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arabert_augWithOrig_disEqu_k10_organization_task3_fold1

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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: arabert_augWithOrig_disEqu_k10_organization_task3_fold0
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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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+ # arabert_augWithOrig_disEqu_k10_organization_task3_fold0
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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: 1.5795
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+ - Qwk: -0.1635
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+ - Mse: 1.5795
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+ - Rmse: 1.2568
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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: 10
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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 | 0.0247 | 2 | 6.0162 | 0.0 | 6.0162 | 2.4528 |
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+ | No log | 0.0494 | 4 | 3.2107 | 0.0 | 3.2107 | 1.7918 |
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+ | No log | 0.0741 | 6 | 1.7577 | -0.0577 | 1.7577 | 1.3258 |
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+ | No log | 0.0988 | 8 | 1.6111 | -0.0577 | 1.6111 | 1.2693 |
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+ | No log | 0.1235 | 10 | 1.1813 | 0.0 | 1.1813 | 1.0869 |
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+ | No log | 0.1481 | 12 | 2.0510 | -0.0616 | 2.0510 | 1.4321 |
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+ | No log | 0.1728 | 14 | 2.1380 | -0.0536 | 2.1380 | 1.4622 |
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+ | No log | 0.1975 | 16 | 1.1621 | 0.0 | 1.1621 | 1.0780 |
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+ | No log | 0.2222 | 18 | 0.9163 | 0.0 | 0.9163 | 0.9573 |
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+ | No log | 0.2469 | 20 | 0.9311 | 0.0 | 0.9311 | 0.9649 |
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+ | No log | 0.2716 | 22 | 1.1679 | 0.0 | 1.1679 | 1.0807 |
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+ | No log | 0.2963 | 24 | 1.8104 | -0.1095 | 1.8104 | 1.3455 |
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+ | No log | 0.3210 | 26 | 1.0854 | 0.0 | 1.0854 | 1.0418 |
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+ | No log | 0.3457 | 28 | 0.8471 | -0.1786 | 0.8471 | 0.9204 |
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+ | No log | 0.3704 | 30 | 0.9226 | 0.0 | 0.9226 | 0.9605 |
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+ | No log | 0.3951 | 32 | 1.3050 | 0.0 | 1.3050 | 1.1424 |
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+ | No log | 0.4198 | 34 | 1.4358 | 0.0 | 1.4358 | 1.1982 |
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+ | No log | 0.4444 | 36 | 1.0999 | 0.0 | 1.0999 | 1.0487 |
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+ | No log | 0.4691 | 38 | 0.8524 | 0.0 | 0.8524 | 0.9232 |
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+ | No log | 0.4938 | 40 | 0.8176 | -0.0087 | 0.8176 | 0.9042 |
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+ | No log | 0.5185 | 42 | 0.8948 | 0.0 | 0.8948 | 0.9459 |
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+ | No log | 0.5432 | 44 | 1.1638 | 0.0 | 1.1638 | 1.0788 |
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+ | No log | 0.5679 | 46 | 1.0740 | 0.0 | 1.0740 | 1.0364 |
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+ | No log | 0.5926 | 48 | 0.9275 | 0.0 | 0.9275 | 0.9631 |
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+ | No log | 0.6173 | 50 | 0.9207 | 0.0 | 0.9207 | 0.9595 |
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+ | No log | 0.6420 | 52 | 1.0399 | 0.0 | 1.0399 | 1.0198 |
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+ | No log | 0.6667 | 54 | 1.3153 | 0.0 | 1.3153 | 1.1469 |
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+ | No log | 0.6914 | 56 | 1.2518 | 0.0 | 1.2518 | 1.1188 |
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+ | No log | 0.7160 | 58 | 1.0039 | 0.0 | 1.0039 | 1.0019 |
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+ | No log | 0.7407 | 60 | 0.9068 | 0.0 | 0.9068 | 0.9522 |
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+ | No log | 0.7654 | 62 | 0.8909 | 0.0 | 0.8909 | 0.9439 |
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+ | No log | 0.7901 | 64 | 0.9767 | 0.0 | 0.9767 | 0.9883 |
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+ | No log | 0.8148 | 66 | 1.3968 | 0.0 | 1.3968 | 1.1819 |
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+ | No log | 0.8395 | 68 | 1.6892 | 0.0 | 1.6892 | 1.2997 |
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+ | No log | 0.8642 | 70 | 1.4912 | 0.0 | 1.4912 | 1.2211 |
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+ | No log | 0.8889 | 72 | 1.2490 | 0.0 | 1.2490 | 1.1176 |
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+ | No log | 0.9136 | 74 | 1.0138 | 0.0 | 1.0138 | 1.0069 |
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+ | No log | 0.9383 | 76 | 1.0107 | 0.0 | 1.0107 | 1.0053 |
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+ | No log | 0.9630 | 78 | 1.1677 | 0.0 | 1.1677 | 1.0806 |
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+ | No log | 0.9877 | 80 | 1.0014 | 0.0 | 1.0014 | 1.0007 |
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+ | No log | 1.0123 | 82 | 0.8463 | 0.0 | 0.8463 | 0.9199 |
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+ | No log | 1.0370 | 84 | 0.9506 | 0.0 | 0.9506 | 0.9750 |
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+ | No log | 1.0617 | 86 | 1.0250 | 0.0 | 1.0250 | 1.0124 |
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+ | No log | 1.0864 | 88 | 1.0575 | 0.0 | 1.0575 | 1.0284 |
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+ | No log | 1.1111 | 90 | 1.1793 | 0.0 | 1.1793 | 1.0859 |
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+ | No log | 1.1358 | 92 | 1.0743 | 0.0 | 1.0743 | 1.0365 |
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+ | No log | 1.1605 | 94 | 0.8730 | 0.0 | 0.8730 | 0.9344 |
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+ | No log | 1.1852 | 96 | 0.8022 | 0.1872 | 0.8022 | 0.8957 |
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+ | No log | 1.2099 | 98 | 0.7811 | 0.0 | 0.7811 | 0.8838 |
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+ | No log | 1.2346 | 100 | 0.7817 | 0.1872 | 0.7817 | 0.8842 |
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+ | No log | 1.2593 | 102 | 0.9218 | 0.0 | 0.9218 | 0.9601 |
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+ | No log | 1.2840 | 104 | 1.1236 | 0.0 | 1.1236 | 1.0600 |
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+ | No log | 1.3086 | 106 | 1.4019 | 0.0 | 1.4019 | 1.1840 |
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+ | No log | 1.3333 | 108 | 1.4576 | 0.0 | 1.4576 | 1.2073 |
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+ | No log | 1.3580 | 110 | 1.2178 | 0.0 | 1.2178 | 1.1035 |
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+ | No log | 1.3827 | 112 | 0.8717 | 0.0 | 0.8717 | 0.9336 |
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+ | No log | 1.4074 | 114 | 0.8278 | 0.0873 | 0.8278 | 0.9098 |
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+ | No log | 1.4321 | 116 | 0.7520 | 0.0610 | 0.7520 | 0.8672 |
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+ | No log | 1.4568 | 118 | 0.7343 | 0.3623 | 0.7343 | 0.8569 |
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+ | No log | 1.4815 | 120 | 0.7471 | 0.0610 | 0.7471 | 0.8644 |
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+ | No log | 1.5062 | 122 | 0.7651 | 0.0678 | 0.7651 | 0.8747 |
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+ | No log | 1.5309 | 124 | 0.7268 | 0.3623 | 0.7268 | 0.8525 |
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+ | No log | 1.5556 | 126 | 0.7844 | 0.0 | 0.7844 | 0.8857 |
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+ | No log | 1.5802 | 128 | 0.7395 | 0.384 | 0.7395 | 0.8599 |
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+ | No log | 1.6049 | 130 | 0.9781 | 0.0 | 0.9781 | 0.9890 |
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+ | No log | 1.6296 | 132 | 1.0533 | 0.0 | 1.0533 | 1.0263 |
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+ | No log | 1.6543 | 134 | 1.0463 | 0.0 | 1.0463 | 1.0229 |
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+ | No log | 1.6790 | 136 | 0.7576 | 0.2143 | 0.7576 | 0.8704 |
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+ | No log | 1.7037 | 138 | 0.6131 | 0.3444 | 0.6131 | 0.7830 |
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+ | No log | 1.7284 | 140 | 0.7235 | 0.3164 | 0.7235 | 0.8506 |
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+ | No log | 1.7531 | 142 | 0.7370 | 0.3164 | 0.7370 | 0.8585 |
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+ | No log | 1.7778 | 144 | 0.7450 | 0.3444 | 0.7450 | 0.8632 |
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+ | No log | 1.8025 | 146 | 0.9427 | 0.2143 | 0.9427 | 0.9709 |
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+ | No log | 1.8272 | 148 | 1.2353 | 0.0 | 1.2353 | 1.1114 |
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+ | No log | 1.8519 | 150 | 1.2863 | 0.0 | 1.2863 | 1.1341 |
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+ | No log | 1.8765 | 152 | 1.1618 | 0.0 | 1.1618 | 1.0779 |
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+ | No log | 1.9012 | 154 | 0.9761 | 0.0 | 0.9761 | 0.9880 |
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+ | No log | 1.9259 | 156 | 0.8555 | 0.2143 | 0.8555 | 0.9249 |
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+ | No log | 1.9506 | 158 | 0.7217 | 0.2143 | 0.7217 | 0.8495 |
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+ | No log | 1.9753 | 160 | 0.6377 | 0.3623 | 0.6377 | 0.7985 |
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+ | No log | 2.0 | 162 | 0.6312 | 0.4277 | 0.6312 | 0.7945 |
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+ | No log | 2.0247 | 164 | 0.6154 | 0.3623 | 0.6154 | 0.7844 |
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+ | No log | 2.0494 | 166 | 0.6939 | 0.2143 | 0.6939 | 0.8330 |
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+ | No log | 2.0741 | 168 | 0.8531 | 0.0 | 0.8531 | 0.9236 |
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+ | No log | 2.0988 | 170 | 0.9055 | 0.0 | 0.9055 | 0.9516 |
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+ | No log | 2.1235 | 172 | 0.8053 | 0.0 | 0.8053 | 0.8974 |
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+ | No log | 2.1481 | 174 | 0.7704 | 0.2143 | 0.7704 | 0.8777 |
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+ | No log | 2.1728 | 176 | 0.7317 | 0.0435 | 0.7317 | 0.8554 |
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+ | No log | 2.1975 | 178 | 0.7518 | 0.0737 | 0.7518 | 0.8670 |
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+ | No log | 2.2222 | 180 | 0.8649 | 0.0788 | 0.8649 | 0.9300 |
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+ | No log | 2.2469 | 182 | 0.7436 | 0.0737 | 0.7436 | 0.8623 |
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+ | No log | 2.2716 | 184 | 0.6970 | 0.3623 | 0.6970 | 0.8349 |
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+ | No log | 2.2963 | 186 | 0.7708 | 0.2143 | 0.7708 | 0.8780 |
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+ | No log | 2.3210 | 188 | 0.9212 | 0.2143 | 0.9212 | 0.9598 |
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+ | No log | 2.3457 | 190 | 1.0023 | 0.0 | 1.0023 | 1.0012 |
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+ | No log | 2.3704 | 192 | 1.0722 | -0.0185 | 1.0722 | 1.0355 |
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+ | No log | 2.3951 | 194 | 0.9515 | 0.3433 | 0.9515 | 0.9754 |
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+ | No log | 2.4198 | 196 | 0.9544 | 0.3433 | 0.9544 | 0.9769 |
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+ | No log | 2.4444 | 198 | 0.9546 | 0.0375 | 0.9546 | 0.9770 |
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+ | No log | 2.4691 | 200 | 0.9384 | 0.0530 | 0.9384 | 0.9687 |
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+ | No log | 2.4938 | 202 | 1.0196 | 0.2568 | 1.0196 | 1.0098 |
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+ | No log | 2.5185 | 204 | 1.1970 | 0.1037 | 1.1970 | 1.0941 |
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+ | No log | 2.5432 | 206 | 1.2446 | 0.1037 | 1.2446 | 1.1156 |
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+ | No log | 2.5679 | 208 | 0.9313 | 0.1538 | 0.9313 | 0.9650 |
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+ | No log | 2.5926 | 210 | 0.7370 | 0.3293 | 0.7370 | 0.8585 |
157
+ | No log | 2.6173 | 212 | 0.6968 | 0.3293 | 0.6968 | 0.8347 |
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+ | No log | 2.6420 | 214 | 0.7964 | 0.3231 | 0.7964 | 0.8924 |
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+ | No log | 2.6667 | 216 | 1.0914 | 0.1270 | 1.0914 | 1.0447 |
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+ | No log | 2.6914 | 218 | 1.0451 | 0.1538 | 1.0451 | 1.0223 |
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+ | No log | 2.7160 | 220 | 0.7911 | 0.2143 | 0.7911 | 0.8894 |
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+ | No log | 2.7407 | 222 | 0.6927 | 0.0678 | 0.6927 | 0.8323 |
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+ | No log | 2.7654 | 224 | 0.9014 | 0.1689 | 0.9014 | 0.9494 |
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+ | No log | 2.7901 | 226 | 0.9172 | 0.2385 | 0.9172 | 0.9577 |
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+ | No log | 2.8148 | 228 | 0.7451 | 0.0530 | 0.7451 | 0.8632 |
166
+ | No log | 2.8395 | 230 | 0.8284 | 0.2143 | 0.8284 | 0.9102 |
167
+ | No log | 2.8642 | 232 | 0.8901 | 0.2143 | 0.8901 | 0.9435 |
168
+ | No log | 2.8889 | 234 | 1.0301 | 0.2143 | 1.0301 | 1.0149 |
169
+ | No log | 2.9136 | 236 | 1.0691 | 0.0 | 1.0691 | 1.0340 |
170
+ | No log | 2.9383 | 238 | 0.9525 | 0.2143 | 0.9525 | 0.9759 |
171
+ | No log | 2.9630 | 240 | 0.9339 | 0.0530 | 0.9339 | 0.9664 |
172
+ | No log | 2.9877 | 242 | 0.9920 | 0.0530 | 0.9920 | 0.9960 |
173
+ | No log | 3.0123 | 244 | 1.0601 | 0.0530 | 1.0601 | 1.0296 |
174
+ | No log | 3.0370 | 246 | 1.1901 | -0.1608 | 1.1901 | 1.0909 |
175
+ | No log | 3.0617 | 248 | 1.2690 | -0.1608 | 1.2690 | 1.1265 |
176
+ | No log | 3.0864 | 250 | 1.3105 | -0.0645 | 1.3105 | 1.1448 |
177
+ | No log | 3.1111 | 252 | 1.3127 | 0.1538 | 1.3127 | 1.1457 |
178
+ | No log | 3.1358 | 254 | 1.4201 | -0.1871 | 1.4201 | 1.1917 |
179
+ | No log | 3.1605 | 256 | 1.3724 | -0.1846 | 1.3724 | 1.1715 |
180
+ | No log | 3.1852 | 258 | 1.1688 | -0.3636 | 1.1688 | 1.0811 |
181
+ | No log | 3.2099 | 260 | 1.0734 | 0.0272 | 1.0734 | 1.0360 |
182
+ | No log | 3.2346 | 262 | 1.0903 | 0.0610 | 1.0903 | 1.0442 |
183
+ | No log | 3.2593 | 264 | 1.3285 | 0.0692 | 1.3285 | 1.1526 |
184
+ | No log | 3.2840 | 266 | 1.4927 | -0.0073 | 1.4927 | 1.2218 |
185
+ | No log | 3.3086 | 268 | 1.2974 | -0.1000 | 1.2974 | 1.1391 |
186
+ | No log | 3.3333 | 270 | 1.1171 | 0.0660 | 1.1171 | 1.0569 |
187
+ | No log | 3.3580 | 272 | 1.0075 | 0.1750 | 1.0075 | 1.0038 |
188
+ | No log | 3.3827 | 274 | 0.9496 | 0.1769 | 0.9496 | 0.9745 |
189
+ | No log | 3.4074 | 276 | 0.9207 | 0.1769 | 0.9207 | 0.9595 |
190
+ | No log | 3.4321 | 278 | 0.8998 | 0.1750 | 0.8998 | 0.9486 |
191
+ | No log | 3.4568 | 280 | 0.9242 | 0.0530 | 0.9242 | 0.9613 |
192
+ | No log | 3.4815 | 282 | 1.0493 | 0.0530 | 1.0493 | 1.0243 |
193
+ | No log | 3.5062 | 284 | 1.2654 | -0.0073 | 1.2654 | 1.1249 |
194
+ | No log | 3.5309 | 286 | 1.3856 | -0.1000 | 1.3856 | 1.1771 |
195
+ | No log | 3.5556 | 288 | 1.2615 | -0.1828 | 1.2615 | 1.1232 |
196
+ | No log | 3.5802 | 290 | 1.1387 | 0.0149 | 1.1387 | 1.0671 |
197
+ | No log | 3.6049 | 292 | 1.1350 | 0.0149 | 1.1350 | 1.0654 |
198
+ | No log | 3.6296 | 294 | 1.1162 | 0.3636 | 1.1162 | 1.0565 |
199
+ | No log | 3.6543 | 296 | 1.0838 | 0.0149 | 1.0838 | 1.0411 |
200
+ | No log | 3.6790 | 298 | 1.0695 | 0.0149 | 1.0695 | 1.0341 |
201
+ | No log | 3.7037 | 300 | 1.0193 | -0.1224 | 1.0193 | 1.0096 |
202
+ | No log | 3.7284 | 302 | 0.9645 | -0.0732 | 0.9645 | 0.9821 |
203
+ | No log | 3.7531 | 304 | 1.0109 | 0.0737 | 1.0109 | 1.0054 |
204
+ | No log | 3.7778 | 306 | 1.1089 | 0.0788 | 1.1089 | 1.0531 |
205
+ | No log | 3.8025 | 308 | 1.2173 | 0.0788 | 1.2173 | 1.1033 |
206
+ | No log | 3.8272 | 310 | 1.1589 | 0.0737 | 1.1589 | 1.0765 |
207
+ | No log | 3.8519 | 312 | 1.0899 | 0.0737 | 1.0899 | 1.0440 |
208
+ | No log | 3.8765 | 314 | 1.1051 | 0.0462 | 1.1051 | 1.0512 |
209
+ | No log | 3.9012 | 316 | 1.1232 | -0.0132 | 1.1232 | 1.0598 |
210
+ | No log | 3.9259 | 318 | 1.0903 | -0.0132 | 1.0903 | 1.0442 |
211
+ | No log | 3.9506 | 320 | 1.0363 | 0.1538 | 1.0363 | 1.0180 |
212
+ | No log | 3.9753 | 322 | 0.9999 | 0.1538 | 0.9999 | 0.9999 |
213
+ | No log | 4.0 | 324 | 0.9750 | 0.1538 | 0.9750 | 0.9874 |
214
+ | No log | 4.0247 | 326 | 0.9902 | 0.1538 | 0.9902 | 0.9951 |
215
+ | No log | 4.0494 | 328 | 0.9948 | 0.1538 | 0.9948 | 0.9974 |
216
+ | No log | 4.0741 | 330 | 1.0076 | 0.1538 | 1.0076 | 1.0038 |
217
+ | No log | 4.0988 | 332 | 0.9952 | 0.1538 | 0.9952 | 0.9976 |
218
+ | No log | 4.1235 | 334 | 1.0090 | 0.1391 | 1.0090 | 1.0045 |
219
+ | No log | 4.1481 | 336 | 1.0241 | 0.2396 | 1.0241 | 1.0120 |
220
+ | No log | 4.1728 | 338 | 1.0224 | 0.1538 | 1.0224 | 1.0111 |
221
+ | No log | 4.1975 | 340 | 1.0580 | 0.0 | 1.0580 | 1.0286 |
222
+ | No log | 4.2222 | 342 | 1.0538 | 0.0 | 1.0538 | 1.0266 |
223
+ | No log | 4.2469 | 344 | 1.0122 | 0.1538 | 1.0122 | 1.0061 |
224
+ | No log | 4.2716 | 346 | 0.9859 | 0.1538 | 0.9859 | 0.9929 |
225
+ | No log | 4.2963 | 348 | 0.9443 | 0.1538 | 0.9443 | 0.9718 |
226
+ | No log | 4.3210 | 350 | 0.9564 | 0.1538 | 0.9564 | 0.9780 |
227
+ | No log | 4.3457 | 352 | 0.9968 | 0.1538 | 0.9968 | 0.9984 |
228
+ | No log | 4.3704 | 354 | 1.0433 | 0.1538 | 1.0433 | 1.0214 |
229
+ | No log | 4.3951 | 356 | 1.0691 | 0.0410 | 1.0691 | 1.0340 |
230
+ | No log | 4.4198 | 358 | 1.1183 | -0.0565 | 1.1183 | 1.0575 |
231
+ | No log | 4.4444 | 360 | 1.2625 | 0.0648 | 1.2625 | 1.1236 |
232
+ | No log | 4.4691 | 362 | 1.3374 | 0.0692 | 1.3374 | 1.1564 |
233
+ | No log | 4.4938 | 364 | 1.2301 | 0.0648 | 1.2301 | 1.1091 |
234
+ | No log | 4.5185 | 366 | 1.1399 | -0.0565 | 1.1399 | 1.0676 |
235
+ | No log | 4.5432 | 368 | 1.1568 | 0.0410 | 1.1568 | 1.0755 |
236
+ | No log | 4.5679 | 370 | 1.1923 | 0.1538 | 1.1923 | 1.0919 |
237
+ | No log | 4.5926 | 372 | 1.2602 | 0.1538 | 1.2602 | 1.1226 |
238
+ | No log | 4.6173 | 374 | 1.3175 | 0.1538 | 1.3175 | 1.1478 |
239
+ | No log | 4.6420 | 376 | 1.3956 | 0.1283 | 1.3956 | 1.1813 |
240
+ | No log | 4.6667 | 378 | 1.3453 | 0.1382 | 1.3453 | 1.1599 |
241
+ | No log | 4.6914 | 380 | 1.3149 | 0.0237 | 1.3149 | 1.1467 |
242
+ | No log | 4.7160 | 382 | 1.2535 | 0.0237 | 1.2535 | 1.1196 |
243
+ | No log | 4.7407 | 384 | 1.2258 | 0.0237 | 1.2258 | 1.1072 |
244
+ | No log | 4.7654 | 386 | 1.2134 | -0.0645 | 1.2134 | 1.1016 |
245
+ | No log | 4.7901 | 388 | 1.2819 | -0.0421 | 1.2819 | 1.1322 |
246
+ | No log | 4.8148 | 390 | 1.3943 | 0.0 | 1.3943 | 1.1808 |
247
+ | No log | 4.8395 | 392 | 1.3048 | -0.0267 | 1.3048 | 1.1423 |
248
+ | No log | 4.8642 | 394 | 1.2818 | -0.0421 | 1.2818 | 1.1322 |
249
+ | No log | 4.8889 | 396 | 1.2236 | -0.0421 | 1.2236 | 1.1062 |
250
+ | No log | 4.9136 | 398 | 1.2294 | -0.0421 | 1.2294 | 1.1088 |
251
+ | No log | 4.9383 | 400 | 1.2254 | -0.2073 | 1.2254 | 1.1070 |
252
+ | No log | 4.9630 | 402 | 1.2529 | -0.2073 | 1.2529 | 1.1193 |
253
+ | No log | 4.9877 | 404 | 1.3532 | -0.2073 | 1.3532 | 1.1633 |
254
+ | No log | 5.0123 | 406 | 1.4669 | -0.1415 | 1.4669 | 1.2111 |
255
+ | No log | 5.0370 | 408 | 1.6988 | -0.1685 | 1.6988 | 1.3034 |
256
+ | No log | 5.0617 | 410 | 2.0232 | -0.0583 | 2.0232 | 1.4224 |
257
+ | No log | 5.0864 | 412 | 2.2280 | -0.1000 | 2.2280 | 1.4927 |
258
+ | No log | 5.1111 | 414 | 2.1314 | -0.1085 | 2.1314 | 1.4599 |
259
+ | No log | 5.1358 | 416 | 1.9490 | -0.2915 | 1.9490 | 1.3961 |
260
+ | No log | 5.1605 | 418 | 1.8846 | -0.1863 | 1.8846 | 1.3728 |
261
+ | No log | 5.1852 | 420 | 1.8913 | -0.2094 | 1.8913 | 1.3753 |
262
+ | No log | 5.2099 | 422 | 1.8751 | -0.2094 | 1.8751 | 1.3693 |
263
+ | No log | 5.2346 | 424 | 1.8623 | -0.1863 | 1.8623 | 1.3647 |
264
+ | No log | 5.2593 | 426 | 1.8945 | -0.3011 | 1.8945 | 1.3764 |
265
+ | No log | 5.2840 | 428 | 1.9239 | -0.2714 | 1.9239 | 1.3871 |
266
+ | No log | 5.3086 | 430 | 1.9440 | -0.1415 | 1.9440 | 1.3943 |
267
+ | No log | 5.3333 | 432 | 1.9150 | -0.1415 | 1.9150 | 1.3838 |
268
+ | No log | 5.3580 | 434 | 1.8267 | -0.2714 | 1.8267 | 1.3516 |
269
+ | No log | 5.3827 | 436 | 1.7184 | -0.3011 | 1.7184 | 1.3109 |
270
+ | No log | 5.4074 | 438 | 1.6146 | -0.3297 | 1.6146 | 1.2707 |
271
+ | No log | 5.4321 | 440 | 1.5329 | -0.3297 | 1.5329 | 1.2381 |
272
+ | No log | 5.4568 | 442 | 1.4887 | -0.2974 | 1.4887 | 1.2201 |
273
+ | No log | 5.4815 | 444 | 1.5035 | -0.1415 | 1.5035 | 1.2262 |
274
+ | No log | 5.5062 | 446 | 1.6043 | -0.1244 | 1.6043 | 1.2666 |
275
+ | No log | 5.5309 | 448 | 1.6557 | -0.1244 | 1.6557 | 1.2867 |
276
+ | No log | 5.5556 | 450 | 1.6574 | -0.1415 | 1.6574 | 1.2874 |
277
+ | No log | 5.5802 | 452 | 1.6402 | -0.1448 | 1.6402 | 1.2807 |
278
+ | No log | 5.6049 | 454 | 1.6227 | -0.0522 | 1.6227 | 1.2739 |
279
+ | No log | 5.6296 | 456 | 1.5838 | -0.0522 | 1.5838 | 1.2585 |
280
+ | No log | 5.6543 | 458 | 1.4922 | -0.1659 | 1.4922 | 1.2216 |
281
+ | No log | 5.6790 | 460 | 1.4100 | -0.1415 | 1.4100 | 1.1874 |
282
+ | No log | 5.7037 | 462 | 1.4030 | -0.1415 | 1.4030 | 1.1845 |
283
+ | No log | 5.7284 | 464 | 1.3779 | -0.1415 | 1.3779 | 1.1738 |
284
+ | No log | 5.7531 | 466 | 1.3511 | -0.1415 | 1.3511 | 1.1624 |
285
+ | No log | 5.7778 | 468 | 1.3615 | -0.1415 | 1.3615 | 1.1668 |
286
+ | No log | 5.8025 | 470 | 1.3824 | -0.1415 | 1.3824 | 1.1757 |
287
+ | No log | 5.8272 | 472 | 1.4170 | -0.1415 | 1.4170 | 1.1904 |
288
+ | No log | 5.8519 | 474 | 1.5010 | -0.2692 | 1.5010 | 1.2251 |
289
+ | No log | 5.8765 | 476 | 1.5774 | -0.1863 | 1.5774 | 1.2559 |
290
+ | No log | 5.9012 | 478 | 1.6133 | -0.2974 | 1.6133 | 1.2702 |
291
+ | No log | 5.9259 | 480 | 1.6013 | -0.2692 | 1.6013 | 1.2654 |
292
+ | No log | 5.9506 | 482 | 1.5778 | -0.1415 | 1.5778 | 1.2561 |
293
+ | No log | 5.9753 | 484 | 1.5674 | -0.1415 | 1.5674 | 1.2520 |
294
+ | No log | 6.0 | 486 | 1.5982 | -0.1415 | 1.5982 | 1.2642 |
295
+ | No log | 6.0247 | 488 | 1.6231 | -0.1415 | 1.6231 | 1.2740 |
296
+ | No log | 6.0494 | 490 | 1.6231 | -0.1415 | 1.6231 | 1.2740 |
297
+ | No log | 6.0741 | 492 | 1.6692 | -0.1415 | 1.6692 | 1.2920 |
298
+ | No log | 6.0988 | 494 | 1.6669 | -0.1244 | 1.6669 | 1.2911 |
299
+ | No log | 6.1235 | 496 | 1.6401 | -0.1244 | 1.6401 | 1.2807 |
300
+ | No log | 6.1481 | 498 | 1.6431 | -0.1244 | 1.6431 | 1.2818 |
301
+ | 0.8822 | 6.1728 | 500 | 1.6441 | -0.1244 | 1.6441 | 1.2822 |
302
+ | 0.8822 | 6.1975 | 502 | 1.6275 | -0.1448 | 1.6275 | 1.2757 |
303
+ | 0.8822 | 6.2222 | 504 | 1.6091 | -0.0522 | 1.6091 | 1.2685 |
304
+ | 0.8822 | 6.2469 | 506 | 1.6211 | -0.0645 | 1.6211 | 1.2732 |
305
+ | 0.8822 | 6.2716 | 508 | 1.6513 | -0.0645 | 1.6513 | 1.2850 |
306
+ | 0.8822 | 6.2963 | 510 | 1.6846 | -0.0522 | 1.6846 | 1.2979 |
307
+ | 0.8822 | 6.3210 | 512 | 1.7305 | -0.1448 | 1.7305 | 1.3155 |
308
+ | 0.8822 | 6.3457 | 514 | 1.8432 | -0.1448 | 1.8432 | 1.3576 |
309
+ | 0.8822 | 6.3704 | 516 | 1.9042 | -0.1244 | 1.9042 | 1.3799 |
310
+ | 0.8822 | 6.3951 | 518 | 1.9165 | -0.1244 | 1.9165 | 1.3844 |
311
+ | 0.8822 | 6.4198 | 520 | 1.9534 | -0.2692 | 1.9534 | 1.3976 |
312
+ | 0.8822 | 6.4444 | 522 | 1.8688 | -0.1282 | 1.8688 | 1.3670 |
313
+ | 0.8822 | 6.4691 | 524 | 1.7338 | -0.1448 | 1.7338 | 1.3167 |
314
+ | 0.8822 | 6.4938 | 526 | 1.6193 | -0.1635 | 1.6193 | 1.2725 |
315
+ | 0.8822 | 6.5185 | 528 | 1.5460 | -0.1635 | 1.5460 | 1.2434 |
316
+ | 0.8822 | 6.5432 | 530 | 1.4796 | -0.1635 | 1.4796 | 1.2164 |
317
+ | 0.8822 | 6.5679 | 532 | 1.4136 | -0.1635 | 1.4136 | 1.1889 |
318
+ | 0.8822 | 6.5926 | 534 | 1.3692 | -0.1244 | 1.3692 | 1.1701 |
319
+ | 0.8822 | 6.6173 | 536 | 1.3631 | -0.1244 | 1.3631 | 1.1675 |
320
+ | 0.8822 | 6.6420 | 538 | 1.3484 | -0.1244 | 1.3484 | 1.1612 |
321
+ | 0.8822 | 6.6667 | 540 | 1.3388 | -0.1244 | 1.3388 | 1.1571 |
322
+ | 0.8822 | 6.6914 | 542 | 1.3580 | -0.1415 | 1.3580 | 1.1653 |
323
+ | 0.8822 | 6.7160 | 544 | 1.3851 | -0.1448 | 1.3851 | 1.1769 |
324
+ | 0.8822 | 6.7407 | 546 | 1.4446 | -0.1448 | 1.4446 | 1.2019 |
325
+ | 0.8822 | 6.7654 | 548 | 1.5918 | -0.1448 | 1.5918 | 1.2617 |
326
+ | 0.8822 | 6.7901 | 550 | 1.6957 | -0.1448 | 1.6957 | 1.3022 |
327
+ | 0.8822 | 6.8148 | 552 | 1.7632 | -0.1448 | 1.7632 | 1.3279 |
328
+ | 0.8822 | 6.8395 | 554 | 1.7973 | -0.0645 | 1.7973 | 1.3406 |
329
+ | 0.8822 | 6.8642 | 556 | 1.8476 | -0.0645 | 1.8476 | 1.3593 |
330
+ | 0.8822 | 6.8889 | 558 | 1.8932 | -0.0645 | 1.8932 | 1.3759 |
331
+ | 0.8822 | 6.9136 | 560 | 1.9027 | -0.0645 | 1.9027 | 1.3794 |
332
+ | 0.8822 | 6.9383 | 562 | 1.9055 | -0.0577 | 1.9055 | 1.3804 |
333
+ | 0.8822 | 6.9630 | 564 | 1.8888 | -0.1415 | 1.8888 | 1.3743 |
334
+ | 0.8822 | 6.9877 | 566 | 1.8926 | -0.1415 | 1.8926 | 1.3757 |
335
+ | 0.8822 | 7.0123 | 568 | 1.8965 | -0.1244 | 1.8965 | 1.3771 |
336
+ | 0.8822 | 7.0370 | 570 | 1.8820 | -0.1244 | 1.8820 | 1.3719 |
337
+ | 0.8822 | 7.0617 | 572 | 1.8252 | -0.1608 | 1.8252 | 1.3510 |
338
+ | 0.8822 | 7.0864 | 574 | 1.7775 | -0.1635 | 1.7775 | 1.3332 |
339
+ | 0.8822 | 7.1111 | 576 | 1.7501 | -0.1635 | 1.7501 | 1.3229 |
340
+ | 0.8822 | 7.1358 | 578 | 1.7222 | -0.1608 | 1.7222 | 1.3123 |
341
+ | 0.8822 | 7.1605 | 580 | 1.7403 | -0.1244 | 1.7403 | 1.3192 |
342
+ | 0.8822 | 7.1852 | 582 | 1.7859 | -0.1244 | 1.7859 | 1.3364 |
343
+ | 0.8822 | 7.2099 | 584 | 1.8094 | -0.1244 | 1.8094 | 1.3452 |
344
+ | 0.8822 | 7.2346 | 586 | 1.7694 | -0.1244 | 1.7694 | 1.3302 |
345
+ | 0.8822 | 7.2593 | 588 | 1.6966 | -0.1244 | 1.6966 | 1.3025 |
346
+ | 0.8822 | 7.2840 | 590 | 1.6381 | -0.1244 | 1.6381 | 1.2799 |
347
+ | 0.8822 | 7.3086 | 592 | 1.5683 | -0.1635 | 1.5683 | 1.2523 |
348
+ | 0.8822 | 7.3333 | 594 | 1.5029 | -0.0645 | 1.5029 | 1.2259 |
349
+ | 0.8822 | 7.3580 | 596 | 1.4628 | -0.0645 | 1.4628 | 1.2095 |
350
+ | 0.8822 | 7.3827 | 598 | 1.4160 | -0.1635 | 1.4160 | 1.1900 |
351
+ | 0.8822 | 7.4074 | 600 | 1.3913 | -0.1635 | 1.3913 | 1.1795 |
352
+ | 0.8822 | 7.4321 | 602 | 1.3832 | -0.1635 | 1.3832 | 1.1761 |
353
+ | 0.8822 | 7.4568 | 604 | 1.3816 | -0.1635 | 1.3816 | 1.1754 |
354
+ | 0.8822 | 7.4815 | 606 | 1.3961 | -0.1448 | 1.3961 | 1.1816 |
355
+ | 0.8822 | 7.5062 | 608 | 1.4240 | -0.1244 | 1.4240 | 1.1933 |
356
+ | 0.8822 | 7.5309 | 610 | 1.4761 | -0.1244 | 1.4761 | 1.2150 |
357
+ | 0.8822 | 7.5556 | 612 | 1.5202 | -0.1244 | 1.5202 | 1.2330 |
358
+ | 0.8822 | 7.5802 | 614 | 1.5386 | -0.1244 | 1.5386 | 1.2404 |
359
+ | 0.8822 | 7.6049 | 616 | 1.5316 | -0.1244 | 1.5316 | 1.2376 |
360
+ | 0.8822 | 7.6296 | 618 | 1.5125 | -0.1415 | 1.5125 | 1.2298 |
361
+ | 0.8822 | 7.6543 | 620 | 1.5102 | -0.0645 | 1.5102 | 1.2289 |
362
+ | 0.8822 | 7.6790 | 622 | 1.5236 | -0.0645 | 1.5236 | 1.2344 |
363
+ | 0.8822 | 7.7037 | 624 | 1.5132 | -0.0645 | 1.5132 | 1.2301 |
364
+ | 0.8822 | 7.7284 | 626 | 1.4997 | -0.0645 | 1.4997 | 1.2246 |
365
+ | 0.8822 | 7.7531 | 628 | 1.4836 | -0.1635 | 1.4836 | 1.2180 |
366
+ | 0.8822 | 7.7778 | 630 | 1.4799 | -0.1635 | 1.4799 | 1.2165 |
367
+ | 0.8822 | 7.8025 | 632 | 1.4887 | -0.1635 | 1.4887 | 1.2201 |
368
+ | 0.8822 | 7.8272 | 634 | 1.4902 | -0.1635 | 1.4902 | 1.2207 |
369
+ | 0.8822 | 7.8519 | 636 | 1.4911 | -0.1635 | 1.4911 | 1.2211 |
370
+ | 0.8822 | 7.8765 | 638 | 1.4921 | -0.1635 | 1.4921 | 1.2215 |
371
+ | 0.8822 | 7.9012 | 640 | 1.4803 | -0.1635 | 1.4803 | 1.2167 |
372
+ | 0.8822 | 7.9259 | 642 | 1.4695 | -0.1635 | 1.4695 | 1.2122 |
373
+ | 0.8822 | 7.9506 | 644 | 1.4508 | -0.1635 | 1.4508 | 1.2045 |
374
+ | 0.8822 | 7.9753 | 646 | 1.4262 | -0.1635 | 1.4262 | 1.1942 |
375
+ | 0.8822 | 8.0 | 648 | 1.4082 | -0.1635 | 1.4082 | 1.1867 |
376
+ | 0.8822 | 8.0247 | 650 | 1.4139 | -0.1635 | 1.4139 | 1.1891 |
377
+ | 0.8822 | 8.0494 | 652 | 1.4306 | -0.1635 | 1.4306 | 1.1961 |
378
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384
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+
458
+
459
+ ### Framework versions
460
+
461
+ - Transformers 4.44.2
462
+ - Pytorch 2.4.0+cu118
463
+ - Datasets 2.21.0
464
+ - Tokenizers 0.19.1
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