290 | 0.9787 | 0.3864 | 0.9787 | 0.9893 |
197
+ | No log | 6.6364 | 292 | 1.0045 | 0.3864 | 1.0045 | 1.0023 |
198
+ | No log | 6.6818 | 294 | 1.0369 | 0.3864 | 1.0369 | 1.0183 |
199
+ | No log | 6.7273 | 296 | 1.0515 | 0.3739 | 1.0515 | 1.0254 |
200
+ | No log | 6.7727 | 298 | 1.0487 | 0.4792 | 1.0487 | 1.0241 |
201
+ | No log | 6.8182 | 300 | 1.0742 | 0.4933 | 1.0742 | 1.0364 |
202
+ | No log | 6.8636 | 302 | 1.1696 | 0.4462 | 1.1696 | 1.0815 |
203
+ | No log | 6.9091 | 304 | 1.2617 | 0.4344 | 1.2617 | 1.1233 |
204
+ | No log | 6.9545 | 306 | 1.0749 | 0.4252 | 1.0749 | 1.0368 |
205
+ | No log | 7.0 | 308 | 0.8790 | 0.4160 | 0.8790 | 0.9375 |
206
+ | No log | 7.0455 | 310 | 0.9632 | 0.4475 | 0.9632 | 0.9814 |
207
+ | No log | 7.0909 | 312 | 0.9450 | 0.4344 | 0.9450 | 0.9721 |
208
+ | No log | 7.1364 | 314 | 0.8832 | 0.4197 | 0.8832 | 0.9398 |
209
+ | No log | 7.1818 | 316 | 0.8713 | 0.3695 | 0.8713 | 0.9334 |
210
+ | No log | 7.2273 | 318 | 0.8570 | 0.4019 | 0.8570 | 0.9257 |
211
+ | No log | 7.2727 | 320 | 0.9331 | 0.4829 | 0.9331 | 0.9660 |
212
+ | No log | 7.3182 | 322 | 0.9330 | 0.4829 | 0.9330 | 0.9659 |
213
+ | No log | 7.3636 | 324 | 0.8412 | 0.4555 | 0.8412 | 0.9172 |
214
+ | No log | 7.4091 | 326 | 0.9397 | 0.4390 | 0.9397 | 0.9694 |
215
+ | No log | 7.4545 | 328 | 0.9466 | 0.4261 | 0.9466 | 0.9729 |
216
+ | No log | 7.5 | 330 | 0.8646 | 0.4079 | 0.8646 | 0.9298 |
217
+ | No log | 7.5455 | 332 | 0.9630 | 0.4475 | 0.9630 | 0.9813 |
218
+ | No log | 7.5909 | 334 | 0.9675 | 0.4829 | 0.9675 | 0.9836 |
219
+ | No log | 7.6364 | 336 | 0.8664 | 0.3571 | 0.8664 | 0.9308 |
220
+ | No log | 7.6818 | 338 | 0.8640 | 0.3747 | 0.8640 | 0.9295 |
221
+ | No log | 7.7273 | 340 | 0.9238 | 0.4107 | 0.9238 | 0.9612 |
222
+ | No log | 7.7727 | 342 | 0.9887 | 0.4257 | 0.9887 | 0.9943 |
223
+ | No log | 7.8182 | 344 | 0.9762 | 0.4598 | 0.9762 | 0.9880 |
224
+ | No log | 7.8636 | 346 | 0.9431 | 0.4764 | 0.9431 | 0.9712 |
225
+ | No log | 7.9091 | 348 | 0.9599 | 0.4631 | 0.9599 | 0.9798 |
226
+ | No log | 7.9545 | 350 | 0.9516 | 0.4639 | 0.9516 | 0.9755 |
227
+ | No log | 8.0 | 352 | 0.9867 | 0.4591 | 0.9867 | 0.9933 |
228
+ | No log | 8.0455 | 354 | 0.9972 | 0.4221 | 0.9972 | 0.9986 |
229
+ | No log | 8.0909 | 356 | 0.9494 | 0.4013 | 0.9494 | 0.9744 |
230
+ | No log | 8.1364 | 358 | 0.9538 | 0.3886 | 0.9538 | 0.9766 |
231
+ | No log | 8.1818 | 360 | 1.0367 | 0.4094 | 1.0367 | 1.0182 |
232
+ | No log | 8.2273 | 362 | 1.0508 | 0.4094 | 1.0508 | 1.0251 |
233
+ | No log | 8.2727 | 364 | 1.0059 | 0.3778 | 1.0059 | 1.0030 |
234
+ | No log | 8.3182 | 366 | 0.9720 | 0.4386 | 0.9720 | 0.9859 |
235
+ | No log | 8.3636 | 368 | 0.9741 | 0.4129 | 0.9741 | 0.9869 |
236
+ | No log | 8.4091 | 370 | 0.9973 | 0.4435 | 0.9973 | 0.9986 |
237
+ | No log | 8.4545 | 372 | 0.9688 | 0.4641 | 0.9688 | 0.9843 |
238
+ | No log | 8.5 | 374 | 0.8893 | 0.4657 | 0.8893 | 0.9430 |
239
+ | No log | 8.5455 | 376 | 0.8359 | 0.4081 | 0.8359 | 0.9143 |
240
+ | No log | 8.5909 | 378 | 0.8253 | 0.3762 | 0.8253 | 0.9085 |
241
+ | No log | 8.6364 | 380 | 0.8251 | 0.4019 | 0.8251 | 0.9083 |
242
+ | No log | 8.6818 | 382 | 0.8328 | 0.4086 | 0.8328 | 0.9126 |
243
+ | No log | 8.7273 | 384 | 0.8686 | 0.4719 | 0.8686 | 0.9320 |
244
+ | No log | 8.7727 | 386 | 0.9492 | 0.4700 | 0.9492 | 0.9743 |
245
+ | No log | 8.8182 | 388 | 0.9403 | 0.4212 | 0.9403 | 0.9697 |
246
+ | No log | 8.8636 | 390 | 0.9017 | 0.4056 | 0.9017 | 0.9496 |
247
+ | No log | 8.9091 | 392 | 0.8862 | 0.3318 | 0.8862 | 0.9414 |
248
+ | No log | 8.9545 | 394 | 0.8849 | 0.3216 | 0.8849 | 0.9407 |
249
+ | No log | 9.0 | 396 | 0.9151 | 0.3365 | 0.9151 | 0.9566 |
250
+ | No log | 9.0455 | 398 | 0.9200 | 0.2915 | 0.9200 | 0.9591 |
251
+ | No log | 9.0909 | 400 | 0.9333 | 0.3374 | 0.9333 | 0.9661 |
252
+ | No log | 9.1364 | 402 | 0.9938 | 0.3243 | 0.9938 | 0.9969 |
253
+ | No log | 9.1818 | 404 | 1.0071 | 0.3864 | 1.0071 | 1.0035 |
254
+ | No log | 9.2273 | 406 | 0.9610 | 0.3936 | 0.9610 | 0.9803 |
255
+ | No log | 9.2727 | 408 | 0.9583 | 0.4201 | 0.9583 | 0.9789 |
256
+ | No log | 9.3182 | 410 | 0.8960 | 0.4042 | 0.8960 | 0.9466 |
257
+ | No log | 9.3636 | 412 | 0.8820 | 0.3728 | 0.8820 | 0.9391 |
258
+ | No log | 9.4091 | 414 | 0.8948 | 0.3216 | 0.8948 | 0.9460 |
259
+ | No log | 9.4545 | 416 | 0.8973 | 0.3483 | 0.8973 | 0.9472 |
260
+ | No log | 9.5 | 418 | 0.9111 | 0.4141 | 0.9111 | 0.9545 |
261
+ | No log | 9.5455 | 420 | 0.9415 | 0.3868 | 0.9415 | 0.9703 |
262
+ | No log | 9.5909 | 422 | 1.0314 | 0.4040 | 1.0314 | 1.0156 |
263
+ | No log | 9.6364 | 424 | 1.0078 | 0.3716 | 1.0078 | 1.0039 |
264
+ | No log | 9.6818 | 426 | 0.9476 | 0.4690 | 0.9476 | 0.9734 |
265
+ | No log | 9.7273 | 428 | 0.9163 | 0.3685 | 0.9163 | 0.9572 |
266
+ | No log | 9.7727 | 430 | 0.9088 | 0.3583 | 0.9088 | 0.9533 |
267
+ | No log | 9.8182 | 432 | 0.9266 | 0.4603 | 0.9266 | 0.9626 |
268
+ | No log | 9.8636 | 434 | 1.0077 | 0.4378 | 1.0077 | 1.0038 |
269
+ | No log | 9.9091 | 436 | 0.9971 | 0.4378 | 0.9971 | 0.9985 |
270
+ | No log | 9.9545 | 438 | 0.8891 | 0.4045 | 0.8891 | 0.9429 |
271
+ | No log | 10.0 | 440 | 0.8603 | 0.3804 | 0.8603 | 0.9275 |
272
+ | No log | 10.0455 | 442 | 0.8561 | 0.3885 | 0.8561 | 0.9253 |
273
+ | No log | 10.0909 | 444 | 0.8564 | 0.3747 | 0.8564 | 0.9254 |
274
+ | No log | 10.1364 | 446 | 0.8932 | 0.4820 | 0.8932 | 0.9451 |
275
+ | No log | 10.1818 | 448 | 0.9167 | 0.5142 | 0.9167 | 0.9574 |
276
+ | No log | 10.2273 | 450 | 0.8933 | 0.4242 | 0.8933 | 0.9451 |
277
+ | No log | 10.2727 | 452 | 0.8877 | 0.4603 | 0.8877 | 0.9422 |
278
+ | No log | 10.3182 | 454 | 0.8507 | 0.3796 | 0.8507 | 0.9223 |
279
+ | No log | 10.3636 | 456 | 0.8575 | 0.3796 | 0.8575 | 0.9260 |
280
+ | No log | 10.4091 | 458 | 0.8644 | 0.3539 | 0.8644 | 0.9297 |
281
+ | No log | 10.4545 | 460 | 0.8708 | 0.3539 | 0.8708 | 0.9332 |
282
+ | No log | 10.5 | 462 | 0.8773 | 0.3796 | 0.8773 | 0.9366 |
283
+ | No log | 10.5455 | 464 | 0.9027 | 0.4042 | 0.9027 | 0.9501 |
284
+ | No log | 10.5909 | 466 | 0.9406 | 0.3924 | 0.9406 | 0.9699 |
285
+ | No log | 10.6364 | 468 | 0.9096 | 0.4042 | 0.9096 | 0.9537 |
286
+ | No log | 10.6818 | 470 | 0.9068 | 0.3796 | 0.9068 | 0.9523 |
287
+ | No log | 10.7273 | 472 | 0.9074 | 0.3290 | 0.9074 | 0.9526 |
288
+ | No log | 10.7727 | 474 | 0.9209 | 0.3290 | 0.9209 | 0.9596 |
289
+ | No log | 10.8182 | 476 | 1.0406 | 0.3308 | 1.0406 | 1.0201 |
290
+ | No log | 10.8636 | 478 | 1.1777 | 0.2605 | 1.1777 | 1.0852 |
291
+ | No log | 10.9091 | 480 | 1.2055 | 0.2961 | 1.2055 | 1.0979 |
292
+ | No log | 10.9545 | 482 | 1.1551 | 0.3158 | 1.1551 | 1.0748 |
293
+ | No log | 11.0 | 484 | 1.1914 | 0.3225 | 1.1914 | 1.0915 |
294
+ | No log | 11.0455 | 486 | 1.1281 | 0.3559 | 1.1281 | 1.0621 |
295
+ | No log | 11.0909 | 488 | 1.0116 | 0.3533 | 1.0116 | 1.0058 |
296
+ | No log | 11.1364 | 490 | 0.9472 | 0.3345 | 0.9472 | 0.9733 |
297
+ | No log | 11.1818 | 492 | 0.9426 | 0.3345 | 0.9426 | 0.9709 |
298
+ | No log | 11.2273 | 494 | 0.9606 | 0.4203 | 0.9606 | 0.9801 |
299
+ | No log | 11.2727 | 496 | 0.9478 | 0.3753 | 0.9478 | 0.9735 |
300
+ | No log | 11.3182 | 498 | 0.9337 | 0.3017 | 0.9337 | 0.9663 |
301
+ | 0.3744 | 11.3636 | 500 | 0.9342 | 0.3017 | 0.9342 | 0.9665 |
302
+ | 0.3744 | 11.4091 | 502 | 0.9516 | 0.3223 | 0.9516 | 0.9755 |
303
+ | 0.3744 | 11.4545 | 504 | 0.9871 | 0.3812 | 0.9871 | 0.9935 |
304
+ | 0.3744 | 11.5 | 506 | 0.9636 | 0.3710 | 0.9636 | 0.9816 |
305
+ | 0.3744 | 11.5455 | 508 | 0.9646 | 0.3961 | 0.9646 | 0.9822 |
306
+ | 0.3744 | 11.5909 | 510 | 0.9430 | 0.3448 | 0.9430 | 0.9711 |
307
+ | 0.3744 | 11.6364 | 512 | 1.0093 | 0.4503 | 1.0093 | 1.0046 |
308
+ | 0.3744 | 11.6818 | 514 | 1.0388 | 0.3949 | 1.0388 | 1.0192 |
309
+ | 0.3744 | 11.7273 | 516 | 0.9746 | 0.4407 | 0.9746 | 0.9872 |
310
+ | 0.3744 | 11.7727 | 518 | 0.9372 | 0.4163 | 0.9372 | 0.9681 |
311
+ | 0.3744 | 11.8182 | 520 | 0.9449 | 0.4163 | 0.9449 | 0.9720 |
312
+ | 0.3744 | 11.8636 | 522 | 0.9399 | 0.4402 | 0.9399 | 0.9695 |
313
+ | 0.3744 | 11.9091 | 524 | 0.9011 | 0.4439 | 0.9011 | 0.9493 |
314
+ | 0.3744 | 11.9545 | 526 | 0.8709 | 0.4241 | 0.8709 | 0.9332 |
315
+ | 0.3744 | 12.0 | 528 | 0.9025 | 0.5414 | 0.9025 | 0.9500 |
316
+ | 0.3744 | 12.0455 | 530 | 0.8862 | 0.5210 | 0.8862 | 0.9414 |
317
+ | 0.3744 | 12.0909 | 532 | 0.8198 | 0.4142 | 0.8198 | 0.9054 |
318
+ | 0.3744 | 12.1364 | 534 | 0.8045 | 0.3290 | 0.8045 | 0.8969 |
319
+ | 0.3744 | 12.1818 | 536 | 0.8061 | 0.3641 | 0.8061 | 0.8978 |
320
+ | 0.3744 | 12.2273 | 538 | 0.8038 | 0.3641 | 0.8038 | 0.8965 |
321
+ | 0.3744 | 12.2727 | 540 | 0.8029 | 0.3641 | 0.8029 | 0.8961 |
322
+ | 0.3744 | 12.3182 | 542 | 0.7999 | 0.4141 | 0.7999 | 0.8944 |
323
+ | 0.3744 | 12.3636 | 544 | 0.8035 | 0.4142 | 0.8035 | 0.8964 |
324
+ | 0.3744 | 12.4091 | 546 | 0.8033 | 0.4377 | 0.8033 | 0.8963 |
325
+ | 0.3744 | 12.4545 | 548 | 0.7931 | 0.4601 | 0.7931 | 0.8906 |
326
+ | 0.3744 | 12.5 | 550 | 0.8403 | 0.4542 | 0.8403 | 0.9167 |
327
+ | 0.3744 | 12.5455 | 552 | 0.9127 | 0.4723 | 0.9127 | 0.9554 |
328
+ | 0.3744 | 12.5909 | 554 | 0.8870 | 0.4475 | 0.8870 | 0.9418 |
329
+ | 0.3744 | 12.6364 | 556 | 0.8297 | 0.4606 | 0.8297 | 0.9109 |
330
+ | 0.3744 | 12.6818 | 558 | 0.8081 | 0.3902 | 0.8081 | 0.8989 |
331
+ | 0.3744 | 12.7273 | 560 | 0.9660 | 0.4186 | 0.9660 | 0.9828 |
332
+ | 0.3744 | 12.7727 | 562 | 1.2443 | 0.4235 | 1.2443 | 1.1155 |
333
+ | 0.3744 | 12.8182 | 564 | 1.3179 | 0.3935 | 1.3179 | 1.1480 |
334
+ | 0.3744 | 12.8636 | 566 | 1.2226 | 0.3324 | 1.2226 | 1.1057 |
335
+ | 0.3744 | 12.9091 | 568 | 1.0615 | 0.3924 | 1.0615 | 1.0303 |
336
+ | 0.3744 | 12.9545 | 570 | 0.8928 | 0.4604 | 0.8928 | 0.9449 |
337
+ | 0.3744 | 13.0 | 572 | 0.8202 | 0.3525 | 0.8202 | 0.9057 |
338
+ | 0.3744 | 13.0455 | 574 | 0.8176 | 0.3641 | 0.8176 | 0.9042 |
339
+ | 0.3744 | 13.0909 | 576 | 0.8702 | 0.4640 | 0.8702 | 0.9328 |
340
+ | 0.3744 | 13.1364 | 578 | 0.9766 | 0.5243 | 0.9766 | 0.9883 |
341
+ | 0.3744 | 13.1818 | 580 | 1.0796 | 0.4748 | 1.0796 | 1.0390 |
342
+ | 0.3744 | 13.2273 | 582 | 1.0206 | 0.4563 | 1.0206 | 1.0102 |
343
+ | 0.3744 | 13.2727 | 584 | 0.8859 | 0.5309 | 0.8859 | 0.9412 |
344
+ | 0.3744 | 13.3182 | 586 | 0.8270 | 0.2814 | 0.8270 | 0.9094 |
345
+ | 0.3744 | 13.3636 | 588 | 0.8392 | 0.2814 | 0.8392 | 0.9161 |
346
+ | 0.3744 | 13.4091 | 590 | 0.8427 | 0.2814 | 0.8427 | 0.9180 |
347
+ | 0.3744 | 13.4545 | 592 | 0.8402 | 0.3190 | 0.8402 | 0.9166 |
348
+ | 0.3744 | 13.5 | 594 | 0.9705 | 0.4985 | 0.9705 | 0.9851 |
349
+ | 0.3744 | 13.5455 | 596 | 1.1524 | 0.4748 | 1.1524 | 1.0735 |
350
+ | 0.3744 | 13.5909 | 598 | 1.1568 | 0.4748 | 1.1568 | 1.0756 |
351
+ | 0.3744 | 13.6364 | 600 | 1.0254 | 0.4676 | 1.0254 | 1.0126 |
352
+ | 0.3744 | 13.6818 | 602 | 0.9499 | 0.3577 | 0.9499 | 0.9746 |
353
+ | 0.3744 | 13.7273 | 604 | 0.8965 | 0.3453 | 0.8965 | 0.9468 |
354
+ | 0.3744 | 13.7727 | 606 | 0.8814 | 0.2814 | 0.8814 | 0.9388 |
355
+ | 0.3744 | 13.8182 | 608 | 0.8811 | 0.3337 | 0.8811 | 0.9387 |
356
+ | 0.3744 | 13.8636 | 610 | 0.9221 | 0.3396 | 0.9221 | 0.9603 |
357
+ | 0.3744 | 13.9091 | 612 | 1.0471 | 0.5032 | 1.0471 | 1.0233 |
358
+ | 0.3744 | 13.9545 | 614 | 1.0836 | 0.5206 | 1.0836 | 1.0410 |
359
+ | 0.3744 | 14.0 | 616 | 1.0091 | 0.5180 | 1.0091 | 1.0045 |
360
+ | 0.3744 | 14.0455 | 618 | 0.8936 | 0.4013 | 0.8936 | 0.9453 |
361
+ | 0.3744 | 14.0909 | 620 | 0.8643 | 0.3948 | 0.8643 | 0.9297 |
362
+ | 0.3744 | 14.1364 | 622 | 0.8916 | 0.4666 | 0.8916 | 0.9443 |
363
+ | 0.3744 | 14.1818 | 624 | 0.9469 | 0.4031 | 0.9469 | 0.9731 |
364
+ | 0.3744 | 14.2273 | 626 | 0.9841 | 0.5090 | 0.9841 | 0.9920 |
365
+ | 0.3744 | 14.2727 | 628 | 1.0046 | 0.5368 | 1.0046 | 1.0023 |
366
+ | 0.3744 | 14.3182 | 630 | 0.9346 | 0.5227 | 0.9346 | 0.9667 |
367
+ | 0.3744 | 14.3636 | 632 | 0.8564 | 0.4242 | 0.8564 | 0.9254 |
368
+ | 0.3744 | 14.4091 | 634 | 0.8456 | 0.3998 | 0.8456 | 0.9196 |
369
+ | 0.3744 | 14.4545 | 636 | 0.8493 | 0.3493 | 0.8493 | 0.9216 |
370
+ | 0.3744 | 14.5 | 638 | 0.8631 | 0.3094 | 0.8631 | 0.9290 |
371
+ | 0.3744 | 14.5455 | 640 | 0.8669 | 0.3094 | 0.8669 | 0.9311 |
372
+ | 0.3744 | 14.5909 | 642 | 0.8858 | 0.3621 | 0.8858 | 0.9412 |
373
+ | 0.3744 | 14.6364 | 644 | 0.9385 | 0.4297 | 0.9385 | 0.9688 |
374
+ | 0.3744 | 14.6818 | 646 | 1.0053 | 0.4166 | 1.0053 | 1.0026 |
375
+ | 0.3744 | 14.7273 | 648 | 0.9962 | 0.4166 | 0.9962 | 0.9981 |
376
+ | 0.3744 | 14.7727 | 650 | 0.9371 | 0.4202 | 0.9371 | 0.9680 |
377
+ | 0.3744 | 14.8182 | 652 | 0.8799 | 0.3493 | 0.8799 | 0.9380 |
378
+ | 0.3744 | 14.8636 | 654 | 0.8719 | 0.3374 | 0.8719 | 0.9338 |
379
+ | 0.3744 | 14.9091 | 656 | 0.8678 | 0.3421 | 0.8678 | 0.9315 |
380
+ | 0.3744 | 14.9545 | 658 | 0.8610 | 0.3525 | 0.8610 | 0.9279 |
381
+ | 0.3744 | 15.0 | 660 | 0.8696 | 0.4242 | 0.8696 | 0.9325 |
382
+ | 0.3744 | 15.0455 | 662 | 0.8829 | 0.4105 | 0.8829 | 0.9396 |
383
+ | 0.3744 | 15.0909 | 664 | 0.8703 | 0.4334 | 0.8703 | 0.9329 |
384
+ | 0.3744 | 15.1364 | 666 | 0.8408 | 0.4476 | 0.8408 | 0.9169 |
385
+ | 0.3744 | 15.1818 | 668 | 0.8227 | 0.3866 | 0.8227 | 0.9070 |
386
+ | 0.3744 | 15.2273 | 670 | 0.9011 | 0.4375 | 0.9011 | 0.9493 |
387
+ | 0.3744 | 15.2727 | 672 | 1.0270 | 0.4098 | 1.0270 | 1.0134 |
388
+ | 0.3744 | 15.3182 | 674 | 1.0096 | 0.4285 | 1.0096 | 1.0048 |
389
+ | 0.3744 | 15.3636 | 676 | 0.9502 | 0.4036 | 0.9502 | 0.9748 |
390
+ | 0.3744 | 15.4091 | 678 | 0.8722 | 0.4476 | 0.8722 | 0.9339 |
391
+ | 0.3744 | 15.4545 | 680 | 0.8379 | 0.4012 | 0.8379 | 0.9154 |
392
+ | 0.3744 | 15.5 | 682 | 0.8168 | 0.4180 | 0.8168 | 0.9038 |
393
+ | 0.3744 | 15.5455 | 684 | 0.8090 | 0.4036 | 0.8090 | 0.8994 |
394
+ | 0.3744 | 15.5909 | 686 | 0.8023 | 0.3641 | 0.8023 | 0.8957 |
395
+ | 0.3744 | 15.6364 | 688 | 0.7905 | 0.4180 | 0.7905 | 0.8891 |
396
+ | 0.3744 | 15.6818 | 690 | 0.7932 | 0.4712 | 0.7932 | 0.8906 |
397
+ | 0.3744 | 15.7273 | 692 | 0.8059 | 0.3641 | 0.8059 | 0.8977 |
398
+ | 0.3744 | 15.7727 | 694 | 0.8941 | 0.3970 | 0.8941 | 0.9456 |
399
+ | 0.3744 | 15.8182 | 696 | 0.9780 | 0.3891 | 0.9780 | 0.9889 |
400
+ | 0.3744 | 15.8636 | 698 | 0.9718 | 0.3891 | 0.9718 | 0.9858 |
401
+ | 0.3744 | 15.9091 | 700 | 0.9497 | 0.3519 | 0.9497 | 0.9745 |
402
+ | 0.3744 | 15.9545 | 702 | 0.9757 | 0.3389 | 0.9757 | 0.9878 |
403
+ | 0.3744 | 16.0 | 704 | 1.0389 | 0.3857 | 1.0389 | 1.0193 |
404
+ | 0.3744 | 16.0455 | 706 | 1.0787 | 0.3049 | 1.0787 | 1.0386 |
405
+ | 0.3744 | 16.0909 | 708 | 1.0744 | 0.3571 | 1.0744 | 1.0365 |
406
+ | 0.3744 | 16.1364 | 710 | 1.0878 | 0.3192 | 1.0878 | 1.0430 |
407
+ | 0.3744 | 16.1818 | 712 | 1.0338 | 0.3711 | 1.0338 | 1.0168 |
408
+ | 0.3744 | 16.2273 | 714 | 1.0001 | 0.3263 | 1.0001 | 1.0000 |
409
+ | 0.3744 | 16.2727 | 716 | 0.9669 | 0.3645 | 0.9669 | 0.9833 |
410
+ | 0.3744 | 16.3182 | 718 | 0.9546 | 0.4394 | 0.9546 | 0.9770 |
411
+ | 0.3744 | 16.3636 | 720 | 0.9122 | 0.4202 | 0.9122 | 0.9551 |
412
+ | 0.3744 | 16.4091 | 722 | 0.9210 | 0.4425 | 0.9210 | 0.9597 |
413
+ | 0.3744 | 16.4545 | 724 | 0.9808 | 0.4690 | 0.9808 | 0.9904 |
414
+ | 0.3744 | 16.5 | 726 | 0.9689 | 0.4258 | 0.9689 | 0.9843 |
415
+ | 0.3744 | 16.5455 | 728 | 0.9143 | 0.4666 | 0.9143 | 0.9562 |
416
+ | 0.3744 | 16.5909 | 730 | 0.8745 | 0.4102 | 0.8745 | 0.9352 |
417
+ | 0.3744 | 16.6364 | 732 | 0.8339 | 0.3641 | 0.8339 | 0.9132 |
418
+ | 0.3744 | 16.6818 | 734 | 0.8318 | 0.3779 | 0.8318 | 0.9120 |
419
+ | 0.3744 | 16.7273 | 736 | 0.8337 | 0.3374 | 0.8337 | 0.9131 |
420
+ | 0.3744 | 16.7727 | 738 | 0.8521 | 0.3744 | 0.8521 | 0.9231 |
421
+ | 0.3744 | 16.8182 | 740 | 0.9128 | 0.4539 | 0.9128 | 0.9554 |
422
+ | 0.3744 | 16.8636 | 742 | 0.9283 | 0.5210 | 0.9283 | 0.9635 |
423
+ | 0.3744 | 16.9091 | 744 | 0.9088 | 0.5210 | 0.9088 | 0.9533 |
424
+ | 0.3744 | 16.9545 | 746 | 0.9137 | 0.5210 | 0.9137 | 0.9559 |
425
+ | 0.3744 | 17.0 | 748 | 0.8828 | 0.4539 | 0.8828 | 0.9396 |
426
+ | 0.3744 | 17.0455 | 750 | 0.8422 | 0.3478 | 0.8422 | 0.9177 |
427
+ | 0.3744 | 17.0909 | 752 | 0.8394 | 0.3168 | 0.8394 | 0.9162 |
428
+ | 0.3744 | 17.1364 | 754 | 0.8436 | 0.3119 | 0.8436 | 0.9185 |
429
+ | 0.3744 | 17.1818 | 756 | 0.8781 | 0.3596 | 0.8781 | 0.9371 |
430
+ | 0.3744 | 17.2273 | 758 | 0.9502 | 0.3786 | 0.9502 | 0.9748 |
431
+ | 0.3744 | 17.2727 | 760 | 1.0212 | 0.3702 | 1.0212 | 1.0106 |
432
+ | 0.3744 | 17.3182 | 762 | 1.0039 | 0.2922 | 1.0039 | 1.0019 |
433
+ | 0.3744 | 17.3636 | 764 | 0.9471 | 0.3920 | 0.9471 | 0.9732 |
434
+ | 0.3744 | 17.4091 | 766 | 0.9087 | 0.3847 | 0.9087 | 0.9533 |
435
+ | 0.3744 | 17.4545 | 768 | 0.8855 | 0.3271 | 0.8855 | 0.9410 |
436
+ | 0.3744 | 17.5 | 770 | 0.8724 | 0.3271 | 0.8724 | 0.9340 |
437
+ | 0.3744 | 17.5455 | 772 | 0.8863 | 0.3609 | 0.8863 | 0.9414 |
438
+ | 0.3744 | 17.5909 | 774 | 0.9397 | 0.4588 | 0.9397 | 0.9694 |
439
+ | 0.3744 | 17.6364 | 776 | 0.9258 | 0.4496 | 0.9258 | 0.9622 |
440
+ | 0.3744 | 17.6818 | 778 | 0.9163 | 0.4496 | 0.9163 | 0.9572 |
441
+ | 0.3744 | 17.7273 | 780 | 0.8742 | 0.4444 | 0.8742 | 0.9350 |
442
+ | 0.3744 | 17.7727 | 782 | 0.8532 | 0.3998 | 0.8532 | 0.9237 |
443
+ | 0.3744 | 17.8182 | 784 | 0.8480 | 0.4242 | 0.8480 | 0.9209 |
444
+ | 0.3744 | 17.8636 | 786 | 0.8804 | 0.4434 | 0.8804 | 0.9383 |
445
+ | 0.3744 | 17.9091 | 788 | 0.8858 | 0.4648 | 0.8858 | 0.9412 |
446
+ | 0.3744 | 17.9545 | 790 | 0.8972 | 0.5060 | 0.8972 | 0.9472 |
447
+ | 0.3744 | 18.0 | 792 | 0.8879 | 0.4889 | 0.8879 | 0.9423 |
448
+ | 0.3744 | 18.0455 | 794 | 0.8951 | 0.4459 | 0.8951 | 0.9461 |
449
+ | 0.3744 | 18.0909 | 796 | 0.8664 | 0.4240 | 0.8664 | 0.9308 |
450
+ | 0.3744 | 18.1364 | 798 | 0.8480 | 0.3728 | 0.8480 | 0.9209 |
451
+ | 0.3744 | 18.1818 | 800 | 0.8754 | 0.3558 | 0.8754 | 0.9356 |
452
+ | 0.3744 | 18.2273 | 802 | 0.8639 | 0.3163 | 0.8639 | 0.9295 |
453
+ | 0.3744 | 18.2727 | 804 | 0.8530 | 0.3525 | 0.8530 | 0.9236 |
454
+ | 0.3744 | 18.3182 | 806 | 0.8820 | 0.3345 | 0.8820 | 0.9392 |
455
+ | 0.3744 | 18.3636 | 808 | 0.8976 | 0.3070 | 0.8976 | 0.9474 |
456
+ | 0.3744 | 18.4091 | 810 | 0.8866 | 0.3119 | 0.8866 | 0.9416 |
457
+ | 0.3744 | 18.4545 | 812 | 0.8966 | 0.2915 | 0.8967 | 0.9469 |
458
+ | 0.3744 | 18.5 | 814 | 0.9082 | 0.2864 | 0.9082 | 0.9530 |
459
+ | 0.3744 | 18.5455 | 816 | 0.8935 | 0.2562 | 0.8935 | 0.9452 |
460
+ | 0.3744 | 18.5909 | 818 | 0.8870 | 0.2763 | 0.8870 | 0.9418 |
461
+ | 0.3744 | 18.6364 | 820 | 0.8940 | 0.3070 | 0.8940 | 0.9455 |
462
+ | 0.3744 | 18.6818 | 822 | 0.8864 | 0.3070 | 0.8864 | 0.9415 |
463
+ | 0.3744 | 18.7273 | 824 | 0.8757 | 0.3223 | 0.8757 | 0.9358 |
464
+ | 0.3744 | 18.7727 | 826 | 0.8674 | 0.3525 | 0.8674 | 0.9313 |
465
+ | 0.3744 | 18.8182 | 828 | 0.8623 | 0.3168 | 0.8623 | 0.9286 |
466
+ | 0.3744 | 18.8636 | 830 | 0.8653 | 0.3216 | 0.8653 | 0.9302 |
467
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468
+ | 0.3744 | 18.9545 | 834 | 0.8664 | 0.3216 | 0.8664 | 0.9308 |
469
+ | 0.3744 | 19.0 | 836 | 0.8647 | 0.3168 | 0.8647 | 0.9299 |
470
+ | 0.3744 | 19.0455 | 838 | 0.8670 | 0.2864 | 0.8670 | 0.9311 |
471
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473
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474
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+ | 0.3744 | 19.2727 | 848 | 1.0302 | 0.4667 | 1.0302 | 1.0150 |
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+ | 0.3744 | 19.4091 | 854 | 1.0032 | 0.4806 | 1.0032 | 1.0016 |
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480
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481
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488
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490
+ | 0.3744 | 19.9545 | 878 | 1.1374 | 0.4476 | 1.1374 | 1.0665 |
491
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492
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493
+ | 0.3744 | 20.0909 | 884 | 1.0431 | 0.3025 | 1.0431 | 1.0213 |
494
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495
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497
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500
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501
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503
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512
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530
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531
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532
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533
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534
+ | 0.3744 | 21.9545 | 966 | 0.9014 | 0.3874 | 0.9014 | 0.9494 |
535
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536
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540
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541
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557
+
558
+
559
+ ### Framework versions
560
+
561
+ - Transformers 4.44.2
562
+ - Pytorch 2.4.0+cu118
563
+ - Datasets 2.21.0
564
+ - Tokenizers 0.19.1
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