generated_from_trainer base_model:google/t5-v1_1-large license:apache-2.0 region:us
---
license: apache-2.0
base_model: google/t5-v1_1-large
tags:
- generated_from_trainer
model-index:
- name: SChem5Labels-google-t5-v1_1-large-intra_model-frequency-human_annots_str_mse
  results: []
---

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# SChem5Labels-google-t5-v1_1-large-intra_model-frequency-human_annots_str_mse

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.
It achieves the following results on the evaluation set:
- Train Loss: 4.0557
- Loss: 1.0039
- Losses: [2, 6, 2, 2, 6, 1, 6, 3, 4, 2, 7, 3, 4, 4, 7, 6, 4, 2, 2, 5, 2, 2, 1, 5, 6, 2, 4, 4, 4, 6, 3, 6, 4, 2, 3, 6, 6, 6, 6, 4, 4, 5, 3, 2, 2, 5, 1, 3, 7, 6, 6, 4, 2, 6, 6, 2, 6, 2, 6, 2, 7, 6, 7, 3, 2, 3, 3, 6, 2, 6, 6, 0, 3, 2, 3, 3, 6, 2, 3, 3, 5, 6, 2, 4, 5, 6, 2, 3, 2, 2, 2, 6, 2, 5, 3, 3, 3, 7, 3, 3, 3, 5, 6, 6, 7, 3, 3, 3, 2, 3, 3, 2, 2, 2, 2, 3, 3, 5, 6, 2, 4, 2, 5, 2, 4, 2, 3, 3, 7, 3, 3, 2, 1, 2, 3, 3, 4, 7, 6, 1, 6, 2, 2, 6, 3, 5, 6, 4, 4, 4, 3, 2, 2, 4, 7, 4, 3, 1, 4, 3, 4, 6, 5, 3, 2, 4, 2, 2, 5, 2, 2, 6, 2, 4, 4, 4, 2, 5, 5, 4, 5, 3, 2, 3, 3, 3, 6, 2, 3, 7, 2, 6, 4, 4, 1, 6, 4, 9, 2, 2, 3, 6, 2, 3, 2, 6, 0, 5, 2, 2, 4, 2, 3, 3, 2, 3, 2, 2, 2, 16, 7, 3, 6, 3, 5, 6, 2, 2, 6, 3, 2, 3, 3, 2, 2, 6, 6, 2, 5, 6, 5, 6, 2, 4, 2, 2, 6, 1, 2, 3, 6, 1, 3, 6, 2, 6, 4, 1, 2, 3, 2, 2, 3, 2, 7, 3, 5, 6, 2, 6, 2, 3, 2, 7, 2, 2, 2, 6, 3, 3, 5, 4, 2, 6, 53, 4, 4, 4, 3, 4, 6, 3, 2, 3, 7, 2, 3, 3, 4, 6, 6, 2, 6, 2, 5, 6, 6, 2, 3, 6, 3, 2, 2, 4, 2, 6, 2, 6, 2, 2, 2, 6, 6, 4, 5, 6, 1, 5, 6, 2, 6, 2, 4, 7, 2, 6, 6, 4, 6, 2, 4, 3, 3, 7, 6, 6, 3, 2, 2, 7, 5, 6, 2, 7, 1, 2, 2, 2, 4, 2, 4, 2, 5, 5, 2, 2, 2, 5, 3, 3, 7, 6, 3, 2, 53, 4, 5, 3, 6, 2, 4, 6, 2, 6, 4, 7, 4, 6, 5, 2, 6, 5, 6, 6, 2]

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 128
- eval_batch_size: 128
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 200

### Training results

| Training Loss | Epoch | Step | Train Loss | Validation Loss | Losses                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
|:-------------:|:-----:|:----:|:----------:|:---------------:|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
| 20.6717       | 1.0   | 25   | 12.6869    | 23.5357         | [18, 14, 10, 9, 9, 9, 13, 9, 12, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 8, 42, 17, 9, 18, 25, 11, 10, 9, 42, 11, 19, 9, 9, 9, 13, 9, 18, 12, 16, 13, 8, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 12, 21, 12, 12, 12, 12, 9, 12, 8, 12, 13, 9, 11, 12, 12, 9, 17, 8, 9, 25, 9, 19, 9, 10, 9, 14, 42, 11, 9, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 11, 9, 15, 7, 9, 9, 15, 8, 9, 9, 10, 12, 14, 42, 7, 12, 17, 16, 19, 10, 9, 7, 12, 15, 11, 13, 9, 9, 9, 11, 13, 9, 11, 18, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 19, 8, 9, 13, 9, 14, 7, 12, 9, 9, 13, 13, 25, 13, 9, 9, 8, 14, 12, 9, 9, 27, 25, 12, 9, 8, 9, 8, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 12, 25, 9, 9, 9, 15, 9, 8, 9, 12, 27, 25, 19, 13, 9, 9, 13, 9, 9, 9, 9, 12, 9, 10, 22, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 8, 12, 9, 23, 10, 15, 12, 9, 10, 17, 14, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 9, 12, 9, 9, 8, 8, 17, 25, 9, 9, 12, 9, 12, 9, 9, 13, 9, 9, 11, 18, 25, 14, 13, 12, 17, 18, 9, 18, 9, 14, 19, 12, 12, 25, 16, 9, 9, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 7, 9, 9, 9, 8, 9, 15, 14, 9, 12, 14, 13, 21, 9, 14, 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, 9, 22, 9, 12, 9, 9, 9, 23, 12, 9, 25, 42, 12, 9, 9, 9, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 9, 25, 15, 9, 9, 9, 8, 10, 9, 23, 25, 12, 9, 8, 10]      |
| 19.1397       | 2.0   | 50   | 12.8535    | 14.1464         | [22, 18, 17, 13, 9, 9, 13, 9, 9, 17, 9, 14, 9, 9, 11, 9, 11, 11, 9, 8, 42, 17, 9, 18, 25, 9, 10, 9, 42, 12, 19, 9, 9, 9, 14, 9, 18, 12, 16, 13, 8, 9, 9, 13, 20, 9, 12, 9, 9, 15, 22, 15, 12, 12, 21, 12, 12, 12, 12, 9, 12, 10, 9, 13, 9, 12, 12, 12, 9, 17, 17, 9, 25, 9, 19, 9, 10, 9, 11, 42, 11, 9, 11, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 12, 21, 9, 9, 9, 11, 9, 20, 8, 9, 9, 15, 12, 9, 9, 17, 12, 14, 42, 7, 12, 17, 16, 19, 10, 9, 7, 9, 14, 11, 13, 9, 9, 37, 11, 13, 9, 11, 9, 9, 8, 21, 12, 14, 9, 13, 17, 15, 9, 19, 10, 9, 13, 9, 9, 7, 8, 9, 9, 9, 13, 25, 13, 22, 9, 8, 11, 12, 9, 9, 24, 25, 12, 9, 9, 9, 12, 25, 10, 14, 9, 9, 10, 9, 9, 15, 12, 9, 9, 10, 14, 9, 12, 9, 13, 9, 9, 9, 13, 8, 12, 25, 9, 9, 9, 9, 9, 8, 9, 12, 12, 25, 19, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 10, 9, 25, 16, 12, 9, 19, 11, 13, 26, 18, 9, 25, 13, 11, 12, 9, 14, 12, 8, 9, 9, 23, 10, 15, 12, 9, 11, 17, 14, 11, 10, 15, 9, 22, 11, 12, 9, 10, 9, 12, 12, 9, 9, 20, 8, 17, 25, 9, 9, 12, 9, 12, 9, 9, 9, 9, 13, 10, 18, 25, 14, 14, 12, 13, 18, 9, 18, 9, 11, 19, 12, 12, 25, 16, 9, 9, 14, 12, 9, 9, 42, 12, 13, 12, 12, 13, 8, 9, 9, 16, 8, 9, 15, 14, 9, 9, 13, 12, 12, 9, 11, 9, 12, 12, 16, 14, 12, 11, 11, 25, 15, 14, 11, 9, 12, 9, 9, 9, 10, 14, 9, 9, 25, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 14, 9, 8, 9, 9, 12, 9, 9, 9, 20, 12, 9, 25, 42, 12, 9, 9, 25, 12, 9, 9, 9, 12, 9, 22, 16, 13, 12, 10, 23, 12, 9, 25, 15, 9, 9, 9, 9, 8, 9, 16, 25, 12, 9, 9, 10] |
| 18.1854       | 3.0   | 75   | 12.6818    | 16.4320         | [18, 12, 8, 11, 9, 9, 13, 8, 13, 15, 9, 14, 9, 9, 11, 9, 11, 8, 9, 7, 42, 17, 9, 18, 25, 10, 10, 9, 42, 12, 19, 9, 9, 9, 14, 9, 18, 12, 16, 13, 8, 9, 9, 13, 20, 9, 12, 9, 9, 15, 22, 15, 12, 12, 18, 12, 12, 12, 12, 9, 12, 10, 7, 12, 9, 12, 12, 12, 9, 17, 10, 9, 25, 9, 19, 9, 10, 9, 8, 42, 9, 9, 16, 9, 11, 19, 12, 19, 12, 13, 25, 18, 20, 17, 21, 12, 9, 9, 11, 9, 20, 7, 9, 9, 15, 13, 9, 9, 18, 12, 14, 42, 15, 12, 17, 12, 19, 12, 9, 9, 9, 14, 14, 13, 9, 12, 37, 11, 13, 9, 11, 9, 9, 8, 21, 12, 14, 9, 13, 17, 18, 9, 19, 10, 9, 13, 9, 11, 15, 12, 8, 9, 9, 14, 25, 13, 13, 12, 8, 8, 12, 9, 9, 24, 25, 12, 9, 9, 9, 13, 25, 10, 14, 9, 9, 10, 9, 9, 15, 12, 9, 9, 10, 14, 9, 12, 9, 9, 9, 9, 9, 9, 8, 12, 25, 9, 9, 9, 9, 9, 9, 9, 12, 8, 25, 19, 13, 9, 9, 9, 9, 9, 9, 9, 9, 9, 10, 9, 9, 16, 12, 12, 19, 11, 13, 13, 9, 9, 25, 9, 11, 12, 9, 14, 12, 8, 9, 9, 23, 10, 15, 12, 9, 11, 17, 15, 12, 10, 15, 10, 22, 8, 12, 9, 10, 9, 12, 12, 9, 9, 20, 7, 18, 25, 9, 9, 12, 9, 12, 9, 9, 9, 9, 13, 10, 18, 25, 9, 14, 12, 8, 18, 9, 18, 9, 8, 19, 12, 12, 25, 12, 9, 9, 14, 12, 9, 9, 42, 12, 13, 12, 12, 13, 10, 8, 9, 16, 8, 9, 15, 14, 9, 13, 11, 12, 12, 9, 14, 10, 12, 27, 16, 9, 12, 11, 11, 25, 15, 14, 11, 9, 12, 9, 9, 9, 10, 14, 9, 9, 25, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 8, 9, 9, 12, 9, 8, 9, 13, 12, 9, 25, 42, 12, 9, 9, 8, 12, 9, 9, 11, 12, 9, 18, 22, 13, 12, 13, 23, 12, 9, 25, 9, 9, 9, 9, 9, 9, 9, 23, 25, 12, 9, 9, 10]     |
| 15.4158       | 4.0   | 100  | 12.5480    | 11.1788         | [21, 12, 8, 11, 9, 9, 13, 22, 9, 15, 9, 9, 9, 9, 11, 9, 11, 9, 9, 9, 42, 17, 9, 16, 25, 9, 10, 9, 42, 12, 19, 9, 9, 9, 17, 9, 18, 12, 16, 13, 8, 9, 9, 13, 11, 9, 12, 9, 9, 15, 22, 18, 25, 12, 18, 12, 12, 12, 12, 9, 25, 10, 17, 10, 9, 12, 12, 9, 9, 17, 12, 7, 25, 18, 19, 9, 10, 9, 8, 42, 9, 9, 16, 9, 11, 19, 12, 19, 12, 14, 25, 18, 20, 17, 21, 12, 9, 9, 8, 9, 21, 12, 9, 9, 15, 9, 9, 9, 10, 12, 14, 9, 10, 12, 17, 12, 19, 12, 9, 9, 9, 14, 8, 9, 9, 12, 37, 11, 13, 9, 11, 9, 9, 8, 9, 12, 14, 9, 14, 17, 18, 9, 19, 10, 9, 13, 9, 11, 10, 8, 18, 9, 10, 13, 25, 13, 13, 12, 8, 8, 12, 9, 9, 14, 25, 12, 9, 12, 12, 9, 25, 10, 14, 9, 9, 9, 9, 9, 15, 12, 9, 9, 10, 14, 9, 12, 9, 9, 9, 21, 9, 9, 8, 12, 25, 9, 9, 9, 9, 14, 9, 9, 12, 13, 25, 19, 11, 9, 9, 9, 9, 9, 9, 14, 11, 9, 10, 9, 9, 16, 12, 12, 19, 11, 13, 13, 9, 9, 25, 9, 11, 12, 18, 14, 12, 8, 15, 9, 15, 10, 15, 12, 9, 11, 17, 15, 17, 9, 15, 9, 22, 11, 12, 9, 10, 9, 15, 12, 9, 9, 11, 9, 18, 19, 9, 9, 12, 9, 12, 10, 11, 10, 9, 13, 10, 18, 25, 9, 17, 12, 9, 18, 9, 18, 9, 8, 19, 26, 12, 25, 12, 9, 9, 9, 11, 9, 9, 9, 12, 11, 12, 12, 7, 10, 22, 9, 16, 8, 9, 15, 20, 14, 13, 10, 13, 12, 9, 14, 9, 12, 12, 8, 9, 12, 11, 13, 9, 15, 14, 11, 9, 12, 9, 9, 9, 9, 17, 9, 9, 25, 9, 12, 9, 12, 9, 12, 15, 16, 9, 12, 9, 9, 12, 9, 9, 12, 9, 18, 9, 8, 10, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 21, 22, 13, 12, 11, 23, 12, 9, 25, 9, 9, 9, 9, 9, 9, 9, 23, 17, 12, 9, 8, 10]      |
| 13.993        | 5.0   | 125  | 13.0556    | 9.6326          | [22, 11, 11, 11, 9, 9, 13, 22, 9, 9, 9, 9, 9, 9, 11, 9, 9, 9, 9, 9, 42, 17, 9, 16, 25, 8, 9, 19, 42, 9, 14, 9, 9, 9, 17, 9, 28, 13, 16, 17, 8, 9, 9, 13, 8, 9, 12, 9, 9, 15, 22, 18, 25, 12, 13, 12, 12, 12, 12, 8, 12, 10, 27, 10, 9, 9, 12, 9, 9, 17, 12, 7, 25, 18, 19, 13, 12, 9, 17, 42, 27, 9, 26, 9, 8, 19, 12, 19, 12, 13, 25, 18, 20, 17, 21, 12, 9, 42, 8, 9, 8, 12, 9, 9, 15, 9, 9, 9, 11, 12, 14, 9, 10, 12, 12, 12, 11, 12, 9, 8, 9, 15, 8, 15, 9, 12, 37, 8, 13, 9, 8, 9, 9, 8, 9, 12, 14, 16, 13, 17, 12, 9, 19, 10, 9, 13, 15, 11, 10, 9, 18, 9, 10, 13, 25, 13, 9, 12, 8, 17, 12, 9, 9, 14, 25, 12, 9, 12, 12, 9, 25, 10, 18, 9, 42, 9, 9, 9, 12, 12, 9, 9, 18, 14, 9, 12, 9, 9, 9, 20, 9, 9, 8, 9, 25, 29, 9, 9, 9, 14, 11, 9, 17, 25, 25, 11, 11, 9, 9, 9, 9, 29, 9, 14, 12, 9, 11, 9, 9, 16, 12, 12, 25, 11, 20, 26, 9, 9, 12, 9, 11, 12, 18, 14, 12, 11, 14, 9, 10, 10, 15, 12, 9, 10, 17, 15, 17, 9, 18, 9, 22, 11, 25, 9, 10, 9, 12, 12, 9, 9, 8, 9, 17, 19, 9, 9, 12, 9, 25, 10, 11, 10, 9, 11, 13, 28, 25, 9, 17, 12, 17, 33, 9, 13, 9, 17, 11, 26, 12, 25, 12, 9, 9, 9, 11, 9, 9, 9, 12, 11, 12, 12, 7, 9, 22, 9, 16, 7, 9, 14, 20, 14, 9, 10, 12, 12, 9, 9, 9, 12, 12, 9, 19, 12, 8, 13, 9, 12, 14, 8, 8, 12, 9, 9, 9, 8, 17, 9, 9, 25, 9, 9, 9, 12, 15, 17, 15, 16, 9, 12, 9, 9, 19, 9, 9, 12, 9, 18, 9, 14, 12, 9, 25, 42, 12, 9, 15, 8, 12, 9, 9, 11, 12, 9, 22, 13, 14, 12, 7, 23, 12, 11, 25, 9, 9, 9, 9, 9, 9, 9, 8, 17, 12, 9, 8, 10]    |
| 11.3702       | 6.0   | 150  | 13.2929    | 9.3170          | [21, 16, 11, 11, 9, 9, 14, 22, 9, 9, 9, 9, 9, 18, 11, 10, 8, 9, 18, 9, 42, 17, 9, 16, 25, 9, 14, 27, 42, 9, 14, 9, 13, 9, 9, 10, 28, 14, 16, 42, 9, 42, 9, 13, 8, 9, 12, 12, 9, 15, 22, 12, 25, 12, 13, 12, 12, 9, 12, 8, 8, 8, 9, 8, 11, 9, 12, 9, 9, 17, 8, 7, 25, 9, 17, 20, 11, 9, 10, 42, 27, 15, 9, 9, 8, 17, 12, 19, 12, 14, 25, 18, 20, 17, 21, 12, 9, 42, 8, 9, 12, 14, 9, 9, 16, 9, 9, 42, 9, 16, 14, 9, 10, 12, 12, 12, 12, 9, 9, 24, 9, 15, 8, 9, 18, 12, 23, 8, 13, 9, 8, 9, 9, 9, 9, 12, 14, 13, 14, 18, 13, 9, 19, 8, 9, 10, 15, 11, 10, 7, 9, 9, 13, 13, 25, 13, 14, 9, 9, 10, 12, 9, 9, 26, 25, 13, 9, 12, 12, 9, 25, 10, 18, 9, 42, 9, 9, 9, 14, 12, 9, 9, 18, 14, 9, 12, 9, 9, 9, 20, 9, 9, 9, 8, 25, 25, 9, 8, 8, 14, 14, 9, 17, 9, 25, 12, 13, 9, 9, 9, 9, 25, 9, 14, 12, 9, 11, 9, 9, 9, 12, 8, 33, 11, 9, 26, 42, 9, 16, 9, 11, 9, 9, 17, 12, 8, 14, 9, 9, 10, 15, 12, 12, 11, 17, 15, 19, 8, 18, 10, 22, 8, 25, 9, 10, 9, 12, 9, 9, 9, 8, 9, 18, 19, 9, 9, 12, 18, 25, 10, 9, 13, 9, 13, 13, 28, 25, 9, 9, 12, 17, 33, 9, 13, 9, 10, 12, 26, 12, 25, 12, 42, 9, 9, 11, 9, 9, 9, 12, 10, 12, 12, 8, 9, 22, 9, 9, 7, 42, 15, 20, 14, 12, 11, 13, 9, 9, 8, 10, 12, 28, 9, 9, 12, 8, 13, 12, 14, 11, 8, 11, 12, 9, 9, 9, 9, 9, 9, 9, 25, 9, 9, 9, 12, 15, 9, 15, 16, 9, 12, 9, 9, 16, 9, 9, 12, 9, 9, 9, 13, 11, 9, 25, 42, 12, 9, 11, 8, 12, 9, 9, 11, 11, 9, 21, 8, 8, 12, 11, 14, 12, 19, 25, 9, 9, 9, 9, 9, 8, 9, 8, 11, 12, 11, 8, 10]            |
| 10.1765       | 7.0   | 175  | 12.6919    | 9.1408          | [21, 16, 11, 9, 9, 9, 8, 23, 9, 9, 9, 9, 9, 18, 9, 10, 9, 9, 18, 8, 9, 10, 9, 16, 25, 8, 9, 27, 42, 9, 11, 8, 8, 9, 8, 10, 28, 8, 16, 8, 8, 9, 9, 22, 9, 9, 12, 12, 9, 23, 22, 9, 25, 12, 13, 12, 12, 9, 12, 9, 8, 8, 8, 9, 11, 9, 12, 9, 9, 10, 8, 9, 25, 9, 8, 20, 8, 9, 8, 9, 27, 17, 8, 9, 8, 17, 12, 9, 12, 8, 25, 28, 27, 17, 21, 20, 9, 42, 8, 13, 8, 8, 9, 9, 12, 9, 9, 42, 8, 16, 14, 9, 10, 22, 22, 12, 13, 9, 8, 8, 9, 8, 12, 9, 18, 12, 23, 11, 13, 11, 8, 9, 8, 9, 15, 12, 18, 8, 8, 12, 9, 25, 14, 8, 8, 14, 33, 17, 10, 7, 9, 9, 13, 11, 25, 8, 14, 9, 8, 8, 12, 9, 9, 9, 25, 18, 9, 12, 12, 9, 25, 25, 18, 11, 42, 9, 9, 13, 25, 12, 9, 9, 8, 14, 9, 25, 9, 17, 9, 21, 9, 17, 9, 8, 25, 8, 9, 9, 8, 14, 13, 9, 14, 9, 25, 13, 13, 9, 9, 9, 9, 8, 9, 9, 42, 9, 11, 9, 8, 9, 25, 8, 33, 8, 9, 9, 42, 9, 12, 8, 8, 9, 9, 9, 25, 8, 20, 9, 9, 10, 15, 12, 8, 11, 9, 14, 19, 8, 18, 18, 22, 8, 25, 9, 25, 9, 16, 9, 9, 9, 9, 8, 18, 17, 8, 9, 20, 18, 25, 11, 8, 13, 9, 11, 14, 28, 25, 9, 8, 12, 8, 8, 8, 13, 9, 8, 13, 8, 12, 25, 12, 8, 9, 9, 8, 9, 9, 9, 16, 10, 12, 12, 8, 9, 23, 9, 9, 9, 8, 15, 22, 9, 7, 10, 10, 8, 9, 11, 18, 12, 9, 9, 9, 12, 8, 18, 8, 25, 14, 8, 11, 9, 9, 14, 9, 9, 8, 9, 9, 25, 8, 9, 9, 12, 33, 17, 15, 9, 9, 8, 9, 9, 19, 9, 25, 12, 9, 8, 9, 13, 9, 9, 25, 9, 12, 9, 19, 8, 12, 8, 9, 8, 12, 9, 21, 8, 11, 12, 9, 8, 12, 19, 25, 9, 8, 9, 9, 9, 11, 9, 8, 11, 12, 11, 7, 10]                                                   |
| 8.8366        | 8.0   | 200  | 10.7879    | 8.8849          | [21, 16, 14, 8, 8, 9, 8, 1, 9, 9, 9, 2, 8, 9, 9, 8, 8, 9, 9, 3, 5, 8, 8, 16, 25, 8, 15, 9, 42, 8, 8, 9, 8, 9, 8, 8, 28, 8, 16, 8, 8, 9, 15, 22, 2, 9, 12, 12, 42, 23, 13, 9, 12, 12, 9, 7, 12, 9, 12, 9, 8, 8, 9, 9, 8, 8, 12, 9, 8, 8, 8, 9, 25, 8, 8, 20, 15, 9, 2, 5, 27, 17, 8, 8, 8, 17, 7, 21, 12, 8, 25, 28, 20, 14, 20, 1, 9, 9, 8, 1, 8, 8, 9, 9, 7, 9, 9, 42, 9, 8, 14, 9, 2, 22, 8, 12, 8, 9, 8, 8, 9, 8, 9, 5, 18, 9, 23, 12, 13, 11, 8, 9, 5, 3, 15, 12, 12, 8, 8, 12, 1, 8, 14, 8, 9, 8, 8, 14, 2, 8, 8, 9, 13, 9, 25, 8, 8, 4, 8, 2, 12, 4, 9, 9, 25, 9, 9, 11, 9, 9, 8, 25, 18, 11, 9, 9, 9, 1, 25, 12, 9, 9, 8, 14, 9, 25, 9, 9, 9, 21, 9, 9, 3, 8, 25, 8, 9, 8, 8, 14, 14, 9, 3, 8, 25, 8, 8, 9, 9, 42, 9, 8, 9, 19, 9, 8, 8, 11, 8, 9, 25, 8, 8, 8, 8, 8, 9, 9, 8, 8, 8, 8, 8, 13, 25, 3, 20, 9, 9, 10, 15, 14, 2, 9, 3, 14, 21, 8, 18, 8, 13, 3, 25, 9, 8, 9, 9, 9, 10, 9, 2, 3, 13, 25, 8, 9, 12, 18, 25, 8, 8, 13, 9, 13, 8, 28, 25, 9, 8, 9, 8, 8, 9, 8, 15, 2, 8, 8, 12, 25, 12, 4, 4, 8, 9, 9, 12, 9, 2, 9, 12, 25, 9, 9, 1, 9, 9, 5, 4, 15, 9, 19, 4, 8, 8, 8, 8, 9, 8, 12, 4, 9, 9, 12, 8, 18, 8, 25, 8, 8, 8, 9, 9, 9, 9, 12, 8, 4, 2, 25, 9, 17, 9, 8, 8, 17, 15, 9, 9, 8, 9, 9, 19, 11, 8, 13, 16, 9, 9, 8, 9, 9, 8, 5, 12, 9, 7, 8, 14, 8, 9, 8, 8, 8, 21, 8, 9, 12, 19, 3, 9, 19, 25, 9, 8, 9, 11, 0, 8, 9, 11, 8, 12, 8, 2, 10]                                                                                                           |
| 8.4133        | 9.0   | 225  | 6.6515     | 8.7532          | [21, 9, 14, 8, 8, 3, 1, 1, 8, 14, 9, 2, 8, 9, 9, 8, 1, 3, 9, 3, 1, 2, 8, 19, 8, 8, 16, 9, 2, 2, 3, 1, 0, 3, 8, 8, 28, 15, 16, 4, 5, 5, 4, 8, 2, 2, 17, 8, 8, 23, 5, 0, 8, 8, 2, 7, 12, 9, 12, 3, 0, 7, 3, 0, 3, 2, 5, 8, 3, 2, 5, 9, 8, 3, 4, 2, 8, 5, 2, 1, 24, 3, 8, 0, 8, 8, 4, 1, 8, 1, 13, 28, 25, 8, 1, 1, 6, 2, 13, 1, 1, 1, 2, 0, 10, 1, 4, 9, 3, 1, 14, 8, 2, 8, 0, 12, 3, 9, 4, 5, 3, 8, 3, 5, 3, 9, 8, 12, 13, 11, 2, 3, 2, 3, 3, 9, 1, 1, 1, 18, 1, 8, 8, 7, 4, 3, 8, 14, 2, 8, 1, 2, 14, 2, 25, 2, 1, 5, 5, 2, 12, 4, 9, 4, 19, 1, 4, 2, 2, 1, 8, 25, 18, 11, 0, 8, 2, 1, 8, 15, 3, 2, 1, 14, 2, 8, 9, 1, 8, 2, 4, 1, 3, 1, 16, 8, 15, 5, 4, 2, 2, 3, 3, 8, 4, 3, 4, 2, 2, 1, 2, 8, 3, 19, 2, 8, 2, 8, 2, 9, 25, 3, 2, 5, 4, 8, 3, 9, 8, 9, 5, 8, 3, 15, 25, 3, 0, 4, 5, 10, 15, 8, 2, 9, 3, 14, 1, 1, 18, 3, 5, 3, 8, 8, 3, 8, 5, 9, 10, 9, 2, 3, 13, 10, 2, 3, 13, 3, 12, 2, 8, 14, 9, 2, 4, 28, 19, 7, 8, 31, 2, 3, 1, 0, 4, 2, 3, 2, 8, 4, 12, 4, 2, 1, 1, 1, 16, 8, 5, 4, 9, 12, 3, 3, 1, 9, 9, 5, 4, 15, 2, 19, 2, 2, 2, 3, 8, 5, 3, 12, 4, 5, 3, 8, 8, 4, 8, 8, 5, 8, 5, 9, 3, 8, 3, 16, 8, 4, 2, 8, 1, 17, 2, 8, 8, 17, 15, 1, 3, 8, 7, 2, 19, 8, 8, 16, 5, 1, 2, 8, 0, 9, 8, 1, 17, 9, 2, 8, 8, 8, 5, 1, 9, 8, 21, 4, 4, 8, 18, 3, 5, 4, 25, 8, 1, 4, 11, 0, 1, 9, 8, 3, 12, 2, 2, 10]                                                                                                                                                               |
| 8.1688        | 10.0  | 250  | 5.8485     | 8.6358          | [21, 14, 8, 8, 8, 3, 1, 1, 25, 1, 9, 2, 8, 4, 9, 8, 1, 3, 4, 3, 5, 2, 8, 19, 8, 8, 25, 1, 2, 2, 3, 1, 0, 3, 2, 8, 8, 2, 11, 4, 1, 5, 4, 1, 2, 2, 17, 8, 2, 23, 5, 0, 8, 8, 2, 8, 12, 9, 12, 3, 0, 7, 3, 0, 3, 2, 8, 6, 3, 2, 5, 4, 8, 3, 4, 2, 4, 4, 2, 5, 23, 3, 8, 0, 5, 8, 5, 1, 8, 1, 13, 56, 25, 8, 1, 1, 6, 2, 13, 1, 1, 1, 2, 0, 2, 1, 4, 1, 3, 1, 14, 4, 2, 8, 0, 12, 3, 9, 4, 5, 3, 8, 3, 1, 3, 8, 8, 12, 13, 11, 2, 3, 2, 3, 3, 8, 1, 1, 1, 18, 1, 8, 8, 7, 4, 3, 8, 14, 2, 8, 1, 2, 8, 2, 8, 2, 1, 8, 1, 2, 9, 4, 9, 4, 19, 1, 4, 2, 2, 1, 8, 25, 15, 11, 0, 8, 2, 1, 8, 8, 3, 2, 1, 4, 2, 8, 2, 1, 8, 2, 4, 1, 3, 1, 25, 8, 8, 6, 4, 2, 2, 3, 3, 8, 8, 3, 4, 2, 2, 1, 2, 8, 3, 19, 2, 8, 2, 8, 2, 6, 8, 3, 2, 0, 4, 8, 3, 9, 8, 0, 0, 8, 3, 2, 8, 3, 0, 4, 2, 11, 15, 8, 2, 8, 3, 14, 1, 1, 15, 3, 5, 3, 8, 8, 4, 8, 1, 8, 10, 9, 2, 3, 13, 10, 2, 3, 14, 3, 1, 2, 8, 8, 8, 2, 4, 8, 19, 8, 2, 31, 2, 3, 1, 0, 4, 2, 3, 2, 8, 8, 12, 4, 2, 1, 1, 1, 16, 4, 1, 4, 9, 2, 3, 3, 1, 8, 6, 5, 4, 14, 2, 19, 2, 2, 2, 3, 8, 5, 3, 2, 4, 1, 3, 8, 5, 3, 8, 8, 5, 5, 0, 8, 3, 8, 3, 16, 2, 4, 2, 8, 1, 17, 1, 8, 8, 8, 15, 1, 3, 8, 8, 2, 8, 8, 8, 25, 1, 1, 2, 8, 0, 8, 8, 5, 17, 13, 2, 8, 8, 8, 5, 1, 1, 8, 21, 4, 2, 8, 7, 3, 8, 4, 25, 1, 1, 4, 11, 0, 1, 9, 8, 3, 12, 2, 4, 11]                                                                                                                                                                                  |
| 8.0926        | 11.0  | 275  | 5.4773     | 8.5405          | [21, 14, 8, 8, 8, 3, 1, 1, 8, 1, 9, 2, 8, 4, 9, 8, 1, 3, 4, 3, 4, 2, 8, 19, 8, 8, 8, 1, 2, 2, 3, 1, 0, 3, 1, 8, 8, 2, 8, 4, 1, 5, 4, 1, 4, 2, 17, 8, 2, 23, 5, 0, 8, 8, 2, 8, 10, 8, 8, 3, 0, 7, 3, 1, 3, 2, 8, 6, 3, 2, 5, 3, 8, 4, 4, 2, 4, 4, 1, 4, 23, 3, 8, 0, 5, 8, 8, 1, 8, 1, 13, 42, 25, 8, 1, 0, 6, 2, 13, 1, 1, 0, 2, 4, 5, 1, 4, 1, 3, 1, 17, 4, 4, 8, 0, 12, 3, 13, 4, 5, 3, 8, 3, 1, 3, 8, 8, 12, 17, 11, 2, 3, 2, 3, 3, 8, 1, 1, 1, 17, 1, 8, 8, 7, 4, 3, 8, 10, 4, 8, 1, 2, 8, 2, 8, 2, 1, 8, 1, 1, 9, 4, 13, 4, 8, 1, 4, 2, 2, 1, 8, 7, 17, 11, 0, 8, 2, 1, 8, 8, 3, 5, 1, 4, 2, 8, 2, 1, 8, 2, 4, 1, 3, 1, 25, 8, 8, 8, 5, 2, 2, 3, 3, 8, 8, 3, 4, 2, 2, 1, 2, 8, 3, 8, 1, 8, 2, 8, 2, 9, 8, 3, 2, 0, 5, 10, 3, 9, 8, 0, 0, 8, 4, 2, 8, 3, 0, 4, 2, 11, 15, 8, 2, 8, 3, 14, 1, 1, 18, 3, 5, 3, 8, 8, 4, 8, 1, 8, 12, 8, 4, 3, 13, 10, 1, 3, 14, 3, 1, 2, 8, 8, 8, 1, 4, 8, 8, 8, 1, 19, 2, 3, 1, 0, 4, 1, 3, 2, 8, 8, 12, 5, 2, 1, 0, 1, 8, 4, 1, 4, 8, 2, 3, 3, 1, 8, 9, 5, 5, 14, 2, 8, 2, 2, 2, 3, 8, 5, 3, 8, 4, 1, 3, 8, 5, 4, 8, 8, 5, 5, 0, 8, 3, 8, 3, 16, 1, 4, 2, 8, 1, 17, 1, 8, 8, 8, 15, 1, 3, 8, 8, 2, 8, 8, 8, 8, 1, 1, 2, 8, 0, 8, 8, 4, 17, 9, 2, 8, 8, 8, 1, 1, 0, 8, 21, 0, 2, 8, 7, 4, 8, 4, 9, 1, 1, 4, 11, 0, 1, 9, 8, 3, 8, 2, 2, 11]                                                                                                                                                                                             |
| 8.0522        | 12.0  | 300  | 5.2955     | 8.3966          | [18, 8, 8, 8, 8, 3, 1, 1, 8, 1, 9, 2, 8, 4, 9, 8, 1, 3, 4, 3, 1, 2, 8, 19, 8, 8, 8, 1, 5, 2, 3, 1, 0, 3, 2, 8, 8, 5, 16, 4, 5, 5, 4, 1, 2, 2, 8, 8, 2, 23, 5, 0, 8, 8, 2, 8, 10, 8, 8, 3, 0, 7, 3, 0, 3, 2, 8, 8, 3, 2, 2, 3, 8, 3, 4, 2, 4, 4, 2, 1, 23, 3, 8, 0, 5, 8, 8, 1, 19, 1, 1, 8, 25, 8, 1, 1, 8, 2, 13, 1, 1, 1, 2, 4, 2, 1, 4, 1, 3, 1, 17, 4, 2, 8, 0, 12, 3, 15, 4, 5, 3, 8, 3, 1, 3, 8, 8, 12, 17, 10, 2, 3, 2, 4, 3, 6, 1, 1, 1, 17, 1, 8, 8, 7, 4, 3, 8, 10, 2, 8, 1, 2, 8, 2, 8, 2, 1, 8, 5, 2, 7, 4, 13, 4, 8, 1, 4, 2, 2, 1, 8, 7, 17, 10, 0, 8, 2, 1, 8, 0, 3, 5, 1, 4, 2, 8, 2, 1, 1, 2, 4, 1, 4, 1, 25, 8, 19, 8, 4, 2, 2, 3, 3, 8, 8, 3, 4, 2, 2, 1, 2, 8, 3, 8, 2, 8, 2, 8, 2, 16, 1, 3, 2, 0, 4, 10, 3, 9, 8, 0, 0, 8, 3, 2, 1, 3, 0, 4, 2, 11, 15, 14, 2, 8, 3, 14, 1, 1, 19, 3, 5, 3, 8, 8, 3, 8, 1, 8, 12, 9, 2, 3, 21, 10, 2, 3, 20, 3, 1, 2, 8, 8, 8, 2, 4, 8, 8, 0, 2, 31, 2, 3, 1, 0, 4, 2, 3, 2, 8, 8, 12, 5, 2, 1, 1, 1, 8, 4, 1, 4, 3, 2, 3, 3, 1, 8, 16, 0, 5, 10, 2, 8, 2, 2, 2, 3, 8, 5, 3, 8, 4, 1, 3, 8, 5, 4, 8, 8, 5, 5, 0, 8, 3, 8, 3, 8, 2, 4, 2, 8, 1, 8, 1, 8, 8, 8, 15, 1, 3, 8, 0, 2, 8, 8, 8, 8, 1, 1, 2, 8, 0, 8, 8, 1, 8, 8, 2, 8, 14, 8, 1, 1, 1, 8, 18, 0, 2, 8, 9, 3, 8, 4, 8, 1, 1, 4, 8, 0, 1, 9, 8, 3, 8, 2, 2, 11]                                                                                                                                                                                              |
| 7.8208        | 13.0  | 325  | 4.1364     | 8.1771          | [4, 8, 8, 8, 8, 3, 1, 1, 1, 1, 8, 2, 8, 4, 9, 8, 1, 3, 4, 3, 1, 2, 8, 14, 8, 20, 8, 1, 1, 2, 3, 1, 0, 3, 2, 8, 8, 2, 8, 4, 1, 5, 4, 1, 2, 2, 8, 8, 2, 8, 5, 0, 8, 1, 2, 8, 1, 1, 11, 3, 0, 8, 3, 0, 3, 2, 5, 8, 3, 2, 1, 3, 5, 3, 4, 2, 4, 4, 2, 1, 23, 3, 1, 0, 5, 8, 8, 1, 8, 1, 1, 8, 8, 8, 1, 3, 1, 2, 13, 1, 1, 1, 2, 0, 2, 1, 4, 1, 3, 1, 5, 4, 4, 4, 0, 3, 3, 8, 4, 2, 3, 8, 3, 1, 3, 8, 5, 12, 17, 8, 2, 3, 2, 3, 3, 2, 1, 1, 1, 0, 1, 8, 8, 8, 4, 3, 6, 8, 4, 5, 1, 2, 8, 2, 4, 2, 1, 6, 1, 2, 2, 4, 9, 4, 1, 1, 4, 2, 2, 1, 4, 2, 17, 8, 0, 8, 2, 1, 8, 1, 3, 2, 1, 5, 2, 8, 2, 3, 2, 2, 4, 3, 3, 1, 4, 8, 8, 1, 4, 2, 2, 3, 3, 8, 4, 3, 4, 2, 2, 1, 2, 8, 3, 8, 2, 6, 2, 8, 2, 16, 14, 3, 2, 0, 4, 4, 3, 5, 5, 0, 0, 0, 3, 2, 14, 3, 0, 4, 2, 11, 15, 5, 2, 1, 3, 16, 1, 1, 0, 3, 5, 3, 8, 8, 4, 8, 1, 5, 8, 8, 2, 3, 4, 8, 2, 3, 20, 3, 1, 2, 8, 8, 8, 2, 4, 8, 1, 0, 2, 21, 2, 4, 1, 0, 4, 2, 3, 2, 0, 4, 3, 2, 2, 3, 1, 1, 8, 4, 1, 4, 4, 2, 3, 3, 1, 1, 16, 0, 2, 2, 2, 8, 4, 2, 2, 3, 4, 5, 3, 1, 4, 1, 3, 0, 5, 4, 4, 8, 5, 5, 0, 8, 3, 8, 3, 8, 2, 4, 2, 8, 1, 8, 1, 5, 6, 8, 15, 1, 3, 8, 0, 2, 8, 8, 8, 4, 0, 1, 2, 8, 0, 4, 1, 1, 8, 1, 2, 8, 5, 8, 2, 1, 1, 8, 4, 4, 2, 0, 1, 3, 1, 4, 8, 1, 1, 4, 8, 0, 1, 8, 8, 3, 11, 2, 2, 11]                                                                                                                                                                                                                   |
| 7.6655        | 14.0  | 350  | 3.1364     | 7.8933          | [5, 0, 4, 1, 1, 4, 3, 3, 1, 3, 1, 4, 1, 5, 1, 4, 3, 4, 5, 3, 3, 4, 1, 5, 1, 0, 1, 3, 4, 4, 4, 3, 3, 4, 4, 4, 0, 4, 8, 5, 3, 4, 5, 3, 4, 4, 1, 1, 4, 5, 6, 3, 5, 1, 4, 4, 1, 1, 2, 4, 3, 8, 4, 3, 4, 4, 5, 4, 3, 4, 4, 4, 5, 4, 5, 2, 5, 5, 6, 3, 4, 5, 2, 3, 6, 1, 1, 1, 6, 3, 1, 1, 5, 5, 1, 3, 8, 4, 2, 3, 3, 3, 4, 3, 4, 1, 5, 3, 3, 1, 2, 5, 4, 4, 0, 1, 4, 2, 5, 6, 4, 1, 4, 3, 4, 5, 5, 0, 0, 0, 4, 5, 4, 3, 4, 2, 3, 0, 3, 1, 1, 0, 2, 8, 5, 4, 5, 1, 4, 5, 1, 4, 5, 4, 4, 4, 3, 0, 3, 6, 2, 5, 3, 5, 1, 1, 5, 4, 4, 1, 4, 2, 5, 0, 3, 8, 4, 3, 1, 1, 4, 4, 1, 6, 4, 0, 2, 3, 2, 4, 5, 3, 3, 3, 4, 1, 2, 1, 5, 2, 2, 5, 4, 3, 4, 4, 5, 4, 4, 3, 4, 1, 3, 1, 4, 0, 4, 5, 2, 1, 0, 4, 4, 3, 5, 4, 4, 5, 1, 3, 3, 0, 4, 4, 0, 5, 0, 5, 1, 2, 0, 1, 4, 0, 4, 0, 3, 0, 0, 4, 6, 3, 9, 5, 2, 1, 3, 5, 8, 5, 4, 3, 4, 2, 4, 4, 5, 4, 1, 2, 3, 5, 5, 4, 4, 0, 1, 3, 4, 4, 6, 4, 3, 0, 5, 6, 4, 2, 2, 4, 1, 2, 4, 3, 3, 3, 1, 5, 3, 5, 4, 2, 4, 4, 3, 1, 1, 3, 2, 5, 4, 1, 4, 4, 4, 4, 4, 5, 4, 0, 5, 3, 3, 2, 6, 4, 4, 1, 6, 6, 3, 0, 4, 3, 4, 4, 4, 5, 4, 1, 3, 4, 3, 5, 5, 0, 0, 3, 4, 4, 3, 2, 1, 5, 0, 4, 3, 3, 4, 0, 0, 4, 0, 3, 1, 1, 4, 0, 1, 0, 4, 3, 1, 5, 5, 5, 4, 2, 1, 4, 1, 6, 7, 3, 1, 5, 1, 2, 1, 3, 0, 4, 2, 2, 4, 2]                                                                                                                                                                                                                                       |
| 7.4029        | 15.0  | 375  | 2.2854     | 7.6301          | [5, 0, 8, 1, 1, 3, 1, 1, 1, 1, 1, 2, 1, 4, 1, 5, 1, 3, 4, 3, 1, 2, 1, 5, 1, 7, 8, 1, 2, 2, 3, 1, 0, 3, 2, 5, 0, 2, 8, 4, 1, 5, 4, 1, 2, 2, 1, 1, 2, 7, 5, 0, 5, 1, 2, 4, 2, 1, 2, 3, 0, 1, 3, 0, 3, 2, 4, 4, 3, 2, 6, 3, 5, 3, 4, 2, 4, 4, 2, 1, 4, 3, 2, 0, 5, 1, 1, 1, 6, 1, 1, 0, 5, 4, 1, 1, 1, 1, 1, 1, 1, 1, 2, 0, 2, 1, 4, 1, 3, 1, 2, 4, 2, 4, 0, 1, 3, 3, 4, 2, 3, 1, 3, 1, 3, 2, 5, 1, 0, 0, 2, 3, 2, 3, 3, 2, 1, 1, 1, 1, 1, 1, 2, 1, 4, 3, 4, 1, 2, 5, 1, 2, 5, 2, 4, 2, 1, 0, 1, 2, 0, 4, 3, 4, 1, 1, 4, 2, 2, 1, 4, 2, 5, 0, 0, 8, 2, 1, 0, 1, 3, 2, 1, 5, 2, 0, 2, 1, 1, 2, 4, 1, 3, 1, 4, 1, 2, 0, 4, 2, 2, 3, 3, 5, 4, 3, 4, 2, 2, 1, 2, 1, 3, 1, 2, 0, 2, 5, 2, 1, 0, 3, 2, 0, 4, 4, 3, 6, 5, 0, 0, 0, 3, 2, 0, 3, 0, 4, 2, 2, 0, 2, 2, 0, 3, 9, 1, 1, 0, 3, 5, 3, 2, 5, 2, 1, 1, 5, 1, 5, 2, 3, 5, 2, 2, 3, 5, 3, 1, 2, 2, 5, 5, 2, 4, 0, 1, 0, 2, 4, 2, 3, 1, 0, 4, 2, 3, 2, 1, 4, 1, 2, 2, 1, 1, 1, 8, 4, 1, 4, 4, 2, 3, 3, 1, 1, 1, 1, 2, 2, 2, 1, 2, 2, 2, 3, 4, 5, 3, 0, 4, 1, 3, 1, 5, 4, 4, 0, 5, 5, 0, 0, 3, 2, 3, 1, 2, 4, 2, 1, 1, 4, 1, 6, 4, 0, 0, 1, 3, 4, 0, 2, 0, 5, 1, 4, 1, 1, 2, 0, 0, 3, 0, 1, 1, 1, 2, 0, 2, 0, 2, 1, 1, 8, 5, 4, 2, 1, 1, 3, 2, 4, 2, 1, 1, 4, 1, 0, 1, 3, 0, 3, 2, 2, 2, 2]                                                                                                                                                                                                                                       |
| 7.2971        | 16.0  | 400  | 3.8662     | 7.4211          | [4, 3, 6, 2, 2, 1, 1, 4, 9, 1, 8, 4, 2, 4, 1, 6, 4, 3, 4, 5, 3, 2, 2, 5, 3, 5, 6, 4, 2, 2, 3, 3, 3, 2, 5, 6, 3, 2, 6, 4, 1, 5, 4, 3, 4, 5, 2, 9, 4, 5, 5, 0, 5, 8, 4, 5, 7, 6, 4, 3, 3, 3, 3, 3, 3, 2, 4, 4, 3, 2, 2, 3, 9, 3, 4, 4, 4, 4, 5, 3, 9, 5, 6, 3, 5, 6, 6, 1, 6, 1, 5, 2, 4, 6, 1, 3, 6, 4, 2, 4, 1, 3, 2, 0, 2, 4, 4, 1, 3, 1, 6, 4, 4, 4, 2, 5, 3, 7, 1, 4, 3, 6, 3, 4, 3, 6, 6, 7, 4, 6, 2, 5, 2, 3, 1, 4, 3, 1, 1, 4, 1, 7, 4, 3, 4, 3, 6, 6, 4, 6, 4, 4, 7, 5, 6, 2, 1, 3, 1, 5, 6, 4, 3, 4, 5, 1, 4, 5, 2, 4, 4, 2, 5, 6, 0, 8, 2, 4, 5, 0, 3, 2, 3, 5, 2, 3, 4, 1, 2, 5, 4, 1, 3, 3, 6, 4, 3, 4, 4, 4, 2, 5, 3, 5, 8, 3, 4, 2, 4, 3, 2, 4, 5, 6, 2, 2, 5, 5, 2, 4, 6, 3, 2, 2, 4, 11, 3, 6, 4, 3, 2, 2, 3, 2, 6, 5, 2, 4, 4, 2, 14, 4, 5, 4, 3, 6, 4, 1, 8, 3, 5, 3, 6, 6, 4, 7, 3, 3, 3, 6, 4, 5, 4, 5, 4, 3, 6, 3, 3, 2, 6, 7, 6, 4, 3, 3, 5, 2, 5, 8, 4, 3, 3, 0, 4, 5, 3, 2, 3, 8, 5, 4, 2, 3, 3, 1, 6, 4, 1, 2, 3, 4, 3, 3, 4, 3, 4, 3, 4, 6, 2, 6, 2, 4, 5, 3, 5, 3, 3, 2, 4, 4, 3, 3, 5, 4, 9, 5, 3, 5, 2, 5, 3, 6, 3, 7, 5, 4, 5, 3, 3, 4, 4, 5, 6, 2, 14, 1, 3, 7, 2, 4, 6, 5, 7, 4, 3, 1, 2, 6, 3, 3, 4, 3, 2, 7, 2, 8, 4, 5, 2, 4, 3, 6, 4, 2, 5, 3, 7, 3, 3, 5, 4, 3, 3, 4, 3, 0, 1, 6, 6, 3, 4, 2, 2, 2]                                                                                                                                                                                                                                    |
| 7.1247        | 17.0  | 425  | 4.6591     | 7.2838          | [1, 8, 6, 8, 8, 0, 4, 4, 6, 4, 6, 5, 8, 4, 1, 8, 4, 3, 4, 4, 4, 5, 8, 4, 8, 8, 8, 4, 5, 5, 3, 4, 3, 2, 5, 8, 6, 5, 8, 4, 4, 5, 4, 4, 5, 5, 6, 1, 5, 8, 5, 3, 8, 5, 5, 8, 6, 3, 7, 3, 3, 6, 4, 3, 3, 5, 4, 3, 3, 5, 5, 3, 5, 3, 4, 5, 4, 4, 5, 4, 7, 5, 6, 3, 5, 8, 6, 4, 6, 4, 2, 7, 3, 4, 4, 4, 6, 5, 5, 4, 4, 4, 5, 3, 5, 4, 4, 4, 3, 4, 5, 4, 5, 6, 3, 6, 0, 7, 1, 5, 2, 1, 3, 4, 3, 8, 8, 8, 4, 3, 5, 5, 5, 3, 2, 3, 4, 4, 4, 3, 4, 6, 8, 6, 4, 3, 4, 5, 5, 4, 4, 5, 8, 5, 8, 5, 4, 6, 4, 5, 6, 4, 2, 4, 8, 4, 1, 5, 5, 4, 8, 2, 4, 3, 3, 8, 5, 4, 8, 2, 4, 5, 4, 1, 5, 6, 5, 4, 8, 5, 1, 4, 3, 4, 8, 6, 2, 7, 4, 5, 5, 4, 3, 8, 8, 0, 1, 5, 5, 4, 5, 6, 4, 8, 5, 6, 5, 6, 5, 1, 6, 3, 5, 3, 1, 6, 4, 6, 4, 3, 3, 8, 3, 5, 6, 5, 3, 3, 5, 5, 6, 3, 5, 4, 3, 8, 4, 4, 6, 0, 5, 3, 8, 6, 4, 6, 4, 7, 6, 8, 5, 4, 3, 4, 5, 3, 2, 3, 3, 5, 8, 8, 6, 5, 3, 6, 8, 3, 5, 6, 5, 3, 4, 3, 4, 5, 0, 5, 3, 8, 6, 5, 5, 4, 4, 4, 8, 4, 4, 2, 6, 6, 3, 4, 4, 3, 1, 4, 5, 6, 5, 8, 5, 5, 5, 3, 6, 3, 0, 8, 4, 4, 4, 3, 5, 2, 8, 8, 3, 5, 3, 7, 4, 8, 2, 7, 5, 1, 5, 8, 4, 7, 4, 6, 4, 7, 6, 4, 2, 7, 3, 5, 8, 6, 6, 6, 4, 4, 5, 0, 3, 6, 8, 4, 6, 6, 5, 8, 3, 6, 5, 4, 4, 6, 1, 1, 5, 3, 8, 3, 4, 1, 8, 4, 4, 3, 6, 3, 4, 6, 6, 3, 7, 5, 5, 5]                                                                                                                                                                                                                                       |
| 6.9317        | 18.0  | 450  | 3.5783     | 7.2112          | [4, 6, 2, 4, 5, 0, 4, 3, 4, 4, 4, 4, 5, 1, 5, 0, 3, 3, 1, 5, 3, 4, 5, 4, 3, 4, 4, 3, 4, 5, 3, 4, 2, 1, 4, 0, 3, 4, 4, 4, 4, 5, 4, 3, 4, 4, 3, 4, 4, 2, 5, 2, 4, 4, 5, 5, 4, 4, 6, 3, 2, 4, 4, 3, 0, 5, 4, 3, 3, 4, 5, 3, 5, 3, 4, 4, 4, 4, 5, 3, 3, 5, 4, 3, 5, 8, 3, 3, 0, 3, 3, 4, 8, 4, 3, 3, 4, 4, 4, 3, 3, 4, 4, 2, 5, 4, 4, 4, 3, 3, 5, 4, 4, 4, 3, 5, 0, 5, 2, 4, 2, 2, 3, 3, 0, 4, 1, 4, 5, 3, 4, 5, 4, 0, 1, 4, 3, 3, 3, 3, 3, 6, 5, 4, 4, 3, 6, 7, 4, 4, 4, 4, 3, 4, 4, 5, 4, 3, 4, 5, 4, 4, 2, 4, 5, 3, 1, 5, 5, 4, 4, 4, 4, 3, 2, 4, 4, 3, 4, 2, 3, 4, 4, 1, 4, 3, 4, 3, 3, 4, 1, 3, 0, 3, 2, 3, 4, 3, 4, 4, 4, 5, 3, 2, 1, 0, 2, 4, 4, 3, 4, 3, 4, 5, 4, 3, 5, 2, 5, 1, 3, 3, 5, 2, 2, 4, 3, 5, 4, 3, 2, 3, 3, 5, 3, 4, 2, 4, 5, 5, 5, 4, 4, 5, 3, 5, 3, 3, 3, 1, 5, 3, 5, 4, 5, 2, 3, 1, 4, 3, 4, 5, 3, 4, 4, 3, 2, 0, 3, 5, 8, 3, 4, 5, 3, 3, 5, 2, 4, 8, 4, 3, 4, 2, 4, 5, 0, 5, 3, 1, 5, 4, 4, 3, 3, 4, 3, 4, 3, 2, 3, 4, 3, 3, 3, 6, 1, 3, 4, 4, 4, 5, 5, 4, 4, 3, 4, 3, 1, 6, 4, 4, 5, 3, 5, 2, 3, 4, 3, 5, 2, 8, 3, 4, 1, 5, 4, 4, 4, 3, 4, 5, 4, 2, 6, 6, 5, 3, 1, 2, 2, 5, 5, 2, 6, 3, 3, 3, 4, 3, 3, 0, 4, 3, 3, 4, 5, 5, 4, 5, 4, 4, 3, 2, 4, 2, 4, 3, 5, 3, 5, 4, 5, 3, 3, 4, 6, 2, 4, 3, 4, 3, 6, 5, 4, 5]                                                                                                                                                                                                                                       |
| 6.9493        | 19.0  | 475  | 3.8434     | 7.1490          | [4, 6, 2, 4, 4, 0, 4, 4, 5, 4, 4, 5, 4, 4, 5, 4, 4, 3, 4, 4, 4, 5, 4, 0, 3, 4, 4, 4, 5, 5, 3, 4, 3, 2, 5, 4, 3, 5, 4, 4, 4, 5, 4, 4, 5, 5, 5, 5, 5, 1, 5, 3, 4, 4, 5, 5, 4, 4, 8, 3, 3, 4, 4, 3, 3, 5, 4, 3, 3, 5, 5, 3, 5, 3, 4, 5, 4, 4, 5, 4, 8, 5, 3, 3, 5, 5, 3, 4, 3, 4, 5, 4, 3, 1, 4, 4, 4, 5, 5, 4, 4, 4, 5, 3, 5, 4, 4, 4, 3, 4, 5, 4, 5, 4, 3, 5, 0, 5, 1, 5, 2, 3, 3, 4, 3, 8, 1, 5, 4, 4, 5, 5, 5, 3, 2, 8, 4, 4, 4, 3, 4, 5, 5, 4, 4, 3, 1, 4, 5, 4, 4, 5, 2, 5, 0, 5, 4, 3, 4, 5, 4, 4, 2, 4, 5, 4, 1, 5, 5, 4, 0, 5, 4, 4, 3, 5, 5, 4, 2, 2, 4, 5, 4, 4, 5, 4, 5, 4, 4, 5, 1, 4, 3, 4, 4, 3, 5, 3, 4, 5, 5, 4, 3, 3, 0, 0, 1, 5, 5, 4, 5, 3, 4, 5, 5, 3, 5, 4, 5, 1, 5, 3, 5, 3, 1, 3, 4, 4, 4, 3, 3, 3, 3, 5, 5, 5, 3, 3, 5, 5, 5, 4, 5, 4, 3, 4, 4, 4, 4, 0, 5, 3, 5, 4, 5, 2, 4, 4, 4, 3, 5, 4, 3, 4, 5, 3, 2, 3, 3, 5, 3, 2, 4, 5, 3, 3, 5, 3, 5, 4, 5, 3, 4, 3, 4, 5, 0, 5, 3, 0, 5, 5, 5, 4, 4, 4, 4, 4, 4, 2, 4, 4, 3, 4, 4, 4, 1, 4, 5, 4, 5, 5, 5, 5, 5, 3, 4, 3, 0, 4, 4, 4, 5, 3, 5, 2, 0, 2, 3, 5, 3, 8, 4, 1, 2, 4, 5, 4, 5, 3, 4, 3, 4, 2, 1, 5, 5, 4, 2, 2, 3, 5, 5, 4, 5, 3, 4, 4, 5, 4, 3, 1, 4, 4, 5, 5, 5, 5, 4, 5, 5, 4, 4, 3, 4, 1, 5, 3, 4, 3, 5, 4, 4, 4, 4, 3, 4, 3, 4, 3, 4, 3, 8, 5, 5, 5]                                                                                                                                                                                                                                       |
| 6.8604        | 20.0  | 500  | 3.7348     | 7.0951          | [4, 4, 2, 4, 3, 0, 4, 4, 4, 4, 4, 5, 3, 4, 1, 4, 4, 3, 4, 4, 4, 5, 3, 4, 3, 4, 4, 4, 5, 5, 3, 4, 3, 2, 5, 4, 3, 5, 4, 4, 4, 5, 4, 4, 5, 5, 4, 4, 5, 7, 5, 3, 4, 5, 5, 6, 4, 4, 8, 3, 3, 5, 4, 3, 3, 5, 4, 3, 3, 5, 5, 3, 5, 3, 4, 5, 4, 4, 5, 4, 3, 5, 3, 3, 5, 4, 3, 4, 3, 4, 3, 4, 3, 4, 4, 4, 4, 5, 4, 4, 4, 4, 5, 3, 5, 4, 4, 4, 3, 4, 5, 4, 5, 4, 3, 1, 0, 5, 1, 5, 2, 3, 3, 4, 3, 5, 4, 5, 4, 3, 5, 5, 5, 3, 2, 4, 4, 4, 4, 3, 4, 4, 5, 5, 4, 3, 4, 4, 5, 4, 4, 5, 3, 5, 0, 5, 4, 3, 4, 5, 4, 4, 2, 4, 4, 4, 1, 5, 5, 4, 1, 5, 5, 3, 3, 5, 5, 4, 2, 2, 4, 5, 4, 4, 5, 3, 5, 4, 4, 5, 1, 4, 3, 4, 4, 3, 2, 3, 4, 5, 5, 4, 3, 3, 1, 0, 1, 5, 5, 4, 5, 3, 4, 5, 5, 3, 5, 2, 5, 1, 4, 3, 5, 3, 1, 3, 4, 2, 4, 3, 3, 3, 3, 5, 4, 5, 3, 3, 5, 5, 4, 3, 5, 4, 3, 4, 4, 4, 0, 0, 5, 3, 4, 4, 5, 2, 4, 4, 3, 3, 5, 4, 0, 4, 5, 3, 2, 3, 3, 5, 5, 3, 4, 5, 3, 3, 4, 3, 5, 0, 5, 3, 4, 3, 4, 5, 0, 5, 3, 1, 1, 5, 5, 4, 4, 4, 4, 4, 4, 2, 1, 4, 3, 4, 4, 4, 1, 4, 5, 4, 5, 5, 5, 5, 5, 3, 4, 3, 0, 3, 4, 4, 5, 3, 5, 2, 1, 2, 3, 5, 3, 8, 4, 1, 2, 3, 5, 4, 5, 3, 4, 3, 4, 2, 4, 4, 4, 4, 2, 5, 3, 5, 4, 2, 4, 3, 4, 4, 5, 4, 3, 3, 4, 4, 4, 5, 5, 5, 3, 4, 5, 4, 4, 2, 4, 1, 5, 3, 4, 3, 4, 4, 4, 4, 4, 3, 4, 3, 4, 3, 3, 3, 8, 5, 5, 5]                                                                                                                                                                                                                                       |
| 6.6947        | 21.0  | 525  | 5.0379     | 7.0300          | [4, 6, 6, 6, 4, 6, 4, 4, 5, 4, 5, 6, 4, 6, 5, 6, 6, 6, 6, 7, 6, 5, 4, 0, 6, 6, 6, 4, 5, 6, 0, 6, 6, 6, 6, 6, 6, 6, 6, 1, 4, 2, 1, 6, 6, 6, 4, 6, 6, 7, 7, 6, 4, 5, 6, 6, 5, 5, 6, 0, 6, 6, 2, 6, 0, 6, 4, 3, 0, 5, 6, 6, 5, 0, 6, 6, 6, 1, 6, 6, 6, 7, 4, 3, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 6, 6, 6, 6, 6, 4, 4, 6, 6, 6, 6, 6, 4, 0, 4, 6, 6, 6, 4, 6, 6, 3, 4, 6, 6, 4, 6, 6, 4, 6, 6, 6, 6, 6, 4, 6, 7, 5, 0, 4, 6, 6, 4, 6, 4, 6, 6, 7, 6, 6, 6, 6, 6, 6, 4, 6, 6, 7, 6, 6, 5, 4, 4, 4, 6, 6, 6, 1, 6, 6, 4, 6, 6, 5, 6, 6, 5, 6, 4, 3, 6, 5, 6, 6, 6, 2, 6, 4, 5, 6, 4, 6, 6, 6, 5, 6, 6, 0, 6, 6, 6, 6, 6, 6, 6, 6, 7, 6, 6, 6, 3, 6, 6, 6, 4, 5, 6, 7, 6, 5, 6, 6, 1, 6, 6, 6, 6, 5, 6, 1, 5, 6, 6, 1, 6, 6, 6, 0, 5, 6, 4, 6, 6, 6, 5, 0, 4, 6, 5, 0, 6, 4, 6, 4, 3, 7, 6, 6, 3, 4, 6, 6, 6, 4, 2, 6, 7, 0, 5, 6, 6, 2, 6, 4, 5, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 5, 6, 6, 3, 1, 6, 3, 5, 2, 6, 6, 6, 6, 6, 6, 4, 6, 6, 4, 6, 0, 5, 0, 2, 4, 6, 6, 4, 6, 6, 6, 6, 6, 6, 6, 6, 4, 5, 3, 6, 6, 6, 4, 2, 6, 3, 6, 6, 5, 6, 3, 6, 2, 6, 6, 6, 6, 6, 6, 6, 6, 7, 6, 1, 6, 6, 0, 6, 6, 5, 6, 5, 5, 1, 6, 4, 6, 4, 5, 1, 3, 6, 5, 6, 4, 5, 5, 6, 4, 6, 6, 6, 6, 6, 4, 6, 6, 2, 5, 6, 6, 1, 6, 6, 6, 6, 5, 3, 6, 6, 3, 0, 6, 5, 5, 5]                                                                                                                                                                                                                                       |
| 1.2366        | 22.0  | 550  | 4.1086     | 0.7048          | [6, 3, 6, 3, 3, 5, 3, 3, 4, 3, 4, 4, 3, 6, 4, 6, 3, 5, 6, 5, 3, 4, 3, 5, 2, 2, 3, 3, 4, 4, 5, 3, 2, 5, 4, 6, 3, 4, 3, 6, 3, 7, 6, 3, 4, 4, 3, 4, 4, 6, 7, 2, 6, 4, 4, 6, 4, 3, 4, 5, 2, 4, 5, 2, 5, 4, 6, 5, 5, 4, 4, 5, 7, 5, 6, 4, 6, 6, 4, 3, 6, 5, 3, 2, 7, 3, 3, 3, 5, 3, 3, 2, 5, 6, 3, 3, 4, 4, 3, 3, 3, 3, 4, 2, 4, 3, 6, 3, 5, 3, 4, 6, 4, 6, 2, 3, 5, 4, 6, 4, 5, 2, 5, 3, 5, 3, 6, 2, 3, 3, 4, 5, 4, 5, 5, 4, 3, 3, 3, 3, 3, 3, 5, 4, 6, 5, 6, 2, 4, 6, 3, 4, 7, 4, 6, 4, 3, 3, 3, 4, 2, 6, 6, 6, 3, 3, 6, 4, 4, 3, 5, 4, 6, 3, 2, 4, 4, 3, 2, 2, 5, 4, 3, 6, 4, 2, 4, 3, 3, 4, 6, 3, 5, 3, 6, 3, 4, 2, 6, 4, 4, 5, 5, 6, 5, 5, 6, 4, 4, 3, 4, 3, 5, 3, 4, 2, 4, 6, 4, 6, 2, 5, 4, 2, 6, 5, 5, 6, 4, 2, 2, 2, 5, 4, 2, 5, 2, 6, 4, 4, 4, 3, 4, 4, 5, 2, 3, 3, 3, 5, 7, 5, 4, 6, 5, 2, 3, 6, 3, 7, 4, 5, 5, 4, 4, 5, 6, 5, 3, 4, 5, 7, 6, 4, 6, 3, 3, 2, 4, 5, 4, 5, 3, 2, 6, 4, 5, 4, 2, 5, 3, 4, 4, 3, 3, 3, 3, 6, 3, 6, 5, 4, 5, 5, 3, 3, 6, 3, 4, 4, 4, 3, 4, 4, 4, 5, 6, 7, 5, 2, 6, 3, 5, 2, 7, 6, 5, 2, 7, 7, 2, 2, 5, 4, 5, 3, 4, 6, 4, 2, 3, 7, 3, 6, 6, 3, 4, 3, 5, 7, 2, 4, 4, 6, 3, 5, 3, 3, 4, 3, 2, 5, 4, 3, 3, 4, 4, 3, 3, 2, 4, 3, 3, 6, 6, 6, 4, 2, 3, 5, 4, 6, 4, 3, 3, 6, 4, 2, 3, 5, 2, 5, 4, 4, 4, 4]                                                                                                                                                                                                                                       |
| 0.71          | 23.0  | 575  | 4.0429     | 0.6386          | [5, 3, 5, 2, 4, 7, 4, 3, 2, 3, 2, 2, 4, 5, 3, 5, 3, 6, 5, 4, 3, 2, 4, 7, 4, 3, 4, 4, 2, 2, 6, 4, 4, 5, 2, 5, 3, 2, 3, 5, 3, 4, 5, 4, 3, 2, 4, 2, 2, 4, 5, 4, 5, 3, 3, 7, 3, 2, 4, 6, 4, 2, 6, 4, 6, 2, 5, 6, 6, 2, 2, 6, 7, 6, 5, 4, 5, 5, 2, 3, 6, 3, 4, 4, 7, 4, 4, 4, 6, 3, 4, 3, 6, 5, 3, 3, 2, 3, 3, 3, 3, 3, 2, 4, 2, 4, 5, 3, 6, 3, 4, 5, 3, 6, 4, 3, 7, 4, 7, 2, 5, 4, 6, 3, 6, 2, 5, 2, 2, 3, 2, 3, 4, 6, 5, 4, 4, 3, 3, 3, 4, 2, 4, 2, 5, 6, 5, 3, 3, 5, 3, 2, 7, 2, 7, 2, 3, 3, 3, 2, 3, 5, 6, 5, 3, 4, 7, 2, 4, 4, 7, 4, 5, 3, 4, 4, 3, 3, 4, 4, 6, 2, 4, 5, 2, 3, 2, 4, 4, 2, 7, 4, 6, 3, 6, 4, 4, 3, 6, 3, 2, 4, 6, 7, 7, 7, 6, 2, 2, 3, 3, 4, 4, 3, 2, 3, 2, 7, 2, 6, 3, 6, 3, 4, 7, 6, 6, 7, 2, 4, 4, 3, 6, 2, 3, 3, 4, 7, 2, 4, 2, 4, 2, 2, 6, 3, 3, 3, 3, 7, 5, 6, 4, 7, 4, 4, 3, 6, 3, 7, 3, 4, 6, 4, 2, 6, 7, 6, 4, 2, 3, 7, 6, 2, 7, 3, 3, 4, 2, 7, 3, 6, 4, 4, 5, 2, 7, 2, 4, 7, 3, 3, 3, 3, 3, 3, 4, 5, 3, 5, 7, 3, 6, 6, 3, 2, 6, 3, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 7, 3, 5, 3, 3, 4, 7, 5, 7, 4, 7, 7, 4, 3, 6, 5, 6, 4, 2, 6, 4, 4, 4, 6, 3, 7, 5, 3, 2, 3, 6, 4, 4, 2, 2, 7, 2, 7, 3, 3, 3, 3, 4, 6, 2, 3, 4, 2, 2, 2, 4, 3, 2, 3, 3, 5, 5, 7, 3, 4, 2, 6, 2, 6, 4, 4, 3, 7, 2, 4, 4, 6, 3, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6953        | 24.0  | 600  | 3.7576     | 0.6241          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 3, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 3, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 3, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 6, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6832        | 25.0  | 625  | 3.8737     | 0.6239          | [5, 3, 5, 2, 4, 6, 3, 2, 2, 2, 2, 2, 4, 6, 3, 5, 2, 6, 6, 4, 2, 2, 4, 7, 4, 3, 4, 3, 2, 2, 6, 3, 3, 4, 2, 5, 3, 2, 3, 6, 2, 5, 6, 3, 3, 2, 4, 2, 2, 4, 6, 3, 5, 3, 3, 7, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 5, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 4, 3, 7, 4, 4, 3, 6, 2, 4, 3, 6, 5, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 4, 6, 2, 6, 2, 5, 2, 2, 3, 2, 4, 4, 6, 4, 4, 3, 2, 2, 3, 3, 2, 4, 2, 6, 6, 5, 3, 3, 5, 2, 2, 7, 2, 7, 2, 2, 3, 2, 2, 3, 6, 6, 6, 3, 3, 7, 2, 4, 3, 7, 4, 5, 3, 3, 4, 3, 2, 4, 4, 5, 2, 3, 6, 2, 3, 2, 3, 4, 2, 7, 3, 6, 2, 6, 4, 4, 3, 6, 3, 2, 4, 6, 7, 7, 6, 6, 2, 2, 2, 3, 4, 4, 3, 2, 3, 2, 7, 2, 6, 3, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 3, 6, 2, 3, 4, 3, 7, 2, 4, 2, 4, 2, 2, 6, 3, 2, 2, 2, 6, 6, 6, 4, 7, 4, 4, 2, 6, 3, 7, 3, 4, 6, 4, 2, 6, 7, 6, 4, 2, 3, 7, 6, 2, 6, 3, 3, 3, 2, 7, 3, 6, 3, 3, 6, 2, 6, 2, 4, 7, 3, 3, 3, 2, 2, 2, 4, 6, 2, 6, 7, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 3, 6, 2, 4, 4, 7, 6, 7, 4, 7, 7, 3, 3, 5, 5, 5, 4, 2, 7, 4, 4, 3, 6, 2, 7, 5, 3, 2, 2, 5, 4, 3, 2, 2, 7, 2, 7, 2, 2, 3, 3, 3, 6, 2, 2, 4, 2, 2, 2, 4, 3, 2, 2, 2, 5, 5, 7, 3, 4, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 6, 3, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6593        | 26.0  | 650  | 3.7525     | 0.6182          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6595        | 27.0  | 675  | 3.7525     | 0.6178          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6533        | 28.0  | 700  | 3.7525     | 0.6103          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6691        | 29.0  | 725  | 3.7525     | 0.6105          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6517        | 30.0  | 750  | 3.8207     | 0.6066          | [6, 2, 5, 2, 4, 6, 3, 2, 2, 2, 2, 2, 4, 6, 3, 5, 2, 6, 6, 4, 2, 2, 4, 6, 4, 3, 3, 3, 2, 2, 6, 3, 3, 4, 2, 5, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 4, 6, 3, 5, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 5, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 4, 3, 7, 3, 4, 3, 6, 2, 3, 3, 6, 5, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 3, 3, 2, 4, 2, 6, 6, 6, 3, 3, 6, 2, 2, 7, 2, 7, 2, 2, 3, 2, 2, 2, 6, 6, 6, 3, 3, 7, 2, 4, 3, 7, 4, 5, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 3, 2, 3, 4, 2, 7, 3, 6, 2, 6, 4, 4, 3, 6, 3, 2, 4, 6, 7, 7, 6, 6, 2, 2, 2, 3, 4, 4, 3, 2, 3, 2, 7, 2, 6, 3, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 3, 4, 3, 7, 2, 4, 2, 4, 2, 2, 6, 3, 2, 2, 3, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 6, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 7, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 3, 6, 2, 4, 3, 7, 6, 7, 3, 7, 7, 3, 3, 5, 5, 5, 4, 2, 7, 4, 4, 3, 6, 2, 7, 6, 2, 2, 2, 5, 4, 3, 2, 2, 7, 2, 6, 2, 2, 3, 3, 3, 6, 2, 2, 3, 2, 2, 2, 4, 3, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 3, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6733        | 31.0  | 775  | 3.7803     | 0.6149          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 5, 6, 4, 2, 3, 3, 6, 3, 2, 3, 3, 3, 3, 6, 3, 3, 4, 3, 6, 2, 3, 2, 6, 2, 5, 6, 3, 4, 2, 3, 2, 3, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 3, 6, 6, 6, 3, 2, 5, 7, 6, 6, 4, 6, 6, 3, 2, 6, 4, 3, 2, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 3, 3, 6, 2, 5, 2, 4, 6, 3, 6, 3, 3, 5, 4, 6, 2, 4, 3, 5, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 3, 2, 6, 5, 6, 3, 3, 7, 3, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 3, 3, 3, 3, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 3, 4, 5, 7, 6, 5, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 3, 7, 2, 6, 2, 5, 4, 2, 7, 6, 5, 7, 2, 3, 2, 2, 6, 2, 2, 5, 3, 6, 2, 4, 2, 3, 2, 2, 5, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 4, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 3, 6, 2, 3, 3, 3, 6, 3, 6, 3, 3, 6, 3, 5, 2, 3, 6, 3, 4, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 4, 4, 4, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 3, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 3, 2, 7, 2, 6, 2, 2, 3, 2, 2, 6, 2, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 6, 6, 6, 3, 3, 2, 6, 2, 6, 4, 3, 2, 6, 2, 3, 3, 5, 2, 6, 4, 3, 3, 4]                                                                                                                                                                                                                                       |
| 0.6632        | 32.0  | 800  | 3.75       | 0.6033          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 6, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 6, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 3, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6548        | 33.0  | 825  | 3.7525     | 0.6012          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6434        | 34.0  | 850  | 3.7525     | 0.6025          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6433        | 35.0  | 875  | 3.7778     | 0.5988          | [6, 2, 5, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 5, 2, 6, 6, 4, 2, 2, 3, 7, 4, 3, 3, 3, 2, 2, 6, 3, 3, 4, 2, 5, 3, 2, 3, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 5, 3, 3, 7, 3, 2, 3, 6, 3, 2, 5, 3, 6, 2, 5, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 3, 6, 5, 2, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 3, 6, 3, 5, 3, 3, 6, 4, 7, 2, 4, 4, 6, 2, 6, 2, 5, 2, 2, 3, 2, 4, 4, 6, 4, 3, 3, 2, 2, 3, 3, 2, 4, 2, 6, 6, 5, 3, 3, 5, 2, 2, 6, 2, 7, 2, 2, 3, 2, 2, 3, 6, 6, 6, 3, 3, 7, 2, 4, 3, 7, 3, 5, 3, 3, 3, 3, 2, 4, 3, 5, 2, 3, 6, 2, 3, 2, 3, 3, 2, 7, 3, 6, 2, 5, 3, 3, 3, 6, 3, 2, 4, 6, 7, 7, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 3, 2, 7, 2, 6, 3, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 3, 6, 2, 3, 4, 3, 7, 2, 3, 2, 3, 2, 2, 6, 3, 2, 2, 3, 6, 6, 6, 3, 7, 4, 4, 2, 6, 3, 7, 3, 4, 6, 3, 2, 6, 7, 6, 3, 2, 2, 6, 6, 2, 6, 3, 3, 3, 2, 7, 3, 6, 3, 3, 6, 2, 6, 2, 3, 7, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 7, 2, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 5, 7, 6, 3, 6, 2, 4, 3, 7, 6, 7, 4, 7, 7, 3, 3, 5, 5, 5, 4, 2, 7, 4, 4, 3, 6, 2, 7, 5, 3, 2, 2, 5, 5, 3, 2, 2, 7, 2, 7, 2, 2, 3, 3, 3, 6, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 2, 5, 6, 7, 3, 3, 2, 6, 2, 7, 3, 3, 2, 7, 2, 3, 3, 5, 3, 6, 3, 2, 3, 3]                                                                                                                                                                                                                                       |
| 0.6575        | 36.0  | 900  | 3.7475     | 0.5977          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 3, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 6, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 5, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 6, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6604        | 37.0  | 925  | 3.7778     | 0.5962          | [6, 2, 5, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 5, 2, 6, 6, 4, 2, 2, 3, 6, 4, 3, 3, 3, 2, 2, 6, 3, 3, 4, 2, 5, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 5, 3, 3, 7, 3, 2, 3, 6, 3, 2, 5, 3, 6, 2, 5, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 3, 6, 5, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 3, 6, 3, 5, 3, 3, 6, 4, 7, 2, 4, 4, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 3, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 3, 3, 6, 2, 2, 6, 2, 7, 2, 2, 2, 2, 2, 3, 6, 5, 6, 3, 3, 7, 2, 4, 3, 7, 4, 5, 2, 3, 3, 3, 2, 4, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 3, 6, 3, 2, 4, 6, 7, 7, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 3, 2, 7, 2, 6, 3, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 3, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 3, 2, 2, 2, 6, 6, 6, 3, 7, 4, 3, 2, 6, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 6, 7, 2, 6, 2, 3, 3, 2, 7, 3, 6, 3, 3, 6, 2, 6, 2, 3, 7, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 5, 7, 6, 3, 6, 2, 4, 3, 7, 6, 7, 4, 7, 7, 3, 3, 5, 4, 5, 4, 2, 7, 4, 4, 3, 6, 2, 7, 6, 3, 2, 2, 5, 5, 3, 2, 2, 7, 2, 7, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 3, 6, 3, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6466        | 38.0  | 950  | 3.7803     | 0.5933          | [6, 2, 5, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 4, 3, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 5, 3, 3, 7, 3, 2, 3, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 3, 6, 5, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 3, 6, 3, 5, 3, 3, 6, 4, 7, 2, 4, 4, 6, 2, 6, 2, 6, 2, 2, 3, 2, 4, 4, 6, 4, 3, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 3, 3, 6, 2, 2, 6, 2, 7, 2, 2, 2, 2, 2, 3, 6, 5, 6, 3, 3, 7, 2, 4, 3, 7, 4, 5, 3, 3, 3, 3, 2, 4, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 3, 6, 3, 2, 4, 6, 7, 7, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 3, 2, 7, 2, 6, 3, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 3, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 3, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 2, 6, 6, 2, 6, 2, 3, 3, 2, 7, 3, 6, 3, 3, 6, 2, 6, 2, 3, 7, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 5, 7, 6, 3, 6, 2, 4, 3, 7, 6, 7, 4, 7, 7, 3, 3, 5, 4, 5, 4, 2, 7, 4, 4, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 2, 5, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 3, 6, 3, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6423        | 39.0  | 975  | 3.7525     | 0.5967          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6416        | 40.0  | 1000 | 3.7525     | 0.5978          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.636         | 41.0  | 1025 | 3.7525     | 0.5914          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 7, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 5, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6336        | 42.0  | 1050 | 3.7525     | 0.5925          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6449        | 43.0  | 1075 | 3.7525     | 0.5877          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6422        | 44.0  | 1100 | 3.7525     | 0.5882          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6404        | 45.0  | 1125 | 3.7525     | 0.5908          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |
| 0.6245        | 46.0  | 1150 | 3.7525     | 0.5899          | [6, 2, 6, 2, 3, 6, 3, 2, 2, 2, 2, 2, 3, 6, 3, 6, 2, 6, 6, 4, 2, 2, 3, 6, 3, 2, 3, 3, 2, 2, 6, 3, 3, 4, 2, 6, 2, 2, 2, 6, 2, 5, 6, 3, 3, 2, 3, 2, 2, 5, 6, 3, 6, 3, 3, 6, 3, 2, 4, 6, 3, 2, 5, 3, 6, 2, 6, 6, 6, 2, 2, 6, 7, 6, 6, 4, 6, 6, 2, 2, 6, 4, 3, 3, 7, 3, 3, 3, 6, 2, 3, 2, 6, 6, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 6, 2, 4, 6, 3, 6, 3, 3, 6, 4, 7, 2, 4, 3, 6, 2, 6, 2, 6, 2, 2, 2, 2, 4, 4, 6, 4, 4, 3, 2, 2, 2, 3, 2, 4, 2, 6, 6, 6, 2, 3, 6, 2, 2, 7, 2, 6, 2, 2, 2, 2, 2, 2, 6, 5, 6, 3, 3, 7, 2, 4, 3, 6, 4, 6, 2, 3, 4, 3, 2, 3, 3, 5, 2, 3, 6, 2, 2, 2, 3, 3, 2, 7, 3, 6, 2, 6, 3, 4, 2, 6, 3, 2, 4, 6, 7, 6, 6, 6, 2, 2, 2, 3, 3, 4, 3, 2, 2, 2, 7, 2, 6, 2, 6, 3, 3, 7, 6, 5, 7, 2, 3, 3, 2, 6, 2, 2, 4, 3, 7, 2, 4, 2, 3, 2, 2, 6, 2, 2, 2, 2, 6, 6, 6, 4, 7, 4, 3, 2, 7, 2, 7, 3, 4, 6, 4, 2, 6, 7, 6, 3, 2, 4, 7, 7, 2, 6, 2, 3, 3, 2, 6, 3, 6, 3, 3, 6, 2, 6, 2, 3, 6, 3, 3, 3, 2, 2, 2, 3, 6, 2, 6, 6, 3, 6, 5, 2, 2, 6, 2, 3, 4, 3, 3, 3, 2, 2, 6, 6, 7, 6, 2, 6, 2, 4, 3, 7, 6, 6, 3, 7, 7, 3, 2, 5, 4, 5, 3, 2, 7, 4, 3, 3, 6, 2, 7, 6, 2, 2, 2, 5, 5, 3, 2, 2, 7, 2, 6, 2, 2, 3, 2, 3, 6, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 6, 6, 7, 3, 3, 2, 6, 2, 7, 4, 3, 2, 7, 2, 3, 3, 5, 2, 6, 4, 2, 3, 4]                                                                                                                                                                                                                                       |


### Framework versions

- Transformers 4.34.0
- Pytorch 2.1.0+cu121
- Datasets 2.6.1
- Tokenizers 0.14.1
