sentence-transformers safetensors new sentence-similarity feature-extraction dataset_size:1K<n<10K loss:MatryoshkaLoss loss:MultipleNegativesRankingLoss custom_code en arxiv:1908.10084 arxiv:2205.13147 arxiv:1705.00652 base_model:Alibaba-NLP/gte-base-en-v1.5 base_model:finetune:Alibaba-NLP/gte-base-en-v1.5 license:apache-2.0 model-index autotrain_compatible text-embeddings-inference endpoints_compatible region:us
---
base_model: Alibaba-NLP/gte-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
- dataset_size:1K<n<10K
- loss:MatryoshkaLoss
- loss:MultipleNegativesRankingLoss
widget:
- source_sentence: Żywot św. Stanisława
  sentences:
  - czym różni się Żywot św. Stanisława od Legendy św. Stanisława?
  - Mistrzostwa Krajów Bałkańskich w Lekkoatletyce 2012
  - dlaczego współcześni perfumiarze rzadko stosują zapach lawendy?
- source_sentence: Bitwa nad Stones River
  sentences:
  - czyim zwycięstwem zakończyła się bitwa nad Stones River?
  - w jakim kraju jest przyznawany Order Białego Lotosu?
  - kiedy Victor Horta otrzymał tytuł barona?
- source_sentence: gdzie rośnie bokkonia?
  sentences:
  - gdzie występuje rogownica szerokolistna?
  - ile goli dla Slawii Sofia strzelił Władimir Iwanow?
  - Przewody płciowe męskie i żeńskie uchodzą u nich odrębnymi otworami.
- source_sentence: czym jest Kompas Sztuki?
  sentences:
  - ' Projekt Kompas Sztuki: Galeria m2 (m kwadrat).'
  - 'Do rodzaju Caraipa zaliczanych jest ok. 55 gatunków:'
  - w którym mieście działał malarz renesansowy Jacobello del Fiore?
- source_sentence: Sen o zastrzyku Irmy
  sentences:
  - gdzie Freud spotkał Irmę we śnie o zastrzyku Irmy?
  - ile razy Srebrna Biblia była przywożona do Szwecji?
  - jaką techniką został namalowany obraz Bruegela Chrystus i cudzołożnica?
model-index:
- name: gte-base-en-v1.5-klej-dyk-v0.1
  results:
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 768
      type: dim_768
    metrics:
    - type: cosine_accuracy@1
      value: 0.20673076923076922
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.4855769230769231
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.6730769230769231
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.7908653846153846
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.20673076923076922
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.16185897435897434
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.1346153846153846
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.07908653846153846
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.20673076923076922
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.4855769230769231
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.6730769230769231
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.7908653846153846
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.48188411689532745
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.3839848519536019
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.3897833313631923
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 512
      type: dim_512
    metrics:
    - type: cosine_accuracy@1
      value: 0.19471153846153846
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.47596153846153844
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.6586538461538461
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.7716346153846154
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.19471153846153846
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.15865384615384615
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.13173076923076923
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.07716346153846153
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.19471153846153846
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.47596153846153844
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.6586538461538461
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.7716346153846154
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.4699784661922609
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.3740689865689866
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.3807931969694512
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 256
      type: dim_256
    metrics:
    - type: cosine_accuracy@1
      value: 0.19471153846153846
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.4639423076923077
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.6466346153846154
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.7307692307692307
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.19471153846153846
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.15464743589743588
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.12932692307692306
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.07307692307692307
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.19471153846153846
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.4639423076923077
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.6466346153846154
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.7307692307692307
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.4534215890186354
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.36472355769230763
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.3730539351737456
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 128
      type: dim_128
    metrics:
    - type: cosine_accuracy@1
      value: 0.19471153846153846
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.42788461538461536
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.5721153846153846
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.6899038461538461
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.19471153846153846
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.14262820512820512
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.1144230769230769
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.0689903846153846
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.19471153846153846
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.42788461538461536
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.5721153846153846
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.6899038461538461
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.42667299025011857
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.3438606532356531
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.3517227578608955
      name: Cosine Map@100
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: dim 64
      type: dim_64
    metrics:
    - type: cosine_accuracy@1
      value: 0.1778846153846154
      name: Cosine Accuracy@1
    - type: cosine_accuracy@3
      value: 0.3701923076923077
      name: Cosine Accuracy@3
    - type: cosine_accuracy@5
      value: 0.45913461538461536
      name: Cosine Accuracy@5
    - type: cosine_accuracy@10
      value: 0.5793269230769231
      name: Cosine Accuracy@10
    - type: cosine_precision@1
      value: 0.1778846153846154
      name: Cosine Precision@1
    - type: cosine_precision@3
      value: 0.12339743589743589
      name: Cosine Precision@3
    - type: cosine_precision@5
      value: 0.09182692307692308
      name: Cosine Precision@5
    - type: cosine_precision@10
      value: 0.05793269230769231
      name: Cosine Precision@10
    - type: cosine_recall@1
      value: 0.1778846153846154
      name: Cosine Recall@1
    - type: cosine_recall@3
      value: 0.3701923076923077
      name: Cosine Recall@3
    - type: cosine_recall@5
      value: 0.45913461538461536
      name: Cosine Recall@5
    - type: cosine_recall@10
      value: 0.5793269230769231
      name: Cosine Recall@10
    - type: cosine_ndcg@10
      value: 0.3628128840276353
      name: Cosine Ndcg@10
    - type: cosine_mrr@10
      value: 0.29511885683760675
      name: Cosine Mrr@10
    - type: cosine_map@100
      value: 0.3068359520768717
      name: Cosine Map@100
---

# gte-base-en-v1.5-klej-dyk-v0.1

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [Alibaba-NLP/gte-base-en-v1.5](https://huggingface.co/Alibaba-NLP/gte-base-en-v1.5). 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:** [Alibaba-NLP/gte-base-en-v1.5](https://huggingface.co/Alibaba-NLP/gte-base-en-v1.5) <!-- at revision 269b9aca14a582d83e31b8c76b2e85a266fc1d77 -->
- **Maximum Sequence Length:** 8192 tokens
- **Output Dimensionality:** 768 tokens
- **Similarity Function:** Cosine Similarity
<!-- - **Training Dataset:** Unknown -->
- **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': 8192, 'do_lower_case': False}) with Transformer model: NewModel 
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)
```

## 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("sentence_transformers_model_id")
# Run inference
sentences = [
    'Sen o zastrzyku Irmy',
    'gdzie Freud spotkał Irmę we śnie o zastrzyku Irmy?',
    'ile razy Srebrna Biblia była przywożona do Szwecji?',
]
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]
```

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

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## Evaluation

### Metrics

#### Information Retrieval
* Dataset: `dim_768`
* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)

| Metric              | Value      |
|:--------------------|:-----------|
| cosine_accuracy@1   | 0.2067     |
| cosine_accuracy@3   | 0.4856     |
| cosine_accuracy@5   | 0.6731     |
| cosine_accuracy@10  | 0.7909     |
| cosine_precision@1  | 0.2067     |
| cosine_precision@3  | 0.1619     |
| cosine_precision@5  | 0.1346     |
| cosine_precision@10 | 0.0791     |
| cosine_recall@1     | 0.2067     |
| cosine_recall@3     | 0.4856     |
| cosine_recall@5     | 0.6731     |
| cosine_recall@10    | 0.7909     |
| cosine_ndcg@10      | 0.4819     |
| cosine_mrr@10       | 0.384      |
| **cosine_map@100**  | **0.3898** |

#### Information Retrieval
* Dataset: `dim_512`
* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)

| Metric              | Value      |
|:--------------------|:-----------|
| cosine_accuracy@1   | 0.1947     |
| cosine_accuracy@3   | 0.476      |
| cosine_accuracy@5   | 0.6587     |
| cosine_accuracy@10  | 0.7716     |
| cosine_precision@1  | 0.1947     |
| cosine_precision@3  | 0.1587     |
| cosine_precision@5  | 0.1317     |
| cosine_precision@10 | 0.0772     |
| cosine_recall@1     | 0.1947     |
| cosine_recall@3     | 0.476      |
| cosine_recall@5     | 0.6587     |
| cosine_recall@10    | 0.7716     |
| cosine_ndcg@10      | 0.47       |
| cosine_mrr@10       | 0.3741     |
| **cosine_map@100**  | **0.3808** |

#### Information Retrieval
* Dataset: `dim_256`
* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)

| Metric              | Value      |
|:--------------------|:-----------|
| cosine_accuracy@1   | 0.1947     |
| cosine_accuracy@3   | 0.4639     |
| cosine_accuracy@5   | 0.6466     |
| cosine_accuracy@10  | 0.7308     |
| cosine_precision@1  | 0.1947     |
| cosine_precision@3  | 0.1546     |
| cosine_precision@5  | 0.1293     |
| cosine_precision@10 | 0.0731     |
| cosine_recall@1     | 0.1947     |
| cosine_recall@3     | 0.4639     |
| cosine_recall@5     | 0.6466     |
| cosine_recall@10    | 0.7308     |
| cosine_ndcg@10      | 0.4534     |
| cosine_mrr@10       | 0.3647     |
| **cosine_map@100**  | **0.3731** |

#### Information Retrieval
* Dataset: `dim_128`
* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)

| Metric              | Value      |
|:--------------------|:-----------|
| cosine_accuracy@1   | 0.1947     |
| cosine_accuracy@3   | 0.4279     |
| cosine_accuracy@5   | 0.5721     |
| cosine_accuracy@10  | 0.6899     |
| cosine_precision@1  | 0.1947     |
| cosine_precision@3  | 0.1426     |
| cosine_precision@5  | 0.1144     |
| cosine_precision@10 | 0.069      |
| cosine_recall@1     | 0.1947     |
| cosine_recall@3     | 0.4279     |
| cosine_recall@5     | 0.5721     |
| cosine_recall@10    | 0.6899     |
| cosine_ndcg@10      | 0.4267     |
| cosine_mrr@10       | 0.3439     |
| **cosine_map@100**  | **0.3517** |

#### Information Retrieval
* Dataset: `dim_64`
* Evaluated with [<code>InformationRetrievalEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)

| Metric              | Value      |
|:--------------------|:-----------|
| cosine_accuracy@1   | 0.1779     |
| cosine_accuracy@3   | 0.3702     |
| cosine_accuracy@5   | 0.4591     |
| cosine_accuracy@10  | 0.5793     |
| cosine_precision@1  | 0.1779     |
| cosine_precision@3  | 0.1234     |
| cosine_precision@5  | 0.0918     |
| cosine_precision@10 | 0.0579     |
| cosine_recall@1     | 0.1779     |
| cosine_recall@3     | 0.3702     |
| cosine_recall@5     | 0.4591     |
| cosine_recall@10    | 0.5793     |
| cosine_ndcg@10      | 0.3628     |
| cosine_mrr@10       | 0.2951     |
| **cosine_map@100**  | **0.3068** |

<!--
## Bias, Risks and Limitations

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### Recommendations

*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
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## Training Details

### Training Dataset

#### Unnamed Dataset


* Size: 3,738 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: 7 tokens</li><li>mean: 89.43 tokens</li><li>max: 507 tokens</li></ul> | <ul><li>min: 9 tokens</li><li>mean: 30.98 tokens</li><li>max: 76 tokens</li></ul> |
* Samples:
  | positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | anchor                                                                                                                      |
  |:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------|
  | <code>Zespół Blaua (zespół Jabsa, ang. Blau syndrome, BS) – rzadka choroba genetyczna o dziedziczeniu autosomalnym dominującym, charakteryzująca się ziarniniakowym zapaleniem stawów o wczesnym początku, zapaleniem jagodówki (uveitis) i wysypką skórną, a także kamptodaktylią.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | <code>jakie choroby genetyczne dziedziczą się autosomalnie dominująco?</code>                                               |
  | <code>Gorgippia Gorgippia – starożytne miasto bosporańskie nad Morzem Czarnym, którego pozostałości znajdują się obecnie pod współczesną zabudową centralnej części miasta Anapa w Kraju Krasnodarskim w Rosji.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | <code>gdzie obecnie znajduje się starożytne miasto Gorgippia?</code>                                                        |
  | <code>Ulubionym dystansem Rücker było 400 metrów i to na nim notowała największe indywidualne sukcesy : srebrny medal Mistrzostw Europy juniorów w lekkoatletyce (Saloniki 1991) 6. miejsce w Pucharze Świata w Lekkoatletyce (Hawana 1992) 5. miejsce na Mistrzostwach Europy w Lekkoatletyce (Helsinki 1994) srebro podczas Mistrzostw Świata w Lekkoatletyce (Sewilla 1999) złota medalistka mistrzostw Niemiec Duże sukcesy odnosiła także w sztafecie 4 x 400 metrów : złoto Mistrzostw Europy juniorów w lekkoatletyce (Varaždin 1989) złoty medal Mistrzostw Europy juniorów w lekkoatletyce (Saloniki 1991) brąz na Mistrzostwach Europy w Lekkoatletyce (Helsinki 1994) brązowy medal podczas Igrzysk Olimpijskich (Atlanta 1996) brąz na Halowych Mistrzostwach Świata w Lekkoatletyce (Paryż 1997) złoto Mistrzostw Świata w Lekkoatletyce (Ateny 1997) brązowy medal Mistrzostw Świata w Lekkoatletyce (Sewilla 1999)</code> | <code>kto zaprojektował medale, które będą wręczane podczas tegorocznych mistrzostw Europy juniorów w lekkoatletyce?</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`: 4
- `per_device_eval_batch_size`: 4
- `gradient_accumulation_steps`: 4
- `learning_rate`: 2e-05
- `num_train_epochs`: 5
- `lr_scheduler_type`: cosine
- `warmup_ratio`: 0.1
- `bf16`: True
- `tf32`: True
- `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`: 4
- `per_device_eval_batch_size`: 4
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 4
- `eval_accumulation_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`: 5
- `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`: True
- `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`: False
- `hub_always_push`: False
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `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
- `batch_sampler`: no_duplicates
- `multi_dataset_batch_sampler`: proportional

</details>

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

| Epoch      | Step    | Training Loss | dim_128_cosine_map@100 | dim_256_cosine_map@100 | dim_512_cosine_map@100 | dim_64_cosine_map@100 | dim_768_cosine_map@100 |
|:----------:|:-------:|:-------------:|:----------------------:|:----------------------:|:----------------------:|:---------------------:|:----------------------:|
| 0.0043     | 1       | 3.4442        | -                      | -                      | -                      | -                     | -                      |
| 0.0086     | 2       | 1.3916        | -                      | -                      | -                      | -                     | -                      |
| 0.0128     | 3       | 3.1284        | -                      | -                      | -                      | -                     | -                      |
| 0.0171     | 4       | 2.2049        | -                      | -                      | -                      | -                     | -                      |
| 0.0214     | 5       | 1.1821        | -                      | -                      | -                      | -                     | -                      |
| 0.0257     | 6       | 2.6633        | -                      | -                      | -                      | -                     | -                      |
| 0.0299     | 7       | 1.8173        | -                      | -                      | -                      | -                     | -                      |
| 0.0342     | 8       | 3.8366        | -                      | -                      | -                      | -                     | -                      |
| 0.0385     | 9       | 2.4439        | -                      | -                      | -                      | -                     | -                      |
| 0.0428     | 10      | 1.9733        | -                      | -                      | -                      | -                     | -                      |
| 0.0471     | 11      | 3.7611        | -                      | -                      | -                      | -                     | -                      |
| 0.0513     | 12      | 2.578         | -                      | -                      | -                      | -                     | -                      |
| 0.0556     | 13      | 1.656         | -                      | -                      | -                      | -                     | -                      |
| 0.0599     | 14      | 2.1508        | -                      | -                      | -                      | -                     | -                      |
| 0.0642     | 15      | 1.4962        | -                      | -                      | -                      | -                     | -                      |
| 0.0684     | 16      | 1.5743        | -                      | -                      | -                      | -                     | -                      |
| 0.0727     | 17      | 2.5404        | -                      | -                      | -                      | -                     | -                      |
| 0.0770     | 18      | 1.1436        | -                      | -                      | -                      | -                     | -                      |
| 0.0813     | 19      | 3.1786        | -                      | -                      | -                      | -                     | -                      |
| 0.0856     | 20      | 2.3377        | -                      | -                      | -                      | -                     | -                      |
| 0.0898     | 21      | 1.9693        | -                      | -                      | -                      | -                     | -                      |
| 0.0941     | 22      | 2.3942        | -                      | -                      | -                      | -                     | -                      |
| 0.0984     | 23      | 2.2259        | -                      | -                      | -                      | -                     | -                      |
| 0.1027     | 24      | 3.3127        | -                      | -                      | -                      | -                     | -                      |
| 0.1070     | 25      | 1.3368        | -                      | -                      | -                      | -                     | -                      |
| 0.1112     | 26      | 2.5546        | -                      | -                      | -                      | -                     | -                      |
| 0.1155     | 27      | 1.5828        | -                      | -                      | -                      | -                     | -                      |
| 0.1198     | 28      | 1.908         | -                      | -                      | -                      | -                     | -                      |
| 0.1241     | 29      | 1.9959        | -                      | -                      | -                      | -                     | -                      |
| 0.1283     | 30      | 1.2909        | -                      | -                      | -                      | -                     | -                      |
| 0.1326     | 31      | 1.7274        | -                      | -                      | -                      | -                     | -                      |
| 0.1369     | 32      | 1.9055        | -                      | -                      | -                      | -                     | -                      |
| 0.1412     | 33      | 3.3274        | -                      | -                      | -                      | -                     | -                      |
| 0.1455     | 34      | 2.5554        | -                      | -                      | -                      | -                     | -                      |
| 0.1497     | 35      | 1.7876        | -                      | -                      | -                      | -                     | -                      |
| 0.1540     | 36      | 2.0285        | -                      | -                      | -                      | -                     | -                      |
| 0.1583     | 37      | 3.0761        | -                      | -                      | -                      | -                     | -                      |
| 0.1626     | 38      | 3.4766        | -                      | -                      | -                      | -                     | -                      |
| 0.1668     | 39      | 1.4406        | -                      | -                      | -                      | -                     | -                      |
| 0.1711     | 40      | 1.7384        | -                      | -                      | -                      | -                     | -                      |
| 0.1754     | 41      | 1.8092        | -                      | -                      | -                      | -                     | -                      |
| 0.1797     | 42      | 3.146         | -                      | -                      | -                      | -                     | -                      |
| 0.1840     | 43      | 1.9202        | -                      | -                      | -                      | -                     | -                      |
| 0.1882     | 44      | 2.4776        | -                      | -                      | -                      | -                     | -                      |
| 0.1925     | 45      | 2.273         | -                      | -                      | -                      | -                     | -                      |
| 0.1968     | 46      | 1.2158        | -                      | -                      | -                      | -                     | -                      |
| 0.2011     | 47      | 0.6314        | -                      | -                      | -                      | -                     | -                      |
| 0.2053     | 48      | 1.2217        | -                      | -                      | -                      | -                     | -                      |
| 0.2096     | 49      | 1.7213        | -                      | -                      | -                      | -                     | -                      |
| 0.2139     | 50      | 2.1634        | -                      | -                      | -                      | -                     | -                      |
| 0.2182     | 51      | 1.0438        | -                      | -                      | -                      | -                     | -                      |
| 0.2225     | 52      | 1.4275        | -                      | -                      | -                      | -                     | -                      |
| 0.2267     | 53      | 1.6839        | -                      | -                      | -                      | -                     | -                      |
| 0.2310     | 54      | 1.5435        | -                      | -                      | -                      | -                     | -                      |
| 0.2353     | 55      | 2.3815        | -                      | -                      | -                      | -                     | -                      |
| 0.2396     | 56      | 2.3042        | -                      | -                      | -                      | -                     | -                      |
| 0.2439     | 57      | 2.3085        | -                      | -                      | -                      | -                     | -                      |
| 0.2481     | 58      | 2.0621        | -                      | -                      | -                      | -                     | -                      |
| 0.2524     | 59      | 1.339         | -                      | -                      | -                      | -                     | -                      |
| 0.2567     | 60      | 0.9167        | -                      | -                      | -                      | -                     | -                      |
| 0.2610     | 61      | 0.8112        | -                      | -                      | -                      | -                     | -                      |
| 0.2652     | 62      | 2.2327        | -                      | -                      | -                      | -                     | -                      |
| 0.2695     | 63      | 2.6571        | -                      | -                      | -                      | -                     | -                      |
| 0.2738     | 64      | 1.8199        | -                      | -                      | -                      | -                     | -                      |
| 0.2781     | 65      | 2.6123        | -                      | -                      | -                      | -                     | -                      |
| 0.2824     | 66      | 0.6182        | -                      | -                      | -                      | -                     | -                      |
| 0.2866     | 67      | 1.8278        | -                      | -                      | -                      | -                     | -                      |
| 0.2909     | 68      | 1.6969        | -                      | -                      | -                      | -                     | -                      |
| 0.2952     | 69      | 0.7902        | -                      | -                      | -                      | -                     | -                      |
| 0.2995     | 70      | 2.1857        | -                      | -                      | -                      | -                     | -                      |
| 0.3037     | 71      | 0.8371        | -                      | -                      | -                      | -                     | -                      |
| 0.3080     | 72      | 2.2118        | -                      | -                      | -                      | -                     | -                      |
| 0.3123     | 73      | 0.2464        | -                      | -                      | -                      | -                     | -                      |
| 0.3166     | 74      | 1.5362        | -                      | -                      | -                      | -                     | -                      |
| 0.3209     | 75      | 2.1047        | -                      | -                      | -                      | -                     | -                      |
| 0.3251     | 76      | 1.2654        | -                      | -                      | -                      | -                     | -                      |
| 0.3294     | 77      | 1.5016        | -                      | -                      | -                      | -                     | -                      |
| 0.3337     | 78      | 0.9273        | -                      | -                      | -                      | -                     | -                      |
| 0.3380     | 79      | 0.9228        | -                      | -                      | -                      | -                     | -                      |
| 0.3422     | 80      | 0.8002        | -                      | -                      | -                      | -                     | -                      |
| 0.3465     | 81      | 0.8325        | -                      | -                      | -                      | -                     | -                      |
| 0.3508     | 82      | 1.4914        | -                      | -                      | -                      | -                     | -                      |
| 0.3551     | 83      | 1.5896        | -                      | -                      | -                      | -                     | -                      |
| 0.3594     | 84      | 1.8716        | -                      | -                      | -                      | -                     | -                      |
| 0.3636     | 85      | 1.0927        | -                      | -                      | -                      | -                     | -                      |
| 0.3679     | 86      | 1.1389        | -                      | -                      | -                      | -                     | -                      |
| 0.3722     | 87      | 0.9251        | -                      | -                      | -                      | -                     | -                      |
| 0.3765     | 88      | 1.3966        | -                      | -                      | -                      | -                     | -                      |
| 0.3807     | 89      | 2.2866        | -                      | -                      | -                      | -                     | -                      |
| 0.3850     | 90      | 1.3756        | -                      | -                      | -                      | -                     | -                      |
| 0.3893     | 91      | 0.7271        | -                      | -                      | -                      | -                     | -                      |
| 0.3936     | 92      | 1.7267        | -                      | -                      | -                      | -                     | -                      |
| 0.3979     | 93      | 2.0597        | -                      | -                      | -                      | -                     | -                      |
| 0.4021     | 94      | 1.9522        | -                      | -                      | -                      | -                     | -                      |
| 0.4064     | 95      | 1.0192        | -                      | -                      | -                      | -                     | -                      |
| 0.4107     | 96      | 2.987         | -                      | -                      | -                      | -                     | -                      |
| 0.4150     | 97      | 1.9623        | -                      | -                      | -                      | -                     | -                      |
| 0.4193     | 98      | 2.0779        | -                      | -                      | -                      | -                     | -                      |
| 0.4235     | 99      | 1.6256        | -                      | -                      | -                      | -                     | -                      |
| 0.4278     | 100     | 1.6273        | -                      | -                      | -                      | -                     | -                      |
| 0.4321     | 101     | 2.848         | -                      | -                      | -                      | -                     | -                      |
| 0.4364     | 102     | 1.4129        | -                      | -                      | -                      | -                     | -                      |
| 0.4406     | 103     | 0.7578        | -                      | -                      | -                      | -                     | -                      |
| 0.4449     | 104     | 0.7026        | -                      | -                      | -                      | -                     | -                      |
| 0.4492     | 105     | 1.5958        | -                      | -                      | -                      | -                     | -                      |
| 0.4535     | 106     | 2.5135        | -                      | -                      | -                      | -                     | -                      |
| 0.4578     | 107     | 0.5845        | -                      | -                      | -                      | -                     | -                      |
| 0.4620     | 108     | 1.4398        | -                      | -                      | -                      | -                     | -                      |
| 0.4663     | 109     | 1.0315        | -                      | -                      | -                      | -                     | -                      |
| 0.4706     | 110     | 0.7233        | -                      | -                      | -                      | -                     | -                      |
| 0.4749     | 111     | 0.4793        | -                      | -                      | -                      | -                     | -                      |
| 0.4791     | 112     | 0.52          | -                      | -                      | -                      | -                     | -                      |
| 0.4834     | 113     | 0.4099        | -                      | -                      | -                      | -                     | -                      |
| 0.4877     | 114     | 1.2661        | -                      | -                      | -                      | -                     | -                      |
| 0.4920     | 115     | 1.7636        | -                      | -                      | -                      | -                     | -                      |
| 0.4963     | 116     | 2.0581        | -                      | -                      | -                      | -                     | -                      |
| 0.5005     | 117     | 0.9092        | -                      | -                      | -                      | -                     | -                      |
| 0.5048     | 118     | 1.5175        | -                      | -                      | -                      | -                     | -                      |
| 0.5091     | 119     | 1.7537        | -                      | -                      | -                      | -                     | -                      |
| 0.5134     | 120     | 0.984         | -                      | -                      | -                      | -                     | -                      |
| 0.5176     | 121     | 0.5867        | -                      | -                      | -                      | -                     | -                      |
| 0.5219     | 122     | 0.7082        | -                      | -                      | -                      | -                     | -                      |
| 0.5262     | 123     | 1.1787        | -                      | -                      | -                      | -                     | -                      |
| 0.5305     | 124     | 1.0118        | -                      | -                      | -                      | -                     | -                      |
| 0.5348     | 125     | 2.0169        | -                      | -                      | -                      | -                     | -                      |
| 0.5390     | 126     | 1.2881        | -                      | -                      | -                      | -                     | -                      |
| 0.5433     | 127     | 1.4748        | -                      | -                      | -                      | -                     | -                      |
| 0.5476     | 128     | 1.9601        | -                      | -                      | -                      | -                     | -                      |
| 0.5519     | 129     | 2.7434        | -                      | -                      | -                      | -                     | -                      |
| 0.5561     | 130     | 1.3171        | -                      | -                      | -                      | -                     | -                      |
| 0.5604     | 131     | 1.221         | -                      | -                      | -                      | -                     | -                      |
| 0.5647     | 132     | 1.24          | -                      | -                      | -                      | -                     | -                      |
| 0.5690     | 133     | 1.7489        | -                      | -                      | -                      | -                     | -                      |
| 0.5733     | 134     | 1.5888        | -                      | -                      | -                      | -                     | -                      |
| 0.5775     | 135     | 1.6449        | -                      | -                      | -                      | -                     | -                      |
| 0.5818     | 136     | 2.2163        | -                      | -                      | -                      | -                     | -                      |
| 0.5861     | 137     | 1.3148        | -                      | -                      | -                      | -                     | -                      |
| 0.5904     | 138     | 0.9209        | -                      | -                      | -                      | -                     | -                      |
| 0.5947     | 139     | 1.3826        | -                      | -                      | -                      | -                     | -                      |
| 0.5989     | 140     | 0.7924        | -                      | -                      | -                      | -                     | -                      |
| 0.6032     | 141     | 0.603         | -                      | -                      | -                      | -                     | -                      |
| 0.6075     | 142     | 1.6646        | -                      | -                      | -                      | -                     | -                      |
| 0.6118     | 143     | 1.2747        | -                      | -                      | -                      | -                     | -                      |
| 0.6160     | 144     | 2.4583        | -                      | -                      | -                      | -                     | -                      |
| 0.6203     | 145     | 2.0143        | -                      | -                      | -                      | -                     | -                      |
| 0.6246     | 146     | 1.8152        | -                      | -                      | -                      | -                     | -                      |
| 0.6289     | 147     | 0.6461        | -                      | -                      | -                      | -                     | -                      |
| 0.6332     | 148     | 0.5025        | -                      | -                      | -                      | -                     | -                      |
| 0.6374     | 149     | 0.6427        | -                      | -                      | -                      | -                     | -                      |
| 0.6417     | 150     | 1.6096        | -                      | -                      | -                      | -                     | -                      |
| 0.6460     | 151     | 3.0679        | -                      | -                      | -                      | -                     | -                      |
| 0.6503     | 152     | 2.8778        | -                      | -                      | -                      | -                     | -                      |
| 0.6545     | 153     | 1.2788        | -                      | -                      | -                      | -                     | -                      |
| 0.6588     | 154     | 0.5234        | -                      | -                      | -                      | -                     | -                      |
| 0.6631     | 155     | 1.2211        | -                      | -                      | -                      | -                     | -                      |
| 0.6674     | 156     | 1.5935        | -                      | -                      | -                      | -                     | -                      |
| 0.6717     | 157     | 1.892         | -                      | -                      | -                      | -                     | -                      |
| 0.6759     | 158     | 0.9767        | -                      | -                      | -                      | -                     | -                      |
| 0.6802     | 159     | 1.8692        | -                      | -                      | -                      | -                     | -                      |
| 0.6845     | 160     | 1.9853        | -                      | -                      | -                      | -                     | -                      |
| 0.6888     | 161     | 0.9568        | -                      | -                      | -                      | -                     | -                      |
| 0.6930     | 162     | 0.526         | -                      | -                      | -                      | -                     | -                      |
| 0.6973     | 163     | 0.6527        | -                      | -                      | -                      | -                     | -                      |
| 0.7016     | 164     | 1.2888        | -                      | -                      | -                      | -                     | -                      |
| 0.7059     | 165     | 0.9485        | -                      | -                      | -                      | -                     | -                      |
| 0.7102     | 166     | 2.3512        | -                      | -                      | -                      | -                     | -                      |
| 0.7144     | 167     | 2.5909        | -                      | -                      | -                      | -                     | -                      |
| 0.7187     | 168     | 1.9271        | -                      | -                      | -                      | -                     | -                      |
| 0.7230     | 169     | 1.7218        | -                      | -                      | -                      | -                     | -                      |
| 0.7273     | 170     | 1.6517        | -                      | -                      | -                      | -                     | -                      |
| 0.7316     | 171     | 1.3378        | -                      | -                      | -                      | -                     | -                      |
| 0.7358     | 172     | 1.5502        | -                      | -                      | -                      | -                     | -                      |
| 0.7401     | 173     | 1.7182        | -                      | -                      | -                      | -                     | -                      |
| 0.7444     | 174     | 2.0422        | -                      | -                      | -                      | -                     | -                      |
| 0.7487     | 175     | 2.1827        | -                      | -                      | -                      | -                     | -                      |
| 0.7529     | 176     | 0.917         | -                      | -                      | -                      | -                     | -                      |
| 0.7572     | 177     | 2.4209        | -                      | -                      | -                      | -                     | -                      |
| 0.7615     | 178     | 0.7705        | -                      | -                      | -                      | -                     | -                      |
| 0.7658     | 179     | 0.4089        | -                      | -                      | -                      | -                     | -                      |
| 0.7701     | 180     | 0.7368        | -                      | -                      | -                      | -                     | -                      |
| 0.7743     | 181     | 0.7583        | -                      | -                      | -                      | -                     | -                      |
| 0.7786     | 182     | 1.2686        | -                      | -                      | -                      | -                     | -                      |
| 0.7829     | 183     | 0.9401        | -                      | -                      | -                      | -                     | -                      |
| 0.7872     | 184     | 1.9668        | -                      | -                      | -                      | -                     | -                      |
| 0.7914     | 185     | 1.7905        | -                      | -                      | -                      | -                     | -                      |
| 0.7957     | 186     | 0.4372        | -                      | -                      | -                      | -                     | -                      |
| 0.8        | 187     | 1.3618        | -                      | -                      | -                      | -                     | -                      |
| 0.8043     | 188     | 1.0816        | -                      | -                      | -                      | -                     | -                      |
| 0.8086     | 189     | 0.5696        | -                      | -                      | -                      | -                     | -                      |
| 0.8128     | 190     | 0.7607        | -                      | -                      | -                      | -                     | -                      |
| 0.8171     | 191     | 2.8499        | -                      | -                      | -                      | -                     | -                      |
| 0.8214     | 192     | 2.251         | -                      | -                      | -                      | -                     | -                      |
| 0.8257     | 193     | 2.3819        | -                      | -                      | -                      | -                     | -                      |
| 0.8299     | 194     | 0.4848        | -                      | -                      | -                      | -                     | -                      |
| 0.8342     | 195     | 1.0241        | -                      | -                      | -                      | -                     | -                      |
| 0.8385     | 196     | 0.4664        | -                      | -                      | -                      | -                     | -                      |
| 0.8428     | 197     | 1.0253        | -                      | -                      | -                      | -                     | -                      |
| 0.8471     | 198     | 1.3517        | -                      | -                      | -                      | -                     | -                      |
| 0.8513     | 199     | 1.5231        | -                      | -                      | -                      | -                     | -                      |
| 0.8556     | 200     | 1.9424        | -                      | -                      | -                      | -                     | -                      |
| 0.8599     | 201     | 1.6661        | -                      | -                      | -                      | -                     | -                      |
| 0.8642     | 202     | 0.204         | -                      | -                      | -                      | -                     | -                      |
| 0.8684     | 203     | 1.805         | -                      | -                      | -                      | -                     | -                      |
| 0.8727     | 204     | 1.2863        | -                      | -                      | -                      | -                     | -                      |
| 0.8770     | 205     | 2.3292        | -                      | -                      | -                      | -                     | -                      |
| 0.8813     | 206     | 1.4561        | -                      | -                      | -                      | -                     | -                      |
| 0.8856     | 207     | 0.4618        | -                      | -                      | -                      | -                     | -                      |
| 0.8898     | 208     | 0.9744        | -                      | -                      | -                      | -                     | -                      |
| 0.8941     | 209     | 0.5276        | -                      | -                      | -                      | -                     | -                      |
| 0.8984     | 210     | 0.8812        | -                      | -                      | -                      | -                     | -                      |
| 0.9027     | 211     | 0.6778        | -                      | -                      | -                      | -                     | -                      |
| 0.9070     | 212     | 1.2382        | -                      | -                      | -                      | -                     | -                      |
| 0.9112     | 213     | 0.7281        | -                      | -                      | -                      | -                     | -                      |
| 0.9155     | 214     | 1.4499        | -                      | -                      | -                      | -                     | -                      |
| 0.9198     | 215     | 1.8433        | -                      | -                      | -                      | -                     | -                      |
| 0.9241     | 216     | 0.4683        | -                      | -                      | -                      | -                     | -                      |
| 0.9283     | 217     | 0.7045        | -                      | -                      | -                      | -                     | -                      |
| 0.9326     | 218     | 1.0181        | -                      | -                      | -                      | -                     | -                      |
| 0.9369     | 219     | 1.104         | -                      | -                      | -                      | -                     | -                      |
| 0.9412     | 220     | 0.4282        | -                      | -                      | -                      | -                     | -                      |
| 0.9455     | 221     | 1.8888        | -                      | -                      | -                      | -                     | -                      |
| 0.9497     | 222     | 0.7936        | -                      | -                      | -                      | -                     | -                      |
| 0.9540     | 223     | 2.5346        | -                      | -                      | -                      | -                     | -                      |
| 0.9583     | 224     | 0.8337        | -                      | -                      | -                      | -                     | -                      |
| 0.9626     | 225     | 1.6245        | -                      | -                      | -                      | -                     | -                      |
| 0.9668     | 226     | 0.8955        | -                      | -                      | -                      | -                     | -                      |
| 0.9711     | 227     | 0.9813        | -                      | -                      | -                      | -                     | -                      |
| 0.9754     | 228     | 0.9429        | -                      | -                      | -                      | -                     | -                      |
| 0.9797     | 229     | 1.5297        | -                      | -                      | -                      | -                     | -                      |
| 0.9840     | 230     | 1.0861        | -                      | -                      | -                      | -                     | -                      |
| 0.9882     | 231     | 1.5228        | -                      | -                      | -                      | -                     | -                      |
| 0.9925     | 232     | 0.8545        | -                      | -                      | -                      | -                     | -                      |
| 0.9968     | 233     | 2.3052        | 0.3541                 | 0.3928                 | 0.3969                 | 0.2990                | 0.4032                 |
| 1.0011     | 234     | 0.5205        | -                      | -                      | -                      | -                     | -                      |
| 1.0053     | 235     | 1.6719        | -                      | -                      | -                      | -                     | -                      |
| 1.0096     | 236     | 0.5632        | -                      | -                      | -                      | -                     | -                      |
| 1.0139     | 237     | 0.3602        | -                      | -                      | -                      | -                     | -                      |
| 1.0182     | 238     | 0.4581        | -                      | -                      | -                      | -                     | -                      |
| 1.0225     | 239     | 1.7666        | -                      | -                      | -                      | -                     | -                      |
| 1.0267     | 240     | 0.925         | -                      | -                      | -                      | -                     | -                      |
| 1.0310     | 241     | 0.9264        | -                      | -                      | -                      | -                     | -                      |
| 1.0353     | 242     | 1.5405        | -                      | -                      | -                      | -                     | -                      |
| 1.0396     | 243     | 0.5346        | -                      | -                      | -                      | -                     | -                      |
| 1.0439     | 244     | 1.1432        | -                      | -                      | -                      | -                     | -                      |
| 1.0481     | 245     | 2.7575        | -                      | -                      | -                      | -                     | -                      |
| 1.0524     | 246     | 0.6409        | -                      | -                      | -                      | -                     | -                      |
| 1.0567     | 247     | 0.5409        | -                      | -                      | -                      | -                     | -                      |
| 1.0610     | 248     | 0.5996        | -                      | -                      | -                      | -                     | -                      |
| 1.0652     | 249     | 0.6733        | -                      | -                      | -                      | -                     | -                      |
| 1.0695     | 250     | 0.9336        | -                      | -                      | -                      | -                     | -                      |
| 1.0738     | 251     | 1.4003        | -                      | -                      | -                      | -                     | -                      |
| 1.0781     | 252     | 0.544         | -                      | -                      | -                      | -                     | -                      |
| 1.0824     | 253     | 1.871         | -                      | -                      | -                      | -                     | -                      |
| 1.0866     | 254     | 1.8823        | -                      | -                      | -                      | -                     | -                      |
| 1.0909     | 255     | 0.9452        | -                      | -                      | -                      | -                     | -                      |
| 1.0952     | 256     | 0.5241        | -                      | -                      | -                      | -                     | -                      |
| 1.0995     | 257     | 0.5349        | -                      | -                      | -                      | -                     | -                      |
| 1.1037     | 258     | 1.7114        | -                      | -                      | -                      | -                     | -                      |
| 1.1080     | 259     | 0.6899        | -                      | -                      | -                      | -                     | -                      |
| 1.1123     | 260     | 0.657         | -                      | -                      | -                      | -                     | -                      |
| 1.1166     | 261     | 0.5195        | -                      | -                      | -                      | -                     | -                      |
| 1.1209     | 262     | 1.3961        | -                      | -                      | -                      | -                     | -                      |
| 1.1251     | 263     | 0.429         | -                      | -                      | -                      | -                     | -                      |
| 1.1294     | 264     | 0.0763        | -                      | -                      | -                      | -                     | -                      |
| 1.1337     | 265     | 0.7172        | -                      | -                      | -                      | -                     | -                      |
| 1.1380     | 266     | 0.408         | -                      | -                      | -                      | -                     | -                      |
| 1.1422     | 267     | 0.7704        | -                      | -                      | -                      | -                     | -                      |
| 1.1465     | 268     | 0.7025        | -                      | -                      | -                      | -                     | -                      |
| 1.1508     | 269     | 0.4682        | -                      | -                      | -                      | -                     | -                      |
| 1.1551     | 270     | 0.4666        | -                      | -                      | -                      | -                     | -                      |
| 1.1594     | 271     | 1.8544        | -                      | -                      | -                      | -                     | -                      |
| 1.1636     | 272     | 0.5303        | -                      | -                      | -                      | -                     | -                      |
| 1.1679     | 273     | 0.6873        | -                      | -                      | -                      | -                     | -                      |
| 1.1722     | 274     | 0.6294        | -                      | -                      | -                      | -                     | -                      |
| 1.1765     | 275     | 1.7406        | -                      | -                      | -                      | -                     | -                      |
| 1.1807     | 276     | 0.9965        | -                      | -                      | -                      | -                     | -                      |
| 1.1850     | 277     | 0.5852        | -                      | -                      | -                      | -                     | -                      |
| 1.1893     | 278     | 0.7836        | -                      | -                      | -                      | -                     | -                      |
| 1.1936     | 279     | 0.5689        | -                      | -                      | -                      | -                     | -                      |
| 1.1979     | 280     | 0.3104        | -                      | -                      | -                      | -                     | -                      |
| 1.2021     | 281     | 0.1838        | -                      | -                      | -                      | -                     | -                      |
| 1.2064     | 282     | 1.2004        | -                      | -                      | -                      | -                     | -                      |
| 1.2107     | 283     | 0.2965        | -                      | -                      | -                      | -                     | -                      |
| 1.2150     | 284     | 0.8235        | -                      | -                      | -                      | -                     | -                      |
| 1.2193     | 285     | 0.4341        | -                      | -                      | -                      | -                     | -                      |
| 1.2235     | 286     | 0.8613        | -                      | -                      | -                      | -                     | -                      |
| 1.2278     | 287     | 0.2466        | -                      | -                      | -                      | -                     | -                      |
| 1.2321     | 288     | 0.4417        | -                      | -                      | -                      | -                     | -                      |
| 1.2364     | 289     | 0.3849        | -                      | -                      | -                      | -                     | -                      |
| 1.2406     | 290     | 1.0044        | -                      | -                      | -                      | -                     | -                      |
| 1.2449     | 291     | 0.4567        | -                      | -                      | -                      | -                     | -                      |
| 1.2492     | 292     | 0.7786        | -                      | -                      | -                      | -                     | -                      |
| 1.2535     | 293     | 0.1726        | -                      | -                      | -                      | -                     | -                      |
| 1.2578     | 294     | 0.6764        | -                      | -                      | -                      | -                     | -                      |
| 1.2620     | 295     | 0.5581        | -                      | -                      | -                      | -                     | -                      |
| 1.2663     | 296     | 0.3714        | -                      | -                      | -                      | -                     | -                      |
| 1.2706     | 297     | 0.4684        | -                      | -                      | -                      | -                     | -                      |
| 1.2749     | 298     | 1.197         | -                      | -                      | -                      | -                     | -                      |
| 1.2791     | 299     | 0.3273        | -                      | -                      | -                      | -                     | -                      |
| 1.2834     | 300     | 0.1804        | -                      | -                      | -                      | -                     | -                      |
| 1.2877     | 301     | 0.5446        | -                      | -                      | -                      | -                     | -                      |
| 1.2920     | 302     | 0.978         | -                      | -                      | -                      | -                     | -                      |
| 1.2963     | 303     | 0.1825        | -                      | -                      | -                      | -                     | -                      |
| 1.3005     | 304     | 0.8737        | -                      | -                      | -                      | -                     | -                      |
| 1.3048     | 305     | 0.1771        | -                      | -                      | -                      | -                     | -                      |
| 1.3091     | 306     | 0.1146        | -                      | -                      | -                      | -                     | -                      |
| 1.3134     | 307     | 0.2057        | -                      | -                      | -                      | -                     | -                      |
| 1.3176     | 308     | 0.7019        | -                      | -                      | -                      | -                     | -                      |
| 1.3219     | 309     | 0.4566        | -                      | -                      | -                      | -                     | -                      |
| 1.3262     | 310     | 0.5807        | -                      | -                      | -                      | -                     | -                      |
| 1.3305     | 311     | 0.299         | -                      | -                      | -                      | -                     | -                      |
| 1.3348     | 312     | 0.5087        | -                      | -                      | -                      | -                     | -                      |
| 1.3390     | 313     | 0.4208        | -                      | -                      | -                      | -                     | -                      |
| 1.3433     | 314     | 0.1847        | -                      | -                      | -                      | -                     | -                      |
| 1.3476     | 315     | 0.5001        | -                      | -                      | -                      | -                     | -                      |
| 1.3519     | 316     | 0.1688        | -                      | -                      | -                      | -                     | -                      |
| 1.3561     | 317     | 0.2255        | -                      | -                      | -                      | -                     | -                      |
| 1.3604     | 318     | 0.4908        | -                      | -                      | -                      | -                     | -                      |
| 1.3647     | 319     | 0.1893        | -                      | -                      | -                      | -                     | -                      |
| 1.3690     | 320     | 0.2928        | -                      | -                      | -                      | -                     | -                      |
| 1.3733     | 321     | 0.1817        | -                      | -                      | -                      | -                     | -                      |
| 1.3775     | 322     | 0.6634        | -                      | -                      | -                      | -                     | -                      |
| 1.3818     | 323     | 0.9223        | -                      | -                      | -                      | -                     | -                      |
| 1.3861     | 324     | 0.2463        | -                      | -                      | -                      | -                     | -                      |
| 1.3904     | 325     | 0.3846        | -                      | -                      | -                      | -                     | -                      |
| 1.3947     | 326     | 0.789         | -                      | -                      | -                      | -                     | -                      |
| 1.3989     | 327     | 0.6919        | -                      | -                      | -                      | -                     | -                      |
| 1.4032     | 328     | 0.3168        | -                      | -                      | -                      | -                     | -                      |
| 1.4075     | 329     | 0.4332        | -                      | -                      | -                      | -                     | -                      |
| 1.4118     | 330     | 0.9224        | -                      | -                      | -                      | -                     | -                      |
| 1.4160     | 331     | 0.2678        | -                      | -                      | -                      | -                     | -                      |
| 1.4203     | 332     | 0.2826        | -                      | -                      | -                      | -                     | -                      |
| 1.4246     | 333     | 0.1273        | -                      | -                      | -                      | -                     | -                      |
| 1.4289     | 334     | 0.3071        | -                      | -                      | -                      | -                     | -                      |
| 1.4332     | 335     | 0.3195        | -                      | -                      | -                      | -                     | -                      |
| 1.4374     | 336     | 0.3031        | -                      | -                      | -                      | -                     | -                      |
| 1.4417     | 337     | 0.2312        | -                      | -                      | -                      | -                     | -                      |
| 1.4460     | 338     | 0.0635        | -                      | -                      | -                      | -                     | -                      |
| 1.4503     | 339     | 1.1888        | -                      | -                      | -                      | -                     | -                      |
| 1.4545     | 340     | 0.3506        | -                      | -                      | -                      | -                     | -                      |
| 1.4588     | 341     | 0.0363        | -                      | -                      | -                      | -                     | -                      |
| 1.4631     | 342     | 0.2748        | -                      | -                      | -                      | -                     | -                      |
| 1.4674     | 343     | 0.1862        | -                      | -                      | -                      | -                     | -                      |
| 1.4717     | 344     | 0.1419        | -                      | -                      | -                      | -                     | -                      |
| 1.4759     | 345     | 0.2381        | -                      | -                      | -                      | -                     | -                      |
| 1.4802     | 346     | 0.0541        | -                      | -                      | -                      | -                     | -                      |
| 1.4845     | 347     | 0.1185        | -                      | -                      | -                      | -                     | -                      |
| 1.4888     | 348     | 0.4528        | -                      | -                      | -                      | -                     | -                      |
| 1.4930     | 349     | 0.4922        | -                      | -                      | -                      | -                     | -                      |
| 1.4973     | 350     | 0.1744        | -                      | -                      | -                      | -                     | -                      |
| 1.5016     | 351     | 0.241         | -                      | -                      | -                      | -                     | -                      |
| 1.5059     | 352     | 0.1481        | -                      | -                      | -                      | -                     | -                      |
| 1.5102     | 353     | 0.3377        | -                      | -                      | -                      | -                     | -                      |
| 1.5144     | 354     | 0.2208        | -                      | -                      | -                      | -                     | -                      |
| 1.5187     | 355     | 0.054         | -                      | -                      | -                      | -                     | -                      |
| 1.5230     | 356     | 0.1506        | -                      | -                      | -                      | -                     | -                      |
| 1.5273     | 357     | 0.0794        | -                      | -                      | -                      | -                     | -                      |
| 1.5316     | 358     | 0.1631        | -                      | -                      | -                      | -                     | -                      |
| 1.5358     | 359     | 0.1571        | -                      | -                      | -                      | -                     | -                      |
| 1.5401     | 360     | 0.2831        | -                      | -                      | -                      | -                     | -                      |
| 1.5444     | 361     | 0.3486        | -                      | -                      | -                      | -                     | -                      |
| 1.5487     | 362     | 0.6273        | -                      | -                      | -                      | -                     | -                      |
| 1.5529     | 363     | 1.0274        | -                      | -                      | -                      | -                     | -                      |
| 1.5572     | 364     | 0.269         | -                      | -                      | -                      | -                     | -                      |
| 1.5615     | 365     | 0.1897        | -                      | -                      | -                      | -                     | -                      |
| 1.5658     | 366     | 0.1987        | -                      | -                      | -                      | -                     | -                      |
| 1.5701     | 367     | 0.1943        | -                      | -                      | -                      | -                     | -                      |
| 1.5743     | 368     | 0.4424        | -                      | -                      | -                      | -                     | -                      |
| 1.5786     | 369     | 0.0848        | -                      | -                      | -                      | -                     | -                      |
| 1.5829     | 370     | 0.3504        | -                      | -                      | -                      | -                     | -                      |
| 1.5872     | 371     | 0.1759        | -                      | -                      | -                      | -                     | -                      |
| 1.5914     | 372     | 0.1168        | -                      | -                      | -                      | -                     | -                      |
| 1.5957     | 373     | 0.0824        | -                      | -                      | -                      | -                     | -                      |
| 1.6        | 374     | 0.2637        | -                      | -                      | -                      | -                     | -                      |
| 1.6043     | 375     | 0.2454        | -                      | -                      | -                      | -                     | -                      |
| 1.6086     | 376     | 0.1974        | -                      | -                      | -                      | -                     | -                      |
| 1.6128     | 377     | 0.5961        | -                      | -                      | -                      | -                     | -                      |
| 1.6171     | 378     | 1.0758        | -                      | -                      | -                      | -                     | -                      |
| 1.6214     | 379     | 0.6134        | -                      | -                      | -                      | -                     | -                      |
| 1.6257     | 380     | 0.3244        | -                      | -                      | -                      | -                     | -                      |
| 1.6299     | 381     | 0.0201        | -                      | -                      | -                      | -                     | -                      |
| 1.6342     | 382     | 0.1052        | -                      | -                      | -                      | -                     | -                      |
| 1.6385     | 383     | 0.2025        | -                      | -                      | -                      | -                     | -                      |
| 1.6428     | 384     | 0.9475        | -                      | -                      | -                      | -                     | -                      |
| 1.6471     | 385     | 1.3788        | -                      | -                      | -                      | -                     | -                      |
| 1.6513     | 386     | 0.4879        | -                      | -                      | -                      | -                     | -                      |
| 1.6556     | 387     | 0.226         | -                      | -                      | -                      | -                     | -                      |
| 1.6599     | 388     | 0.0576        | -                      | -                      | -                      | -                     | -                      |
| 1.6642     | 389     | 0.4956        | -                      | -                      | -                      | -                     | -                      |
| 1.6684     | 390     | 0.3145        | -                      | -                      | -                      | -                     | -                      |
| 1.6727     | 391     | 0.5387        | -                      | -                      | -                      | -                     | -                      |
| 1.6770     | 392     | 0.5391        | -                      | -                      | -                      | -                     | -                      |
| 1.6813     | 393     | 0.6977        | -                      | -                      | -                      | -                     | -                      |
| 1.6856     | 394     | 0.4331        | -                      | -                      | -                      | -                     | -                      |
| 1.6898     | 395     | 0.6582        | -                      | -                      | -                      | -                     | -                      |
| 1.6941     | 396     | 0.5774        | -                      | -                      | -                      | -                     | -                      |
| 1.6984     | 397     | 0.1363        | -                      | -                      | -                      | -                     | -                      |
| 1.7027     | 398     | 0.1877        | -                      | -                      | -                      | -                     | -                      |
| 1.7070     | 399     | 0.3772        | -                      | -                      | -                      | -                     | -                      |
| 1.7112     | 400     | 0.6645        | -                      | -                      | -                      | -                     | -                      |
| 1.7155     | 401     | 0.8067        | -                      | -                      | -                      | -                     | -                      |
| 1.7198     | 402     | 0.1889        | -                      | -                      | -                      | -                     | -                      |
| 1.7241     | 403     | 0.3212        | -                      | -                      | -                      | -                     | -                      |
| 1.7283     | 404     | 0.6867        | -                      | -                      | -                      | -                     | -                      |
| 1.7326     | 405     | 0.228         | -                      | -                      | -                      | -                     | -                      |
| 1.7369     | 406     | 0.4952        | -                      | -                      | -                      | -                     | -                      |
| 1.7412     | 407     | 0.5718        | -                      | -                      | -                      | -                     | -                      |
| 1.7455     | 408     | 0.2607        | -                      | -                      | -                      | -                     | -                      |
| 1.7497     | 409     | 0.3326        | -                      | -                      | -                      | -                     | -                      |
| 1.7540     | 410     | 0.5813        | -                      | -                      | -                      | -                     | -                      |
| 1.7583     | 411     | 0.8952        | -                      | -                      | -                      | -                     | -                      |
| 1.7626     | 412     | 0.0735        | -                      | -                      | -                      | -                     | -                      |
| 1.7668     | 413     | 0.1031        | -                      | -                      | -                      | -                     | -                      |
| 1.7711     | 414     | 0.0321        | -                      | -                      | -                      | -                     | -                      |
| 1.7754     | 415     | 0.0909        | -                      | -                      | -                      | -                     | -                      |
| 1.7797     | 416     | 0.4591        | -                      | -                      | -                      | -                     | -                      |
| 1.7840     | 417     | 0.2188        | -                      | -                      | -                      | -                     | -                      |
| 1.7882     | 418     | 0.1857        | -                      | -                      | -                      | -                     | -                      |
| 1.7925     | 419     | 0.4137        | -                      | -                      | -                      | -                     | -                      |
| 1.7968     | 420     | 0.0631        | -                      | -                      | -                      | -                     | -                      |
| 1.8011     | 421     | 0.3535        | -                      | -                      | -                      | -                     | -                      |
| 1.8053     | 422     | 0.467         | -                      | -                      | -                      | -                     | -                      |
| 1.8096     | 423     | 0.0427        | -                      | -                      | -                      | -                     | -                      |
| 1.8139     | 424     | 0.7846        | -                      | -                      | -                      | -                     | -                      |
| 1.8182     | 425     | 0.8365        | -                      | -                      | -                      | -                     | -                      |
| 1.8225     | 426     | 0.1746        | -                      | -                      | -                      | -                     | -                      |
| 1.8267     | 427     | 0.3084        | -                      | -                      | -                      | -                     | -                      |
| 1.8310     | 428     | 0.0457        | -                      | -                      | -                      | -                     | -                      |
| 1.8353     | 429     | 0.108         | -                      | -                      | -                      | -                     | -                      |
| 1.8396     | 430     | 0.5707        | -                      | -                      | -                      | -                     | -                      |
| 1.8439     | 431     | 0.2809        | -                      | -                      | -                      | -                     | -                      |
| 1.8481     | 432     | 0.162         | -                      | -                      | -                      | -                     | -                      |
| 1.8524     | 433     | 0.3929        | -                      | -                      | -                      | -                     | -                      |
| 1.8567     | 434     | 0.2679        | -                      | -                      | -                      | -                     | -                      |
| 1.8610     | 435     | 0.4651        | -                      | -                      | -                      | -                     | -                      |
| 1.8652     | 436     | 0.3847        | -                      | -                      | -                      | -                     | -                      |
| 1.8695     | 437     | 0.3955        | -                      | -                      | -                      | -                     | -                      |
| 1.8738     | 438     | 0.2116        | -                      | -                      | -                      | -                     | -                      |
| 1.8781     | 439     | 0.7634        | -                      | -                      | -                      | -                     | -                      |
| 1.8824     | 440     | 0.1442        | -                      | -                      | -                      | -                     | -                      |
| 1.8866     | 441     | 0.0805        | -                      | -                      | -                      | -                     | -                      |
| 1.8909     | 442     | 0.0605        | -                      | -                      | -                      | -                     | -                      |
| 1.8952     | 443     | 0.1937        | -                      | -                      | -                      | -                     | -                      |
| 1.8995     | 444     | 0.1044        | -                      | -                      | -                      | -                     | -                      |
| 1.9037     | 445     | 0.5122        | -                      | -                      | -                      | -                     | -                      |
| 1.9080     | 446     | 0.1195        | -                      | -                      | -                      | -                     | -                      |
| 1.9123     | 447     | 0.1904        | -                      | -                      | -                      | -                     | -                      |
| 1.9166     | 448     | 0.2764        | -                      | -                      | -                      | -                     | -                      |
| 1.9209     | 449     | 0.5287        | -                      | -                      | -                      | -                     | -                      |
| 1.9251     | 450     | 0.1051        | -                      | -                      | -                      | -                     | -                      |
| 1.9294     | 451     | 0.1825        | -                      | -                      | -                      | -                     | -                      |
| 1.9337     | 452     | 0.0838        | -                      | -                      | -                      | -                     | -                      |
| 1.9380     | 453     | 0.0739        | -                      | -                      | -                      | -                     | -                      |
| 1.9422     | 454     | 0.0988        | -                      | -                      | -                      | -                     | -                      |
| 1.9465     | 455     | 0.2542        | -                      | -                      | -                      | -                     | -                      |
| 1.9508     | 456     | 0.1043        | -                      | -                      | -                      | -                     | -                      |
| 1.9551     | 457     | 0.4259        | -                      | -                      | -                      | -                     | -                      |
| 1.9594     | 458     | 0.1923        | -                      | -                      | -                      | -                     | -                      |
| 1.9636     | 459     | 0.2651        | -                      | -                      | -                      | -                     | -                      |
| 1.9679     | 460     | 0.0533        | -                      | -                      | -                      | -                     | -                      |
| 1.9722     | 461     | 0.2306        | -                      | -                      | -                      | -                     | -                      |
| 1.9765     | 462     | 0.168         | -                      | -                      | -                      | -                     | -                      |
| 1.9807     | 463     | 0.3181        | -                      | -                      | -                      | -                     | -                      |
| 1.9850     | 464     | 0.042         | -                      | -                      | -                      | -                     | -                      |
| 1.9893     | 465     | 0.0833        | -                      | -                      | -                      | -                     | -                      |
| 1.9936     | 466     | 0.2425        | -                      | -                      | -                      | -                     | -                      |
| **1.9979** | **467** | **0.7451**    | **0.3624**             | **0.3819**             | **0.3987**             | **0.3061**            | **0.3968**             |
| 2.0021     | 468     | 0.1784        | -                      | -                      | -                      | -                     | -                      |
| 2.0064     | 469     | 0.2073        | -                      | -                      | -                      | -                     | -                      |
| 2.0107     | 470     | 0.211         | -                      | -                      | -                      | -                     | -                      |
| 2.0150     | 471     | 0.0456        | -                      | -                      | -                      | -                     | -                      |
| 2.0193     | 472     | 0.1354        | -                      | -                      | -                      | -                     | -                      |
| 2.0235     | 473     | 0.1245        | -                      | -                      | -                      | -                     | -                      |
| 2.0278     | 474     | 0.0861        | -                      | -                      | -                      | -                     | -                      |
| 2.0321     | 475     | 0.0397        | -                      | -                      | -                      | -                     | -                      |
| 2.0364     | 476     | 0.0925        | -                      | -                      | -                      | -                     | -                      |
| 2.0406     | 477     | 0.0652        | -                      | -                      | -                      | -                     | -                      |
| 2.0449     | 478     | 0.4905        | -                      | -                      | -                      | -                     | -                      |
| 2.0492     | 479     | 0.1338        | -                      | -                      | -                      | -                     | -                      |
| 2.0535     | 480     | 0.0463        | -                      | -                      | -                      | -                     | -                      |
| 2.0578     | 481     | 0.1399        | -                      | -                      | -                      | -                     | -                      |
| 2.0620     | 482     | 0.0192        | -                      | -                      | -                      | -                     | -                      |
| 2.0663     | 483     | 0.1343        | -                      | -                      | -                      | -                     | -                      |
| 2.0706     | 484     | 0.1027        | -                      | -                      | -                      | -                     | -                      |
| 2.0749     | 485     | 0.1746        | -                      | -                      | -                      | -                     | -                      |
| 2.0791     | 486     | 0.584         | -                      | -                      | -                      | -                     | -                      |
| 2.0834     | 487     | 0.2704        | -                      | -                      | -                      | -                     | -                      |
| 2.0877     | 488     | 0.3391        | -                      | -                      | -                      | -                     | -                      |
| 2.0920     | 489     | 0.0892        | -                      | -                      | -                      | -                     | -                      |
| 2.0963     | 490     | 0.1273        | -                      | -                      | -                      | -                     | -                      |
| 2.1005     | 491     | 0.0644        | -                      | -                      | -                      | -                     | -                      |
| 2.1048     | 492     | 0.2457        | -                      | -                      | -                      | -                     | -                      |
| 2.1091     | 493     | 0.147         | -                      | -                      | -                      | -                     | -                      |
| 2.1134     | 494     | 0.2746        | -                      | -                      | -                      | -                     | -                      |
| 2.1176     | 495     | 0.1425        | -                      | -                      | -                      | -                     | -                      |
| 2.1219     | 496     | 0.198         | -                      | -                      | -                      | -                     | -                      |
| 2.1262     | 497     | 0.1079        | -                      | -                      | -                      | -                     | -                      |
| 2.1305     | 498     | 0.0583        | -                      | -                      | -                      | -                     | -                      |
| 2.1348     | 499     | 0.0646        | -                      | -                      | -                      | -                     | -                      |
| 2.1390     | 500     | 0.1751        | -                      | -                      | -                      | -                     | -                      |
| 2.1433     | 501     | 0.2996        | -                      | -                      | -                      | -                     | -                      |
| 2.1476     | 502     | 0.1059        | -                      | -                      | -                      | -                     | -                      |
| 2.1519     | 503     | 0.162         | -                      | -                      | -                      | -                     | -                      |
| 2.1561     | 504     | 0.1426        | -                      | -                      | -                      | -                     | -                      |
| 2.1604     | 505     | 0.4076        | -                      | -                      | -                      | -                     | -                      |
| 2.1647     | 506     | 0.0968        | -                      | -                      | -                      | -                     | -                      |
| 2.1690     | 507     | 0.0867        | -                      | -                      | -                      | -                     | -                      |
| 2.1733     | 508     | 0.0713        | -                      | -                      | -                      | -                     | -                      |
| 2.1775     | 509     | 0.2186        | -                      | -                      | -                      | -                     | -                      |
| 2.1818     | 510     | 0.099         | -                      | -                      | -                      | -                     | -                      |
| 2.1861     | 511     | 0.1216        | -                      | -                      | -                      | -                     | -                      |
| 2.1904     | 512     | 0.3812        | -                      | -                      | -                      | -                     | -                      |
| 2.1947     | 513     | 0.1481        | -                      | -                      | -                      | -                     | -                      |
| 2.1989     | 514     | 0.1637        | -                      | -                      | -                      | -                     | -                      |
| 2.2032     | 515     | 0.1068        | -                      | -                      | -                      | -                     | -                      |
| 2.2075     | 516     | 0.1002        | -                      | -                      | -                      | -                     | -                      |
| 2.2118     | 517     | 0.2612        | -                      | -                      | -                      | -                     | -                      |
| 2.2160     | 518     | 0.1599        | -                      | -                      | -                      | -                     | -                      |
| 2.2203     | 519     | 0.0513        | -                      | -                      | -                      | -                     | -                      |
| 2.2246     | 520     | 0.1409        | -                      | -                      | -                      | -                     | -                      |
| 2.2289     | 521     | 0.0171        | -                      | -                      | -                      | -                     | -                      |
| 2.2332     | 522     | 0.059         | -                      | -                      | -                      | -                     | -                      |
| 2.2374     | 523     | 0.2391        | -                      | -                      | -                      | -                     | -                      |
| 2.2417     | 524     | 0.2119        | -                      | -                      | -                      | -                     | -                      |
| 2.2460     | 525     | 0.1562        | -                      | -                      | -                      | -                     | -                      |
| 2.2503     | 526     | 0.3576        | -                      | -                      | -                      | -                     | -                      |
| 2.2545     | 527     | 0.3094        | -                      | -                      | -                      | -                     | -                      |
| 2.2588     | 528     | 0.0472        | -                      | -                      | -                      | -                     | -                      |
| 2.2631     | 529     | 0.1259        | -                      | -                      | -                      | -                     | -                      |
| 2.2674     | 530     | 0.0282        | -                      | -                      | -                      | -                     | -                      |
| 2.2717     | 531     | 0.5926        | -                      | -                      | -                      | -                     | -                      |
| 2.2759     | 532     | 0.1211        | -                      | -                      | -                      | -                     | -                      |
| 2.2802     | 533     | 0.0334        | -                      | -                      | -                      | -                     | -                      |
| 2.2845     | 534     | 0.0233        | -                      | -                      | -                      | -                     | -                      |
| 2.2888     | 535     | 0.0937        | -                      | -                      | -                      | -                     | -                      |
| 2.2930     | 536     | 0.0868        | -                      | -                      | -                      | -                     | -                      |
| 2.2973     | 537     | 0.0235        | -                      | -                      | -                      | -                     | -                      |
| 2.3016     | 538     | 0.1052        | -                      | -                      | -                      | -                     | -                      |
| 2.3059     | 539     | 0.0276        | -                      | -                      | -                      | -                     | -                      |
| 2.3102     | 540     | 0.0682        | -                      | -                      | -                      | -                     | -                      |
| 2.3144     | 541     | 0.0945        | -                      | -                      | -                      | -                     | -                      |
| 2.3187     | 542     | 0.0401        | -                      | -                      | -                      | -                     | -                      |
| 2.3230     | 543     | 0.0883        | -                      | -                      | -                      | -                     | -                      |
| 2.3273     | 544     | 0.0358        | -                      | -                      | -                      | -                     | -                      |
| 2.3316     | 545     | 0.0498        | -                      | -                      | -                      | -                     | -                      |
| 2.3358     | 546     | 0.0238        | -                      | -                      | -                      | -                     | -                      |
| 2.3401     | 547     | 0.2935        | -                      | -                      | -                      | -                     | -                      |
| 2.3444     | 548     | 0.0459        | -                      | -                      | -                      | -                     | -                      |
| 2.3487     | 549     | 0.0473        | -                      | -                      | -                      | -                     | -                      |
| 2.3529     | 550     | 0.1763        | -                      | -                      | -                      | -                     | -                      |
| 2.3572     | 551     | 0.125         | -                      | -                      | -                      | -                     | -                      |
| 2.3615     | 552     | 0.1579        | -                      | -                      | -                      | -                     | -                      |
| 2.3658     | 553     | 0.0526        | -                      | -                      | -                      | -                     | -                      |
| 2.3701     | 554     | 0.0522        | -                      | -                      | -                      | -                     | -                      |
| 2.3743     | 555     | 0.2429        | -                      | -                      | -                      | -                     | -                      |
| 2.3786     | 556     | 0.097         | -                      | -                      | -                      | -                     | -                      |
| 2.3829     | 557     | 0.1971        | -                      | -                      | -                      | -                     | -                      |
| 2.3872     | 558     | 0.0722        | -                      | -                      | -                      | -                     | -                      |
| 2.3914     | 559     | 0.3371        | -                      | -                      | -                      | -                     | -                      |
| 2.3957     | 560     | 0.4065        | -                      | -                      | -                      | -                     | -                      |
| 2.4        | 561     | 0.8116        | -                      | -                      | -                      | -                     | -                      |
| 2.4043     | 562     | 0.0576        | -                      | -                      | -                      | -                     | -                      |
| 2.4086     | 563     | 0.1228        | -                      | -                      | -                      | -                     | -                      |
| 2.4128     | 564     | 0.3299        | -                      | -                      | -                      | -                     | -                      |
| 2.4171     | 565     | 0.3528        | -                      | -                      | -                      | -                     | -                      |
| 2.4214     | 566     | 0.0664        | -                      | -                      | -                      | -                     | -                      |
| 2.4257     | 567     | 0.0782        | -                      | -                      | -                      | -                     | -                      |
| 2.4299     | 568     | 0.0353        | -                      | -                      | -                      | -                     | -                      |
| 2.4342     | 569     | 0.0786        | -                      | -                      | -                      | -                     | -                      |
| 2.4385     | 570     | 0.179         | -                      | -                      | -                      | -                     | -                      |
| 2.4428     | 571     | 0.0167        | -                      | -                      | -                      | -                     | -                      |
| 2.4471     | 572     | 0.0309        | -                      | -                      | -                      | -                     | -                      |
| 2.4513     | 573     | 0.2699        | -                      | -                      | -                      | -                     | -                      |
| 2.4556     | 574     | 0.0223        | -                      | -                      | -                      | -                     | -                      |
| 2.4599     | 575     | 0.0062        | -                      | -                      | -                      | -                     | -                      |
| 2.4642     | 576     | 0.0825        | -                      | -                      | -                      | -                     | -                      |
| 2.4684     | 577     | 0.1334        | -                      | -                      | -                      | -                     | -                      |
| 2.4727     | 578     | 0.0161        | -                      | -                      | -                      | -                     | -                      |
| 2.4770     | 579     | 0.0136        | -                      | -                      | -                      | -                     | -                      |
| 2.4813     | 580     | 0.0477        | -                      | -                      | -                      | -                     | -                      |
| 2.4856     | 581     | 0.0869        | -                      | -                      | -                      | -                     | -                      |
| 2.4898     | 582     | 0.0569        | -                      | -                      | -                      | -                     | -                      |
| 2.4941     | 583     | 0.1039        | -                      | -                      | -                      | -                     | -                      |
| 2.4984     | 584     | 0.0891        | -                      | -                      | -                      | -                     | -                      |
| 2.5027     | 585     | 0.0251        | -                      | -                      | -                      | -                     | -                      |
| 2.5070     | 586     | 0.0532        | -                      | -                      | -                      | -                     | -                      |
| 2.5112     | 587     | 0.0665        | -                      | -                      | -                      | -                     | -                      |
| 2.5155     | 588     | 0.0361        | -                      | -                      | -                      | -                     | -                      |
| 2.5198     | 589     | 0.0126        | -                      | -                      | -                      | -                     | -                      |
| 2.5241     | 590     | 0.0614        | -                      | -                      | -                      | -                     | -                      |
| 2.5283     | 591     | 0.0584        | -                      | -                      | -                      | -                     | -                      |
| 2.5326     | 592     | 0.0137        | -                      | -                      | -                      | -                     | -                      |
| 2.5369     | 593     | 0.1374        | -                      | -                      | -                      | -                     | -                      |
| 2.5412     | 594     | 0.0723        | -                      | -                      | -                      | -                     | -                      |
| 2.5455     | 595     | 0.0739        | -                      | -                      | -                      | -                     | -                      |
| 2.5497     | 596     | 0.388         | -                      | -                      | -                      | -                     | -                      |
| 2.5540     | 597     | 0.201         | -                      | -                      | -                      | -                     | -                      |
| 2.5583     | 598     | 0.0377        | -                      | -                      | -                      | -                     | -                      |
| 2.5626     | 599     | 0.0653        | -                      | -                      | -                      | -                     | -                      |
| 2.5668     | 600     | 0.0748        | -                      | -                      | -                      | -                     | -                      |
| 2.5711     | 601     | 0.0246        | -                      | -                      | -                      | -                     | -                      |
| 2.5754     | 602     | 0.0277        | -                      | -                      | -                      | -                     | -                      |
| 2.5797     | 603     | 0.0216        | -                      | -                      | -                      | -                     | -                      |
| 2.5840     | 604     | 0.0996        | -                      | -                      | -                      | -                     | -                      |
| 2.5882     | 605     | 0.1079        | -                      | -                      | -                      | -                     | -                      |
| 2.5925     | 606     | 0.0388        | -                      | -                      | -                      | -                     | -                      |
| 2.5968     | 607     | 0.0196        | -                      | -                      | -                      | -                     | -                      |
| 2.6011     | 608     | 0.051         | -                      | -                      | -                      | -                     | -                      |
| 2.6053     | 609     | 0.2019        | -                      | -                      | -                      | -                     | -                      |
| 2.6096     | 610     | 0.0523        | -                      | -                      | -                      | -                     | -                      |
| 2.6139     | 611     | 0.2106        | -                      | -                      | -                      | -                     | -                      |
| 2.6182     | 612     | 0.0803        | -                      | -                      | -                      | -                     | -                      |
| 2.6225     | 613     | 0.1198        | -                      | -                      | -                      | -                     | -                      |
| 2.6267     | 614     | 0.0261        | -                      | -                      | -                      | -                     | -                      |
| 2.6310     | 615     | 0.006         | -                      | -                      | -                      | -                     | -                      |
| 2.6353     | 616     | 0.0124        | -                      | -                      | -                      | -                     | -                      |
| 2.6396     | 617     | 0.0184        | -                      | -                      | -                      | -                     | -                      |
| 2.6439     | 618     | 0.0586        | -                      | -                      | -                      | -                     | -                      |
| 2.6481     | 619     | 0.2706        | -                      | -                      | -                      | -                     | -                      |
| 2.6524     | 620     | 0.1514        | -                      | -                      | -                      | -                     | -                      |
| 2.6567     | 621     | 0.0402        | -                      | -                      | -                      | -                     | -                      |
| 2.6610     | 622     | 0.0213        | -                      | -                      | -                      | -                     | -                      |
| 2.6652     | 623     | 0.0633        | -                      | -                      | -                      | -                     | -                      |
| 2.6695     | 624     | 0.1043        | -                      | -                      | -                      | -                     | -                      |
| 2.6738     | 625     | 0.0199        | -                      | -                      | -                      | -                     | -                      |
| 2.6781     | 626     | 0.1759        | -                      | -                      | -                      | -                     | -                      |
| 2.6824     | 627     | 0.1978        | -                      | -                      | -                      | -                     | -                      |
| 2.6866     | 628     | 0.1043        | -                      | -                      | -                      | -                     | -                      |
| 2.6909     | 629     | 0.1454        | -                      | -                      | -                      | -                     | -                      |
| 2.6952     | 630     | 0.0462        | -                      | -                      | -                      | -                     | -                      |
| 2.6995     | 631     | 0.0308        | -                      | -                      | -                      | -                     | -                      |
| 2.7037     | 632     | 0.0379        | -                      | -                      | -                      | -                     | -                      |
| 2.7080     | 633     | 0.3084        | -                      | -                      | -                      | -                     | -                      |
| 2.7123     | 634     | 0.1094        | -                      | -                      | -                      | -                     | -                      |
| 2.7166     | 635     | 0.1527        | -                      | -                      | -                      | -                     | -                      |
| 2.7209     | 636     | 0.1717        | -                      | -                      | -                      | -                     | -                      |
| 2.7251     | 637     | 0.4347        | -                      | -                      | -                      | -                     | -                      |
| 2.7294     | 638     | 0.128         | -                      | -                      | -                      | -                     | -                      |
| 2.7337     | 639     | 0.0658        | -                      | -                      | -                      | -                     | -                      |
| 2.7380     | 640     | 0.1678        | -                      | -                      | -                      | -                     | -                      |
| 2.7422     | 641     | 0.0508        | -                      | -                      | -                      | -                     | -                      |
| 2.7465     | 642     | 0.0797        | -                      | -                      | -                      | -                     | -                      |
| 2.7508     | 643     | 0.081         | -                      | -                      | -                      | -                     | -                      |
| 2.7551     | 644     | 0.1065        | -                      | -                      | -                      | -                     | -                      |
| 2.7594     | 645     | 0.1165        | -                      | -                      | -                      | -                     | -                      |
| 2.7636     | 646     | 0.0127        | -                      | -                      | -                      | -                     | -                      |
| 2.7679     | 647     | 0.0789        | -                      | -                      | -                      | -                     | -                      |
| 2.7722     | 648     | 0.0042        | -                      | -                      | -                      | -                     | -                      |
| 2.7765     | 649     | 0.014         | -                      | -                      | -                      | -                     | -                      |
| 2.7807     | 650     | 0.0638        | -                      | -                      | -                      | -                     | -                      |
| 2.7850     | 651     | 0.0376        | -                      | -                      | -                      | -                     | -                      |
| 2.7893     | 652     | 0.2348        | -                      | -                      | -                      | -                     | -                      |
| 2.7936     | 653     | 0.0505        | -                      | -                      | -                      | -                     | -                      |
| 2.7979     | 654     | 0.0194        | -                      | -                      | -                      | -                     | -                      |
| 2.8021     | 655     | 0.0507        | -                      | -                      | -                      | -                     | -                      |
| 2.8064     | 656     | 0.0825        | -                      | -                      | -                      | -                     | -                      |
| 2.8107     | 657     | 0.0156        | -                      | -                      | -                      | -                     | -                      |
| 2.8150     | 658     | 0.4371        | -                      | -                      | -                      | -                     | -                      |
| 2.8193     | 659     | 0.2948        | -                      | -                      | -                      | -                     | -                      |
| 2.8235     | 660     | 0.1324        | -                      | -                      | -                      | -                     | -                      |
| 2.8278     | 661     | 0.15          | -                      | -                      | -                      | -                     | -                      |
| 2.8321     | 662     | 0.0283        | -                      | -                      | -                      | -                     | -                      |
| 2.8364     | 663     | 0.0408        | -                      | -                      | -                      | -                     | -                      |
| 2.8406     | 664     | 0.0615        | -                      | -                      | -                      | -                     | -                      |
| 2.8449     | 665     | 0.0191        | -                      | -                      | -                      | -                     | -                      |
| 2.8492     | 666     | 0.0412        | -                      | -                      | -                      | -                     | -                      |
| 2.8535     | 667     | 0.0772        | -                      | -                      | -                      | -                     | -                      |
| 2.8578     | 668     | 0.1798        | -                      | -                      | -                      | -                     | -                      |
| 2.8620     | 669     | 0.1172        | -                      | -                      | -                      | -                     | -                      |
| 2.8663     | 670     | 0.018         | -                      | -                      | -                      | -                     | -                      |
| 2.8706     | 671     | 0.0386        | -                      | -                      | -                      | -                     | -                      |
| 2.8749     | 672     | 0.1195        | -                      | -                      | -                      | -                     | -                      |
| 2.8791     | 673     | 0.0948        | -                      | -                      | -                      | -                     | -                      |
| 2.8834     | 674     | 0.0271        | -                      | -                      | -                      | -                     | -                      |
| 2.8877     | 675     | 0.0237        | -                      | -                      | -                      | -                     | -                      |
| 2.8920     | 676     | 0.0149        | -                      | -                      | -                      | -                     | -                      |
| 2.8963     | 677     | 0.0405        | -                      | -                      | -                      | -                     | -                      |
| 2.9005     | 678     | 0.0126        | -                      | -                      | -                      | -                     | -                      |
| 2.9048     | 679     | 0.0261        | -                      | -                      | -                      | -                     | -                      |
| 2.9091     | 680     | 0.0418        | -                      | -                      | -                      | -                     | -                      |
| 2.9134     | 681     | 0.0742        | -                      | -                      | -                      | -                     | -                      |
| 2.9176     | 682     | 0.0708        | -                      | -                      | -                      | -                     | -                      |
| 2.9219     | 683     | 0.1017        | -                      | -                      | -                      | -                     | -                      |
| 2.9262     | 684     | 0.0161        | -                      | -                      | -                      | -                     | -                      |
| 2.9305     | 685     | 0.0664        | -                      | -                      | -                      | -                     | -                      |
| 2.9348     | 686     | 0.0127        | -                      | -                      | -                      | -                     | -                      |
| 2.9390     | 687     | 0.0371        | -                      | -                      | -                      | -                     | -                      |
| 2.9433     | 688     | 0.0231        | -                      | -                      | -                      | -                     | -                      |
| 2.9476     | 689     | 0.0621        | -                      | -                      | -                      | -                     | -                      |
| 2.9519     | 690     | 0.1051        | -                      | -                      | -                      | -                     | -                      |
| 2.9561     | 691     | 0.4462        | -                      | -                      | -                      | -                     | -                      |
| 2.9604     | 692     | 0.1279        | -                      | -                      | -                      | -                     | -                      |
| 2.9647     | 693     | 0.0166        | -                      | -                      | -                      | -                     | -                      |
| 2.9690     | 694     | 0.0282        | -                      | -                      | -                      | -                     | -                      |
| 2.9733     | 695     | 0.014         | -                      | -                      | -                      | -                     | -                      |
| 2.9775     | 696     | 0.0428        | -                      | -                      | -                      | -                     | -                      |
| 2.9818     | 697     | 0.0319        | -                      | -                      | -                      | -                     | -                      |
| 2.9861     | 698     | 0.0031        | -                      | -                      | -                      | -                     | -                      |
| 2.9904     | 699     | 0.1171        | -                      | -                      | -                      | -                     | -                      |
| 2.9947     | 700     | 0.1301        | -                      | -                      | -                      | -                     | -                      |
| 2.9989     | 701     | 0.085         | 0.3525                 | 0.3812                 | 0.3888                 | 0.3093                | 0.3923                 |
| 3.0032     | 702     | 0.16          | -                      | -                      | -                      | -                     | -                      |
| 3.0075     | 703     | 0.0331        | -                      | -                      | -                      | -                     | -                      |
| 3.0118     | 704     | 0.0278        | -                      | -                      | -                      | -                     | -                      |
| 3.0160     | 705     | 0.0283        | -                      | -                      | -                      | -                     | -                      |
| 3.0203     | 706     | 0.0247        | -                      | -                      | -                      | -                     | -                      |
| 3.0246     | 707     | 0.055         | -                      | -                      | -                      | -                     | -                      |
| 3.0289     | 708     | 0.1062        | -                      | -                      | -                      | -                     | -                      |
| 3.0332     | 709     | 0.0207        | -                      | -                      | -                      | -                     | -                      |
| 3.0374     | 710     | 0.0314        | -                      | -                      | -                      | -                     | -                      |
| 3.0417     | 711     | 0.0203        | -                      | -                      | -                      | -                     | -                      |
| 3.0460     | 712     | 0.1106        | -                      | -                      | -                      | -                     | -                      |
| 3.0503     | 713     | 0.0252        | -                      | -                      | -                      | -                     | -                      |
| 3.0545     | 714     | 0.0486        | -                      | -                      | -                      | -                     | -                      |
| 3.0588     | 715     | 0.0173        | -                      | -                      | -                      | -                     | -                      |
| 3.0631     | 716     | 0.0147        | -                      | -                      | -                      | -                     | -                      |
| 3.0674     | 717     | 0.0444        | -                      | -                      | -                      | -                     | -                      |
| 3.0717     | 718     | 0.0718        | -                      | -                      | -                      | -                     | -                      |
| 3.0759     | 719     | 0.0145        | -                      | -                      | -                      | -                     | -                      |
| 3.0802     | 720     | 0.2057        | -                      | -                      | -                      | -                     | -                      |
| 3.0845     | 721     | 0.0386        | -                      | -                      | -                      | -                     | -                      |
| 3.0888     | 722     | 0.0349        | -                      | -                      | -                      | -                     | -                      |
| 3.0930     | 723     | 0.0248        | -                      | -                      | -                      | -                     | -                      |
| 3.0973     | 724     | 0.0276        | -                      | -                      | -                      | -                     | -                      |
| 3.1016     | 725     | 0.0186        | -                      | -                      | -                      | -                     | -                      |
| 3.1059     | 726     | 0.1112        | -                      | -                      | -                      | -                     | -                      |
| 3.1102     | 727     | 0.0437        | -                      | -                      | -                      | -                     | -                      |
| 3.1144     | 728     | 0.0185        | -                      | -                      | -                      | -                     | -                      |
| 3.1187     | 729     | 0.0896        | -                      | -                      | -                      | -                     | -                      |
| 3.1230     | 730     | 0.2015        | -                      | -                      | -                      | -                     | -                      |
| 3.1273     | 731     | 0.0247        | -                      | -                      | -                      | -                     | -                      |
| 3.1316     | 732     | 0.0096        | -                      | -                      | -                      | -                     | -                      |
| 3.1358     | 733     | 0.0114        | -                      | -                      | -                      | -                     | -                      |
| 3.1401     | 734     | 0.1263        | -                      | -                      | -                      | -                     | -                      |
| 3.1444     | 735     | 0.0718        | -                      | -                      | -                      | -                     | -                      |
| 3.1487     | 736     | 0.0101        | -                      | -                      | -                      | -                     | -                      |
| 3.1529     | 737     | 0.125         | -                      | -                      | -                      | -                     | -                      |
| 3.1572     | 738     | 0.0931        | -                      | -                      | -                      | -                     | -                      |
| 3.1615     | 739     | 0.193         | -                      | -                      | -                      | -                     | -                      |
| 3.1658     | 740     | 0.0121        | -                      | -                      | -                      | -                     | -                      |
| 3.1701     | 741     | 0.0264        | -                      | -                      | -                      | -                     | -                      |
| 3.1743     | 742     | 0.094         | -                      | -                      | -                      | -                     | -                      |
| 3.1786     | 743     | 0.0835        | -                      | -                      | -                      | -                     | -                      |
| 3.1829     | 744     | 0.031         | -                      | -                      | -                      | -                     | -                      |
| 3.1872     | 745     | 0.0297        | -                      | -                      | -                      | -                     | -                      |
| 3.1914     | 746     | 0.0416        | -                      | -                      | -                      | -                     | -                      |
| 3.1957     | 747     | 0.0173        | -                      | -                      | -                      | -                     | -                      |
| 3.2        | 748     | 0.0088        | -                      | -                      | -                      | -                     | -                      |
| 3.2043     | 749     | 0.0235        | -                      | -                      | -                      | -                     | -                      |
| 3.2086     | 750     | 0.0715        | -                      | -                      | -                      | -                     | -                      |
| 3.2128     | 751     | 0.1977        | -                      | -                      | -                      | -                     | -                      |
| 3.2171     | 752     | 0.0217        | -                      | -                      | -                      | -                     | -                      |
| 3.2214     | 753     | 0.01          | -                      | -                      | -                      | -                     | -                      |
| 3.2257     | 754     | 0.016         | -                      | -                      | -                      | -                     | -                      |
| 3.2299     | 755     | 0.0116        | -                      | -                      | -                      | -                     | -                      |
| 3.2342     | 756     | 0.0662        | -                      | -                      | -                      | -                     | -                      |
| 3.2385     | 757     | 0.0783        | -                      | -                      | -                      | -                     | -                      |
| 3.2428     | 758     | 0.0814        | -                      | -                      | -                      | -                     | -                      |
| 3.2471     | 759     | 0.0391        | -                      | -                      | -                      | -                     | -                      |
| 3.2513     | 760     | 0.0329        | -                      | -                      | -                      | -                     | -                      |
| 3.2556     | 761     | 0.0238        | -                      | -                      | -                      | -                     | -                      |
| 3.2599     | 762     | 0.0124        | -                      | -                      | -                      | -                     | -                      |
| 3.2642     | 763     | 0.0529        | -                      | -                      | -                      | -                     | -                      |
| 3.2684     | 764     | 0.0735        | -                      | -                      | -                      | -                     | -                      |
| 3.2727     | 765     | 0.0444        | -                      | -                      | -                      | -                     | -                      |
| 3.2770     | 766     | 0.0489        | -                      | -                      | -                      | -                     | -                      |
| 3.2813     | 767     | 0.0074        | -                      | -                      | -                      | -                     | -                      |
| 3.2856     | 768     | 0.0149        | -                      | -                      | -                      | -                     | -                      |
| 3.2898     | 769     | 0.0147        | -                      | -                      | -                      | -                     | -                      |
| 3.2941     | 770     | 0.0235        | -                      | -                      | -                      | -                     | -                      |
| 3.2984     | 771     | 0.0224        | -                      | -                      | -                      | -                     | -                      |
| 3.3027     | 772     | 0.0231        | -                      | -                      | -                      | -                     | -                      |
| 3.3070     | 773     | 0.0049        | -                      | -                      | -                      | -                     | -                      |
| 3.3112     | 774     | 0.0166        | -                      | -                      | -                      | -                     | -                      |
| 3.3155     | 775     | 0.0259        | -                      | -                      | -                      | -                     | -                      |
| 3.3198     | 776     | 0.0373        | -                      | -                      | -                      | -                     | -                      |
| 3.3241     | 777     | 0.133         | -                      | -                      | -                      | -                     | -                      |
| 3.3283     | 778     | 0.0141        | -                      | -                      | -                      | -                     | -                      |
| 3.3326     | 779     | 0.0145        | -                      | -                      | -                      | -                     | -                      |
| 3.3369     | 780     | 0.0129        | -                      | -                      | -                      | -                     | -                      |
| 3.3412     | 781     | 0.0467        | -                      | -                      | -                      | -                     | -                      |
| 3.3455     | 782     | 0.0113        | -                      | -                      | -                      | -                     | -                      |
| 3.3497     | 783     | 0.0524        | -                      | -                      | -                      | -                     | -                      |
| 3.3540     | 784     | 0.0325        | -                      | -                      | -                      | -                     | -                      |
| 3.3583     | 785     | 0.0774        | -                      | -                      | -                      | -                     | -                      |
| 3.3626     | 786     | 0.148         | -                      | -                      | -                      | -                     | -                      |
| 3.3668     | 787     | 0.0173        | -                      | -                      | -                      | -                     | -                      |
| 3.3711     | 788     | 0.0112        | -                      | -                      | -                      | -                     | -                      |
| 3.3754     | 789     | 0.0314        | -                      | -                      | -                      | -                     | -                      |
| 3.3797     | 790     | 0.0487        | -                      | -                      | -                      | -                     | -                      |
| 3.3840     | 791     | 0.0683        | -                      | -                      | -                      | -                     | -                      |
| 3.3882     | 792     | 0.0063        | -                      | -                      | -                      | -                     | -                      |
| 3.3925     | 793     | 0.0427        | -                      | -                      | -                      | -                     | -                      |
| 3.3968     | 794     | 0.0549        | -                      | -                      | -                      | -                     | -                      |
| 3.4011     | 795     | 0.0452        | -                      | -                      | -                      | -                     | -                      |
| 3.4053     | 796     | 0.0453        | -                      | -                      | -                      | -                     | -                      |
| 3.4096     | 797     | 0.0527        | -                      | -                      | -                      | -                     | -                      |
| 3.4139     | 798     | 0.234         | -                      | -                      | -                      | -                     | -                      |
| 3.4182     | 799     | 0.0263        | -                      | -                      | -                      | -                     | -                      |
| 3.4225     | 800     | 0.022         | -                      | -                      | -                      | -                     | -                      |
| 3.4267     | 801     | 0.0374        | -                      | -                      | -                      | -                     | -                      |
| 3.4310     | 802     | 0.0139        | -                      | -                      | -                      | -                     | -                      |
| 3.4353     | 803     | 0.0134        | -                      | -                      | -                      | -                     | -                      |
| 3.4396     | 804     | 0.0286        | -                      | -                      | -                      | -                     | -                      |
| 3.4439     | 805     | 0.0021        | -                      | -                      | -                      | -                     | -                      |
| 3.4481     | 806     | 0.051         | -                      | -                      | -                      | -                     | -                      |
| 3.4524     | 807     | 0.2649        | -                      | -                      | -                      | -                     | -                      |
| 3.4567     | 808     | 0.0032        | -                      | -                      | -                      | -                     | -                      |
| 3.4610     | 809     | 0.0228        | -                      | -                      | -                      | -                     | -                      |
| 3.4652     | 810     | 0.0163        | -                      | -                      | -                      | -                     | -                      |
| 3.4695     | 811     | 0.0121        | -                      | -                      | -                      | -                     | -                      |
| 3.4738     | 812     | 0.0033        | -                      | -                      | -                      | -                     | -                      |
| 3.4781     | 813     | 0.0067        | -                      | -                      | -                      | -                     | -                      |
| 3.4824     | 814     | 0.0122        | -                      | -                      | -                      | -                     | -                      |
| 3.4866     | 815     | 0.0292        | -                      | -                      | -                      | -                     | -                      |
| 3.4909     | 816     | 0.0488        | -                      | -                      | -                      | -                     | -                      |
| 3.4952     | 817     | 0.025         | -                      | -                      | -                      | -                     | -                      |
| 3.4995     | 818     | 0.014         | -                      | -                      | -                      | -                     | -                      |
| 3.5037     | 819     | 0.0169        | -                      | -                      | -                      | -                     | -                      |
| 3.5080     | 820     | 0.0277        | -                      | -                      | -                      | -                     | -                      |
| 3.5123     | 821     | 0.022         | -                      | -                      | -                      | -                     | -                      |
| 3.5166     | 822     | 0.0187        | -                      | -                      | -                      | -                     | -                      |
| 3.5209     | 823     | 0.0178        | -                      | -                      | -                      | -                     | -                      |
| 3.5251     | 824     | 0.0265        | -                      | -                      | -                      | -                     | -                      |
| 3.5294     | 825     | 0.0063        | -                      | -                      | -                      | -                     | -                      |
| 3.5337     | 826     | 0.0154        | -                      | -                      | -                      | -                     | -                      |
| 3.5380     | 827     | 0.0489        | -                      | -                      | -                      | -                     | -                      |
| 3.5422     | 828     | 0.029         | -                      | -                      | -                      | -                     | -                      |
| 3.5465     | 829     | 0.0496        | -                      | -                      | -                      | -                     | -                      |
| 3.5508     | 830     | 0.2485        | -                      | -                      | -                      | -                     | -                      |
| 3.5551     | 831     | 0.0394        | -                      | -                      | -                      | -                     | -                      |
| 3.5594     | 832     | 0.0294        | -                      | -                      | -                      | -                     | -                      |
| 3.5636     | 833     | 0.0262        | -                      | -                      | -                      | -                     | -                      |
| 3.5679     | 834     | 0.0368        | -                      | -                      | -                      | -                     | -                      |
| 3.5722     | 835     | 0.0163        | -                      | -                      | -                      | -                     | -                      |
| 3.5765     | 836     | 0.0167        | -                      | -                      | -                      | -                     | -                      |
| 3.5807     | 837     | 0.01          | -                      | -                      | -                      | -                     | -                      |
| 3.5850     | 838     | 0.0179        | -                      | -                      | -                      | -                     | -                      |
| 3.5893     | 839     | 0.0493        | -                      | -                      | -                      | -                     | -                      |
| 3.5936     | 840     | 0.0082        | -                      | -                      | -                      | -                     | -                      |
| 3.5979     | 841     | 0.0109        | -                      | -                      | -                      | -                     | -                      |
| 3.6021     | 842     | 0.0155        | -                      | -                      | -                      | -                     | -                      |
| 3.6064     | 843     | 0.0117        | -                      | -                      | -                      | -                     | -                      |
| 3.6107     | 844     | 0.0245        | -                      | -                      | -                      | -                     | -                      |
| 3.6150     | 845     | 0.0306        | -                      | -                      | -                      | -                     | -                      |
| 3.6193     | 846     | 0.0529        | -                      | -                      | -                      | -                     | -                      |
| 3.6235     | 847     | 0.0731        | -                      | -                      | -                      | -                     | -                      |
| 3.6278     | 848     | 0.0427        | -                      | -                      | -                      | -                     | -                      |
| 3.6321     | 849     | 0.0039        | -                      | -                      | -                      | -                     | -                      |
| 3.6364     | 850     | 0.0031        | -                      | -                      | -                      | -                     | -                      |
| 3.6406     | 851     | 0.0151        | -                      | -                      | -                      | -                     | -                      |
| 3.6449     | 852     | 0.107         | -                      | -                      | -                      | -                     | -                      |
| 3.6492     | 853     | 0.1507        | -                      | -                      | -                      | -                     | -                      |
| 3.6535     | 854     | 0.0314        | -                      | -                      | -                      | -                     | -                      |
| 3.6578     | 855     | 0.0204        | -                      | -                      | -                      | -                     | -                      |
| 3.6620     | 856     | 0.0212        | -                      | -                      | -                      | -                     | -                      |
| 3.6663     | 857     | 0.0351        | -                      | -                      | -                      | -                     | -                      |
| 3.6706     | 858     | 0.0388        | -                      | -                      | -                      | -                     | -                      |
| 3.6749     | 859     | 0.0104        | -                      | -                      | -                      | -                     | -                      |
| 3.6791     | 860     | 0.0386        | -                      | -                      | -                      | -                     | -                      |
| 3.6834     | 861     | 0.0914        | -                      | -                      | -                      | -                     | -                      |
| 3.6877     | 862     | 0.0557        | -                      | -                      | -                      | -                     | -                      |
| 3.6920     | 863     | 0.021         | -                      | -                      | -                      | -                     | -                      |
| 3.6963     | 864     | 0.0176        | -                      | -                      | -                      | -                     | -                      |
| 3.7005     | 865     | 0.0064        | -                      | -                      | -                      | -                     | -                      |
| 3.7048     | 866     | 0.0292        | -                      | -                      | -                      | -                     | -                      |
| 3.7091     | 867     | 0.0663        | -                      | -                      | -                      | -                     | -                      |
| 3.7134     | 868     | 0.0363        | -                      | -                      | -                      | -                     | -                      |
| 3.7176     | 869     | 0.0759        | -                      | -                      | -                      | -                     | -                      |
| 3.7219     | 870     | 0.0693        | -                      | -                      | -                      | -                     | -                      |
| 3.7262     | 871     | 0.0369        | -                      | -                      | -                      | -                     | -                      |
| 3.7305     | 872     | 0.0396        | -                      | -                      | -                      | -                     | -                      |
| 3.7348     | 873     | 0.0389        | -                      | -                      | -                      | -                     | -                      |
| 3.7390     | 874     | 0.0331        | -                      | -                      | -                      | -                     | -                      |
| 3.7433     | 875     | 0.0344        | -                      | -                      | -                      | -                     | -                      |
| 3.7476     | 876     | 0.0155        | -                      | -                      | -                      | -                     | -                      |
| 3.7519     | 877     | 0.0213        | -                      | -                      | -                      | -                     | -                      |
| 3.7561     | 878     | 0.0939        | -                      | -                      | -                      | -                     | -                      |
| 3.7604     | 879     | 0.032         | -                      | -                      | -                      | -                     | -                      |
| 3.7647     | 880     | 0.0057        | -                      | -                      | -                      | -                     | -                      |
| 3.7690     | 881     | 0.0096        | -                      | -                      | -                      | -                     | -                      |
| 3.7733     | 882     | 0.0072        | -                      | -                      | -                      | -                     | -                      |
| 3.7775     | 883     | 0.0078        | -                      | -                      | -                      | -                     | -                      |
| 3.7818     | 884     | 0.026         | -                      | -                      | -                      | -                     | -                      |
| 3.7861     | 885     | 0.0838        | -                      | -                      | -                      | -                     | -                      |
| 3.7904     | 886     | 0.0328        | -                      | -                      | -                      | -                     | -                      |
| 3.7947     | 887     | 0.0164        | -                      | -                      | -                      | -                     | -                      |
| 3.7989     | 888     | 0.0101        | -                      | -                      | -                      | -                     | -                      |
| 3.8032     | 889     | 0.0144        | -                      | -                      | -                      | -                     | -                      |
| 3.8075     | 890     | 0.0169        | -                      | -                      | -                      | -                     | -                      |
| 3.8118     | 891     | 0.0752        | -                      | -                      | -                      | -                     | -                      |
| 3.8160     | 892     | 0.1062        | -                      | -                      | -                      | -                     | -                      |
| 3.8203     | 893     | 0.0816        | -                      | -                      | -                      | -                     | -                      |
| 3.8246     | 894     | 0.0385        | -                      | -                      | -                      | -                     | -                      |
| 3.8289     | 895     | 0.0174        | -                      | -                      | -                      | -                     | -                      |
| 3.8332     | 896     | 0.0093        | -                      | -                      | -                      | -                     | -                      |
| 3.8374     | 897     | 0.0117        | -                      | -                      | -                      | -                     | -                      |
| 3.8417     | 898     | 0.0304        | -                      | -                      | -                      | -                     | -                      |
| 3.8460     | 899     | 0.0103        | -                      | -                      | -                      | -                     | -                      |
| 3.8503     | 900     | 0.0251        | -                      | -                      | -                      | -                     | -                      |
| 3.8545     | 901     | 0.0352        | -                      | -                      | -                      | -                     | -                      |
| 3.8588     | 902     | 0.0266        | -                      | -                      | -                      | -                     | -                      |
| 3.8631     | 903     | 0.0085        | -                      | -                      | -                      | -                     | -                      |
| 3.8674     | 904     | 0.0189        | -                      | -                      | -                      | -                     | -                      |
| 3.8717     | 905     | 0.0349        | -                      | -                      | -                      | -                     | -                      |
| 3.8759     | 906     | 0.037         | -                      | -                      | -                      | -                     | -                      |
| 3.8802     | 907     | 0.0215        | -                      | -                      | -                      | -                     | -                      |
| 3.8845     | 908     | 0.0113        | -                      | -                      | -                      | -                     | -                      |
| 3.8888     | 909     | 0.0063        | -                      | -                      | -                      | -                     | -                      |
| 3.8930     | 910     | 0.0102        | -                      | -                      | -                      | -                     | -                      |
| 3.8973     | 911     | 0.0108        | -                      | -                      | -                      | -                     | -                      |
| 3.9016     | 912     | 0.0059        | -                      | -                      | -                      | -                     | -                      |
| 3.9059     | 913     | 0.0373        | -                      | -                      | -                      | -                     | -                      |
| 3.9102     | 914     | 0.0147        | -                      | -                      | -                      | -                     | -                      |
| 3.9144     | 915     | 0.0508        | -                      | -                      | -                      | -                     | -                      |
| 3.9187     | 916     | 0.0297        | -                      | -                      | -                      | -                     | -                      |
| 3.9230     | 917     | 0.043         | -                      | -                      | -                      | -                     | -                      |
| 3.9273     | 918     | 0.0066        | -                      | -                      | -                      | -                     | -                      |
| 3.9316     | 919     | 0.016         | -                      | -                      | -                      | -                     | -                      |
| 3.9358     | 920     | 0.0046        | -                      | -                      | -                      | -                     | -                      |
| 3.9401     | 921     | 0.0123        | -                      | -                      | -                      | -                     | -                      |
| 3.9444     | 922     | 0.0178        | -                      | -                      | -                      | -                     | -                      |
| 3.9487     | 923     | 0.044         | -                      | -                      | -                      | -                     | -                      |
| 3.9529     | 924     | 0.1045        | -                      | -                      | -                      | -                     | -                      |
| 3.9572     | 925     | 0.0353        | -                      | -                      | -                      | -                     | -                      |
| 3.9615     | 926     | 0.0692        | -                      | -                      | -                      | -                     | -                      |
| 3.9658     | 927     | 0.0108        | -                      | -                      | -                      | -                     | -                      |
| 3.9701     | 928     | 0.007         | -                      | -                      | -                      | -                     | -                      |
| 3.9743     | 929     | 0.0146        | -                      | -                      | -                      | -                     | -                      |
| 3.9786     | 930     | 0.0123        | -                      | -                      | -                      | -                     | -                      |
| 3.9829     | 931     | 0.0036        | -                      | -                      | -                      | -                     | -                      |
| 3.9872     | 932     | 0.0057        | -                      | -                      | -                      | -                     | -                      |
| 3.9914     | 933     | 0.0495        | -                      | -                      | -                      | -                     | -                      |
| 3.9957     | 934     | 0.0429        | -                      | -                      | -                      | -                     | -                      |
| 4.0        | 935     | 0.0226        | 0.3572                 | 0.3768                 | 0.3820                 | 0.3084                | 0.3844                 |
| 4.0043     | 936     | 0.017         | -                      | -                      | -                      | -                     | -                      |
| 4.0086     | 937     | 0.0392        | -                      | -                      | -                      | -                     | -                      |
| 4.0128     | 938     | 0.0094        | -                      | -                      | -                      | -                     | -                      |
| 4.0171     | 939     | 0.01          | -                      | -                      | -                      | -                     | -                      |
| 4.0214     | 940     | 0.0086        | -                      | -                      | -                      | -                     | -                      |
| 4.0257     | 941     | 0.0226        | -                      | -                      | -                      | -                     | -                      |
| 4.0299     | 942     | 0.0263        | -                      | -                      | -                      | -                     | -                      |
| 4.0342     | 943     | 0.0089        | -                      | -                      | -                      | -                     | -                      |
| 4.0385     | 944     | 0.0059        | -                      | -                      | -                      | -                     | -                      |
| 4.0428     | 945     | 0.027         | -                      | -                      | -                      | -                     | -                      |
| 4.0471     | 946     | 0.052         | -                      | -                      | -                      | -                     | -                      |
| 4.0513     | 947     | 0.0183        | -                      | -                      | -                      | -                     | -                      |
| 4.0556     | 948     | 0.0165        | -                      | -                      | -                      | -                     | -                      |
| 4.0599     | 949     | 0.0036        | -                      | -                      | -                      | -                     | -                      |
| 4.0642     | 950     | 0.0039        | -                      | -                      | -                      | -                     | -                      |
| 4.0684     | 951     | 0.0198        | -                      | -                      | -                      | -                     | -                      |
| 4.0727     | 952     | 0.0259        | -                      | -                      | -                      | -                     | -                      |
| 4.0770     | 953     | 0.0109        | -                      | -                      | -                      | -                     | -                      |
| 4.0813     | 954     | 0.091         | -                      | -                      | -                      | -                     | -                      |
| 4.0856     | 955     | 0.019         | -                      | -                      | -                      | -                     | -                      |
| 4.0898     | 956     | 0.0135        | -                      | -                      | -                      | -                     | -                      |
| 4.0941     | 957     | 0.1946        | -                      | -                      | -                      | -                     | -                      |
| 4.0984     | 958     | 0.0158        | -                      | -                      | -                      | -                     | -                      |
| 4.1027     | 959     | 0.0379        | -                      | -                      | -                      | -                     | -                      |
| 4.1070     | 960     | 0.0071        | -                      | -                      | -                      | -                     | -                      |
| 4.1112     | 961     | 0.0332        | -                      | -                      | -                      | -                     | -                      |
| 4.1155     | 962     | 0.0157        | -                      | -                      | -                      | -                     | -                      |
| 4.1198     | 963     | 0.0261        | -                      | -                      | -                      | -                     | -                      |
| 4.1241     | 964     | 0.0107        | -                      | -                      | -                      | -                     | -                      |
| 4.1283     | 965     | 0.0046        | -                      | -                      | -                      | -                     | -                      |
| 4.1326     | 966     | 0.0078        | -                      | -                      | -                      | -                     | -                      |
| 4.1369     | 967     | 0.0086        | -                      | -                      | -                      | -                     | -                      |
| 4.1412     | 968     | 0.0261        | -                      | -                      | -                      | -                     | -                      |
| 4.1455     | 969     | 0.0271        | -                      | -                      | -                      | -                     | -                      |
| 4.1497     | 970     | 0.009         | -                      | -                      | -                      | -                     | -                      |
| 4.1540     | 971     | 0.0342        | -                      | -                      | -                      | -                     | -                      |
| 4.1583     | 972     | 0.0561        | -                      | -                      | -                      | -                     | -                      |
| 4.1626     | 973     | 0.0559        | -                      | -                      | -                      | -                     | -                      |
| 4.1668     | 974     | 0.024         | -                      | -                      | -                      | -                     | -                      |
| 4.1711     | 975     | 0.0083        | -                      | -                      | -                      | -                     | -                      |
| 4.1754     | 976     | 0.0757        | -                      | -                      | -                      | -                     | -                      |
| 4.1797     | 977     | 0.0353        | -                      | -                      | -                      | -                     | -                      |
| 4.1840     | 978     | 0.0135        | -                      | -                      | -                      | -                     | -                      |
| 4.1882     | 979     | 0.0681        | -                      | -                      | -                      | -                     | -                      |
| 4.1925     | 980     | 0.0132        | -                      | -                      | -                      | -                     | -                      |
| 4.1968     | 981     | 0.0104        | -                      | -                      | -                      | -                     | -                      |
| 4.2011     | 982     | 0.0191        | -                      | -                      | -                      | -                     | -                      |
| 4.2053     | 983     | 0.0684        | -                      | -                      | -                      | -                     | -                      |
| 4.2096     | 984     | 0.0176        | -                      | -                      | -                      | -                     | -                      |
| 4.2139     | 985     | 0.0193        | -                      | -                      | -                      | -                     | -                      |
| 4.2182     | 986     | 0.0105        | -                      | -                      | -                      | -                     | -                      |
| 4.2225     | 987     | 0.0057        | -                      | -                      | -                      | -                     | -                      |
| 4.2267     | 988     | 0.0069        | -                      | -                      | -                      | -                     | -                      |
| 4.2310     | 989     | 0.0237        | -                      | -                      | -                      | -                     | -                      |
| 4.2353     | 990     | 0.0571        | -                      | -                      | -                      | -                     | -                      |
| 4.2396     | 991     | 0.0182        | -                      | -                      | -                      | -                     | -                      |
| 4.2439     | 992     | 0.0093        | -                      | -                      | -                      | -                     | -                      |
| 4.2481     | 993     | 0.0366        | -                      | -                      | -                      | -                     | -                      |
| 4.2524     | 994     | 0.0132        | -                      | -                      | -                      | -                     | -                      |
| 4.2567     | 995     | 0.0192        | -                      | -                      | -                      | -                     | -                      |
| 4.2610     | 996     | 0.0127        | -                      | -                      | -                      | -                     | -                      |
| 4.2652     | 997     | 0.0067        | -                      | -                      | -                      | -                     | -                      |
| 4.2695     | 998     | 0.0228        | -                      | -                      | -                      | -                     | -                      |
| 4.2738     | 999     | 0.0212        | -                      | -                      | -                      | -                     | -                      |
| 4.2781     | 1000    | 0.0061        | -                      | -                      | -                      | -                     | -                      |
| 4.2824     | 1001    | 0.0057        | -                      | -                      | -                      | -                     | -                      |
| 4.2866     | 1002    | 0.0037        | -                      | -                      | -                      | -                     | -                      |
| 4.2909     | 1003    | 0.0108        | -                      | -                      | -                      | -                     | -                      |
| 4.2952     | 1004    | 0.0089        | -                      | -                      | -                      | -                     | -                      |
| 4.2995     | 1005    | 0.013         | -                      | -                      | -                      | -                     | -                      |
| 4.3037     | 1006    | 0.0157        | -                      | -                      | -                      | -                     | -                      |
| 4.3080     | 1007    | 0.0101        | -                      | -                      | -                      | -                     | -                      |
| 4.3123     | 1008    | 0.0032        | -                      | -                      | -                      | -                     | -                      |
| 4.3166     | 1009    | 0.0151        | -                      | -                      | -                      | -                     | -                      |
| 4.3209     | 1010    | 0.0287        | -                      | -                      | -                      | -                     | -                      |
| 4.3251     | 1011    | 0.0192        | -                      | -                      | -                      | -                     | -                      |
| 4.3294     | 1012    | 0.0124        | -                      | -                      | -                      | -                     | -                      |
| 4.3337     | 1013    | 0.0035        | -                      | -                      | -                      | -                     | -                      |
| 4.3380     | 1014    | 0.0091        | -                      | -                      | -                      | -                     | -                      |
| 4.3422     | 1015    | 0.0477        | -                      | -                      | -                      | -                     | -                      |
| 4.3465     | 1016    | 0.0042        | -                      | -                      | -                      | -                     | -                      |
| 4.3508     | 1017    | 0.0133        | -                      | -                      | -                      | -                     | -                      |
| 4.3551     | 1018    | 0.013         | -                      | -                      | -                      | -                     | -                      |
| 4.3594     | 1019    | 0.0302        | -                      | -                      | -                      | -                     | -                      |
| 4.3636     | 1020    | 0.0072        | -                      | -                      | -                      | -                     | -                      |
| 4.3679     | 1021    | 0.011         | -                      | -                      | -                      | -                     | -                      |
| 4.3722     | 1022    | 0.0165        | -                      | -                      | -                      | -                     | -                      |
| 4.3765     | 1023    | 0.0259        | -                      | -                      | -                      | -                     | -                      |
| 4.3807     | 1024    | 0.0101        | -                      | -                      | -                      | -                     | -                      |
| 4.3850     | 1025    | 0.0132        | -                      | -                      | -                      | -                     | -                      |
| 4.3893     | 1026    | 0.0134        | -                      | -                      | -                      | -                     | -                      |
| 4.3936     | 1027    | 0.0365        | -                      | -                      | -                      | -                     | -                      |
| 4.3979     | 1028    | 0.0314        | -                      | -                      | -                      | -                     | -                      |
| 4.4021     | 1029    | 0.02          | -                      | -                      | -                      | -                     | -                      |
| 4.4064     | 1030    | 0.009         | -                      | -                      | -                      | -                     | -                      |
| 4.4107     | 1031    | 0.021         | -                      | -                      | -                      | -                     | -                      |
| 4.4150     | 1032    | 0.031         | -                      | -                      | -                      | -                     | -                      |
| 4.4193     | 1033    | 0.0116        | -                      | -                      | -                      | -                     | -                      |
| 4.4235     | 1034    | 0.0126        | -                      | -                      | -                      | -                     | -                      |
| 4.4278     | 1035    | 0.0171        | -                      | -                      | -                      | -                     | -                      |
| 4.4321     | 1036    | 0.0084        | -                      | -                      | -                      | -                     | -                      |
| 4.4364     | 1037    | 0.0101        | -                      | -                      | -                      | -                     | -                      |
| 4.4406     | 1038    | 0.0116        | -                      | -                      | -                      | -                     | -                      |
| 4.4449     | 1039    | 0.0131        | -                      | -                      | -                      | -                     | -                      |
| 4.4492     | 1040    | 0.0513        | -                      | -                      | -                      | -                     | -                      |
| 4.4535     | 1041    | 0.0487        | -                      | -                      | -                      | -                     | -                      |
| 4.4578     | 1042    | 0.0034        | -                      | -                      | -                      | -                     | -                      |
| 4.4620     | 1043    | 0.0036        | -                      | -                      | -                      | -                     | -                      |
| 4.4663     | 1044    | 0.0173        | -                      | -                      | -                      | -                     | -                      |
| 4.4706     | 1045    | 0.0071        | -                      | -                      | -                      | -                     | -                      |
| 4.4749     | 1046    | 0.0019        | -                      | -                      | -                      | -                     | -                      |
| 4.4791     | 1047    | 0.0171        | -                      | -                      | -                      | -                     | -                      |
| 4.4834     | 1048    | 0.0044        | -                      | -                      | -                      | -                     | -                      |
| 4.4877     | 1049    | 0.0397        | -                      | -                      | -                      | -                     | -                      |
| 4.4920     | 1050    | 0.0827        | -                      | -                      | -                      | -                     | -                      |
| 4.4963     | 1051    | 0.0148        | -                      | -                      | -                      | -                     | -                      |
| 4.5005     | 1052    | 0.0054        | -                      | -                      | -                      | -                     | -                      |
| 4.5048     | 1053    | 0.0141        | -                      | -                      | -                      | -                     | -                      |
| 4.5091     | 1054    | 0.0233        | -                      | -                      | -                      | -                     | -                      |
| 4.5134     | 1055    | 0.0088        | -                      | -                      | -                      | -                     | -                      |
| 4.5176     | 1056    | 0.0034        | -                      | -                      | -                      | -                     | -                      |
| 4.5219     | 1057    | 0.0145        | -                      | -                      | -                      | -                     | -                      |
| 4.5262     | 1058    | 0.0456        | -                      | -                      | -                      | -                     | -                      |
| 4.5305     | 1059    | 0.0051        | -                      | -                      | -                      | -                     | -                      |
| 4.5348     | 1060    | 0.0106        | -                      | -                      | -                      | -                     | -                      |
| 4.5390     | 1061    | 0.0114        | -                      | -                      | -                      | -                     | -                      |
| 4.5433     | 1062    | 0.0105        | -                      | -                      | -                      | -                     | -                      |
| 4.5476     | 1063    | 0.041         | -                      | -                      | -                      | -                     | -                      |
| 4.5519     | 1064    | 0.0776        | -                      | -                      | -                      | -                     | -                      |
| 4.5561     | 1065    | 0.0055        | -                      | -                      | -                      | -                     | -                      |
| 4.5604     | 1066    | 0.0139        | -                      | -                      | -                      | -                     | -                      |
| 4.5647     | 1067    | 0.0246        | -                      | -                      | -                      | -                     | -                      |
| 4.5690     | 1068    | 0.0127        | -                      | -                      | -                      | -                     | -                      |
| 4.5733     | 1069    | 0.0084        | -                      | -                      | -                      | -                     | -                      |
| 4.5775     | 1070    | 0.0157        | -                      | -                      | -                      | -                     | -                      |
| 4.5818     | 1071    | 0.0086        | -                      | -                      | -                      | -                     | -                      |
| 4.5861     | 1072    | 0.0129        | -                      | -                      | -                      | -                     | -                      |
| 4.5904     | 1073    | 0.0111        | -                      | -                      | -                      | -                     | -                      |
| 4.5947     | 1074    | 0.0069        | -                      | -                      | -                      | -                     | -                      |
| 4.5989     | 1075    | 0.006         | -                      | -                      | -                      | -                     | -                      |
| 4.6032     | 1076    | 0.0099        | -                      | -                      | -                      | -                     | -                      |
| 4.6075     | 1077    | 0.0459        | -                      | -                      | -                      | -                     | -                      |
| 4.6118     | 1078    | 0.0332        | -                      | -                      | -                      | -                     | -                      |
| 4.6160     | 1079    | 0.0317        | -                      | -                      | -                      | -                     | -                      |
| 4.6203     | 1080    | 0.0444        | -                      | -                      | -                      | -                     | -                      |
| 4.6246     | 1081    | 0.0416        | -                      | -                      | -                      | -                     | -                      |
| 4.6289     | 1082    | 0.0022        | -                      | -                      | -                      | -                     | -                      |
| 4.6332     | 1083    | 0.0023        | -                      | -                      | -                      | -                     | -                      |
| 4.6374     | 1084    | 0.004         | -                      | -                      | -                      | -                     | -                      |
| 4.6417     | 1085    | 0.0127        | -                      | -                      | -                      | -                     | -                      |
| 4.6460     | 1086    | 0.0664        | -                      | -                      | -                      | -                     | -                      |
| 4.6503     | 1087    | 0.0348        | -                      | -                      | -                      | -                     | -                      |
| 4.6545     | 1088    | 0.0384        | -                      | -                      | -                      | -                     | -                      |
| 4.6588     | 1089    | 0.0067        | -                      | -                      | -                      | -                     | -                      |
| 4.6631     | 1090    | 0.0136        | -                      | -                      | -                      | -                     | -                      |
| 4.6674     | 1091    | 0.0095        | -                      | -                      | -                      | -                     | -                      |
| 4.6717     | 1092    | 0.0178        | -                      | -                      | -                      | -                     | -                      |
| 4.6759     | 1093    | 0.0073        | -                      | -                      | -                      | -                     | -                      |
| 4.6802     | 1094    | 0.0435        | -                      | -                      | -                      | -                     | -                      |
| 4.6845     | 1095    | 0.0158        | -                      | -                      | -                      | -                     | -                      |
| 4.6888     | 1096    | 0.0291        | -                      | -                      | -                      | -                     | -                      |
| 4.6930     | 1097    | 0.0087        | -                      | -                      | -                      | -                     | -                      |
| 4.6973     | 1098    | 0.0152        | -                      | -                      | -                      | -                     | -                      |
| 4.7016     | 1099    | 0.0118        | -                      | -                      | -                      | -                     | -                      |
| 4.7059     | 1100    | 0.0282        | -                      | -                      | -                      | -                     | -                      |
| 4.7102     | 1101    | 0.085         | -                      | -                      | -                      | -                     | -                      |
| 4.7144     | 1102    | 0.0545        | -                      | -                      | -                      | -                     | -                      |
| 4.7187     | 1103    | 0.0135        | -                      | -                      | -                      | -                     | -                      |
| 4.7230     | 1104    | 0.0586        | -                      | -                      | -                      | -                     | -                      |
| 4.7273     | 1105    | 0.0332        | -                      | -                      | -                      | -                     | -                      |
| 4.7316     | 1106    | 0.012         | -                      | -                      | -                      | -                     | -                      |
| 4.7358     | 1107    | 0.0268        | -                      | -                      | -                      | -                     | -                      |
| 4.7401     | 1108    | 0.0208        | -                      | -                      | -                      | -                     | -                      |
| 4.7444     | 1109    | 0.04          | -                      | -                      | -                      | -                     | -                      |
| 4.7487     | 1110    | 0.0072        | -                      | -                      | -                      | -                     | -                      |
| 4.7529     | 1111    | 0.0238        | -                      | -                      | -                      | -                     | -                      |
| 4.7572     | 1112    | 0.0267        | -                      | -                      | -                      | -                     | -                      |
| 4.7615     | 1113    | 0.0091        | -                      | -                      | -                      | -                     | -                      |
| 4.7658     | 1114    | 0.0057        | -                      | -                      | -                      | -                     | -                      |
| 4.7701     | 1115    | 0.0045        | -                      | -                      | -                      | -                     | -                      |
| 4.7743     | 1116    | 0.0064        | -                      | -                      | -                      | -                     | -                      |
| 4.7786     | 1117    | 0.0109        | -                      | -                      | -                      | -                     | -                      |
| 4.7829     | 1118    | 0.0115        | -                      | -                      | -                      | -                     | -                      |
| 4.7872     | 1119    | 0.0308        | -                      | -                      | -                      | -                     | -                      |
| 4.7914     | 1120    | 0.0183        | -                      | -                      | -                      | -                     | -                      |
| 4.7957     | 1121    | 0.0106        | -                      | -                      | -                      | -                     | -                      |
| 4.8        | 1122    | 0.0085        | -                      | -                      | -                      | -                     | -                      |
| 4.8043     | 1123    | 0.0114        | -                      | -                      | -                      | -                     | -                      |
| 4.8086     | 1124    | 0.0088        | -                      | -                      | -                      | -                     | -                      |
| 4.8128     | 1125    | 0.0139        | -                      | -                      | -                      | -                     | -                      |
| 4.8171     | 1126    | 0.0688        | -                      | -                      | -                      | -                     | -                      |
| 4.8214     | 1127    | 0.0323        | -                      | -                      | -                      | -                     | -                      |
| 4.8257     | 1128    | 0.0226        | -                      | -                      | -                      | -                     | -                      |
| 4.8299     | 1129    | 0.0144        | -                      | -                      | -                      | -                     | -                      |
| 4.8342     | 1130    | 0.0043        | -                      | -                      | -                      | -                     | -                      |
| 4.8385     | 1131    | 0.0064        | -                      | -                      | -                      | -                     | -                      |
| 4.8428     | 1132    | 0.0357        | -                      | -                      | -                      | -                     | -                      |
| 4.8471     | 1133    | 0.0212        | -                      | -                      | -                      | -                     | -                      |
| 4.8513     | 1134    | 0.0231        | -                      | -                      | -                      | -                     | -                      |
| 4.8556     | 1135    | 0.0326        | -                      | -                      | -                      | -                     | -                      |
| 4.8599     | 1136    | 0.0153        | -                      | -                      | -                      | -                     | -                      |
| 4.8642     | 1137    | 0.0064        | -                      | -                      | -                      | -                     | -                      |
| 4.8684     | 1138    | 0.0134        | -                      | -                      | -                      | -                     | -                      |
| 4.8727     | 1139    | 0.0242        | -                      | -                      | -                      | -                     | -                      |
| 4.8770     | 1140    | 0.0774        | -                      | -                      | -                      | -                     | -                      |
| 4.8813     | 1141    | 0.023         | -                      | -                      | -                      | -                     | -                      |
| 4.8856     | 1142    | 0.0066        | -                      | -                      | -                      | -                     | -                      |
| 4.8898     | 1143    | 0.0063        | -                      | -                      | -                      | -                     | -                      |
| 4.8941     | 1144    | 0.0054        | -                      | -                      | -                      | -                     | -                      |
| 4.8984     | 1145    | 0.0079        | -                      | -                      | -                      | -                     | -                      |
| 4.9027     | 1146    | 0.0064        | -                      | -                      | -                      | -                     | -                      |
| 4.9070     | 1147    | 0.0125        | -                      | -                      | -                      | -                     | -                      |
| 4.9112     | 1148    | 0.0134        | -                      | -                      | -                      | -                     | -                      |
| 4.9155     | 1149    | 0.0185        | -                      | -                      | -                      | -                     | -                      |
| 4.9198     | 1150    | 0.0152        | -                      | -                      | -                      | -                     | -                      |
| 4.9241     | 1151    | 0.0116        | -                      | -                      | -                      | -                     | -                      |
| 4.9283     | 1152    | 0.0103        | -                      | -                      | -                      | -                     | -                      |
| 4.9326     | 1153    | 0.005         | -                      | -                      | -                      | -                     | -                      |
| 4.9369     | 1154    | 0.0047        | -                      | -                      | -                      | -                     | -                      |
| 4.9412     | 1155    | 0.0227        | -                      | -                      | -                      | -                     | -                      |
| 4.9455     | 1156    | 0.0225        | -                      | -                      | -                      | -                     | -                      |
| 4.9497     | 1157    | 0.0084        | -                      | -                      | -                      | -                     | -                      |
| 4.9540     | 1158    | 0.0819        | -                      | -                      | -                      | -                     | -                      |
| 4.9583     | 1159    | 0.0198        | -                      | -                      | -                      | -                     | -                      |
| 4.9626     | 1160    | 0.0204        | -                      | -                      | -                      | -                     | -                      |
| 4.9668     | 1161    | 0.0043        | -                      | -                      | -                      | -                     | -                      |
| 4.9711     | 1162    | 0.037         | -                      | -                      | -                      | -                     | -                      |
| 4.9754     | 1163    | 0.0128        | -                      | -                      | -                      | -                     | -                      |
| 4.9797     | 1164    | 0.0061        | -                      | -                      | -                      | -                     | -                      |
| 4.9840     | 1165    | 0.0064        | 0.3517                 | 0.3731                 | 0.3808                 | 0.3068                | 0.3898                 |

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

### Framework Versions
- Python: 3.12.2
- Sentence Transformers: 3.0.0
- Transformers: 4.41.2
- PyTorch: 2.3.1
- Accelerate: 0.27.2
- Datasets: 2.19.1
- Tokenizers: 0.19.1

## 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}
}
```

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