---
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:29547
- loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-small-en-v1.5
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.
pipeline_tag: sentence-similarity
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
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)
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 512 tokens
- **Similarity Function:** Cosine Similarity
### 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]
```
## Evaluation
### Metrics
#### Information Retrieval
* Dataset: `qa_eval`
* Evaluated with [InformationRetrievalEvaluator](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** |
## Training Details
### Training Dataset
#### Unnamed Dataset
* Size: 29,547 training samples
* Columns: anchor and positive
* Approximate statistics based on the first 1000 samples:
| | anchor | positive |
|:--------|:-----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
| type | string | string |
| details | - min: 15 tokens
- mean: 34.89 tokens
- max: 96 tokens
| - min: 25 tokens
- mean: 122.21 tokens
- max: 512 tokens
|
* Samples:
| anchor | positive |
|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 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? | 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. |
| **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? | 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). |
| 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? | 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. |
* Loss: [MultipleNegativesRankingLoss](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
Click to expand
- `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
Click to expand
| 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.