sentence-transformers safetensors bert sentence-similarity feature-extraction generated_from_trainer dataset_size:29547 loss:MultipleNegativesRankingLoss en arxiv:1908.10084 arxiv:1705.00652 arxiv:2409.05677 base_model:BAAI/bge-small-en-v1.5 base_model:finetune:BAAI/bge-small-en-v1.5 model-index autotrain_compatible text-embeddings-inference endpoints_compatible region:us
---
base_model: BAAI/bge-small-en-v1.5
language:
- en
library_name: sentence-transformers
metrics:
- dot_score_accuracy@10
- dot_score_precision@10
- dot_score_recall@10
- dot_score_ndcg@10
- dot_score_mrr@10
- dot_score_map@10
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:29547
- loss:MultipleNegativesRankingLoss
widget:
- source_sentence: Are there any ADGM-specific guidelines or best practices for integrating
    anti-money laundering (AML) compliance into our technology and financial systems
    to manage operational risks effectively?
  sentences:
  - 42) DISCLOSURE REQUIREMENTS . Material Exploration and drilling results Rule 12.5.1
    sets out the reporting requirements relevant to disclosures of material Exploration
    and drilling results in relation to Petroleum Resources. Such disclosures should
    be presented in a factual and balanced manner, and contain sufficient information
    to allow investors and their advisers to make an informed judgement of its materiality.
    Care needs to be taken to ensure that a disclosure does not suggest, without reasonable
    grounds, that commercially recoverable or potentially recoverable quantities of
    Petroleum have been discovered, in the absence of determining and disclosing estimates
    of Petroleum Resources in accordance with Chapter 12 and the PRMS.
  - 55) DIGITAL SECURITIES SETTLEMENT Digital Settlement Facilities (DSFs) For the
    purposes of this Guidance and distinct from RCHs, the FSRA will consider DSFs
    suitable for the purposes of settlement (MIR Rule 3.8) and custody (MIR Rule 2.10)
    of Digital Securities. A DSF, holding an FSP for Providing Custody, may provide
    custody and settlement services in Digital Securities for RIEs and MTFs (as applicable).
    Therefore, for the purposes of custody and settlement of Digital Securities, the
    arrangements that a RIE or MTF would normally have in place with a RCH can be
    replaced with arrangements provided by a DSF, provided that certain requirements,
    as described in this section, are met.
  - Part 6.Chapter 3.59.(1) The Regulator shall have the power to require an Institution
    in Resolution, or any of its Group Entities, to provide any services or facilities
    (excluding any financial support) that are necessary to enable the Recipient to
    operate the transferred business effectively, including where the Institution
    under Resolution or relevant Group Entity has entered into Insolvency Proceedings.
- source_sentence: Can you provide further clarification on the specific measures
    deemed adequate for handling conflicts of interest related to the provision and
    management of credit within an Authorised Person's organization?
  sentences:
  - Part 19.Chapter 2.233.(3) If the Regulator considers that an auditor or actuary
    has committed a contravention of these Regulations, it may disqualify the auditor
    or actuary from being the auditor of, or (as the case may be), from acting as
    an actuary for, any Authorised Person, Recognised Body or Reporting Entity or
    any particular class thereof.
  - '43) REGULATORY REQUIREMENTS FOR AUTHORISED PERSONS ENGAGED IN REGULATED ACTIVITIES
    IN RELATION TO VIRTUAL ASSETS Anti-Money Laundering and Countering Financing of
    Terrorism In order to develop a robust and sustainable regulatory framework for
    Virtual Assets, FSRA is of the view that a comprehensive application of its AML/CFT
    framework should be in place, including full compliance with, among other things,
    the: a) UAE AML/CFT Federal Laws, including the UAE Cabinet Resolution No. (10)
    of 2019 Concerning the Executive Regulation of the Federal Law No. 20 of 2018
    concerning Anti-Money Laundering and Combating Terrorism Financing; b) UAE Cabinet
    Resolution 20 of 2019 concerning the procedures of dealing with those listed under
    the UN sanctions list and UAE/local terrorist lists issued by the Cabinet, including
    the FSRA AML and Sanctions Rules and Guidance (“AML Rules”) or such other AML
    rules as may be applicable in ADGM from time to time; and c) adoption of international
    best practices (including the FATF Recommendations).'
  - 4.4.2.(4) An Authorised Person with one or more branches outside the ADGM must
    implement and maintain Credit Risk policies adapted to each local market and its
    regulatory conditions.
- source_sentence: How does the ADGM enforce the Market Abuse Provisions, such as
    those outlined in section 92 of the FSMR, especially for Accepted Spot Commodities,
    and what are the reporting obligations for companies in relation to market abuse
    and transaction reporting?
  sentences:
  - 6.2.6.(b) If appointed, the Trustee must also take reasonable steps to ensure
    that its Employees comply with IFR 6.2.6(a) (i)- (iv).
  - '8.3.2.Guidance on CDD.9. When employing an eKYC System to assist with CDD, a
    Relevant Person should: a. ensure that it has a thorough understanding of the
    eKYC System itself and the risks of eKYC, including those outlined by relevant
    guidance from FATF and other international standard setting bodies; b. comply
    with all the Rules of the Regulator relevant to eKYC including, but not limited
    to, applicable requirements regarding the business risk assessment, as per Rule
    6.1, and outsourcing, as per Rule 9.3; c. combine eKYC with transaction monitoring,
    anti-fraud and cyber-security measures to support a wider framework preventing
    applicable Financial Crime; and d. take appropriate steps to identify, assess
    and mitigate the risk of the eKYC system being misused for the purposes of Financial
    Crime.'
  - 81) REGULATORY REQUIREMENTS - SPOT COMMODITY ACTIVITIES Market Abuse and Transaction
    Reporting (FSMR) Importantly, the Market Abuse Provisions (including section 92)
    in Part 8 of FSMR specifically cover Market Abuse Behaviour in relation to Accepted
    Spot Commodities admitted to trading on an RIE, MTF or OTF. In this regard, the
    FSRA imposes the same high regulatory standards to Accepted Spot Commodities traded
    on RIEs, MTFs or OTFs as it does to Financial Instruments traded on RIEs, MTFs
    or OTFs.
- source_sentence: Can the ADGM provide examples of legal risks associated with securitisation
    that Authorised Persons should particularly be aware of and manage?
  sentences:
  - 6.Introduction.Guidance.1. This Chapter includes the detailed Rules and associated
    guidance in respect of a firm's obligation to manage effectively its Exposures
    to Operational Risk. Operational Risk refers to the risk of incurring losses due
    to the failure of systems, processes, and personnel to perform expected tasks.
    Operational Risk losses also include losses arising out of legal risk. This Chapter
    aims to ensure that an Authorised Person has a robust Operational Risk management
    framework commensurate with the nature, scale and complexity of its operations
    and that it holds sufficient regulatory capital against Operational Risk Exposures.
  - APP4.A4.3.19 Own estimate haircuts . If an Authorised Person fails to comply with
    Rule A4.3.18, the Regulator may revoke its approval for the Authorised Person
    to use own estimate haircuts. The Authorised Person may also be required to revise
    its estimates for the purpose of calculating regulatory Capital Requirements if
    its estimates of E*, does not adequately reflect its Exposure to Counterparty
    Credit Risk.
  - 2.5.6 Financial risk . All applicants are required to demonstrate they have a
    sound initial capital base and funding and must be able to meet the relevant prudential
    requirements of ADGM legislation, on an ongoing basis. This includes holding enough
    capital resources to cover expenses even if expected revenue takes time to materialise.
    Start-ups can encounter greater financial risks as they seek to establish and
    grow a new business.
- source_sentence: Could you provide detailed guidance on the acceptable threshold
    for "significant loss" to clients in the context of IT infrastructure resilience
    for virtual asset service providers?
  sentences:
  - APP8.A8.11.1 An Insurer must calculate the asset management risk component in
    respect of a Long Term Insurance Fund according to the method set out in Rule
    A4.13, applied as though all references in that Rule to an Insurer were instead
    references to that fund.
  - '60) REGULATORY REQUIREMENTS FOR AUTHORISED PERSONS ENGAGED IN REGULATED ACTIVITIES
    IN RELATION TO VIRTUAL ASSETS Security measures and procedures IT infrastructures
    should be strong enough to resist, without significant loss to Clients, a number
    of scenarios, including but not limited to: accidental destruction or breach of
    data, collusion or leakage of information by employees/former employees, successful
    hack of a cryptographic and hardware security module or server, or access by hackers
    of any single set of encryption/decryption keys that could result in a complete
    system breach.'
  - APP4.A4.3.17.(2) An Authorised Person must not use own estimate haircuts unless
    it has received approval to adopt the internal models approach to calculate the
    Market Risk Capital Requirement.
model-index:
- name: SentenceTransformer based on BAAI/bge-small-en-v1.5
  results:
  - task:
      type: information-retrieval
      name: Information Retrieval
    dataset:
      name: qa eval
      type: qa_eval
    metrics:
    - type: dot_score_accuracy@10
      value: 0.8902439024390244
      name: Dot Score Accuracy@10
    - type: dot_score_precision@10
      value: 0.09842180774748924
      name: Dot Score Precision@10
    - type: dot_score_recall@10
      value: 0.8141678622668578
      name: Dot Score Recall@10
    - type: dot_score_ndcg@10
      value: 0.6920833764452019
      name: Dot Score Ndcg@10
    - type: dot_score_mrr@10
      value: 0.6942683780829393
      name: Dot Score Mrr@10
    - type: dot_score_map@10
      value: 0.6312994062801272
      name: Dot Score Map@10
---

# SentenceTransformer based on BAAI/bge-small-en-v1.5

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5). It maps sentences & paragraphs to a 512-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.

## Model Details

### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [BAAI/bge-small-en-v1.5](https://huggingface.co/BAAI/bge-small-en-v1.5) <!-- at revision 5c38ec7c405ec4b44b94cc5a9bb96e735b38267a -->
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 512 tokens
- **Similarity Function:** Cosine Similarity
<!-- - **Training Dataset:** Unknown -->
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->

### Model Sources

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

### Full Model Architecture

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

## Usage

### Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

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

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

# Download from the 🤗 Hub
model = SentenceTransformer("raul-delarosa99/bge-small-en-v1.5-RIRAG_ObliQA")
# Run inference
sentences = [
    'Could you provide detailed guidance on the acceptable threshold for "significant loss" to clients in the context of IT infrastructure resilience for virtual asset service providers?',
    '60) REGULATORY REQUIREMENTS FOR AUTHORISED PERSONS ENGAGED IN REGULATED ACTIVITIES IN RELATION TO VIRTUAL ASSETS Security measures and procedures IT infrastructures should be strong enough to resist, without significant loss to Clients, a number of scenarios, including but not limited to: accidental destruction or breach of data, collusion or leakage of information by employees/former employees, successful hack of a cryptographic and hardware security module or server, or access by hackers of any single set of encryption/decryption keys that could result in a complete system breach.',
    'APP8.A8.11.1 An Insurer must calculate the asset management risk component in respect of a Long Term Insurance Fund according to the method set out in Rule A4.13, applied as though all references in that Rule to an Insurer were instead references to that fund.',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 512]

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

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

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

</details>
-->

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

You can finetune this model on your own dataset.

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

</details>
-->

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

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

## Evaluation

### Metrics

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

| Metric                 | Fine Tunned| Base Model |
|:-----------------------|:-----------|:-----------|
| dot_score_accuracy@10  | 0.8902     | 0.7909     |
| dot_score_precision@10 | 0.0984     | 0.0842     |
| dot_score_recall@10    | 0.8142     | 0.7135     |
| dot_score_ndcg@10      | 0.6921     | 0.6009     |
| dot_score_mrr@10       | 0.6943     | 0.6015     |
| **dot_score_map@10**   | **0.6313** | **0.5462** |

<!--
## Bias, Risks and Limitations

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

<!--
### Recommendations

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

## Training Details

### Training Dataset

#### Unnamed Dataset


* Size: 29,547 training samples
* Columns: <code>anchor</code> and <code>positive</code>
* Approximate statistics based on the first 1000 samples:
  |         | anchor                                                                             | positive                                                                             |
  |:--------|:-----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
  | type    | string                                                                             | string                                                                               |
  | details | <ul><li>min: 15 tokens</li><li>mean: 34.89 tokens</li><li>max: 96 tokens</li></ul> | <ul><li>min: 25 tokens</li><li>mean: 122.21 tokens</li><li>max: 512 tokens</li></ul> |
* Samples:
  | anchor                                                                                                                                                                                                        | positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
  |:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>Under Rules 7.3.2 and 7.3.3, what are the two specific conditions related to the maturity of a financial instrument that would trigger a disclosure requirement?</code>                                 | <code>7.3.4 Events that trigger a disclosure. For the purposes of Rules 7.3.2 and 7.3.3, a Person is taken to hold Financial Instruments in or relating to a Reporting Entity, if the Person holds a Financial Instrument that on its maturity will confer on him: (1) an unconditional right to acquire the Financial Instrument; or (2) the discretion as to his right to acquire the Financial Instrument.</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
  | <code>**Best Execution and Transaction Handling**: What constitutes 'Best Execution' under Rule 6.5 in the context of virtual assets, and how should Authorised Persons document and demonstrate this?</code> | <code>17.1.4 The following COBS Rules should be read as applying to all Transactions undertaken by an Authorised Person conducting a Regulated Activity in relation to Virtual Assets, irrespective of any restrictions on application or any exception to these Rules elsewhere in COBS - (a) Rule 3.4 (Suitability); (b) Rule 6.5 (Best Execution); (c) Rule 6.7 (Aggregation and Allocation); (d) Rule 6.10 (Confirmation Notes); (e) Rule 6.11 (Periodic Statements); and (f) Chapter 12 (Key Information and Client Agreement).</code>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |
  | <code>How does the FSRA define and evaluate "principal risks and uncertainties" for a Petroleum Reporting Entity, particularly for the remaining six months of the financial year?</code>                     | <code>10.1.7.(2) A Reporting Entity must: (a) prepare such report: (i) for the first six months of each financial year or period, and if there is a change to the accounting reference date, prepare such report in respect of the period up to the old accounting reference date; and (ii) in accordance with the applicable IFRS standards or other standards acceptable to the Regulator; (b) ensure the financial statements have either been audited or reviewed by auditors, and the audit or review by the auditor is included within the report; and (c) ensure that the report includes: (i) except in the case of a Mining Exploration Reporting Entity or a Petroleum Exploration Reporting Entity, an indication of important events that have occurred during the first six months of the financial year, and their impact on the financial statements; (ii) except in the case of a Mining Exploration Reporting Entity or a Petroleum Exploration Reporting Entity, a description of the principal risks and uncertainties for the remaining six months of the financial year; and (iii) a condensed set of financial statements, an interim management report and associated responsibility statements.</code> |
* Loss: [<code>MultipleNegativesRankingLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
  ```json
  {
      "scale": 20.0,
      "similarity_fct": "dot_score"
  }
  ```

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

- `eval_strategy`: epoch
- `per_device_train_batch_size`: 64
- `per_device_eval_batch_size`: 512
- `gradient_accumulation_steps`: 4
- `learning_rate`: 2e-05
- `num_train_epochs`: 15
- `lr_scheduler_type`: cosine
- `warmup_ratio`: 0.1
- `bf16`: True
- `load_best_model_at_end`: True
- `optim`: adamw_torch_fused
- `batch_sampler`: no_duplicates

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

- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: epoch
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 64
- `per_device_eval_batch_size`: 512
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 4
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 2e-05
- `weight_decay`: 0.0
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1.0
- `num_train_epochs`: 15
- `max_steps`: -1
- `lr_scheduler_type`: cosine
- `lr_scheduler_kwargs`: {}
- `warmup_ratio`: 0.1
- `warmup_steps`: 0
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `save_safetensors`: True
- `save_on_each_node`: False
- `save_only_model`: False
- `restore_callback_states_from_checkpoint`: False
- `no_cuda`: False
- `use_cpu`: False
- `use_mps_device`: False
- `seed`: 42
- `data_seed`: None
- `jit_mode_eval`: False
- `use_ipex`: False
- `bf16`: True
- `fp16`: False
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: 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`: True
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch_fused
- `optim_args`: None
- `adafactor`: False
- `group_by_length`: False
- `length_column_name`: length
- `ddp_find_unused_parameters`: None
- `ddp_bucket_cap_mb`: None
- `ddp_broadcast_buffers`: False
- `dataloader_pin_memory`: True
- `dataloader_persistent_workers`: False
- `skip_memory_metrics`: True
- `use_legacy_prediction_loop`: False
- `push_to_hub`: False
- `resume_from_checkpoint`: None
- `hub_model_id`: None
- `hub_strategy`: every_save
- `hub_private_repo`: False
- `hub_always_push`: False
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `eval_do_concat_batches`: True
- `fp16_backend`: auto
- `push_to_hub_model_id`: None
- `push_to_hub_organization`: None
- `mp_parameters`: 
- `auto_find_batch_size`: False
- `full_determinism`: False
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `dispatch_batches`: None
- `split_batches`: None
- `include_tokens_per_second`: False
- `include_num_input_tokens_seen`: False
- `neftune_noise_alpha`: None
- `optim_target_modules`: None
- `batch_eval_metrics`: False
- `eval_on_start`: False
- `use_liger_kernel`: 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 | qa_eval_dot_score_map@10 |
|:-----------:|:--------:|:-------------:|:------------------------:|
| 0.0087      | 1        | 1.9006        | -                        |
| 0.0173      | 2        | 1.9774        | -                        |
| 0.0260      | 3        | 1.8898        | -                        |
| 0.0346      | 4        | 1.7339        | -                        |
| 0.0433      | 5        | 1.7743        | -                        |
| 0.0519      | 6        | 1.8456        | -                        |
| 0.0606      | 7        | 1.8348        | -                        |
| 0.0693      | 8        | 1.7493        | -                        |
| 0.0779      | 9        | 1.6397        | -                        |
| 0.0866      | 10       | 1.6803        | -                        |
| 0.0952      | 11       | 1.6503        | -                        |
| 0.1039      | 12       | 1.7065        | -                        |
| 0.1126      | 13       | 1.864         | -                        |
| 0.1212      | 14       | 1.7811        | -                        |
| 0.1299      | 15       | 1.6896        | -                        |
| 0.1385      | 16       | 1.7036        | -                        |
| 0.1472      | 17       | 1.769         | -                        |
| 0.1558      | 18       | 1.8405        | -                        |
| 0.1645      | 19       | 1.8686        | -                        |
| 0.1732      | 20       | 1.7136        | -                        |
| 0.1818      | 21       | 1.9135        | -                        |
| 0.1905      | 22       | 1.9542        | -                        |
| 0.1991      | 23       | 1.7373        | -                        |
| 0.2078      | 24       | 1.7295        | -                        |
| 0.2165      | 25       | 1.6764        | -                        |
| 0.2251      | 26       | 1.6606        | -                        |
| 0.2338      | 27       | 1.5261        | -                        |
| 0.2424      | 28       | 1.6864        | -                        |
| 0.2511      | 29       | 1.6683        | -                        |
| 0.2597      | 30       | 1.6443        | -                        |
| 0.2684      | 31       | 1.587         | -                        |
| 0.2771      | 32       | 1.5673        | -                        |
| 0.2857      | 33       | 1.575         | -                        |
| 0.2944      | 34       | 1.5552        | -                        |
| 0.3030      | 35       | 1.6614        | -                        |
| 0.3117      | 36       | 1.5392        | -                        |
| 0.3203      | 37       | 1.5684        | -                        |
| 0.3290      | 38       | 1.3392        | -                        |
| 0.3377      | 39       | 1.3909        | -                        |
| 0.3463      | 40       | 1.3444        | -                        |
| 0.3550      | 41       | 1.3642        | -                        |
| 0.3636      | 42       | 1.3242        | -                        |
| 0.3723      | 43       | 1.4779        | -                        |
| 0.3810      | 44       | 1.2574        | -                        |
| 0.3896      | 45       | 1.3639        | -                        |
| 0.3983      | 46       | 1.2723        | -                        |
| 0.4069      | 47       | 1.2563        | -                        |
| 0.4156      | 48       | 1.1769        | -                        |
| 0.4242      | 49       | 1.2596        | -                        |
| 0.4329      | 50       | 1.2703        | -                        |
| 0.4416      | 51       | 1.3731        | -                        |
| 0.4502      | 52       | 1.163         | -                        |
| 0.4589      | 53       | 1.4455        | -                        |
| 0.4675      | 54       | 1.0285        | -                        |
| 0.4762      | 55       | 1.1616        | -                        |
| 0.4848      | 56       | 1.1341        | -                        |
| 0.4935      | 57       | 1.163         | -                        |
| 0.5022      | 58       | 1.187         | -                        |
| 0.5108      | 59       | 1.0557        | -                        |
| 0.5195      | 60       | 1.1115        | -                        |
| 0.5281      | 61       | 1.0469        | -                        |
| 0.5368      | 62       | 1.2311        | -                        |
| 0.5455      | 63       | 0.9378        | -                        |
| 0.5541      | 64       | 1.0355        | -                        |
| 0.5628      | 65       | 1.4079        | -                        |
| 0.5714      | 66       | 1.1047        | -                        |
| 0.5801      | 67       | 0.9298        | -                        |
| 0.5887      | 68       | 1.2011        | -                        |
| 0.5974      | 69       | 1.0149        | -                        |
| 0.6061      | 70       | 1.1661        | -                        |
| 0.6147      | 71       | 0.8674        | -                        |
| 0.6234      | 72       | 1.0458        | -                        |
| 0.6320      | 73       | 0.9858        | -                        |
| 0.6407      | 74       | 1.2019        | -                        |
| 0.6494      | 75       | 0.9794        | -                        |
| 0.6580      | 76       | 0.9604        | -                        |
| 0.6667      | 77       | 1.0405        | -                        |
| 0.6753      | 78       | 1.1605        | -                        |
| 0.6840      | 79       | 1.0779        | -                        |
| 0.6926      | 80       | 1.16          | -                        |
| 0.7013      | 81       | 1.2139        | -                        |
| 0.7100      | 82       | 1.0696        | -                        |
| 0.7186      | 83       | 1.1806        | -                        |
| 0.7273      | 84       | 1.1762        | -                        |
| 0.7359      | 85       | 0.975         | -                        |
| 0.7446      | 86       | 1.1304        | -                        |
| 0.7532      | 87       | 1.1431        | -                        |
| 0.7619      | 88       | 1.0669        | -                        |
| 0.7706      | 89       | 1.0858        | -                        |
| 0.7792      | 90       | 1.0494        | -                        |
| 0.7879      | 91       | 1.0815        | -                        |
| 0.7965      | 92       | 0.9833        | -                        |
| 0.8052      | 93       | 1.1571        | -                        |
| 0.8139      | 94       | 0.9771        | -                        |
| 0.8225      | 95       | 0.88          | -                        |
| 0.8312      | 96       | 0.9501        | -                        |
| 0.8398      | 97       | 1.2409        | -                        |
| 0.8485      | 98       | 1.1644        | -                        |
| 0.8571      | 99       | 1.1176        | -                        |
| 0.8658      | 100      | 0.8971        | -                        |
| 0.8745      | 101      | 1.032         | -                        |
| 0.8831      | 102      | 1.0456        | -                        |
| 0.8918      | 103      | 0.878         | -                        |
| 0.9004      | 104      | 0.9627        | -                        |
| 0.9091      | 105      | 0.7828        | -                        |
| 0.9177      | 106      | 0.9415        | -                        |
| 0.9264      | 107      | 0.9118        | -                        |
| 0.9351      | 108      | 1.0132        | -                        |
| 0.9437      | 109      | 0.9399        | -                        |
| 0.9524      | 110      | 0.9332        | -                        |
| 0.9610      | 111      | 0.9197        | -                        |
| 0.9697      | 112      | 0.9294        | -                        |
| 0.9784      | 113      | 1.1636        | -                        |
| 0.9870      | 114      | 0.9484        | -                        |
| 0.9957      | 115      | 1.1682        | -                        |
| 1.0043      | 116      | 0.6774        | 0.6055                   |
| 1.0065      | 117      | 0.5901        | -                        |
| 1.0152      | 118      | 0.9436        | -                        |
| 1.0238      | 119      | 1.04          | -                        |
| 1.0325      | 120      | 0.8038        | -                        |
| 1.0411      | 121      | 0.8559        | -                        |
| 1.0498      | 122      | 1.1118        | -                        |
| 1.0584      | 123      | 0.8408        | -                        |
| 1.0671      | 124      | 0.9209        | -                        |
| 1.0758      | 125      | 0.7588        | -                        |
| 1.0844      | 126      | 0.8141        | -                        |
| 1.0931      | 127      | 0.7161        | -                        |
| 1.1017      | 128      | 0.7939        | -                        |
| 1.1104      | 129      | 1.0256        | -                        |
| 1.1190      | 130      | 0.8305        | -                        |
| 1.1277      | 131      | 0.8177        | -                        |
| 1.1364      | 132      | 0.8632        | -                        |
| 1.1450      | 133      | 0.9084        | -                        |
| 1.1537      | 134      | 1.0142        | -                        |
| 1.1623      | 135      | 1.2425        | -                        |
| 1.1710      | 136      | 0.8622        | -                        |
| 1.1797      | 137      | 1.0148        | -                        |
| 1.1883      | 138      | 1.1104        | -                        |
| 1.1970      | 139      | 1.0222        | -                        |
| 1.2056      | 140      | 0.9621        | -                        |
| 1.2143      | 141      | 0.8216        | -                        |
| 1.2229      | 142      | 0.8159        | -                        |
| 1.2316      | 143      | 0.7278        | -                        |
| 1.2403      | 144      | 0.9867        | -                        |
| 1.2489      | 145      | 1.0389        | -                        |
| 1.2576      | 146      | 0.8307        | -                        |
| 1.2662      | 147      | 0.943         | -                        |
| 1.2749      | 148      | 0.8681        | -                        |
| 1.2835      | 149      | 0.9374        | -                        |
| 1.2922      | 150      | 0.9335        | -                        |
| 1.3009      | 151      | 1.0568        | -                        |
| 1.3095      | 152      | 0.8154        | -                        |
| 1.3182      | 153      | 1.1342        | -                        |
| 1.3268      | 154      | 0.9235        | -                        |
| 1.3355      | 155      | 0.8155        | -                        |
| 1.3442      | 156      | 0.7959        | -                        |
| 1.3528      | 157      | 0.9586        | -                        |
| 1.3615      | 158      | 0.811         | -                        |
| 1.3701      | 159      | 0.8997        | -                        |
| 1.3788      | 160      | 0.94          | -                        |
| 1.3874      | 161      | 0.7088        | -                        |
| 1.3961      | 162      | 0.9682        | -                        |
| 1.4048      | 163      | 0.8308        | -                        |
| 1.4134      | 164      | 0.7775        | -                        |
| 1.4221      | 165      | 0.9181        | -                        |
| 1.4307      | 166      | 0.9467        | -                        |
| 1.4394      | 167      | 0.9216        | -                        |
| 1.4481      | 168      | 0.877         | -                        |
| 1.4567      | 169      | 0.9788        | -                        |
| 1.4654      | 170      | 0.9094        | -                        |
| 1.4740      | 171      | 0.8269        | -                        |
| 1.4827      | 172      | 0.6962        | -                        |
| 1.4913      | 173      | 0.9412        | -                        |
| 1.5         | 174      | 1.1315        | -                        |
| 1.5087      | 175      | 0.7554        | -                        |
| 1.5173      | 176      | 0.9191        | -                        |
| 1.5260      | 177      | 0.8115        | -                        |
| 1.5346      | 178      | 0.8798        | -                        |
| 1.5433      | 179      | 0.8248        | -                        |
| 1.5519      | 180      | 0.712         | -                        |
| 1.5606      | 181      | 1.0581        | -                        |
| 1.5693      | 182      | 0.9755        | -                        |
| 1.5779      | 183      | 0.8808        | -                        |
| 1.5866      | 184      | 0.8207        | -                        |
| 1.5952      | 185      | 0.8627        | -                        |
| 1.6039      | 186      | 0.9566        | -                        |
| 1.6126      | 187      | 0.6412        | -                        |
| 1.6212      | 188      | 0.7806        | -                        |
| 1.6299      | 189      | 0.8012        | -                        |
| 1.6385      | 190      | 0.9907        | -                        |
| 1.6472      | 191      | 0.8961        | -                        |
| 1.6558      | 192      | 0.7042        | -                        |
| 1.6645      | 193      | 0.8451        | -                        |
| 1.6732      | 194      | 1.0143        | -                        |
| 1.6818      | 195      | 0.9189        | -                        |
| 1.6905      | 196      | 0.8588        | -                        |
| 1.6991      | 197      | 0.9458        | -                        |
| 1.7078      | 198      | 0.9716        | -                        |
| 1.7165      | 199      | 0.9424        | -                        |
| 1.7251      | 200      | 0.9257        | -                        |
| 1.7338      | 201      | 0.838         | -                        |
| 1.7424      | 202      | 1.0036        | -                        |
| 1.7511      | 203      | 0.8486        | -                        |
| 1.7597      | 204      | 1.0168        | -                        |
| 1.7684      | 205      | 0.8885        | -                        |
| 1.7771      | 206      | 0.8234        | -                        |
| 1.7857      | 207      | 1.0461        | -                        |
| 1.7944      | 208      | 0.9209        | -                        |
| 1.8030      | 209      | 0.9177        | -                        |
| 1.8117      | 210      | 0.8683        | -                        |
| 1.8203      | 211      | 0.799         | -                        |
| 1.8290      | 212      | 0.8423        | -                        |
| 1.8377      | 213      | 1.0716        | -                        |
| 1.8463      | 214      | 1.0086        | -                        |
| 1.8550      | 215      | 0.9491        | -                        |
| 1.8636      | 216      | 0.876         | -                        |
| 1.8723      | 217      | 0.753         | -                        |
| 1.8810      | 218      | 1.0414        | -                        |
| 1.8896      | 219      | 0.7402        | -                        |
| 1.8983      | 220      | 0.7265        | -                        |
| 1.9069      | 221      | 0.7436        | -                        |
| 1.9156      | 222      | 0.8061        | -                        |
| 1.9242      | 223      | 0.6365        | -                        |
| 1.9329      | 224      | 0.8791        | -                        |
| 1.9416      | 225      | 0.8423        | -                        |
| 1.9502      | 226      | 0.7883        | -                        |
| 1.9589      | 227      | 0.7574        | -                        |
| 1.9675      | 228      | 0.8446        | -                        |
| 1.9762      | 229      | 0.8368        | -                        |
| 1.9848      | 230      | 0.9048        | -                        |
| 1.9935      | 231      | 0.973         | -                        |
| 2.0022      | 232      | 0.8729        | 0.6196                   |
| 2.0043      | 233      | 0.2569        | -                        |
| 2.0130      | 234      | 0.8799        | -                        |
| 2.0216      | 235      | 0.8955        | -                        |
| 2.0303      | 236      | 0.7625        | -                        |
| 2.0390      | 237      | 0.6385        | -                        |
| 2.0476      | 238      | 0.8365        | -                        |
| 2.0563      | 239      | 0.9766        | -                        |
| 2.0649      | 240      | 0.685         | -                        |
| 2.0736      | 241      | 0.7521        | -                        |
| 2.0823      | 242      | 0.6045        | -                        |
| 2.0909      | 243      | 0.5866        | -                        |
| 2.0996      | 244      | 0.6631        | -                        |
| 2.1082      | 245      | 0.8788        | -                        |
| 2.1169      | 246      | 0.7642        | -                        |
| 2.1255      | 247      | 0.6549        | -                        |
| 2.1342      | 248      | 0.748         | -                        |
| 2.1429      | 249      | 0.8265        | -                        |
| 2.1515      | 250      | 0.7587        | -                        |
| 2.1602      | 251      | 1.1161        | -                        |
| 2.1688      | 252      | 0.858         | -                        |
| 2.1775      | 253      | 0.8394        | -                        |
| 2.1861      | 254      | 0.9658        | -                        |
| 2.1948      | 255      | 0.9162        | -                        |
| 2.2035      | 256      | 0.8561        | -                        |
| 2.2121      | 257      | 0.7099        | -                        |
| 2.2208      | 258      | 0.7261        | -                        |
| 2.2294      | 259      | 0.7174        | -                        |
| 2.2381      | 260      | 0.6752        | -                        |
| 2.2468      | 261      | 0.9701        | -                        |
| 2.2554      | 262      | 0.7685        | -                        |
| 2.2641      | 263      | 0.845         | -                        |
| 2.2727      | 264      | 0.7365        | -                        |
| 2.2814      | 265      | 0.7538        | -                        |
| 2.2900      | 266      | 0.7401        | -                        |
| 2.2987      | 267      | 0.9054        | -                        |
| 2.3074      | 268      | 0.7733        | -                        |
| 2.3160      | 269      | 0.9947        | -                        |
| 2.3247      | 270      | 0.7427        | -                        |
| 2.3333      | 271      | 0.757         | -                        |
| 2.3420      | 272      | 0.731         | -                        |
| 2.3506      | 273      | 0.719         | -                        |
| 2.3593      | 274      | 0.7435        | -                        |
| 2.3680      | 275      | 0.7489        | -                        |
| 2.3766      | 276      | 0.9108        | -                        |
| 2.3853      | 277      | 0.6027        | -                        |
| 2.3939      | 278      | 0.8813        | -                        |
| 2.4026      | 279      | 0.7801        | -                        |
| 2.4113      | 280      | 0.6287        | -                        |
| 2.4199      | 281      | 0.7375        | -                        |
| 2.4286      | 282      | 0.824         | -                        |
| 2.4372      | 283      | 0.8206        | -                        |
| 2.4459      | 284      | 0.7805        | -                        |
| 2.4545      | 285      | 0.8443        | -                        |
| 2.4632      | 286      | 0.8887        | -                        |
| 2.4719      | 287      | 0.6984        | -                        |
| 2.4805      | 288      | 0.6718        | -                        |
| 2.4892      | 289      | 0.8184        | -                        |
| 2.4978      | 290      | 1.0259        | -                        |
| 2.5065      | 291      | 0.7422        | -                        |
| 2.5152      | 292      | 0.7539        | -                        |
| 2.5238      | 293      | 0.7422        | -                        |
| 2.5325      | 294      | 0.81          | -                        |
| 2.5411      | 295      | 0.8015        | -                        |
| 2.5498      | 296      | 0.613         | -                        |
| 2.5584      | 297      | 0.8623        | -                        |
| 2.5671      | 298      | 1.0711        | -                        |
| 2.5758      | 299      | 0.76          | -                        |
| 2.5844      | 300      | 0.7372        | -                        |
| 2.5931      | 301      | 0.7346        | -                        |
| 2.6017      | 302      | 0.8559        | -                        |
| 2.6104      | 303      | 0.5926        | -                        |
| 2.6190      | 304      | 0.6945        | -                        |
| 2.6277      | 305      | 0.6985        | -                        |
| 2.6364      | 306      | 0.8489        | -                        |
| 2.6450      | 307      | 0.8123        | -                        |
| 2.6537      | 308      | 0.745         | -                        |
| 2.6623      | 309      | 0.6543        | -                        |
| 2.6710      | 310      | 0.9022        | -                        |
| 2.6797      | 311      | 0.862         | -                        |
| 2.6883      | 312      | 0.757         | -                        |
| 2.6970      | 313      | 0.8539        | -                        |
| 2.7056      | 314      | 0.9205        | -                        |
| 2.7143      | 315      | 0.8702        | -                        |
| 2.7229      | 316      | 0.8144        | -                        |
| 2.7316      | 317      | 0.8202        | -                        |
| 2.7403      | 318      | 0.9092        | -                        |
| 2.7489      | 319      | 0.7811        | -                        |
| 2.7576      | 320      | 0.8792        | -                        |
| 2.7662      | 321      | 0.8316        | -                        |
| 2.7749      | 322      | 0.8053        | -                        |
| 2.7835      | 323      | 0.9033        | -                        |
| 2.7922      | 324      | 0.8172        | -                        |
| 2.8009      | 325      | 0.7934        | -                        |
| 2.8095      | 326      | 0.8106        | -                        |
| 2.8182      | 327      | 0.7183        | -                        |
| 2.8268      | 328      | 0.7571        | -                        |
| 2.8355      | 329      | 0.9051        | -                        |
| 2.8442      | 330      | 0.8819        | -                        |
| 2.8528      | 331      | 0.96          | -                        |
| 2.8615      | 332      | 0.78          | -                        |
| 2.8701      | 333      | 0.6932        | -                        |
| 2.8788      | 334      | 0.8553        | -                        |
| 2.8874      | 335      | 0.8483        | -                        |
| 2.8961      | 336      | 0.6056        | -                        |
| 2.9048      | 337      | 0.7303        | -                        |
| 2.9134      | 338      | 0.5838        | -                        |
| 2.9221      | 339      | 0.5951        | -                        |
| 2.9307      | 340      | 0.761         | -                        |
| 2.9394      | 341      | 0.7292        | -                        |
| 2.9481      | 342      | 0.6878        | -                        |
| 2.9567      | 343      | 0.7565        | -                        |
| 2.9654      | 344      | 0.8009        | -                        |
| 2.9740      | 345      | 0.6321        | -                        |
| 2.9827      | 346      | 0.903         | -                        |
| 2.9913      | 347      | 0.9233        | -                        |
| 3.0         | 348      | 0.8918        | 0.6255                   |
| 3.0022      | 349      | 0.1279        | -                        |
| 3.0108      | 350      | 0.7773        | -                        |
| 3.0195      | 351      | 0.6327        | -                        |
| 3.0281      | 352      | 0.8916        | -                        |
| 3.0368      | 353      | 0.5167        | -                        |
| 3.0455      | 354      | 0.7534        | -                        |
| 3.0541      | 355      | 0.7801        | -                        |
| 3.0628      | 356      | 0.7414        | -                        |
| 3.0714      | 357      | 0.6463        | -                        |
| 3.0801      | 358      | 0.5396        | -                        |
| 3.0887      | 359      | 0.6017        | -                        |
| 3.0974      | 360      | 0.5227        | -                        |
| 3.1061      | 361      | 0.7126        | -                        |
| 3.1147      | 362      | 0.72          | -                        |
| 3.1234      | 363      | 0.5806        | -                        |
| 3.1320      | 364      | 0.7322        | -                        |
| 3.1407      | 365      | 0.6927        | -                        |
| 3.1494      | 366      | 0.6769        | -                        |
| 3.1580      | 367      | 0.9597        | -                        |
| 3.1667      | 368      | 0.7742        | -                        |
| 3.1753      | 369      | 0.7357        | -                        |
| 3.1840      | 370      | 0.8548        | -                        |
| 3.1926      | 371      | 0.9285        | -                        |
| 3.2013      | 372      | 0.764         | -                        |
| 3.2100      | 373      | 0.7351        | -                        |
| 3.2186      | 374      | 0.7067        | -                        |
| 3.2273      | 375      | 0.6169        | -                        |
| 3.2359      | 376      | 0.6254        | -                        |
| 3.2446      | 377      | 0.885         | -                        |
| 3.2532      | 378      | 0.679         | -                        |
| 3.2619      | 379      | 0.7562        | -                        |
| 3.2706      | 380      | 0.6885        | -                        |
| 3.2792      | 381      | 0.6008        | -                        |
| 3.2879      | 382      | 0.7576        | -                        |
| 3.2965      | 383      | 0.7722        | -                        |
| 3.3052      | 384      | 0.7928        | -                        |
| 3.3139      | 385      | 0.8219        | -                        |
| 3.3225      | 386      | 0.6765        | -                        |
| 3.3312      | 387      | 0.734         | -                        |
| 3.3398      | 388      | 0.7175        | -                        |
| 3.3485      | 389      | 0.6636        | -                        |
| 3.3571      | 390      | 0.7042        | -                        |
| 3.3658      | 391      | 0.6494        | -                        |
| 3.3745      | 392      | 0.8241        | -                        |
| 3.3831      | 393      | 0.5427        | -                        |
| 3.3918      | 394      | 0.8621        | -                        |
| 3.4004      | 395      | 0.7231        | -                        |
| 3.4091      | 396      | 0.6559        | -                        |
| 3.4177      | 397      | 0.6104        | -                        |
| 3.4264      | 398      | 0.7446        | -                        |
| 3.4351      | 399      | 0.6819        | -                        |
| 3.4437      | 400      | 0.8372        | -                        |
| 3.4524      | 401      | 0.6876        | -                        |
| 3.4610      | 402      | 0.8287        | -                        |
| 3.4697      | 403      | 0.5788        | -                        |
| 3.4784      | 404      | 0.6705        | -                        |
| 3.4870      | 405      | 0.695         | -                        |
| 3.4957      | 406      | 0.8201        | -                        |
| 3.5043      | 407      | 0.7945        | -                        |
| 3.5130      | 408      | 0.6987        | -                        |
| 3.5216      | 409      | 0.6608        | -                        |
| 3.5303      | 410      | 0.7317        | -                        |
| 3.5390      | 411      | 0.7741        | -                        |
| 3.5476      | 412      | 0.5483        | -                        |
| 3.5563      | 413      | 0.7905        | -                        |
| 3.5649      | 414      | 0.992         | -                        |
| 3.5736      | 415      | 0.7882        | -                        |
| 3.5823      | 416      | 0.657         | -                        |
| 3.5909      | 417      | 0.6594        | -                        |
| 3.5996      | 418      | 0.685         | -                        |
| 3.6082      | 419      | 0.6642        | -                        |
| 3.6169      | 420      | 0.5495        | -                        |
| 3.6255      | 421      | 0.7218        | -                        |
| 3.6342      | 422      | 0.7213        | -                        |
| 3.6429      | 423      | 0.7952        | -                        |
| 3.6515      | 424      | 0.7017        | -                        |
| 3.6602      | 425      | 0.6022        | -                        |
| 3.6688      | 426      | 0.7381        | -                        |
| 3.6775      | 427      | 0.8468        | -                        |
| 3.6861      | 428      | 0.6732        | -                        |
| 3.6948      | 429      | 0.7335        | -                        |
| 3.7035      | 430      | 0.8116        | -                        |
| 3.7121      | 431      | 0.8189        | -                        |
| 3.7208      | 432      | 0.7372        | -                        |
| 3.7294      | 433      | 0.7981        | -                        |
| 3.7381      | 434      | 0.7403        | -                        |
| 3.7468      | 435      | 0.7155        | -                        |
| 3.7554      | 436      | 0.8701        | -                        |
| 3.7641      | 437      | 0.7498        | -                        |
| 3.7727      | 438      | 0.7587        | -                        |
| 3.7814      | 439      | 0.8279        | -                        |
| 3.7900      | 440      | 0.7874        | -                        |
| 3.7987      | 441      | 0.7485        | -                        |
| 3.8074      | 442      | 0.7507        | -                        |
| 3.8160      | 443      | 0.677         | -                        |
| 3.8247      | 444      | 0.6333        | -                        |
| 3.8333      | 445      | 0.8852        | -                        |
| 3.8420      | 446      | 0.8133        | -                        |
| 3.8506      | 447      | 0.8243        | -                        |
| 3.8593      | 448      | 0.799         | -                        |
| 3.8680      | 449      | 0.5416        | -                        |
| 3.8766      | 450      | 0.7698        | -                        |
| 3.8853      | 451      | 0.7377        | -                        |
| 3.8939      | 452      | 0.6497        | -                        |
| 3.9026      | 453      | 0.5655        | -                        |
| 3.9113      | 454      | 0.5832        | -                        |
| 3.9199      | 455      | 0.6167        | -                        |
| 3.9286      | 456      | 0.6761        | -                        |
| 3.9372      | 457      | 0.6772        | -                        |
| 3.9459      | 458      | 0.6995        | -                        |
| 3.9545      | 459      | 0.6768        | -                        |
| 3.9632      | 460      | 0.7143        | -                        |
| 3.9719      | 461      | 0.6354        | -                        |
| 3.9805      | 462      | 0.8287        | -                        |
| 3.9892      | 463      | 0.8693        | -                        |
| 3.9978      | 464      | 0.8556        | -                        |
| 4.0065      | 465      | 0.1944        | 0.6289                   |
| 4.0087      | 466      | 0.6191        | -                        |
| 4.0173      | 467      | 0.5704        | -                        |
| 4.0260      | 468      | 0.7962        | -                        |
| 4.0346      | 469      | 0.5724        | -                        |
| 4.0433      | 470      | 0.6306        | -                        |
| 4.0519      | 471      | 0.7907        | -                        |
| 4.0606      | 472      | 0.6824        | -                        |
| 4.0693      | 473      | 0.5694        | -                        |
| 4.0779      | 474      | 0.4865        | -                        |
| 4.0866      | 475      | 0.5828        | -                        |
| 4.0952      | 476      | 0.4895        | -                        |
| 4.1039      | 477      | 0.6107        | -                        |
| 4.1126      | 478      | 0.6937        | -                        |
| 4.1212      | 479      | 0.6403        | -                        |
| 4.1299      | 480      | 0.6437        | -                        |
| 4.1385      | 481      | 0.6372        | -                        |
| 4.1472      | 482      | 0.6679        | -                        |
| 4.1558      | 483      | 0.8507        | -                        |
| 4.1645      | 484      | 0.7795        | -                        |
| 4.1732      | 485      | 0.6347        | -                        |
| 4.1818      | 486      | 0.7909        | -                        |
| 4.1905      | 487      | 0.879         | -                        |
| 4.1991      | 488      | 0.6485        | -                        |
| 4.2078      | 489      | 0.726         | -                        |
| 4.2165      | 490      | 0.6418        | -                        |
| 4.2251      | 491      | 0.5497        | -                        |
| 4.2338      | 492      | 0.4937        | -                        |
| 4.2424      | 493      | 0.7437        | -                        |
| 4.2511      | 494      | 0.7473        | -                        |
| 4.2597      | 495      | 0.6607        | -                        |
| 4.2684      | 496      | 0.6082        | -                        |
| 4.2771      | 497      | 0.6264        | -                        |
| 4.2857      | 498      | 0.7039        | -                        |
| 4.2944      | 499      | 0.6696        | -                        |
| 4.3030      | 500      | 0.8482        | -                        |
| 4.3117      | 501      | 0.6083        | -                        |
| 4.3203      | 502      | 0.8181        | -                        |
| 4.3290      | 503      | 0.6899        | -                        |
| 4.3377      | 504      | 0.598         | -                        |
| 4.3463      | 505      | 0.5772        | -                        |
| 4.3550      | 506      | 0.7           | -                        |
| 4.3636      | 507      | 0.6006        | -                        |
| 4.3723      | 508      | 0.7599        | -                        |
| 4.3810      | 509      | 0.6257        | -                        |
| 4.3896      | 510      | 0.6303        | -                        |
| 4.3983      | 511      | 0.6165        | -                        |
| 4.4069      | 512      | 0.6916        | -                        |
| 4.4156      | 513      | 0.5688        | -                        |
| 4.4242      | 514      | 0.6574        | -                        |
| 4.4329      | 515      | 0.6247        | -                        |
| 4.4416      | 516      | 0.6939        | -                        |
| 4.4502      | 517      | 0.6063        | -                        |
| 4.4589      | 518      | 0.8358        | -                        |
| 4.4675      | 519      | 0.5488        | -                        |
| 4.4762      | 520      | 0.6069        | -                        |
| 4.4848      | 521      | 0.5637        | -                        |
| 4.4935      | 522      | 0.7727        | -                        |
| 4.5022      | 523      | 0.7557        | -                        |
| 4.5108      | 524      | 0.6675        | -                        |
| 4.5195      | 525      | 0.7055        | -                        |
| 4.5281      | 526      | 0.6239        | -                        |
| 4.5368      | 527      | 0.7006        | -                        |
| 4.5455      | 528      | 0.5229        | -                        |
| 4.5541      | 529      | 0.644         | -                        |
| 4.5628      | 530      | 0.9475        | -                        |
| 4.5714      | 531      | 0.7377        | -                        |
| 4.5801      | 532      | 0.5197        | -                        |
| 4.5887      | 533      | 0.719         | -                        |
| 4.5974      | 534      | 0.567         | -                        |
| 4.6061      | 535      | 0.6702        | -                        |
| 4.6147      | 536      | 0.426         | -                        |
| 4.6234      | 537      | 0.7309        | -                        |
| 4.6320      | 538      | 0.6186        | -                        |
| 4.6407      | 539      | 0.7609        | -                        |
| 4.6494      | 540      | 0.6534        | -                        |
| 4.6580      | 541      | 0.631         | -                        |
| 4.6667      | 542      | 0.6848        | -                        |
| 4.6753      | 543      | 0.7369        | -                        |
| 4.6840      | 544      | 0.6701        | -                        |
| 4.6926      | 545      | 0.7026        | -                        |
| 4.7013      | 546      | 0.8015        | -                        |
| 4.7100      | 547      | 0.7156        | -                        |
| 4.7186      | 548      | 0.777         | -                        |
| 4.7273      | 549      | 0.7183        | -                        |
| 4.7359      | 550      | 0.6676        | -                        |
| 4.7446      | 551      | 0.7282        | -                        |
| 4.7532      | 552      | 0.8139        | -                        |
| 4.7619      | 553      | 0.6971        | -                        |
| 4.7706      | 554      | 0.789         | -                        |
| 4.7792      | 555      | 0.7111        | -                        |
| 4.7879      | 556      | 0.7426        | -                        |
| 4.7965      | 557      | 0.6932        | -                        |
| 4.8052      | 558      | 0.7179        | -                        |
| 4.8139      | 559      | 0.6709        | -                        |
| 4.8225      | 560      | 0.5513        | -                        |
| 4.8312      | 561      | 0.6358        | -                        |
| 4.8398      | 562      | 0.8794        | -                        |
| 4.8485      | 563      | 0.8012        | -                        |
| 4.8571      | 564      | 0.7704        | -                        |
| 4.8658      | 565      | 0.5793        | -                        |
| 4.8745      | 566      | 0.6684        | -                        |
| 4.8831      | 567      | 0.7118        | -                        |
| 4.8918      | 568      | 0.5839        | -                        |
| 4.9004      | 569      | 0.6474        | -                        |
| 4.9091      | 570      | 0.4803        | -                        |
| 4.9177      | 571      | 0.6389        | -                        |
| 4.9264      | 572      | 0.5408        | -                        |
| 4.9351      | 573      | 0.6023        | -                        |
| 4.9437      | 574      | 0.6174        | -                        |
| 4.9524      | 575      | 0.673         | -                        |
| 4.9610      | 576      | 0.605         | -                        |
| 4.9697      | 577      | 0.6319        | -                        |
| 4.9784      | 578      | 0.7883        | -                        |
| 4.9870      | 579      | 0.6792        | -                        |
| 4.9957      | 580      | 0.8864        | -                        |
| 5.0043      | 581      | 0.4167        | 0.6309                   |
| 5.0065      | 582      | 0.361         | -                        |
| 5.0152      | 583      | 0.5761        | -                        |
| 5.0238      | 584      | 0.7297        | -                        |
| 5.0325      | 585      | 0.5485        | -                        |
| 5.0411      | 586      | 0.5697        | -                        |
| 5.0498      | 587      | 0.7429        | -                        |
| 5.0584      | 588      | 0.5572        | -                        |
| 5.0671      | 589      | 0.6251        | -                        |
| 5.0758      | 590      | 0.4716        | -                        |
| 5.0844      | 591      | 0.5014        | -                        |
| 5.0931      | 592      | 0.4096        | -                        |
| 5.1017      | 593      | 0.5018        | -                        |
| 5.1104      | 594      | 0.7192        | -                        |
| 5.1190      | 595      | 0.5647        | -                        |
| 5.1277      | 596      | 0.562         | -                        |
| 5.1364      | 597      | 0.5774        | -                        |
| 5.1450      | 598      | 0.5949        | -                        |
| 5.1537      | 599      | 0.6975        | -                        |
| 5.1623      | 600      | 0.8957        | -                        |
| 5.1710      | 601      | 0.5849        | -                        |
| 5.1797      | 602      | 0.7162        | -                        |
| 5.1883      | 603      | 0.8138        | -                        |
| 5.1970      | 604      | 0.7155        | -                        |
| 5.2056      | 605      | 0.6464        | -                        |
| 5.2143      | 606      | 0.5768        | -                        |
| 5.2229      | 607      | 0.5527        | -                        |
| 5.2316      | 608      | 0.4823        | -                        |
| 5.2403      | 609      | 0.6437        | -                        |
| 5.2489      | 610      | 0.7543        | -                        |
| 5.2576      | 611      | 0.6033        | -                        |
| 5.2662      | 612      | 0.5855        | -                        |
| 5.2749      | 613      | 0.5909        | -                        |
| 5.2835      | 614      | 0.6631        | -                        |
| 5.2922      | 615      | 0.642         | -                        |
| 5.3009      | 616      | 0.7049        | -                        |
| 5.3095      | 617      | 0.5592        | -                        |
| 5.3182      | 618      | 0.8025        | -                        |
| 5.3268      | 619      | 0.6697        | -                        |
| 5.3355      | 620      | 0.5803        | -                        |
| 5.3442      | 621      | 0.5033        | -                        |
| 5.3528      | 622      | 0.6487        | -                        |
| 5.3615      | 623      | 0.5773        | -                        |
| 5.3701      | 624      | 0.6942        | -                        |
| 5.3788      | 625      | 0.705         | -                        |
| 5.3874      | 626      | 0.4615        | -                        |
| 5.3961      | 627      | 0.6896        | -                        |
| 5.4048      | 628      | 0.574         | -                        |
| 5.4134      | 629      | 0.5646        | -                        |
| 5.4221      | 630      | 0.6161        | -                        |
| 5.4307      | 631      | 0.62          | -                        |
| 5.4394      | 632      | 0.6008        | -                        |
| 5.4481      | 633      | 0.6211        | -                        |
| 5.4567      | 634      | 0.6955        | -                        |
| 5.4654      | 635      | 0.653         | -                        |
| 5.4740      | 636      | 0.5276        | -                        |
| 5.4827      | 637      | 0.4808        | -                        |
| 5.4913      | 638      | 0.7161        | -                        |
| 5.5         | 639      | 0.8616        | -                        |
| 5.5087      | 640      | 0.512         | -                        |
| 5.5173      | 641      | 0.6684        | -                        |
| 5.5260      | 642      | 0.541         | -                        |
| 5.5346      | 643      | 0.6973        | -                        |
| 5.5433      | 644      | 0.6102        | -                        |
| 5.5519      | 645      | 0.5356        | -                        |
| 5.5606      | 646      | 0.746         | -                        |
| 5.5693      | 647      | 0.7803        | -                        |
| 5.5779      | 648      | 0.6416        | -                        |
| 5.5866      | 649      | 0.5584        | -                        |
| 5.5952      | 650      | 0.6438        | -                        |
| 5.6039      | 651      | 0.6314        | -                        |
| 5.6126      | 652      | 0.4553        | -                        |
| 5.6212      | 653      | 0.6072        | -                        |
| 5.6299      | 654      | 0.5339        | -                        |
| 5.6385      | 655      | 0.7554        | -                        |
| 5.6472      | 656      | 0.6722        | -                        |
| 5.6558      | 657      | 0.4837        | -                        |
| 5.6645      | 658      | 0.5541        | -                        |
| 5.6732      | 659      | 0.7474        | -                        |
| 5.6818      | 660      | 0.6365        | -                        |
| 5.6905      | 661      | 0.5829        | -                        |
| 5.6991      | 662      | 0.6911        | -                        |
| 5.7078      | 663      | 0.7004        | -                        |
| 5.7165      | 664      | 0.7334        | -                        |
| 5.7251      | 665      | 0.6566        | -                        |
| 5.7338      | 666      | 0.6036        | -                        |
| 5.7424      | 667      | 0.7154        | -                        |
| 5.7511      | 668      | 0.6535        | -                        |
| 5.7597      | 669      | 0.7195        | -                        |
| 5.7684      | 670      | 0.6096        | -                        |
| 5.7771      | 671      | 0.5585        | -                        |
| 5.7857      | 672      | 0.7309        | -                        |
| 5.7944      | 673      | 0.6704        | -                        |
| 5.8030      | 674      | 0.6668        | -                        |
| 5.8117      | 675      | 0.6278        | -                        |
| 5.8203      | 676      | 0.5564        | -                        |
| 5.8290      | 677      | 0.5742        | -                        |
| 5.8377      | 678      | 0.8192        | -                        |
| 5.8463      | 679      | 0.7909        | -                        |
| 5.8550      | 680      | 0.6763        | -                        |
| 5.8636      | 681      | 0.6167        | -                        |
| 5.8723      | 682      | 0.4931        | -                        |
| 5.8810      | 683      | 0.776         | -                        |
| 5.8896      | 684      | 0.5377        | -                        |
| 5.8983      | 685      | 0.5475        | -                        |
| 5.9069      | 686      | 0.499         | -                        |
| 5.9156      | 687      | 0.6195        | -                        |
| 5.9242      | 688      | 0.4167        | -                        |
| 5.9329      | 689      | 0.6015        | -                        |
| 5.9416      | 690      | 0.6208        | -                        |
| 5.9502      | 691      | 0.5888        | -                        |
| 5.9589      | 692      | 0.5349        | -                        |
| 5.9675      | 693      | 0.6403        | -                        |
| 5.9762      | 694      | 0.632         | -                        |
| 5.9848      | 695      | 0.7104        | -                        |
| 5.9935      | 696      | 0.7362        | -                        |
| 6.0022      | 697      | 0.5433        | 0.6325                   |
| 6.0043      | 698      | 0.1761        | -                        |
| 6.0130      | 699      | 0.6201        | -                        |
| 6.0216      | 700      | 0.6384        | -                        |
| 6.0303      | 701      | 0.5522        | -                        |
| 6.0390      | 702      | 0.4992        | -                        |
| 6.0476      | 703      | 0.6028        | -                        |
| 6.0563      | 704      | 0.6983        | -                        |
| 6.0649      | 705      | 0.4941        | -                        |
| 6.0736      | 706      | 0.5431        | -                        |
| 6.0823      | 707      | 0.433         | -                        |
| 6.0909      | 708      | 0.4018        | -                        |
| 6.0996      | 709      | 0.4209        | -                        |
| 6.1082      | 710      | 0.6806        | -                        |
| 6.1169      | 711      | 0.5421        | -                        |
| 6.1255      | 712      | 0.4941        | -                        |
| 6.1342      | 713      | 0.5704        | -                        |
| 6.1429      | 714      | 0.6142        | -                        |
| 6.1515      | 715      | 0.564         | -                        |
| 6.1602      | 716      | 0.8604        | -                        |
| 6.1688      | 717      | 0.6427        | -                        |
| 6.1775      | 718      | 0.6807        | -                        |
| 6.1861      | 719      | 0.7049        | -                        |
| 6.1948      | 720      | 0.7057        | -                        |
| 6.2035      | 721      | 0.6084        | -                        |
| 6.2121      | 722      | 0.5094        | -                        |
| 6.2208      | 723      | 0.5798        | -                        |
| 6.2294      | 724      | 0.5194        | -                        |
| 6.2381      | 725      | 0.4825        | -                        |
| 6.2468      | 726      | 0.734         | -                        |
| 6.2554      | 727      | 0.5662        | -                        |
| 6.2641      | 728      | 0.6026        | -                        |
| 6.2727      | 729      | 0.5608        | -                        |
| 6.2814      | 730      | 0.5832        | -                        |
| 6.2900      | 731      | 0.5897        | -                        |
| 6.2987      | 732      | 0.7053        | -                        |
| 6.3074      | 733      | 0.5856        | -                        |
| 6.3160      | 734      | 0.7739        | -                        |
| 6.3247      | 735      | 0.5639        | -                        |
| 6.3333      | 736      | 0.5747        | -                        |
| 6.3420      | 737      | 0.5472        | -                        |
| 6.3506      | 738      | 0.5143        | -                        |
| 6.3593      | 739      | 0.5549        | -                        |
| 6.3680      | 740      | 0.6318        | -                        |
| 6.3766      | 741      | 0.6916        | -                        |
| 6.3853      | 742      | 0.4592        | -                        |
| 6.3939      | 743      | 0.6455        | -                        |
| 6.4026      | 744      | 0.5864        | -                        |
| 6.4113      | 745      | 0.4685        | -                        |
| 6.4199      | 746      | 0.4985        | -                        |
| 6.4286      | 747      | 0.6013        | -                        |
| 6.4372      | 748      | 0.5754        | -                        |
| 6.4459      | 749      | 0.5664        | -                        |
| 6.4545      | 750      | 0.6749        | -                        |
| 6.4632      | 751      | 0.5999        | -                        |
| 6.4719      | 752      | 0.5119        | -                        |
| 6.4805      | 753      | 0.4808        | -                        |
| 6.4892      | 754      | 0.6169        | -                        |
| 6.4978      | 755      | 0.8387        | -                        |
| 6.5065      | 756      | 0.5524        | -                        |
| 6.5152      | 757      | 0.574         | -                        |
| 6.5238      | 758      | 0.545         | -                        |
| 6.5325      | 759      | 0.5861        | -                        |
| 6.5411      | 760      | 0.5618        | -                        |
| 6.5498      | 761      | 0.4392        | -                        |
| 6.5584      | 762      | 0.6996        | -                        |
| 6.5671      | 763      | 0.899         | -                        |
| 6.5758      | 764      | 0.591         | -                        |
| 6.5844      | 765      | 0.55          | -                        |
| 6.5931      | 766      | 0.5713        | -                        |
| 6.6017      | 767      | 0.6471        | -                        |
| 6.6104      | 768      | 0.4395        | -                        |
| 6.6190      | 769      | 0.4946        | -                        |
| 6.6277      | 770      | 0.5259        | -                        |
| 6.6364      | 771      | 0.6609        | -                        |
| 6.6450      | 772      | 0.6614        | -                        |
| 6.6537      | 773      | 0.5454        | -                        |
| 6.6623      | 774      | 0.4781        | -                        |
| 6.6710      | 775      | 0.6994        | -                        |
| 6.6797      | 776      | 0.6476        | -                        |
| 6.6883      | 777      | 0.5413        | -                        |
| 6.6970      | 778      | 0.6476        | -                        |
| 6.7056      | 779      | 0.7579        | -                        |
| 6.7143      | 780      | 0.6715        | -                        |
| 6.7229      | 781      | 0.6025        | -                        |
| 6.7316      | 782      | 0.6206        | -                        |
| 6.7403      | 783      | 0.6893        | -                        |
| 6.7489      | 784      | 0.5916        | -                        |
| 6.7576      | 785      | 0.717         | -                        |
| 6.7662      | 786      | 0.6101        | -                        |
| 6.7749      | 787      | 0.5884        | -                        |
| 6.7835      | 788      | 0.7054        | -                        |
| 6.7922      | 789      | 0.6587        | -                        |
| 6.8009      | 790      | 0.5947        | -                        |
| 6.8095      | 791      | 0.6416        | -                        |
| 6.8182      | 792      | 0.5368        | -                        |
| 6.8268      | 793      | 0.5588        | -                        |
| 6.8355      | 794      | 0.6974        | -                        |
| 6.8442      | 795      | 0.6955        | -                        |
| 6.8528      | 796      | 0.7736        | -                        |
| 6.8615      | 797      | 0.5564        | -                        |
| 6.8701      | 798      | 0.4599        | -                        |
| 6.8788      | 799      | 0.6359        | -                        |
| 6.8874      | 800      | 0.6195        | -                        |
| 6.8961      | 801      | 0.4311        | -                        |
| 6.9048      | 802      | 0.5357        | -                        |
| 6.9134      | 803      | 0.4687        | -                        |
| 6.9221      | 804      | 0.4288        | -                        |
| 6.9307      | 805      | 0.5492        | -                        |
| 6.9394      | 806      | 0.5453        | -                        |
| 6.9481      | 807      | 0.5603        | -                        |
| 6.9567      | 808      | 0.5857        | -                        |
| 6.9654      | 809      | 0.6505        | -                        |
| 6.9740      | 810      | 0.4738        | -                        |
| 6.9827      | 811      | 0.7274        | -                        |
| 6.9913      | 812      | 0.7269        | -                        |
| 7.0         | 813      | 0.6318        | 0.6293                   |
| 7.0022      | 814      | 0.0983        | -                        |
| 7.0108      | 815      | 0.6407        | -                        |
| 7.0195      | 816      | 0.4545        | -                        |
| 7.0281      | 817      | 0.7121        | -                        |
| 7.0368      | 818      | 0.4351        | -                        |
| 7.0455      | 819      | 0.6021        | -                        |
| 7.0541      | 820      | 0.5677        | -                        |
| 7.0628      | 821      | 0.5445        | -                        |
| 7.0714      | 822      | 0.5247        | -                        |
| 7.0801      | 823      | 0.4017        | -                        |
| 7.0887      | 824      | 0.4098        | -                        |
| 7.0974      | 825      | 0.4005        | -                        |
| 7.1061      | 826      | 0.5428        | -                        |
| 7.1147      | 827      | 0.5613        | -                        |
| 7.1234      | 828      | 0.4132        | -                        |
| 7.1320      | 829      | 0.5858        | -                        |
| 7.1407      | 830      | 0.5571        | -                        |
| 7.1494      | 831      | 0.5287        | -                        |
| 7.1580      | 832      | 0.7629        | -                        |
| 7.1667      | 833      | 0.6322        | -                        |
| 7.1753      | 834      | 0.5338        | -                        |
| 7.1840      | 835      | 0.6758        | -                        |
| 7.1926      | 836      | 0.7603        | -                        |
| 7.2013      | 837      | 0.5811        | -                        |
| 7.2100      | 838      | 0.5119        | -                        |
| 7.2186      | 839      | 0.5412        | -                        |
| 7.2273      | 840      | 0.4669        | -                        |
| 7.2359      | 841      | 0.4461        | -                        |
| 7.2446      | 842      | 0.6679        | -                        |
| 7.2532      | 843      | 0.5277        | -                        |
| 7.2619      | 844      | 0.6006        | -                        |
| 7.2706      | 845      | 0.4849        | -                        |
| 7.2792      | 846      | 0.4925        | -                        |
| 7.2879      | 847      | 0.5888        | -                        |
| 7.2965      | 848      | 0.6009        | -                        |
| 7.3052      | 849      | 0.6375        | -                        |
| 7.3139      | 850      | 0.6796        | -                        |
| 7.3225      | 851      | 0.5023        | -                        |
| 7.3312      | 852      | 0.6202        | -                        |
| 7.3398      | 853      | 0.58          | -                        |
| 7.3485      | 854      | 0.4876        | -                        |
| 7.3571      | 855      | 0.5672        | -                        |
| 7.3658      | 856      | 0.5225        | -                        |
| 7.3745      | 857      | 0.698         | -                        |
| 7.3831      | 858      | 0.4055        | -                        |
| 7.3918      | 859      | 0.6324        | -                        |
| 7.4004      | 860      | 0.5692        | -                        |
| 7.4091      | 861      | 0.5462        | -                        |
| 7.4177      | 862      | 0.483         | -                        |
| 7.4264      | 863      | 0.5553        | -                        |
| 7.4351      | 864      | 0.4885        | -                        |
| 7.4437      | 865      | 0.6311        | -                        |
| 7.4524      | 866      | 0.5495        | -                        |
| 7.4610      | 867      | 0.6613        | -                        |
| 7.4697      | 868      | 0.44          | -                        |
| 7.4784      | 869      | 0.5102        | -                        |
| 7.4870      | 870      | 0.5201        | -                        |
| 7.4957      | 871      | 0.6684        | -                        |
| 7.5043      | 872      | 0.5732        | -                        |
| 7.5130      | 873      | 0.5883        | -                        |
| 7.5216      | 874      | 0.5398        | -                        |
| 7.5303      | 875      | 0.5602        | -                        |
| 7.5390      | 876      | 0.6165        | -                        |
| 7.5476      | 877      | 0.4063        | -                        |
| 7.5563      | 878      | 0.6351        | -                        |
| 7.5649      | 879      | 0.8457        | -                        |
| 7.5736      | 880      | 0.6689        | -                        |
| 7.5823      | 881      | 0.4791        | -                        |
| 7.5909      | 882      | 0.5289        | -                        |
| 7.5996      | 883      | 0.5485        | -                        |
| 7.6082      | 884      | 0.5154        | -                        |
| 7.6169      | 885      | 0.4114        | -                        |
| 7.6255      | 886      | 0.5339        | -                        |
| 7.6342      | 887      | 0.5826        | -                        |
| 7.6429      | 888      | 0.6928        | -                        |
| 7.6515      | 889      | 0.543         | -                        |
| 7.6602      | 890      | 0.4256        | -                        |
| 7.6688      | 891      | 0.5765        | -                        |
| 7.6775      | 892      | 0.6505        | -                        |
| 7.6861      | 893      | 0.5292        | -                        |
| 7.6948      | 894      | 0.6221        | -                        |
| 7.7035      | 895      | 0.6638        | -                        |
| 7.7121      | 896      | 0.6424        | -                        |
| 7.7208      | 897      | 0.5982        | -                        |
| 7.7294      | 898      | 0.6437        | -                        |
| 7.7381      | 899      | 0.5482        | -                        |
| 7.7468      | 900      | 0.5771        | -                        |
| 7.7554      | 901      | 0.6898        | -                        |
| 7.7641      | 902      | 0.5833        | -                        |
| 7.7727      | 903      | 0.6378        | -                        |
| 7.7814      | 904      | 0.6401        | -                        |
| 7.7900      | 905      | 0.615         | -                        |
| 7.7987      | 906      | 0.5983        | -                        |
| 7.8074      | 907      | 0.5896        | -                        |
| 7.8160      | 908      | 0.5269        | -                        |
| 7.8247      | 909      | 0.447         | -                        |
| 7.8333      | 910      | 0.6665        | -                        |
| 7.8420      | 911      | 0.6503        | -                        |
| 7.8506      | 912      | 0.6347        | -                        |
| 7.8593      | 913      | 0.6881        | -                        |
| 7.8680      | 914      | 0.4407        | -                        |
| 7.8766      | 915      | 0.5821        | -                        |
| 7.8853      | 916      | 0.5704        | -                        |
| 7.8939      | 917      | 0.4842        | -                        |
| 7.9026      | 918      | 0.4671        | -                        |
| 7.9113      | 919      | 0.4481        | -                        |
| 7.9199      | 920      | 0.4829        | -                        |
| 7.9286      | 921      | 0.5183        | -                        |
| 7.9372      | 922      | 0.4537        | -                        |
| 7.9459      | 923      | 0.5201        | -                        |
| 7.9545      | 924      | 0.556         | -                        |
| 7.9632      | 925      | 0.5351        | -                        |
| 7.9719      | 926      | 0.5008        | -                        |
| 7.9805      | 927      | 0.6858        | -                        |
| 7.9892      | 928      | 0.6888        | -                        |
| 7.9978      | 929      | 0.6955        | -                        |
| 8.0065      | 930      | 0.1073        | 0.6292                   |
| 8.0087      | 931      | 0.459         | -                        |
| 8.0173      | 932      | 0.4821        | -                        |
| 8.0260      | 933      | 0.6738        | -                        |
| 8.0346      | 934      | 0.4588        | -                        |
| 8.0433      | 935      | 0.4568        | -                        |
| 8.0519      | 936      | 0.634         | -                        |
| 8.0606      | 937      | 0.5481        | -                        |
| 8.0693      | 938      | 0.4858        | -                        |
| 8.0779      | 939      | 0.3867        | -                        |
| 8.0866      | 940      | 0.4213        | -                        |
| 8.0952      | 941      | 0.3434        | -                        |
| 8.1039      | 942      | 0.4755        | -                        |
| 8.1126      | 943      | 0.5185        | -                        |
| 8.1212      | 944      | 0.5014        | -                        |
| 8.1299      | 945      | 0.5092        | -                        |
| 8.1385      | 946      | 0.4955        | -                        |
| 8.1472      | 947      | 0.5054        | -                        |
| 8.1558      | 948      | 0.6603        | -                        |
| 8.1645      | 949      | 0.6714        | -                        |
| 8.1732      | 950      | 0.5043        | -                        |
| 8.1818      | 951      | 0.6951        | -                        |
| 8.1905      | 952      | 0.7849        | -                        |
| 8.1991      | 953      | 0.5115        | -                        |
| 8.2078      | 954      | 0.5511        | -                        |
| 8.2165      | 955      | 0.5565        | -                        |
| 8.2251      | 956      | 0.4899        | -                        |
| 8.2338      | 957      | 0.4052        | -                        |
| 8.2424      | 958      | 0.5863        | -                        |
| 8.2511      | 959      | 0.586         | -                        |
| 8.2597      | 960      | 0.5092        | -                        |
| 8.2684      | 961      | 0.4371        | -                        |
| 8.2771      | 962      | 0.5303        | -                        |
| 8.2857      | 963      | 0.5991        | -                        |
| 8.2944      | 964      | 0.5569        | -                        |
| 8.3030      | 965      | 0.6273        | -                        |
| 8.3117      | 966      | 0.5022        | -                        |
| 8.3203      | 967      | 0.653         | -                        |
| 8.3290      | 968      | 0.5024        | -                        |
| 8.3377      | 969      | 0.5064        | -                        |
| 8.3463      | 970      | 0.4567        | -                        |
| 8.3550      | 971      | 0.538         | -                        |
| 8.3636      | 972      | 0.4893        | -                        |
| 8.3723      | 973      | 0.6168        | -                        |
| 8.3810      | 974      | 0.522         | -                        |
| 8.3896      | 975      | 0.522         | -                        |
| 8.3983      | 976      | 0.4981        | -                        |
| 8.4069      | 977      | 0.5324        | -                        |
| 8.4156      | 978      | 0.4522        | -                        |
| 8.4242      | 979      | 0.552         | -                        |
| 8.4329      | 980      | 0.4966        | -                        |
| 8.4416      | 981      | 0.516         | -                        |
| 8.4502      | 982      | 0.5343        | -                        |
| 8.4589      | 983      | 0.6777        | -                        |
| 8.4675      | 984      | 0.3902        | -                        |
| 8.4762      | 985      | 0.5105        | -                        |
| 8.4848      | 986      | 0.463         | -                        |
| 8.4935      | 987      | 0.6081        | -                        |
| 8.5022      | 988      | 0.6163        | -                        |
| 8.5108      | 989      | 0.5533        | -                        |
| 8.5195      | 990      | 0.5574        | -                        |
| 8.5281      | 991      | 0.5217        | -                        |
| 8.5368      | 992      | 0.5708        | -                        |
| 8.5455      | 993      | 0.4024        | -                        |
| 8.5541      | 994      | 0.5615        | -                        |
| 8.5628      | 995      | 0.7756        | -                        |
| 8.5714      | 996      | 0.6749        | -                        |
| 8.5801      | 997      | 0.4135        | -                        |
| 8.5887      | 998      | 0.6127        | -                        |
| 8.5974      | 999      | 0.4817        | -                        |
| 8.6061      | 1000     | 0.5392        | -                        |
| 8.6147      | 1001     | 0.321         | -                        |
| 8.6234      | 1002     | 0.57          | -                        |
| 8.6320      | 1003     | 0.5023        | -                        |
| 8.6407      | 1004     | 0.6535        | -                        |
| 8.6494      | 1005     | 0.5281        | -                        |
| 8.6580      | 1006     | 0.5025        | -                        |
| 8.6667      | 1007     | 0.5202        | -                        |
| 8.6753      | 1008     | 0.5838        | -                        |
| 8.6840      | 1009     | 0.5453        | -                        |
| 8.6926      | 1010     | 0.5606        | -                        |
| 8.7013      | 1011     | 0.6472        | -                        |
| 8.7100      | 1012     | 0.6058        | -                        |
| 8.7186      | 1013     | 0.5865        | -                        |
| 8.7273      | 1014     | 0.5955        | -                        |
| 8.7359      | 1015     | 0.5134        | -                        |
| 8.7446      | 1016     | 0.5904        | -                        |
| 8.7532      | 1017     | 0.6586        | -                        |
| 8.7619      | 1018     | 0.5498        | -                        |
| 8.7706      | 1019     | 0.6264        | -                        |
| 8.7792      | 1020     | 0.581         | -                        |
| 8.7879      | 1021     | 0.5949        | -                        |
| 8.7965      | 1022     | 0.5998        | -                        |
| 8.8052      | 1023     | 0.5603        | -                        |
| 8.8139      | 1024     | 0.5508        | -                        |
| 8.8225      | 1025     | 0.4429        | -                        |
| 8.8312      | 1026     | 0.5176        | -                        |
| 8.8398      | 1027     | 0.6844        | -                        |
| 8.8485      | 1028     | 0.7031        | -                        |
| 8.8571      | 1029     | 0.5948        | -                        |
| 8.8658      | 1030     | 0.4505        | -                        |
| 8.8745      | 1031     | 0.549         | -                        |
| 8.8831      | 1032     | 0.5811        | -                        |
| 8.8918      | 1033     | 0.434         | -                        |
| 8.9004      | 1034     | 0.4889        | -                        |
| 8.9091      | 1035     | 0.3921        | -                        |
| 8.9177      | 1036     | 0.5008        | -                        |
| 8.9264      | 1037     | 0.4313        | -                        |
| 8.9351      | 1038     | 0.4924        | -                        |
| 8.9437      | 1039     | 0.486         | -                        |
| 8.9524      | 1040     | 0.5341        | -                        |
| 8.9610      | 1041     | 0.4845        | -                        |
| 8.9697      | 1042     | 0.4565        | -                        |
| 8.9784      | 1043     | 0.6779        | -                        |
| 8.9870      | 1044     | 0.5206        | -                        |
| 8.9957      | 1045     | 0.7314        | -                        |
| 9.0043      | 1046     | 0.2946        | 0.6298                   |
| 9.0065      | 1047     | 0.289         | -                        |
| 9.0152      | 1048     | 0.4586        | -                        |
| 9.0238      | 1049     | 0.6413        | -                        |
| 9.0325      | 1050     | 0.4596        | -                        |
| 9.0411      | 1051     | 0.4609        | -                        |
| 9.0498      | 1052     | 0.6113        | -                        |
| 9.0584      | 1053     | 0.4587        | -                        |
| 9.0671      | 1054     | 0.4515        | -                        |
| 9.0758      | 1055     | 0.4161        | -                        |
| 9.0844      | 1056     | 0.4189        | -                        |
| 9.0931      | 1057     | 0.3172        | -                        |
| 9.1017      | 1058     | 0.4089        | -                        |
| 9.1104      | 1059     | 0.5728        | -                        |
| 9.1190      | 1060     | 0.4266        | -                        |
| 9.1277      | 1061     | 0.4621        | -                        |
| 9.1364      | 1062     | 0.4807        | -                        |
| 9.1450      | 1063     | 0.4808        | -                        |
| 9.1537      | 1064     | 0.5715        | -                        |
| 9.1623      | 1065     | 0.758         | -                        |
| 9.1710      | 1066     | 0.5175        | -                        |
| 9.1797      | 1067     | 0.5794        | -                        |
| 9.1883      | 1068     | 0.673         | -                        |
| 9.1970      | 1069     | 0.6058        | -                        |
| 9.2056      | 1070     | 0.5409        | -                        |
| 9.2143      | 1071     | 0.4936        | -                        |
| 9.2229      | 1072     | 0.4294        | -                        |
| 9.2316      | 1073     | 0.4012        | -                        |
| 9.2403      | 1074     | 0.4824        | -                        |
| 9.2489      | 1075     | 0.5908        | -                        |
| 9.2576      | 1076     | 0.4818        | -                        |
| 9.2662      | 1077     | 0.4433        | -                        |
| 9.2749      | 1078     | 0.4945        | -                        |
| 9.2835      | 1079     | 0.5677        | -                        |
| 9.2922      | 1080     | 0.5777        | -                        |
| 9.3009      | 1081     | 0.6044        | -                        |
| 9.3095      | 1082     | 0.4712        | -                        |
| 9.3182      | 1083     | 0.7037        | -                        |
| 9.3268      | 1084     | 0.559         | -                        |
| 9.3355      | 1085     | 0.4611        | -                        |
| 9.3442      | 1086     | 0.4305        | -                        |
| 9.3528      | 1087     | 0.5776        | -                        |
| 9.3615      | 1088     | 0.4794        | -                        |
| 9.3701      | 1089     | 0.5638        | -                        |
| 9.3788      | 1090     | 0.5857        | -                        |
| 9.3874      | 1091     | 0.3689        | -                        |
| 9.3961      | 1092     | 0.5691        | -                        |
| 9.4048      | 1093     | 0.496         | -                        |
| 9.4134      | 1094     | 0.4509        | -                        |
| 9.4221      | 1095     | 0.4598        | -                        |
| 9.4307      | 1096     | 0.5445        | -                        |
| 9.4394      | 1097     | 0.4558        | -                        |
| 9.4481      | 1098     | 0.5178        | -                        |
| 9.4567      | 1099     | 0.5977        | -                        |
| 9.4654      | 1100     | 0.526         | -                        |
| 9.4740      | 1101     | 0.4749        | -                        |
| 9.4827      | 1102     | 0.381         | -                        |
| 9.4913      | 1103     | 0.5734        | -                        |
| 9.5         | 1104     | 0.7813        | -                        |
| 9.5087      | 1105     | 0.4797        | -                        |
| 9.5173      | 1106     | 0.5617        | -                        |
| 9.5260      | 1107     | 0.4549        | -                        |
| 9.5346      | 1108     | 0.5801        | -                        |
| 9.5433      | 1109     | 0.4825        | -                        |
| 9.5519      | 1110     | 0.4424        | -                        |
| 9.5606      | 1111     | 0.7043        | -                        |
| 9.5693      | 1112     | 0.6811        | -                        |
| 9.5779      | 1113     | 0.5363        | -                        |
| 9.5866      | 1114     | 0.4692        | -                        |
| 9.5952      | 1115     | 0.5349        | -                        |
| 9.6039      | 1116     | 0.5042        | -                        |
| 9.6126      | 1117     | 0.34          | -                        |
| 9.6212      | 1118     | 0.5156        | -                        |
| 9.6299      | 1119     | 0.4724        | -                        |
| 9.6385      | 1120     | 0.636         | -                        |
| 9.6472      | 1121     | 0.5524        | -                        |
| 9.6558      | 1122     | 0.4034        | -                        |
| 9.6645      | 1123     | 0.4437        | -                        |
| 9.6732      | 1124     | 0.662         | -                        |
| 9.6818      | 1125     | 0.5387        | -                        |
| 9.6905      | 1126     | 0.5011        | -                        |
| 9.6991      | 1127     | 0.6256        | -                        |
| 9.7078      | 1128     | 0.6056        | -                        |
| 9.7165      | 1129     | 0.6075        | -                        |
| 9.7251      | 1130     | 0.5471        | -                        |
| 9.7338      | 1131     | 0.5096        | -                        |
| 9.7424      | 1132     | 0.6089        | -                        |
| 9.7511      | 1133     | 0.553         | -                        |
| 9.7597      | 1134     | 0.6214        | -                        |
| 9.7684      | 1135     | 0.5443        | -                        |
| 9.7771      | 1136     | 0.5059        | -                        |
| 9.7857      | 1137     | 0.6793        | -                        |
| 9.7944      | 1138     | 0.5744        | -                        |
| 9.8030      | 1139     | 0.5362        | -                        |
| 9.8117      | 1140     | 0.4819        | -                        |
| 9.8203      | 1141     | 0.4453        | -                        |
| 9.8290      | 1142     | 0.4831        | -                        |
| 9.8377      | 1143     | 0.6973        | -                        |
| 9.8463      | 1144     | 0.6737        | -                        |
| 9.8550      | 1145     | 0.5713        | -                        |
| 9.8636      | 1146     | 0.5387        | -                        |
| 9.8723      | 1147     | 0.4288        | -                        |
| 9.8810      | 1148     | 0.687         | -                        |
| 9.8896      | 1149     | 0.4825        | -                        |
| 9.8983      | 1150     | 0.4387        | -                        |
| 9.9069      | 1151     | 0.4033        | -                        |
| 9.9156      | 1152     | 0.4953        | -                        |
| 9.9242      | 1153     | 0.3221        | -                        |
| 9.9329      | 1154     | 0.5014        | -                        |
| 9.9416      | 1155     | 0.5065        | -                        |
| 9.9502      | 1156     | 0.5212        | -                        |
| 9.9589      | 1157     | 0.4778        | -                        |
| 9.9675      | 1158     | 0.5255        | -                        |
| 9.9762      | 1159     | 0.5302        | -                        |
| 9.9848      | 1160     | 0.6001        | -                        |
| 9.9935      | 1161     | 0.6904        | -                        |
| **10.0022** | **1162** | **0.4039**    | **0.6309**               |
| 10.0043     | 1163     | 0.138         | -                        |
| 10.0130     | 1164     | 0.5488        | -                        |
| 10.0216     | 1165     | 0.5587        | -                        |
| 10.0303     | 1166     | 0.4804        | -                        |
| 10.0390     | 1167     | 0.3777        | -                        |
| 10.0476     | 1168     | 0.5298        | -                        |
| 10.0563     | 1169     | 0.6425        | -                        |
| 10.0649     | 1170     | 0.3939        | -                        |
| 10.0736     | 1171     | 0.4671        | -                        |
| 10.0823     | 1172     | 0.3776        | -                        |
| 10.0909     | 1173     | 0.3224        | -                        |
| 10.0996     | 1174     | 0.3612        | -                        |
| 10.1082     | 1175     | 0.575         | -                        |
| 10.1169     | 1176     | 0.4099        | -                        |
| 10.1255     | 1177     | 0.3792        | -                        |
| 10.1342     | 1178     | 0.4984        | -                        |
| 10.1429     | 1179     | 0.5173        | -                        |
| 10.1515     | 1180     | 0.4526        | -                        |
| 10.1602     | 1181     | 0.6919        | -                        |
| 10.1688     | 1182     | 0.5715        | -                        |
| 10.1775     | 1183     | 0.5702        | -                        |
| 10.1861     | 1184     | 0.6673        | -                        |
| 10.1948     | 1185     | 0.6418        | -                        |
| 10.2035     | 1186     | 0.4654        | -                        |
| 10.2121     | 1187     | 0.4517        | -                        |
| 10.2208     | 1188     | 0.4572        | -                        |
| 10.2294     | 1189     | 0.427         | -                        |
| 10.2381     | 1190     | 0.3994        | -                        |
| 10.2468     | 1191     | 0.655         | -                        |
| 10.2554     | 1192     | 0.4727        | -                        |
| 10.2641     | 1193     | 0.468         | -                        |
| 10.2727     | 1194     | 0.4653        | -                        |
| 10.2814     | 1195     | 0.4937        | -                        |
| 10.2900     | 1196     | 0.5283        | -                        |
| 10.2987     | 1197     | 0.5656        | -                        |
| 10.3074     | 1198     | 0.4985        | -                        |
| 10.3160     | 1199     | 0.6688        | -                        |
| 10.3247     | 1200     | 0.4718        | -                        |
| 10.3333     | 1201     | 0.5206        | -                        |
| 10.3420     | 1202     | 0.4352        | -                        |
| 10.3506     | 1203     | 0.4659        | -                        |
| 10.3593     | 1204     | 0.5051        | -                        |
| 10.3680     | 1205     | 0.5452        | -                        |
| 10.3766     | 1206     | 0.6176        | -                        |
| 10.3853     | 1207     | 0.3907        | -                        |
| 10.3939     | 1208     | 0.5783        | -                        |
| 10.4026     | 1209     | 0.5007        | -                        |
| 10.4113     | 1210     | 0.405         | -                        |
| 10.4199     | 1211     | 0.4203        | -                        |
| 10.4286     | 1212     | 0.5408        | -                        |
| 10.4372     | 1213     | 0.5051        | -                        |
| 10.4459     | 1214     | 0.4891        | -                        |
| 10.4545     | 1215     | 0.5678        | -                        |
| 10.4632     | 1216     | 0.5265        | -                        |
| 10.4719     | 1217     | 0.4385        | -                        |
| 10.4805     | 1218     | 0.4166        | -                        |
| 10.4892     | 1219     | 0.5181        | -                        |
| 10.4978     | 1220     | 0.704         | -                        |
| 10.5065     | 1221     | 0.4616        | -                        |
| 10.5152     | 1222     | 0.4756        | -                        |
| 10.5238     | 1223     | 0.4841        | -                        |
| 10.5325     | 1224     | 0.5584        | -                        |
| 10.5411     | 1225     | 0.5004        | -                        |
| 10.5498     | 1226     | 0.3817        | -                        |
| 10.5584     | 1227     | 0.6102        | -                        |
| 10.5671     | 1228     | 0.7687        | -                        |
| 10.5758     | 1229     | 0.5308        | -                        |
| 10.5844     | 1230     | 0.452         | -                        |
| 10.5931     | 1231     | 0.5039        | -                        |
| 10.6017     | 1232     | 0.6055        | -                        |
| 10.6104     | 1233     | 0.3844        | -                        |
| 10.6190     | 1234     | 0.4218        | -                        |
| 10.6277     | 1235     | 0.4416        | -                        |
| 10.6364     | 1236     | 0.5421        | -                        |
| 10.6450     | 1237     | 0.5322        | -                        |
| 10.6537     | 1238     | 0.4721        | -                        |
| 10.6623     | 1239     | 0.4056        | -                        |
| 10.6710     | 1240     | 0.6013        | -                        |
| 10.6797     | 1241     | 0.5255        | -                        |
| 10.6883     | 1242     | 0.4308        | -                        |
| 10.6970     | 1243     | 0.5676        | -                        |
| 10.7056     | 1244     | 0.6479        | -                        |
| 10.7143     | 1245     | 0.5906        | -                        |
| 10.7229     | 1246     | 0.532         | -                        |
| 10.7316     | 1247     | 0.5369        | -                        |
| 10.7403     | 1248     | 0.6101        | -                        |
| 10.7489     | 1249     | 0.5431        | -                        |
| 10.7576     | 1250     | 0.6082        | -                        |
| 10.7662     | 1251     | 0.5268        | -                        |
| 10.7749     | 1252     | 0.5575        | -                        |
| 10.7835     | 1253     | 0.6384        | -                        |
| 10.7922     | 1254     | 0.5748        | -                        |
| 10.8009     | 1255     | 0.5649        | -                        |
| 10.8095     | 1256     | 0.5138        | -                        |
| 10.8182     | 1257     | 0.462         | -                        |
| 10.8268     | 1258     | 0.4283        | -                        |
| 10.8355     | 1259     | 0.6663        | -                        |
| 10.8442     | 1260     | 0.6701        | -                        |
| 10.8528     | 1261     | 0.7241        | -                        |
| 10.8615     | 1262     | 0.531         | -                        |
| 10.8701     | 1263     | 0.419         | -                        |
| 10.8788     | 1264     | 0.5243        | -                        |
| 10.8874     | 1265     | 0.5435        | -                        |
| 10.8961     | 1266     | 0.3779        | -                        |
| 10.9048     | 1267     | 0.4786        | -                        |
| 10.9134     | 1268     | 0.4009        | -                        |
| 10.9221     | 1269     | 0.3688        | -                        |
| 10.9307     | 1270     | 0.4826        | -                        |
| 10.9394     | 1271     | 0.463         | -                        |
| 10.9481     | 1272     | 0.4702        | -                        |
| 10.9567     | 1273     | 0.4832        | -                        |
| 10.9654     | 1274     | 0.5406        | -                        |
| 10.9740     | 1275     | 0.3679        | -                        |
| 10.9827     | 1276     | 0.665         | -                        |
| 10.9913     | 1277     | 0.6234        | -                        |
| 11.0        | 1278     | 0.5647        | 0.6328                   |
| 11.0022     | 1279     | 0.0752        | -                        |
| 11.0108     | 1280     | 0.5275        | -                        |
| 11.0195     | 1281     | 0.3868        | -                        |
| 11.0281     | 1282     | 0.6256        | -                        |
| 11.0368     | 1283     | 0.367         | -                        |
| 11.0455     | 1284     | 0.4882        | -                        |
| 11.0541     | 1285     | 0.5133        | -                        |
| 11.0628     | 1286     | 0.4792        | -                        |
| 11.0714     | 1287     | 0.4569        | -                        |
| 11.0801     | 1288     | 0.343         | -                        |
| 11.0887     | 1289     | 0.3211        | -                        |
| 11.0974     | 1290     | 0.3144        | -                        |
| 11.1061     | 1291     | 0.473         | -                        |
| 11.1147     | 1292     | 0.4542        | -                        |
| 11.1234     | 1293     | 0.3663        | -                        |
| 11.1320     | 1294     | 0.4938        | -                        |
| 11.1407     | 1295     | 0.4637        | -                        |
| 11.1494     | 1296     | 0.4742        | -                        |
| 11.1580     | 1297     | 0.6703        | -                        |
| 11.1667     | 1298     | 0.565         | -                        |
| 11.1753     | 1299     | 0.4693        | -                        |
| 11.1840     | 1300     | 0.611         | -                        |
| 11.1926     | 1301     | 0.6661        | -                        |
| 11.2013     | 1302     | 0.4809        | -                        |
| 11.2100     | 1303     | 0.4522        | -                        |
| 11.2186     | 1304     | 0.4558        | -                        |
| 11.2273     | 1305     | 0.3736        | -                        |
| 11.2359     | 1306     | 0.3751        | -                        |
| 11.2446     | 1307     | 0.6145        | -                        |
| 11.2532     | 1308     | 0.4541        | -                        |
| 11.2619     | 1309     | 0.5261        | -                        |
| 11.2706     | 1310     | 0.4238        | -                        |
| 11.2792     | 1311     | 0.4296        | -                        |
| 11.2879     | 1312     | 0.571         | -                        |
| 11.2965     | 1313     | 0.5237        | -                        |
| 11.3052     | 1314     | 0.5737        | -                        |
| 11.3139     | 1315     | 0.5907        | -                        |
| 11.3225     | 1316     | 0.4247        | -                        |
| 11.3312     | 1317     | 0.5088        | -                        |
| 11.3398     | 1318     | 0.4855        | -                        |
| 11.3485     | 1319     | 0.4466        | -                        |
| 11.3571     | 1320     | 0.5195        | -                        |
| 11.3658     | 1321     | 0.4342        | -                        |
| 11.3745     | 1322     | 0.5931        | -                        |
| 11.3831     | 1323     | 0.3858        | -                        |
| 11.3918     | 1324     | 0.574         | -                        |
| 11.4004     | 1325     | 0.4964        | -                        |
| 11.4091     | 1326     | 0.4535        | -                        |
| 11.4177     | 1327     | 0.3827        | -                        |
| 11.4264     | 1328     | 0.4909        | -                        |
| 11.4351     | 1329     | 0.4393        | -                        |
| 11.4437     | 1330     | 0.503         | -                        |
| 11.4524     | 1331     | 0.4652        | -                        |
| 11.4610     | 1332     | 0.5689        | -                        |
| 11.4697     | 1333     | 0.3687        | -                        |
| 11.4784     | 1334     | 0.4452        | -                        |
| 11.4870     | 1335     | 0.4505        | -                        |
| 11.4957     | 1336     | 0.6276        | -                        |
| 11.5043     | 1337     | 0.5335        | -                        |
| 11.5130     | 1338     | 0.516         | -                        |
| 11.5216     | 1339     | 0.4928        | -                        |
| 11.5303     | 1340     | 0.5267        | -                        |
| 11.5390     | 1341     | 0.5297        | -                        |
| 11.5476     | 1342     | 0.3845        | -                        |
| 11.5563     | 1343     | 0.5278        | -                        |
| 11.5649     | 1344     | 0.7476        | -                        |
| 11.5736     | 1345     | 0.6165        | -                        |
| 11.5823     | 1346     | 0.4645        | -                        |
| 11.5909     | 1347     | 0.474         | -                        |
| 11.5996     | 1348     | 0.5226        | -                        |
| 11.6082     | 1349     | 0.4623        | -                        |
| 11.6169     | 1350     | 0.358         | -                        |
| 11.6255     | 1351     | 0.4829        | -                        |
| 11.6342     | 1352     | 0.5048        | -                        |
| 11.6429     | 1353     | 0.6036        | -                        |
| 11.6515     | 1354     | 0.4636        | -                        |
| 11.6602     | 1355     | 0.395         | -                        |
| 11.6688     | 1356     | 0.4938        | -                        |
| 11.6775     | 1357     | 0.615         | -                        |
| 11.6861     | 1358     | 0.4713        | -                        |
| 11.6948     | 1359     | 0.5593        | -                        |
| 11.7035     | 1360     | 0.5867        | -                        |
| 11.7121     | 1361     | 0.5837        | -                        |
| 11.7208     | 1362     | 0.5604        | -                        |
| 11.7294     | 1363     | 0.5921        | -                        |
| 11.7381     | 1364     | 0.4883        | -                        |
| 11.7468     | 1365     | 0.5155        | -                        |
| 11.7554     | 1366     | 0.6476        | -                        |
| 11.7641     | 1367     | 0.5669        | -                        |
| 11.7727     | 1368     | 0.5497        | -                        |
| 11.7814     | 1369     | 0.5628        | -                        |
| 11.7900     | 1370     | 0.5638        | -                        |
| 11.7987     | 1371     | 0.5488        | -                        |
| 11.8074     | 1372     | 0.4876        | -                        |
| 11.8160     | 1373     | 0.4965        | -                        |
| 11.8247     | 1374     | 0.4073        | -                        |
| 11.8333     | 1375     | 0.5895        | -                        |
| 11.8420     | 1376     | 0.6314        | -                        |
| 11.8506     | 1377     | 0.5981        | -                        |
| 11.8593     | 1378     | 0.6069        | -                        |
| 11.8680     | 1379     | 0.3712        | -                        |
| 11.8766     | 1380     | 0.5786        | -                        |
| 11.8853     | 1381     | 0.5229        | -                        |
| 11.8939     | 1382     | 0.4629        | -                        |
| 11.9026     | 1383     | 0.3954        | -                        |
| 11.9113     | 1384     | 0.4073        | -                        |
| 11.9199     | 1385     | 0.4061        | -                        |
| 11.9286     | 1386     | 0.4772        | -                        |
| 11.9372     | 1387     | 0.442         | -                        |
| 11.9459     | 1388     | 0.4583        | -                        |
| 11.9545     | 1389     | 0.48          | -                        |
| 11.9632     | 1390     | 0.4688        | -                        |
| 11.9719     | 1391     | 0.4506        | -                        |
| 11.9805     | 1392     | 0.6412        | -                        |
| 11.9892     | 1393     | 0.6197        | -                        |
| 11.9978     | 1394     | 0.6069        | -                        |
| 12.0065     | 1395     | 0.0766        | 0.6308                   |
| 12.0087     | 1396     | 0.4194        | -                        |
| 12.0173     | 1397     | 0.3977        | -                        |
| 12.0260     | 1398     | 0.575         | -                        |
| 12.0346     | 1399     | 0.3988        | -                        |
| 12.0433     | 1400     | 0.4292        | -                        |
| 12.0519     | 1401     | 0.5677        | -                        |
| 12.0606     | 1402     | 0.5057        | -                        |
| 12.0693     | 1403     | 0.447         | -                        |
| 12.0779     | 1404     | 0.3676        | -                        |
| 12.0866     | 1405     | 0.3618        | -                        |
| 12.0952     | 1406     | 0.3369        | -                        |
| 12.1039     | 1407     | 0.4366        | -                        |
| 12.1126     | 1408     | 0.4554        | -                        |
| 12.1212     | 1409     | 0.438         | -                        |
| 12.1299     | 1410     | 0.4623        | -                        |
| 12.1385     | 1411     | 0.4519        | -                        |
| 12.1472     | 1412     | 0.4792        | -                        |
| 12.1558     | 1413     | 0.6448        | -                        |
| 12.1645     | 1414     | 0.5919        | -                        |
| 12.1732     | 1415     | 0.4439        | -                        |
| 12.1818     | 1416     | 0.6254        | -                        |
| 12.1905     | 1417     | 0.6867        | -                        |
| 12.1991     | 1418     | 0.4858        | -                        |
| 12.2078     | 1419     | 0.5247        | -                        |
| 12.2165     | 1420     | 0.5206        | -                        |
| 12.2251     | 1421     | 0.3791        | -                        |
| 12.2338     | 1422     | 0.3486        | -                        |
| 12.2424     | 1423     | 0.5623        | -                        |
| 12.2511     | 1424     | 0.5472        | -                        |
| 12.2597     | 1425     | 0.501         | -                        |
| 12.2684     | 1426     | 0.3658        | -                        |
| 12.2771     | 1427     | 0.427         | -                        |
| 12.2857     | 1428     | 0.55          | -                        |
| 12.2944     | 1429     | 0.5389        | -                        |
| 12.3030     | 1430     | 0.601         | -                        |
| 12.3117     | 1431     | 0.4281        | -                        |
| 12.3203     | 1432     | 0.5827        | -                        |
| 12.3290     | 1433     | 0.4799        | -                        |
| 12.3377     | 1434     | 0.4664        | -                        |
| 12.3463     | 1435     | 0.4134        | -                        |
| 12.3550     | 1436     | 0.5237        | -                        |
| 12.3636     | 1437     | 0.4357        | -                        |
| 12.3723     | 1438     | 0.5842        | -                        |
| 12.3810     | 1439     | 0.4751        | -                        |
| 12.3896     | 1440     | 0.4842        | -                        |
| 12.3983     | 1441     | 0.4643        | -                        |
| 12.4069     | 1442     | 0.4726        | -                        |
| 12.4156     | 1443     | 0.3779        | -                        |
| 12.4242     | 1444     | 0.5046        | -                        |
| 12.4329     | 1445     | 0.4202        | -                        |
| 12.4416     | 1446     | 0.4742        | -                        |
| 12.4502     | 1447     | 0.5148        | -                        |
| 12.4589     | 1448     | 0.6015        | -                        |
| 12.4675     | 1449     | 0.3856        | -                        |
| 12.4762     | 1450     | 0.4316        | -                        |
| 12.4848     | 1451     | 0.4171        | -                        |
| 12.4935     | 1452     | 0.5762        | -                        |
| 12.5022     | 1453     | 0.6035        | -                        |
| 12.5108     | 1454     | 0.5113        | -                        |
| 12.5195     | 1455     | 0.5098        | -                        |
| 12.5281     | 1456     | 0.468         | -                        |
| 12.5368     | 1457     | 0.5314        | -                        |
| 12.5455     | 1458     | 0.3761        | -                        |
| 12.5541     | 1459     | 0.5039        | -                        |
| 12.5628     | 1460     | 0.7329        | -                        |
| 12.5714     | 1461     | 0.6484        | -                        |
| 12.5801     | 1462     | 0.3605        | -                        |
| 12.5887     | 1463     | 0.5505        | -                        |
| 12.5974     | 1464     | 0.4275        | -                        |
| 12.6061     | 1465     | 0.5235        | -                        |
| 12.6147     | 1466     | 0.2997        | -                        |
| 12.6234     | 1467     | 0.5186        | -                        |
| 12.6320     | 1468     | 0.434         | -                        |
| 12.6407     | 1469     | 0.6209        | -                        |
| 12.6494     | 1470     | 0.5143        | -                        |
| 12.6580     | 1471     | 0.4516        | -                        |
| 12.6667     | 1472     | 0.4884        | -                        |
| 12.6753     | 1473     | 0.5524        | -                        |
| 12.6840     | 1474     | 0.504         | -                        |
| 12.6926     | 1475     | 0.521         | -                        |
| 12.7013     | 1476     | 0.6132        | -                        |
| 12.7100     | 1477     | 0.5367        | -                        |
| 12.7186     | 1478     | 0.588         | -                        |
| 12.7273     | 1479     | 0.588         | -                        |
| 12.7359     | 1480     | 0.4314        | -                        |
| 12.7446     | 1481     | 0.5411        | -                        |
| 12.7532     | 1482     | 0.5413        | -                        |
| 12.7619     | 1483     | 0.5773        | -                        |
| 12.7706     | 1484     | 0.6148        | -                        |
| 12.7792     | 1485     | 0.5527        | -                        |
| 12.7879     | 1486     | 0.591         | -                        |
| 12.7965     | 1487     | 0.5036        | -                        |
| 12.8052     | 1488     | 0.5067        | -                        |
| 12.8139     | 1489     | 0.5065        | -                        |
| 12.8225     | 1490     | 0.3709        | -                        |
| 12.8312     | 1491     | 0.449         | -                        |
| 12.8398     | 1492     | 0.7186        | -                        |
| 12.8485     | 1493     | 0.6695        | -                        |
| 12.8571     | 1494     | 0.5495        | -                        |
| 12.8658     | 1495     | 0.4541        | -                        |
| 12.8745     | 1496     | 0.5049        | -                        |
| 12.8831     | 1497     | 0.5705        | -                        |
| 12.8918     | 1498     | 0.4004        | -                        |
| 12.9004     | 1499     | 0.4942        | -                        |
| 12.9091     | 1500     | 0.3692        | -                        |
| 12.9177     | 1501     | 0.4546        | -                        |
| 12.9264     | 1502     | 0.3945        | -                        |
| 12.9351     | 1503     | 0.4457        | -                        |
| 12.9437     | 1504     | 0.4465        | -                        |
| 12.9524     | 1505     | 0.4991        | -                        |
| 12.9610     | 1506     | 0.4168        | -                        |
| 12.9697     | 1507     | 0.4398        | -                        |
| 12.9784     | 1508     | 0.6129        | -                        |
| 12.9870     | 1509     | 0.5171        | -                        |
| 12.9957     | 1510     | 0.68          | -                        |
| 13.0043     | 1511     | 0.257         | 0.6320                   |
| 13.0065     | 1512     | 0.2875        | -                        |
| 13.0152     | 1513     | 0.4426        | -                        |
| 13.0238     | 1514     | 0.5968        | -                        |
| 13.0325     | 1515     | 0.4575        | -                        |
| 13.0411     | 1516     | 0.4208        | -                        |
| 13.0498     | 1517     | 0.6111        | -                        |
| 13.0584     | 1518     | 0.4491        | -                        |
| 13.0671     | 1519     | 0.4238        | -                        |
| 13.0758     | 1520     | 0.3598        | -                        |
| 13.0844     | 1521     | 0.3611        | -                        |
| 13.0931     | 1522     | 0.3166        | -                        |
| 13.1017     | 1523     | 0.3495        | -                        |
| 13.1104     | 1524     | 0.504         | -                        |
| 13.1190     | 1525     | 0.3953        | -                        |
| 13.1277     | 1526     | 0.3837        | -                        |
| 13.1364     | 1527     | 0.4702        | -                        |
| 13.1450     | 1528     | 0.4842        | -                        |
| 13.1537     | 1529     | 0.5316        | -                        |
| 13.1623     | 1530     | 0.6843        | -                        |
| 13.1710     | 1531     | 0.4119        | -                        |
| 13.1797     | 1532     | 0.566         | -                        |
| 13.1883     | 1533     | 0.6289        | -                        |
| 13.1970     | 1534     | 0.5133        | -                        |
| 13.2056     | 1535     | 0.4918        | -                        |
| 13.2143     | 1536     | 0.4334        | -                        |
| 13.2229     | 1537     | 0.448         | -                        |
| 13.2316     | 1538     | 0.3901        | -                        |
| 13.2403     | 1539     | 0.4498        | -                        |
| 13.2489     | 1540     | 0.5765        | -                        |
| 13.2576     | 1541     | 0.4494        | -                        |
| 13.2662     | 1542     | 0.4161        | -                        |
| 13.2749     | 1543     | 0.4489        | -                        |
| 13.2835     | 1544     | 0.4961        | -                        |
| 13.2922     | 1545     | 0.566         | -                        |
| 13.3009     | 1546     | 0.5464        | -                        |
| 13.3095     | 1547     | 0.4544        | -                        |
| 13.3182     | 1548     | 0.6022        | -                        |
| 13.3268     | 1549     | 0.5352        | -                        |
| 13.3355     | 1550     | 0.4455        | -                        |
| 13.3442     | 1551     | 0.3528        | -                        |
| 13.3528     | 1552     | 0.5256        | -                        |
| 13.3615     | 1553     | 0.4336        | -                        |
| 13.3701     | 1554     | 0.5276        | -                        |
| 13.3788     | 1555     | 0.5581        | -                        |
| 13.3874     | 1556     | 0.3553        | -                        |
| 13.3961     | 1557     | 0.4821        | -                        |
| 13.4048     | 1558     | 0.4381        | -                        |
| 13.4134     | 1559     | 0.4295        | -                        |
| 13.4221     | 1560     | 0.4617        | -                        |
| 13.4307     | 1561     | 0.4944        | -                        |
| 13.4394     | 1562     | 0.4638        | -                        |
| 13.4481     | 1563     | 0.4674        | -                        |
| 13.4567     | 1564     | 0.5274        | -                        |
| 13.4654     | 1565     | 0.5064        | -                        |
| 13.4740     | 1566     | 0.418         | -                        |
| 13.4827     | 1567     | 0.3655        | -                        |
| 13.4913     | 1568     | 0.5358        | -                        |
| 13.5        | 1569     | 0.6803        | -                        |
| 13.5087     | 1570     | 0.4324        | -                        |
| 13.5173     | 1571     | 0.5466        | -                        |
| 13.5260     | 1572     | 0.4046        | -                        |
| 13.5346     | 1573     | 0.5154        | -                        |
| 13.5433     | 1574     | 0.4974        | -                        |
| 13.5519     | 1575     | 0.4288        | -                        |
| 13.5606     | 1576     | 0.6139        | -                        |
| 13.5693     | 1577     | 0.639         | -                        |
| 13.5779     | 1578     | 0.4972        | -                        |
| 13.5866     | 1579     | 0.4443        | -                        |
| 13.5952     | 1580     | 0.5152        | -                        |
| 13.6039     | 1581     | 0.5252        | -                        |
| 13.6126     | 1582     | 0.3276        | -                        |
| 13.6212     | 1583     | 0.4941        | -                        |
| 13.6299     | 1584     | 0.4694        | -                        |
| 13.6385     | 1585     | 0.5771        | -                        |
| 13.6472     | 1586     | 0.5345        | -                        |
| 13.6558     | 1587     | 0.393         | -                        |
| 13.6645     | 1588     | 0.4361        | -                        |
| 13.6732     | 1589     | 0.6306        | -                        |
| 13.6818     | 1590     | 0.4791        | -                        |
| 13.6905     | 1591     | 0.4615        | -                        |
| 13.6991     | 1592     | 0.5878        | -                        |
| 13.7078     | 1593     | 0.6018        | -                        |
| 13.7165     | 1594     | 0.6244        | -                        |
| 13.7251     | 1595     | 0.4856        | -                        |
| 13.7338     | 1596     | 0.5106        | -                        |
| 13.7424     | 1597     | 0.6139        | -                        |
| 13.7511     | 1598     | 0.5438        | -                        |
| 13.7597     | 1599     | 0.6439        | -                        |
| 13.7684     | 1600     | 0.5334        | -                        |
| 13.7771     | 1601     | 0.4414        | -                        |
| 13.7857     | 1602     | 0.6284        | -                        |
| 13.7944     | 1603     | 0.5911        | -                        |
| 13.8030     | 1604     | 0.5587        | -                        |
| 13.8117     | 1605     | 0.443         | -                        |
| 13.8203     | 1606     | 0.4535        | -                        |
| 13.8290     | 1607     | 0.4474        | -                        |
| 13.8377     | 1608     | 0.6536        | -                        |
| 13.8463     | 1609     | 0.6585        | -                        |
| 13.8550     | 1610     | 0.5697        | -                        |
| 13.8636     | 1611     | 0.4965        | -                        |
| 13.8723     | 1612     | 0.3808        | -                        |
| 13.8810     | 1613     | 0.6171        | -                        |
| 13.8896     | 1614     | 0.4141        | -                        |
| 13.8983     | 1615     | 0.3974        | -                        |
| 13.9069     | 1616     | 0.4146        | -                        |
| 13.9156     | 1617     | 0.4761        | -                        |
| 13.9242     | 1618     | 0.3364        | -                        |
| 13.9329     | 1619     | 0.4532        | -                        |
| 13.9416     | 1620     | 0.4791        | -                        |
| 13.9502     | 1621     | 0.506         | -                        |
| 13.9589     | 1622     | 0.441         | -                        |
| 13.9675     | 1623     | 0.5164        | -                        |
| 13.9762     | 1624     | 0.4755        | -                        |
| 13.9848     | 1625     | 0.5755        | -                        |
| 13.9935     | 1626     | 0.5869        | -                        |
| 14.0022     | 1627     | 0.3876        | 0.6315                   |
| 14.0043     | 1628     | 0.1324        | -                        |
| 14.0130     | 1629     | 0.4829        | -                        |
| 14.0216     | 1630     | 0.5558        | -                        |
| 14.0303     | 1631     | 0.458         | -                        |
| 14.0390     | 1632     | 0.3926        | -                        |
| 14.0476     | 1633     | 0.5138        | -                        |
| 14.0563     | 1634     | 0.6099        | -                        |
| 14.0649     | 1635     | 0.3593        | -                        |
| 14.0736     | 1636     | 0.4445        | -                        |
| 14.0823     | 1637     | 0.349         | -                        |
| 14.0909     | 1638     | 0.3149        | -                        |
| 14.0996     | 1639     | 0.3561        | -                        |
| 14.1082     | 1640     | 0.5296        | -                        |
| 14.1169     | 1641     | 0.4211        | -                        |
| 14.1255     | 1642     | 0.4022        | -                        |
| 14.1342     | 1643     | 0.5006        | -                        |
| 14.1429     | 1644     | 0.5073        | -                        |
| 14.1515     | 1645     | 0.451         | -                        |
| 14.1602     | 1646     | 0.6265        | -                        |
| 14.1688     | 1647     | 0.5661        | -                        |
| 14.1775     | 1648     | 0.5828        | -                        |
| 14.1861     | 1649     | 0.6311        | -                        |
| 14.1948     | 1650     | 0.6223        | -                        |
| 14.2035     | 1651     | 0.4654        | -                        |
| 14.2121     | 1652     | 0.4027        | -                        |
| 14.2208     | 1653     | 0.4681        | -                        |
| 14.2294     | 1654     | 0.405         | -                        |
| 14.2381     | 1655     | 0.3793        | -                        |
| 14.2468     | 1656     | 0.5966        | -                        |
| 14.2554     | 1657     | 0.4515        | -                        |
| 14.2641     | 1658     | 0.4629        | -                        |
| 14.2727     | 1659     | 0.4519        | -                        |
| 14.2814     | 1660     | 0.4831        | -                        |
| 14.2900     | 1661     | 0.4968        | -                        |
| 14.2987     | 1662     | 0.5746        | -                        |
| 14.3074     | 1663     | 0.5295        | -                        |
| 14.3160     | 1664     | 0.6171        | -                        |
| 14.3247     | 1665     | 0.4421        | -                        |
| 14.3333     | 1666     | 0.4878        | -                        |
| 14.3420     | 1667     | 0.3967        | -                        |
| 14.3506     | 1668     | 0.4288        | -                        |
| 14.3593     | 1669     | 0.4503        | -                        |
| 14.3680     | 1670     | 0.4961        | -                        |
| 14.3766     | 1671     | 0.5604        | -                        |
| 14.3853     | 1672     | 0.3602        | -                        |
| 14.3939     | 1673     | 0.5758        | -                        |
| 14.4026     | 1674     | 0.4466        | -                        |
| 14.4113     | 1675     | 0.3795        | -                        |
| 14.4199     | 1676     | 0.4125        | -                        |
| 14.4286     | 1677     | 0.4842        | -                        |
| 14.4372     | 1678     | 0.4994        | -                        |
| 14.4459     | 1679     | 0.4349        | -                        |
| 14.4545     | 1680     | 0.5829        | -                        |
| 14.4632     | 1681     | 0.4991        | -                        |
| 14.4719     | 1682     | 0.436         | -                        |
| 14.4805     | 1683     | 0.3637        | -                        |
| 14.4892     | 1684     | 0.4688        | -                        |
| 14.4978     | 1685     | 0.6854        | -                        |
| 14.5065     | 1686     | 0.4746        | -                        |
| 14.5152     | 1687     | 0.4519        | -                        |
| 14.5238     | 1688     | 0.4684        | -                        |
| 14.5325     | 1689     | 0.5273        | -                        |
| 14.5411     | 1690     | 0.5172        | -                        |
| 14.5498     | 1691     | 0.3482        | -                        |
| 14.5584     | 1692     | 0.5758        | -                        |
| 14.5671     | 1693     | 0.7693        | -                        |
| 14.5758     | 1694     | 0.4892        | -                        |
| 14.5844     | 1695     | 0.4738        | -                        |
| 14.5931     | 1696     | 0.5148        | -                        |
| 14.6017     | 1697     | 0.564         | -                        |
| 14.6104     | 1698     | 0.3945        | -                        |
| 14.6190     | 1699     | 0.4066        | -                        |
| 14.6277     | 1700     | 0.4445        | -                        |
| 14.6364     | 1701     | 0.569         | -                        |
| 14.6450     | 1702     | 0.4889        | -                        |
| 14.6537     | 1703     | 0.4877        | -                        |
| 14.6623     | 1704     | 0.383         | -                        |
| 14.6710     | 1705     | 0.5956        | -                        |
| 14.6797     | 1706     | 0.5391        | -                        |
| 14.6883     | 1707     | 0.4022        | -                        |
| 14.6970     | 1708     | 0.5472        | -                        |
| 14.7056     | 1709     | 0.6352        | -                        |
| 14.7143     | 1710     | 0.5842        | -                        |
| 14.7229     | 1711     | 0.4791        | -                        |
| 14.7316     | 1712     | 0.5339        | -                        |
| 14.7403     | 1713     | 0.6199        | -                        |
| 14.7489     | 1714     | 0.5332        | -                        |
| 14.7576     | 1715     | 0.5798        | -                        |
| 14.7662     | 1716     | 0.5493        | -                        |
| 14.7749     | 1717     | 0.5171        | -                        |
| 14.7835     | 1718     | 0.5666        | -                        |
| 14.7922     | 1719     | 0.527         | -                        |
| 14.8009     | 1720     | 0.5072        | -                        |
| 14.8095     | 1721     | 0.4886        | -                        |
| 14.8182     | 1722     | 0.4516        | -                        |
| 14.8268     | 1723     | 0.4257        | -                        |
| 14.8355     | 1724     | 0.6247        | -                        |
| 14.8442     | 1725     | 0.6085        | 0.6313                   |

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

### Framework Versions
- Python: 3.10.12
- Sentence Transformers: 3.2.1
- Transformers: 4.45.2
- PyTorch: 2.2.1+cu121
- Accelerate: 1.0.1
- Datasets: 3.0.1
- Tokenizers: 0.20.1

## 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",
}
```

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

#### ObliQA: Obligation-based Question-Answering Dataset for Regulatory Compliance
```bibtex
@misc{gokhan2024regnlpactionfacilitatingcompliance,
      title={RegNLP in Action: Facilitating Compliance Through Automated Information Retrieval and Answer Generation}, 
      author={Tuba Gokhan and Kexin Wang and Iryna Gurevych and Ted Briscoe},
      year={2024},
      eprint={2409.05677},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2409.05677}, 
}
```

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