End of training
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- training_args.bin +1 -1
README.md
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This model is a fine-tuned version of [google/t5-v1_1-large](https://huggingface.co/google/t5-v1_1-large) on the None dataset.
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It achieves the following results on the evaluation set:
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- Train Loss:
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- Loss:
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- Losses: [
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Train Loss | Validation Loss | Losses
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| 7.8751 | 12.0 | 300 | 7.6128 | 8.2985 | [7, 8, 8, 8, 8, 8, 7, 7, 8, 7, 8, 8, 7, 7, 9, 8, 8, 8, 8, 5, 8, 8, 8, 19, 8, 7, 7, 8, 8, 8, 8, 7, 7, 8, 7, 8, 8, 8, 8, 6, 7, 8, 4, 8, 8, 7, 23, 7, 2, 6, 8, 8, 8, 7, 8, 6, 6, 7, 7, 8, 8, 8, 7, 12, 8, 7, 8, 8, 7, 6, 7, 8, 7, 7, 7, 7, 7, 8, 8, 8, 7, 8, 8, 8, 8, 25, 8, 7, 2, 6, 5, 7, 8, 8, 8, 8, 7, 8, 2, 7, 8, 8, 8, 7, 6, 8, 8, 8, 3, 7, 7, 8, 7, 8, 8, 8, 13, 8, 7, 2, 8, 8, 8, 8, 8, 8, 7, 8, 8, 7, 8, 7, 8, 7, 7, 8, 6, 8, 8, 7, 6, 8, 6, 7, 9, 7, 8, 7, 8, 8, 8, 8, 17, 8, 7, 7, 5, 7, 8, 8, 7, 8, 8, 8, 8, 7, 8, 8, 7, 8, 8, 8, 7, 8, 7, 8, 19, 8, 8, 8, 8, 7, 8, 8, 7, 8, 8, 8, 8, 8, 6, 8, 7, 7, 8, 7, 7, 7, 6, 8, 8, 8, 4, 7, 8, 8, 6, 8, 5, 7, 8, 8, 8, 8, 8, 2, 7, 11, 15, 7, 8, 8, 7, 7, 8, 8, 8, 2, 8, 8, 7, 8, 2, 9, 8, 8, 6, 3, 8, 10, 8, 14, 7, 7, 7, 9, 8, 8, 7, 7, 8, 7, 7, 8, 7, 8, 8, 8, 7, 8, 7, 8, 8, 6, 8, 7, 8, 7, 7, 7, 7, 8, 8, 8, 8, 8, 8, 6, 5, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 8, 4, 8, 6, 7, 7, 7, 7, 7, 8, 7, 8, 8, 7, 6, 8, 8, 2, 8, 8, 8, 8, 8, 7, 8, 15, 7, 7, 8, 8, 8, 8, 8, 7, 8, 8, 8, 4, 8, 7, 8, 7, 8, 8, 7, 8, 8, 7, 8, 8, 7, 8, 8, 8, 8, 5, 7, 7, 7, 2, 8, 5, 8, 8, 6, 7, 7, 8, 8, 11] |
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| 7.9103 | 13.0 | 325 | 7.1671 | 8.1287 | [7, 8, 6, 6, 6, 8, 7, 7, 5, 7, 5, 8, 6, 7, 9, 8, 8, 8, 8, 7, 8, 8, 6, 11, 5, 6, 7, 8, 8, 8, 8, 7, 7, 8, 7, 8, 6, 8, 6, 7, 7, 8, 8, 8, 6, 7, 5, 7, 7, 6, 6, 8, 8, 6, 6, 8, 6, 7, 8, 8, 8, 8, 7, 8, 6, 7, 8, 8, 7, 5, 7, 8, 7, 7, 7, 7, 7, 6, 8, 6, 6, 8, 8, 8, 6, 8, 8, 7, 3, 6, 8, 6, 8, 8, 8, 8, 7, 8, 8, 7, 6, 8, 5, 7, 6, 8, 6, 8, 8, 7, 7, 8, 7, 8, 8, 6, 17, 6, 7, 8, 8, 8, 8, 5, 8, 8, 6, 8, 6, 7, 4, 7, 6, 7, 7, 8, 7, 5, 8, 6, 8, 8, 6, 7, 6, 7, 8, 7, 8, 8, 8, 8, 17, 6, 7, 6, 7, 7, 8, 6, 7, 8, 8, 8, 8, 7, 8, 8, 5, 8, 8, 8, 7, 8, 6, 5, 8, 6, 3, 8, 8, 7, 8, 8, 6, 8, 8, 8, 8, 3, 8, 6, 7, 6, 8, 6, 6, 7, 6, 6, 8, 8, 8, 7, 8, 8, 6, 8, 8, 7, 8, 8, 6, 8, 8, 8, 7, 11, 8, 6, 8, 8, 7, 7, 7, 8, 8, 7, 8, 5, 7, 6, 7, 6, 6, 5, 6, 7, 8, 10, 8, 20, 7, 6, 7, 9, 5, 8, 7, 5, 8, 7, 7, 8, 7, 8, 8, 8, 7, 8, 7, 8, 6, 6, 8, 7, 8, 7, 6, 7, 7, 8, 4, 6, 8, 8, 5, 6, 7, 8, 7, 8, 5, 8, 2, 8, 8, 8, 8, 2, 7, 8, 8, 7, 7, 7, 6, 7, 8, 7, 8, 8, 7, 8, 6, 8, 1, 8, 5, 8, 5, 6, 7, 4, 8, 4, 7, 8, 8, 8, 8, 6, 6, 6, 8, 8, 8, 8, 6, 6, 7, 8, 7, 7, 6, 8, 3, 8, 8, 6, 8, 8, 6, 6, 7, 7, 7, 7, 8, 6, 8, 8, 8, 6, 7, 8, 8, 8, 11] |
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| 7.5196 | 14.0 | 350 | 4.7994 | 7.8867 | [8, 12, 8, 7, 8, 2, 3, 2, 3, 5, 5, 4, 7, 2, 9, 6, 3, 3, 3, 3, 4, 2, 8, 7, 6, 7, 7, 5, 3, 2, 2, 3, 3, 3, 3, 6, 7, 2, 8, 2, 2, 3, 4, 4, 6, 3, 5, 4, 2, 7, 7, 2, 7, 7, 7, 7, 4, 3, 8, 3, 3, 3, 2, 8, 8, 3, 4, 6, 2, 7, 2, 4, 3, 4, 7, 3, 2, 6, 4, 8, 6, 2, 8, 4, 10, 6, 7, 5, 2, 7, 2, 7, 2, 2, 2, 6, 3, 4, 2, 2, 8, 3, 5, 2, 7, 2, 8, 4, 4, 3, 7, 3, 2, 3, 7, 7, 6, 7, 2, 2, 3, 5, 3, 11, 2, 2, 6, 5, 7, 8, 4, 2, 10, 7, 2, 6, 2, 5, 3, 7, 2, 8, 17, 2, 8, 2, 7, 3, 8, 3, 6, 8, 9, 7, 2, 7, 5, 4, 6, 7, 2, 2, 6, 4, 2, 7, 2, 3, 5, 3, 6, 3, 2, 4, 7, 5, 7, 16, 2, 5, 4, 2, 2, 7, 7, 3, 2, 3, 3, 3, 3, 6, 3, 8, 3, 7, 6, 4, 6, 7, 5, 3, 4, 7, 2, 7, 6, 4, 5, 7, 4, 2, 7, 5, 2, 2, 2, 6, 6, 7, 6, 3, 5, 2, 7, 3, 3, 2, 7, 6, 6, 6, 2, 8, 8, 8, 5, 6, 7, 6, 5, 6, 3, 7, 3, 7, 6, 4, 2, 6, 8, 2, 3, 7, 3, 2, 2, 4, 7, 2, 2, 7, 7, 7, 3, 2, 2, 2, 6, 3, 2, 3, 4, 8, 3, 2, 6, 6, 3, 3, 7, 3, 8, 4, 2, 3, 4, 8, 3, 7, 4, 2, 2, 7, 3, 3, 7, 7, 2, 3, 4, 8, 3, 6, 7, 2, 2, 8, 6, 2, 6, 6, 6, 8, 6, 4, 6, 7, 2, 4, 7, 6, 7, 7, 5, 4, 5, 2, 7, 7, 2, 7, 6, 5, 7, 6, 2, 2, 3, 6, 3, 6, 7, 6, 7, 6, 3, 5, 2, 7, 8, 2, 8, 7, 2, 8, 3, 3, 5] |
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| 7.3949 | 15.0 | 375 | 4.3398 | 7.6427 | [8, 7, 7, 6, 6, 2, 3, 2, 6, 5, 5, 4, 6, 2, 3, 6, 3, 3, 3, 3, 4, 2, 6, 3, 5, 7, 2, 5, 3, 2, 2, 3, 3, 3, 3, 5, 6, 2, 7, 2, 2, 3, 4, 4, 7, 3, 6, 4, 2, 6, 7, 2, 6, 7, 6, 7, 4, 3, 7, 3, 3, 3, 2, 7, 7, 3, 4, 7, 2, 5, 2, 4, 3, 4, 4, 3, 2, 6, 4, 7, 7, 2, 2, 4, 7, 6, 6, 5, 2, 7, 2, 2, 2, 2, 2, 6, 3, 4, 2, 2, 7, 3, 6, 2, 6, 2, 6, 4, 6, 3, 7, 3, 2, 3, 7, 7, 7, 6, 2, 2, 3, 5, 3, 6, 2, 2, 6, 5, 7, 7, 4, 2, 7, 7, 2, 6, 2, 6, 3, 6, 2, 4, 3, 2, 5, 2, 5, 3, 4, 3, 6, 5, 7, 6, 2, 7, 5, 4, 6, 7, 2, 2, 6, 4, 2, 7, 2, 3, 5, 4, 6, 3, 2, 4, 7, 6, 7, 2, 2, 5, 4, 2, 2, 6, 7, 3, 2, 3, 3, 3, 3, 7, 3, 6, 3, 7, 7, 4, 6, 7, 5, 3, 4, 3, 2, 6, 7, 4, 5, 7, 4, 3, 7, 5, 2, 2, 2, 3, 6, 6, 6, 3, 5, 2, 6, 3, 3, 2, 4, 8, 7, 7, 2, 7, 7, 5, 5, 6, 6, 2, 5, 6, 3, 7, 3, 2, 4, 4, 2, 5, 5, 2, 2, 7, 3, 2, 3, 4, 2, 2, 2, 7, 7, 5, 3, 2, 2, 2, 7, 3, 2, 3, 6, 8, 3, 2, 5, 6, 2, 3, 7, 8, 5, 4, 2, 3, 4, 7, 3, 7, 4, 2, 2, 7, 3, 3, 4, 7, 2, 3, 4, 7, 3, 5, 6, 2, 2, 2, 3, 2, 5, 7, 5, 6, 6, 4, 6, 5, 2, 4, 7, 7, 6, 6, 5, 4, 5, 2, 7, 7, 2, 6, 7, 5, 7, 7, 2, 2, 3, 7, 3, 6, 6, 7, 7, 7, 3, 5, 2, 6, 4, 2, 7, 7, 2, 7, 3, 2, 6] |
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| 7.1573 | 16.0 | 400 | 3.6100 | 7.4229 | [2, 7, 2, 7, 6, 2, 2, 2, 5, 5, 5, 4, 6, 3, 5, 3, 3, 2, 2, 2, 4, 2, 6, 4, 6, 2, 2, 5, 3, 2, 2, 3, 3, 3, 3, 3, 7, 2, 3, 2, 2, 3, 4, 4, 6, 3, 6, 4, 2, 4, 4, 2, 2, 3, 6, 7, 4, 3, 2, 3, 3, 3, 2, 3, 2, 3, 4, 5, 2, 5, 3, 3, 3, 4, 3, 3, 2, 6, 4, 2, 7, 2, 2, 4, 6, 7, 3, 5, 3, 3, 3, 6, 2, 2, 2, 6, 3, 4, 2, 3, 2, 3, 6, 2, 2, 2, 3, 4, 4, 2, 2, 2, 2, 3, 2, 6, 5, 2, 2, 3, 3, 5, 3, 5, 3, 2, 7, 5, 6, 2, 4, 2, 6, 3, 2, 6, 2, 5, 3, 3, 2, 4, 2, 2, 4, 3, 7, 3, 4, 3, 6, 4, 2, 2, 2, 7, 5, 4, 2, 2, 2, 2, 6, 2, 2, 2, 3, 3, 5, 4, 6, 3, 2, 4, 3, 4, 2, 6, 3, 5, 4, 2, 2, 7, 6, 3, 2, 3, 3, 3, 3, 4, 3, 6, 3, 7, 4, 4, 6, 2, 5, 3, 4, 7, 2, 5, 2, 4, 5, 6, 4, 3, 2, 5, 2, 1, 2, 2, 7, 7, 6, 3, 5, 2, 1, 3, 3, 2, 4, 5, 7, 6, 2, 2, 2, 5, 5, 5, 2, 3, 5, 7, 3, 5, 3, 6, 4, 4, 3, 5, 7, 2, 3, 6, 3, 2, 3, 4, 2, 2, 2, 3, 6, 4, 3, 3, 2, 2, 4, 3, 2, 3, 6, 6, 3, 2, 3, 6, 2, 3, 2, 2, 5, 4, 2, 3, 4, 4, 3, 6, 4, 2, 2, 3, 3, 3, 6, 2, 2, 3, 4, 2, 3, 4, 4, 2, 2, 2, 6, 2, 3, 5, 5, 4, 7, 4, 6, 5, 1, 4, 6, 3, 6, 6, 4, 4, 5, 2, 2, 6, 2, 2, 5, 5, 7, 2, 2, 3, 3, 2, 3, 3, 6, 5, 2, 2, 2, 5, 1, 7, 4, 2, 5, 6, 2, 7, 3, 3, 5] |
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| 7.0604 | 17.0 | 425 | 3.5209 | 7.2883 | [2, 2, 2, 5, 2, 2, 5, 2, 3, 5, 3, 4, 4, 6, 2, 3, 3, 3, 6, 5, 4, 2, 2, 3, 3, 2, 2, 5, 3, 6, 6, 1, 1, 0, 5, 3, 2, 2, 3, 6, 2, 3, 4, 6, 2, 3, 6, 4, 2, 4, 4, 6, 2, 3, 2, 4, 3, 2, 2, 6, 3, 0, 6, 3, 2, 3, 4, 5, 2, 5, 6, 5, 6, 4, 5, 3, 2, 2, 4, 2, 3, 6, 2, 4, 3, 2, 3, 6, 2, 3, 1, 1, 2, 1, 2, 6, 3, 4, 2, 6, 2, 5, 6, 5, 2, 2, 3, 3, 4, 6, 2, 3, 2, 3, 2, 4, 5, 2, 2, 2, 5, 5, 3, 6, 6, 2, 2, 4, 3, 2, 3, 2, 3, 3, 2, 6, 2, 3, 0, 3, 6, 5, 2, 2, 4, 6, 3, 3, 4, 5, 5, 3, 2, 2, 6, 3, 5, 4, 2, 2, 2, 2, 4, 4, 2, 2, 6, 3, 5, 4, 6, 3, 2, 4, 3, 4, 2, 0, 6, 5, 4, 6, 5, 2, 3, 1, 2, 3, 3, 3, 3, 4, 3, 3, 3, 4, 4, 4, 4, 2, 5, 3, 4, 3, 2, 5, 2, 4, 5, 5, 4, 3, 2, 6, 2, 6, 6, 2, 4, 2, 3, 3, 5, 2, 1, 3, 3, 6, 4, 4, 2, 3, 2, 2, 2, 3, 5, 3, 2, 1, 5, 6, 3, 5, 1, 0, 4, 2, 6, 5, 5, 5, 6, 4, 3, 2, 6, 4, 5, 2, 5, 3, 2, 4, 5, 5, 2, 6, 4, 5, 6, 3, 6, 3, 3, 2, 3, 3, 5, 5, 2, 2, 5, 6, 1, 5, 6, 4, 5, 2, 6, 2, 2, 3, 5, 5, 3, 2, 6, 5, 5, 2, 3, 4, 4, 6, 1, 2, 6, 2, 3, 5, 5, 4, 2, 5, 6, 5, 5, 4, 2, 3, 3, 6, 6, 6, 5, 2, 2, 0, 2, 2, 3, 6, 2, 2, 2, 5, 3, 2, 3, 3, 6, 5, 5, 2, 3, 6, 6, 2, 4, 6, 5, 3, 2, 3, 3, 6, 5] |
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| 6.9226 | 18.0 | 450 | 3.4568 | 7.1778 | [7, 2, 2, 5, 2, 2, 3, 2, 3, 2, 3, 4, 4, 5, 2, 3, 5, 5, 5, 3, 4, 5, 2, 3, 3, 2, 2, 2, 4, 2, 5, 3, 5, 3, 4, 3, 2, 5, 3, 5, 2, 3, 3, 4, 2, 4, 6, 4, 5, 4, 4, 5, 2, 3, 2, 4, 4, 4, 2, 3, 3, 5, 2, 3, 2, 3, 4, 5, 2, 5, 5, 2, 4, 4, 4, 5, 5, 2, 4, 2, 3, 5, 2, 4, 3, 2, 3, 2, 2, 3, 5, 2, 2, 2, 2, 6, 3, 4, 5, 5, 2, 3, 6, 5, 2, 2, 3, 4, 2, 5, 2, 3, 2, 5, 2, 4, 5, 2, 5, 4, 5, 3, 5, 3, 2, 5, 2, 3, 3, 2, 4, 5, 3, 3, 2, 1, 5, 4, 3, 3, 5, 4, 2, 5, 4, 5, 3, 3, 4, 3, 0, 6, 7, 2, 2, 3, 3, 4, 2, 2, 2, 2, 2, 4, 2, 2, 5, 3, 5, 4, 6, 3, 5, 2, 3, 4, 2, 2, 5, 1, 4, 5, 5, 2, 3, 3, 2, 3, 5, 3, 5, 4, 3, 3, 5, 4, 4, 3, 4, 2, 5, 3, 4, 3, 5, 5, 2, 4, 5, 5, 3, 3, 2, 2, 4, 2, 2, 2, 4, 2, 3, 5, 3, 2, 7, 5, 3, 2, 4, 4, 2, 3, 5, 2, 2, 3, 3, 6, 2, 2, 1, 6, 4, 5, 3, 2, 4, 4, 5, 5, 5, 2, 5, 4, 3, 2, 5, 4, 2, 2, 2, 7, 2, 4, 4, 5, 5, 5, 4, 3, 2, 4, 6, 3, 5, 2, 3, 3, 5, 4, 2, 2, 5, 4, 2, 3, 4, 4, 4, 2, 3, 5, 2, 7, 4, 4, 4, 2, 5, 4, 4, 2, 3, 4, 4, 5, 2, 5, 6, 2, 3, 5, 5, 4, 2, 4, 2, 5, 2, 3, 2, 3, 3, 6, 3, 4, 2, 2, 2, 2, 5, 2, 3, 3, 2, 2, 5, 5, 5, 2, 4, 6, 6, 5, 5, 2, 3, 3, 2, 2, 3, 2, 5, 3, 2, 3, 4, 2, 5] |
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| 6.9056 | 19.0 | 475 | 4.3343 | 7.0956 | [7, 2, 2, 5, 2, 5, 6, 5, 3, 6, 3, 6, 4, 6, 3, 3, 6, 6, 6, 6, 6, 5, 2, 3, 3, 2, 2, 2, 6, 6, 6, 5, 6, 5, 4, 3, 2, 6, 3, 5, 5, 6, 5, 4, 2, 5, 6, 3, 6, 4, 4, 5, 2, 3, 2, 4, 4, 4, 2, 6, 6, 6, 6, 3, 2, 4, 4, 6, 2, 5, 5, 2, 6, 3, 6, 6, 6, 2, 4, 2, 3, 6, 2, 6, 3, 2, 3, 2, 6, 3, 5, 2, 6, 5, 5, 5, 5, 5, 5, 5, 2, 5, 6, 5, 2, 5, 3, 3, 5, 6, 2, 5, 6, 6, 2, 4, 5, 2, 6, 5, 6, 3, 6, 3, 6, 5, 2, 4, 3, 2, 2, 6, 3, 3, 5, 5, 6, 4, 5, 3, 5, 6, 2, 6, 4, 5, 3, 4, 6, 6, 5, 6, 7, 2, 6, 3, 3, 6, 2, 2, 5, 6, 2, 4, 5, 2, 6, 0, 5, 4, 2, 1, 5, 5, 3, 4, 2, 2, 5, 5, 5, 6, 5, 2, 3, 5, 5, 4, 6, 6, 5, 4, 4, 3, 6, 4, 4, 6, 4, 2, 2, 5, 6, 3, 5, 5, 2, 6, 6, 5, 6, 6, 2, 6, 5, 5, 5, 2, 4, 2, 3, 5, 3, 6, 2, 5, 5, 6, 4, 4, 2, 3, 6, 2, 2, 3, 5, 6, 2, 2, 5, 6, 6, 5, 5, 2, 4, 3, 5, 5, 5, 6, 5, 4, 5, 5, 5, 5, 6, 4, 5, 7, 2, 4, 4, 6, 6, 6, 4, 5, 6, 5, 6, 3, 6, 5, 3, 3, 6, 4, 2, 6, 5, 6, 5, 5, 6, 4, 5, 2, 6, 6, 6, 7, 4, 6, 4, 2, 6, 4, 6, 2, 5, 4, 4, 5, 6, 5, 6, 5, 3, 5, 5, 4, 2, 4, 2, 5, 6, 6, 2, 3, 3, 6, 6, 6, 2, 6, 2, 2, 6, 2, 3, 6, 2, 2, 6, 6, 6, 2, 6, 6, 6, 5, 5, 2, 5, 6, 5, 2, 5, 5, 5, 3, 5, 3, 5, 6, 5] |
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| 6.7055 | 20.0 | 500 | 4.2423 | 7.0258 | [6, 2, 7, 5, 2, 6, 5, 5, 3, 2, 3, 4, 4, 5, 3, 3, 5, 5, 5, 4, 6, 6, 2, 3, 3, 2, 2, 2, 4, 6, 6, 5, 5, 4, 6, 3, 2, 5, 3, 6, 5, 5, 5, 4, 7, 4, 6, 3, 5, 4, 4, 6, 2, 3, 2, 4, 4, 4, 2, 4, 5, 5, 6, 3, 2, 6, 3, 5, 6, 5, 5, 2, 5, 3, 5, 6, 5, 2, 4, 2, 3, 5, 2, 3, 3, 2, 3, 2, 6, 3, 5, 2, 5, 5, 5, 6, 5, 4, 5, 5, 7, 5, 6, 5, 2, 5, 3, 5, 5, 5, 7, 5, 6, 5, 2, 4, 5, 7, 6, 4, 4, 3, 6, 3, 5, 5, 2, 3, 3, 2, 2, 6, 3, 3, 5, 1, 5, 4, 5, 3, 6, 5, 2, 6, 4, 5, 3, 5, 4, 5, 1, 6, 7, 7, 5, 3, 3, 3, 2, 2, 6, 5, 4, 4, 5, 2, 5, 5, 5, 4, 4, 5, 5, 2, 3, 4, 2, 2, 5, 2, 4, 5, 5, 2, 3, 5, 5, 4, 5, 4, 5, 4, 4, 3, 7, 4, 4, 3, 4, 7, 2, 5, 4, 3, 5, 7, 7, 4, 2, 5, 4, 4, 7, 2, 6, 5, 5, 2, 4, 2, 3, 5, 3, 6, 7, 5, 5, 5, 4, 4, 2, 3, 5, 7, 2, 3, 5, 3, 2, 2, 5, 7, 4, 7, 5, 2, 4, 4, 5, 5, 5, 5, 6, 4, 5, 6, 4, 3, 5, 4, 5, 5, 2, 4, 4, 6, 6, 6, 7, 5, 5, 6, 6, 3, 5, 5, 3, 3, 5, 4, 2, 6, 5, 4, 5, 5, 3, 4, 4, 2, 6, 5, 6, 4, 4, 4, 4, 2, 6, 4, 5, 2, 5, 4, 4, 6, 5, 5, 6, 6, 3, 5, 5, 4, 2, 4, 2, 5, 5, 4, 2, 3, 3, 6, 3, 4, 2, 6, 2, 2, 6, 2, 3, 6, 2, 2, 5, 6, 5, 7, 4, 6, 6, 5, 5, 2, 6, 4, 5, 2, 4, 5, 5, 3, 5, 3, 4, 5, 5] |
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| 6.6944 | 21.0 | 525 | 5.1671 | 6.9654 | [5, 7, 7, 7, 7, 4, 5, 5, 6, 2, 5, 4, 7, 5, 4, 6, 5, 5, 5, 4, 4, 5, 7, 7, 6, 7, 2, 2, 4, 5, 5, 5, 5, 5, 4, 5, 7, 5, 7, 5, 5, 5, 3, 4, 7, 4, 5, 3, 5, 4, 7, 5, 7, 7, 7, 7, 4, 4, 7, 5, 5, 5, 5, 7, 7, 4, 4, 5, 5, 4, 5, 2, 4, 3, 6, 5, 5, 7, 4, 7, 7, 5, 7, 3, 7, 7, 7, 2, 5, 7, 5, 7, 5, 5, 5, 1, 5, 3, 5, 5, 7, 5, 6, 5, 7, 5, 7, 3, 3, 5, 7, 5, 5, 5, 7, 7, 5, 7, 5, 4, 5, 3, 5, 6, 5, 5, 7, 3, 7, 7, 2, 5, 7, 7, 5, 1, 5, 6, 5, 7, 5, 6, 7, 5, 6, 5, 7, 4, 4, 5, 1, 3, 7, 7, 5, 7, 3, 3, 6, 7, 5, 5, 2, 5, 5, 7, 5, 5, 5, 4, 2, 5, 5, 2, 7, 6, 2, 7, 5, 2, 2, 5, 6, 7, 7, 5, 5, 4, 5, 4, 5, 7, 4, 7, 5, 4, 7, 3, 7, 7, 2, 5, 4, 7, 5, 7, 7, 4, 2, 7, 3, 5, 7, 2, 6, 5, 5, 7, 7, 7, 7, 5, 3, 5, 7, 5, 5, 5, 7, 6, 7, 7, 5, 7, 7, 6, 3, 3, 7, 7, 1, 7, 4, 7, 5, 7, 6, 3, 5, 5, 7, 5, 5, 4, 5, 5, 5, 3, 6, 4, 5, 4, 7, 5, 4, 5, 5, 5, 4, 5, 5, 4, 6, 7, 5, 5, 6, 7, 5, 4, 7, 5, 6, 4, 5, 3, 4, 4, 4, 7, 3, 5, 5, 4, 4, 4, 7, 7, 5, 4, 5, 7, 5, 6, 7, 5, 5, 5, 6, 5, 3, 7, 5, 6, 7, 4, 2, 7, 5, 3, 7, 7, 7, 7, 3, 4, 2, 5, 7, 2, 5, 7, 5, 3, 7, 7, 5, 5, 4, 7, 4, 4, 7, 7, 6, 7, 4, 3, 5, 7, 3, 5, 5, 7, 5, 7, 4, 5, 5] |
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72 |
-
| 6.6248 | 22.0 | 550 | 5.7688 | 6.9158 | [6, 7, 6, 6, 6, 5, 6, 5, 5, 6, 5, 6, 6, 5, 5, 5, 5, 6, 5, 6, 6, 5, 6, 7, 6, 7, 7, 5, 6, 6, 6, 6, 6, 6, 5, 5, 7, 6, 7, 5, 5, 6, 5, 6, 5, 5, 5, 6, 6, 7, 6, 6, 7, 7, 6, 7, 6, 6, 7, 6, 6, 5, 6, 6, 6, 4, 5, 6, 6, 5, 6, 5, 6, 4, 5, 6, 6, 6, 4, 7, 7, 6, 7, 6, 6, 7, 6, 6, 6, 6, 6, 6, 5, 6, 6, 5, 6, 5, 6, 6, 6, 6, 5, 6, 7, 5, 7, 4, 5, 5, 7, 5, 6, 5, 6, 6, 4, 6, 6, 5, 6, 3, 6, 5, 6, 5, 6, 4, 7, 7, 5, 5, 7, 7, 6, 5, 6, 6, 6, 6, 5, 5, 7, 6, 6, 6, 7, 6, 6, 6, 5, 4, 7, 5, 6, 7, 5, 4, 5, 6, 5, 6, 3, 4, 6, 6, 6, 6, 5, 6, 5, 6, 5, 5, 7, 6, 7, 7, 6, 5, 5, 6, 6, 6, 7, 5, 6, 5, 6, 6, 6, 7, 6, 7, 6, 7, 5, 6, 7, 5, 5, 5, 6, 6, 6, 6, 5, 6, 6, 7, 6, 5, 5, 6, 4, 6, 6, 6, 6, 7, 6, 5, 6, 6, 7, 6, 6, 6, 7, 5, 6, 7, 6, 7, 6, 6, 4, 6, 5, 7, 5, 6, 4, 4, 6, 6, 5, 5, 6, 5, 7, 6, 6, 7, 6, 6, 5, 5, 5, 4, 2, 5, 7, 5, 5, 6, 6, 6, 3, 6, 6, 5, 4, 7, 6, 5, 5, 7, 5, 5, 7, 6, 6, 6, 6, 5, 6, 7, 5, 7, 6, 5, 6, 5, 5, 6, 6, 6, 6, 5, 6, 7, 5, 5, 7, 6, 6, 6, 6, 6, 6, 7, 5, 6, 6, 6, 6, 7, 6, 6, 6, 5, 7, 6, 6, 5, 6, 5, 6, 7, 6, 6, 5, 6, 7, 7, 5, 6, 6, 6, 6, 4, 6, 6, 5, 7, 5, 6, 6, 7, 5, 6, 7, 6, 5, 7, 5, 6, 5] |
|
73 |
-
| 6.5242 | 23.0 | 575 | 5.3287 | 6.8628 | [5, 6, 5, 4, 5, 5, 6, 6, 4, 6, 4, 7, 4, 5, 3, 4, 5, 6, 5, 6, 6, 5, 5, 5, 6, 5, 6, 2, 5, 6, 6, 6, 6, 5, 5, 4, 5, 6, 5, 5, 5, 6, 5, 5, 5, 4, 2, 6, 6, 7, 5, 6, 6, 6, 7, 7, 5, 6, 5, 6, 6, 5, 6, 5, 5, 4, 5, 6, 7, 4, 6, 5, 6, 5, 6, 6, 6, 7, 4, 5, 7, 6, 5, 6, 5, 7, 7, 6, 6, 5, 6, 5, 6, 6, 5, 1, 6, 5, 6, 5, 5, 6, 2, 5, 7, 5, 5, 3, 5, 6, 5, 5, 6, 6, 5, 4, 3, 5, 6, 6, 6, 4, 6, 6, 6, 5, 6, 4, 7, 5, 5, 6, 7, 5, 6, 5, 6, 6, 6, 7, 5, 6, 5, 6, 4, 6, 5, 6, 6, 6, 5, 4, 5, 5, 5, 5, 5, 6, 4, 5, 6, 6, 0, 4, 5, 5, 6, 5, 3, 6, 5, 5, 5, 5, 7, 6, 5, 7, 6, 5, 5, 6, 6, 5, 5, 5, 6, 4, 6, 5, 6, 7, 6, 7, 6, 5, 5, 6, 7, 6, 5, 5, 6, 6, 6, 4, 5, 6, 6, 4, 5, 6, 6, 6, 4, 6, 6, 5, 5, 5, 5, 5, 6, 7, 5, 6, 6, 5, 5, 3, 5, 5, 6, 5, 5, 4, 4, 6, 5, 6, 5, 2, 6, 4, 5, 5, 6, 5, 6, 2, 4, 6, 6, 7, 6, 6, 5, 5, 6, 4, 2, 5, 5, 5, 5, 5, 6, 6, 6, 6, 6, 5, 1, 7, 6, 6, 6, 7, 5, 5, 7, 6, 6, 6, 6, 5, 6, 4, 5, 7, 6, 6, 6, 5, 5, 6, 6, 5, 6, 5, 6, 6, 6, 4, 7, 6, 6, 5, 6, 6, 4, 7, 5, 3, 5, 6, 6, 4, 6, 5, 5, 5, 7, 2, 4, 6, 6, 5, 5, 7, 6, 5, 4, 6, 5, 6, 5, 6, 6, 5, 6, 4, 2, 7, 6, 5, 4, 6, 6, 5, 5, 6, 4, 5, 5, 7, 5, 6, 4] |
|
74 |
-
| 6.0556 | 24.0 | 600 | 5.8719 | 6.6061 | [7, 6, 6, 7, 7, 5, 5, 5, 6, 6, 5, 6, 7, 5, 3, 6, 6, 6, 5, 6, 6, 6, 7, 7, 6, 7, 7, 2, 6, 6, 6, 6, 6, 6, 4, 5, 7, 5, 7, 5, 5, 5, 5, 5, 7, 5, 5, 6, 6, 7, 7, 6, 6, 7, 7, 7, 6, 6, 7, 6, 6, 5, 6, 6, 6, 5, 5, 6, 6, 5, 5, 5, 6, 4, 6, 6, 6, 7, 4, 7, 7, 6, 7, 6, 7, 7, 8, 6, 6, 7, 6, 6, 6, 5, 5, 5, 5, 5, 6, 6, 7, 6, 6, 5, 7, 5, 7, 3, 5, 6, 7, 6, 6, 6, 6, 7, 3, 7, 5, 5, 6, 4, 6, 8, 6, 2, 5, 4, 7, 7, 5, 6, 7, 7, 6, 5, 6, 8, 6, 7, 5, 6, 7, 6, 6, 5, 7, 6, 6, 6, 5, 4, 7, 7, 5, 7, 2, 3, 6, 7, 6, 5, 4, 4, 5, 7, 6, 5, 5, 6, 5, 5, 5, 5, 7, 6, 7, 8, 6, 5, 5, 6, 5, 7, 7, 5, 6, 4, 6, 6, 5, 7, 6, 7, 6, 7, 7, 5, 7, 7, 5, 6, 6, 7, 5, 7, 6, 6, 6, 7, 4, 6, 7, 6, 5, 6, 6, 5, 6, 7, 7, 5, 4, 6, 7, 5, 6, 6, 7, 5, 7, 7, 6, 7, 7, 6, 5, 6, 5, 6, 5, 6, 6, 7, 5, 7, 6, 5, 5, 5, 7, 5, 5, 7, 6, 6, 5, 3, 6, 4, 5, 6, 7, 5, 6, 6, 6, 6, 6, 6, 6, 5, 6, 7, 6, 5, 6, 7, 5, 6, 7, 6, 6, 6, 6, 5, 5, 7, 5, 8, 6, 5, 6, 6, 5, 4, 7, 7, 6, 5, 5, 7, 6, 6, 7, 5, 6, 6, 6, 6, 6, 7, 5, 6, 6, 6, 6, 7, 5, 6, 7, 7, 7, 7, 4, 5, 4, 6, 7, 7, 6, 7, 5, 6, 7, 6, 6, 6, 6, 7, 6, 5, 7, 8, 6, 7, 5, 6, 6, 7, 5, 5, 6, 7, 5, 8, 5, 5, 4] |
|
75 |
-
| 1.295 | 25.0 | 625 | 3.8997 | 0.7004 | [3, 3, 2, 6, 3, 3, 4, 3, 4, 6, 4, 4, 5, 3, 4, 4, 4, 3, 3, 4, 5, 2, 3, 4, 4, 3, 3, 6, 4, 2, 2, 4, 4, 4, 4, 4, 2, 2, 4, 3, 3, 4, 5, 4, 3, 4, 7, 5, 3, 5, 5, 2, 3, 4, 2, 5, 5, 4, 3, 4, 3, 4, 3, 4, 3, 4, 5, 2, 3, 6, 3, 5, 4, 5, 5, 4, 1, 3, 5, 3, 4, 2, 3, 5, 4, 3, 4, 6, 2, 4, 3, 3, 2, 3, 2, 7, 4, 5, 2, 3, 3, 3, 7, 3, 3, 2, 4, 5, 5, 4, 3, 3, 3, 4, 3, 5, 6, 2, 3, 3, 4, 6, 3, 4, 3, 3, 3, 6, 4, 3, 5, 3, 3, 4, 3, 7, 3, 5, 4, 4, 2, 5, 3, 3, 5, 3, 4, 4, 4, 3, 7, 5, 3, 3, 3, 4, 6, 5, 3, 2, 3, 2, 7, 5, 2, 3, 3, 4, 6, 4, 7, 3, 3, 5, 4, 5, 3, 2, 3, 6, 5, 3, 2, 3, 4, 3, 3, 4, 4, 4, 3, 5, 4, 4, 3, 5, 5, 5, 5, 3, 6, 4, 5, 4, 2, 6, 3, 5, 6, 6, 5, 4, 3, 6, 3, 3, 3, 3, 5, 3, 4, 4, 6, 3, 3, 3, 3, 3, 5, 5, 3, 4, 3, 3, 3, 4, 6, 7, 3, 3, 6, 7, 4, 6, 4, 3, 5, 5, 3, 6, 6, 3, 3, 5, 4, 2, 4, 5, 3, 3, 3, 4, 3, 5, 4, 3, 3, 3, 5, 4, 3, 4, 7, 3, 3, 2, 4, 3, 3, 4, 3, 3, 6, 5, 3, 4, 5, 5, 4, 3, 5, 3, 2, 4, 4, 4, 5, 3, 3, 4, 5, 2, 4, 5, 5, 2, 3, 2, 7, 2, 4, 6, 6, 5, 3, 5, 7, 6, 3, 5, 2, 4, 4, 7, 6, 4, 6, 2, 3, 3, 3, 3, 4, 6, 3, 3, 3, 2, 4, 3, 4, 4, 7, 6, 3, 3, 4, 6, 3, 3, 5, 2, 6, 4, 3, 4, 4, 2, 6] |
|
76 |
-
| 0.7245 | 26.0 | 650 | 1.7019 | 0.6184 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
77 |
-
| 0.6842 | 27.0 | 675 | 1.7214 | 0.6209 | [2, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 3, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 5, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
78 |
-
| 0.6726 | 28.0 | 700 | 1.7019 | 0.6173 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
79 |
-
| 0.6628 | 29.0 | 725 | 1.7019 | 0.6150 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
80 |
-
| 0.6685 | 30.0 | 750 | 1.7214 | 0.6119 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 3, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 4, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 3, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
81 |
-
| 0.6514 | 31.0 | 775 | 1.7019 | 0.6119 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
82 |
-
| 0.6548 | 32.0 | 800 | 1.7019 | 0.6096 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
83 |
-
| 0.6582 | 33.0 | 825 | 1.7019 | 0.6112 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
84 |
-
| 0.6562 | 34.0 | 850 | 1.7019 | 0.6118 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
85 |
-
| 0.6609 | 35.0 | 875 | 1.7019 | 0.6119 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
86 |
-
| 0.6498 | 36.0 | 900 | 1.7019 | 0.6091 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
87 |
-
| 0.6378 | 37.0 | 925 | 1.7019 | 0.6091 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
88 |
-
| 0.636 | 38.0 | 950 | 1.7019 | 0.6107 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
89 |
-
| 0.6427 | 39.0 | 975 | 1.7019 | 0.6121 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
90 |
-
| 0.6361 | 40.0 | 1000 | 1.7019 | 0.6098 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
91 |
-
| 0.6482 | 41.0 | 1025 | 1.7019 | 0.6095 | [1, 0, 1, 4, 1, 1, 1, 0, 2, 3, 2, 3, 2, 0, 2, 2, 2, 2, 2, 1, 3, 1, 1, 1, 2, 0, 0, 4, 2, 1, 1, 1, 1, 2, 2, 2, 1, 1, 2, 0, 0, 2, 3, 3, 1, 2, 5, 2, 0, 2, 2, 1, 1, 1, 1, 2, 2, 1, 1, 2, 2, 2, 0, 2, 1, 2, 3, 1, 0, 4, 0, 3, 1, 2, 2, 1, 0, 0, 3, 1, 1, 1, 1, 3, 2, 0, 2, 3, 1, 1, 1, 0, 1, 1, 1, 5, 1, 3, 1, 0, 1, 2, 5, 0, 0, 1, 2, 3, 3, 1, 0, 2, 0, 2, 1, 2, 4, 1, 0, 1, 2, 4, 2, 2, 1, 1, 0, 4, 2, 0, 3, 0, 2, 1, 0, 5, 0, 3, 2, 1, 1, 3, 0, 0, 3, 0, 1, 1, 3, 2, 5, 3, 0, 0, 0, 1, 4, 2, 1, 1, 0, 1, 5, 3, 1, 0, 1, 2, 4, 3, 5, 2, 0, 3, 1, 3, 1, 1, 1, 4, 3, 0, 1, 0, 1, 2, 1, 2, 2, 2, 2, 3, 1, 1, 2, 2, 2, 2, 3, 0, 4, 2, 3, 2, 1, 3, 0, 3, 4, 3, 3, 2, 0, 4, 1, 1, 0, 0, 2, 0, 2, 2, 3, 0, 0, 2, 2, 0, 3, 3, 0, 1, 0, 1, 1, 2, 4, 4, 0, 0, 4, 5, 1, 3, 1, 1, 3, 3, 0, 4, 4, 0, 0, 3, 1, 1, 2, 3, 0, 1, 0, 2, 1, 3, 2, 0, 1, 0, 2, 1, 0, 2, 5, 2, 2, 1, 2, 2, 0, 2, 0, 1, 4, 3, 1, 2, 3, 2, 2, 1, 2, 1, 1, 1, 2, 1, 2, 0, 1, 2, 3, 1, 1, 3, 3, 1, 1, 1, 5, 1, 2, 4, 4, 3, 1, 2, 4, 3, 1, 3, 1, 2, 1, 4, 4, 3, 4, 1, 0, 1, 0, 1, 2, 3, 1, 1, 0, 1, 2, 1, 2, 2, 5, 4, 0, 0, 2, 3, 1, 1, 3, 1, 3, 2, 0, 2, 2, 1, 4] |
|
92 |
|
93 |
|
94 |
### Framework versions
|
95 |
|
96 |
- Transformers 4.34.0
|
97 |
- Pytorch 2.1.0+cu121
|
98 |
-
- Datasets 2.
|
99 |
- Tokenizers 0.14.1
|
|
|
15 |
|
16 |
This model is a fine-tuned version of [google/t5-v1_1-large](https://huggingface.co/google/t5-v1_1-large) on the None dataset.
|
17 |
It achieves the following results on the evaluation set:
|
18 |
+
- Train Loss: 13.2117
|
19 |
+
- Loss: 11.0392
|
20 |
+
- Losses: [18, 14, 10, 9, 9, 9, 13, 23, 9, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 12, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 13, 16, 9, 9, 9, 8, 9, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 12, 9, 25, 19, 9, 10, 9, 8, 42, 9, 16, 11, 9, 12, 19, 12, 13, 18, 20, 12, 21, 15, 12, 9, 13, 20, 20, 9, 9, 9, 9, 17, 12, 14, 42, 12, 12, 12, 9, 12, 9, 22, 10, 15, 11, 14, 9, 9, 23, 13, 9, 11, 18, 9, 9, 21, 12, 14, 9, 17, 12, 9, 8, 9, 13, 14, 12, 18, 9, 11, 25, 12, 12, 9, 8, 12, 9, 9, 26, 25, 11, 9, 12, 8, 10, 14, 9, 9, 13, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 9, 11, 13, 9, 12, 25, 9, 9, 9, 15, 9, 10, 9, 17, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 10, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 9, 12, 16, 10, 9, 23, 10, 15, 12, 15, 17, 12, 9, 15, 10, 22, 11, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 25, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 9, 13, 13, 18, 9, 18, 9, 8, 9, 12, 12, 25, 12, 27, 9, 25, 9, 9, 42, 9, 13, 12, 12, 8, 23, 9, 9, 8, 27, 15, 13, 9, 12, 14, 13, 12, 12, 11, 12, 14, 16, 21, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 14, 9, 15, 16, 9, 25, 9, 9, 25, 25, 9, 11, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 11, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 8, 12, 9, 8, 10]
|
21 |
|
22 |
## Model description
|
23 |
|
|
|
46 |
|
47 |
### Training results
|
48 |
|
49 |
+
| Training Loss | Epoch | Step | Train Loss | Validation Loss | Losses |
|
50 |
+
|:-------------:|:-----:|:----:|:----------:|:---------------:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
|
51 |
+
| 19.9522 | 1.0 | 25 | 12.6992 | 24.4351 | [18, 14, 10, 9, 9, 9, 13, 9, 12, 9, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 12, 16, 9, 9, 9, 13, 9, 18, 13, 16, 8, 9, 9, 8, 9, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 8, 9, 25, 19, 9, 10, 12, 14, 42, 9, 16, 11, 9, 12, 9, 12, 13, 18, 20, 17, 21, 10, 9, 9, 13, 9, 20, 9, 9, 9, 9, 10, 12, 14, 42, 12, 17, 16, 11, 10, 9, 11, 12, 15, 11, 13, 9, 11, 9, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 17, 15, 9, 8, 9, 13, 9, 12, 18, 9, 13, 25, 13, 9, 8, 14, 12, 9, 9, 24, 25, 9, 9, 9, 7, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 13, 25, 9, 9, 9, 15, 9, 10, 9, 12, 25, 25, 11, 13, 9, 9, 13, 9, 9, 9, 9, 12, 9, 22, 26, 9, 12, 8, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 12, 15, 17, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 9, 12, 14, 9, 8, 8, 17, 17, 9, 12, 9, 12, 9, 8, 9, 13, 11, 18, 25, 14, 13, 13, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 9, 13, 12, 9, 9, 42, 12, 13, 12, 12, 8, 9, 9, 9, 8, 9, 15, 14, 9, 12, 13, 13, 21, 12, 9, 12, 12, 11, 12, 12, 11, 11, 9, 25, 9, 11, 9, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 9, 9, 15, 16, 9, 12, 14, 9, 15, 22, 9, 12, 9, 8, 9, 12, 9, 25, 42, 12, 9, 8, 12, 9, 9, 9, 12, 9, 13, 12, 13, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] |
|
52 |
+
| 19.952 | 2.0 | 50 | 12.6741 | 24.2194 | [18, 14, 10, 9, 9, 9, 13, 9, 12, 9, 9, 14, 9, 9, 11, 9, 10, 12, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 12, 16, 8, 9, 9, 8, 9, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 14, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 8, 9, 25, 19, 9, 10, 10, 14, 42, 9, 16, 11, 9, 12, 9, 12, 13, 18, 20, 17, 21, 10, 9, 9, 13, 9, 9, 9, 9, 9, 9, 10, 12, 14, 42, 12, 17, 16, 11, 10, 9, 11, 12, 15, 11, 13, 9, 9, 9, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 17, 15, 9, 8, 9, 13, 9, 12, 18, 9, 13, 25, 13, 9, 8, 14, 12, 9, 9, 27, 25, 9, 8, 9, 7, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 13, 25, 9, 9, 9, 15, 9, 10, 9, 12, 26, 25, 11, 13, 9, 9, 13, 9, 9, 9, 9, 12, 9, 22, 26, 9, 12, 8, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 8, 14, 9, 23, 10, 15, 12, 15, 17, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 9, 12, 14, 9, 8, 8, 17, 17, 9, 12, 9, 12, 9, 8, 9, 13, 11, 18, 25, 14, 13, 13, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 9, 13, 12, 9, 9, 42, 12, 13, 12, 12, 8, 9, 9, 9, 8, 9, 15, 14, 9, 12, 13, 13, 21, 12, 9, 12, 14, 16, 12, 12, 11, 11, 9, 25, 9, 11, 7, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 9, 9, 15, 16, 9, 12, 14, 9, 15, 22, 9, 12, 9, 8, 9, 10, 9, 25, 42, 12, 9, 8, 12, 9, 9, 9, 12, 9, 13, 12, 13, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] |
|
53 |
+
| 19.7549 | 3.0 | 75 | 12.7047 | 23.8764 | [18, 14, 11, 9, 9, 9, 13, 9, 13, 9, 9, 14, 9, 9, 11, 9, 10, 8, 9, 8, 42, 17, 9, 18, 25, 11, 10, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 13, 16, 8, 9, 9, 8, 9, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 10, 12, 24, 9, 12, 12, 12, 9, 17, 8, 9, 25, 19, 9, 10, 9, 15, 42, 9, 16, 11, 9, 12, 9, 12, 13, 18, 20, 17, 21, 9, 9, 9, 13, 9, 20, 9, 9, 9, 9, 10, 12, 14, 42, 12, 17, 16, 11, 10, 9, 8, 12, 15, 14, 13, 9, 9, 23, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 17, 7, 9, 10, 9, 13, 9, 12, 18, 9, 13, 25, 13, 12, 8, 15, 12, 13, 9, 27, 25, 9, 9, 9, 7, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 13, 25, 9, 9, 9, 15, 9, 10, 9, 12, 12, 25, 11, 13, 9, 9, 13, 9, 9, 9, 9, 12, 9, 25, 26, 9, 12, 9, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 8, 12, 9, 23, 10, 15, 12, 15, 17, 12, 10, 15, 9, 22, 9, 12, 9, 10, 9, 9, 12, 14, 9, 8, 8, 18, 17, 9, 12, 9, 12, 9, 8, 9, 13, 10, 18, 25, 14, 13, 13, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 9, 12, 9, 9, 42, 12, 13, 12, 12, 8, 9, 9, 9, 8, 9, 15, 14, 9, 12, 13, 13, 21, 9, 13, 12, 14, 16, 12, 12, 11, 11, 9, 25, 9, 11, 9, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 9, 9, 15, 16, 9, 12, 14, 9, 16, 25, 9, 12, 9, 8, 9, 10, 9, 25, 42, 12, 9, 8, 12, 9, 9, 9, 12, 9, 13, 12, 13, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 9, 10] |
|
54 |
+
| 19.4739 | 4.0 | 100 | 12.5237 | 22.2443 | [18, 14, 10, 9, 9, 9, 13, 9, 9, 9, 9, 14, 9, 9, 11, 9, 10, 8, 9, 8, 42, 17, 9, 16, 25, 11, 10, 9, 42, 12, 14, 9, 9, 9, 13, 9, 18, 12, 16, 8, 9, 9, 7, 9, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 10, 12, 24, 9, 12, 12, 12, 9, 17, 8, 9, 25, 19, 9, 10, 9, 15, 42, 9, 16, 11, 9, 12, 9, 12, 13, 18, 20, 12, 21, 9, 9, 9, 13, 9, 20, 9, 9, 9, 9, 10, 12, 14, 11, 12, 17, 16, 11, 10, 9, 8, 12, 15, 14, 13, 9, 9, 9, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 17, 7, 9, 10, 9, 13, 9, 12, 18, 9, 13, 25, 13, 12, 8, 15, 12, 9, 9, 27, 25, 9, 9, 9, 8, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 9, 10, 14, 9, 12, 9, 9, 25, 9, 9, 9, 9, 13, 25, 9, 9, 9, 15, 9, 10, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 26, 9, 12, 9, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 8, 8, 9, 23, 10, 15, 12, 9, 17, 12, 10, 15, 9, 22, 9, 12, 9, 10, 9, 12, 12, 14, 9, 7, 8, 18, 17, 9, 12, 9, 12, 19, 9, 9, 13, 10, 18, 25, 14, 13, 13, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 13, 12, 9, 9, 11, 12, 13, 12, 12, 8, 9, 9, 9, 8, 9, 15, 13, 9, 12, 13, 13, 21, 12, 11, 12, 14, 16, 14, 12, 11, 11, 9, 25, 9, 11, 9, 12, 9, 9, 9, 13, 9, 12, 25, 9, 12, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 25, 9, 12, 9, 15, 9, 10, 9, 25, 42, 12, 9, 8, 12, 9, 9, 9, 12, 9, 13, 12, 13, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 9, 10] |
|
55 |
+
| 18.6501 | 5.0 | 125 | 12.6574 | 18.2231 | [18, 14, 11, 9, 9, 9, 13, 9, 9, 9, 9, 14, 9, 9, 11, 9, 9, 8, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 12, 14, 9, 9, 9, 13, 9, 18, 12, 16, 8, 9, 9, 8, 9, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 8, 9, 25, 19, 9, 10, 9, 15, 42, 9, 16, 11, 9, 12, 9, 12, 13, 18, 20, 12, 21, 9, 12, 9, 13, 9, 15, 9, 9, 9, 9, 10, 12, 14, 42, 12, 17, 16, 11, 12, 9, 9, 12, 15, 14, 13, 9, 9, 9, 13, 9, 11, 9, 7, 9, 21, 12, 8, 9, 17, 7, 9, 8, 9, 13, 9, 12, 18, 9, 13, 25, 13, 12, 8, 15, 12, 9, 9, 27, 25, 9, 8, 9, 12, 10, 14, 9, 9, 13, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 9, 12, 9, 9, 9, 9, 13, 25, 9, 9, 9, 9, 9, 10, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 9, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 14, 11, 9, 23, 10, 15, 12, 9, 17, 12, 10, 15, 9, 22, 22, 12, 9, 10, 9, 11, 12, 14, 9, 8, 8, 18, 17, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 14, 13, 13, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 13, 12, 9, 9, 42, 12, 13, 12, 12, 8, 9, 9, 9, 8, 9, 15, 13, 9, 8, 13, 13, 21, 9, 11, 12, 14, 16, 12, 12, 11, 11, 9, 25, 9, 11, 9, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 9, 9, 15, 16, 9, 25, 14, 9, 25, 25, 9, 12, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 13, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 8, 12, 9, 9, 10] |
|
56 |
+
| 16.2864 | 6.0 | 150 | 13.1699 | 11.9870 | [18, 14, 10, 9, 9, 9, 13, 23, 9, 9, 9, 14, 9, 9, 11, 9, 9, 11, 9, 8, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 13, 16, 8, 9, 9, 15, 9, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 9, 24, 9, 12, 12, 12, 9, 17, 12, 9, 25, 19, 9, 10, 9, 8, 42, 9, 16, 11, 9, 12, 19, 12, 13, 18, 20, 12, 21, 15, 12, 9, 13, 20, 20, 9, 9, 9, 9, 17, 12, 14, 42, 12, 12, 12, 9, 12, 9, 22, 15, 15, 11, 14, 9, 9, 23, 13, 9, 11, 18, 8, 9, 21, 12, 14, 9, 17, 12, 9, 8, 9, 13, 14, 12, 18, 9, 11, 25, 12, 12, 8, 8, 12, 9, 9, 26, 25, 11, 9, 12, 13, 10, 14, 9, 9, 13, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 9, 11, 13, 9, 9, 25, 9, 9, 9, 15, 9, 8, 9, 12, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 8, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 9, 12, 20, 8, 9, 23, 10, 15, 12, 15, 17, 12, 9, 15, 9, 22, 11, 25, 9, 10, 9, 11, 12, 14, 9, 15, 8, 18, 25, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 14, 13, 13, 18, 9, 18, 9, 8, 9, 12, 12, 25, 12, 16, 9, 25, 9, 9, 42, 9, 13, 12, 12, 8, 23, 9, 9, 8, 16, 15, 13, 9, 12, 13, 13, 12, 12, 11, 12, 14, 16, 12, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 9, 9, 15, 16, 9, 25, 14, 9, 25, 25, 9, 11, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 11, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] |
|
57 |
+
| 15.2099 | 7.0 | 175 | 13.2117 | 11.0392 | [18, 14, 10, 9, 9, 9, 13, 23, 9, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 12, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 13, 16, 9, 9, 9, 8, 9, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 12, 9, 25, 19, 9, 10, 9, 8, 42, 9, 16, 11, 9, 12, 19, 12, 13, 18, 20, 12, 21, 15, 12, 9, 13, 20, 20, 9, 9, 9, 9, 17, 12, 14, 42, 12, 12, 12, 9, 12, 9, 22, 10, 15, 11, 14, 9, 9, 23, 13, 9, 11, 18, 9, 9, 21, 12, 14, 9, 17, 12, 9, 8, 9, 13, 14, 12, 18, 9, 11, 25, 12, 12, 9, 8, 12, 9, 9, 26, 25, 11, 9, 12, 8, 10, 14, 9, 9, 13, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 9, 11, 13, 9, 12, 25, 9, 9, 9, 15, 9, 10, 9, 17, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 10, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 9, 12, 16, 10, 9, 23, 10, 15, 12, 15, 17, 12, 9, 15, 10, 22, 11, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 25, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 9, 13, 13, 18, 9, 18, 9, 8, 9, 12, 12, 25, 12, 27, 9, 25, 9, 9, 42, 9, 13, 12, 12, 8, 23, 9, 9, 8, 27, 15, 13, 9, 12, 14, 13, 12, 12, 11, 12, 14, 16, 21, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 14, 9, 15, 16, 9, 25, 9, 9, 25, 25, 9, 11, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 11, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 8, 12, 9, 8, 10] |
|
58 |
+
| 15.0102 | 8.0 | 200 | 13.2117 | 11.0392 | [18, 14, 10, 9, 9, 9, 13, 23, 9, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 12, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 13, 16, 9, 9, 9, 8, 9, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 12, 9, 25, 19, 9, 10, 9, 8, 42, 9, 16, 11, 9, 12, 19, 12, 13, 18, 20, 12, 21, 15, 12, 9, 13, 20, 20, 9, 9, 9, 9, 17, 12, 14, 42, 12, 12, 12, 9, 12, 9, 22, 10, 15, 11, 14, 9, 9, 23, 13, 9, 11, 18, 9, 9, 21, 12, 14, 9, 17, 12, 9, 8, 9, 13, 14, 12, 18, 9, 11, 25, 12, 12, 9, 8, 12, 9, 9, 26, 25, 11, 9, 12, 8, 10, 14, 9, 9, 13, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 9, 11, 13, 9, 12, 25, 9, 9, 9, 15, 9, 10, 9, 17, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 10, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 9, 12, 16, 10, 9, 23, 10, 15, 12, 15, 17, 12, 9, 15, 10, 22, 11, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 25, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 9, 13, 13, 18, 9, 18, 9, 8, 9, 12, 12, 25, 12, 27, 9, 25, 9, 9, 42, 9, 13, 12, 12, 8, 23, 9, 9, 8, 27, 15, 13, 9, 12, 14, 13, 12, 12, 11, 12, 14, 16, 21, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 14, 9, 15, 16, 9, 25, 9, 9, 25, 25, 9, 11, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 11, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 8, 12, 9, 8, 10] |
|
59 |
+
| 15.1463 | 9.0 | 225 | 13.2117 | 11.0392 | [18, 14, 10, 9, 9, 9, 13, 23, 9, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 12, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 13, 16, 9, 9, 9, 8, 9, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 12, 9, 25, 19, 9, 10, 9, 8, 42, 9, 16, 11, 9, 12, 19, 12, 13, 18, 20, 12, 21, 15, 12, 9, 13, 20, 20, 9, 9, 9, 9, 17, 12, 14, 42, 12, 12, 12, 9, 12, 9, 22, 10, 15, 11, 14, 9, 9, 23, 13, 9, 11, 18, 9, 9, 21, 12, 14, 9, 17, 12, 9, 8, 9, 13, 14, 12, 18, 9, 11, 25, 12, 12, 9, 8, 12, 9, 9, 26, 25, 11, 9, 12, 8, 10, 14, 9, 9, 13, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 9, 11, 13, 9, 12, 25, 9, 9, 9, 15, 9, 10, 9, 17, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 10, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 9, 12, 16, 10, 9, 23, 10, 15, 12, 15, 17, 12, 9, 15, 10, 22, 11, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 25, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 9, 13, 13, 18, 9, 18, 9, 8, 9, 12, 12, 25, 12, 27, 9, 25, 9, 9, 42, 9, 13, 12, 12, 8, 23, 9, 9, 8, 27, 15, 13, 9, 12, 14, 13, 12, 12, 11, 12, 14, 16, 21, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 14, 9, 15, 16, 9, 25, 9, 9, 25, 25, 9, 11, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 11, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 8, 12, 9, 8, 10] |
|
60 |
+
| 15.0472 | 10.0 | 250 | 13.2117 | 11.0392 | [18, 14, 10, 9, 9, 9, 13, 23, 9, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 12, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 13, 16, 9, 9, 9, 8, 9, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 12, 9, 25, 19, 9, 10, 9, 8, 42, 9, 16, 11, 9, 12, 19, 12, 13, 18, 20, 12, 21, 15, 12, 9, 13, 20, 20, 9, 9, 9, 9, 17, 12, 14, 42, 12, 12, 12, 9, 12, 9, 22, 10, 15, 11, 14, 9, 9, 23, 13, 9, 11, 18, 9, 9, 21, 12, 14, 9, 17, 12, 9, 8, 9, 13, 14, 12, 18, 9, 11, 25, 12, 12, 9, 8, 12, 9, 9, 26, 25, 11, 9, 12, 8, 10, 14, 9, 9, 13, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 9, 11, 13, 9, 12, 25, 9, 9, 9, 15, 9, 10, 9, 17, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 10, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 9, 12, 16, 10, 9, 23, 10, 15, 12, 15, 17, 12, 9, 15, 10, 22, 11, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 25, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 9, 13, 13, 18, 9, 18, 9, 8, 9, 12, 12, 25, 12, 27, 9, 25, 9, 9, 42, 9, 13, 12, 12, 8, 23, 9, 9, 8, 27, 15, 13, 9, 12, 14, 13, 12, 12, 11, 12, 14, 16, 21, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 14, 9, 15, 16, 9, 25, 9, 9, 25, 25, 9, 11, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 11, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 8, 12, 9, 8, 10] |
|
61 |
+
| 15.0583 | 11.0 | 275 | 13.2117 | 11.0392 | [18, 14, 10, 9, 9, 9, 13, 23, 9, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 12, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 13, 16, 9, 9, 9, 8, 9, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 18, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 12, 9, 25, 19, 9, 10, 9, 8, 42, 9, 16, 11, 9, 12, 19, 12, 13, 18, 20, 12, 21, 15, 12, 9, 13, 20, 20, 9, 9, 9, 9, 17, 12, 14, 42, 12, 12, 12, 9, 12, 9, 22, 10, 15, 11, 14, 9, 9, 23, 13, 9, 11, 18, 9, 9, 21, 12, 14, 9, 17, 12, 9, 8, 9, 13, 14, 12, 18, 9, 11, 25, 12, 12, 9, 8, 12, 9, 9, 26, 25, 11, 9, 12, 8, 10, 14, 9, 9, 13, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 9, 11, 13, 9, 12, 25, 9, 9, 9, 15, 9, 10, 9, 17, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 25, 23, 9, 12, 10, 19, 11, 12, 14, 9, 25, 13, 11, 12, 9, 9, 12, 16, 10, 9, 23, 10, 15, 12, 15, 17, 12, 9, 15, 10, 22, 11, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 25, 9, 12, 9, 12, 9, 9, 9, 13, 10, 18, 25, 9, 13, 13, 18, 9, 18, 9, 8, 9, 12, 12, 25, 12, 27, 9, 25, 9, 9, 42, 9, 13, 12, 12, 8, 23, 9, 9, 8, 27, 15, 13, 9, 12, 14, 13, 12, 12, 11, 12, 14, 16, 21, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 13, 9, 12, 25, 9, 12, 12, 14, 9, 15, 16, 9, 25, 9, 9, 25, 25, 9, 11, 9, 9, 9, 10, 9, 25, 42, 12, 9, 9, 12, 9, 9, 9, 11, 9, 14, 12, 11, 12, 11, 25, 15, 9, 9, 9, 9, 10, 9, 23, 8, 12, 9, 8, 10] |
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62 |
|
63 |
|
64 |
### Framework versions
|
65 |
|
66 |
- Transformers 4.34.0
|
67 |
- Pytorch 2.1.0+cu121
|
68 |
+
- Datasets 2.14.5
|
69 |
- Tokenizers 0.14.1
|
adapter_model.bin
CHANGED
@@ -1,3 +1,3 @@
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1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 9543690
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0096b8a3e39c8b473cf92af3e739f67b823445a50a7acc4d377384ce90e431e8
|
3 |
size 9543690
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 6136
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4e15016a24e98dd70ad3315ba2714810db9887a6a49eb2d80e731ace8e1a17ca
|
3 |
size 6136
|