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MayBashendy
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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task1_organization

Text Classification
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bert
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Training in progress, step 500

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  1. README.md +589 -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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task1_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task1_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: 2.1378
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+ - Qwk: 0.2254
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+ - Mse: 2.1378
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+ - Rmse: 1.4621
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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 | 0.0645 | 2 | 7.1655 | -0.0055 | 7.1655 | 2.6768 |
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+ | No log | 0.1290 | 4 | 4.7294 | 0.0772 | 4.7294 | 2.1747 |
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+ | No log | 0.1935 | 6 | 3.4897 | -0.0312 | 3.4897 | 1.8681 |
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+ | No log | 0.2581 | 8 | 2.7609 | 0.0839 | 2.7609 | 1.6616 |
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+ | No log | 0.3226 | 10 | 2.4128 | 0.1364 | 2.4128 | 1.5533 |
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+ | No log | 0.3871 | 12 | 1.8537 | 0.2203 | 1.8537 | 1.3615 |
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+ | No log | 0.4516 | 14 | 1.8599 | 0.2414 | 1.8599 | 1.3638 |
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+ | No log | 0.5161 | 16 | 1.7768 | 0.2857 | 1.7768 | 1.3329 |
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+ | No log | 0.5806 | 18 | 1.7967 | 0.2456 | 1.7967 | 1.3404 |
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+ | No log | 0.6452 | 20 | 1.7957 | 0.2456 | 1.7957 | 1.3400 |
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+ | No log | 0.7097 | 22 | 1.9722 | 0.1890 | 1.9722 | 1.4044 |
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+ | No log | 0.7742 | 24 | 2.2133 | 0.1702 | 2.2133 | 1.4877 |
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+ | No log | 0.8387 | 26 | 2.0352 | 0.2482 | 2.0352 | 1.4266 |
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+ | No log | 0.9032 | 28 | 1.7233 | 0.3130 | 1.7233 | 1.3128 |
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+ | No log | 0.9677 | 30 | 1.6307 | 0.1682 | 1.6307 | 1.2770 |
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+ | No log | 1.0323 | 32 | 1.5986 | 0.1698 | 1.5986 | 1.2644 |
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+ | No log | 1.0968 | 34 | 1.6325 | 0.1698 | 1.6325 | 1.2777 |
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+ | No log | 1.1613 | 36 | 1.8088 | 0.2479 | 1.8088 | 1.3449 |
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+ | No log | 1.2258 | 38 | 1.9516 | 0.2080 | 1.9516 | 1.3970 |
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+ | No log | 1.2903 | 40 | 1.8189 | 0.2419 | 1.8189 | 1.3486 |
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+ | No log | 1.3548 | 42 | 1.6412 | 0.2807 | 1.6412 | 1.2811 |
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+ | No log | 1.4194 | 44 | 1.5467 | 0.1682 | 1.5467 | 1.2436 |
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+ | No log | 1.4839 | 46 | 1.5475 | 0.1698 | 1.5475 | 1.2440 |
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+ | No log | 1.5484 | 48 | 1.6756 | 0.1698 | 1.6756 | 1.2945 |
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+ | No log | 1.6129 | 50 | 1.6390 | 0.1869 | 1.6390 | 1.2802 |
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+ | No log | 1.6774 | 52 | 1.5988 | 0.2037 | 1.5988 | 1.2644 |
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+ | No log | 1.7419 | 54 | 1.6143 | 0.2018 | 1.6143 | 1.2705 |
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+ | No log | 1.8065 | 56 | 1.6693 | 0.2456 | 1.6693 | 1.2920 |
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+ | No log | 1.8710 | 58 | 1.7028 | 0.2182 | 1.7028 | 1.3049 |
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+ | No log | 1.9355 | 60 | 1.9477 | 0.1308 | 1.9477 | 1.3956 |
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+ | No log | 2.0 | 62 | 2.8097 | -0.1818 | 2.8097 | 1.6762 |
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+ | No log | 2.0645 | 64 | 3.3966 | -0.3281 | 3.3966 | 1.8430 |
84
+ | No log | 2.1290 | 66 | 3.2090 | -0.2812 | 3.2090 | 1.7914 |
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+ | No log | 2.1935 | 68 | 2.3580 | -0.0183 | 2.3580 | 1.5356 |
86
+ | No log | 2.2581 | 70 | 1.5852 | 0.1887 | 1.5852 | 1.2590 |
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+ | No log | 2.3226 | 72 | 1.3458 | 0.3826 | 1.3458 | 1.1601 |
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+ | No log | 2.3871 | 74 | 1.3504 | 0.3590 | 1.3504 | 1.1621 |
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+ | No log | 2.4516 | 76 | 1.3541 | 0.4068 | 1.3541 | 1.1637 |
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+ | No log | 2.5161 | 78 | 1.3705 | 0.3621 | 1.3705 | 1.1707 |
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+ | No log | 2.5806 | 80 | 1.5450 | 0.4444 | 1.5450 | 1.2430 |
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+ | No log | 2.6452 | 82 | 1.7624 | 0.3276 | 1.7624 | 1.3275 |
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+ | No log | 2.7097 | 84 | 1.7648 | 0.2857 | 1.7648 | 1.3284 |
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+ | No log | 2.7742 | 86 | 1.6794 | 0.1495 | 1.6794 | 1.2959 |
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+ | No log | 2.8387 | 88 | 1.5667 | 0.2593 | 1.5667 | 1.2517 |
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+ | No log | 2.9032 | 90 | 1.5317 | 0.3091 | 1.5317 | 1.2376 |
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+ | No log | 2.9677 | 92 | 1.6215 | 0.3276 | 1.6215 | 1.2734 |
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+ | No log | 3.0323 | 94 | 1.6444 | 0.3967 | 1.6444 | 1.2823 |
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+ | No log | 3.0968 | 96 | 1.5115 | 0.4160 | 1.5115 | 1.2294 |
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+ | No log | 3.1613 | 98 | 1.3327 | 0.4715 | 1.3327 | 1.1544 |
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+ | No log | 3.2258 | 100 | 1.3158 | 0.496 | 1.3158 | 1.1471 |
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+ | No log | 3.2903 | 102 | 1.4420 | 0.3968 | 1.4420 | 1.2008 |
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+ | No log | 3.3548 | 104 | 1.8269 | 0.2576 | 1.8269 | 1.3516 |
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+ | No log | 3.4194 | 106 | 2.0490 | 0.1439 | 2.0490 | 1.4314 |
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+ | No log | 3.4839 | 108 | 2.1560 | 0.1408 | 2.1560 | 1.4683 |
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+ | No log | 3.5484 | 110 | 1.9932 | 0.1571 | 1.9932 | 1.4118 |
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+ | No log | 3.6129 | 112 | 1.8023 | 0.2647 | 1.8023 | 1.3425 |
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+ | No log | 3.6774 | 114 | 1.8557 | 0.2482 | 1.8557 | 1.3622 |
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+ | No log | 3.7419 | 116 | 1.8764 | 0.2464 | 1.8764 | 1.3698 |
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+ | No log | 3.8065 | 118 | 1.9790 | 0.2174 | 1.9790 | 1.4068 |
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+ | No log | 3.8710 | 120 | 2.1660 | 0.1408 | 2.1660 | 1.4717 |
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+ | No log | 3.9355 | 122 | 2.1357 | 0.0870 | 2.1357 | 1.4614 |
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+ | No log | 4.0 | 124 | 2.0085 | 0.2074 | 2.0085 | 1.4172 |
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+ | No log | 4.0645 | 126 | 2.0892 | 0.1449 | 2.0892 | 1.4454 |
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+ | No log | 4.1290 | 128 | 2.0008 | 0.1778 | 2.0008 | 1.4145 |
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+ | No log | 4.1935 | 130 | 1.8167 | 0.2667 | 1.8167 | 1.3479 |
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+ | No log | 4.2581 | 132 | 1.7181 | 0.2857 | 1.7181 | 1.3108 |
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+ | No log | 4.3226 | 134 | 1.7130 | 0.2687 | 1.7130 | 1.3088 |
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+ | No log | 4.3871 | 136 | 1.8666 | 0.2336 | 1.8666 | 1.3662 |
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+ | No log | 4.4516 | 138 | 1.9110 | 0.1778 | 1.9110 | 1.3824 |
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+ | No log | 4.5161 | 140 | 1.8623 | 0.2154 | 1.8623 | 1.3647 |
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+ | No log | 4.5806 | 142 | 1.7354 | 0.2462 | 1.7354 | 1.3173 |
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+ | No log | 4.6452 | 144 | 1.5608 | 0.3846 | 1.5608 | 1.2493 |
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+ | No log | 4.7097 | 146 | 1.4581 | 0.4186 | 1.4581 | 1.2075 |
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+ | No log | 4.7742 | 148 | 1.5195 | 0.3906 | 1.5195 | 1.2327 |
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+ | No log | 4.8387 | 150 | 1.5461 | 0.3906 | 1.5461 | 1.2434 |
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+ | No log | 4.9032 | 152 | 1.5201 | 0.3906 | 1.5201 | 1.2329 |
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+ | No log | 4.9677 | 154 | 1.6813 | 0.2556 | 1.6813 | 1.2966 |
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+ | No log | 5.0323 | 156 | 1.7443 | 0.2273 | 1.7443 | 1.3207 |
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+ | No log | 5.0968 | 158 | 1.8809 | 0.2105 | 1.8809 | 1.3715 |
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+ | No log | 5.1613 | 160 | 1.9201 | 0.1970 | 1.9201 | 1.3857 |
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+ | No log | 5.2258 | 162 | 1.9890 | 0.1890 | 1.9890 | 1.4103 |
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+ | No log | 5.2903 | 164 | 1.8575 | 0.2149 | 1.8575 | 1.3629 |
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+ | No log | 5.3548 | 166 | 1.5815 | 0.2679 | 1.5815 | 1.2576 |
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+ | No log | 5.4194 | 168 | 1.3182 | 0.3333 | 1.3182 | 1.1481 |
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+ | No log | 5.4839 | 170 | 1.1600 | 0.4918 | 1.1600 | 1.0770 |
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+ | No log | 5.5484 | 172 | 1.1930 | 0.4262 | 1.1930 | 1.0923 |
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+ | No log | 5.6129 | 174 | 1.4880 | 0.3817 | 1.4880 | 1.2198 |
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+ | No log | 5.6774 | 176 | 1.8418 | 0.2794 | 1.8418 | 1.3571 |
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+ | No log | 5.7419 | 178 | 1.9991 | 0.1986 | 1.9991 | 1.4139 |
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+ | No log | 5.8065 | 180 | 2.0043 | 0.1714 | 2.0043 | 1.4158 |
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+ | No log | 5.8710 | 182 | 1.8855 | 0.2174 | 1.8855 | 1.3731 |
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+ | No log | 5.9355 | 184 | 1.7631 | 0.2576 | 1.7631 | 1.3278 |
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+ | No log | 6.0 | 186 | 1.7452 | 0.2576 | 1.7452 | 1.3211 |
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+ | No log | 6.0645 | 188 | 1.7485 | 0.2748 | 1.7485 | 1.3223 |
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+ | No log | 6.1290 | 190 | 1.6517 | 0.3077 | 1.6517 | 1.2852 |
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+ | No log | 6.1935 | 192 | 1.5692 | 0.3101 | 1.5692 | 1.2527 |
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+ | No log | 6.2581 | 194 | 1.4883 | 0.3040 | 1.4883 | 1.2200 |
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+ | No log | 6.3226 | 196 | 1.4330 | 0.3040 | 1.4330 | 1.1971 |
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+ | No log | 6.3871 | 198 | 1.5647 | 0.3256 | 1.5647 | 1.2509 |
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+ | No log | 6.4516 | 200 | 1.8644 | 0.2406 | 1.8644 | 1.3654 |
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+ | No log | 6.5161 | 202 | 1.9606 | 0.2290 | 1.9606 | 1.4002 |
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+ | No log | 6.5806 | 204 | 1.8364 | 0.2481 | 1.8364 | 1.3551 |
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+ | No log | 6.6452 | 206 | 1.7336 | 0.2321 | 1.7336 | 1.3167 |
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+ | No log | 6.7097 | 208 | 1.7395 | 0.1333 | 1.7395 | 1.3189 |
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+ | No log | 6.7742 | 210 | 1.6286 | 0.3009 | 1.6286 | 1.2762 |
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+ | No log | 6.8387 | 212 | 1.4579 | 0.3697 | 1.4579 | 1.2074 |
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+ | No log | 6.9032 | 214 | 1.5069 | 0.3871 | 1.5069 | 1.2276 |
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+ | No log | 6.9677 | 216 | 1.5793 | 0.3053 | 1.5793 | 1.2567 |
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+ | No log | 7.0323 | 218 | 1.6708 | 0.3235 | 1.6708 | 1.2926 |
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+ | No log | 7.0968 | 220 | 1.5890 | 0.3235 | 1.5890 | 1.2605 |
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+ | No log | 7.1613 | 222 | 1.5959 | 0.3259 | 1.5959 | 1.2633 |
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+ | No log | 7.2258 | 224 | 1.6885 | 0.3188 | 1.6885 | 1.2994 |
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+ | No log | 7.2903 | 226 | 1.9168 | 0.2714 | 1.9168 | 1.3845 |
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+ | No log | 7.3548 | 228 | 1.9019 | 0.2878 | 1.9019 | 1.3791 |
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+ | No log | 7.4194 | 230 | 1.5966 | 0.3556 | 1.5966 | 1.2636 |
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+ | No log | 7.4839 | 232 | 1.3799 | 0.4580 | 1.3799 | 1.1747 |
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+ | No log | 7.5484 | 234 | 1.4929 | 0.4091 | 1.4929 | 1.2219 |
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+ | No log | 7.6129 | 236 | 1.7675 | 0.3188 | 1.7675 | 1.3295 |
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+ | No log | 7.6774 | 238 | 1.8054 | 0.3022 | 1.8054 | 1.3436 |
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+ | No log | 7.7419 | 240 | 1.8216 | 0.3333 | 1.8216 | 1.3497 |
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+ | No log | 7.8065 | 242 | 1.7295 | 0.3385 | 1.7295 | 1.3151 |
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+ | No log | 7.8710 | 244 | 1.5688 | 0.3607 | 1.5688 | 1.2525 |
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+ | No log | 7.9355 | 246 | 1.5122 | 0.3740 | 1.5122 | 1.2297 |
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+ | No log | 8.0 | 248 | 1.5514 | 0.4885 | 1.5514 | 1.2456 |
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+ | No log | 8.0645 | 250 | 1.7284 | 0.3165 | 1.7284 | 1.3147 |
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+ | No log | 8.1290 | 252 | 1.9855 | 0.2254 | 1.9855 | 1.4091 |
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+ | No log | 8.1935 | 254 | 2.0435 | 0.2254 | 2.0435 | 1.4295 |
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+ | No log | 8.2581 | 256 | 2.0743 | 0.2254 | 2.0743 | 1.4402 |
180
+ | No log | 8.3226 | 258 | 2.0257 | 0.2254 | 2.0257 | 1.4233 |
181
+ | No log | 8.3871 | 260 | 1.8646 | 0.3022 | 1.8646 | 1.3655 |
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+ | No log | 8.4516 | 262 | 1.6873 | 0.3453 | 1.6873 | 1.2990 |
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+ | No log | 8.5161 | 264 | 1.7144 | 0.3529 | 1.7144 | 1.3094 |
184
+ | No log | 8.5806 | 266 | 1.7909 | 0.3022 | 1.7909 | 1.3382 |
185
+ | No log | 8.6452 | 268 | 1.8302 | 0.2714 | 1.8302 | 1.3529 |
186
+ | No log | 8.7097 | 270 | 1.8287 | 0.2837 | 1.8287 | 1.3523 |
187
+ | No log | 8.7742 | 272 | 1.8989 | 0.2714 | 1.8989 | 1.3780 |
188
+ | No log | 8.8387 | 274 | 1.9826 | 0.2143 | 1.9826 | 1.4080 |
189
+ | No log | 8.9032 | 276 | 2.1167 | 0.2143 | 2.1167 | 1.4549 |
190
+ | No log | 8.9677 | 278 | 2.0872 | 0.2143 | 2.0872 | 1.4447 |
191
+ | No log | 9.0323 | 280 | 1.9171 | 0.3022 | 1.9171 | 1.3846 |
192
+ | No log | 9.0968 | 282 | 1.8556 | 0.3022 | 1.8556 | 1.3622 |
193
+ | No log | 9.1613 | 284 | 1.9517 | 0.2254 | 1.9517 | 1.3970 |
194
+ | No log | 9.2258 | 286 | 2.0996 | 0.2098 | 2.0996 | 1.4490 |
195
+ | No log | 9.2903 | 288 | 2.0601 | 0.2098 | 2.0601 | 1.4353 |
196
+ | No log | 9.3548 | 290 | 1.9197 | 0.2754 | 1.9197 | 1.3855 |
197
+ | No log | 9.4194 | 292 | 1.8451 | 0.2815 | 1.8451 | 1.3583 |
198
+ | No log | 9.4839 | 294 | 1.9282 | 0.2754 | 1.9282 | 1.3886 |
199
+ | No log | 9.5484 | 296 | 2.0209 | 0.2319 | 2.0209 | 1.4216 |
200
+ | No log | 9.6129 | 298 | 2.1620 | 0.1560 | 2.1620 | 1.4704 |
201
+ | No log | 9.6774 | 300 | 2.1200 | 0.1714 | 2.1200 | 1.4560 |
202
+ | No log | 9.7419 | 302 | 1.9144 | 0.2482 | 1.9144 | 1.3836 |
203
+ | No log | 9.8065 | 304 | 1.7195 | 0.3158 | 1.7195 | 1.3113 |
204
+ | No log | 9.8710 | 306 | 1.7692 | 0.3158 | 1.7692 | 1.3301 |
205
+ | No log | 9.9355 | 308 | 1.8018 | 0.25 | 1.8018 | 1.3423 |
206
+ | No log | 10.0 | 310 | 1.8440 | 0.2754 | 1.8440 | 1.3580 |
207
+ | No log | 10.0645 | 312 | 1.9652 | 0.2754 | 1.9652 | 1.4019 |
208
+ | No log | 10.1290 | 314 | 2.0274 | 0.2590 | 2.0274 | 1.4239 |
209
+ | No log | 10.1935 | 316 | 1.9757 | 0.2319 | 1.9757 | 1.4056 |
210
+ | No log | 10.2581 | 318 | 1.7564 | 0.3235 | 1.7564 | 1.3253 |
211
+ | No log | 10.3226 | 320 | 1.4288 | 0.3333 | 1.4288 | 1.1953 |
212
+ | No log | 10.3871 | 322 | 1.3372 | 0.3740 | 1.3372 | 1.1564 |
213
+ | No log | 10.4516 | 324 | 1.3772 | 0.3333 | 1.3772 | 1.1735 |
214
+ | No log | 10.5161 | 326 | 1.5121 | 0.3200 | 1.5121 | 1.2297 |
215
+ | No log | 10.5806 | 328 | 1.6893 | 0.3101 | 1.6893 | 1.2997 |
216
+ | No log | 10.6452 | 330 | 1.8485 | 0.2424 | 1.8485 | 1.3596 |
217
+ | No log | 10.7097 | 332 | 1.9324 | 0.1778 | 1.9324 | 1.3901 |
218
+ | No log | 10.7742 | 334 | 1.8443 | 0.2222 | 1.8443 | 1.3580 |
219
+ | No log | 10.8387 | 336 | 1.6917 | 0.3308 | 1.6916 | 1.3006 |
220
+ | No log | 10.9032 | 338 | 1.5801 | 0.3485 | 1.5801 | 1.2570 |
221
+ | No log | 10.9677 | 340 | 1.6081 | 0.3077 | 1.6081 | 1.2681 |
222
+ | No log | 11.0323 | 342 | 1.6816 | 0.3582 | 1.6816 | 1.2968 |
223
+ | No log | 11.0968 | 344 | 1.7191 | 0.2985 | 1.7191 | 1.3111 |
224
+ | No log | 11.1613 | 346 | 1.7913 | 0.2963 | 1.7913 | 1.3384 |
225
+ | No log | 11.2258 | 348 | 1.8223 | 0.2774 | 1.8223 | 1.3499 |
226
+ | No log | 11.2903 | 350 | 1.8529 | 0.2754 | 1.8529 | 1.3612 |
227
+ | No log | 11.3548 | 352 | 1.7718 | 0.3212 | 1.7718 | 1.3311 |
228
+ | No log | 11.4194 | 354 | 1.7221 | 0.3504 | 1.7221 | 1.3123 |
229
+ | No log | 11.4839 | 356 | 1.6763 | 0.3504 | 1.6763 | 1.2947 |
230
+ | No log | 11.5484 | 358 | 1.6963 | 0.3478 | 1.6963 | 1.3024 |
231
+ | No log | 11.6129 | 360 | 1.7198 | 0.3358 | 1.7198 | 1.3114 |
232
+ | No log | 11.6774 | 362 | 1.8742 | 0.2647 | 1.8742 | 1.3690 |
233
+ | No log | 11.7419 | 364 | 2.1175 | 0.1739 | 2.1175 | 1.4552 |
234
+ | No log | 11.8065 | 366 | 2.1867 | 0.1439 | 2.1867 | 1.4787 |
235
+ | No log | 11.8710 | 368 | 2.0739 | 0.1898 | 2.0739 | 1.4401 |
236
+ | No log | 11.9355 | 370 | 1.9364 | 0.3088 | 1.9364 | 1.3916 |
237
+ | No log | 12.0 | 372 | 1.6972 | 0.2815 | 1.6972 | 1.3028 |
238
+ | No log | 12.0645 | 374 | 1.5073 | 0.3231 | 1.5073 | 1.2277 |
239
+ | No log | 12.1290 | 376 | 1.5365 | 0.3101 | 1.5365 | 1.2395 |
240
+ | No log | 12.1935 | 378 | 1.6952 | 0.2481 | 1.6952 | 1.3020 |
241
+ | No log | 12.2581 | 380 | 1.8995 | 0.1778 | 1.8995 | 1.3782 |
242
+ | No log | 12.3226 | 382 | 2.0634 | 0.1203 | 2.0634 | 1.4365 |
243
+ | No log | 12.3871 | 384 | 2.0655 | 0.1504 | 2.0655 | 1.4372 |
244
+ | No log | 12.4516 | 386 | 2.0276 | 0.1493 | 2.0276 | 1.4240 |
245
+ | No log | 12.5161 | 388 | 1.9375 | 0.1493 | 1.9375 | 1.3919 |
246
+ | No log | 12.5806 | 390 | 1.8713 | 0.2388 | 1.8713 | 1.3680 |
247
+ | No log | 12.6452 | 392 | 1.7313 | 0.3030 | 1.7313 | 1.3158 |
248
+ | No log | 12.7097 | 394 | 1.7059 | 0.25 | 1.7059 | 1.3061 |
249
+ | No log | 12.7742 | 396 | 1.7659 | 0.2742 | 1.7659 | 1.3289 |
250
+ | No log | 12.8387 | 398 | 1.8551 | 0.256 | 1.8551 | 1.3620 |
251
+ | No log | 12.9032 | 400 | 1.8984 | 0.2362 | 1.8984 | 1.3778 |
252
+ | No log | 12.9677 | 402 | 1.9173 | 0.2171 | 1.9173 | 1.3846 |
253
+ | No log | 13.0323 | 404 | 2.0390 | 0.1705 | 2.0390 | 1.4279 |
254
+ | No log | 13.0968 | 406 | 2.1104 | 0.1692 | 2.1104 | 1.4527 |
255
+ | No log | 13.1613 | 408 | 2.1049 | 0.1875 | 2.1049 | 1.4508 |
256
+ | No log | 13.2258 | 410 | 1.9254 | 0.2222 | 1.9254 | 1.3876 |
257
+ | No log | 13.2903 | 412 | 1.7310 | 0.2276 | 1.7310 | 1.3157 |
258
+ | No log | 13.3548 | 414 | 1.6455 | 0.2677 | 1.6455 | 1.2828 |
259
+ | No log | 13.4194 | 416 | 1.7480 | 0.3158 | 1.7480 | 1.3221 |
260
+ | No log | 13.4839 | 418 | 1.9762 | 0.2446 | 1.9762 | 1.4058 |
261
+ | No log | 13.5484 | 420 | 2.1786 | 0.1986 | 2.1786 | 1.4760 |
262
+ | No log | 13.6129 | 422 | 2.2100 | 0.1986 | 2.2100 | 1.4866 |
263
+ | No log | 13.6774 | 424 | 2.2602 | 0.1986 | 2.2602 | 1.5034 |
264
+ | No log | 13.7419 | 426 | 2.2191 | 0.1986 | 2.2191 | 1.4897 |
265
+ | No log | 13.8065 | 428 | 2.0423 | 0.2394 | 2.0423 | 1.4291 |
266
+ | No log | 13.8710 | 430 | 1.8245 | 0.2774 | 1.8245 | 1.3508 |
267
+ | No log | 13.9355 | 432 | 1.6786 | 0.2836 | 1.6786 | 1.2956 |
268
+ | No log | 14.0 | 434 | 1.5971 | 0.3158 | 1.5971 | 1.2638 |
269
+ | No log | 14.0645 | 436 | 1.6037 | 0.3582 | 1.6037 | 1.2664 |
270
+ | No log | 14.1290 | 438 | 1.6565 | 0.3182 | 1.6565 | 1.2870 |
271
+ | No log | 14.1935 | 440 | 1.7491 | 0.2273 | 1.7491 | 1.3225 |
272
+ | No log | 14.2581 | 442 | 1.8506 | 0.2190 | 1.8506 | 1.3604 |
273
+ | No log | 14.3226 | 444 | 2.0131 | 0.1898 | 2.0131 | 1.4189 |
274
+ | No log | 14.3871 | 446 | 2.1062 | 0.1898 | 2.1062 | 1.4513 |
275
+ | No log | 14.4516 | 448 | 2.0970 | 0.1630 | 2.0970 | 1.4481 |
276
+ | No log | 14.5161 | 450 | 2.0287 | 0.1667 | 2.0287 | 1.4243 |
277
+ | No log | 14.5806 | 452 | 1.9224 | 0.2047 | 1.9224 | 1.3865 |
278
+ | No log | 14.6452 | 454 | 1.8523 | 0.2481 | 1.8523 | 1.3610 |
279
+ | No log | 14.7097 | 456 | 1.8533 | 0.2647 | 1.8533 | 1.3614 |
280
+ | No log | 14.7742 | 458 | 1.8896 | 0.3188 | 1.8896 | 1.3746 |
281
+ | No log | 14.8387 | 460 | 1.9593 | 0.2446 | 1.9593 | 1.3997 |
282
+ | No log | 14.9032 | 462 | 2.0046 | 0.2446 | 2.0046 | 1.4159 |
283
+ | No log | 14.9677 | 464 | 1.9807 | 0.2446 | 1.9807 | 1.4074 |
284
+ | No log | 15.0323 | 466 | 1.9177 | 0.2920 | 1.9177 | 1.3848 |
285
+ | No log | 15.0968 | 468 | 1.7727 | 0.3235 | 1.7727 | 1.3314 |
286
+ | No log | 15.1613 | 470 | 1.6887 | 0.3759 | 1.6887 | 1.2995 |
287
+ | No log | 15.2258 | 472 | 1.7185 | 0.3759 | 1.7185 | 1.3109 |
288
+ | No log | 15.2903 | 474 | 1.8744 | 0.2920 | 1.8744 | 1.3691 |
289
+ | No log | 15.3548 | 476 | 1.8983 | 0.2920 | 1.8983 | 1.3778 |
290
+ | No log | 15.4194 | 478 | 1.8771 | 0.2920 | 1.8771 | 1.3701 |
291
+ | No log | 15.4839 | 480 | 1.8586 | 0.2941 | 1.8586 | 1.3633 |
292
+ | No log | 15.5484 | 482 | 1.7705 | 0.3111 | 1.7705 | 1.3306 |
293
+ | No log | 15.6129 | 484 | 1.7709 | 0.3111 | 1.7709 | 1.3307 |
294
+ | No log | 15.6774 | 486 | 1.9053 | 0.2920 | 1.9053 | 1.3803 |
295
+ | No log | 15.7419 | 488 | 1.9736 | 0.2609 | 1.9736 | 1.4048 |
296
+ | No log | 15.8065 | 490 | 1.9992 | 0.2609 | 1.9992 | 1.4139 |
297
+ | No log | 15.8710 | 492 | 1.9857 | 0.2059 | 1.9857 | 1.4091 |
298
+ | No log | 15.9355 | 494 | 1.9736 | 0.2059 | 1.9736 | 1.4048 |
299
+ | No log | 16.0 | 496 | 1.9801 | 0.1926 | 1.9801 | 1.4072 |
300
+ | No log | 16.0645 | 498 | 2.0298 | 0.1860 | 2.0298 | 1.4247 |
301
+ | 0.3851 | 16.1290 | 500 | 2.1382 | 0.1692 | 2.1382 | 1.4623 |
302
+ | 0.3851 | 16.1935 | 502 | 2.1711 | 0.1642 | 2.1711 | 1.4735 |
303
+ | 0.3851 | 16.2581 | 504 | 2.1459 | 0.1765 | 2.1459 | 1.4649 |
304
+ | 0.3851 | 16.3226 | 506 | 2.0144 | 0.2059 | 2.0144 | 1.4193 |
305
+ | 0.3851 | 16.3871 | 508 | 1.7952 | 0.2647 | 1.7952 | 1.3399 |
306
+ | 0.3851 | 16.4516 | 510 | 1.6877 | 0.3704 | 1.6877 | 1.2991 |
307
+ | 0.3851 | 16.5161 | 512 | 1.7447 | 0.3504 | 1.7447 | 1.3209 |
308
+ | 0.3851 | 16.5806 | 514 | 1.9158 | 0.3188 | 1.9158 | 1.3841 |
309
+ | 0.3851 | 16.6452 | 516 | 1.9651 | 0.2878 | 1.9651 | 1.4018 |
310
+ | 0.3851 | 16.7097 | 518 | 1.9978 | 0.2878 | 1.9978 | 1.4134 |
311
+ | 0.3851 | 16.7742 | 520 | 1.9842 | 0.2609 | 1.9842 | 1.4086 |
312
+ | 0.3851 | 16.8387 | 522 | 1.8481 | 0.3188 | 1.8481 | 1.3595 |
313
+ | 0.3851 | 16.9032 | 524 | 1.7488 | 0.3212 | 1.7488 | 1.3224 |
314
+ | 0.3851 | 16.9677 | 526 | 1.7082 | 0.3529 | 1.7082 | 1.3070 |
315
+ | 0.3851 | 17.0323 | 528 | 1.6278 | 0.3433 | 1.6278 | 1.2759 |
316
+ | 0.3851 | 17.0968 | 530 | 1.6850 | 0.3235 | 1.6850 | 1.2981 |
317
+ | 0.3851 | 17.1613 | 532 | 1.8358 | 0.3188 | 1.8358 | 1.3549 |
318
+ | 0.3851 | 17.2258 | 534 | 2.0313 | 0.2254 | 2.0313 | 1.4252 |
319
+ | 0.3851 | 17.2903 | 536 | 2.0544 | 0.2411 | 2.0544 | 1.4333 |
320
+ | 0.3851 | 17.3548 | 538 | 2.0761 | 0.2143 | 2.0761 | 1.4409 |
321
+ | 0.3851 | 17.4194 | 540 | 2.0251 | 0.2336 | 2.0251 | 1.4230 |
322
+ | 0.3851 | 17.4839 | 542 | 1.9760 | 0.2370 | 1.9760 | 1.4057 |
323
+ | 0.3851 | 17.5484 | 544 | 1.9280 | 0.2388 | 1.9280 | 1.3885 |
324
+ | 0.3851 | 17.6129 | 546 | 1.9483 | 0.2388 | 1.9483 | 1.3958 |
325
+ | 0.3851 | 17.6774 | 548 | 1.9382 | 0.2370 | 1.9382 | 1.3922 |
326
+ | 0.3851 | 17.7419 | 550 | 1.9101 | 0.2667 | 1.9101 | 1.3820 |
327
+ | 0.3851 | 17.8065 | 552 | 1.9057 | 0.2667 | 1.9057 | 1.3805 |
328
+ | 0.3851 | 17.8710 | 554 | 1.9060 | 0.2388 | 1.9060 | 1.3806 |
329
+ | 0.3851 | 17.9355 | 556 | 1.8976 | 0.2667 | 1.8976 | 1.3775 |
330
+ | 0.3851 | 18.0 | 558 | 1.8215 | 0.2667 | 1.8215 | 1.3496 |
331
+ | 0.3851 | 18.0645 | 560 | 1.7170 | 0.2615 | 1.7170 | 1.3103 |
332
+ | 0.3851 | 18.1290 | 562 | 1.6754 | 0.2969 | 1.6754 | 1.2944 |
333
+ | 0.3851 | 18.1935 | 564 | 1.7292 | 0.2707 | 1.7292 | 1.3150 |
334
+ | 0.3851 | 18.2581 | 566 | 1.7042 | 0.2707 | 1.7042 | 1.3055 |
335
+ | 0.3851 | 18.3226 | 568 | 1.6491 | 0.2812 | 1.6491 | 1.2842 |
336
+ | 0.3851 | 18.3871 | 570 | 1.6349 | 0.2677 | 1.6349 | 1.2786 |
337
+ | 0.3851 | 18.4516 | 572 | 1.6039 | 0.2951 | 1.6039 | 1.2664 |
338
+ | 0.3851 | 18.5161 | 574 | 1.6135 | 0.2975 | 1.6135 | 1.2702 |
339
+ | 0.3851 | 18.5806 | 576 | 1.6697 | 0.2540 | 1.6697 | 1.2922 |
340
+ | 0.3851 | 18.6452 | 578 | 1.6912 | 0.2636 | 1.6912 | 1.3005 |
341
+ | 0.3851 | 18.7097 | 580 | 1.7199 | 0.2344 | 1.7199 | 1.3115 |
342
+ | 0.3851 | 18.7742 | 582 | 1.7613 | 0.2326 | 1.7613 | 1.3272 |
343
+ | 0.3851 | 18.8387 | 584 | 1.7465 | 0.2344 | 1.7465 | 1.3216 |
344
+ | 0.3851 | 18.9032 | 586 | 1.6969 | 0.2833 | 1.6969 | 1.3027 |
345
+ | 0.3851 | 18.9677 | 588 | 1.6740 | 0.2564 | 1.6740 | 1.2938 |
346
+ | 0.3851 | 19.0323 | 590 | 1.6777 | 0.2857 | 1.6777 | 1.2953 |
347
+ | 0.3851 | 19.0968 | 592 | 1.7063 | 0.3150 | 1.7063 | 1.3063 |
348
+ | 0.3851 | 19.1613 | 594 | 1.7641 | 0.3111 | 1.7641 | 1.3282 |
349
+ | 0.3851 | 19.2258 | 596 | 1.8464 | 0.2734 | 1.8464 | 1.3588 |
350
+ | 0.3851 | 19.2903 | 598 | 1.8545 | 0.2464 | 1.8545 | 1.3618 |
351
+ | 0.3851 | 19.3548 | 600 | 1.8368 | 0.2482 | 1.8368 | 1.3553 |
352
+ | 0.3851 | 19.4194 | 602 | 1.8241 | 0.2370 | 1.8241 | 1.3506 |
353
+ | 0.3851 | 19.4839 | 604 | 1.8777 | 0.1970 | 1.8777 | 1.3703 |
354
+ | 0.3851 | 19.5484 | 606 | 1.8775 | 0.1970 | 1.8775 | 1.3702 |
355
+ | 0.3851 | 19.6129 | 608 | 1.8746 | 0.1791 | 1.8746 | 1.3692 |
356
+ | 0.3851 | 19.6774 | 610 | 1.8255 | 0.2121 | 1.8255 | 1.3511 |
357
+ | 0.3851 | 19.7419 | 612 | 1.7263 | 0.2481 | 1.7263 | 1.3139 |
358
+ | 0.3851 | 19.8065 | 614 | 1.7123 | 0.2857 | 1.7123 | 1.3085 |
359
+ | 0.3851 | 19.8710 | 616 | 1.6741 | 0.2836 | 1.6741 | 1.2939 |
360
+ | 0.3851 | 19.9355 | 618 | 1.7273 | 0.2963 | 1.7273 | 1.3143 |
361
+ | 0.3851 | 20.0 | 620 | 1.6993 | 0.2963 | 1.6993 | 1.3036 |
362
+ | 0.3851 | 20.0645 | 622 | 1.6679 | 0.2836 | 1.6679 | 1.2915 |
363
+ | 0.3851 | 20.1290 | 624 | 1.6519 | 0.3008 | 1.6519 | 1.2853 |
364
+ | 0.3851 | 20.1935 | 626 | 1.6885 | 0.2963 | 1.6885 | 1.2994 |
365
+ | 0.3851 | 20.2581 | 628 | 1.6756 | 0.3182 | 1.6756 | 1.2945 |
366
+ | 0.3851 | 20.3226 | 630 | 1.6876 | 0.2615 | 1.6876 | 1.2991 |
367
+ | 0.3851 | 20.3871 | 632 | 1.7943 | 0.2576 | 1.7943 | 1.3395 |
368
+ | 0.3851 | 20.4516 | 634 | 1.9448 | 0.2074 | 1.9448 | 1.3946 |
369
+ | 0.3851 | 20.5161 | 636 | 1.9895 | 0.2074 | 1.9895 | 1.4105 |
370
+ | 0.3851 | 20.5806 | 638 | 1.9511 | 0.1940 | 1.9511 | 1.3968 |
371
+ | 0.3851 | 20.6452 | 640 | 1.8851 | 0.2239 | 1.8851 | 1.3730 |
372
+ | 0.3851 | 20.7097 | 642 | 1.8202 | 0.2105 | 1.8202 | 1.3491 |
373
+ | 0.3851 | 20.7742 | 644 | 1.6863 | 0.2769 | 1.6863 | 1.2986 |
374
+ | 0.3851 | 20.8387 | 646 | 1.6299 | 0.3636 | 1.6299 | 1.2767 |
375
+ | 0.3851 | 20.9032 | 648 | 1.6002 | 0.3636 | 1.6002 | 1.2650 |
376
+ | 0.3851 | 20.9677 | 650 | 1.6426 | 0.3556 | 1.6426 | 1.2816 |
377
+ | 0.3851 | 21.0323 | 652 | 1.7367 | 0.3504 | 1.7367 | 1.3178 |
378
+ | 0.3851 | 21.0968 | 654 | 1.8017 | 0.3188 | 1.8017 | 1.3423 |
379
+ | 0.3851 | 21.1613 | 656 | 1.7921 | 0.3188 | 1.7921 | 1.3387 |
380
+ | 0.3851 | 21.2258 | 658 | 1.7055 | 0.3188 | 1.7055 | 1.3059 |
381
+ | 0.3851 | 21.2903 | 660 | 1.6377 | 0.3504 | 1.6377 | 1.2797 |
382
+ | 0.3851 | 21.3548 | 662 | 1.6409 | 0.3529 | 1.6409 | 1.2810 |
383
+ | 0.3851 | 21.4194 | 664 | 1.7201 | 0.3529 | 1.7201 | 1.3115 |
384
+ | 0.3851 | 21.4839 | 666 | 1.7788 | 0.3043 | 1.7788 | 1.3337 |
385
+ | 0.3851 | 21.5484 | 668 | 1.8340 | 0.3022 | 1.8340 | 1.3543 |
386
+ | 0.3851 | 21.6129 | 670 | 1.9296 | 0.2446 | 1.9296 | 1.3891 |
387
+ | 0.3851 | 21.6774 | 672 | 1.9419 | 0.2446 | 1.9419 | 1.3935 |
388
+ | 0.3851 | 21.7419 | 674 | 1.8495 | 0.2754 | 1.8495 | 1.3600 |
389
+ | 0.3851 | 21.8065 | 676 | 1.7458 | 0.2941 | 1.7458 | 1.3213 |
390
+ | 0.3851 | 21.8710 | 678 | 1.7474 | 0.2941 | 1.7474 | 1.3219 |
391
+ | 0.3851 | 21.9355 | 680 | 1.8572 | 0.2920 | 1.8572 | 1.3628 |
392
+ | 0.3851 | 22.0 | 682 | 1.9946 | 0.2446 | 1.9946 | 1.4123 |
393
+ | 0.3851 | 22.0645 | 684 | 2.0560 | 0.1986 | 2.0560 | 1.4339 |
394
+ | 0.3851 | 22.1290 | 686 | 2.0083 | 0.2446 | 2.0083 | 1.4171 |
395
+ | 0.3851 | 22.1935 | 688 | 1.9876 | 0.2446 | 1.9876 | 1.4098 |
396
+ | 0.3851 | 22.2581 | 690 | 1.9795 | 0.2714 | 1.9795 | 1.4069 |
397
+ | 0.3851 | 22.3226 | 692 | 1.8996 | 0.2714 | 1.8996 | 1.3783 |
398
+ | 0.3851 | 22.3871 | 694 | 1.8568 | 0.2714 | 1.8568 | 1.3626 |
399
+ | 0.3851 | 22.4516 | 696 | 1.7787 | 0.3188 | 1.7787 | 1.3337 |
400
+ | 0.3851 | 22.5161 | 698 | 1.7253 | 0.2963 | 1.7253 | 1.3135 |
401
+ | 0.3851 | 22.5806 | 700 | 1.6452 | 0.3206 | 1.6452 | 1.2827 |
402
+ | 0.3851 | 22.6452 | 702 | 1.6620 | 0.3158 | 1.6620 | 1.2892 |
403
+ | 0.3851 | 22.7097 | 704 | 1.7103 | 0.3676 | 1.7103 | 1.3078 |
404
+ | 0.3851 | 22.7742 | 706 | 1.7906 | 0.3676 | 1.7906 | 1.3381 |
405
+ | 0.3851 | 22.8387 | 708 | 1.8348 | 0.3088 | 1.8348 | 1.3545 |
406
+ | 0.3851 | 22.9032 | 710 | 1.8927 | 0.3088 | 1.8927 | 1.3757 |
407
+ | 0.3851 | 22.9677 | 712 | 1.8416 | 0.3088 | 1.8416 | 1.3570 |
408
+ | 0.3851 | 23.0323 | 714 | 1.7916 | 0.3284 | 1.7916 | 1.3385 |
409
+ | 0.3851 | 23.0968 | 716 | 1.8264 | 0.3358 | 1.8264 | 1.3514 |
410
+ | 0.3851 | 23.1613 | 718 | 1.8747 | 0.3358 | 1.8747 | 1.3692 |
411
+ | 0.3851 | 23.2258 | 720 | 1.9095 | 0.2286 | 1.9095 | 1.3819 |
412
+ | 0.3851 | 23.2903 | 722 | 1.9262 | 0.2286 | 1.9262 | 1.3879 |
413
+ | 0.3851 | 23.3548 | 724 | 1.9634 | 0.2553 | 1.9634 | 1.4012 |
414
+ | 0.3851 | 23.4194 | 726 | 2.0292 | 0.2553 | 2.0292 | 1.4245 |
415
+ | 0.3851 | 23.4839 | 728 | 2.0901 | 0.1986 | 2.0901 | 1.4457 |
416
+ | 0.3851 | 23.5484 | 730 | 2.0500 | 0.1986 | 2.0500 | 1.4318 |
417
+ | 0.3851 | 23.6129 | 732 | 1.9345 | 0.2609 | 1.9345 | 1.3908 |
418
+ | 0.3851 | 23.6774 | 734 | 1.7459 | 0.2941 | 1.7459 | 1.3213 |
419
+ | 0.3851 | 23.7419 | 736 | 1.6567 | 0.2963 | 1.6567 | 1.2871 |
420
+ | 0.3851 | 23.8065 | 738 | 1.5987 | 0.3846 | 1.5987 | 1.2644 |
421
+ | 0.3851 | 23.8710 | 740 | 1.5622 | 0.4219 | 1.5622 | 1.2499 |
422
+ | 0.3851 | 23.9355 | 742 | 1.6122 | 0.4 | 1.6122 | 1.2697 |
423
+ | 0.3851 | 24.0 | 744 | 1.7513 | 0.2941 | 1.7513 | 1.3234 |
424
+ | 0.3851 | 24.0645 | 746 | 1.8599 | 0.2920 | 1.8599 | 1.3638 |
425
+ | 0.3851 | 24.1290 | 748 | 1.9594 | 0.1986 | 1.9594 | 1.3998 |
426
+ | 0.3851 | 24.1935 | 750 | 2.0158 | 0.1986 | 2.0158 | 1.4198 |
427
+ | 0.3851 | 24.2581 | 752 | 2.0243 | 0.1986 | 2.0243 | 1.4228 |
428
+ | 0.3851 | 24.3226 | 754 | 1.9685 | 0.2254 | 1.9685 | 1.4030 |
429
+ | 0.3851 | 24.3871 | 756 | 1.8821 | 0.2714 | 1.8821 | 1.3719 |
430
+ | 0.3851 | 24.4516 | 758 | 1.8284 | 0.2595 | 1.8284 | 1.3522 |
431
+ | 0.3851 | 24.5161 | 760 | 1.8715 | 0.2308 | 1.8715 | 1.3680 |
432
+ | 0.3851 | 24.5806 | 762 | 1.9050 | 0.2424 | 1.9050 | 1.3802 |
433
+ | 0.3851 | 24.6452 | 764 | 1.9275 | 0.2464 | 1.9275 | 1.3884 |
434
+ | 0.3851 | 24.7097 | 766 | 1.9896 | 0.2553 | 1.9896 | 1.4105 |
435
+ | 0.3851 | 24.7742 | 768 | 2.0014 | 0.2553 | 2.0014 | 1.4147 |
436
+ | 0.3851 | 24.8387 | 770 | 1.9816 | 0.2553 | 1.9816 | 1.4077 |
437
+ | 0.3851 | 24.9032 | 772 | 1.9176 | 0.2714 | 1.9176 | 1.3848 |
438
+ | 0.3851 | 24.9677 | 774 | 1.7870 | 0.3235 | 1.7870 | 1.3368 |
439
+ | 0.3851 | 25.0323 | 776 | 1.6761 | 0.3259 | 1.6761 | 1.2946 |
440
+ | 0.3851 | 25.0968 | 778 | 1.6520 | 0.3259 | 1.6520 | 1.2853 |
441
+ | 0.3851 | 25.1613 | 780 | 1.7363 | 0.3382 | 1.7363 | 1.3177 |
442
+ | 0.3851 | 25.2258 | 782 | 1.8837 | 0.2734 | 1.8837 | 1.3725 |
443
+ | 0.3851 | 25.2903 | 784 | 2.0871 | 0.2254 | 2.0871 | 1.4447 |
444
+ | 0.3851 | 25.3548 | 786 | 2.1911 | 0.2254 | 2.1911 | 1.4802 |
445
+ | 0.3851 | 25.4194 | 788 | 2.1347 | 0.2254 | 2.1347 | 1.4611 |
446
+ | 0.3851 | 25.4839 | 790 | 2.0285 | 0.2254 | 2.0285 | 1.4243 |
447
+ | 0.3851 | 25.5484 | 792 | 1.8596 | 0.2899 | 1.8596 | 1.3637 |
448
+ | 0.3851 | 25.6129 | 794 | 1.7701 | 0.3259 | 1.7701 | 1.3305 |
449
+ | 0.3851 | 25.6774 | 796 | 1.7375 | 0.3284 | 1.7375 | 1.3181 |
450
+ | 0.3851 | 25.7419 | 798 | 1.8013 | 0.2774 | 1.8013 | 1.3421 |
451
+ | 0.3851 | 25.8065 | 800 | 1.9531 | 0.2254 | 1.9531 | 1.3975 |
452
+ | 0.3851 | 25.8710 | 802 | 2.1490 | 0.2254 | 2.1490 | 1.4659 |
453
+ | 0.3851 | 25.9355 | 804 | 2.2069 | 0.2254 | 2.2069 | 1.4856 |
454
+ | 0.3851 | 26.0 | 806 | 2.1128 | 0.2254 | 2.1128 | 1.4535 |
455
+ | 0.3851 | 26.0645 | 808 | 1.9965 | 0.2254 | 1.9965 | 1.4130 |
456
+ | 0.3851 | 26.1290 | 810 | 1.8974 | 0.2446 | 1.8974 | 1.3775 |
457
+ | 0.3851 | 26.1935 | 812 | 1.8371 | 0.2754 | 1.8371 | 1.3554 |
458
+ | 0.3851 | 26.2581 | 814 | 1.8316 | 0.2754 | 1.8316 | 1.3534 |
459
+ | 0.3851 | 26.3226 | 816 | 1.8747 | 0.2571 | 1.8747 | 1.3692 |
460
+ | 0.3851 | 26.3871 | 818 | 1.9430 | 0.2411 | 1.9430 | 1.3939 |
461
+ | 0.3851 | 26.4516 | 820 | 2.0594 | 0.2254 | 2.0594 | 1.4351 |
462
+ | 0.3851 | 26.5161 | 822 | 2.0471 | 0.1986 | 2.0471 | 1.4308 |
463
+ | 0.3851 | 26.5806 | 824 | 2.0063 | 0.1986 | 2.0063 | 1.4164 |
464
+ | 0.3851 | 26.6452 | 826 | 1.9294 | 0.2609 | 1.9294 | 1.3890 |
465
+ | 0.3851 | 26.7097 | 828 | 1.8127 | 0.3188 | 1.8127 | 1.3464 |
466
+ | 0.3851 | 26.7742 | 830 | 1.7246 | 0.3433 | 1.7246 | 1.3133 |
467
+ | 0.3851 | 26.8387 | 832 | 1.6977 | 0.3910 | 1.6977 | 1.3030 |
468
+ | 0.3851 | 26.9032 | 834 | 1.7141 | 0.3556 | 1.7141 | 1.3092 |
469
+ | 0.3851 | 26.9677 | 836 | 1.7376 | 0.3212 | 1.7376 | 1.3182 |
470
+ | 0.3851 | 27.0323 | 838 | 1.7401 | 0.3188 | 1.7401 | 1.3191 |
471
+ | 0.3851 | 27.0968 | 840 | 1.7473 | 0.3188 | 1.7473 | 1.3219 |
472
+ | 0.3851 | 27.1613 | 842 | 1.7614 | 0.3188 | 1.7614 | 1.3272 |
473
+ | 0.3851 | 27.2258 | 844 | 1.7366 | 0.3188 | 1.7366 | 1.3178 |
474
+ | 0.3851 | 27.2903 | 846 | 1.7187 | 0.3188 | 1.7187 | 1.3110 |
475
+ | 0.3851 | 27.3548 | 848 | 1.6863 | 0.3188 | 1.6863 | 1.2986 |
476
+ | 0.3851 | 27.4194 | 850 | 1.6965 | 0.3188 | 1.6965 | 1.3025 |
477
+ | 0.3851 | 27.4839 | 852 | 1.7035 | 0.3212 | 1.7035 | 1.3052 |
478
+ | 0.3851 | 27.5484 | 854 | 1.6977 | 0.3212 | 1.6977 | 1.3030 |
479
+ | 0.3851 | 27.6129 | 856 | 1.6636 | 0.3881 | 1.6636 | 1.2898 |
480
+ | 0.3851 | 27.6774 | 858 | 1.6745 | 0.3939 | 1.6746 | 1.2940 |
481
+ | 0.3851 | 27.7419 | 860 | 1.7088 | 0.3382 | 1.7088 | 1.3072 |
482
+ | 0.3851 | 27.8065 | 862 | 1.7536 | 0.3212 | 1.7536 | 1.3242 |
483
+ | 0.3851 | 27.8710 | 864 | 1.8462 | 0.3188 | 1.8462 | 1.3588 |
484
+ | 0.3851 | 27.9355 | 866 | 1.9777 | 0.2411 | 1.9777 | 1.4063 |
485
+ | 0.3851 | 28.0 | 868 | 1.9741 | 0.2411 | 1.9741 | 1.4050 |
486
+ | 0.3851 | 28.0645 | 870 | 1.9051 | 0.2878 | 1.9051 | 1.3803 |
487
+ | 0.3851 | 28.1290 | 872 | 1.7906 | 0.3188 | 1.7906 | 1.3381 |
488
+ | 0.3851 | 28.1935 | 874 | 1.7017 | 0.3212 | 1.7017 | 1.3045 |
489
+ | 0.3851 | 28.2581 | 876 | 1.7167 | 0.3212 | 1.7167 | 1.3102 |
490
+ | 0.3851 | 28.3226 | 878 | 1.8037 | 0.2899 | 1.8037 | 1.3430 |
491
+ | 0.3851 | 28.3871 | 880 | 1.9519 | 0.2714 | 1.9519 | 1.3971 |
492
+ | 0.3851 | 28.4516 | 882 | 2.0564 | 0.2254 | 2.0564 | 1.4340 |
493
+ | 0.3851 | 28.5161 | 884 | 2.0587 | 0.2254 | 2.0587 | 1.4348 |
494
+ | 0.3851 | 28.5806 | 886 | 1.9796 | 0.2553 | 1.9796 | 1.4070 |
495
+ | 0.3851 | 28.6452 | 888 | 1.8566 | 0.2899 | 1.8566 | 1.3626 |
496
+ | 0.3851 | 28.7097 | 890 | 1.7408 | 0.3212 | 1.7408 | 1.3194 |
497
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498
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499
+ | 0.3851 | 28.9032 | 896 | 1.8759 | 0.2714 | 1.8759 | 1.3696 |
500
+ | 0.3851 | 28.9677 | 898 | 2.0343 | 0.2098 | 2.0343 | 1.4263 |
501
+ | 0.3851 | 29.0323 | 900 | 2.1589 | 0.1831 | 2.1589 | 1.4693 |
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503
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504
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505
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506
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509
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510
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511
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512
+ | 0.3851 | 29.7419 | 922 | 2.0865 | 0.1986 | 2.0865 | 1.4445 |
513
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514
+ | 0.3851 | 29.8710 | 926 | 2.1222 | 0.1986 | 2.1222 | 1.4568 |
515
+ | 0.3851 | 29.9355 | 928 | 2.1113 | 0.1986 | 2.1113 | 1.4530 |
516
+ | 0.3851 | 30.0 | 930 | 2.0975 | 0.1986 | 2.0975 | 1.4483 |
517
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518
+ | 0.3851 | 30.1290 | 934 | 1.9059 | 0.2571 | 1.9059 | 1.3806 |
519
+ | 0.3851 | 30.1935 | 936 | 1.7633 | 0.3358 | 1.7633 | 1.3279 |
520
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521
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522
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524
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526
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527
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528
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530
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532
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537
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538
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539
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540
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541
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543
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546
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547
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+ | 0.0616 | 32.5161 | 1008 | 1.6014 | 0.3876 | 1.6014 | 1.2655 |
556
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557
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558
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559
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560
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561
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562
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564
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565
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566
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567
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568
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569
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570
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571
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573
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577
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578
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579
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580
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581
+ | 0.0616 | 34.1935 | 1060 | 2.1378 | 0.2254 | 2.1378 | 1.4621 |
582
+
583
+
584
+ ### Framework versions
585
+
586
+ - Transformers 4.44.2
587
+ - Pytorch 2.4.0+cu118
588
+ - Datasets 2.21.0
589
+ - Tokenizers 0.19.1
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