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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task3_organization

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  1. README.md +438 -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_k10_task3_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_k10_task3_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: 0.9583
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+ - Qwk: -0.1605
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+ - Mse: 0.9583
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+ - Rmse: 0.9789
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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 | 0.08 | 2 | 3.5711 | 0.0035 | 3.5711 | 1.8897 |
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+ | No log | 0.16 | 4 | 1.8474 | 0.0560 | 1.8474 | 1.3592 |
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+ | No log | 0.24 | 6 | 2.0958 | 0.0104 | 2.0958 | 1.4477 |
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+ | No log | 0.32 | 8 | 1.6504 | 0.0276 | 1.6504 | 1.2847 |
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+ | No log | 0.4 | 10 | 0.8621 | -0.0371 | 0.8621 | 0.9285 |
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+ | No log | 0.48 | 12 | 0.8885 | -0.1261 | 0.8885 | 0.9426 |
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+ | No log | 0.56 | 14 | 0.9488 | -0.0285 | 0.9488 | 0.9741 |
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+ | No log | 0.64 | 16 | 1.0387 | -0.0149 | 1.0387 | 1.0192 |
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+ | No log | 0.72 | 18 | 1.3523 | -0.0500 | 1.3523 | 1.1629 |
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+ | No log | 0.8 | 20 | 1.4629 | -0.0247 | 1.4629 | 1.2095 |
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+ | No log | 0.88 | 22 | 1.2116 | -0.0500 | 1.2116 | 1.1007 |
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+ | No log | 0.96 | 24 | 0.9735 | -0.1291 | 0.9735 | 0.9866 |
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+ | No log | 1.04 | 26 | 0.8461 | 0.0159 | 0.8461 | 0.9198 |
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+ | No log | 1.12 | 28 | 0.8343 | -0.0264 | 0.8343 | 0.9134 |
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+ | No log | 1.2 | 30 | 1.0220 | -0.0218 | 1.0220 | 1.0109 |
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+ | No log | 1.28 | 32 | 1.3685 | -0.0126 | 1.3685 | 1.1698 |
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+ | No log | 1.3600 | 34 | 1.0637 | -0.0211 | 1.0637 | 1.0314 |
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+ | No log | 1.44 | 36 | 0.8571 | -0.0390 | 0.8571 | 0.9258 |
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+ | No log | 1.52 | 38 | 0.7811 | -0.0711 | 0.7811 | 0.8838 |
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+ | No log | 1.6 | 40 | 0.7357 | 0.0506 | 0.7357 | 0.8577 |
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+ | No log | 1.6800 | 42 | 0.7646 | -0.0101 | 0.7646 | 0.8744 |
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+ | No log | 1.76 | 44 | 0.8673 | -0.0442 | 0.8673 | 0.9313 |
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+ | No log | 1.8400 | 46 | 0.9600 | 0.0026 | 0.9600 | 0.9798 |
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+ | No log | 1.92 | 48 | 1.2081 | -0.0435 | 1.2081 | 1.0991 |
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+ | No log | 2.0 | 50 | 0.9147 | -0.0079 | 0.9147 | 0.9564 |
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+ | No log | 2.08 | 52 | 0.6850 | 0.0 | 0.6850 | 0.8276 |
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+ | No log | 2.16 | 54 | 0.6741 | 0.0555 | 0.6741 | 0.8210 |
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+ | No log | 2.24 | 56 | 0.6711 | 0.0555 | 0.6711 | 0.8192 |
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+ | No log | 2.32 | 58 | 0.7512 | 0.1318 | 0.7512 | 0.8667 |
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+ | No log | 2.4 | 60 | 0.8923 | 0.0786 | 0.8923 | 0.9446 |
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+ | No log | 2.48 | 62 | 1.1074 | 0.0596 | 1.1074 | 1.0523 |
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+ | No log | 2.56 | 64 | 0.9105 | -0.0079 | 0.9105 | 0.9542 |
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+ | No log | 2.64 | 66 | 0.8798 | 0.0476 | 0.8798 | 0.9380 |
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+ | No log | 2.7200 | 68 | 0.7006 | 0.1021 | 0.7006 | 0.8370 |
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+ | No log | 2.8 | 70 | 0.7140 | 0.0374 | 0.7140 | 0.8450 |
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+ | No log | 2.88 | 72 | 0.9834 | -0.0809 | 0.9834 | 0.9917 |
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+ | No log | 2.96 | 74 | 1.8308 | -0.0421 | 1.8308 | 1.3531 |
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+ | No log | 3.04 | 76 | 1.4609 | 0.0488 | 1.4609 | 1.2087 |
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+ | No log | 3.12 | 78 | 0.7971 | 0.0318 | 0.7971 | 0.8928 |
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+ | No log | 3.2 | 80 | 0.7118 | -0.0035 | 0.7118 | 0.8437 |
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+ | No log | 3.2800 | 82 | 0.7225 | 0.0506 | 0.7225 | 0.8500 |
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+ | No log | 3.36 | 84 | 0.9858 | -0.1645 | 0.9858 | 0.9929 |
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+ | No log | 3.44 | 86 | 1.1995 | -0.1278 | 1.1995 | 1.0952 |
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+ | No log | 3.52 | 88 | 0.9128 | -0.1257 | 0.9128 | 0.9554 |
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+ | No log | 3.6 | 90 | 0.7421 | -0.0033 | 0.7421 | 0.8615 |
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+ | No log | 3.68 | 92 | 0.7511 | -0.0520 | 0.7511 | 0.8667 |
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+ | No log | 3.76 | 94 | 0.8121 | 0.0269 | 0.8121 | 0.9012 |
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+ | No log | 3.84 | 96 | 1.1957 | -0.1850 | 1.1957 | 1.0935 |
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+ | No log | 3.92 | 98 | 0.9993 | -0.1932 | 0.9993 | 0.9997 |
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+ | No log | 4.0 | 100 | 0.7779 | 0.0 | 0.7779 | 0.8820 |
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+ | No log | 4.08 | 102 | 0.7500 | 0.0 | 0.7500 | 0.8660 |
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+ | No log | 4.16 | 104 | 0.8273 | 0.0670 | 0.8273 | 0.9095 |
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+ | No log | 4.24 | 106 | 0.8837 | 0.0043 | 0.8837 | 0.9400 |
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+ | No log | 4.32 | 108 | 0.7444 | 0.1021 | 0.7444 | 0.8628 |
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+ | No log | 4.4 | 110 | 0.7702 | 0.0 | 0.7702 | 0.8776 |
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+ | No log | 4.48 | 112 | 0.7834 | -0.1551 | 0.7834 | 0.8851 |
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+ | No log | 4.5600 | 114 | 0.9060 | -0.1140 | 0.9060 | 0.9518 |
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+ | No log | 4.64 | 116 | 1.2930 | -0.1124 | 1.2930 | 1.1371 |
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+ | No log | 4.72 | 118 | 1.0722 | -0.1914 | 1.0722 | 1.0354 |
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+ | No log | 4.8 | 120 | 0.8363 | -0.0030 | 0.8363 | 0.9145 |
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+ | No log | 4.88 | 122 | 0.8812 | -0.1538 | 0.8812 | 0.9387 |
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+ | No log | 4.96 | 124 | 0.8527 | -0.0428 | 0.8527 | 0.9234 |
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+ | No log | 5.04 | 126 | 0.8572 | 0.0338 | 0.8572 | 0.9259 |
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+ | No log | 5.12 | 128 | 1.0005 | -0.2392 | 1.0005 | 1.0002 |
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+ | No log | 5.2 | 130 | 0.9137 | -0.1144 | 0.9137 | 0.9559 |
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+ | No log | 5.28 | 132 | 0.9237 | -0.0723 | 0.9237 | 0.9611 |
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+ | No log | 5.36 | 134 | 0.9039 | -0.0711 | 0.9039 | 0.9508 |
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+ | No log | 5.44 | 136 | 0.8792 | -0.0113 | 0.8792 | 0.9377 |
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+ | No log | 5.52 | 138 | 0.8929 | -0.0248 | 0.8929 | 0.9449 |
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+ | No log | 5.6 | 140 | 0.9284 | -0.1449 | 0.9284 | 0.9635 |
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+ | No log | 5.68 | 142 | 0.9521 | -0.1449 | 0.9521 | 0.9758 |
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+ | No log | 5.76 | 144 | 0.8846 | -0.0992 | 0.8846 | 0.9405 |
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+ | No log | 5.84 | 146 | 0.8795 | -0.0166 | 0.8795 | 0.9378 |
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+ | No log | 5.92 | 148 | 0.8963 | 0.0285 | 0.8963 | 0.9467 |
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+ | No log | 6.0 | 150 | 0.9049 | -0.0226 | 0.9049 | 0.9512 |
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+ | No log | 6.08 | 152 | 0.9504 | -0.1088 | 0.9504 | 0.9749 |
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+ | No log | 6.16 | 154 | 1.0497 | -0.1115 | 1.0497 | 1.0245 |
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+ | No log | 6.24 | 156 | 1.0752 | -0.1115 | 1.0752 | 1.0369 |
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+ | No log | 6.32 | 158 | 1.1074 | -0.1172 | 1.1074 | 1.0523 |
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+ | No log | 6.4 | 160 | 0.9828 | -0.1564 | 0.9828 | 0.9913 |
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+ | No log | 6.48 | 162 | 0.8527 | 0.0031 | 0.8527 | 0.9234 |
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+ | No log | 6.5600 | 164 | 0.8314 | -0.0451 | 0.8314 | 0.9118 |
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+ | No log | 6.64 | 166 | 0.7937 | -0.0541 | 0.7937 | 0.8909 |
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+ | No log | 6.72 | 168 | 0.9340 | 0.0017 | 0.9340 | 0.9665 |
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+ | No log | 6.8 | 170 | 1.0405 | -0.0909 | 1.0405 | 1.0201 |
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+ | No log | 6.88 | 172 | 0.8867 | -0.0767 | 0.8867 | 0.9416 |
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+ | No log | 6.96 | 174 | 0.7913 | -0.0520 | 0.7913 | 0.8895 |
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+ | No log | 7.04 | 176 | 0.8642 | -0.0633 | 0.8642 | 0.9296 |
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+ | No log | 7.12 | 178 | 0.8788 | 0.0240 | 0.8788 | 0.9374 |
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+ | No log | 7.2 | 180 | 0.8761 | -0.0056 | 0.8761 | 0.9360 |
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+ | No log | 7.28 | 182 | 0.8938 | -0.1524 | 0.8938 | 0.9454 |
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+ | No log | 7.36 | 184 | 0.8550 | -0.0506 | 0.8550 | 0.9246 |
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+ | No log | 7.44 | 186 | 0.8845 | -0.0731 | 0.8845 | 0.9405 |
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+ | No log | 7.52 | 188 | 0.9564 | -0.0788 | 0.9564 | 0.9780 |
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+ | No log | 7.6 | 190 | 0.8738 | -0.0228 | 0.8738 | 0.9348 |
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+ | No log | 7.68 | 192 | 0.8159 | -0.0427 | 0.8159 | 0.9033 |
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+ | No log | 7.76 | 194 | 0.8337 | -0.0837 | 0.8337 | 0.9131 |
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+ | No log | 7.84 | 196 | 0.8292 | -0.0837 | 0.8292 | 0.9106 |
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+ | No log | 7.92 | 198 | 0.7882 | 0.0914 | 0.7882 | 0.8878 |
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+ | No log | 8.0 | 200 | 0.9221 | 0.0068 | 0.9221 | 0.9602 |
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+ | No log | 8.08 | 202 | 0.8364 | -0.0274 | 0.8364 | 0.9145 |
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+ | No log | 8.16 | 204 | 0.7870 | 0.0 | 0.7870 | 0.8871 |
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+ | No log | 8.24 | 206 | 0.7942 | -0.0366 | 0.7942 | 0.8912 |
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+ | No log | 8.32 | 208 | 0.7591 | 0.0556 | 0.7591 | 0.8713 |
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+ | No log | 8.4 | 210 | 0.7387 | 0.0 | 0.7387 | 0.8595 |
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+ | No log | 8.48 | 212 | 0.7405 | 0.0479 | 0.7405 | 0.8605 |
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+ | No log | 8.56 | 214 | 0.7658 | 0.0914 | 0.7658 | 0.8751 |
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+ | No log | 8.64 | 216 | 0.7928 | 0.0922 | 0.7928 | 0.8904 |
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+ | No log | 8.72 | 218 | 0.8342 | -0.0648 | 0.8342 | 0.9133 |
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+ | No log | 8.8 | 220 | 0.8351 | 0.0260 | 0.8351 | 0.9138 |
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+ | No log | 8.88 | 222 | 0.8201 | -0.0661 | 0.8201 | 0.9056 |
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+ | No log | 8.96 | 224 | 0.8190 | 0.0341 | 0.8190 | 0.9050 |
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+ | No log | 9.04 | 226 | 0.9385 | -0.0373 | 0.9385 | 0.9688 |
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+ | No log | 9.12 | 228 | 0.8860 | 0.0146 | 0.8860 | 0.9413 |
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+ | No log | 9.2 | 230 | 0.8252 | -0.1665 | 0.8252 | 0.9084 |
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+ | No log | 9.28 | 232 | 0.8645 | 0.0007 | 0.8645 | 0.9298 |
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+ | No log | 9.36 | 234 | 0.7947 | 0.0 | 0.7947 | 0.8915 |
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+ | No log | 9.44 | 236 | 0.8467 | 0.0956 | 0.8467 | 0.9202 |
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+ | No log | 9.52 | 238 | 0.8852 | -0.0425 | 0.8852 | 0.9409 |
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+ | No log | 9.6 | 240 | 0.8167 | 0.0600 | 0.8167 | 0.9037 |
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+ | No log | 9.68 | 242 | 0.7540 | 0.0414 | 0.7540 | 0.8683 |
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+ | No log | 9.76 | 244 | 0.7486 | 0.0 | 0.7486 | 0.8652 |
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+ | No log | 9.84 | 246 | 0.7534 | 0.0869 | 0.7534 | 0.8680 |
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+ | No log | 9.92 | 248 | 0.7782 | 0.0869 | 0.7782 | 0.8822 |
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+ | No log | 10.0 | 250 | 0.7996 | -0.0912 | 0.7996 | 0.8942 |
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+ | No log | 10.08 | 252 | 0.8426 | -0.0633 | 0.8426 | 0.9179 |
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+ | No log | 10.16 | 254 | 0.8353 | -0.1266 | 0.8353 | 0.9139 |
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+ | No log | 10.24 | 256 | 0.8296 | -0.0786 | 0.8296 | 0.9108 |
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+ | No log | 10.32 | 258 | 0.7588 | -0.0571 | 0.7588 | 0.8711 |
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+ | No log | 10.4 | 260 | 0.7267 | 0.0436 | 0.7267 | 0.8525 |
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+ | No log | 10.48 | 262 | 0.7256 | 0.0436 | 0.7256 | 0.8518 |
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+ | No log | 10.56 | 264 | 0.7214 | 0.0479 | 0.7214 | 0.8493 |
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+ | No log | 10.64 | 266 | 0.7775 | -0.0473 | 0.7775 | 0.8818 |
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+ | No log | 10.72 | 268 | 0.8745 | -0.0801 | 0.8745 | 0.9351 |
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+ | No log | 10.8 | 270 | 0.8932 | -0.0473 | 0.8932 | 0.9451 |
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+ | No log | 10.88 | 272 | 0.9005 | -0.0695 | 0.9005 | 0.9490 |
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+ | No log | 10.96 | 274 | 0.9050 | -0.0753 | 0.9050 | 0.9513 |
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+ | No log | 11.04 | 276 | 0.8799 | -0.0730 | 0.8799 | 0.9380 |
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+ | No log | 11.12 | 278 | 0.8838 | -0.1538 | 0.8838 | 0.9401 |
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+ | No log | 11.2 | 280 | 0.8793 | -0.1033 | 0.8793 | 0.9377 |
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+ | No log | 11.28 | 282 | 0.8578 | -0.1606 | 0.8578 | 0.9262 |
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+ | No log | 11.36 | 284 | 0.8747 | -0.0426 | 0.8747 | 0.9353 |
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+ | No log | 11.44 | 286 | 0.8842 | -0.0741 | 0.8842 | 0.9403 |
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+ | No log | 11.52 | 288 | 0.9490 | -0.1709 | 0.9490 | 0.9742 |
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+ | No log | 11.6 | 290 | 0.9424 | -0.1647 | 0.9424 | 0.9708 |
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+ | No log | 11.68 | 292 | 0.9395 | -0.1587 | 0.9395 | 0.9693 |
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+ | No log | 11.76 | 294 | 0.8706 | -0.0280 | 0.8706 | 0.9331 |
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+ | No log | 11.84 | 296 | 0.8670 | 0.0183 | 0.8670 | 0.9311 |
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+ | No log | 11.92 | 298 | 0.8564 | 0.0183 | 0.8564 | 0.9254 |
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+ | No log | 12.0 | 300 | 0.8270 | 0.0 | 0.8270 | 0.9094 |
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+ | No log | 12.08 | 302 | 0.8223 | -0.0449 | 0.8223 | 0.9068 |
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+ | No log | 12.16 | 304 | 0.8006 | -0.1100 | 0.8006 | 0.8947 |
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+ | No log | 12.24 | 306 | 0.8115 | 0.0723 | 0.8115 | 0.9008 |
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+ | No log | 12.32 | 308 | 0.7612 | 0.0479 | 0.7612 | 0.8725 |
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+ | No log | 12.4 | 310 | 0.7724 | -0.0032 | 0.7724 | 0.8789 |
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+ | No log | 12.48 | 312 | 0.8075 | -0.1033 | 0.8075 | 0.8986 |
208
+ | No log | 12.56 | 314 | 0.8441 | -0.0113 | 0.8441 | 0.9188 |
209
+ | No log | 12.64 | 316 | 0.8750 | 0.0323 | 0.8750 | 0.9354 |
210
+ | No log | 12.72 | 318 | 0.8779 | -0.0567 | 0.8779 | 0.9370 |
211
+ | No log | 12.8 | 320 | 0.8590 | -0.0567 | 0.8590 | 0.9268 |
212
+ | No log | 12.88 | 322 | 0.8358 | -0.0407 | 0.8358 | 0.9142 |
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+ | No log | 12.96 | 324 | 0.8339 | -0.1833 | 0.8339 | 0.9132 |
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+ | No log | 13.04 | 326 | 0.8352 | -0.2336 | 0.8352 | 0.9139 |
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+ | No log | 13.12 | 328 | 0.8083 | 0.0 | 0.8083 | 0.8990 |
216
+ | No log | 13.2 | 330 | 0.8699 | -0.0252 | 0.8699 | 0.9327 |
217
+ | No log | 13.28 | 332 | 0.9441 | -0.0031 | 0.9441 | 0.9717 |
218
+ | No log | 13.36 | 334 | 0.9141 | 0.0123 | 0.9141 | 0.9561 |
219
+ | No log | 13.44 | 336 | 0.8395 | -0.0152 | 0.8395 | 0.9162 |
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+ | No log | 13.52 | 338 | 0.8390 | -0.1033 | 0.8390 | 0.9160 |
221
+ | No log | 13.6 | 340 | 0.8756 | -0.1474 | 0.8756 | 0.9358 |
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+ | No log | 13.68 | 342 | 0.8568 | -0.1606 | 0.8568 | 0.9256 |
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+ | No log | 13.76 | 344 | 0.8045 | 0.0479 | 0.8045 | 0.8969 |
224
+ | No log | 13.84 | 346 | 0.8955 | -0.0408 | 0.8955 | 0.9463 |
225
+ | No log | 13.92 | 348 | 0.9045 | -0.0818 | 0.9045 | 0.9511 |
226
+ | No log | 14.0 | 350 | 0.8337 | 0.0600 | 0.8337 | 0.9131 |
227
+ | No log | 14.08 | 352 | 0.8103 | 0.0282 | 0.8103 | 0.9002 |
228
+ | No log | 14.16 | 354 | 0.8059 | -0.0644 | 0.8059 | 0.8977 |
229
+ | No log | 14.24 | 356 | 0.8214 | 0.0247 | 0.8214 | 0.9063 |
230
+ | No log | 14.32 | 358 | 0.8395 | 0.0247 | 0.8395 | 0.9163 |
231
+ | No log | 14.4 | 360 | 0.8236 | 0.0918 | 0.8236 | 0.9075 |
232
+ | No log | 14.48 | 362 | 0.8330 | -0.1330 | 0.8330 | 0.9127 |
233
+ | No log | 14.56 | 364 | 0.8390 | -0.1678 | 0.8390 | 0.9160 |
234
+ | No log | 14.64 | 366 | 0.8094 | -0.0902 | 0.8094 | 0.8997 |
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+ | No log | 14.72 | 368 | 0.8154 | 0.0970 | 0.8154 | 0.9030 |
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+ | No log | 14.8 | 370 | 0.8472 | -0.0228 | 0.8472 | 0.9204 |
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+ | No log | 14.88 | 372 | 0.8149 | 0.0967 | 0.8149 | 0.9027 |
238
+ | No log | 14.96 | 374 | 0.7947 | -0.0345 | 0.7947 | 0.8915 |
239
+ | No log | 15.04 | 376 | 0.8711 | -0.1086 | 0.8711 | 0.9333 |
240
+ | No log | 15.12 | 378 | 0.8908 | -0.0513 | 0.8908 | 0.9438 |
241
+ | No log | 15.2 | 380 | 0.8215 | -0.1606 | 0.8215 | 0.9063 |
242
+ | No log | 15.28 | 382 | 0.7902 | 0.0454 | 0.7902 | 0.8889 |
243
+ | No log | 15.36 | 384 | 0.8994 | -0.0408 | 0.8994 | 0.9484 |
244
+ | No log | 15.44 | 386 | 1.0541 | -0.0931 | 1.0541 | 1.0267 |
245
+ | No log | 15.52 | 388 | 1.0786 | -0.0597 | 1.0786 | 1.0385 |
246
+ | No log | 15.6 | 390 | 0.9167 | -0.0008 | 0.9167 | 0.9574 |
247
+ | No log | 15.68 | 392 | 0.8149 | -0.0643 | 0.8149 | 0.9027 |
248
+ | No log | 15.76 | 394 | 0.8283 | -0.0658 | 0.8283 | 0.9101 |
249
+ | No log | 15.84 | 396 | 0.9143 | -0.0359 | 0.9143 | 0.9562 |
250
+ | No log | 15.92 | 398 | 0.8929 | -0.0322 | 0.8929 | 0.9449 |
251
+ | No log | 16.0 | 400 | 0.8505 | -0.1786 | 0.8505 | 0.9222 |
252
+ | No log | 16.08 | 402 | 0.8389 | -0.0870 | 0.8389 | 0.9159 |
253
+ | No log | 16.16 | 404 | 0.8260 | -0.0513 | 0.8260 | 0.9088 |
254
+ | No log | 16.24 | 406 | 0.8364 | 0.0236 | 0.8364 | 0.9145 |
255
+ | No log | 16.32 | 408 | 0.8559 | 0.0068 | 0.8559 | 0.9251 |
256
+ | No log | 16.4 | 410 | 0.8586 | -0.0262 | 0.8586 | 0.9266 |
257
+ | No log | 16.48 | 412 | 0.8700 | -0.0240 | 0.8700 | 0.9327 |
258
+ | No log | 16.56 | 414 | 0.8730 | -0.0218 | 0.8730 | 0.9344 |
259
+ | No log | 16.64 | 416 | 0.8550 | -0.0145 | 0.8550 | 0.9246 |
260
+ | No log | 16.72 | 418 | 0.8491 | 0.0454 | 0.8491 | 0.9214 |
261
+ | No log | 16.8 | 420 | 0.8520 | 0.0454 | 0.8520 | 0.9231 |
262
+ | No log | 16.88 | 422 | 0.8603 | -0.0595 | 0.8603 | 0.9275 |
263
+ | No log | 16.96 | 424 | 0.8526 | 0.0454 | 0.8526 | 0.9234 |
264
+ | No log | 17.04 | 426 | 0.8527 | -0.0145 | 0.8527 | 0.9234 |
265
+ | No log | 17.12 | 428 | 0.8641 | -0.0711 | 0.8641 | 0.9296 |
266
+ | No log | 17.2 | 430 | 0.8541 | -0.1126 | 0.8541 | 0.9242 |
267
+ | No log | 17.28 | 432 | 0.8649 | 0.0518 | 0.8649 | 0.9300 |
268
+ | No log | 17.36 | 434 | 0.9155 | -0.1470 | 0.9155 | 0.9568 |
269
+ | No log | 17.44 | 436 | 0.9132 | -0.1411 | 0.9132 | 0.9556 |
270
+ | No log | 17.52 | 438 | 0.8681 | -0.0849 | 0.8681 | 0.9317 |
271
+ | No log | 17.6 | 440 | 0.8189 | -0.0030 | 0.8189 | 0.9049 |
272
+ | No log | 17.68 | 442 | 0.8447 | -0.0658 | 0.8447 | 0.9191 |
273
+ | No log | 17.76 | 444 | 0.8383 | -0.0704 | 0.8383 | 0.9156 |
274
+ | No log | 17.84 | 446 | 0.7903 | -0.0612 | 0.7903 | 0.8890 |
275
+ | No log | 17.92 | 448 | 0.7616 | 0.0 | 0.7616 | 0.8727 |
276
+ | No log | 18.0 | 450 | 0.7697 | -0.0520 | 0.7697 | 0.8773 |
277
+ | No log | 18.08 | 452 | 0.7739 | 0.0 | 0.7739 | 0.8797 |
278
+ | No log | 18.16 | 454 | 0.7815 | 0.0414 | 0.7815 | 0.8840 |
279
+ | No log | 18.24 | 456 | 0.7849 | 0.0414 | 0.7849 | 0.8860 |
280
+ | No log | 18.32 | 458 | 0.7621 | 0.0454 | 0.7621 | 0.8730 |
281
+ | No log | 18.4 | 460 | 0.7654 | -0.0493 | 0.7654 | 0.8749 |
282
+ | No log | 18.48 | 462 | 0.7626 | -0.0493 | 0.7626 | 0.8733 |
283
+ | No log | 18.56 | 464 | 0.7540 | -0.0030 | 0.7540 | 0.8683 |
284
+ | No log | 18.64 | 466 | 0.7475 | -0.0032 | 0.7475 | 0.8646 |
285
+ | No log | 18.72 | 468 | 0.7339 | -0.0032 | 0.7339 | 0.8567 |
286
+ | No log | 18.8 | 470 | 0.7380 | 0.0 | 0.7380 | 0.8591 |
287
+ | No log | 18.88 | 472 | 0.7418 | -0.0032 | 0.7418 | 0.8613 |
288
+ | No log | 18.96 | 474 | 0.7614 | -0.0032 | 0.7614 | 0.8726 |
289
+ | No log | 19.04 | 476 | 0.7839 | 0.1362 | 0.7839 | 0.8854 |
290
+ | No log | 19.12 | 478 | 0.8339 | 0.1240 | 0.8339 | 0.9132 |
291
+ | No log | 19.2 | 480 | 0.8624 | 0.0893 | 0.8624 | 0.9286 |
292
+ | No log | 19.28 | 482 | 0.8727 | 0.0893 | 0.8727 | 0.9342 |
293
+ | No log | 19.36 | 484 | 0.8833 | 0.0051 | 0.8833 | 0.9399 |
294
+ | No log | 19.44 | 486 | 0.8868 | 0.0840 | 0.8868 | 0.9417 |
295
+ | No log | 19.52 | 488 | 0.9053 | -0.0630 | 0.9053 | 0.9515 |
296
+ | No log | 19.6 | 490 | 0.9122 | -0.0241 | 0.9122 | 0.9551 |
297
+ | No log | 19.68 | 492 | 0.8789 | -0.0178 | 0.8789 | 0.9375 |
298
+ | No log | 19.76 | 494 | 0.8046 | 0.0488 | 0.8046 | 0.8970 |
299
+ | No log | 19.84 | 496 | 0.7905 | 0.0488 | 0.7905 | 0.8891 |
300
+ | No log | 19.92 | 498 | 0.8143 | -0.0329 | 0.8143 | 0.9024 |
301
+ | 0.2776 | 20.0 | 500 | 0.8318 | -0.0705 | 0.8318 | 0.9120 |
302
+ | 0.2776 | 20.08 | 502 | 0.8201 | 0.0 | 0.8201 | 0.9056 |
303
+ | 0.2776 | 20.16 | 504 | 0.8386 | 0.0709 | 0.8386 | 0.9158 |
304
+ | 0.2776 | 20.24 | 506 | 0.8313 | 0.0308 | 0.8313 | 0.9118 |
305
+ | 0.2776 | 20.32 | 508 | 0.8211 | 0.0412 | 0.8211 | 0.9062 |
306
+ | 0.2776 | 20.4 | 510 | 0.8023 | 0.0030 | 0.8023 | 0.8957 |
307
+ | 0.2776 | 20.48 | 512 | 0.7818 | -0.0449 | 0.7818 | 0.8842 |
308
+ | 0.2776 | 20.56 | 514 | 0.7609 | -0.0449 | 0.7609 | 0.8723 |
309
+ | 0.2776 | 20.64 | 516 | 0.7721 | 0.0732 | 0.7721 | 0.8787 |
310
+ | 0.2776 | 20.72 | 518 | 0.8370 | -0.0799 | 0.8370 | 0.9149 |
311
+ | 0.2776 | 20.8 | 520 | 0.8791 | 0.0287 | 0.8791 | 0.9376 |
312
+ | 0.2776 | 20.88 | 522 | 0.8267 | -0.0316 | 0.8267 | 0.9092 |
313
+ | 0.2776 | 20.96 | 524 | 0.7818 | 0.0323 | 0.7818 | 0.8842 |
314
+ | 0.2776 | 21.04 | 526 | 0.8015 | 0.0 | 0.8015 | 0.8953 |
315
+ | 0.2776 | 21.12 | 528 | 0.8069 | 0.0030 | 0.8069 | 0.8983 |
316
+ | 0.2776 | 21.2 | 530 | 0.8027 | 0.0556 | 0.8027 | 0.8959 |
317
+ | 0.2776 | 21.28 | 532 | 0.8106 | 0.0471 | 0.8106 | 0.9003 |
318
+ | 0.2776 | 21.36 | 534 | 0.8213 | 0.0323 | 0.8213 | 0.9063 |
319
+ | 0.2776 | 21.44 | 536 | 0.8163 | 0.0732 | 0.8163 | 0.9035 |
320
+ | 0.2776 | 21.52 | 538 | 0.7784 | 0.1144 | 0.7784 | 0.8822 |
321
+ | 0.2776 | 21.6 | 540 | 0.7290 | 0.0970 | 0.7290 | 0.8538 |
322
+ | 0.2776 | 21.68 | 542 | 0.7224 | 0.0970 | 0.7224 | 0.8499 |
323
+ | 0.2776 | 21.76 | 544 | 0.7451 | 0.0918 | 0.7451 | 0.8632 |
324
+ | 0.2776 | 21.84 | 546 | 0.8275 | 0.1095 | 0.8275 | 0.9097 |
325
+ | 0.2776 | 21.92 | 548 | 0.8104 | 0.0783 | 0.8104 | 0.9002 |
326
+ | 0.2776 | 22.0 | 550 | 0.8185 | -0.0661 | 0.8185 | 0.9047 |
327
+ | 0.2776 | 22.08 | 552 | 0.8762 | -0.0016 | 0.8762 | 0.9361 |
328
+ | 0.2776 | 22.16 | 554 | 0.8776 | -0.0016 | 0.8776 | 0.9368 |
329
+ | 0.2776 | 22.24 | 556 | 0.8447 | -0.0314 | 0.8447 | 0.9191 |
330
+ | 0.2776 | 22.32 | 558 | 0.8592 | -0.0588 | 0.8592 | 0.9269 |
331
+ | 0.2776 | 22.4 | 560 | 0.8700 | 0.0205 | 0.8700 | 0.9327 |
332
+ | 0.2776 | 22.48 | 562 | 0.8418 | 0.0341 | 0.8418 | 0.9175 |
333
+ | 0.2776 | 22.56 | 564 | 0.8114 | -0.0859 | 0.8114 | 0.9008 |
334
+ | 0.2776 | 22.64 | 566 | 0.7996 | -0.0902 | 0.7996 | 0.8942 |
335
+ | 0.2776 | 22.72 | 568 | 0.7705 | -0.0469 | 0.7705 | 0.8778 |
336
+ | 0.2776 | 22.8 | 570 | 0.8208 | 0.0236 | 0.8208 | 0.9060 |
337
+ | 0.2776 | 22.88 | 572 | 0.9236 | -0.1221 | 0.9236 | 0.9610 |
338
+ | 0.2776 | 22.96 | 574 | 0.9373 | -0.0539 | 0.9373 | 0.9682 |
339
+ | 0.2776 | 23.04 | 576 | 0.8871 | -0.0408 | 0.8871 | 0.9418 |
340
+ | 0.2776 | 23.12 | 578 | 0.8475 | -0.1184 | 0.8475 | 0.9206 |
341
+ | 0.2776 | 23.2 | 580 | 0.8329 | 0.0471 | 0.8329 | 0.9126 |
342
+ | 0.2776 | 23.28 | 582 | 0.8314 | 0.0488 | 0.8314 | 0.9118 |
343
+ | 0.2776 | 23.36 | 584 | 0.8239 | -0.0870 | 0.8239 | 0.9077 |
344
+ | 0.2776 | 23.44 | 586 | 0.8251 | -0.0426 | 0.8251 | 0.9083 |
345
+ | 0.2776 | 23.52 | 588 | 0.8524 | 0.0236 | 0.8524 | 0.9233 |
346
+ | 0.2776 | 23.6 | 590 | 0.8672 | 0.0146 | 0.8672 | 0.9312 |
347
+ | 0.2776 | 23.68 | 592 | 0.8244 | 0.0205 | 0.8244 | 0.9079 |
348
+ | 0.2776 | 23.76 | 594 | 0.7680 | 0.0869 | 0.7680 | 0.8764 |
349
+ | 0.2776 | 23.84 | 596 | 0.7706 | -0.0513 | 0.7706 | 0.8778 |
350
+ | 0.2776 | 23.92 | 598 | 0.8082 | -0.0859 | 0.8082 | 0.8990 |
351
+ | 0.2776 | 24.0 | 600 | 0.8339 | -0.0426 | 0.8339 | 0.9132 |
352
+ | 0.2776 | 24.08 | 602 | 0.8649 | 0.0341 | 0.8649 | 0.9300 |
353
+ | 0.2776 | 24.16 | 604 | 0.9101 | -0.0376 | 0.9101 | 0.9540 |
354
+ | 0.2776 | 24.24 | 606 | 0.9835 | -0.0870 | 0.9835 | 0.9917 |
355
+ | 0.2776 | 24.32 | 608 | 0.9816 | -0.0862 | 0.9816 | 0.9908 |
356
+ | 0.2776 | 24.4 | 610 | 0.9248 | -0.0799 | 0.9248 | 0.9617 |
357
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358
+ | 0.2776 | 24.56 | 614 | 0.8558 | 0.0412 | 0.8558 | 0.9251 |
359
+ | 0.2776 | 24.64 | 616 | 0.8559 | -0.0762 | 0.8559 | 0.9252 |
360
+ | 0.2776 | 24.72 | 618 | 0.8608 | -0.1979 | 0.8608 | 0.9278 |
361
+ | 0.2776 | 24.8 | 620 | 0.8563 | -0.0370 | 0.8563 | 0.9254 |
362
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363
+ | 0.2776 | 24.96 | 624 | 0.8775 | 0.0095 | 0.8775 | 0.9368 |
364
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365
+ | 0.2776 | 25.12 | 628 | 0.8139 | 0.1541 | 0.8139 | 0.9022 |
366
+ | 0.2776 | 25.2 | 630 | 0.8182 | 0.1541 | 0.8182 | 0.9046 |
367
+ | 0.2776 | 25.28 | 632 | 0.8550 | 0.0574 | 0.8550 | 0.9247 |
368
+ | 0.2776 | 25.36 | 634 | 0.9242 | -0.0828 | 0.9242 | 0.9613 |
369
+ | 0.2776 | 25.44 | 636 | 0.9260 | -0.1155 | 0.9260 | 0.9623 |
370
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371
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372
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373
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374
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375
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376
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377
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378
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379
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380
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381
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382
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383
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384
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385
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386
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387
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388
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389
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390
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391
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392
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393
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394
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395
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396
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397
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399
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401
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402
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403
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404
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405
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406
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407
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408
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409
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410
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411
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412
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413
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414
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415
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416
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+
432
+
433
+ ### Framework versions
434
+
435
+ - Transformers 4.44.2
436
+ - Pytorch 2.4.0+cu118
437
+ - Datasets 2.21.0
438
+ - Tokenizers 0.19.1
config.json ADDED
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+ "position_embedding_type": "absolute",
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+ "problem_type": "regression",
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+ "transformers_version": "4.44.2",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 64000
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+ }
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