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owanr
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SChem5Labels-google-t5-v1_1-large-inter_model-dataset-frequency-model_annots_str-pairwise-mse

Generated from Trainer
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owanr commited on
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1 Parent(s): dac68a7

End of training

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  1. README.md +17 -51
  2. adapter_model.bin +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -15,9 +15,9 @@ should probably proofread and complete it, then remove this comment. -->
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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: 3.8
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- - Loss: 0.6247
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- - Losses: [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3]
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  ## Model description
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@@ -46,58 +46,24 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Train Loss | Validation Loss | Losses |
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- |:-------------:|:-----:|:----:|:----------:|:---------------:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
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- | 20.2771 | 1.0 | 25 | 12.4587 | 24.0646 | [18, 14, 10, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 10, 8, 9, 8, 42, 17, 9, 25, 9, 14, 9, 42, 11, 10, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 9, 17, 8, 9, 15, 9, 9, 10, 10, 14, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 12, 21, 9, 9, 9, 13, 9, 20, 7, 9, 9, 19, 9, 9, 9, 10, 12, 14, 11, 9, 12, 16, 11, 10, 9, 9, 12, 14, 11, 13, 9, 9, 9, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 18, 9, 23, 8, 9, 13, 9, 9, 9, 12, 18, 9, 13, 13, 25, 13, 22, 12, 8, 14, 12, 9, 9, 24, 25, 12, 9, 9, 9, 9, 10, 14, 9, 9, 9, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 12, 13, 9, 13, 9, 9, 9, 9, 9, 8, 9, 12, 14, 12, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 10, 25, 23, 9, 12, 8, 19, 11, 13, 12, 9, 9, 13, 11, 12, 9, 8, 12, 8, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 10, 22, 9, 12, 9, 10, 9, 11, 12, 14, 9, 8, 8, 18, 17, 11, 9, 12, 9, 12, 9, 10, 13, 9, 42, 18, 25, 14, 13, 13, 17, 18, 9, 18, 9, 14, 11, 12, 12, 12, 16, 27, 13, 9, 12, 9, 9, 11, 12, 13, 12, 12, 32, 8, 9, 9, 9, 27, 14, 9, 8, 13, 13, 21, 12, 10, 12, 14, 16, 14, 12, 11, 11, 9, 25, 14, 11, 9, 12, 9, 9, 9, 9, 13, 9, 12, 25, 9, 12, 8, 12, 9, 9, 15, 16, 9, 12, 14, 9, 12, 25, 9, 12, 9, 8, 9, 19, 10, 9, 25, 12, 9, 14, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 10, 12, 9, 9, 10] |
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- | 19.57 | 2.0 | 50 | 12.576 | 22.8902 | [18, 14, 10, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 10, 8, 9, 8, 42, 17, 9, 25, 9, 14, 9, 42, 11, 10, 9, 9, 9, 13, 9, 18, 16, 14, 9, 9, 9, 8, 9, 12, 9, 9, 11, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 20, 9, 12, 12, 9, 17, 12, 9, 15, 9, 9, 10, 10, 15, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 12, 21, 10, 9, 9, 13, 9, 15, 8, 9, 9, 17, 24, 9, 9, 17, 12, 14, 11, 7, 12, 16, 11, 10, 9, 9, 12, 14, 14, 13, 9, 9, 8, 11, 13, 9, 11, 9, 8, 8, 21, 12, 14, 9, 13, 12, 18, 9, 23, 8, 9, 13, 9, 9, 7, 12, 18, 9, 13, 13, 25, 13, 22, 12, 8, 15, 12, 9, 9, 27, 25, 12, 9, 9, 24, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 12, 13, 8, 13, 9, 9, 9, 9, 9, 10, 9, 12, 27, 12, 11, 13, 9, 9, 7, 9, 9, 15, 12, 9, 10, 22, 23, 9, 12, 8, 19, 11, 13, 12, 9, 9, 13, 11, 12, 9, 8, 12, 8, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 10, 22, 11, 13, 9, 10, 9, 12, 12, 14, 9, 8, 8, 17, 17, 10, 9, 12, 9, 12, 9, 10, 13, 9, 42, 18, 25, 14, 13, 13, 13, 18, 9, 18, 9, 15, 11, 12, 12, 12, 16, 27, 13, 9, 12, 9, 9, 11, 12, 13, 12, 12, 32, 8, 9, 9, 9, 27, 14, 9, 12, 13, 13, 21, 12, 10, 12, 14, 16, 14, 12, 11, 11, 9, 25, 14, 11, 7, 12, 9, 9, 9, 9, 13, 9, 12, 25, 9, 12, 8, 12, 9, 9, 15, 16, 9, 12, 14, 9, 9, 22, 9, 12, 9, 14, 9, 19, 10, 9, 25, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 14, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 9, 10] |
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- | 18.6375 | 3.0 | 75 | 12.8107 | 19.4865 | [18, 14, 9, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 10, 11, 9, 8, 42, 17, 9, 25, 9, 14, 9, 42, 11, 9, 9, 9, 9, 13, 9, 18, 16, 14, 9, 9, 9, 9, 9, 12, 9, 27, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 11, 20, 9, 12, 12, 9, 17, 17, 9, 25, 9, 9, 10, 12, 15, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 12, 21, 9, 9, 9, 13, 9, 20, 8, 9, 9, 16, 9, 9, 9, 11, 12, 14, 42, 9, 12, 16, 11, 10, 9, 22, 12, 15, 11, 14, 9, 9, 8, 8, 13, 9, 11, 9, 9, 8, 21, 12, 14, 9, 13, 12, 12, 9, 23, 8, 9, 13, 9, 14, 9, 12, 18, 9, 13, 11, 25, 13, 13, 9, 8, 15, 12, 9, 9, 25, 25, 18, 9, 9, 9, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 14, 12, 13, 8, 12, 9, 9, 9, 9, 9, 10, 9, 17, 12, 12, 11, 13, 9, 9, 8, 9, 9, 9, 12, 9, 16, 22, 12, 9, 12, 8, 19, 11, 13, 12, 9, 9, 13, 11, 12, 9, 10, 12, 12, 14, 9, 23, 10, 15, 9, 9, 17, 14, 12, 10, 15, 9, 22, 25, 12, 9, 10, 9, 12, 12, 14, 9, 9, 8, 18, 17, 10, 9, 12, 9, 12, 9, 10, 13, 9, 42, 18, 25, 14, 13, 13, 13, 18, 9, 18, 9, 15, 11, 12, 12, 12, 16, 27, 9, 14, 12, 9, 22, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 27, 14, 9, 12, 13, 13, 21, 9, 9, 12, 12, 16, 12, 12, 11, 11, 9, 25, 14, 11, 7, 9, 9, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 9, 22, 9, 11, 9, 9, 9, 19, 10, 9, 25, 12, 9, 8, 8, 12, 9, 14, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 9, 10] |
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- | 16.7432 | 4.0 | 100 | 12.5467 | 13.6824 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 10, 14, 9, 8, 42, 17, 9, 25, 9, 14, 9, 42, 11, 8, 9, 9, 9, 13, 9, 18, 16, 14, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 20, 9, 12, 12, 9, 17, 17, 9, 25, 15, 9, 10, 12, 14, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 12, 21, 9, 12, 9, 13, 9, 9, 8, 9, 9, 10, 8, 9, 9, 11, 12, 14, 42, 7, 9, 16, 12, 10, 9, 22, 12, 15, 11, 14, 9, 9, 8, 8, 13, 9, 11, 9, 10, 8, 21, 12, 14, 9, 13, 12, 7, 9, 23, 8, 9, 14, 9, 14, 7, 12, 18, 9, 13, 11, 25, 13, 9, 12, 8, 14, 12, 24, 9, 26, 25, 18, 9, 9, 8, 9, 10, 18, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 22, 12, 13, 8, 12, 9, 9, 9, 9, 9, 21, 9, 17, 12, 12, 12, 13, 9, 9, 14, 9, 9, 9, 12, 9, 16, 13, 9, 9, 12, 8, 19, 11, 20, 12, 9, 9, 9, 11, 12, 15, 10, 12, 8, 20, 9, 23, 10, 15, 9, 11, 16, 14, 12, 10, 15, 9, 22, 8, 12, 9, 10, 9, 15, 12, 14, 9, 8, 8, 18, 17, 9, 9, 12, 9, 12, 9, 9, 13, 9, 13, 18, 25, 14, 13, 13, 8, 18, 9, 18, 9, 14, 12, 12, 12, 12, 16, 8, 13, 9, 8, 9, 22, 42, 12, 13, 12, 12, 13, 8, 9, 9, 9, 8, 14, 9, 12, 10, 13, 21, 9, 9, 12, 12, 16, 12, 12, 11, 13, 9, 25, 14, 11, 8, 9, 9, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 20, 13, 9, 11, 9, 9, 9, 13, 12, 9, 25, 12, 9, 8, 8, 12, 9, 14, 9, 12, 9, 18, 16, 8, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 9, 9, 23, 25, 12, 9, 9, 10] |
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- | 14.5306 | 5.0 | 125 | 13.0587 | 9.8892 | [18, 14, 15, 11, 9, 9, 9, 9, 9, 9, 14, 9, 14, 11, 9, 8, 8, 14, 9, 42, 17, 9, 25, 9, 14, 9, 42, 12, 10, 9, 9, 9, 8, 9, 28, 16, 14, 9, 9, 9, 15, 9, 12, 9, 9, 15, 22, 18, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 9, 10, 9, 12, 12, 9, 17, 12, 9, 25, 42, 9, 10, 18, 11, 42, 9, 16, 9, 8, 9, 12, 19, 12, 13, 25, 18, 20, 12, 21, 25, 9, 9, 13, 9, 21, 8, 9, 9, 16, 7, 19, 9, 11, 12, 14, 42, 7, 12, 12, 12, 12, 9, 24, 9, 15, 11, 14, 9, 12, 23, 11, 13, 9, 11, 9, 9, 14, 9, 12, 14, 13, 13, 18, 8, 9, 10, 8, 9, 14, 9, 14, 7, 12, 18, 9, 13, 13, 25, 13, 12, 12, 9, 11, 12, 9, 9, 26, 25, 12, 12, 9, 7, 25, 10, 18, 9, 9, 10, 9, 9, 24, 12, 9, 26, 14, 9, 9, 13, 9, 42, 9, 13, 14, 12, 9, 9, 9, 9, 9, 22, 9, 17, 12, 25, 12, 13, 9, 9, 9, 9, 9, 9, 19, 9, 16, 9, 9, 9, 12, 8, 19, 11, 20, 12, 9, 9, 8, 11, 12, 42, 10, 12, 9, 20, 9, 23, 10, 15, 9, 11, 16, 14, 19, 13, 18, 11, 22, 8, 25, 9, 10, 9, 15, 12, 14, 9, 15, 9, 18, 17, 9, 9, 12, 9, 12, 9, 9, 13, 9, 13, 28, 25, 9, 8, 13, 9, 18, 9, 18, 9, 11, 12, 14, 12, 25, 12, 16, 13, 9, 22, 9, 9, 42, 12, 13, 12, 12, 13, 8, 8, 9, 9, 16, 20, 14, 7, 10, 12, 17, 9, 11, 12, 12, 16, 14, 12, 8, 13, 25, 24, 14, 8, 7, 9, 12, 9, 9, 9, 8, 9, 9, 25, 9, 12, 9, 12, 9, 12, 15, 16, 9, 12, 9, 9, 20, 9, 9, 11, 9, 9, 9, 23, 10, 9, 25, 12, 9, 8, 8, 12, 9, 9, 10, 12, 9, 18, 11, 14, 12, 13, 17, 12, 25, 9, 9, 9, 9, 9, 9, 9, 23, 17, 12, 11, 8, 10] |
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- | 12.0958 | 6.0 | 150 | 13.1733 | 9.1219 | [18, 14, 11, 11, 9, 9, 13, 9, 9, 9, 9, 9, 23, 11, 9, 8, 9, 23, 9, 42, 17, 9, 25, 9, 12, 9, 42, 12, 17, 8, 9, 9, 9, 9, 28, 16, 8, 9, 13, 13, 15, 9, 12, 9, 9, 15, 20, 18, 12, 9, 21, 12, 12, 12, 12, 9, 25, 8, 9, 8, 9, 12, 12, 9, 17, 8, 9, 28, 9, 9, 12, 9, 17, 42, 9, 16, 9, 8, 17, 12, 19, 12, 17, 25, 18, 20, 12, 9, 25, 9, 9, 13, 14, 8, 8, 9, 9, 16, 9, 19, 9, 11, 12, 14, 42, 9, 12, 12, 11, 12, 9, 24, 9, 22, 12, 14, 10, 9, 23, 8, 13, 9, 8, 9, 9, 28, 9, 12, 14, 13, 17, 18, 8, 9, 8, 8, 9, 14, 9, 11, 9, 7, 9, 12, 13, 11, 25, 13, 12, 12, 9, 17, 12, 9, 9, 13, 25, 12, 12, 9, 9, 25, 10, 18, 9, 9, 12, 9, 14, 25, 12, 9, 26, 14, 9, 9, 11, 25, 42, 10, 11, 28, 14, 9, 9, 9, 9, 9, 21, 9, 17, 12, 25, 11, 13, 9, 12, 9, 9, 9, 13, 19, 9, 11, 9, 9, 9, 12, 8, 25, 11, 20, 12, 9, 9, 9, 11, 12, 9, 9, 12, 8, 20, 9, 23, 10, 15, 12, 11, 21, 14, 19, 10, 18, 15, 20, 8, 25, 9, 10, 9, 11, 12, 14, 9, 15, 9, 18, 25, 9, 14, 12, 10, 12, 10, 9, 13, 9, 13, 28, 25, 9, 9, 13, 42, 33, 8, 17, 13, 17, 11, 9, 12, 25, 12, 13, 9, 9, 8, 9, 9, 42, 8, 8, 12, 12, 8, 9, 8, 9, 9, 13, 20, 13, 19, 11, 13, 9, 9, 15, 12, 12, 14, 42, 12, 8, 13, 25, 25, 14, 8, 8, 12, 9, 9, 9, 9, 9, 12, 9, 25, 8, 12, 9, 12, 9, 12, 15, 16, 9, 12, 9, 9, 20, 9, 9, 11, 9, 8, 9, 10, 10, 9, 25, 12, 9, 8, 9, 12, 9, 9, 8, 12, 9, 18, 8, 9, 12, 13, 14, 12, 25, 9, 20, 9, 9, 9, 9, 9, 23, 9, 12, 9, 8, 10] |
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- | 10.9497 | 7.0 | 175 | 13.2107 | 8.9218 | [18, 9, 11, 11, 9, 9, 8, 9, 9, 9, 9, 9, 23, 13, 9, 8, 9, 23, 9, 42, 7, 9, 25, 9, 12, 9, 42, 12, 34, 8, 12, 9, 8, 9, 28, 16, 8, 9, 8, 17, 8, 9, 12, 9, 12, 15, 20, 12, 12, 9, 18, 12, 12, 12, 12, 9, 25, 8, 12, 8, 9, 12, 12, 9, 7, 8, 9, 28, 9, 9, 13, 9, 8, 42, 9, 14, 9, 8, 17, 12, 19, 12, 17, 25, 18, 27, 12, 29, 9, 9, 9, 13, 13, 8, 8, 9, 9, 9, 9, 9, 42, 8, 14, 14, 42, 9, 12, 12, 11, 12, 8, 24, 9, 22, 8, 13, 10, 9, 7, 11, 13, 9, 9, 9, 9, 13, 9, 25, 16, 9, 17, 18, 8, 9, 8, 8, 42, 8, 14, 9, 9, 7, 8, 12, 10, 10, 25, 13, 12, 12, 9, 8, 12, 8, 9, 9, 25, 8, 12, 9, 9, 25, 10, 18, 9, 9, 11, 9, 13, 25, 12, 9, 26, 14, 9, 9, 17, 25, 42, 10, 17, 13, 8, 9, 9, 9, 9, 14, 21, 9, 9, 12, 25, 11, 13, 9, 12, 9, 9, 9, 9, 12, 9, 8, 9, 8, 9, 25, 8, 19, 11, 20, 12, 9, 9, 11, 11, 12, 9, 9, 25, 8, 20, 9, 23, 10, 15, 13, 11, 21, 14, 9, 9, 18, 18, 20, 8, 25, 9, 9, 9, 15, 12, 14, 9, 8, 9, 13, 18, 9, 21, 20, 10, 12, 14, 9, 10, 9, 11, 28, 25, 9, 8, 13, 42, 8, 8, 9, 8, 8, 11, 8, 12, 25, 12, 42, 12, 9, 11, 9, 9, 42, 21, 8, 12, 12, 8, 9, 25, 9, 9, 42, 20, 12, 9, 15, 11, 12, 7, 18, 12, 14, 16, 12, 12, 8, 16, 25, 25, 14, 8, 8, 12, 9, 9, 9, 9, 8, 12, 14, 25, 8, 12, 9, 12, 14, 12, 15, 12, 9, 12, 9, 9, 9, 9, 9, 13, 9, 47, 9, 8, 10, 9, 25, 12, 9, 8, 9, 12, 9, 9, 8, 12, 9, 18, 13, 8, 12, 13, 8, 12, 25, 9, 20, 9, 9, 9, 9, 9, 23, 9, 12, 11, 8, 10] |
58
- | 9.9176 | 8.0 | 200 | 12.544 | 8.9113 | [18, 9, 19, 9, 9, 9, 8, 25, 42, 9, 8, 9, 8, 13, 9, 9, 9, 8, 9, 9, 9, 9, 25, 8, 12, 27, 42, 12, 41, 8, 6, 9, 8, 9, 28, 16, 8, 8, 12, 22, 9, 9, 12, 9, 9, 15, 17, 9, 12, 25, 9, 12, 12, 25, 12, 8, 12, 8, 9, 8, 9, 12, 12, 9, 9, 8, 7, 12, 9, 9, 13, 9, 9, 9, 9, 12, 8, 9, 19, 12, 19, 12, 8, 25, 18, 27, 12, 14, 12, 9, 9, 13, 9, 9, 8, 17, 9, 9, 8, 9, 42, 17, 8, 14, 42, 9, 9, 12, 8, 12, 8, 24, 9, 14, 8, 9, 7, 9, 7, 12, 13, 9, 11, 9, 9, 8, 12, 25, 9, 9, 8, 12, 8, 7, 8, 8, 9, 9, 15, 9, 9, 7, 9, 13, 9, 11, 25, 9, 13, 12, 9, 9, 12, 8, 9, 8, 25, 8, 12, 9, 8, 25, 25, 18, 9, 9, 13, 9, 9, 25, 12, 8, 26, 14, 17, 9, 15, 25, 19, 10, 15, 8, 8, 7, 9, 9, 9, 12, 10, 9, 9, 12, 25, 8, 11, 17, 13, 9, 9, 7, 9, 9, 9, 8, 9, 8, 9, 25, 8, 8, 9, 9, 12, 42, 9, 9, 9, 12, 9, 13, 25, 10, 20, 9, 9, 12, 15, 8, 11, 8, 14, 20, 8, 18, 9, 17, 8, 25, 9, 25, 16, 9, 14, 14, 9, 9, 9, 13, 18, 8, 20, 20, 7, 12, 12, 8, 9, 9, 42, 28, 25, 9, 8, 12, 8, 9, 8, 14, 12, 9, 8, 8, 12, 25, 12, 8, 9, 9, 8, 9, 9, 42, 16, 10, 12, 12, 7, 9, 25, 9, 9, 8, 22, 12, 8, 23, 8, 42, 7, 9, 12, 9, 14, 9, 12, 9, 18, 8, 25, 11, 9, 9, 9, 9, 9, 9, 9, 8, 42, 18, 25, 8, 9, 9, 12, 15, 12, 15, 13, 9, 12, 9, 9, 25, 9, 7, 13, 13, 9, 9, 8, 10, 9, 8, 12, 9, 9, 25, 12, 9, 9, 8, 12, 9, 18, 9, 8, 12, 13, 8, 12, 25, 9, 12, 9, 9, 9, 9, 9, 9, 9, 12, 9, 8, 12] |
59
- | 9.3601 | 9.0 | 225 | 11.8667 | 8.7824 | [18, 9, 19, 9, 9, 9, 8, 12, 9, 9, 8, 9, 23, 9, 9, 8, 9, 23, 9, 12, 23, 9, 25, 8, 9, 9, 42, 9, 41, 8, 12, 9, 8, 9, 28, 16, 8, 8, 9, 22, 9, 9, 12, 17, 9, 15, 17, 13, 12, 25, 9, 12, 12, 12, 12, 9, 8, 8, 1, 8, 9, 12, 9, 9, 23, 8, 8, 12, 9, 9, 15, 9, 8, 12, 9, 8, 9, 8, 19, 12, 9, 12, 8, 25, 18, 20, 8, 8, 3, 9, 9, 13, 9, 8, 8, 17, 9, 9, 9, 9, 42, 9, 8, 14, 9, 8, 9, 12, 8, 9, 8, 8, 9, 22, 8, 9, 13, 9, 23, 12, 13, 9, 9, 9, 9, 8, 9, 25, 9, 9, 8, 18, 8, 7, 8, 8, 9, 9, 33, 14, 8, 6, 9, 13, 12, 8, 25, 9, 8, 12, 8, 8, 12, 9, 9, 9, 25, 18, 9, 9, 9, 25, 25, 18, 9, 9, 12, 9, 9, 25, 12, 9, 26, 14, 17, 9, 14, 9, 19, 9, 14, 8, 9, 8, 9, 9, 9, 9, 13, 9, 2, 12, 25, 8, 11, 17, 13, 9, 9, 8, 9, 42, 9, 8, 9, 8, 9, 25, 8, 8, 8, 9, 7, 9, 9, 9, 8, 7, 9, 12, 25, 11, 20, 9, 9, 10, 15, 9, 11, 9, 14, 19, 8, 18, 9, 17, 8, 25, 9, 25, 13, 9, 9, 9, 9, 9, 9, 13, 25, 18, 21, 13, 13, 12, 14, 8, 12, 9, 11, 28, 25, 9, 8, 9, 9, 9, 8, 14, 9, 8, 8, 8, 12, 25, 12, 8, 9, 9, 8, 9, 9, 9, 16, 10, 12, 12, 8, 9, 8, 9, 9, 8, 9, 12, 6, 23, 8, 42, 9, 9, 12, 9, 8, 9, 12, 8, 18, 8, 25, 9, 8, 9, 9, 9, 9, 9, 9, 8, 9, 9, 25, 8, 9, 9, 12, 33, 9, 15, 9, 9, 8, 9, 9, 25, 9, 7, 13, 9, 9, 9, 8, 10, 9, 8, 12, 9, 9, 9, 12, 9, 9, 8, 12, 9, 18, 9, 8, 12, 13, 9, 12, 25, 9, 12, 9, 9, 8, 12, 9, 9, 11, 12, 9, 9, 10] |
60
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61
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62
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63
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64
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65
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66
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67
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68
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69
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70
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71
- | 6.6015 | 21.0 | 525 | 6.9253 | 6.9543 | [8, 7, 8, 8, 7, 7, 7, 7, 6, 8, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 8, 8, 8, 7, 7, 6, 6, 6, 5, 7, 6, 5, 6, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 8, 6, 5, 7, 7, 4, 7, 7, 7, 8, 6, 6, 8, 7, 7, 7, 8, 8, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 6, 6, 7, 7, 7, 8, 8, 8, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 7, 6, 7, 8, 6, 7, 7, 8, 7, 8, 7, 7, 7, 8, 7, 7, 7, 7, 6, 8, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 7, 7, 8, 6, 7, 7, 7, 7, 7, 6, 7, 7, 8, 6, 7, 7, 7, 7, 7, 7, 8, 5, 8, 5, 6, 7, 7, 7, 7, 7, 7, 6, 8, 4, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 4, 7, 7, 7, 5, 7, 7, 8, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 6, 7, 6, 8, 7, 6, 7, 7, 7, 7, 7, 8, 7, 7, 7, 5, 7, 8, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 8, 7, 7, 7, 7, 7, 8, 7, 6, 7, 6, 6, 7, 7, 7, 6, 7, 7, 7, 8, 8, 7, 6, 7, 7, 4, 7, 7, 5, 7, 7, 7, 7, 7, 7, 8, 8, 8, 7, 7, 7, 7, 7, 7, 6, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 7, 5, 7, 7, 7, 8, 7, 7, 7, 7, 7, 8, 5, 7, 7, 7, 6, 8, 8, 7, 6, 7, 6, 7, 8, 6, 7, 8, 7, 7, 7, 8, 6, 8, 6, 7, 6, 7, 7, 7, 7, 7, 7, 7, 8, 8, 7, 7, 8, 7, 7, 8, 6, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8] |
72
- | 6.63 | 22.0 | 550 | 7.104 | 6.8977 | [8, 8, 8, 8, 8, 7, 7, 8, 6, 8, 7, 8, 7, 8, 8, 7, 7, 7, 7, 7, 7, 8, 8, 8, 8, 7, 7, 6, 6, 6, 5, 7, 6, 6, 7, 7, 7, 7, 6, 7, 7, 7, 8, 7, 7, 8, 6, 5, 8, 7, 4, 8, 8, 8, 8, 6, 6, 8, 7, 7, 7, 8, 8, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 8, 8, 7, 7, 8, 6, 6, 8, 7, 8, 8, 8, 8, 7, 6, 8, 7, 5, 7, 7, 7, 7, 7, 7, 7, 4, 7, 6, 7, 8, 6, 7, 8, 8, 7, 8, 7, 7, 7, 8, 7, 7, 7, 8, 7, 8, 7, 6, 7, 7, 7, 7, 7, 8, 7, 7, 7, 8, 7, 8, 8, 6, 7, 7, 8, 9, 7, 7, 7, 7, 8, 6, 8, 7, 7, 8, 7, 7, 7, 5, 8, 5, 7, 7, 7, 7, 7, 8, 7, 6, 8, 4, 6, 7, 7, 8, 8, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 8, 8, 6, 7, 7, 7, 5, 7, 8, 8, 7, 7, 7, 7, 7, 6, 8, 7, 7, 8, 7, 8, 7, 8, 6, 7, 6, 7, 6, 8, 7, 7, 7, 7, 8, 7, 7, 8, 7, 7, 7, 5, 7, 8, 7, 8, 7, 8, 7, 7, 8, 7, 7, 7, 8, 8, 7, 8, 7, 8, 8, 8, 6, 7, 6, 4, 7, 7, 8, 6, 8, 7, 8, 8, 8, 7, 7, 8, 7, 4, 8, 7, 5, 7, 7, 7, 7, 7, 7, 8, 8, 8, 7, 7, 7, 7, 7, 7, 6, 7, 5, 8, 8, 7, 7, 7, 8, 8, 7, 7, 8, 7, 7, 7, 7, 8, 7, 8, 7, 7, 7, 7, 7, 7, 8, 6, 7, 5, 7, 8, 7, 8, 7, 8, 7, 7, 7, 8, 5, 8, 7, 7, 7, 8, 8, 7, 6, 8, 6, 7, 8, 7, 8, 8, 7, 7, 7, 0, 6, 8, 6, 8, 6, 7, 8, 8, 8, 7, 7, 7, 8, 8, 7, 7, 8, 8, 7, 8, 7, 7, 6, 7, 8, 7, 7, 8, 8, 7, 7, 7, 7, 8] |
73
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74
- | 6.4623 | 24.0 | 600 | 6.7547 | 6.7915 | [7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 7, 7, 6, 6, 6, 5, 7, 6, 5, 6, 7, 7, 7, 6, 7, 7, 7, 7, 6, 7, 7, 6, 5, 7, 6, 4, 7, 7, 7, 8, 6, 6, 8, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 7, 6, 7, 7, 6, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 6, 4, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 6, 7, 7, 7, 6, 8, 7, 7, 7, 7, 7, 7, 5, 7, 5, 6, 7, 7, 7, 7, 7, 6, 4, 7, 4, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 7, 7, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 8, 4, 7, 6, 7, 6, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 5, 4, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 6, 7, 7, 4, 7, 7, 5, 7, 7, 7, 7, 7, 7, 8, 7, 8, 7, 7, 7, 7, 7, 6, 6, 7, 5, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 5, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 7, 7, 6, 6, 7, 7, 7, 6, 7, 6, 7, 7, 6, 7, 7, 7, 7, 7, 7, 6, 7, 5, 7, 4, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 6, 7, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7] |
75
- | 6.4502 | 25.0 | 625 | 6.7147 | 6.6873 | [7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 6, 5, 7, 6, 5, 6, 6, 7, 7, 6, 7, 7, 7, 7, 6, 7, 7, 6, 5, 7, 6, 4, 7, 7, 7, 7, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 6, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 4, 7, 6, 7, 7, 6, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 6, 4, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 7, 7, 7, 8, 7, 6, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 5, 7, 5, 6, 7, 7, 7, 7, 7, 6, 4, 7, 4, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 4, 7, 7, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 7, 8, 4, 7, 6, 7, 6, 7, 8, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 6, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 5, 4, 7, 7, 7, 6, 7, 7, 7, 7, 7, 7, 6, 7, 7, 4, 7, 7, 5, 7, 7, 7, 7, 7, 7, 6, 7, 8, 7, 7, 7, 7, 7, 6, 6, 7, 5, 7, 7, 7, 7, 7, 7, 8, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 7, 7, 7, 5, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 5, 7, 7, 6, 6, 7, 7, 7, 6, 7, 6, 7, 7, 6, 7, 7, 7, 7, 7, 7, 6, 7, 5, 7, 4, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 6, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7] |
76
- | 1.1116 | 26.0 | 650 | 3.8907 | 0.7671 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 8, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 8, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 8, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 7, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 6, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 8, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 8, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 6, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 7, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 4, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 5, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
77
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78
- | 0.6958 | 28.0 | 700 | 3.8 | 0.6344 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
79
- | 0.6904 | 29.0 | 725 | 3.8 | 0.6426 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
80
- | 0.6806 | 30.0 | 750 | 3.8 | 0.6385 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
81
- | 0.6932 | 31.0 | 775 | 3.8 | 0.6433 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
82
- | 0.6782 | 32.0 | 800 | 3.8 | 0.6293 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
83
- | 0.6699 | 33.0 | 825 | 3.8 | 0.6318 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
84
- | 0.6682 | 34.0 | 850 | 3.8 | 0.6283 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
85
- | 0.6883 | 35.0 | 875 | 3.8 | 0.6325 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
86
- | 0.6723 | 36.0 | 900 | 3.7947 | 0.6271 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 3, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 5, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
87
- | 0.6629 | 37.0 | 925 | 3.7947 | 0.6233 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 3, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 5, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
88
- | 0.6682 | 38.0 | 950 | 3.8 | 0.6300 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
89
- | 0.6483 | 39.0 | 975 | 3.8 | 0.6283 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
90
- | 0.6685 | 40.0 | 1000 | 3.8 | 0.6290 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
91
- | 0.6625 | 41.0 | 1025 | 3.8 | 0.6228 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
92
- | 0.656 | 42.0 | 1050 | 3.8 | 0.6246 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
93
- | 0.6516 | 43.0 | 1075 | 3.8 | 0.6277 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
94
- | 0.6455 | 44.0 | 1100 | 3.8 | 0.6334 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
95
- | 0.6597 | 45.0 | 1125 | 3.8 | 0.6247 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
96
 
97
 
98
  ### Framework versions
99
 
100
  - Transformers 4.34.0
101
  - Pytorch 2.1.0+cu121
102
- - Datasets 2.6.1
103
  - 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: 12.6853
19
+ - Loss: 10.8788
20
+ - Losses: [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10]
21
 
22
  ## Model description
23
 
 
46
 
47
  ### Training results
48
 
49
+ | Training Loss | Epoch | Step | Train Loss | Validation Loss | Losses |
50
+ |:-------------:|:-----:|:----:|:----------:|:---------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
51
+ | 19.9698 | 1.0 | 25 | 12.632 | 24.1183 | [18, 14, 10, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 10, 12, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 16, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 10, 14, 42, 11, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 10, 9, 9, 13, 9, 12, 7, 9, 9, 15, 7, 9, 9, 10, 12, 14, 42, 7, 12, 16, 11, 10, 9, 11, 12, 15, 11, 13, 9, 11, 9, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 9, 7, 12, 18, 9, 13, 11, 25, 13, 22, 9, 8, 14, 12, 9, 9, 24, 25, 12, 9, 9, 7, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 9, 13, 9, 13, 9, 9, 9, 15, 9, 10, 9, 12, 25, 25, 11, 13, 9, 9, 13, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 9, 15, 17, 14, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 9, 12, 14, 9, 8, 8, 17, 17, 9, 9, 12, 9, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 13, 17, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 14, 9, 12, 13, 13, 21, 12, 9, 12, 12, 16, 12, 12, 11, 11, 9, 25, 9, 11, 9, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 12, 14, 9, 15, 22, 9, 12, 9, 8, 9, 23, 12, 9, 25, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] |
52
+ | 19.7997 | 2.0 | 50 | 12.592 | 24.0682 | [18, 14, 11, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 7, 8, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 16, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 10, 14, 42, 11, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 10, 9, 9, 13, 9, 12, 7, 9, 9, 15, 7, 9, 9, 10, 12, 14, 42, 7, 12, 16, 11, 10, 9, 22, 12, 15, 11, 13, 9, 11, 9, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 9, 13, 11, 25, 13, 22, 9, 8, 14, 12, 9, 9, 27, 25, 12, 9, 9, 7, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 9, 13, 9, 13, 9, 9, 9, 15, 9, 10, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 9, 15, 17, 14, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 9, 12, 14, 9, 8, 8, 17, 17, 9, 9, 12, 9, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 13, 17, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 14, 9, 12, 13, 13, 21, 12, 9, 12, 12, 11, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 12, 14, 9, 15, 22, 9, 12, 9, 9, 9, 23, 10, 9, 25, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] |
53
+ | 20.2003 | 3.0 | 75 | 12.5227 | 23.7999 | [18, 14, 10, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 10, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 13, 15, 42, 11, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 10, 9, 9, 13, 9, 9, 7, 9, 9, 15, 7, 9, 9, 10, 12, 14, 9, 7, 12, 16, 11, 10, 9, 22, 12, 15, 11, 13, 9, 9, 23, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 9, 13, 11, 25, 13, 22, 9, 8, 15, 12, 9, 9, 24, 25, 12, 9, 9, 7, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 9, 13, 9, 13, 9, 9, 9, 15, 9, 11, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 10, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 9, 15, 17, 14, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 9, 12, 14, 9, 8, 8, 17, 17, 9, 9, 12, 9, 12, 19, 8, 13, 9, 13, 18, 25, 14, 13, 12, 17, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 14, 9, 12, 13, 13, 21, 12, 9, 12, 12, 11, 12, 12, 11, 11, 9, 25, 14, 11, 7, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 15, 22, 9, 12, 9, 20, 9, 23, 10, 9, 25, 12, 9, 14, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 8, 10, 9, 23, 25, 12, 9, 8, 10] |
54
+ | 19.1924 | 4.0 | 100 | 12.6693 | 22.6756 | [18, 14, 11, 9, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 11, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 14, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 8, 12, 8, 9, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 9, 10, 42, 11, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 14, 9, 9, 13, 9, 20, 7, 9, 9, 15, 9, 9, 9, 11, 12, 14, 9, 7, 12, 16, 19, 10, 9, 22, 23, 15, 14, 13, 9, 9, 23, 11, 13, 9, 11, 9, 8, 9, 21, 12, 8, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 9, 7, 12, 18, 9, 13, 13, 25, 13, 22, 12, 8, 10, 12, 13, 9, 24, 25, 12, 9, 9, 9, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 9, 13, 9, 13, 9, 9, 9, 15, 9, 11, 9, 12, 25, 25, 19, 13, 9, 9, 13, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 9, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 12, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 14, 12, 9, 10, 9, 11, 12, 14, 9, 8, 8, 17, 19, 9, 9, 12, 9, 12, 19, 8, 13, 9, 13, 18, 25, 14, 13, 12, 17, 18, 9, 18, 9, 10, 19, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 13, 9, 12, 13, 13, 21, 9, 9, 12, 14, 11, 14, 12, 11, 11, 9, 25, 14, 11, 9, 12, 9, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 22, 9, 12, 9, 20, 9, 23, 10, 9, 25, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 14, 12, 11, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 9, 10] |
55
+ | 18.3095 | 5.0 | 125 | 12.4747 | 19.7577 | [18, 18, 9, 9, 9, 9, 13, 9, 15, 9, 14, 9, 9, 11, 9, 11, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 14, 9, 9, 9, 13, 9, 18, 16, 12, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 20, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 9, 15, 42, 9, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 15, 7, 9, 9, 15, 8, 9, 9, 17, 12, 14, 9, 7, 12, 16, 19, 10, 9, 22, 10, 15, 14, 13, 9, 9, 9, 11, 13, 9, 10, 9, 8, 8, 21, 12, 8, 9, 13, 17, 7, 9, 19, 8, 9, 13, 9, 9, 7, 12, 9, 9, 13, 13, 25, 13, 22, 12, 8, 15, 12, 13, 9, 25, 25, 12, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 9, 12, 9, 9, 9, 8, 12, 9, 9, 9, 9, 9, 9, 9, 17, 12, 25, 19, 13, 9, 9, 13, 9, 9, 9, 9, 9, 16, 22, 23, 9, 12, 9, 19, 11, 13, 12, 9, 9, 13, 11, 12, 9, 8, 12, 8, 8, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 10, 25, 9, 10, 9, 11, 12, 14, 9, 8, 8, 18, 17, 9, 9, 12, 9, 12, 19, 9, 13, 9, 9, 18, 25, 14, 13, 12, 13, 18, 9, 18, 9, 15, 19, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 13, 7, 8, 9, 9, 9, 14, 9, 9, 10, 12, 21, 9, 9, 12, 14, 16, 9, 12, 11, 11, 9, 25, 9, 11, 9, 12, 9, 9, 9, 9, 13, 9, 9, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 22, 9, 12, 9, 15, 9, 23, 16, 9, 25, 12, 9, 9, 8, 12, 9, 9, 9, 12, 9, 18, 22, 14, 12, 11, 23, 12, 25, 9, 12, 9, 9, 9, 10, 9, 23, 17, 12, 9, 9, 10] |
56
+ | 16.269 | 6.0 | 150 | 12.8053 | 12.0449 | [18, 18, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 25, 11, 14, 9, 42, 12, 34, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 28, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 21, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 17, 16, 14, 9, 7, 12, 16, 19, 10, 9, 15, 15, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 8, 9, 13, 17, 12, 9, 19, 8, 9, 13, 9, 14, 7, 12, 8, 12, 13, 13, 25, 13, 22, 12, 8, 8, 12, 9, 9, 11, 25, 12, 12, 9, 20, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 9, 11, 9, 12, 9, 9, 9, 12, 9, 9, 18, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 9, 9, 10, 22, 19, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 8, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 17, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 14, 12, 9, 12, 9, 7, 13, 9, 9, 18, 25, 14, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 8, 13, 9, 25, 12, 9, 9, 12, 9, 12, 12, 25, 8, 23, 9, 9, 8, 9, 9, 13, 10, 13, 17, 9, 9, 12, 14, 14, 12, 12, 11, 9, 9, 25, 9, 11, 8, 12, 9, 9, 8, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 12, 15, 16, 8, 25, 14, 9, 16, 22, 9, 12, 9, 17, 9, 19, 15, 9, 25, 12, 9, 9, 9, 12, 9, 9, 9, 12, 9, 18, 16, 14, 12, 13, 23, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 8, 12, 9, 9, 10] |
57
+ | 14.8649 | 7.0 | 175 | 12.6853 | 10.8788 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] |
58
+ | 14.7746 | 8.0 | 200 | 12.6853 | 10.8788 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] |
59
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60
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61
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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
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  - Tokenizers 0.14.1
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