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

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  1. README.md +17 -46
  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: 3.6693
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- - Loss: 0.7085
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- - Losses: [5, 4, 4, 5, 3, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 3, 3, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 2, 7, 2, 2, 6, 4, 3, 4, 6, 2, 3, 7, 3, 2, 5, 2, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 3, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 3, 4, 5, 4, 3, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 3, 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, 6, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 3, 6, 6, 4, 3, 2, 5, 7, 3, 6, 3, 6, 4, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 2, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 2, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 2, 4, 2, 3, 7, 5, 3, 7, 2, 2, 2, 4, 2, 4, 5, 2, 3, 2, 2, 2, 3, 2, 2, 2, 5, 3, 3, 6, 6, 6, 2, 4, 5, 2, 2, 2, 2, 3, 3, 4, 3, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 3, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 2, 3, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 3, 7, 3, 7, 4, 3, 3, 4, 7, 2, 3, 4, 4, 3, 6, 3, 3, 4, 3, 3, 2, 4, 4, 5, 4, 4, 3, 7, 3, 2, 3, 3, 4, 2, 5, 4, 6, 2, 6, 4, 3, 3, 2, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 3, 5, 4, 3, 3, 3, 4, 4, 2, 2, 4, 6, 2, 2, 2]
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  ## Model description
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@@ -46,53 +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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- | 20.4361 | 1.0 | 25 | 12.72 | 24.1526 | [18, 14, 10, 11, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 8, 42, 17, 9, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 9, 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, 12, 15, 42, 11, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 9, 8, 9, 9, 15, 7, 9, 9, 10, 12, 14, 42, 7, 12, 16, 11, 10, 9, 11, 12, 15, 11, 13, 18, 9, 12, 11, 13, 9, 12, 9, 7, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 7, 12, 18, 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, 9, 9, 9, 9, 15, 9, 11, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 11, 25, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 12, 15, 9, 23, 10, 15, 9, 10, 17, 14, 12, 10, 15, 9, 22, 25, 13, 9, 10, 13, 9, 12, 14, 9, 9, 8, 17, 17, 9, 9, 12, 18, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 13, 13, 18, 9, 18, 9, 15, 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, 14, 13, 21, 12, 9, 12, 14, 9, 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, 16, 25, 9, 25, 9, 9, 9, 19, 12, 9, 25, 12, 9, 9, 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] |
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- | 19.5775 | 2.0 | 50 | 12.5067 | 23.5011 | [18, 14, 10, 11, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 8, 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, 12, 9, 12, 12, 9, 17, 18, 9, 25, 9, 9, 10, 12, 20, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 9, 7, 9, 9, 15, 8, 9, 9, 11, 12, 14, 11, 8, 12, 16, 11, 12, 9, 7, 12, 15, 11, 13, 18, 9, 12, 11, 13, 9, 11, 9, 9, 9, 21, 12, 8, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 8, 12, 9, 9, 13, 13, 25, 13, 22, 12, 8, 20, 12, 9, 9, 24, 25, 12, 8, 9, 8, 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, 9, 12, 25, 11, 13, 9, 9, 12, 9, 9, 9, 12, 9, 11, 25, 26, 9, 12, 9, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 14, 12, 8, 15, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 11, 13, 9, 10, 13, 9, 12, 14, 11, 8, 8, 17, 17, 9, 9, 12, 18, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 12, 13, 18, 9, 18, 9, 20, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 11, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 14, 9, 12, 13, 13, 21, 12, 9, 12, 14, 9, 12, 12, 11, 11, 9, 25, 9, 11, 8, 12, 9, 12, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 12, 14, 9, 9, 25, 9, 25, 9, 9, 9, 19, 12, 9, 25, 12, 9, 10, 8, 12, 9, 9, 10, 11, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 12, 8, 10, 9, 23, 17, 12, 9, 9, 10] |
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- | 18.9937 | 3.0 | 75 | 12.6453 | 21.5082 | [18, 18, 10, 11, 9, 9, 13, 12, 17, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 25, 11, 11, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 16, 14, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 12, 8, 9, 25, 9, 12, 12, 9, 17, 12, 9, 25, 9, 9, 10, 12, 15, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 9, 7, 9, 9, 15, 8, 9, 9, 18, 12, 14, 9, 7, 12, 16, 11, 12, 9, 9, 12, 15, 14, 13, 18, 9, 12, 11, 13, 9, 11, 9, 9, 8, 21, 12, 8, 9, 13, 13, 15, 9, 23, 8, 9, 13, 15, 14, 7, 12, 18, 9, 14, 13, 25, 13, 22, 12, 8, 15, 12, 9, 9, 19, 25, 18, 9, 9, 8, 25, 10, 14, 9, 9, 13, 9, 9, 25, 12, 12, 10, 14, 9, 9, 13, 12, 9, 9, 13, 8, 13, 9, 9, 9, 9, 9, 11, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 19, 25, 23, 9, 12, 9, 19, 11, 15, 12, 9, 9, 13, 11, 12, 9, 14, 12, 11, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 9, 13, 9, 10, 9, 12, 12, 14, 11, 8, 8, 17, 17, 8, 9, 12, 18, 12, 9, 9, 14, 9, 13, 18, 25, 14, 13, 12, 12, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 9, 14, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 8, 9, 9, 9, 14, 9, 9, 13, 13, 21, 9, 9, 12, 12, 9, 12, 12, 11, 11, 25, 25, 14, 11, 7, 12, 9, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 12, 15, 9, 15, 16, 9, 12, 14, 9, 16, 25, 9, 25, 9, 9, 9, 19, 19, 9, 9, 12, 9, 18, 8, 25, 9, 9, 10, 12, 9, 18, 16, 13, 12, 11, 17, 12, 25, 15, 9, 9, 12, 8, 10, 9, 23, 17, 12, 9, 9, 10] |
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- | 17.1706 | 4.0 | 100 | 12.7893 | 16.7923 | [18, 14, 10, 11, 9, 9, 13, 12, 17, 9, 14, 9, 9, 11, 9, 7, 9, 9, 8, 42, 17, 9, 25, 11, 11, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 16, 14, 9, 9, 13, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 12, 8, 9, 20, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 9, 14, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 20, 9, 7, 9, 9, 15, 8, 9, 9, 12, 12, 14, 9, 8, 12, 16, 11, 12, 9, 22, 12, 15, 14, 14, 18, 9, 12, 11, 13, 9, 11, 9, 8, 9, 21, 12, 16, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 8, 12, 18, 9, 14, 13, 25, 13, 22, 12, 8, 14, 12, 13, 9, 26, 25, 18, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 12, 10, 14, 9, 9, 13, 25, 9, 12, 13, 9, 13, 9, 9, 9, 9, 9, 11, 9, 17, 25, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 17, 25, 12, 9, 12, 9, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 8, 12, 8, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 18, 9, 22, 8, 13, 9, 10, 13, 11, 12, 14, 11, 8, 8, 17, 17, 8, 9, 12, 18, 12, 9, 9, 14, 9, 13, 18, 25, 14, 13, 12, 12, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 17, 9, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 17, 14, 9, 9, 14, 13, 21, 12, 9, 12, 12, 11, 12, 12, 11, 13, 25, 25, 14, 11, 7, 12, 9, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 25, 9, 25, 9, 8, 9, 13, 19, 9, 9, 12, 9, 18, 8, 12, 9, 9, 10, 12, 9, 18, 15, 14, 12, 11, 17, 12, 25, 15, 9, 9, 9, 8, 9, 9, 23, 17, 12, 9, 9, 10] |
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- | 15.4821 | 5.0 | 125 | 12.9253 | 11.2391 | [18, 18, 15, 9, 9, 9, 13, 12, 17, 9, 14, 9, 9, 11, 9, 8, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 14, 9, 9, 9, 13, 9, 28, 16, 14, 9, 9, 13, 7, 9, 12, 9, 9, 23, 22, 15, 12, 12, 9, 12, 12, 12, 12, 9, 12, 8, 9, 20, 9, 12, 12, 9, 17, 9, 9, 25, 9, 9, 12, 9, 14, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 8, 13, 20, 9, 8, 9, 9, 15, 8, 9, 9, 12, 12, 14, 9, 7, 12, 16, 12, 12, 9, 24, 12, 15, 14, 14, 9, 12, 12, 11, 13, 9, 11, 9, 10, 9, 21, 12, 9, 9, 13, 17, 7, 9, 19, 8, 9, 14, 9, 14, 7, 12, 18, 9, 14, 15, 25, 13, 22, 12, 8, 14, 12, 9, 9, 26, 25, 12, 9, 9, 8, 25, 10, 18, 9, 9, 13, 9, 20, 25, 12, 9, 10, 14, 9, 9, 13, 25, 9, 12, 13, 9, 14, 9, 9, 9, 9, 14, 11, 9, 17, 26, 25, 12, 13, 9, 9, 9, 9, 9, 9, 12, 9, 19, 25, 12, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 18, 9, 22, 9, 13, 9, 10, 13, 12, 12, 14, 11, 7, 8, 18, 17, 8, 9, 12, 9, 12, 9, 9, 14, 9, 13, 28, 25, 9, 13, 12, 13, 33, 9, 18, 9, 14, 12, 12, 12, 25, 16, 17, 9, 9, 25, 9, 9, 9, 12, 13, 12, 12, 25, 8, 8, 9, 9, 17, 20, 9, 13, 14, 13, 16, 9, 9, 12, 12, 11, 21, 12, 11, 13, 25, 25, 14, 11, 7, 12, 8, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 12, 9, 9, 15, 16, 9, 25, 9, 9, 16, 25, 9, 25, 9, 20, 9, 13, 19, 9, 9, 12, 9, 9, 8, 12, 9, 9, 10, 12, 9, 18, 22, 8, 12, 11, 15, 12, 25, 15, 9, 9, 9, 8, 9, 9, 23, 17, 12, 9, 8, 10] |
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- | 13.1093 | 6.0 | 150 | 13.096 | 9.6075 | [18, 16, 8, 9, 9, 9, 9, 12, 9, 12, 14, 9, 20, 11, 9, 8, 9, 20, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 8, 9, 9, 9, 20, 9, 28, 16, 8, 9, 9, 13, 8, 9, 12, 9, 9, 23, 22, 15, 25, 12, 18, 12, 12, 12, 12, 9, 25, 8, 9, 8, 9, 9, 12, 9, 17, 9, 9, 25, 42, 9, 12, 9, 14, 42, 9, 14, 9, 8, 17, 12, 9, 12, 13, 25, 18, 20, 17, 21, 18, 9, 42, 8, 20, 20, 9, 9, 9, 15, 8, 9, 9, 8, 12, 14, 9, 7, 12, 12, 12, 12, 9, 24, 12, 15, 8, 9, 9, 12, 12, 11, 13, 9, 11, 9, 9, 9, 9, 12, 16, 9, 13, 18, 12, 9, 18, 8, 9, 14, 15, 11, 7, 9, 8, 9, 14, 15, 25, 13, 8, 12, 8, 14, 12, 9, 9, 26, 25, 12, 9, 9, 8, 25, 10, 18, 9, 42, 10, 9, 20, 25, 12, 9, 26, 14, 9, 9, 13, 25, 20, 12, 13, 9, 14, 9, 9, 9, 9, 14, 14, 9, 17, 12, 25, 12, 13, 9, 9, 9, 9, 9, 9, 14, 9, 19, 25, 9, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 42, 9, 12, 8, 14, 9, 23, 10, 15, 9, 11, 16, 14, 7, 10, 18, 9, 22, 19, 25, 9, 10, 9, 11, 9, 14, 11, 8, 12, 18, 25, 9, 14, 12, 9, 12, 9, 9, 14, 9, 13, 28, 25, 9, 20, 12, 13, 33, 9, 13, 9, 14, 12, 9, 12, 25, 12, 16, 9, 9, 17, 9, 9, 9, 12, 13, 12, 12, 9, 8, 8, 9, 9, 16, 20, 9, 9, 10, 9, 12, 9, 9, 12, 12, 8, 12, 12, 8, 13, 25, 25, 14, 8, 9, 12, 9, 16, 9, 9, 20, 9, 9, 9, 9, 9, 9, 12, 15, 9, 15, 16, 9, 25, 9, 9, 16, 25, 9, 25, 9, 14, 9, 19, 11, 9, 9, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 15, 8, 12, 11, 15, 12, 25, 9, 12, 9, 12, 8, 9, 9, 24, 17, 12, 9, 8, 10] |
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- | 11.7669 | 7.0 | 175 | 12.408 | 9.0602 | [18, 9, 11, 9, 9, 9, 8, 9, 9, 12, 14, 9, 20, 9, 9, 8, 9, 20, 8, 9, 17, 9, 9, 8, 9, 9, 42, 9, 16, 9, 9, 9, 20, 9, 28, 16, 8, 9, 9, 9, 8, 9, 12, 9, 9, 23, 22, 20, 25, 12, 18, 12, 12, 25, 12, 9, 8, 8, 17, 8, 9, 9, 12, 9, 17, 9, 9, 25, 18, 9, 8, 9, 8, 9, 9, 8, 9, 8, 17, 12, 9, 12, 9, 25, 18, 20, 17, 21, 18, 9, 42, 8, 20, 20, 8, 9, 9, 15, 8, 9, 9, 8, 16, 14, 9, 7, 12, 12, 8, 13, 8, 24, 9, 15, 8, 9, 9, 12, 23, 11, 13, 9, 9, 9, 9, 9, 9, 25, 14, 8, 9, 18, 8, 9, 18, 8, 9, 8, 15, 11, 7, 7, 8, 9, 13, 15, 25, 9, 8, 12, 9, 8, 12, 9, 9, 26, 25, 20, 12, 9, 8, 25, 10, 18, 9, 9, 17, 9, 20, 25, 12, 9, 26, 14, 9, 9, 13, 9, 20, 12, 13, 9, 9, 9, 9, 9, 9, 14, 14, 8, 17, 12, 25, 8, 13, 9, 9, 9, 9, 9, 9, 12, 9, 8, 9, 8, 12, 12, 8, 19, 9, 20, 12, 9, 9, 8, 9, 12, 18, 9, 12, 11, 20, 9, 23, 10, 15, 12, 11, 16, 15, 8, 10, 18, 9, 22, 14, 25, 9, 25, 13, 12, 9, 9, 9, 8, 8, 18, 25, 8, 12, 17, 9, 12, 9, 8, 13, 9, 42, 28, 25, 9, 20, 12, 8, 33, 9, 13, 9, 8, 8, 9, 12, 25, 12, 9, 9, 9, 17, 9, 9, 9, 12, 9, 12, 12, 8, 8, 8, 9, 12, 9, 9, 9, 42, 16, 9, 8, 9, 9, 12, 13, 16, 9, 12, 8, 13, 8, 25, 14, 8, 8, 12, 9, 10, 8, 9, 20, 9, 7, 9, 9, 9, 8, 12, 15, 9, 15, 16, 8, 25, 9, 9, 8, 9, 9, 25, 9, 7, 9, 8, 9, 9, 25, 12, 9, 15, 8, 12, 9, 9, 8, 12, 9, 18, 8, 8, 12, 11, 14, 12, 25, 9, 9, 9, 11, 9, 9, 9, 24, 9, 12, 9, 8, 10] |
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- | 10.0617 | 8.0 | 200 | 12.0933 | 8.8670 | [18, 9, 12, 9, 9, 9, 8, 9, 9, 12, 9, 9, 20, 9, 9, 8, 9, 20, 8, 9, 17, 9, 9, 8, 15, 9, 42, 9, 14, 9, 9, 9, 20, 9, 28, 16, 8, 9, 15, 9, 9, 9, 12, 17, 9, 23, 22, 20, 12, 14, 18, 12, 12, 25, 12, 9, 8, 8, 9, 8, 8, 9, 9, 9, 17, 9, 9, 25, 8, 9, 8, 9, 2, 9, 9, 8, 9, 8, 17, 12, 9, 12, 8, 25, 28, 20, 17, 21, 15, 9, 42, 8, 20, 20, 8, 9, 9, 12, 8, 9, 9, 9, 16, 14, 9, 7, 12, 12, 8, 13, 8, 24, 9, 27, 8, 9, 13, 12, 13, 8, 13, 9, 8, 9, 8, 9, 23, 25, 18, 8, 8, 18, 8, 7, 8, 8, 9, 8, 8, 11, 7, 7, 8, 9, 13, 15, 25, 9, 9, 12, 8, 2, 12, 9, 9, 26, 25, 9, 9, 9, 8, 25, 25, 18, 9, 9, 17, 9, 20, 25, 12, 9, 8, 14, 9, 9, 13, 9, 21, 12, 13, 9, 8, 8, 9, 9, 9, 14, 14, 8, 9, 12, 25, 8, 13, 9, 9, 9, 9, 8, 9, 12, 8, 8, 9, 26, 12, 19, 8, 20, 8, 20, 7, 42, 9, 8, 8, 12, 8, 9, 19, 8, 20, 9, 23, 10, 15, 9, 9, 16, 15, 9, 8, 15, 9, 22, 13, 25, 9, 25, 10, 9, 9, 13, 9, 9, 8, 13, 25, 8, 9, 20, 13, 12, 9, 8, 13, 9, 42, 28, 25, 9, 20, 12, 8, 8, 9, 13, 15, 1, 8, 8, 12, 25, 12, 8, 9, 9, 9, 9, 9, 9, 12, 8, 12, 12, 8, 8, 8, 9, 12, 8, 8, 9, 9, 8, 8, 8, 7, 9, 12, 9, 13, 9, 12, 8, 20, 8, 25, 14, 8, 8, 9, 9, 7, 9, 9, 20, 9, 14, 9, 9, 9, 8, 12, 8, 9, 15, 16, 9, 25, 9, 9, 8, 9, 7, 25, 16, 14, 9, 8, 11, 9, 25, 12, 9, 8, 8, 12, 9, 9, 8, 8, 9, 18, 9, 8, 12, 8, 14, 12, 25, 9, 9, 9, 12, 9, 8, 9, 8, 14, 12, 8, 9, 10] |
59
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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
- | 7.5492 | 15.0 | 375 | 7.6827 | 7.8460 | [8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 8, 8, 8, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 7, 6, 8, 7, 6, 7, 7, 8, 8, 7, 8, 8, 8, 8, 7, 8, 8, 7, 5, 8, 7, 6, 8, 8, 8, 8, 7, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 7, 8, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 6, 7, 8, 8, 8, 8, 8, 8, 8, 7, 8, 7, 7, 8, 8, 8, 8, 8, 8, 8, 6, 8, 7, 8, 8, 7, 8, 8, 7, 7, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 7, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 7, 8, 8, 8, 7, 8, 8, 8, 7, 8, 8, 8, 8, 8, 8, 7, 6, 8, 6, 7, 8, 8, 8, 8, 8, 7, 6, 8, 6, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 7, 8, 8, 6, 8, 8, 8, 7, 8, 8, 8, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 6, 8, 7, 8, 7, 8, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 8, 6, 7, 8, 7, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 6, 6, 8, 8, 5, 7, 8, 8, 8, 8, 8, 8, 7, 8, 8, 6, 8, 8, 6, 8, 8, 8, 8, 7, 8, 8, 8, 7, 8, 8, 7, 8, 8, 7, 7, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 8, 8, 6, 8, 6, 8, 8, 8, 8, 8, 8, 8, 7, 8, 8, 6, 8, 8, 7, 7, 8, 8, 8, 7, 8, 7, 8, 8, 7, 8, 8, 8, 8, 8, 8, 7, 8, 6, 8, 6, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 7, 8, 7, 8, 7, 8, 8, 7, 8, 8, 8, 8, 7, 8, 8, 8] |
66
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67
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68
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69
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70
- | 6.6061 | 20.0 | 500 | 6.7067 | 6.9559 | [7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 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, 7, 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, 7, 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, 7, 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, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 5, 8, 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, 8, 7] |
71
- | 6.5422 | 21.0 | 525 | 6.7013 | 6.9021 | [7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 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, 7, 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, 7, 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, 7, 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, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 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] |
72
- | 6.5586 | 22.0 | 550 | 6.7013 | 6.8468 | [7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 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, 7, 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, 7, 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, 7, 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, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 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] |
73
- | 6.6087 | 23.0 | 575 | 6.7013 | 6.7938 | [7, 7, 7, 7, 7, 7, 7, 7, 6, 7, 7, 7, 7, 7, 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, 7, 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, 7, 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, 7, 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, 7, 7, 7, 7, 7, 7, 7, 7, 6, 6, 7, 5, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 6, 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] |
74
- | 3.4391 | 24.0 | 600 | 5.248 | 1.1818 | [5, 4, 4, 5, 5, 6, 6, 2, 6, 7, 7, 6, 5, 2, 3, 7, 7, 7, 6, 6, 6, 6, 4, 4, 2, 7, 7, 7, 4, 6, 7, 7, 7, 6, 6, 4, 2, 6, 6, 6, 7, 7, 2, 6, 7, 4, 7, 6, 2, 4, 6, 4, 3, 5, 3, 7, 7, 2, 7, 7, 7, 2, 5, 6, 7, 6, 5, 4, 4, 7, 6, 6, 7, 7, 2, 4, 7, 7, 2, 7, 5, 4, 5, 2, 2, 4, 4, 7, 6, 4, 7, 7, 6, 7, 6, 7, 6, 7, 7, 7, 7, 6, 6, 2, 7, 7, 7, 2, 7, 2, 7, 7, 6, 2, 7, 6, 6, 5, 3, 2, 3, 7, 6, 6, 5, 6, 6, 7, 6, 7, 5, 3, 6, 4, 2, 7, 7, 5, 7, 2, 6, 5, 6, 6, 2, 6, 6, 6, 2, 2, 6, 5, 3, 6, 4, 6, 6, 5, 6, 7, 4, 7, 4, 7, 3, 5, 5, 5, 6, 2, 3, 7, 7, 6, 7, 7, 7, 3, 2, 6, 7, 6, 7, 5, 7, 7, 7, 6, 7, 6, 7, 2, 2, 7, 5, 5, 4, 7, 7, 2, 7, 6, 3, 7, 4, 6, 2, 7, 4, 7, 5, 7, 2, 7, 3, 5, 7, 3, 7, 7, 3, 6, 7, 7, 6, 5, 3, 7, 3, 7, 2, 6, 7, 4, 6, 7, 7, 2, 2, 3, 4, 6, 2, 2, 5, 7, 7, 6, 7, 3, 7, 4, 5, 3, 7, 2, 2, 4, 6, 3, 4, 7, 6, 4, 7, 6, 7, 7, 6, 6, 6, 6, 4, 3, 4, 6, 6, 7, 6, 7, 4, 5, 7, 5, 7, 3, 7, 6, 7, 3, 4, 7, 7, 4, 7, 6, 7, 7, 3, 6, 3, 6, 6, 5, 6, 6, 6, 4, 7, 7, 7, 6, 3, 6, 4, 7, 3, 7, 7, 6, 4, 5, 3, 7, 4, 3, 4, 3, 6, 6, 5, 6, 7, 4, 7, 4, 5, 6, 6, 7, 2, 6, 7, 6, 3, 4, 5, 4, 3, 3, 5, 6, 7, 2, 2, 6, 5, 2, 5, 3, 4, 6, 5, 7, 7, 4, 6, 6, 2, 2, 6, 6, 7, 7, 3] |
75
- | 1.0742 | 25.0 | 625 | 3.856 | 0.7884 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 7, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 5, 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, 6, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 7, 2, 7, 3, 4, 7, 7, 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, 7, 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, 7, 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] |
76
- | 0.8434 | 26.0 | 650 | 3.8 | 0.7331 | [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] |
77
- | 0.7832 | 27.0 | 675 | 3.8 | 0.7286 | [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] |
78
- | 0.7833 | 28.0 | 700 | 3.8 | 0.7244 | [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
- | 0.7835 | 29.0 | 725 | 3.8 | 0.7191 | [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
- | 0.7655 | 30.0 | 750 | 3.7947 | 0.7168 | [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, 3, 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, 3, 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
- | 0.7652 | 31.0 | 775 | 3.8 | 0.7185 | [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
- | 0.7643 | 32.0 | 800 | 3.736 | 0.7157 | [5, 4, 4, 5, 3, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 3, 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, 2, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 3, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 3, 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, 3, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 4, 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, 2, 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, 2, 3, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 2, 2, 2, 2, 4, 3, 4, 3, 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, 2, 3, 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, 2, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 2, 4, 4, 4, 4, 4, 3, 7, 4, 2, 3, 3, 4, 2, 5, 4, 6, 2, 6, 4, 4, 2, 2, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 5, 4, 3, 3, 3, 4, 4, 2, 2, 4, 6, 2, 2, 3] |
83
- | 0.7493 | 33.0 | 825 | 3.8 | 0.7110 | [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
- | 0.7425 | 34.0 | 850 | 3.8 | 0.7111 | [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
- | 0.7767 | 35.0 | 875 | 3.8 | 0.7155 | [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
- | 0.7606 | 36.0 | 900 | 3.8 | 0.7074 | [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] |
87
- | 0.7456 | 37.0 | 925 | 3.7893 | 0.7084 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 3, 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, 3, 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, 3, 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, 2, 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
- | 0.7546 | 38.0 | 950 | 3.8 | 0.7101 | [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
- | 0.7438 | 39.0 | 975 | 3.8 | 0.7106 | [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
- | 0.7363 | 40.0 | 1000 | 3.6693 | 0.7085 | [5, 4, 4, 5, 3, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 3, 3, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 2, 7, 2, 2, 6, 4, 3, 4, 6, 2, 3, 7, 3, 2, 5, 2, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 3, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 3, 4, 5, 4, 3, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 3, 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, 6, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 3, 6, 6, 4, 3, 2, 5, 7, 3, 6, 3, 6, 4, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 2, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 2, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 2, 4, 2, 3, 7, 5, 3, 7, 2, 2, 2, 4, 2, 4, 5, 2, 3, 2, 2, 2, 3, 2, 2, 2, 5, 3, 3, 6, 6, 6, 2, 4, 5, 2, 2, 2, 2, 3, 3, 4, 3, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 3, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 2, 3, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 3, 7, 3, 7, 4, 3, 3, 4, 7, 2, 3, 4, 4, 3, 6, 3, 3, 4, 3, 3, 2, 4, 4, 5, 4, 4, 3, 7, 3, 2, 3, 3, 4, 2, 5, 4, 6, 2, 6, 4, 3, 3, 2, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 3, 5, 4, 3, 3, 3, 4, 4, 2, 2, 4, 6, 2, 2, 2] |
91
 
92
 
93
  ### Framework versions
94
 
95
  - Transformers 4.34.0
96
  - Pytorch 2.1.0+cu121
97
- - Datasets 2.6.1
98
  - 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: 12.576
19
+ - Loss: 11.2773
20
+ - Losses: [18, 18, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 9, 9, 9, 42, 17, 9, 21, 9, 14, 9, 42, 9, 14, 9, 9, 9, 13, 9, 18, 16, 12, 9, 9, 9, 15, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 8, 25, 8, 9, 18, 9, 12, 12, 9, 17, 12, 9, 25, 9, 9, 9, 9, 8, 42, 9, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 21, 9, 9, 13, 20, 15, 8, 9, 9, 15, 9, 9, 9, 12, 12, 14, 9, 9, 12, 12, 9, 12, 9, 9, 15, 15, 12, 9, 9, 9, 9, 11, 13, 9, 9, 9, 9, 8, 11, 12, 16, 9, 13, 17, 9, 9, 19, 8, 9, 14, 9, 14, 9, 12, 18, 9, 13, 13, 25, 14, 20, 12, 8, 8, 12, 9, 9, 11, 25, 12, 9, 17, 9, 25, 10, 14, 9, 9, 10, 9, 20, 15, 12, 12, 10, 14, 9, 9, 13, 12, 9, 9, 13, 8, 9, 9, 9, 9, 9, 14, 13, 9, 9, 12, 25, 9, 13, 9, 9, 9, 9, 9, 9, 9, 9, 10, 22, 26, 9, 12, 9, 19, 11, 13, 25, 24, 9, 13, 11, 12, 9, 10, 12, 10, 11, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 18, 9, 22, 14, 25, 9, 10, 9, 15, 9, 14, 9, 15, 9, 18, 17, 9, 9, 12, 9, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 12, 9, 18, 9, 13, 9, 8, 9, 12, 12, 25, 12, 9, 13, 9, 25, 9, 9, 9, 12, 13, 12, 12, 32, 9, 8, 9, 9, 9, 13, 14, 13, 10, 13, 12, 9, 9, 12, 14, 16, 11, 12, 11, 11, 9, 15, 19, 11, 8, 12, 9, 9, 9, 14, 13, 9, 12, 21, 9, 12, 8, 12, 9, 12, 15, 16, 9, 12, 14, 9, 16, 22, 9, 12, 9, 20, 9, 19, 19, 9, 25, 12, 9, 8, 25, 25, 9, 9, 9, 12, 9, 18, 15, 14, 12, 11, 23, 12, 25, 15, 9, 9, 9, 8, 8, 9, 23, 8, 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
+ | 20.1764 | 1.0 | 25 | 12.6907 | 24.2290 | [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, 20, 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, 9, 7, 12, 18, 9, 13, 13, 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, 9, 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
+ | 20.0087 | 2.0 | 50 | 12.6213 | 24.1973 | [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, 12, 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, 9, 9, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 9, 7, 12, 8, 9, 13, 13, 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, 12, 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, 9, 11, 7, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 12, 14, 9, 14, 22, 9, 12, 9, 9, 9, 23, 12, 9, 25, 12, 9, 9, 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
+ | 20.3173 | 3.0 | 75 | 12.544 | 23.8041 | [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, 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, 9, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 13, 14, 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, 8, 9, 9, 10, 12, 14, 42, 9, 12, 16, 11, 10, 9, 9, 12, 15, 11, 13, 9, 9, 9, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 9, 9, 12, 9, 9, 13, 13, 25, 13, 22, 12, 8, 14, 12, 9, 9, 24, 25, 12, 9, 9, 8, 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, 11, 22, 26, 9, 12, 9, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 11, 12, 14, 9, 8, 8, 17, 17, 9, 9, 12, 9, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 12, 17, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 11, 13, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 11, 14, 9, 12, 13, 13, 21, 12, 9, 12, 12, 16, 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, 9, 22, 9, 12, 9, 9, 9, 23, 10, 9, 25, 12, 9, 9, 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] |
54
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62
 
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  ### Framework versions
65
 
66
  - Transformers 4.34.0
67
  - Pytorch 2.1.0+cu121
68
+ - Datasets 2.14.5
69
  - Tokenizers 0.14.1
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