sentence-transformers safetensors bert sentence-similarity feature-extraction generated_from_trainer dataset_size:6300 loss:MatryoshkaLoss loss:MultipleNegativesRankingLoss en arxiv:1908.10084 arxiv:2205.13147 arxiv:1705.00652 base_model:BAAI/bge-base-en-v1.5 base_model:finetune:BAAI/bge-base-en-v1.5 license:apache-2.0 model-index autotrain_compatible text-embeddings-inference endpoints_compatible region:us
---
base_model: BAAI/bge-base-en-v1.5
language:
- en
library_name: sentence-transformers
license: apache-2.0
metrics:
- cosine_accuracy@1
- cosine_accuracy@3
- cosine_accuracy@5
- cosine_accuracy@10
- cosine_precision@1
- cosine_precision@3
- cosine_precision@5
- cosine_precision@10
- cosine_recall@1
- cosine_recall@3
- cosine_recall@5
- cosine_recall@10
- cosine_ndcg@10
- cosine_mrr@10
- cosine_map@100
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:6300
- loss:MatryoshkaLoss
- loss:MultipleNegativesRankingLoss
widget:
- source_sentence: Termination of the Arm Share Purchase Agreement In February 2022,
    NVIDIA and SoftBank Group Corp., or SoftBank, announced the termination of the
    Share Purchase Agreement whereby NVIDIA would have acquired Arm Limited, or Arm,
    from SoftBank. The parties agreed to terminate because of significant regulatory
    challenges preventing the completion of the transaction.
  sentences:
  - How did eBay's net revenues from the first quarter of 2023 compare to the last
    quarter of 2022?
  - Why did NVIDIA and SoftBank terminate their Share Purchase Agreement for acquiring
    Arm Limited?
  - What effects did the implementation of the Reinvention Plan have on the company's
    financial statements in fiscal years 2022 and 2023?
- source_sentence: In the fiscal year 2023, it was disclosed that $1,963 million of
    certain accumulated foreign earnings continue to be indefinitely reinvested.
  sentences:
  - What does the company imply about the severity of the lawsuits and regulatory
    proceedings they are involved in?
  - How much has been indefinitely reinvested from accumulated foreign earnings as
    of fiscal year 2023?
  - Are the consolidated financial statements and notes included directly in Item
    8 of the Annual Report on Form 10-K?
- source_sentence: The November 2029 fixed-to-floating rate Senior Notes bear interest
    at a fixed rate of 6.196%, payable semi-annually, until the interest reset date
    on November 17, 2028.
  sentences:
  - What is the fixed interest rate for the November 2029 fixed-to-floating rate Senior
    Notes before the reset date?
  - What is the weighted-average remaining term of the financing obligations as of
    December 31, 2023?
  - How long has Humana participated in the Medicare program for private health plans?
- source_sentence: Our material cash requirements include debt repayment obligations
    of $1.9 billion.
  sentences:
  - What percentage is the initial preferred distribution for the April preferreds
    issued by AT&T in 2023?
  - What are the two main service segments of The Charles Schwab Corporation?
  - What is the total debt repayment obligation mentioned in the financial outline?
- source_sentence: New stores | 131 | | 333 | | 464 | | 311 | | 225 | 536
  sentences:
  - How many new stores did the Dollar Tree segment open in the fiscal year ending
    January 28, 2023?
  - How is the discount rate for the Family Dollar goodwill impairment evaluation
    determined?
  - What does IBM’s 2023 Annual Report to Stockholders include?
model-index:
- name: BGE base Financial Matryoshka
  results:
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 768
      type: dim_768
    metrics:
    - type: cosine_accuracy@1
      value: 0.6628571428571428
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.8128571428571428
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.8385714285714285
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.8871428571428571
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.6628571428571428
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.270952380952381
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.16771428571428568
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.0887142857142857
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.6628571428571428
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.8128571428571428
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.8385714285714285
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.8871428571428571
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.7771376992897233
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.7417278911564624
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.7459340014094423
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 512
      type: dim_512
    metrics:
    - type: cosine_accuracy@1
      value: 0.66
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.8114285714285714
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.84
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.8871428571428571
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.66
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.2704761904761904
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.16799999999999998
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.0887142857142857
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.66
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.8114285714285714
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.84
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.8871428571428571
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.7738952698065006
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.7376156462585033
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.7416047303260471
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 256
      type: dim_256
    metrics:
    - type: cosine_accuracy@1
      value: 0.6671428571428571
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.8057142857142857
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.8371428571428572
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.88
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.6671428571428571
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.26857142857142857
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.1674285714285714
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.088
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.6671428571428571
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.8057142857142857
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.8371428571428572
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.88
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.7749410226388818
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.7410992063492059
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.745220616023529
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 128
      type: dim_128
    metrics:
    - type: cosine_accuracy@1
      value: 0.6342857142857142
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.79
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.8314285714285714
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.8728571428571429
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.6342857142857142
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.2633333333333333
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.1662857142857143
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.08728571428571427
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.6342857142857142
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.79
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.8314285714285714
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.8728571428571429
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.7567972995851519
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.7192930839002263
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.7237935936286254
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 64
      type: dim_64
    metrics:
    - type: cosine_accuracy@1
      value: 0.6285714285714286
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.7671428571428571
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.8142857142857143
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.8728571428571429
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.6285714285714286
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.2557142857142857
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.16285714285714287
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.08728571428571427
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.6285714285714286
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.7671428571428571
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.8142857142857143
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.8728571428571429
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.7483704138772564
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.7087936507936506
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.7127238799035323
      name: Cosine Map@100
---

# BGE base Financial Matryoshka

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [BAAI/bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) on the json dataset. It maps sentences & paragraphs to a 768-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:** [BAAI/bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) <!-- at revision a5beb1e3e68b9ab74eb54cfd186867f64f240e1a -->
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 768 dimensions
- **Similarity Function:** Cosine Similarity
- **Training Dataset:**
    - json
- **Language:** en
- **License:** apache-2.0

### 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': True}) with Transformer model: BertModel 
  (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()
)
```

## 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("thang1943/bge-base-financial-matryoshka")
# Run inference
sentences = [
    'New stores | 131 | | 333 | | 464 | | 311 | | 225 | 536',
    'How many new stores did the Dollar Tree segment open in the fiscal year ending January 28, 2023?',
    'How is the discount rate for the Family Dollar goodwill impairment evaluation determined?',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 768]

# 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

#### Information Retrieval

* Datasets: `dim_768`, `dim_512`, `dim_256`, `dim_128` and `dim_64`
* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)

| Metric              | dim_768    | dim_512    | dim_256    | dim_128    | dim_64     |
|:--------------------|:-----------|:-----------|:-----------|:-----------|:-----------|
| cosine_accuracy@1   | 0.6629     | 0.66       | 0.6671     | 0.6343     | 0.6286     |
| cosine_accuracy@3   | 0.8129     | 0.8114     | 0.8057     | 0.79       | 0.7671     |
| cosine_accuracy@5   | 0.8386     | 0.84       | 0.8371     | 0.8314     | 0.8143     |
| cosine_accuracy@10  | 0.8871     | 0.8871     | 0.88       | 0.8729     | 0.8729     |
| cosine_precision@1  | 0.6629     | 0.66       | 0.6671     | 0.6343     | 0.6286     |
| cosine_precision@3  | 0.271      | 0.2705     | 0.2686     | 0.2633     | 0.2557     |
| cosine_precision@5  | 0.1677     | 0.168      | 0.1674     | 0.1663     | 0.1629     |
| cosine_precision@10 | 0.0887     | 0.0887     | 0.088      | 0.0873     | 0.0873     |
| cosine_recall@1     | 0.6629     | 0.66       | 0.6671     | 0.6343     | 0.6286     |
| cosine_recall@3     | 0.8129     | 0.8114     | 0.8057     | 0.79       | 0.7671     |
| cosine_recall@5     | 0.8386     | 0.84       | 0.8371     | 0.8314     | 0.8143     |
| cosine_recall@10    | 0.8871     | 0.8871     | 0.88       | 0.8729     | 0.8729     |
| **cosine_ndcg@10**  | **0.7771** | **0.7739** | **0.7749** | **0.7568** | **0.7484** |
| cosine_mrr@10       | 0.7417     | 0.7376     | 0.7411     | 0.7193     | 0.7088     |
| cosine_map@100      | 0.7459     | 0.7416     | 0.7452     | 0.7238     | 0.7127     |

<!--
## 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

#### json

* Dataset: json
* Size: 6,300 training samples
* Columns: <code>positive</code> and <code>anchor</code>
* Approximate statistics based on the first 1000 samples:
  |         | positive                                                                           | anchor                                                                            |
  |:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                            |
  | details | <ul><li>min: 6 tokens</li><li>mean: 45.49 tokens</li><li>max: 371 tokens</li></ul> | <ul><li>min: 7 tokens</li><li>mean: 20.33 tokens</li><li>max: 41 tokens</li></ul> |
* Samples:
  | positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | anchor                                                                                                                                              |
  |:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>In their 2023 forward-looking statements, Goldman Sachs mentioned that results, financial condition, liquidity, and capital actions may differ, possibly materially, from the anticipated results. Important factors include those described in "Risk Factors" in Part I, Item 1A and "Forward-Looking Statements" in Part I, Item 1.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          | <code>What factors could potentially alter Goldman Sachs' anticipated financial outcomes according to their 2023 forward-looking statements?</code> |
  | <code>Visa Direct is part of Visa’s strategy beyond C2B payments and helps facilitate the delivery of funds to eligible cards, deposit accounts and digital wallets across more than 190 countries and territories. Visa Direct supports multiple use cases, such as P2P payments and account-to-account transfers, business and government payouts to individuals or small businesses, merchant settlements and refunds.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                            | <code>What is the purpose of Visa Direct?</code>                                                                                                    |
  | <code>The Company's international operations are subject to different, and sometimes more stringent, legal and regulatory requirements, which vary widely by jurisdiction, including anti-corruption laws; economic sanctions laws; various privacy, insurance, tax, tariff and trade laws and regulations; corporate governance, privacy, data protection (including the EU's General Data Protection Regulation which began to apply across the EU during 2018), data mining, data transfer, labor and employment, intellectual property, consumer protection and investment laws and regulations; discriminatory licensing procedures; compulsory cessions of reinsurance; required localization of records and funds; higher premium and income taxes; limitations on dividends and repatriation of capital; and requirements for local participation in an insurer's ownership.</code> | <code>What types of laws and regulations govern the international operations of a company?</code>                                                   |
* Loss: [<code>MatryoshkaLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#matryoshkaloss) with these parameters:
  ```json
  {
      "loss": "MultipleNegativesRankingLoss",
      "matryoshka_dims": [
          768,
          512,
          256,
          128,
          64
      ],
      "matryoshka_weights": [
          1,
          1,
          1,
          1,
          1
      ],
      "n_dims_per_step": -1
  }
  ```

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

- `eval_strategy`: epoch
- `per_device_train_batch_size`: 2
- `per_device_eval_batch_size`: 1
- `learning_rate`: 2e-05
- `num_train_epochs`: 4
- `lr_scheduler_type`: cosine
- `warmup_ratio`: 0.1
- `bf16`: True
- `tf32`: False
- `load_best_model_at_end`: True
- `optim`: adamw_torch_fused
- `batch_sampler`: no_duplicates

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

- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: epoch
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 2
- `per_device_eval_batch_size`: 1
- `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`: 4
- `max_steps`: -1
- `lr_scheduler_type`: cosine
- `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`: False
- `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`: True
- `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_fused
- `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`: None
- `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`: False
- `eval_use_gather_object`: False
- `average_tokens_across_devices`: 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 | dim_768_cosine_ndcg@10 | dim_512_cosine_ndcg@10 | dim_256_cosine_ndcg@10 | dim_128_cosine_ndcg@10 | dim_64_cosine_ndcg@10 |
|:-------:|:--------:|:-------------:|:----------------------:|:----------------------:|:----------------------:|:----------------------:|:---------------------:|
| 0.0032  | 10       | 0.271         | -                      | -                      | -                      | -                      | -                     |
| 0.0063  | 20       | 0.0452        | -                      | -                      | -                      | -                      | -                     |
| 0.0095  | 30       | 0.2152        | -                      | -                      | -                      | -                      | -                     |
| 0.0127  | 40       | 0.0658        | -                      | -                      | -                      | -                      | -                     |
| 0.0159  | 50       | 0.5701        | -                      | -                      | -                      | -                      | -                     |
| 0.0190  | 60       | 0.0882        | -                      | -                      | -                      | -                      | -                     |
| 0.0222  | 70       | 0.0902        | -                      | -                      | -                      | -                      | -                     |
| 0.0254  | 80       | 0.8865        | -                      | -                      | -                      | -                      | -                     |
| 0.0286  | 90       | 0.1985        | -                      | -                      | -                      | -                      | -                     |
| 0.0317  | 100      | 0.2853        | -                      | -                      | -                      | -                      | -                     |
| 0.0349  | 110      | 0.2637        | -                      | -                      | -                      | -                      | -                     |
| 0.0381  | 120      | 0.007         | -                      | -                      | -                      | -                      | -                     |
| 0.0413  | 130      | 0.0432        | -                      | -                      | -                      | -                      | -                     |
| 0.0444  | 140      | 0.0126        | -                      | -                      | -                      | -                      | -                     |
| 0.0476  | 150      | 0.0174        | -                      | -                      | -                      | -                      | -                     |
| 0.0508  | 160      | 0.2123        | -                      | -                      | -                      | -                      | -                     |
| 0.0540  | 170      | 0.0489        | -                      | -                      | -                      | -                      | -                     |
| 0.0571  | 180      | 0.0306        | -                      | -                      | -                      | -                      | -                     |
| 0.0603  | 190      | 0.0032        | -                      | -                      | -                      | -                      | -                     |
| 0.0635  | 200      | 0.027         | -                      | -                      | -                      | -                      | -                     |
| 0.0667  | 210      | 0.0131        | -                      | -                      | -                      | -                      | -                     |
| 0.0698  | 220      | 0.0164        | -                      | -                      | -                      | -                      | -                     |
| 0.0730  | 230      | 0.0044        | -                      | -                      | -                      | -                      | -                     |
| 0.0762  | 240      | 0.0119        | -                      | -                      | -                      | -                      | -                     |
| 0.0794  | 250      | 0.0539        | -                      | -                      | -                      | -                      | -                     |
| 0.0825  | 260      | 0.0425        | -                      | -                      | -                      | -                      | -                     |
| 0.0857  | 270      | 0.0213        | -                      | -                      | -                      | -                      | -                     |
| 0.0889  | 280      | 0.0676        | -                      | -                      | -                      | -                      | -                     |
| 0.0921  | 290      | 0.029         | -                      | -                      | -                      | -                      | -                     |
| 0.0952  | 300      | 0.0147        | -                      | -                      | -                      | -                      | -                     |
| 0.0984  | 310      | 0.0201        | -                      | -                      | -                      | -                      | -                     |
| 0.1016  | 320      | 0.0112        | -                      | -                      | -                      | -                      | -                     |
| 0.1048  | 330      | 0.0236        | -                      | -                      | -                      | -                      | -                     |
| 0.1079  | 340      | 0.0619        | -                      | -                      | -                      | -                      | -                     |
| 0.1111  | 350      | 0.0521        | -                      | -                      | -                      | -                      | -                     |
| 0.1143  | 360      | 0.034         | -                      | -                      | -                      | -                      | -                     |
| 0.1175  | 370      | 0.0729        | -                      | -                      | -                      | -                      | -                     |
| 0.1206  | 380      | 0.6353        | -                      | -                      | -                      | -                      | -                     |
| 0.1238  | 390      | 0.0053        | -                      | -                      | -                      | -                      | -                     |
| 0.1270  | 400      | 0.0047        | -                      | -                      | -                      | -                      | -                     |
| 0.1302  | 410      | 0.0038        | -                      | -                      | -                      | -                      | -                     |
| 0.1333  | 420      | 0.1795        | -                      | -                      | -                      | -                      | -                     |
| 0.1365  | 430      | 0.0715        | -                      | -                      | -                      | -                      | -                     |
| 0.1397  | 440      | 0.0328        | -                      | -                      | -                      | -                      | -                     |
| 0.1429  | 450      | 0.0301        | -                      | -                      | -                      | -                      | -                     |
| 0.1460  | 460      | 0.0163        | -                      | -                      | -                      | -                      | -                     |
| 0.1492  | 470      | 0.0515        | -                      | -                      | -                      | -                      | -                     |
| 0.1524  | 480      | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 0.1556  | 490      | 0.0645        | -                      | -                      | -                      | -                      | -                     |
| 0.1587  | 500      | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 0.1619  | 510      | 0.0833        | -                      | -                      | -                      | -                      | -                     |
| 0.1651  | 520      | 0.0052        | -                      | -                      | -                      | -                      | -                     |
| 0.1683  | 530      | 0.0056        | -                      | -                      | -                      | -                      | -                     |
| 0.1714  | 540      | 0.164         | -                      | -                      | -                      | -                      | -                     |
| 0.1746  | 550      | 0.0054        | -                      | -                      | -                      | -                      | -                     |
| 0.1778  | 560      | 0.0446        | -                      | -                      | -                      | -                      | -                     |
| 0.1810  | 570      | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 0.1841  | 580      | 0.0869        | -                      | -                      | -                      | -                      | -                     |
| 0.1873  | 590      | 0.0036        | -                      | -                      | -                      | -                      | -                     |
| 0.1905  | 600      | 0.022         | -                      | -                      | -                      | -                      | -                     |
| 0.1937  | 610      | 0.0025        | -                      | -                      | -                      | -                      | -                     |
| 0.1968  | 620      | 0.0112        | -                      | -                      | -                      | -                      | -                     |
| 0.2     | 630      | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.2032  | 640      | 0.0047        | -                      | -                      | -                      | -                      | -                     |
| 0.2063  | 650      | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 0.2095  | 660      | 0.089         | -                      | -                      | -                      | -                      | -                     |
| 0.2127  | 670      | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 0.2159  | 680      | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 0.2190  | 690      | 0.0278        | -                      | -                      | -                      | -                      | -                     |
| 0.2222  | 700      | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 0.2254  | 710      | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 0.2286  | 720      | 0.0137        | -                      | -                      | -                      | -                      | -                     |
| 0.2317  | 730      | 0.2628        | -                      | -                      | -                      | -                      | -                     |
| 0.2349  | 740      | 0.011         | -                      | -                      | -                      | -                      | -                     |
| 0.2381  | 750      | 0.9877        | -                      | -                      | -                      | -                      | -                     |
| 0.2413  | 760      | 0.0166        | -                      | -                      | -                      | -                      | -                     |
| 0.2444  | 770      | 0.03          | -                      | -                      | -                      | -                      | -                     |
| 0.2476  | 780      | 0.5091        | -                      | -                      | -                      | -                      | -                     |
| 0.2508  | 790      | 0.0057        | -                      | -                      | -                      | -                      | -                     |
| 0.2540  | 800      | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 0.2571  | 810      | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.2603  | 820      | 0.0515        | -                      | -                      | -                      | -                      | -                     |
| 0.2635  | 830      | 0.134         | -                      | -                      | -                      | -                      | -                     |
| 0.2667  | 840      | 0.0033        | -                      | -                      | -                      | -                      | -                     |
| 0.2698  | 850      | 0.0046        | -                      | -                      | -                      | -                      | -                     |
| 0.2730  | 860      | 0.004         | -                      | -                      | -                      | -                      | -                     |
| 0.2762  | 870      | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 0.2794  | 880      | 0.0027        | -                      | -                      | -                      | -                      | -                     |
| 0.2825  | 890      | 0.0946        | -                      | -                      | -                      | -                      | -                     |
| 0.2857  | 900      | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 0.2889  | 910      | 0.0057        | -                      | -                      | -                      | -                      | -                     |
| 0.2921  | 920      | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.2952  | 930      | 0.0145        | -                      | -                      | -                      | -                      | -                     |
| 0.2984  | 940      | 0.0049        | -                      | -                      | -                      | -                      | -                     |
| 0.3016  | 950      | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 0.3048  | 960      | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 0.3079  | 970      | 0.0245        | -                      | -                      | -                      | -                      | -                     |
| 0.3111  | 980      | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 0.3143  | 990      | 0.0051        | -                      | -                      | -                      | -                      | -                     |
| 0.3175  | 1000     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 0.3206  | 1010     | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 0.3238  | 1020     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.3270  | 1030     | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 0.3302  | 1040     | 0.0038        | -                      | -                      | -                      | -                      | -                     |
| 0.3333  | 1050     | 0.0084        | -                      | -                      | -                      | -                      | -                     |
| 0.3365  | 1060     | 0.0044        | -                      | -                      | -                      | -                      | -                     |
| 0.3397  | 1070     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.3429  | 1080     | 0.0058        | -                      | -                      | -                      | -                      | -                     |
| 0.3460  | 1090     | 0.008         | -                      | -                      | -                      | -                      | -                     |
| 0.3492  | 1100     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 0.3524  | 1110     | 0.0043        | -                      | -                      | -                      | -                      | -                     |
| 0.3556  | 1120     | 0.1245        | -                      | -                      | -                      | -                      | -                     |
| 0.3587  | 1130     | 0.0037        | -                      | -                      | -                      | -                      | -                     |
| 0.3619  | 1140     | 0.581         | -                      | -                      | -                      | -                      | -                     |
| 0.3651  | 1150     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 0.3683  | 1160     | 0.0061        | -                      | -                      | -                      | -                      | -                     |
| 0.3714  | 1170     | 0.0292        | -                      | -                      | -                      | -                      | -                     |
| 0.3746  | 1180     | 0.005         | -                      | -                      | -                      | -                      | -                     |
| 0.3778  | 1190     | 0.003         | -                      | -                      | -                      | -                      | -                     |
| 0.3810  | 1200     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 0.3841  | 1210     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 0.3873  | 1220     | 0.5248        | -                      | -                      | -                      | -                      | -                     |
| 0.3905  | 1230     | 0.3122        | -                      | -                      | -                      | -                      | -                     |
| 0.3937  | 1240     | 0.0079        | -                      | -                      | -                      | -                      | -                     |
| 0.3968  | 1250     | 0.014         | -                      | -                      | -                      | -                      | -                     |
| 0.4     | 1260     | 0.0271        | -                      | -                      | -                      | -                      | -                     |
| 0.4032  | 1270     | 0.0043        | -                      | -                      | -                      | -                      | -                     |
| 0.4063  | 1280     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.4095  | 1290     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 0.4127  | 1300     | 0.0179        | -                      | -                      | -                      | -                      | -                     |
| 0.4159  | 1310     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 0.4190  | 1320     | 0.0048        | -                      | -                      | -                      | -                      | -                     |
| 0.4222  | 1330     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 0.4254  | 1340     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.4286  | 1350     | 0.0091        | -                      | -                      | -                      | -                      | -                     |
| 0.4317  | 1360     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.4349  | 1370     | 0.0137        | -                      | -                      | -                      | -                      | -                     |
| 0.4381  | 1380     | 0.017         | -                      | -                      | -                      | -                      | -                     |
| 0.4413  | 1390     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 0.4444  | 1400     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 0.4476  | 1410     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 0.4508  | 1420     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 0.4540  | 1430     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.4571  | 1440     | 0.125         | -                      | -                      | -                      | -                      | -                     |
| 0.4603  | 1450     | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 0.4635  | 1460     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 0.4667  | 1470     | 0.0061        | -                      | -                      | -                      | -                      | -                     |
| 0.4698  | 1480     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 0.4730  | 1490     | 0.0045        | -                      | -                      | -                      | -                      | -                     |
| 0.4762  | 1500     | 0.004         | -                      | -                      | -                      | -                      | -                     |
| 0.4794  | 1510     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 0.4825  | 1520     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.4857  | 1530     | 0.0053        | -                      | -                      | -                      | -                      | -                     |
| 0.4889  | 1540     | 0.0042        | -                      | -                      | -                      | -                      | -                     |
| 0.4921  | 1550     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.4952  | 1560     | 0.0026        | -                      | -                      | -                      | -                      | -                     |
| 0.4984  | 1570     | 0.0081        | -                      | -                      | -                      | -                      | -                     |
| 0.5016  | 1580     | 0.0094        | -                      | -                      | -                      | -                      | -                     |
| 0.5048  | 1590     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 0.5079  | 1600     | 0.0075        | -                      | -                      | -                      | -                      | -                     |
| 0.5111  | 1610     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.5143  | 1620     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 0.5175  | 1630     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 0.5206  | 1640     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 0.5238  | 1650     | 0.3041        | -                      | -                      | -                      | -                      | -                     |
| 0.5270  | 1660     | 0.0328        | -                      | -                      | -                      | -                      | -                     |
| 0.5302  | 1670     | 0.0138        | -                      | -                      | -                      | -                      | -                     |
| 0.5333  | 1680     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 0.5365  | 1690     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 0.5397  | 1700     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 0.5429  | 1710     | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 0.5460  | 1720     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 0.5492  | 1730     | 0.2332        | -                      | -                      | -                      | -                      | -                     |
| 0.5524  | 1740     | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 0.5556  | 1750     | 0.8243        | -                      | -                      | -                      | -                      | -                     |
| 0.5587  | 1760     | 0.0199        | -                      | -                      | -                      | -                      | -                     |
| 0.5619  | 1770     | 0.0118        | -                      | -                      | -                      | -                      | -                     |
| 0.5651  | 1780     | 0.0425        | -                      | -                      | -                      | -                      | -                     |
| 0.5683  | 1790     | 0.003         | -                      | -                      | -                      | -                      | -                     |
| 0.5714  | 1800     | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 0.5746  | 1810     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.5778  | 1820     | 0.0459        | -                      | -                      | -                      | -                      | -                     |
| 0.5810  | 1830     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 0.5841  | 1840     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 0.5873  | 1850     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 0.5905  | 1860     | 0.0112        | -                      | -                      | -                      | -                      | -                     |
| 0.5937  | 1870     | 0.0302        | -                      | -                      | -                      | -                      | -                     |
| 0.5968  | 1880     | 0.0101        | -                      | -                      | -                      | -                      | -                     |
| 0.6     | 1890     | 0.0098        | -                      | -                      | -                      | -                      | -                     |
| 0.6032  | 1900     | 0.0332        | -                      | -                      | -                      | -                      | -                     |
| 0.6063  | 1910     | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 0.6095  | 1920     | 0.007         | -                      | -                      | -                      | -                      | -                     |
| 0.6127  | 1930     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 0.6159  | 1940     | 0.0971        | -                      | -                      | -                      | -                      | -                     |
| 0.6190  | 1950     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 0.6222  | 1960     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.6254  | 1970     | 0.0041        | -                      | -                      | -                      | -                      | -                     |
| 0.6286  | 1980     | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 0.6317  | 1990     | 0.0044        | -                      | -                      | -                      | -                      | -                     |
| 0.6349  | 2000     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.6381  | 2010     | 0.0077        | -                      | -                      | -                      | -                      | -                     |
| 0.6413  | 2020     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.6444  | 2030     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 0.6476  | 2040     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 0.6508  | 2050     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.6540  | 2060     | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 0.6571  | 2070     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 0.6603  | 2080     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 0.6635  | 2090     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.6667  | 2100     | 0.0028        | -                      | -                      | -                      | -                      | -                     |
| 0.6698  | 2110     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 0.6730  | 2120     | 0.0094        | -                      | -                      | -                      | -                      | -                     |
| 0.6762  | 2130     | 0.5743        | -                      | -                      | -                      | -                      | -                     |
| 0.6794  | 2140     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.6825  | 2150     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 0.6857  | 2160     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.6889  | 2170     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.6921  | 2180     | 0.0032        | -                      | -                      | -                      | -                      | -                     |
| 0.6952  | 2190     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 0.6984  | 2200     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 0.7016  | 2210     | 0.0598        | -                      | -                      | -                      | -                      | -                     |
| 0.7048  | 2220     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 0.7079  | 2230     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.7111  | 2240     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.7143  | 2250     | 0.0082        | -                      | -                      | -                      | -                      | -                     |
| 0.7175  | 2260     | 0.0033        | -                      | -                      | -                      | -                      | -                     |
| 0.7206  | 2270     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.7238  | 2280     | 0.0132        | -                      | -                      | -                      | -                      | -                     |
| 0.7270  | 2290     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.7302  | 2300     | 0.0107        | -                      | -                      | -                      | -                      | -                     |
| 0.7333  | 2310     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 0.7365  | 2320     | 0.0255        | -                      | -                      | -                      | -                      | -                     |
| 0.7397  | 2330     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.7429  | 2340     | 0.0025        | -                      | -                      | -                      | -                      | -                     |
| 0.7460  | 2350     | 0.3299        | -                      | -                      | -                      | -                      | -                     |
| 0.7492  | 2360     | 0.0039        | -                      | -                      | -                      | -                      | -                     |
| 0.7524  | 2370     | 0.0511        | -                      | -                      | -                      | -                      | -                     |
| 0.7556  | 2380     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.7587  | 2390     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.7619  | 2400     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.7651  | 2410     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.7683  | 2420     | 0.0072        | -                      | -                      | -                      | -                      | -                     |
| 0.7714  | 2430     | 0.0453        | -                      | -                      | -                      | -                      | -                     |
| 0.7746  | 2440     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 0.7778  | 2450     | 0.0224        | -                      | -                      | -                      | -                      | -                     |
| 0.7810  | 2460     | 0.0035        | -                      | -                      | -                      | -                      | -                     |
| 0.7841  | 2470     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 0.7873  | 2480     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 0.7905  | 2490     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.7937  | 2500     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.7968  | 2510     | 0.0489        | -                      | -                      | -                      | -                      | -                     |
| 0.8     | 2520     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.8032  | 2530     | 0.0128        | -                      | -                      | -                      | -                      | -                     |
| 0.8063  | 2540     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 0.8095  | 2550     | 0.0022        | -                      | -                      | -                      | -                      | -                     |
| 0.8127  | 2560     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.8159  | 2570     | 0.0525        | -                      | -                      | -                      | -                      | -                     |
| 0.8190  | 2580     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.8222  | 2590     | 0.2441        | -                      | -                      | -                      | -                      | -                     |
| 0.8254  | 2600     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.8286  | 2610     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.8317  | 2620     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.8349  | 2630     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 0.8381  | 2640     | 0.01          | -                      | -                      | -                      | -                      | -                     |
| 0.8413  | 2650     | 1.0383        | -                      | -                      | -                      | -                      | -                     |
| 0.8444  | 2660     | 0.2035        | -                      | -                      | -                      | -                      | -                     |
| 0.8476  | 2670     | 0.0246        | -                      | -                      | -                      | -                      | -                     |
| 0.8508  | 2680     | 0.056         | -                      | -                      | -                      | -                      | -                     |
| 0.8540  | 2690     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 0.8571  | 2700     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 0.8603  | 2710     | 0.378         | -                      | -                      | -                      | -                      | -                     |
| 0.8635  | 2720     | 0.0076        | -                      | -                      | -                      | -                      | -                     |
| 0.8667  | 2730     | 0.0108        | -                      | -                      | -                      | -                      | -                     |
| 0.8698  | 2740     | 0.0066        | -                      | -                      | -                      | -                      | -                     |
| 0.8730  | 2750     | 0.0146        | -                      | -                      | -                      | -                      | -                     |
| 0.8762  | 2760     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 0.8794  | 2770     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.8825  | 2780     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.8857  | 2790     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.8889  | 2800     | 0.006         | -                      | -                      | -                      | -                      | -                     |
| 0.8921  | 2810     | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 0.8952  | 2820     | 0.0314        | -                      | -                      | -                      | -                      | -                     |
| 0.8984  | 2830     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 0.9016  | 2840     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.9048  | 2850     | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 0.9079  | 2860     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.9111  | 2870     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.9143  | 2880     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 0.9175  | 2890     | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 0.9206  | 2900     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.9238  | 2910     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 0.9270  | 2920     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 0.9302  | 2930     | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 0.9333  | 2940     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 0.9365  | 2950     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 0.9397  | 2960     | 0.0128        | -                      | -                      | -                      | -                      | -                     |
| 0.9429  | 2970     | 0.311         | -                      | -                      | -                      | -                      | -                     |
| 0.9460  | 2980     | 0.0244        | -                      | -                      | -                      | -                      | -                     |
| 0.9492  | 2990     | 0.0278        | -                      | -                      | -                      | -                      | -                     |
| 0.9524  | 3000     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 0.9556  | 3010     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.9587  | 3020     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 0.9619  | 3030     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.9651  | 3040     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 0.9683  | 3050     | 0.0103        | -                      | -                      | -                      | -                      | -                     |
| 0.9714  | 3060     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 0.9746  | 3070     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 0.9778  | 3080     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.9810  | 3090     | 0.0377        | -                      | -                      | -                      | -                      | -                     |
| 0.9841  | 3100     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 0.9873  | 3110     | 0.7692        | -                      | -                      | -                      | -                      | -                     |
| 0.9905  | 3120     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 0.9937  | 3130     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 0.9968  | 3140     | 0.0062        | -                      | -                      | -                      | -                      | -                     |
| 1.0     | 3150     | 0.0161        | 0.7705                 | 0.7679                 | 0.7597                 | 0.7425                 | 0.7233                |
| 1.0032  | 3160     | 0.0032        | -                      | -                      | -                      | -                      | -                     |
| 1.0063  | 3170     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.0095  | 3180     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 1.0127  | 3190     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.0159  | 3200     | 0.0221        | -                      | -                      | -                      | -                      | -                     |
| 1.0190  | 3210     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.0222  | 3220     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 1.0254  | 3230     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.0286  | 3240     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.0317  | 3250     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.0349  | 3260     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.0381  | 3270     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.0413  | 3280     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.0444  | 3290     | 0.2183        | -                      | -                      | -                      | -                      | -                     |
| 1.0476  | 3300     | 0.045         | -                      | -                      | -                      | -                      | -                     |
| 1.0508  | 3310     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.0540  | 3320     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.0571  | 3330     | 0.0167        | -                      | -                      | -                      | -                      | -                     |
| 1.0603  | 3340     | 0.0043        | -                      | -                      | -                      | -                      | -                     |
| 1.0635  | 3350     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 1.0667  | 3360     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 1.0698  | 3370     | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 1.0730  | 3380     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.0762  | 3390     | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 1.0794  | 3400     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 1.0825  | 3410     | 0.2129        | -                      | -                      | -                      | -                      | -                     |
| 1.0857  | 3420     | 0.06          | -                      | -                      | -                      | -                      | -                     |
| 1.0889  | 3430     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.0921  | 3440     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 1.0952  | 3450     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.0984  | 3460     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 1.1016  | 3470     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.1048  | 3480     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 1.1079  | 3490     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 1.1111  | 3500     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.1143  | 3510     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.1175  | 3520     | 0.0198        | -                      | -                      | -                      | -                      | -                     |
| 1.1206  | 3530     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 1.1238  | 3540     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.1270  | 3550     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.1302  | 3560     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.1333  | 3570     | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 1.1365  | 3580     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.1397  | 3590     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 1.1429  | 3600     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.1460  | 3610     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 1.1492  | 3620     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.1524  | 3630     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 1.1556  | 3640     | 0.0042        | -                      | -                      | -                      | -                      | -                     |
| 1.1587  | 3650     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 1.1619  | 3660     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.1651  | 3670     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.1683  | 3680     | 0.1335        | -                      | -                      | -                      | -                      | -                     |
| 1.1714  | 3690     | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 1.1746  | 3700     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 1.1778  | 3710     | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 1.1810  | 3720     | 0.0088        | -                      | -                      | -                      | -                      | -                     |
| 1.1841  | 3730     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.1873  | 3740     | 0.0122        | -                      | -                      | -                      | -                      | -                     |
| 1.1905  | 3750     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.1937  | 3760     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.1968  | 3770     | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 1.2     | 3780     | 0.0031        | -                      | -                      | -                      | -                      | -                     |
| 1.2032  | 3790     | 0.0026        | -                      | -                      | -                      | -                      | -                     |
| 1.2063  | 3800     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.2095  | 3810     | 0.026         | -                      | -                      | -                      | -                      | -                     |
| 1.2127  | 3820     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.2159  | 3830     | 0.0053        | -                      | -                      | -                      | -                      | -                     |
| 1.2190  | 3840     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.2222  | 3850     | 0.2406        | -                      | -                      | -                      | -                      | -                     |
| 1.2254  | 3860     | 0.0069        | -                      | -                      | -                      | -                      | -                     |
| 1.2286  | 3870     | 0.0098        | -                      | -                      | -                      | -                      | -                     |
| 1.2317  | 3880     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.2349  | 3890     | 0.0056        | -                      | -                      | -                      | -                      | -                     |
| 1.2381  | 3900     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.2413  | 3910     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.2444  | 3920     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.2476  | 3930     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 1.2508  | 3940     | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 1.2540  | 3950     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.2571  | 3960     | 0.0022        | -                      | -                      | -                      | -                      | -                     |
| 1.2603  | 3970     | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 1.2635  | 3980     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.2667  | 3990     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 1.2698  | 4000     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.2730  | 4010     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.2762  | 4020     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.2794  | 4030     | 0.525         | -                      | -                      | -                      | -                      | -                     |
| 1.2825  | 4040     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.2857  | 4050     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.2889  | 4060     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.2921  | 4070     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.2952  | 4080     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.2984  | 4090     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.3016  | 4100     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 1.3048  | 4110     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.3079  | 4120     | 0.0162        | -                      | -                      | -                      | -                      | -                     |
| 1.3111  | 4130     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.3143  | 4140     | 0.008         | -                      | -                      | -                      | -                      | -                     |
| 1.3175  | 4150     | 0.6283        | -                      | -                      | -                      | -                      | -                     |
| 1.3206  | 4160     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.3238  | 4170     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.3270  | 4180     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.3302  | 4190     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.3333  | 4200     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.3365  | 4210     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.3397  | 4220     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.3429  | 4230     | 0.0023        | -                      | -                      | -                      | -                      | -                     |
| 1.3460  | 4240     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.3492  | 4250     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.3524  | 4260     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.3556  | 4270     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.3587  | 4280     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 1.3619  | 4290     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 1.3651  | 4300     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 1.3683  | 4310     | 0.0061        | -                      | -                      | -                      | -                      | -                     |
| 1.3714  | 4320     | 0.0677        | -                      | -                      | -                      | -                      | -                     |
| 1.3746  | 4330     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.3778  | 4340     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.3810  | 4350     | 0.0784        | -                      | -                      | -                      | -                      | -                     |
| 1.3841  | 4360     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.3873  | 4370     | 0.0097        | -                      | -                      | -                      | -                      | -                     |
| 1.3905  | 4380     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.3937  | 4390     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.3968  | 4400     | 0.0065        | -                      | -                      | -                      | -                      | -                     |
| 1.4     | 4410     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.4032  | 4420     | 0.0128        | -                      | -                      | -                      | -                      | -                     |
| 1.4063  | 4430     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4095  | 4440     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 1.4127  | 4450     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.4159  | 4460     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 1.4190  | 4470     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4222  | 4480     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4254  | 4490     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4286  | 4500     | 0.0511        | -                      | -                      | -                      | -                      | -                     |
| 1.4317  | 4510     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4349  | 4520     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4381  | 4530     | 0.0044        | -                      | -                      | -                      | -                      | -                     |
| 1.4413  | 4540     | 0.0025        | -                      | -                      | -                      | -                      | -                     |
| 1.4444  | 4550     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4476  | 4560     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4508  | 4570     | 0.015         | -                      | -                      | -                      | -                      | -                     |
| 1.4540  | 4580     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.4571  | 4590     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4603  | 4600     | 0.0308        | -                      | -                      | -                      | -                      | -                     |
| 1.4635  | 4610     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.4667  | 4620     | 0.0101        | -                      | -                      | -                      | -                      | -                     |
| 1.4698  | 4630     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 1.4730  | 4640     | 0.0023        | -                      | -                      | -                      | -                      | -                     |
| 1.4762  | 4650     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.4794  | 4660     | 0.0313        | -                      | -                      | -                      | -                      | -                     |
| 1.4825  | 4670     | 0.0048        | -                      | -                      | -                      | -                      | -                     |
| 1.4857  | 4680     | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 1.4889  | 4690     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 1.4921  | 4700     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.4952  | 4710     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 1.4984  | 4720     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.5016  | 4730     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.5048  | 4740     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 1.5079  | 4750     | 0.0491        | -                      | -                      | -                      | -                      | -                     |
| 1.5111  | 4760     | 0.0272        | -                      | -                      | -                      | -                      | -                     |
| 1.5143  | 4770     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.5175  | 4780     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.5206  | 4790     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.5238  | 4800     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.5270  | 4810     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 1.5302  | 4820     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.5333  | 4830     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 1.5365  | 4840     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.5397  | 4850     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.5429  | 4860     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 1.5460  | 4870     | 0.8482        | -                      | -                      | -                      | -                      | -                     |
| 1.5492  | 4880     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.5524  | 4890     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.5556  | 4900     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.5587  | 4910     | 0.0084        | -                      | -                      | -                      | -                      | -                     |
| 1.5619  | 4920     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 1.5651  | 4930     | 0.3809        | -                      | -                      | -                      | -                      | -                     |
| 1.5683  | 4940     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 1.5714  | 4950     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.5746  | 4960     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 1.5778  | 4970     | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 1.5810  | 4980     | 0.3699        | -                      | -                      | -                      | -                      | -                     |
| 1.5841  | 4990     | 0.0022        | -                      | -                      | -                      | -                      | -                     |
| 1.5873  | 5000     | 0.0022        | -                      | -                      | -                      | -                      | -                     |
| 1.5905  | 5010     | 0.0043        | -                      | -                      | -                      | -                      | -                     |
| 1.5937  | 5020     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.5968  | 5030     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.6     | 5040     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 1.6032  | 5050     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.6063  | 5060     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.6095  | 5070     | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 1.6127  | 5080     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 1.6159  | 5090     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.6190  | 5100     | 0.0051        | -                      | -                      | -                      | -                      | -                     |
| 1.6222  | 5110     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.6254  | 5120     | 0.0214        | -                      | -                      | -                      | -                      | -                     |
| 1.6286  | 5130     | 0.0031        | -                      | -                      | -                      | -                      | -                     |
| 1.6317  | 5140     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 1.6349  | 5150     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.6381  | 5160     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.6413  | 5170     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.6444  | 5180     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 1.6476  | 5190     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.6508  | 5200     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.6540  | 5210     | 0.0023        | -                      | -                      | -                      | -                      | -                     |
| 1.6571  | 5220     | 0.2279        | -                      | -                      | -                      | -                      | -                     |
| 1.6603  | 5230     | 0.0787        | -                      | -                      | -                      | -                      | -                     |
| 1.6635  | 5240     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.6667  | 5250     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 1.6698  | 5260     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.6730  | 5270     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.6762  | 5280     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 1.6794  | 5290     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.6825  | 5300     | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 1.6857  | 5310     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.6889  | 5320     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.6921  | 5330     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 1.6952  | 5340     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.6984  | 5350     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.7016  | 5360     | 0.0294        | -                      | -                      | -                      | -                      | -                     |
| 1.7048  | 5370     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.7079  | 5380     | 0.0123        | -                      | -                      | -                      | -                      | -                     |
| 1.7111  | 5390     | 0.0053        | -                      | -                      | -                      | -                      | -                     |
| 1.7143  | 5400     | 0.2908        | -                      | -                      | -                      | -                      | -                     |
| 1.7175  | 5410     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.7206  | 5420     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.7238  | 5430     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.7270  | 5440     | 0.0384        | -                      | -                      | -                      | -                      | -                     |
| 1.7302  | 5450     | 0.2805        | -                      | -                      | -                      | -                      | -                     |
| 1.7333  | 5460     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.7365  | 5470     | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 1.7397  | 5480     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.7429  | 5490     | 1.5794        | -                      | -                      | -                      | -                      | -                     |
| 1.7460  | 5500     | 0.0125        | -                      | -                      | -                      | -                      | -                     |
| 1.7492  | 5510     | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 1.7524  | 5520     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.7556  | 5530     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.7587  | 5540     | 0.0025        | -                      | -                      | -                      | -                      | -                     |
| 1.7619  | 5550     | 0.0446        | -                      | -                      | -                      | -                      | -                     |
| 1.7651  | 5560     | 0.0023        | -                      | -                      | -                      | -                      | -                     |
| 1.7683  | 5570     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.7714  | 5580     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.7746  | 5590     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.7778  | 5600     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.7810  | 5610     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.7841  | 5620     | 0.1482        | -                      | -                      | -                      | -                      | -                     |
| 1.7873  | 5630     | 0.0632        | -                      | -                      | -                      | -                      | -                     |
| 1.7905  | 5640     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 1.7937  | 5650     | 0.0027        | -                      | -                      | -                      | -                      | -                     |
| 1.7968  | 5660     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 1.8     | 5670     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.8032  | 5680     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.8063  | 5690     | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 1.8095  | 5700     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.8127  | 5710     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 1.8159  | 5720     | 0.1265        | -                      | -                      | -                      | -                      | -                     |
| 1.8190  | 5730     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.8222  | 5740     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 1.8254  | 5750     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.8286  | 5760     | 0.0047        | -                      | -                      | -                      | -                      | -                     |
| 1.8317  | 5770     | 0.0227        | -                      | -                      | -                      | -                      | -                     |
| 1.8349  | 5780     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.8381  | 5790     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.8413  | 5800     | 0.0044        | -                      | -                      | -                      | -                      | -                     |
| 1.8444  | 5810     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.8476  | 5820     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 1.8508  | 5830     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.8540  | 5840     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 1.8571  | 5850     | 0.0027        | -                      | -                      | -                      | -                      | -                     |
| 1.8603  | 5860     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 1.8635  | 5870     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.8667  | 5880     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.8698  | 5890     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.8730  | 5900     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.8762  | 5910     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.8794  | 5920     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 1.8825  | 5930     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.8857  | 5940     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.8889  | 5950     | 0.0049        | -                      | -                      | -                      | -                      | -                     |
| 1.8921  | 5960     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.8952  | 5970     | 0.0023        | -                      | -                      | -                      | -                      | -                     |
| 1.8984  | 5980     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.9016  | 5990     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.9048  | 6000     | 0.0371        | -                      | -                      | -                      | -                      | -                     |
| 1.9079  | 6010     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.9111  | 6020     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.9143  | 6030     | 0.0116        | -                      | -                      | -                      | -                      | -                     |
| 1.9175  | 6040     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.9206  | 6050     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.9238  | 6060     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.9270  | 6070     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.9302  | 6080     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.9333  | 6090     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.9365  | 6100     | 0.4081        | -                      | -                      | -                      | -                      | -                     |
| 1.9397  | 6110     | 0.0309        | -                      | -                      | -                      | -                      | -                     |
| 1.9429  | 6120     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 1.9460  | 6130     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 1.9492  | 6140     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.9524  | 6150     | 0.0058        | -                      | -                      | -                      | -                      | -                     |
| 1.9556  | 6160     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 1.9587  | 6170     | 0.0215        | -                      | -                      | -                      | -                      | -                     |
| 1.9619  | 6180     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 1.9651  | 6190     | 0.0072        | -                      | -                      | -                      | -                      | -                     |
| 1.9683  | 6200     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.9714  | 6210     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.9746  | 6220     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 1.9778  | 6230     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 1.9810  | 6240     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 1.9841  | 6250     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 1.9873  | 6260     | 0.0027        | -                      | -                      | -                      | -                      | -                     |
| 1.9905  | 6270     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 1.9937  | 6280     | 0.0364        | -                      | -                      | -                      | -                      | -                     |
| 1.9968  | 6290     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 2.0     | 6300     | 0.0001        | 0.7724                 | 0.7705                 | 0.7673                 | 0.7579                 | 0.7396                |
| 2.0032  | 6310     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0063  | 6320     | 0.0391        | -                      | -                      | -                      | -                      | -                     |
| 2.0095  | 6330     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 2.0127  | 6340     | 0.0045        | -                      | -                      | -                      | -                      | -                     |
| 2.0159  | 6350     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.0190  | 6360     | 0.0224        | -                      | -                      | -                      | -                      | -                     |
| 2.0222  | 6370     | 0.007         | -                      | -                      | -                      | -                      | -                     |
| 2.0254  | 6380     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 2.0286  | 6390     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0317  | 6400     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.0349  | 6410     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.0381  | 6420     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0413  | 6430     | 0.1194        | -                      | -                      | -                      | -                      | -                     |
| 2.0444  | 6440     | 0.0023        | -                      | -                      | -                      | -                      | -                     |
| 2.0476  | 6450     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.0508  | 6460     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0540  | 6470     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.0571  | 6480     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.0603  | 6490     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0635  | 6500     | 0.0063        | -                      | -                      | -                      | -                      | -                     |
| 2.0667  | 6510     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0698  | 6520     | 0.0047        | -                      | -                      | -                      | -                      | -                     |
| 2.0730  | 6530     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.0762  | 6540     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0794  | 6550     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.0825  | 6560     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0857  | 6570     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.0889  | 6580     | 0.0078        | -                      | -                      | -                      | -                      | -                     |
| 2.0921  | 6590     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 2.0952  | 6600     | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 2.0984  | 6610     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1016  | 6620     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1048  | 6630     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1079  | 6640     | 0.0047        | -                      | -                      | -                      | -                      | -                     |
| 2.1111  | 6650     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 2.1143  | 6660     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1175  | 6670     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.1206  | 6680     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.1238  | 6690     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1270  | 6700     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.1302  | 6710     | 0.2378        | -                      | -                      | -                      | -                      | -                     |
| 2.1333  | 6720     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1365  | 6730     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.1397  | 6740     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 2.1429  | 6750     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 2.1460  | 6760     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1492  | 6770     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 2.1524  | 6780     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.1556  | 6790     | 0.0318        | -                      | -                      | -                      | -                      | -                     |
| 2.1587  | 6800     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.1619  | 6810     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.1651  | 6820     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.1683  | 6830     | 0.005         | -                      | -                      | -                      | -                      | -                     |
| 2.1714  | 6840     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.1746  | 6850     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.1778  | 6860     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 2.1810  | 6870     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.1841  | 6880     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.1873  | 6890     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.1905  | 6900     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.1937  | 6910     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.1968  | 6920     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.2     | 6930     | 0.1066        | -                      | -                      | -                      | -                      | -                     |
| 2.2032  | 6940     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 2.2063  | 6950     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.2095  | 6960     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.2127  | 6970     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.2159  | 6980     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 2.2190  | 6990     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.2222  | 7000     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.2254  | 7010     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.2286  | 7020     | 0.0357        | -                      | -                      | -                      | -                      | -                     |
| 2.2317  | 7030     | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 2.2349  | 7040     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.2381  | 7050     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.2413  | 7060     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.2444  | 7070     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 2.2476  | 7080     | 0.07          | -                      | -                      | -                      | -                      | -                     |
| 2.2508  | 7090     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.2540  | 7100     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.2571  | 7110     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.2603  | 7120     | 0.024         | -                      | -                      | -                      | -                      | -                     |
| 2.2635  | 7130     | 0.0034        | -                      | -                      | -                      | -                      | -                     |
| 2.2667  | 7140     | 0.0025        | -                      | -                      | -                      | -                      | -                     |
| 2.2698  | 7150     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.2730  | 7160     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.2762  | 7170     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.2794  | 7180     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 2.2825  | 7190     | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 2.2857  | 7200     | 0.2618        | -                      | -                      | -                      | -                      | -                     |
| 2.2889  | 7210     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.2921  | 7220     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.2952  | 7230     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 2.2984  | 7240     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.3016  | 7250     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3048  | 7260     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 2.3079  | 7270     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3111  | 7280     | 0.0482        | -                      | -                      | -                      | -                      | -                     |
| 2.3143  | 7290     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.3175  | 7300     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3206  | 7310     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3238  | 7320     | 0.0259        | -                      | -                      | -                      | -                      | -                     |
| 2.3270  | 7330     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 2.3302  | 7340     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 2.3333  | 7350     | 0.0063        | -                      | -                      | -                      | -                      | -                     |
| 2.3365  | 7360     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.3397  | 7370     | 0.0025        | -                      | -                      | -                      | -                      | -                     |
| 2.3429  | 7380     | 0.0215        | -                      | -                      | -                      | -                      | -                     |
| 2.3460  | 7390     | 0.1826        | -                      | -                      | -                      | -                      | -                     |
| 2.3492  | 7400     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.3524  | 7410     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.3556  | 7420     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3587  | 7430     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3619  | 7440     | 0.005         | -                      | -                      | -                      | -                      | -                     |
| 2.3651  | 7450     | 0.004         | -                      | -                      | -                      | -                      | -                     |
| 2.3683  | 7460     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3714  | 7470     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.3746  | 7480     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.3778  | 7490     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.3810  | 7500     | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 2.3841  | 7510     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.3873  | 7520     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.3905  | 7530     | 0.0036        | -                      | -                      | -                      | -                      | -                     |
| 2.3937  | 7540     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.3968  | 7550     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4     | 7560     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.4032  | 7570     | 0.0196        | -                      | -                      | -                      | -                      | -                     |
| 2.4063  | 7580     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.4095  | 7590     | 0.0042        | -                      | -                      | -                      | -                      | -                     |
| 2.4127  | 7600     | 0.0185        | -                      | -                      | -                      | -                      | -                     |
| 2.4159  | 7610     | 0.2535        | -                      | -                      | -                      | -                      | -                     |
| 2.4190  | 7620     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4222  | 7630     | 0.1162        | -                      | -                      | -                      | -                      | -                     |
| 2.4254  | 7640     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4286  | 7650     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.4317  | 7660     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.4349  | 7670     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.4381  | 7680     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4413  | 7690     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4444  | 7700     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.4476  | 7710     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.4508  | 7720     | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 2.4540  | 7730     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4571  | 7740     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.4603  | 7750     | 0.0042        | -                      | -                      | -                      | -                      | -                     |
| 2.4635  | 7760     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 2.4667  | 7770     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4698  | 7780     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.4730  | 7790     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4762  | 7800     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.4794  | 7810     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.4825  | 7820     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.4857  | 7830     | 0.0072        | -                      | -                      | -                      | -                      | -                     |
| 2.4889  | 7840     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.4921  | 7850     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.4952  | 7860     | 0.005         | -                      | -                      | -                      | -                      | -                     |
| 2.4984  | 7870     | 0.0243        | -                      | -                      | -                      | -                      | -                     |
| 2.5016  | 7880     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.5048  | 7890     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.5079  | 7900     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.5111  | 7910     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.5143  | 7920     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.5175  | 7930     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 2.5206  | 7940     | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 2.5238  | 7950     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.5270  | 7960     | 0.0043        | -                      | -                      | -                      | -                      | -                     |
| 2.5302  | 7970     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.5333  | 7980     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.5365  | 7990     | 0.0044        | -                      | -                      | -                      | -                      | -                     |
| 2.5397  | 8000     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.5429  | 8010     | 0.0155        | -                      | -                      | -                      | -                      | -                     |
| 2.5460  | 8020     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 2.5492  | 8030     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 2.5524  | 8040     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.5556  | 8050     | 0.0048        | -                      | -                      | -                      | -                      | -                     |
| 2.5587  | 8060     | 0.0043        | -                      | -                      | -                      | -                      | -                     |
| 2.5619  | 8070     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.5651  | 8080     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.5683  | 8090     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.5714  | 8100     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.5746  | 8110     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.5778  | 8120     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.5810  | 8130     | 0.1305        | -                      | -                      | -                      | -                      | -                     |
| 2.5841  | 8140     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.5873  | 8150     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.5905  | 8160     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 2.5937  | 8170     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 2.5968  | 8180     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6     | 8190     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.6032  | 8200     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.6063  | 8210     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.6095  | 8220     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 2.6127  | 8230     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.6159  | 8240     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6190  | 8250     | 0.0257        | -                      | -                      | -                      | -                      | -                     |
| 2.6222  | 8260     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6254  | 8270     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.6286  | 8280     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6317  | 8290     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6349  | 8300     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 2.6381  | 8310     | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 2.6413  | 8320     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6444  | 8330     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.6476  | 8340     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.6508  | 8350     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.6540  | 8360     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.6571  | 8370     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6603  | 8380     | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 2.6635  | 8390     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6667  | 8400     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.6698  | 8410     | 0.0073        | -                      | -                      | -                      | -                      | -                     |
| 2.6730  | 8420     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.6762  | 8430     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.6794  | 8440     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.6825  | 8450     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.6857  | 8460     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.6889  | 8470     | 0.0369        | -                      | -                      | -                      | -                      | -                     |
| 2.6921  | 8480     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.6952  | 8490     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.6984  | 8500     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.7016  | 8510     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 2.7048  | 8520     | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 2.7079  | 8530     | 0.0025        | -                      | -                      | -                      | -                      | -                     |
| 2.7111  | 8540     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.7143  | 8550     | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 2.7175  | 8560     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.7206  | 8570     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.7238  | 8580     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.7270  | 8590     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.7302  | 8600     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.7333  | 8610     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.7365  | 8620     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.7397  | 8630     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 2.7429  | 8640     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.7460  | 8650     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.7492  | 8660     | 0.0115        | -                      | -                      | -                      | -                      | -                     |
| 2.7524  | 8670     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.7556  | 8680     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.7587  | 8690     | 0.0097        | -                      | -                      | -                      | -                      | -                     |
| 2.7619  | 8700     | 0.0199        | -                      | -                      | -                      | -                      | -                     |
| 2.7651  | 8710     | 0.0832        | -                      | -                      | -                      | -                      | -                     |
| 2.7683  | 8720     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.7714  | 8730     | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 2.7746  | 8740     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.7778  | 8750     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.7810  | 8760     | 0.1405        | -                      | -                      | -                      | -                      | -                     |
| 2.7841  | 8770     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.7873  | 8780     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.7905  | 8790     | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 2.7937  | 8800     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.7968  | 8810     | 0.0631        | -                      | -                      | -                      | -                      | -                     |
| 2.8     | 8820     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.8032  | 8830     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8063  | 8840     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8095  | 8850     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8127  | 8860     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8159  | 8870     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 2.8190  | 8880     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8222  | 8890     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.8254  | 8900     | 0.0069        | -                      | -                      | -                      | -                      | -                     |
| 2.8286  | 8910     | 0.0132        | -                      | -                      | -                      | -                      | -                     |
| 2.8317  | 8920     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.8349  | 8930     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 2.8381  | 8940     | 0.0019        | -                      | -                      | -                      | -                      | -                     |
| 2.8413  | 8950     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.8444  | 8960     | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 2.8476  | 8970     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8508  | 8980     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8540  | 8990     | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 2.8571  | 9000     | 0.0049        | -                      | -                      | -                      | -                      | -                     |
| 2.8603  | 9010     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 2.8635  | 9020     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8667  | 9030     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.8698  | 9040     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.8730  | 9050     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 2.8762  | 9060     | 0.1402        | -                      | -                      | -                      | -                      | -                     |
| 2.8794  | 9070     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 2.8825  | 9080     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.8857  | 9090     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.8889  | 9100     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.8921  | 9110     | 0.0035        | -                      | -                      | -                      | -                      | -                     |
| 2.8952  | 9120     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.8984  | 9130     | 0.0141        | -                      | -                      | -                      | -                      | -                     |
| 2.9016  | 9140     | 0.0456        | -                      | -                      | -                      | -                      | -                     |
| 2.9048  | 9150     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.9079  | 9160     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9111  | 9170     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.9143  | 9180     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.9175  | 9190     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9206  | 9200     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9238  | 9210     | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 2.9270  | 9220     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.9302  | 9230     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9333  | 9240     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.9365  | 9250     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.9397  | 9260     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 2.9429  | 9270     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9460  | 9280     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.9492  | 9290     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9524  | 9300     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.9556  | 9310     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9587  | 9320     | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 2.9619  | 9330     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 2.9651  | 9340     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 2.9683  | 9350     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9714  | 9360     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.9746  | 9370     | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 2.9778  | 9380     | 0.009         | -                      | -                      | -                      | -                      | -                     |
| 2.9810  | 9390     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9841  | 9400     | 0.02          | -                      | -                      | -                      | -                      | -                     |
| 2.9873  | 9410     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 2.9905  | 9420     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 2.9937  | 9430     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 2.9968  | 9440     | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| **3.0** | **9450** | **0.0001**    | **0.7783**             | **0.7725**             | **0.7705**             | **0.7601**             | **0.7515**            |
| 3.0032  | 9460     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0063  | 9470     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0095  | 9480     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0127  | 9490     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0159  | 9500     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0190  | 9510     | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 3.0222  | 9520     | 0.0018        | -                      | -                      | -                      | -                      | -                     |
| 3.0254  | 9530     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.0286  | 9540     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.0317  | 9550     | 0.0088        | -                      | -                      | -                      | -                      | -                     |
| 3.0349  | 9560     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0381  | 9570     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0413  | 9580     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.0444  | 9590     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.0476  | 9600     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.0508  | 9610     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.0540  | 9620     | 0.509         | -                      | -                      | -                      | -                      | -                     |
| 3.0571  | 9630     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0603  | 9640     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0635  | 9650     | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.0667  | 9660     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0698  | 9670     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0730  | 9680     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.0762  | 9690     | 0.0028        | -                      | -                      | -                      | -                      | -                     |
| 3.0794  | 9700     | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 3.0825  | 9710     | 0.2634        | -                      | -                      | -                      | -                      | -                     |
| 3.0857  | 9720     | 0.007         | -                      | -                      | -                      | -                      | -                     |
| 3.0889  | 9730     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.0921  | 9740     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.0952  | 9750     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.0984  | 9760     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1016  | 9770     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1048  | 9780     | 0.0065        | -                      | -                      | -                      | -                      | -                     |
| 3.1079  | 9790     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1111  | 9800     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1143  | 9810     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1175  | 9820     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1206  | 9830     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.1238  | 9840     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1270  | 9850     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1302  | 9860     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1333  | 9870     | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 3.1365  | 9880     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.1397  | 9890     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1429  | 9900     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1460  | 9910     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1492  | 9920     | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.1524  | 9930     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1556  | 9940     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.1587  | 9950     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1619  | 9960     | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1651  | 9970     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1683  | 9980     | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.1714  | 9990     | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.1746  | 10000    | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 3.1778  | 10010    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1810  | 10020    | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 3.1841  | 10030    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.1873  | 10040    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.1905  | 10050    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.1937  | 10060    | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 3.1968  | 10070    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2     | 10080    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.2032  | 10090    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2063  | 10100    | 0.0021        | -                      | -                      | -                      | -                      | -                     |
| 3.2095  | 10110    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.2127  | 10120    | 0.0323        | -                      | -                      | -                      | -                      | -                     |
| 3.2159  | 10130    | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 3.2190  | 10140    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.2222  | 10150    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.2254  | 10160    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.2286  | 10170    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.2317  | 10180    | 0.0013        | -                      | -                      | -                      | -                      | -                     |
| 3.2349  | 10190    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.2381  | 10200    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.2413  | 10210    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2444  | 10220    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.2476  | 10230    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.2508  | 10240    | 0.1051        | -                      | -                      | -                      | -                      | -                     |
| 3.2540  | 10250    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.2571  | 10260    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2603  | 10270    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.2635  | 10280    | 0.0065        | -                      | -                      | -                      | -                      | -                     |
| 3.2667  | 10290    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.2698  | 10300    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.2730  | 10310    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.2762  | 10320    | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 3.2794  | 10330    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2825  | 10340    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2857  | 10350    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2889  | 10360    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2921  | 10370    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.2952  | 10380    | 0.003         | -                      | -                      | -                      | -                      | -                     |
| 3.2984  | 10390    | 0.0668        | -                      | -                      | -                      | -                      | -                     |
| 3.3016  | 10400    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3048  | 10410    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.3079  | 10420    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3111  | 10430    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3143  | 10440    | 0.0014        | -                      | -                      | -                      | -                      | -                     |
| 3.3175  | 10450    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3206  | 10460    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3238  | 10470    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3270  | 10480    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.3302  | 10490    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.3333  | 10500    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3365  | 10510    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.3397  | 10520    | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 3.3429  | 10530    | 0.0039        | -                      | -                      | -                      | -                      | -                     |
| 3.3460  | 10540    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.3492  | 10550    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3524  | 10560    | 0.2692        | -                      | -                      | -                      | -                      | -                     |
| 3.3556  | 10570    | 0.0007        | -                      | -                      | -                      | -                      | -                     |
| 3.3587  | 10580    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.3619  | 10590    | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 3.3651  | 10600    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.3683  | 10610    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3714  | 10620    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.3746  | 10630    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3778  | 10640    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.3810  | 10650    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.3841  | 10660    | 0.0163        | -                      | -                      | -                      | -                      | -                     |
| 3.3873  | 10670    | 0.0097        | -                      | -                      | -                      | -                      | -                     |
| 3.3905  | 10680    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.3937  | 10690    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.3968  | 10700    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.4     | 10710    | 0.0311        | -                      | -                      | -                      | -                      | -                     |
| 3.4032  | 10720    | 0.3813        | -                      | -                      | -                      | -                      | -                     |
| 3.4063  | 10730    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4095  | 10740    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4127  | 10750    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4159  | 10760    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4190  | 10770    | 0.0129        | -                      | -                      | -                      | -                      | -                     |
| 3.4222  | 10780    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4254  | 10790    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4286  | 10800    | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 3.4317  | 10810    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4349  | 10820    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.4381  | 10830    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4413  | 10840    | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 3.4444  | 10850    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4476  | 10860    | 0.002         | -                      | -                      | -                      | -                      | -                     |
| 3.4508  | 10870    | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 3.4540  | 10880    | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 3.4571  | 10890    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4603  | 10900    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4635  | 10910    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.4667  | 10920    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4698  | 10930    | 0.0081        | -                      | -                      | -                      | -                      | -                     |
| 3.4730  | 10940    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4762  | 10950    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4794  | 10960    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4825  | 10970    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4857  | 10980    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4889  | 10990    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.4921  | 11000    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.4952  | 11010    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.4984  | 11020    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.5016  | 11030    | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 3.5048  | 11040    | 0.0766        | -                      | -                      | -                      | -                      | -                     |
| 3.5079  | 11050    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5111  | 11060    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5143  | 11070    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5175  | 11080    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.5206  | 11090    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.5238  | 11100    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.5270  | 11110    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5302  | 11120    | 0.0621        | -                      | -                      | -                      | -                      | -                     |
| 3.5333  | 11130    | 0.0065        | -                      | -                      | -                      | -                      | -                     |
| 3.5365  | 11140    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5397  | 11150    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.5429  | 11160    | 0.0016        | -                      | -                      | -                      | -                      | -                     |
| 3.5460  | 11170    | 0.0009        | -                      | -                      | -                      | -                      | -                     |
| 3.5492  | 11180    | 0.0008        | -                      | -                      | -                      | -                      | -                     |
| 3.5524  | 11190    | 0.0063        | -                      | -                      | -                      | -                      | -                     |
| 3.5556  | 11200    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5587  | 11210    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.5619  | 11220    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.5651  | 11230    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5683  | 11240    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5714  | 11250    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5746  | 11260    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.5778  | 11270    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.5810  | 11280    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5841  | 11290    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.5873  | 11300    | 0.0044        | -                      | -                      | -                      | -                      | -                     |
| 3.5905  | 11310    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.5937  | 11320    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.5968  | 11330    | 0.0012        | -                      | -                      | -                      | -                      | -                     |
| 3.6     | 11340    | 0.0097        | -                      | -                      | -                      | -                      | -                     |
| 3.6032  | 11350    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6063  | 11360    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6095  | 11370    | 0.0154        | -                      | -                      | -                      | -                      | -                     |
| 3.6127  | 11380    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.6159  | 11390    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.6190  | 11400    | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 3.6222  | 11410    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.6254  | 11420    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.6286  | 11430    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6317  | 11440    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.6349  | 11450    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.6381  | 11460    | 0.0017        | -                      | -                      | -                      | -                      | -                     |
| 3.6413  | 11470    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6444  | 11480    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.6476  | 11490    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6508  | 11500    | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 3.6540  | 11510    | 0.0031        | -                      | -                      | -                      | -                      | -                     |
| 3.6571  | 11520    | 0.0023        | -                      | -                      | -                      | -                      | -                     |
| 3.6603  | 11530    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.6635  | 11540    | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 3.6667  | 11550    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6698  | 11560    | 0.0403        | -                      | -                      | -                      | -                      | -                     |
| 3.6730  | 11570    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6762  | 11580    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6794  | 11590    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.6825  | 11600    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.6857  | 11610    | 0.0024        | -                      | -                      | -                      | -                      | -                     |
| 3.6889  | 11620    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6921  | 11630    | 0.0011        | -                      | -                      | -                      | -                      | -                     |
| 3.6952  | 11640    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.6984  | 11650    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.7016  | 11660    | 0.0423        | -                      | -                      | -                      | -                      | -                     |
| 3.7048  | 11670    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7079  | 11680    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7111  | 11690    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.7143  | 11700    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7175  | 11710    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.7206  | 11720    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.7238  | 11730    | 0.0015        | -                      | -                      | -                      | -                      | -                     |
| 3.7270  | 11740    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7302  | 11750    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.7333  | 11760    | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 3.7365  | 11770    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.7397  | 11780    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7429  | 11790    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.7460  | 11800    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.7492  | 11810    | 0.0029        | -                      | -                      | -                      | -                      | -                     |
| 3.7524  | 11820    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.7556  | 11830    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.7587  | 11840    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7619  | 11850    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.7651  | 11860    | 0.0078        | -                      | -                      | -                      | -                      | -                     |
| 3.7683  | 11870    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7714  | 11880    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.7746  | 11890    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.7778  | 11900    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7810  | 11910    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.7841  | 11920    | 0.0037        | -                      | -                      | -                      | -                      | -                     |
| 3.7873  | 11930    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7905  | 11940    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.7937  | 11950    | 0.298         | -                      | -                      | -                      | -                      | -                     |
| 3.7968  | 11960    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8     | 11970    | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 3.8032  | 11980    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.8063  | 11990    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.8095  | 12000    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.8127  | 12010    | 0.0835        | -                      | -                      | -                      | -                      | -                     |
| 3.8159  | 12020    | 0.0054        | -                      | -                      | -                      | -                      | -                     |
| 3.8190  | 12030    | 0.0026        | -                      | -                      | -                      | -                      | -                     |
| 3.8222  | 12040    | 0.0289        | -                      | -                      | -                      | -                      | -                     |
| 3.8254  | 12050    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.8286  | 12060    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.8317  | 12070    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8349  | 12080    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.8381  | 12090    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.8413  | 12100    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8444  | 12110    | 0.0156        | -                      | -                      | -                      | -                      | -                     |
| 3.8476  | 12120    | 0.0633        | -                      | -                      | -                      | -                      | -                     |
| 3.8508  | 12130    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8540  | 12140    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8571  | 12150    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8603  | 12160    | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 3.8635  | 12170    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.8667  | 12180    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.8698  | 12190    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.8730  | 12200    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.8762  | 12210    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8794  | 12220    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.8825  | 12230    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.8857  | 12240    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.8889  | 12250    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.8921  | 12260    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.8952  | 12270    | 0.1166        | -                      | -                      | -                      | -                      | -                     |
| 3.8984  | 12280    | 0.3643        | -                      | -                      | -                      | -                      | -                     |
| 3.9016  | 12290    | 0.0004        | -                      | -                      | -                      | -                      | -                     |
| 3.9048  | 12300    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.9079  | 12310    | 0.0095        | -                      | -                      | -                      | -                      | -                     |
| 3.9111  | 12320    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.9143  | 12330    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.9175  | 12340    | 0.0174        | -                      | -                      | -                      | -                      | -                     |
| 3.9206  | 12350    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9238  | 12360    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9270  | 12370    | 0.0003        | -                      | -                      | -                      | -                      | -                     |
| 3.9302  | 12380    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9333  | 12390    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.9365  | 12400    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9397  | 12410    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9429  | 12420    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9460  | 12430    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.9492  | 12440    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.9524  | 12450    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9556  | 12460    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9587  | 12470    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.9619  | 12480    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.9651  | 12490    | 0.0061        | -                      | -                      | -                      | -                      | -                     |
| 3.9683  | 12500    | 0.0006        | -                      | -                      | -                      | -                      | -                     |
| 3.9714  | 12510    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9746  | 12520    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.9778  | 12530    | 0.0001        | -                      | -                      | -                      | -                      | -                     |
| 3.9810  | 12540    | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 3.9841  | 12550    | 0.0051        | -                      | -                      | -                      | -                      | -                     |
| 3.9873  | 12560    | 0.0002        | -                      | -                      | -                      | -                      | -                     |
| 3.9905  | 12570    | 0.0005        | -                      | -                      | -                      | -                      | -                     |
| 3.9937  | 12580    | 0.0           | -                      | -                      | -                      | -                      | -                     |
| 3.9968  | 12590    | 0.001         | -                      | -                      | -                      | -                      | -                     |
| 4.0     | 12600    | 0.0002        | 0.7771                 | 0.7739                 | 0.7749                 | 0.7568                 | 0.7484                |

* The bold row denotes the saved checkpoint.
</details>

### Framework Versions
- Python: 3.11.11
- Sentence Transformers: 3.4.1
- Transformers: 4.48.3
- PyTorch: 2.5.1+cu124
- Accelerate: 1.3.0
- Datasets: 3.3.0
- Tokenizers: 0.21.0

## 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",
}
```

#### MatryoshkaLoss
```bibtex
@misc{kusupati2024matryoshka,
    title={Matryoshka Representation Learning},
    author={Aditya Kusupati and Gantavya Bhatt and Aniket Rege and Matthew Wallingford and Aditya Sinha and Vivek Ramanujan and William Howard-Snyder and Kaifeng Chen and Sham Kakade and Prateek Jain and Ali Farhadi},
    year={2024},
    eprint={2205.13147},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}
```

#### MultipleNegativesRankingLoss
```bibtex
@misc{henderson2017efficient,
    title={Efficient Natural Language Response Suggestion for Smart Reply},
    author={Matthew Henderson and Rami Al-Rfou and Brian Strope and Yun-hsuan Sung and Laszlo Lukacs and Ruiqi Guo and Sanjiv Kumar and Balint Miklos and Ray Kurzweil},
    year={2017},
    eprint={1705.00652},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}
```

<!--
## Glossary

*Clearly define terms in order to be accessible across audiences.*
-->

<!--
## Model Card Authors

*Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
-->

<!--
## Model Card Contact

*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
-->