sentence-transformers pytorch deberta-v2 sentence-similarity feature-extraction generated_from_trainer dataset_size:279409 loss:CachedGISTEmbedLoss en dataset:tals/vitaminc dataset:allenai/scitail dataset:allenai/sciq dataset:allenai/qasc dataset:sentence-transformers/msmarco-msmarco-distilbert-base-v3 dataset:sentence-transformers/natural-questions dataset:sentence-transformers/trivia-qa dataset:sentence-transformers/gooaq dataset:google-research-datasets/paws arxiv:1908.10084 base_model:bobox/DeBERTa-small-ST-v1-test-step2 base_model:finetune:bobox/DeBERTa-small-ST-v1-test-step2 model-index autotrain_compatible endpoints_compatible region:us
---
base_model: bobox/DeBERTa-small-ST-v1-test-step2
datasets:
- tals/vitaminc
- allenai/scitail
- allenai/sciq
- allenai/qasc
- sentence-transformers/msmarco-msmarco-distilbert-base-v3
- sentence-transformers/natural-questions
- sentence-transformers/trivia-qa
- sentence-transformers/gooaq
- google-research-datasets/paws
language:
- en
library_name: sentence-transformers
metrics:
- pearson_cosine
- spearman_cosine
- pearson_manhattan
- spearman_manhattan
- pearson_euclidean
- spearman_euclidean
- pearson_dot
- spearman_dot
- pearson_max
- spearman_max
- cosine_accuracy
- cosine_accuracy_threshold
- cosine_f1
- cosine_f1_threshold
- cosine_precision
- cosine_recall
- cosine_ap
- dot_accuracy
- dot_accuracy_threshold
- dot_f1
- dot_f1_threshold
- dot_precision
- dot_recall
- dot_ap
- manhattan_accuracy
- manhattan_accuracy_threshold
- manhattan_f1
- manhattan_f1_threshold
- manhattan_precision
- manhattan_recall
- manhattan_ap
- euclidean_accuracy
- euclidean_accuracy_threshold
- euclidean_f1
- euclidean_f1_threshold
- euclidean_precision
- euclidean_recall
- euclidean_ap
- max_accuracy
- max_accuracy_threshold
- max_f1
- max_f1_threshold
- max_precision
- max_recall
- max_ap
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:279409
- loss:CachedGISTEmbedLoss
widget:
- source_sentence: what is acetylcholinesterase in biochemistry
  sentences:
  - The Arkansas was the last nuclear powered cruiser built by the United States.
    (Click here for detailed information about the USS Arkansas) USS Enterprise (CVN-65)
    The USS Enterprise was the Navy's first nuclear powered aircraft carrier and from
    1961 to 1972 she was the biggest warship in the world.
  - The staph infection may also live on the skin of a dog as a parasite or in the
    respiratory system of a dog. In some cases if a dog is not treated right away
    the dog could become very ill or even die. In some cases where a dog is infected
    with staph a dog may have one or several different symptoms. These signs may be
    a reason to have a dog seen by a veterinarian; typically this disease may make
    a dog very sick. Some symptoms of staph infection may include but are not limited
    to.
  - Acetylcholinesterase (HGNC symbol ACHE), also known as AChE or acetylhydrolase,
    is the primary cholinesterase in the body.It is an enzyme that catalyzes the breakdown
    of acetylcholine and of some other choline esters that function as neurotransmitters.AChE
    is found at mainly neuromuscular junctions and in chemical synapses of the cholinergic
    type, where its activity serves to terminate synaptic transmission.uring neurotransmission,
    ACh is released from the nerve into the synaptic cleft and binds to ACh receptors
    on the post-synaptic membrane, relaying the signal from the nerve. AChE, also
    located on the post-synaptic membrane, terminates the signal transmission by hydrolyzing
    ACh.
- source_sentence: More than 169 countries had reported over 212,000 COVID-19 cases
    before March 19 , 2020 .
  sentences:
  - As of 23 March , more than 341,000 cases of COVID-19 have been reported in 192
    countries and territories , resulting in more than 14,700 deaths and 99,000 recoveries
    .
  - As of 21 March , more than 278,000 cases of COVID-19 have been reported in over
    186 countries and territories , resulting in more than 11,500 deaths and 92,000
    recoveries.  virus seems to mostly spread between people via respiratory droplets
    .
  - As of 18 March 2020 , more than 212,000 cases of COVID-19 have been reported in
    at least 170 countries and territories , with major outbreaks in China , Iran
    and the European Union .
- source_sentence: The brain is harmed if you get meningitis.
  sentences:
  - Which organ of our body is harmed if you get meningitis?
  - What is the rate at which a specific allele appears within a population called?
  - What is the term for the application of science to solve problems?
- source_sentence: Electrical energy can be converted into kinetic energy and heat
    energy by an electric motor.
  sentences:
  - Solution is the term for a homogeneous mixture of two or more substances.
  - Solution is the term for a homogeneous mixture of two or more substances.
  - Electric motors transform electrical energy into kinetic energy.
- source_sentence: where was the first hudson bay company post
  sentences:
  - Hudson's Bay Company Hudson's Bay Company's first inland trading post was established
    by Samuel Hearne in 1774 in Cumberland House, Saskatchewan.[38][39]
  - Another Mother for Peace Los Angeles artist Lorraine Art Schneider donated the
    use of a striking illustration for the Mother's Day peace cards--a sunflower on
    yellow background amid the slogan “War is not healthy for children and other living
    things.” [1]
  - Steven Ogg Steven Ogg is a Canadian actor.[1] He is best known for his roles as
    Trevor Philips in the 2013 video game Grand Theft Auto V and Simon in The Walking
    Dead.[2] He has also appeared in television series such as Better Call Saul, Law
    & Order, Person of Interest, Broad City, and Westworld.
model-index:
- name: SentenceTransformer based on bobox/DeBERTa-small-ST-v1-test-step2
  results:
  - task:
      type: semantic-similarity
      name: Semantic Similarity
    dataset:
      name: sts test
      type: sts-test
    metrics:
    - type: pearson_cosine
      value: 0.8861432363248951
      name: Pearson Cosine
    - type: spearman_cosine
      value: 0.9077370026312627
      name: Spearman Cosine
    - type: pearson_manhattan
      value: 0.9086667636630104
      name: Pearson Manhattan
    - type: spearman_manhattan
      value: 0.9042784013946286
      name: Spearman Manhattan
    - type: pearson_euclidean
      value: 0.9079766073019917
      name: Pearson Euclidean
    - type: spearman_euclidean
      value: 0.903971004980131
      name: Spearman Euclidean
    - type: pearson_dot
      value: 0.8769458596903497
      name: Pearson Dot
    - type: spearman_dot
      value: 0.879439974530776
      name: Spearman Dot
    - type: pearson_max
      value: 0.9086667636630104
      name: Pearson Max
    - type: spearman_max
      value: 0.9077370026312627
      name: Spearman Max
  - task:
      type: binary-classification
      name: Binary Classification
    dataset:
      name: VitaminC
      type: VitaminC
    metrics:
    - type: cosine_accuracy
      value: 0.5546875
      name: Cosine Accuracy
    - type: cosine_accuracy_threshold
      value: 0.8242440819740295
      name: Cosine Accuracy Threshold
    - type: cosine_f1
      value: 0.6684856753069577
      name: Cosine F1
    - type: cosine_f1_threshold
      value: 0.42694979906082153
      name: Cosine F1 Threshold
    - type: cosine_precision
      value: 0.508298755186722
      name: Cosine Precision
    - type: cosine_recall
      value: 0.9760956175298805
      name: Cosine Recall
    - type: cosine_ap
      value: 0.5536891122484903
      name: Cosine Ap
    - type: dot_accuracy
      value: 0.548828125
      name: Dot Accuracy
    - type: dot_accuracy_threshold
      value: 320.12664794921875
      name: Dot Accuracy Threshold
    - type: dot_f1
      value: 0.6711772665764546
      name: Dot F1
    - type: dot_f1_threshold
      value: 147.43307495117188
      name: Dot F1 Threshold
    - type: dot_precision
      value: 0.5081967213114754
      name: Dot Precision
    - type: dot_recall
      value: 0.9880478087649402
      name: Dot Recall
    - type: dot_ap
      value: 0.5328419714769899
      name: Dot Ap
    - type: manhattan_accuracy
      value: 0.556640625
      name: Manhattan Accuracy
    - type: manhattan_accuracy_threshold
      value: 317.9842224121094
      name: Manhattan Accuracy Threshold
    - type: manhattan_f1
      value: 0.6649006622516557
      name: Manhattan F1
    - type: manhattan_f1_threshold
      value: 510.47943115234375
      name: Manhattan F1 Threshold
    - type: manhattan_precision
      value: 0.498015873015873
      name: Manhattan Precision
    - type: manhattan_recall
      value: 1.0
      name: Manhattan Recall
    - type: manhattan_ap
      value: 0.5558452170498778
      name: Manhattan Ap
    - type: euclidean_accuracy
      value: 0.5625
      name: Euclidean Accuracy
    - type: euclidean_accuracy_threshold
      value: 15.206985473632812
      name: Euclidean Accuracy Threshold
    - type: euclidean_f1
      value: 0.6657789613848203
      name: Euclidean F1
    - type: euclidean_f1_threshold
      value: 22.77822494506836
      name: Euclidean F1 Threshold
    - type: euclidean_precision
      value: 0.5
      name: Euclidean Precision
    - type: euclidean_recall
      value: 0.9960159362549801
      name: Euclidean Recall
    - type: euclidean_ap
      value: 0.5563017058033936
      name: Euclidean Ap
    - type: max_accuracy
      value: 0.5625
      name: Max Accuracy
    - type: max_accuracy_threshold
      value: 320.12664794921875
      name: Max Accuracy Threshold
    - type: max_f1
      value: 0.6711772665764546
      name: Max F1
    - type: max_f1_threshold
      value: 510.47943115234375
      name: Max F1 Threshold
    - type: max_precision
      value: 0.508298755186722
      name: Max Precision
    - type: max_recall
      value: 1.0
      name: Max Recall
    - type: max_ap
      value: 0.5563017058033936
      name: Max Ap
---

# SentenceTransformer based on bobox/DeBERTa-small-ST-v1-test-step2

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [bobox/DeBERTa-small-ST-v1-test-step2](https://huggingface.co/bobox/DeBERTa-small-ST-v1-test-step2) on the negation-triplets, [vitaminc-pairs](https://huggingface.co/datasets/tals/vitaminc), [scitail-pairs-qa](https://huggingface.co/datasets/allenai/scitail), [scitail-pairs-pos](https://huggingface.co/datasets/allenai/scitail), xsum-pairs, [sciq_pairs](https://huggingface.co/datasets/allenai/sciq), [qasc_pairs](https://huggingface.co/datasets/allenai/qasc), openbookqa_pairs, [msmarco_pairs](https://huggingface.co/datasets/sentence-transformers/msmarco-msmarco-distilbert-base-v3), [nq_pairs](https://huggingface.co/datasets/sentence-transformers/natural-questions), [trivia_pairs](https://huggingface.co/datasets/sentence-transformers/trivia-qa), [gooaq_pairs](https://huggingface.co/datasets/sentence-transformers/gooaq) and [paws-pos](https://huggingface.co/datasets/google-research-datasets/paws) datasets. 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:** [bobox/DeBERTa-small-ST-v1-test-step2](https://huggingface.co/bobox/DeBERTa-small-ST-v1-test-step2) <!-- at revision 227c804cec7dd9eaab6a3cd4f9df268d4b5a1ca2 -->
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 768 tokens
- **Similarity Function:** Cosine Similarity
- **Training Datasets:**
    - negation-triplets
    - [vitaminc-pairs](https://huggingface.co/datasets/tals/vitaminc)
    - [scitail-pairs-qa](https://huggingface.co/datasets/allenai/scitail)
    - [scitail-pairs-pos](https://huggingface.co/datasets/allenai/scitail)
    - xsum-pairs
    - [sciq_pairs](https://huggingface.co/datasets/allenai/sciq)
    - [qasc_pairs](https://huggingface.co/datasets/allenai/qasc)
    - openbookqa_pairs
    - [msmarco_pairs](https://huggingface.co/datasets/sentence-transformers/msmarco-msmarco-distilbert-base-v3)
    - [nq_pairs](https://huggingface.co/datasets/sentence-transformers/natural-questions)
    - [trivia_pairs](https://huggingface.co/datasets/sentence-transformers/trivia-qa)
    - [gooaq_pairs](https://huggingface.co/datasets/sentence-transformers/gooaq)
    - [paws-pos](https://huggingface.co/datasets/google-research-datasets/paws)
- **Language:** en
<!-- - **License:** Unknown -->

### Model Sources

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

### Full Model Architecture

```
SentenceTransformer(
  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: DebertaV2Model 
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)
```

## Usage

### Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

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

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

# Download from the 🤗 Hub
model = SentenceTransformer("bobox/DeBERTa-small-ST-v1-test-step3")
# Run inference
sentences = [
    'where was the first hudson bay company post',
    "Hudson's Bay Company Hudson's Bay Company's first inland trading post was established by Samuel Hearne in 1774 in Cumberland House, Saskatchewan.[38][39]",
    'Steven Ogg Steven Ogg is a Canadian actor.[1] He is best known for his roles as Trevor Philips in the 2013 video game Grand Theft Auto V and Simon in The Walking Dead.[2] He has also appeared in television series such as Better Call Saul, Law & Order, Person of Interest, Broad City, and Westworld.',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 768]

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

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

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

</details>
-->

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

You can finetune this model on your own dataset.

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

</details>
-->

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

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

## Evaluation

### Metrics

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

| Metric              | Value      |
|:--------------------|:-----------|
| pearson_cosine      | 0.8861     |
| **spearman_cosine** | **0.9077** |
| pearson_manhattan   | 0.9087     |
| spearman_manhattan  | 0.9043     |
| pearson_euclidean   | 0.908      |
| spearman_euclidean  | 0.904      |
| pearson_dot         | 0.8769     |
| spearman_dot        | 0.8794     |
| pearson_max         | 0.9087     |
| spearman_max        | 0.9077     |

#### Binary Classification
* Dataset: `VitaminC`
* Evaluated with [<code>BinaryClassificationEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.BinaryClassificationEvaluator)

| Metric                       | Value      |
|:-----------------------------|:-----------|
| cosine_accuracy              | 0.5547     |
| cosine_accuracy_threshold    | 0.8242     |
| cosine_f1                    | 0.6685     |
| cosine_f1_threshold          | 0.4269     |
| cosine_precision             | 0.5083     |
| cosine_recall                | 0.9761     |
| cosine_ap                    | 0.5537     |
| dot_accuracy                 | 0.5488     |
| dot_accuracy_threshold       | 320.1266   |
| dot_f1                       | 0.6712     |
| dot_f1_threshold             | 147.4331   |
| dot_precision                | 0.5082     |
| dot_recall                   | 0.988      |
| dot_ap                       | 0.5328     |
| manhattan_accuracy           | 0.5566     |
| manhattan_accuracy_threshold | 317.9842   |
| manhattan_f1                 | 0.6649     |
| manhattan_f1_threshold       | 510.4794   |
| manhattan_precision          | 0.498      |
| manhattan_recall             | 1.0        |
| manhattan_ap                 | 0.5558     |
| euclidean_accuracy           | 0.5625     |
| euclidean_accuracy_threshold | 15.207     |
| euclidean_f1                 | 0.6658     |
| euclidean_f1_threshold       | 22.7782    |
| euclidean_precision          | 0.5        |
| euclidean_recall             | 0.996      |
| euclidean_ap                 | 0.5563     |
| max_accuracy                 | 0.5625     |
| max_accuracy_threshold       | 320.1266   |
| max_f1                       | 0.6712     |
| max_f1_threshold             | 510.4794   |
| max_precision                | 0.5083     |
| max_recall                   | 1.0        |
| **max_ap**                   | **0.5563** |

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## Bias, Risks and Limitations

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

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

## Training Details

### Training Datasets

#### negation-triplets

* Dataset: negation-triplets
* Size: 35,750 training samples
* Columns: <code>anchor</code>, <code>entailment</code>, and <code>negative</code>
* Approximate statistics based on the first 1000 samples:
  |         | anchor                                                                             | entailment                                                                        | negative                                                                          |
  |:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                            | string                                                                            |
  | details | <ul><li>min: 4 tokens</li><li>mean: 21.52 tokens</li><li>max: 101 tokens</li></ul> | <ul><li>min: 5 tokens</li><li>mean: 14.34 tokens</li><li>max: 47 tokens</li></ul> | <ul><li>min: 5 tokens</li><li>mean: 14.62 tokens</li><li>max: 44 tokens</li></ul> |
* Samples:
  | anchor                                                                          | entailment                                                                      | negative                                                                            |
  |:--------------------------------------------------------------------------------|:--------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|
  | <code>Brunette woman in a white bikini pouring a drink into a man's cup.</code> | <code>A woman is serving a beverage to a man.</code>                            | <code>A woman is not serving a beverage to a man.</code>                            |
  | <code>People under a tent at a reception.</code>                                | <code>People are outside.</code>                                                | <code>People are inside.</code>                                                     |
  | <code>A man is smoking at sunset.</code>                                        | <code>The time in the picture is probably somewhere between 3PM and 9PM.</code> | <code>The time in the picture is probably not somewhere between 3PM and 9PM.</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### vitaminc-pairs

* Dataset: [vitaminc-pairs](https://huggingface.co/datasets/tals/vitaminc) at [be6febb](https://huggingface.co/datasets/tals/vitaminc/tree/be6febb761b0b2807687e61e0b5282e459df2fa0)
* Size: 34,375 training samples
* Columns: <code>claim</code> and <code>evidence</code>
* Approximate statistics based on the first 1000 samples:
  |         | claim                                                                             | evidence                                                                           |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 7 tokens</li><li>mean: 18.14 tokens</li><li>max: 54 tokens</li></ul> | <ul><li>min: 6 tokens</li><li>mean: 37.45 tokens</li><li>max: 192 tokens</li></ul> |
* Samples:
  | claim                                                                                                                                                                             | evidence                                                                                                                                                                                                                                     |
  |:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>Dora and the Lost City of Gold grossed more than $ 58 million in North America , more than $ 40 million in other territories , and more than $ 98 million globally .</code> | <code>, Dora and the Lost City of Gold has grossed $ 58.4 million in the United States and Canada , and $ 40.4 million in other territories , for a worldwide total of $ 98.8 million , against a production budget of $ 49 million .</code> |
  | <code>After Juan Antonio and Vicky Cristina have sex , they go to bed .</code>                                                                                                    | <code>Afterwards , Juan Antonio lets her know he thinks she 's beautiful , and they make love , and eventually go to bed .</code>                                                                                                            |
  | <code>Tove Lo 's single `` Disco Tits '' reached number 55 in Sweden .</code>                                                                                                     | <code>`` Its lead single , `` '' Disco Tits '' '' , peaked at number 55 in Sweden.  ''</code>                                                                                                                                                |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### scitail-pairs-qa

* Dataset: [scitail-pairs-qa](https://huggingface.co/datasets/allenai/scitail) at [0cc4353](https://huggingface.co/datasets/allenai/scitail/tree/0cc4353235b289165dfde1c7c5d1be983f99ce44)
* Size: 14,237 training samples
* Columns: <code>sentence2</code> and <code>question</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence2                                                                         | question                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                            |
  | details | <ul><li>min: 7 tokens</li><li>mean: 16.29 tokens</li><li>max: 41 tokens</li></ul> | <ul><li>min: 8 tokens</li><li>mean: 15.21 tokens</li><li>max: 35 tokens</li></ul> |
* Samples:
  | sentence2                                                                 | question                                                            |
  |:--------------------------------------------------------------------------|:--------------------------------------------------------------------|
  | <code>When an atom gains or loses an electron it becames a(n) ion.</code> | <code>When an atom gains or loses an electron it becames an?</code> |
  | <code>The stratosphere is the layer above the troposphere.</code>         | <code>What is the layer above the troposphere?</code>               |
  | <code>Solar and wind are still expensive compared to fossil fuels.</code> | <code>Solar and wind are still expensive compared to what?</code>   |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### scitail-pairs-pos

* Dataset: [scitail-pairs-pos](https://huggingface.co/datasets/allenai/scitail) at [0cc4353](https://huggingface.co/datasets/allenai/scitail/tree/0cc4353235b289165dfde1c7c5d1be983f99ce44)
* Size: 8,600 training samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                         |
  |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                            |
  | details | <ul><li>min: 7 tokens</li><li>mean: 23.52 tokens</li><li>max: 71 tokens</li></ul> | <ul><li>min: 7 tokens</li><li>mean: 15.54 tokens</li><li>max: 39 tokens</li></ul> |
* Samples:
  | sentence1                                                                                                                                                                                                                 | sentence2                                                                              |
  |:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------|
  | <code>Ozone is a molecule formed of THREE oxygen atoms.</code>                                                                                                                                                            | <code>Three oxygen ions make up an ozone molecule.</code>                              |
  | <code>Animals live by eating the energy produced by plants (herbivores), or live by eating animals that eat plants (carnivores) Let's take the human being (a polyhagous animal) as an example and ponder upon it.</code> | <code>Herbivores is the term for animals that eat producers to get energy.</code>      |
  | <code>Fertilization triggers Meiosis II, and then the sperm nucleus unites with the resulting egg nucleus.</code>                                                                                                         | <code>When a sperm penetrates the egg, it triggers the egg to complete meiosis.</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### xsum-pairs

* Dataset: xsum-pairs
* Size: 38,500 training samples
* Columns: <code>document</code> and <code>summary</code>
* Approximate statistics based on the first 1000 samples:
  |         | document                                                                             | summary                                                                           |
  |:--------|:-------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                               | string                                                                            |
  | details | <ul><li>min: 40 tokens</li><li>mean: 223.77 tokens</li><li>max: 443 tokens</li></ul> | <ul><li>min: 13 tokens</li><li>mean: 25.9 tokens</li><li>max: 45 tokens</li></ul> |
* Samples:
  | document                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | summary                                                                                                                                                      |
  |:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>William Heath, 12, from Earls Barton, has so far disguised himself as Ali G, Hercule Poirot and Groucho Marx as part of his Movember campaign.<br>He is raising money in memory of his grandfather, who died from cancer in February.<br>William came up with the idea as he cannot grow a moustache himself.<br>His granddad, Robin Wickham, died from pancreatic, testicular and prostate cancer, and William is now asking people to donate to The Movember Foundation, via his own "Mo Space" page.<br>William has already dressed as seven famous moustachioed men, including Biggles, Keith Lemon and Magnum PI.<br>His costumes were sourced from a combination of a local fancy dress shop and items around the home.<br>"My granddad and I were very close," he said. "He used to come on holiday with us and was always having fun."<br>His mum Clare said William had wanted to do something that would help, but was also fun.<br>She said: "We needed to fill 30 days. When you try to think of 30 people with moustaches it is harder than you think.<br>"The overriding thing is that it has been fun, but it has serious implications."<br>William said his favourite character so far had been Ali G, but he had struggled to create a successful Ned Flanders outfit.<br>He said: "I tried to paint my face yellow, but it didn't really work."</code>                                                                                                                                                                                                       | <code>A schoolboy has decided to raise money for a men's health charity by dressing up as a different moustachioed famous face every day for a month.</code> |
  | <code>Media playback is not supported on this device<br>The Daily Mail claimed a £10m offer was made to owner Owen Oyston despite him stating the club was not for sale at a recent public meeting with fans.<br>Oyston was heckled throughout over the way the club is being run.<br>"The owners of the club have received no approach whatsoever, from any investor or third party," said a statement.<br>The Blackpool Supporters Trust launched a £16m bid to buy the club July 2015 but Oyston, whose son Karl is chairman, eventually ended those takeover talks.<br>The Seasiders, who will play in the fourth tier for the first time since 2000-01 this season, have also announced the signing of midfielder Danny Pugh.<br>The 33-year-old former Manchester United trainee joins on a free transfer after his release by Bury and has signed a one-year deal, with further 12-month option.<br>"He brings a wealth of experience to the team and will be a strong, vocal presence in the middle of the park," said boss Gary Bowyer.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              | <code>League Two club Blackpool have denied claims they were subject of a new takeover offer.</code>                                                         |
  | <code>The Cochrane Collaboration carried out a systematic review of eight exercise trials involving more than 300 patients living at home or in care.<br>Exercise did little for patients' moods, the  research concluded.<br>But it did help them carry out daily activities such as rising from a chair, and boosted their cognitive skills.<br>Whether these benefits improve quality of life is still unclear, but the study authors say the findings are reason for optimism.<br>Dementia affects some 800,000 people in the UK. And the number of people with the condition is steadily increasing because people are living longer.<br>It is estimated that by 2021, the number of people with dementia in the UK will have increased to around one million.<br>With no cure, ways to improve the lives of those living with the condition are vital.<br>Researcher Dorothy Forbes, of the University of Alberta, and colleagues who carried out the Cochrane review, said: "Clearly, further research is needed to be able to develop best practice guidelines to enable healthcare providers to advise people with dementia living at home or in institutions.<br>"We also need to understand what level and intensity of exercise is beneficial for someone with dementia."<br>Dr Laura Phipps of Alzheimer's Research UK said: "We do know that exercise is an important part of keeping healthy, and though we can't say that exercise will prevent dementia, evidence does suggest it can help reduce the risk of the condition as part of a healthy lifestyle."</code> | <code>People with dementia who exercise improve their thinking abilities and everyday life, a body of medical research concludes.</code>                     |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### sciq_pairs

* Dataset: [sciq_pairs](https://huggingface.co/datasets/allenai/sciq) at [2c94ad3](https://huggingface.co/datasets/allenai/sciq/tree/2c94ad3e1aafab77146f384e23536f97a4849815)
* Size: 11,095 training samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 7 tokens</li><li>mean: 16.92 tokens</li><li>max: 54 tokens</li></ul> | <ul><li>min: 2 tokens</li><li>mean: 85.56 tokens</li><li>max: 512 tokens</li></ul> |
* Samples:
  | sentence1                                                                                                                              | sentence2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
  |:---------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>The bright color of poison dart frogs serves what purpose?</code>                                                                | <code>Poison dart frogs have toxins in their skin. Their bright colors warn potential predators not to take a bite!.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              |
  | <code>What term describes motion that repeats itself at regular time intervals, such as exhibited by a vibrating guitar string?</code> | <code>When you pluck a guitar string, the resulting sound has a steady tone and lasts a long time. Each successive vibration of the string takes the same time as the previous one. We define periodic motion to be a motion that repeats itself at regular time intervals, such as exhibited by the guitar string or by an object on a spring moving up and down. The time to complete one oscillation remains constant and is called the period T . Its units are usually seconds, but may be any convenient unit of time. The word period refers to the time for some event whether repetitive or not; but we shall be primarily interested in periodic motion, which is by definition repetitive. A concept closely related to period is the frequency of an event. For example, if you get a paycheck twice a month, the frequency of payment is two per month and the period between checks is half a month. Frequency f is defined to be the number of events per unit time. For periodic motion, frequency is the number of oscillations per unit time. The relationship between frequency and period is.</code> |
  | <code>What do stored fats provide our body with for later use?</code>                                                                  | <code>Fats are one type of lipid. Stored fat gives your body energy to use for later. It’s like having money in a savings account: it’s there in case you need it. Stored fat also cushions and protects internal organs. In addition, it insulates the body. It helps keep you warm in cold weather.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### qasc_pairs

* Dataset: [qasc_pairs](https://huggingface.co/datasets/allenai/qasc) at [a34ba20](https://huggingface.co/datasets/allenai/qasc/tree/a34ba204eb9a33b919c10cc08f4f1c8dae5ec070)
* Size: 7,727 training samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                        | sentence2                                                                          |
  |:--------|:---------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                           | string                                                                             |
  | details | <ul><li>min: 4 tokens</li><li>mean: 11.4 tokens</li><li>max: 22 tokens</li></ul> | <ul><li>min: 16 tokens</li><li>mean: 34.47 tokens</li><li>max: 67 tokens</li></ul> |
* Samples:
  | sentence1                                                                | sentence2                                                                                                                                                                                                                            |
  |:-------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>What do geologists use to determine the age of rock layers?</code> | <code>radioactive dating is used to determine the age of fossils. Geologists use fossils to determine the age of the rock layer that it was found in.. Geologists use radioactive dating to determine the age of rock layers.</code> |
  | <code>Air pollution can cause a decrease in what?</code>                 | <code>air pollution can cause the pH of soil to decrease. Research has shown that soil pH less than 6.0 can decrease crop yields.. Air pollution can cause a decrease in crop yields. </code>                                        |
  | <code>What organism uses their sense of smell to find a mate?</code>     | <code>Most salamanders use their sense of smell to find a mate.. Salamanders are a type of amphibian.. Some amphibians use their sense of smell to find a mate.</code>                                                               |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### openbookqa_pairs

* Dataset: openbookqa_pairs
* Size: 4,522 training samples
* Columns: <code>question</code> and <code>fact</code>
* Approximate statistics based on the first 1000 samples:
  |         | question                                                                         | fact                                                                             |
  |:--------|:---------------------------------------------------------------------------------|:---------------------------------------------------------------------------------|
  | type    | string                                                                           | string                                                                           |
  | details | <ul><li>min: 3 tokens</li><li>mean: 13.8 tokens</li><li>max: 78 tokens</li></ul> | <ul><li>min: 4 tokens</li><li>mean: 11.5 tokens</li><li>max: 30 tokens</li></ul> |
* Samples:
  | question                                                                     | fact                                                                                  |
  |:-----------------------------------------------------------------------------|:--------------------------------------------------------------------------------------|
  | <code>What is animal competition?</code>                                     | <code>if two animals eat the same prey then those animals compete for that pey</code> |
  | <code>If you wanted to make a metal bed frame, where would you start?</code> | <code>alloys are made of two or more metals</code>                                    |
  | <code>Places lacking warmth have few what</code>                             | <code>cold environments contain few organisms</code>                                  |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### msmarco_pairs

* Dataset: [msmarco_pairs](https://huggingface.co/datasets/sentence-transformers/msmarco-msmarco-distilbert-base-v3) at [28ff31e](https://huggingface.co/datasets/sentence-transformers/msmarco-msmarco-distilbert-base-v3/tree/28ff31e4c97cddd53d298497f766e653f1e666f9)
* Size: 30,250 training samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                        | sentence2                                                                           |
  |:--------|:---------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|
  | type    | string                                                                           | string                                                                              |
  | details | <ul><li>min: 4 tokens</li><li>mean: 8.65 tokens</li><li>max: 31 tokens</li></ul> | <ul><li>min: 17 tokens</li><li>mean: 76.38 tokens</li><li>max: 207 tokens</li></ul> |
* Samples:
  | sentence1                                          | sentence2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
  |:---------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>propria definition</code>                    | <code>The lamina propria is a constituent of the moist linings known as mucous membranes or mucosa, which line various tubes in the body.The lamina propria is a thin layer of loose connective tissue which lies beneath the epithelium and together with the epithelium constitutes the mucosa.As its Latin name indicates it is a characteristic component of the mucosa, the mucosa's own special layer.he lamina propria is a constituent of the moist linings known as mucous membranes or mucosa, which line various tubes in the body.</code> |
  | <code>what family is the common bullfrog in</code> | <code>The American bullfrog (Rana catesbeiana), often simply known as the bullfrog in Canada and the United States, is an aquatic frog, a member of the family Ranidae, or âtrue frogsâ. This frog has an olive green back and sides blotched with brownish markings and a whitish belly spotted with yellow or grey.</code>                                                                                                                                                                                                                      |
  | <code>why does well pump cycle on and off</code>   | <code>1 When a well pump turns on every time a water-using fixtureâs valve is opened, or if it turns on and off rapidly while the fixture is in use, thatâs short cycling. It is typically caused by a water pressure tank that has lost it built-in cushion of pressurized air.</code>                                                                                                                                                                                                                                                           |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### nq_pairs

* Dataset: [nq_pairs](https://huggingface.co/datasets/sentence-transformers/natural-questions) at [f9e894e](https://huggingface.co/datasets/sentence-transformers/natural-questions/tree/f9e894e1081e206e577b4eaa9ee6de2b06ae6f17)
* Size: 30,250 training samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                          | sentence2                                                                            |
  |:--------|:-----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                               |
  | details | <ul><li>min: 10 tokens</li><li>mean: 11.81 tokens</li><li>max: 22 tokens</li></ul> | <ul><li>min: 16 tokens</li><li>mean: 135.28 tokens</li><li>max: 512 tokens</li></ul> |
* Samples:
  | sentence1                                                                    | sentence2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
  |:-----------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>who established the republic of china in 1912 ce</code>                | <code>Republic of China (1912–1949) The Republic of China was a sovereign state in East Asia, that occupied the territories of modern China and for part of its history Mongolia and Taiwan. It was founded in 1912, after the Qing dynasty, the last imperial dynasty, was overthrown in the Xinhai Revolution. The Republic's first president, Sun Yat-sen, served only briefly before handing over the position to Yuan Shikai, former leader of the Beiyang Army. His party, then led by Song Jiaoren, won the parliamentary election held in December 1912. Song was assassinated shortly after, and the Beiyang Army led by Yuan Shikai maintained full control of the government in Beijing. Between late 1915 and early 1916, Yuan tried to reinstate the monarchy, before resigning after popular unrest. After Yuan's death in 1916, members of cliques in the former Beiyang Army claimed their autonomy and clashed with each other. During this period, the authority of the republican government was weakened by a restoration of the Qing government.</code> |
  | <code>what is the message in john lennon's imagine</code>                    | <code>Imagine (John Lennon song) "Imagine" is a song written and performed by English musician John Lennon. The best-selling single of his solo career, its lyrics encourage the listener to imagine a world at peace without the barriers of borders or the divisions of religion and nationality, and to consider the possibility that the whole of humanity would live unattached to material possessions.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |
  | <code>who is the original singer for these boots are made for walking</code> | <code>These Boots Are Made for Walkin' "These Boots Are Made for Walkin'" is a hit song written by Lee Hazlewood and recorded by Nancy Sinatra. It charted January 22, 1966,[3] and reached No. 1 in the United States Billboard Hot 100 and in the UK Singles Chart.[2]</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### trivia_pairs

* Dataset: [trivia_pairs](https://huggingface.co/datasets/sentence-transformers/trivia-qa) at [a7c36e3](https://huggingface.co/datasets/sentence-transformers/trivia-qa/tree/a7c36e3c8c8c01526bc094d79bf80d4c848b0ad0)
* Size: 12,024 training samples
* Columns: <code>query</code> and <code>answer</code>
* Approximate statistics based on the first 1000 samples:
  |         | query                                                                             | answer                                                                               |
  |:--------|:----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                               |
  | details | <ul><li>min: 7 tokens</li><li>mean: 17.49 tokens</li><li>max: 61 tokens</li></ul> | <ul><li>min: 12 tokens</li><li>mean: 200.72 tokens</li><li>max: 482 tokens</li></ul> |
* Samples:
  | query                                                                                                   | answer                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
  |:--------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>What is the name of 'Bob the Builder's' cement mixer?</code>                                      | <code>BOB the BUILDER DIZZY the CEMENT MIXER BOB the BUILDER DIZZY THE CEMENT MIXER Large Friction Action Dizzy         the Cement Mixer and clicky noise turn by hand Mixer         from the Large Bob The Builder Friction toy Collection  Measures 5" x  4" High  in EXCELLENT Played with Condition ï¿½8.00 .. US $15.60  .. EUROS 12.00 Ref # 0845</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
  | <code>Which cartoon character, who cooks at the Krusty Krab, lives in a pineapple under the sea?</code> | <code>SpongeBob SquarePants from SpongeBob SquarePants| Cartoon | Nick.com Gary SpongeBob SquarePants Come follow the adventures of the world's most lovable sponge and his starfish sidekick! Though they have the best intentions, SpongeBob and Patrick are always causing trouble… and plenty of laughs! When he's not at the Krusty Krab grilling up some epic Krabby Patties, SpongeBob can be found jellyfishing with Patrick, blowing bubbles, or annoying his favorite neighbor, Squidward! Bikini Bottom is home to the coolest creatures under the sea, and you CAN'T miss out on any of their adventures. Is mayonnaise an instrument? Watch SpongeBob SquarePants to find out! Are you ready, kids? AYE AYE CAPTAIN! ON TV</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
  | <code>Chinese Democracy was the long awaited 2008 album release of which band?</code>                   | <code>Guns N Roses 'Chinese Democracy' Set For Wal-Mart Release | Gigwise Guns N Roses 'Chinese Democracy' Set For Wal-Mart Release Band are in talks... Guns N Roses Tickets Buy tickets safely & securely with Seatwave Guns N’ Roses long-awaited new studio album could be released exclusively in retail stores, it’s been reported. Wal-Mart and Best Buy are understood to be leading negotiations to acquire 'Chinese Democracy's' release - possibly before the end of 2008. Industry reports have escalated since Irving Azoff's Front Line Management took over all of the bands business duties. Last year, the company were influential in instigating the release of The Eagles ‘Long Road To Eden’ via Wal-Mart chains. The album enjoyed huge, chart-topping success in the US. According to Billboard, Guns N Roses are also in negotiations for a more traditional release which would take in the rest of the world. As previously reported on Gigwise , Guns N Roses will release their first song in over a decade on the next installment of Rock Band. 'Shackler's Revenge' leads a playlist that spans music releases from the 1960s to today. Guns N Roses – Through The Years.</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### gooaq_pairs

* Dataset: [gooaq_pairs](https://huggingface.co/datasets/sentence-transformers/gooaq) at [b089f72](https://huggingface.co/datasets/sentence-transformers/gooaq/tree/b089f728748a068b7bc5234e5bcf5b25e3c8279c)
* Size: 30,250 training samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 8 tokens</li><li>mean: 11.37 tokens</li><li>max: 24 tokens</li></ul> | <ul><li>min: 13 tokens</li><li>mean: 56.7 tokens</li><li>max: 154 tokens</li></ul> |
* Samples:
  | sentence1                                             | sentence2                                                                                                                                                                                                                                                                                                         |
  |:------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>do namibians need a visa for london?</code>     | <code>The Embassy is closed every Friday. Namibia tourist visa is not required for citizens of United Kingdom for a stay up to 90 days. Sounds good!</code>                                                                                                                                                       |
  | <code>what is the meaning of personal finance?</code> | <code>Personal finance is a term that covers managing your money as well as saving and investing. ... It often refers to the entire industry that provides financial services to individuals and households and advises them about financial and investment opportunities.</code>                                 |
  | <code>what are trim tabs for?</code>                  | <code>Trim tabs are either flat plates or vertical blades fitted either side of the boat and attached to the transom. They are used to trim or level the boat, both fore and aft and side to side. Trim tabs are controlled up and downwards by either a hydraulic, or electric ram system on the transom.</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### paws-pos

* Dataset: [paws-pos](https://huggingface.co/datasets/google-research-datasets/paws) at [161ece9](https://huggingface.co/datasets/google-research-datasets/paws/tree/161ece9501cf0a11f3e48bd356eaa82de46d6a09)
* Size: 21,829 training samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 9 tokens</li><li>mean: 25.63 tokens</li><li>max: 68 tokens</li></ul> | <ul><li>min: 10 tokens</li><li>mean: 25.55 tokens</li><li>max: 68 tokens</li></ul> |
* Samples:
  | sentence1                                                                                                                                                                    | sentence2                                                                                                                                                                        |
  |:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>Thompson was born in Hendon , North London , Dena Holmes in 1960 and worked for a building society bank .</code>                                                       | <code>Thompson was born Dena Holmes in 1960 in Hendon , North London . She worked for a building society .</code>                                                                |
  | <code>One of his first cousins was Elizabeth , aka Lady Elizabeth Hervey , aka Bess Foster , Duchess of Devonshire . His younger brother married Lord Bishop Foster .</code> | <code>One of his first cousins was Elizabeth , alias Lady Elizabeth Hervey , alias Bess Foster , Duchess of Devonshire , his younger brother married Lord Bishop Foster .</code> |
  | <code>At the executive level , EEAA represents the central arm of the Ministry .</code>                                                                                      | <code>At executive level , EEAA represents the central arm of the ministry .</code>                                                                                              |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

### Evaluation Datasets

#### vitaminc-pairs

* Dataset: [vitaminc-pairs](https://huggingface.co/datasets/tals/vitaminc) at [be6febb](https://huggingface.co/datasets/tals/vitaminc/tree/be6febb761b0b2807687e61e0b5282e459df2fa0)
* Size: 108 evaluation samples
* Columns: <code>claim</code> and <code>evidence</code>
* Approximate statistics based on the first 1000 samples:
  |         | claim                                                                             | evidence                                                                           |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 9 tokens</li><li>mean: 21.36 tokens</li><li>max: 41 tokens</li></ul> | <ul><li>min: 11 tokens</li><li>mean: 36.11 tokens</li><li>max: 79 tokens</li></ul> |
* Samples:
  | claim                                                                               | evidence                                                                                                                                                                                                                                                                                                                                               |
  |:------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>Dragon Con had over 5000 guests .</code>                                      | <code>Among the more than 6000 guests and musical performers at the 2009 convention were such notables as Patrick Stewart , William Shatner , Leonard Nimoy , Terry Gilliam , Bruce Boxleitner , James Marsters , and Mary McDonnell .</code>                                                                                                          |
  | <code>COVID-19 has reached more than 185 countries .</code>                         | <code>As of , more than cases of COVID-19 have been reported in more than 190 countries and 200 territories , resulting in more than deaths .</code>                                                                                                                                                                                                   |
  | <code>In March , Italy had 3.6x times more cases of coronavirus than China .</code> | <code>As of 12 March , among nations with at least one million citizens , Italy has the world 's highest per capita rate of positive coronavirus cases at 206.1 cases per million people ( 3.6x times the rate of China ) and is the country with the second-highest number of positive cases as well as of deaths in the world , after China .</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### negation-triplets

* Dataset: negation-triplets
* Size: 64 evaluation samples
* Columns: <code>anchor</code>, <code>entailment</code>, and <code>negative</code>
* Approximate statistics based on the first 1000 samples:
  |         | anchor                                                                             | entailment                                                                        | negative                                                                           |
  |:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                            | string                                                                             |
  | details | <ul><li>min: 11 tokens</li><li>mean: 13.64 tokens</li><li>max: 19 tokens</li></ul> | <ul><li>min: 9 tokens</li><li>mean: 13.23 tokens</li><li>max: 21 tokens</li></ul> | <ul><li>min: 10 tokens</li><li>mean: 13.52 tokens</li><li>max: 22 tokens</li></ul> |
* Samples:
  | anchor                                                                           | entailment                                                             | negative                                                         |
  |:---------------------------------------------------------------------------------|:-----------------------------------------------------------------------|:-----------------------------------------------------------------|
  | <code>Set of toy animals sitting in front of a red wooden wagon.</code>          | <code>Several toy animals - a bull, giraffe, deer and parakeet.</code> | <code>Several toy animals - a cow, lion, wolf and canary.</code> |
  | <code>A bathroom with a toilette with it's seat down.</code>                     | <code>A bathroom with a sink and a toilet</code>                       | <code>A bathroom without a sink or a toilet</code>               |
  | <code>A striped plane flying up into the sky as the sun shines behind it.</code> | <code>An airplane is ascending into the white sky</code>               | <code>An airplane is descending into the black sky</code>        |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### scitail-pairs-pos

* Dataset: [scitail-pairs-pos](https://huggingface.co/datasets/allenai/scitail) at [0cc4353](https://huggingface.co/datasets/allenai/scitail/tree/0cc4353235b289165dfde1c7c5d1be983f99ce44)
* Size: 54 evaluation samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 9 tokens</li><li>mean: 20.81 tokens</li><li>max: 45 tokens</li></ul> | <ul><li>min: 10 tokens</li><li>mean: 15.48 tokens</li><li>max: 23 tokens</li></ul> |
* Samples:
  | sentence1                                                                                                                                                                                     | sentence2                                                                              |
  |:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------|
  | <code>humans normally have 23 pairs of chromosomes.</code>                                                                                                                                    | <code>Humans typically have 23 pairs pairs of chromosomes.</code>                      |
  | <code>A solution is a homogenous mixture of two or more substances that exist in a single phase.</code>                                                                                       | <code>Solution is the term for a homogeneous mixture of two or more substances.</code> |
  | <code>Upwelling The physical process in near-shore ocean systems of rising of nutrients and colder bottom waters to the surface because of constant wind patterns along the shoreline.</code> | <code>Upwelling is the term for when deep ocean water rises to the surface.</code>     |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### scitail-pairs-qa

* Dataset: [scitail-pairs-qa](https://huggingface.co/datasets/allenai/scitail) at [0cc4353](https://huggingface.co/datasets/allenai/scitail/tree/0cc4353235b289165dfde1c7c5d1be983f99ce44)
* Size: 128 evaluation samples
* Columns: <code>sentence2</code> and <code>question</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence2                                                                         | question                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                            |
  | details | <ul><li>min: 7 tokens</li><li>mean: 15.31 tokens</li><li>max: 33 tokens</li></ul> | <ul><li>min: 7 tokens</li><li>mean: 14.91 tokens</li><li>max: 26 tokens</li></ul> |
* Samples:
  | sentence2                                                                                                | question                                                                            |
  |:---------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|
  | <code>It takes earth one week to rotate on its axis seven times.</code>                                  | <code>How long does it take for Earth to rotate on its axis seven times?</code>     |
  | <code>Both hurricanes and tornadoes always have high winds.</code>                                       | <code>Both hurricanes and tornadoes always</code>                                   |
  | <code>Seeds of a pine cone are easily carried by the wind and dispersed because seeds have wings.</code> | <code>Why are seeds of a pine cone easily carried by the wind and dispersed?</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### xsum-pairs

* Dataset: xsum-pairs
* Size: 128 evaluation samples
* Columns: <code>document</code> and <code>summary</code>
* Approximate statistics based on the first 1000 samples:
  |         | document                                                                             | summary                                                                            |
  |:--------|:-------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                               | string                                                                             |
  | details | <ul><li>min: 63 tokens</li><li>mean: 214.16 tokens</li><li>max: 341 tokens</li></ul> | <ul><li>min: 15 tokens</li><li>mean: 25.86 tokens</li><li>max: 43 tokens</li></ul> |
* Samples:
  | document                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | summary                                                                                                                 |
  |:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------|
  | <code>The rescue on Monday afternoon involved a challenging winch down to the casualty by a coastguard helicopter's paramedic.<br>The Inverness Airport-based helicopter could not be brought too close in case its downdraft blew the man and his fellow walkers off the ridge.<br>The walker was taken to hospital for treatment.<br>The alarm was raised at 14:25 on Monday after the man became unwell on Carn Mor Dearg.<br>He was airlifted to Torlundy and from there was taken to hospital by ambulance.<br>Scott Sharman, paramedic winchman, said: "It was an extremely steep ridge and we needed to make sure we kept at a safe distance because the downdraft could very easily have blown them over the ridge."</code>                                                                                                                                                                                                                                                                                                                  | <code>A walker had to be rescued from a 1,000m (3,500ft) ridge near Ben Nevis after he became ill.</code>               |
  | <code>The 23-year-old, who did not make a senior appearances during a year with the Hornets, has signed a two-year deal with the O's.<br>Woods began his career in Cambridge United's youth set-up and subsequently joined Manchester United's academy.<br>He moved to Doncaster Rovers in 2009 and went on to make 82 appearances, before leaving the club last summer.<br>Woods, a former England Under-19 international, will provide competition for fellow new arrival Adam Legzdins.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | <code>League One side Leyton Orient have signed goalkeeper Gary Woods following his departure from Watford.</code>      |
  | <code>The 32-year-old, the number one ranked Test bowler, has been out of action with a groin strain since the first Test against India in early November.<br>But in Cape Town this week he was able to complete two bowling spells at match intensity in the nets, run sprints and do agility tests and fielding drills.<br>The first of the four-match Test series begins in Durban on 26 December.<br>Proteas team manager, Dr Mohammed Moosajee said: "Dale has put a lot of work into his training and rehab since his return from India so we are very happy to have him back from injury.<br>"He was put through a thorough fitness test on Thursday by physiotherapist, Shane Jabaar, he came through the tests without any discomfort and will be available for selection for the first Test match against England."<br>Steyn has taken 402 wickets in 81 Tests at an average of 22.56, including 46 in 11 matches against England.<br>South Africa remain at the top of the Test rankings despite a 3-0 defeat in India this month.</code> | <code>South Africa paceman Dale Steyn will be fit for the Test series with England after passing a fitness test.</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### sciq_pairs

* Dataset: [sciq_pairs](https://huggingface.co/datasets/allenai/sciq) at [2c94ad3](https://huggingface.co/datasets/allenai/sciq/tree/2c94ad3e1aafab77146f384e23536f97a4849815)
* Size: 128 evaluation samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 8 tokens</li><li>mean: 16.72 tokens</li><li>max: 36 tokens</li></ul> | <ul><li>min: 2 tokens</li><li>mean: 73.28 tokens</li><li>max: 332 tokens</li></ul> |
* Samples:
  | sentence1                                                                                                                                                     | sentence2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
  |:--------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>The skull is a part of a vertebrate endoskeleton that encloses and protects what organ?</code>                                                          | <code>part of a vertebrate endoskeleton that encloses and protects the brain; also called the skull.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |
  | <code>The action of sunlight on the skin triggers the body to produce what vitamin?</code>                                                                    | <code>Milk and other dairy foods are not the only sources of calcium. This important nutrient is also found in green leafy vegetables, broccoli, and intact salmon and canned sardines with their soft bones. Nuts, beans, seeds, and shellfish provide calcium in smaller quantities. Except for fatty fish like salmon and tuna, or fortified milk or cereal, vitamin D is not found naturally in many foods. The action of sunlight on the skin triggers the body to produce its own vitamin D (Figure 6.22), but many people, especially those of darker complexion and those living in northern latitudes where the sun’s rays are not as strong, are deficient in vitamin D. In cases of deficiency, a doctor can prescribe a vitamin D supplement.</code> |
  | <code>What phenomenon is essential in order for evolution to occur because it increases genetic variation and the potential for individuals to differ?</code> | <code>Mutations are essential for evolution to occur because they increase genetic variation and the potential for individuals to differ. The majority of mutations are neutral in their effects on the organisms in which they occur. Beneficial mutations may become more common through natural selection. Harmful mutations may cause genetic disorders or cancer.</code>                                                                                                                                                                                                                                                                                                                                                                                    |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### qasc_pairs

* Dataset: [qasc_pairs](https://huggingface.co/datasets/allenai/qasc) at [a34ba20](https://huggingface.co/datasets/allenai/qasc/tree/a34ba204eb9a33b919c10cc08f4f1c8dae5ec070)
* Size: 128 evaluation samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                          |
  |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                             |
  | details | <ul><li>min: 4 tokens</li><li>mean: 11.34 tokens</li><li>max: 25 tokens</li></ul> | <ul><li>min: 18 tokens</li><li>mean: 35.58 tokens</li><li>max: 66 tokens</li></ul> |
* Samples:
  | sentence1                                                                         | sentence2                                                                                                                                                                                                  |
  |:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>What designed for swimming are used for moving faster through water?</code> | <code>webbed feet are used for moving faster through water by aquatic animals. Ducks have webbed feet, designed for swimming.. Feet designed for swimming are used for moving faster through water.</code> |
  | <code>what falls making sunlight available to surrounding plants?</code>          | <code>if a tree falls then sunlight becomes available to the surrounding plants. Oak trees are found throughout.. if an oak falls then sunlight becomes available to surrounding plants</code>             |
  | <code>What is the term used for an individual who is learning ethology?</code>    | <code>Ethologists usually study how animals behave in their natural environment.. Ethology is the study of behavior.. Ethologists learn ethology</code>                                                    |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### openbookqa_pairs

* Dataset: openbookqa_pairs
* Size: 128 evaluation samples
* Columns: <code>question</code> and <code>fact</code>
* Approximate statistics based on the first 1000 samples:
  |         | question                                                                          | fact                                                                              |
  |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                            |
  | details | <ul><li>min: 3 tokens</li><li>mean: 13.98 tokens</li><li>max: 47 tokens</li></ul> | <ul><li>min: 4 tokens</li><li>mean: 11.78 tokens</li><li>max: 28 tokens</li></ul> |
* Samples:
  | question                                                               | fact                                                                         |
  |:-----------------------------------------------------------------------|:-----------------------------------------------------------------------------|
  | <code>The thermal production of a stove is generically used for</code> | <code>a stove generates heat for cooking usually</code>                      |
  | <code>What creates a valley?</code>                                    | <code>a valley is formed by a river flowing</code>                           |
  | <code>when it turns day and night on a planet, what cause this?</code> | <code>a planet rotating causes cycles of day and night on that planet</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### msmarco_pairs

* Dataset: [msmarco_pairs](https://huggingface.co/datasets/sentence-transformers/msmarco-msmarco-distilbert-base-v3) at [28ff31e](https://huggingface.co/datasets/sentence-transformers/msmarco-msmarco-distilbert-base-v3/tree/28ff31e4c97cddd53d298497f766e653f1e666f9)
* Size: 128 evaluation samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                        | sentence2                                                                          |
  |:--------|:---------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                           | string                                                                             |
  | details | <ul><li>min: 4 tokens</li><li>mean: 8.91 tokens</li><li>max: 20 tokens</li></ul> | <ul><li>min: 26 tokens</li><li>mean: 80.7 tokens</li><li>max: 195 tokens</li></ul> |
* Samples:
  | sentence1                                                    | sentence2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |
  |:-------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>when did young american by david bowie come out</code> | <code>Young Americans (song) Young Americans is a single by English singer and songwriter David Bowie, released in 1975. It is included in the album of the same name. The song was a massive breakthrough in the United States, where glam rock had never really become very popular outside the major cities.</code>                                                                                                                                                                                                                         |
  | <code>are investment commissions tax deductible</code>       | <code>You typically pay a commission when you buy, and you pay another commission when you sell. The IRS does not consider investment commissions to be a tax-deductible expense. Instead, the commission becomes part of the investment's cost basis, which still provides you with some tax relief.</code>                                                                                                                                                                                                                                   |
  | <code>does photosynthesis occur in prokaryotes</code>        | <code>Animal cells do not undergo photosynthesis, but in a plant cell, the site of photosynthesis is the chloroplast. Prokaryotes are more primitive-they have no nucleus for a start, and also have no chloroplasts.They are bacterial cells and so do not undergo photosynthesis.ating Newest Oldest. Best Answer: Actually, some procaryotes have photosynthesis. The thing is, as they don't have organelles, it doesn't occur in a differentiated structure, like choroplasts in eucaryotes. It happens along the plasma membrane.</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### nq_pairs

* Dataset: [nq_pairs](https://huggingface.co/datasets/sentence-transformers/natural-questions) at [f9e894e](https://huggingface.co/datasets/sentence-transformers/natural-questions/tree/f9e894e1081e206e577b4eaa9ee6de2b06ae6f17)
* Size: 128 evaluation samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                          | sentence2                                                                            |
  |:--------|:-----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                               |
  | details | <ul><li>min: 10 tokens</li><li>mean: 11.68 tokens</li><li>max: 18 tokens</li></ul> | <ul><li>min: 31 tokens</li><li>mean: 127.79 tokens</li><li>max: 326 tokens</li></ul> |
* Samples:
  | sentence1                                                     | sentence2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |
  |:--------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>who played gimli in the lord of the rings movies</code> | <code>John Rhys-Davies John Rhys-Davies (born 5 May 1944) is a Welsh actor and voice actor known for his portrayal of Gimli in The Lord of the Rings trilogy and the charismatic Arab excavator Sallah in the Indiana Jones films. He also played Agent Michael Malone in the 1993 remake of the 1950s television series The Untouchables, Pilot Vasco Rodrigues in the mini-series Shōgun, Professor Maximillian Arturo in Sliders, King Richard I in Robin of Sherwood, General Leonid Pushkin in the James Bond film The Living Daylights, and Macro in I, Claudius. Additionally, he provided the voices of Cassim in Disney's Aladdin and the King of Thieves, Macbeth in Gargoyles, Man Ray in SpongeBob SquarePants, Hades in Justice League and Tobias in the computer game Freelancer.</code>                                            |
  | <code>why did the red sea get its name</code>                 | <code>Red Sea Red Sea is a direct translation of the Greek Erythra Thalassa (Ερυθρὰ Θάλασσα), Latin Mare Rubrum (alternatively Sinus Arabicus, literally "Arabian Gulf"), Arabic: البحر الأحمر‎, translit. Al-Baḥr Al-Aḥmar (alternatively بحر القلزم Baḥr Al-Qulzum, literally "the Sea of Clysma"), Somali Badda Cas and Tigrinya Qeyyiḥ bāḥrī (ቀይሕ ባሕሪ). The name of the sea may signify the seasonal blooms of the red-coloured Trichodesmium erythraeum near the water's surface.[5] A theory favored by some modern scholars is that the name red is referring to the direction south, just as the Black Sea's name may refer to north. The basis of this theory is that some Asiatic languages used color words to refer to the cardinal directions.[6] Herodotus on one occasion uses Red Sea and Southern Sea interchangeably.[7]</code> |
  | <code>when is the new president of mexico announced</code>    | <code>Mexican general election, 2018 López Obrador won the election on 1 July 2018 with over 50% of the popular vote. In terms of states won, López Obrador won in a landslide, carrying 31 out of 32 of the country's states,[5] the most states won by a candidate since Ernesto Zedillo won every state in the 1994 election.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### trivia_pairs

* Dataset: [trivia_pairs](https://huggingface.co/datasets/sentence-transformers/trivia-qa) at [a7c36e3](https://huggingface.co/datasets/sentence-transformers/trivia-qa/tree/a7c36e3c8c8c01526bc094d79bf80d4c848b0ad0)
* Size: 128 evaluation samples
* Columns: <code>query</code> and <code>answer</code>
* Approximate statistics based on the first 1000 samples:
  |         | query                                                                             | answer                                                                               |
  |:--------|:----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                               |
  | details | <ul><li>min: 8 tokens</li><li>mean: 16.72 tokens</li><li>max: 42 tokens</li></ul> | <ul><li>min: 20 tokens</li><li>mean: 211.76 tokens</li><li>max: 512 tokens</li></ul> |
* Samples:
  | query                                                                                         | answer                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
  |:----------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>Who sang '99 Red Balloons'?</code>                                                      | <code>99 red ballons - Nena - YouTube 99 red ballons - Nena Want to watch this again later? Sign in to add this video to a playlist. Need to report the video? Sign in to report inappropriate content. Rating is available when the video has been rented. This feature is not available right now. Please try again later. Uploaded on Jul 29, 2006 This is the video 99 red ballons (english version) by nena Category</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
  | <code>Who is the patron saint of doctors, surgeons, painters and artists?</code>              | <code>St. Luke Medals St. Luke Medals St. Luke is the Patron Saint of artists, brewers, butchers, doctors, glassworks, painters, physicians and surgeons. Luke is symbolically portrayed as an animal of sacrifice, the ox, because he begins his Gospel with the history of Zachary, the priest offering sacrifice to God, and because throughout his Gospel he accentuates the universal priesthood of Christ. St. Lukeï¿½s Gospel includes six miracles and 18 parables not found elsewhere in the Bible.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
  | <code>Vande Mataram (I praise thee, Mother) is the national song of which BRIC nation?</code> | <code>'Vande Mataram' Real National Anthem: RSS Leader- The New Indian Express 'Vande Mataram' Real National Anthem: RSS Leader By PTI   |   Published: 02nd April 2016 01:09 PM  |   Last Updated: 02nd April 2016 01:09 PM  |   A+A A-   |   0 Share Via Email MUMBAI: Days after RSS chief Mohan Bhagwat's 'Bharat Mata Ki Jai' remarks, a top functionary of the organisation has said that 'Vande Mataram' is the real national anthem as opposed to the 'Constitutionally-mandated' Jana Gana Mana. "Jana Gana Mana is today our national anthem. It has to be respected. There is no reason why it should evoke any other sentiment," RSS General Secretary Bhaiyyaji Joshi said. "But it is the national anthem as decided by the Constitution. If one considers the true meaning, then Vande Mataram is the national anthem," he said yesterday at the Deendayal Upadhyay Research Institute here. "We consider things created due to the Constitution to be national," Joshi said. "When was Jana Gana Mana written? It was written some time back. But the sentiments expressed in Jana Gana Mana have been expressed keeping the state in view," he said. "However, the sentiments expressed in Vande Mataram denote the nation's character and style. This is the difference between the two songs. Both deserve respect," Joshi said. 'Vande Mataram', literally, "I praise thee, Mother", is a poem by Bankim Chandra Chattopadhyay. A hymn to the 'Mother Land', it played a vital role in the Indian independence movement. In 1950, the song's first two verses were given the official status of the "national song", distinct from the national anthem, Jana Gana Mana. O</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### gooaq_pairs

* Dataset: [gooaq_pairs](https://huggingface.co/datasets/sentence-transformers/gooaq) at [b089f72](https://huggingface.co/datasets/sentence-transformers/gooaq/tree/b089f728748a068b7bc5234e5bcf5b25e3c8279c)
* Size: 128 evaluation samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                         | sentence2                                                                           |
  |:--------|:----------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|
  | type    | string                                                                            | string                                                                              |
  | details | <ul><li>min: 8 tokens</li><li>mean: 11.34 tokens</li><li>max: 15 tokens</li></ul> | <ul><li>min: 19 tokens</li><li>mean: 57.08 tokens</li><li>max: 112 tokens</li></ul> |
* Samples:
  | sentence1                                                       | sentence2                                                                                                                                                                                                                                                                                                                               |
  |:----------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>which gases are emitted from vehicles?</code>             | <code>['Particulate matter (PM). One type of particulate matter is the soot seen in vehicle exhaust. ... ', 'Volatile Organic Compounds (VOCs). ... ', 'Nitrogen oxides (NOx). ... ', 'Carbon monoxide (CO). ... ', 'Sulfur dioxide (SO2). ... ', 'Greenhouse gases.']</code>                                                           |
  | <code>how long does it take for someone to not be drunk?</code> | <code>It takes 30 minutes to feel the effects of alcohol. Drinking more than one drink every 30 minutes means you are probably drinking too much, too fast. Slow yourself down, and if you find yourself feeling thirsty before those 30 minutes have passed, try a glass of water first.</code>                                        |
  | <code>is ssdi taxable in ohio?</code>                           | <code>Social Security retirement benefits are fully exempt from state income taxes in Ohio. Any income from retirement accounts (like a 401(k) or an IRA) or pensions is taxed as regular income (but there are credits available). Social security benefits, if taxable on the federal return, are deducted on Ohio schedule A.</code> |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

#### paws-pos

* Dataset: [paws-pos](https://huggingface.co/datasets/google-research-datasets/paws) at [161ece9](https://huggingface.co/datasets/google-research-datasets/paws/tree/161ece9501cf0a11f3e48bd356eaa82de46d6a09)
* Size: 128 evaluation samples
* Columns: <code>sentence1</code> and <code>sentence2</code>
* Approximate statistics based on the first 1000 samples:
  |         | sentence1                                                                          | sentence2                                                                          |
  |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                             |
  | details | <ul><li>min: 10 tokens</li><li>mean: 25.72 tokens</li><li>max: 42 tokens</li></ul> | <ul><li>min: 10 tokens</li><li>mean: 25.55 tokens</li><li>max: 41 tokens</li></ul> |
* Samples:
  | sentence1                                                                                                                                                      | sentence2                                                                                                                                                      |
  |:---------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>They were there to enjoy us and they were there to pray for us .</code>                                                                                  | <code>They were there for us to enjoy and they were there for us to pray .</code>                                                                              |
  | <code>After the end of the war in June 1902 , Higgins left Southampton in the `` SSBavarian '' in August , returning to Cape Town the following month .</code> | <code>In August , after the end of the war in June 1902 , Higgins Southampton left the `` SSBavarian '' and returned to Cape Town the following month .</code> |
  | <code>From the merger of the Four Rivers Council and the Audubon Council , the Shawnee Trails Council was born .</code>                                        | <code>Shawnee Trails Council was formed from the merger of the Four Rivers Council and the Audubon Council .</code>                                            |
* Loss: [<code>CachedGISTEmbedLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cachedgistembedloss) with these parameters:
  ```json
  {'guide': SentenceTransformer(
    (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
    (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
    (2): Normalize()
  ), 'temperature': 0.05}
  ```

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

- `eval_strategy`: steps
- `per_device_train_batch_size`: 640
- `per_device_eval_batch_size`: 64
- `learning_rate`: 3.5e-05
- `weight_decay`: 5e-05
- `num_train_epochs`: 2
- `lr_scheduler_type`: cosine_with_min_lr
- `lr_scheduler_kwargs`: {'num_cycles': 0.5, 'min_lr': 6.999999999999999e-06}
- `warmup_ratio`: 0.2
- `save_safetensors`: False
- `fp16`: True
- `push_to_hub`: True
- `hub_model_id`: bobox/DeBERTa-small-ST-v1-test-step3-checkpoints-tmp
- `hub_strategy`: all_checkpoints
- `batch_sampler`: no_duplicates

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

- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: steps
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 640
- `per_device_eval_batch_size`: 64
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 1
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 3.5e-05
- `weight_decay`: 5e-05
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1.0
- `num_train_epochs`: 2
- `max_steps`: -1
- `lr_scheduler_type`: cosine_with_min_lr
- `lr_scheduler_kwargs`: {'num_cycles': 0.5, 'min_lr': 6.999999999999999e-06}
- `warmup_ratio`: 0.2
- `warmup_steps`: 0
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `save_safetensors`: False
- `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`: False
- `fp16`: True
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: None
- `local_rank`: 0
- `ddp_backend`: None
- `tpu_num_cores`: None
- `tpu_metrics_debug`: False
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `past_index`: -1
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: False
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch
- `optim_args`: None
- `adafactor`: False
- `group_by_length`: False
- `length_column_name`: length
- `ddp_find_unused_parameters`: None
- `ddp_bucket_cap_mb`: None
- `ddp_broadcast_buffers`: False
- `dataloader_pin_memory`: True
- `dataloader_persistent_workers`: False
- `skip_memory_metrics`: True
- `use_legacy_prediction_loop`: False
- `push_to_hub`: True
- `resume_from_checkpoint`: None
- `hub_model_id`: bobox/DeBERTa-small-ST-v1-test-step3-checkpoints-tmp
- `hub_strategy`: all_checkpoints
- `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
- `eval_on_start`: False
- `eval_use_gather_object`: False
- `batch_sampler`: no_duplicates
- `multi_dataset_batch_sampler`: proportional

</details>

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

| Epoch  | Step | Training Loss | paws-pos loss | trivia pairs loss | scitail-pairs-pos loss | scitail-pairs-qa loss | qasc pairs loss | sciq pairs loss | openbookqa pairs loss | msmarco pairs loss | nq pairs loss | vitaminc-pairs loss | xsum-pairs loss | gooaq pairs loss | negation-triplets loss | VitaminC_max_ap | sts-test_spearman_cosine |
|:------:|:----:|:-------------:|:-------------:|:-----------------:|:----------------------:|:---------------------:|:---------------:|:---------------:|:---------------------:|:------------------:|:-------------:|:-------------------:|:---------------:|:----------------:|:----------------------:|:---------------:|:------------------------:|
| 0.0022 | 1    | 0.8103        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0045 | 2    | 0.8803        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0067 | 3    | 0.8219        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0090 | 4    | 0.0574        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0112 | 5    | 0.3044        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0135 | 6    | 0.3306        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0157 | 7    | 0.759         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0180 | 8    | 0.0472        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0202 | 9    | 0.7782        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0225 | 10   | 0.0757        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0247 | 11   | 0.7778        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0270 | 12   | 0.7111        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0292 | 13   | 0.6598        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0315 | 14   | 0.8901        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0337 | 15   | 0.3206        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0360 | 16   | 0.3408        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0382 | 17   | 0.5623        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0404 | 18   | 0.0758        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0427 | 19   | 0.994         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0449 | 20   | 2.4196        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0472 | 21   | 0.0561        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0494 | 22   | 0.0827        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0517 | 23   | 0.7405        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0539 | 24   | 0.9656        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0562 | 25   | 0.7855        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0584 | 26   | 0.6349        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0607 | 27   | 0.8087        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0629 | 28   | 0.9282        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0652 | 29   | 0.3377        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0674 | 30   | 0.3289        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0697 | 31   | 0.6314        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0719 | 32   | 0.0611        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0742 | 33   | 0.8942        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0764 | 34   | 0.0701        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0787 | 35   | 0.8506        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0809 | 36   | 0.3386        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0831 | 37   | 0.0701        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0854 | 38   | 0.8042        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0876 | 39   | 0.8744        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0899 | 40   | 0.8644        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0921 | 41   | 0.8647        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0944 | 42   | 0.7916        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0966 | 43   | 0.8599        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.0989 | 44   | 0.0523        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1011 | 45   | 0.6968        | 0.0245        | 0.5306            | 0.0737                 | 0.0016                | 0.0908          | 0.0154          | 0.6755                | 0.1599             | 0.0959        | 1.7274              | 0.0382          | 0.2968           | 0.9175                 | 0.5544          | 0.9038                   |
| 0.1034 | 46   | 0.3376        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1056 | 47   | 0.5174        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1079 | 48   | 0.8162        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1101 | 49   | 0.3545        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1124 | 50   | 0.315         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1146 | 51   | 0.0627        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1169 | 52   | 0.8851        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1191 | 53   | 0.8382        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1213 | 54   | 0.733         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1236 | 55   | 0.7173        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1258 | 56   | 0.7659        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1281 | 57   | 0.793         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1303 | 58   | 0.5426        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1326 | 59   | 0.7641        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1348 | 60   | 0.0657        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1371 | 61   | 0.7836        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1393 | 62   | 0.9306        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1416 | 63   | 0.8673        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1438 | 64   | 0.9296        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1461 | 65   | 0.8211        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1483 | 66   | 0.7685        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1506 | 67   | 0.7139        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1528 | 68   | 0.8241        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1551 | 69   | 0.6256        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1573 | 70   | 0.8842        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1596 | 71   | 0.804         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1618 | 72   | 0.0989        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1640 | 73   | 0.332         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1663 | 74   | 0.5736        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1685 | 75   | 0.8285        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1708 | 76   | 0.9561        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1730 | 77   | 0.0633        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1753 | 78   | 0.0848        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1775 | 79   | 0.8325        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1798 | 80   | 1.0011        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1820 | 81   | 0.8697        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1843 | 82   | 0.8344        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1865 | 83   | 0.9967        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1888 | 84   | 0.4638        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1910 | 85   | 0.8994        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1933 | 86   | 0.7789        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1955 | 87   | 0.0555        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.1978 | 88   | 0.3778        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2    | 89   | 0.708         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2022 | 90   | 0.0689        | 0.0245        | 0.5192            | 0.0654                 | 0.0016                | 0.0911          | 0.0158          | 0.7133                | 0.1517             | 0.0965        | 1.6142              | 0.0399          | 0.3071           | 0.9220                 | 0.5542          | 0.9046                   |
| 0.2045 | 91   | 2.3489        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2067 | 92   | 0.741         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2090 | 93   | 0.7729        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2112 | 94   | 0.0631        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2135 | 95   | 0.9342        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2157 | 96   | 0.8581        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2180 | 97   | 0.5198        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2202 | 98   | 0.846         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2225 | 99   | 0.6581        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2247 | 100  | 0.3579        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2270 | 101  | 0.908         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2292 | 102  | 0.0664        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2315 | 103  | 0.5411        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2337 | 104  | 0.9163        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2360 | 105  | 0.7975        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2382 | 106  | 0.37          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2404 | 107  | 0.8495        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2427 | 108  | 0.8073        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2449 | 109  | 0.7563        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2472 | 110  | 0.6585        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2494 | 111  | 0.3246        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2517 | 112  | 0.9718        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2539 | 113  | 0.8584        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2562 | 114  | 0.3385        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2584 | 115  | 0.323         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2607 | 116  | 0.3359        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2629 | 117  | 0.6955        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2652 | 118  | 0.0539        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2674 | 119  | 0.0507        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2697 | 120  | 0.314         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2719 | 121  | 1.0339        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2742 | 122  | 0.3158        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2764 | 123  | 0.7809        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2787 | 124  | 0.9516        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2809 | 125  | 0.3117        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2831 | 126  | 0.8366        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2854 | 127  | 0.8033        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2876 | 128  | 0.7253        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2899 | 129  | 0.8345        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2921 | 130  | 0.7532        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2944 | 131  | 0.8247        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2966 | 132  | 0.5175        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.2989 | 133  | 0.7813        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3011 | 134  | 0.6582        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3034 | 135  | 0.3484        | 0.0242        | 0.5458            | 0.0738                 | 0.0015                | 0.0924          | 0.0162          | 0.6892                | 0.1677             | 0.0974        | 1.5520              | 0.0366          | 0.3082           | 0.9212                 | 0.5518          | 0.9050                   |
| 0.3056 | 136  | 0.7648        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3079 | 137  | 0.7554        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3101 | 138  | 0.0753        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3124 | 139  | 0.4987        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3146 | 140  | 0.8543        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3169 | 141  | 0.9425        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3191 | 142  | 0.0472        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3213 | 143  | 0.848         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3236 | 144  | 0.8946        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3258 | 145  | 0.7841        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3281 | 146  | 0.6653        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3303 | 147  | 0.3522        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3326 | 148  | 0.4853        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3348 | 149  | 0.4726        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3371 | 150  | 0.8693        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3393 | 151  | 0.8124        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3416 | 152  | 0.8206        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3438 | 153  | 0.9406        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3461 | 154  | 0.7944        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3483 | 155  | 0.0766        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3506 | 156  | 0.8609        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3528 | 157  | 1.0533        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3551 | 158  | 0.8396        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3573 | 159  | 0.7865        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3596 | 160  | 2.4616        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3618 | 161  | 0.0556        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3640 | 162  | 0.3758        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3663 | 163  | 0.9312        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3685 | 164  | 0.7993        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3708 | 165  | 0.8104        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3730 | 166  | 0.8199        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3753 | 167  | 1.0724        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3775 | 168  | 0.3521        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3798 | 169  | 0.8536        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3820 | 170  | 0.872         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3843 | 171  | 0.8009        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3865 | 172  | 0.7798        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3888 | 173  | 0.5953        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3910 | 174  | 0.7562        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3933 | 175  | 0.7227        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3955 | 176  | 0.8953        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.3978 | 177  | 0.7102        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4    | 178  | 0.0667        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4022 | 179  | 0.0528        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4045 | 180  | 0.7312        | 0.0241        | 0.5359            | 0.0916                 | 0.0013                | 0.0949          | 0.0173          | 0.7253                | 0.1738             | 0.1032        | 1.5216              | 0.0496          | 0.3070           | 0.9813                 | 0.5583          | 0.9055                   |
| 0.4067 | 181  | 0.7809        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4090 | 182  | 0.8333        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4112 | 183  | 0.9283        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4135 | 184  | 0.7011        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4157 | 185  | 0.8413        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4180 | 186  | 1.1679        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4202 | 187  | 0.8701        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4225 | 188  | 0.8139        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4247 | 189  | 0.664         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4270 | 190  | 0.3835        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4292 | 191  | 0.8516        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4315 | 192  | 0.5479        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4337 | 193  | 0.8642        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4360 | 194  | 0.3121        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4382 | 195  | 0.6932        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4404 | 196  | 0.0647        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4427 | 197  | 0.8173        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4449 | 198  | 0.3122        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4472 | 199  | 0.7852        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4494 | 200  | 0.811         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4517 | 201  | 0.7564        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4539 | 202  | 0.0541        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4562 | 203  | 0.9085        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4584 | 204  | 0.8416        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4607 | 205  | 0.0569        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4629 | 206  | 0.7998        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4652 | 207  | 0.7218        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4674 | 208  | 0.9292        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4697 | 209  | 0.8279        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4719 | 210  | 0.8452        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4742 | 211  | 1.1099        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4764 | 212  | 0.9436        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4787 | 213  | 0.8389        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4809 | 214  | 0.3297        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4831 | 215  | 0.8098        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4854 | 216  | 0.0386        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4876 | 217  | 0.7752        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4899 | 218  | 0.8071        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4921 | 219  | 2.571         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4944 | 220  | 0.5912        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4966 | 221  | 0.3792        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.4989 | 222  | 0.7456        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5011 | 223  | 0.7207        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5034 | 224  | 0.3254        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5056 | 225  | 0.0461        | 0.0236        | 0.5324            | 0.0761                 | 0.0012                | 0.0921          | 0.0165          | 0.7430                | 0.1787             | 0.0980        | 1.4897              | 0.0276          | 0.2668           | 0.9457                 | 0.5573          | 0.9051                   |
| 0.5079 | 226  | 0.347         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5101 | 227  | 0.0417        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5124 | 228  | 0.7783        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5146 | 229  | 0.9027        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5169 | 230  | 0.7166        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5191 | 231  | 0.705         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5213 | 232  | 0.8425        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5236 | 233  | 0.5362        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5258 | 234  | 0.7869        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5281 | 235  | 0.88          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5303 | 236  | 0.8077        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5326 | 237  | 0.8145        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5348 | 238  | 0.78          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5371 | 239  | 0.0536        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5393 | 240  | 0.7975        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5416 | 241  | 0.8932        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5438 | 242  | 0.3386        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5461 | 243  | 0.7741        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5483 | 244  | 0.7439        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5506 | 245  | 0.7999        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5528 | 246  | 0.8542        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5551 | 247  | 0.6992        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5573 | 248  | 0.8579        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5596 | 249  | 1.0221        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5618 | 250  | 0.699         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5640 | 251  | 0.8523        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5663 | 252  | 1.0307        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5685 | 253  | 0.846         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5708 | 254  | 0.8361        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5730 | 255  | 0.8224        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5753 | 256  | 0.5301        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5775 | 257  | 0.3795        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5798 | 258  | 0.5434        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5820 | 259  | 0.847         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5843 | 260  | 0.7323        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5865 | 261  | 0.6606        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5888 | 262  | 0.0543        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5910 | 263  | 0.6709        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5933 | 264  | 0.809         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5955 | 265  | 1.0391        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.5978 | 266  | 0.7396        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6    | 267  | 0.7839        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6022 | 268  | 0.3054        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6045 | 269  | 0.5258        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6067 | 270  | 0.7367        | 0.0244        | 0.4969            | 0.0964                 | 0.0009                | 0.0913          | 0.0162          | 0.7336                | 0.1587             | 0.1078        | 1.4936              | 0.0269          | 0.3026           | 0.9505                 | 0.5506          | 0.9085                   |
| 0.6090 | 271  | 0.747         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6112 | 272  | 0.7855        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6135 | 273  | 0.0473        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6157 | 274  | 0.4378        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6180 | 275  | 0.8767        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6202 | 276  | 1.0345        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6225 | 277  | 0.5182        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6247 | 278  | 2.5949        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6270 | 279  | 0.833         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6292 | 280  | 0.0778        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6315 | 281  | 0.8048        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6337 | 282  | 0.7524        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6360 | 283  | 0.3246        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6382 | 284  | 0.0728        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6404 | 285  | 2.3619        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6427 | 286  | 0.7464        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6449 | 287  | 0.6691        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6472 | 288  | 0.059         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6494 | 289  | 0.7841        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6517 | 290  | 0.647         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6539 | 291  | 0.8814        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6562 | 292  | 0.7247        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6584 | 293  | 0.059         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6607 | 294  | 0.8317        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6629 | 295  | 0.8548        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6652 | 296  | 0.9213        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6674 | 297  | 0.6923        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6697 | 298  | 0.7777        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6719 | 299  | 0.7496        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6742 | 300  | 0.7636        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6764 | 301  | 0.6867        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6787 | 302  | 0.0506        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6809 | 303  | 0.3346        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6831 | 304  | 0.2485        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6854 | 305  | 0.8508        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6876 | 306  | 0.8464        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6899 | 307  | 0.3385        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6921 | 308  | 0.8837        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6944 | 309  | 0.9019        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6966 | 310  | 0.6922        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.6989 | 311  | 0.6348        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7011 | 312  | 0.7522        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7034 | 313  | 0.7843        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7056 | 314  | 0.0493        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7079 | 315  | 0.357         | 0.0240        | 0.5302            | 0.0995                 | 0.0010                | 0.0917          | 0.0152          | 0.6922                | 0.1518             | 0.1014        | 1.4885              | 0.0278          | 0.2842           | 0.9598                 | 0.5576          | 0.9068                   |
| 0.7101 | 316  | 0.841         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7124 | 317  | 0.5849        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7146 | 318  | 0.6818        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7169 | 319  | 0.8269        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7191 | 320  | 0.6979        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7213 | 321  | 0.3218        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7236 | 322  | 0.8206        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7258 | 323  | 0.2106        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7281 | 324  | 1.0524        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7303 | 325  | 0.3774        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7326 | 326  | 0.9098        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7348 | 327  | 0.7988        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7371 | 328  | 0.7916        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7393 | 329  | 0.6314        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7416 | 330  | 0.8628        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7438 | 331  | 0.0688        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7461 | 332  | 0.7386        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7483 | 333  | 0.8458        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7506 | 334  | 0.0442        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7528 | 335  | 0.317         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7551 | 336  | 0.8087        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7573 | 337  | 0.3398        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7596 | 338  | 0.699         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7618 | 339  | 0.7901        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7640 | 340  | 0.8072        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7663 | 341  | 0.5939        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7685 | 342  | 0.6933        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7708 | 343  | 0.0437        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7730 | 344  | 0.9882        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7753 | 345  | 0.3707        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7775 | 346  | 0.7103        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7798 | 347  | 0.0372        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7820 | 348  | 0.028         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7843 | 349  | 0.7676        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7865 | 350  | 0.6754        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7888 | 351  | 0.0439        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7910 | 352  | 0.8039        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7933 | 353  | 0.0104        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7955 | 354  | 0.0555        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.7978 | 355  | 0.8646        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8    | 356  | 0.7781        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8022 | 357  | 0.011         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8045 | 358  | 0.3267        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8067 | 359  | 2.5281        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8090 | 360  | 0.301         | 0.0243        | 0.5313            | 0.1073                 | 0.0006                | 0.1025          | 0.0160          | 0.6711                | 0.1452             | 0.1023        | 1.4291              | 0.0260          | 0.2771           | 0.9031                 | 0.5599          | 0.9054                   |
| 0.8112 | 361  | 0.7533        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8135 | 362  | 0.2958        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8157 | 363  | 0.8296        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8180 | 364  | 0.3191        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8202 | 365  | 0.7866        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8225 | 366  | 0.3157        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8247 | 367  | 0.7402        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8270 | 368  | 0.4957        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8292 | 369  | 0.8505        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8315 | 370  | 0.7702        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8337 | 371  | 0.7591        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8360 | 372  | 0.727         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8382 | 373  | 0.3233        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8404 | 374  | 0.8738        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8427 | 375  | 0.0393        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8449 | 376  | 0.7454        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8472 | 377  | 0.8297        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8494 | 378  | 0.7802        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8517 | 379  | 0.6229        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8539 | 380  | 0.0           | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8562 | 381  | 0.3506        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8584 | 382  | 0.041         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8607 | 383  | 0.725         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8629 | 384  | 0.257         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8652 | 385  | 0.7912        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8674 | 386  | 0.8915        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8697 | 387  | 0.779         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8719 | 388  | 0.7828        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8742 | 389  | 0.7462        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8764 | 390  | 0.7913        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8787 | 391  | 0.3209        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8809 | 392  | 0.5932        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8831 | 393  | 0.0613        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8854 | 394  | 0.8802        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8876 | 395  | 0.6116        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8899 | 396  | 0.0537        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8921 | 397  | 0.3006        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8944 | 398  | 0.7636        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8966 | 399  | 0.612         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.8989 | 400  | 0.54          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9011 | 401  | 0.2761        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9034 | 402  | 1.2668        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9056 | 403  | 0.8066        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9079 | 404  | 0.0094        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9101 | 405  | 0.673         | 0.0242        | 0.4919            | 0.1050                 | 0.0008                | 0.0942          | 0.0152          | 0.7152                | 0.1418             | 0.1087        | 1.4849              | 0.0285          | 0.2616           | 0.9024                 | 0.5543          | 0.9052                   |
| 0.9124 | 406  | 0.5189        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9146 | 407  | 0.649         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9169 | 408  | 0.2982        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9191 | 409  | 0.7511        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9213 | 410  | 0.5164        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9236 | 411  | 0.5924        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9258 | 412  | 0.8191        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9281 | 413  | 0.2311        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9303 | 414  | 0.7421        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9326 | 415  | 0.2936        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9348 | 416  | 0.737         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9371 | 417  | 0.6539        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9393 | 418  | 0.6855        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9416 | 419  | 0.8134        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9438 | 420  | 0.6885        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9461 | 421  | 0.5581        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9483 | 422  | 0.8029        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9506 | 423  | 0.8126        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9528 | 424  | 0.8425        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9551 | 425  | 0.049         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9573 | 426  | 0.7849        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9596 | 427  | 0.068         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9618 | 428  | 0.2925        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9640 | 429  | 0.777         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9663 | 430  | 0.7397        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9685 | 431  | 0.0007        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9708 | 432  | 0.8535        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9730 | 433  | 0.7026        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9753 | 434  | 0.7557        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9775 | 435  | 0.7225        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9798 | 436  | 0.0           | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9820 | 437  | 0.4131        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9843 | 438  | 0.2824        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9865 | 439  | 0.3144        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9888 | 440  | 0.0509        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9910 | 441  | 0.7645        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9933 | 442  | 0.2787        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9955 | 443  | 0.64          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 0.9978 | 444  | 0.4045        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0    | 445  | 0.7661        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0022 | 446  | 0.7335        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0045 | 447  | 0.7835        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0067 | 448  | 0.7674        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0090 | 449  | 0.0489        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0112 | 450  | 0.3104        | 0.0251        | 0.4878            | 0.0699                 | 0.0008                | 0.0959          | 0.0178          | 0.7217                | 0.1512             | 0.1032        | 1.4285              | 0.0287          | 0.2688           | 0.8765                 | 0.5541          | 0.9043                   |
| 1.0135 | 451  | 0.2977        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0157 | 452  | 0.7256        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0180 | 453  | 0.0327        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0202 | 454  | 0.7372        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0225 | 455  | 0.0518        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0247 | 456  | 0.7668        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0270 | 457  | 0.6634        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0292 | 458  | 0.6022        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0315 | 459  | 0.7255        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0337 | 460  | 0.2823        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0360 | 461  | 0.2614        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0382 | 462  | 0.5231        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0404 | 463  | 0.0424        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0427 | 464  | 0.9838        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0449 | 465  | 2.4683        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0472 | 466  | 0.0497        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0494 | 467  | 0.0766        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0517 | 468  | 0.7333        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0539 | 469  | 0.7881        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0562 | 470  | 0.7611        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0584 | 471  | 0.6023        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0607 | 472  | 0.7884        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0629 | 473  | 0.8465        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0652 | 474  | 0.2752        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0674 | 475  | 0.2648        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0697 | 476  | 0.5548        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0719 | 477  | 0.0554        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0742 | 478  | 0.8244        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0764 | 479  | 0.0369        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0787 | 480  | 0.747         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0809 | 481  | 0.2507        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0831 | 482  | 0.0304        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0854 | 483  | 0.7735        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0876 | 484  | 0.7526        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0899 | 485  | 0.7959        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0921 | 486  | 0.7405        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0944 | 487  | 0.7041        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0966 | 488  | 0.6991        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.0989 | 489  | 0.0462        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1011 | 490  | 0.5835        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1034 | 491  | 0.2632        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1056 | 492  | 0.4681        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1079 | 493  | 0.7271        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1101 | 494  | 0.2582        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1124 | 495  | 0.2251        | 0.0239        | 0.5306            | 0.0761                 | 0.0005                | 0.1029          | 0.0153          | 0.6792                | 0.1548             | 0.0933        | 1.3855              | 0.0206          | 0.2823           | 0.8651                 | 0.5517          | 0.9052                   |
| 1.1146 | 496  | 0.0385        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1169 | 497  | 0.7277        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1191 | 498  | 0.705         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1213 | 499  | 0.6059        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1236 | 500  | 0.6156        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1258 | 501  | 0.6809        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1281 | 502  | 0.7104        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1303 | 503  | 0.4397        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1326 | 504  | 0.6952        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1348 | 505  | 0.0557        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1371 | 506  | 0.6711        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1393 | 507  | 0.7173        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1416 | 508  | 0.7037        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1438 | 509  | 0.8578        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1461 | 510  | 0.6712        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1483 | 511  | 0.7472        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1506 | 512  | 0.5911        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1528 | 513  | 0.6827        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1551 | 514  | 0.5034        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1573 | 515  | 0.8367        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1596 | 516  | 0.6596        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1618 | 517  | 0.0859        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1640 | 518  | 0.2797        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1663 | 519  | 0.5181        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1685 | 520  | 0.6837        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1708 | 521  | 0.7238        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1730 | 522  | 0.0318        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1753 | 523  | 0.0694        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1775 | 524  | 0.7472        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1798 | 525  | 0.8912        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1820 | 526  | 0.7744        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1843 | 527  | 0.6869        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1865 | 528  | 0.8497        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1888 | 529  | 0.4281        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1910 | 530  | 0.7605        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1933 | 531  | 0.6354        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1955 | 532  | 0.0518        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.1978 | 533  | 0.2602        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2    | 534  | 0.5082        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2022 | 535  | 0.0603        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2045 | 536  | 2.3371        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2067 | 537  | 0.6513        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2090 | 538  | 0.6053        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2112 | 539  | 0.0544        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2135 | 540  | 0.7219        | 0.0242        | 0.5325            | 0.0872                 | 0.0007                | 0.0975          | 0.0165          | 0.6885                | 0.1340             | 0.0944        | 1.3777              | 0.0253          | 0.2804           | 0.8755                 | 0.5533          | 0.9066                   |
| 1.2157 | 541  | 0.6862        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2180 | 542  | 0.4639        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2202 | 543  | 0.6663        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2225 | 544  | 0.5047        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2247 | 545  | 0.2306        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2270 | 546  | 0.7147        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2292 | 547  | 0.0344        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2315 | 548  | 0.4429        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2337 | 549  | 0.6966        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2360 | 550  | 0.6926        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2382 | 551  | 0.261         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2404 | 552  | 0.6558        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2427 | 553  | 0.6285        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2449 | 554  | 0.6471        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2472 | 555  | 0.4989        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2494 | 556  | 0.195         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2517 | 557  | 0.8431        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2539 | 558  | 0.642         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2562 | 559  | 0.2251        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2584 | 560  | 0.2057        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2607 | 561  | 0.2198        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2629 | 562  | 0.4856        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2652 | 563  | 0.0273        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2674 | 564  | 0.0302        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2697 | 565  | 0.1863        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2719 | 566  | 0.8053        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2742 | 567  | 0.1935        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2764 | 568  | 0.5837        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2787 | 569  | 0.7606        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2809 | 570  | 0.1904        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2831 | 571  | 0.6585        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2854 | 572  | 0.7043        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2876 | 573  | 0.6083        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2899 | 574  | 0.6523        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2921 | 575  | 0.553         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2944 | 576  | 0.6234        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2966 | 577  | 0.4428        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.2989 | 578  | 0.5433        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3011 | 579  | 0.4937        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3034 | 580  | 0.2222        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3056 | 581  | 0.5672        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3079 | 582  | 0.6562        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3101 | 583  | 0.056         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3124 | 584  | 0.4015        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3146 | 585  | 0.6675        | 0.0242        | 0.4988            | 0.0997                 | 0.0007                | 0.0983          | 0.0161          | 0.7107                | 0.1444             | 0.0869        | 1.3895              | 0.0208          | 0.2780           | 0.9073                 | 0.5507          | 0.9080                   |
| 1.3169 | 586  | 0.7298        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3191 | 587  | 0.0372        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3213 | 588  | 0.7247        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3236 | 589  | 0.6839        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3258 | 590  | 0.6848        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3281 | 591  | 0.4449        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3303 | 592  | 0.2104        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3326 | 593  | 0.391         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3348 | 594  | 0.3641        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3371 | 595  | 0.6953        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3393 | 596  | 0.6382        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3416 | 597  | 0.6245        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3438 | 598  | 0.6775        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3461 | 599  | 0.5727        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3483 | 600  | 0.0567        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3506 | 601  | 0.6258        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3528 | 602  | 0.8138        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3551 | 603  | 0.6099        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3573 | 604  | 0.6801        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3596 | 605  | 2.2003        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3618 | 606  | 0.052         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3640 | 607  | 0.2175        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3663 | 608  | 0.7671        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3685 | 609  | 0.5524        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3708 | 610  | 0.5868        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3730 | 611  | 0.6628        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3753 | 612  | 0.8106        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3775 | 613  | 0.2           | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3798 | 614  | 0.57          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3820 | 615  | 0.6329        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3843 | 616  | 0.5616        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3865 | 617  | 0.6678        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3888 | 618  | 0.454         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3910 | 619  | 0.5198        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3933 | 620  | 0.5259        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3955 | 621  | 0.714         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.3978 | 622  | 0.4943        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4    | 623  | 0.0324        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4022 | 624  | 0.0305        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4045 | 625  | 0.5194        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4067 | 626  | 0.5412        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4090 | 627  | 0.5688        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4112 | 628  | 0.7636        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4135 | 629  | 0.478         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4157 | 630  | 0.5674        | 0.0240        | 0.4915            | 0.1026                 | 0.0006                | 0.0886          | 0.0171          | 0.7429                | 0.1468             | 0.0846        | 1.4192              | 0.0243          | 0.2606           | 0.9350                 | 0.5566          | 0.9058                   |
| 1.4180 | 631  | 0.9232        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4202 | 632  | 0.613         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4225 | 633  | 0.5689        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4247 | 634  | 0.4126        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4270 | 635  | 0.2148        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4292 | 636  | 0.7029        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4315 | 637  | 0.3989        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4337 | 638  | 0.6291        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4360 | 639  | 0.158         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4382 | 640  | 0.4833        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4404 | 641  | 0.0561        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4427 | 642  | 0.6613        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4449 | 643  | 0.1917        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4472 | 644  | 0.5755        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4494 | 645  | 0.5609        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4517 | 646  | 0.5407        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4539 | 647  | 0.0455        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4562 | 648  | 0.6599        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4584 | 649  | 0.6952        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4607 | 650  | 0.0329        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4629 | 651  | 0.6939        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4652 | 652  | 0.4664        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4674 | 653  | 0.6686        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4697 | 654  | 0.6167        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4719 | 655  | 0.6612        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4742 | 656  | 0.8139        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4764 | 657  | 0.6813        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4787 | 658  | 0.6031        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4809 | 659  | 0.1783        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4831 | 660  | 0.6536        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4854 | 661  | 0.0318        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4876 | 662  | 0.6372        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4899 | 663  | 0.5695        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4921 | 664  | 2.3259        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4944 | 665  | 0.4342        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4966 | 666  | 0.2176        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.4989 | 667  | 0.5419        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5011 | 668  | 0.4976        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5034 | 669  | 0.1964        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5056 | 670  | 0.0311        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5079 | 671  | 0.1832        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5101 | 672  | 0.0345        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5124 | 673  | 0.5376        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5146 | 674  | 0.6316        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5169 | 675  | 0.5025        | 0.0239        | 0.5190            | 0.0944                 | 0.0006                | 0.0907          | 0.0164          | 0.7405                | 0.1450             | 0.0895        | 1.3485              | 0.0209          | 0.2531           | 0.9070                 | 0.5589          | 0.9067                   |
| 1.5191 | 676  | 0.509         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5213 | 677  | 0.6078        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5236 | 678  | 0.3961        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5258 | 679  | 0.5699        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5281 | 680  | 0.6305        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5303 | 681  | 0.5886        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5326 | 682  | 0.6432        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5348 | 683  | 0.614         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5371 | 684  | 0.0432        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5393 | 685  | 0.633         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5416 | 686  | 0.6228        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5438 | 687  | 0.2105        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5461 | 688  | 0.5429        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5483 | 689  | 0.5361        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5506 | 690  | 0.5567        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5528 | 691  | 0.6131        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5551 | 692  | 0.5111        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5573 | 693  | 0.6216        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5596 | 694  | 0.7615        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5618 | 695  | 0.51          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5640 | 696  | 0.6989        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5663 | 697  | 0.8145        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5685 | 698  | 0.5928        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5708 | 699  | 0.6046        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5730 | 700  | 0.6483        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5753 | 701  | 0.3976        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5775 | 702  | 0.2033        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5798 | 703  | 0.4127        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5820 | 704  | 0.6008        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5843 | 705  | 0.5346        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5865 | 706  | 0.4183        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5888 | 707  | 0.0245        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5910 | 708  | 0.4834        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5933 | 709  | 0.5815        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5955 | 710  | 0.7791        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.5978 | 711  | 0.4835        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6    | 712  | 0.5797        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6022 | 713  | 0.1891        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6045 | 714  | 0.3955        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6067 | 715  | 0.497         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6090 | 716  | 0.6271        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6112 | 717  | 0.5571        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6135 | 718  | 0.0405        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6157 | 719  | 0.2968        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6180 | 720  | 0.7262        | 0.0241        | 0.4987            | 0.1010                 | 0.0007                | 0.0932          | 0.0165          | 0.7172                | 0.1424             | 0.0960        | 1.3777              | 0.0198          | 0.2702           | 0.9084                 | 0.5552          | 0.9091                   |
| 1.6202 | 721  | 0.7611        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6225 | 722  | 0.3926        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6247 | 723  | 2.3127        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6270 | 724  | 0.7026        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6292 | 725  | 0.0685        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6315 | 726  | 0.6031        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6337 | 727  | 0.579         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6360 | 728  | 0.1705        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6382 | 729  | 0.0591        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6404 | 730  | 2.1115        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6427 | 731  | 0.4871        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6449 | 732  | 0.4263        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6472 | 733  | 0.0484        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6494 | 734  | 0.5249        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6517 | 735  | 0.3998        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6539 | 736  | 0.7226        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6562 | 737  | 0.4494        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6584 | 738  | 0.0537        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6607 | 739  | 0.7129        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6629 | 740  | 0.6079        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6652 | 741  | 0.6688        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6674 | 742  | 0.567         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6697 | 743  | 0.5196        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6719 | 744  | 0.5081        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6742 | 745  | 0.5413        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6764 | 746  | 0.4741        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6787 | 747  | 0.0289        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6809 | 748  | 0.1956        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6831 | 749  | 0.1967        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6854 | 750  | 0.6488        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6876 | 751  | 0.7052        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6899 | 752  | 0.1807        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6921 | 753  | 0.6238        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6944 | 754  | 0.6328        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6966 | 755  | 0.4677        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.6989 | 756  | 0.44          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7011 | 757  | 0.5382        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7034 | 758  | 0.6094        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7056 | 759  | 0.0262        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7079 | 760  | 0.1995        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7101 | 761  | 0.6595        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7124 | 762  | 0.4056        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7146 | 763  | 0.4836        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7169 | 764  | 0.5474        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7191 | 765  | 0.6019        | 0.0240        | 0.5037            | 0.1004                 | 0.0006                | 0.0951          | 0.0160          | 0.7151                | 0.1363             | 0.0948        | 1.4008              | 0.0213          | 0.2534           | 0.9053                 | 0.5581          | 0.9094                   |
| 1.7213 | 766  | 0.1824        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7236 | 767  | 0.6398        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7258 | 768  | 0.1518        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7281 | 769  | 0.7804        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7303 | 770  | 0.2294        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7326 | 771  | 0.719         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7348 | 772  | 0.61          | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7371 | 773  | 0.5865        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7393 | 774  | 0.4411        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7416 | 775  | 0.6174        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7438 | 776  | 0.0526        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7461 | 777  | 0.5093        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7483 | 778  | 0.6742        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7506 | 779  | 0.0293        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7528 | 780  | 0.1776        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7551 | 781  | 0.6964        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7573 | 782  | 0.2044        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7596 | 783  | 0.5221        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7618 | 784  | 0.579         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7640 | 785  | 0.5887        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7663 | 786  | 0.4357        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7685 | 787  | 0.5437        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7708 | 788  | 0.0326        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7730 | 789  | 0.7279        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7753 | 790  | 0.2255        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7775 | 791  | 0.5386        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7798 | 792  | 0.0218        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7820 | 793  | 0.0174        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7843 | 794  | 0.542         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7865 | 795  | 0.511         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7888 | 796  | 0.0345        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7910 | 797  | 0.6513        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7933 | 798  | 0.0069        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7955 | 799  | 0.0467        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.7978 | 800  | 0.6994        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8    | 801  | 0.6583        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8022 | 802  | 0.0059        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8045 | 803  | 0.1896        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8067 | 804  | 2.2539        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8090 | 805  | 0.1933        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8112 | 806  | 0.5681        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8135 | 807  | 0.1692        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8157 | 808  | 0.6595        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8180 | 809  | 0.1603        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8202 | 810  | 0.6671        | 0.0245        | 0.4944            | 0.1077                 | 0.0005                | 0.0981          | 0.0158          | 0.6886                | 0.1277             | 0.0865        | 1.3900              | 0.0200          | 0.2530           | 0.8990                 | 0.5586          | 0.9083                   |
| 1.8225 | 811  | 0.1995        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8247 | 812  | 0.5579        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8270 | 813  | 0.3833        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8292 | 814  | 0.6411        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8315 | 815  | 0.6034        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8337 | 816  | 0.5206        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8360 | 817  | 0.5941        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8382 | 818  | 0.2062        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8404 | 819  | 0.6086        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8427 | 820  | 0.037         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8449 | 821  | 0.6257        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8472 | 822  | 0.7064        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8494 | 823  | 0.563         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8517 | 824  | 0.4359        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8539 | 825  | 0.0           | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8562 | 826  | 0.233         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8584 | 827  | 0.0335        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8607 | 828  | 0.6077        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8629 | 829  | 0.1707        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8652 | 830  | 0.5807        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8674 | 831  | 0.6566        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8697 | 832  | 0.663         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8719 | 833  | 0.5896        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8742 | 834  | 0.5418        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8764 | 835  | 0.5735        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8787 | 836  | 0.2062        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8809 | 837  | 0.4343        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8831 | 838  | 0.0614        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8854 | 839  | 0.6301        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8876 | 840  | 0.3956        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8899 | 841  | 0.0479        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8921 | 842  | 0.1819        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8944 | 843  | 0.6005        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8966 | 844  | 0.452         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.8989 | 845  | 0.4083        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9011 | 846  | 0.1702        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9034 | 847  | 0.9503        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9056 | 848  | 0.6427        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9079 | 849  | 0.0048        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9101 | 850  | 0.4609        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9124 | 851  | 0.3854        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9146 | 852  | 0.4411        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9169 | 853  | 0.181         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9191 | 854  | 0.5846        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9213 | 855  | 0.3585        | 0.0243        | 0.4916            | 0.1050                 | 0.0006                | 0.0897          | 0.0162          | 0.6815                | 0.1330             | 0.0923        | 1.3997              | 0.0198          | 0.2540           | 0.8800                 | 0.5565          | 0.9085                   |
| 1.9236 | 856  | 0.4303        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9258 | 857  | 0.5627        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9281 | 858  | 0.1687        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9303 | 859  | 0.5509        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9326 | 860  | 0.175         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9348 | 861  | 0.605         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9371 | 862  | 0.5085        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9393 | 863  | 0.5059        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9416 | 864  | 0.6114        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9438 | 865  | 0.5132        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9461 | 866  | 0.4178        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9483 | 867  | 0.6022        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9506 | 868  | 0.5691        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9528 | 869  | 0.7299        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9551 | 870  | 0.0441        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9573 | 871  | 0.5855        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9596 | 872  | 0.0151        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9618 | 873  | 0.184         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9640 | 874  | 0.6185        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9663 | 875  | 0.6474        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9685 | 876  | 0.0005        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9708 | 877  | 0.6692        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9730 | 878  | 0.496         | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9753 | 879  | 0.5654        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9775 | 880  | 0.4925        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9798 | 881  | 0.0           | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9820 | 882  | 0.2304        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9843 | 883  | 0.1772        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9865 | 884  | 0.1804        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9888 | 885  | 0.0198        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9910 | 886  | 0.6703        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9933 | 887  | 0.1552        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9955 | 888  | 0.4962        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 1.9978 | 889  | 0.2099        | -             | -                 | -                      | -                     | -               | -               | -                     | -                  | -             | -                   | -               | -                | -                      | -               | -                        |
| 2.0    | 890  | 0.6554        | 0.0246        | 0.4886            | 0.0966                 | 0.0005                | 0.0885          | 0.0164          | 0.6816                | 0.1300             | 0.0919        | 1.3958              | 0.0203          | 0.2583           | 0.8738                 | 0.5563          | 0.9077                   |

</details>

### Framework Versions
- Python: 3.10.14
- Sentence Transformers: 3.0.1
- Transformers: 4.44.0
- PyTorch: 2.4.0
- Accelerate: 0.33.0
- Datasets: 2.21.0
- 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",
}
```

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