sentence-transformers safetensors bert sentence-similarity feature-extraction generated_from_trainer dataset_size:1115217 loss:GISTEmbedLoss dataset:hon9kon9ize/yue-all-nli dataset:sentence-transformers/all-nli arxiv:1908.10084 arxiv:2402.16829 base_model:hon9kon9ize/bert-large-cantonese base_model:finetune:hon9kon9ize/bert-large-cantonese model-index autotrain_compatible text-embeddings-inference endpoints_compatible region:us
---
base_model: hon9kon9ize/bert-large-cantonese
datasets:
- hon9kon9ize/yue-all-nli
- sentence-transformers/all-nli
library_name: sentence-transformers
metrics:
- pearson_cosine
- spearman_cosine
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:1115217
- loss:GISTEmbedLoss
widget:
- source_sentence: 呢度係一班唔同背景嘅人嘅遊行，大家都行緊，有個著住綠色衫嘅男人攞住面旗。
  sentences:
  - 一個男人攞住面旗。
  - 一個男人攬住佢阿媽，然後去打仗。
  - 個市集入面有個女售貨員。
- source_sentence: 一個人行過一條有火車軌嘅橋。
  sentences:
  - 一個人由橋邊跳落去。
  - 有個男人蹲喺扶手上面。
  - 座橋上面有條鐵路軌。
- source_sentence: 一個細女仔著住黃色衫同條花裙，企喺張毯上面，咬住個玩具。
  sentences:
  - 一個女仔企喺度。
  - 一個著住紅色外套嘅人耍緊嘢，周圍嘅人望住佢。（或者：一個著住紅色外套嘅人表演緊特技，周圍嘅人望住佢）
  - 大家都坐低咗。
- source_sentence: 一家人同一個士兵一齊行。
  sentences:
  - 個髮型師幫個男人剪頭髮。
  - 一班人喺度行街。
  - 一班人望緊上面。
- source_sentence: 有個男人拋過咗個杆，後面有啲人同埋遮蓬。
  sentences:
  - 個男人追緊個賊。
  - 有個男人有啲工具。
  - 有個男人騰空躍起。
model-index:
- name: SentenceTransformer based on hon9kon9ize/bert-large-cantonese
  results:
  - task:
      type: semantic-similarity
      name: Semantic Similarity
    dataset:
      name: sts dev
      type: sts-dev
    metrics:
    - type: pearson_cosine
      value: 0.8076520997482407
      name: Pearson Cosine
    - type: spearman_cosine
      value: 0.8071778727370035
      name: Spearman Cosine
  - task:
      type: semantic-similarity
      name: Semantic Similarity
    dataset:
      name: sts test
      type: sts-test
    metrics:
    - type: pearson_cosine
      value: 0.7647935379004702
      name: Pearson Cosine
    - type: spearman_cosine
      value: 0.7611182804778411
      name: Spearman Cosine
---

# SentenceTransformer based on hon9kon9ize/bert-large-cantonese

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [hon9kon9ize/bert-large-cantonese](https://huggingface.co/hon9kon9ize/bert-large-cantonese) on the [yue-all-nli](https://huggingface.co/datasets/hon9kon9ize/yue-all-nli) and [sentence-transformers/all-nli](https://huggingface.co/datasets/sentence-transformers/all-nli) dataset. It maps sentences & paragraphs to a 1024-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.


## Model Details

### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [hon9kon9ize/bert-large-cantonese](https://huggingface.co/hon9kon9ize/bert-large-cantonese) <!-- at revision 4c82d4dde5872eb16822cd04c8f17aa08117c203 -->
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 1024 dimensions
- **Similarity Function:** Cosine Similarity
<!-- - **Training Dataset:** Unknown -->
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->

### Model Sources

- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)

### Full Model Architecture

```
SentenceTransformer(
  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
  (1): Pooling({'word_embedding_dimension': 1024, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)
```

## Usage

### Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

```bash
pip install -U sentence-transformers
```

Then you can load this model and run inference.
```python
from sentence_transformers import SentenceTransformer

# Download from the 🤗 Hub
model = SentenceTransformer("hon9kon9ize/bert-large-cantonese-nli")
# Run inference
sentences = [
    '有個男人拋過咗個杆，後面有啲人同埋遮蓬。',
    '有個男人騰空躍起。',
    '個男人追緊個賊。',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 1024]

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]
```

<!--
### Direct Usage (Transformers)

<details><summary>Click to see the direct usage in Transformers</summary>

</details>
-->

<!--
### Downstream Usage (Sentence Transformers)

You can finetune this model on your own dataset.

<details><summary>Click to expand</summary>

</details>
-->

<!--
### Out-of-Scope Use

*List how the model may foreseeably be misused and address what users ought not to do with the model.*
-->

## Evaluation

### Metrics

#### Semantic Similarity

* Datasets: `sts-dev` and `sts-test`
* Evaluated with [<code>EmbeddingSimilarityEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.EmbeddingSimilarityEvaluator)

| Metric              | sts-dev    | sts-test   |
|:--------------------|:-----------|:-----------|
| pearson_cosine      | 0.8077     | 0.7648     |
| **spearman_cosine** | **0.8072** | **0.7611** |

<!--
## Bias, Risks and Limitations

*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
-->

<!--
### Recommendations

*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
-->

## Training Details

### Training Dataset

#### Unnamed Dataset


* Size: 1,115,217 training samples
* Columns: <code>anchor</code>, <code>positive</code>, and <code>negative</code>
* Approximate statistics based on the first 1000 samples:
  |         | anchor                                                                             | positive                                                                          | negative                                                                          |
  |:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                            | string                                                                            |
  | details | <ul><li>min: 4 tokens</li><li>mean: 25.84 tokens</li><li>max: 216 tokens</li></ul> | <ul><li>min: 4 tokens</li><li>mean: 16.04 tokens</li><li>max: 53 tokens</li></ul> | <ul><li>min: 4 tokens</li><li>mean: 16.68 tokens</li><li>max: 52 tokens</li></ul> |
* Samples:
  | anchor                                                                                                                 | positive                                                                      | negative                                                       |
  |:-----------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------|:---------------------------------------------------------------|
  | <code>From Lincoln to Wilson it was 34, and since Wilson it has been 25.</code>                                        | <code>Since Wilson it has been 25, and from Lincoln to Wilson 34.</code>      | <code>From Lincoln to Wilson it was 99.</code>                 |
  | <code>「我會上返我房。」跟住我就跟咗佢。</code>                                                                                         | <code>「我上房啦。」跟住我就跟咗佢上去。</code>                                                | <code>我落去廚房沖杯茶先。</code>                                        |
  | <code>(To restore Internet Explorer, you'll need to have it on your original Windows 95 CD-ROM or another disk.</code> | <code>You need to have the original disk to restore Internet Explorer.</code> | <code>Internet explorer can be restored without a disk.</code> |
* Loss: [<code>GISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#gistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: NewModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.01}
  ```

### Evaluation Dataset

#### yue-all-nli

* Dataset: [yue-all-nli](https://huggingface.co/datasets/hon9kon9ize/yue-all-nli) at [f6757e9](https://huggingface.co/datasets/hon9kon9ize/yue-all-nli/tree/f6757e966cef6cf4f55df0439934bfd2aae0f452)
* Size: 6,572 evaluation samples
* Columns: <code>anchor</code>, <code>positive</code>, and <code>negative</code>
* Approximate statistics based on the first 1000 samples:
  |         | anchor                                                                             | positive                                                                          | negative                                                                         |
  |:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                            | string                                                                           |
  | details | <ul><li>min: 7 tokens</li><li>mean: 24.98 tokens</li><li>max: 103 tokens</li></ul> | <ul><li>min: 6 tokens</li><li>mean: 13.09 tokens</li><li>max: 50 tokens</li></ul> | <ul><li>min: 7 tokens</li><li>mean: 13.7 tokens</li><li>max: 40 tokens</li></ul> |
* Samples:
  | anchor                                                   | positive                        | negative                       |
  |:---------------------------------------------------------|:--------------------------------|:-------------------------------|
  | <code>「兩個女人攬住，仲手持外賣包裝。」</code>                           | <code>兩個女人手持包裹。</code>          | <code>班男人喺間熟食店外面打緊交。</code>    |
  | <code>「兩個著住藍色球衣嘅細路，一個背號係9，另一個係2，企喺浴室嘅木梯度，喺個鋅盤度洗手。</code> | <code>兩個著住有號碼球衣嘅細路仔喺度洗手。</code> | <code>兩個著住外套嘅小朋友返緊學。</code>    |
  | <code>一個男人喺安吉利斯市舉行嘅世界博覽會活動期間，向顧客賣甜甜圈。</code>             | <code>有個男人賣緊甜甜圈俾個客人。</code>     | <code>一個女人喺間細細嘅咖啡店飲緊咖啡。</code> |
* Loss: [<code>MultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
  ```json
  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  ```

### Training Hyperparameters
#### Non-Default Hyperparameters

- `eval_strategy`: steps
- `per_device_train_batch_size`: 80
- `per_device_eval_batch_size`: 80
- `learning_rate`: 2e-05
- `num_train_epochs`: 1
- `warmup_ratio`: 0.1
- `bf16`: True
- `use_liger_kernel`: True
- `batch_sampler`: no_duplicates

#### All Hyperparameters
<details><summary>Click to expand</summary>

- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: steps
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 80
- `per_device_eval_batch_size`: 80
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 1
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 2e-05
- `weight_decay`: 0.0
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1.0
- `num_train_epochs`: 1
- `max_steps`: -1
- `lr_scheduler_type`: linear
- `lr_scheduler_kwargs`: {}
- `warmup_ratio`: 0.1
- `warmup_steps`: 0
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `save_safetensors`: True
- `save_on_each_node`: False
- `save_only_model`: False
- `restore_callback_states_from_checkpoint`: False
- `no_cuda`: False
- `use_cpu`: False
- `use_mps_device`: False
- `seed`: 42
- `data_seed`: None
- `jit_mode_eval`: False
- `use_ipex`: False
- `bf16`: True
- `fp16`: False
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: None
- `local_rank`: 0
- `ddp_backend`: None
- `tpu_num_cores`: None
- `tpu_metrics_debug`: False
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `past_index`: -1
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: False
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch
- `optim_args`: None
- `adafactor`: False
- `group_by_length`: False
- `length_column_name`: length
- `ddp_find_unused_parameters`: None
- `ddp_bucket_cap_mb`: None
- `ddp_broadcast_buffers`: False
- `dataloader_pin_memory`: True
- `dataloader_persistent_workers`: False
- `skip_memory_metrics`: True
- `use_legacy_prediction_loop`: False
- `push_to_hub`: False
- `resume_from_checkpoint`: None
- `hub_model_id`: None
- `hub_strategy`: every_save
- `hub_private_repo`: False
- `hub_always_push`: False
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `include_for_metrics`: []
- `eval_do_concat_batches`: True
- `fp16_backend`: auto
- `push_to_hub_model_id`: None
- `push_to_hub_organization`: None
- `mp_parameters`: 
- `auto_find_batch_size`: False
- `full_determinism`: False
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `dispatch_batches`: None
- `split_batches`: None
- `include_tokens_per_second`: False
- `include_num_input_tokens_seen`: False
- `neftune_noise_alpha`: None
- `optim_target_modules`: None
- `batch_eval_metrics`: False
- `eval_on_start`: False
- `use_liger_kernel`: True
- `eval_use_gather_object`: False
- `prompts`: None
- `batch_sampler`: no_duplicates
- `multi_dataset_batch_sampler`: proportional

</details>

### Training Logs
<details><summary>Click to expand</summary>

| Epoch  | Step  | Training Loss | Validation Loss | sts-dev_spearman_cosine | sts-test_spearman_cosine |
|:------:|:-----:|:-------------:|:---------------:|:-----------------------:|:------------------------:|
| 0      | 0     | -             | -               | 0.6088                  | -                        |
| 0.0007 | 10    | 8.9182        | -               | -                       | -                        |
| 0.0014 | 20    | 8.3335        | -               | -                       | -                        |
| 0.0022 | 30    | 7.8536        | -               | -                       | -                        |
| 0.0029 | 40    | 7.2262        | -               | -                       | -                        |
| 0.0036 | 50    | 5.892         | -               | -                       | -                        |
| 0.0043 | 60    | 5.1125        | -               | -                       | -                        |
| 0.0050 | 70    | 4.5982        | -               | -                       | -                        |
| 0.0057 | 80    | 3.9755        | -               | -                       | -                        |
| 0.0065 | 90    | 3.7588        | -               | -                       | -                        |
| 0.0072 | 100   | 3.6977        | -               | -                       | -                        |
| 0.0079 | 110   | 3.5546        | -               | -                       | -                        |
| 0.0086 | 120   | 3.3271        | -               | -                       | -                        |
| 0.0093 | 130   | 3.1647        | -               | -                       | -                        |
| 0.0100 | 140   | 3.0859        | -               | -                       | -                        |
| 0.0108 | 150   | 2.9647        | -               | -                       | -                        |
| 0.0115 | 160   | 2.9156        | -               | -                       | -                        |
| 0.0122 | 170   | 2.9001        | -               | -                       | -                        |
| 0.0129 | 180   | 2.721         | -               | -                       | -                        |
| 0.0136 | 190   | 2.7586        | -               | -                       | -                        |
| 0.0143 | 200   | 2.601         | -               | -                       | -                        |
| 0.0151 | 210   | 2.5653        | -               | -                       | -                        |
| 0.0158 | 220   | 2.5726        | -               | -                       | -                        |
| 0.0165 | 230   | 2.4649        | -               | -                       | -                        |
| 0.0172 | 240   | 2.4707        | -               | -                       | -                        |
| 0.0179 | 250   | 2.5434        | -               | -                       | -                        |
| 0.0187 | 260   | 2.3945        | -               | -                       | -                        |
| 0.0194 | 270   | 2.2557        | -               | -                       | -                        |
| 0.0201 | 280   | 2.3749        | -               | -                       | -                        |
| 0.0208 | 290   | 2.1641        | -               | -                       | -                        |
| 0.0215 | 300   | 2.0744        | -               | -                       | -                        |
| 0.0222 | 310   | 2.2832        | -               | -                       | -                        |
| 0.0230 | 320   | 2.2298        | -               | -                       | -                        |
| 0.0237 | 330   | 2.2006        | -               | -                       | -                        |
| 0.0244 | 340   | 2.0964        | -               | -                       | -                        |
| 0.0251 | 350   | 2.208         | -               | -                       | -                        |
| 0.0258 | 360   | 2.1591        | -               | -                       | -                        |
| 0.0265 | 370   | 1.9641        | -               | -                       | -                        |
| 0.0273 | 380   | 2.1122        | -               | -                       | -                        |
| 0.0280 | 390   | 1.9392        | -               | -                       | -                        |
| 0.0287 | 400   | 1.9073        | -               | -                       | -                        |
| 0.0294 | 410   | 2.115         | -               | -                       | -                        |
| 0.0301 | 420   | 1.7491        | -               | -                       | -                        |
| 0.0308 | 430   | 1.8553        | -               | -                       | -                        |
| 0.0316 | 440   | 1.997         | -               | -                       | -                        |
| 0.0323 | 450   | 1.8158        | -               | -                       | -                        |
| 0.0330 | 460   | 1.8158        | -               | -                       | -                        |
| 0.0337 | 470   | 1.78          | -               | -                       | -                        |
| 0.0344 | 480   | 1.8675        | -               | -                       | -                        |
| 0.0351 | 490   | 1.7096        | -               | -                       | -                        |
| 0.0359 | 500   | 1.7854        | -               | -                       | -                        |
| 0.0366 | 510   | 1.8731        | -               | -                       | -                        |
| 0.0373 | 520   | 1.8561        | -               | -                       | -                        |
| 0.0380 | 530   | 1.6927        | -               | -                       | -                        |
| 0.0387 | 540   | 1.7424        | -               | -                       | -                        |
| 0.0395 | 550   | 1.7394        | -               | -                       | -                        |
| 0.0402 | 560   | 1.7621        | -               | -                       | -                        |
| 0.0409 | 570   | 1.8423        | -               | -                       | -                        |
| 0.0416 | 580   | 1.8296        | -               | -                       | -                        |
| 0.0423 | 590   | 1.7202        | -               | -                       | -                        |
| 0.0430 | 600   | 1.7966        | -               | -                       | -                        |
| 0.0438 | 610   | 1.5712        | -               | -                       | -                        |
| 0.0445 | 620   | 1.6416        | -               | -                       | -                        |
| 0.0452 | 630   | 1.5977        | -               | -                       | -                        |
| 0.0459 | 640   | 1.7382        | -               | -                       | -                        |
| 0.0466 | 650   | 1.6744        | -               | -                       | -                        |
| 0.0473 | 660   | 1.7537        | -               | -                       | -                        |
| 0.0481 | 670   | 1.7131        | -               | -                       | -                        |
| 0.0488 | 680   | 1.6714        | -               | -                       | -                        |
| 0.0495 | 690   | 1.651         | -               | -                       | -                        |
| 0.0502 | 700   | 1.6177        | -               | -                       | -                        |
| 0.0509 | 710   | 1.5179        | -               | -                       | -                        |
| 0.0516 | 720   | 1.612         | -               | -                       | -                        |
| 0.0524 | 730   | 1.561         | -               | -                       | -                        |
| 0.0531 | 740   | 1.5283        | -               | -                       | -                        |
| 0.0538 | 750   | 1.5407        | -               | -                       | -                        |
| 0.0545 | 760   | 1.4809        | -               | -                       | -                        |
| 0.0552 | 770   | 1.5749        | -               | -                       | -                        |
| 0.0560 | 780   | 1.5744        | -               | -                       | -                        |
| 0.0567 | 790   | 1.5428        | -               | -                       | -                        |
| 0.0574 | 800   | 1.4429        | -               | -                       | -                        |
| 0.0581 | 810   | 1.4721        | -               | -                       | -                        |
| 0.0588 | 820   | 1.3807        | -               | -                       | -                        |
| 0.0595 | 830   | 1.4229        | -               | -                       | -                        |
| 0.0603 | 840   | 1.5178        | -               | -                       | -                        |
| 0.0610 | 850   | 1.4231        | -               | -                       | -                        |
| 0.0617 | 860   | 1.4853        | -               | -                       | -                        |
| 0.0624 | 870   | 1.4032        | -               | -                       | -                        |
| 0.0631 | 880   | 1.473         | -               | -                       | -                        |
| 0.0638 | 890   | 1.3368        | -               | -                       | -                        |
| 0.0646 | 900   | 1.3146        | -               | -                       | -                        |
| 0.0653 | 910   | 1.4207        | -               | -                       | -                        |
| 0.0660 | 920   | 1.3747        | -               | -                       | -                        |
| 0.0667 | 930   | 1.406         | -               | -                       | -                        |
| 0.0674 | 940   | 1.2829        | -               | -                       | -                        |
| 0.0681 | 950   | 1.3115        | -               | -                       | -                        |
| 0.0689 | 960   | 1.4112        | -               | -                       | -                        |
| 0.0696 | 970   | 1.4644        | -               | -                       | -                        |
| 0.0703 | 980   | 1.3492        | -               | -                       | -                        |
| 0.0710 | 990   | 1.4076        | -               | -                       | -                        |
| 0.0717 | 1000  | 1.4196        | -               | -                       | -                        |
| 0.0724 | 1010  | 1.4376        | -               | -                       | -                        |
| 0.0732 | 1020  | 1.2883        | -               | -                       | -                        |
| 0.0739 | 1030  | 1.3183        | -               | -                       | -                        |
| 0.0746 | 1040  | 1.4535        | -               | -                       | -                        |
| 0.0753 | 1050  | 1.28          | -               | -                       | -                        |
| 0.0760 | 1060  | 1.2585        | -               | -                       | -                        |
| 0.0768 | 1070  | 1.3905        | -               | -                       | -                        |
| 0.0775 | 1080  | 1.3414        | -               | -                       | -                        |
| 0.0782 | 1090  | 1.2586        | -               | -                       | -                        |
| 0.0789 | 1100  | 1.2527        | -               | -                       | -                        |
| 0.0796 | 1110  | 1.2847        | -               | -                       | -                        |
| 0.0803 | 1120  | 1.2187        | -               | -                       | -                        |
| 0.0811 | 1130  | 1.2561        | -               | -                       | -                        |
| 0.0818 | 1140  | 1.3247        | -               | -                       | -                        |
| 0.0825 | 1150  | 1.2935        | -               | -                       | -                        |
| 0.0832 | 1160  | 1.4118        | -               | -                       | -                        |
| 0.0839 | 1170  | 1.2976        | -               | -                       | -                        |
| 0.0846 | 1180  | 1.2084        | -               | -                       | -                        |
| 0.0854 | 1190  | 1.3157        | -               | -                       | -                        |
| 0.0861 | 1200  | 1.2973        | -               | -                       | -                        |
| 0.0868 | 1210  | 1.24          | -               | -                       | -                        |
| 0.0875 | 1220  | 1.3447        | -               | -                       | -                        |
| 0.0882 | 1230  | 1.2246        | -               | -                       | -                        |
| 0.0889 | 1240  | 1.2742        | -               | -                       | -                        |
| 0.0897 | 1250  | 1.1727        | -               | -                       | -                        |
| 0.0904 | 1260  | 1.3523        | -               | -                       | -                        |
| 0.0911 | 1270  | 1.228         | -               | -                       | -                        |
| 0.0918 | 1280  | 1.1218        | -               | -                       | -                        |
| 0.0925 | 1290  | 1.1027        | -               | -                       | -                        |
| 0.0933 | 1300  | 1.3143        | -               | -                       | -                        |
| 0.0940 | 1310  | 1.1356        | -               | -                       | -                        |
| 0.0947 | 1320  | 1.2           | -               | -                       | -                        |
| 0.0954 | 1330  | 1.118         | -               | -                       | -                        |
| 0.0961 | 1340  | 1.1889        | -               | -                       | -                        |
| 0.0968 | 1350  | 1.1722        | -               | -                       | -                        |
| 0.0976 | 1360  | 1.1186        | -               | -                       | -                        |
| 0.0983 | 1370  | 1.2979        | -               | -                       | -                        |
| 0.0990 | 1380  | 1.1622        | -               | -                       | -                        |
| 0.0997 | 1390  | 1.2492        | -               | -                       | -                        |
| 0.1004 | 1400  | 1.1449        | -               | -                       | -                        |
| 0.1011 | 1410  | 1.1141        | -               | -                       | -                        |
| 0.1019 | 1420  | 1.3464        | -               | -                       | -                        |
| 0.1026 | 1430  | 1.1921        | -               | -                       | -                        |
| 0.1033 | 1440  | 1.0709        | -               | -                       | -                        |
| 0.1040 | 1450  | 1.1985        | -               | -                       | -                        |
| 0.1047 | 1460  | 1.1392        | -               | -                       | -                        |
| 0.1054 | 1470  | 1.1942        | -               | -                       | -                        |
| 0.1062 | 1480  | 1.1897        | -               | -                       | -                        |
| 0.1069 | 1490  | 1.1081        | -               | -                       | -                        |
| 0.1076 | 1500  | 1.1641        | -               | -                       | -                        |
| 0.1083 | 1510  | 1.1414        | -               | -                       | -                        |
| 0.1090 | 1520  | 1.1705        | -               | -                       | -                        |
| 0.1097 | 1530  | 1.1629        | -               | -                       | -                        |
| 0.1105 | 1540  | 1.1342        | -               | -                       | -                        |
| 0.1112 | 1550  | 1.1283        | -               | -                       | -                        |
| 0.1119 | 1560  | 1.1242        | -               | -                       | -                        |
| 0.1126 | 1570  | 1.1932        | -               | -                       | -                        |
| 0.1133 | 1580  | 1.075         | -               | -                       | -                        |
| 0.1141 | 1590  | 1.1319        | -               | -                       | -                        |
| 0.1148 | 1600  | 1.2497        | -               | -                       | -                        |
| 0.1155 | 1610  | 0.9953        | -               | -                       | -                        |
| 0.1162 | 1620  | 1.1005        | -               | -                       | -                        |
| 0.1169 | 1630  | 1.0989        | -               | -                       | -                        |
| 0.1176 | 1640  | 1.0662        | -               | -                       | -                        |
| 0.1184 | 1650  | 1.1136        | -               | -                       | -                        |
| 0.1191 | 1660  | 1.129         | -               | -                       | -                        |
| 0.1198 | 1670  | 1.0414        | -               | -                       | -                        |
| 0.1205 | 1680  | 1.0026        | -               | -                       | -                        |
| 0.1212 | 1690  | 1.035         | -               | -                       | -                        |
| 0.1219 | 1700  | 1.0701        | -               | -                       | -                        |
| 0.1227 | 1710  | 1.0386        | -               | -                       | -                        |
| 0.1234 | 1720  | 1.1529        | -               | -                       | -                        |
| 0.1241 | 1730  | 1.0426        | -               | -                       | -                        |
| 0.1248 | 1740  | 1.077         | -               | -                       | -                        |
| 0.1255 | 1750  | 1.1176        | -               | -                       | -                        |
| 0.1262 | 1760  | 1.0752        | -               | -                       | -                        |
| 0.1270 | 1770  | 1.0145        | -               | -                       | -                        |
| 0.1277 | 1780  | 1.0539        | -               | -                       | -                        |
| 0.1284 | 1790  | 1.1963        | -               | -                       | -                        |
| 0.1291 | 1800  | 1.1032        | -               | -                       | -                        |
| 0.1298 | 1810  | 1.0652        | -               | -                       | -                        |
| 0.1306 | 1820  | 1.144         | -               | -                       | -                        |
| 0.1313 | 1830  | 1.1093        | -               | -                       | -                        |
| 0.1320 | 1840  | 1.0215        | -               | -                       | -                        |
| 0.1327 | 1850  | 1.152         | -               | -                       | -                        |
| 0.1334 | 1860  | 0.9941        | -               | -                       | -                        |
| 0.1341 | 1870  | 1.0329        | -               | -                       | -                        |
| 0.1349 | 1880  | 0.9976        | -               | -                       | -                        |
| 0.1356 | 1890  | 0.9901        | -               | -                       | -                        |
| 0.1363 | 1900  | 1.1014        | -               | -                       | -                        |
| 0.1370 | 1910  | 1.0418        | -               | -                       | -                        |
| 0.1377 | 1920  | 1.1701        | -               | -                       | -                        |
| 0.1384 | 1930  | 0.973         | -               | -                       | -                        |
| 0.1392 | 1940  | 1.0644        | -               | -                       | -                        |
| 0.1399 | 1950  | 1.0022        | -               | -                       | -                        |
| 0.1406 | 1960  | 0.9863        | -               | -                       | -                        |
| 0.1413 | 1970  | 0.929         | -               | -                       | -                        |
| 0.1420 | 1980  | 1.0516        | -               | -                       | -                        |
| 0.1427 | 1990  | 1.0123        | -               | -                       | -                        |
| 0.1435 | 2000  | 1.0731        | -               | -                       | -                        |
| 0.1442 | 2010  | 1.0337        | -               | -                       | -                        |
| 0.1449 | 2020  | 0.9423        | -               | -                       | -                        |
| 0.1456 | 2030  | 0.966         | -               | -                       | -                        |
| 0.1463 | 2040  | 1.046         | -               | -                       | -                        |
| 0.1470 | 2050  | 1.045         | -               | -                       | -                        |
| 0.1478 | 2060  | 0.9203        | -               | -                       | -                        |
| 0.1485 | 2070  | 0.9721        | -               | -                       | -                        |
| 0.1492 | 2080  | 1.0341        | -               | -                       | -                        |
| 0.1499 | 2090  | 1.0463        | -               | -                       | -                        |
| 0.1506 | 2100  | 1.0051        | -               | -                       | -                        |
| 0.1514 | 2110  | 1.0055        | -               | -                       | -                        |
| 0.1521 | 2120  | 0.9688        | -               | -                       | -                        |
| 0.1528 | 2130  | 1.0974        | -               | -                       | -                        |
| 0.1535 | 2140  | 0.8852        | -               | -                       | -                        |
| 0.1542 | 2150  | 1.0356        | -               | -                       | -                        |
| 0.1549 | 2160  | 0.9915        | -               | -                       | -                        |
| 0.1557 | 2170  | 0.9609        | -               | -                       | -                        |
| 0.1562 | 2178  | -             | 1.2093          | 0.7866                  | -                        |
| 0.1564 | 2180  | 1.0349        | -               | -                       | -                        |
| 0.1571 | 2190  | 0.899         | -               | -                       | -                        |
| 0.1578 | 2200  | 1.0112        | -               | -                       | -                        |
| 0.1585 | 2210  | 1.0009        | -               | -                       | -                        |
| 0.1592 | 2220  | 0.9221        | -               | -                       | -                        |
| 0.1600 | 2230  | 0.9595        | -               | -                       | -                        |
| 0.1607 | 2240  | 0.9516        | -               | -                       | -                        |
| 0.1614 | 2250  | 1.0355        | -               | -                       | -                        |
| 0.1621 | 2260  | 0.9125        | -               | -                       | -                        |
| 0.1628 | 2270  | 0.9046        | -               | -                       | -                        |
| 0.1635 | 2280  | 0.9773        | -               | -                       | -                        |
| 0.1643 | 2290  | 1.0821        | -               | -                       | -                        |
| 0.1650 | 2300  | 0.9773        | -               | -                       | -                        |
| 0.1657 | 2310  | 0.9909        | -               | -                       | -                        |
| 0.1664 | 2320  | 0.9288        | -               | -                       | -                        |
| 0.1671 | 2330  | 0.9354        | -               | -                       | -                        |
| 0.1679 | 2340  | 0.9196        | -               | -                       | -                        |
| 0.1686 | 2350  | 0.8961        | -               | -                       | -                        |
| 0.1693 | 2360  | 0.9685        | -               | -                       | -                        |
| 0.1700 | 2370  | 0.9669        | -               | -                       | -                        |
| 0.1707 | 2380  | 0.9542        | -               | -                       | -                        |
| 0.1714 | 2390  | 0.9911        | -               | -                       | -                        |
| 0.1722 | 2400  | 0.8908        | -               | -                       | -                        |
| 0.1729 | 2410  | 0.9395        | -               | -                       | -                        |
| 0.1736 | 2420  | 0.9501        | -               | -                       | -                        |
| 0.1743 | 2430  | 0.9534        | -               | -                       | -                        |
| 0.1750 | 2440  | 0.9839        | -               | -                       | -                        |
| 0.1757 | 2450  | 0.9619        | -               | -                       | -                        |
| 0.1765 | 2460  | 0.937         | -               | -                       | -                        |
| 0.1772 | 2470  | 0.8549        | -               | -                       | -                        |
| 0.1779 | 2480  | 0.9377        | -               | -                       | -                        |
| 0.1786 | 2490  | 0.8928        | -               | -                       | -                        |
| 0.1793 | 2500  | 0.8883        | -               | -                       | -                        |
| 0.1800 | 2510  | 0.9459        | -               | -                       | -                        |
| 0.1808 | 2520  | 0.8577        | -               | -                       | -                        |
| 0.1815 | 2530  | 0.8096        | -               | -                       | -                        |
| 0.1822 | 2540  | 0.8988        | -               | -                       | -                        |
| 0.1829 | 2550  | 0.9359        | -               | -                       | -                        |
| 0.1836 | 2560  | 0.944         | -               | -                       | -                        |
| 0.1843 | 2570  | 0.9284        | -               | -                       | -                        |
| 0.1851 | 2580  | 0.8583        | -               | -                       | -                        |
| 0.1858 | 2590  | 0.8604        | -               | -                       | -                        |
| 0.1865 | 2600  | 0.9531        | -               | -                       | -                        |
| 0.1872 | 2610  | 0.9074        | -               | -                       | -                        |
| 0.1879 | 2620  | 0.8655        | -               | -                       | -                        |
| 0.1887 | 2630  | 0.9546        | -               | -                       | -                        |
| 0.1894 | 2640  | 0.9259        | -               | -                       | -                        |
| 0.1901 | 2650  | 0.945         | -               | -                       | -                        |
| 0.1908 | 2660  | 0.861         | -               | -                       | -                        |
| 0.1915 | 2670  | 0.8892        | -               | -                       | -                        |
| 0.1922 | 2680  | 0.9798        | -               | -                       | -                        |
| 0.1930 | 2690  | 0.8644        | -               | -                       | -                        |
| 0.1937 | 2700  | 0.95          | -               | -                       | -                        |
| 0.1944 | 2710  | 0.931         | -               | -                       | -                        |
| 0.1951 | 2720  | 0.7496        | -               | -                       | -                        |
| 0.1958 | 2730  | 0.8855        | -               | -                       | -                        |
| 0.1965 | 2740  | 0.8926        | -               | -                       | -                        |
| 0.1973 | 2750  | 0.8792        | -               | -                       | -                        |
| 0.1980 | 2760  | 0.8397        | -               | -                       | -                        |
| 0.1987 | 2770  | 0.9355        | -               | -                       | -                        |
| 0.1994 | 2780  | 0.9362        | -               | -                       | -                        |
| 0.2001 | 2790  | 0.8009        | -               | -                       | -                        |
| 0.2008 | 2800  | 0.7962        | -               | -                       | -                        |
| 0.2016 | 2810  | 0.8475        | -               | -                       | -                        |
| 0.2023 | 2820  | 0.8982        | -               | -                       | -                        |
| 0.2030 | 2830  | 0.8046        | -               | -                       | -                        |
| 0.2037 | 2840  | 0.9624        | -               | -                       | -                        |
| 0.2044 | 2850  | 0.8324        | -               | -                       | -                        |
| 0.2052 | 2860  | 0.7491        | -               | -                       | -                        |
| 0.2059 | 2870  | 0.9558        | -               | -                       | -                        |
| 0.2066 | 2880  | 0.8514        | -               | -                       | -                        |
| 0.2073 | 2890  | 0.7838        | -               | -                       | -                        |
| 0.2080 | 2900  | 0.7808        | -               | -                       | -                        |
| 0.2087 | 2910  | 1.0037        | -               | -                       | -                        |
| 0.2095 | 2920  | 0.9283        | -               | -                       | -                        |
| 0.2102 | 2930  | 0.8422        | -               | -                       | -                        |
| 0.2109 | 2940  | 0.8594        | -               | -                       | -                        |
| 0.2116 | 2950  | 0.8546        | -               | -                       | -                        |
| 0.2123 | 2960  | 0.8496        | -               | -                       | -                        |
| 0.2130 | 2970  | 0.845         | -               | -                       | -                        |
| 0.2138 | 2980  | 0.7914        | -               | -                       | -                        |
| 0.2145 | 2990  | 0.8316        | -               | -                       | -                        |
| 0.2152 | 3000  | 0.8721        | -               | -                       | -                        |
| 0.2159 | 3010  | 0.6566        | -               | -                       | -                        |
| 0.2166 | 3020  | 0.8026        | -               | -                       | -                        |
| 0.2173 | 3030  | 0.8237        | -               | -                       | -                        |
| 0.2181 | 3040  | 0.8142        | -               | -                       | -                        |
| 0.2188 | 3050  | 0.7932        | -               | -                       | -                        |
| 0.2195 | 3060  | 0.8751        | -               | -                       | -                        |
| 0.2202 | 3070  | 0.8583        | -               | -                       | -                        |
| 0.2209 | 3080  | 0.8627        | -               | -                       | -                        |
| 0.2216 | 3090  | 0.8593        | -               | -                       | -                        |
| 0.2224 | 3100  | 0.8595        | -               | -                       | -                        |
| 0.2231 | 3110  | 0.8371        | -               | -                       | -                        |
| 0.2238 | 3120  | 0.8579        | -               | -                       | -                        |
| 0.2245 | 3130  | 0.8658        | -               | -                       | -                        |
| 0.2252 | 3140  | 0.7946        | -               | -                       | -                        |
| 0.2260 | 3150  | 0.8652        | -               | -                       | -                        |
| 0.2267 | 3160  | 0.7412        | -               | -                       | -                        |
| 0.2274 | 3170  | 0.7563        | -               | -                       | -                        |
| 0.2281 | 3180  | 0.9034        | -               | -                       | -                        |
| 0.2288 | 3190  | 0.8193        | -               | -                       | -                        |
| 0.2295 | 3200  | 0.8001        | -               | -                       | -                        |
| 0.2303 | 3210  | 0.794         | -               | -                       | -                        |
| 0.2310 | 3220  | 0.8222        | -               | -                       | -                        |
| 0.2317 | 3230  | 0.8456        | -               | -                       | -                        |
| 0.2324 | 3240  | 0.8093        | -               | -                       | -                        |
| 0.2331 | 3250  | 0.7943        | -               | -                       | -                        |
| 0.2338 | 3260  | 0.8158        | -               | -                       | -                        |
| 0.2346 | 3270  | 0.8379        | -               | -                       | -                        |
| 0.2353 | 3280  | 0.8711        | -               | -                       | -                        |
| 0.2360 | 3290  | 0.8452        | -               | -                       | -                        |
| 0.2367 | 3300  | 0.7533        | -               | -                       | -                        |
| 0.2374 | 3310  | 0.8267        | -               | -                       | -                        |
| 0.2381 | 3320  | 0.818         | -               | -                       | -                        |
| 0.2389 | 3330  | 0.8427        | -               | -                       | -                        |
| 0.2396 | 3340  | 0.7445        | -               | -                       | -                        |
| 0.2403 | 3350  | 0.8246        | -               | -                       | -                        |
| 0.2410 | 3360  | 0.8033        | -               | -                       | -                        |
| 0.2417 | 3370  | 0.8017        | -               | -                       | -                        |
| 0.2425 | 3380  | 0.7425        | -               | -                       | -                        |
| 0.2432 | 3390  | 0.8606        | -               | -                       | -                        |
| 0.2439 | 3400  | 0.7978        | -               | -                       | -                        |
| 0.2446 | 3410  | 0.8827        | -               | -                       | -                        |
| 0.2453 | 3420  | 0.7308        | -               | -                       | -                        |
| 0.2460 | 3430  | 0.819         | -               | -                       | -                        |
| 0.2468 | 3440  | 0.7908        | -               | -                       | -                        |
| 0.2475 | 3450  | 0.7302        | -               | -                       | -                        |
| 0.2482 | 3460  | 0.7982        | -               | -                       | -                        |
| 0.2489 | 3470  | 0.8015        | -               | -                       | -                        |
| 0.2496 | 3480  | 0.7676        | -               | -                       | -                        |
| 0.2503 | 3490  | 0.8107        | -               | -                       | -                        |
| 0.2511 | 3500  | 0.8125        | -               | -                       | -                        |
| 0.2518 | 3510  | 0.8307        | -               | -                       | -                        |
| 0.2525 | 3520  | 0.7488        | -               | -                       | -                        |
| 0.2532 | 3530  | 0.92          | -               | -                       | -                        |
| 0.2539 | 3540  | 0.6889        | -               | -                       | -                        |
| 0.2546 | 3550  | 0.7914        | -               | -                       | -                        |
| 0.2554 | 3560  | 0.7938        | -               | -                       | -                        |
| 0.2561 | 3570  | 0.8257        | -               | -                       | -                        |
| 0.2568 | 3580  | 0.7064        | -               | -                       | -                        |
| 0.2575 | 3590  | 0.7717        | -               | -                       | -                        |
| 0.2582 | 3600  | 0.631         | -               | -                       | -                        |
| 0.2589 | 3610  | 0.8091        | -               | -                       | -                        |
| 0.2597 | 3620  | 0.7559        | -               | -                       | -                        |
| 0.2604 | 3630  | 0.7483        | -               | -                       | -                        |
| 0.2611 | 3640  | 0.7886        | -               | -                       | -                        |
| 0.2618 | 3650  | 0.6773        | -               | -                       | -                        |
| 0.2625 | 3660  | 0.7352        | -               | -                       | -                        |
| 0.2633 | 3670  | 0.8096        | -               | -                       | -                        |
| 0.2640 | 3680  | 0.79          | -               | -                       | -                        |
| 0.2647 | 3690  | 0.6886        | -               | -                       | -                        |
| 0.2654 | 3700  | 0.7923        | -               | -                       | -                        |
| 0.2661 | 3710  | 0.7476        | -               | -                       | -                        |
| 0.2668 | 3720  | 0.8992        | -               | -                       | -                        |
| 0.2676 | 3730  | 0.733         | -               | -                       | -                        |
| 0.2683 | 3740  | 0.6898        | -               | -                       | -                        |
| 0.2690 | 3750  | 0.7969        | -               | -                       | -                        |
| 0.2697 | 3760  | 0.7556        | -               | -                       | -                        |
| 0.2704 | 3770  | 0.786         | -               | -                       | -                        |
| 0.2711 | 3780  | 0.827         | -               | -                       | -                        |
| 0.2719 | 3790  | 0.75          | -               | -                       | -                        |
| 0.2726 | 3800  | 0.7101        | -               | -                       | -                        |
| 0.2733 | 3810  | 0.8142        | -               | -                       | -                        |
| 0.2740 | 3820  | 0.7928        | -               | -                       | -                        |
| 0.2747 | 3830  | 0.788         | -               | -                       | -                        |
| 0.2754 | 3840  | 0.7075        | -               | -                       | -                        |
| 0.2762 | 3850  | 0.695         | -               | -                       | -                        |
| 0.2769 | 3860  | 0.7571        | -               | -                       | -                        |
| 0.2776 | 3870  | 0.6798        | -               | -                       | -                        |
| 0.2783 | 3880  | 0.8626        | -               | -                       | -                        |
| 0.2790 | 3890  | 0.7438        | -               | -                       | -                        |
| 0.2798 | 3900  | 0.7301        | -               | -                       | -                        |
| 0.2805 | 3910  | 0.7628        | -               | -                       | -                        |
| 0.2812 | 3920  | 0.726         | -               | -                       | -                        |
| 0.2819 | 3930  | 0.7678        | -               | -                       | -                        |
| 0.2826 | 3940  | 0.7113        | -               | -                       | -                        |
| 0.2833 | 3950  | 0.723         | -               | -                       | -                        |
| 0.2841 | 3960  | 0.771         | -               | -                       | -                        |
| 0.2848 | 3970  | 0.787         | -               | -                       | -                        |
| 0.2855 | 3980  | 0.6815        | -               | -                       | -                        |
| 0.2862 | 3990  | 0.7384        | -               | -                       | -                        |
| 0.2869 | 4000  | 0.7465        | -               | -                       | -                        |
| 0.2876 | 4010  | 0.6722        | -               | -                       | -                        |
| 0.2884 | 4020  | 0.7361        | -               | -                       | -                        |
| 0.2891 | 4030  | 0.7149        | -               | -                       | -                        |
| 0.2898 | 4040  | 0.773         | -               | -                       | -                        |
| 0.2905 | 4050  | 0.7779        | -               | -                       | -                        |
| 0.2912 | 4060  | 0.7116        | -               | -                       | -                        |
| 0.2919 | 4070  | 0.6573        | -               | -                       | -                        |
| 0.2927 | 4080  | 0.8571        | -               | -                       | -                        |
| 0.2934 | 4090  | 0.7424        | -               | -                       | -                        |
| 0.2941 | 4100  | 0.7404        | -               | -                       | -                        |
| 0.2948 | 4110  | 0.7462        | -               | -                       | -                        |
| 0.2955 | 4120  | 0.625         | -               | -                       | -                        |
| 0.2962 | 4130  | 0.7387        | -               | -                       | -                        |
| 0.2970 | 4140  | 0.7127        | -               | -                       | -                        |
| 0.2977 | 4150  | 0.7645        | -               | -                       | -                        |
| 0.2984 | 4160  | 0.7598        | -               | -                       | -                        |
| 0.2991 | 4170  | 0.649         | -               | -                       | -                        |
| 0.2998 | 4180  | 0.7683        | -               | -                       | -                        |
| 0.3006 | 4190  | 0.6465        | -               | -                       | -                        |
| 0.3013 | 4200  | 0.7598        | -               | -                       | -                        |
| 0.3020 | 4210  | 0.7458        | -               | -                       | -                        |
| 0.3027 | 4220  | 0.7207        | -               | -                       | -                        |
| 0.3034 | 4230  | 0.6873        | -               | -                       | -                        |
| 0.3041 | 4240  | 0.7018        | -               | -                       | -                        |
| 0.3049 | 4250  | 0.7524        | -               | -                       | -                        |
| 0.3056 | 4260  | 0.6823        | -               | -                       | -                        |
| 0.3063 | 4270  | 0.5722        | -               | -                       | -                        |
| 0.3070 | 4280  | 0.7361        | -               | -                       | -                        |
| 0.3077 | 4290  | 0.7342        | -               | -                       | -                        |
| 0.3084 | 4300  | 0.6414        | -               | -                       | -                        |
| 0.3092 | 4310  | 0.6505        | -               | -                       | -                        |
| 0.3099 | 4320  | 0.7799        | -               | -                       | -                        |
| 0.3106 | 4330  | 0.7294        | -               | -                       | -                        |
| 0.3113 | 4340  | 0.6403        | -               | -                       | -                        |
| 0.3120 | 4350  | 0.7521        | -               | -                       | -                        |
| 0.3125 | 4356  | -             | 0.9868          | 0.7972                  | -                        |
| 0.3127 | 4360  | 0.7467        | -               | -                       | -                        |
| 0.3135 | 4370  | 0.7838        | -               | -                       | -                        |
| 0.3142 | 4380  | 0.683         | -               | -                       | -                        |
| 0.3149 | 4390  | 0.7511        | -               | -                       | -                        |
| 0.3156 | 4400  | 0.6735        | -               | -                       | -                        |
| 0.3163 | 4410  | 0.7084        | -               | -                       | -                        |
| 0.3171 | 4420  | 0.7538        | -               | -                       | -                        |
| 0.3178 | 4430  | 0.8077        | -               | -                       | -                        |
| 0.3185 | 4440  | 0.7891        | -               | -                       | -                        |
| 0.3192 | 4450  | 0.6701        | -               | -                       | -                        |
| 0.3199 | 4460  | 0.7232        | -               | -                       | -                        |
| 0.3206 | 4470  | 0.787         | -               | -                       | -                        |
| 0.3214 | 4480  | 0.6689        | -               | -                       | -                        |
| 0.3221 | 4490  | 0.7594        | -               | -                       | -                        |
| 0.3228 | 4500  | 0.75          | -               | -                       | -                        |
| 0.3235 | 4510  | 0.6784        | -               | -                       | -                        |
| 0.3242 | 4520  | 0.7004        | -               | -                       | -                        |
| 0.3249 | 4530  | 0.7308        | -               | -                       | -                        |
| 0.3257 | 4540  | 0.752         | -               | -                       | -                        |
| 0.3264 | 4550  | 0.7164        | -               | -                       | -                        |
| 0.3271 | 4560  | 0.6964        | -               | -                       | -                        |
| 0.3278 | 4570  | 0.7029        | -               | -                       | -                        |
| 0.3285 | 4580  | 0.6584        | -               | -                       | -                        |
| 0.3292 | 4590  | 0.6218        | -               | -                       | -                        |
| 0.3300 | 4600  | 0.779         | -               | -                       | -                        |
| 0.3307 | 4610  | 0.6442        | -               | -                       | -                        |
| 0.3314 | 4620  | 0.6317        | -               | -                       | -                        |
| 0.3321 | 4630  | 0.6734        | -               | -                       | -                        |
| 0.3328 | 4640  | 0.7953        | -               | -                       | -                        |
| 0.3335 | 4650  | 0.6617        | -               | -                       | -                        |
| 0.3343 | 4660  | 0.6404        | -               | -                       | -                        |
| 0.3350 | 4670  | 0.6407        | -               | -                       | -                        |
| 0.3357 | 4680  | 0.6547        | -               | -                       | -                        |
| 0.3364 | 4690  | 0.7249        | -               | -                       | -                        |
| 0.3371 | 4700  | 0.7525        | -               | -                       | -                        |
| 0.3379 | 4710  | 0.7395        | -               | -                       | -                        |
| 0.3386 | 4720  | 0.6307        | -               | -                       | -                        |
| 0.3393 | 4730  | 0.6092        | -               | -                       | -                        |
| 0.3400 | 4740  | 0.6135        | -               | -                       | -                        |
| 0.3407 | 4750  | 0.7408        | -               | -                       | -                        |
| 0.3414 | 4760  | 0.6585        | -               | -                       | -                        |
| 0.3422 | 4770  | 0.6396        | -               | -                       | -                        |
| 0.3429 | 4780  | 0.6022        | -               | -                       | -                        |
| 0.3436 | 4790  | 0.6295        | -               | -                       | -                        |
| 0.3443 | 4800  | 0.8024        | -               | -                       | -                        |
| 0.3450 | 4810  | 0.6866        | -               | -                       | -                        |
| 0.3457 | 4820  | 0.5793        | -               | -                       | -                        |
| 0.3465 | 4830  | 0.6637        | -               | -                       | -                        |
| 0.3472 | 4840  | 0.6971        | -               | -                       | -                        |
| 0.3479 | 4850  | 0.6391        | -               | -                       | -                        |
| 0.3486 | 4860  | 0.7           | -               | -                       | -                        |
| 0.3493 | 4870  | 0.6213        | -               | -                       | -                        |
| 0.3500 | 4880  | 0.6752        | -               | -                       | -                        |
| 0.3508 | 4890  | 0.6263        | -               | -                       | -                        |
| 0.3515 | 4900  | 0.6575        | -               | -                       | -                        |
| 0.3522 | 4910  | 0.6694        | -               | -                       | -                        |
| 0.3529 | 4920  | 0.6498        | -               | -                       | -                        |
| 0.3536 | 4930  | 0.6279        | -               | -                       | -                        |
| 0.3544 | 4940  | 0.7128        | -               | -                       | -                        |
| 0.3551 | 4950  | 0.6603        | -               | -                       | -                        |
| 0.3558 | 4960  | 0.6351        | -               | -                       | -                        |
| 0.3565 | 4970  | 0.6578        | -               | -                       | -                        |
| 0.3572 | 4980  | 0.6546        | -               | -                       | -                        |
| 0.3579 | 4990  | 0.7007        | -               | -                       | -                        |
| 0.3587 | 5000  | 0.6485        | -               | -                       | -                        |
| 0.3594 | 5010  | 0.6139        | -               | -                       | -                        |
| 0.3601 | 5020  | 0.6885        | -               | -                       | -                        |
| 0.3608 | 5030  | 0.6312        | -               | -                       | -                        |
| 0.3615 | 5040  | 0.5633        | -               | -                       | -                        |
| 0.3622 | 5050  | 0.6518        | -               | -                       | -                        |
| 0.3630 | 5060  | 0.7098        | -               | -                       | -                        |
| 0.3637 | 5070  | 0.583         | -               | -                       | -                        |
| 0.3644 | 5080  | 0.5949        | -               | -                       | -                        |
| 0.3651 | 5090  | 0.7185        | -               | -                       | -                        |
| 0.3658 | 5100  | 0.6777        | -               | -                       | -                        |
| 0.3665 | 5110  | 0.6809        | -               | -                       | -                        |
| 0.3673 | 5120  | 0.6909        | -               | -                       | -                        |
| 0.3680 | 5130  | 0.6251        | -               | -                       | -                        |
| 0.3687 | 5140  | 0.6099        | -               | -                       | -                        |
| 0.3694 | 5150  | 0.6659        | -               | -                       | -                        |
| 0.3701 | 5160  | 0.6516        | -               | -                       | -                        |
| 0.3708 | 5170  | 0.664         | -               | -                       | -                        |
| 0.3716 | 5180  | 0.6589        | -               | -                       | -                        |
| 0.3723 | 5190  | 0.6371        | -               | -                       | -                        |
| 0.3730 | 5200  | 0.6692        | -               | -                       | -                        |
| 0.3737 | 5210  | 0.6228        | -               | -                       | -                        |
| 0.3744 | 5220  | 0.6432        | -               | -                       | -                        |
| 0.3752 | 5230  | 0.6663        | -               | -                       | -                        |
| 0.3759 | 5240  | 0.6402        | -               | -                       | -                        |
| 0.3766 | 5250  | 0.5334        | -               | -                       | -                        |
| 0.3773 | 5260  | 0.6676        | -               | -                       | -                        |
| 0.3780 | 5270  | 0.6822        | -               | -                       | -                        |
| 0.3787 | 5280  | 0.5719        | -               | -                       | -                        |
| 0.3795 | 5290  | 0.6703        | -               | -                       | -                        |
| 0.3802 | 5300  | 0.6444        | -               | -                       | -                        |
| 0.3809 | 5310  | 0.6299        | -               | -                       | -                        |
| 0.3816 | 5320  | 0.6906        | -               | -                       | -                        |
| 0.3823 | 5330  | 0.5978        | -               | -                       | -                        |
| 0.3830 | 5340  | 0.6278        | -               | -                       | -                        |
| 0.3838 | 5350  | 0.6683        | -               | -                       | -                        |
| 0.3845 | 5360  | 0.5997        | -               | -                       | -                        |
| 0.3852 | 5370  | 0.6662        | -               | -                       | -                        |
| 0.3859 | 5380  | 0.6641        | -               | -                       | -                        |
| 0.3866 | 5390  | 0.6498        | -               | -                       | -                        |
| 0.3873 | 5400  | 0.6363        | -               | -                       | -                        |
| 0.3881 | 5410  | 0.6324        | -               | -                       | -                        |
| 0.3888 | 5420  | 0.6702        | -               | -                       | -                        |
| 0.3895 | 5430  | 0.6308        | -               | -                       | -                        |
| 0.3902 | 5440  | 0.6571        | -               | -                       | -                        |
| 0.3909 | 5450  | 0.6408        | -               | -                       | -                        |
| 0.3917 | 5460  | 0.6606        | -               | -                       | -                        |
| 0.3924 | 5470  | 0.6572        | -               | -                       | -                        |
| 0.3931 | 5480  | 0.624         | -               | -                       | -                        |
| 0.3938 | 5490  | 0.5959        | -               | -                       | -                        |
| 0.3945 | 5500  | 0.5782        | -               | -                       | -                        |
| 0.3952 | 5510  | 0.6109        | -               | -                       | -                        |
| 0.3960 | 5520  | 0.6388        | -               | -                       | -                        |
| 0.3967 | 5530  | 0.7233        | -               | -                       | -                        |
| 0.3974 | 5540  | 0.6029        | -               | -                       | -                        |
| 0.3981 | 5550  | 0.6285        | -               | -                       | -                        |
| 0.3988 | 5560  | 0.6243        | -               | -                       | -                        |
| 0.3995 | 5570  | 0.6196        | -               | -                       | -                        |
| 0.4003 | 5580  | 0.579         | -               | -                       | -                        |
| 0.4010 | 5590  | 0.5563        | -               | -                       | -                        |
| 0.4017 | 5600  | 0.5994        | -               | -                       | -                        |
| 0.4024 | 5610  | 0.6865        | -               | -                       | -                        |
| 0.4031 | 5620  | 0.6909        | -               | -                       | -                        |
| 0.4038 | 5630  | 0.6201        | -               | -                       | -                        |
| 0.4046 | 5640  | 0.5478        | -               | -                       | -                        |
| 0.4053 | 5650  | 0.6121        | -               | -                       | -                        |
| 0.4060 | 5660  | 0.5546        | -               | -                       | -                        |
| 0.4067 | 5670  | 0.6614        | -               | -                       | -                        |
| 0.4074 | 5680  | 0.657         | -               | -                       | -                        |
| 0.4081 | 5690  | 0.6096        | -               | -                       | -                        |
| 0.4089 | 5700  | 0.6035        | -               | -                       | -                        |
| 0.4096 | 5710  | 0.605         | -               | -                       | -                        |
| 0.4103 | 5720  | 0.5959        | -               | -                       | -                        |
| 0.4110 | 5730  | 0.6696        | -               | -                       | -                        |
| 0.4117 | 5740  | 0.5671        | -               | -                       | -                        |
| 0.4125 | 5750  | 0.6159        | -               | -                       | -                        |
| 0.4132 | 5760  | 0.64          | -               | -                       | -                        |
| 0.4139 | 5770  | 0.5673        | -               | -                       | -                        |
| 0.4146 | 5780  | 0.6086        | -               | -                       | -                        |
| 0.4153 | 5790  | 0.5885        | -               | -                       | -                        |
| 0.4160 | 5800  | 0.5774        | -               | -                       | -                        |
| 0.4168 | 5810  | 0.6652        | -               | -                       | -                        |
| 0.4175 | 5820  | 0.7244        | -               | -                       | -                        |
| 0.4182 | 5830  | 0.6169        | -               | -                       | -                        |
| 0.4189 | 5840  | 0.612         | -               | -                       | -                        |
| 0.4196 | 5850  | 0.6474        | -               | -                       | -                        |
| 0.4203 | 5860  | 0.6296        | -               | -                       | -                        |
| 0.4211 | 5870  | 0.6413        | -               | -                       | -                        |
| 0.4218 | 5880  | 0.5958        | -               | -                       | -                        |
| 0.4225 | 5890  | 0.7245        | -               | -                       | -                        |
| 0.4232 | 5900  | 0.6638        | -               | -                       | -                        |
| 0.4239 | 5910  | 0.6368        | -               | -                       | -                        |
| 0.4246 | 5920  | 0.4921        | -               | -                       | -                        |
| 0.4254 | 5930  | 0.5735        | -               | -                       | -                        |
| 0.4261 | 5940  | 0.6299        | -               | -                       | -                        |
| 0.4268 | 5950  | 0.6276        | -               | -                       | -                        |
| 0.4275 | 5960  | 0.6121        | -               | -                       | -                        |
| 0.4282 | 5970  | 0.6351        | -               | -                       | -                        |
| 0.4290 | 5980  | 0.6644        | -               | -                       | -                        |
| 0.4297 | 5990  | 0.5185        | -               | -                       | -                        |
| 0.4304 | 6000  | 0.6165        | -               | -                       | -                        |
| 0.4311 | 6010  | 0.6107        | -               | -                       | -                        |
| 0.4318 | 6020  | 0.5443        | -               | -                       | -                        |
| 0.4325 | 6030  | 0.6167        | -               | -                       | -                        |
| 0.4333 | 6040  | 0.58          | -               | -                       | -                        |
| 0.4340 | 6050  | 0.5833        | -               | -                       | -                        |
| 0.4347 | 6060  | 0.6181        | -               | -                       | -                        |
| 0.4354 | 6070  | 0.574         | -               | -                       | -                        |
| 0.4361 | 6080  | 0.5628        | -               | -                       | -                        |
| 0.4368 | 6090  | 0.6423        | -               | -                       | -                        |
| 0.4376 | 6100  | 0.6041        | -               | -                       | -                        |
| 0.4383 | 6110  | 0.596         | -               | -                       | -                        |
| 0.4390 | 6120  | 0.5613        | -               | -                       | -                        |
| 0.4397 | 6130  | 0.5559        | -               | -                       | -                        |
| 0.4404 | 6140  | 0.64          | -               | -                       | -                        |
| 0.4411 | 6150  | 0.5376        | -               | -                       | -                        |
| 0.4419 | 6160  | 0.5798        | -               | -                       | -                        |
| 0.4426 | 6170  | 0.5994        | -               | -                       | -                        |
| 0.4433 | 6180  | 0.6344        | -               | -                       | -                        |
| 0.4440 | 6190  | 0.6665        | -               | -                       | -                        |
| 0.4447 | 6200  | 0.4965        | -               | -                       | -                        |
| 0.4454 | 6210  | 0.5973        | -               | -                       | -                        |
| 0.4462 | 6220  | 0.5608        | -               | -                       | -                        |
| 0.4469 | 6230  | 0.6146        | -               | -                       | -                        |
| 0.4476 | 6240  | 0.5945        | -               | -                       | -                        |
| 0.4483 | 6250  | 0.5044        | -               | -                       | -                        |
| 0.4490 | 6260  | 0.6034        | -               | -                       | -                        |
| 0.4498 | 6270  | 0.6141        | -               | -                       | -                        |
| 0.4505 | 6280  | 0.5858        | -               | -                       | -                        |
| 0.4512 | 6290  | 0.5974        | -               | -                       | -                        |
| 0.4519 | 6300  | 0.6554        | -               | -                       | -                        |
| 0.4526 | 6310  | 0.5202        | -               | -                       | -                        |
| 0.4533 | 6320  | 0.5724        | -               | -                       | -                        |
| 0.4541 | 6330  | 0.6492        | -               | -                       | -                        |
| 0.4548 | 6340  | 0.5159        | -               | -                       | -                        |
| 0.4555 | 6350  | 0.5591        | -               | -                       | -                        |
| 0.4562 | 6360  | 0.6472        | -               | -                       | -                        |
| 0.4569 | 6370  | 0.6088        | -               | -                       | -                        |
| 0.4576 | 6380  | 0.6208        | -               | -                       | -                        |
| 0.4584 | 6390  | 0.6376        | -               | -                       | -                        |
| 0.4591 | 6400  | 0.572         | -               | -                       | -                        |
| 0.4598 | 6410  | 0.5349        | -               | -                       | -                        |
| 0.4605 | 6420  | 0.5964        | -               | -                       | -                        |
| 0.4612 | 6430  | 0.5505        | -               | -                       | -                        |
| 0.4619 | 6440  | 0.6732        | -               | -                       | -                        |
| 0.4627 | 6450  | 0.6193        | -               | -                       | -                        |
| 0.4634 | 6460  | 0.5998        | -               | -                       | -                        |
| 0.4641 | 6470  | 0.6722        | -               | -                       | -                        |
| 0.4648 | 6480  | 0.562         | -               | -                       | -                        |
| 0.4655 | 6490  | 0.6163        | -               | -                       | -                        |
| 0.4663 | 6500  | 0.6194        | -               | -                       | -                        |
| 0.4670 | 6510  | 0.6307        | -               | -                       | -                        |
| 0.4677 | 6520  | 0.6048        | -               | -                       | -                        |
| 0.4684 | 6530  | 0.6088        | -               | -                       | -                        |
| 0.4687 | 6534  | -             | 0.8857          | 0.8003                  | -                        |
| 0.4691 | 6540  | 0.5555        | -               | -                       | -                        |
| 0.4698 | 6550  | 0.5695        | -               | -                       | -                        |
| 0.4706 | 6560  | 0.5297        | -               | -                       | -                        |
| 0.4713 | 6570  | 0.5887        | -               | -                       | -                        |
| 0.4720 | 6580  | 0.5488        | -               | -                       | -                        |
| 0.4727 | 6590  | 0.5199        | -               | -                       | -                        |
| 0.4734 | 6600  | 0.6172        | -               | -                       | -                        |
| 0.4741 | 6610  | 0.6275        | -               | -                       | -                        |
| 0.4749 | 6620  | 0.552         | -               | -                       | -                        |
| 0.4756 | 6630  | 0.5625        | -               | -                       | -                        |
| 0.4763 | 6640  | 0.6341        | -               | -                       | -                        |
| 0.4770 | 6650  | 0.624         | -               | -                       | -                        |
| 0.4777 | 6660  | 0.5949        | -               | -                       | -                        |
| 0.4784 | 6670  | 0.592         | -               | -                       | -                        |
| 0.4792 | 6680  | 0.63          | -               | -                       | -                        |
| 0.4799 | 6690  | 0.539         | -               | -                       | -                        |
| 0.4806 | 6700  | 0.4893        | -               | -                       | -                        |
| 0.4813 | 6710  | 0.5384        | -               | -                       | -                        |
| 0.4820 | 6720  | 0.6262        | -               | -                       | -                        |
| 0.4827 | 6730  | 0.5817        | -               | -                       | -                        |
| 0.4835 | 6740  | 0.5142        | -               | -                       | -                        |
| 0.4842 | 6750  | 0.6155        | -               | -                       | -                        |
| 0.4849 | 6760  | 0.6046        | -               | -                       | -                        |
| 0.4856 | 6770  | 0.5208        | -               | -                       | -                        |
| 0.4863 | 6780  | 0.5693        | -               | -                       | -                        |
| 0.4871 | 6790  | 0.5925        | -               | -                       | -                        |
| 0.4878 | 6800  | 0.5335        | -               | -                       | -                        |
| 0.4885 | 6810  | 0.5036        | -               | -                       | -                        |
| 0.4892 | 6820  | 0.6136        | -               | -                       | -                        |
| 0.4899 | 6830  | 0.5461        | -               | -                       | -                        |
| 0.4906 | 6840  | 0.5427        | -               | -                       | -                        |
| 0.4914 | 6850  | 0.6388        | -               | -                       | -                        |
| 0.4921 | 6860  | 0.5486        | -               | -                       | -                        |
| 0.4928 | 6870  | 0.5807        | -               | -                       | -                        |
| 0.4935 | 6880  | 0.5927        | -               | -                       | -                        |
| 0.4942 | 6890  | 0.5138        | -               | -                       | -                        |
| 0.4949 | 6900  | 0.5692        | -               | -                       | -                        |
| 0.4957 | 6910  | 0.512         | -               | -                       | -                        |
| 0.4964 | 6920  | 0.6018        | -               | -                       | -                        |
| 0.4971 | 6930  | 0.5529        | -               | -                       | -                        |
| 0.4978 | 6940  | 0.5709        | -               | -                       | -                        |
| 0.4985 | 6950  | 0.5649        | -               | -                       | -                        |
| 0.4992 | 6960  | 0.6347        | -               | -                       | -                        |
| 0.5000 | 6970  | 0.6457        | -               | -                       | -                        |
| 0.5007 | 6980  | 0.493         | -               | -                       | -                        |
| 0.5014 | 6990  | 0.5897        | -               | -                       | -                        |
| 0.5021 | 7000  | 0.5963        | -               | -                       | -                        |
| 0.5028 | 7010  | 0.5828        | -               | -                       | -                        |
| 0.5036 | 7020  | 0.4462        | -               | -                       | -                        |
| 0.5043 | 7030  | 0.5167        | -               | -                       | -                        |
| 0.5050 | 7040  | 0.6401        | -               | -                       | -                        |
| 0.5057 | 7050  | 0.5416        | -               | -                       | -                        |
| 0.5064 | 7060  | 0.5534        | -               | -                       | -                        |
| 0.5071 | 7070  | 0.5706        | -               | -                       | -                        |
| 0.5079 | 7080  | 0.6137        | -               | -                       | -                        |
| 0.5086 | 7090  | 0.5938        | -               | -                       | -                        |
| 0.5093 | 7100  | 0.5648        | -               | -                       | -                        |
| 0.5100 | 7110  | 0.4971        | -               | -                       | -                        |
| 0.5107 | 7120  | 0.604         | -               | -                       | -                        |
| 0.5114 | 7130  | 0.5265        | -               | -                       | -                        |
| 0.5122 | 7140  | 0.6485        | -               | -                       | -                        |
| 0.5129 | 7150  | 0.4953        | -               | -                       | -                        |
| 0.5136 | 7160  | 0.556         | -               | -                       | -                        |
| 0.5143 | 7170  | 0.5575        | -               | -                       | -                        |
| 0.5150 | 7180  | 0.5176        | -               | -                       | -                        |
| 0.5157 | 7190  | 0.5259        | -               | -                       | -                        |
| 0.5165 | 7200  | 0.6056        | -               | -                       | -                        |
| 0.5172 | 7210  | 0.6033        | -               | -                       | -                        |
| 0.5179 | 7220  | 0.5388        | -               | -                       | -                        |
| 0.5186 | 7230  | 0.4771        | -               | -                       | -                        |
| 0.5193 | 7240  | 0.5286        | -               | -                       | -                        |
| 0.5200 | 7250  | 0.522         | -               | -                       | -                        |
| 0.5208 | 7260  | 0.5192        | -               | -                       | -                        |
| 0.5215 | 7270  | 0.4642        | -               | -                       | -                        |
| 0.5222 | 7280  | 0.5815        | -               | -                       | -                        |
| 0.5229 | 7290  | 0.5689        | -               | -                       | -                        |
| 0.5236 | 7300  | 0.5474        | -               | -                       | -                        |
| 0.5244 | 7310  | 0.5578        | -               | -                       | -                        |
| 0.5251 | 7320  | 0.5625        | -               | -                       | -                        |
| 0.5258 | 7330  | 0.5808        | -               | -                       | -                        |
| 0.5265 | 7340  | 0.4624        | -               | -                       | -                        |
| 0.5272 | 7350  | 0.5725        | -               | -                       | -                        |
| 0.5279 | 7360  | 0.5179        | -               | -                       | -                        |
| 0.5287 | 7370  | 0.5718        | -               | -                       | -                        |
| 0.5294 | 7380  | 0.5296        | -               | -                       | -                        |
| 0.5301 | 7390  | 0.6168        | -               | -                       | -                        |
| 0.5308 | 7400  | 0.5107        | -               | -                       | -                        |
| 0.5315 | 7410  | 0.4983        | -               | -                       | -                        |
| 0.5322 | 7420  | 0.5214        | -               | -                       | -                        |
| 0.5330 | 7430  | 0.6323        | -               | -                       | -                        |
| 0.5337 | 7440  | 0.5855        | -               | -                       | -                        |
| 0.5344 | 7450  | 0.4729        | -               | -                       | -                        |
| 0.5351 | 7460  | 0.4938        | -               | -                       | -                        |
| 0.5358 | 7470  | 0.553         | -               | -                       | -                        |
| 0.5365 | 7480  | 0.5566        | -               | -                       | -                        |
| 0.5373 | 7490  | 0.5617        | -               | -                       | -                        |
| 0.5380 | 7500  | 0.5156        | -               | -                       | -                        |
| 0.5387 | 7510  | 0.4875        | -               | -                       | -                        |
| 0.5394 | 7520  | 0.5156        | -               | -                       | -                        |
| 0.5401 | 7530  | 0.4714        | -               | -                       | -                        |
| 0.5409 | 7540  | 0.4578        | -               | -                       | -                        |
| 0.5416 | 7550  | 0.5131        | -               | -                       | -                        |
| 0.5423 | 7560  | 0.5552        | -               | -                       | -                        |
| 0.5430 | 7570  | 0.5136        | -               | -                       | -                        |
| 0.5437 | 7580  | 0.4777        | -               | -                       | -                        |
| 0.5444 | 7590  | 0.5379        | -               | -                       | -                        |
| 0.5452 | 7600  | 0.6732        | -               | -                       | -                        |
| 0.5459 | 7610  | 0.5154        | -               | -                       | -                        |
| 0.5466 | 7620  | 0.5178        | -               | -                       | -                        |
| 0.5473 | 7630  | 0.5495        | -               | -                       | -                        |
| 0.5480 | 7640  | 0.5128        | -               | -                       | -                        |
| 0.5487 | 7650  | 0.5204        | -               | -                       | -                        |
| 0.5495 | 7660  | 0.5271        | -               | -                       | -                        |
| 0.5502 | 7670  | 0.5384        | -               | -                       | -                        |
| 0.5509 | 7680  | 0.6433        | -               | -                       | -                        |
| 0.5516 | 7690  | 0.4918        | -               | -                       | -                        |
| 0.5523 | 7700  | 0.4363        | -               | -                       | -                        |
| 0.5530 | 7710  | 0.5323        | -               | -                       | -                        |
| 0.5538 | 7720  | 0.5474        | -               | -                       | -                        |
| 0.5545 | 7730  | 0.5893        | -               | -                       | -                        |
| 0.5552 | 7740  | 0.5152        | -               | -                       | -                        |
| 0.5559 | 7750  | 0.508         | -               | -                       | -                        |
| 0.5566 | 7760  | 0.5241        | -               | -                       | -                        |
| 0.5573 | 7770  | 0.533         | -               | -                       | -                        |
| 0.5581 | 7780  | 0.5551        | -               | -                       | -                        |
| 0.5588 | 7790  | 0.5938        | -               | -                       | -                        |
| 0.5595 | 7800  | 0.5727        | -               | -                       | -                        |
| 0.5602 | 7810  | 0.5684        | -               | -                       | -                        |
| 0.5609 | 7820  | 0.4587        | -               | -                       | -                        |
| 0.5617 | 7830  | 0.5074        | -               | -                       | -                        |
| 0.5624 | 7840  | 0.5415        | -               | -                       | -                        |
| 0.5631 | 7850  | 0.5848        | -               | -                       | -                        |
| 0.5638 | 7860  | 0.5041        | -               | -                       | -                        |
| 0.5645 | 7870  | 0.5171        | -               | -                       | -                        |
| 0.5652 | 7880  | 0.4854        | -               | -                       | -                        |
| 0.5660 | 7890  | 0.4966        | -               | -                       | -                        |
| 0.5667 | 7900  | 0.5987        | -               | -                       | -                        |
| 0.5674 | 7910  | 0.4858        | -               | -                       | -                        |
| 0.5681 | 7920  | 0.5706        | -               | -                       | -                        |
| 0.5688 | 7930  | 0.5498        | -               | -                       | -                        |
| 0.5695 | 7940  | 0.5368        | -               | -                       | -                        |
| 0.5703 | 7950  | 0.4902        | -               | -                       | -                        |
| 0.5710 | 7960  | 0.5596        | -               | -                       | -                        |
| 0.5717 | 7970  | 0.5445        | -               | -                       | -                        |
| 0.5724 | 7980  | 0.5594        | -               | -                       | -                        |
| 0.5731 | 7990  | 0.4938        | -               | -                       | -                        |
| 0.5738 | 8000  | 0.5387        | -               | -                       | -                        |
| 0.5746 | 8010  | 0.5252        | -               | -                       | -                        |
| 0.5753 | 8020  | 0.4954        | -               | -                       | -                        |
| 0.5760 | 8030  | 0.5151        | -               | -                       | -                        |
| 0.5767 | 8040  | 0.4807        | -               | -                       | -                        |
| 0.5774 | 8050  | 0.529         | -               | -                       | -                        |
| 0.5782 | 8060  | 0.5128        | -               | -                       | -                        |
| 0.5789 | 8070  | 0.5226        | -               | -                       | -                        |
| 0.5796 | 8080  | 0.5176        | -               | -                       | -                        |
| 0.5803 | 8090  | 0.5473        | -               | -                       | -                        |
| 0.5810 | 8100  | 0.4694        | -               | -                       | -                        |
| 0.5817 | 8110  | 0.6168        | -               | -                       | -                        |
| 0.5825 | 8120  | 0.5293        | -               | -                       | -                        |
| 0.5832 | 8130  | 0.4965        | -               | -                       | -                        |
| 0.5839 | 8140  | 0.5242        | -               | -                       | -                        |
| 0.5846 | 8150  | 0.544         | -               | -                       | -                        |
| 0.5853 | 8160  | 0.5377        | -               | -                       | -                        |
| 0.5860 | 8170  | 0.4485        | -               | -                       | -                        |
| 0.5868 | 8180  | 0.5069        | -               | -                       | -                        |
| 0.5875 | 8190  | 0.5158        | -               | -                       | -                        |
| 0.5882 | 8200  | 0.4719        | -               | -                       | -                        |
| 0.5889 | 8210  | 0.51          | -               | -                       | -                        |
| 0.5896 | 8220  | 0.5616        | -               | -                       | -                        |
| 0.5903 | 8230  | 0.5371        | -               | -                       | -                        |
| 0.5911 | 8240  | 0.5196        | -               | -                       | -                        |
| 0.5918 | 8250  | 0.5522        | -               | -                       | -                        |
| 0.5925 | 8260  | 0.5521        | -               | -                       | -                        |
| 0.5932 | 8270  | 0.5324        | -               | -                       | -                        |
| 0.5939 | 8280  | 0.5127        | -               | -                       | -                        |
| 0.5946 | 8290  | 0.5323        | -               | -                       | -                        |
| 0.5954 | 8300  | 0.537         | -               | -                       | -                        |
| 0.5961 | 8310  | 0.4763        | -               | -                       | -                        |
| 0.5968 | 8320  | 0.5378        | -               | -                       | -                        |
| 0.5975 | 8330  | 0.5467        | -               | -                       | -                        |
| 0.5982 | 8340  | 0.4638        | -               | -                       | -                        |
| 0.5990 | 8350  | 0.4969        | -               | -                       | -                        |
| 0.5997 | 8360  | 0.4733        | -               | -                       | -                        |
| 0.6004 | 8370  | 0.5341        | -               | -                       | -                        |
| 0.6011 | 8380  | 0.5129        | -               | -                       | -                        |
| 0.6018 | 8390  | 0.5206        | -               | -                       | -                        |
| 0.6025 | 8400  | 0.5235        | -               | -                       | -                        |
| 0.6033 | 8410  | 0.5429        | -               | -                       | -                        |
| 0.6040 | 8420  | 0.5091        | -               | -                       | -                        |
| 0.6047 | 8430  | 0.4689        | -               | -                       | -                        |
| 0.6054 | 8440  | 0.4554        | -               | -                       | -                        |
| 0.6061 | 8450  | 0.5019        | -               | -                       | -                        |
| 0.6068 | 8460  | 0.5153        | -               | -                       | -                        |
| 0.6076 | 8470  | 0.6021        | -               | -                       | -                        |
| 0.6083 | 8480  | 0.4634        | -               | -                       | -                        |
| 0.6090 | 8490  | 0.4937        | -               | -                       | -                        |
| 0.6097 | 8500  | 0.5063        | -               | -                       | -                        |
| 0.6104 | 8510  | 0.516         | -               | -                       | -                        |
| 0.6111 | 8520  | 0.5554        | -               | -                       | -                        |
| 0.6119 | 8530  | 0.5347        | -               | -                       | -                        |
| 0.6126 | 8540  | 0.5134        | -               | -                       | -                        |
| 0.6133 | 8550  | 0.5225        | -               | -                       | -                        |
| 0.6140 | 8560  | 0.4929        | -               | -                       | -                        |
| 0.6147 | 8570  | 0.5203        | -               | -                       | -                        |
| 0.6155 | 8580  | 0.497         | -               | -                       | -                        |
| 0.6162 | 8590  | 0.5288        | -               | -                       | -                        |
| 0.6169 | 8600  | 0.5209        | -               | -                       | -                        |
| 0.6176 | 8610  | 0.507         | -               | -                       | -                        |
| 0.6183 | 8620  | 0.5293        | -               | -                       | -                        |
| 0.6190 | 8630  | 0.5167        | -               | -                       | -                        |
| 0.6198 | 8640  | 0.5352        | -               | -                       | -                        |
| 0.6205 | 8650  | 0.5578        | -               | -                       | -                        |
| 0.6212 | 8660  | 0.5579        | -               | -                       | -                        |
| 0.6219 | 8670  | 0.5713        | -               | -                       | -                        |
| 0.6226 | 8680  | 0.4888        | -               | -                       | -                        |
| 0.6233 | 8690  | 0.4801        | -               | -                       | -                        |
| 0.6241 | 8700  | 0.4636        | -               | -                       | -                        |
| 0.6248 | 8710  | 0.5466        | -               | -                       | -                        |
| 0.6249 | 8712  | -             | 0.8224          | 0.8066                  | -                        |
| 0.6255 | 8720  | 0.5104        | -               | -                       | -                        |
| 0.6262 | 8730  | 0.5216        | -               | -                       | -                        |
| 0.6269 | 8740  | 0.5057        | -               | -                       | -                        |
| 0.6276 | 8750  | 0.5063        | -               | -                       | -                        |
| 0.6284 | 8760  | 0.4317        | -               | -                       | -                        |
| 0.6291 | 8770  | 0.5023        | -               | -                       | -                        |
| 0.6298 | 8780  | 0.496         | -               | -                       | -                        |
| 0.6305 | 8790  | 0.5099        | -               | -                       | -                        |
| 0.6312 | 8800  | 0.5356        | -               | -                       | -                        |
| 0.6319 | 8810  | 0.5398        | -               | -                       | -                        |
| 0.6327 | 8820  | 0.476         | -               | -                       | -                        |
| 0.6334 | 8830  | 0.4993        | -               | -                       | -                        |
| 0.6341 | 8840  | 0.4822        | -               | -                       | -                        |
| 0.6348 | 8850  | 0.4718        | -               | -                       | -                        |
| 0.6355 | 8860  | 0.4758        | -               | -                       | -                        |
| 0.6363 | 8870  | 0.5065        | -               | -                       | -                        |
| 0.6370 | 8880  | 0.5102        | -               | -                       | -                        |
| 0.6377 | 8890  | 0.4447        | -               | -                       | -                        |
| 0.6384 | 8900  | 0.546         | -               | -                       | -                        |
| 0.6391 | 8910  | 0.5625        | -               | -                       | -                        |
| 0.6398 | 8920  | 0.5806        | -               | -                       | -                        |
| 0.6406 | 8930  | 0.514         | -               | -                       | -                        |
| 0.6413 | 8940  | 0.4845        | -               | -                       | -                        |
| 0.6420 | 8950  | 0.4617        | -               | -                       | -                        |
| 0.6427 | 8960  | 0.5025        | -               | -                       | -                        |
| 0.6434 | 8970  | 0.5104        | -               | -                       | -                        |
| 0.6441 | 8980  | 0.482         | -               | -                       | -                        |
| 0.6449 | 8990  | 0.4998        | -               | -                       | -                        |
| 0.6456 | 9000  | 0.4729        | -               | -                       | -                        |
| 0.6463 | 9010  | 0.5519        | -               | -                       | -                        |
| 0.6470 | 9020  | 0.5465        | -               | -                       | -                        |
| 0.6477 | 9030  | 0.4455        | -               | -                       | -                        |
| 0.6484 | 9040  | 0.4705        | -               | -                       | -                        |
| 0.6492 | 9050  | 0.4455        | -               | -                       | -                        |
| 0.6499 | 9060  | 0.5809        | -               | -                       | -                        |
| 0.6506 | 9070  | 0.4515        | -               | -                       | -                        |
| 0.6513 | 9080  | 0.5331        | -               | -                       | -                        |
| 0.6520 | 9090  | 0.4467        | -               | -                       | -                        |
| 0.6528 | 9100  | 0.4606        | -               | -                       | -                        |
| 0.6535 | 9110  | 0.5086        | -               | -                       | -                        |
| 0.6542 | 9120  | 0.4944        | -               | -                       | -                        |
| 0.6549 | 9130  | 0.5332        | -               | -                       | -                        |
| 0.6556 | 9140  | 0.5077        | -               | -                       | -                        |
| 0.6563 | 9150  | 0.4812        | -               | -                       | -                        |
| 0.6571 | 9160  | 0.5507        | -               | -                       | -                        |
| 0.6578 | 9170  | 0.4836        | -               | -                       | -                        |
| 0.6585 | 9180  | 0.4651        | -               | -                       | -                        |
| 0.6592 | 9190  | 0.5284        | -               | -                       | -                        |
| 0.6599 | 9200  | 0.4636        | -               | -                       | -                        |
| 0.6606 | 9210  | 0.5041        | -               | -                       | -                        |
| 0.6614 | 9220  | 0.418         | -               | -                       | -                        |
| 0.6621 | 9230  | 0.4231        | -               | -                       | -                        |
| 0.6628 | 9240  | 0.4677        | -               | -                       | -                        |
| 0.6635 | 9250  | 0.523         | -               | -                       | -                        |
| 0.6642 | 9260  | 0.495         | -               | -                       | -                        |
| 0.6649 | 9270  | 0.4729        | -               | -                       | -                        |
| 0.6657 | 9280  | 0.4469        | -               | -                       | -                        |
| 0.6664 | 9290  | 0.4068        | -               | -                       | -                        |
| 0.6671 | 9300  | 0.4954        | -               | -                       | -                        |
| 0.6678 | 9310  | 0.4387        | -               | -                       | -                        |
| 0.6685 | 9320  | 0.4104        | -               | -                       | -                        |
| 0.6692 | 9330  | 0.4212        | -               | -                       | -                        |
| 0.6700 | 9340  | 0.5106        | -               | -                       | -                        |
| 0.6707 | 9350  | 0.4879        | -               | -                       | -                        |
| 0.6714 | 9360  | 0.4934        | -               | -                       | -                        |
| 0.6721 | 9370  | 0.5037        | -               | -                       | -                        |
| 0.6728 | 9380  | 0.4081        | -               | -                       | -                        |
| 0.6736 | 9390  | 0.4473        | -               | -                       | -                        |
| 0.6743 | 9400  | 0.4908        | -               | -                       | -                        |
| 0.6750 | 9410  | 0.5625        | -               | -                       | -                        |
| 0.6757 | 9420  | 0.5785        | -               | -                       | -                        |
| 0.6764 | 9430  | 0.5401        | -               | -                       | -                        |
| 0.6771 | 9440  | 0.4242        | -               | -                       | -                        |
| 0.6779 | 9450  | 0.4898        | -               | -                       | -                        |
| 0.6786 | 9460  | 0.435         | -               | -                       | -                        |
| 0.6793 | 9470  | 0.4314        | -               | -                       | -                        |
| 0.6800 | 9480  | 0.4553        | -               | -                       | -                        |
| 0.6807 | 9490  | 0.5175        | -               | -                       | -                        |
| 0.6814 | 9500  | 0.4092        | -               | -                       | -                        |
| 0.6822 | 9510  | 0.4513        | -               | -                       | -                        |
| 0.6829 | 9520  | 0.4797        | -               | -                       | -                        |
| 0.6836 | 9530  | 0.5147        | -               | -                       | -                        |
| 0.6843 | 9540  | 0.4793        | -               | -                       | -                        |
| 0.6850 | 9550  | 0.4406        | -               | -                       | -                        |
| 0.6857 | 9560  | 0.4882        | -               | -                       | -                        |
| 0.6865 | 9570  | 0.5474        | -               | -                       | -                        |
| 0.6872 | 9580  | 0.5141        | -               | -                       | -                        |
| 0.6879 | 9590  | 0.4602        | -               | -                       | -                        |
| 0.6886 | 9600  | 0.4935        | -               | -                       | -                        |
| 0.6893 | 9610  | 0.4411        | -               | -                       | -                        |
| 0.6901 | 9620  | 0.4962        | -               | -                       | -                        |
| 0.6908 | 9630  | 0.4408        | -               | -                       | -                        |
| 0.6915 | 9640  | 0.5038        | -               | -                       | -                        |
| 0.6922 | 9650  | 0.4907        | -               | -                       | -                        |
| 0.6929 | 9660  | 0.4232        | -               | -                       | -                        |
| 0.6936 | 9670  | 0.4522        | -               | -                       | -                        |
| 0.6944 | 9680  | 0.41          | -               | -                       | -                        |
| 0.6951 | 9690  | 0.4946        | -               | -                       | -                        |
| 0.6958 | 9700  | 0.4476        | -               | -                       | -                        |
| 0.6965 | 9710  | 0.516         | -               | -                       | -                        |
| 0.6972 | 9720  | 0.4733        | -               | -                       | -                        |
| 0.6979 | 9730  | 0.4614        | -               | -                       | -                        |
| 0.6987 | 9740  | 0.3978        | -               | -                       | -                        |
| 0.6994 | 9750  | 0.5053        | -               | -                       | -                        |
| 0.7001 | 9760  | 0.5595        | -               | -                       | -                        |
| 0.7008 | 9770  | 0.4486        | -               | -                       | -                        |
| 0.7015 | 9780  | 0.5005        | -               | -                       | -                        |
| 0.7022 | 9790  | 0.4225        | -               | -                       | -                        |
| 0.7030 | 9800  | 0.5013        | -               | -                       | -                        |
| 0.7037 | 9810  | 0.4477        | -               | -                       | -                        |
| 0.7044 | 9820  | 0.4701        | -               | -                       | -                        |
| 0.7051 | 9830  | 0.49          | -               | -                       | -                        |
| 0.7058 | 9840  | 0.4581        | -               | -                       | -                        |
| 0.7065 | 9850  | 0.4411        | -               | -                       | -                        |
| 0.7073 | 9860  | 0.523         | -               | -                       | -                        |
| 0.7080 | 9870  | 0.5018        | -               | -                       | -                        |
| 0.7087 | 9880  | 0.4369        | -               | -                       | -                        |
| 0.7094 | 9890  | 0.4481        | -               | -                       | -                        |
| 0.7101 | 9900  | 0.4865        | -               | -                       | -                        |
| 0.7109 | 9910  | 0.4814        | -               | -                       | -                        |
| 0.7116 | 9920  | 0.5155        | -               | -                       | -                        |
| 0.7123 | 9930  | 0.411         | -               | -                       | -                        |
| 0.7130 | 9940  | 0.4613        | -               | -                       | -                        |
| 0.7137 | 9950  | 0.444         | -               | -                       | -                        |
| 0.7144 | 9960  | 0.4229        | -               | -                       | -                        |
| 0.7152 | 9970  | 0.3818        | -               | -                       | -                        |
| 0.7159 | 9980  | 0.4605        | -               | -                       | -                        |
| 0.7166 | 9990  | 0.4462        | -               | -                       | -                        |
| 0.7173 | 10000 | 0.4238        | -               | -                       | -                        |
| 0.7180 | 10010 | 0.434         | -               | -                       | -                        |
| 0.7187 | 10020 | 0.4647        | -               | -                       | -                        |
| 0.7195 | 10030 | 0.4578        | -               | -                       | -                        |
| 0.7202 | 10040 | 0.424         | -               | -                       | -                        |
| 0.7209 | 10050 | 0.4705        | -               | -                       | -                        |
| 0.7216 | 10060 | 0.4445        | -               | -                       | -                        |
| 0.7223 | 10070 | 0.5135        | -               | -                       | -                        |
| 0.7230 | 10080 | 0.41          | -               | -                       | -                        |
| 0.7238 | 10090 | 0.44          | -               | -                       | -                        |
| 0.7245 | 10100 | 0.4204        | -               | -                       | -                        |
| 0.7252 | 10110 | 0.4657        | -               | -                       | -                        |
| 0.7259 | 10120 | 0.468         | -               | -                       | -                        |
| 0.7266 | 10130 | 0.4964        | -               | -                       | -                        |
| 0.7274 | 10140 | 0.4993        | -               | -                       | -                        |
| 0.7281 | 10150 | 0.4351        | -               | -                       | -                        |
| 0.7288 | 10160 | 0.4347        | -               | -                       | -                        |
| 0.7295 | 10170 | 0.3381        | -               | -                       | -                        |
| 0.7302 | 10180 | 0.5415        | -               | -                       | -                        |
| 0.7309 | 10190 | 0.4001        | -               | -                       | -                        |
| 0.7317 | 10200 | 0.5359        | -               | -                       | -                        |
| 0.7324 | 10210 | 0.4191        | -               | -                       | -                        |
| 0.7331 | 10220 | 0.5139        | -               | -                       | -                        |
| 0.7338 | 10230 | 0.4038        | -               | -                       | -                        |
| 0.7345 | 10240 | 0.4754        | -               | -                       | -                        |
| 0.7352 | 10250 | 0.4629        | -               | -                       | -                        |
| 0.7360 | 10260 | 0.4581        | -               | -                       | -                        |
| 0.7367 | 10270 | 0.3917        | -               | -                       | -                        |
| 0.7374 | 10280 | 0.4575        | -               | -                       | -                        |
| 0.7381 | 10290 | 0.4549        | -               | -                       | -                        |
| 0.7388 | 10300 | 0.5175        | -               | -                       | -                        |
| 0.7395 | 10310 | 0.4308        | -               | -                       | -                        |
| 0.7403 | 10320 | 0.4396        | -               | -                       | -                        |
| 0.7410 | 10330 | 0.506         | -               | -                       | -                        |
| 0.7417 | 10340 | 0.5001        | -               | -                       | -                        |
| 0.7424 | 10350 | 0.4761        | -               | -                       | -                        |
| 0.7431 | 10360 | 0.4762        | -               | -                       | -                        |
| 0.7438 | 10370 | 0.4796        | -               | -                       | -                        |
| 0.7446 | 10380 | 0.4115        | -               | -                       | -                        |
| 0.7453 | 10390 | 0.42          | -               | -                       | -                        |
| 0.7460 | 10400 | 0.4872        | -               | -                       | -                        |
| 0.7467 | 10410 | 0.4558        | -               | -                       | -                        |
| 0.7474 | 10420 | 0.4399        | -               | -                       | -                        |
| 0.7482 | 10430 | 0.4483        | -               | -                       | -                        |
| 0.7489 | 10440 | 0.4172        | -               | -                       | -                        |
| 0.7496 | 10450 | 0.4452        | -               | -                       | -                        |
| 0.7503 | 10460 | 0.4153        | -               | -                       | -                        |
| 0.7510 | 10470 | 0.4721        | -               | -                       | -                        |
| 0.7517 | 10480 | 0.4941        | -               | -                       | -                        |
| 0.7525 | 10490 | 0.4715        | -               | -                       | -                        |
| 0.7532 | 10500 | 0.498         | -               | -                       | -                        |
| 0.7539 | 10510 | 0.3506        | -               | -                       | -                        |
| 0.7546 | 10520 | 0.4197        | -               | -                       | -                        |
| 0.7553 | 10530 | 0.4125        | -               | -                       | -                        |
| 0.7560 | 10540 | 0.4328        | -               | -                       | -                        |
| 0.7568 | 10550 | 0.5102        | -               | -                       | -                        |
| 0.7575 | 10560 | 0.3991        | -               | -                       | -                        |
| 0.7582 | 10570 | 0.4378        | -               | -                       | -                        |
| 0.7589 | 10580 | 0.466         | -               | -                       | -                        |
| 0.7596 | 10590 | 0.4312        | -               | -                       | -                        |
| 0.7603 | 10600 | 0.4249        | -               | -                       | -                        |
| 0.7611 | 10610 | 0.3792        | -               | -                       | -                        |
| 0.7618 | 10620 | 0.5206        | -               | -                       | -                        |
| 0.7625 | 10630 | 0.5168        | -               | -                       | -                        |
| 0.7632 | 10640 | 0.481         | -               | -                       | -                        |
| 0.7639 | 10650 | 0.4632        | -               | -                       | -                        |
| 0.7647 | 10660 | 0.3409        | -               | -                       | -                        |
| 0.7654 | 10670 | 0.4891        | -               | -                       | -                        |
| 0.7661 | 10680 | 0.4246        | -               | -                       | -                        |
| 0.7668 | 10690 | 0.4763        | -               | -                       | -                        |
| 0.7675 | 10700 | 0.4815        | -               | -                       | -                        |
| 0.7682 | 10710 | 0.399         | -               | -                       | -                        |
| 0.7690 | 10720 | 0.4272        | -               | -                       | -                        |
| 0.7697 | 10730 | 0.4586        | -               | -                       | -                        |
| 0.7704 | 10740 | 0.4231        | -               | -                       | -                        |
| 0.7711 | 10750 | 0.3829        | -               | -                       | -                        |
| 0.7718 | 10760 | 0.5181        | -               | -                       | -                        |
| 0.7725 | 10770 | 0.4894        | -               | -                       | -                        |
| 0.7733 | 10780 | 0.5098        | -               | -                       | -                        |
| 0.7740 | 10790 | 0.5215        | -               | -                       | -                        |
| 0.7747 | 10800 | 0.4637        | -               | -                       | -                        |
| 0.7754 | 10810 | 0.3917        | -               | -                       | -                        |
| 0.7761 | 10820 | 0.3441        | -               | -                       | -                        |
| 0.7768 | 10830 | 0.4249        | -               | -                       | -                        |
| 0.7776 | 10840 | 0.4442        | -               | -                       | -                        |
| 0.7783 | 10850 | 0.4463        | -               | -                       | -                        |
| 0.7790 | 10860 | 0.3829        | -               | -                       | -                        |
| 0.7797 | 10870 | 0.4264        | -               | -                       | -                        |
| 0.7804 | 10880 | 0.4512        | -               | -                       | -                        |
| 0.7811 | 10890 | 0.3809        | 0.7688          | 0.8069                  | -                        |
| 0.7819 | 10900 | 0.4447        | -               | -                       | -                        |
| 0.7826 | 10910 | 0.4561        | -               | -                       | -                        |
| 0.7833 | 10920 | 0.4434        | -               | -                       | -                        |
| 0.7840 | 10930 | 0.3988        | -               | -                       | -                        |
| 0.7847 | 10940 | 0.4622        | -               | -                       | -                        |
| 0.7855 | 10950 | 0.4783        | -               | -                       | -                        |
| 0.7862 | 10960 | 0.4139        | -               | -                       | -                        |
| 0.7869 | 10970 | 0.4589        | -               | -                       | -                        |
| 0.7876 | 10980 | 0.4697        | -               | -                       | -                        |
| 0.7883 | 10990 | 0.443         | -               | -                       | -                        |
| 0.7890 | 11000 | 0.4469        | -               | -                       | -                        |
| 0.7898 | 11010 | 0.4428        | -               | -                       | -                        |
| 0.7905 | 11020 | 0.4773        | -               | -                       | -                        |
| 0.7912 | 11030 | 0.464         | -               | -                       | -                        |
| 0.7919 | 11040 | 0.4289        | -               | -                       | -                        |
| 0.7926 | 11050 | 0.4404        | -               | -                       | -                        |
| 0.7933 | 11060 | 0.4808        | -               | -                       | -                        |
| 0.7941 | 11070 | 0.4378        | -               | -                       | -                        |
| 0.7948 | 11080 | 0.5612        | -               | -                       | -                        |
| 0.7955 | 11090 | 0.4256        | -               | -                       | -                        |
| 0.7962 | 11100 | 0.4124        | -               | -                       | -                        |
| 0.7969 | 11110 | 0.3992        | -               | -                       | -                        |
| 0.7976 | 11120 | 0.4104        | -               | -                       | -                        |
| 0.7984 | 11130 | 0.5023        | -               | -                       | -                        |
| 0.7991 | 11140 | 0.4849        | -               | -                       | -                        |
| 0.7998 | 11150 | 0.4924        | -               | -                       | -                        |
| 0.8005 | 11160 | 0.4554        | -               | -                       | -                        |
| 0.8012 | 11170 | 0.4139        | -               | -                       | -                        |
| 0.8020 | 11180 | 0.4228        | -               | -                       | -                        |
| 0.8027 | 11190 | 0.4376        | -               | -                       | -                        |
| 0.8034 | 11200 | 0.4341        | -               | -                       | -                        |
| 0.8041 | 11210 | 0.4174        | -               | -                       | -                        |
| 0.8048 | 11220 | 0.4935        | -               | -                       | -                        |
| 0.8055 | 11230 | 0.4719        | -               | -                       | -                        |
| 0.8063 | 11240 | 0.4347        | -               | -                       | -                        |
| 0.8070 | 11250 | 0.4232        | -               | -                       | -                        |
| 0.8077 | 11260 | 0.4341        | -               | -                       | -                        |
| 0.8084 | 11270 | 0.4756        | -               | -                       | -                        |
| 0.8091 | 11280 | 0.4161        | -               | -                       | -                        |
| 0.8098 | 11290 | 0.4281        | -               | -                       | -                        |
| 0.8106 | 11300 | 0.4067        | -               | -                       | -                        |
| 0.8113 | 11310 | 0.4053        | -               | -                       | -                        |
| 0.8120 | 11320 | 0.5421        | -               | -                       | -                        |
| 0.8127 | 11330 | 0.4303        | -               | -                       | -                        |
| 0.8134 | 11340 | 0.458         | -               | -                       | -                        |
| 0.8141 | 11350 | 0.4362        | -               | -                       | -                        |
| 0.8149 | 11360 | 0.3936        | -               | -                       | -                        |
| 0.8156 | 11370 | 0.437         | -               | -                       | -                        |
| 0.8163 | 11380 | 0.3638        | -               | -                       | -                        |
| 0.8170 | 11390 | 0.4194        | -               | -                       | -                        |
| 0.8177 | 11400 | 0.4276        | -               | -                       | -                        |
| 0.8184 | 11410 | 0.4101        | -               | -                       | -                        |
| 0.8192 | 11420 | 0.458         | -               | -                       | -                        |
| 0.8199 | 11430 | 0.442         | -               | -                       | -                        |
| 0.8206 | 11440 | 0.4359        | -               | -                       | -                        |
| 0.8213 | 11450 | 0.4534        | -               | -                       | -                        |
| 0.8220 | 11460 | 0.4688        | -               | -                       | -                        |
| 0.8228 | 11470 | 0.4188        | -               | -                       | -                        |
| 0.8235 | 11480 | 0.4292        | -               | -                       | -                        |
| 0.8242 | 11490 | 0.4718        | -               | -                       | -                        |
| 0.8249 | 11500 | 0.3786        | -               | -                       | -                        |
| 0.8256 | 11510 | 0.4351        | -               | -                       | -                        |
| 0.8263 | 11520 | 0.3869        | -               | -                       | -                        |
| 0.8271 | 11530 | 0.4331        | -               | -                       | -                        |
| 0.8278 | 11540 | 0.4696        | -               | -                       | -                        |
| 0.8285 | 11550 | 0.4595        | -               | -                       | -                        |
| 0.8292 | 11560 | 0.4335        | -               | -                       | -                        |
| 0.8299 | 11570 | 0.4069        | -               | -                       | -                        |
| 0.8306 | 11580 | 0.45          | -               | -                       | -                        |
| 0.8314 | 11590 | 0.49          | -               | -                       | -                        |
| 0.8321 | 11600 | 0.4664        | -               | -                       | -                        |
| 0.8328 | 11610 | 0.4436        | -               | -                       | -                        |
| 0.8335 | 11620 | 0.559         | -               | -                       | -                        |
| 0.8342 | 11630 | 0.4535        | -               | -                       | -                        |
| 0.8349 | 11640 | 0.4646        | -               | -                       | -                        |
| 0.8357 | 11650 | 0.3551        | -               | -                       | -                        |
| 0.8364 | 11660 | 0.4389        | -               | -                       | -                        |
| 0.8371 | 11670 | 0.4897        | -               | -                       | -                        |
| 0.8378 | 11680 | 0.4559        | -               | -                       | -                        |
| 0.8385 | 11690 | 0.4397        | -               | -                       | -                        |
| 0.8393 | 11700 | 0.3907        | -               | -                       | -                        |
| 0.8400 | 11710 | 0.5208        | -               | -                       | -                        |
| 0.8407 | 11720 | 0.4463        | -               | -                       | -                        |
| 0.8414 | 11730 | 0.4028        | -               | -                       | -                        |
| 0.8421 | 11740 | 0.3576        | -               | -                       | -                        |
| 0.8428 | 11750 | 0.4087        | -               | -                       | -                        |
| 0.8436 | 11760 | 0.3917        | -               | -                       | -                        |
| 0.8443 | 11770 | 0.5077        | -               | -                       | -                        |
| 0.8450 | 11780 | 0.4082        | -               | -                       | -                        |
| 0.8457 | 11790 | 0.474         | -               | -                       | -                        |
| 0.8464 | 11800 | 0.4174        | -               | -                       | -                        |
| 0.8471 | 11810 | 0.3767        | -               | -                       | -                        |
| 0.8479 | 11820 | 0.4821        | -               | -                       | -                        |
| 0.8486 | 11830 | 0.4108        | -               | -                       | -                        |
| 0.8493 | 11840 | 0.3639        | -               | -                       | -                        |
| 0.8500 | 11850 | 0.4432        | -               | -                       | -                        |
| 0.8507 | 11860 | 0.3886        | -               | -                       | -                        |
| 0.8514 | 11870 | 0.4779        | -               | -                       | -                        |
| 0.8522 | 11880 | 0.404         | -               | -                       | -                        |
| 0.8529 | 11890 | 0.4651        | -               | -                       | -                        |
| 0.8536 | 11900 | 0.4695        | -               | -                       | -                        |
| 0.8543 | 11910 | 0.3713        | -               | -                       | -                        |
| 0.8550 | 11920 | 0.4525        | -               | -                       | -                        |
| 0.8557 | 11930 | 0.4531        | -               | -                       | -                        |
| 0.8565 | 11940 | 0.4862        | -               | -                       | -                        |
| 0.8572 | 11950 | 0.4772        | -               | -                       | -                        |
| 0.8579 | 11960 | 0.424         | -               | -                       | -                        |
| 0.8586 | 11970 | 0.3684        | -               | -                       | -                        |
| 0.8593 | 11980 | 0.3982        | -               | -                       | -                        |
| 0.8601 | 11990 | 0.4637        | -               | -                       | -                        |
| 0.8608 | 12000 | 0.4752        | -               | -                       | -                        |
| 0.8615 | 12010 | 0.4145        | -               | -                       | -                        |
| 0.8622 | 12020 | 0.4236        | -               | -                       | -                        |
| 0.8629 | 12030 | 0.4051        | -               | -                       | -                        |
| 0.8636 | 12040 | 0.4203        | -               | -                       | -                        |
| 0.8644 | 12050 | 0.3692        | -               | -                       | -                        |
| 0.8651 | 12060 | 0.394         | -               | -                       | -                        |
| 0.8658 | 12070 | 0.4427        | -               | -                       | -                        |
| 0.8665 | 12080 | 0.4394        | -               | -                       | -                        |
| 0.8672 | 12090 | 0.3222        | -               | -                       | -                        |
| 0.8679 | 12100 | 0.3932        | -               | -                       | -                        |
| 0.8687 | 12110 | 0.4082        | -               | -                       | -                        |
| 0.8694 | 12120 | 0.4096        | -               | -                       | -                        |
| 0.8701 | 12130 | 0.3993        | -               | -                       | -                        |
| 0.8708 | 12140 | 0.4015        | -               | -                       | -                        |
| 0.8715 | 12150 | 0.3619        | -               | -                       | -                        |
| 0.8722 | 12160 | 0.4456        | -               | -                       | -                        |
| 0.8730 | 12170 | 0.4571        | -               | -                       | -                        |
| 0.8737 | 12180 | 0.4556        | -               | -                       | -                        |
| 0.8744 | 12190 | 0.4558        | -               | -                       | -                        |
| 0.8751 | 12200 | 0.4459        | -               | -                       | -                        |
| 0.8758 | 12210 | 0.4515        | -               | -                       | -                        |
| 0.8766 | 12220 | 0.4004        | -               | -                       | -                        |
| 0.8773 | 12230 | 0.4654        | -               | -                       | -                        |
| 0.8780 | 12240 | 0.4023        | -               | -                       | -                        |
| 0.8787 | 12250 | 0.4333        | -               | -                       | -                        |
| 0.8794 | 12260 | 0.4455        | -               | -                       | -                        |
| 0.8801 | 12270 | 0.4145        | -               | -                       | -                        |
| 0.8809 | 12280 | 0.3526        | -               | -                       | -                        |
| 0.8816 | 12290 | 0.411         | -               | -                       | -                        |
| 0.8823 | 12300 | 0.374         | -               | -                       | -                        |
| 0.8830 | 12310 | 0.4718        | -               | -                       | -                        |
| 0.8837 | 12320 | 0.401         | -               | -                       | -                        |
| 0.8844 | 12330 | 0.4038        | -               | -                       | -                        |
| 0.8852 | 12340 | 0.4706        | -               | -                       | -                        |
| 0.8859 | 12350 | 0.4091        | -               | -                       | -                        |
| 0.8866 | 12360 | 0.4187        | -               | -                       | -                        |
| 0.8873 | 12370 | 0.4024        | -               | -                       | -                        |
| 0.8880 | 12380 | 0.3695        | -               | -                       | -                        |
| 0.8887 | 12390 | 0.3591        | -               | -                       | -                        |
| 0.8895 | 12400 | 0.3335        | -               | -                       | -                        |
| 0.8902 | 12410 | 0.3606        | -               | -                       | -                        |
| 0.8909 | 12420 | 0.3709        | -               | -                       | -                        |
| 0.8916 | 12430 | 0.3524        | -               | -                       | -                        |
| 0.8923 | 12440 | 0.294         | -               | -                       | -                        |
| 0.8930 | 12450 | 0.4481        | -               | -                       | -                        |
| 0.8938 | 12460 | 0.402         | -               | -                       | -                        |
| 0.8945 | 12470 | 0.4377        | -               | -                       | -                        |
| 0.8952 | 12480 | 0.3799        | -               | -                       | -                        |
| 0.8959 | 12490 | 0.431         | -               | -                       | -                        |
| 0.8966 | 12500 | 0.4675        | -               | -                       | -                        |
| 0.8974 | 12510 | 0.4373        | -               | -                       | -                        |
| 0.8981 | 12520 | 0.314         | -               | -                       | -                        |
| 0.8988 | 12530 | 0.4401        | -               | -                       | -                        |
| 0.8995 | 12540 | 0.4617        | -               | -                       | -                        |
| 0.9002 | 12550 | 0.4755        | -               | -                       | -                        |
| 0.9009 | 12560 | 0.4238        | -               | -                       | -                        |
| 0.9017 | 12570 | 0.3653        | -               | -                       | -                        |
| 0.9024 | 12580 | 0.3693        | -               | -                       | -                        |
| 0.9031 | 12590 | 0.4351        | -               | -                       | -                        |
| 0.9038 | 12600 | 0.3866        | -               | -                       | -                        |
| 0.9045 | 12610 | 0.4536        | -               | -                       | -                        |
| 0.9052 | 12620 | 0.5173        | -               | -                       | -                        |
| 0.9060 | 12630 | 0.5105        | -               | -                       | -                        |
| 0.9067 | 12640 | 0.3794        | -               | -                       | -                        |
| 0.9074 | 12650 | 0.404         | -               | -                       | -                        |
| 0.9081 | 12660 | 0.4053        | -               | -                       | -                        |
| 0.9088 | 12670 | 0.4064        | -               | -                       | -                        |
| 0.9095 | 12680 | 0.4395        | -               | -                       | -                        |
| 0.9103 | 12690 | 0.3785        | -               | -                       | -                        |
| 0.9110 | 12700 | 0.4262        | -               | -                       | -                        |
| 0.9117 | 12710 | 0.3822        | -               | -                       | -                        |
| 0.9124 | 12720 | 0.3707        | -               | -                       | -                        |
| 0.9131 | 12730 | 0.3777        | -               | -                       | -                        |
| 0.9139 | 12740 | 0.4349        | -               | -                       | -                        |
| 0.9146 | 12750 | 0.3646        | -               | -                       | -                        |
| 0.9153 | 12760 | 0.4035        | -               | -                       | -                        |
| 0.9160 | 12770 | 0.3438        | -               | -                       | -                        |
| 0.9167 | 12780 | 0.337         | -               | -                       | -                        |
| 0.9174 | 12790 | 0.3754        | -               | -                       | -                        |
| 0.9182 | 12800 | 0.4289        | -               | -                       | -                        |
| 0.9189 | 12810 | 0.467         | -               | -                       | -                        |
| 0.9196 | 12820 | 0.4256        | -               | -                       | -                        |
| 0.9203 | 12830 | 0.3679        | -               | -                       | -                        |
| 0.9210 | 12840 | 0.3465        | -               | -                       | -                        |
| 0.9217 | 12850 | 0.3643        | -               | -                       | -                        |
| 0.9225 | 12860 | 0.354         | -               | -                       | -                        |
| 0.9232 | 12870 | 0.4019        | -               | -                       | -                        |
| 0.9239 | 12880 | 0.3729        | -               | -                       | -                        |
| 0.9246 | 12890 | 0.3746        | -               | -                       | -                        |
| 0.9253 | 12900 | 0.4627        | -               | -                       | -                        |
| 0.9260 | 12910 | 0.3951        | -               | -                       | -                        |
| 0.9268 | 12920 | 0.3693        | -               | -                       | -                        |
| 0.9275 | 12930 | 0.4226        | -               | -                       | -                        |
| 0.9282 | 12940 | 0.3942        | -               | -                       | -                        |
| 0.9289 | 12950 | 0.4397        | -               | -                       | -                        |
| 0.9296 | 12960 | 0.4165        | -               | -                       | -                        |
| 0.9303 | 12970 | 0.3927        | -               | -                       | -                        |
| 0.9311 | 12980 | 0.3793        | -               | -                       | -                        |
| 0.9318 | 12990 | 0.4103        | -               | -                       | -                        |
| 0.9325 | 13000 | 0.3728        | -               | -                       | -                        |
| 0.9332 | 13010 | 0.3846        | -               | -                       | -                        |
| 0.9339 | 13020 | 0.4065        | -               | -                       | -                        |
| 0.9347 | 13030 | 0.3783        | -               | -                       | -                        |
| 0.9354 | 13040 | 0.3783        | -               | -                       | -                        |
| 0.9361 | 13050 | 0.4102        | -               | -                       | -                        |
| 0.9368 | 13060 | 0.3836        | -               | -                       | -                        |
| 0.9374 | 13068 | -             | 0.7355          | 0.8072                  | -                        |
| 0.9375 | 13070 | 0.3368        | -               | -                       | -                        |
| 0.9382 | 13080 | 0.4058        | -               | -                       | -                        |
| 0.9390 | 13090 | 0.5002        | -               | -                       | -                        |
| 0.9397 | 13100 | 0.3993        | -               | -                       | -                        |
| 0.9404 | 13110 | 0.4017        | -               | -                       | -                        |
| 0.9411 | 13120 | 0.4148        | -               | -                       | -                        |
| 0.9418 | 13130 | 0.3592        | -               | -                       | -                        |
| 0.9425 | 13140 | 0.3963        | -               | -                       | -                        |
| 0.9433 | 13150 | 0.3987        | -               | -                       | -                        |
| 0.9440 | 13160 | 0.419         | -               | -                       | -                        |
| 0.9447 | 13170 | 0.4185        | -               | -                       | -                        |
| 0.9454 | 13180 | 0.4298        | -               | -                       | -                        |
| 0.9461 | 13190 | 0.3671        | -               | -                       | -                        |
| 0.9468 | 13200 | 0.3923        | -               | -                       | -                        |
| 0.9476 | 13210 | 0.3999        | -               | -                       | -                        |
| 0.9483 | 13220 | 0.3333        | -               | -                       | -                        |
| 0.9490 | 13230 | 0.4123        | -               | -                       | -                        |
| 0.9497 | 13240 | 0.4005        | -               | -                       | -                        |
| 0.9504 | 13250 | 0.4017        | -               | -                       | -                        |
| 0.9512 | 13260 | 0.3607        | -               | -                       | -                        |
| 0.9519 | 13270 | 0.4122        | -               | -                       | -                        |
| 0.9526 | 13280 | 0.3681        | -               | -                       | -                        |
| 0.9533 | 13290 | 0.3403        | -               | -                       | -                        |
| 0.9540 | 13300 | 0.4423        | -               | -                       | -                        |
| 0.9547 | 13310 | 0.4315        | -               | -                       | -                        |
| 0.9555 | 13320 | 0.4148        | -               | -                       | -                        |
| 0.9562 | 13330 | 0.4654        | -               | -                       | -                        |
| 0.9569 | 13340 | 0.4161        | -               | -                       | -                        |
| 0.9576 | 13350 | 0.3704        | -               | -                       | -                        |
| 0.9583 | 13360 | 0.3941        | -               | -                       | -                        |
| 0.9590 | 13370 | 0.3545        | -               | -                       | -                        |
| 0.9598 | 13380 | 0.3683        | -               | -                       | -                        |
| 0.9605 | 13390 | 0.3908        | -               | -                       | -                        |
| 0.9612 | 13400 | 0.3988        | -               | -                       | -                        |
| 0.9619 | 13410 | 0.4066        | -               | -                       | -                        |
| 0.9626 | 13420 | 0.413         | -               | -                       | -                        |
| 0.9633 | 13430 | 0.427         | -               | -                       | -                        |
| 0.9641 | 13440 | 0.4173        | -               | -                       | -                        |
| 0.9648 | 13450 | 0.3884        | -               | -                       | -                        |
| 0.9655 | 13460 | 0.3745        | -               | -                       | -                        |
| 0.9662 | 13470 | 0.3937        | -               | -                       | -                        |
| 0.9669 | 13480 | 0.3334        | -               | -                       | -                        |
| 0.9676 | 13490 | 0.3882        | -               | -                       | -                        |
| 0.9684 | 13500 | 0.3987        | -               | -                       | -                        |
| 0.9691 | 13510 | 0.4433        | -               | -                       | -                        |
| 0.9698 | 13520 | 0.4267        | -               | -                       | -                        |
| 0.9705 | 13530 | 0.4004        | -               | -                       | -                        |
| 0.9712 | 13540 | 0.4384        | -               | -                       | -                        |
| 0.9720 | 13550 | 0.4509        | -               | -                       | -                        |
| 0.9727 | 13560 | 0.4531        | -               | -                       | -                        |
| 0.9734 | 13570 | 0.3745        | -               | -                       | -                        |
| 0.9741 | 13580 | 0.4051        | -               | -                       | -                        |
| 0.9748 | 13590 | 0.3827        | -               | -                       | -                        |
| 0.9755 | 13600 | 0.3747        | -               | -                       | -                        |
| 0.9763 | 13610 | 0.3756        | -               | -                       | -                        |
| 0.9770 | 13620 | 0.3712        | -               | -                       | -                        |
| 0.9777 | 13630 | 0.4406        | -               | -                       | -                        |
| 0.9784 | 13640 | 0.3874        | -               | -                       | -                        |
| 0.9791 | 13650 | 0.3802        | -               | -                       | -                        |
| 0.9798 | 13660 | 0.3969        | -               | -                       | -                        |
| 0.9806 | 13670 | 0.418         | -               | -                       | -                        |
| 0.9813 | 13680 | 0.4128        | -               | -                       | -                        |
| 0.9820 | 13690 | 0.4676        | -               | -                       | -                        |
| 0.9827 | 13700 | 0.3834        | -               | -                       | -                        |
| 0.9834 | 13710 | 0.3687        | -               | -                       | -                        |
| 0.9841 | 13720 | 0.4016        | -               | -                       | -                        |
| 0.9849 | 13730 | 0.4197        | -               | -                       | -                        |
| 0.9856 | 13740 | 0.3992        | -               | -                       | -                        |
| 0.9863 | 13750 | 0.4337        | -               | -                       | -                        |
| 0.9870 | 13760 | 0.3324        | -               | -                       | -                        |
| 0.9877 | 13770 | 0.3119        | -               | -                       | -                        |
| 0.9885 | 13780 | 0.3704        | -               | -                       | -                        |
| 0.9892 | 13790 | 0.3604        | -               | -                       | -                        |
| 0.9899 | 13800 | 0.4234        | -               | -                       | -                        |
| 0.9906 | 13810 | 0.4262        | -               | -                       | -                        |
| 0.9913 | 13820 | 0.4042        | -               | -                       | -                        |
| 0.9920 | 13830 | 0.4085        | -               | -                       | -                        |
| 0.9928 | 13840 | 0.4015        | -               | -                       | -                        |
| 0.9935 | 13850 | 0.3746        | -               | -                       | -                        |
| 0.9942 | 13860 | 0.451         | -               | -                       | -                        |
| 0.9949 | 13870 | 0.4334        | -               | -                       | -                        |
| 0.9956 | 13880 | 0.4162        | -               | -                       | -                        |
| 0.9963 | 13890 | 0.4029        | -               | -                       | -                        |
| 0.9971 | 13900 | 0.427         | -               | -                       | -                        |
| 0.9978 | 13910 | 0.3278        | -               | -                       | -                        |
| 0.9985 | 13920 | 0.4409        | -               | -                       | -                        |
| 0.9992 | 13930 | 0.3603        | -               | -                       | -                        |
| 0.9999 | 13940 | 0.4769        | -               | -                       | -                        |
| 1.0    | 13941 | -             | -               | -                       | 0.7611                   |

</details>

### Framework Versions
- Python: 3.11.2
- Sentence Transformers: 3.3.1
- Transformers: 4.46.1
- PyTorch: 2.4.0+cu121
- Accelerate: 1.0.1
- Datasets: 3.1.0
- Tokenizers: 0.20.3

## Citation

### BibTeX

#### Sentence Transformers
```bibtex
@inproceedings{reimers-2019-sentence-bert,
    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
    author = "Reimers, Nils and Gurevych, Iryna",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
    month = "11",
    year = "2019",
    publisher = "Association for Computational Linguistics",
    url = "https://arxiv.org/abs/1908.10084",
}
```

#### GISTEmbedLoss
```bibtex
@misc{solatorio2024gistembed,
    title={GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning},
    author={Aivin V. Solatorio},
    year={2024},
    eprint={2402.16829},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}
```

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