diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -1,192 +1,4142 @@ --- -license: mit +base_model: google-bert/bert-base-uncased +datasets: +- sentence-transformers/all-nli +- sentence-transformers/stsb +- sentence-transformers/quora-duplicates +- sentence-transformers/natural-questions +language: +- en +library_name: sentence-transformers +metrics: +- cosine_accuracy +- dot_accuracy +- manhattan_accuracy +- euclidean_accuracy +- max_accuracy +pipeline_tag: sentence-similarity +tags: +- sentence-transformers +- sentence-similarity +- feature-extraction +- generated_from_trainer +- dataset_size:2156933 +- loss:MultipleNegativesRankingLoss +- loss:CoSENTLoss +widget: +- source_sentence: what is the purpose of a mood board + sentences: + - Antigua and Barbuda Antigua and Barbuda (/ænˈtiːɡə ənd bɑːrˈbjuːdə/ ( listen); + an-TEE-gǝ ǝnd bar-BEW-dǝ) is a sovereign state in the Americas, lying between + the Caribbean Sea and the Atlantic Ocean. It consists of two major islands, Antigua + and Barbuda, and a number of smaller islands (including Great Bird, Green, Guiana, + Long, Maiden and York Islands and further south, the island of Redonda). The permanent + population numbers about 81,800 (at the 2011 Census) and the capital and largest + port and city is St. John's, on Antigua. + - Mood board Graphic designers, interior designers, industrial designers, photographers + and other creative artists use mood boards to visually illustrate the style they + wish to pursue. However, these boards can also be used by design professionals + to visually explain a certain style of writing, or an imaginary setting for a + storyline. In short, mood boards are not limited to visual subjects, but serve + as a visual tool to quickly inform others of the overall "feel" (or "flow") of + an idea.[citation needed] In creative processes, mood boards can balance coordination + and creative freedom.[2] + - Misophonia As of 2016 the literature on misophonia was limited.[1] Some small + studies show that people with misophonia generally have strong negative feelings, + thoughts, and physical reactions to specific sounds, which the literature calls + "trigger sounds". These sounds are apparently usually soft, but can be loud. One + study found that around 80% of the sounds were related to the mouth (eating, slurping, + chewing or popping gum, whispering, etc.), and around 60% were repetitive. A visual + trigger may develop related to the trigger sound.[1][3] It also appears that a + misophonic reaction can occur in the absence of an actual sound.[1] +- source_sentence: a man doing tricks on a motorcycle + sentences: + - A man drives a speedboat. + - A guy does stunts on a motorbike. + - A woman is wearing strange clothing. +- source_sentence: Aloes, like most succulents, are very hardy and will withstand + considerable neglect . + sentences: + - Another meaning behind this quote aside from probabilities of winning a theoretical + battle is the importance of knowing/understanding others. + - A man is tying in the machine. + - Some of the guys at my office have potted aloe plants. +- source_sentence: I can imagine a scenario where a single all powerful god create + the universe that we know of. + sentences: + - It is the same idea as what Aristotle called the unmoved mover. + - Age is not a PhD admission facor in the continental Europe, too. + - People are sitting on benches. +- source_sentence: Via the move, the company aims annual savings of some EUR3m, the + main part of which are expected to be realized this year. + sentences: + - The city has a new public transportation system. + - The material for a large bridge construction project has been prepared and is + being transported. + - A company will announce quarterly earnings. +model-index: +- name: SentenceTransformer based on google-bert/bert-base-uncased + results: + - task: + type: triplet + name: Triplet + dataset: + name: sec july dev + type: sec-july-dev + metrics: + - type: cosine_accuracy + value: 0.9894651539708266 + name: Cosine Accuracy + - type: dot_accuracy + value: 0.01063614262560778 + name: Dot Accuracy + - type: manhattan_accuracy + value: 0.985919773095624 + name: Manhattan Accuracy + - type: euclidean_accuracy + value: 0.9866288492706645 + name: Euclidean Accuracy + - type: max_accuracy + value: 0.9894651539708266 + name: Max Accuracy --- -# Model Card for Model ID -SentenceTransformer fine-tuned BERT on financial phrase retrieval and similarity based on a custom dataset of phrases from company SEC filings. +# SentenceTransformer based on google-bert/bert-base-uncased + +This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) on the [all-nli-pair](https://huggingface.co/datasets/sentence-transformers/all-nli), [all-nli-pair-score](https://huggingface.co/datasets/sentence-transformers/all-nli), [all-nli-triplet](https://huggingface.co/datasets/sentence-transformers/all-nli), [stsb](https://huggingface.co/datasets/sentence-transformers/stsb), [quora](https://huggingface.co/datasets/sentence-transformers/quora-duplicates), [natural-questions](https://huggingface.co/datasets/sentence-transformers/natural-questions), fin-phrases and sec-july datasets. It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more. ## Model Details ### Model Description +- **Model Type:** Sentence Transformer +- **Base model:** [google-bert/bert-base-uncased](https://huggingface.co/google-bert/bert-base-uncased) +- **Maximum Sequence Length:** 512 tokens +- **Output Dimensionality:** 768 tokens +- **Similarity Function:** Cosine Similarity +- **Training Datasets:** + - [all-nli-pair](https://huggingface.co/datasets/sentence-transformers/all-nli) + - [all-nli-pair-score](https://huggingface.co/datasets/sentence-transformers/all-nli) + - [all-nli-triplet](https://huggingface.co/datasets/sentence-transformers/all-nli) + - [stsb](https://huggingface.co/datasets/sentence-transformers/stsb) + - [quora](https://huggingface.co/datasets/sentence-transformers/quora-duplicates) + - [natural-questions](https://huggingface.co/datasets/sentence-transformers/natural-questions) + - fin-phrases + - sec-july +- **Language:** en + - - - - -- **Developed by:** Pedro Hernandez Gelado -- **Model type:** SentenceTransformer -- **License:** MIT -- **Finetuned from model [optional]:** BERT - -### Model Sources [optional] +### 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) -- **Repository:** [More Information Needed] -- **Paper [optional]:** [More Information Needed] -- **Demo [optional]:** [More Information Needed] +### Full Model Architecture -## Uses +``` +SentenceTransformer( + (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel + (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) +) +``` - +## Usage -### Direct Use +### Direct Usage (Sentence Transformers) - +First install the Sentence Transformers library: -[More Information Needed] +```bash +pip install -U sentence-transformers +``` -### Downstream Use [optional] +Then you can load this model and run inference. +```python +from sentence_transformers import SentenceTransformer - +# Download from the 🤗 Hub +model = SentenceTransformer("phgelado/finbeddings_bert") +# Run inference +sentences = [ + 'Via the move, the company aims annual savings of some EUR3m, the main part of which are expected to be realized this year.', + 'The city has a new public transportation system.', + 'A company will announce quarterly earnings.', +] +embeddings = model.encode(sentences) +print(embeddings.shape) +# [3, 768] -[More Information Needed] +# Get the similarity scores for the embeddings +similarities = model.similarity(embeddings, embeddings) +print(similarities.shape) +# [3, 3] +``` -### Out-of-Scope Use - - - -[More Information Needed] + + +--> -[More Information Needed] - -### Recommendations + +You can finetune this model on your own dataset. -Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. +
Click to expand -## How to Get Started with the Model +
+--> -Use the code below to get started with the model. - -[More Information Needed] - -## Training Details - -### Training Data + +*List how the model may foreseeably be misused and address what users ought not to do with the model.* +--> -[More Information Needed] +## Evaluation -### Training Procedure +### Metrics - +#### Triplet +* Dataset: `sec-july-dev` +* Evaluated with [TripletEvaluator](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.TripletEvaluator) -#### Preprocessing [optional] +| Metric | Value | +|:-------------------|:-----------| +| cosine_accuracy | 0.9895 | +| dot_accuracy | 0.0106 | +| manhattan_accuracy | 0.9859 | +| euclidean_accuracy | 0.9866 | +| **max_accuracy** | **0.9895** | -[More Information Needed] + -#### Training Hyperparameters + +*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.* +--> -#### Speeds, Sizes, Times [optional] +## Training Details - +### Training Datasets -[More Information Needed] +#### all-nli-pair -## Evaluation +* Dataset: [all-nli-pair](https://huggingface.co/datasets/sentence-transformers/all-nli) at [d482672](https://huggingface.co/datasets/sentence-transformers/all-nli/tree/d482672c8e74ce18da116f430137434ba2e52fab) +* Size: 314,315 training samples +* Columns: anchor and positive +* Approximate statistics based on the first 1000 samples: + | | anchor | positive | + |:--------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------------------------| + | type | string | string | + | details | | | +* Samples: + | anchor | positive | + |:---------------------------------------------------------------------------|:-------------------------------------------------| + | A person on a horse jumps over a broken down airplane. | A person is outdoors, on a horse. | + | Children smiling and waving at camera | There are children present | + | A boy is jumping on skateboard in the middle of a red bridge. | The boy does a skateboarding trick. | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` - +#### all-nli-pair-score -### Testing Data, Factors & Metrics +* Dataset: [all-nli-pair-score](https://huggingface.co/datasets/sentence-transformers/all-nli) at [d482672](https://huggingface.co/datasets/sentence-transformers/all-nli/tree/d482672c8e74ce18da116f430137434ba2e52fab) +* Size: 942,069 training samples +* Columns: sentence1, sentence2, and score +* Approximate statistics based on the first 1000 samples: + | | sentence1 | sentence2 | score | + |:--------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------------------------|:--------------------------------------------------------------| + | type | string | string | float | + | details | | | | +* Samples: + | sentence1 | sentence2 | score | + |:--------------------------------------------------------------------|:---------------------------------------------------------------|:-----------------| + | A person on a horse jumps over a broken down airplane. | A person is training his horse for a competition. | 0.5 | + | A person on a horse jumps over a broken down airplane. | A person is at a diner, ordering an omelette. | 0.0 | + | A person on a horse jumps over a broken down airplane. | A person is outdoors, on a horse. | 1.0 | +* Loss: [CoSENTLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosentloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "pairwise_cos_sim" + } + ``` -#### Testing Data +#### all-nli-triplet - +* Dataset: [all-nli-triplet](https://huggingface.co/datasets/sentence-transformers/all-nli) at [d482672](https://huggingface.co/datasets/sentence-transformers/all-nli/tree/d482672c8e74ce18da116f430137434ba2e52fab) +* Size: 557,850 training samples +* Columns: anchor, positive, and negative +* Approximate statistics based on the first 1000 samples: + | | anchor | positive | negative | + |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------------------------| + | type | string | string | string | + | details | | | | +* Samples: + | anchor | positive | negative | + |:---------------------------------------------------------------------------|:-------------------------------------------------|:-----------------------------------------------------------| + | A person on a horse jumps over a broken down airplane. | A person is outdoors, on a horse. | A person is at a diner, ordering an omelette. | + | Children smiling and waving at camera | There are children present | The kids are frowning | + | A boy is jumping on skateboard in the middle of a red bridge. | The boy does a skateboarding trick. | The boy skates down the sidewalk. | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` -[More Information Needed] +#### stsb -#### Factors +* Dataset: [stsb](https://huggingface.co/datasets/sentence-transformers/stsb) at [ab7a5ac](https://huggingface.co/datasets/sentence-transformers/stsb/tree/ab7a5ac0e35aa22088bdcf23e7fd99b220e53308) +* Size: 5,749 training samples +* Columns: sentence1, sentence2, and score +* Approximate statistics based on the first 1000 samples: + | | sentence1 | sentence2 | score | + |:--------|:---------------------------------------------------------------------------------|:---------------------------------------------------------------------------------|:---------------------------------------------------------------| + | type | string | string | float | + | details | | | | +* Samples: + | sentence1 | sentence2 | score | + |:-----------------------------------------------------------|:----------------------------------------------------------------------|:------------------| + | A plane is taking off. | An air plane is taking off. | 1.0 | + | A man is playing a large flute. | A man is playing a flute. | 0.76 | + | A man is spreading shreded cheese on a pizza. | A man is spreading shredded cheese on an uncooked pizza. | 0.76 | +* Loss: [CoSENTLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosentloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "pairwise_cos_sim" + } + ``` - +#### quora -[More Information Needed] +* Dataset: [quora](https://huggingface.co/datasets/sentence-transformers/quora-duplicates) at [451a485](https://huggingface.co/datasets/sentence-transformers/quora-duplicates/tree/451a4850bd141edb44ade1b5828c259abd762cdb) +* Size: 149,263 training samples +* Columns: anchor and positive +* Approximate statistics based on the first 1000 samples: + | | anchor | positive | + |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------| + | type | string | string | + | details | | | +* Samples: + | anchor | positive | + |:----------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------| + | Astrology: I am a Capricorn Sun Cap moon and cap rising...what does that say about me? | I'm a triple Capricorn (Sun, Moon and ascendant in Capricorn) What does this say about me? | + | How can I be a good geologist? | What should I do to be a great geologist? | + | How do I read and find my YouTube comments? | How can I see all my Youtube comments? | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` -#### Metrics +#### natural-questions - +* Dataset: [natural-questions](https://huggingface.co/datasets/sentence-transformers/natural-questions) at [f9e894e](https://huggingface.co/datasets/sentence-transformers/natural-questions/tree/f9e894e1081e206e577b4eaa9ee6de2b06ae6f17) +* Size: 100,231 training samples +* Columns: query and answer +* Approximate statistics based on the first 1000 samples: + | | query | answer | + |:--------|:-----------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------| + | type | string | string | + | details | | | +* Samples: + | query | answer | + |:----------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| + | when did richmond last play in a preliminary final | Richmond Football Club Richmond began 2017 with 5 straight wins, a feat it had not achieved since 1995. A series of close losses hampered the Tigers throughout the middle of the season, including a 5-point loss to the Western Bulldogs, 2-point loss to Fremantle, and a 3-point loss to the Giants. Richmond ended the season strongly with convincing victories over Fremantle and St Kilda in the final two rounds, elevating the club to 3rd on the ladder. Richmond's first final of the season against the Cats at the MCG attracted a record qualifying final crowd of 95,028; the Tigers won by 51 points. Having advanced to the first preliminary finals for the first time since 2001, Richmond defeated Greater Western Sydney by 36 points in front of a crowd of 94,258 to progress to the Grand Final against Adelaide, their first Grand Final appearance since 1982. The attendance was 100,021, the largest crowd to a grand final since 1986. The Crows led at quarter time and led by as many as 13, but the Tigers took over the game as it progressed and scored seven straight goals at one point. They eventually would win by 48 points – 16.12 (108) to Adelaide's 8.12 (60) – to end their 37-year flag drought.[22] Dustin Martin also became the first player to win a Premiership medal, the Brownlow Medal and the Norm Smith Medal in the same season, while Damien Hardwick was named AFL Coaches Association Coach of the Year. Richmond's jump from 13th to premiers also marked the biggest jump from one AFL season to the next. | + | who sang what in the world's come over you | Jack Scott (singer) At the beginning of 1960, Scott again changed record labels, this time to Top Rank Records.[1] He then recorded four Billboard Hot 100 hits – "What in the World's Come Over You" (#5), "Burning Bridges" (#3) b/w "Oh Little One" (#34), and "It Only Happened Yesterday" (#38).[1] "What in the World's Come Over You" was Scott's second gold disc winner.[6] Scott continued to record and perform during the 1960s and 1970s.[1] His song "You're Just Gettin' Better" reached the country charts in 1974.[1] In May 1977, Scott recorded a Peel session for BBC Radio 1 disc jockey, John Peel. | + | who produces the most wool in the world | Wool Global wool production is about 2 million tonnes per year, of which 60% goes into apparel. Wool comprises ca 3% of the global textile market, but its value is higher owing to dying and other modifications of the material.[1] Australia is a leading producer of wool which is mostly from Merino sheep but has been eclipsed by China in terms of total weight.[30] New Zealand (2016) is the third-largest producer of wool, and the largest producer of crossbred wool. Breeds such as Lincoln, Romney, Drysdale, and Elliotdale produce coarser fibers, and wool from these sheep is usually used for making carpets. | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` -[More Information Needed] +#### fin-phrases -### Results +* Dataset: fin-phrases +* Size: 8,484 training samples +* Columns: sentence1, sentence2, and score +* Approximate statistics based on the first 1000 samples: + | | sentence1 | sentence2 | score | + |:--------|:---------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:--------------------------------------------------------------| + | type | string | string | float | + | details | | | | +* Samples: + | sentence1 | sentence2 | score | + |:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|:-----------------| + | No financial details were revealed. | The company is secretive about its earnings. | 0.5 | + | Earlier today, Geberit's Finnish rival Uponor OYJ cut its full-year sales growth forecast to 6 pct from 10 pct, blaming tough conditions in Germany and the US, as well as currency factors. | Uponor OYJ reduced its forecasted sales growth by 4 percentage points. | 1.0 | + | Thanks to the internet , consumers compare products more than previously and Finnish companies are not competitive . | Consumers compare prices of electronics online. | 0.5 | +* Loss: [CoSENTLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosentloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "pairwise_cos_sim" + } + ``` -[More Information Needed] +#### sec-july -#### Summary +* Dataset: sec-july +* Size: 78,972 training samples +* Columns: anchor, positive, and negative +* Approximate statistics based on the first 1000 samples: + | | anchor | positive | negative | + |:--------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------------------------|:----------------------------------------------------------------------------------| + | type | string | string | string | + | details | | | | +* Samples: + | anchor | positive | negative | + |:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------|:------------------------------------------------------------------------------------| + | BORROWINGS Following is a summary of short-term borrowings: TABLE 10.1 (in millions) June 30, 2022 December 31, 2021 Securities sold under repurchase agreements $ 328 $ 376 Federal Home Loan Bank advances 930 1,030 Subordinated notes 133 130 Total short-term borrowings $ 1,391 $ 1,536 Borrowings with original maturities of one year or less are classified as short-term. | Bank borrowing information is provided. | Personal savings goals for retirement are discussed. | + | Recently issued accounting guidance Income Taxes In December 2023, the Financial Accounting Standards Board (the FASB) issued Accounting Standards Update (ASU) No. 2023-09, Income Taxes (Topic 740): Improvements to Income Tax Disclosures (ASU 2023-09), which will require the Company to disclose specified additional information in its income tax rate reconciliation and provide additional information for reconciling items that meet a quantitative threshold. | The FASB has issued new income tax disclosure requirements. | The FASB has updated its accounting standards for revenue recognition. | + | The note was discounted for a derivative and the discount of $52,000 is being amortized over the life of the note using the effective interest method. During the three months ended March 31, 2023, the amortization of note discount was $12,822. As of December 31, 2023 the unamortized note discount was fully amortized. | Note discount amortization process | Note discount increased | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` +### Evaluation Datasets +#### all-nli-triplet -## Model Examination [optional] +* Dataset: [all-nli-triplet](https://huggingface.co/datasets/sentence-transformers/all-nli) at [d482672](https://huggingface.co/datasets/sentence-transformers/all-nli/tree/d482672c8e74ce18da116f430137434ba2e52fab) +* Size: 6,584 evaluation samples +* Columns: anchor, positive, and negative +* Approximate statistics based on the first 1000 samples: + | | anchor | positive | negative | + |:--------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------------------------|:----------------------------------------------------------------------------------| + | type | string | string | string | + | details | | | | +* Samples: + | anchor | positive | negative | + |:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------|:--------------------------------------------------------| + | Two women are embracing while holding to go packages. | Two woman are holding packages. | The men are fighting outside a deli. | + | Two young children in blue jerseys, one with the number 9 and one with the number 2 are standing on wooden steps in a bathroom and washing their hands in a sink. | Two kids in numbered jerseys wash their hands. | Two kids in jackets walk to school. | + | A man selling donuts to a customer during a world exhibition event held in the city of Angeles | A man selling donuts to a customer. | A woman drinks her coffee in a small cafe. | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` - +#### stsb -[More Information Needed] +* Dataset: [stsb](https://huggingface.co/datasets/sentence-transformers/stsb) at [ab7a5ac](https://huggingface.co/datasets/sentence-transformers/stsb/tree/ab7a5ac0e35aa22088bdcf23e7fd99b220e53308) +* Size: 1,500 evaluation samples +* Columns: sentence1, sentence2, and score +* Approximate statistics based on the first 1000 samples: + | | sentence1 | sentence2 | score | + |:--------|:---------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------| + | type | string | string | float | + | details | | | | +* Samples: + | sentence1 | sentence2 | score | + |:--------------------------------------------------|:------------------------------------------------------|:------------------| + | A man with a hard hat is dancing. | A man wearing a hard hat is dancing. | 1.0 | + | A young child is riding a horse. | A child is riding a horse. | 0.95 | + | A man is feeding a mouse to a snake. | The man is feeding a mouse to the snake. | 1.0 | +* Loss: [CoSENTLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosentloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "pairwise_cos_sim" + } + ``` -## Environmental Impact +#### quora - +* Dataset: [quora](https://huggingface.co/datasets/sentence-transformers/quora-duplicates) at [451a485](https://huggingface.co/datasets/sentence-transformers/quora-duplicates/tree/451a4850bd141edb44ade1b5828c259abd762cdb) +* Size: 1,000 evaluation samples +* Columns: anchor and positive +* Approximate statistics based on the first 1000 samples: + | | anchor | positive | + |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------| + | type | string | string | + | details | | | +* Samples: + | anchor | positive | + |:----------------------------------------------------------------------------|:--------------------------------------------------------------------------------| + | What is your New Year resolution? | What can be my new year resolution for 2017? | + | Should I buy the IPhone 6s or Samsung Galaxy s7? | Which is better: the iPhone 6S Plus or the Samsung Galaxy S7 Edge? | + | What are the differences between transgression and regression? | What is the difference between transgression and regression? | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` -Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). +#### natural-questions -- **Hardware Type:** [More Information Needed] -- **Hours used:** [More Information Needed] -- **Cloud Provider:** [More Information Needed] -- **Compute Region:** [More Information Needed] -- **Carbon Emitted:** [More Information Needed] +* Dataset: [natural-questions](https://huggingface.co/datasets/sentence-transformers/natural-questions) at [f9e894e](https://huggingface.co/datasets/sentence-transformers/natural-questions/tree/f9e894e1081e206e577b4eaa9ee6de2b06ae6f17) +* Size: 1,000 evaluation samples +* Columns: query and answer +* Approximate statistics based on the first 1000 samples: + | | query | answer | + |:--------|:---------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------| + | type | string | string | + | details | | | +* Samples: + | query | answer | + |:--------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| + | where does the waikato river begin and end | Waikato River The Waikato River is the longest river in New Zealand, running for 425 kilometres (264 mi) through the North Island. It rises in the eastern slopes of Mount Ruapehu, joining the Tongariro River system and flowing through Lake Taupo, New Zealand's largest lake. It then drains Taupo at the lake's northeastern edge, creates the Huka Falls, and flows northwest through the Waikato Plains. It empties into the Tasman Sea south of Auckland, at Port Waikato. It gives its name to the Waikato Region that surrounds the Waikato Plains. The present course of the river was largely formed about 17,000 years ago. Contributing factors were climate warming, forest being reestablished in the river headwaters and the deepening, rather than widening, of the existing river channel. The channel was gradually eroded as far up river as Piarere, leaving the old Hinuera channel high and dry.[2] The remains of the old river path can be clearly seen at Hinuera where the cliffs mark the ancient river edges. The river's main tributary is the Waipa River, which has its confluence with the Waikato at Ngaruawahia. | + | what type of gas is produced during fermentation | Fermentation Fermentation reacts NADH with an endogenous, organic electron acceptor.[1] Usually this is pyruvate formed from sugar through glycolysis. The reaction produces NAD+ and an organic product, typical examples being ethanol, lactic acid, carbon dioxide, and hydrogen gas (H2). However, more exotic compounds can be produced by fermentation, such as butyric acid and acetone. Fermentation products contain chemical energy (they are not fully oxidized), but are considered waste products, since they cannot be metabolized further without the use of oxygen. | + | why was star wars episode iv released first | Star Wars (film) Star Wars (later retitled Star Wars: Episode IV – A New Hope) is a 1977 American epic space opera film written and directed by George Lucas. It is the first film in the original Star Wars trilogy and the beginning of the Star Wars franchise. Starring Mark Hamill, Harrison Ford, Carrie Fisher, Peter Cushing, Alec Guinness, David Prowse, James Earl Jones, Anthony Daniels, Kenny Baker, and Peter Mayhew, the film's plot focuses on the Rebel Alliance, led by Princess Leia (Fisher), and its attempt to destroy the Galactic Empire's space station, the Death Star. This conflict disrupts the isolated life of farmhand Luke Skywalker (Hamill), who inadvertently acquires two droids that possess stolen architectural plans for the Death Star. When the Empire begins a destructive search for the missing droids, Skywalker accompanies Jedi Master Obi-Wan Kenobi (Guinness) on a mission to return the plans to the Rebel Alliance and rescue Leia from her imprisonment by the Empire. | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` -## Technical Specifications [optional] +#### fin-phrases -### Model Architecture and Objective +* Dataset: fin-phrases +* Size: 2,121 evaluation samples +* Columns: sentence1, sentence2, and score +* Approximate statistics based on the first 1000 samples: + | | sentence1 | sentence2 | score | + |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:--------------------------------------------------------------| + | type | string | string | float | + | details | | | | +* Samples: + | sentence1 | sentence2 | score | + |:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------|:-----------------| + | Both operating profit and net sales for the 12-month period increased , respectively from EUR21 .5 m and EUR196 .1 m , as compared to 2005 . | The company's environmental policy includes recycling programs for all employees. | 0.0 | + | Protalix is developing genetically engineered proteins from plant cells . | Biotechnology companies are working on protein development. | 0.5 | + | Nordic banks have already had to write off sizable loans in Latvia , with Swedbank , Nordea , DnB NOR and SEB reporting combined losses in excess of $ 1.35 billion in the period 2007 to 2010 against a backdrop of near economic meltdown in Latvia . | Several banks faced financial difficulties due to loan write-offs. | 0.5 | +* Loss: [CoSENTLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#cosentloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "pairwise_cos_sim" + } + ``` -[More Information Needed] +#### sec-july -### Compute Infrastructure +* Dataset: sec-july +* Size: 9,872 evaluation samples +* Columns: anchor, positive, and negative +* Approximate statistics based on the first 1000 samples: + | | anchor | positive | negative | + |:--------|:------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:---------------------------------------------------------------------------------| + | type | string | string | string | + | details | | | | +* Samples: + | anchor | positive | negative | + |:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------|:----------------------------------------------------------| + | The Fund is a limited liability company organized under the laws of the state of Delaware and has elected to be treated as a RIC for U.S. federal income tax purposes. | The Fund is a limited liability company | The Fund is a partnership | + | On April 21, 2022, the WVPSC issued an order approving, effective May 1, 2022, a tariff to offer solar power on a voluntary basis to West Virginia customers and requiring MP and PE to subscribe at least 85% of the planned 50 MWs of solar generation before seeking approval for surcharge cost recovery. MP and PE must seek separate approval from the WVPSC to recover any solar generation costs in excess of the approved solar power tariff. | Solar power tariff approved for West Virginia | Wind power tariff approved for West Virginia | + | Warrants, each whole warrant exercisable for one Ordinary Share for $11.50 per share | Warrants can be converted to shares. | Warrants are not related to shares. | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` -[More Information Needed] +### Training Hyperparameters +#### Non-Default Hyperparameters -#### Hardware +- `eval_strategy`: steps +- `per_device_train_batch_size`: 32 +- `per_device_eval_batch_size`: 32 +- `learning_rate`: 5e-06 +- `num_train_epochs`: 5 +- `warmup_ratio`: 0.1 +- `bf16`: True +- `batch_sampler`: no_duplicates -[More Information Needed] +#### All Hyperparameters +
Click to expand -#### Software +- `overwrite_output_dir`: False +- `do_predict`: False +- `eval_strategy`: steps +- `prediction_loss_only`: True +- `per_device_train_batch_size`: 32 +- `per_device_eval_batch_size`: 32 +- `per_gpu_train_batch_size`: None +- `per_gpu_eval_batch_size`: None +- `gradient_accumulation_steps`: 1 +- `eval_accumulation_steps`: None +- `torch_empty_cache_steps`: None +- `learning_rate`: 5e-06 +- `weight_decay`: 0.0 +- `adam_beta1`: 0.9 +- `adam_beta2`: 0.999 +- `adam_epsilon`: 1e-08 +- `max_grad_norm`: 1.0 +- `num_train_epochs`: 5 +- `max_steps`: -1 +- `lr_scheduler_type`: linear +- `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`: False +- `ignore_data_skip`: False +- `fsdp`: [] +- `fsdp_min_num_params`: 0 +- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False} +- `fsdp_transformer_layer_cls_to_wrap`: None +- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None} +- `deepspeed`: None +- `label_smoothing_factor`: 0.0 +- `optim`: adamw_torch +- `optim_args`: None +- `adafactor`: False +- `group_by_length`: False +- `length_column_name`: length +- `ddp_find_unused_parameters`: None +- `ddp_bucket_cap_mb`: None +- `ddp_broadcast_buffers`: False +- `dataloader_pin_memory`: True +- `dataloader_persistent_workers`: False +- `skip_memory_metrics`: True +- `use_legacy_prediction_loop`: False +- `push_to_hub`: 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 +- `eval_use_gather_object`: False +- `batch_sampler`: no_duplicates +- `multi_dataset_batch_sampler`: proportional -[More Information Needed] +
-## Citation [optional] +### Training Logs +
Click to expand - +| Epoch | Step | Training Loss | sec-july loss | quora loss | natural-questions loss | stsb loss | all-nli-triplet loss | fin-phrases loss | sec-july-dev_max_accuracy | +|:------:|:------:|:-------------:|:-------------:|:----------:|:----------------------:|:---------:|:--------------------:|:----------------:|:-------------------------:| +| 0 | 0 | - | - | - | - | - | - | - | 0.7514 | +| 0.0015 | 100 | 5.2147 | 3.1038 | 0.5059 | 1.2250 | 7.0268 | 2.1493 | 6.6714 | 0.7523 | +| 0.0030 | 200 | 4.8535 | 3.0965 | 0.5020 | 1.2202 | 7.0155 | 2.1346 | 6.6689 | 0.7522 | +| 0.0045 | 300 | 5.5072 | 3.0844 | 0.4978 | 1.2139 | 6.9964 | 2.1140 | 6.6610 | 0.7550 | +| 0.0059 | 400 | 5.4953 | 3.0682 | 0.4917 | 1.2033 | 6.9698 | 2.0833 | 6.6519 | 0.7562 | +| 0.0074 | 500 | 5.644 | 3.0499 | 0.4840 | 1.1928 | 6.9355 | 2.0479 | 6.6365 | 0.7570 | +| 0.0089 | 600 | 5.4031 | 3.0224 | 0.4750 | 1.1789 | 6.8934 | 2.0038 | 6.6255 | 0.7598 | +| 0.0104 | 700 | 5.3326 | 2.9880 | 0.4587 | 1.1547 | 6.8618 | 1.9531 | 6.6234 | 0.7612 | +| 0.0119 | 800 | 5.5267 | 2.9658 | 0.4450 | 1.1351 | 6.8118 | 1.8981 | 6.6095 | 0.7621 | +| 0.0134 | 900 | 5.2307 | 2.9301 | 0.4271 | 1.1076 | 6.7669 | 1.8378 | 6.6001 | 0.7664 | +| 0.0148 | 1000 | 4.736 | 2.8926 | 0.4130 | 1.0818 | 6.7112 | 1.7645 | 6.5858 | 0.7697 | +| 0.0163 | 1100 | 4.4299 | 2.8510 | 0.3848 | 1.0487 | 6.6703 | 1.6810 | 6.5833 | 0.7768 | +| 0.0178 | 1200 | 4.8103 | 2.8142 | 0.3569 | 1.0138 | 6.6305 | 1.5959 | 6.5828 | 0.7810 | +| 0.0193 | 1300 | 4.7261 | 2.7726 | 0.3338 | 0.9806 | 6.5946 | 1.5099 | 6.5814 | 0.7872 | +| 0.0208 | 1400 | 4.3851 | 2.7176 | 0.3079 | 0.9424 | 6.5757 | 1.4318 | 6.5964 | 0.7922 | +| 0.0223 | 1500 | 4.3251 | 2.6703 | 0.2845 | 0.9093 | 6.5570 | 1.3613 | 6.6029 | 0.7977 | +| 0.0237 | 1600 | 4.1113 | 2.6068 | 0.2535 | 0.8602 | 6.5680 | 1.2862 | 6.6439 | 0.8045 | +| 0.0252 | 1700 | 4.9634 | 2.5731 | 0.2434 | 0.8441 | 6.5454 | 1.2465 | 6.6290 | 0.8089 | +| 0.0267 | 1800 | 4.1617 | 2.5254 | 0.2233 | 0.8126 | 6.5576 | 1.1886 | 6.6465 | 0.8130 | +| 0.0282 | 1900 | 4.801 | 2.4861 | 0.2131 | 0.7957 | 6.5453 | 1.1538 | 6.6298 | 0.8189 | +| 0.0297 | 2000 | 3.7691 | 2.4200 | 0.1888 | 0.7543 | 6.5954 | 1.1001 | 6.6817 | 0.8226 | +| 0.0312 | 2100 | 4.4624 | 2.3924 | 0.1811 | 0.7389 | 6.6021 | 1.0734 | 6.6805 | 0.8249 | +| 0.0326 | 2200 | 4.4872 | 2.3552 | 0.1662 | 0.7171 | 6.6048 | 1.0496 | 6.6876 | 0.8283 | +| 0.0341 | 2300 | 4.333 | 2.3263 | 0.1553 | 0.6936 | 6.6263 | 1.0281 | 6.6869 | 0.8322 | +| 0.0356 | 2400 | 4.5543 | 2.2949 | 0.1467 | 0.6761 | 6.6208 | 1.0125 | 6.6773 | 0.8357 | +| 0.0371 | 2500 | 4.1778 | 2.2465 | 0.1419 | 0.6645 | 6.6373 | 1.0006 | 6.6896 | 0.8373 | +| 0.0386 | 2600 | 4.039 | 2.2165 | 0.1350 | 0.6503 | 6.6422 | 0.9895 | 6.6858 | 0.8394 | +| 0.0401 | 2700 | 4.2003 | 2.1945 | 0.1300 | 0.6356 | 6.6297 | 0.9779 | 6.6823 | 0.8420 | +| 0.0415 | 2800 | 4.2461 | 2.1499 | 0.1227 | 0.6229 | 6.6387 | 0.9646 | 6.6982 | 0.8448 | +| 0.0430 | 2900 | 4.0022 | 2.1216 | 0.1150 | 0.6062 | 6.6521 | 0.9494 | 6.7147 | 0.8475 | +| 0.0445 | 3000 | 3.9344 | 2.0755 | 0.1059 | 0.5841 | 6.6814 | 0.9305 | 6.7608 | 0.8481 | +| 0.0460 | 3100 | 4.6153 | 2.0546 | 0.1031 | 0.5723 | 6.6446 | 0.9205 | 6.7395 | 0.8494 | +| 0.0475 | 3200 | 4.1714 | 2.0118 | 0.0998 | 0.5625 | 6.6176 | 0.9137 | 6.7242 | 0.8525 | +| 0.0490 | 3300 | 4.1391 | 1.9960 | 0.0940 | 0.5523 | 6.6088 | 0.9108 | 6.7155 | 0.8537 | +| 0.0504 | 3400 | 4.2755 | 1.9621 | 0.0917 | 0.5461 | 6.5890 | 0.9109 | 6.7055 | 0.8553 | +| 0.0519 | 3500 | 4.2283 | 1.9340 | 0.0905 | 0.5411 | 6.5558 | 0.9092 | 6.6843 | 0.8577 | +| 0.0534 | 3600 | 4.1508 | 1.9063 | 0.0896 | 0.5384 | 6.5382 | 0.9118 | 6.6695 | 0.8581 | +| 0.0549 | 3700 | 4.1988 | 1.8622 | 0.0864 | 0.5249 | 6.5702 | 0.8996 | 6.7016 | 0.8596 | +| 0.0564 | 3800 | 3.9526 | 1.8291 | 0.0838 | 0.5173 | 6.5491 | 0.8923 | 6.7215 | 0.8617 | +| 0.0579 | 3900 | 3.7373 | 1.7820 | 0.0783 | 0.4978 | 6.6245 | 0.8748 | 6.7917 | 0.8613 | +| 0.0593 | 4000 | 3.7605 | 1.7164 | 0.0741 | 0.4788 | 6.6773 | 0.8598 | 6.8857 | 0.8630 | +| 0.0608 | 4100 | 4.0056 | 1.7185 | 0.0740 | 0.4785 | 6.6559 | 0.8680 | 6.8367 | 0.8645 | +| 0.0623 | 4200 | 4.3164 | 1.7138 | 0.0730 | 0.4712 | 6.6040 | 0.8671 | 6.8265 | 0.8646 | +| 0.0638 | 4300 | 3.7534 | 1.6943 | 0.0696 | 0.4511 | 6.6425 | 0.8474 | 6.8815 | 0.8645 | +| 0.0653 | 4400 | 3.8184 | 1.6574 | 0.0667 | 0.4396 | 6.6568 | 0.8425 | 6.9384 | 0.8649 | +| 0.0668 | 4500 | 3.7358 | 1.6439 | 0.0640 | 0.4328 | 6.6806 | 0.8367 | 6.9464 | 0.8670 | +| 0.0682 | 4600 | 3.3915 | 1.5981 | 0.0591 | 0.4062 | 6.7622 | 0.8126 | 7.0803 | 0.8669 | +| 0.0697 | 4700 | 4.447 | 1.5935 | 0.0603 | 0.4131 | 6.6726 | 0.8265 | 6.9802 | 0.8677 | +| 0.0712 | 4800 | 4.0025 | 1.5622 | 0.0588 | 0.4088 | 6.6420 | 0.8287 | 6.9754 | 0.8708 | +| 0.0727 | 4900 | 3.6732 | 1.5457 | 0.0568 | 0.3997 | 6.7046 | 0.8177 | 7.0333 | 0.8700 | +| 0.0742 | 5000 | 3.7027 | 1.5392 | 0.0561 | 0.3924 | 6.7392 | 0.8186 | 7.0320 | 0.8705 | +| 0.0757 | 5100 | 3.4816 | 1.4910 | 0.0534 | 0.3788 | 6.7727 | 0.8036 | 7.1258 | 0.8727 | +| 0.0771 | 5200 | 3.5174 | 1.4657 | 0.0521 | 0.3691 | 6.8347 | 0.7963 | 7.1872 | 0.8729 | +| 0.0786 | 5300 | 3.499 | 1.4524 | 0.0506 | 0.3598 | 6.8341 | 0.7905 | 7.2139 | 0.8745 | +| 0.0801 | 5400 | 3.7994 | 1.4458 | 0.0498 | 0.3537 | 6.8114 | 0.7972 | 7.1927 | 0.8757 | +| 0.0816 | 5500 | 4.0879 | 1.4540 | 0.0509 | 0.3624 | 6.7114 | 0.8084 | 7.0938 | 0.8770 | +| 0.0831 | 5600 | 3.4742 | 1.4312 | 0.0500 | 0.3543 | 6.7348 | 0.7916 | 7.1386 | 0.8770 | +| 0.0846 | 5700 | 3.535 | 1.4039 | 0.0488 | 0.3458 | 6.7893 | 0.7809 | 7.1665 | 0.8802 | +| 0.0860 | 5800 | 3.154 | 1.3704 | 0.0474 | 0.3325 | 6.8428 | 0.7639 | 7.2525 | 0.8806 | +| 0.0875 | 5900 | 3.6577 | 1.3562 | 0.0469 | 0.3318 | 6.8143 | 0.7577 | 7.2601 | 0.8802 | +| 0.0890 | 6000 | 3.3046 | 1.3192 | 0.0455 | 0.3222 | 6.8411 | 0.7499 | 7.3349 | 0.8849 | +| 0.0905 | 6100 | 3.7506 | 1.3105 | 0.0452 | 0.3186 | 6.7798 | 0.7528 | 7.2922 | 0.8849 | +| 0.0920 | 6200 | 3.693 | 1.2869 | 0.0450 | 0.3141 | 6.7684 | 0.7464 | 7.3109 | 0.8879 | +| 0.0935 | 6300 | 3.7866 | 1.2794 | 0.0445 | 0.3078 | 6.7625 | 0.7435 | 7.2959 | 0.8879 | +| 0.0949 | 6400 | 3.9838 | 1.2638 | 0.0446 | 0.3076 | 6.7547 | 0.7438 | 7.2768 | 0.8888 | +| 0.0964 | 6500 | 4.071 | 1.2841 | 0.0458 | 0.3162 | 6.6907 | 0.7628 | 7.1125 | 0.8891 | +| 0.0979 | 6600 | 2.7684 | 1.2242 | 0.0425 | 0.2927 | 6.8739 | 0.7275 | 7.3709 | 0.8903 | +| 0.0994 | 6700 | 3.4147 | 1.2210 | 0.0418 | 0.2790 | 6.8806 | 0.7280 | 7.3641 | 0.8907 | +| 0.1009 | 6800 | 3.5945 | 1.2125 | 0.0410 | 0.2730 | 6.8515 | 0.7257 | 7.3543 | 0.8912 | +| 0.1024 | 6900 | 3.7487 | 1.2069 | 0.0410 | 0.2712 | 6.8201 | 0.7205 | 7.3100 | 0.8926 | +| 0.1038 | 7000 | 3.4954 | 1.1921 | 0.0404 | 0.2607 | 6.8260 | 0.7147 | 7.3453 | 0.8941 | +| 0.1053 | 7100 | 3.1844 | 1.1676 | 0.0401 | 0.2519 | 6.8615 | 0.7060 | 7.4202 | 0.8953 | +| 0.1068 | 7200 | 3.2356 | 1.1536 | 0.0391 | 0.2427 | 6.9396 | 0.6947 | 7.5139 | 0.8959 | +| 0.1083 | 7300 | 3.6933 | 1.1450 | 0.0391 | 0.2349 | 6.9097 | 0.6987 | 7.4864 | 0.8986 | +| 0.1098 | 7400 | 3.7311 | 1.1435 | 0.0392 | 0.2354 | 6.8265 | 0.7154 | 7.3946 | 0.9002 | +| 0.1113 | 7500 | 3.5102 | 1.1287 | 0.0388 | 0.2290 | 6.8836 | 0.7046 | 7.4235 | 0.9027 | +| 0.1127 | 7600 | 4.1958 | 1.1390 | 0.0398 | 0.2367 | 6.7351 | 0.7324 | 7.2572 | 0.9051 | +| 0.1142 | 7700 | 3.2673 | 1.1167 | 0.0385 | 0.2251 | 6.8338 | 0.7025 | 7.3787 | 0.9054 | +| 0.1157 | 7800 | 3.7118 | 1.0997 | 0.0384 | 0.2205 | 6.8409 | 0.7009 | 7.4320 | 0.9039 | +| 0.1172 | 7900 | 3.6416 | 1.0847 | 0.0382 | 0.2169 | 6.8933 | 0.6945 | 7.4647 | 0.9055 | +| 0.1187 | 8000 | 3.4164 | 1.0654 | 0.0381 | 0.2153 | 6.8235 | 0.6996 | 7.4589 | 0.9063 | +| 0.1202 | 8100 | 3.4129 | 1.0554 | 0.0374 | 0.2090 | 6.9291 | 0.6729 | 7.5802 | 0.9061 | +| 0.1216 | 8200 | 3.1593 | 1.0312 | 0.0369 | 0.2033 | 6.9768 | 0.6613 | 7.6084 | 0.9059 | +| 0.1231 | 8300 | 3.3957 | 1.0229 | 0.0370 | 0.2014 | 6.9202 | 0.6590 | 7.5837 | 0.9076 | +| 0.1246 | 8400 | 3.4478 | 1.0131 | 0.0367 | 0.2010 | 6.9234 | 0.6604 | 7.5797 | 0.9106 | +| 0.1261 | 8500 | 3.7888 | 1.0172 | 0.0370 | 0.1992 | 6.8256 | 0.6783 | 7.4890 | 0.9116 | +| 0.1276 | 8600 | 3.8951 | 1.0151 | 0.0367 | 0.1989 | 6.8136 | 0.6797 | 7.4696 | 0.9127 | +| 0.1291 | 8700 | 2.632 | 0.9796 | 0.0357 | 0.1822 | 7.0103 | 0.6413 | 7.7546 | 0.9124 | +| 0.1305 | 8800 | 3.0665 | 0.9818 | 0.0355 | 0.1793 | 7.0230 | 0.6338 | 7.7796 | 0.9114 | +| 0.1320 | 8900 | 3.4452 | 0.9609 | 0.0355 | 0.1781 | 7.0080 | 0.6309 | 7.7718 | 0.9135 | +| 0.1335 | 9000 | 3.2494 | 0.9583 | 0.0357 | 0.1731 | 7.0586 | 0.6226 | 7.8359 | 0.9127 | +| 0.1350 | 9100 | 4.0853 | 0.9827 | 0.0366 | 0.1831 | 6.8515 | 0.6584 | 7.5147 | 0.9152 | +| 0.1365 | 9200 | 3.207 | 0.9517 | 0.0359 | 0.1755 | 6.9097 | 0.6465 | 7.6426 | 0.9163 | +| 0.1380 | 9300 | 3.6457 | 0.9382 | 0.0358 | 0.1721 | 6.9097 | 0.6385 | 7.6743 | 0.9168 | +| 0.1394 | 9400 | 3.1945 | 0.9207 | 0.0354 | 0.1661 | 6.9609 | 0.6280 | 7.7925 | 0.9167 | +| 0.1409 | 9500 | 3.3604 | 0.9159 | 0.0352 | 0.1633 | 7.0084 | 0.6246 | 7.8230 | 0.9171 | +| 0.1424 | 9600 | 3.3757 | 0.9198 | 0.0352 | 0.1608 | 6.9750 | 0.6216 | 7.8019 | 0.9178 | +| 0.1439 | 9700 | 3.7198 | 0.9237 | 0.0353 | 0.1651 | 6.9106 | 0.6304 | 7.6926 | 0.9202 | +| 0.1454 | 9800 | 3.6836 | 0.9054 | 0.0352 | 0.1633 | 6.9167 | 0.6206 | 7.7763 | 0.9193 | +| 0.1469 | 9900 | 4.0072 | 0.9089 | 0.0357 | 0.1666 | 6.7217 | 0.6704 | 7.6167 | 0.9205 | +| 0.1484 | 10000 | 3.0148 | 0.8851 | 0.0347 | 0.1552 | 6.9923 | 0.6157 | 7.8729 | 0.9204 | +| 0.1498 | 10100 | 3.3759 | 0.8885 | 0.0346 | 0.1520 | 7.0121 | 0.6132 | 7.8829 | 0.9205 | +| 0.1513 | 10200 | 3.7385 | 0.8771 | 0.0349 | 0.1494 | 7.0579 | 0.6124 | 7.9216 | 0.9213 | +| 0.1528 | 10300 | 3.1451 | 0.8722 | 0.0346 | 0.1456 | 7.0642 | 0.6041 | 7.9289 | 0.9221 | +| 0.1543 | 10400 | 3.7112 | 0.8637 | 0.0345 | 0.1474 | 7.0579 | 0.6121 | 7.8247 | 0.9249 | +| 0.1558 | 10500 | 3.0431 | 0.8508 | 0.0348 | 0.1435 | 7.1303 | 0.6000 | 7.9339 | 0.9247 | +| 0.1573 | 10600 | 3.3357 | 0.8462 | 0.0343 | 0.1401 | 7.0684 | 0.6020 | 7.9129 | 0.9257 | +| 0.1587 | 10700 | 3.086 | 0.8389 | 0.0338 | 0.1365 | 7.1038 | 0.5896 | 8.0219 | 0.9260 | +| 0.1602 | 10800 | 3.8574 | 0.8465 | 0.0340 | 0.1388 | 6.9486 | 0.6275 | 7.8051 | 0.9264 | +| 0.1617 | 10900 | 3.4098 | 0.8259 | 0.0343 | 0.1328 | 6.9975 | 0.6162 | 7.9525 | 0.9252 | +| 0.1632 | 11000 | 3.0928 | 0.8128 | 0.0342 | 0.1295 | 7.1258 | 0.6021 | 8.0544 | 0.9266 | +| 0.1647 | 11100 | 3.6289 | 0.8109 | 0.0342 | 0.1289 | 7.0867 | 0.6101 | 7.9956 | 0.9265 | +| 0.1662 | 11200 | 3.2535 | 0.8040 | 0.0341 | 0.1255 | 7.1175 | 0.5933 | 8.0769 | 0.9256 | +| 0.1676 | 11300 | 3.2161 | 0.8021 | 0.0334 | 0.1250 | 7.1176 | 0.5923 | 8.0268 | 0.9287 | +| 0.1691 | 11400 | 3.8421 | 0.8092 | 0.0335 | 0.1250 | 7.0091 | 0.5985 | 7.9126 | 0.9297 | +| 0.1706 | 11500 | 3.1277 | 0.7805 | 0.0333 | 0.1211 | 7.0782 | 0.5821 | 8.1016 | 0.9305 | +| 0.1721 | 11600 | 3.6627 | 0.7790 | 0.0334 | 0.1192 | 7.0579 | 0.5920 | 8.0635 | 0.9313 | +| 0.1736 | 11700 | 3.5523 | 0.7745 | 0.0335 | 0.1177 | 7.0525 | 0.5982 | 8.0287 | 0.9318 | +| 0.1751 | 11800 | 3.4234 | 0.7667 | 0.0334 | 0.1179 | 6.9921 | 0.6161 | 8.0067 | 0.9330 | +| 0.1765 | 11900 | 3.5965 | 0.7631 | 0.0334 | 0.1151 | 7.0147 | 0.5947 | 8.0523 | 0.9341 | +| 0.1780 | 12000 | 3.714 | 0.7710 | 0.0330 | 0.1187 | 6.9440 | 0.6087 | 7.8915 | 0.9364 | +| 0.1795 | 12100 | 3.6926 | 0.7615 | 0.0333 | 0.1142 | 6.9789 | 0.5914 | 7.9310 | 0.9358 | +| 0.1810 | 12200 | 3.1229 | 0.7523 | 0.0331 | 0.1122 | 7.1010 | 0.5679 | 8.0385 | 0.9349 | +| 0.1825 | 12300 | 3.4764 | 0.7528 | 0.0333 | 0.1099 | 7.0870 | 0.5739 | 7.9650 | 0.9349 | +| 0.1840 | 12400 | 3.0312 | 0.7314 | 0.0329 | 0.1051 | 7.1597 | 0.5555 | 8.1352 | 0.9343 | +| 0.1854 | 12500 | 3.5502 | 0.7268 | 0.0331 | 0.1045 | 7.1216 | 0.5603 | 8.0995 | 0.9355 | +| 0.1869 | 12600 | 3.4484 | 0.7203 | 0.0333 | 0.1035 | 7.0635 | 0.5700 | 8.0584 | 0.9385 | +| 0.1884 | 12700 | 3.2938 | 0.7143 | 0.0331 | 0.1002 | 7.0481 | 0.5709 | 8.0991 | 0.9405 | +| 0.1899 | 12800 | 3.664 | 0.7079 | 0.0333 | 0.0986 | 7.1773 | 0.5639 | 8.1738 | 0.9397 | +| 0.1914 | 12900 | 3.0244 | 0.7044 | 0.0332 | 0.0958 | 7.2320 | 0.5562 | 8.2189 | 0.9399 | +| 0.1929 | 13000 | 3.7073 | 0.7112 | 0.0334 | 0.0968 | 7.0996 | 0.5770 | 8.1162 | 0.9378 | +| 0.1943 | 13100 | 3.7807 | 0.7159 | 0.0332 | 0.0975 | 6.9722 | 0.5930 | 8.0046 | 0.9388 | +| 0.1958 | 13200 | 3.1763 | 0.7015 | 0.0332 | 0.0918 | 7.2185 | 0.5479 | 8.2018 | 0.9378 | +| 0.1973 | 13300 | 3.1832 | 0.6919 | 0.0332 | 0.0908 | 7.2985 | 0.5428 | 8.2862 | 0.9381 | +| 0.1988 | 13400 | 3.3821 | 0.6880 | 0.0328 | 0.0903 | 7.1684 | 0.5506 | 8.1872 | 0.9392 | +| 0.2003 | 13500 | 3.4693 | 0.6811 | 0.0331 | 0.0887 | 7.1537 | 0.5458 | 8.2464 | 0.9411 | +| 0.2018 | 13600 | 3.0942 | 0.6788 | 0.0327 | 0.0862 | 7.2622 | 0.5390 | 8.4146 | 0.9397 | +| 0.2032 | 13700 | 3.2592 | 0.6678 | 0.0327 | 0.0842 | 7.2773 | 0.5359 | 8.3979 | 0.9398 | +| 0.2047 | 13800 | 3.2683 | 0.6634 | 0.0329 | 0.0827 | 7.2099 | 0.5388 | 8.3904 | 0.9409 | +| 0.2062 | 13900 | 3.4335 | 0.6674 | 0.0329 | 0.0838 | 7.0724 | 0.5582 | 8.2348 | 0.9417 | +| 0.2077 | 14000 | 3.3171 | 0.6587 | 0.0328 | 0.0814 | 7.1522 | 0.5416 | 8.2783 | 0.9428 | +| 0.2092 | 14100 | 3.4585 | 0.6623 | 0.0330 | 0.0802 | 7.0334 | 0.5580 | 8.1705 | 0.9450 | +| 0.2107 | 14200 | 3.1008 | 0.6615 | 0.0328 | 0.0771 | 7.2494 | 0.5254 | 8.3326 | 0.9442 | +| 0.2121 | 14300 | 3.0104 | 0.6593 | 0.0324 | 0.0756 | 7.3339 | 0.5085 | 8.4672 | 0.9445 | +| 0.2136 | 14400 | 3.0004 | 0.6500 | 0.0323 | 0.0765 | 7.3230 | 0.5070 | 8.4357 | 0.9445 | +| 0.2151 | 14500 | 3.797 | 0.6480 | 0.0324 | 0.0777 | 7.2299 | 0.5269 | 8.3044 | 0.9439 | +| 0.2166 | 14600 | 3.9841 | 0.6618 | 0.0329 | 0.0809 | 7.0587 | 0.5642 | 8.0838 | 0.9447 | +| 0.2181 | 14700 | 3.5197 | 0.6561 | 0.0333 | 0.0800 | 7.0595 | 0.5577 | 8.1088 | 0.9446 | +| 0.2196 | 14800 | 3.2408 | 0.6467 | 0.0333 | 0.0756 | 7.2537 | 0.5268 | 8.4272 | 0.9453 | +| 0.2210 | 14900 | 3.2972 | 0.6489 | 0.0333 | 0.0753 | 7.2273 | 0.5310 | 8.4006 | 0.9458 | +| 0.2225 | 15000 | 3.6565 | 0.6516 | 0.0333 | 0.0758 | 7.1497 | 0.5422 | 8.1774 | 0.9466 | +| 0.2240 | 15100 | 3.557 | 0.6483 | 0.0331 | 0.0750 | 7.1802 | 0.5428 | 8.1825 | 0.9458 | +| 0.2255 | 15200 | 3.3928 | 0.6372 | 0.0328 | 0.0735 | 7.2541 | 0.5157 | 8.2991 | 0.9471 | +| 0.2270 | 15300 | 3.9354 | 0.6446 | 0.0333 | 0.0748 | 7.0177 | 0.5562 | 8.0501 | 0.9476 | +| 0.2285 | 15400 | 3.2428 | 0.6303 | 0.0331 | 0.0719 | 7.2487 | 0.5185 | 8.3260 | 0.9476 | +| 0.2299 | 15500 | 3.1216 | 0.6180 | 0.0330 | 0.0696 | 7.2561 | 0.5173 | 8.3902 | 0.9473 | +| 0.2314 | 15600 | 3.2539 | 0.6199 | 0.0330 | 0.0688 | 7.2220 | 0.5163 | 8.3583 | 0.9488 | +| 0.2329 | 15700 | 3.5699 | 0.6177 | 0.0333 | 0.0684 | 7.2330 | 0.5097 | 8.4102 | 0.9480 | +| 0.2344 | 15800 | 3.8491 | 0.6261 | 0.0333 | 0.0708 | 7.1512 | 0.5459 | 8.2212 | 0.9490 | +| 0.2359 | 15900 | 2.9169 | 0.6111 | 0.0342 | 0.0660 | 7.4451 | 0.4912 | 8.6456 | 0.9481 | +| 0.2374 | 16000 | 3.5534 | 0.6144 | 0.0338 | 0.0678 | 7.1589 | 0.5301 | 8.3028 | 0.9481 | +| 0.2388 | 16100 | 3.6249 | 0.6124 | 0.0338 | 0.0688 | 7.1663 | 0.5342 | 8.3061 | 0.9485 | +| 0.2403 | 16200 | 3.3604 | 0.6092 | 0.0335 | 0.0676 | 7.1619 | 0.5293 | 8.3608 | 0.9489 | +| 0.2418 | 16300 | 3.7161 | 0.6104 | 0.0333 | 0.0677 | 7.0814 | 0.5428 | 8.3036 | 0.9487 | +| 0.2433 | 16400 | 3.4024 | 0.6000 | 0.0333 | 0.0676 | 7.2598 | 0.5162 | 8.4698 | 0.9490 | +| 0.2448 | 16500 | 3.0639 | 0.6022 | 0.0330 | 0.0666 | 7.2637 | 0.5052 | 8.5272 | 0.9494 | +| 0.2463 | 16600 | 3.244 | 0.6094 | 0.0326 | 0.0652 | 7.1668 | 0.5282 | 8.3052 | 0.9510 | +| 0.2477 | 16700 | 3.3865 | 0.6037 | 0.0322 | 0.0643 | 7.1051 | 0.5407 | 8.3063 | 0.9496 | +| 0.2492 | 16800 | 3.5382 | 0.6057 | 0.0319 | 0.0652 | 7.0634 | 0.5504 | 8.2597 | 0.9488 | +| 0.2507 | 16900 | 3.1317 | 0.5988 | 0.0321 | 0.0623 | 7.1681 | 0.5180 | 8.4218 | 0.9483 | +| 0.2522 | 17000 | 3.5513 | 0.5997 | 0.0322 | 0.0628 | 7.1249 | 0.5165 | 8.3412 | 0.9502 | +| 0.2537 | 17100 | 3.2015 | 0.5947 | 0.0318 | 0.0633 | 7.1077 | 0.5290 | 8.2736 | 0.9496 | +| 0.2552 | 17200 | 3.4067 | 0.5929 | 0.0315 | 0.0619 | 7.1227 | 0.5275 | 8.2395 | 0.9506 | +| 0.2566 | 17300 | 3.5805 | 0.5876 | 0.0318 | 0.0610 | 7.1243 | 0.5236 | 8.3657 | 0.9515 | +| 0.2581 | 17400 | 3.1923 | 0.5868 | 0.0314 | 0.0610 | 7.2392 | 0.5165 | 8.4115 | 0.9508 | +| 0.2596 | 17500 | 2.9514 | 0.5871 | 0.0314 | 0.0611 | 7.4416 | 0.4908 | 8.5688 | 0.9507 | +| 0.2611 | 17600 | 3.7074 | 0.5846 | 0.0312 | 0.0614 | 7.2291 | 0.5060 | 8.3830 | 0.9508 | +| 0.2626 | 17700 | 3.5974 | 0.5812 | 0.0314 | 0.0599 | 7.1881 | 0.5024 | 8.4248 | 0.9514 | +| 0.2641 | 17800 | 3.4511 | 0.5831 | 0.0307 | 0.0609 | 7.1614 | 0.5050 | 8.3280 | 0.9517 | +| 0.2655 | 17900 | 3.391 | 0.5806 | 0.0306 | 0.0597 | 7.1561 | 0.5137 | 8.2861 | 0.9518 | +| 0.2670 | 18000 | 3.0093 | 0.5755 | 0.0307 | 0.0566 | 7.3359 | 0.4822 | 8.4501 | 0.9502 | +| 0.2685 | 18100 | 3.0226 | 0.5816 | 0.0307 | 0.0576 | 7.2571 | 0.5063 | 8.3218 | 0.9505 | +| 0.2700 | 18200 | 3.3054 | 0.5734 | 0.0310 | 0.0566 | 7.3469 | 0.4860 | 8.4123 | 0.9514 | +| 0.2715 | 18300 | 3.2988 | 0.5824 | 0.0309 | 0.0574 | 7.2672 | 0.4959 | 8.2253 | 0.9524 | +| 0.2730 | 18400 | 2.8831 | 0.5727 | 0.0315 | 0.0564 | 7.4254 | 0.4834 | 8.4315 | 0.9526 | +| 0.2744 | 18500 | 3.2349 | 0.5681 | 0.0313 | 0.0553 | 7.4331 | 0.4772 | 8.5362 | 0.9518 | +| 0.2759 | 18600 | 3.4003 | 0.5744 | 0.0310 | 0.0564 | 7.1808 | 0.5238 | 8.1461 | 0.9524 | +| 0.2774 | 18700 | 3.0948 | 0.5549 | 0.0311 | 0.0548 | 7.3806 | 0.4818 | 8.4930 | 0.9530 | +| 0.2789 | 18800 | 3.2976 | 0.5580 | 0.0312 | 0.0551 | 7.3604 | 0.4829 | 8.4648 | 0.9524 | +| 0.2804 | 18900 | 3.436 | 0.5611 | 0.0314 | 0.0546 | 7.3538 | 0.4791 | 8.4183 | 0.9536 | +| 0.2819 | 19000 | 2.7297 | 0.5571 | 0.0319 | 0.0543 | 7.6581 | 0.4623 | 8.6263 | 0.9533 | +| 0.2833 | 19100 | 3.7211 | 0.5554 | 0.0320 | 0.0552 | 7.4443 | 0.4751 | 8.4906 | 0.9545 | +| 0.2848 | 19200 | 3.6565 | 0.5701 | 0.0317 | 0.0564 | 7.1716 | 0.5211 | 8.2453 | 0.9539 | +| 0.2863 | 19300 | 3.0308 | 0.5585 | 0.0318 | 0.0553 | 7.3980 | 0.4813 | 8.5777 | 0.9537 | +| 0.2878 | 19400 | 3.312 | 0.5534 | 0.0315 | 0.0537 | 7.4044 | 0.4743 | 8.6156 | 0.9542 | +| 0.2893 | 19500 | 2.9919 | 0.5516 | 0.0307 | 0.0552 | 7.3678 | 0.4826 | 8.4430 | 0.9556 | +| 0.2908 | 19600 | 2.9484 | 0.5433 | 0.0303 | 0.0536 | 7.5105 | 0.4662 | 8.6730 | 0.9554 | +| 0.2923 | 19700 | 3.2572 | 0.5477 | 0.0301 | 0.0550 | 7.3679 | 0.4888 | 8.4482 | 0.9563 | +| 0.2937 | 19800 | 3.3919 | 0.5494 | 0.0295 | 0.0557 | 7.3873 | 0.4869 | 8.3201 | 0.9569 | +| 0.2952 | 19900 | 3.4022 | 0.5366 | 0.0292 | 0.0548 | 7.3152 | 0.4808 | 8.3472 | 0.9581 | +| 0.2967 | 20000 | 3.5278 | 0.5386 | 0.0295 | 0.0538 | 7.2001 | 0.4944 | 8.3485 | 0.9585 | +| 0.2982 | 20100 | 3.1723 | 0.5294 | 0.0300 | 0.0528 | 7.3155 | 0.4757 | 8.4178 | 0.9585 | +| 0.2997 | 20200 | 3.4646 | 0.5293 | 0.0305 | 0.0533 | 7.2315 | 0.4938 | 8.3543 | 0.9590 | +| 0.3012 | 20300 | 3.3056 | 0.5201 | 0.0301 | 0.0525 | 7.3733 | 0.4701 | 8.5221 | 0.9589 | +| 0.3026 | 20400 | 2.9275 | 0.5193 | 0.0300 | 0.0505 | 7.4034 | 0.4579 | 8.5085 | 0.9605 | +| 0.3041 | 20500 | 3.1291 | 0.5300 | 0.0295 | 0.0517 | 7.2624 | 0.4824 | 8.2438 | 0.9606 | +| 0.3056 | 20600 | 3.414 | 0.5230 | 0.0300 | 0.0512 | 7.3168 | 0.4930 | 8.3276 | 0.9590 | +| 0.3071 | 20700 | 3.0868 | 0.5203 | 0.0302 | 0.0509 | 7.4169 | 0.4945 | 8.3528 | 0.9587 | +| 0.3086 | 20800 | 3.3949 | 0.5164 | 0.0299 | 0.0501 | 7.3047 | 0.4953 | 8.4190 | 0.9579 | +| 0.3101 | 20900 | 3.5331 | 0.5191 | 0.0297 | 0.0501 | 7.2629 | 0.5018 | 8.3508 | 0.9574 | +| 0.3115 | 21000 | 3.5459 | 0.5228 | 0.0299 | 0.0511 | 7.1987 | 0.5240 | 8.3007 | 0.9602 | +| 0.3130 | 21100 | 3.1337 | 0.5167 | 0.0294 | 0.0495 | 7.1780 | 0.5113 | 8.3426 | 0.9589 | +| 0.3145 | 21200 | 2.986 | 0.5079 | 0.0286 | 0.0492 | 7.2819 | 0.4898 | 8.5424 | 0.9600 | +| 0.3160 | 21300 | 3.1203 | 0.5047 | 0.0283 | 0.0497 | 7.4452 | 0.4773 | 8.5821 | 0.9602 | +| 0.3175 | 21400 | 3.7424 | 0.5072 | 0.0284 | 0.0498 | 7.2259 | 0.5004 | 8.4283 | 0.9597 | +| 0.3190 | 21500 | 2.5412 | 0.4995 | 0.0291 | 0.0478 | 7.6247 | 0.4480 | 8.9479 | 0.9598 | +| 0.3204 | 21600 | 3.1514 | 0.5003 | 0.0285 | 0.0482 | 7.4122 | 0.4704 | 8.6736 | 0.9610 | +| 0.3219 | 21700 | 3.21 | 0.5023 | 0.0285 | 0.0491 | 7.2862 | 0.4861 | 8.4859 | 0.9607 | +| 0.3234 | 21800 | 3.2095 | 0.5010 | 0.0276 | 0.0501 | 7.2711 | 0.4985 | 8.4138 | 0.9613 | +| 0.3249 | 21900 | 2.8826 | 0.4908 | 0.0276 | 0.0474 | 7.4242 | 0.4548 | 8.7066 | 0.9618 | +| 0.3264 | 22000 | 3.8363 | 0.5031 | 0.0272 | 0.0491 | 7.1959 | 0.4966 | 8.3023 | 0.9618 | +| 0.3279 | 22100 | 3.0979 | 0.4987 | 0.0272 | 0.0480 | 7.2931 | 0.4839 | 8.4431 | 0.9625 | +| 0.3293 | 22200 | 3.317 | 0.4935 | 0.0277 | 0.0462 | 7.3393 | 0.4751 | 8.5691 | 0.9618 | +| 0.3308 | 22300 | 2.9305 | 0.4916 | 0.0281 | 0.0466 | 7.5133 | 0.4613 | 8.6729 | 0.9616 | +| 0.3323 | 22400 | 3.1002 | 0.4918 | 0.0278 | 0.0474 | 7.3500 | 0.4820 | 8.5283 | 0.9605 | +| 0.3338 | 22500 | 3.1244 | 0.4845 | 0.0282 | 0.0460 | 7.5138 | 0.4595 | 8.7308 | 0.9594 | +| 0.3353 | 22600 | 2.9806 | 0.4836 | 0.0276 | 0.0463 | 7.4052 | 0.4616 | 8.6852 | 0.9617 | +| 0.3368 | 22700 | 3.5687 | 0.4887 | 0.0276 | 0.0475 | 7.2664 | 0.4730 | 8.4795 | 0.9613 | +| 0.3382 | 22800 | 3.2099 | 0.4792 | 0.0281 | 0.0465 | 7.4558 | 0.4585 | 8.6652 | 0.9615 | +| 0.3397 | 22900 | 3.4021 | 0.4869 | 0.0288 | 0.0475 | 7.2037 | 0.5068 | 8.4627 | 0.9620 | +| 0.3412 | 23000 | 3.1246 | 0.4749 | 0.0289 | 0.0459 | 7.6050 | 0.4434 | 8.8514 | 0.9621 | +| 0.3427 | 23100 | 3.5802 | 0.4755 | 0.0284 | 0.0472 | 7.3141 | 0.4798 | 8.6347 | 0.9618 | +| 0.3442 | 23200 | 3.6569 | 0.4741 | 0.0294 | 0.0470 | 7.3236 | 0.4835 | 8.7485 | 0.9613 | +| 0.3457 | 23300 | 3.0049 | 0.4710 | 0.0298 | 0.0467 | 7.4833 | 0.4567 | 8.9240 | 0.9618 | +| 0.3471 | 23400 | 3.5158 | 0.4674 | 0.0293 | 0.0464 | 7.3581 | 0.4740 | 8.8445 | 0.9626 | +| 0.3486 | 23500 | 2.977 | 0.4693 | 0.0288 | 0.0463 | 7.2965 | 0.4822 | 8.7740 | 0.9619 | +| 0.3501 | 23600 | 2.552 | 0.4638 | 0.0285 | 0.0454 | 7.5160 | 0.4541 | 8.9393 | 0.9613 | +| 0.3516 | 23700 | 3.7478 | 0.4734 | 0.0284 | 0.0459 | 7.1451 | 0.5029 | 8.5963 | 0.9617 | +| 0.3531 | 23800 | 3.182 | 0.4666 | 0.0285 | 0.0461 | 7.3751 | 0.4694 | 8.8124 | 0.9607 | +| 0.3546 | 23900 | 2.5244 | 0.4668 | 0.0280 | 0.0463 | 7.5022 | 0.4555 | 8.8451 | 0.9602 | +| 0.3560 | 24000 | 2.6901 | 0.4598 | 0.0281 | 0.0456 | 7.4772 | 0.4424 | 8.8370 | 0.9628 | +| 0.3575 | 24100 | 3.2217 | 0.4631 | 0.0277 | 0.0468 | 7.4007 | 0.4649 | 8.6843 | 0.9626 | +| 0.3590 | 24200 | 3.5156 | 0.4672 | 0.0279 | 0.0465 | 7.2832 | 0.4788 | 8.5748 | 0.9621 | +| 0.3605 | 24300 | 3.1809 | 0.4587 | 0.0284 | 0.0453 | 7.3702 | 0.4697 | 8.6525 | 0.9621 | +| 0.3620 | 24400 | 3.6572 | 0.4667 | 0.0289 | 0.0461 | 7.3006 | 0.4978 | 8.5303 | 0.9633 | +| 0.3635 | 24500 | 2.9996 | 0.4592 | 0.0282 | 0.0445 | 7.2782 | 0.4707 | 8.5852 | 0.9631 | +| 0.3649 | 24600 | 3.2266 | 0.4490 | 0.0277 | 0.0434 | 7.3984 | 0.4546 | 8.6580 | 0.9646 | +| 0.3664 | 24700 | 3.8098 | 0.4586 | 0.0274 | 0.0444 | 7.1537 | 0.5016 | 8.4233 | 0.9640 | +| 0.3679 | 24800 | 3.4819 | 0.4548 | 0.0283 | 0.0447 | 7.2378 | 0.4956 | 8.5759 | 0.9644 | +| 0.3694 | 24900 | 3.4345 | 0.4546 | 0.0283 | 0.0447 | 7.3151 | 0.4728 | 8.6314 | 0.9642 | +| 0.3709 | 25000 | 3.0093 | 0.4409 | 0.0293 | 0.0440 | 7.4785 | 0.4470 | 8.8895 | 0.9653 | +| 0.3724 | 25100 | 2.9976 | 0.4478 | 0.0294 | 0.0445 | 7.4517 | 0.4506 | 8.8477 | 0.9650 | +| 0.3738 | 25200 | 3.432 | 0.4422 | 0.0289 | 0.0440 | 7.3569 | 0.4616 | 8.7268 | 0.9652 | +| 0.3753 | 25300 | 3.4921 | 0.4464 | 0.0287 | 0.0442 | 7.2362 | 0.4863 | 8.6052 | 0.9650 | +| 0.3768 | 25400 | 3.1279 | 0.4402 | 0.0288 | 0.0441 | 7.3546 | 0.4709 | 8.7876 | 0.9644 | +| 0.3783 | 25500 | 3.3624 | 0.4426 | 0.0293 | 0.0439 | 7.3303 | 0.4727 | 8.7405 | 0.9643 | +| 0.3798 | 25600 | 3.0074 | 0.4437 | 0.0297 | 0.0442 | 7.3150 | 0.4722 | 8.7421 | 0.9640 | +| 0.3813 | 25700 | 2.8021 | 0.4382 | 0.0295 | 0.0436 | 7.5627 | 0.4439 | 8.9873 | 0.9645 | +| 0.3827 | 25800 | 3.7732 | 0.4465 | 0.0291 | 0.0436 | 7.3049 | 0.4777 | 8.7348 | 0.9643 | +| 0.3842 | 25900 | 3.4882 | 0.4476 | 0.0297 | 0.0437 | 7.2705 | 0.4885 | 8.7225 | 0.9625 | +| 0.3857 | 26000 | 2.8128 | 0.4432 | 0.0296 | 0.0436 | 7.3776 | 0.4727 | 8.7601 | 0.9636 | +| 0.3872 | 26100 | 3.2238 | 0.4399 | 0.0290 | 0.0433 | 7.3823 | 0.4623 | 8.8536 | 0.9637 | +| 0.3887 | 26200 | 2.6668 | 0.4336 | 0.0286 | 0.0426 | 7.5889 | 0.4346 | 9.0662 | 0.9643 | +| 0.3902 | 26300 | 3.1553 | 0.4335 | 0.0288 | 0.0424 | 7.5300 | 0.4448 | 8.9091 | 0.9641 | +| 0.3916 | 26400 | 3.1653 | 0.4321 | 0.0284 | 0.0433 | 7.4236 | 0.4587 | 8.6977 | 0.9642 | +| 0.3931 | 26500 | 3.0093 | 0.4338 | 0.0278 | 0.0436 | 7.3534 | 0.4732 | 8.6012 | 0.9653 | +| 0.3946 | 26600 | 2.5018 | 0.4263 | 0.0284 | 0.0417 | 7.7414 | 0.4223 | 9.0501 | 0.9652 | +| 0.3961 | 26700 | 3.7061 | 0.4275 | 0.0290 | 0.0425 | 7.4777 | 0.4707 | 8.9182 | 0.9661 | +| 0.3976 | 26800 | 3.5623 | 0.4257 | 0.0289 | 0.0435 | 7.3287 | 0.4854 | 8.7867 | 0.9654 | +| 0.3991 | 26900 | 3.3563 | 0.4233 | 0.0288 | 0.0436 | 7.3433 | 0.4660 | 8.8812 | 0.9649 | +| 0.4005 | 27000 | 3.2364 | 0.4269 | 0.0288 | 0.0422 | 7.4234 | 0.4542 | 8.8442 | 0.9643 | +| 0.4020 | 27100 | 3.5417 | 0.4269 | 0.0278 | 0.0423 | 7.2020 | 0.5009 | 8.5641 | 0.9660 | +| 0.4035 | 27200 | 3.7902 | 0.4207 | 0.0291 | 0.0430 | 7.3508 | 0.4928 | 8.7426 | 0.9645 | +| 0.4050 | 27300 | 3.1623 | 0.4225 | 0.0298 | 0.0426 | 7.4348 | 0.4791 | 8.7986 | 0.9654 | +| 0.4065 | 27400 | 3.5487 | 0.4181 | 0.0301 | 0.0425 | 7.4292 | 0.4743 | 8.8282 | 0.9659 | +| 0.4080 | 27500 | 3.0749 | 0.4161 | 0.0296 | 0.0415 | 7.5101 | 0.4485 | 8.8965 | 0.9659 | +| 0.4094 | 27600 | 3.1087 | 0.4179 | 0.0289 | 0.0410 | 7.5226 | 0.4536 | 8.9350 | 0.9652 | +| 0.4109 | 27700 | 3.0173 | 0.4162 | 0.0284 | 0.0408 | 7.6131 | 0.4508 | 9.0163 | 0.9654 | +| 0.4124 | 27800 | 3.0729 | 0.4179 | 0.0273 | 0.0408 | 7.5552 | 0.4468 | 8.9336 | 0.9660 | +| 0.4139 | 27900 | 3.7282 | 0.4203 | 0.0274 | 0.0410 | 7.2821 | 0.5008 | 8.6466 | 0.9663 | +| 0.4154 | 28000 | 2.9963 | 0.4156 | 0.0284 | 0.0406 | 7.5272 | 0.4578 | 8.9043 | 0.9670 | +| 0.4169 | 28100 | 3.0737 | 0.4132 | 0.0279 | 0.0408 | 7.6250 | 0.4339 | 9.0472 | 0.9661 | +| 0.4183 | 28200 | 3.1952 | 0.4093 | 0.0277 | 0.0412 | 7.5052 | 0.4469 | 8.9326 | 0.9667 | +| 0.4198 | 28300 | 3.1955 | 0.4091 | 0.0277 | 0.0409 | 7.6142 | 0.4346 | 9.1356 | 0.9649 | +| 0.4213 | 28400 | 3.7412 | 0.4131 | 0.0273 | 0.0414 | 7.4098 | 0.4796 | 8.8490 | 0.9662 | +| 0.4228 | 28500 | 2.9627 | 0.4109 | 0.0274 | 0.0416 | 7.7152 | 0.4328 | 9.1631 | 0.9663 | +| 0.4243 | 28600 | 3.2005 | 0.4113 | 0.0276 | 0.0410 | 7.5518 | 0.4417 | 9.0380 | 0.9662 | +| 0.4258 | 28700 | 3.2474 | 0.4112 | 0.0270 | 0.0405 | 7.7110 | 0.4174 | 9.0893 | 0.9655 | +| 0.4272 | 28800 | 3.2017 | 0.4105 | 0.0261 | 0.0394 | 7.4331 | 0.4478 | 8.8773 | 0.9656 | +| 0.4287 | 28900 | 2.9759 | 0.4159 | 0.0269 | 0.0404 | 7.4805 | 0.4492 | 8.8649 | 0.9656 | +| 0.4302 | 29000 | 3.4614 | 0.4137 | 0.0274 | 0.0404 | 7.5015 | 0.4586 | 8.8645 | 0.9659 | +| 0.4317 | 29100 | 2.7469 | 0.4106 | 0.0278 | 0.0402 | 7.6405 | 0.4372 | 9.0458 | 0.9677 | +| 0.4332 | 29200 | 3.5821 | 0.4076 | 0.0277 | 0.0412 | 7.5657 | 0.4425 | 8.9479 | 0.9677 | +| 0.4347 | 29300 | 3.2537 | 0.4055 | 0.0274 | 0.0405 | 7.5673 | 0.4392 | 8.9962 | 0.9670 | +| 0.4362 | 29400 | 3.0615 | 0.4068 | 0.0274 | 0.0406 | 7.8176 | 0.4129 | 9.2108 | 0.9667 | +| 0.4376 | 29500 | 2.5516 | 0.4024 | 0.0269 | 0.0404 | 7.7947 | 0.4109 | 9.2110 | 0.9668 | +| 0.4391 | 29600 | 3.4178 | 0.4062 | 0.0259 | 0.0399 | 7.3725 | 0.4503 | 8.6864 | 0.9678 | +| 0.4406 | 29700 | 2.9533 | 0.3995 | 0.0254 | 0.0393 | 7.6616 | 0.4183 | 8.9044 | 0.9675 | +| 0.4421 | 29800 | 3.4793 | 0.4081 | 0.0256 | 0.0399 | 7.5023 | 0.4433 | 8.7326 | 0.9675 | +| 0.4436 | 29900 | 3.2413 | 0.4074 | 0.0259 | 0.0398 | 7.3574 | 0.4598 | 8.5803 | 0.9686 | +| 0.4451 | 30000 | 3.3698 | 0.4053 | 0.0263 | 0.0407 | 7.5305 | 0.4616 | 8.7318 | 0.9680 | +| 0.4465 | 30100 | 3.2275 | 0.4036 | 0.0263 | 0.0410 | 7.5399 | 0.4468 | 8.8377 | 0.9675 | +| 0.4480 | 30200 | 2.7722 | 0.3954 | 0.0266 | 0.0400 | 7.8766 | 0.4180 | 9.1223 | 0.9687 | +| 0.4495 | 30300 | 3.2341 | 0.3991 | 0.0269 | 0.0402 | 7.7022 | 0.4498 | 8.8547 | 0.9690 | +| 0.4510 | 30400 | 3.1776 | 0.3921 | 0.0267 | 0.0405 | 7.5295 | 0.4453 | 8.7978 | 0.9687 | +| 0.4525 | 30500 | 3.4823 | 0.3935 | 0.0268 | 0.0409 | 7.4463 | 0.4696 | 8.6336 | 0.9681 | +| 0.4540 | 30600 | 3.1994 | 0.3924 | 0.0264 | 0.0395 | 7.5361 | 0.4412 | 8.7741 | 0.9692 | +| 0.4554 | 30700 | 3.2214 | 0.3930 | 0.0265 | 0.0388 | 7.3823 | 0.4676 | 8.6300 | 0.9683 | +| 0.4569 | 30800 | 3.6902 | 0.3927 | 0.0265 | 0.0392 | 7.4445 | 0.4601 | 8.6419 | 0.9678 | +| 0.4584 | 30900 | 2.7979 | 0.3864 | 0.0263 | 0.0381 | 7.6402 | 0.4346 | 8.8274 | 0.9675 | +| 0.4599 | 31000 | 3.0798 | 0.3902 | 0.0270 | 0.0392 | 7.6965 | 0.4470 | 8.9085 | 0.9677 | +| 0.4614 | 31100 | 3.117 | 0.3926 | 0.0273 | 0.0398 | 7.6179 | 0.4636 | 8.8384 | 0.9676 | +| 0.4629 | 31200 | 2.8797 | 0.3898 | 0.0262 | 0.0399 | 7.7765 | 0.4173 | 9.0530 | 0.9679 | +| 0.4643 | 31300 | 3.2759 | 0.3869 | 0.0265 | 0.0403 | 7.5115 | 0.4441 | 8.8566 | 0.9676 | +| 0.4658 | 31400 | 3.1965 | 0.3854 | 0.0266 | 0.0399 | 7.5589 | 0.4342 | 8.8999 | 0.9674 | +| 0.4673 | 31500 | 3.1321 | 0.3884 | 0.0260 | 0.0396 | 7.6425 | 0.4267 | 9.0062 | 0.9673 | +| 0.4688 | 31600 | 3.1587 | 0.3862 | 0.0259 | 0.0392 | 7.6494 | 0.4293 | 8.9004 | 0.9681 | +| 0.4703 | 31700 | 3.2907 | 0.3922 | 0.0252 | 0.0392 | 7.5055 | 0.4432 | 8.6411 | 0.9682 | +| 0.4718 | 31800 | 3.0267 | 0.3827 | 0.0254 | 0.0372 | 7.6157 | 0.4347 | 8.8583 | 0.9679 | +| 0.4732 | 31900 | 3.613 | 0.3852 | 0.0257 | 0.0382 | 7.4092 | 0.4694 | 8.7198 | 0.9674 | +| 0.4747 | 32000 | 3.1189 | 0.3866 | 0.0254 | 0.0389 | 7.6348 | 0.4236 | 8.8398 | 0.9673 | +| 0.4762 | 32100 | 2.9017 | 0.3822 | 0.0255 | 0.0388 | 7.7251 | 0.4328 | 8.8975 | 0.9679 | +| 0.4777 | 32200 | 3.1283 | 0.3803 | 0.0252 | 0.0387 | 7.5745 | 0.4334 | 8.9158 | 0.9672 | +| 0.4792 | 32300 | 3.1312 | 0.3799 | 0.0258 | 0.0389 | 7.6061 | 0.4365 | 8.9523 | 0.9673 | +| 0.4807 | 32400 | 3.2938 | 0.3807 | 0.0250 | 0.0386 | 7.4895 | 0.4329 | 8.8763 | 0.9678 | +| 0.4821 | 32500 | 3.2642 | 0.3830 | 0.0248 | 0.0392 | 7.4553 | 0.4533 | 8.8238 | 0.9672 | +| 0.4836 | 32600 | 3.0596 | 0.3820 | 0.0251 | 0.0396 | 7.5743 | 0.4390 | 8.8357 | 0.9674 | +| 0.4851 | 32700 | 3.2933 | 0.3835 | 0.0256 | 0.0394 | 7.4821 | 0.4505 | 8.7755 | 0.9674 | +| 0.4866 | 32800 | 3.1109 | 0.3792 | 0.0254 | 0.0390 | 7.5738 | 0.4345 | 8.8050 | 0.9671 | +| 0.4881 | 32900 | 2.6224 | 0.3785 | 0.0255 | 0.0393 | 7.7304 | 0.4220 | 8.9377 | 0.9679 | +| 0.4896 | 33000 | 3.0476 | 0.3822 | 0.0249 | 0.0404 | 7.6057 | 0.4331 | 8.6519 | 0.9683 | +| 0.4910 | 33100 | 3.6807 | 0.3848 | 0.0254 | 0.0407 | 7.4839 | 0.4414 | 8.5950 | 0.9676 | +| 0.4925 | 33200 | 3.2278 | 0.3852 | 0.0254 | 0.0403 | 7.3992 | 0.4539 | 8.5960 | 0.9693 | +| 0.4940 | 33300 | 3.1576 | 0.3735 | 0.0243 | 0.0397 | 7.5579 | 0.4288 | 8.8561 | 0.9696 | +| 0.4955 | 33400 | 3.5091 | 0.3849 | 0.0251 | 0.0397 | 7.4982 | 0.4491 | 8.7505 | 0.9696 | +| 0.4970 | 33500 | 3.192 | 0.3807 | 0.0248 | 0.0392 | 7.5480 | 0.4424 | 8.8808 | 0.9705 | +| 0.4985 | 33600 | 2.4113 | 0.3795 | 0.0243 | 0.0395 | 7.6365 | 0.4128 | 9.0061 | 0.9705 | +| 0.4999 | 33700 | 2.719 | 0.3789 | 0.0251 | 0.0398 | 7.5634 | 0.4256 | 8.8773 | 0.9702 | +| 0.5014 | 33800 | 3.3574 | 0.3827 | 0.0258 | 0.0393 | 7.3711 | 0.4640 | 8.7601 | 0.9692 | +| 0.5029 | 33900 | 2.8676 | 0.3783 | 0.0253 | 0.0385 | 7.5054 | 0.4362 | 8.9416 | 0.9698 | +| 0.5044 | 34000 | 3.2566 | 0.3802 | 0.0250 | 0.0397 | 7.5692 | 0.4407 | 8.8840 | 0.9702 | +| 0.5059 | 34100 | 2.9257 | 0.3902 | 0.0258 | 0.0399 | 7.2871 | 0.4541 | 8.6154 | 0.9698 | +| 0.5074 | 34200 | 2.616 | 0.3841 | 0.0256 | 0.0398 | 7.5001 | 0.4248 | 8.8468 | 0.9695 | +| 0.5088 | 34300 | 3.264 | 0.3807 | 0.0257 | 0.0391 | 7.5513 | 0.4226 | 8.9323 | 0.9700 | +| 0.5103 | 34400 | 3.2241 | 0.3861 | 0.0253 | 0.0388 | 7.4136 | 0.4451 | 8.7967 | 0.9682 | +| 0.5118 | 34500 | 2.9384 | 0.3814 | 0.0254 | 0.0393 | 7.3928 | 0.4482 | 8.7317 | 0.9697 | +| 0.5133 | 34600 | 3.2695 | 0.3795 | 0.0247 | 0.0393 | 7.4360 | 0.4427 | 8.7536 | 0.9698 | +| 0.5148 | 34700 | 3.4694 | 0.3819 | 0.0248 | 0.0376 | 7.3767 | 0.4498 | 8.6508 | 0.9710 | +| 0.5163 | 34800 | 2.9657 | 0.3816 | 0.0249 | 0.0368 | 7.4648 | 0.4388 | 8.8562 | 0.9698 | +| 0.5177 | 34900 | 3.9552 | 0.3807 | 0.0248 | 0.0368 | 7.4246 | 0.4462 | 8.6672 | 0.9697 | +| 0.5192 | 35000 | 3.4585 | 0.3814 | 0.0248 | 0.0378 | 7.2926 | 0.4752 | 8.5177 | 0.9701 | +| 0.5207 | 35100 | 3.2419 | 0.3733 | 0.0245 | 0.0373 | 7.3738 | 0.4403 | 8.6379 | 0.9694 | +| 0.5222 | 35200 | 3.3074 | 0.3702 | 0.0238 | 0.0378 | 7.4564 | 0.4270 | 8.7702 | 0.9714 | +| 0.5237 | 35300 | 2.8783 | 0.3654 | 0.0232 | 0.0364 | 7.5225 | 0.4134 | 8.8711 | 0.9713 | +| 0.5252 | 35400 | 3.2969 | 0.3703 | 0.0239 | 0.0370 | 7.3783 | 0.4316 | 8.6102 | 0.9720 | +| 0.5266 | 35500 | 2.908 | 0.3627 | 0.0240 | 0.0373 | 7.4740 | 0.4239 | 8.8356 | 0.9715 | +| 0.5281 | 35600 | 3.2272 | 0.3679 | 0.0241 | 0.0379 | 7.4804 | 0.4230 | 8.8170 | 0.9697 | +| 0.5296 | 35700 | 3.004 | 0.3625 | 0.0239 | 0.0370 | 7.4992 | 0.4252 | 8.8254 | 0.9714 | +| 0.5311 | 35800 | 3.125 | 0.3695 | 0.0241 | 0.0380 | 7.3097 | 0.4612 | 8.4659 | 0.9707 | +| 0.5326 | 35900 | 3.4365 | 0.3672 | 0.0242 | 0.0390 | 7.4301 | 0.4375 | 8.7249 | 0.9713 | +| 0.5341 | 36000 | 3.0395 | 0.3667 | 0.0240 | 0.0385 | 7.4379 | 0.4264 | 8.8667 | 0.9711 | +| 0.5355 | 36100 | 3.399 | 0.3658 | 0.0232 | 0.0374 | 7.3199 | 0.4524 | 8.7611 | 0.9715 | +| 0.5370 | 36200 | 3.2172 | 0.3689 | 0.0232 | 0.0376 | 7.3534 | 0.4331 | 8.7286 | 0.9711 | +| 0.5385 | 36300 | 2.857 | 0.3653 | 0.0235 | 0.0382 | 7.5446 | 0.4131 | 8.9271 | 0.9712 | +| 0.5400 | 36400 | 3.3895 | 0.3663 | 0.0231 | 0.0377 | 7.3921 | 0.4209 | 8.7622 | 0.9713 | +| 0.5415 | 36500 | 3.068 | 0.3647 | 0.0230 | 0.0377 | 7.3258 | 0.4369 | 8.6887 | 0.9710 | +| 0.5430 | 36600 | 2.9729 | 0.3624 | 0.0235 | 0.0368 | 7.3478 | 0.4367 | 8.6615 | 0.9713 | +| 0.5444 | 36700 | 3.373 | 0.3650 | 0.0242 | 0.0366 | 7.2301 | 0.4610 | 8.6180 | 0.9719 | +| 0.5459 | 36800 | 2.468 | 0.3624 | 0.0237 | 0.0363 | 7.5369 | 0.4127 | 8.9043 | 0.9713 | +| 0.5474 | 36900 | 3.2931 | 0.3609 | 0.0242 | 0.0366 | 7.3875 | 0.4210 | 8.7276 | 0.9716 | +| 0.5489 | 37000 | 2.9533 | 0.3621 | 0.0245 | 0.0366 | 7.4783 | 0.4326 | 8.6950 | 0.9695 | +| 0.5504 | 37100 | 3.1695 | 0.3660 | 0.0241 | 0.0362 | 7.3488 | 0.4604 | 8.5256 | 0.9707 | +| 0.5519 | 37200 | 2.8107 | 0.3572 | 0.0245 | 0.0360 | 7.6682 | 0.4148 | 8.8144 | 0.9698 | +| 0.5533 | 37300 | 3.5003 | 0.3607 | 0.0244 | 0.0359 | 7.4134 | 0.4377 | 8.5211 | 0.9702 | +| 0.5548 | 37400 | 3.2641 | 0.3601 | 0.0246 | 0.0357 | 7.4796 | 0.4280 | 8.6113 | 0.9703 | +| 0.5563 | 37500 | 3.1524 | 0.3617 | 0.0249 | 0.0367 | 7.6038 | 0.4333 | 8.7669 | 0.9692 | +| 0.5578 | 37600 | 3.4516 | 0.3620 | 0.0247 | 0.0369 | 7.6231 | 0.4323 | 8.7239 | 0.9697 | +| 0.5593 | 37700 | 3.2502 | 0.3599 | 0.0249 | 0.0360 | 7.5608 | 0.4333 | 8.7013 | 0.9701 | +| 0.5608 | 37800 | 2.7587 | 0.3557 | 0.0245 | 0.0355 | 7.5050 | 0.4263 | 8.6511 | 0.9706 | +| 0.5622 | 37900 | 2.8393 | 0.3569 | 0.0241 | 0.0355 | 7.6179 | 0.4090 | 8.7273 | 0.9708 | +| 0.5637 | 38000 | 2.8334 | 0.3534 | 0.0240 | 0.0349 | 7.5364 | 0.4102 | 8.7266 | 0.9711 | +| 0.5652 | 38100 | 2.536 | 0.3537 | 0.0241 | 0.0359 | 7.6976 | 0.4072 | 8.8815 | 0.9709 | +| 0.5667 | 38200 | 3.6479 | 0.3626 | 0.0241 | 0.0352 | 7.4521 | 0.4660 | 8.5662 | 0.9710 | +| 0.5682 | 38300 | 3.437 | 0.3605 | 0.0233 | 0.0343 | 7.5095 | 0.4436 | 8.4569 | 0.9718 | +| 0.5697 | 38400 | 2.7148 | 0.3527 | 0.0237 | 0.0349 | 7.6369 | 0.4125 | 8.6226 | 0.9722 | +| 0.5711 | 38500 | 3.7535 | 0.3752 | 0.0246 | 0.0358 | 7.2307 | 0.4963 | 8.0826 | 0.9722 | +| 0.5726 | 38600 | 3.0859 | 0.3661 | 0.0247 | 0.0350 | 7.4363 | 0.4623 | 8.3209 | 0.9709 | +| 0.5741 | 38700 | 3.3912 | 0.3615 | 0.0253 | 0.0342 | 7.6414 | 0.4238 | 8.5742 | 0.9713 | +| 0.5756 | 38800 | 3.3835 | 0.3618 | 0.0247 | 0.0339 | 7.5684 | 0.4142 | 8.6444 | 0.9713 | +| 0.5771 | 38900 | 3.3999 | 0.3587 | 0.0246 | 0.0333 | 7.4864 | 0.4332 | 8.5630 | 0.9720 | +| 0.5786 | 39000 | 3.3915 | 0.3558 | 0.0250 | 0.0343 | 7.4524 | 0.4341 | 8.4129 | 0.9723 | +| 0.5800 | 39100 | 2.8055 | 0.3498 | 0.0253 | 0.0343 | 7.6682 | 0.4154 | 8.7155 | 0.9715 | +| 0.5815 | 39200 | 3.3983 | 0.3546 | 0.0257 | 0.0353 | 7.5569 | 0.4351 | 8.4715 | 0.9724 | +| 0.5830 | 39300 | 3.4287 | 0.3555 | 0.0267 | 0.0357 | 7.4430 | 0.4532 | 8.3552 | 0.9712 | +| 0.5845 | 39400 | 2.619 | 0.3532 | 0.0260 | 0.0350 | 7.7652 | 0.3922 | 8.7628 | 0.9710 | +| 0.5860 | 39500 | 3.8631 | 0.3659 | 0.0252 | 0.0362 | 7.4034 | 0.3853 | 8.0972 | 0.9721 | +| 0.5875 | 39600 | 3.5165 | 0.3849 | 0.0264 | 0.0369 | 7.4224 | 0.3725 | 7.9196 | 0.9716 | +| 0.5890 | 39700 | 3.6802 | 0.4012 | 0.0267 | 0.0376 | 7.3031 | 0.3763 | 7.7237 | 0.9714 | +| 0.5904 | 39800 | 3.9415 | 0.4485 | 0.0275 | 0.0406 | 7.1091 | 0.3985 | 7.2881 | 0.9702 | +| 0.5919 | 39900 | 3.7157 | 0.4921 | 0.0270 | 0.0432 | 7.0819 | 0.4032 | 7.0279 | 0.9703 | +| 0.5934 | 40000 | 3.4796 | 0.4769 | 0.0269 | 0.0407 | 7.1194 | 0.3968 | 7.0469 | 0.9702 | +| 0.5949 | 40100 | 3.6298 | 0.4792 | 0.0273 | 0.0420 | 7.0030 | 0.4140 | 7.0041 | 0.9705 | +| 0.5964 | 40200 | 3.6526 | 0.4372 | 0.0268 | 0.0405 | 7.1599 | 0.3940 | 7.2820 | 0.9724 | +| 0.5979 | 40300 | 3.738 | 0.4858 | 0.0268 | 0.0447 | 6.9643 | 0.4190 | 7.0037 | 0.9725 | +| 0.5993 | 40400 | 3.8101 | 0.4780 | 0.0268 | 0.0451 | 6.9279 | 0.4146 | 7.0098 | 0.9729 | +| 0.6008 | 40500 | 3.4994 | 0.4753 | 0.0265 | 0.0456 | 6.9456 | 0.4153 | 7.0183 | 0.9714 | +| 0.6023 | 40600 | 3.2402 | 0.4163 | 0.0258 | 0.0406 | 7.1613 | 0.3801 | 7.4368 | 0.9726 | +| 0.6038 | 40700 | 3.3795 | 0.3882 | 0.0256 | 0.0374 | 7.2239 | 0.3757 | 7.6753 | 0.9721 | +| 0.6053 | 40800 | 3.2711 | 0.3914 | 0.0255 | 0.0368 | 7.3292 | 0.3605 | 7.6222 | 0.9717 | +| 0.6068 | 40900 | 3.4938 | 0.4083 | 0.0262 | 0.0379 | 7.3321 | 0.3733 | 7.4742 | 0.9716 | +| 0.6082 | 41000 | 3.4834 | 0.4285 | 0.0268 | 0.0397 | 7.1795 | 0.3923 | 7.3536 | 0.9715 | +| 0.6097 | 41100 | 3.7498 | 0.4178 | 0.0261 | 0.0388 | 7.2966 | 0.3753 | 7.3920 | 0.9722 | +| 0.6112 | 41200 | 2.9438 | 0.3877 | 0.0256 | 0.0368 | 7.4323 | 0.3623 | 7.8121 | 0.9719 | +| 0.6127 | 41300 | 3.7267 | 0.4569 | 0.0270 | 0.0409 | 7.1423 | 0.3943 | 7.1672 | 0.9732 | +| 0.6142 | 41400 | 3.1584 | 0.3910 | 0.0253 | 0.0366 | 7.3602 | 0.3573 | 7.6443 | 0.9721 | +| 0.6157 | 41500 | 3.1357 | 0.3844 | 0.0247 | 0.0370 | 7.4318 | 0.3524 | 7.7588 | 0.9717 | +| 0.6171 | 41600 | 3.0699 | 0.3923 | 0.0241 | 0.0374 | 7.4335 | 0.3523 | 7.6435 | 0.9725 | +| 0.6186 | 41700 | 3.403 | 0.4094 | 0.0249 | 0.0387 | 7.1871 | 0.3734 | 7.4872 | 0.9718 | +| 0.6201 | 41800 | 3.7748 | 0.4265 | 0.0255 | 0.0412 | 7.2207 | 0.3868 | 7.3321 | 0.9711 | +| 0.6216 | 41900 | 3.5196 | 0.4269 | 0.0248 | 0.0397 | 7.2320 | 0.3738 | 7.2901 | 0.9708 | +| 0.6231 | 42000 | 3.8185 | 0.4513 | 0.0257 | 0.0419 | 7.1328 | 0.3907 | 7.1581 | 0.9707 | +| 0.6246 | 42100 | 3.698 | 0.4365 | 0.0252 | 0.0405 | 7.1405 | 0.3859 | 7.2445 | 0.9698 | +| 0.6260 | 42200 | 3.0567 | 0.4171 | 0.0248 | 0.0381 | 7.2067 | 0.3730 | 7.3800 | 0.9711 | +| 0.6275 | 42300 | 3.7385 | 0.4526 | 0.0260 | 0.0410 | 7.0419 | 0.4007 | 7.0633 | 0.9711 | +| 0.6290 | 42400 | 3.513 | 0.4368 | 0.0266 | 0.0399 | 7.0576 | 0.3873 | 7.1491 | 0.9733 | +| 0.6305 | 42500 | 3.381 | 0.4248 | 0.0258 | 0.0388 | 7.1520 | 0.3762 | 7.2938 | 0.9732 | +| 0.6320 | 42600 | 3.4872 | 0.4301 | 0.0262 | 0.0388 | 7.1694 | 0.3960 | 7.3489 | 0.9747 | +| 0.6335 | 42700 | 2.8829 | 0.3923 | 0.0251 | 0.0358 | 7.4130 | 0.3703 | 7.7388 | 0.9739 | +| 0.6349 | 42800 | 3.0383 | 0.3973 | 0.0248 | 0.0352 | 7.3379 | 0.3590 | 7.6650 | 0.9739 | +| 0.6364 | 42900 | 3.3773 | 0.3996 | 0.0252 | 0.0347 | 7.3918 | 0.3608 | 7.5632 | 0.9736 | +| 0.6379 | 43000 | 3.264 | 0.3837 | 0.0245 | 0.0337 | 7.3882 | 0.3527 | 7.7834 | 0.9728 | +| 0.6394 | 43100 | 3.3944 | 0.4026 | 0.0244 | 0.0364 | 7.2908 | 0.3577 | 7.4769 | 0.9739 | +| 0.6409 | 43200 | 3.2471 | 0.3921 | 0.0241 | 0.0356 | 7.3080 | 0.3564 | 7.5779 | 0.9729 | +| 0.6424 | 43300 | 3.476 | 0.4090 | 0.0247 | 0.0387 | 7.2701 | 0.3624 | 7.3923 | 0.9728 | +| 0.6438 | 43400 | 3.3673 | 0.4183 | 0.0248 | 0.0387 | 7.1822 | 0.3680 | 7.2792 | 0.9731 | +| 0.6453 | 43500 | 3.5083 | 0.4120 | 0.0243 | 0.0381 | 7.3837 | 0.3591 | 7.3805 | 0.9732 | +| 0.6468 | 43600 | 2.9981 | 0.4055 | 0.0249 | 0.0373 | 7.3772 | 0.3664 | 7.4083 | 0.9717 | +| 0.6483 | 43700 | 3.453 | 0.3932 | 0.0241 | 0.0369 | 7.3142 | 0.3692 | 7.5614 | 0.9718 | +| 0.6498 | 43800 | 3.331 | 0.3912 | 0.0242 | 0.0372 | 7.2331 | 0.3639 | 7.5171 | 0.9728 | +| 0.6513 | 43900 | 3.0096 | 0.3966 | 0.0249 | 0.0366 | 7.2253 | 0.3705 | 7.4191 | 0.9740 | +| 0.6527 | 44000 | 3.4981 | 0.4016 | 0.0246 | 0.0370 | 7.2846 | 0.3585 | 7.3896 | 0.9729 | +| 0.6542 | 44100 | 3.406 | 0.3887 | 0.0246 | 0.0353 | 7.3871 | 0.3454 | 7.5853 | 0.9730 | +| 0.6557 | 44200 | 3.1521 | 0.3861 | 0.0245 | 0.0354 | 7.2941 | 0.3510 | 7.6736 | 0.9728 | +| 0.6572 | 44300 | 3.1292 | 0.3738 | 0.0240 | 0.0347 | 7.3520 | 0.3420 | 7.8606 | 0.9740 | +| 0.6587 | 44400 | 3.519 | 0.3702 | 0.0235 | 0.0331 | 7.4421 | 0.3365 | 7.9015 | 0.9733 | +| 0.6602 | 44500 | 3.1958 | 0.3735 | 0.0238 | 0.0334 | 7.4662 | 0.3414 | 7.8371 | 0.9740 | +| 0.6616 | 44600 | 3.2808 | 0.3941 | 0.0248 | 0.0360 | 7.2178 | 0.3569 | 7.5046 | 0.9741 | +| 0.6631 | 44700 | 3.098 | 0.3552 | 0.0241 | 0.0320 | 7.4894 | 0.3348 | 8.1381 | 0.9734 | +| 0.6646 | 44800 | 3.2065 | 0.3724 | 0.0245 | 0.0345 | 7.4049 | 0.3460 | 7.8894 | 0.9756 | +| 0.6661 | 44900 | 3.5032 | 0.3804 | 0.0247 | 0.0341 | 7.3179 | 0.3550 | 7.7491 | 0.9746 | +| 0.6676 | 45000 | 3.4648 | 0.3980 | 0.0251 | 0.0362 | 7.2745 | 0.3629 | 7.4103 | 0.9746 | +| 0.6691 | 45100 | 3.2494 | 0.3695 | 0.0242 | 0.0333 | 7.3274 | 0.3485 | 7.7338 | 0.9743 | +| 0.6705 | 45200 | 3.2413 | 0.4219 | 0.0259 | 0.0377 | 7.2081 | 0.3919 | 7.3590 | 0.9723 | +| 0.6720 | 45300 | 3.1459 | 0.3865 | 0.0253 | 0.0335 | 7.2733 | 0.3800 | 7.7483 | 0.9724 | +| 0.6735 | 45400 | 2.9254 | 0.3640 | 0.0238 | 0.0320 | 7.3218 | 0.3482 | 7.9009 | 0.9738 | +| 0.6750 | 45500 | 3.4164 | 0.3903 | 0.0242 | 0.0352 | 7.1647 | 0.3678 | 7.4533 | 0.9739 | +| 0.6765 | 45600 | 3.5541 | 0.4265 | 0.0249 | 0.0378 | 7.0954 | 0.3946 | 7.2310 | 0.9743 | +| 0.6780 | 45700 | 3.5453 | 0.3929 | 0.0242 | 0.0336 | 7.1754 | 0.3649 | 7.5091 | 0.9736 | +| 0.6794 | 45800 | 3.0692 | 0.3780 | 0.0240 | 0.0328 | 7.2582 | 0.3535 | 7.7518 | 0.9729 | +| 0.6809 | 45900 | 3.2316 | 0.3859 | 0.0243 | 0.0330 | 7.2204 | 0.3547 | 7.6318 | 0.9734 | +| 0.6824 | 46000 | 3.1375 | 0.3838 | 0.0247 | 0.0316 | 7.3452 | 0.3591 | 7.6862 | 0.9731 | +| 0.6839 | 46100 | 2.8334 | 0.3700 | 0.0237 | 0.0313 | 7.3725 | 0.3454 | 7.9014 | 0.9736 | +| 0.6854 | 46200 | 3.2562 | 0.3627 | 0.0232 | 0.0319 | 7.4065 | 0.3357 | 7.9940 | 0.9752 | +| 0.6869 | 46300 | 3.1037 | 0.3616 | 0.0232 | 0.0314 | 7.4203 | 0.3351 | 8.1411 | 0.9745 | +| 0.6883 | 46400 | 3.5222 | 0.3736 | 0.0241 | 0.0342 | 7.3170 | 0.3547 | 7.8546 | 0.9752 | +| 0.6898 | 46500 | 3.4474 | 0.3710 | 0.0243 | 0.0348 | 7.2343 | 0.3504 | 7.8012 | 0.9742 | +| 0.6913 | 46600 | 3.3958 | 0.4127 | 0.0252 | 0.0382 | 7.0882 | 0.3892 | 7.4146 | 0.9739 | +| 0.6928 | 46700 | 3.094 | 0.4058 | 0.0252 | 0.0370 | 7.1095 | 0.3814 | 7.4699 | 0.9736 | +| 0.6943 | 46800 | 2.9508 | 0.3778 | 0.0244 | 0.0347 | 7.1946 | 0.3640 | 7.7109 | 0.9745 | +| 0.6958 | 46900 | 3.7774 | 0.4306 | 0.0250 | 0.0398 | 7.0994 | 0.3887 | 7.2128 | 0.9750 | +| 0.6972 | 47000 | 3.1495 | 0.3967 | 0.0246 | 0.0371 | 7.1709 | 0.3751 | 7.5422 | 0.9739 | +| 0.6987 | 47100 | 3.176 | 0.4023 | 0.0242 | 0.0375 | 7.2200 | 0.3649 | 7.4914 | 0.9746 | +| 0.7002 | 47200 | 2.9053 | 0.3981 | 0.0248 | 0.0375 | 7.3123 | 0.3770 | 7.5942 | 0.9756 | +| 0.7017 | 47300 | 3.561 | 0.3615 | 0.0230 | 0.0339 | 7.4571 | 0.3415 | 8.0980 | 0.9756 | +| 0.7032 | 47400 | 3.074 | 0.3535 | 0.0231 | 0.0343 | 7.5064 | 0.3292 | 8.1474 | 0.9752 | +| 0.7047 | 47500 | 3.7867 | 0.3794 | 0.0232 | 0.0368 | 7.3327 | 0.3460 | 7.8036 | 0.9747 | +| 0.7061 | 47600 | 3.8511 | 0.4189 | 0.0236 | 0.0400 | 7.1793 | 0.3823 | 7.2872 | 0.9742 | +| 0.7076 | 47700 | 3.3318 | 0.3809 | 0.0222 | 0.0368 | 7.2477 | 0.3553 | 7.5261 | 0.9747 | +| 0.7091 | 47800 | 3.1651 | 0.3665 | 0.0221 | 0.0366 | 7.2634 | 0.3464 | 7.7548 | 0.9757 | +| 0.7106 | 47900 | 2.9132 | 0.3695 | 0.0226 | 0.0356 | 7.2492 | 0.3474 | 7.8471 | 0.9752 | +| 0.7121 | 48000 | 2.7951 | 0.3556 | 0.0223 | 0.0347 | 7.3925 | 0.3348 | 8.0148 | 0.9754 | +| 0.7136 | 48100 | 3.2795 | 0.3647 | 0.0220 | 0.0360 | 7.3887 | 0.3355 | 7.9395 | 0.9745 | +| 0.7150 | 48200 | 3.0431 | 0.3514 | 0.0216 | 0.0357 | 7.4494 | 0.3277 | 8.1648 | 0.9745 | +| 0.7165 | 48300 | 3.72 | 0.3563 | 0.0222 | 0.0366 | 7.3743 | 0.3431 | 7.8531 | 0.9749 | +| 0.7180 | 48400 | 3.1657 | 0.3831 | 0.0227 | 0.0377 | 7.3192 | 0.3413 | 7.4608 | 0.9745 | +| 0.7195 | 48500 | 2.8324 | 0.3624 | 0.0223 | 0.0349 | 7.4502 | 0.3318 | 7.7231 | 0.9744 | +| 0.7210 | 48600 | 3.0835 | 0.3752 | 0.0223 | 0.0370 | 7.3209 | 0.3381 | 7.5182 | 0.9745 | +| 0.7225 | 48700 | 3.2669 | 0.3612 | 0.0225 | 0.0366 | 7.3989 | 0.3387 | 7.7531 | 0.9750 | +| 0.7239 | 48800 | 2.9318 | 0.3579 | 0.0224 | 0.0368 | 7.4783 | 0.3350 | 7.8052 | 0.9751 | +| 0.7254 | 48900 | 3.2003 | 0.3662 | 0.0229 | 0.0376 | 7.3562 | 0.3375 | 7.6588 | 0.9762 | +| 0.7269 | 49000 | 2.8045 | 0.3476 | 0.0230 | 0.0360 | 7.4301 | 0.3280 | 7.9239 | 0.9755 | +| 0.7284 | 49100 | 3.0413 | 0.3483 | 0.0232 | 0.0359 | 7.3690 | 0.3402 | 7.9207 | 0.9757 | +| 0.7299 | 49200 | 3.29 | 0.3518 | 0.0230 | 0.0363 | 7.4276 | 0.3397 | 7.9058 | 0.9754 | +| 0.7314 | 49300 | 3.1376 | 0.3499 | 0.0234 | 0.0370 | 7.4217 | 0.3372 | 7.9653 | 0.9753 | +| 0.7329 | 49400 | 3.3698 | 0.3664 | 0.0240 | 0.0377 | 7.2665 | 0.3591 | 7.8002 | 0.9748 | +| 0.7343 | 49500 | 2.7406 | 0.3476 | 0.0235 | 0.0363 | 7.3985 | 0.3462 | 8.2419 | 0.9753 | +| 0.7358 | 49600 | 2.9695 | 0.3484 | 0.0228 | 0.0357 | 7.4627 | 0.3338 | 8.1954 | 0.9753 | +| 0.7373 | 49700 | 2.8256 | 0.3470 | 0.0226 | 0.0349 | 7.5343 | 0.3260 | 8.3092 | 0.9749 | +| 0.7388 | 49800 | 3.4062 | 0.3572 | 0.0227 | 0.0367 | 7.4175 | 0.3347 | 7.8551 | 0.9747 | +| 0.7403 | 49900 | 2.9278 | 0.3427 | 0.0223 | 0.0358 | 7.6523 | 0.3234 | 8.2369 | 0.9753 | +| 0.7418 | 50000 | 2.9896 | 0.3464 | 0.0220 | 0.0349 | 7.5125 | 0.3243 | 8.1199 | 0.9747 | +| 0.7432 | 50100 | 4.2043 | 0.3787 | 0.0225 | 0.0366 | 7.2403 | 0.3494 | 7.4648 | 0.9750 | +| 0.7447 | 50200 | 3.6449 | 0.3885 | 0.0230 | 0.0371 | 7.2546 | 0.3497 | 7.2845 | 0.9749 | +| 0.7462 | 50300 | 2.9793 | 0.3863 | 0.0224 | 0.0372 | 7.3568 | 0.3491 | 7.3067 | 0.9762 | +| 0.7477 | 50400 | 3.0966 | 0.3663 | 0.0218 | 0.0364 | 7.4564 | 0.3382 | 7.5187 | 0.9751 | +| 0.7492 | 50500 | 2.9625 | 0.3539 | 0.0219 | 0.0349 | 7.4596 | 0.3319 | 7.7476 | 0.9749 | +| 0.7507 | 50600 | 3.3701 | 0.3715 | 0.0218 | 0.0355 | 7.3958 | 0.3385 | 7.6149 | 0.9748 | +| 0.7521 | 50700 | 3.3092 | 0.3677 | 0.0222 | 0.0353 | 7.3131 | 0.3435 | 7.6982 | 0.9753 | +| 0.7536 | 50800 | 3.0668 | 0.3453 | 0.0211 | 0.0334 | 7.6477 | 0.3188 | 8.1719 | 0.9759 | +| 0.7551 | 50900 | 3.5821 | 0.3361 | 0.0208 | 0.0334 | 7.6374 | 0.3177 | 8.2498 | 0.9760 | +| 0.7566 | 51000 | 3.5052 | 0.3390 | 0.0207 | 0.0333 | 7.6210 | 0.3162 | 8.1292 | 0.9765 | +| 0.7581 | 51100 | 3.4426 | 0.3480 | 0.0207 | 0.0346 | 7.6291 | 0.3155 | 8.0656 | 0.9753 | +| 0.7596 | 51200 | 3.1945 | 0.3344 | 0.0204 | 0.0347 | 7.8097 | 0.3098 | 8.3479 | 0.9767 | +| 0.7610 | 51300 | 3.6813 | 0.3443 | 0.0204 | 0.0371 | 7.6266 | 0.3166 | 8.1129 | 0.9768 | +| 0.7625 | 51400 | 3.007 | 0.3273 | 0.0202 | 0.0349 | 7.8083 | 0.3074 | 8.4347 | 0.9770 | +| 0.7640 | 51500 | 3.3997 | 0.3291 | 0.0203 | 0.0344 | 7.7907 | 0.3076 | 8.3633 | 0.9765 | +| 0.7655 | 51600 | 3.749 | 0.3514 | 0.0209 | 0.0355 | 7.4936 | 0.3182 | 7.9090 | 0.9769 | +| 0.7670 | 51700 | 3.0564 | 0.3339 | 0.0210 | 0.0352 | 7.6689 | 0.3095 | 8.2623 | 0.9776 | +| 0.7685 | 51800 | 3.0394 | 0.3298 | 0.0208 | 0.0351 | 7.8020 | 0.3066 | 8.3677 | 0.9768 | +| 0.7699 | 51900 | 3.4558 | 0.3333 | 0.0213 | 0.0351 | 7.7167 | 0.3069 | 8.1995 | 0.9767 | +| 0.7714 | 52000 | 3.7827 | 0.3382 | 0.0216 | 0.0351 | 7.5693 | 0.3118 | 8.0252 | 0.9770 | +| 0.7729 | 52100 | 3.4652 | 0.3328 | 0.0212 | 0.0349 | 7.5989 | 0.3115 | 8.2269 | 0.9771 | +| 0.7744 | 52200 | 3.9241 | 0.3371 | 0.0209 | 0.0348 | 7.5097 | 0.3175 | 8.1308 | 0.9774 | +| 0.7759 | 52300 | 3.4712 | 0.3364 | 0.0207 | 0.0347 | 7.5798 | 0.3120 | 8.1557 | 0.9779 | +| 0.7774 | 52400 | 3.426 | 0.3351 | 0.0206 | 0.0354 | 7.6085 | 0.3087 | 8.1511 | 0.9781 | +| 0.7788 | 52500 | 3.0077 | 0.3283 | 0.0207 | 0.0350 | 7.8003 | 0.3061 | 8.4050 | 0.9783 | +| 0.7803 | 52600 | 3.344 | 0.3316 | 0.0211 | 0.0350 | 7.7172 | 0.3109 | 8.2954 | 0.9774 | +| 0.7818 | 52700 | 3.2857 | 0.3380 | 0.0210 | 0.0357 | 7.6791 | 0.3087 | 8.1662 | 0.9782 | +| 0.7833 | 52800 | 3.449 | 0.3336 | 0.0204 | 0.0349 | 7.7086 | 0.3074 | 8.2245 | 0.9765 | +| 0.7848 | 52900 | 3.7319 | 0.3305 | 0.0205 | 0.0351 | 7.6419 | 0.3083 | 8.2372 | 0.9770 | +| 0.7863 | 53000 | 2.4492 | 0.3263 | 0.0205 | 0.0341 | 7.7914 | 0.3056 | 8.3892 | 0.9776 | +| 0.7877 | 53100 | 3.6172 | 0.3361 | 0.0211 | 0.0347 | 7.7481 | 0.3081 | 8.2424 | 0.9762 | +| 0.7892 | 53200 | 3.896 | 0.3396 | 0.0218 | 0.0348 | 7.6450 | 0.3114 | 8.0438 | 0.9760 | +| 0.7907 | 53300 | 3.5759 | 0.3310 | 0.0211 | 0.0343 | 7.6943 | 0.3090 | 8.1466 | 0.9757 | +| 0.7922 | 53400 | 3.345 | 0.3294 | 0.0211 | 0.0350 | 7.7672 | 0.3052 | 8.2152 | 0.9762 | +| 0.7937 | 53500 | 3.3034 | 0.3313 | 0.0208 | 0.0346 | 7.7786 | 0.3042 | 8.1331 | 0.9767 | +| 0.7952 | 53600 | 3.5368 | 0.3391 | 0.0211 | 0.0349 | 7.6042 | 0.3073 | 7.9762 | 0.9771 | +| 0.7966 | 53700 | 3.2796 | 0.3382 | 0.0213 | 0.0346 | 7.6324 | 0.3036 | 8.0131 | 0.9766 | +| 0.7981 | 53800 | 2.6573 | 0.3247 | 0.0217 | 0.0330 | 7.8053 | 0.2989 | 8.3060 | 0.9766 | +| 0.7996 | 53900 | 3.4643 | 0.3298 | 0.0217 | 0.0329 | 7.7900 | 0.3002 | 8.2044 | 0.9774 | +| 0.8011 | 54000 | 3.4205 | 0.3254 | 0.0214 | 0.0327 | 7.7658 | 0.3008 | 8.3566 | 0.9767 | +| 0.8026 | 54100 | 2.4885 | 0.3252 | 0.0208 | 0.0330 | 7.8724 | 0.3007 | 8.4339 | 0.9769 | +| 0.8041 | 54200 | 3.5013 | 0.3253 | 0.0213 | 0.0335 | 7.7884 | 0.3019 | 8.3206 | 0.9775 | +| 0.8055 | 54300 | 2.5488 | 0.3189 | 0.0208 | 0.0331 | 7.8415 | 0.3025 | 8.4436 | 0.9779 | +| 0.8070 | 54400 | 3.4389 | 0.3222 | 0.0209 | 0.0334 | 7.8181 | 0.3037 | 8.3600 | 0.9782 | +| 0.8085 | 54500 | 2.9122 | 0.3183 | 0.0209 | 0.0333 | 7.8360 | 0.3024 | 8.4591 | 0.9781 | +| 0.8100 | 54600 | 3.7264 | 0.3300 | 0.0213 | 0.0353 | 7.6753 | 0.3059 | 8.1144 | 0.9781 | +| 0.8115 | 54700 | 3.8233 | 0.3345 | 0.0210 | 0.0362 | 7.6267 | 0.3092 | 7.8847 | 0.9771 | +| 0.8130 | 54800 | 3.4519 | 0.3349 | 0.0210 | 0.0376 | 7.6062 | 0.3118 | 7.9211 | 0.9773 | +| 0.8144 | 54900 | 3.4362 | 0.3242 | 0.0206 | 0.0355 | 7.7242 | 0.3070 | 8.1288 | 0.9775 | +| 0.8159 | 55000 | 3.7486 | 0.3294 | 0.0209 | 0.0355 | 7.5946 | 0.3089 | 7.9763 | 0.9767 | +| 0.8174 | 55100 | 3.1745 | 0.3213 | 0.0204 | 0.0352 | 7.6944 | 0.3056 | 8.2728 | 0.9776 | +| 0.8189 | 55200 | 3.3545 | 0.3133 | 0.0205 | 0.0348 | 7.7295 | 0.3007 | 8.4139 | 0.9772 | +| 0.8204 | 55300 | 3.6218 | 0.3166 | 0.0203 | 0.0361 | 7.7372 | 0.3045 | 8.4267 | 0.9775 | +| 0.8219 | 55400 | 3.2545 | 0.3205 | 0.0203 | 0.0359 | 7.7219 | 0.3044 | 8.2508 | 0.9784 | +| 0.8233 | 55500 | 3.6682 | 0.3257 | 0.0207 | 0.0363 | 7.6829 | 0.3081 | 8.2138 | 0.9785 | +| 0.8248 | 55600 | 3.0242 | 0.3233 | 0.0207 | 0.0359 | 7.7123 | 0.3060 | 8.1808 | 0.9782 | +| 0.8263 | 55700 | 2.9893 | 0.3171 | 0.0210 | 0.0346 | 7.8632 | 0.3039 | 8.3926 | 0.9769 | +| 0.8278 | 55800 | 3.4604 | 0.3195 | 0.0215 | 0.0351 | 7.8953 | 0.3051 | 8.4281 | 0.9769 | +| 0.8293 | 55900 | 3.3067 | 0.3162 | 0.0215 | 0.0349 | 7.8443 | 0.3032 | 8.3620 | 0.9773 | +| 0.8308 | 56000 | 3.3894 | 0.3257 | 0.0214 | 0.0348 | 7.6844 | 0.3092 | 8.0656 | 0.9766 | +| 0.8322 | 56100 | 3.4037 | 0.3217 | 0.0214 | 0.0331 | 7.7195 | 0.3055 | 8.1849 | 0.9776 | +| 0.8337 | 56200 | 3.5607 | 0.3208 | 0.0216 | 0.0330 | 7.6916 | 0.3081 | 8.3383 | 0.9768 | +| 0.8352 | 56300 | 3.0856 | 0.3172 | 0.0209 | 0.0323 | 7.6936 | 0.3069 | 8.4066 | 0.9780 | +| 0.8367 | 56400 | 3.4062 | 0.3200 | 0.0210 | 0.0325 | 7.7297 | 0.3047 | 8.2931 | 0.9779 | +| 0.8382 | 56500 | 3.2196 | 0.3186 | 0.0205 | 0.0320 | 7.7946 | 0.3031 | 8.3622 | 0.9773 | +| 0.8397 | 56600 | 4.203 | 0.3243 | 0.0210 | 0.0332 | 7.5894 | 0.3099 | 8.1607 | 0.9773 | +| 0.8411 | 56700 | 3.439 | 0.3200 | 0.0209 | 0.0339 | 7.6340 | 0.3070 | 8.1463 | 0.9781 | +| 0.8426 | 56800 | 3.137 | 0.3128 | 0.0210 | 0.0328 | 7.7065 | 0.3040 | 8.3452 | 0.9776 | +| 0.8441 | 56900 | 3.0499 | 0.3088 | 0.0210 | 0.0327 | 7.7370 | 0.3025 | 8.3901 | 0.9781 | +| 0.8456 | 57000 | 3.8873 | 0.3119 | 0.0210 | 0.0341 | 7.7725 | 0.3047 | 8.3837 | 0.9773 | +| 0.8471 | 57100 | 3.2719 | 0.3146 | 0.0210 | 0.0342 | 7.6803 | 0.3047 | 8.2048 | 0.9774 | +| 0.8486 | 57200 | 3.5112 | 0.3165 | 0.0209 | 0.0336 | 7.6405 | 0.3029 | 8.1900 | 0.9789 | +| 0.8500 | 57300 | 3.7165 | 0.3205 | 0.0210 | 0.0342 | 7.5441 | 0.3080 | 8.1087 | 0.9773 | +| 0.8515 | 57400 | 3.0162 | 0.3110 | 0.0202 | 0.0335 | 7.6689 | 0.3050 | 8.3346 | 0.9772 | +| 0.8530 | 57500 | 3.2846 | 0.3114 | 0.0205 | 0.0342 | 7.6262 | 0.3061 | 8.2323 | 0.9785 | +| 0.8545 | 57600 | 3.3753 | 0.3214 | 0.0203 | 0.0342 | 7.5208 | 0.3086 | 8.0906 | 0.9787 | +| 0.8560 | 57700 | 2.9981 | 0.3122 | 0.0198 | 0.0333 | 7.7191 | 0.3066 | 8.3551 | 0.9791 | +| 0.8575 | 57800 | 3.1216 | 0.3086 | 0.0198 | 0.0331 | 7.7974 | 0.3020 | 8.4865 | 0.9790 | +| 0.8589 | 57900 | 3.3038 | 0.3129 | 0.0199 | 0.0331 | 7.7070 | 0.3040 | 8.4274 | 0.9787 | +| 0.8604 | 58000 | 3.8895 | 0.3203 | 0.0203 | 0.0337 | 7.5628 | 0.3104 | 8.2710 | 0.9782 | +| 0.8619 | 58100 | 3.694 | 0.3232 | 0.0206 | 0.0347 | 7.5537 | 0.3093 | 8.2842 | 0.9776 | +| 0.8634 | 58200 | 3.1393 | 0.3182 | 0.0206 | 0.0335 | 7.6198 | 0.3054 | 8.4706 | 0.9772 | +| 0.8649 | 58300 | 2.5093 | 0.3095 | 0.0203 | 0.0331 | 7.8578 | 0.2980 | 8.7432 | 0.9782 | +| 0.8664 | 58400 | 3.4155 | 0.3046 | 0.0200 | 0.0322 | 7.8323 | 0.2997 | 8.6769 | 0.9787 | +| 0.8678 | 58500 | 3.5437 | 0.3091 | 0.0198 | 0.0327 | 7.8099 | 0.3023 | 8.5311 | 0.9788 | +| 0.8693 | 58600 | 3.7041 | 0.3125 | 0.0196 | 0.0343 | 7.6859 | 0.3060 | 8.3149 | 0.9785 | +| 0.8708 | 58700 | 3.5073 | 0.3169 | 0.0195 | 0.0345 | 7.7205 | 0.3068 | 8.2657 | 0.9790 | +| 0.8723 | 58800 | 2.9935 | 0.3033 | 0.0193 | 0.0324 | 7.8381 | 0.3029 | 8.6046 | 0.9782 | +| 0.8738 | 58900 | 3.2864 | 0.3053 | 0.0193 | 0.0330 | 7.8244 | 0.3032 | 8.5426 | 0.9785 | +| 0.8753 | 59000 | 2.9752 | 0.3039 | 0.0192 | 0.0334 | 7.8801 | 0.3039 | 8.5190 | 0.9799 | +| 0.8768 | 59100 | 3.8549 | 0.3093 | 0.0195 | 0.0330 | 7.6595 | 0.3129 | 8.2554 | 0.9793 | +| 0.8782 | 59200 | 3.5222 | 0.3012 | 0.0198 | 0.0326 | 7.7942 | 0.3050 | 8.5110 | 0.9790 | +| 0.8797 | 59300 | 3.4547 | 0.3012 | 0.0199 | 0.0322 | 7.8209 | 0.3035 | 8.5086 | 0.9796 | +| 0.8812 | 59400 | 3.7759 | 0.3163 | 0.0195 | 0.0333 | 7.7096 | 0.3075 | 8.2248 | 0.9791 | +| 0.8827 | 59500 | 3.4023 | 0.3126 | 0.0196 | 0.0321 | 7.6668 | 0.3087 | 8.2428 | 0.9791 | +| 0.8842 | 59600 | 2.8815 | 0.3022 | 0.0197 | 0.0306 | 7.8595 | 0.3032 | 8.5551 | 0.9790 | +| 0.8857 | 59700 | 3.6711 | 0.3156 | 0.0203 | 0.0307 | 7.7333 | 0.3099 | 8.3221 | 0.9798 | +| 0.8871 | 59800 | 3.767 | 0.3139 | 0.0206 | 0.0314 | 7.6280 | 0.3111 | 8.2401 | 0.9787 | +| 0.8886 | 59900 | 2.4912 | 0.3049 | 0.0204 | 0.0309 | 7.7933 | 0.3040 | 8.5408 | 0.9787 | +| 0.8901 | 60000 | 3.688 | 0.3116 | 0.0208 | 0.0314 | 7.6176 | 0.3086 | 8.2610 | 0.9789 | +| 0.8916 | 60100 | 3.1794 | 0.3013 | 0.0204 | 0.0316 | 7.7819 | 0.3032 | 8.5560 | 0.9797 | +| 0.8931 | 60200 | 3.4317 | 0.3012 | 0.0207 | 0.0322 | 7.7699 | 0.3036 | 8.5369 | 0.9794 | +| 0.8946 | 60300 | 3.1498 | 0.3018 | 0.0208 | 0.0317 | 7.7380 | 0.3072 | 8.4097 | 0.9790 | +| 0.8960 | 60400 | 2.9178 | 0.2977 | 0.0208 | 0.0311 | 7.8106 | 0.3056 | 8.4862 | 0.9794 | +| 0.8975 | 60500 | 3.6171 | 0.3045 | 0.0205 | 0.0312 | 7.7676 | 0.3054 | 8.3571 | 0.9808 | +| 0.8990 | 60600 | 3.0828 | 0.3020 | 0.0198 | 0.0299 | 7.7743 | 0.3066 | 8.4857 | 0.9793 | +| 0.9005 | 60700 | 3.4977 | 0.3101 | 0.0196 | 0.0312 | 7.7325 | 0.3070 | 8.3022 | 0.9803 | +| 0.9020 | 60800 | 2.8824 | 0.3016 | 0.0199 | 0.0309 | 7.7693 | 0.3034 | 8.5086 | 0.9801 | +| 0.9035 | 60900 | 3.7125 | 0.3105 | 0.0200 | 0.0314 | 7.6565 | 0.3058 | 8.2651 | 0.9809 | +| 0.9049 | 61000 | 3.9859 | 0.3113 | 0.0206 | 0.0316 | 7.5507 | 0.3084 | 8.1171 | 0.9803 | +| 0.9064 | 61100 | 3.157 | 0.2992 | 0.0207 | 0.0308 | 7.6421 | 0.3020 | 8.4415 | 0.9802 | +| 0.9079 | 61200 | 3.1078 | 0.3067 | 0.0202 | 0.0310 | 7.6524 | 0.3020 | 8.3067 | 0.9800 | +| 0.9094 | 61300 | 3.0881 | 0.3011 | 0.0203 | 0.0297 | 7.7138 | 0.2994 | 8.4117 | 0.9797 | +| 0.9109 | 61400 | 3.5449 | 0.2996 | 0.0205 | 0.0295 | 7.6571 | 0.3039 | 8.4581 | 0.9796 | +| 0.9124 | 61500 | 3.0412 | 0.3061 | 0.0199 | 0.0299 | 7.6725 | 0.3050 | 8.4063 | 0.9789 | +| 0.9138 | 61600 | 3.3617 | 0.3051 | 0.0197 | 0.0295 | 7.7058 | 0.3038 | 8.4226 | 0.9791 | +| 0.9153 | 61700 | 3.6533 | 0.3185 | 0.0197 | 0.0304 | 7.6640 | 0.3116 | 8.2430 | 0.9801 | +| 0.9168 | 61800 | 2.7837 | 0.3033 | 0.0196 | 0.0293 | 7.8417 | 0.3037 | 8.4556 | 0.9800 | +| 0.9183 | 61900 | 3.7999 | 0.3104 | 0.0198 | 0.0300 | 7.6814 | 0.3077 | 8.2204 | 0.9792 | +| 0.9198 | 62000 | 3.2136 | 0.3038 | 0.0196 | 0.0299 | 7.7239 | 0.3063 | 8.3779 | 0.9796 | +| 0.9213 | 62100 | 3.9431 | 0.3132 | 0.0195 | 0.0307 | 7.5479 | 0.3103 | 8.0708 | 0.9787 | +| 0.9227 | 62200 | 2.9071 | 0.3062 | 0.0196 | 0.0312 | 7.6940 | 0.3067 | 8.3011 | 0.9797 | +| 0.9242 | 62300 | 2.7045 | 0.2993 | 0.0193 | 0.0302 | 7.8771 | 0.3018 | 8.5334 | 0.9802 | +| 0.9257 | 62400 | 2.8122 | 0.3041 | 0.0193 | 0.0312 | 7.9208 | 0.3006 | 8.4195 | 0.9794 | +| 0.9272 | 62500 | 3.2672 | 0.3049 | 0.0189 | 0.0309 | 7.9873 | 0.3011 | 8.4115 | 0.9806 | +| 0.9287 | 62600 | 3.7113 | 0.3114 | 0.0190 | 0.0311 | 7.8939 | 0.3009 | 8.1440 | 0.9797 | +| 0.9302 | 62700 | 3.7629 | 0.3135 | 0.0196 | 0.0305 | 7.7675 | 0.3036 | 8.0473 | 0.9798 | +| 0.9316 | 62800 | 3.3631 | 0.3060 | 0.0200 | 0.0303 | 7.7757 | 0.3041 | 8.1709 | 0.9807 | +| 0.9331 | 62900 | 3.3979 | 0.2974 | 0.0206 | 0.0307 | 7.8038 | 0.3019 | 8.3028 | 0.9800 | +| 0.9346 | 63000 | 3.1231 | 0.2990 | 0.0200 | 0.0308 | 7.8263 | 0.3012 | 8.2135 | 0.9806 | +| 0.9361 | 63100 | 3.3054 | 0.2987 | 0.0203 | 0.0315 | 7.8768 | 0.3008 | 8.4734 | 0.9800 | +| 0.9376 | 63200 | 3.0626 | 0.3005 | 0.0201 | 0.0314 | 7.8519 | 0.3027 | 8.3437 | 0.9806 | +| 0.9391 | 63300 | 3.8141 | 0.3091 | 0.0205 | 0.0319 | 7.7947 | 0.3086 | 8.1296 | 0.9802 | +| 0.9405 | 63400 | 3.2369 | 0.3003 | 0.0208 | 0.0310 | 7.8721 | 0.3050 | 8.2824 | 0.9797 | +| 0.9420 | 63500 | 3.6456 | 0.3054 | 0.0206 | 0.0315 | 7.7850 | 0.3091 | 8.2401 | 0.9799 | +| 0.9435 | 63600 | 3.4571 | 0.3061 | 0.0201 | 0.0320 | 7.8492 | 0.3106 | 8.1645 | 0.9801 | +| 0.9450 | 63700 | 3.482 | 0.3069 | 0.0195 | 0.0311 | 7.7559 | 0.3086 | 8.1439 | 0.9801 | +| 0.9465 | 63800 | 3.7151 | 0.3091 | 0.0190 | 0.0315 | 7.6746 | 0.3127 | 8.1032 | 0.9803 | +| 0.9480 | 63900 | 3.678 | 0.3072 | 0.0195 | 0.0317 | 7.6566 | 0.3138 | 8.1554 | 0.9797 | +| 0.9494 | 64000 | 3.6401 | 0.3047 | 0.0196 | 0.0312 | 7.6595 | 0.3094 | 8.1919 | 0.9795 | +| 0.9509 | 64100 | 2.8248 | 0.2960 | 0.0190 | 0.0303 | 7.7742 | 0.3037 | 8.3823 | 0.9799 | +| 0.9524 | 64200 | 3.5732 | 0.2999 | 0.0194 | 0.0311 | 7.7521 | 0.3082 | 8.2053 | 0.9803 | +| 0.9539 | 64300 | 3.8015 | 0.3084 | 0.0197 | 0.0317 | 7.6042 | 0.3193 | 8.0937 | 0.9803 | +| 0.9554 | 64400 | 2.7278 | 0.2929 | 0.0194 | 0.0305 | 7.8714 | 0.3063 | 8.5176 | 0.9808 | +| 0.9569 | 64500 | 3.0513 | 0.2908 | 0.0196 | 0.0293 | 7.8266 | 0.3042 | 8.4496 | 0.9804 | +| 0.9583 | 64600 | 3.9822 | 0.2952 | 0.0194 | 0.0303 | 7.7628 | 0.3089 | 8.3676 | 0.9810 | +| 0.9598 | 64700 | 3.3918 | 0.2928 | 0.0195 | 0.0304 | 7.7354 | 0.3083 | 8.4227 | 0.9811 | +| 0.9613 | 64800 | 3.1948 | 0.2904 | 0.0196 | 0.0312 | 7.8579 | 0.3098 | 8.5239 | 0.9813 | +| 0.9628 | 64900 | 3.1839 | 0.2937 | 0.0193 | 0.0304 | 7.8301 | 0.3079 | 8.3584 | 0.9811 | +| 0.9643 | 65000 | 3.1701 | 0.2978 | 0.0193 | 0.0299 | 7.7849 | 0.3059 | 8.2808 | 0.9817 | +| 0.9658 | 65100 | 3.3395 | 0.3029 | 0.0191 | 0.0301 | 7.7521 | 0.3065 | 8.1614 | 0.9811 | +| 0.9672 | 65200 | 3.2291 | 0.2974 | 0.0195 | 0.0305 | 7.8322 | 0.3056 | 8.2709 | 0.9821 | +| 0.9687 | 65300 | 3.604 | 0.3029 | 0.0194 | 0.0310 | 7.7508 | 0.3039 | 8.1765 | 0.9827 | +| 0.9702 | 65400 | 3.2488 | 0.3007 | 0.0195 | 0.0314 | 7.6598 | 0.3051 | 8.2083 | 0.9817 | +| 0.9717 | 65500 | 2.515 | 0.2909 | 0.0195 | 0.0299 | 7.8117 | 0.2990 | 8.4491 | 0.9817 | +| 0.9732 | 65600 | 3.5953 | 0.2934 | 0.0195 | 0.0299 | 7.8010 | 0.3017 | 8.4267 | 0.9820 | +| 0.9747 | 65700 | 3.7999 | 0.3061 | 0.0199 | 0.0314 | 7.6881 | 0.3097 | 8.1851 | 0.9817 | +| 0.9761 | 65800 | 2.8125 | 0.2976 | 0.0196 | 0.0308 | 7.7712 | 0.3043 | 8.5395 | 0.9819 | +| 0.9776 | 65900 | 3.4182 | 0.2952 | 0.0202 | 0.0312 | 7.7534 | 0.3038 | 8.4675 | 0.9822 | +| 0.9791 | 66000 | 3.2873 | 0.2982 | 0.0202 | 0.0314 | 7.7760 | 0.3029 | 8.5382 | 0.9826 | +| 0.9806 | 66100 | 3.389 | 0.2942 | 0.0201 | 0.0313 | 7.8510 | 0.3007 | 8.5591 | 0.9820 | +| 0.9821 | 66200 | 3.7022 | 0.3025 | 0.0203 | 0.0313 | 7.6822 | 0.3052 | 8.5056 | 0.9814 | +| 0.9836 | 66300 | 3.2546 | 0.2952 | 0.0204 | 0.0303 | 7.7445 | 0.3016 | 8.5712 | 0.9818 | +| 0.9850 | 66400 | 3.3208 | 0.2921 | 0.0201 | 0.0302 | 7.6338 | 0.3011 | 8.4534 | 0.9813 | +| 0.9865 | 66500 | 3.3117 | 0.2924 | 0.0196 | 0.0308 | 7.8027 | 0.3022 | 8.5299 | 0.9818 | +| 0.9880 | 66600 | 3.5245 | 0.2942 | 0.0195 | 0.0304 | 7.7989 | 0.3024 | 8.4711 | 0.9823 | +| 0.9895 | 66700 | 3.4554 | 0.2932 | 0.0197 | 0.0302 | 7.7581 | 0.3046 | 8.4262 | 0.9810 | +| 0.9910 | 66800 | 3.2602 | 0.2897 | 0.0195 | 0.0306 | 7.8043 | 0.3037 | 8.5332 | 0.9819 | +| 0.9925 | 66900 | 3.2128 | 0.2926 | 0.0193 | 0.0304 | 7.7103 | 0.3029 | 8.5170 | 0.9814 | +| 0.9939 | 67000 | 3.3793 | 0.2947 | 0.0187 | 0.0303 | 7.6664 | 0.3061 | 8.3783 | 0.9813 | +| 0.9954 | 67100 | 3.571 | 0.2915 | 0.0183 | 0.0299 | 7.7402 | 0.3095 | 8.4590 | 0.9811 | +| 0.9969 | 67200 | 3.2363 | 0.2936 | 0.0190 | 0.0302 | 7.7572 | 0.3065 | 8.4451 | 0.9813 | +| 0.9984 | 67300 | 2.466 | 0.2882 | 0.0187 | 0.0307 | 7.9523 | 0.3029 | 8.6807 | 0.9811 | +| 0.9999 | 67400 | 3.5175 | 0.2898 | 0.0190 | 0.0310 | 7.9617 | 0.3042 | 8.5897 | 0.9819 | +| 1.0014 | 67500 | 3.7765 | 0.3035 | 0.0197 | 0.0324 | 7.4417 | 0.3107 | 8.2534 | 0.9796 | +| 1.0028 | 67600 | 2.7861 | 0.3107 | 0.0201 | 0.0332 | 7.2603 | 0.3368 | 8.2334 | 0.9784 | +| 1.0043 | 67700 | 3.1748 | 0.3251 | 0.0213 | 0.0347 | 6.9661 | 0.3714 | 8.1516 | 0.9771 | +| 1.0058 | 67800 | 2.9594 | 0.3106 | 0.0205 | 0.0329 | 7.0963 | 0.3611 | 8.3890 | 0.9772 | +| 1.0073 | 67900 | 3.4672 | 0.3244 | 0.0208 | 0.0339 | 6.9481 | 0.3930 | 8.2941 | 0.9777 | +| 1.0088 | 68000 | 3.0935 | 0.3188 | 0.0211 | 0.0334 | 7.0271 | 0.3885 | 8.4844 | 0.9774 | +| 1.0103 | 68100 | 3.1651 | 0.3074 | 0.0209 | 0.0320 | 6.9407 | 0.4063 | 8.6847 | 0.9792 | +| 1.0117 | 68200 | 3.5427 | 0.3064 | 0.0207 | 0.0314 | 6.9807 | 0.4047 | 8.8091 | 0.9788 | +| 1.0132 | 68300 | 3.2221 | 0.3065 | 0.0211 | 0.0324 | 7.0441 | 0.4307 | 9.0499 | 0.9785 | +| 1.0147 | 68400 | 3.0728 | 0.3050 | 0.0211 | 0.0318 | 7.1668 | 0.3960 | 9.2427 | 0.9796 | +| 1.0162 | 68500 | 2.8283 | 0.3030 | 0.0208 | 0.0315 | 7.1576 | 0.3914 | 9.1025 | 0.9801 | +| 1.0177 | 68600 | 2.9899 | 0.3029 | 0.0206 | 0.0309 | 7.2782 | 0.3697 | 9.1114 | 0.9796 | +| 1.0192 | 68700 | 2.9655 | 0.3066 | 0.0209 | 0.0313 | 7.3402 | 0.3707 | 9.1107 | 0.9796 | +| 1.0207 | 68800 | 2.945 | 0.3017 | 0.0213 | 0.0311 | 7.2484 | 0.4235 | 9.0483 | 0.9795 | +| 1.0221 | 68900 | 2.9788 | 0.2949 | 0.0208 | 0.0311 | 7.2192 | 0.3943 | 9.0754 | 0.9813 | +| 1.0236 | 69000 | 2.6031 | 0.2908 | 0.0207 | 0.0313 | 7.2802 | 0.3923 | 9.1220 | 0.9806 | +| 1.0251 | 69100 | 3.5409 | 0.2954 | 0.0205 | 0.0325 | 7.1720 | 0.4318 | 9.1272 | 0.9801 | +| 1.0266 | 69200 | 3.0842 | 0.2906 | 0.0204 | 0.0315 | 7.3058 | 0.3825 | 9.2197 | 0.9807 | +| 1.0281 | 69300 | 3.6593 | 0.2931 | 0.0205 | 0.0321 | 7.1352 | 0.4252 | 9.0100 | 0.9804 | +| 1.0296 | 69400 | 2.6833 | 0.2840 | 0.0205 | 0.0311 | 7.2996 | 0.3823 | 9.1829 | 0.9810 | +| 1.0310 | 69500 | 3.2364 | 0.2888 | 0.0203 | 0.0317 | 7.0843 | 0.4229 | 8.8038 | 0.9813 | +| 1.0325 | 69600 | 3.3397 | 0.2926 | 0.0208 | 0.0321 | 7.0609 | 0.4382 | 8.7929 | 0.9816 | +| 1.0340 | 69700 | 3.2418 | 0.2917 | 0.0210 | 0.0317 | 7.2698 | 0.3988 | 8.9554 | 0.9806 | +| 1.0355 | 69800 | 3.1513 | 0.2936 | 0.0216 | 0.0325 | 7.2314 | 0.4302 | 9.0399 | 0.9810 | +| 1.0370 | 69900 | 3.1885 | 0.2903 | 0.0218 | 0.0321 | 7.3283 | 0.4242 | 9.1079 | 0.9807 | +| 1.0385 | 70000 | 2.9994 | 0.2913 | 0.0217 | 0.0322 | 7.2792 | 0.4407 | 9.0703 | 0.9811 | +| 1.0399 | 70100 | 2.9644 | 0.2893 | 0.0220 | 0.0321 | 7.4570 | 0.4155 | 9.1430 | 0.9813 | +| 1.0414 | 70200 | 3.2718 | 0.2860 | 0.0223 | 0.0319 | 7.4125 | 0.4279 | 9.0926 | 0.9819 | +| 1.0429 | 70300 | 3.2132 | 0.2877 | 0.0222 | 0.0316 | 7.3941 | 0.4244 | 9.0741 | 0.9808 | +| 1.0444 | 70400 | 2.9126 | 0.2888 | 0.0224 | 0.0316 | 7.4465 | 0.4215 | 9.1528 | 0.9811 | +| 1.0459 | 70500 | 3.5588 | 0.2936 | 0.0228 | 0.0316 | 7.2270 | 0.4541 | 9.0744 | 0.9808 | +| 1.0474 | 70600 | 3.1971 | 0.2914 | 0.0234 | 0.0323 | 7.2693 | 0.4496 | 9.0725 | 0.9819 | +| 1.0488 | 70700 | 3.0489 | 0.2907 | 0.0233 | 0.0327 | 7.2866 | 0.4663 | 9.1020 | 0.9819 | +| 1.0503 | 70800 | 3.2933 | 0.2836 | 0.0232 | 0.0324 | 7.3899 | 0.4350 | 9.1711 | 0.9819 | +| 1.0518 | 70900 | 3.0535 | 0.2834 | 0.0236 | 0.0318 | 7.3648 | 0.4123 | 9.1769 | 0.9829 | +| 1.0533 | 71000 | 3.3372 | 0.2891 | 0.0235 | 0.0323 | 7.3985 | 0.4238 | 9.0878 | 0.9823 | +| 1.0548 | 71100 | 3.3319 | 0.2873 | 0.0227 | 0.0318 | 7.3240 | 0.4267 | 8.9044 | 0.9820 | +| 1.0563 | 71200 | 3.1177 | 0.2863 | 0.0225 | 0.0312 | 7.3220 | 0.3981 | 8.9324 | 0.9815 | +| 1.0577 | 71300 | 2.9367 | 0.2873 | 0.0226 | 0.0308 | 7.4729 | 0.4018 | 8.9407 | 0.9817 | +| 1.0592 | 71400 | 2.9169 | 0.2854 | 0.0229 | 0.0312 | 7.4754 | 0.3939 | 9.0572 | 0.9815 | +| 1.0607 | 71500 | 3.3197 | 0.2869 | 0.0226 | 0.0319 | 7.2978 | 0.4288 | 8.9073 | 0.9821 | +| 1.0622 | 71600 | 3.298 | 0.2842 | 0.0223 | 0.0318 | 7.2812 | 0.4250 | 8.9796 | 0.9823 | +| 1.0637 | 71700 | 3.0897 | 0.2811 | 0.0221 | 0.0315 | 7.4895 | 0.4062 | 8.9768 | 0.9822 | +| 1.0652 | 71800 | 3.083 | 0.2821 | 0.0220 | 0.0319 | 7.4705 | 0.4098 | 8.9404 | 0.9822 | +| 1.0666 | 71900 | 3.2897 | 0.2783 | 0.0208 | 0.0321 | 7.4117 | 0.4187 | 8.8399 | 0.9827 | +| 1.0681 | 72000 | 2.7717 | 0.2778 | 0.0210 | 0.0310 | 7.4640 | 0.3975 | 8.8958 | 0.9825 | +| 1.0696 | 72100 | 3.5128 | 0.2823 | 0.0201 | 0.0304 | 7.1953 | 0.4406 | 8.6127 | 0.9823 | +| 1.0711 | 72200 | 3.3287 | 0.2851 | 0.0199 | 0.0313 | 7.1574 | 0.4569 | 8.8474 | 0.9821 | +| 1.0726 | 72300 | 3.0366 | 0.2850 | 0.0187 | 0.0316 | 7.1986 | 0.4507 | 8.8210 | 0.9815 | +| 1.0741 | 72400 | 3.0779 | 0.2865 | 0.0191 | 0.0318 | 7.3791 | 0.4459 | 8.8767 | 0.9816 | +| 1.0755 | 72500 | 2.7803 | 0.2800 | 0.0192 | 0.0314 | 7.3399 | 0.4167 | 9.0034 | 0.9822 | +| 1.0770 | 72600 | 2.7067 | 0.2774 | 0.0193 | 0.0314 | 7.4369 | 0.4051 | 9.0476 | 0.9823 | +| 1.0785 | 72700 | 2.7773 | 0.2808 | 0.0192 | 0.0313 | 7.3950 | 0.4315 | 9.0076 | 0.9817 | +| 1.0800 | 72800 | 3.1062 | 0.2821 | 0.0191 | 0.0307 | 7.3335 | 0.4348 | 8.9434 | 0.9818 | +| 1.0815 | 72900 | 3.2984 | 0.2843 | 0.0193 | 0.0316 | 7.1710 | 0.4575 | 8.8376 | 0.9814 | +| 1.0830 | 73000 | 3.2623 | 0.2829 | 0.0188 | 0.0308 | 7.1975 | 0.4224 | 8.5782 | 0.9823 | +| 1.0844 | 73100 | 2.8997 | 0.2794 | 0.0189 | 0.0310 | 7.3388 | 0.3998 | 8.6522 | 0.9824 | +| 1.0859 | 73200 | 2.6273 | 0.2802 | 0.0189 | 0.0310 | 7.4040 | 0.3899 | 8.7105 | 0.9825 | +| 1.0874 | 73300 | 2.92 | 0.2771 | 0.0189 | 0.0302 | 7.3276 | 0.3873 | 8.6398 | 0.9822 | +| 1.0889 | 73400 | 2.96 | 0.2778 | 0.0193 | 0.0306 | 7.3635 | 0.4018 | 8.6318 | 0.9813 | +| 1.0904 | 73500 | 2.996 | 0.2754 | 0.0192 | 0.0306 | 7.4171 | 0.3947 | 8.6464 | 0.9816 | +| 1.0919 | 73600 | 3.0246 | 0.2741 | 0.0193 | 0.0308 | 7.4893 | 0.3786 | 8.7148 | 0.9815 | +| 1.0933 | 73700 | 3.3904 | 0.2756 | 0.0188 | 0.0312 | 7.3349 | 0.3853 | 8.6187 | 0.9822 | +| 1.0948 | 73800 | 3.201 | 0.2781 | 0.0185 | 0.0314 | 7.2120 | 0.4026 | 8.4587 | 0.9823 | +| 1.0963 | 73900 | 3.4497 | 0.2819 | 0.0190 | 0.0315 | 7.1641 | 0.4415 | 8.2896 | 0.9820 | +| 1.0978 | 74000 | 2.1337 | 0.2751 | 0.0199 | 0.0309 | 7.7032 | 0.3676 | 8.6595 | 0.9829 | +| 1.0993 | 74100 | 2.8397 | 0.2733 | 0.0198 | 0.0281 | 7.5457 | 0.3889 | 8.6227 | 0.9827 | +| 1.1008 | 74200 | 3.0573 | 0.2755 | 0.0199 | 0.0260 | 7.4593 | 0.3959 | 8.4634 | 0.9824 | +| 1.1022 | 74300 | 3.0746 | 0.2750 | 0.0198 | 0.0260 | 7.5088 | 0.3677 | 8.5177 | 0.9826 | +| 1.1037 | 74400 | 2.8685 | 0.2766 | 0.0195 | 0.0245 | 7.5055 | 0.3693 | 8.5195 | 0.9827 | +| 1.1052 | 74500 | 2.9614 | 0.2768 | 0.0199 | 0.0228 | 7.5370 | 0.3687 | 8.5199 | 0.9818 | +| 1.1067 | 74600 | 2.6466 | 0.2769 | 0.0198 | 0.0201 | 7.7099 | 0.3558 | 8.6999 | 0.9820 | +| 1.1082 | 74700 | 2.9516 | 0.2761 | 0.0198 | 0.0159 | 7.6004 | 0.3724 | 8.6049 | 0.9816 | +| 1.1097 | 74800 | 3.3435 | 0.2762 | 0.0194 | 0.0141 | 7.5010 | 0.4060 | 8.5957 | 0.9819 | +| 1.1111 | 74900 | 2.992 | 0.2762 | 0.0196 | 0.0143 | 7.5519 | 0.3836 | 8.5807 | 0.9825 | +| 1.1126 | 75000 | 3.6789 | 0.2815 | 0.0193 | 0.0143 | 7.3627 | 0.4125 | 8.3984 | 0.9815 | +| 1.1141 | 75100 | 2.8137 | 0.2783 | 0.0194 | 0.0138 | 7.4661 | 0.3788 | 8.5069 | 0.9822 | +| 1.1156 | 75200 | 3.3416 | 0.2753 | 0.0192 | 0.0141 | 7.4544 | 0.3828 | 8.5490 | 0.9820 | +| 1.1171 | 75300 | 2.9754 | 0.2741 | 0.0193 | 0.0138 | 7.6114 | 0.3507 | 8.6867 | 0.9826 | +| 1.1186 | 75400 | 3.0765 | 0.2743 | 0.0193 | 0.0138 | 7.5052 | 0.3727 | 8.6561 | 0.9830 | +| 1.1200 | 75500 | 2.8418 | 0.2758 | 0.0193 | 0.0137 | 7.5542 | 0.3560 | 8.7213 | 0.9819 | +| 1.1215 | 75600 | 2.9215 | 0.2750 | 0.0197 | 0.0134 | 7.6648 | 0.3529 | 8.6409 | 0.9814 | +| 1.1230 | 75700 | 2.8958 | 0.2709 | 0.0195 | 0.0137 | 7.4959 | 0.3597 | 8.5122 | 0.9822 | +| 1.1245 | 75800 | 3.0831 | 0.2726 | 0.0197 | 0.0141 | 7.4877 | 0.3739 | 8.5031 | 0.9814 | +| 1.1260 | 75900 | 3.2668 | 0.2736 | 0.0194 | 0.0141 | 7.4267 | 0.4013 | 8.5242 | 0.9812 | +| 1.1275 | 76000 | 3.2451 | 0.2710 | 0.0191 | 0.0138 | 7.5573 | 0.3821 | 8.6480 | 0.9820 | +| 1.1289 | 76100 | 2.4667 | 0.2748 | 0.0190 | 0.0139 | 7.7391 | 0.3407 | 8.8624 | 0.9821 | +| 1.1304 | 76200 | 2.8091 | 0.2773 | 0.0190 | 0.0143 | 7.6768 | 0.3522 | 8.8665 | 0.9815 | +| 1.1319 | 76300 | 2.9587 | 0.2730 | 0.0191 | 0.0140 | 7.6802 | 0.3497 | 8.7587 | 0.9818 | +| 1.1334 | 76400 | 2.7547 | 0.2704 | 0.0190 | 0.0143 | 7.6149 | 0.3468 | 8.7534 | 0.9819 | +| 1.1349 | 76500 | 3.4292 | 0.2734 | 0.0192 | 0.0142 | 7.5090 | 0.3824 | 8.5703 | 0.9813 | +| 1.1364 | 76600 | 2.8526 | 0.2673 | 0.0198 | 0.0149 | 7.5939 | 0.3770 | 8.6809 | 0.9815 | +| 1.1378 | 76700 | 3.1276 | 0.2664 | 0.0196 | 0.0149 | 7.5704 | 0.3599 | 8.6899 | 0.9821 | +| 1.1393 | 76800 | 2.8818 | 0.2668 | 0.0194 | 0.0147 | 7.6988 | 0.3421 | 8.8167 | 0.9819 | +| 1.1408 | 76900 | 3.0878 | 0.2702 | 0.0188 | 0.0145 | 7.5921 | 0.3524 | 8.6744 | 0.9817 | +| 1.1423 | 77000 | 3.144 | 0.2732 | 0.0194 | 0.0142 | 7.5655 | 0.3706 | 8.6828 | 0.9822 | +| 1.1438 | 77100 | 2.9853 | 0.2713 | 0.0193 | 0.0137 | 7.6778 | 0.3579 | 8.7312 | 0.9814 | +| 1.1453 | 77200 | 3.3544 | 0.2732 | 0.0191 | 0.0138 | 7.6115 | 0.3551 | 8.7250 | 0.9816 | +| 1.1467 | 77300 | 3.489 | 0.2757 | 0.0194 | 0.0141 | 7.4241 | 0.4032 | 8.6913 | 0.9816 | +| 1.1482 | 77400 | 2.8712 | 0.2752 | 0.0194 | 0.0139 | 7.6690 | 0.3603 | 8.8394 | 0.9818 | +| 1.1497 | 77500 | 2.9497 | 0.2751 | 0.0192 | 0.0137 | 7.6337 | 0.3639 | 8.7411 | 0.9816 | +| 1.1512 | 77600 | 3.2071 | 0.2719 | 0.0197 | 0.0136 | 7.6281 | 0.3675 | 8.7967 | 0.9816 | +| 1.1527 | 77700 | 2.9186 | 0.2708 | 0.0194 | 0.0135 | 7.5242 | 0.3642 | 8.6873 | 0.9824 | +| 1.1542 | 77800 | 3.1246 | 0.2683 | 0.0199 | 0.0139 | 7.7062 | 0.3570 | 8.7370 | 0.9827 | +| 1.1556 | 77900 | 2.7721 | 0.2669 | 0.0201 | 0.0139 | 7.6895 | 0.3524 | 8.7947 | 0.9827 | +| 1.1571 | 78000 | 2.84 | 0.2652 | 0.0201 | 0.0140 | 7.6285 | 0.3541 | 8.8045 | 0.9825 | +| 1.1586 | 78100 | 2.8513 | 0.2656 | 0.0198 | 0.0142 | 7.6795 | 0.3524 | 8.8600 | 0.9831 | +| 1.1601 | 78200 | 3.4819 | 0.2658 | 0.0198 | 0.0143 | 7.4840 | 0.4043 | 8.7133 | 0.9830 | +| 1.1616 | 78300 | 2.9694 | 0.2664 | 0.0200 | 0.0144 | 7.5929 | 0.3719 | 8.8245 | 0.9825 | +| 1.1631 | 78400 | 2.7721 | 0.2667 | 0.0197 | 0.0148 | 7.7232 | 0.3646 | 8.8939 | 0.9825 | +| 1.1646 | 78500 | 3.2919 | 0.2659 | 0.0194 | 0.0151 | 7.5378 | 0.3826 | 8.7645 | 0.9827 | +| 1.1660 | 78600 | 2.819 | 0.2672 | 0.0190 | 0.0151 | 7.5686 | 0.3537 | 8.8404 | 0.9835 | +| 1.1675 | 78700 | 2.9989 | 0.2689 | 0.0183 | 0.0150 | 7.7040 | 0.3479 | 8.8697 | 0.9829 | +| 1.1690 | 78800 | 3.3104 | 0.2719 | 0.0184 | 0.0148 | 7.5541 | 0.3522 | 8.6847 | 0.9823 | +| 1.1705 | 78900 | 2.7837 | 0.2667 | 0.0184 | 0.0148 | 7.6027 | 0.3479 | 8.7998 | 0.9820 | +| 1.1720 | 79000 | 3.3565 | 0.2650 | 0.0184 | 0.0152 | 7.5635 | 0.3572 | 8.8324 | 0.9826 | +| 1.1735 | 79100 | 3.3165 | 0.2633 | 0.0184 | 0.0153 | 7.5462 | 0.3720 | 8.7831 | 0.9823 | +| 1.1749 | 79200 | 3.0094 | 0.2629 | 0.0188 | 0.0153 | 7.5361 | 0.4006 | 8.8556 | 0.9834 | +| 1.1764 | 79300 | 3.1274 | 0.2631 | 0.0189 | 0.0154 | 7.6058 | 0.3618 | 8.9003 | 0.9835 | +| 1.1779 | 79400 | 3.4547 | 0.2645 | 0.0187 | 0.0154 | 7.5307 | 0.3855 | 8.7933 | 0.9836 | +| 1.1794 | 79500 | 3.239 | 0.2618 | 0.0191 | 0.0150 | 7.5811 | 0.3689 | 8.7684 | 0.9828 | +| 1.1809 | 79600 | 2.8349 | 0.2625 | 0.0185 | 0.0151 | 7.7299 | 0.3410 | 8.7987 | 0.9824 | +| 1.1824 | 79700 | 3.2581 | 0.2635 | 0.0186 | 0.0151 | 7.4990 | 0.3669 | 8.4831 | 0.9823 | +| 1.1838 | 79800 | 2.4636 | 0.2641 | 0.0184 | 0.0149 | 7.6133 | 0.3336 | 8.5977 | 0.9821 | +| 1.1853 | 79900 | 3.3803 | 0.2644 | 0.0185 | 0.0149 | 7.5297 | 0.3421 | 8.5954 | 0.9816 | +| 1.1868 | 80000 | 3.1575 | 0.2614 | 0.0188 | 0.0146 | 7.5518 | 0.3542 | 8.6482 | 0.9831 | +| 1.1883 | 80100 | 2.939 | 0.2641 | 0.0185 | 0.0141 | 7.5478 | 0.3560 | 8.6993 | 0.9826 | +| 1.1898 | 80200 | 3.1153 | 0.2625 | 0.0188 | 0.0141 | 7.6792 | 0.3477 | 8.8443 | 0.9822 | +| 1.1913 | 80300 | 2.8984 | 0.2620 | 0.0187 | 0.0140 | 7.6909 | 0.3453 | 8.7826 | 0.9825 | +| 1.1927 | 80400 | 3.2267 | 0.2626 | 0.0189 | 0.0141 | 7.7858 | 0.3366 | 8.8121 | 0.9828 | +| 1.1942 | 80500 | 3.5939 | 0.2632 | 0.0186 | 0.0142 | 7.5424 | 0.3706 | 8.6891 | 0.9828 | +| 1.1957 | 80600 | 2.7711 | 0.2624 | 0.0190 | 0.0142 | 7.8239 | 0.3303 | 8.7955 | 0.9825 | +| 1.1972 | 80700 | 3.0539 | 0.2631 | 0.0191 | 0.0135 | 7.9311 | 0.3153 | 8.9143 | 0.9829 | +| 1.1987 | 80800 | 2.8276 | 0.2653 | 0.0191 | 0.0137 | 7.8145 | 0.3227 | 8.8991 | 0.9828 | +| 1.2002 | 80900 | 3.2794 | 0.2656 | 0.0193 | 0.0140 | 7.8047 | 0.3244 | 8.8570 | 0.9826 | +| 1.2016 | 81000 | 3.0659 | 0.2654 | 0.0192 | 0.0139 | 7.7885 | 0.3289 | 8.8695 | 0.9825 | +| 1.2031 | 81100 | 2.7521 | 0.2602 | 0.0189 | 0.0138 | 7.8046 | 0.3290 | 8.8019 | 0.9829 | +| 1.2046 | 81200 | 2.992 | 0.2620 | 0.0194 | 0.0137 | 7.7197 | 0.3279 | 8.7649 | 0.9823 | +| 1.2061 | 81300 | 3.1474 | 0.2625 | 0.0194 | 0.0136 | 7.5590 | 0.3422 | 8.6954 | 0.9811 | +| 1.2076 | 81400 | 3.0351 | 0.2612 | 0.0191 | 0.0136 | 7.5551 | 0.3366 | 8.6233 | 0.9819 | +| 1.2091 | 81500 | 3.056 | 0.2603 | 0.0193 | 0.0133 | 7.5640 | 0.3396 | 8.6556 | 0.9824 | +| 1.2105 | 81600 | 2.9512 | 0.2623 | 0.0191 | 0.0131 | 7.6927 | 0.3299 | 8.6812 | 0.9818 | +| 1.2120 | 81700 | 2.6346 | 0.2649 | 0.0191 | 0.0128 | 7.7581 | 0.3251 | 8.7293 | 0.9817 | +| 1.2135 | 81800 | 2.6618 | 0.2609 | 0.0187 | 0.0130 | 7.6857 | 0.3300 | 8.6722 | 0.9819 | +| 1.2150 | 81900 | 3.1801 | 0.2605 | 0.0189 | 0.0132 | 7.6768 | 0.3282 | 8.7202 | 0.9821 | +| 1.2165 | 82000 | 3.945 | 0.2671 | 0.0191 | 0.0132 | 7.3611 | 0.3774 | 8.4413 | 0.9818 | +| 1.2180 | 82100 | 3.2797 | 0.2632 | 0.0193 | 0.0128 | 7.4319 | 0.3596 | 8.5268 | 0.9822 | +| 1.2194 | 82200 | 2.9061 | 0.2593 | 0.0190 | 0.0129 | 7.6413 | 0.3378 | 8.7419 | 0.9824 | +| 1.2209 | 82300 | 2.9673 | 0.2626 | 0.0188 | 0.0131 | 7.5764 | 0.3429 | 8.6966 | 0.9823 | +| 1.2224 | 82400 | 3.4889 | 0.2633 | 0.0187 | 0.0132 | 7.4888 | 0.3509 | 8.4243 | 0.9822 | +| 1.2239 | 82500 | 3.1069 | 0.2619 | 0.0186 | 0.0128 | 7.5586 | 0.3419 | 8.4637 | 0.9820 | +| 1.2254 | 82600 | 3.0879 | 0.2585 | 0.0188 | 0.0130 | 7.6673 | 0.3254 | 8.5949 | 0.9822 | +| 1.2269 | 82700 | 3.8009 | 0.2652 | 0.0186 | 0.0133 | 7.4150 | 0.3675 | 8.3046 | 0.9809 | +| 1.2283 | 82800 | 2.6736 | 0.2607 | 0.0184 | 0.0132 | 7.6946 | 0.3291 | 8.5325 | 0.9813 | +| 1.2298 | 82900 | 2.739 | 0.2603 | 0.0183 | 0.0134 | 7.7302 | 0.3258 | 8.6311 | 0.9817 | +| 1.2313 | 83000 | 3.3155 | 0.2623 | 0.0184 | 0.0132 | 7.6042 | 0.3373 | 8.5759 | 0.9810 | +| 1.2328 | 83100 | 3.1052 | 0.2588 | 0.0189 | 0.0131 | 7.6634 | 0.3257 | 8.7006 | 0.9815 | +| 1.2343 | 83200 | 3.55 | 0.2609 | 0.0188 | 0.0136 | 7.5393 | 0.3518 | 8.5879 | 0.9813 | +| 1.2358 | 83300 | 2.7209 | 0.2576 | 0.0188 | 0.0135 | 7.8459 | 0.3142 | 8.7969 | 0.9818 | +| 1.2372 | 83400 | 3.2702 | 0.2606 | 0.0192 | 0.0131 | 7.6092 | 0.3446 | 8.5405 | 0.9815 | +| 1.2387 | 83500 | 3.2 | 0.2601 | 0.0192 | 0.0133 | 7.6136 | 0.3507 | 8.5581 | 0.9809 | +| 1.2402 | 83600 | 3.1066 | 0.2598 | 0.0193 | 0.0131 | 7.6405 | 0.3454 | 8.5874 | 0.9817 | +| 1.2417 | 83700 | 3.3576 | 0.2614 | 0.0190 | 0.0134 | 7.6110 | 0.3431 | 8.5354 | 0.9818 | +| 1.2432 | 83800 | 3.225 | 0.2600 | 0.0190 | 0.0134 | 7.7706 | 0.3319 | 8.6657 | 0.9816 | +| 1.2447 | 83900 | 2.9281 | 0.2583 | 0.0187 | 0.0133 | 7.7468 | 0.3294 | 8.6795 | 0.9815 | +| 1.2461 | 84000 | 3.0318 | 0.2572 | 0.0188 | 0.0129 | 7.7129 | 0.3363 | 8.5760 | 0.9819 | +| 1.2476 | 84100 | 3.0144 | 0.2573 | 0.0187 | 0.0128 | 7.6291 | 0.3493 | 8.5908 | 0.9818 | +| 1.2491 | 84200 | 3.1679 | 0.2568 | 0.0184 | 0.0126 | 7.6983 | 0.3458 | 8.6489 | 0.9818 | +| 1.2506 | 84300 | 3.0728 | 0.2560 | 0.0182 | 0.0126 | 7.6961 | 0.3324 | 8.6348 | 0.9823 | +| 1.2521 | 84400 | 3.0562 | 0.2578 | 0.0183 | 0.0127 | 7.5841 | 0.3301 | 8.6755 | 0.9817 | +| 1.2536 | 84500 | 3.0854 | 0.2585 | 0.0178 | 0.0131 | 7.5501 | 0.3476 | 8.6107 | 0.9818 | +| 1.2550 | 84600 | 3.1808 | 0.2587 | 0.0175 | 0.0130 | 7.5752 | 0.3435 | 8.5075 | 0.9817 | +| 1.2565 | 84700 | 3.3018 | 0.2584 | 0.0174 | 0.0129 | 7.5173 | 0.3446 | 8.5290 | 0.9819 | +| 1.2580 | 84800 | 3.0389 | 0.2590 | 0.0175 | 0.0130 | 7.6128 | 0.3429 | 8.5971 | 0.9816 | +| 1.2595 | 84900 | 2.5415 | 0.2579 | 0.0174 | 0.0130 | 7.7198 | 0.3234 | 8.6854 | 0.9825 | +| 1.2610 | 85000 | 3.4417 | 0.2557 | 0.0173 | 0.0131 | 7.5677 | 0.3317 | 8.5612 | 0.9824 | +| 1.2625 | 85100 | 3.2958 | 0.2554 | 0.0177 | 0.0129 | 7.5905 | 0.3304 | 8.5252 | 0.9820 | +| 1.2639 | 85200 | 3.082 | 0.2553 | 0.0177 | 0.0129 | 7.6422 | 0.3254 | 8.5418 | 0.9818 | +| 1.2654 | 85300 | 3.2787 | 0.2541 | 0.0173 | 0.0128 | 7.6258 | 0.3357 | 8.5063 | 0.9821 | +| 1.2669 | 85400 | 2.5262 | 0.2546 | 0.0175 | 0.0125 | 7.7325 | 0.3203 | 8.6340 | 0.9819 | +| 1.2684 | 85500 | 2.8341 | 0.2610 | 0.0175 | 0.0131 | 7.6919 | 0.3378 | 8.4444 | 0.9818 | +| 1.2699 | 85600 | 2.9848 | 0.2592 | 0.0175 | 0.0133 | 7.7098 | 0.3264 | 8.4700 | 0.9821 | +| 1.2714 | 85700 | 3.06 | 0.2587 | 0.0176 | 0.0132 | 7.7698 | 0.3226 | 8.5379 | 0.9820 | +| 1.2728 | 85800 | 2.7765 | 0.2565 | 0.0178 | 0.0133 | 7.8455 | 0.3217 | 8.5519 | 0.9822 | +| 1.2743 | 85900 | 2.8081 | 0.2558 | 0.0176 | 0.0133 | 7.8809 | 0.3134 | 8.6393 | 0.9823 | +| 1.2758 | 86000 | 3.2255 | 0.2580 | 0.0178 | 0.0131 | 7.6560 | 0.3341 | 8.4304 | 0.9827 | +| 1.2773 | 86100 | 2.8744 | 0.2549 | 0.0179 | 0.0132 | 7.7149 | 0.3290 | 8.5449 | 0.9831 | +| 1.2788 | 86200 | 2.8694 | 0.2555 | 0.0180 | 0.0135 | 7.9052 | 0.3172 | 8.6647 | 0.9832 | +| 1.2803 | 86300 | 3.1671 | 0.2548 | 0.0184 | 0.0135 | 7.8255 | 0.3170 | 8.6555 | 0.9826 | +| 1.2817 | 86400 | 2.6914 | 0.2556 | 0.0186 | 0.0134 | 7.9931 | 0.3089 | 8.6943 | 0.9826 | +| 1.2832 | 86500 | 3.2447 | 0.2546 | 0.0185 | 0.0134 | 7.8359 | 0.3145 | 8.5970 | 0.9830 | +| 1.2847 | 86600 | 3.3369 | 0.2572 | 0.0184 | 0.0134 | 7.6346 | 0.3382 | 8.4707 | 0.9820 | +| 1.2862 | 86700 | 3.0788 | 0.2587 | 0.0186 | 0.0137 | 7.7591 | 0.3270 | 8.6398 | 0.9820 | +| 1.2877 | 86800 | 2.7355 | 0.2586 | 0.0186 | 0.0135 | 7.8470 | 0.3170 | 8.8179 | 0.9820 | +| 1.2892 | 86900 | 2.9656 | 0.2553 | 0.0182 | 0.0136 | 7.7903 | 0.3240 | 8.7078 | 0.9820 | +| 1.2906 | 87000 | 2.6377 | 0.2563 | 0.0182 | 0.0135 | 7.8080 | 0.3200 | 8.7225 | 0.9821 | +| 1.2921 | 87100 | 2.9498 | 0.2577 | 0.0186 | 0.0134 | 7.7521 | 0.3324 | 8.5655 | 0.9825 | +| 1.2936 | 87200 | 2.9698 | 0.2559 | 0.0184 | 0.0136 | 7.7513 | 0.3255 | 8.5282 | 0.9827 | +| 1.2951 | 87300 | 3.254 | 0.2542 | 0.0185 | 0.0137 | 7.6153 | 0.3307 | 8.4553 | 0.9830 | +| 1.2966 | 87400 | 3.2825 | 0.2530 | 0.0187 | 0.0135 | 7.5768 | 0.3317 | 8.5295 | 0.9827 | +| 1.2981 | 87500 | 2.8805 | 0.2579 | 0.0191 | 0.0133 | 7.7347 | 0.3228 | 8.6760 | 0.9823 | +| 1.2995 | 87600 | 3.1899 | 0.2572 | 0.0192 | 0.0133 | 7.6975 | 0.3240 | 8.6311 | 0.9822 | +| 1.3010 | 87700 | 2.98 | 0.2551 | 0.0188 | 0.0134 | 7.7242 | 0.3182 | 8.7161 | 0.9823 | +| 1.3025 | 87800 | 2.7864 | 0.2524 | 0.0188 | 0.0133 | 7.7935 | 0.3137 | 8.6782 | 0.9830 | +| 1.3040 | 87900 | 2.9144 | 0.2527 | 0.0186 | 0.0133 | 7.7232 | 0.3217 | 8.6170 | 0.9829 | +| 1.3055 | 88000 | 3.0164 | 0.2549 | 0.0189 | 0.0132 | 7.6609 | 0.3398 | 8.5793 | 0.9819 | +| 1.3070 | 88100 | 2.8999 | 0.2562 | 0.0190 | 0.0136 | 7.7571 | 0.3359 | 8.5588 | 0.9825 | +| 1.3085 | 88200 | 2.9761 | 0.2554 | 0.0189 | 0.0138 | 7.6566 | 0.3312 | 8.5766 | 0.9824 | +| 1.3099 | 88300 | 3.398 | 0.2562 | 0.0189 | 0.0138 | 7.5561 | 0.3452 | 8.4699 | 0.9825 | +| 1.3114 | 88400 | 3.0808 | 0.2543 | 0.0186 | 0.0137 | 7.5496 | 0.3539 | 8.4729 | 0.9820 | +| 1.3129 | 88500 | 2.9581 | 0.2535 | 0.0184 | 0.0134 | 7.4802 | 0.3415 | 8.4448 | 0.9827 | +| 1.3144 | 88600 | 2.6116 | 0.2506 | 0.0183 | 0.0135 | 7.6948 | 0.3202 | 8.6513 | 0.9828 | +| 1.3159 | 88700 | 3.137 | 0.2488 | 0.0183 | 0.0133 | 7.6788 | 0.3249 | 8.5761 | 0.9833 | +| 1.3174 | 88800 | 3.4252 | 0.2511 | 0.0183 | 0.0133 | 7.5080 | 0.3392 | 8.4775 | 0.9829 | +| 1.3188 | 88900 | 2.1894 | 0.2545 | 0.0185 | 0.0134 | 7.8742 | 0.3061 | 8.8148 | 0.9826 | +| 1.3203 | 89000 | 3.0024 | 0.2513 | 0.0181 | 0.0131 | 7.8417 | 0.3117 | 8.7382 | 0.9825 | +| 1.3218 | 89100 | 2.9624 | 0.2494 | 0.0183 | 0.0132 | 7.6986 | 0.3268 | 8.5587 | 0.9826 | +| 1.3233 | 89200 | 3.1295 | 0.2491 | 0.0178 | 0.0127 | 7.5993 | 0.3429 | 8.4299 | 0.9826 | +| 1.3248 | 89300 | 2.5216 | 0.2516 | 0.0177 | 0.0124 | 7.7416 | 0.3150 | 8.6228 | 0.9826 | +| 1.3263 | 89400 | 3.4754 | 0.2525 | 0.0175 | 0.0127 | 7.5557 | 0.3377 | 8.4208 | 0.9824 | +| 1.3277 | 89500 | 2.8272 | 0.2530 | 0.0177 | 0.0127 | 7.6698 | 0.3255 | 8.5205 | 0.9827 | +| 1.3292 | 89600 | 2.9766 | 0.2519 | 0.0180 | 0.0127 | 7.7631 | 0.3196 | 8.6082 | 0.9829 | +| 1.3307 | 89700 | 2.8801 | 0.2492 | 0.0185 | 0.0125 | 7.8078 | 0.3162 | 8.6000 | 0.9830 | +| 1.3322 | 89800 | 2.7556 | 0.2494 | 0.0184 | 0.0127 | 7.7678 | 0.3231 | 8.6259 | 0.9827 | +| 1.3337 | 89900 | 2.939 | 0.2509 | 0.0181 | 0.0129 | 7.7782 | 0.3139 | 8.6434 | 0.9827 | +| 1.3352 | 90000 | 2.7261 | 0.2490 | 0.0178 | 0.0126 | 7.7632 | 0.3115 | 8.7242 | 0.9826 | +| 1.3366 | 90100 | 3.3597 | 0.2468 | 0.0176 | 0.0122 | 7.6584 | 0.3195 | 8.5624 | 0.9825 | +| 1.3381 | 90200 | 2.8528 | 0.2475 | 0.0181 | 0.0123 | 7.7796 | 0.3113 | 8.6175 | 0.9826 | +| 1.3396 | 90300 | 3.2126 | 0.2483 | 0.0188 | 0.0124 | 7.5991 | 0.3332 | 8.5226 | 0.9828 | +| 1.3411 | 90400 | 2.9895 | 0.2464 | 0.0185 | 0.0124 | 7.7054 | 0.3169 | 8.5324 | 0.9823 | +| 1.3426 | 90500 | 3.2079 | 0.2462 | 0.0182 | 0.0127 | 7.6348 | 0.3235 | 8.5346 | 0.9820 | +| 1.3441 | 90600 | 3.1648 | 0.2487 | 0.0186 | 0.0129 | 7.6793 | 0.3250 | 8.7408 | 0.9826 | +| 1.3455 | 90700 | 2.9303 | 0.2501 | 0.0186 | 0.0130 | 7.7027 | 0.3197 | 8.7842 | 0.9822 | +| 1.3470 | 90800 | 3.3586 | 0.2471 | 0.0185 | 0.0125 | 7.6496 | 0.3278 | 8.7479 | 0.9825 | +| 1.3485 | 90900 | 2.8041 | 0.2476 | 0.0182 | 0.0127 | 7.7330 | 0.3205 | 8.8123 | 0.9834 | +| 1.3500 | 91000 | 2.1661 | 0.2461 | 0.0177 | 0.0123 | 7.8422 | 0.3097 | 8.8695 | 0.9827 | +| 1.3515 | 91100 | 3.4811 | 0.2463 | 0.0177 | 0.0123 | 7.5959 | 0.3300 | 8.6341 | 0.9828 | +| 1.3530 | 91200 | 3.0374 | 0.2464 | 0.0176 | 0.0126 | 7.6964 | 0.3248 | 8.7176 | 0.9826 | +| 1.3544 | 91300 | 2.3386 | 0.2463 | 0.0174 | 0.0125 | 7.8068 | 0.3162 | 8.7161 | 0.9833 | +| 1.3559 | 91400 | 2.3148 | 0.2436 | 0.0170 | 0.0128 | 7.7868 | 0.3029 | 8.7667 | 0.9834 | +| 1.3574 | 91500 | 3.1766 | 0.2439 | 0.0167 | 0.0128 | 7.7331 | 0.3175 | 8.6596 | 0.9829 | +| 1.3589 | 91600 | 3.2062 | 0.2436 | 0.0168 | 0.0128 | 7.6931 | 0.3199 | 8.6093 | 0.9834 | +| 1.3604 | 91700 | 2.8454 | 0.2441 | 0.0170 | 0.0131 | 7.6396 | 0.3279 | 8.5572 | 0.9830 | +| 1.3619 | 91800 | 3.5321 | 0.2492 | 0.0174 | 0.0135 | 7.5928 | 0.3515 | 8.3962 | 0.9831 | +| 1.3633 | 91900 | 2.7752 | 0.2447 | 0.0175 | 0.0131 | 7.6463 | 0.3230 | 8.5041 | 0.9835 | +| 1.3648 | 92000 | 3.025 | 0.2439 | 0.0172 | 0.0134 | 7.6239 | 0.3227 | 8.5202 | 0.9840 | +| 1.3663 | 92100 | 3.3885 | 0.2431 | 0.0172 | 0.0134 | 7.5348 | 0.3380 | 8.5114 | 0.9841 | +| 1.3678 | 92200 | 3.2917 | 0.2431 | 0.0178 | 0.0135 | 7.6270 | 0.3357 | 8.6338 | 0.9844 | +| 1.3693 | 92300 | 3.1292 | 0.2445 | 0.0179 | 0.0131 | 7.6980 | 0.3300 | 8.6601 | 0.9837 | +| 1.3708 | 92400 | 2.6881 | 0.2429 | 0.0180 | 0.0130 | 7.8085 | 0.3124 | 8.8450 | 0.9837 | +| 1.3722 | 92500 | 2.7393 | 0.2461 | 0.0182 | 0.0132 | 7.8795 | 0.3043 | 8.9074 | 0.9834 | +| 1.3737 | 92600 | 3.1808 | 0.2437 | 0.0182 | 0.0128 | 7.7040 | 0.3162 | 8.7757 | 0.9846 | +| 1.3752 | 92700 | 3.2614 | 0.2439 | 0.0182 | 0.0129 | 7.6279 | 0.3284 | 8.7240 | 0.9841 | +| 1.3767 | 92800 | 2.9503 | 0.2421 | 0.0182 | 0.0133 | 7.6975 | 0.3250 | 8.8461 | 0.9838 | +| 1.3782 | 92900 | 3.0222 | 0.2423 | 0.0182 | 0.0134 | 7.6819 | 0.3250 | 8.7830 | 0.9839 | +| 1.3797 | 93000 | 2.9125 | 0.2427 | 0.0183 | 0.0137 | 7.6746 | 0.3236 | 8.7890 | 0.9830 | +| 1.3811 | 93100 | 2.5369 | 0.2423 | 0.0183 | 0.0135 | 7.8436 | 0.3150 | 8.9122 | 0.9838 | +| 1.3826 | 93200 | 3.2852 | 0.2425 | 0.0187 | 0.0136 | 7.8168 | 0.3240 | 8.8744 | 0.9843 | +| 1.3841 | 93300 | 3.3673 | 0.2415 | 0.0186 | 0.0134 | 7.7735 | 0.3262 | 8.8584 | 0.9839 | +| 1.3856 | 93400 | 2.5582 | 0.2424 | 0.0186 | 0.0131 | 7.8538 | 0.3169 | 8.9079 | 0.9842 | +| 1.3871 | 93500 | 3.037 | 0.2416 | 0.0187 | 0.0129 | 7.7952 | 0.3221 | 8.9341 | 0.9841 | +| 1.3886 | 93600 | 2.4847 | 0.2431 | 0.0188 | 0.0127 | 7.9676 | 0.3093 | 9.0913 | 0.9834 | +| 1.3900 | 93700 | 2.7362 | 0.2431 | 0.0186 | 0.0125 | 7.8843 | 0.3125 | 9.0370 | 0.9833 | +| 1.3915 | 93800 | 2.8233 | 0.2409 | 0.0185 | 0.0131 | 7.8642 | 0.3134 | 8.9927 | 0.9832 | +| 1.3930 | 93900 | 2.9698 | 0.2375 | 0.0183 | 0.0131 | 7.7692 | 0.3247 | 8.8404 | 0.9834 | +| 1.3945 | 94000 | 2.1528 | 0.2369 | 0.0186 | 0.0132 | 7.9791 | 0.2985 | 9.0153 | 0.9833 | +| 1.3960 | 94100 | 3.4673 | 0.2393 | 0.0184 | 0.0129 | 7.8347 | 0.3220 | 8.9129 | 0.9837 | +| 1.3975 | 94200 | 3.2983 | 0.2372 | 0.0180 | 0.0130 | 7.6862 | 0.3302 | 8.9369 | 0.9840 | +| 1.3989 | 94300 | 3.363 | 0.2384 | 0.0179 | 0.0129 | 7.6757 | 0.3279 | 8.9179 | 0.9833 | +| 1.4004 | 94400 | 2.9416 | 0.2389 | 0.0178 | 0.0128 | 7.6603 | 0.3272 | 8.8301 | 0.9833 | +| 1.4019 | 94500 | 3.3557 | 0.2409 | 0.0177 | 0.0129 | 7.5387 | 0.3435 | 8.7112 | 0.9828 | +| 1.4034 | 94600 | 3.23 | 0.2401 | 0.0181 | 0.0133 | 7.6919 | 0.3338 | 8.8600 | 0.9835 | +| 1.4049 | 94700 | 3.0616 | 0.2443 | 0.0181 | 0.0130 | 7.8439 | 0.3214 | 8.9826 | 0.9831 | +| 1.4064 | 94800 | 3.501 | 0.2415 | 0.0183 | 0.0129 | 7.7001 | 0.3350 | 8.8640 | 0.9834 | +| 1.4078 | 94900 | 2.5999 | 0.2398 | 0.0181 | 0.0131 | 7.8242 | 0.3167 | 8.9794 | 0.9835 | +| 1.4093 | 95000 | 3.0033 | 0.2426 | 0.0180 | 0.0129 | 7.8138 | 0.3174 | 9.0029 | 0.9832 | +| 1.4108 | 95100 | 2.6339 | 0.2417 | 0.0181 | 0.0129 | 7.8407 | 0.3188 | 9.0209 | 0.9830 | +| 1.4123 | 95200 | 2.9916 | 0.2405 | 0.0180 | 0.0128 | 7.8109 | 0.3198 | 9.0267 | 0.9833 | +| 1.4138 | 95300 | 3.3437 | 0.2415 | 0.0178 | 0.0129 | 7.6857 | 0.3280 | 8.9120 | 0.9830 | +| 1.4153 | 95400 | 2.7018 | 0.2395 | 0.0179 | 0.0129 | 7.7859 | 0.3204 | 8.9856 | 0.9842 | +| 1.4167 | 95500 | 2.8181 | 0.2376 | 0.0178 | 0.0132 | 7.7666 | 0.3146 | 8.9399 | 0.9839 | +| 1.4182 | 95600 | 2.9089 | 0.2365 | 0.0180 | 0.0133 | 7.7892 | 0.3136 | 9.0155 | 0.9845 | +| 1.4197 | 95700 | 2.892 | 0.2371 | 0.0177 | 0.0129 | 7.8101 | 0.3115 | 9.0964 | 0.9846 | +| 1.4212 | 95800 | 3.2911 | 0.2397 | 0.0174 | 0.0128 | 7.8134 | 0.3175 | 9.0373 | 0.9838 | +| 1.4227 | 95900 | 2.6701 | 0.2416 | 0.0173 | 0.0127 | 7.9559 | 0.3009 | 9.1588 | 0.9832 | +| 1.4242 | 96000 | 3.1692 | 0.2396 | 0.0175 | 0.0127 | 7.9175 | 0.3045 | 9.1304 | 0.9847 | +| 1.4256 | 96100 | 2.7803 | 0.2422 | 0.0178 | 0.0127 | 7.9903 | 0.2974 | 9.0889 | 0.9834 | +| 1.4271 | 96200 | 3.0986 | 0.2396 | 0.0177 | 0.0123 | 7.7890 | 0.3105 | 8.9627 | 0.9839 | +| 1.4286 | 96300 | 2.7185 | 0.2414 | 0.0176 | 0.0126 | 7.8356 | 0.3081 | 8.8534 | 0.9837 | +| 1.4301 | 96400 | 3.1821 | 0.2398 | 0.0180 | 0.0126 | 7.7999 | 0.3133 | 8.8757 | 0.9841 | +| 1.4316 | 96500 | 2.6722 | 0.2386 | 0.0181 | 0.0125 | 7.8607 | 0.3049 | 8.9422 | 0.9836 | +| 1.4331 | 96600 | 3.3295 | 0.2378 | 0.0181 | 0.0129 | 7.8217 | 0.3011 | 8.8967 | 0.9840 | +| 1.4345 | 96700 | 2.8715 | 0.2385 | 0.0182 | 0.0129 | 7.8608 | 0.3052 | 8.9571 | 0.9839 | +| 1.4360 | 96800 | 2.9627 | 0.2380 | 0.0180 | 0.0128 | 7.8615 | 0.3006 | 8.9409 | 0.9839 | +| 1.4375 | 96900 | 2.2097 | 0.2380 | 0.0180 | 0.0126 | 7.9937 | 0.2926 | 9.0446 | 0.9840 | +| 1.4390 | 97000 | 3.1413 | 0.2366 | 0.0180 | 0.0124 | 7.8844 | 0.3051 | 8.9100 | 0.9845 | +| 1.4405 | 97100 | 2.7111 | 0.2368 | 0.0183 | 0.0126 | 7.9262 | 0.3026 | 8.9398 | 0.9843 | +| 1.4420 | 97200 | 3.3752 | 0.2387 | 0.0184 | 0.0121 | 7.8357 | 0.3154 | 8.8341 | 0.9839 | +| 1.4434 | 97300 | 2.9687 | 0.2374 | 0.0180 | 0.0123 | 7.8203 | 0.3146 | 8.8112 | 0.9842 | +| 1.4449 | 97400 | 2.9715 | 0.2374 | 0.0182 | 0.0123 | 7.9237 | 0.3215 | 8.8121 | 0.9838 | +| 1.4464 | 97500 | 3.1266 | 0.2364 | 0.0182 | 0.0124 | 7.8190 | 0.3181 | 8.8435 | 0.9846 | +| 1.4479 | 97600 | 2.2541 | 0.2373 | 0.0185 | 0.0122 | 8.0659 | 0.3053 | 9.0382 | 0.9835 | +| 1.4494 | 97700 | 3.0377 | 0.2371 | 0.0186 | 0.0123 | 8.0508 | 0.3171 | 8.9938 | 0.9838 | +| 1.4509 | 97800 | 2.9422 | 0.2363 | 0.0183 | 0.0123 | 7.9187 | 0.3148 | 8.9135 | 0.9837 | +| 1.4523 | 97900 | 3.1656 | 0.2373 | 0.0182 | 0.0126 | 7.8308 | 0.3211 | 8.7964 | 0.9834 | +| 1.4538 | 98000 | 2.923 | 0.2349 | 0.0180 | 0.0122 | 7.8453 | 0.3119 | 8.8576 | 0.9834 | +| 1.4553 | 98100 | 3.0184 | 0.2364 | 0.0180 | 0.0122 | 7.8554 | 0.3161 | 8.8424 | 0.9841 | +| 1.4568 | 98200 | 3.4383 | 0.2362 | 0.0179 | 0.0124 | 7.8037 | 0.3171 | 8.8035 | 0.9845 | +| 1.4583 | 98300 | 2.5288 | 0.2346 | 0.0179 | 0.0125 | 7.8897 | 0.3095 | 8.8431 | 0.9840 | +| 1.4598 | 98400 | 2.9904 | 0.2367 | 0.0179 | 0.0127 | 7.9121 | 0.3161 | 8.8088 | 0.9833 | +| 1.4613 | 98500 | 2.8347 | 0.2390 | 0.0181 | 0.0128 | 7.9494 | 0.3170 | 8.8102 | 0.9839 | +| 1.4627 | 98600 | 2.5551 | 0.2374 | 0.0180 | 0.0128 | 8.0386 | 0.3036 | 8.9353 | 0.9842 | +| 1.4642 | 98700 | 3.0339 | 0.2377 | 0.0178 | 0.0127 | 7.8412 | 0.3156 | 8.8046 | 0.9838 | +| 1.4657 | 98800 | 2.763 | 0.2385 | 0.0180 | 0.0125 | 7.8548 | 0.3131 | 8.8203 | 0.9831 | +| 1.4672 | 98900 | 2.799 | 0.2401 | 0.0176 | 0.0124 | 7.8833 | 0.3058 | 8.8575 | 0.9835 | +| 1.4687 | 99000 | 2.9281 | 0.2387 | 0.0177 | 0.0128 | 7.9148 | 0.3058 | 8.8206 | 0.9835 | +| 1.4702 | 99100 | 3.0071 | 0.2400 | 0.0175 | 0.0130 | 7.8803 | 0.3037 | 8.7669 | 0.9839 | +| 1.4716 | 99200 | 2.9922 | 0.2388 | 0.0178 | 0.0130 | 7.8173 | 0.3089 | 8.7643 | 0.9829 | +| 1.4731 | 99300 | 3.1464 | 0.2364 | 0.0180 | 0.0128 | 7.7549 | 0.3185 | 8.6990 | 0.9830 | +| 1.4746 | 99400 | 3.1618 | 0.2369 | 0.0177 | 0.0130 | 7.7769 | 0.3170 | 8.6614 | 0.9830 | +| 1.4761 | 99500 | 2.4862 | 0.2363 | 0.0178 | 0.0131 | 7.9063 | 0.3058 | 8.7584 | 0.9832 | +| 1.4776 | 99600 | 2.7126 | 0.2364 | 0.0179 | 0.0134 | 7.8950 | 0.3080 | 8.7689 | 0.9826 | +| 1.4791 | 99700 | 2.993 | 0.2373 | 0.0182 | 0.0134 | 7.8574 | 0.3132 | 8.7755 | 0.9831 | +| 1.4805 | 99800 | 2.938 | 0.2344 | 0.0178 | 0.0133 | 7.8112 | 0.3082 | 8.7182 | 0.9836 | +| 1.4820 | 99900 | 2.9641 | 0.2350 | 0.0178 | 0.0131 | 7.7542 | 0.3173 | 8.6709 | 0.9829 | +| 1.4835 | 100000 | 3.0298 | 0.2342 | 0.0176 | 0.0131 | 7.7229 | 0.3189 | 8.6045 | 0.9832 | +| 1.4850 | 100100 | 2.8612 | 0.2340 | 0.0176 | 0.0127 | 7.7099 | 0.3144 | 8.6262 | 0.9834 | +| 1.4865 | 100200 | 2.9917 | 0.2342 | 0.0176 | 0.0128 | 7.6959 | 0.3087 | 8.5779 | 0.9834 | +| 1.4880 | 100300 | 2.3265 | 0.2330 | 0.0178 | 0.0127 | 7.8182 | 0.3017 | 8.7094 | 0.9845 | +| 1.4894 | 100400 | 2.741 | 0.2335 | 0.0178 | 0.0128 | 7.9149 | 0.3022 | 8.7633 | 0.9834 | +| 1.4909 | 100500 | 3.3287 | 0.2326 | 0.0181 | 0.0127 | 7.8860 | 0.2994 | 8.7725 | 0.9841 | +| 1.4924 | 100600 | 2.9988 | 0.2328 | 0.0180 | 0.0127 | 7.8141 | 0.3094 | 8.6760 | 0.9834 | +| 1.4939 | 100700 | 2.8247 | 0.2328 | 0.0174 | 0.0125 | 7.8129 | 0.3070 | 8.7320 | 0.9842 | +| 1.4954 | 100800 | 3.261 | 0.2353 | 0.0174 | 0.0126 | 7.8875 | 0.3084 | 8.8075 | 0.9840 | +| 1.4969 | 100900 | 2.9598 | 0.2363 | 0.0174 | 0.0127 | 7.8760 | 0.3150 | 8.8211 | 0.9845 | +| 1.4983 | 101000 | 2.3575 | 0.2355 | 0.0172 | 0.0127 | 7.8915 | 0.3043 | 8.8749 | 0.9840 | +| 1.4998 | 101100 | 2.3816 | 0.2363 | 0.0177 | 0.0133 | 8.0530 | 0.2964 | 8.9622 | 0.9844 | +| 1.5013 | 101200 | 2.9649 | 0.2347 | 0.0176 | 0.0130 | 7.9385 | 0.3077 | 8.8368 | 0.9844 | +| 1.5028 | 101300 | 2.562 | 0.2332 | 0.0178 | 0.0127 | 7.9552 | 0.3011 | 8.8955 | 0.9839 | +| 1.5043 | 101400 | 3.0087 | 0.2329 | 0.0178 | 0.0129 | 7.9517 | 0.3072 | 8.7682 | 0.9842 | +| 1.5058 | 101500 | 2.7725 | 0.2357 | 0.0178 | 0.0129 | 7.7624 | 0.3096 | 8.6072 | 0.9836 | +| 1.5072 | 101600 | 2.1746 | 0.2364 | 0.0179 | 0.0130 | 7.9227 | 0.3017 | 8.7472 | 0.9835 | +| 1.5087 | 101700 | 3.0654 | 0.2350 | 0.0177 | 0.0128 | 7.9661 | 0.2994 | 8.8217 | 0.9841 | +| 1.5102 | 101800 | 2.8717 | 0.2353 | 0.0176 | 0.0131 | 7.9461 | 0.3027 | 8.8133 | 0.9837 | +| 1.5117 | 101900 | 2.6265 | 0.2336 | 0.0172 | 0.0128 | 7.9252 | 0.2987 | 8.8028 | 0.9838 | +| 1.5132 | 102000 | 3.2184 | 0.2351 | 0.0169 | 0.0128 | 7.7796 | 0.3113 | 8.6879 | 0.9844 | +| 1.5147 | 102100 | 3.0733 | 0.2357 | 0.0167 | 0.0126 | 7.8250 | 0.3102 | 8.6699 | 0.9841 | +| 1.5161 | 102200 | 2.9151 | 0.2366 | 0.0163 | 0.0125 | 7.7946 | 0.3080 | 8.6862 | 0.9846 | +| 1.5176 | 102300 | 3.548 | 0.2364 | 0.0161 | 0.0126 | 7.7254 | 0.3094 | 8.6350 | 0.9847 | +| 1.5191 | 102400 | 3.1331 | 0.2354 | 0.0160 | 0.0127 | 7.6974 | 0.3129 | 8.5994 | 0.9851 | +| 1.5206 | 102500 | 3.0112 | 0.2349 | 0.0162 | 0.0129 | 7.6432 | 0.3132 | 8.5362 | 0.9851 | +| 1.5221 | 102600 | 3.1288 | 0.2372 | 0.0158 | 0.0128 | 7.7098 | 0.3122 | 8.6300 | 0.9852 | +| 1.5236 | 102700 | 2.5115 | 0.2350 | 0.0155 | 0.0127 | 7.8743 | 0.2961 | 8.7883 | 0.9860 | +| 1.5250 | 102800 | 3.2231 | 0.2350 | 0.0157 | 0.0128 | 7.7375 | 0.3039 | 8.6091 | 0.9853 | +| 1.5265 | 102900 | 2.6883 | 0.2329 | 0.0160 | 0.0129 | 7.8074 | 0.3035 | 8.6697 | 0.9858 | +| 1.5280 | 103000 | 2.997 | 0.2338 | 0.0159 | 0.0128 | 7.8093 | 0.3019 | 8.6709 | 0.9862 | +| 1.5295 | 103100 | 2.3815 | 0.2344 | 0.0157 | 0.0128 | 7.9067 | 0.2968 | 8.7622 | 0.9860 | +| 1.5310 | 103200 | 3.0507 | 0.2368 | 0.0157 | 0.0128 | 7.8072 | 0.3076 | 8.5574 | 0.9846 | +| 1.5325 | 103300 | 3.137 | 0.2368 | 0.0158 | 0.0130 | 7.7832 | 0.3140 | 8.4596 | 0.9850 | +| 1.5339 | 103400 | 2.79 | 0.2369 | 0.0159 | 0.0133 | 7.7552 | 0.3098 | 8.5340 | 0.9854 | +| 1.5354 | 103500 | 3.1442 | 0.2351 | 0.0156 | 0.0130 | 7.7617 | 0.3142 | 8.5412 | 0.9856 | +| 1.5369 | 103600 | 3.1191 | 0.2356 | 0.0157 | 0.0131 | 7.7170 | 0.3120 | 8.4935 | 0.9857 | +| 1.5384 | 103700 | 2.2427 | 0.2349 | 0.0159 | 0.0133 | 7.8588 | 0.2954 | 8.6383 | 0.9853 | +| 1.5399 | 103800 | 3.3107 | 0.2354 | 0.0160 | 0.0131 | 7.7372 | 0.3015 | 8.5498 | 0.9852 | +| 1.5414 | 103900 | 2.9027 | 0.2354 | 0.0161 | 0.0135 | 7.6331 | 0.3053 | 8.4794 | 0.9853 | +| 1.5428 | 104000 | 2.7212 | 0.2363 | 0.0160 | 0.0132 | 7.7045 | 0.3032 | 8.5455 | 0.9850 | +| 1.5443 | 104100 | 3.1947 | 0.2374 | 0.0161 | 0.0136 | 7.6259 | 0.3152 | 8.5023 | 0.9849 | +| 1.5458 | 104200 | 2.2518 | 0.2347 | 0.0160 | 0.0132 | 7.8399 | 0.2989 | 8.7216 | 0.9856 | +| 1.5473 | 104300 | 3.0117 | 0.2354 | 0.0158 | 0.0132 | 7.7923 | 0.3025 | 8.6627 | 0.9857 | +| 1.5488 | 104400 | 2.6 | 0.2356 | 0.0156 | 0.0132 | 7.8737 | 0.3007 | 8.6995 | 0.9860 | +| 1.5503 | 104500 | 3.0311 | 0.2356 | 0.0153 | 0.0131 | 7.7130 | 0.3095 | 8.4878 | 0.9857 | +| 1.5517 | 104600 | 2.8124 | 0.2340 | 0.0154 | 0.0132 | 7.7481 | 0.3068 | 8.5190 | 0.9858 | +| 1.5532 | 104700 | 2.8552 | 0.2329 | 0.0157 | 0.0133 | 7.7819 | 0.3045 | 8.5356 | 0.9861 | +| 1.5547 | 104800 | 3.2595 | 0.2343 | 0.0155 | 0.0134 | 7.6776 | 0.3114 | 8.4303 | 0.9855 | +| 1.5562 | 104900 | 3.0867 | 0.2351 | 0.0155 | 0.0136 | 7.7647 | 0.3108 | 8.5631 | 0.9856 | +| 1.5577 | 105000 | 3.225 | 0.2371 | 0.0155 | 0.0138 | 7.7103 | 0.3154 | 8.4568 | 0.9857 | +| 1.5592 | 105100 | 2.8455 | 0.2339 | 0.0155 | 0.0136 | 7.7414 | 0.3173 | 8.4718 | 0.9856 | +| 1.5606 | 105200 | 2.5137 | 0.2333 | 0.0157 | 0.0131 | 7.7285 | 0.3115 | 8.5095 | 0.9849 | +| 1.5621 | 105300 | 2.6507 | 0.2323 | 0.0154 | 0.0128 | 7.7581 | 0.3053 | 8.4659 | 0.9857 | +| 1.5636 | 105400 | 2.7074 | 0.2316 | 0.0155 | 0.0124 | 7.7192 | 0.2998 | 8.4921 | 0.9861 | +| 1.5651 | 105500 | 2.2136 | 0.2325 | 0.0153 | 0.0126 | 7.7558 | 0.3015 | 8.5690 | 0.9858 | +| 1.5666 | 105600 | 3.3727 | 0.2335 | 0.0153 | 0.0126 | 7.7086 | 0.3161 | 8.5006 | 0.9857 | +| 1.5681 | 105700 | 3.2158 | 0.2340 | 0.0151 | 0.0124 | 7.6650 | 0.3104 | 8.3638 | 0.9861 | +| 1.5695 | 105800 | 2.4908 | 0.2341 | 0.0153 | 0.0126 | 7.7655 | 0.3006 | 8.4851 | 0.9864 | +| 1.5710 | 105900 | 3.7393 | 0.2381 | 0.0156 | 0.0129 | 7.5823 | 0.3278 | 8.1981 | 0.9855 | +| 1.5725 | 106000 | 2.8564 | 0.2367 | 0.0157 | 0.0129 | 7.6147 | 0.3256 | 8.2352 | 0.9855 | +| 1.5740 | 106100 | 3.0888 | 0.2357 | 0.0155 | 0.0128 | 7.7648 | 0.3163 | 8.3750 | 0.9855 | +| 1.5755 | 106200 | 2.9802 | 0.2354 | 0.0153 | 0.0128 | 7.8050 | 0.3044 | 8.4332 | 0.9853 | +| 1.5770 | 106300 | 3.1833 | 0.2356 | 0.0155 | 0.0123 | 7.7458 | 0.3119 | 8.4127 | 0.9851 | +| 1.5784 | 106400 | 3.1359 | 0.2336 | 0.0153 | 0.0124 | 7.7374 | 0.3118 | 8.3469 | 0.9853 | +| 1.5799 | 106500 | 2.6694 | 0.2338 | 0.0153 | 0.0124 | 7.7893 | 0.3115 | 8.4462 | 0.9848 | +| 1.5814 | 106600 | 2.9414 | 0.2342 | 0.0153 | 0.0127 | 7.8840 | 0.3121 | 8.3904 | 0.9854 | +| 1.5829 | 106700 | 3.3689 | 0.2348 | 0.0155 | 0.0130 | 7.7058 | 0.3314 | 8.2011 | 0.9849 | +| 1.5844 | 106800 | 2.3646 | 0.2320 | 0.0154 | 0.0130 | 7.9191 | 0.2986 | 8.4292 | 0.9848 | +| 1.5859 | 106900 | 3.171 | 0.2328 | 0.0149 | 0.0138 | 7.8602 | 0.2905 | 8.2740 | 0.9847 | +| 1.5873 | 107000 | 3.0062 | 0.2360 | 0.0147 | 0.0143 | 7.8498 | 0.2862 | 8.1841 | 0.9852 | +| 1.5888 | 107100 | 3.057 | 0.2379 | 0.0150 | 0.0146 | 7.7888 | 0.2821 | 8.1314 | 0.9846 | +| 1.5903 | 107200 | 3.4876 | 0.2442 | 0.0151 | 0.0148 | 7.6889 | 0.2878 | 7.9275 | 0.9848 | +| 1.5918 | 107300 | 3.5539 | 0.2512 | 0.0150 | 0.0148 | 7.6832 | 0.2860 | 7.8090 | 0.9839 | +| 1.5933 | 107400 | 3.3802 | 0.2576 | 0.0148 | 0.0150 | 7.5976 | 0.2904 | 7.6310 | 0.9835 | +| 1.5948 | 107500 | 3.2622 | 0.2586 | 0.0150 | 0.0151 | 7.5897 | 0.2924 | 7.6658 | 0.9826 | +| 1.5962 | 107600 | 3.0883 | 0.2559 | 0.0152 | 0.0149 | 7.6293 | 0.2911 | 7.7292 | 0.9829 | +| 1.5977 | 107700 | 3.4107 | 0.2623 | 0.0154 | 0.0151 | 7.5554 | 0.2928 | 7.6487 | 0.9835 | +| 1.5992 | 107800 | 3.5427 | 0.2664 | 0.0156 | 0.0154 | 7.4785 | 0.2934 | 7.5209 | 0.9830 | +| 1.6007 | 107900 | 3.2544 | 0.2651 | 0.0157 | 0.0151 | 7.4837 | 0.2985 | 7.5555 | 0.9828 | +| 1.6022 | 108000 | 3.1527 | 0.2556 | 0.0157 | 0.0148 | 7.5613 | 0.2916 | 7.6941 | 0.9833 | +| 1.6037 | 108100 | 2.8347 | 0.2511 | 0.0156 | 0.0143 | 7.6041 | 0.2904 | 7.7909 | 0.9828 | +| 1.6052 | 108200 | 2.9834 | 0.2505 | 0.0153 | 0.0143 | 7.6503 | 0.2859 | 7.7784 | 0.9829 | +| 1.6066 | 108300 | 3.0278 | 0.2480 | 0.0155 | 0.0143 | 7.7569 | 0.2870 | 7.8266 | 0.9827 | +| 1.6081 | 108400 | 3.2415 | 0.2527 | 0.0156 | 0.0141 | 7.7092 | 0.2912 | 7.7830 | 0.9825 | +| 1.6096 | 108500 | 3.4712 | 0.2563 | 0.0156 | 0.0144 | 7.6922 | 0.2926 | 7.6877 | 0.9825 | +| 1.6111 | 108600 | 2.7584 | 0.2515 | 0.0157 | 0.0138 | 7.7218 | 0.2908 | 7.8392 | 0.9821 | +| 1.6126 | 108700 | 3.1249 | 0.2542 | 0.0155 | 0.0135 | 7.7153 | 0.2925 | 7.8283 | 0.9831 | +| 1.6141 | 108800 | 2.928 | 0.2457 | 0.0158 | 0.0134 | 7.7374 | 0.2852 | 7.9491 | 0.9834 | +| 1.6155 | 108900 | 2.7682 | 0.2438 | 0.0156 | 0.0134 | 7.7998 | 0.2815 | 8.0257 | 0.9832 | +| 1.6170 | 109000 | 2.8107 | 0.2436 | 0.0154 | 0.0132 | 7.8186 | 0.2784 | 7.9905 | 0.9831 | +| 1.6185 | 109100 | 3.2646 | 0.2494 | 0.0158 | 0.0135 | 7.6901 | 0.2871 | 7.9062 | 0.9835 | +| 1.6200 | 109200 | 3.0176 | 0.2521 | 0.0159 | 0.0139 | 7.7155 | 0.2886 | 7.8168 | 0.9827 | +| 1.6215 | 109300 | 3.4931 | 0.2557 | 0.0155 | 0.0139 | 7.6871 | 0.2878 | 7.7549 | 0.9820 | +| 1.6230 | 109400 | 3.2903 | 0.2595 | 0.0156 | 0.0144 | 7.6690 | 0.2905 | 7.7405 | 0.9825 | +| 1.6244 | 109500 | 3.6074 | 0.2604 | 0.0156 | 0.0143 | 7.6367 | 0.2892 | 7.6944 | 0.9819 | +| 1.6259 | 109600 | 2.6476 | 0.2525 | 0.0154 | 0.0135 | 7.6786 | 0.2865 | 7.8742 | 0.9825 | +| 1.6274 | 109700 | 3.6573 | 0.2621 | 0.0157 | 0.0138 | 7.5810 | 0.2952 | 7.7313 | 0.9823 | +| 1.6289 | 109800 | 3.2024 | 0.2651 | 0.0159 | 0.0140 | 7.5248 | 0.2935 | 7.6249 | 0.9827 | +| 1.6304 | 109900 | 3.1268 | 0.2541 | 0.0156 | 0.0134 | 7.6490 | 0.2865 | 7.8618 | 0.9830 | +| 1.6319 | 110000 | 3.2748 | 0.2601 | 0.0158 | 0.0139 | 7.6347 | 0.2928 | 7.8095 | 0.9834 | +| 1.6333 | 110100 | 2.6448 | 0.2556 | 0.0154 | 0.0135 | 7.7881 | 0.2927 | 7.8968 | 0.9833 | +| 1.6348 | 110200 | 2.7527 | 0.2552 | 0.0153 | 0.0132 | 7.7915 | 0.2881 | 7.9557 | 0.9831 | +| 1.6363 | 110300 | 2.9799 | 0.2521 | 0.0154 | 0.0128 | 7.8343 | 0.2855 | 8.0164 | 0.9829 | +| 1.6378 | 110400 | 3.0951 | 0.2478 | 0.0152 | 0.0125 | 7.8328 | 0.2838 | 8.1696 | 0.9824 | +| 1.6393 | 110500 | 2.9654 | 0.2510 | 0.0149 | 0.0127 | 7.8141 | 0.2825 | 8.0447 | 0.9826 | +| 1.6408 | 110600 | 2.8939 | 0.2508 | 0.0150 | 0.0125 | 7.7829 | 0.2824 | 8.0488 | 0.9824 | +| 1.6422 | 110700 | 3.3381 | 0.2578 | 0.0156 | 0.0134 | 7.7205 | 0.2864 | 7.8055 | 0.9827 | +| 1.6437 | 110800 | 3.1019 | 0.2588 | 0.0156 | 0.0137 | 7.7333 | 0.2869 | 7.7201 | 0.9825 | +| 1.6452 | 110900 | 3.2656 | 0.2587 | 0.0157 | 0.0136 | 7.8546 | 0.2891 | 7.7806 | 0.9819 | +| 1.6467 | 111000 | 2.899 | 0.2552 | 0.0156 | 0.0135 | 7.8199 | 0.2873 | 7.8059 | 0.9826 | +| 1.6482 | 111100 | 2.8606 | 0.2495 | 0.0154 | 0.0134 | 7.8334 | 0.2870 | 7.9536 | 0.9826 | +| 1.6497 | 111200 | 3.0754 | 0.2497 | 0.0154 | 0.0138 | 7.7988 | 0.2858 | 7.9902 | 0.9827 | +| 1.6511 | 111300 | 2.8464 | 0.2480 | 0.0153 | 0.0136 | 7.8252 | 0.2883 | 8.0099 | 0.9835 | +| 1.6526 | 111400 | 3.2376 | 0.2451 | 0.0150 | 0.0135 | 7.8935 | 0.2847 | 8.0727 | 0.9841 | +| 1.6541 | 111500 | 2.847 | 0.2463 | 0.0149 | 0.0135 | 7.9304 | 0.2836 | 8.1116 | 0.9840 | +| 1.6556 | 111600 | 3.0959 | 0.2492 | 0.0151 | 0.0139 | 7.8304 | 0.2865 | 8.0015 | 0.9827 | +| 1.6571 | 111700 | 2.8037 | 0.2460 | 0.0151 | 0.0139 | 7.8572 | 0.2842 | 8.1160 | 0.9840 | +| 1.6586 | 111800 | 3.1737 | 0.2439 | 0.0151 | 0.0137 | 7.9032 | 0.2806 | 8.1165 | 0.9844 | +| 1.6600 | 111900 | 2.6674 | 0.2406 | 0.0152 | 0.0130 | 7.9964 | 0.2805 | 8.2633 | 0.9845 | +| 1.6615 | 112000 | 3.259 | 0.2474 | 0.0156 | 0.0137 | 7.8296 | 0.2809 | 8.0348 | 0.9840 | +| 1.6630 | 112100 | 2.8907 | 0.2394 | 0.0153 | 0.0133 | 7.8831 | 0.2780 | 8.2784 | 0.9836 | +| 1.6645 | 112200 | 2.6727 | 0.2387 | 0.0150 | 0.0139 | 7.9559 | 0.2815 | 8.3349 | 0.9837 | +| 1.6660 | 112300 | 3.2835 | 0.2404 | 0.0150 | 0.0137 | 7.8914 | 0.2826 | 8.3119 | 0.9836 | +| 1.6675 | 112400 | 3.1992 | 0.2435 | 0.0151 | 0.0137 | 7.9283 | 0.2854 | 8.1730 | 0.9837 | +| 1.6689 | 112500 | 3.0861 | 0.2410 | 0.0148 | 0.0132 | 7.9104 | 0.2826 | 8.2392 | 0.9834 | +| 1.6704 | 112600 | 3.093 | 0.2543 | 0.0151 | 0.0139 | 7.8015 | 0.2972 | 7.9923 | 0.9829 | +| 1.6719 | 112700 | 2.9353 | 0.2476 | 0.0152 | 0.0136 | 7.8028 | 0.2931 | 8.1506 | 0.9834 | +| 1.6734 | 112800 | 2.6288 | 0.2421 | 0.0153 | 0.0133 | 7.8197 | 0.2832 | 8.2576 | 0.9837 | +| 1.6749 | 112900 | 3.2624 | 0.2465 | 0.0152 | 0.0136 | 7.8033 | 0.2894 | 8.1781 | 0.9828 | +| 1.6764 | 113000 | 3.2976 | 0.2508 | 0.0155 | 0.0137 | 7.7654 | 0.2969 | 8.0705 | 0.9827 | +| 1.6778 | 113100 | 3.2353 | 0.2480 | 0.0154 | 0.0134 | 7.7711 | 0.2885 | 8.1074 | 0.9836 | +| 1.6793 | 113200 | 2.8904 | 0.2433 | 0.0156 | 0.0129 | 7.8105 | 0.2866 | 8.3154 | 0.9836 | +| 1.6808 | 113300 | 3.0868 | 0.2503 | 0.0157 | 0.0135 | 7.6654 | 0.2874 | 8.0622 | 0.9832 | +| 1.6823 | 113400 | 2.9125 | 0.2484 | 0.0157 | 0.0133 | 7.7500 | 0.2877 | 8.1291 | 0.9831 | +| 1.6838 | 113500 | 2.6417 | 0.2434 | 0.0158 | 0.0132 | 7.8278 | 0.2835 | 8.2498 | 0.9836 | +| 1.6853 | 113600 | 2.7168 | 0.2423 | 0.0157 | 0.0132 | 7.8652 | 0.2818 | 8.3165 | 0.9832 | +| 1.6867 | 113700 | 2.9628 | 0.2403 | 0.0157 | 0.0132 | 7.8879 | 0.2810 | 8.4176 | 0.9836 | +| 1.6882 | 113800 | 3.0501 | 0.2412 | 0.0157 | 0.0136 | 7.9050 | 0.2827 | 8.3569 | 0.9835 | +| 1.6897 | 113900 | 3.1582 | 0.2417 | 0.0161 | 0.0138 | 7.8029 | 0.2829 | 8.3185 | 0.9836 | +| 1.6912 | 114000 | 3.382 | 0.2528 | 0.0166 | 0.0146 | 7.6898 | 0.2947 | 8.2345 | 0.9831 | +| 1.6927 | 114100 | 2.9027 | 0.2520 | 0.0166 | 0.0146 | 7.6691 | 0.2945 | 8.2287 | 0.9832 | +| 1.6942 | 114200 | 2.7785 | 0.2505 | 0.0160 | 0.0145 | 7.7143 | 0.2913 | 8.2095 | 0.9832 | +| 1.6956 | 114300 | 3.4305 | 0.2566 | 0.0159 | 0.0152 | 7.7109 | 0.2916 | 8.0152 | 0.9830 | +| 1.6971 | 114400 | 2.9751 | 0.2488 | 0.0158 | 0.0146 | 7.7289 | 0.2886 | 8.1516 | 0.9836 | +| 1.6986 | 114500 | 2.988 | 0.2525 | 0.0156 | 0.0152 | 7.6795 | 0.2889 | 8.0512 | 0.9842 | +| 1.7001 | 114600 | 2.6183 | 0.2495 | 0.0159 | 0.0146 | 7.7625 | 0.2945 | 8.1916 | 0.9836 | +| 1.7016 | 114700 | 2.9204 | 0.2397 | 0.0154 | 0.0138 | 7.8893 | 0.2825 | 8.5243 | 0.9836 | +| 1.7031 | 114800 | 3.1009 | 0.2388 | 0.0154 | 0.0140 | 7.9536 | 0.2786 | 8.5968 | 0.9838 | +| 1.7045 | 114900 | 3.298 | 0.2459 | 0.0154 | 0.0147 | 7.8224 | 0.2819 | 8.3267 | 0.9834 | +| 1.7060 | 115000 | 3.9161 | 0.2534 | 0.0155 | 0.0150 | 7.6847 | 0.2918 | 8.0825 | 0.9832 | +| 1.7075 | 115100 | 2.902 | 0.2455 | 0.0152 | 0.0144 | 7.7109 | 0.2837 | 8.1065 | 0.9834 | +| 1.7090 | 115200 | 2.9014 | 0.2387 | 0.0151 | 0.0145 | 7.7814 | 0.2771 | 8.3113 | 0.9833 | +| 1.7105 | 115300 | 2.7504 | 0.2420 | 0.0151 | 0.0146 | 7.7483 | 0.2807 | 8.3243 | 0.9834 | +| 1.7120 | 115400 | 2.7201 | 0.2401 | 0.0151 | 0.0145 | 7.7579 | 0.2769 | 8.3635 | 0.9834 | +| 1.7134 | 115500 | 2.7477 | 0.2418 | 0.0149 | 0.0147 | 7.8048 | 0.2785 | 8.2873 | 0.9834 | +| 1.7149 | 115600 | 3.0744 | 0.2423 | 0.0151 | 0.0146 | 7.7636 | 0.2777 | 8.2612 | 0.9833 | +| 1.7164 | 115700 | 3.1669 | 0.2423 | 0.0152 | 0.0146 | 7.8000 | 0.2804 | 8.2254 | 0.9841 | +| 1.7179 | 115800 | 3.1654 | 0.2533 | 0.0152 | 0.0148 | 7.7492 | 0.2808 | 7.9384 | 0.9830 | +| 1.7194 | 115900 | 2.3415 | 0.2435 | 0.0153 | 0.0142 | 7.8791 | 0.2772 | 8.1463 | 0.9836 | +| 1.7209 | 116000 | 3.0823 | 0.2493 | 0.0151 | 0.0146 | 7.7662 | 0.2805 | 7.9948 | 0.9833 | +| 1.7223 | 116100 | 2.94 | 0.2524 | 0.0152 | 0.0148 | 7.7437 | 0.2825 | 7.8897 | 0.9839 | +| 1.7238 | 116200 | 2.6967 | 0.2452 | 0.0151 | 0.0145 | 7.8309 | 0.2814 | 8.0722 | 0.9836 | +| 1.7253 | 116300 | 2.8389 | 0.2434 | 0.0154 | 0.0145 | 7.8327 | 0.2789 | 8.1510 | 0.9833 | +| 1.7268 | 116400 | 2.5635 | 0.2421 | 0.0156 | 0.0147 | 7.8672 | 0.2765 | 8.1751 | 0.9832 | +| 1.7283 | 116500 | 2.8119 | 0.2393 | 0.0159 | 0.0144 | 7.8108 | 0.2783 | 8.2378 | 0.9835 | +| 1.7298 | 116600 | 3.0683 | 0.2404 | 0.0157 | 0.0145 | 7.8430 | 0.2777 | 8.1977 | 0.9840 | +| 1.7312 | 116700 | 3.1385 | 0.2418 | 0.0158 | 0.0150 | 7.8106 | 0.2805 | 8.1463 | 0.9842 | +| 1.7327 | 116800 | 2.9975 | 0.2468 | 0.0160 | 0.0148 | 7.7393 | 0.2890 | 8.0716 | 0.9833 | +| 1.7342 | 116900 | 2.3626 | 0.2371 | 0.0156 | 0.0141 | 7.8497 | 0.2825 | 8.3699 | 0.9835 | +| 1.7357 | 117000 | 3.0081 | 0.2414 | 0.0155 | 0.0145 | 7.7850 | 0.2822 | 8.2583 | 0.9830 | +| 1.7372 | 117100 | 2.6976 | 0.2408 | 0.0155 | 0.0144 | 7.8911 | 0.2814 | 8.4367 | 0.9834 | +| 1.7387 | 117200 | 2.9944 | 0.2458 | 0.0155 | 0.0145 | 7.8269 | 0.2851 | 8.2378 | 0.9834 | +| 1.7401 | 117300 | 2.6096 | 0.2381 | 0.0155 | 0.0144 | 7.9709 | 0.2780 | 8.3806 | 0.9838 | +| 1.7416 | 117400 | 3.0519 | 0.2364 | 0.0156 | 0.0144 | 7.9359 | 0.2776 | 8.3862 | 0.9837 | +| 1.7431 | 117500 | 3.6388 | 0.2460 | 0.0155 | 0.0147 | 7.7903 | 0.2828 | 8.0804 | 0.9839 | +| 1.7446 | 117600 | 3.4096 | 0.2487 | 0.0157 | 0.0147 | 7.8100 | 0.2836 | 7.9328 | 0.9832 | +| 1.7461 | 117700 | 3.0025 | 0.2567 | 0.0158 | 0.0152 | 7.7709 | 0.2910 | 7.7516 | 0.9836 | +| 1.7476 | 117800 | 2.7925 | 0.2464 | 0.0158 | 0.0149 | 7.8594 | 0.2871 | 7.9587 | 0.9829 | +| 1.7491 | 117900 | 2.4479 | 0.2377 | 0.0160 | 0.0140 | 7.9417 | 0.2809 | 8.2100 | 0.9831 | +| 1.7505 | 118000 | 3.0896 | 0.2438 | 0.0162 | 0.0143 | 7.8804 | 0.2834 | 8.1367 | 0.9834 | +| 1.7520 | 118100 | 3.3377 | 0.2447 | 0.0160 | 0.0146 | 7.8452 | 0.2846 | 8.1261 | 0.9829 | +| 1.7535 | 118200 | 2.5738 | 0.2368 | 0.0161 | 0.0142 | 8.0610 | 0.2819 | 8.4161 | 0.9841 | +| 1.7550 | 118300 | 3.2676 | 0.2357 | 0.0161 | 0.0144 | 8.1001 | 0.2797 | 8.5018 | 0.9844 | +| 1.7565 | 118400 | 3.3418 | 0.2344 | 0.0159 | 0.0144 | 8.1127 | 0.2792 | 8.4644 | 0.9847 | +| 1.7580 | 118500 | 3.1219 | 0.2347 | 0.0158 | 0.0149 | 8.1291 | 0.2775 | 8.5134 | 0.9846 | +| 1.7594 | 118600 | 2.9467 | 0.2342 | 0.0160 | 0.0153 | 8.1939 | 0.2766 | 8.5182 | 0.9845 | +| 1.7609 | 118700 | 3.5306 | 0.2348 | 0.0159 | 0.0155 | 8.2118 | 0.2759 | 8.5174 | 0.9851 | +| 1.7624 | 118800 | 2.7064 | 0.2300 | 0.0157 | 0.0150 | 8.2525 | 0.2735 | 8.6088 | 0.9846 | +| 1.7639 | 118900 | 2.8954 | 0.2299 | 0.0159 | 0.0150 | 8.2659 | 0.2735 | 8.6909 | 0.9843 | +| 1.7654 | 119000 | 3.519 | 0.2346 | 0.0157 | 0.0152 | 8.1338 | 0.2747 | 8.4714 | 0.9841 | +| 1.7669 | 119100 | 2.7563 | 0.2325 | 0.0161 | 0.0153 | 8.1905 | 0.2749 | 8.5494 | 0.9847 | +| 1.7683 | 119200 | 2.7896 | 0.2332 | 0.0160 | 0.0157 | 8.2705 | 0.2747 | 8.5938 | 0.9844 | +| 1.7698 | 119300 | 3.0666 | 0.2329 | 0.0161 | 0.0157 | 8.2344 | 0.2732 | 8.5995 | 0.9838 | +| 1.7713 | 119400 | 3.2991 | 0.2355 | 0.0160 | 0.0153 | 8.1677 | 0.2741 | 8.4611 | 0.9836 | +| 1.7728 | 119500 | 3.3577 | 0.2349 | 0.0160 | 0.0151 | 8.1238 | 0.2753 | 8.4821 | 0.9838 | +| 1.7743 | 119600 | 3.5473 | 0.2329 | 0.0156 | 0.0152 | 8.0805 | 0.2744 | 8.4784 | 0.9843 | +| 1.7758 | 119700 | 3.1807 | 0.2327 | 0.0154 | 0.0153 | 8.1129 | 0.2724 | 8.5270 | 0.9849 | +| 1.7772 | 119800 | 3.4116 | 0.2345 | 0.0156 | 0.0156 | 8.1293 | 0.2732 | 8.4774 | 0.9852 | +| 1.7787 | 119900 | 2.6637 | 0.2319 | 0.0158 | 0.0153 | 8.2598 | 0.2737 | 8.6143 | 0.9852 | +| 1.7802 | 120000 | 2.9676 | 0.2333 | 0.0161 | 0.0152 | 8.2344 | 0.2736 | 8.5914 | 0.9845 | +| 1.7817 | 120100 | 2.9798 | 0.2339 | 0.0161 | 0.0155 | 8.2087 | 0.2716 | 8.5663 | 0.9848 | +| 1.7832 | 120200 | 2.9741 | 0.2337 | 0.0158 | 0.0153 | 8.2496 | 0.2722 | 8.6379 | 0.9846 | +| 1.7847 | 120300 | 3.3425 | 0.2349 | 0.0159 | 0.0157 | 8.2221 | 0.2724 | 8.5287 | 0.9841 | +| 1.7861 | 120400 | 2.3396 | 0.2326 | 0.0156 | 0.0157 | 8.2901 | 0.2722 | 8.5942 | 0.9850 | +| 1.7876 | 120500 | 3.4162 | 0.2356 | 0.0153 | 0.0158 | 8.2750 | 0.2732 | 8.4779 | 0.9849 | +| 1.7891 | 120600 | 3.7079 | 0.2367 | 0.0155 | 0.0153 | 8.2352 | 0.2740 | 8.4577 | 0.9847 | +| 1.7906 | 120700 | 3.1718 | 0.2352 | 0.0154 | 0.0152 | 8.1886 | 0.2728 | 8.3839 | 0.9850 | +| 1.7921 | 120800 | 3.0961 | 0.2364 | 0.0154 | 0.0152 | 8.2396 | 0.2714 | 8.4144 | 0.9848 | +| 1.7936 | 120900 | 2.7138 | 0.2343 | 0.0152 | 0.0151 | 8.3522 | 0.2710 | 8.4845 | 0.9851 | +| 1.7950 | 121000 | 3.5009 | 0.2342 | 0.0154 | 0.0150 | 8.2320 | 0.2692 | 8.4762 | 0.9847 | +| 1.7965 | 121100 | 3.1512 | 0.2348 | 0.0155 | 0.0155 | 8.2489 | 0.2696 | 8.4344 | 0.9853 | +| 1.7980 | 121200 | 2.5512 | 0.2313 | 0.0156 | 0.0151 | 8.2621 | 0.2687 | 8.5169 | 0.9846 | +| 1.7995 | 121300 | 3.0941 | 0.2342 | 0.0156 | 0.0153 | 8.2681 | 0.2685 | 8.4700 | 0.9848 | +| 1.8010 | 121400 | 2.9818 | 0.2329 | 0.0156 | 0.0150 | 8.2601 | 0.2687 | 8.5658 | 0.9854 | +| 1.8025 | 121500 | 2.3789 | 0.2321 | 0.0154 | 0.0150 | 8.3198 | 0.2699 | 8.6865 | 0.9848 | +| 1.8039 | 121600 | 3.1282 | 0.2338 | 0.0156 | 0.0150 | 8.3067 | 0.2713 | 8.6490 | 0.9850 | +| 1.8054 | 121700 | 2.2437 | 0.2314 | 0.0155 | 0.0151 | 8.3386 | 0.2711 | 8.7281 | 0.9845 | +| 1.8069 | 121800 | 3.0742 | 0.2316 | 0.0156 | 0.0151 | 8.3807 | 0.2717 | 8.7364 | 0.9851 | +| 1.8084 | 121900 | 2.5992 | 0.2311 | 0.0154 | 0.0152 | 8.3665 | 0.2701 | 8.7262 | 0.9849 | +| 1.8099 | 122000 | 3.5473 | 0.2351 | 0.0155 | 0.0160 | 8.3188 | 0.2712 | 8.5191 | 0.9853 | +| 1.8114 | 122100 | 3.5897 | 0.2342 | 0.0153 | 0.0158 | 8.2481 | 0.2716 | 8.4261 | 0.9849 | +| 1.8128 | 122200 | 3.2014 | 0.2363 | 0.0155 | 0.0163 | 8.2402 | 0.2714 | 8.3708 | 0.9849 | +| 1.8143 | 122300 | 3.0168 | 0.2332 | 0.0152 | 0.0158 | 8.3009 | 0.2726 | 8.4733 | 0.9853 | +| 1.8158 | 122400 | 3.5593 | 0.2313 | 0.0154 | 0.0155 | 8.2362 | 0.2701 | 8.4764 | 0.9853 | +| 1.8173 | 122500 | 2.9914 | 0.2314 | 0.0151 | 0.0154 | 8.2001 | 0.2691 | 8.6006 | 0.9853 | +| 1.8188 | 122600 | 2.9589 | 0.2286 | 0.0153 | 0.0153 | 8.2125 | 0.2678 | 8.6507 | 0.9849 | +| 1.8203 | 122700 | 3.2475 | 0.2304 | 0.0150 | 0.0155 | 8.1681 | 0.2685 | 8.6694 | 0.9843 | +| 1.8217 | 122800 | 3.2884 | 0.2290 | 0.0150 | 0.0156 | 8.1869 | 0.2671 | 8.5526 | 0.9841 | +| 1.8232 | 122900 | 3.2959 | 0.2294 | 0.0149 | 0.0157 | 8.2744 | 0.2679 | 8.6115 | 0.9848 | +| 1.8247 | 123000 | 2.9829 | 0.2296 | 0.0148 | 0.0156 | 8.2783 | 0.2673 | 8.5760 | 0.9854 | +| 1.8262 | 123100 | 2.7939 | 0.2289 | 0.0152 | 0.0157 | 8.2865 | 0.2681 | 8.5755 | 0.9843 | +| 1.8277 | 123200 | 2.9268 | 0.2291 | 0.0153 | 0.0153 | 8.3224 | 0.2689 | 8.6578 | 0.9844 | +| 1.8292 | 123300 | 3.1494 | 0.2286 | 0.0155 | 0.0155 | 8.2808 | 0.2684 | 8.6196 | 0.9832 | +| 1.8306 | 123400 | 3.0791 | 0.2316 | 0.0154 | 0.0155 | 8.2562 | 0.2700 | 8.4865 | 0.9832 | +| 1.8321 | 123500 | 3.0237 | 0.2298 | 0.0153 | 0.0153 | 8.2713 | 0.2674 | 8.5546 | 0.9851 | +| 1.8336 | 123600 | 2.9772 | 0.2301 | 0.0154 | 0.0150 | 8.2418 | 0.2672 | 8.6430 | 0.9848 | +| 1.8351 | 123700 | 2.9906 | 0.2299 | 0.0152 | 0.0150 | 8.2712 | 0.2672 | 8.7371 | 0.9849 | +| 1.8366 | 123800 | 3.1363 | 0.2308 | 0.0152 | 0.0149 | 8.2966 | 0.2681 | 8.7099 | 0.9847 | +| 1.8381 | 123900 | 2.7248 | 0.2296 | 0.0150 | 0.0145 | 8.3357 | 0.2687 | 8.7536 | 0.9845 | +| 1.8395 | 124000 | 3.9862 | 0.2312 | 0.0153 | 0.0149 | 8.2237 | 0.2688 | 8.6400 | 0.9844 | +| 1.8410 | 124100 | 3.1783 | 0.2320 | 0.0151 | 0.0149 | 8.1739 | 0.2682 | 8.5159 | 0.9841 | +| 1.8425 | 124200 | 3.0065 | 0.2294 | 0.0156 | 0.0144 | 8.2043 | 0.2679 | 8.5622 | 0.9844 | +| 1.8440 | 124300 | 2.7773 | 0.2285 | 0.0157 | 0.0145 | 8.1744 | 0.2675 | 8.5536 | 0.9838 | +| 1.8455 | 124400 | 3.4095 | 0.2274 | 0.0153 | 0.0147 | 8.2331 | 0.2679 | 8.6222 | 0.9844 | +| 1.8470 | 124500 | 3.2438 | 0.2289 | 0.0157 | 0.0152 | 8.1762 | 0.2682 | 8.4687 | 0.9841 | +| 1.8484 | 124600 | 3.1067 | 0.2309 | 0.0157 | 0.0150 | 8.2024 | 0.2682 | 8.5114 | 0.9843 | +| 1.8499 | 124700 | 3.3712 | 0.2312 | 0.0158 | 0.0146 | 8.1620 | 0.2685 | 8.4908 | 0.9839 | +| 1.8514 | 124800 | 2.6271 | 0.2295 | 0.0154 | 0.0147 | 8.1786 | 0.2684 | 8.5625 | 0.9837 | +| 1.8529 | 124900 | 2.9757 | 0.2290 | 0.0155 | 0.0153 | 8.1979 | 0.2683 | 8.6140 | 0.9847 | +| 1.8544 | 125000 | 3.2206 | 0.2317 | 0.0152 | 0.0152 | 8.1831 | 0.2687 | 8.5203 | 0.9840 | +| 1.8559 | 125100 | 2.8948 | 0.2293 | 0.0150 | 0.0153 | 8.2083 | 0.2694 | 8.5884 | 0.9839 | +| 1.8573 | 125200 | 2.6753 | 0.2273 | 0.0149 | 0.0150 | 8.2193 | 0.2678 | 8.5709 | 0.9842 | +| 1.8588 | 125300 | 3.0371 | 0.2273 | 0.0151 | 0.0151 | 8.2402 | 0.2681 | 8.6890 | 0.9847 | +| 1.8603 | 125400 | 3.6937 | 0.2287 | 0.0153 | 0.0150 | 8.1629 | 0.2681 | 8.6826 | 0.9851 | +| 1.8618 | 125500 | 3.3955 | 0.2324 | 0.0155 | 0.0152 | 8.1100 | 0.2677 | 8.6257 | 0.9846 | +| 1.8633 | 125600 | 2.8223 | 0.2335 | 0.0156 | 0.0153 | 8.1478 | 0.2674 | 8.6604 | 0.9849 | +| 1.8648 | 125700 | 2.3926 | 0.2330 | 0.0155 | 0.0156 | 8.3001 | 0.2682 | 8.8228 | 0.9847 | +| 1.8662 | 125800 | 2.932 | 0.2322 | 0.0152 | 0.0150 | 8.2356 | 0.2680 | 8.8003 | 0.9849 | +| 1.8677 | 125900 | 3.2389 | 0.2325 | 0.0150 | 0.0154 | 8.2725 | 0.2690 | 8.7707 | 0.9840 | +| 1.8692 | 126000 | 3.2606 | 0.2312 | 0.0150 | 0.0155 | 8.2834 | 0.2691 | 8.7563 | 0.9840 | +| 1.8707 | 126100 | 3.4553 | 0.2342 | 0.0148 | 0.0161 | 8.2923 | 0.2689 | 8.6971 | 0.9838 | +| 1.8722 | 126200 | 2.8408 | 0.2301 | 0.0150 | 0.0159 | 8.3683 | 0.2684 | 8.8795 | 0.9832 | +| 1.8737 | 126300 | 2.9283 | 0.2283 | 0.0151 | 0.0155 | 8.3172 | 0.2689 | 8.8944 | 0.9840 | +| 1.8751 | 126400 | 2.5928 | 0.2277 | 0.0152 | 0.0152 | 8.4010 | 0.2711 | 8.9537 | 0.9844 | +| 1.8766 | 126500 | 3.6244 | 0.2276 | 0.0149 | 0.0153 | 8.2985 | 0.2709 | 8.7635 | 0.9848 | +| 1.8781 | 126600 | 3.1678 | 0.2247 | 0.0150 | 0.0152 | 8.3289 | 0.2688 | 8.8309 | 0.9848 | +| 1.8796 | 126700 | 3.0441 | 0.2253 | 0.0154 | 0.0153 | 8.3541 | 0.2689 | 8.8193 | 0.9855 | +| 1.8811 | 126800 | 3.5199 | 0.2274 | 0.0150 | 0.0155 | 8.3278 | 0.2681 | 8.7060 | 0.9851 | +| 1.8826 | 126900 | 3.0789 | 0.2297 | 0.0148 | 0.0151 | 8.2256 | 0.2680 | 8.5539 | 0.9849 | +| 1.8840 | 127000 | 2.6107 | 0.2279 | 0.0151 | 0.0149 | 8.3424 | 0.2686 | 8.7855 | 0.9850 | +| 1.8855 | 127100 | 3.4414 | 0.2333 | 0.0153 | 0.0150 | 8.3200 | 0.2707 | 8.6402 | 0.9844 | +| 1.8870 | 127200 | 3.6402 | 0.2315 | 0.0153 | 0.0151 | 8.2883 | 0.2697 | 8.6361 | 0.9838 | +| 1.8885 | 127300 | 2.2128 | 0.2294 | 0.0153 | 0.0145 | 8.3391 | 0.2683 | 8.7013 | 0.9846 | +| 1.8900 | 127400 | 3.4875 | 0.2299 | 0.0151 | 0.0147 | 8.2474 | 0.2684 | 8.6097 | 0.9844 | +| 1.8915 | 127500 | 2.6263 | 0.2274 | 0.0152 | 0.0142 | 8.2615 | 0.2669 | 8.7344 | 0.9845 | +| 1.8930 | 127600 | 3.3709 | 0.2267 | 0.0152 | 0.0146 | 8.2812 | 0.2681 | 8.7520 | 0.9849 | +| 1.8944 | 127700 | 3.0992 | 0.2266 | 0.0155 | 0.0144 | 8.2780 | 0.2686 | 8.6706 | 0.9848 | +| 1.8959 | 127800 | 2.5239 | 0.2241 | 0.0156 | 0.0144 | 8.3050 | 0.2684 | 8.6995 | 0.9857 | +| 1.8974 | 127900 | 3.2554 | 0.2249 | 0.0160 | 0.0144 | 8.3292 | 0.2687 | 8.7581 | 0.9857 | +| 1.8989 | 128000 | 2.9058 | 0.2242 | 0.0159 | 0.0142 | 8.2600 | 0.2681 | 8.7885 | 0.9853 | +| 1.9004 | 128100 | 2.9597 | 0.2246 | 0.0161 | 0.0148 | 8.3560 | 0.2686 | 8.7999 | 0.9859 | +| 1.9019 | 128200 | 2.9095 | 0.2246 | 0.0160 | 0.0144 | 8.3260 | 0.2685 | 8.7407 | 0.9854 | +| 1.9033 | 128300 | 3.0529 | 0.2288 | 0.0161 | 0.0145 | 8.2790 | 0.2700 | 8.6756 | 0.9854 | +| 1.9048 | 128400 | 3.8157 | 0.2292 | 0.0161 | 0.0149 | 8.2500 | 0.2688 | 8.5666 | 0.9854 | +| 1.9063 | 128500 | 3.0114 | 0.2269 | 0.0163 | 0.0146 | 8.2452 | 0.2669 | 8.6331 | 0.9850 | +| 1.9078 | 128600 | 2.9116 | 0.2273 | 0.0162 | 0.0146 | 8.2556 | 0.2658 | 8.6198 | 0.9846 | +| 1.9093 | 128700 | 2.7353 | 0.2249 | 0.0163 | 0.0142 | 8.3525 | 0.2665 | 8.7507 | 0.9846 | +| 1.9108 | 128800 | 3.3498 | 0.2251 | 0.0163 | 0.0141 | 8.2878 | 0.2671 | 8.6794 | 0.9845 | +| 1.9122 | 128900 | 2.8169 | 0.2277 | 0.0160 | 0.0144 | 8.3191 | 0.2684 | 8.6965 | 0.9854 | +| 1.9137 | 129000 | 2.9092 | 0.2278 | 0.0161 | 0.0144 | 8.3560 | 0.2683 | 8.7948 | 0.9840 | +| 1.9152 | 129100 | 3.7283 | 0.2286 | 0.0160 | 0.0147 | 8.3141 | 0.2682 | 8.6681 | 0.9853 | +| 1.9167 | 129200 | 2.5299 | 0.2274 | 0.0158 | 0.0146 | 8.3920 | 0.2680 | 8.7164 | 0.9847 | +| 1.9182 | 129300 | 3.317 | 0.2282 | 0.0160 | 0.0145 | 8.3451 | 0.2676 | 8.6259 | 0.9845 | +| 1.9197 | 129400 | 3.0865 | 0.2280 | 0.0160 | 0.0144 | 8.3066 | 0.2682 | 8.5839 | 0.9851 | +| 1.9211 | 129500 | 3.6761 | 0.2293 | 0.0160 | 0.0144 | 8.2182 | 0.2680 | 8.4615 | 0.9849 | +| 1.9226 | 129600 | 2.6824 | 0.2282 | 0.0159 | 0.0146 | 8.3119 | 0.2689 | 8.5708 | 0.9846 | +| 1.9241 | 129700 | 2.3855 | 0.2269 | 0.0157 | 0.0148 | 8.3808 | 0.2699 | 8.6925 | 0.9850 | +| 1.9256 | 129800 | 2.7561 | 0.2297 | 0.0158 | 0.0155 | 8.4555 | 0.2710 | 8.7437 | 0.9843 | +| 1.9271 | 129900 | 2.8407 | 0.2320 | 0.0159 | 0.0156 | 8.4921 | 0.2714 | 8.7359 | 0.9849 | +| 1.9286 | 130000 | 3.3791 | 0.2290 | 0.0158 | 0.0153 | 8.4374 | 0.2686 | 8.5999 | 0.9845 | +| 1.9300 | 130100 | 3.5373 | 0.2331 | 0.0161 | 0.0153 | 8.3921 | 0.2700 | 8.4152 | 0.9842 | +| 1.9315 | 130200 | 3.2592 | 0.2309 | 0.0163 | 0.0149 | 8.3227 | 0.2692 | 8.4179 | 0.9850 | +| 1.9330 | 130300 | 2.922 | 0.2280 | 0.0166 | 0.0146 | 8.2884 | 0.2694 | 8.4620 | 0.9843 | +| 1.9345 | 130400 | 2.9252 | 0.2265 | 0.0165 | 0.0147 | 8.3077 | 0.2675 | 8.4727 | 0.9847 | +| 1.9360 | 130500 | 3.0523 | 0.2271 | 0.0167 | 0.0151 | 8.3752 | 0.2680 | 8.6777 | 0.9855 | +| 1.9375 | 130600 | 2.7007 | 0.2275 | 0.0163 | 0.0150 | 8.3991 | 0.2693 | 8.6871 | 0.9849 | +| 1.9389 | 130700 | 3.5216 | 0.2314 | 0.0163 | 0.0153 | 8.4117 | 0.2729 | 8.5845 | 0.9859 | +| 1.9404 | 130800 | 3.1448 | 0.2313 | 0.0165 | 0.0152 | 8.4381 | 0.2740 | 8.5935 | 0.9851 | +| 1.9419 | 130900 | 3.454 | 0.2315 | 0.0166 | 0.0153 | 8.3399 | 0.2730 | 8.5367 | 0.9853 | +| 1.9434 | 131000 | 2.8834 | 0.2321 | 0.0162 | 0.0156 | 8.4386 | 0.2737 | 8.5371 | 0.9853 | +| 1.9449 | 131100 | 3.4544 | 0.2308 | 0.0162 | 0.0151 | 8.3648 | 0.2716 | 8.5178 | 0.9857 | +| 1.9464 | 131200 | 3.5126 | 0.2288 | 0.0159 | 0.0150 | 8.3415 | 0.2712 | 8.5484 | 0.9855 | +| 1.9478 | 131300 | 3.48 | 0.2288 | 0.0160 | 0.0152 | 8.3121 | 0.2709 | 8.5036 | 0.9855 | +| 1.9493 | 131400 | 3.5912 | 0.2284 | 0.0158 | 0.0149 | 8.2767 | 0.2694 | 8.5041 | 0.9855 | +| 1.9508 | 131500 | 2.4716 | 0.2248 | 0.0158 | 0.0146 | 8.3447 | 0.2690 | 8.6274 | 0.9852 | +| 1.9523 | 131600 | 3.2767 | 0.2261 | 0.0160 | 0.0149 | 8.3135 | 0.2707 | 8.5265 | 0.9850 | +| 1.9538 | 131700 | 3.6795 | 0.2279 | 0.0160 | 0.0151 | 8.2419 | 0.2720 | 8.4773 | 0.9851 | +| 1.9553 | 131800 | 2.4843 | 0.2250 | 0.0159 | 0.0149 | 8.2928 | 0.2705 | 8.6198 | 0.9856 | +| 1.9567 | 131900 | 2.824 | 0.2239 | 0.0160 | 0.0146 | 8.3098 | 0.2707 | 8.6595 | 0.9853 | +| 1.9582 | 132000 | 3.3871 | 0.2243 | 0.0159 | 0.0148 | 8.3106 | 0.2712 | 8.7124 | 0.9853 | +| 1.9597 | 132100 | 3.0856 | 0.2255 | 0.0160 | 0.0151 | 8.3350 | 0.2714 | 8.6940 | 0.9851 | +| 1.9612 | 132200 | 3.1056 | 0.2260 | 0.0158 | 0.0150 | 8.3875 | 0.2737 | 8.7075 | 0.9846 | +| 1.9627 | 132300 | 2.9997 | 0.2271 | 0.0158 | 0.0146 | 8.3620 | 0.2727 | 8.6315 | 0.9850 | +| 1.9642 | 132400 | 3.0685 | 0.2256 | 0.0158 | 0.0148 | 8.3713 | 0.2717 | 8.6729 | 0.9852 | +| 1.9656 | 132500 | 2.9964 | 0.2261 | 0.0157 | 0.0150 | 8.3437 | 0.2716 | 8.6064 | 0.9846 | +| 1.9671 | 132600 | 2.7966 | 0.2253 | 0.0159 | 0.0150 | 8.3444 | 0.2711 | 8.5829 | 0.9853 | +| 1.9686 | 132700 | 3.449 | 0.2263 | 0.0162 | 0.0151 | 8.3708 | 0.2691 | 8.6761 | 0.9861 | +| 1.9701 | 132800 | 3.2914 | 0.2246 | 0.0161 | 0.0150 | 8.3115 | 0.2682 | 8.6392 | 0.9853 | +| 1.9716 | 132900 | 2.1913 | 0.2219 | 0.0158 | 0.0145 | 8.3630 | 0.2685 | 8.6988 | 0.9859 | +| 1.9731 | 133000 | 3.197 | 0.2231 | 0.0161 | 0.0143 | 8.3930 | 0.2694 | 8.6747 | 0.9861 | +| 1.9745 | 133100 | 3.5651 | 0.2264 | 0.0160 | 0.0146 | 8.3234 | 0.2695 | 8.5907 | 0.9858 | +| 1.9760 | 133200 | 2.7617 | 0.2254 | 0.0160 | 0.0143 | 8.3096 | 0.2687 | 8.6365 | 0.9854 | +| 1.9775 | 133300 | 3.0798 | 0.2244 | 0.0163 | 0.0147 | 8.3929 | 0.2697 | 8.7655 | 0.9867 | +| 1.9790 | 133400 | 2.8942 | 0.2267 | 0.0165 | 0.0153 | 8.4967 | 0.2718 | 8.8440 | 0.9866 | +| 1.9805 | 133500 | 3.2813 | 0.2262 | 0.0166 | 0.0151 | 8.4712 | 0.2711 | 8.8137 | 0.9868 | +| 1.9820 | 133600 | 3.3006 | 0.2277 | 0.0167 | 0.0151 | 8.3561 | 0.2695 | 8.8568 | 0.9858 | +| 1.9834 | 133700 | 3.1462 | 0.2278 | 0.0170 | 0.0149 | 8.4313 | 0.2712 | 8.8293 | 0.9862 | +| 1.9849 | 133800 | 3.0668 | 0.2256 | 0.0167 | 0.0145 | 8.3354 | 0.2682 | 8.7703 | 0.9856 | +| 1.9864 | 133900 | 3.1355 | 0.2269 | 0.0168 | 0.0152 | 8.4034 | 0.2701 | 8.8183 | 0.9856 | +| 1.9879 | 134000 | 3.0415 | 0.2269 | 0.0167 | 0.0152 | 8.3605 | 0.2685 | 8.7578 | 0.9864 | +| 1.9894 | 134100 | 3.2841 | 0.2259 | 0.0164 | 0.0147 | 8.2870 | 0.2673 | 8.7062 | 0.9858 | +| 1.9909 | 134200 | 2.8238 | 0.2249 | 0.0165 | 0.0150 | 8.3914 | 0.2675 | 8.7928 | 0.9861 | +| 1.9923 | 134300 | 3.1642 | 0.2243 | 0.0166 | 0.0146 | 8.3151 | 0.2663 | 8.8201 | 0.9859 | +| 1.9938 | 134400 | 3.091 | 0.2237 | 0.0166 | 0.0147 | 8.3416 | 0.2676 | 8.8157 | 0.9849 | +| 1.9953 | 134500 | 3.2718 | 0.2233 | 0.0162 | 0.0147 | 8.2820 | 0.2685 | 8.8046 | 0.9848 | +| 1.9968 | 134600 | 3.1747 | 0.2235 | 0.0163 | 0.0146 | 8.3029 | 0.2685 | 8.7750 | 0.9850 | +| 1.9983 | 134700 | 2.3163 | 0.2223 | 0.0163 | 0.0147 | 8.3981 | 0.2684 | 8.8545 | 0.9858 | +| 1.9998 | 134800 | 3.0775 | 0.2244 | 0.0164 | 0.0152 | 8.4956 | 0.2695 | 8.8925 | 0.9853 | +| 2.0012 | 134900 | 3.6749 | 0.2281 | 0.0167 | 0.0155 | 8.1356 | 0.2658 | 8.6395 | 0.9842 | +| 2.0027 | 135000 | 2.4433 | 0.2336 | 0.0169 | 0.0156 | 7.9238 | 0.2793 | 8.6065 | 0.9835 | +| 2.0042 | 135100 | 3.1897 | 0.2427 | 0.0171 | 0.0163 | 7.6056 | 0.2983 | 8.3392 | 0.9828 | +| 2.0057 | 135200 | 2.9288 | 0.2407 | 0.0172 | 0.0157 | 7.5687 | 0.3003 | 8.3196 | 0.9828 | +| 2.0072 | 135300 | 3.3276 | 0.2504 | 0.0175 | 0.0162 | 7.4381 | 0.3231 | 8.1679 | 0.9822 | +| 2.0087 | 135400 | 2.8718 | 0.2488 | 0.0176 | 0.0163 | 7.4206 | 0.3232 | 8.2359 | 0.9828 | +| 2.0101 | 135500 | 3.0348 | 0.2422 | 0.0174 | 0.0160 | 7.3789 | 0.3272 | 8.3374 | 0.9843 | +| 2.0116 | 135600 | 3.1398 | 0.2414 | 0.0175 | 0.0156 | 7.3726 | 0.3342 | 8.4389 | 0.9841 | +| 2.0131 | 135700 | 3.1733 | 0.2402 | 0.0175 | 0.0157 | 7.3440 | 0.3484 | 8.5435 | 0.9841 | +| 2.0146 | 135800 | 2.8386 | 0.2360 | 0.0176 | 0.0148 | 7.4865 | 0.3281 | 8.7198 | 0.9851 | +| 2.0161 | 135900 | 2.777 | 0.2367 | 0.0178 | 0.0152 | 7.4364 | 0.3296 | 8.6516 | 0.9848 | +| 2.0176 | 136000 | 2.755 | 0.2368 | 0.0178 | 0.0149 | 7.4945 | 0.3210 | 8.7277 | 0.9845 | +| 2.0190 | 136100 | 2.6467 | 0.2378 | 0.0181 | 0.0149 | 7.5726 | 0.3241 | 8.8614 | 0.9842 | +| 2.0205 | 136200 | 2.9603 | 0.2342 | 0.0182 | 0.0148 | 7.5755 | 0.3376 | 8.8878 | 0.9840 | +| 2.0220 | 136300 | 2.7847 | 0.2328 | 0.0182 | 0.0144 | 7.5515 | 0.3298 | 8.9086 | 0.9840 | +| 2.0235 | 136400 | 2.3748 | 0.2298 | 0.0182 | 0.0144 | 7.5921 | 0.3312 | 8.8949 | 0.9847 | +| 2.0250 | 136500 | 3.1602 | 0.2327 | 0.0180 | 0.0147 | 7.5291 | 0.3483 | 8.8943 | 0.9845 | +| 2.0265 | 136600 | 2.8454 | 0.2300 | 0.0179 | 0.0144 | 7.6297 | 0.3235 | 8.9387 | 0.9846 | +| 2.0279 | 136700 | 3.448 | 0.2308 | 0.0178 | 0.0145 | 7.4699 | 0.3441 | 8.7963 | 0.9853 | +| 2.0294 | 136800 | 2.516 | 0.2271 | 0.0179 | 0.0148 | 7.5703 | 0.3308 | 8.9009 | 0.9855 | +| 2.0309 | 136900 | 3.0669 | 0.2269 | 0.0179 | 0.0150 | 7.4863 | 0.3409 | 8.7061 | 0.9855 | +| 2.0324 | 137000 | 2.9721 | 0.2276 | 0.0180 | 0.0151 | 7.4150 | 0.3520 | 8.6728 | 0.9857 | +| 2.0339 | 137100 | 3.1403 | 0.2277 | 0.0183 | 0.0152 | 7.4975 | 0.3462 | 8.7247 | 0.9859 | +| 2.0354 | 137200 | 3.1411 | 0.2297 | 0.0184 | 0.0155 | 7.3821 | 0.3564 | 8.7362 | 0.9859 | +| 2.0369 | 137300 | 2.9504 | 0.2291 | 0.0188 | 0.0156 | 7.4677 | 0.3547 | 8.7964 | 0.9858 | +| 2.0383 | 137400 | 2.7472 | 0.2301 | 0.0186 | 0.0153 | 7.4309 | 0.3578 | 8.7797 | 0.9858 | +| 2.0398 | 137500 | 2.8841 | 0.2281 | 0.0189 | 0.0150 | 7.5847 | 0.3460 | 8.8385 | 0.9855 | +| 2.0413 | 137600 | 3.0119 | 0.2278 | 0.0192 | 0.0149 | 7.6572 | 0.3458 | 8.9011 | 0.9856 | +| 2.0428 | 137700 | 3.2149 | 0.2289 | 0.0194 | 0.0152 | 7.5569 | 0.3596 | 8.8622 | 0.9852 | +| 2.0443 | 137800 | 2.5829 | 0.2282 | 0.0193 | 0.0150 | 7.6930 | 0.3485 | 8.9556 | 0.9856 | +| 2.0458 | 137900 | 3.1584 | 0.2281 | 0.0194 | 0.0145 | 7.6649 | 0.3616 | 9.0034 | 0.9857 | +| 2.0472 | 138000 | 3.0958 | 0.2266 | 0.0197 | 0.0148 | 7.5860 | 0.3691 | 8.9001 | 0.9858 | +| 2.0487 | 138100 | 2.9133 | 0.2269 | 0.0201 | 0.0153 | 7.5711 | 0.3802 | 8.8870 | 0.9860 | +| 2.0502 | 138200 | 3.032 | 0.2249 | 0.0202 | 0.0153 | 7.6765 | 0.3610 | 8.9067 | 0.9865 | +| 2.0517 | 138300 | 2.9335 | 0.2248 | 0.0200 | 0.0149 | 7.6693 | 0.3466 | 8.9279 | 0.9865 | +| 2.0532 | 138400 | 3.0484 | 0.2268 | 0.0199 | 0.0153 | 7.7093 | 0.3525 | 8.8589 | 0.9859 | +| 2.0547 | 138500 | 3.1666 | 0.2272 | 0.0194 | 0.0152 | 7.6697 | 0.3515 | 8.8844 | 0.9862 | +| 2.0561 | 138600 | 2.8106 | 0.2273 | 0.0189 | 0.0150 | 7.7128 | 0.3392 | 8.9206 | 0.9862 | +| 2.0576 | 138700 | 2.8365 | 0.2282 | 0.0195 | 0.0150 | 7.7497 | 0.3406 | 8.9081 | 0.9861 | +| 2.0591 | 138800 | 2.6831 | 0.2280 | 0.0193 | 0.0149 | 7.7642 | 0.3384 | 8.9357 | 0.9858 | +| 2.0606 | 138900 | 3.0707 | 0.2281 | 0.0193 | 0.0149 | 7.7231 | 0.3436 | 8.8820 | 0.9858 | +| 2.0621 | 139000 | 2.853 | 0.2277 | 0.0192 | 0.0148 | 7.6783 | 0.3550 | 8.8845 | 0.9856 | +| 2.0636 | 139100 | 2.9379 | 0.2279 | 0.0189 | 0.0149 | 7.7314 | 0.3403 | 8.9154 | 0.9856 | +| 2.0650 | 139200 | 2.9316 | 0.2276 | 0.0188 | 0.0147 | 7.7107 | 0.3476 | 8.8513 | 0.9855 | +| 2.0665 | 139300 | 3.1953 | 0.2263 | 0.0178 | 0.0147 | 7.6949 | 0.3477 | 8.8487 | 0.9858 | +| 2.0680 | 139400 | 2.5624 | 0.2257 | 0.0178 | 0.0142 | 7.7483 | 0.3371 | 8.9148 | 0.9860 | +| 2.0695 | 139500 | 3.3275 | 0.2248 | 0.0172 | 0.0138 | 7.6393 | 0.3537 | 8.8100 | 0.9856 | +| 2.0710 | 139600 | 3.1188 | 0.2263 | 0.0167 | 0.0139 | 7.5279 | 0.3660 | 8.8441 | 0.9854 | +| 2.0725 | 139700 | 2.7127 | 0.2255 | 0.0166 | 0.0139 | 7.6273 | 0.3588 | 8.8871 | 0.9856 | +| 2.0739 | 139800 | 3.2362 | 0.2262 | 0.0166 | 0.0143 | 7.6122 | 0.3734 | 8.8387 | 0.9853 | +| 2.0754 | 139900 | 2.3639 | 0.2251 | 0.0168 | 0.0142 | 7.6377 | 0.3531 | 8.8878 | 0.9857 | +| 2.0769 | 140000 | 2.4261 | 0.2253 | 0.0169 | 0.0144 | 7.7434 | 0.3459 | 8.9553 | 0.9857 | +| 2.0784 | 140100 | 2.782 | 0.2247 | 0.0168 | 0.0140 | 7.6560 | 0.3625 | 8.8961 | 0.9856 | +| 2.0799 | 140200 | 2.9031 | 0.2234 | 0.0169 | 0.0139 | 7.6191 | 0.3622 | 8.8977 | 0.9849 | +| 2.0814 | 140300 | 3.1774 | 0.2247 | 0.0171 | 0.0143 | 7.4688 | 0.3909 | 8.8523 | 0.9849 | +| 2.0828 | 140400 | 2.8776 | 0.2237 | 0.0171 | 0.0139 | 7.5370 | 0.3563 | 8.7462 | 0.9848 | +| 2.0843 | 140500 | 2.7493 | 0.2228 | 0.0172 | 0.0138 | 7.5816 | 0.3451 | 8.7372 | 0.9852 | +| 2.0858 | 140600 | 2.3696 | 0.2240 | 0.0174 | 0.0137 | 7.6765 | 0.3322 | 8.7656 | 0.9856 | +| 2.0873 | 140700 | 2.8099 | 0.2223 | 0.0170 | 0.0135 | 7.6574 | 0.3281 | 8.7182 | 0.9858 | +| 2.0888 | 140800 | 2.6716 | 0.2217 | 0.0169 | 0.0139 | 7.6962 | 0.3336 | 8.6964 | 0.9860 | +| 2.0903 | 140900 | 2.8973 | 0.2223 | 0.0169 | 0.0137 | 7.7454 | 0.3336 | 8.7067 | 0.9859 | +| 2.0917 | 141000 | 2.8582 | 0.2211 | 0.0170 | 0.0137 | 7.7538 | 0.3362 | 8.7574 | 0.9857 | +| 2.0932 | 141100 | 3.1043 | 0.2214 | 0.0168 | 0.0139 | 7.7263 | 0.3339 | 8.7602 | 0.9857 | +| 2.0947 | 141200 | 3.2132 | 0.2222 | 0.0166 | 0.0138 | 7.6307 | 0.3377 | 8.6822 | 0.9855 | +| 2.0962 | 141300 | 3.1955 | 0.2227 | 0.0170 | 0.0141 | 7.5729 | 0.3612 | 8.5721 | 0.9859 | +| 2.0977 | 141400 | 2.0076 | 0.2222 | 0.0172 | 0.0140 | 7.9290 | 0.3270 | 8.7477 | 0.9859 | +| 2.0992 | 141500 | 2.4923 | 0.2210 | 0.0174 | 0.0133 | 7.9208 | 0.3310 | 8.7582 | 0.9855 | +| 2.1006 | 141600 | 2.94 | 0.2216 | 0.0176 | 0.0130 | 7.8366 | 0.3356 | 8.6844 | 0.9849 | +| 2.1021 | 141700 | 2.7547 | 0.2227 | 0.0176 | 0.0128 | 7.8868 | 0.3223 | 8.7212 | 0.9856 | +| 2.1036 | 141800 | 2.8489 | 0.2226 | 0.0175 | 0.0124 | 7.7836 | 0.3274 | 8.6709 | 0.9859 | +| 2.1051 | 141900 | 2.8572 | 0.2232 | 0.0176 | 0.0122 | 7.7405 | 0.3235 | 8.6182 | 0.9854 | +| 2.1066 | 142000 | 2.4656 | 0.2232 | 0.0176 | 0.0121 | 7.9196 | 0.3236 | 8.7143 | 0.9856 | +| 2.1081 | 142100 | 2.5905 | 0.2235 | 0.0178 | 0.0103 | 7.9100 | 0.3176 | 8.7329 | 0.9855 | +| 2.1095 | 142200 | 3.3532 | 0.2219 | 0.0178 | 0.0097 | 7.7615 | 0.3409 | 8.6650 | 0.9851 | +| 2.1110 | 142300 | 2.6937 | 0.2217 | 0.0179 | 0.0097 | 7.8040 | 0.3283 | 8.6476 | 0.9860 | +| 2.1125 | 142400 | 3.4113 | 0.2232 | 0.0175 | 0.0095 | 7.7241 | 0.3381 | 8.5698 | 0.9853 | +| 2.1140 | 142500 | 2.9113 | 0.2224 | 0.0173 | 0.0093 | 7.7569 | 0.3258 | 8.6206 | 0.9859 | +| 2.1155 | 142600 | 3.0257 | 0.2216 | 0.0173 | 0.0092 | 7.7155 | 0.3283 | 8.6350 | 0.9855 | +| 2.1170 | 142700 | 2.6032 | 0.2211 | 0.0173 | 0.0091 | 7.8844 | 0.3105 | 8.7690 | 0.9858 | +| 2.1184 | 142800 | 2.9628 | 0.2213 | 0.0173 | 0.0090 | 7.8142 | 0.3132 | 8.7702 | 0.9861 | +| 2.1199 | 142900 | 2.6918 | 0.2234 | 0.0174 | 0.0092 | 7.8095 | 0.3105 | 8.7656 | 0.9860 | +| 2.1214 | 143000 | 2.7159 | 0.2236 | 0.0175 | 0.0092 | 7.8553 | 0.3108 | 8.7110 | 0.9865 | +| 2.1229 | 143100 | 2.7464 | 0.2225 | 0.0173 | 0.0091 | 7.8080 | 0.3106 | 8.6765 | 0.9861 | +| 2.1244 | 143200 | 2.9649 | 0.2222 | 0.0171 | 0.0092 | 7.7542 | 0.3166 | 8.6327 | 0.9861 | +| 2.1259 | 143300 | 3.1101 | 0.2220 | 0.0172 | 0.0094 | 7.6801 | 0.3376 | 8.5892 | 0.9855 | +| 2.1273 | 143400 | 3.1841 | 0.2209 | 0.0168 | 0.0091 | 7.7386 | 0.3235 | 8.6290 | 0.9856 | +| 2.1288 | 143500 | 2.4263 | 0.2218 | 0.0166 | 0.0089 | 7.8089 | 0.3099 | 8.7467 | 0.9861 | +| 2.1303 | 143600 | 2.5418 | 0.2237 | 0.0165 | 0.0091 | 7.8960 | 0.3089 | 8.8065 | 0.9861 | +| 2.1318 | 143700 | 2.6154 | 0.2221 | 0.0167 | 0.0090 | 7.9715 | 0.3032 | 8.8037 | 0.9865 | +| 2.1333 | 143800 | 2.706 | 0.2201 | 0.0167 | 0.0090 | 7.8995 | 0.3055 | 8.7856 | 0.9868 | +| 2.1348 | 143900 | 3.4286 | 0.2219 | 0.0168 | 0.0088 | 7.7998 | 0.3191 | 8.7165 | 0.9865 | +| 2.1362 | 144000 | 2.6585 | 0.2177 | 0.0169 | 0.0092 | 7.8162 | 0.3207 | 8.7253 | 0.9862 | +| 2.1377 | 144100 | 2.7926 | 0.2185 | 0.0167 | 0.0094 | 7.8804 | 0.3107 | 8.7398 | 0.9866 | +| 2.1392 | 144200 | 2.8089 | 0.2192 | 0.0167 | 0.0093 | 7.8754 | 0.3086 | 8.7741 | 0.9866 | +| 2.1407 | 144300 | 2.8778 | 0.2204 | 0.0163 | 0.0093 | 7.8544 | 0.3127 | 8.7392 | 0.9868 | +| 2.1422 | 144400 | 3.0238 | 0.2223 | 0.0167 | 0.0093 | 7.9044 | 0.3090 | 8.7581 | 0.9865 | +| 2.1437 | 144500 | 2.8048 | 0.2212 | 0.0166 | 0.0092 | 7.9284 | 0.3112 | 8.7802 | 0.9861 | +| 2.1451 | 144600 | 3.1478 | 0.2222 | 0.0164 | 0.0093 | 7.8463 | 0.3164 | 8.7459 | 0.9865 | +| 2.1466 | 144700 | 3.1823 | 0.2233 | 0.0167 | 0.0093 | 7.8123 | 0.3239 | 8.7685 | 0.9859 | +| 2.1481 | 144800 | 2.8483 | 0.2240 | 0.0169 | 0.0093 | 7.9326 | 0.3166 | 8.8164 | 0.9857 | +| 2.1496 | 144900 | 2.7698 | 0.2236 | 0.0170 | 0.0094 | 7.9397 | 0.3172 | 8.7679 | 0.9863 | +| 2.1511 | 145000 | 2.7962 | 0.2212 | 0.0176 | 0.0095 | 7.9463 | 0.3191 | 8.8286 | 0.9859 | +| 2.1526 | 145100 | 2.8794 | 0.2201 | 0.0174 | 0.0095 | 7.8869 | 0.3248 | 8.7693 | 0.9857 | +| 2.1540 | 145200 | 2.8574 | 0.2188 | 0.0175 | 0.0094 | 8.0705 | 0.3073 | 8.8308 | 0.9868 | +| 2.1555 | 145300 | 2.6748 | 0.2191 | 0.0175 | 0.0093 | 8.0092 | 0.3068 | 8.8101 | 0.9866 | +| 2.1570 | 145400 | 2.676 | 0.2185 | 0.0176 | 0.0093 | 7.9629 | 0.3084 | 8.8208 | 0.9870 | +| 2.1585 | 145500 | 2.8206 | 0.2179 | 0.0174 | 0.0095 | 7.9659 | 0.3047 | 8.8037 | 0.9863 | +| 2.1600 | 145600 | 3.2319 | 0.2184 | 0.0174 | 0.0096 | 7.8617 | 0.3315 | 8.7546 | 0.9862 | +| 2.1615 | 145700 | 2.7916 | 0.2181 | 0.0174 | 0.0095 | 7.8910 | 0.3208 | 8.7762 | 0.9866 | +| 2.1629 | 145800 | 2.4729 | 0.2180 | 0.0172 | 0.0099 | 7.9876 | 0.3168 | 8.8206 | 0.9863 | +| 2.1644 | 145900 | 3.2773 | 0.2172 | 0.0172 | 0.0098 | 7.8896 | 0.3272 | 8.7967 | 0.9866 | +| 2.1659 | 146000 | 2.6101 | 0.2190 | 0.0169 | 0.0097 | 7.9010 | 0.3140 | 8.8606 | 0.9865 | +| 2.1674 | 146100 | 2.7004 | 0.2195 | 0.0168 | 0.0095 | 7.9226 | 0.3071 | 8.8613 | 0.9869 | +| 2.1689 | 146200 | 3.1711 | 0.2215 | 0.0167 | 0.0095 | 7.8875 | 0.3045 | 8.7689 | 0.9867 | +| 2.1704 | 146300 | 2.8366 | 0.2223 | 0.0167 | 0.0096 | 7.8372 | 0.3077 | 8.7875 | 0.9860 | +| 2.1718 | 146400 | 3.155 | 0.2210 | 0.0168 | 0.0099 | 7.7569 | 0.3167 | 8.7649 | 0.9858 | +| 2.1733 | 146500 | 3.0832 | 0.2184 | 0.0169 | 0.0097 | 7.7687 | 0.3221 | 8.7726 | 0.9861 | +| 2.1748 | 146600 | 2.879 | 0.2198 | 0.0170 | 0.0098 | 7.8259 | 0.3304 | 8.8134 | 0.9863 | +| 2.1763 | 146700 | 2.9494 | 0.2212 | 0.0171 | 0.0099 | 7.8910 | 0.3214 | 8.8347 | 0.9862 | +| 2.1778 | 146800 | 3.2738 | 0.2199 | 0.0169 | 0.0098 | 7.8756 | 0.3287 | 8.8002 | 0.9861 | +| 2.1793 | 146900 | 3.0021 | 0.2198 | 0.0171 | 0.0098 | 7.9334 | 0.3199 | 8.8043 | 0.9862 | +| 2.1808 | 147000 | 2.6359 | 0.2181 | 0.0169 | 0.0097 | 7.9803 | 0.3127 | 8.8006 | 0.9871 | +| 2.1822 | 147100 | 3.0252 | 0.2165 | 0.0166 | 0.0097 | 7.9232 | 0.3129 | 8.6687 | 0.9868 | +| 2.1837 | 147200 | 2.3337 | 0.2155 | 0.0166 | 0.0096 | 7.9108 | 0.2999 | 8.6706 | 0.9873 | +| 2.1852 | 147300 | 3.1613 | 0.2156 | 0.0164 | 0.0095 | 7.8312 | 0.3028 | 8.6980 | 0.9872 | +| 2.1867 | 147400 | 2.9414 | 0.2157 | 0.0167 | 0.0096 | 7.8586 | 0.3083 | 8.7471 | 0.9873 | +| 2.1882 | 147500 | 3.0334 | 0.2171 | 0.0168 | 0.0095 | 7.8320 | 0.3150 | 8.7419 | 0.9874 | +| 2.1897 | 147600 | 2.7367 | 0.2162 | 0.0169 | 0.0094 | 7.8956 | 0.3126 | 8.8005 | 0.9871 | +| 2.1911 | 147700 | 2.8131 | 0.2163 | 0.0168 | 0.0093 | 7.9114 | 0.3078 | 8.8182 | 0.9871 | +| 2.1926 | 147800 | 3.0131 | 0.2164 | 0.0168 | 0.0093 | 8.0259 | 0.2966 | 8.8927 | 0.9878 | +| 2.1941 | 147900 | 3.4406 | 0.2168 | 0.0164 | 0.0092 | 7.8409 | 0.3153 | 8.7733 | 0.9872 | +| 2.1956 | 148000 | 2.7266 | 0.2163 | 0.0167 | 0.0093 | 8.0184 | 0.3012 | 8.7991 | 0.9869 | +| 2.1971 | 148100 | 2.7691 | 0.2184 | 0.0164 | 0.0090 | 8.0298 | 0.2936 | 8.8069 | 0.9870 | +| 2.1986 | 148200 | 2.6991 | 0.2200 | 0.0167 | 0.0092 | 8.0252 | 0.2970 | 8.8674 | 0.9873 | +| 2.2000 | 148300 | 3.0452 | 0.2189 | 0.0171 | 0.0093 | 8.0378 | 0.2990 | 8.8711 | 0.9873 | +| 2.2015 | 148400 | 2.8589 | 0.2196 | 0.0168 | 0.0093 | 8.0426 | 0.2985 | 8.8407 | 0.9875 | +| 2.2030 | 148500 | 2.5612 | 0.2190 | 0.0168 | 0.0093 | 8.1288 | 0.2985 | 8.8932 | 0.9873 | +| 2.2045 | 148600 | 2.8193 | 0.2192 | 0.0168 | 0.0094 | 8.0946 | 0.2971 | 8.9114 | 0.9868 | +| 2.2060 | 148700 | 2.923 | 0.2167 | 0.0168 | 0.0092 | 7.9218 | 0.3069 | 8.8361 | 0.9867 | +| 2.2075 | 148800 | 2.8315 | 0.2158 | 0.0168 | 0.0095 | 7.9126 | 0.3008 | 8.7734 | 0.9869 | +| 2.2089 | 148900 | 2.9433 | 0.2145 | 0.0167 | 0.0096 | 7.9778 | 0.2973 | 8.7881 | 0.9874 | +| 2.2104 | 149000 | 2.8328 | 0.2144 | 0.0165 | 0.0094 | 7.9421 | 0.2947 | 8.7374 | 0.9869 | +| 2.2119 | 149100 | 2.6971 | 0.2155 | 0.0164 | 0.0093 | 7.9682 | 0.2956 | 8.7268 | 0.9864 | +| 2.2134 | 149200 | 2.4754 | 0.2146 | 0.0163 | 0.0092 | 7.9154 | 0.2977 | 8.6920 | 0.9866 | +| 2.2149 | 149300 | 2.8395 | 0.2145 | 0.0166 | 0.0093 | 7.9316 | 0.2967 | 8.7157 | 0.9863 | +| 2.2164 | 149400 | 3.8385 | 0.2162 | 0.0167 | 0.0091 | 7.7401 | 0.3257 | 8.5946 | 0.9866 | +| 2.2178 | 149500 | 2.9893 | 0.2147 | 0.0168 | 0.0089 | 7.8202 | 0.3150 | 8.6576 | 0.9871 | +| 2.2193 | 149600 | 2.8401 | 0.2137 | 0.0167 | 0.0089 | 7.9019 | 0.3057 | 8.7293 | 0.9872 | +| 2.2208 | 149700 | 2.8588 | 0.2137 | 0.0164 | 0.0088 | 7.8564 | 0.3042 | 8.6972 | 0.9865 | +| 2.2223 | 149800 | 3.1825 | 0.2137 | 0.0163 | 0.0087 | 7.8366 | 0.3065 | 8.6006 | 0.9868 | +| 2.2238 | 149900 | 2.8743 | 0.2131 | 0.0164 | 0.0085 | 7.9228 | 0.3010 | 8.6319 | 0.9869 | +| 2.2253 | 150000 | 2.9822 | 0.2146 | 0.0162 | 0.0087 | 7.9208 | 0.2969 | 8.6546 | 0.9867 | +| 2.2267 | 150100 | 3.5123 | 0.2152 | 0.0161 | 0.0088 | 7.8084 | 0.3076 | 8.5372 | 0.9865 | +| 2.2282 | 150200 | 2.6966 | 0.2130 | 0.0162 | 0.0087 | 7.9147 | 0.2952 | 8.5679 | 0.9867 | +| 2.2297 | 150300 | 2.5651 | 0.2134 | 0.0161 | 0.0088 | 7.9520 | 0.2966 | 8.6153 | 0.9865 | +| 2.2312 | 150400 | 3.0279 | 0.2130 | 0.0164 | 0.0086 | 7.9357 | 0.2990 | 8.6012 | 0.9864 | +| 2.2327 | 150500 | 2.8341 | 0.2122 | 0.0168 | 0.0086 | 7.9079 | 0.2961 | 8.6416 | 0.9863 | +| 2.2342 | 150600 | 3.5179 | 0.2129 | 0.0169 | 0.0087 | 7.8863 | 0.3046 | 8.6470 | 0.9861 | +| 2.2356 | 150700 | 2.527 | 0.2119 | 0.0167 | 0.0086 | 8.0278 | 0.2921 | 8.6681 | 0.9865 | +| 2.2371 | 150800 | 3.0162 | 0.2126 | 0.0170 | 0.0084 | 7.9612 | 0.2998 | 8.6030 | 0.9863 | +| 2.2386 | 150900 | 3.0997 | 0.2126 | 0.0170 | 0.0085 | 7.9580 | 0.3064 | 8.6178 | 0.9864 | +| 2.2401 | 151000 | 3.0101 | 0.2127 | 0.0170 | 0.0084 | 7.9240 | 0.3066 | 8.5956 | 0.9867 | +| 2.2416 | 151100 | 3.2544 | 0.2140 | 0.0169 | 0.0086 | 7.8908 | 0.3097 | 8.5370 | 0.9865 | +| 2.2431 | 151200 | 2.9441 | 0.2135 | 0.0170 | 0.0085 | 8.0275 | 0.3005 | 8.6070 | 0.9869 | +| 2.2445 | 151300 | 2.8148 | 0.2128 | 0.0169 | 0.0084 | 8.0033 | 0.2986 | 8.6483 | 0.9867 | +| 2.2460 | 151400 | 3.0005 | 0.2128 | 0.0170 | 0.0084 | 8.0567 | 0.2988 | 8.6670 | 0.9867 | +| 2.2475 | 151500 | 2.6262 | 0.2126 | 0.0169 | 0.0083 | 8.0178 | 0.3051 | 8.6539 | 0.9864 | +| 2.2490 | 151600 | 3.1609 | 0.2125 | 0.0167 | 0.0083 | 7.9892 | 0.3064 | 8.6954 | 0.9862 | +| 2.2505 | 151700 | 2.769 | 0.2124 | 0.0165 | 0.0082 | 8.0182 | 0.2989 | 8.7062 | 0.9864 | +| 2.2520 | 151800 | 2.8384 | 0.2124 | 0.0165 | 0.0082 | 7.9502 | 0.2978 | 8.7248 | 0.9865 | +| 2.2534 | 151900 | 3.0816 | 0.2128 | 0.0162 | 0.0083 | 7.9282 | 0.3086 | 8.6948 | 0.9857 | +| 2.2549 | 152000 | 3.0371 | 0.2125 | 0.0161 | 0.0082 | 7.9254 | 0.3031 | 8.6334 | 0.9855 | +| 2.2564 | 152100 | 3.1206 | 0.2139 | 0.0161 | 0.0084 | 7.8528 | 0.3090 | 8.6080 | 0.9862 | +| 2.2579 | 152200 | 2.9317 | 0.2147 | 0.0162 | 0.0085 | 7.9532 | 0.3048 | 8.6700 | 0.9859 | +| 2.2594 | 152300 | 2.2267 | 0.2140 | 0.0163 | 0.0085 | 8.0368 | 0.2946 | 8.7319 | 0.9860 | +| 2.2609 | 152400 | 3.3334 | 0.2122 | 0.0162 | 0.0083 | 7.9556 | 0.2990 | 8.6495 | 0.9860 | +| 2.2623 | 152500 | 3.305 | 0.2132 | 0.0162 | 0.0082 | 7.9359 | 0.3014 | 8.6199 | 0.9857 | +| 2.2638 | 152600 | 2.6998 | 0.2119 | 0.0162 | 0.0081 | 8.0294 | 0.2962 | 8.6828 | 0.9865 | +| 2.2653 | 152700 | 3.3518 | 0.2118 | 0.0161 | 0.0082 | 7.9996 | 0.2963 | 8.6461 | 0.9866 | +| 2.2668 | 152800 | 2.3854 | 0.2122 | 0.0162 | 0.0081 | 8.0156 | 0.2928 | 8.6641 | 0.9862 | +| 2.2683 | 152900 | 2.7173 | 0.2150 | 0.0161 | 0.0082 | 8.0040 | 0.2964 | 8.6318 | 0.9855 | +| 2.2698 | 153000 | 2.8304 | 0.2148 | 0.0162 | 0.0084 | 8.0428 | 0.2958 | 8.6397 | 0.9857 | +| 2.2712 | 153100 | 2.6698 | 0.2141 | 0.0162 | 0.0084 | 8.0688 | 0.2900 | 8.6470 | 0.9859 | +| 2.2727 | 153200 | 2.7382 | 0.2135 | 0.0163 | 0.0085 | 8.1060 | 0.2934 | 8.6493 | 0.9858 | +| 2.2742 | 153300 | 2.384 | 0.2125 | 0.0161 | 0.0085 | 8.1447 | 0.2898 | 8.7016 | 0.9859 | +| 2.2757 | 153400 | 3.2077 | 0.2125 | 0.0162 | 0.0084 | 8.0896 | 0.2931 | 8.6422 | 0.9863 | +| 2.2772 | 153500 | 2.7546 | 0.2112 | 0.0162 | 0.0084 | 8.0475 | 0.2932 | 8.6319 | 0.9866 | +| 2.2787 | 153600 | 2.6852 | 0.2120 | 0.0162 | 0.0085 | 8.1266 | 0.2895 | 8.6849 | 0.9864 | +| 2.2801 | 153700 | 2.8877 | 0.2108 | 0.0165 | 0.0086 | 8.0905 | 0.2882 | 8.6633 | 0.9865 | +| 2.2816 | 153800 | 2.47 | 0.2117 | 0.0167 | 0.0085 | 8.2265 | 0.2859 | 8.7202 | 0.9868 | +| 2.2831 | 153900 | 2.9837 | 0.2098 | 0.0166 | 0.0084 | 8.1770 | 0.2869 | 8.6768 | 0.9865 | +| 2.2846 | 154000 | 3.3483 | 0.2100 | 0.0166 | 0.0086 | 8.0210 | 0.2940 | 8.5939 | 0.9866 | +| 2.2861 | 154100 | 3.0781 | 0.2098 | 0.0167 | 0.0086 | 8.0557 | 0.2954 | 8.6207 | 0.9863 | +| 2.2876 | 154200 | 2.3396 | 0.2106 | 0.0166 | 0.0085 | 8.1459 | 0.2924 | 8.7386 | 0.9867 | +| 2.2890 | 154300 | 2.8877 | 0.2096 | 0.0169 | 0.0087 | 8.1527 | 0.2940 | 8.7549 | 0.9871 | +| 2.2905 | 154400 | 2.5236 | 0.2104 | 0.0169 | 0.0086 | 8.1271 | 0.2912 | 8.7518 | 0.9868 | +| 2.2920 | 154500 | 2.6074 | 0.2105 | 0.0169 | 0.0086 | 8.1520 | 0.2941 | 8.7213 | 0.9864 | +| 2.2935 | 154600 | 2.7466 | 0.2094 | 0.0168 | 0.0087 | 8.1488 | 0.2897 | 8.6817 | 0.9866 | +| 2.2950 | 154700 | 3.2415 | 0.2093 | 0.0169 | 0.0087 | 8.1069 | 0.2924 | 8.6151 | 0.9866 | +| 2.2965 | 154800 | 2.9771 | 0.2089 | 0.0167 | 0.0087 | 8.0348 | 0.2947 | 8.6089 | 0.9866 | +| 2.2979 | 154900 | 2.7325 | 0.2093 | 0.0169 | 0.0086 | 8.1049 | 0.2889 | 8.7002 | 0.9866 | +| 2.2994 | 155000 | 2.9372 | 0.2097 | 0.0169 | 0.0085 | 8.1247 | 0.2865 | 8.7074 | 0.9864 | +| 2.3009 | 155100 | 2.9722 | 0.2100 | 0.0168 | 0.0087 | 8.1250 | 0.2877 | 8.7180 | 0.9867 | +| 2.3024 | 155200 | 2.5222 | 0.2096 | 0.0167 | 0.0087 | 8.1493 | 0.2868 | 8.6970 | 0.9863 | +| 2.3039 | 155300 | 2.696 | 0.2102 | 0.0166 | 0.0087 | 8.1523 | 0.2872 | 8.7316 | 0.9869 | +| 2.3054 | 155400 | 2.9716 | 0.2099 | 0.0168 | 0.0087 | 8.0534 | 0.2982 | 8.6673 | 0.9864 | +| 2.3068 | 155500 | 2.8255 | 0.2102 | 0.0168 | 0.0088 | 8.1065 | 0.2959 | 8.6408 | 0.9864 | +| 2.3083 | 155600 | 2.8737 | 0.2106 | 0.0168 | 0.0090 | 8.0707 | 0.2965 | 8.6278 | 0.9867 | +| 2.3098 | 155700 | 2.9654 | 0.2114 | 0.0168 | 0.0091 | 7.9901 | 0.3043 | 8.5809 | 0.9870 | +| 2.3113 | 155800 | 3.1453 | 0.2111 | 0.0168 | 0.0090 | 7.9820 | 0.3119 | 8.5914 | 0.9869 | +| 2.3128 | 155900 | 2.6843 | 0.2115 | 0.0167 | 0.0090 | 7.9579 | 0.3027 | 8.5841 | 0.9870 | +| 2.3143 | 156000 | 2.3522 | 0.2104 | 0.0166 | 0.0089 | 8.0701 | 0.2894 | 8.7196 | 0.9873 | +| 2.3157 | 156100 | 3.1102 | 0.2093 | 0.0167 | 0.0090 | 8.1152 | 0.2918 | 8.7491 | 0.9869 | +| 2.3172 | 156200 | 3.284 | 0.2097 | 0.0167 | 0.0090 | 7.9848 | 0.2989 | 8.6768 | 0.9866 | +| 2.3187 | 156300 | 2.2887 | 0.2125 | 0.0168 | 0.0090 | 8.1348 | 0.2879 | 8.7769 | 0.9866 | +| 2.3202 | 156400 | 2.6148 | 0.2113 | 0.0166 | 0.0089 | 8.1979 | 0.2877 | 8.8042 | 0.9865 | +| 2.3217 | 156500 | 2.7534 | 0.2089 | 0.0165 | 0.0087 | 8.1087 | 0.2920 | 8.7290 | 0.9867 | +| 2.3232 | 156600 | 2.9838 | 0.2083 | 0.0164 | 0.0087 | 8.0926 | 0.2997 | 8.6967 | 0.9867 | +| 2.3246 | 156700 | 2.3386 | 0.2080 | 0.0163 | 0.0087 | 8.0901 | 0.2933 | 8.7149 | 0.9860 | +| 2.3261 | 156800 | 3.1512 | 0.2087 | 0.0163 | 0.0087 | 7.9930 | 0.3021 | 8.6279 | 0.9859 | +| 2.3276 | 156900 | 2.8047 | 0.2078 | 0.0164 | 0.0088 | 8.0323 | 0.2945 | 8.6471 | 0.9859 | +| 2.3291 | 157000 | 2.6676 | 0.2082 | 0.0163 | 0.0090 | 8.0825 | 0.2926 | 8.6709 | 0.9866 | +| 2.3306 | 157100 | 2.8009 | 0.2088 | 0.0166 | 0.0089 | 8.1279 | 0.2875 | 8.7047 | 0.9866 | +| 2.3321 | 157200 | 2.522 | 0.2092 | 0.0165 | 0.0090 | 8.1626 | 0.2886 | 8.7325 | 0.9872 | +| 2.3336 | 157300 | 2.6849 | 0.2092 | 0.0163 | 0.0090 | 8.1543 | 0.2847 | 8.7269 | 0.9862 | +| 2.3350 | 157400 | 2.7021 | 0.2082 | 0.0159 | 0.0089 | 8.1588 | 0.2846 | 8.7622 | 0.9865 | +| 2.3365 | 157500 | 3.1736 | 0.2071 | 0.0160 | 0.0088 | 8.0623 | 0.2865 | 8.6937 | 0.9865 | +| 2.3380 | 157600 | 2.6852 | 0.2073 | 0.0162 | 0.0089 | 8.0907 | 0.2877 | 8.6860 | 0.9863 | +| 2.3395 | 157700 | 3.0321 | 0.2072 | 0.0164 | 0.0088 | 7.9996 | 0.2999 | 8.6428 | 0.9867 | +| 2.3410 | 157800 | 3.0282 | 0.2077 | 0.0165 | 0.0088 | 8.0503 | 0.2936 | 8.6440 | 0.9865 | +| 2.3425 | 157900 | 2.8517 | 0.2069 | 0.0163 | 0.0088 | 8.0710 | 0.2899 | 8.6832 | 0.9869 | +| 2.3439 | 158000 | 3.0605 | 0.2079 | 0.0166 | 0.0089 | 8.0876 | 0.2931 | 8.7663 | 0.9867 | +| 2.3454 | 158100 | 2.9793 | 0.2084 | 0.0168 | 0.0088 | 8.0791 | 0.2935 | 8.8017 | 0.9867 | +| 2.3469 | 158200 | 3.0007 | 0.2088 | 0.0168 | 0.0087 | 8.0665 | 0.2969 | 8.8200 | 0.9872 | +| 2.3484 | 158300 | 2.5903 | 0.2071 | 0.0166 | 0.0088 | 8.1639 | 0.2898 | 8.8470 | 0.9874 | +| 2.3499 | 158400 | 2.1847 | 0.2078 | 0.0167 | 0.0088 | 8.1849 | 0.2871 | 8.8977 | 0.9870 | +| 2.3514 | 158500 | 3.096 | 0.2082 | 0.0165 | 0.0088 | 8.1098 | 0.2965 | 8.7894 | 0.9873 | +| 2.3528 | 158600 | 2.8201 | 0.2074 | 0.0163 | 0.0088 | 8.0609 | 0.2974 | 8.7801 | 0.9869 | +| 2.3543 | 158700 | 2.4948 | 0.2068 | 0.0163 | 0.0088 | 8.1399 | 0.2935 | 8.7924 | 0.9872 | +| 2.3558 | 158800 | 2.0537 | 0.2064 | 0.0159 | 0.0088 | 8.0921 | 0.2848 | 8.7950 | 0.9871 | +| 2.3573 | 158900 | 2.9503 | 0.2054 | 0.0158 | 0.0086 | 8.0616 | 0.2902 | 8.7356 | 0.9875 | +| 2.3588 | 159000 | 2.8995 | 0.2051 | 0.0156 | 0.0087 | 8.0623 | 0.2911 | 8.7123 | 0.9871 | +| 2.3603 | 159100 | 3.0488 | 0.2045 | 0.0157 | 0.0088 | 8.0319 | 0.2977 | 8.6711 | 0.9870 | +| 2.3617 | 159200 | 3.4047 | 0.2072 | 0.0159 | 0.0090 | 7.9833 | 0.3078 | 8.5848 | 0.9872 | +| 2.3632 | 159300 | 2.5792 | 0.2064 | 0.0159 | 0.0089 | 7.9842 | 0.2954 | 8.6403 | 0.9875 | +| 2.3647 | 159400 | 2.719 | 0.2067 | 0.0159 | 0.0090 | 7.9619 | 0.2901 | 8.6523 | 0.9868 | +| 2.3662 | 159500 | 3.1502 | 0.2059 | 0.0158 | 0.0090 | 7.9173 | 0.2985 | 8.6643 | 0.9870 | +| 2.3677 | 159600 | 3.2449 | 0.2067 | 0.0160 | 0.0091 | 7.9405 | 0.3035 | 8.7162 | 0.9876 | +| 2.3692 | 159700 | 3.0938 | 0.2067 | 0.0159 | 0.0090 | 7.9900 | 0.2962 | 8.7191 | 0.9874 | +| 2.3706 | 159800 | 2.6507 | 0.2074 | 0.0161 | 0.0090 | 8.0679 | 0.2894 | 8.8301 | 0.9872 | +| 2.3721 | 159900 | 2.4516 | 0.2085 | 0.0163 | 0.0089 | 8.0787 | 0.2864 | 8.8473 | 0.9873 | +| 2.3736 | 160000 | 3.0844 | 0.2067 | 0.0163 | 0.0089 | 8.0213 | 0.2896 | 8.7657 | 0.9874 | +| 2.3751 | 160100 | 2.9375 | 0.2075 | 0.0163 | 0.0091 | 7.9896 | 0.2935 | 8.7195 | 0.9868 | +| 2.3766 | 160200 | 2.8318 | 0.2080 | 0.0161 | 0.0091 | 7.9892 | 0.2946 | 8.7587 | 0.9863 | +| 2.3781 | 160300 | 2.9961 | 0.2065 | 0.0162 | 0.0092 | 7.9971 | 0.2951 | 8.7448 | 0.9871 | +| 2.3795 | 160400 | 2.879 | 0.2064 | 0.0165 | 0.0093 | 7.9486 | 0.2968 | 8.7433 | 0.9867 | +| 2.3810 | 160500 | 2.3256 | 0.2066 | 0.0163 | 0.0092 | 8.0487 | 0.2949 | 8.7965 | 0.9873 | +| 2.3825 | 160600 | 3.0506 | 0.2074 | 0.0166 | 0.0094 | 8.1466 | 0.2985 | 8.8207 | 0.9871 | +| 2.3840 | 160700 | 3.2362 | 0.2060 | 0.0164 | 0.0093 | 8.1375 | 0.2995 | 8.8027 | 0.9868 | +| 2.3855 | 160800 | 2.3115 | 0.2067 | 0.0163 | 0.0094 | 8.1638 | 0.2930 | 8.8314 | 0.9873 | +| 2.3870 | 160900 | 3.1012 | 0.2048 | 0.0163 | 0.0093 | 8.0961 | 0.2951 | 8.8005 | 0.9871 | +| 2.3884 | 161000 | 2.2291 | 0.2045 | 0.0164 | 0.0091 | 8.1645 | 0.2885 | 8.8709 | 0.9869 | +| 2.3899 | 161100 | 2.7714 | 0.2044 | 0.0162 | 0.0092 | 8.0763 | 0.2906 | 8.8195 | 0.9871 | +| 2.3914 | 161200 | 2.6021 | 0.2042 | 0.0162 | 0.0094 | 8.0996 | 0.2868 | 8.8484 | 0.9873 | +| 2.3929 | 161300 | 2.7469 | 0.2027 | 0.0162 | 0.0093 | 8.1207 | 0.2939 | 8.7827 | 0.9872 | +| 2.3944 | 161400 | 2.2101 | 0.2024 | 0.0164 | 0.0094 | 8.1976 | 0.2844 | 8.8609 | 0.9872 | +| 2.3959 | 161500 | 3.2245 | 0.2031 | 0.0164 | 0.0095 | 8.1632 | 0.2925 | 8.8005 | 0.9872 | +| 2.3973 | 161600 | 3.0683 | 0.2029 | 0.0162 | 0.0094 | 8.0951 | 0.2950 | 8.8284 | 0.9871 | +| 2.3988 | 161700 | 3.251 | 0.2034 | 0.0161 | 0.0093 | 8.0746 | 0.2972 | 8.7701 | 0.9872 | +| 2.4003 | 161800 | 2.8023 | 0.2041 | 0.0161 | 0.0092 | 8.0231 | 0.2982 | 8.7478 | 0.9866 | +| 2.4018 | 161900 | 3.2927 | 0.2040 | 0.0158 | 0.0092 | 7.9612 | 0.3025 | 8.6821 | 0.9865 | +| 2.4033 | 162000 | 3.0237 | 0.2049 | 0.0158 | 0.0093 | 7.9912 | 0.3022 | 8.7489 | 0.9868 | +| 2.4048 | 162100 | 2.7693 | 0.2072 | 0.0157 | 0.0092 | 8.1087 | 0.2929 | 8.8683 | 0.9870 | +| 2.4062 | 162200 | 3.2705 | 0.2062 | 0.0158 | 0.0092 | 8.0676 | 0.2995 | 8.8356 | 0.9870 | +| 2.4077 | 162300 | 2.7496 | 0.2061 | 0.0159 | 0.0093 | 8.1389 | 0.2934 | 8.8769 | 0.9871 | +| 2.4092 | 162400 | 2.8168 | 0.2074 | 0.0159 | 0.0094 | 8.1688 | 0.2897 | 8.9058 | 0.9866 | +| 2.4107 | 162500 | 2.5617 | 0.2087 | 0.0159 | 0.0093 | 8.2074 | 0.2900 | 8.9330 | 0.9866 | +| 2.4122 | 162600 | 2.83 | 0.2073 | 0.0158 | 0.0092 | 8.1680 | 0.2912 | 8.9222 | 0.9865 | +| 2.4137 | 162700 | 3.0276 | 0.2062 | 0.0159 | 0.0092 | 8.1230 | 0.2889 | 8.8703 | 0.9864 | +| 2.4151 | 162800 | 2.5147 | 0.2055 | 0.0157 | 0.0091 | 8.1400 | 0.2900 | 8.8779 | 0.9866 | +| 2.4166 | 162900 | 2.8198 | 0.2038 | 0.0159 | 0.0094 | 8.1060 | 0.2929 | 8.8336 | 0.9871 | +| 2.4181 | 163000 | 2.6616 | 0.2048 | 0.0160 | 0.0093 | 8.1173 | 0.2891 | 8.9208 | 0.9866 | +| 2.4196 | 163100 | 2.6794 | 0.2045 | 0.0159 | 0.0092 | 8.1515 | 0.2924 | 8.9246 | 0.9870 | +| 2.4211 | 163200 | 3.0706 | 0.2045 | 0.0157 | 0.0092 | 8.1695 | 0.2869 | 8.9194 | 0.9868 | +| 2.4226 | 163300 | 2.701 | 0.2060 | 0.0157 | 0.0092 | 8.2215 | 0.2804 | 8.9910 | 0.9872 | +| 2.4240 | 163400 | 2.736 | 0.2055 | 0.0159 | 0.0090 | 8.1828 | 0.2837 | 8.9851 | 0.9869 | +| 2.4255 | 163500 | 2.5212 | 0.2068 | 0.0161 | 0.0090 | 8.2538 | 0.2797 | 8.9482 | 0.9874 | +| 2.4270 | 163600 | 3.0524 | 0.2063 | 0.0162 | 0.0090 | 8.1728 | 0.2839 | 8.9107 | 0.9870 | +| 2.4285 | 163700 | 2.6373 | 0.2056 | 0.0160 | 0.0091 | 8.1779 | 0.2805 | 8.8707 | 0.9868 | +| 2.4300 | 163800 | 2.9246 | 0.2056 | 0.0163 | 0.0092 | 8.1917 | 0.2842 | 8.8692 | 0.9871 | +| 2.4315 | 163900 | 2.6209 | 0.2052 | 0.0164 | 0.0093 | 8.1865 | 0.2826 | 8.8755 | 0.9871 | +| 2.4329 | 164000 | 3.1835 | 0.2060 | 0.0164 | 0.0095 | 8.1651 | 0.2802 | 8.8487 | 0.9872 | +| 2.4344 | 164100 | 2.7546 | 0.2069 | 0.0166 | 0.0095 | 8.2147 | 0.2807 | 8.8882 | 0.9871 | +| 2.4359 | 164200 | 2.9334 | 0.2055 | 0.0165 | 0.0095 | 8.1869 | 0.2829 | 8.8453 | 0.9871 | +| 2.4374 | 164300 | 1.9454 | 0.2059 | 0.0165 | 0.0094 | 8.2564 | 0.2767 | 8.8913 | 0.9872 | +| 2.4389 | 164400 | 2.7657 | 0.2071 | 0.0165 | 0.0092 | 8.2895 | 0.2841 | 8.8871 | 0.9876 | +| 2.4404 | 164500 | 2.6197 | 0.2069 | 0.0165 | 0.0091 | 8.2127 | 0.2835 | 8.8486 | 0.9868 | +| 2.4418 | 164600 | 3.2125 | 0.2066 | 0.0165 | 0.0090 | 8.1813 | 0.2873 | 8.8400 | 0.9870 | +| 2.4433 | 164700 | 2.716 | 0.2060 | 0.0165 | 0.0092 | 8.1660 | 0.2850 | 8.8192 | 0.9870 | +| 2.4448 | 164800 | 2.8597 | 0.2066 | 0.0165 | 0.0091 | 8.2407 | 0.2896 | 8.8380 | 0.9869 | +| 2.4463 | 164900 | 3.004 | 0.2053 | 0.0164 | 0.0091 | 8.1932 | 0.2905 | 8.8601 | 0.9865 | +| 2.4478 | 165000 | 2.1315 | 0.2071 | 0.0164 | 0.0090 | 8.3167 | 0.2852 | 8.9774 | 0.9870 | +| 2.4493 | 165100 | 2.9148 | 0.2073 | 0.0165 | 0.0090 | 8.3146 | 0.2864 | 8.9674 | 0.9873 | +| 2.4507 | 165200 | 2.9518 | 0.2051 | 0.0166 | 0.0090 | 8.2580 | 0.2866 | 8.9296 | 0.9867 | +| 2.4522 | 165300 | 3.0427 | 0.2058 | 0.0168 | 0.0091 | 8.2308 | 0.2870 | 8.8495 | 0.9870 | +| 2.4537 | 165400 | 2.7423 | 0.2057 | 0.0166 | 0.0089 | 8.1723 | 0.2851 | 8.8221 | 0.9869 | +| 2.4552 | 165500 | 2.8171 | 0.2064 | 0.0166 | 0.0089 | 8.2272 | 0.2851 | 8.8661 | 0.9870 | +| 2.4567 | 165600 | 3.3852 | 0.2050 | 0.0165 | 0.0090 | 8.1669 | 0.2875 | 8.8332 | 0.9868 | +| 2.4582 | 165700 | 2.3652 | 0.2042 | 0.0166 | 0.0090 | 8.1997 | 0.2836 | 8.8684 | 0.9869 | +| 2.4596 | 165800 | 2.8849 | 0.2033 | 0.0165 | 0.0089 | 8.1898 | 0.2857 | 8.8309 | 0.9868 | +| 2.4611 | 165900 | 2.647 | 0.2054 | 0.0167 | 0.0090 | 8.2342 | 0.2876 | 8.8446 | 0.9867 | +| 2.4626 | 166000 | 2.3469 | 0.2056 | 0.0168 | 0.0090 | 8.2832 | 0.2824 | 8.9078 | 0.9872 | +| 2.4641 | 166100 | 3.0047 | 0.2046 | 0.0168 | 0.0091 | 8.1697 | 0.2855 | 8.8268 | 0.9871 | +| 2.4656 | 166200 | 2.7447 | 0.2058 | 0.0169 | 0.0092 | 8.1767 | 0.2875 | 8.8397 | 0.9868 | +| 2.4671 | 166300 | 2.5951 | 0.2068 | 0.0167 | 0.0092 | 8.1866 | 0.2847 | 8.8446 | 0.9871 | +| 2.4685 | 166400 | 2.7335 | 0.2063 | 0.0169 | 0.0093 | 8.2121 | 0.2845 | 8.8449 | 0.9867 | +| 2.4700 | 166500 | 2.9538 | 0.2075 | 0.0166 | 0.0093 | 8.2012 | 0.2824 | 8.8170 | 0.9867 | +| 2.4715 | 166600 | 2.7841 | 0.2072 | 0.0168 | 0.0092 | 8.2005 | 0.2851 | 8.8308 | 0.9865 | +| 2.4730 | 166700 | 3.1588 | 0.2059 | 0.0170 | 0.0091 | 8.1801 | 0.2894 | 8.8187 | 0.9864 | +| 2.4745 | 166800 | 3.1089 | 0.2051 | 0.0169 | 0.0093 | 8.1512 | 0.2888 | 8.7933 | 0.9867 | +| 2.4760 | 166900 | 2.2986 | 0.2051 | 0.0170 | 0.0095 | 8.2441 | 0.2840 | 8.8639 | 0.9870 | +| 2.4775 | 167000 | 2.609 | 0.2041 | 0.0170 | 0.0095 | 8.2094 | 0.2848 | 8.8306 | 0.9868 | +| 2.4789 | 167100 | 2.8417 | 0.2046 | 0.0171 | 0.0095 | 8.1563 | 0.2884 | 8.8209 | 0.9868 | +| 2.4804 | 167200 | 2.7781 | 0.2036 | 0.0170 | 0.0094 | 8.1281 | 0.2839 | 8.7807 | 0.9868 | +| 2.4819 | 167300 | 2.8862 | 0.2036 | 0.0170 | 0.0094 | 8.1031 | 0.2886 | 8.7585 | 0.9874 | +| 2.4834 | 167400 | 2.8747 | 0.2025 | 0.0169 | 0.0093 | 8.1060 | 0.2877 | 8.7284 | 0.9870 | +| 2.4849 | 167500 | 2.6018 | 0.2034 | 0.0168 | 0.0092 | 8.1186 | 0.2904 | 8.7359 | 0.9868 | +| 2.4864 | 167600 | 2.7821 | 0.2038 | 0.0168 | 0.0093 | 8.0749 | 0.2858 | 8.6892 | 0.9874 | +| 2.4878 | 167700 | 2.3093 | 0.2038 | 0.0170 | 0.0094 | 8.1163 | 0.2834 | 8.7738 | 0.9874 | +| 2.4893 | 167800 | 2.549 | 0.2034 | 0.0171 | 0.0093 | 8.1780 | 0.2836 | 8.8124 | 0.9869 | +| 2.4908 | 167900 | 2.9525 | 0.2026 | 0.0172 | 0.0092 | 8.1630 | 0.2827 | 8.8013 | 0.9869 | +| 2.4923 | 168000 | 2.8966 | 0.2025 | 0.0171 | 0.0093 | 8.1428 | 0.2838 | 8.7726 | 0.9870 | +| 2.4938 | 168100 | 2.708 | 0.2029 | 0.0168 | 0.0092 | 8.1065 | 0.2844 | 8.7896 | 0.9871 | +| 2.4953 | 168200 | 3.1707 | 0.2040 | 0.0170 | 0.0091 | 8.1416 | 0.2862 | 8.8076 | 0.9869 | +| 2.4967 | 168300 | 2.7662 | 0.2053 | 0.0172 | 0.0090 | 8.1770 | 0.2917 | 8.8335 | 0.9868 | +| 2.4982 | 168400 | 2.3862 | 0.2045 | 0.0170 | 0.0087 | 8.1791 | 0.2867 | 8.8306 | 0.9869 | +| 2.4997 | 168500 | 1.9857 | 0.2050 | 0.0172 | 0.0089 | 8.3555 | 0.2791 | 8.9497 | 0.9874 | +| 2.5012 | 168600 | 2.7066 | 0.2051 | 0.0172 | 0.0089 | 8.3185 | 0.2822 | 8.9136 | 0.9874 | +| 2.5027 | 168700 | 2.4371 | 0.2047 | 0.0173 | 0.0088 | 8.3071 | 0.2793 | 8.9214 | 0.9876 | +| 2.5042 | 168800 | 2.8744 | 0.2040 | 0.0173 | 0.0087 | 8.2516 | 0.2830 | 8.8380 | 0.9878 | +| 2.5056 | 168900 | 2.6467 | 0.2045 | 0.0172 | 0.0086 | 8.2026 | 0.2800 | 8.7734 | 0.9881 | +| 2.5071 | 169000 | 2.0878 | 0.2049 | 0.0173 | 0.0087 | 8.2582 | 0.2807 | 8.8054 | 0.9877 | +| 2.5086 | 169100 | 2.828 | 0.2039 | 0.0172 | 0.0086 | 8.2830 | 0.2799 | 8.8571 | 0.9879 | +| 2.5101 | 169200 | 2.701 | 0.2046 | 0.0172 | 0.0087 | 8.3077 | 0.2825 | 8.8535 | 0.9873 | +| 2.5116 | 169300 | 2.46 | 0.2032 | 0.0169 | 0.0086 | 8.3161 | 0.2763 | 8.8843 | 0.9875 | +| 2.5131 | 169400 | 3.1254 | 0.2033 | 0.0168 | 0.0084 | 8.2085 | 0.2826 | 8.8125 | 0.9873 | +| 2.5145 | 169500 | 2.7717 | 0.2043 | 0.0169 | 0.0084 | 8.2386 | 0.2838 | 8.7845 | 0.9877 | +| 2.5160 | 169600 | 2.7549 | 0.2035 | 0.0165 | 0.0083 | 8.2074 | 0.2812 | 8.7294 | 0.9876 | +| 2.5175 | 169700 | 3.4281 | 0.2047 | 0.0164 | 0.0082 | 8.1111 | 0.2846 | 8.6631 | 0.9875 | +| 2.5190 | 169800 | 2.9741 | 0.2038 | 0.0163 | 0.0082 | 8.1527 | 0.2823 | 8.6780 | 0.9875 | +| 2.5205 | 169900 | 2.8401 | 0.2029 | 0.0166 | 0.0083 | 8.0735 | 0.2870 | 8.6238 | 0.9874 | +| 2.5220 | 170000 | 2.9487 | 0.2039 | 0.0161 | 0.0082 | 8.0431 | 0.2857 | 8.6633 | 0.9874 | +| 2.5234 | 170100 | 2.4534 | 0.2035 | 0.0159 | 0.0083 | 8.1362 | 0.2780 | 8.7477 | 0.9874 | +| 2.5249 | 170200 | 3.0449 | 0.2036 | 0.0162 | 0.0083 | 8.0911 | 0.2791 | 8.6767 | 0.9875 | +| 2.5264 | 170300 | 2.4873 | 0.2028 | 0.0163 | 0.0083 | 8.1235 | 0.2797 | 8.7183 | 0.9880 | +| 2.5279 | 170400 | 2.7062 | 0.2034 | 0.0159 | 0.0084 | 8.1330 | 0.2792 | 8.7380 | 0.9881 | +| 2.5294 | 170500 | 2.1593 | 0.2033 | 0.0158 | 0.0084 | 8.1758 | 0.2773 | 8.7627 | 0.9884 | +| 2.5309 | 170600 | 3.0563 | 0.2048 | 0.0158 | 0.0083 | 8.1550 | 0.2795 | 8.7215 | 0.9882 | +| 2.5323 | 170700 | 2.9304 | 0.2052 | 0.0159 | 0.0082 | 8.1339 | 0.2844 | 8.6939 | 0.9879 | +| 2.5338 | 170800 | 2.8429 | 0.2051 | 0.0161 | 0.0082 | 8.1053 | 0.2859 | 8.6937 | 0.9879 | +| 2.5353 | 170900 | 2.7438 | 0.2037 | 0.0159 | 0.0083 | 8.1248 | 0.2895 | 8.7006 | 0.9878 | +| 2.5368 | 171000 | 3.056 | 0.2037 | 0.0157 | 0.0084 | 8.1178 | 0.2872 | 8.6580 | 0.9875 | +| 2.5383 | 171100 | 2.0991 | 0.2031 | 0.0157 | 0.0085 | 8.1401 | 0.2789 | 8.7000 | 0.9875 | +| 2.5398 | 171200 | 3.2381 | 0.2035 | 0.0157 | 0.0085 | 8.1126 | 0.2806 | 8.6712 | 0.9875 | +| 2.5412 | 171300 | 2.689 | 0.2022 | 0.0159 | 0.0087 | 8.0952 | 0.2791 | 8.6892 | 0.9874 | +| 2.5427 | 171400 | 2.5061 | 0.2024 | 0.0157 | 0.0086 | 8.1389 | 0.2772 | 8.7134 | 0.9875 | +| 2.5442 | 171500 | 3.1001 | 0.2024 | 0.0159 | 0.0087 | 8.0936 | 0.2822 | 8.7127 | 0.9879 | +| 2.5457 | 171600 | 2.0577 | 0.2027 | 0.0159 | 0.0087 | 8.1812 | 0.2792 | 8.7926 | 0.9884 | +| 2.5472 | 171700 | 2.8766 | 0.2028 | 0.0158 | 0.0088 | 8.1586 | 0.2818 | 8.7626 | 0.9872 | +| 2.5487 | 171800 | 2.4123 | 0.2026 | 0.0156 | 0.0087 | 8.1812 | 0.2785 | 8.8040 | 0.9875 | +| 2.5501 | 171900 | 2.8354 | 0.2030 | 0.0155 | 0.0086 | 8.1604 | 0.2823 | 8.7100 | 0.9873 | +| 2.5516 | 172000 | 2.9008 | 0.2025 | 0.0156 | 0.0086 | 8.1293 | 0.2829 | 8.6621 | 0.9873 | +| 2.5531 | 172100 | 2.6182 | 0.2018 | 0.0158 | 0.0087 | 8.1500 | 0.2794 | 8.7106 | 0.9879 | +| 2.5546 | 172200 | 3.1377 | 0.2017 | 0.0155 | 0.0087 | 8.0664 | 0.2817 | 8.6587 | 0.9878 | +| 2.5561 | 172300 | 2.8942 | 0.2023 | 0.0156 | 0.0088 | 8.0425 | 0.2844 | 8.6630 | 0.9876 | +| 2.5576 | 172400 | 3.1689 | 0.2039 | 0.0156 | 0.0090 | 8.0559 | 0.2872 | 8.5989 | 0.9875 | +| 2.5590 | 172500 | 2.812 | 0.2033 | 0.0157 | 0.0089 | 8.0665 | 0.2891 | 8.6121 | 0.9877 | +| 2.5605 | 172600 | 2.4314 | 0.2034 | 0.0158 | 0.0089 | 8.0531 | 0.2860 | 8.6511 | 0.9880 | +| 2.5620 | 172700 | 2.4879 | 0.2027 | 0.0156 | 0.0088 | 8.0556 | 0.2825 | 8.6874 | 0.9880 | +| 2.5635 | 172800 | 2.6814 | 0.2023 | 0.0155 | 0.0087 | 8.0530 | 0.2788 | 8.6923 | 0.9880 | +| 2.5650 | 172900 | 2.0937 | 0.2039 | 0.0155 | 0.0088 | 8.0706 | 0.2813 | 8.7416 | 0.9878 | +| 2.5665 | 173000 | 3.0054 | 0.2043 | 0.0155 | 0.0089 | 8.0750 | 0.2839 | 8.7150 | 0.9873 | +| 2.5679 | 173100 | 3.1017 | 0.2041 | 0.0154 | 0.0088 | 8.0327 | 0.2843 | 8.6680 | 0.9877 | +| 2.5694 | 173200 | 2.3982 | 0.2041 | 0.0154 | 0.0089 | 8.0819 | 0.2808 | 8.7045 | 0.9879 | +| 2.5709 | 173300 | 3.363 | 0.2039 | 0.0155 | 0.0088 | 8.0162 | 0.2868 | 8.6192 | 0.9882 | +| 2.5724 | 173400 | 2.8392 | 0.2033 | 0.0157 | 0.0089 | 7.9841 | 0.2870 | 8.5669 | 0.9881 | +| 2.5739 | 173500 | 3.0422 | 0.2036 | 0.0155 | 0.0088 | 8.0157 | 0.2883 | 8.5832 | 0.9879 | +| 2.5754 | 173600 | 2.8364 | 0.2027 | 0.0154 | 0.0087 | 8.0933 | 0.2805 | 8.6585 | 0.9877 | +| 2.5768 | 173700 | 2.9186 | 0.2026 | 0.0152 | 0.0085 | 8.0927 | 0.2837 | 8.6619 | 0.9882 | +| 2.5783 | 173800 | 2.9754 | 0.2025 | 0.0152 | 0.0087 | 8.1099 | 0.2843 | 8.6308 | 0.9882 | +| 2.5798 | 173900 | 2.4972 | 0.2027 | 0.0152 | 0.0087 | 8.0958 | 0.2832 | 8.6426 | 0.9881 | +| 2.5813 | 174000 | 2.6684 | 0.2029 | 0.0155 | 0.0087 | 8.1402 | 0.2853 | 8.6410 | 0.9877 | +| 2.5828 | 174100 | 3.3575 | 0.2023 | 0.0154 | 0.0089 | 8.0294 | 0.2926 | 8.5275 | 0.9875 | +| 2.5843 | 174200 | 2.2766 | 0.2017 | 0.0157 | 0.0090 | 8.1401 | 0.2780 | 8.6319 | 0.9880 | +| 2.5857 | 174300 | 2.7841 | 0.2001 | 0.0155 | 0.0092 | 8.1308 | 0.2725 | 8.6019 | 0.9876 | +| 2.5872 | 174400 | 2.6348 | 0.2017 | 0.0154 | 0.0095 | 8.1632 | 0.2677 | 8.5653 | 0.9881 | +| 2.5887 | 174500 | 2.86 | 0.2033 | 0.0155 | 0.0096 | 8.1349 | 0.2675 | 8.5080 | 0.9878 | +| 2.5902 | 174600 | 3.1162 | 0.2063 | 0.0157 | 0.0098 | 8.1422 | 0.2696 | 8.4557 | 0.9880 | +| 2.5917 | 174700 | 3.3379 | 0.2081 | 0.0156 | 0.0100 | 8.1052 | 0.2678 | 8.3528 | 0.9876 | +| 2.5932 | 174800 | 3.3232 | 0.2092 | 0.0154 | 0.0102 | 8.0297 | 0.2691 | 8.1994 | 0.9875 | +| 2.5946 | 174900 | 2.7285 | 0.2093 | 0.0156 | 0.0100 | 8.0553 | 0.2693 | 8.2928 | 0.9872 | +| 2.5961 | 175000 | 2.9339 | 0.2101 | 0.0156 | 0.0099 | 8.0455 | 0.2703 | 8.2708 | 0.9874 | +| 2.5976 | 175100 | 3.0932 | 0.2123 | 0.0158 | 0.0101 | 8.0350 | 0.2711 | 8.2563 | 0.9875 | +| 2.5991 | 175200 | 3.552 | 0.2160 | 0.0157 | 0.0101 | 7.9484 | 0.2730 | 8.1279 | 0.9873 | +| 2.6006 | 175300 | 3.0138 | 0.2147 | 0.0157 | 0.0099 | 7.9115 | 0.2755 | 8.0949 | 0.9871 | +| 2.6021 | 175400 | 2.8925 | 0.2133 | 0.0158 | 0.0099 | 7.9442 | 0.2739 | 8.1514 | 0.9874 | +| 2.6035 | 175500 | 2.8502 | 0.2124 | 0.0159 | 0.0098 | 7.9347 | 0.2725 | 8.1683 | 0.9871 | +| 2.6050 | 175600 | 2.7582 | 0.2117 | 0.0156 | 0.0098 | 7.9852 | 0.2705 | 8.1453 | 0.9867 | +| 2.6065 | 175700 | 2.7749 | 0.2105 | 0.0158 | 0.0095 | 8.0443 | 0.2708 | 8.1430 | 0.9863 | +| 2.6080 | 175800 | 2.9894 | 0.2115 | 0.0157 | 0.0094 | 8.0780 | 0.2724 | 8.1561 | 0.9866 | +| 2.6095 | 175900 | 3.0018 | 0.2136 | 0.0157 | 0.0095 | 8.0545 | 0.2732 | 8.0889 | 0.9866 | +| 2.6110 | 176000 | 2.8387 | 0.2124 | 0.0158 | 0.0093 | 8.0568 | 0.2734 | 8.1597 | 0.9867 | +| 2.6124 | 176100 | 2.7594 | 0.2102 | 0.0159 | 0.0091 | 8.0753 | 0.2727 | 8.1980 | 0.9872 | +| 2.6139 | 176200 | 2.8395 | 0.2074 | 0.0159 | 0.0091 | 8.0696 | 0.2712 | 8.2519 | 0.9875 | +| 2.6154 | 176300 | 2.5138 | 0.2064 | 0.0160 | 0.0091 | 8.0994 | 0.2693 | 8.3280 | 0.9868 | +| 2.6169 | 176400 | 2.6674 | 0.2066 | 0.0157 | 0.0091 | 8.1184 | 0.2680 | 8.3128 | 0.9867 | +| 2.6184 | 176500 | 2.9469 | 0.2089 | 0.0159 | 0.0092 | 8.0487 | 0.2700 | 8.3000 | 0.9867 | +| 2.6199 | 176600 | 2.9568 | 0.2085 | 0.0157 | 0.0094 | 8.0352 | 0.2701 | 8.2513 | 0.9859 | +| 2.6214 | 176700 | 3.0893 | 0.2112 | 0.0157 | 0.0094 | 8.0089 | 0.2694 | 8.2240 | 0.9861 | +| 2.6228 | 176800 | 3.2232 | 0.2145 | 0.0157 | 0.0095 | 8.0108 | 0.2710 | 8.1839 | 0.9857 | +| 2.6243 | 176900 | 3.251 | 0.2158 | 0.0158 | 0.0096 | 8.0028 | 0.2712 | 8.1664 | 0.9851 | +| 2.6258 | 177000 | 2.4697 | 0.2133 | 0.0158 | 0.0094 | 8.0079 | 0.2701 | 8.2666 | 0.9857 | +| 2.6273 | 177100 | 3.4655 | 0.2170 | 0.0159 | 0.0096 | 7.9861 | 0.2734 | 8.2596 | 0.9855 | +| 2.6288 | 177200 | 3.1234 | 0.2178 | 0.0162 | 0.0096 | 7.9462 | 0.2740 | 8.1925 | 0.9856 | +| 2.6303 | 177300 | 2.8374 | 0.2133 | 0.0163 | 0.0094 | 8.0183 | 0.2699 | 8.3061 | 0.9859 | +| 2.6317 | 177400 | 3.1317 | 0.2163 | 0.0162 | 0.0094 | 8.0273 | 0.2740 | 8.3150 | 0.9865 | +| 2.6332 | 177500 | 2.5253 | 0.2140 | 0.0159 | 0.0092 | 8.1025 | 0.2733 | 8.3652 | 0.9858 | +| 2.6347 | 177600 | 2.6527 | 0.2122 | 0.0158 | 0.0090 | 8.0885 | 0.2721 | 8.4009 | 0.9862 | +| 2.6362 | 177700 | 2.672 | 0.2109 | 0.0159 | 0.0089 | 8.1111 | 0.2701 | 8.3836 | 0.9862 | +| 2.6377 | 177800 | 2.8209 | 0.2095 | 0.0159 | 0.0088 | 8.0936 | 0.2699 | 8.4311 | 0.9864 | +| 2.6392 | 177900 | 2.8469 | 0.2112 | 0.0156 | 0.0087 | 8.0865 | 0.2692 | 8.3868 | 0.9856 | +| 2.6406 | 178000 | 2.6594 | 0.2114 | 0.0155 | 0.0087 | 8.0470 | 0.2684 | 8.3536 | 0.9859 | +| 2.6421 | 178100 | 3.0636 | 0.2140 | 0.0158 | 0.0090 | 8.0370 | 0.2703 | 8.2786 | 0.9858 | +| 2.6436 | 178200 | 2.7462 | 0.2149 | 0.0158 | 0.0090 | 8.0135 | 0.2701 | 8.1580 | 0.9859 | +| 2.6451 | 178300 | 2.8317 | 0.2142 | 0.0159 | 0.0089 | 8.1040 | 0.2709 | 8.2075 | 0.9859 | +| 2.6466 | 178400 | 2.6916 | 0.2134 | 0.0160 | 0.0090 | 8.1157 | 0.2705 | 8.2334 | 0.9860 | +| 2.6481 | 178500 | 2.7633 | 0.2116 | 0.0159 | 0.0090 | 8.1045 | 0.2692 | 8.2771 | 0.9861 | +| 2.6495 | 178600 | 2.9235 | 0.2108 | 0.0160 | 0.0091 | 8.0991 | 0.2700 | 8.3002 | 0.9858 | +| 2.6510 | 178700 | 2.6338 | 0.2099 | 0.0159 | 0.0089 | 8.0729 | 0.2717 | 8.2908 | 0.9858 | +| 2.6525 | 178800 | 3.0263 | 0.2082 | 0.0158 | 0.0089 | 8.1125 | 0.2703 | 8.3147 | 0.9862 | +| 2.6540 | 178900 | 2.6587 | 0.2084 | 0.0157 | 0.0090 | 8.1553 | 0.2703 | 8.3362 | 0.9865 | +| 2.6555 | 179000 | 2.9669 | 0.2095 | 0.0159 | 0.0091 | 8.1220 | 0.2725 | 8.3404 | 0.9860 | +| 2.6570 | 179100 | 2.5145 | 0.2077 | 0.0158 | 0.0091 | 8.1330 | 0.2723 | 8.3745 | 0.9867 | +| 2.6584 | 179200 | 2.8141 | 0.2057 | 0.0158 | 0.0092 | 8.1744 | 0.2695 | 8.4176 | 0.9870 | +| 2.6599 | 179300 | 2.6083 | 0.2046 | 0.0158 | 0.0092 | 8.2281 | 0.2688 | 8.4886 | 0.9867 | +| 2.6614 | 179400 | 2.8701 | 0.2082 | 0.0159 | 0.0095 | 8.1603 | 0.2681 | 8.3456 | 0.9865 | +| 2.6629 | 179500 | 2.8028 | 0.2068 | 0.0156 | 0.0092 | 8.1854 | 0.2661 | 8.4292 | 0.9865 | +| 2.6644 | 179600 | 2.355 | 0.2052 | 0.0154 | 0.0094 | 8.2586 | 0.2699 | 8.5107 | 0.9867 | +| 2.6659 | 179700 | 3.2263 | 0.2062 | 0.0153 | 0.0097 | 8.2288 | 0.2716 | 8.4861 | 0.9866 | +| 2.6673 | 179800 | 2.8877 | 0.2074 | 0.0154 | 0.0095 | 8.2423 | 0.2725 | 8.4432 | 0.9863 | +| 2.6688 | 179900 | 2.8956 | 0.2077 | 0.0154 | 0.0095 | 8.1984 | 0.2715 | 8.3913 | 0.9862 | +| 2.6703 | 180000 | 2.7693 | 0.2116 | 0.0152 | 0.0096 | 8.1429 | 0.2763 | 8.2975 | 0.9862 | +| 2.6718 | 180100 | 2.9041 | 0.2114 | 0.0156 | 0.0095 | 8.0882 | 0.2771 | 8.3259 | 0.9858 | +| 2.6733 | 180200 | 2.6354 | 0.2085 | 0.0157 | 0.0094 | 8.0999 | 0.2724 | 8.3955 | 0.9859 | +| 2.6748 | 180300 | 2.8541 | 0.2081 | 0.0157 | 0.0094 | 8.0884 | 0.2728 | 8.4098 | 0.9860 | +| 2.6762 | 180400 | 3.0492 | 0.2105 | 0.0158 | 0.0095 | 8.0652 | 0.2773 | 8.3616 | 0.9862 | +| 2.6777 | 180500 | 3.082 | 0.2111 | 0.0158 | 0.0093 | 8.0620 | 0.2756 | 8.3379 | 0.9864 | +| 2.6792 | 180600 | 2.6483 | 0.2080 | 0.0159 | 0.0092 | 8.1222 | 0.2755 | 8.4626 | 0.9864 | +| 2.6807 | 180700 | 2.9684 | 0.2106 | 0.0160 | 0.0093 | 8.0528 | 0.2728 | 8.3656 | 0.9862 | +| 2.6822 | 180800 | 2.7757 | 0.2090 | 0.0160 | 0.0094 | 8.0931 | 0.2720 | 8.3912 | 0.9866 | +| 2.6837 | 180900 | 2.4806 | 0.2083 | 0.0160 | 0.0095 | 8.1264 | 0.2706 | 8.4301 | 0.9868 | +| 2.6851 | 181000 | 2.5027 | 0.2076 | 0.0160 | 0.0097 | 8.1418 | 0.2701 | 8.4422 | 0.9866 | +| 2.6866 | 181100 | 2.7783 | 0.2066 | 0.0158 | 0.0097 | 8.1637 | 0.2699 | 8.4783 | 0.9865 | +| 2.6881 | 181200 | 2.6487 | 0.2046 | 0.0159 | 0.0098 | 8.2119 | 0.2710 | 8.5459 | 0.9861 | +| 2.6896 | 181300 | 3.0412 | 0.2050 | 0.0163 | 0.0097 | 8.1542 | 0.2708 | 8.5222 | 0.9863 | +| 2.6911 | 181400 | 3.0437 | 0.2086 | 0.0165 | 0.0100 | 8.0970 | 0.2729 | 8.5059 | 0.9859 | +| 2.6926 | 181500 | 2.8108 | 0.2096 | 0.0166 | 0.0099 | 8.0472 | 0.2747 | 8.4883 | 0.9862 | +| 2.6940 | 181600 | 2.7679 | 0.2100 | 0.0161 | 0.0099 | 8.0323 | 0.2730 | 8.3947 | 0.9867 | +| 2.6955 | 181700 | 3.0199 | 0.2142 | 0.0161 | 0.0102 | 8.0462 | 0.2747 | 8.3210 | 0.9864 | +| 2.6970 | 181800 | 2.7297 | 0.2112 | 0.0160 | 0.0101 | 8.0895 | 0.2728 | 8.3955 | 0.9861 | +| 2.6985 | 181900 | 2.9335 | 0.2130 | 0.0157 | 0.0103 | 8.0655 | 0.2742 | 8.3446 | 0.9859 | +| 2.7000 | 182000 | 2.3986 | 0.2126 | 0.0159 | 0.0103 | 8.0720 | 0.2747 | 8.3732 | 0.9861 | +| 2.7015 | 182100 | 2.865 | 0.2069 | 0.0156 | 0.0097 | 8.1491 | 0.2699 | 8.5759 | 0.9863 | +| 2.7029 | 182200 | 2.6715 | 0.2051 | 0.0158 | 0.0099 | 8.2240 | 0.2680 | 8.7143 | 0.9864 | +| 2.7044 | 182300 | 3.1165 | 0.2070 | 0.0159 | 0.0101 | 8.1896 | 0.2677 | 8.6390 | 0.9861 | +| 2.7059 | 182400 | 3.7759 | 0.2113 | 0.0159 | 0.0104 | 8.1140 | 0.2709 | 8.5322 | 0.9860 | +| 2.7074 | 182500 | 2.6591 | 0.2111 | 0.0155 | 0.0101 | 8.0849 | 0.2703 | 8.4218 | 0.9861 | +| 2.7089 | 182600 | 2.6991 | 0.2063 | 0.0155 | 0.0101 | 8.1510 | 0.2664 | 8.5611 | 0.9862 | +| 2.7104 | 182700 | 2.5103 | 0.2073 | 0.0154 | 0.0102 | 8.0925 | 0.2673 | 8.5656 | 0.9862 | +| 2.7118 | 182800 | 2.5566 | 0.2076 | 0.0155 | 0.0102 | 8.1233 | 0.2658 | 8.5634 | 0.9862 | +| 2.7133 | 182900 | 2.6279 | 0.2069 | 0.0152 | 0.0103 | 8.1534 | 0.2654 | 8.5388 | 0.9863 | +| 2.7148 | 183000 | 2.7944 | 0.2094 | 0.0154 | 0.0104 | 8.1004 | 0.2655 | 8.5241 | 0.9860 | +| 2.7163 | 183100 | 2.8536 | 0.2078 | 0.0156 | 0.0103 | 8.1344 | 0.2667 | 8.5332 | 0.9861 | +| 2.7178 | 183200 | 3.1642 | 0.2094 | 0.0158 | 0.0101 | 8.1356 | 0.2668 | 8.4434 | 0.9860 | +| 2.7193 | 183300 | 2.1805 | 0.2088 | 0.0159 | 0.0098 | 8.1518 | 0.2660 | 8.4734 | 0.9857 | +| 2.7207 | 183400 | 2.7333 | 0.2100 | 0.0159 | 0.0100 | 8.0760 | 0.2672 | 8.4004 | 0.9858 | +| 2.7222 | 183500 | 2.9517 | 0.2127 | 0.0159 | 0.0101 | 8.0603 | 0.2684 | 8.3185 | 0.9856 | +| 2.7237 | 183600 | 2.5827 | 0.2101 | 0.0161 | 0.0099 | 8.0635 | 0.2681 | 8.3855 | 0.9859 | +| 2.7252 | 183700 | 2.419 | 0.2087 | 0.0163 | 0.0100 | 8.1089 | 0.2682 | 8.4343 | 0.9855 | +| 2.7267 | 183800 | 2.5252 | 0.2082 | 0.0167 | 0.0100 | 8.1245 | 0.2675 | 8.4464 | 0.9859 | +| 2.7282 | 183900 | 2.5005 | 0.2077 | 0.0168 | 0.0102 | 8.0756 | 0.2689 | 8.4164 | 0.9859 | +| 2.7296 | 184000 | 3.0043 | 0.2095 | 0.0167 | 0.0102 | 8.1163 | 0.2693 | 8.4093 | 0.9864 | +| 2.7311 | 184100 | 2.7957 | 0.2094 | 0.0169 | 0.0103 | 8.1165 | 0.2685 | 8.4454 | 0.9862 | +| 2.7326 | 184200 | 2.8504 | 0.2123 | 0.0167 | 0.0103 | 8.0173 | 0.2711 | 8.3395 | 0.9861 | +| 2.7341 | 184300 | 2.0469 | 0.2076 | 0.0165 | 0.0103 | 8.0880 | 0.2690 | 8.4794 | 0.9863 | +| 2.7356 | 184400 | 2.901 | 0.2098 | 0.0163 | 0.0105 | 8.0415 | 0.2690 | 8.3923 | 0.9865 | +| 2.7371 | 184500 | 2.324 | 0.2077 | 0.0162 | 0.0103 | 8.1257 | 0.2696 | 8.4755 | 0.9867 | +| 2.7385 | 184600 | 2.8253 | 0.2098 | 0.0163 | 0.0101 | 8.1279 | 0.2706 | 8.4257 | 0.9859 | +| 2.7400 | 184700 | 2.4004 | 0.2080 | 0.0162 | 0.0101 | 8.1863 | 0.2698 | 8.5027 | 0.9865 | +| 2.7415 | 184800 | 2.806 | 0.2061 | 0.0162 | 0.0101 | 8.1691 | 0.2688 | 8.5141 | 0.9867 | +| 2.7430 | 184900 | 3.1339 | 0.2085 | 0.0162 | 0.0101 | 8.0931 | 0.2696 | 8.4056 | 0.9868 | +| 2.7445 | 185000 | 3.2952 | 0.2104 | 0.0162 | 0.0102 | 8.0905 | 0.2695 | 8.3016 | 0.9864 | +| 2.7460 | 185100 | 2.9963 | 0.2139 | 0.0162 | 0.0104 | 8.0598 | 0.2727 | 8.1881 | 0.9864 | +| 2.7474 | 185200 | 2.4665 | 0.2107 | 0.0161 | 0.0102 | 8.1327 | 0.2711 | 8.2709 | 0.9864 | +| 2.7489 | 185300 | 2.1319 | 0.2083 | 0.0162 | 0.0100 | 8.1683 | 0.2697 | 8.3621 | 0.9860 | +| 2.7504 | 185400 | 3.0965 | 0.2099 | 0.0164 | 0.0100 | 8.1476 | 0.2710 | 8.3453 | 0.9865 | +| 2.7519 | 185500 | 2.9598 | 0.2094 | 0.0160 | 0.0100 | 8.1274 | 0.2704 | 8.3449 | 0.9861 | +| 2.7534 | 185600 | 2.454 | 0.2070 | 0.0161 | 0.0101 | 8.2515 | 0.2711 | 8.4888 | 0.9863 | +| 2.7549 | 185700 | 2.9567 | 0.2058 | 0.0161 | 0.0099 | 8.2964 | 0.2681 | 8.5924 | 0.9865 | +| 2.7563 | 185800 | 2.9951 | 0.2051 | 0.0158 | 0.0099 | 8.3529 | 0.2684 | 8.6135 | 0.9874 | +| 2.7578 | 185900 | 3.0524 | 0.2045 | 0.0162 | 0.0100 | 8.3788 | 0.2680 | 8.7164 | 0.9871 | +| 2.7593 | 186000 | 2.7457 | 0.2046 | 0.0162 | 0.0101 | 8.4028 | 0.2684 | 8.6871 | 0.9869 | +| 2.7608 | 186100 | 3.0606 | 0.2049 | 0.0162 | 0.0103 | 8.4672 | 0.2678 | 8.7423 | 0.9868 | +| 2.7623 | 186200 | 2.5766 | 0.2028 | 0.0161 | 0.0099 | 8.4212 | 0.2659 | 8.7196 | 0.9869 | +| 2.7638 | 186300 | 2.673 | 0.2022 | 0.0161 | 0.0100 | 8.4371 | 0.2658 | 8.7579 | 0.9863 | +| 2.7653 | 186400 | 3.4841 | 0.2029 | 0.0161 | 0.0101 | 8.4248 | 0.2669 | 8.6670 | 0.9875 | +| 2.7667 | 186500 | 2.4397 | 0.2035 | 0.0162 | 0.0103 | 8.4596 | 0.2676 | 8.7145 | 0.9872 | +| 2.7682 | 186600 | 2.7882 | 0.2043 | 0.0160 | 0.0104 | 8.4716 | 0.2677 | 8.7390 | 0.9869 | +| 2.7697 | 186700 | 2.9135 | 0.2041 | 0.0160 | 0.0107 | 8.4919 | 0.2677 | 8.7397 | 0.9871 | +| 2.7712 | 186800 | 2.9524 | 0.2041 | 0.0159 | 0.0106 | 8.4945 | 0.2675 | 8.7008 | 0.9873 | +| 2.7727 | 186900 | 3.0549 | 0.2028 | 0.0158 | 0.0104 | 8.4478 | 0.2673 | 8.7063 | 0.9871 | +| 2.7742 | 187000 | 3.296 | 0.2029 | 0.0154 | 0.0104 | 8.4134 | 0.2668 | 8.7047 | 0.9869 | +| 2.7756 | 187100 | 3.0759 | 0.2029 | 0.0153 | 0.0105 | 8.4090 | 0.2658 | 8.6642 | 0.9871 | +| 2.7771 | 187200 | 3.1694 | 0.2040 | 0.0152 | 0.0107 | 8.4593 | 0.2666 | 8.7031 | 0.9869 | +| 2.7786 | 187300 | 2.4406 | 0.2039 | 0.0154 | 0.0104 | 8.5082 | 0.2675 | 8.7604 | 0.9866 | +| 2.7801 | 187400 | 2.8201 | 0.2042 | 0.0154 | 0.0105 | 8.5280 | 0.2683 | 8.7195 | 0.9871 | +| 2.7816 | 187500 | 2.6168 | 0.2045 | 0.0153 | 0.0107 | 8.5802 | 0.2683 | 8.7986 | 0.9873 | +| 2.7831 | 187600 | 2.8678 | 0.2035 | 0.0153 | 0.0105 | 8.5560 | 0.2680 | 8.8130 | 0.9868 | +| 2.7845 | 187700 | 3.2634 | 0.2055 | 0.0152 | 0.0109 | 8.5468 | 0.2678 | 8.7464 | 0.9869 | +| 2.7860 | 187800 | 2.2221 | 0.2044 | 0.0152 | 0.0109 | 8.5774 | 0.2686 | 8.7680 | 0.9875 | +| 2.7875 | 187900 | 3.0337 | 0.2041 | 0.0150 | 0.0110 | 8.6021 | 0.2685 | 8.8050 | 0.9878 | +| 2.7890 | 188000 | 3.1779 | 0.2043 | 0.0152 | 0.0109 | 8.6031 | 0.2685 | 8.7628 | 0.9884 | +| 2.7905 | 188100 | 3.228 | 0.2040 | 0.0153 | 0.0109 | 8.5857 | 0.2676 | 8.6901 | 0.9880 | +| 2.7920 | 188200 | 2.8984 | 0.2042 | 0.0155 | 0.0109 | 8.5616 | 0.2672 | 8.6625 | 0.9878 | +| 2.7934 | 188300 | 2.4572 | 0.2036 | 0.0155 | 0.0109 | 8.6180 | 0.2677 | 8.6583 | 0.9877 | +| 2.7949 | 188400 | 3.1417 | 0.2039 | 0.0155 | 0.0108 | 8.6011 | 0.2670 | 8.6450 | 0.9877 | +| 2.7964 | 188500 | 3.0376 | 0.2037 | 0.0155 | 0.0110 | 8.6009 | 0.2660 | 8.6289 | 0.9876 | +| 2.7979 | 188600 | 2.3472 | 0.2020 | 0.0157 | 0.0109 | 8.6018 | 0.2657 | 8.6609 | 0.9875 | +| 2.7994 | 188700 | 2.8133 | 0.2030 | 0.0158 | 0.0109 | 8.6097 | 0.2653 | 8.6441 | 0.9872 | +| 2.8009 | 188800 | 2.8929 | 0.2027 | 0.0158 | 0.0107 | 8.5968 | 0.2646 | 8.6499 | 0.9872 | +| 2.8023 | 188900 | 2.3053 | 0.2029 | 0.0157 | 0.0109 | 8.6326 | 0.2661 | 8.7612 | 0.9874 | +| 2.8038 | 189000 | 2.8387 | 0.2040 | 0.0160 | 0.0112 | 8.6783 | 0.2674 | 8.8006 | 0.9876 | +| 2.8053 | 189100 | 2.1217 | 0.2037 | 0.0160 | 0.0112 | 8.6751 | 0.2669 | 8.8467 | 0.9875 | +| 2.8068 | 189200 | 2.7036 | 0.2046 | 0.0161 | 0.0112 | 8.7490 | 0.2694 | 8.8984 | 0.9878 | +| 2.8083 | 189300 | 2.2835 | 0.2037 | 0.0162 | 0.0111 | 8.7240 | 0.2672 | 8.8759 | 0.9878 | +| 2.8098 | 189400 | 3.457 | 0.2040 | 0.0162 | 0.0113 | 8.7351 | 0.2683 | 8.7970 | 0.9877 | +| 2.8112 | 189500 | 2.915 | 0.2047 | 0.0159 | 0.0113 | 8.7380 | 0.2691 | 8.7226 | 0.9882 | +| 2.8127 | 189600 | 3.3097 | 0.2044 | 0.0159 | 0.0112 | 8.6814 | 0.2672 | 8.6460 | 0.9879 | +| 2.8142 | 189700 | 2.8187 | 0.2044 | 0.0158 | 0.0110 | 8.7049 | 0.2678 | 8.6840 | 0.9877 | +| 2.8157 | 189800 | 3.1997 | 0.2034 | 0.0157 | 0.0109 | 8.6627 | 0.2659 | 8.6850 | 0.9878 | +| 2.8172 | 189900 | 2.8842 | 0.2030 | 0.0157 | 0.0110 | 8.6351 | 0.2659 | 8.7220 | 0.9878 | +| 2.8187 | 190000 | 2.7303 | 0.2028 | 0.0157 | 0.0110 | 8.6100 | 0.2643 | 8.7493 | 0.9872 | +| 2.8201 | 190100 | 3.0661 | 0.2030 | 0.0157 | 0.0110 | 8.5991 | 0.2643 | 8.8091 | 0.9872 | +| 2.8216 | 190200 | 3.1852 | 0.2030 | 0.0156 | 0.0110 | 8.6107 | 0.2648 | 8.7669 | 0.9872 | +| 2.8231 | 190300 | 2.7964 | 0.2017 | 0.0157 | 0.0111 | 8.6469 | 0.2645 | 8.8079 | 0.9878 | +| 2.8246 | 190400 | 2.924 | 0.2027 | 0.0157 | 0.0114 | 8.6599 | 0.2644 | 8.7712 | 0.9878 | +| 2.8261 | 190500 | 2.4691 | 0.2032 | 0.0157 | 0.0114 | 8.6920 | 0.2663 | 8.7951 | 0.9870 | +| 2.8276 | 190600 | 2.7142 | 0.2045 | 0.0156 | 0.0113 | 8.7330 | 0.2674 | 8.8448 | 0.9871 | +| 2.8290 | 190700 | 2.8299 | 0.2041 | 0.0158 | 0.0113 | 8.7286 | 0.2671 | 8.8553 | 0.9870 | +| 2.8305 | 190800 | 3.1233 | 0.2052 | 0.0158 | 0.0114 | 8.7032 | 0.2666 | 8.7910 | 0.9873 | +| 2.8320 | 190900 | 2.7593 | 0.2047 | 0.0159 | 0.0118 | 8.7200 | 0.2658 | 8.8268 | 0.9876 | +| 2.8335 | 191000 | 2.7285 | 0.2043 | 0.0159 | 0.0117 | 8.6774 | 0.2654 | 8.8415 | 0.9873 | +| 2.8350 | 191100 | 2.7784 | 0.2031 | 0.0159 | 0.0116 | 8.7040 | 0.2652 | 8.9170 | 0.9871 | +| 2.8365 | 191200 | 2.9751 | 0.2045 | 0.0158 | 0.0114 | 8.7434 | 0.2674 | 8.9826 | 0.9868 | +| 2.8379 | 191300 | 2.5234 | 0.2034 | 0.0158 | 0.0110 | 8.7236 | 0.2674 | 8.9290 | 0.9868 | +| 2.8394 | 191400 | 3.5885 | 0.2045 | 0.0160 | 0.0110 | 8.6864 | 0.2662 | 8.8807 | 0.9869 | +| 2.8409 | 191500 | 3.0539 | 0.2041 | 0.0159 | 0.0109 | 8.6599 | 0.2658 | 8.7955 | 0.9874 | +| 2.8424 | 191600 | 2.753 | 0.2034 | 0.0160 | 0.0108 | 8.6887 | 0.2663 | 8.8458 | 0.9870 | +| 2.8439 | 191700 | 2.6789 | 0.2023 | 0.0161 | 0.0107 | 8.6126 | 0.2637 | 8.7859 | 0.9873 | +| 2.8454 | 191800 | 3.2115 | 0.2017 | 0.0160 | 0.0107 | 8.5951 | 0.2637 | 8.7829 | 0.9873 | +| 2.8468 | 191900 | 2.8907 | 0.2016 | 0.0160 | 0.0109 | 8.6156 | 0.2639 | 8.8015 | 0.9872 | +| 2.8483 | 192000 | 2.8806 | 0.2029 | 0.0161 | 0.0109 | 8.6400 | 0.2643 | 8.8078 | 0.9868 | +| 2.8498 | 192100 | 3.1903 | 0.2041 | 0.0163 | 0.0107 | 8.6130 | 0.2645 | 8.7580 | 0.9868 | +| 2.8513 | 192200 | 2.6627 | 0.2050 | 0.0160 | 0.0108 | 8.6188 | 0.2652 | 8.7640 | 0.9869 | +| 2.8528 | 192300 | 2.8436 | 0.2046 | 0.0157 | 0.0108 | 8.6284 | 0.2650 | 8.7797 | 0.9869 | +| 2.8543 | 192400 | 2.7272 | 0.2043 | 0.0155 | 0.0107 | 8.6297 | 0.2639 | 8.7416 | 0.9869 | +| 2.8557 | 192500 | 2.7166 | 0.2038 | 0.0153 | 0.0106 | 8.6372 | 0.2644 | 8.7638 | 0.9868 | +| 2.8572 | 192600 | 2.7455 | 0.2030 | 0.0152 | 0.0103 | 8.6147 | 0.2638 | 8.7042 | 0.9875 | +| 2.8587 | 192700 | 2.6737 | 0.2027 | 0.0153 | 0.0103 | 8.6239 | 0.2647 | 8.7883 | 0.9872 | +| 2.8602 | 192800 | 3.3537 | 0.2022 | 0.0154 | 0.0103 | 8.6070 | 0.2641 | 8.8118 | 0.9866 | +| 2.8617 | 192900 | 3.178 | 0.2032 | 0.0154 | 0.0104 | 8.6023 | 0.2633 | 8.7764 | 0.9861 | +| 2.8632 | 193000 | 2.795 | 0.2035 | 0.0156 | 0.0104 | 8.5774 | 0.2615 | 8.7550 | 0.9865 | +| 2.8646 | 193100 | 2.0701 | 0.2051 | 0.0155 | 0.0104 | 8.6635 | 0.2639 | 8.8306 | 0.9862 | +| 2.8661 | 193200 | 2.7481 | 0.2044 | 0.0153 | 0.0103 | 8.5966 | 0.2633 | 8.8155 | 0.9867 | +| 2.8676 | 193300 | 3.2048 | 0.2037 | 0.0151 | 0.0104 | 8.6334 | 0.2632 | 8.7819 | 0.9866 | +| 2.8691 | 193400 | 2.8313 | 0.2038 | 0.0151 | 0.0106 | 8.6493 | 0.2634 | 8.8020 | 0.9860 | +| 2.8706 | 193500 | 3.3363 | 0.2055 | 0.0152 | 0.0109 | 8.6823 | 0.2644 | 8.7810 | 0.9862 | +| 2.8721 | 193600 | 2.6419 | 0.2046 | 0.0154 | 0.0109 | 8.6852 | 0.2649 | 8.8267 | 0.9861 | +| 2.8735 | 193700 | 2.7111 | 0.2033 | 0.0153 | 0.0107 | 8.6551 | 0.2645 | 8.8329 | 0.9864 | +| 2.8750 | 193800 | 2.2494 | 0.2027 | 0.0152 | 0.0110 | 8.6980 | 0.2658 | 8.8823 | 0.9870 | +| 2.8765 | 193900 | 3.3877 | 0.2031 | 0.0151 | 0.0111 | 8.7015 | 0.2659 | 8.8052 | 0.9871 | +| 2.8780 | 194000 | 3.0075 | 0.2013 | 0.0152 | 0.0111 | 8.7249 | 0.2649 | 8.8743 | 0.9871 | +| 2.8795 | 194100 | 3.0427 | 0.2010 | 0.0157 | 0.0112 | 8.7616 | 0.2652 | 8.9201 | 0.9868 | +| 2.8810 | 194200 | 3.0954 | 0.2011 | 0.0155 | 0.0113 | 8.7466 | 0.2647 | 8.8719 | 0.9866 | +| 2.8824 | 194300 | 3.149 | 0.2009 | 0.0153 | 0.0111 | 8.7067 | 0.2640 | 8.8311 | 0.9868 | +| 2.8839 | 194400 | 2.23 | 0.2009 | 0.0154 | 0.0110 | 8.7222 | 0.2645 | 8.8959 | 0.9865 | +| 2.8854 | 194500 | 3.1966 | 0.2021 | 0.0156 | 0.0111 | 8.7155 | 0.2644 | 8.8689 | 0.9865 | +| 2.8869 | 194600 | 3.3706 | 0.2029 | 0.0154 | 0.0111 | 8.6912 | 0.2643 | 8.8483 | 0.9861 | +| 2.8884 | 194700 | 2.3098 | 0.2012 | 0.0155 | 0.0109 | 8.6488 | 0.2630 | 8.8202 | 0.9864 | +| 2.8899 | 194800 | 3.0259 | 0.2015 | 0.0155 | 0.0111 | 8.6693 | 0.2636 | 8.8430 | 0.9864 | +| 2.8913 | 194900 | 2.4647 | 0.2014 | 0.0155 | 0.0107 | 8.6657 | 0.2641 | 8.8933 | 0.9862 | +| 2.8928 | 195000 | 2.7367 | 0.2016 | 0.0155 | 0.0111 | 8.6895 | 0.2650 | 8.9195 | 0.9863 | +| 2.8943 | 195100 | 3.0326 | 0.2016 | 0.0155 | 0.0108 | 8.6831 | 0.2645 | 8.8707 | 0.9869 | +| 2.8958 | 195200 | 2.3653 | 0.2013 | 0.0155 | 0.0107 | 8.7444 | 0.2659 | 8.8725 | 0.9870 | +| 2.8973 | 195300 | 2.9464 | 0.2011 | 0.0161 | 0.0108 | 8.7310 | 0.2664 | 8.9155 | 0.9873 | +| 2.8988 | 195400 | 2.7861 | 0.2003 | 0.0159 | 0.0105 | 8.6909 | 0.2655 | 8.8742 | 0.9871 | +| 2.9002 | 195500 | 2.7416 | 0.2013 | 0.0159 | 0.0109 | 8.7620 | 0.2667 | 8.8942 | 0.9866 | +| 2.9017 | 195600 | 2.7007 | 0.2006 | 0.0161 | 0.0108 | 8.7544 | 0.2669 | 8.8621 | 0.9868 | +| 2.9032 | 195700 | 2.9022 | 0.2015 | 0.0160 | 0.0108 | 8.7314 | 0.2672 | 8.9029 | 0.9868 | +| 2.9047 | 195800 | 3.6854 | 0.2026 | 0.0159 | 0.0112 | 8.6718 | 0.2660 | 8.8120 | 0.9869 | +| 2.9062 | 195900 | 3.0063 | 0.2027 | 0.0160 | 0.0113 | 8.6578 | 0.2647 | 8.7668 | 0.9867 | +| 2.9077 | 196000 | 2.8213 | 0.2031 | 0.0159 | 0.0114 | 8.6895 | 0.2640 | 8.7759 | 0.9869 | +| 2.9092 | 196100 | 2.2993 | 0.2027 | 0.0162 | 0.0112 | 8.7897 | 0.2669 | 8.8695 | 0.9868 | +| 2.9106 | 196200 | 3.1291 | 0.2029 | 0.0163 | 0.0112 | 8.7882 | 0.2678 | 8.8330 | 0.9867 | +| 2.9121 | 196300 | 2.856 | 0.2033 | 0.0162 | 0.0111 | 8.7670 | 0.2679 | 8.7952 | 0.9865 | +| 2.9136 | 196400 | 2.564 | 0.2031 | 0.0162 | 0.0109 | 8.7652 | 0.2678 | 8.8362 | 0.9865 | +| 2.9151 | 196500 | 3.3269 | 0.2036 | 0.0160 | 0.0111 | 8.7501 | 0.2683 | 8.8382 | 0.9866 | +| 2.9166 | 196600 | 2.5975 | 0.2043 | 0.0160 | 0.0113 | 8.7906 | 0.2693 | 8.8541 | 0.9867 | +| 2.9181 | 196700 | 2.8616 | 0.2038 | 0.0161 | 0.0112 | 8.7550 | 0.2691 | 8.7990 | 0.9868 | +| 2.9195 | 196800 | 3.1314 | 0.2033 | 0.0161 | 0.0110 | 8.7400 | 0.2673 | 8.8049 | 0.9863 | +| 2.9210 | 196900 | 3.2591 | 0.2031 | 0.0161 | 0.0110 | 8.6602 | 0.2651 | 8.7142 | 0.9866 | +| 2.9225 | 197000 | 2.5573 | 0.2035 | 0.0159 | 0.0111 | 8.6985 | 0.2653 | 8.7368 | 0.9861 | +| 2.9240 | 197100 | 2.3166 | 0.2036 | 0.0159 | 0.0110 | 8.7312 | 0.2668 | 8.8191 | 0.9865 | +| 2.9255 | 197200 | 2.4537 | 0.2036 | 0.0156 | 0.0113 | 8.7614 | 0.2677 | 8.8887 | 0.9862 | +| 2.9270 | 197300 | 2.7379 | 0.2057 | 0.0158 | 0.0114 | 8.8102 | 0.2691 | 8.8788 | 0.9864 | +| 2.9284 | 197400 | 2.978 | 0.2049 | 0.0157 | 0.0112 | 8.7689 | 0.2681 | 8.8369 | 0.9867 | +| 2.9299 | 197500 | 3.5215 | 0.2054 | 0.0157 | 0.0113 | 8.7912 | 0.2680 | 8.7243 | 0.9864 | +| 2.9314 | 197600 | 3.0541 | 0.2049 | 0.0158 | 0.0112 | 8.7095 | 0.2664 | 8.6943 | 0.9865 | +| 2.9329 | 197700 | 2.8581 | 0.2044 | 0.0159 | 0.0110 | 8.7290 | 0.2680 | 8.7068 | 0.9864 | +| 2.9344 | 197800 | 2.8 | 0.2032 | 0.0160 | 0.0109 | 8.7072 | 0.2679 | 8.7126 | 0.9868 | +| 2.9359 | 197900 | 2.7608 | 0.2030 | 0.0161 | 0.0114 | 8.7261 | 0.2672 | 8.8409 | 0.9868 | +| 2.9373 | 198000 | 2.5497 | 0.2036 | 0.0162 | 0.0114 | 8.7341 | 0.2672 | 8.8370 | 0.9869 | +| 2.9388 | 198100 | 3.214 | 0.2037 | 0.0161 | 0.0113 | 8.7128 | 0.2681 | 8.8151 | 0.9867 | +| 2.9403 | 198200 | 3.1647 | 0.2043 | 0.0162 | 0.0113 | 8.7336 | 0.2683 | 8.7816 | 0.9865 | +| 2.9418 | 198300 | 3.2066 | 0.2044 | 0.0163 | 0.0114 | 8.7217 | 0.2665 | 8.7696 | 0.9865 | +| 2.9433 | 198400 | 2.8325 | 0.2058 | 0.0162 | 0.0117 | 8.7880 | 0.2671 | 8.8076 | 0.9869 | +| 2.9448 | 198500 | 2.9618 | 0.2055 | 0.0163 | 0.0118 | 8.7742 | 0.2670 | 8.8083 | 0.9871 | +| 2.9462 | 198600 | 3.4435 | 0.2053 | 0.0161 | 0.0117 | 8.7533 | 0.2673 | 8.8260 | 0.9872 | +| 2.9477 | 198700 | 3.2087 | 0.2057 | 0.0160 | 0.0119 | 8.7169 | 0.2665 | 8.7373 | 0.9868 | +| 2.9492 | 198800 | 3.3256 | 0.2042 | 0.0159 | 0.0116 | 8.6905 | 0.2648 | 8.7600 | 0.9869 | +| 2.9507 | 198900 | 2.2287 | 0.2034 | 0.0159 | 0.0113 | 8.7150 | 0.2653 | 8.7884 | 0.9867 | +| 2.9522 | 199000 | 3.208 | 0.2027 | 0.0157 | 0.0112 | 8.7204 | 0.2654 | 8.7724 | 0.9861 | +| 2.9537 | 199100 | 3.5484 | 0.2025 | 0.0156 | 0.0113 | 8.7063 | 0.2654 | 8.7092 | 0.9866 | +| 2.9551 | 199200 | 2.3581 | 0.2022 | 0.0155 | 0.0111 | 8.7391 | 0.2664 | 8.7499 | 0.9864 | +| 2.9566 | 199300 | 2.8759 | 0.2016 | 0.0156 | 0.0112 | 8.7239 | 0.2666 | 8.7405 | 0.9864 | +| 2.9581 | 199400 | 2.8951 | 0.2011 | 0.0154 | 0.0113 | 8.6998 | 0.2663 | 8.7650 | 0.9867 | +| 2.9596 | 199500 | 3.2292 | 0.2005 | 0.0154 | 0.0112 | 8.6723 | 0.2662 | 8.7830 | 0.9866 | +| 2.9611 | 199600 | 2.6457 | 0.2011 | 0.0156 | 0.0113 | 8.7568 | 0.2684 | 8.8063 | 0.9866 | +| 2.9626 | 199700 | 3.006 | 0.2010 | 0.0157 | 0.0111 | 8.7339 | 0.2670 | 8.7962 | 0.9864 | +| 2.9640 | 199800 | 2.792 | 0.2013 | 0.0158 | 0.0110 | 8.7771 | 0.2672 | 8.8391 | 0.9865 | +| 2.9655 | 199900 | 3.0275 | 0.2011 | 0.0158 | 0.0111 | 8.7479 | 0.2656 | 8.7651 | 0.9869 | +| 2.9670 | 200000 | 2.6914 | 0.2016 | 0.0157 | 0.0111 | 8.7336 | 0.2662 | 8.7309 | 0.9867 | +| 2.9685 | 200100 | 3.0168 | 0.2016 | 0.0158 | 0.0111 | 8.7758 | 0.2652 | 8.7600 | 0.9868 | +| 2.9700 | 200200 | 3.0974 | 0.2015 | 0.0157 | 0.0111 | 8.7628 | 0.2650 | 8.7521 | 0.9874 | +| 2.9715 | 200300 | 2.2385 | 0.2002 | 0.0156 | 0.0108 | 8.7581 | 0.2655 | 8.7897 | 0.9871 | +| 2.9729 | 200400 | 2.9658 | 0.2002 | 0.0156 | 0.0107 | 8.8143 | 0.2665 | 8.8218 | 0.9870 | +| 2.9744 | 200500 | 3.3901 | 0.2018 | 0.0157 | 0.0106 | 8.7731 | 0.2645 | 8.8143 | 0.9870 | +| 2.9759 | 200600 | 2.4579 | 0.2007 | 0.0154 | 0.0105 | 8.7645 | 0.2637 | 8.7856 | 0.9870 | +| 2.9774 | 200700 | 3.0481 | 0.2011 | 0.0155 | 0.0107 | 8.8082 | 0.2651 | 8.8640 | 0.9875 | +| 2.9789 | 200800 | 2.5892 | 0.2033 | 0.0156 | 0.0111 | 8.8500 | 0.2669 | 8.8918 | 0.9874 | +| 2.9804 | 200900 | 3.0526 | 0.2028 | 0.0156 | 0.0110 | 8.8307 | 0.2663 | 8.8213 | 0.9872 | +| 2.9818 | 201000 | 3.1219 | 0.2031 | 0.0157 | 0.0109 | 8.7859 | 0.2660 | 8.8647 | 0.9870 | +| 2.9833 | 201100 | 3.0265 | 0.2041 | 0.0158 | 0.0108 | 8.8087 | 0.2667 | 8.8036 | 0.9869 | +| 2.9848 | 201200 | 3.0461 | 0.2025 | 0.0159 | 0.0107 | 8.7726 | 0.2656 | 8.7781 | 0.9869 | +| 2.9863 | 201300 | 2.9028 | 0.2028 | 0.0158 | 0.0110 | 8.8257 | 0.2667 | 8.7929 | 0.9867 | +| 2.9878 | 201400 | 2.8375 | 0.2031 | 0.0160 | 0.0110 | 8.8527 | 0.2672 | 8.8569 | 0.9872 | +| 2.9893 | 201500 | 2.8761 | 0.2014 | 0.0160 | 0.0109 | 8.7947 | 0.2656 | 8.8529 | 0.9871 | +| 2.9907 | 201600 | 2.8904 | 0.2005 | 0.0158 | 0.0109 | 8.7990 | 0.2655 | 8.8535 | 0.9875 | +| 2.9922 | 201700 | 2.7992 | 0.2003 | 0.0159 | 0.0107 | 8.7664 | 0.2647 | 8.8827 | 0.9872 | +| 2.9937 | 201800 | 2.8811 | 0.2002 | 0.0156 | 0.0108 | 8.7707 | 0.2652 | 8.8584 | 0.9873 | +| 2.9952 | 201900 | 3.1378 | 0.1997 | 0.0156 | 0.0106 | 8.6965 | 0.2647 | 8.8502 | 0.9871 | +| 2.9967 | 202000 | 2.95 | 0.1997 | 0.0156 | 0.0106 | 8.7046 | 0.2642 | 8.8178 | 0.9866 | +| 2.9982 | 202100 | 2.1449 | 0.1988 | 0.0158 | 0.0106 | 8.7827 | 0.2658 | 8.9125 | 0.9872 | +| 2.9996 | 202200 | 2.6587 | 0.1994 | 0.0158 | 0.0108 | 8.8197 | 0.2666 | 8.8871 | 0.9867 | +| 3.0011 | 202300 | 3.6056 | 0.2000 | 0.0160 | 0.0108 | 8.6680 | 0.2593 | 8.7874 | 0.9863 | +| 3.0026 | 202400 | 2.2728 | 0.2018 | 0.0161 | 0.0109 | 8.4709 | 0.2621 | 8.7294 | 0.9861 | +| 3.0041 | 202500 | 3.3869 | 0.2059 | 0.0162 | 0.0111 | 8.2856 | 0.2754 | 8.5897 | 0.9860 | +| 3.0056 | 202600 | 2.7171 | 0.2073 | 0.0162 | 0.0111 | 8.1885 | 0.2787 | 8.5070 | 0.9857 | +| 3.0071 | 202700 | 3.3313 | 0.2128 | 0.0161 | 0.0112 | 8.0329 | 0.2893 | 8.3274 | 0.9850 | +| 3.0085 | 202800 | 3.0471 | 0.2151 | 0.0163 | 0.0114 | 7.9207 | 0.2940 | 8.2799 | 0.9847 | +| 3.0100 | 202900 | 3.0532 | 0.2129 | 0.0164 | 0.0112 | 7.8923 | 0.2998 | 8.2888 | 0.9853 | +| 3.0115 | 203000 | 2.979 | 0.2128 | 0.0163 | 0.0110 | 7.8443 | 0.3009 | 8.2910 | 0.9861 | +| 3.0130 | 203100 | 3.1751 | 0.2133 | 0.0164 | 0.0112 | 7.7923 | 0.3135 | 8.3089 | 0.9860 | +| 3.0145 | 203200 | 2.7676 | 0.2106 | 0.0165 | 0.0109 | 7.8623 | 0.3078 | 8.3980 | 0.9863 | +| 3.0160 | 203300 | 2.6943 | 0.2100 | 0.0165 | 0.0108 | 7.8569 | 0.3008 | 8.4352 | 0.9860 | +| 3.0174 | 203400 | 2.7185 | 0.2099 | 0.0166 | 0.0105 | 7.8456 | 0.3008 | 8.4745 | 0.9856 | +| 3.0189 | 203500 | 2.6034 | 0.2085 | 0.0166 | 0.0105 | 7.8852 | 0.3023 | 8.5626 | 0.9860 | +| 3.0204 | 203600 | 2.6196 | 0.2068 | 0.0164 | 0.0105 | 7.9229 | 0.3057 | 8.5980 | 0.9860 | +| 3.0219 | 203700 | 2.6848 | 0.2060 | 0.0165 | 0.0103 | 7.9189 | 0.3058 | 8.6143 | 0.9860 | +| 3.0234 | 203800 | 2.4166 | 0.2055 | 0.0165 | 0.0103 | 7.9815 | 0.3058 | 8.6434 | 0.9860 | +| 3.0249 | 203900 | 3.1014 | 0.2064 | 0.0164 | 0.0103 | 7.9159 | 0.3156 | 8.6223 | 0.9863 | +| 3.0263 | 204000 | 2.564 | 0.2048 | 0.0164 | 0.0103 | 7.9438 | 0.3063 | 8.6651 | 0.9863 | +| 3.0278 | 204100 | 3.3763 | 0.2045 | 0.0162 | 0.0103 | 7.8832 | 0.3078 | 8.6108 | 0.9866 | +| 3.0293 | 204200 | 2.412 | 0.2036 | 0.0163 | 0.0105 | 7.9362 | 0.3073 | 8.6433 | 0.9868 | +| 3.0308 | 204300 | 2.7048 | 0.2035 | 0.0163 | 0.0105 | 7.9393 | 0.3086 | 8.5850 | 0.9868 | +| 3.0323 | 204400 | 3.2513 | 0.2033 | 0.0162 | 0.0106 | 7.8585 | 0.3164 | 8.5239 | 0.9867 | +| 3.0338 | 204500 | 2.9508 | 0.2037 | 0.0162 | 0.0107 | 7.8570 | 0.3178 | 8.4954 | 0.9869 | +| 3.0352 | 204600 | 2.888 | 0.2047 | 0.0164 | 0.0109 | 7.8066 | 0.3189 | 8.5242 | 0.9868 | +| 3.0367 | 204700 | 3.0365 | 0.2049 | 0.0166 | 0.0111 | 7.8394 | 0.3239 | 8.5564 | 0.9869 | +| 3.0382 | 204800 | 2.7466 | 0.2042 | 0.0166 | 0.0110 | 7.8128 | 0.3215 | 8.5519 | 0.9867 | +| 3.0397 | 204900 | 2.5159 | 0.2040 | 0.0168 | 0.0108 | 7.8894 | 0.3193 | 8.5890 | 0.9870 | +| 3.0412 | 205000 | 2.6816 | 0.2036 | 0.0168 | 0.0106 | 7.9645 | 0.3184 | 8.6352 | 0.9869 | +| 3.0427 | 205100 | 3.3144 | 0.2050 | 0.0168 | 0.0107 | 7.9006 | 0.3283 | 8.6298 | 0.9866 | +| 3.0441 | 205200 | 2.5491 | 0.2039 | 0.0169 | 0.0107 | 7.9589 | 0.3218 | 8.6804 | 0.9867 | +| 3.0456 | 205300 | 3.0749 | 0.2045 | 0.0170 | 0.0105 | 7.9310 | 0.3268 | 8.7115 | 0.9867 | +| 3.0471 | 205400 | 2.8674 | 0.2042 | 0.0172 | 0.0106 | 7.9419 | 0.3271 | 8.7184 | 0.9871 | +| 3.0486 | 205500 | 2.7668 | 0.2040 | 0.0172 | 0.0107 | 7.9400 | 0.3343 | 8.7074 | 0.9873 | +| 3.0501 | 205600 | 2.9614 | 0.2045 | 0.0176 | 0.0107 | 7.9610 | 0.3348 | 8.7029 | 0.9870 | +| 3.0516 | 205700 | 2.8754 | 0.2041 | 0.0176 | 0.0107 | 8.0134 | 0.3247 | 8.7493 | 0.9874 | +| 3.0531 | 205800 | 2.88 | 0.2050 | 0.0176 | 0.0109 | 8.0485 | 0.3281 | 8.7209 | 0.9873 | +| 3.0545 | 205900 | 2.9377 | 0.2055 | 0.0174 | 0.0108 | 8.0321 | 0.3293 | 8.6989 | 0.9870 | +| 3.0560 | 206000 | 2.6857 | 0.2055 | 0.0174 | 0.0107 | 8.0319 | 0.3199 | 8.7231 | 0.9874 | +| 3.0575 | 206100 | 2.7752 | 0.2065 | 0.0174 | 0.0107 | 8.0426 | 0.3203 | 8.7057 | 0.9875 | +| 3.0590 | 206200 | 2.7013 | 0.2069 | 0.0173 | 0.0106 | 8.0430 | 0.3188 | 8.7262 | 0.9871 | +| 3.0605 | 206300 | 2.6812 | 0.2062 | 0.0175 | 0.0105 | 8.0464 | 0.3168 | 8.7399 | 0.9872 | +| 3.0620 | 206400 | 2.8555 | 0.2061 | 0.0173 | 0.0105 | 8.0150 | 0.3262 | 8.7154 | 0.9872 | +| 3.0634 | 206500 | 2.8342 | 0.2063 | 0.0171 | 0.0105 | 8.0109 | 0.3169 | 8.7188 | 0.9867 | +| 3.0649 | 206600 | 2.8483 | 0.2061 | 0.0171 | 0.0103 | 8.0045 | 0.3218 | 8.7062 | 0.9870 | +| 3.0664 | 206700 | 3.0569 | 0.2058 | 0.0164 | 0.0103 | 7.9950 | 0.3209 | 8.7026 | 0.9871 | +| 3.0679 | 206800 | 2.3416 | 0.2051 | 0.0164 | 0.0102 | 8.0557 | 0.3161 | 8.7427 | 0.9871 | +| 3.0694 | 206900 | 3.4243 | 0.2048 | 0.0163 | 0.0101 | 7.9886 | 0.3222 | 8.6696 | 0.9875 | +| 3.0709 | 207000 | 2.7761 | 0.2045 | 0.0159 | 0.0101 | 7.9208 | 0.3254 | 8.6814 | 0.9869 | +| 3.0723 | 207100 | 2.6664 | 0.2041 | 0.0159 | 0.0102 | 7.9428 | 0.3272 | 8.6931 | 0.9866 | +| 3.0738 | 207200 | 3.1489 | 0.2049 | 0.0161 | 0.0104 | 7.9494 | 0.3369 | 8.7042 | 0.9863 | +| 3.0753 | 207300 | 2.1587 | 0.2036 | 0.0160 | 0.0102 | 7.9741 | 0.3264 | 8.7524 | 0.9866 | +| 3.0768 | 207400 | 2.3949 | 0.2039 | 0.0160 | 0.0102 | 8.0299 | 0.3252 | 8.7685 | 0.9870 | +| 3.0783 | 207500 | 2.6533 | 0.2027 | 0.0160 | 0.0101 | 7.9961 | 0.3347 | 8.7373 | 0.9873 | +| 3.0798 | 207600 | 2.7274 | 0.2014 | 0.0161 | 0.0102 | 7.9963 | 0.3301 | 8.7424 | 0.9869 | +| 3.0812 | 207700 | 3.1779 | 0.2028 | 0.0162 | 0.0106 | 7.9263 | 0.3476 | 8.7071 | 0.9866 | +| 3.0827 | 207800 | 2.8193 | 0.2031 | 0.0164 | 0.0103 | 7.9383 | 0.3336 | 8.6949 | 0.9864 | +| 3.0842 | 207900 | 2.6043 | 0.2024 | 0.0164 | 0.0103 | 7.9255 | 0.3280 | 8.6875 | 0.9869 | +| 3.0857 | 208000 | 2.1477 | 0.2030 | 0.0165 | 0.0102 | 8.0027 | 0.3138 | 8.7201 | 0.9872 | +| 3.0872 | 208100 | 2.6733 | 0.2027 | 0.0164 | 0.0100 | 8.0069 | 0.3086 | 8.7154 | 0.9870 | +| 3.0887 | 208200 | 2.6528 | 0.2015 | 0.0162 | 0.0103 | 8.0309 | 0.3142 | 8.7199 | 0.9868 | +| 3.0901 | 208300 | 2.8145 | 0.2017 | 0.0163 | 0.0103 | 8.0324 | 0.3138 | 8.7118 | 0.9869 | +| 3.0916 | 208400 | 2.7858 | 0.2015 | 0.0162 | 0.0103 | 8.0471 | 0.3177 | 8.7120 | 0.9871 | +| 3.0931 | 208500 | 3.0053 | 0.2015 | 0.0161 | 0.0104 | 8.0218 | 0.3147 | 8.7144 | 0.9875 | +| 3.0946 | 208600 | 2.857 | 0.2015 | 0.0160 | 0.0102 | 8.0177 | 0.3089 | 8.7183 | 0.9871 | +| 3.0961 | 208700 | 3.1321 | 0.2019 | 0.0160 | 0.0103 | 8.0418 | 0.3183 | 8.6840 | 0.9871 | +| 3.0976 | 208800 | 1.9295 | 0.2027 | 0.0162 | 0.0103 | 8.1468 | 0.3075 | 8.7324 | 0.9872 | +| 3.0990 | 208900 | 2.3505 | 0.2026 | 0.0161 | 0.0102 | 8.1811 | 0.3081 | 8.7587 | 0.9872 | +| 3.1005 | 209000 | 2.8261 | 0.2019 | 0.0162 | 0.0101 | 8.1546 | 0.3096 | 8.7187 | 0.9870 | +| 3.1020 | 209100 | 2.6691 | 0.2019 | 0.0161 | 0.0100 | 8.1621 | 0.3087 | 8.7034 | 0.9873 | +| 3.1035 | 209200 | 2.7568 | 0.2020 | 0.0160 | 0.0098 | 8.1161 | 0.3104 | 8.6965 | 0.9875 | +| 3.1050 | 209300 | 2.6658 | 0.2019 | 0.0162 | 0.0095 | 8.1055 | 0.3038 | 8.6850 | 0.9871 | +| 3.1065 | 209400 | 2.4551 | 0.2018 | 0.0163 | 0.0095 | 8.1533 | 0.3047 | 8.7217 | 0.9870 | +| 3.1079 | 209500 | 2.5277 | 0.2017 | 0.0164 | 0.0089 | 8.1807 | 0.3018 | 8.7514 | 0.9872 | +| 3.1094 | 209600 | 3.1874 | 0.2011 | 0.0166 | 0.0089 | 8.0499 | 0.3143 | 8.6988 | 0.9872 | +| 3.1109 | 209700 | 2.5308 | 0.2012 | 0.0167 | 0.0088 | 8.0895 | 0.3103 | 8.7022 | 0.9872 | +| 3.1124 | 209800 | 3.3288 | 0.2019 | 0.0166 | 0.0087 | 8.0715 | 0.3112 | 8.6699 | 0.9875 | +| 3.1139 | 209900 | 2.9101 | 0.2012 | 0.0165 | 0.0084 | 8.0502 | 0.3075 | 8.6737 | 0.9875 | +| 3.1154 | 210000 | 2.9141 | 0.2003 | 0.0165 | 0.0084 | 8.0027 | 0.3084 | 8.6652 | 0.9872 | +| 3.1168 | 210100 | 2.3439 | 0.1999 | 0.0166 | 0.0085 | 8.0809 | 0.2995 | 8.7320 | 0.9874 | +| 3.1183 | 210200 | 3.0489 | 0.2003 | 0.0165 | 0.0083 | 8.0807 | 0.3002 | 8.7500 | 0.9874 | +| 3.1198 | 210300 | 2.6587 | 0.1999 | 0.0165 | 0.0083 | 8.0838 | 0.2961 | 8.7363 | 0.9874 | +| 3.1213 | 210400 | 2.5737 | 0.2006 | 0.0165 | 0.0083 | 8.0973 | 0.2945 | 8.7071 | 0.9877 | +| 3.1228 | 210500 | 2.5476 | 0.2009 | 0.0165 | 0.0084 | 8.0946 | 0.2941 | 8.7101 | 0.9875 | +| 3.1243 | 210600 | 2.8336 | 0.1994 | 0.0165 | 0.0084 | 8.0400 | 0.2955 | 8.7054 | 0.9880 | +| 3.1257 | 210700 | 3.0253 | 0.1991 | 0.0164 | 0.0083 | 7.9942 | 0.3049 | 8.6703 | 0.9873 | +| 3.1272 | 210800 | 2.849 | 0.1986 | 0.0163 | 0.0083 | 8.0440 | 0.3021 | 8.6817 | 0.9874 | +| 3.1287 | 210900 | 2.6512 | 0.1987 | 0.0162 | 0.0082 | 8.0496 | 0.2960 | 8.7387 | 0.9874 | +| 3.1302 | 211000 | 2.4124 | 0.1998 | 0.0162 | 0.0083 | 8.0909 | 0.2930 | 8.7547 | 0.9872 | +| 3.1317 | 211100 | 2.4745 | 0.2003 | 0.0161 | 0.0082 | 8.1473 | 0.2871 | 8.7766 | 0.9876 | +| 3.1332 | 211200 | 2.6652 | 0.2000 | 0.0161 | 0.0082 | 8.1230 | 0.2894 | 8.7606 | 0.9874 | +| 3.1346 | 211300 | 3.0475 | 0.2013 | 0.0160 | 0.0082 | 8.0813 | 0.2936 | 8.7307 | 0.9872 | +| 3.1361 | 211400 | 2.7582 | 0.1992 | 0.0161 | 0.0084 | 8.0396 | 0.2991 | 8.7041 | 0.9870 | +| 3.1376 | 211500 | 2.4223 | 0.1987 | 0.0161 | 0.0084 | 8.1054 | 0.2941 | 8.7331 | 0.9874 | +| 3.1391 | 211600 | 2.9551 | 0.1990 | 0.0161 | 0.0084 | 8.0807 | 0.2944 | 8.7334 | 0.9873 | +| 3.1406 | 211700 | 2.6793 | 0.1984 | 0.0160 | 0.0084 | 8.0850 | 0.2978 | 8.7193 | 0.9873 | +| 3.1421 | 211800 | 2.6578 | 0.1991 | 0.0161 | 0.0086 | 8.1145 | 0.2938 | 8.7112 | 0.9872 | +| 3.1435 | 211900 | 2.8059 | 0.1989 | 0.0160 | 0.0085 | 8.1498 | 0.2917 | 8.7305 | 0.9873 | +| 3.1450 | 212000 | 3.1228 | 0.1997 | 0.0160 | 0.0087 | 8.1459 | 0.2974 | 8.7297 | 0.9875 | +| 3.1465 | 212100 | 2.9486 | 0.2010 | 0.0160 | 0.0086 | 8.1567 | 0.2993 | 8.7570 | 0.9875 | +| 3.1480 | 212200 | 2.8243 | 0.2015 | 0.0161 | 0.0085 | 8.2019 | 0.2992 | 8.7728 | 0.9875 | +| 3.1495 | 212300 | 2.7155 | 0.2016 | 0.0163 | 0.0086 | 8.2154 | 0.2969 | 8.7501 | 0.9877 | +| 3.1510 | 212400 | 2.6893 | 0.2011 | 0.0164 | 0.0086 | 8.2106 | 0.2995 | 8.7694 | 0.9877 | +| 3.1524 | 212500 | 2.825 | 0.2003 | 0.0165 | 0.0086 | 8.2028 | 0.3044 | 8.7483 | 0.9876 | +| 3.1539 | 212600 | 2.5391 | 0.1990 | 0.0165 | 0.0085 | 8.2613 | 0.2946 | 8.7737 | 0.9875 | +| 3.1554 | 212700 | 2.6003 | 0.1994 | 0.0164 | 0.0086 | 8.2213 | 0.2937 | 8.7522 | 0.9876 | +| 3.1569 | 212800 | 2.5835 | 0.1991 | 0.0164 | 0.0087 | 8.2559 | 0.2923 | 8.7795 | 0.9874 | +| 3.1584 | 212900 | 2.5418 | 0.1989 | 0.0162 | 0.0087 | 8.2178 | 0.2887 | 8.7733 | 0.9872 | +| 3.1599 | 213000 | 3.3445 | 0.1982 | 0.0163 | 0.0087 | 8.1577 | 0.3010 | 8.7456 | 0.9874 | +| 3.1613 | 213100 | 2.7024 | 0.1976 | 0.0164 | 0.0086 | 8.1365 | 0.2995 | 8.7490 | 0.9877 | +| 3.1628 | 213200 | 2.291 | 0.1981 | 0.0165 | 0.0088 | 8.2221 | 0.2992 | 8.7987 | 0.9876 | +| 3.1643 | 213300 | 3.1038 | 0.1978 | 0.0164 | 0.0089 | 8.1987 | 0.3018 | 8.7880 | 0.9880 | +| 3.1658 | 213400 | 2.633 | 0.1987 | 0.0162 | 0.0088 | 8.1906 | 0.2975 | 8.8097 | 0.9885 | +| 3.1673 | 213500 | 2.5649 | 0.1992 | 0.0160 | 0.0086 | 8.1979 | 0.2933 | 8.7989 | 0.9881 | +| 3.1688 | 213600 | 2.8145 | 0.1997 | 0.0159 | 0.0086 | 8.1998 | 0.2889 | 8.7685 | 0.9878 | +| 3.1702 | 213700 | 2.7226 | 0.2002 | 0.0158 | 0.0087 | 8.1673 | 0.2910 | 8.7771 | 0.9877 | +| 3.1717 | 213800 | 3.1218 | 0.2004 | 0.0158 | 0.0087 | 8.1192 | 0.2939 | 8.7612 | 0.9875 | +| 3.1732 | 213900 | 3.0033 | 0.1988 | 0.0158 | 0.0087 | 8.0909 | 0.2979 | 8.7352 | 0.9874 | +| 3.1747 | 214000 | 2.8013 | 0.1980 | 0.0157 | 0.0086 | 8.0912 | 0.2994 | 8.7427 | 0.9876 | +| 3.1762 | 214100 | 2.7141 | 0.1991 | 0.0160 | 0.0088 | 8.1389 | 0.2982 | 8.7569 | 0.9880 | +| 3.1777 | 214200 | 3.0853 | 0.1988 | 0.0159 | 0.0087 | 8.1516 | 0.3011 | 8.7482 | 0.9877 | +| 3.1791 | 214300 | 2.9132 | 0.1987 | 0.0160 | 0.0087 | 8.1676 | 0.2990 | 8.7214 | 0.9876 | +| 3.1806 | 214400 | 2.7118 | 0.1986 | 0.0158 | 0.0086 | 8.1943 | 0.2986 | 8.7309 | 0.9885 | +| 3.1821 | 214500 | 2.8827 | 0.1982 | 0.0157 | 0.0087 | 8.1825 | 0.2959 | 8.7010 | 0.9877 | +| 3.1836 | 214600 | 2.2832 | 0.1979 | 0.0157 | 0.0086 | 8.1846 | 0.2907 | 8.6906 | 0.9876 | +| 3.1851 | 214700 | 2.9358 | 0.1976 | 0.0156 | 0.0086 | 8.1075 | 0.2893 | 8.6726 | 0.9879 | +| 3.1866 | 214800 | 2.7376 | 0.1980 | 0.0158 | 0.0086 | 8.1170 | 0.2916 | 8.7157 | 0.9873 | +| 3.1880 | 214900 | 3.0736 | 0.1974 | 0.0157 | 0.0085 | 8.0798 | 0.2982 | 8.6992 | 0.9874 | +| 3.1895 | 215000 | 2.6434 | 0.1966 | 0.0158 | 0.0086 | 8.1031 | 0.2949 | 8.7285 | 0.9878 | +| 3.1910 | 215100 | 2.7144 | 0.1966 | 0.0159 | 0.0085 | 8.1429 | 0.2950 | 8.7161 | 0.9879 | +| 3.1925 | 215200 | 2.6741 | 0.1969 | 0.0159 | 0.0086 | 8.2201 | 0.2858 | 8.7503 | 0.9878 | +| 3.1940 | 215300 | 3.5212 | 0.1976 | 0.0156 | 0.0086 | 8.1116 | 0.2931 | 8.7169 | 0.9875 | +| 3.1955 | 215400 | 2.6767 | 0.1979 | 0.0157 | 0.0087 | 8.1940 | 0.2908 | 8.7189 | 0.9874 | +| 3.1969 | 215500 | 2.6545 | 0.1978 | 0.0157 | 0.0087 | 8.2285 | 0.2860 | 8.7503 | 0.9877 | +| 3.1984 | 215600 | 2.6146 | 0.1992 | 0.0156 | 0.0087 | 8.2746 | 0.2862 | 8.7785 | 0.9875 | +| 3.1999 | 215700 | 2.8557 | 0.1993 | 0.0157 | 0.0088 | 8.2590 | 0.2912 | 8.7890 | 0.9873 | +| 3.2014 | 215800 | 2.8227 | 0.1996 | 0.0156 | 0.0087 | 8.2864 | 0.2883 | 8.7785 | 0.9873 | +| 3.2029 | 215900 | 2.3573 | 0.1998 | 0.0157 | 0.0087 | 8.3680 | 0.2874 | 8.8366 | 0.9877 | +| 3.2044 | 216000 | 2.6056 | 0.1992 | 0.0157 | 0.0088 | 8.3192 | 0.2875 | 8.8390 | 0.9878 | +| 3.2059 | 216100 | 2.9894 | 0.1983 | 0.0158 | 0.0088 | 8.2327 | 0.2912 | 8.8059 | 0.9876 | +| 3.2073 | 216200 | 2.7601 | 0.1975 | 0.0158 | 0.0089 | 8.1949 | 0.2916 | 8.7710 | 0.9880 | +| 3.2088 | 216300 | 2.7057 | 0.1974 | 0.0158 | 0.0089 | 8.2376 | 0.2862 | 8.8015 | 0.9880 | +| 3.2103 | 216400 | 2.7285 | 0.1970 | 0.0156 | 0.0088 | 8.2250 | 0.2851 | 8.7813 | 0.9882 | +| 3.2118 | 216500 | 2.6109 | 0.1977 | 0.0155 | 0.0087 | 8.2674 | 0.2844 | 8.7838 | 0.9875 | +| 3.2133 | 216600 | 2.4698 | 0.1978 | 0.0155 | 0.0087 | 8.2537 | 0.2850 | 8.7486 | 0.9876 | +| 3.2148 | 216700 | 2.6126 | 0.1971 | 0.0156 | 0.0088 | 8.2104 | 0.2865 | 8.7232 | 0.9873 | +| 3.2162 | 216800 | 3.5846 | 0.1969 | 0.0156 | 0.0086 | 8.1274 | 0.2961 | 8.6738 | 0.9871 | +| 3.2177 | 216900 | 2.8659 | 0.1967 | 0.0157 | 0.0086 | 8.1293 | 0.2955 | 8.6736 | 0.9873 | +| 3.2192 | 217000 | 2.7636 | 0.1960 | 0.0157 | 0.0086 | 8.1530 | 0.2924 | 8.7137 | 0.9879 | +| 3.2207 | 217100 | 2.5964 | 0.1957 | 0.0156 | 0.0086 | 8.1537 | 0.2903 | 8.7186 | 0.9874 | +| 3.2222 | 217200 | 3.0531 | 0.1963 | 0.0155 | 0.0086 | 8.1752 | 0.2885 | 8.6973 | 0.9874 | +| 3.2237 | 217300 | 2.7678 | 0.1956 | 0.0155 | 0.0083 | 8.1889 | 0.2872 | 8.7202 | 0.9872 | +| 3.2251 | 217400 | 2.7441 | 0.1965 | 0.0155 | 0.0085 | 8.2293 | 0.2840 | 8.7480 | 0.9870 | +| 3.2266 | 217500 | 3.3645 | 0.1967 | 0.0156 | 0.0085 | 8.1656 | 0.2896 | 8.6601 | 0.9867 | +| 3.2281 | 217600 | 2.5569 | 0.1966 | 0.0154 | 0.0085 | 8.2006 | 0.2837 | 8.6594 | 0.9871 | +| 3.2296 | 217700 | 2.654 | 0.1965 | 0.0152 | 0.0085 | 8.2368 | 0.2828 | 8.6756 | 0.9873 | +| 3.2311 | 217800 | 2.6891 | 0.1963 | 0.0154 | 0.0085 | 8.2686 | 0.2847 | 8.6842 | 0.9872 | +| 3.2326 | 217900 | 2.9788 | 0.1963 | 0.0155 | 0.0085 | 8.2160 | 0.2858 | 8.6894 | 0.9873 | +| 3.2340 | 218000 | 3.157 | 0.1959 | 0.0156 | 0.0084 | 8.1888 | 0.2885 | 8.6999 | 0.9874 | +| 3.2355 | 218100 | 2.7202 | 0.1957 | 0.0155 | 0.0083 | 8.2613 | 0.2848 | 8.6911 | 0.9874 | +| 3.2370 | 218200 | 2.6696 | 0.1951 | 0.0156 | 0.0082 | 8.2527 | 0.2878 | 8.6821 | 0.9870 | +| 3.2385 | 218300 | 2.8416 | 0.1955 | 0.0157 | 0.0082 | 8.2567 | 0.2912 | 8.6851 | 0.9869 | +| 3.2400 | 218400 | 3.1841 | 0.1956 | 0.0157 | 0.0082 | 8.2451 | 0.2920 | 8.6612 | 0.9875 | +| 3.2415 | 218500 | 3.1146 | 0.1954 | 0.0157 | 0.0083 | 8.2254 | 0.2907 | 8.6358 | 0.9873 | +| 3.2429 | 218600 | 2.8336 | 0.1952 | 0.0157 | 0.0083 | 8.2800 | 0.2885 | 8.6606 | 0.9874 | +| 3.2444 | 218700 | 2.8473 | 0.1947 | 0.0158 | 0.0083 | 8.2471 | 0.2878 | 8.6326 | 0.9876 | +| 3.2459 | 218800 | 2.5784 | 0.1946 | 0.0158 | 0.0082 | 8.2499 | 0.2866 | 8.6375 | 0.9875 | +| 3.2474 | 218900 | 2.632 | 0.1940 | 0.0157 | 0.0081 | 8.2612 | 0.2884 | 8.6581 | 0.9875 | +| 3.2489 | 219000 | 2.8292 | 0.1947 | 0.0157 | 0.0081 | 8.2771 | 0.2881 | 8.6885 | 0.9879 | +| 3.2504 | 219100 | 2.6698 | 0.1942 | 0.0157 | 0.0079 | 8.3115 | 0.2854 | 8.6984 | 0.9877 | +| 3.2518 | 219200 | 2.9273 | 0.1941 | 0.0157 | 0.0079 | 8.2519 | 0.2851 | 8.7153 | 0.9877 | +| 3.2533 | 219300 | 2.8884 | 0.1952 | 0.0156 | 0.0080 | 8.2365 | 0.2896 | 8.7357 | 0.9871 | +| 3.2548 | 219400 | 2.9606 | 0.1945 | 0.0157 | 0.0079 | 8.2190 | 0.2886 | 8.6897 | 0.9866 | +| 3.2563 | 219500 | 3.0363 | 0.1946 | 0.0155 | 0.0079 | 8.1748 | 0.2897 | 8.6569 | 0.9871 | +| 3.2578 | 219600 | 2.6743 | 0.1960 | 0.0156 | 0.0080 | 8.2429 | 0.2906 | 8.6782 | 0.9870 | +| 3.2593 | 219700 | 2.3053 | 0.1949 | 0.0155 | 0.0081 | 8.2787 | 0.2865 | 8.6950 | 0.9873 | +| 3.2607 | 219800 | 2.9894 | 0.1945 | 0.0155 | 0.0080 | 8.2678 | 0.2831 | 8.6528 | 0.9872 | +| 3.2622 | 219900 | 3.2625 | 0.1950 | 0.0156 | 0.0081 | 8.2443 | 0.2864 | 8.6355 | 0.9866 | +| 3.2637 | 220000 | 2.5539 | 0.1950 | 0.0157 | 0.0080 | 8.2986 | 0.2840 | 8.6599 | 0.9866 | +| 3.2652 | 220100 | 3.0341 | 0.1942 | 0.0154 | 0.0080 | 8.3147 | 0.2861 | 8.6370 | 0.9870 | +| 3.2667 | 220200 | 2.4243 | 0.1947 | 0.0156 | 0.0080 | 8.3125 | 0.2835 | 8.6434 | 0.9867 | +| 3.2682 | 220300 | 2.5138 | 0.1955 | 0.0155 | 0.0081 | 8.3137 | 0.2850 | 8.6348 | 0.9868 | +| 3.2696 | 220400 | 2.7656 | 0.1960 | 0.0154 | 0.0082 | 8.3221 | 0.2860 | 8.6279 | 0.9868 | +| 3.2711 | 220500 | 2.478 | 0.1961 | 0.0153 | 0.0082 | 8.3690 | 0.2814 | 8.6523 | 0.9868 | +| 3.2726 | 220600 | 2.6826 | 0.1965 | 0.0153 | 0.0082 | 8.3854 | 0.2834 | 8.6528 | 0.9869 | +| 3.2741 | 220700 | 2.2981 | 0.1958 | 0.0153 | 0.0082 | 8.4061 | 0.2820 | 8.6691 | 0.9871 | +| 3.2756 | 220800 | 2.7601 | 0.1952 | 0.0152 | 0.0080 | 8.4061 | 0.2821 | 8.6626 | 0.9868 | +| 3.2771 | 220900 | 2.8208 | 0.1942 | 0.0152 | 0.0080 | 8.3819 | 0.2832 | 8.6427 | 0.9869 | +| 3.2785 | 221000 | 2.4114 | 0.1940 | 0.0151 | 0.0080 | 8.3816 | 0.2815 | 8.6714 | 0.9871 | +| 3.2800 | 221100 | 2.8817 | 0.1934 | 0.0152 | 0.0080 | 8.3875 | 0.2805 | 8.6605 | 0.9872 | +| 3.2815 | 221200 | 2.5049 | 0.1939 | 0.0153 | 0.0080 | 8.4367 | 0.2798 | 8.6779 | 0.9872 | +| 3.2830 | 221300 | 2.5685 | 0.1933 | 0.0153 | 0.0080 | 8.4667 | 0.2798 | 8.6777 | 0.9871 | +| 3.2845 | 221400 | 3.2258 | 0.1927 | 0.0153 | 0.0081 | 8.3768 | 0.2792 | 8.6187 | 0.9876 | +| 3.2860 | 221500 | 3.1597 | 0.1927 | 0.0152 | 0.0081 | 8.3417 | 0.2822 | 8.6327 | 0.9873 | +| 3.2874 | 221600 | 2.3392 | 0.1939 | 0.0153 | 0.0081 | 8.3720 | 0.2812 | 8.6727 | 0.9873 | +| 3.2889 | 221700 | 2.634 | 0.1935 | 0.0153 | 0.0081 | 8.4027 | 0.2816 | 8.7133 | 0.9876 | +| 3.2904 | 221800 | 2.6271 | 0.1928 | 0.0154 | 0.0081 | 8.3750 | 0.2818 | 8.7159 | 0.9872 | +| 3.2919 | 221900 | 2.3483 | 0.1925 | 0.0154 | 0.0081 | 8.4060 | 0.2834 | 8.6931 | 0.9872 | +| 3.2934 | 222000 | 2.7501 | 0.1918 | 0.0154 | 0.0082 | 8.4091 | 0.2824 | 8.6942 | 0.9874 | +| 3.2949 | 222100 | 3.139 | 0.1917 | 0.0156 | 0.0082 | 8.3994 | 0.2835 | 8.6684 | 0.9871 | +| 3.2963 | 222200 | 2.7882 | 0.1917 | 0.0155 | 0.0082 | 8.3792 | 0.2837 | 8.6701 | 0.9872 | +| 3.2978 | 222300 | 2.5563 | 0.1929 | 0.0155 | 0.0082 | 8.3784 | 0.2809 | 8.7171 | 0.9874 | +| 3.2993 | 222400 | 2.8115 | 0.1933 | 0.0156 | 0.0082 | 8.4076 | 0.2809 | 8.7066 | 0.9874 | +| 3.3008 | 222500 | 2.8118 | 0.1938 | 0.0155 | 0.0082 | 8.4241 | 0.2804 | 8.7248 | 0.9873 | +| 3.3023 | 222600 | 2.5898 | 0.1932 | 0.0155 | 0.0081 | 8.3775 | 0.2803 | 8.6659 | 0.9875 | +| 3.3038 | 222700 | 2.5028 | 0.1932 | 0.0154 | 0.0081 | 8.4047 | 0.2781 | 8.6862 | 0.9876 | +| 3.3052 | 222800 | 2.7533 | 0.1928 | 0.0155 | 0.0082 | 8.3332 | 0.2863 | 8.6314 | 0.9873 | +| 3.3067 | 222900 | 2.6617 | 0.1930 | 0.0156 | 0.0083 | 8.3814 | 0.2869 | 8.6518 | 0.9873 | +| 3.3082 | 223000 | 2.9472 | 0.1932 | 0.0156 | 0.0084 | 8.3587 | 0.2893 | 8.6496 | 0.9877 | +| 3.3097 | 223100 | 2.9026 | 0.1936 | 0.0156 | 0.0084 | 8.3126 | 0.2904 | 8.6357 | 0.9877 | +| 3.3112 | 223200 | 2.8807 | 0.1942 | 0.0155 | 0.0083 | 8.3126 | 0.2933 | 8.6201 | 0.9878 | +| 3.3127 | 223300 | 2.6779 | 0.1944 | 0.0154 | 0.0082 | 8.3113 | 0.2895 | 8.6259 | 0.9875 | +| 3.3141 | 223400 | 2.2314 | 0.1944 | 0.0153 | 0.0082 | 8.3335 | 0.2841 | 8.6689 | 0.9875 | +| 3.3156 | 223500 | 2.9858 | 0.1933 | 0.0154 | 0.0082 | 8.3340 | 0.2825 | 8.6780 | 0.9880 | +| 3.3171 | 223600 | 3.1697 | 0.1938 | 0.0153 | 0.0083 | 8.2931 | 0.2846 | 8.6534 | 0.9874 | +| 3.3186 | 223700 | 2.1471 | 0.1949 | 0.0153 | 0.0083 | 8.3604 | 0.2804 | 8.6836 | 0.9876 | +| 3.3201 | 223800 | 2.4934 | 0.1956 | 0.0152 | 0.0083 | 8.4252 | 0.2788 | 8.7020 | 0.9874 | +| 3.3216 | 223900 | 2.6105 | 0.1947 | 0.0154 | 0.0084 | 8.4061 | 0.2804 | 8.6640 | 0.9875 | +| 3.3230 | 224000 | 2.6557 | 0.1944 | 0.0154 | 0.0083 | 8.3971 | 0.2836 | 8.6678 | 0.9874 | +| 3.3245 | 224100 | 2.4137 | 0.1943 | 0.0153 | 0.0082 | 8.3653 | 0.2856 | 8.6703 | 0.9873 | +| 3.3260 | 224200 | 3.1905 | 0.1941 | 0.0153 | 0.0081 | 8.2910 | 0.2892 | 8.6215 | 0.9873 | +| 3.3275 | 224300 | 2.4677 | 0.1930 | 0.0153 | 0.0081 | 8.3306 | 0.2849 | 8.6530 | 0.9877 | +| 3.3290 | 224400 | 2.7357 | 0.1935 | 0.0152 | 0.0081 | 8.3318 | 0.2844 | 8.6505 | 0.9878 | +| 3.3305 | 224500 | 2.5647 | 0.1931 | 0.0154 | 0.0082 | 8.3710 | 0.2810 | 8.6775 | 0.9878 | +| 3.3319 | 224600 | 2.5119 | 0.1935 | 0.0155 | 0.0082 | 8.4145 | 0.2805 | 8.7025 | 0.9877 | +| 3.3334 | 224700 | 2.5598 | 0.1947 | 0.0154 | 0.0081 | 8.3817 | 0.2782 | 8.6909 | 0.9878 | +| 3.3349 | 224800 | 2.4538 | 0.1934 | 0.0152 | 0.0081 | 8.4260 | 0.2790 | 8.7124 | 0.9878 | +| 3.3364 | 224900 | 3.0677 | 0.1929 | 0.0152 | 0.0081 | 8.3887 | 0.2787 | 8.6886 | 0.9878 | +| 3.3379 | 225000 | 2.5046 | 0.1924 | 0.0155 | 0.0082 | 8.4054 | 0.2795 | 8.6742 | 0.9878 | +| 3.3394 | 225100 | 2.8946 | 0.1928 | 0.0156 | 0.0081 | 8.4026 | 0.2833 | 8.6845 | 0.9878 | +| 3.3408 | 225200 | 2.9203 | 0.1933 | 0.0155 | 0.0082 | 8.4137 | 0.2831 | 8.6971 | 0.9879 | +| 3.3423 | 225300 | 2.6832 | 0.1930 | 0.0155 | 0.0082 | 8.4237 | 0.2811 | 8.6921 | 0.9879 | +| 3.3438 | 225400 | 2.9566 | 0.1935 | 0.0155 | 0.0082 | 8.4215 | 0.2824 | 8.7081 | 0.9878 | +| 3.3453 | 225500 | 2.9025 | 0.1938 | 0.0154 | 0.0083 | 8.4198 | 0.2841 | 8.7113 | 0.9873 | +| 3.3468 | 225600 | 2.8535 | 0.1938 | 0.0155 | 0.0082 | 8.3898 | 0.2845 | 8.7109 | 0.9877 | +| 3.3483 | 225700 | 2.4497 | 0.1924 | 0.0154 | 0.0082 | 8.4210 | 0.2818 | 8.7359 | 0.9876 | +| 3.3498 | 225800 | 2.2681 | 0.1930 | 0.0154 | 0.0082 | 8.4105 | 0.2805 | 8.7665 | 0.9878 | +| 3.3512 | 225900 | 2.6273 | 0.1930 | 0.0154 | 0.0081 | 8.3980 | 0.2839 | 8.7195 | 0.9879 | +| 3.3527 | 226000 | 2.7635 | 0.1929 | 0.0154 | 0.0081 | 8.3750 | 0.2877 | 8.7114 | 0.9878 | +| 3.3542 | 226100 | 2.4136 | 0.1929 | 0.0153 | 0.0081 | 8.4096 | 0.2845 | 8.7264 | 0.9879 | +| 3.3557 | 226200 | 2.0789 | 0.1927 | 0.0151 | 0.0081 | 8.4044 | 0.2779 | 8.7322 | 0.9878 | +| 3.3572 | 226300 | 2.7443 | 0.1917 | 0.0151 | 0.0080 | 8.3899 | 0.2800 | 8.7049 | 0.9879 | +| 3.3587 | 226400 | 2.6598 | 0.1914 | 0.0149 | 0.0081 | 8.3942 | 0.2792 | 8.6857 | 0.9875 | +| 3.3601 | 226500 | 2.8785 | 0.1902 | 0.0149 | 0.0083 | 8.3917 | 0.2816 | 8.6658 | 0.9874 | +| 3.3616 | 226600 | 3.2851 | 0.1911 | 0.0151 | 0.0084 | 8.3400 | 0.2854 | 8.6130 | 0.9876 | +| 3.3631 | 226700 | 2.3977 | 0.1916 | 0.0152 | 0.0084 | 8.3440 | 0.2808 | 8.6460 | 0.9873 | +| 3.3646 | 226800 | 2.5549 | 0.1914 | 0.0151 | 0.0084 | 8.3302 | 0.2786 | 8.6432 | 0.9875 | +| 3.3661 | 226900 | 3.3342 | 0.1910 | 0.0151 | 0.0085 | 8.3006 | 0.2836 | 8.6127 | 0.9872 | +| 3.3676 | 227000 | 3.0937 | 0.1910 | 0.0151 | 0.0084 | 8.2936 | 0.2864 | 8.6288 | 0.9876 | +| 3.3690 | 227100 | 2.9306 | 0.1910 | 0.0152 | 0.0084 | 8.3436 | 0.2856 | 8.6407 | 0.9876 | +| 3.3705 | 227200 | 2.6293 | 0.1916 | 0.0151 | 0.0083 | 8.3413 | 0.2812 | 8.6982 | 0.9876 | +| 3.3720 | 227300 | 2.2174 | 0.1919 | 0.0151 | 0.0082 | 8.3310 | 0.2781 | 8.7294 | 0.9876 | +| 3.3735 | 227400 | 3.0642 | 0.1914 | 0.0152 | 0.0082 | 8.3002 | 0.2797 | 8.7085 | 0.9877 | +| 3.3750 | 227500 | 2.7376 | 0.1920 | 0.0152 | 0.0083 | 8.2685 | 0.2811 | 8.6956 | 0.9880 | +| 3.3765 | 227600 | 2.7585 | 0.1921 | 0.0152 | 0.0083 | 8.2658 | 0.2821 | 8.7127 | 0.9876 | +| 3.3779 | 227700 | 2.9801 | 0.1919 | 0.0153 | 0.0082 | 8.2825 | 0.2816 | 8.7063 | 0.9876 | +| 3.3794 | 227800 | 2.6189 | 0.1917 | 0.0154 | 0.0085 | 8.2747 | 0.2826 | 8.6955 | 0.9877 | +| 3.3809 | 227900 | 2.4801 | 0.1917 | 0.0154 | 0.0084 | 8.3176 | 0.2824 | 8.7199 | 0.9876 | +| 3.3824 | 228000 | 2.8312 | 0.1920 | 0.0155 | 0.0084 | 8.3653 | 0.2852 | 8.7193 | 0.9876 | +| 3.3839 | 228100 | 2.9465 | 0.1921 | 0.0155 | 0.0083 | 8.3751 | 0.2871 | 8.7133 | 0.9879 | +| 3.3854 | 228200 | 2.4153 | 0.1923 | 0.0155 | 0.0083 | 8.3794 | 0.2831 | 8.7221 | 0.9879 | +| 3.3868 | 228300 | 2.9792 | 0.1914 | 0.0156 | 0.0083 | 8.3503 | 0.2840 | 8.7186 | 0.9878 | +| 3.3883 | 228400 | 2.1659 | 0.1921 | 0.0156 | 0.0084 | 8.4189 | 0.2818 | 8.7836 | 0.9878 | +| 3.3898 | 228500 | 2.5558 | 0.1921 | 0.0155 | 0.0083 | 8.3808 | 0.2810 | 8.7944 | 0.9878 | +| 3.3913 | 228600 | 2.3238 | 0.1913 | 0.0154 | 0.0083 | 8.3637 | 0.2802 | 8.8043 | 0.9876 | +| 3.3928 | 228700 | 2.7184 | 0.1903 | 0.0154 | 0.0083 | 8.3640 | 0.2817 | 8.7733 | 0.9875 | +| 3.3943 | 228800 | 1.9958 | 0.1908 | 0.0154 | 0.0084 | 8.3944 | 0.2796 | 8.8035 | 0.9877 | +| 3.3957 | 228900 | 3.0445 | 0.1907 | 0.0154 | 0.0084 | 8.3784 | 0.2815 | 8.7806 | 0.9874 | +| 3.3972 | 229000 | 2.9747 | 0.1906 | 0.0154 | 0.0083 | 8.3753 | 0.2861 | 8.7897 | 0.9878 | +| 3.3987 | 229100 | 3.0761 | 0.1901 | 0.0154 | 0.0083 | 8.3569 | 0.2851 | 8.7731 | 0.9884 | +| 3.4002 | 229200 | 2.9079 | 0.1906 | 0.0154 | 0.0083 | 8.3112 | 0.2872 | 8.7320 | 0.9877 | +| 3.4017 | 229300 | 2.9621 | 0.1898 | 0.0153 | 0.0084 | 8.2714 | 0.2876 | 8.6726 | 0.9878 | +| 3.4032 | 229400 | 2.9752 | 0.1907 | 0.0153 | 0.0084 | 8.2645 | 0.2882 | 8.7110 | 0.9879 | +| 3.4046 | 229500 | 2.784 | 0.1925 | 0.0152 | 0.0083 | 8.3220 | 0.2845 | 8.7859 | 0.9880 | +| 3.4061 | 229600 | 3.0687 | 0.1918 | 0.0154 | 0.0083 | 8.3174 | 0.2859 | 8.7612 | 0.9881 | +| 3.4076 | 229700 | 2.6998 | 0.1926 | 0.0153 | 0.0084 | 8.3658 | 0.2836 | 8.7933 | 0.9882 | +| 3.4091 | 229800 | 2.673 | 0.1927 | 0.0153 | 0.0084 | 8.3611 | 0.2818 | 8.8269 | 0.9882 | +| 3.4106 | 229900 | 2.406 | 0.1938 | 0.0154 | 0.0083 | 8.3963 | 0.2825 | 8.8392 | 0.9881 | +| 3.4121 | 230000 | 2.6362 | 0.1924 | 0.0153 | 0.0082 | 8.3700 | 0.2842 | 8.8320 | 0.9877 | +| 3.4135 | 230100 | 2.8011 | 0.1932 | 0.0154 | 0.0081 | 8.3588 | 0.2819 | 8.8229 | 0.9878 | +| 3.4150 | 230200 | 2.5541 | 0.1922 | 0.0154 | 0.0081 | 8.3503 | 0.2831 | 8.8038 | 0.9876 | +| 3.4165 | 230300 | 2.7476 | 0.1906 | 0.0156 | 0.0081 | 8.3401 | 0.2847 | 8.7935 | 0.9877 | +| 3.4180 | 230400 | 2.5727 | 0.1910 | 0.0155 | 0.0082 | 8.3419 | 0.2827 | 8.8360 | 0.9879 | +| 3.4195 | 230500 | 2.7637 | 0.1910 | 0.0154 | 0.0081 | 8.3415 | 0.2850 | 8.8430 | 0.9878 | +| 3.4210 | 230600 | 2.8033 | 0.1913 | 0.0153 | 0.0081 | 8.3608 | 0.2806 | 8.8683 | 0.9879 | +| 3.4224 | 230700 | 2.5107 | 0.1915 | 0.0154 | 0.0082 | 8.4058 | 0.2775 | 8.8885 | 0.9881 | +| 3.4239 | 230800 | 2.7502 | 0.1914 | 0.0154 | 0.0082 | 8.3943 | 0.2784 | 8.9035 | 0.9877 | +| 3.4254 | 230900 | 2.4532 | 0.1911 | 0.0155 | 0.0082 | 8.4445 | 0.2767 | 8.8904 | 0.9878 | +| 3.4269 | 231000 | 2.7919 | 0.1914 | 0.0155 | 0.0082 | 8.3905 | 0.2789 | 8.8620 | 0.9875 | +| 3.4284 | 231100 | 2.4722 | 0.1915 | 0.0155 | 0.0082 | 8.3946 | 0.2768 | 8.8621 | 0.9880 | +| 3.4299 | 231200 | 2.6331 | 0.1915 | 0.0154 | 0.0083 | 8.3919 | 0.2775 | 8.8505 | 0.9879 | +| 3.4313 | 231300 | 2.6035 | 0.1912 | 0.0155 | 0.0083 | 8.3910 | 0.2773 | 8.8700 | 0.9882 | +| 3.4328 | 231400 | 3.127 | 0.1914 | 0.0156 | 0.0084 | 8.4113 | 0.2771 | 8.8702 | 0.9879 | +| 3.4343 | 231500 | 2.7163 | 0.1925 | 0.0157 | 0.0085 | 8.4497 | 0.2755 | 8.8928 | 0.9881 | +| 3.4358 | 231600 | 2.7639 | 0.1920 | 0.0156 | 0.0085 | 8.4284 | 0.2762 | 8.8701 | 0.9878 | +| 3.4373 | 231700 | 1.9224 | 0.1922 | 0.0156 | 0.0085 | 8.4709 | 0.2748 | 8.8756 | 0.9880 | +| 3.4388 | 231800 | 2.414 | 0.1926 | 0.0156 | 0.0084 | 8.4925 | 0.2770 | 8.8674 | 0.9882 | +| 3.4402 | 231900 | 2.7575 | 0.1928 | 0.0157 | 0.0085 | 8.4587 | 0.2785 | 8.8489 | 0.9876 | +| 3.4417 | 232000 | 2.8682 | 0.1924 | 0.0157 | 0.0084 | 8.4493 | 0.2808 | 8.8380 | 0.9876 | +| 3.4432 | 232100 | 2.6836 | 0.1922 | 0.0157 | 0.0084 | 8.4343 | 0.2777 | 8.8278 | 0.9878 | +| 3.4447 | 232200 | 2.6694 | 0.1925 | 0.0157 | 0.0084 | 8.4786 | 0.2801 | 8.8309 | 0.9873 | +| 3.4462 | 232300 | 3.1274 | 0.1920 | 0.0158 | 0.0085 | 8.4684 | 0.2808 | 8.8477 | 0.9873 | +| 3.4477 | 232400 | 2.08 | 0.1925 | 0.0158 | 0.0084 | 8.5006 | 0.2799 | 8.8942 | 0.9873 | +| 3.4491 | 232500 | 2.6097 | 0.1929 | 0.0157 | 0.0084 | 8.5247 | 0.2804 | 8.9134 | 0.9875 | +| 3.4506 | 232600 | 2.6031 | 0.1924 | 0.0158 | 0.0085 | 8.5119 | 0.2809 | 8.9160 | 0.9876 | +| 3.4521 | 232700 | 2.8707 | 0.1929 | 0.0157 | 0.0086 | 8.5328 | 0.2805 | 8.8938 | 0.9874 | +| 3.4536 | 232800 | 2.9976 | 0.1925 | 0.0157 | 0.0085 | 8.4625 | 0.2786 | 8.8723 | 0.9872 | +| 3.4551 | 232900 | 2.4064 | 0.1931 | 0.0156 | 0.0085 | 8.4941 | 0.2793 | 8.8947 | 0.9873 | +| 3.4566 | 233000 | 3.2152 | 0.1929 | 0.0155 | 0.0084 | 8.4800 | 0.2816 | 8.8772 | 0.9874 | +| 3.4580 | 233100 | 2.3946 | 0.1921 | 0.0155 | 0.0084 | 8.4614 | 0.2787 | 8.8630 | 0.9874 | +| 3.4595 | 233200 | 2.943 | 0.1915 | 0.0155 | 0.0085 | 8.4671 | 0.2794 | 8.8457 | 0.9873 | +| 3.4610 | 233300 | 2.3363 | 0.1928 | 0.0155 | 0.0086 | 8.5083 | 0.2800 | 8.8556 | 0.9871 | +| 3.4625 | 233400 | 2.3103 | 0.1924 | 0.0157 | 0.0086 | 8.5331 | 0.2795 | 8.8734 | 0.9875 | +| 3.4640 | 233500 | 2.7124 | 0.1923 | 0.0156 | 0.0086 | 8.4905 | 0.2801 | 8.8490 | 0.9869 | +| 3.4655 | 233600 | 2.8925 | 0.1928 | 0.0156 | 0.0086 | 8.4671 | 0.2791 | 8.8348 | 0.9870 | +| 3.4669 | 233700 | 2.4037 | 0.1934 | 0.0156 | 0.0086 | 8.4949 | 0.2797 | 8.8455 | 0.9869 | +| 3.4684 | 233800 | 2.4298 | 0.1936 | 0.0157 | 0.0087 | 8.5040 | 0.2796 | 8.8540 | 0.9870 | +| 3.4699 | 233900 | 2.8213 | 0.1939 | 0.0156 | 0.0086 | 8.4724 | 0.2789 | 8.8338 | 0.9874 | +| 3.4714 | 234000 | 2.955 | 0.1937 | 0.0157 | 0.0086 | 8.4444 | 0.2799 | 8.7959 | 0.9872 | +| 3.4729 | 234100 | 2.7779 | 0.1930 | 0.0157 | 0.0086 | 8.4248 | 0.2809 | 8.7932 | 0.9871 | +| 3.4744 | 234200 | 3.0928 | 0.1929 | 0.0157 | 0.0086 | 8.4275 | 0.2829 | 8.7768 | 0.9871 | +| 3.4758 | 234300 | 2.1112 | 0.1931 | 0.0157 | 0.0087 | 8.4768 | 0.2797 | 8.8105 | 0.9872 | +| 3.4773 | 234400 | 2.5492 | 0.1928 | 0.0156 | 0.0087 | 8.4832 | 0.2813 | 8.7947 | 0.9871 | +| 3.4788 | 234500 | 2.7993 | 0.1933 | 0.0158 | 0.0088 | 8.4550 | 0.2843 | 8.8078 | 0.9870 | +| 3.4803 | 234600 | 2.5379 | 0.1929 | 0.0158 | 0.0087 | 8.4329 | 0.2817 | 8.7998 | 0.9871 | +| 3.4818 | 234700 | 2.8794 | 0.1919 | 0.0158 | 0.0086 | 8.4041 | 0.2796 | 8.7909 | 0.9871 | +| 3.4833 | 234800 | 2.6603 | 0.1915 | 0.0158 | 0.0085 | 8.4095 | 0.2799 | 8.7757 | 0.9873 | +| 3.4847 | 234900 | 2.5276 | 0.1913 | 0.0157 | 0.0085 | 8.3934 | 0.2814 | 8.7802 | 0.9872 | +| 3.4862 | 235000 | 2.7303 | 0.1916 | 0.0158 | 0.0085 | 8.3735 | 0.2795 | 8.7527 | 0.9871 | +| 3.4877 | 235100 | 2.1319 | 0.1916 | 0.0158 | 0.0085 | 8.4046 | 0.2784 | 8.8198 | 0.9873 | +| 3.4892 | 235200 | 2.2974 | 0.1922 | 0.0157 | 0.0085 | 8.4342 | 0.2769 | 8.8622 | 0.9870 | +| 3.4907 | 235300 | 2.8248 | 0.1918 | 0.0158 | 0.0085 | 8.4440 | 0.2772 | 8.8672 | 0.9872 | +| 3.4922 | 235400 | 2.6995 | 0.1918 | 0.0157 | 0.0085 | 8.4507 | 0.2780 | 8.8507 | 0.9872 | +| 3.4937 | 235500 | 2.7435 | 0.1913 | 0.0156 | 0.0085 | 8.4168 | 0.2771 | 8.8492 | 0.9877 | +| 3.4951 | 235600 | 2.9861 | 0.1913 | 0.0157 | 0.0086 | 8.4201 | 0.2783 | 8.8178 | 0.9874 | +| 3.4966 | 235700 | 2.6994 | 0.1921 | 0.0157 | 0.0085 | 8.4618 | 0.2813 | 8.8355 | 0.9872 | +| 3.4981 | 235800 | 2.4573 | 0.1924 | 0.0157 | 0.0084 | 8.4626 | 0.2807 | 8.8409 | 0.9871 | +| 3.4996 | 235900 | 1.7583 | 0.1930 | 0.0159 | 0.0085 | 8.5706 | 0.2767 | 8.9052 | 0.9872 | +| 3.5011 | 236000 | 2.5223 | 0.1929 | 0.0160 | 0.0085 | 8.5516 | 0.2779 | 8.9101 | 0.9872 | +| 3.5026 | 236100 | 2.3678 | 0.1924 | 0.0161 | 0.0084 | 8.5595 | 0.2765 | 8.9129 | 0.9871 | +| 3.5040 | 236200 | 2.8729 | 0.1913 | 0.0161 | 0.0084 | 8.5207 | 0.2782 | 8.8791 | 0.9875 | +| 3.5055 | 236300 | 2.2744 | 0.1910 | 0.0161 | 0.0084 | 8.4920 | 0.2750 | 8.8540 | 0.9871 | +| 3.5070 | 236400 | 2.2165 | 0.1915 | 0.0161 | 0.0084 | 8.4843 | 0.2760 | 8.8551 | 0.9871 | +| 3.5085 | 236500 | 2.666 | 0.1915 | 0.0161 | 0.0084 | 8.4867 | 0.2749 | 8.8975 | 0.9872 | +| 3.5100 | 236600 | 2.4915 | 0.1920 | 0.0161 | 0.0085 | 8.5451 | 0.2780 | 8.9256 | 0.9876 | +| 3.5115 | 236700 | 2.3511 | 0.1914 | 0.0160 | 0.0084 | 8.5252 | 0.2748 | 8.9197 | 0.9874 | +| 3.5129 | 236800 | 3.012 | 0.1919 | 0.0159 | 0.0083 | 8.4981 | 0.2783 | 8.8878 | 0.9875 | +| 3.5144 | 236900 | 2.5845 | 0.1928 | 0.0159 | 0.0083 | 8.5094 | 0.2805 | 8.8941 | 0.9878 | +| 3.5159 | 237000 | 2.7294 | 0.1918 | 0.0157 | 0.0081 | 8.4652 | 0.2772 | 8.8693 | 0.9877 | +| 3.5174 | 237100 | 3.2796 | 0.1918 | 0.0157 | 0.0080 | 8.4162 | 0.2782 | 8.8281 | 0.9878 | +| 3.5189 | 237200 | 2.9873 | 0.1916 | 0.0156 | 0.0080 | 8.4335 | 0.2787 | 8.8213 | 0.9880 | +| 3.5204 | 237300 | 2.7727 | 0.1906 | 0.0156 | 0.0080 | 8.3945 | 0.2808 | 8.7843 | 0.9876 | +| 3.5218 | 237400 | 2.9187 | 0.1909 | 0.0155 | 0.0081 | 8.3598 | 0.2800 | 8.7748 | 0.9879 | +| 3.5233 | 237500 | 2.2696 | 0.1911 | 0.0153 | 0.0080 | 8.4021 | 0.2752 | 8.8147 | 0.9880 | +| 3.5248 | 237600 | 2.9576 | 0.1913 | 0.0154 | 0.0079 | 8.4021 | 0.2752 | 8.8062 | 0.9881 | +| 3.5263 | 237700 | 2.3328 | 0.1908 | 0.0154 | 0.0080 | 8.4393 | 0.2758 | 8.8199 | 0.9884 | +| 3.5278 | 237800 | 2.6017 | 0.1910 | 0.0153 | 0.0080 | 8.4247 | 0.2754 | 8.8372 | 0.9878 | +| 3.5293 | 237900 | 2.195 | 0.1910 | 0.0153 | 0.0080 | 8.4219 | 0.2742 | 8.8390 | 0.9878 | +| 3.5307 | 238000 | 2.6084 | 0.1913 | 0.0153 | 0.0080 | 8.4300 | 0.2728 | 8.8300 | 0.9875 | +| 3.5322 | 238100 | 2.9828 | 0.1913 | 0.0153 | 0.0080 | 8.3964 | 0.2759 | 8.8014 | 0.9873 | +| 3.5337 | 238200 | 2.7829 | 0.1913 | 0.0154 | 0.0080 | 8.3925 | 0.2765 | 8.7814 | 0.9874 | +| 3.5352 | 238300 | 2.6614 | 0.1907 | 0.0153 | 0.0081 | 8.3867 | 0.2781 | 8.7972 | 0.9875 | +| 3.5367 | 238400 | 2.7316 | 0.1908 | 0.0152 | 0.0081 | 8.3848 | 0.2782 | 8.7723 | 0.9877 | +| 3.5382 | 238500 | 2.1166 | 0.1905 | 0.0153 | 0.0081 | 8.3680 | 0.2752 | 8.7798 | 0.9876 | +| 3.5396 | 238600 | 3.0409 | 0.1907 | 0.0152 | 0.0081 | 8.3875 | 0.2742 | 8.7928 | 0.9879 | +| 3.5411 | 238700 | 2.5858 | 0.1897 | 0.0153 | 0.0082 | 8.3622 | 0.2733 | 8.8028 | 0.9880 | +| 3.5426 | 238800 | 2.3257 | 0.1898 | 0.0152 | 0.0082 | 8.3875 | 0.2729 | 8.8015 | 0.9881 | +| 3.5441 | 238900 | 3.0361 | 0.1894 | 0.0152 | 0.0082 | 8.3635 | 0.2735 | 8.8119 | 0.9878 | +| 3.5456 | 239000 | 2.0362 | 0.1897 | 0.0152 | 0.0082 | 8.4139 | 0.2738 | 8.8427 | 0.9882 | +| 3.5471 | 239100 | 2.6791 | 0.1895 | 0.0152 | 0.0082 | 8.4124 | 0.2748 | 8.8152 | 0.9885 | +| 3.5485 | 239200 | 2.3963 | 0.1897 | 0.0152 | 0.0082 | 8.3868 | 0.2739 | 8.8069 | 0.9885 | +| 3.5500 | 239300 | 2.7886 | 0.1900 | 0.0151 | 0.0081 | 8.3992 | 0.2750 | 8.7873 | 0.9879 | +| 3.5515 | 239400 | 2.8816 | 0.1899 | 0.0151 | 0.0082 | 8.3671 | 0.2749 | 8.7588 | 0.9881 | +| 3.5530 | 239500 | 2.3321 | 0.1900 | 0.0152 | 0.0083 | 8.3818 | 0.2750 | 8.7710 | 0.9882 | +| 3.5545 | 239600 | 3.0853 | 0.1896 | 0.0152 | 0.0084 | 8.3260 | 0.2747 | 8.7549 | 0.9881 | +| 3.5560 | 239700 | 2.8747 | 0.1901 | 0.0151 | 0.0084 | 8.3273 | 0.2769 | 8.7483 | 0.9880 | +| 3.5574 | 239800 | 3.1359 | 0.1903 | 0.0151 | 0.0084 | 8.3272 | 0.2787 | 8.7083 | 0.9880 | +| 3.5589 | 239900 | 2.5625 | 0.1898 | 0.0152 | 0.0084 | 8.3655 | 0.2801 | 8.7207 | 0.9881 | +| 3.5604 | 240000 | 2.3897 | 0.1897 | 0.0152 | 0.0084 | 8.3505 | 0.2795 | 8.7180 | 0.9881 | +| 3.5619 | 240100 | 2.3739 | 0.1895 | 0.0152 | 0.0085 | 8.3363 | 0.2769 | 8.7351 | 0.9880 | +| 3.5634 | 240200 | 2.5876 | 0.1891 | 0.0152 | 0.0083 | 8.3627 | 0.2756 | 8.7366 | 0.9882 | +| 3.5649 | 240300 | 1.9477 | 0.1895 | 0.0150 | 0.0083 | 8.3499 | 0.2756 | 8.7723 | 0.9882 | +| 3.5663 | 240400 | 2.8026 | 0.1899 | 0.0150 | 0.0084 | 8.3687 | 0.2762 | 8.7743 | 0.9885 | +| 3.5678 | 240500 | 3.0454 | 0.1900 | 0.0149 | 0.0083 | 8.3475 | 0.2763 | 8.7636 | 0.9884 | +| 3.5693 | 240600 | 2.3807 | 0.1901 | 0.0149 | 0.0083 | 8.3599 | 0.2746 | 8.7533 | 0.9886 | +| 3.5708 | 240700 | 3.0989 | 0.1898 | 0.0150 | 0.0082 | 8.3273 | 0.2757 | 8.7176 | 0.9882 | +| 3.5723 | 240800 | 2.8534 | 0.1897 | 0.0151 | 0.0082 | 8.2897 | 0.2775 | 8.6679 | 0.9882 | +| 3.5738 | 240900 | 3.0688 | 0.1901 | 0.0150 | 0.0082 | 8.3045 | 0.2803 | 8.6583 | 0.9882 | +| 3.5752 | 241000 | 2.6019 | 0.1901 | 0.0151 | 0.0083 | 8.3472 | 0.2768 | 8.6795 | 0.9881 | +| 3.5767 | 241100 | 2.7055 | 0.1907 | 0.0150 | 0.0082 | 8.3552 | 0.2768 | 8.6841 | 0.9882 | +| 3.5782 | 241200 | 3.0075 | 0.1905 | 0.0150 | 0.0081 | 8.3645 | 0.2784 | 8.6661 | 0.9886 | +| 3.5797 | 241300 | 2.3761 | 0.1914 | 0.0150 | 0.0081 | 8.3653 | 0.2792 | 8.6763 | 0.9880 | +| 3.5812 | 241400 | 2.5197 | 0.1917 | 0.0149 | 0.0080 | 8.4067 | 0.2807 | 8.6801 | 0.9880 | +| 3.5827 | 241500 | 3.1068 | 0.1907 | 0.0151 | 0.0081 | 8.4003 | 0.2835 | 8.6573 | 0.9880 | +| 3.5841 | 241600 | 2.1362 | 0.1906 | 0.0151 | 0.0082 | 8.4473 | 0.2793 | 8.6707 | 0.9878 | +| 3.5856 | 241700 | 2.5063 | 0.1902 | 0.0150 | 0.0083 | 8.4581 | 0.2735 | 8.7062 | 0.9885 | +| 3.5871 | 241800 | 2.6574 | 0.1901 | 0.0149 | 0.0083 | 8.4636 | 0.2698 | 8.7058 | 0.9885 | +| 3.5886 | 241900 | 2.5278 | 0.1897 | 0.0150 | 0.0085 | 8.4435 | 0.2669 | 8.6900 | 0.9888 | +| 3.5901 | 242000 | 2.8246 | 0.1903 | 0.0150 | 0.0087 | 8.4674 | 0.2668 | 8.6842 | 0.9892 | +| 3.5916 | 242100 | 3.0833 | 0.1907 | 0.0149 | 0.0088 | 8.4277 | 0.2654 | 8.6296 | 0.9887 | +| 3.5930 | 242200 | 3.3061 | 0.1912 | 0.0148 | 0.0089 | 8.3936 | 0.2656 | 8.5426 | 0.9886 | +| 3.5945 | 242300 | 2.4827 | 0.1920 | 0.0147 | 0.0089 | 8.4011 | 0.2662 | 8.5178 | 0.9885 | +| 3.5960 | 242400 | 2.7518 | 0.1934 | 0.0148 | 0.0090 | 8.3917 | 0.2675 | 8.4482 | 0.9890 | +| 3.5975 | 242500 | 2.8465 | 0.1949 | 0.0149 | 0.0091 | 8.3895 | 0.2683 | 8.4377 | 0.9889 | +| 3.5990 | 242600 | 3.4544 | 0.1956 | 0.0149 | 0.0092 | 8.3453 | 0.2682 | 8.3936 | 0.9886 | +| 3.6005 | 242700 | 2.7723 | 0.1951 | 0.0149 | 0.0091 | 8.3211 | 0.2687 | 8.3729 | 0.9879 | +| 3.6019 | 242800 | 3.006 | 0.1957 | 0.0150 | 0.0092 | 8.3149 | 0.2703 | 8.3453 | 0.9882 | +| 3.6034 | 242900 | 2.7439 | 0.1957 | 0.0150 | 0.0091 | 8.2998 | 0.2694 | 8.3483 | 0.9881 | +| 3.6049 | 243000 | 2.564 | 0.1947 | 0.0149 | 0.0091 | 8.3006 | 0.2675 | 8.3570 | 0.9882 | +| 3.6064 | 243100 | 2.7043 | 0.1940 | 0.0149 | 0.0091 | 8.3277 | 0.2669 | 8.3691 | 0.9888 | +| 3.6079 | 243200 | 2.735 | 0.1941 | 0.0150 | 0.0090 | 8.3470 | 0.2675 | 8.3697 | 0.9886 | +| 3.6094 | 243300 | 2.9049 | 0.1950 | 0.0150 | 0.0090 | 8.3352 | 0.2695 | 8.3375 | 0.9877 | +| 3.6108 | 243400 | 2.7417 | 0.1955 | 0.0150 | 0.0090 | 8.3544 | 0.2706 | 8.3732 | 0.9878 | +| 3.6123 | 243500 | 2.4415 | 0.1939 | 0.0150 | 0.0089 | 8.3723 | 0.2693 | 8.4296 | 0.9881 | +| 3.6138 | 243600 | 2.8998 | 0.1934 | 0.0151 | 0.0089 | 8.3848 | 0.2685 | 8.4143 | 0.9885 | +| 3.6153 | 243700 | 2.3381 | 0.1925 | 0.0151 | 0.0089 | 8.3922 | 0.2668 | 8.4548 | 0.9881 | +| 3.6168 | 243800 | 2.4484 | 0.1921 | 0.0150 | 0.0090 | 8.4242 | 0.2663 | 8.4810 | 0.9881 | +| 3.6183 | 243900 | 2.7966 | 0.1923 | 0.0151 | 0.0091 | 8.3900 | 0.2659 | 8.5014 | 0.9882 | +| 3.6197 | 244000 | 2.6375 | 0.1918 | 0.0152 | 0.0091 | 8.3740 | 0.2672 | 8.4830 | 0.9878 | +| 3.6212 | 244100 | 3.1775 | 0.1924 | 0.0150 | 0.0091 | 8.3623 | 0.2667 | 8.4462 | 0.9877 | +| 3.6227 | 244200 | 2.8117 | 0.1940 | 0.0151 | 0.0091 | 8.3573 | 0.2679 | 8.4314 | 0.9874 | +| 3.6242 | 244300 | 3.2155 | 0.1950 | 0.0151 | 0.0092 | 8.3432 | 0.2678 | 8.3960 | 0.9876 | +| 3.6257 | 244400 | 2.4407 | 0.1947 | 0.0150 | 0.0092 | 8.3467 | 0.2672 | 8.4373 | 0.9873 | +| 3.6272 | 244500 | 3.1402 | 0.1955 | 0.0152 | 0.0092 | 8.3464 | 0.2697 | 8.4376 | 0.9875 | +| 3.6286 | 244600 | 2.8095 | 0.1968 | 0.0153 | 0.0093 | 8.3110 | 0.2704 | 8.3684 | 0.9873 | +| 3.6301 | 244700 | 2.761 | 0.1968 | 0.0153 | 0.0093 | 8.3376 | 0.2695 | 8.4087 | 0.9879 | +| 3.6316 | 244800 | 3.0723 | 0.1968 | 0.0153 | 0.0092 | 8.3378 | 0.2694 | 8.4054 | 0.9882 | +| 3.6331 | 244900 | 2.5464 | 0.1961 | 0.0152 | 0.0091 | 8.3558 | 0.2698 | 8.4332 | 0.9884 | +| 3.6346 | 245000 | 2.5129 | 0.1951 | 0.0151 | 0.0090 | 8.3540 | 0.2689 | 8.4703 | 0.9886 | +| 3.6361 | 245100 | 2.5108 | 0.1948 | 0.0151 | 0.0088 | 8.3669 | 0.2686 | 8.4442 | 0.9879 | +| 3.6376 | 245200 | 2.8901 | 0.1944 | 0.0152 | 0.0087 | 8.3783 | 0.2686 | 8.4853 | 0.9884 | +| 3.6390 | 245300 | 2.631 | 0.1949 | 0.0151 | 0.0087 | 8.3828 | 0.2679 | 8.5037 | 0.9880 | +| 3.6405 | 245400 | 2.3971 | 0.1954 | 0.0151 | 0.0087 | 8.3713 | 0.2681 | 8.4810 | 0.9880 | +| 3.6420 | 245500 | 2.9412 | 0.1966 | 0.0153 | 0.0090 | 8.3687 | 0.2679 | 8.4329 | 0.9877 | +| 3.6435 | 245600 | 2.5547 | 0.1960 | 0.0154 | 0.0089 | 8.3432 | 0.2663 | 8.3975 | 0.9881 | +| 3.6450 | 245700 | 2.8098 | 0.1965 | 0.0154 | 0.0089 | 8.3638 | 0.2667 | 8.3659 | 0.9875 | +| 3.6465 | 245800 | 2.4754 | 0.1969 | 0.0153 | 0.0089 | 8.3869 | 0.2668 | 8.3782 | 0.9881 | +| 3.6479 | 245900 | 2.6932 | 0.1961 | 0.0154 | 0.0089 | 8.4046 | 0.2671 | 8.4080 | 0.9882 | +| 3.6494 | 246000 | 2.5879 | 0.1952 | 0.0154 | 0.0089 | 8.3968 | 0.2662 | 8.4575 | 0.9880 | +| 3.6509 | 246100 | 2.613 | 0.1951 | 0.0153 | 0.0089 | 8.3912 | 0.2674 | 8.4362 | 0.9880 | +| 3.6524 | 246200 | 2.6781 | 0.1948 | 0.0153 | 0.0088 | 8.4225 | 0.2686 | 8.4411 | 0.9879 | +| 3.6539 | 246300 | 2.6403 | 0.1944 | 0.0154 | 0.0086 | 8.4620 | 0.2697 | 8.4519 | 0.9882 | +| 3.6554 | 246400 | 2.8972 | 0.1938 | 0.0153 | 0.0087 | 8.4442 | 0.2692 | 8.4660 | 0.9881 | +| 3.6568 | 246500 | 2.2635 | 0.1934 | 0.0153 | 0.0088 | 8.4347 | 0.2686 | 8.4995 | 0.9886 | +| 3.6583 | 246600 | 2.6735 | 0.1928 | 0.0154 | 0.0088 | 8.4447 | 0.2684 | 8.5186 | 0.9879 | +| 3.6598 | 246700 | 2.3217 | 0.1916 | 0.0155 | 0.0087 | 8.4839 | 0.2675 | 8.5582 | 0.9885 | +| 3.6613 | 246800 | 2.713 | 0.1919 | 0.0156 | 0.0088 | 8.4723 | 0.2668 | 8.5217 | 0.9886 | +| 3.6628 | 246900 | 2.6043 | 0.1914 | 0.0154 | 0.0087 | 8.4473 | 0.2648 | 8.5269 | 0.9882 | +| 3.6643 | 247000 | 2.2769 | 0.1912 | 0.0154 | 0.0088 | 8.4835 | 0.2670 | 8.5845 | 0.9882 | +| 3.6657 | 247100 | 3.1123 | 0.1920 | 0.0154 | 0.0090 | 8.4962 | 0.2690 | 8.5857 | 0.9884 | +| 3.6672 | 247200 | 2.5196 | 0.1922 | 0.0155 | 0.0088 | 8.5132 | 0.2681 | 8.5885 | 0.9885 | +| 3.6687 | 247300 | 2.83 | 0.1923 | 0.0154 | 0.0089 | 8.5056 | 0.2686 | 8.5841 | 0.9885 | +| 3.6702 | 247400 | 2.6011 | 0.1935 | 0.0153 | 0.0090 | 8.4615 | 0.2704 | 8.5370 | 0.9879 | +| 3.6717 | 247500 | 2.7348 | 0.1943 | 0.0154 | 0.0089 | 8.4451 | 0.2715 | 8.5257 | 0.9881 | +| 3.6732 | 247600 | 2.5778 | 0.1943 | 0.0154 | 0.0090 | 8.4368 | 0.2706 | 8.5707 | 0.9879 | +| 3.6746 | 247700 | 2.6822 | 0.1936 | 0.0155 | 0.0090 | 8.4325 | 0.2714 | 8.5962 | 0.9880 | +| 3.6761 | 247800 | 2.921 | 0.1940 | 0.0154 | 0.0089 | 8.4335 | 0.2737 | 8.5775 | 0.9887 | +| 3.6776 | 247900 | 3.1117 | 0.1945 | 0.0154 | 0.0089 | 8.3993 | 0.2734 | 8.5514 | 0.9880 | +| 3.6791 | 248000 | 2.4447 | 0.1933 | 0.0155 | 0.0088 | 8.4013 | 0.2725 | 8.5889 | 0.9881 | +| 3.6806 | 248100 | 2.8851 | 0.1938 | 0.0156 | 0.0088 | 8.3928 | 0.2716 | 8.5809 | 0.9881 | +| 3.6821 | 248200 | 2.3938 | 0.1931 | 0.0156 | 0.0089 | 8.4008 | 0.2704 | 8.5774 | 0.9879 | +| 3.6835 | 248300 | 2.4355 | 0.1928 | 0.0157 | 0.0089 | 8.4342 | 0.2707 | 8.6301 | 0.9881 | +| 3.6850 | 248400 | 2.4977 | 0.1920 | 0.0156 | 0.0089 | 8.4512 | 0.2697 | 8.6287 | 0.9879 | +| 3.6865 | 248500 | 2.5212 | 0.1920 | 0.0155 | 0.0090 | 8.4801 | 0.2696 | 8.6650 | 0.9877 | +| 3.6880 | 248600 | 2.3349 | 0.1916 | 0.0155 | 0.0090 | 8.5284 | 0.2700 | 8.7047 | 0.9880 | +| 3.6895 | 248700 | 2.8603 | 0.1915 | 0.0157 | 0.0091 | 8.5083 | 0.2700 | 8.6877 | 0.9882 | +| 3.6910 | 248800 | 2.7474 | 0.1928 | 0.0157 | 0.0092 | 8.4888 | 0.2703 | 8.7230 | 0.9876 | +| 3.6924 | 248900 | 2.7475 | 0.1933 | 0.0156 | 0.0092 | 8.4768 | 0.2713 | 8.7140 | 0.9877 | +| 3.6939 | 249000 | 2.5945 | 0.1936 | 0.0153 | 0.0091 | 8.4710 | 0.2711 | 8.6948 | 0.9875 | +| 3.6954 | 249100 | 2.8382 | 0.1944 | 0.0153 | 0.0091 | 8.4528 | 0.2715 | 8.6516 | 0.9876 | +| 3.6969 | 249200 | 2.5994 | 0.1951 | 0.0154 | 0.0091 | 8.4538 | 0.2715 | 8.6230 | 0.9877 | +| 3.6984 | 249300 | 2.8939 | 0.1956 | 0.0152 | 0.0094 | 8.4555 | 0.2726 | 8.5882 | 0.9875 | +| 3.6999 | 249400 | 2.4563 | 0.1960 | 0.0153 | 0.0093 | 8.4795 | 0.2733 | 8.6119 | 0.9874 | +| 3.7013 | 249500 | 2.5162 | 0.1936 | 0.0151 | 0.0092 | 8.5046 | 0.2700 | 8.6889 | 0.9877 | +| 3.7028 | 249600 | 2.5945 | 0.1941 | 0.0152 | 0.0092 | 8.5245 | 0.2688 | 8.7742 | 0.9876 | +| 3.7043 | 249700 | 2.8789 | 0.1941 | 0.0153 | 0.0092 | 8.5200 | 0.2693 | 8.7312 | 0.9878 | +| 3.7058 | 249800 | 3.3864 | 0.1953 | 0.0153 | 0.0092 | 8.5071 | 0.2698 | 8.7185 | 0.9877 | +| 3.7073 | 249900 | 2.6156 | 0.1948 | 0.0151 | 0.0091 | 8.4574 | 0.2698 | 8.6651 | 0.9878 | +| 3.7088 | 250000 | 2.3829 | 0.1932 | 0.0152 | 0.0092 | 8.4611 | 0.2677 | 8.7113 | 0.9878 | +| 3.7102 | 250100 | 2.6502 | 0.1932 | 0.0151 | 0.0091 | 8.4517 | 0.2680 | 8.7122 | 0.9877 | +| 3.7117 | 250200 | 2.3802 | 0.1935 | 0.0151 | 0.0090 | 8.4700 | 0.2678 | 8.6906 | 0.9877 | +| 3.7132 | 250300 | 2.4 | 0.1931 | 0.0151 | 0.0091 | 8.4754 | 0.2674 | 8.6924 | 0.9877 | +| 3.7147 | 250400 | 2.6456 | 0.1937 | 0.0151 | 0.0092 | 8.4491 | 0.2673 | 8.6898 | 0.9875 | +| 3.7162 | 250500 | 2.6432 | 0.1931 | 0.0154 | 0.0092 | 8.4817 | 0.2682 | 8.6886 | 0.9874 | +| 3.7177 | 250600 | 2.8811 | 0.1934 | 0.0155 | 0.0093 | 8.4835 | 0.2675 | 8.6827 | 0.9873 | +| 3.7191 | 250700 | 2.0727 | 0.1920 | 0.0154 | 0.0090 | 8.4894 | 0.2671 | 8.7029 | 0.9873 | +| 3.7206 | 250800 | 2.6788 | 0.1933 | 0.0153 | 0.0092 | 8.4575 | 0.2678 | 8.6680 | 0.9870 | +| 3.7221 | 250900 | 2.7929 | 0.1939 | 0.0153 | 0.0091 | 8.4250 | 0.2676 | 8.6282 | 0.9870 | +| 3.7236 | 251000 | 2.5642 | 0.1927 | 0.0154 | 0.0091 | 8.4060 | 0.2672 | 8.6202 | 0.9872 | +| 3.7251 | 251100 | 2.1315 | 0.1920 | 0.0154 | 0.0091 | 8.4371 | 0.2672 | 8.6565 | 0.9871 | +| 3.7266 | 251200 | 2.4629 | 0.1924 | 0.0157 | 0.0091 | 8.4786 | 0.2673 | 8.6880 | 0.9872 | +| 3.7280 | 251300 | 2.4136 | 0.1920 | 0.0157 | 0.0091 | 8.4649 | 0.2682 | 8.6710 | 0.9876 | +| 3.7295 | 251400 | 2.5937 | 0.1921 | 0.0156 | 0.0091 | 8.4728 | 0.2690 | 8.6413 | 0.9879 | +| 3.7310 | 251500 | 2.814 | 0.1921 | 0.0157 | 0.0091 | 8.4592 | 0.2682 | 8.6523 | 0.9878 | +| 3.7325 | 251600 | 2.7427 | 0.1930 | 0.0156 | 0.0091 | 8.4141 | 0.2682 | 8.5970 | 0.9878 | +| 3.7340 | 251700 | 1.8592 | 0.1926 | 0.0154 | 0.0093 | 8.4403 | 0.2671 | 8.6049 | 0.9879 | +| 3.7355 | 251800 | 2.784 | 0.1937 | 0.0154 | 0.0093 | 8.4224 | 0.2674 | 8.5761 | 0.9878 | +| 3.7369 | 251900 | 2.0588 | 0.1933 | 0.0153 | 0.0092 | 8.4222 | 0.2683 | 8.5873 | 0.9873 | +| 3.7384 | 252000 | 2.6901 | 0.1940 | 0.0153 | 0.0091 | 8.4557 | 0.2676 | 8.6056 | 0.9874 | +| 3.7399 | 252100 | 2.3964 | 0.1932 | 0.0152 | 0.0091 | 8.4632 | 0.2671 | 8.6301 | 0.9875 | +| 3.7414 | 252200 | 2.3951 | 0.1918 | 0.0151 | 0.0090 | 8.4673 | 0.2669 | 8.6488 | 0.9874 | +| 3.7429 | 252300 | 3.1648 | 0.1927 | 0.0152 | 0.0090 | 8.4671 | 0.2676 | 8.6293 | 0.9879 | +| 3.7444 | 252400 | 3.0738 | 0.1942 | 0.0152 | 0.0091 | 8.4642 | 0.2687 | 8.5727 | 0.9880 | +| 3.7458 | 252500 | 2.8859 | 0.1946 | 0.0152 | 0.0091 | 8.4351 | 0.2703 | 8.5323 | 0.9879 | +| 3.7473 | 252600 | 2.3021 | 0.1941 | 0.0152 | 0.0091 | 8.4670 | 0.2705 | 8.5767 | 0.9881 | +| 3.7488 | 252700 | 2.2572 | 0.1942 | 0.0151 | 0.0091 | 8.4682 | 0.2706 | 8.5686 | 0.9876 | +| 3.7503 | 252800 | 2.7996 | 0.1946 | 0.0152 | 0.0090 | 8.4607 | 0.2710 | 8.5836 | 0.9878 | +| 3.7518 | 252900 | 2.7442 | 0.1951 | 0.0152 | 0.0090 | 8.4764 | 0.2700 | 8.5766 | 0.9875 | +| 3.7533 | 253000 | 2.3849 | 0.1942 | 0.0152 | 0.0091 | 8.5382 | 0.2717 | 8.6293 | 0.9879 | +| 3.7547 | 253100 | 2.6109 | 0.1930 | 0.0152 | 0.0091 | 8.5814 | 0.2695 | 8.6907 | 0.9877 | +| 3.7562 | 253200 | 3.0135 | 0.1923 | 0.0151 | 0.0092 | 8.6078 | 0.2683 | 8.7230 | 0.9879 | +| 3.7577 | 253300 | 2.7254 | 0.1920 | 0.0152 | 0.0092 | 8.6289 | 0.2677 | 8.7574 | 0.9881 | +| 3.7592 | 253400 | 2.6117 | 0.1923 | 0.0153 | 0.0092 | 8.6565 | 0.2684 | 8.7702 | 0.9884 | +| 3.7607 | 253500 | 2.7379 | 0.1923 | 0.0153 | 0.0092 | 8.7032 | 0.2686 | 8.8137 | 0.9878 | +| 3.7622 | 253600 | 2.4287 | 0.1919 | 0.0151 | 0.0092 | 8.6869 | 0.2689 | 8.8149 | 0.9878 | +| 3.7636 | 253700 | 2.4955 | 0.1912 | 0.0153 | 0.0091 | 8.6890 | 0.2684 | 8.8359 | 0.9880 | +| 3.7651 | 253800 | 2.9469 | 0.1915 | 0.0152 | 0.0092 | 8.7131 | 0.2684 | 8.8050 | 0.9879 | +| 3.7666 | 253900 | 2.5651 | 0.1923 | 0.0154 | 0.0093 | 8.6993 | 0.2684 | 8.8075 | 0.9875 | +| 3.7681 | 254000 | 2.5218 | 0.1926 | 0.0154 | 0.0093 | 8.7076 | 0.2689 | 8.8259 | 0.9873 | +| 3.7696 | 254100 | 2.7015 | 0.1923 | 0.0156 | 0.0093 | 8.7089 | 0.2684 | 8.8510 | 0.9875 | +| 3.7711 | 254200 | 2.8285 | 0.1924 | 0.0156 | 0.0094 | 8.7285 | 0.2686 | 8.8507 | 0.9879 | +| 3.7725 | 254300 | 2.9816 | 0.1923 | 0.0154 | 0.0093 | 8.7039 | 0.2686 | 8.8424 | 0.9879 | +| 3.7740 | 254400 | 3.2528 | 0.1922 | 0.0152 | 0.0094 | 8.6800 | 0.2677 | 8.8330 | 0.9879 | +| 3.7755 | 254500 | 2.5956 | 0.1916 | 0.0150 | 0.0094 | 8.6604 | 0.2673 | 8.8178 | 0.9878 | +| 3.7770 | 254600 | 3.1259 | 0.1914 | 0.0150 | 0.0096 | 8.6898 | 0.2678 | 8.8321 | 0.9884 | +| 3.7785 | 254700 | 2.5096 | 0.1921 | 0.0151 | 0.0095 | 8.7298 | 0.2693 | 8.8518 | 0.9886 | +| 3.7800 | 254800 | 2.5608 | 0.1926 | 0.0152 | 0.0096 | 8.7660 | 0.2692 | 8.8719 | 0.9887 | +| 3.7815 | 254900 | 2.5122 | 0.1935 | 0.0151 | 0.0096 | 8.8114 | 0.2704 | 8.9158 | 0.9886 | +| 3.7829 | 255000 | 2.8416 | 0.1932 | 0.0150 | 0.0096 | 8.8196 | 0.2710 | 8.9341 | 0.9881 | +| 3.7844 | 255100 | 3.1406 | 0.1934 | 0.0149 | 0.0096 | 8.8106 | 0.2706 | 8.8925 | 0.9882 | +| 3.7859 | 255200 | 2.0525 | 0.1935 | 0.0150 | 0.0098 | 8.8323 | 0.2713 | 8.9289 | 0.9880 | +| 3.7874 | 255300 | 2.69 | 0.1934 | 0.0149 | 0.0098 | 8.8409 | 0.2716 | 8.9252 | 0.9881 | +| 3.7889 | 255400 | 2.8912 | 0.1927 | 0.0151 | 0.0098 | 8.8302 | 0.2720 | 8.9260 | 0.9884 | +| 3.7904 | 255500 | 3.2569 | 0.1925 | 0.0150 | 0.0099 | 8.8275 | 0.2713 | 8.8982 | 0.9884 | +| 3.7918 | 255600 | 2.5451 | 0.1922 | 0.0149 | 0.0098 | 8.8216 | 0.2713 | 8.8975 | 0.9887 | +| 3.7933 | 255700 | 2.2326 | 0.1920 | 0.0150 | 0.0099 | 8.8271 | 0.2702 | 8.8694 | 0.9885 | +| 3.7948 | 255800 | 3.0875 | 0.1920 | 0.0149 | 0.0097 | 8.8188 | 0.2702 | 8.8492 | 0.9882 | +| 3.7963 | 255900 | 2.664 | 0.1919 | 0.0150 | 0.0098 | 8.8649 | 0.2707 | 8.8645 | 0.9886 | +| 3.7978 | 256000 | 2.4944 | 0.1918 | 0.0151 | 0.0098 | 8.8623 | 0.2703 | 8.8673 | 0.9884 | +| 3.7993 | 256100 | 2.4033 | 0.1924 | 0.0151 | 0.0097 | 8.8509 | 0.2705 | 8.8673 | 0.9881 | +| 3.8007 | 256200 | 2.6051 | 0.1920 | 0.0152 | 0.0097 | 8.8524 | 0.2698 | 8.8657 | 0.9880 | +| 3.8022 | 256300 | 2.1757 | 0.1929 | 0.0151 | 0.0097 | 8.8636 | 0.2711 | 8.9091 | 0.9877 | +| 3.8037 | 256400 | 2.632 | 0.1929 | 0.0153 | 0.0100 | 8.8944 | 0.2721 | 8.9217 | 0.9877 | +| 3.8052 | 256500 | 2.0133 | 0.1932 | 0.0154 | 0.0100 | 8.9047 | 0.2725 | 8.9587 | 0.9880 | +| 3.8067 | 256600 | 2.2554 | 0.1936 | 0.0154 | 0.0100 | 8.9229 | 0.2736 | 8.9936 | 0.9881 | +| 3.8082 | 256700 | 2.2489 | 0.1929 | 0.0155 | 0.0100 | 8.9300 | 0.2735 | 8.9634 | 0.9886 | +| 3.8096 | 256800 | 3.2865 | 0.1925 | 0.0155 | 0.0100 | 8.9370 | 0.2730 | 8.9461 | 0.9888 | +| 3.8111 | 256900 | 2.8586 | 0.1926 | 0.0154 | 0.0100 | 8.9527 | 0.2730 | 8.9096 | 0.9890 | +| 3.8126 | 257000 | 2.8996 | 0.1921 | 0.0155 | 0.0100 | 8.9459 | 0.2731 | 8.8935 | 0.9887 | +| 3.8141 | 257100 | 2.817 | 0.1921 | 0.0154 | 0.0099 | 8.9440 | 0.2733 | 8.8909 | 0.9888 | +| 3.8156 | 257200 | 3.0331 | 0.1913 | 0.0153 | 0.0098 | 8.9291 | 0.2724 | 8.8854 | 0.9888 | +| 3.8171 | 257300 | 2.7923 | 0.1909 | 0.0152 | 0.0098 | 8.9062 | 0.2716 | 8.9158 | 0.9888 | +| 3.8185 | 257400 | 2.6952 | 0.1913 | 0.0153 | 0.0097 | 8.8574 | 0.2698 | 8.9170 | 0.9887 | +| 3.8200 | 257500 | 2.9792 | 0.1911 | 0.0153 | 0.0098 | 8.8482 | 0.2695 | 8.9279 | 0.9882 | +| 3.8215 | 257600 | 2.8386 | 0.1911 | 0.0152 | 0.0097 | 8.8476 | 0.2697 | 8.9045 | 0.9884 | +| 3.8230 | 257700 | 2.5153 | 0.1915 | 0.0153 | 0.0099 | 8.8789 | 0.2704 | 8.9286 | 0.9880 | +| 3.8245 | 257800 | 2.9876 | 0.1919 | 0.0153 | 0.0099 | 8.8909 | 0.2706 | 8.9229 | 0.9875 | +| 3.8260 | 257900 | 2.3886 | 0.1920 | 0.0152 | 0.0100 | 8.9028 | 0.2709 | 8.9212 | 0.9879 | +| 3.8274 | 258000 | 2.3775 | 0.1926 | 0.0153 | 0.0100 | 8.9221 | 0.2722 | 8.9485 | 0.9876 | +| 3.8289 | 258100 | 2.8824 | 0.1927 | 0.0154 | 0.0100 | 8.9096 | 0.2720 | 8.9407 | 0.9882 | +| 3.8304 | 258200 | 2.7015 | 0.1930 | 0.0154 | 0.0099 | 8.8751 | 0.2710 | 8.9228 | 0.9876 | +| 3.8319 | 258300 | 2.9024 | 0.1931 | 0.0155 | 0.0100 | 8.9248 | 0.2716 | 8.9363 | 0.9878 | +| 3.8334 | 258400 | 2.5427 | 0.1928 | 0.0155 | 0.0099 | 8.8946 | 0.2699 | 8.9214 | 0.9878 | +| 3.8349 | 258500 | 2.7961 | 0.1923 | 0.0155 | 0.0100 | 8.8970 | 0.2699 | 8.9444 | 0.9882 | +| 3.8363 | 258600 | 2.8089 | 0.1927 | 0.0155 | 0.0100 | 8.9200 | 0.2708 | 8.9785 | 0.9881 | +| 3.8378 | 258700 | 2.3857 | 0.1922 | 0.0154 | 0.0099 | 8.8951 | 0.2701 | 8.9508 | 0.9884 | +| 3.8393 | 258800 | 3.4596 | 0.1925 | 0.0155 | 0.0098 | 8.8905 | 0.2692 | 8.9204 | 0.9881 | +| 3.8408 | 258900 | 2.9842 | 0.1930 | 0.0155 | 0.0099 | 8.8857 | 0.2691 | 8.9107 | 0.9880 | +| 3.8423 | 259000 | 2.4842 | 0.1920 | 0.0157 | 0.0099 | 8.8670 | 0.2684 | 8.9180 | 0.9879 | +| 3.8438 | 259100 | 2.3979 | 0.1917 | 0.0158 | 0.0098 | 8.8661 | 0.2677 | 8.9198 | 0.9880 | +| 3.8452 | 259200 | 3.0215 | 0.1912 | 0.0157 | 0.0098 | 8.8580 | 0.2675 | 8.9116 | 0.9879 | +| 3.8467 | 259300 | 2.6523 | 0.1912 | 0.0156 | 0.0098 | 8.8608 | 0.2673 | 8.8997 | 0.9880 | +| 3.8482 | 259400 | 2.7031 | 0.1916 | 0.0157 | 0.0097 | 8.8694 | 0.2678 | 8.9055 | 0.9879 | +| 3.8497 | 259500 | 2.9393 | 0.1920 | 0.0157 | 0.0097 | 8.8666 | 0.2678 | 8.8777 | 0.9879 | +| 3.8512 | 259600 | 2.6126 | 0.1921 | 0.0157 | 0.0096 | 8.8726 | 0.2676 | 8.8620 | 0.9878 | +| 3.8527 | 259700 | 2.5892 | 0.1924 | 0.0156 | 0.0096 | 8.8798 | 0.2678 | 8.8783 | 0.9885 | +| 3.8541 | 259800 | 2.714 | 0.1934 | 0.0156 | 0.0098 | 8.8981 | 0.2687 | 8.8745 | 0.9881 | +| 3.8556 | 259900 | 2.5482 | 0.1930 | 0.0156 | 0.0097 | 8.8861 | 0.2687 | 8.8930 | 0.9880 | +| 3.8571 | 260000 | 2.7474 | 0.1920 | 0.0156 | 0.0096 | 8.8604 | 0.2680 | 8.8476 | 0.9878 | +| 3.8586 | 260100 | 2.4857 | 0.1917 | 0.0155 | 0.0095 | 8.8601 | 0.2675 | 8.8810 | 0.9879 | +| 3.8601 | 260200 | 3.1031 | 0.1919 | 0.0156 | 0.0096 | 8.8734 | 0.2680 | 8.9138 | 0.9878 | +| 3.8616 | 260300 | 3.0031 | 0.1920 | 0.0155 | 0.0095 | 8.8573 | 0.2670 | 8.8804 | 0.9877 | +| 3.8630 | 260400 | 2.8563 | 0.1925 | 0.0156 | 0.0096 | 8.8737 | 0.2672 | 8.8951 | 0.9876 | +| 3.8645 | 260500 | 1.9681 | 0.1931 | 0.0155 | 0.0097 | 8.9121 | 0.2681 | 8.9247 | 0.9877 | +| 3.8660 | 260600 | 2.636 | 0.1923 | 0.0154 | 0.0095 | 8.8589 | 0.2671 | 8.9017 | 0.9877 | +| 3.8675 | 260700 | 2.9234 | 0.1928 | 0.0153 | 0.0095 | 8.8509 | 0.2675 | 8.8849 | 0.9877 | +| 3.8690 | 260800 | 2.6935 | 0.1924 | 0.0151 | 0.0094 | 8.8456 | 0.2679 | 8.8775 | 0.9874 | +| 3.8705 | 260900 | 3.0259 | 0.1924 | 0.0151 | 0.0095 | 8.8585 | 0.2675 | 8.8740 | 0.9876 | +| 3.8719 | 261000 | 2.5629 | 0.1924 | 0.0152 | 0.0097 | 8.8798 | 0.2678 | 8.9045 | 0.9879 | +| 3.8734 | 261100 | 2.4789 | 0.1918 | 0.0154 | 0.0095 | 8.8575 | 0.2670 | 8.9059 | 0.9882 | +| 3.8749 | 261200 | 2.1836 | 0.1917 | 0.0153 | 0.0097 | 8.8986 | 0.2681 | 8.9578 | 0.9884 | +| 3.8764 | 261300 | 3.1511 | 0.1914 | 0.0153 | 0.0099 | 8.8953 | 0.2681 | 8.9265 | 0.9885 | +| 3.8779 | 261400 | 2.68 | 0.1909 | 0.0153 | 0.0098 | 8.9002 | 0.2681 | 8.9341 | 0.9881 | +| 3.8794 | 261500 | 2.8742 | 0.1914 | 0.0155 | 0.0098 | 8.9328 | 0.2685 | 8.9529 | 0.9881 | +| 3.8808 | 261600 | 2.7601 | 0.1909 | 0.0154 | 0.0097 | 8.9196 | 0.2679 | 8.9634 | 0.9878 | +| 3.8823 | 261700 | 3.0883 | 0.1912 | 0.0154 | 0.0098 | 8.9246 | 0.2679 | 8.9301 | 0.9882 | +| 3.8838 | 261800 | 2.3651 | 0.1907 | 0.0154 | 0.0096 | 8.8897 | 0.2673 | 8.9306 | 0.9881 | +| 3.8853 | 261900 | 2.758 | 0.1917 | 0.0156 | 0.0097 | 8.9210 | 0.2680 | 8.9536 | 0.9880 | +| 3.8868 | 262000 | 3.181 | 0.1919 | 0.0156 | 0.0096 | 8.9114 | 0.2677 | 8.9450 | 0.9879 | +| 3.8883 | 262100 | 2.2726 | 0.1919 | 0.0157 | 0.0095 | 8.9122 | 0.2674 | 8.9421 | 0.9880 | +| 3.8897 | 262200 | 2.9569 | 0.1921 | 0.0156 | 0.0096 | 8.9178 | 0.2678 | 8.9341 | 0.9887 | +| 3.8912 | 262300 | 2.2968 | 0.1911 | 0.0155 | 0.0095 | 8.8794 | 0.2665 | 8.9351 | 0.9882 | +| 3.8927 | 262400 | 2.7648 | 0.1909 | 0.0156 | 0.0096 | 8.8952 | 0.2672 | 8.9663 | 0.9880 | +| 3.8942 | 262500 | 2.6449 | 0.1912 | 0.0157 | 0.0095 | 8.8969 | 0.2674 | 8.9628 | 0.9887 | +| 3.8957 | 262600 | 2.1735 | 0.1908 | 0.0157 | 0.0094 | 8.9390 | 0.2678 | 8.9725 | 0.9885 | +| 3.8972 | 262700 | 2.7084 | 0.1909 | 0.0157 | 0.0094 | 8.9484 | 0.2683 | 8.9856 | 0.9888 | +| 3.8986 | 262800 | 2.912 | 0.1909 | 0.0158 | 0.0094 | 8.9156 | 0.2674 | 8.9571 | 0.9886 | +| 3.9001 | 262900 | 2.3894 | 0.1909 | 0.0157 | 0.0095 | 8.9185 | 0.2677 | 8.9594 | 0.9886 | +| 3.9016 | 263000 | 2.6512 | 0.1901 | 0.0158 | 0.0095 | 8.9129 | 0.2673 | 8.9376 | 0.9892 | +| 3.9031 | 263100 | 2.6411 | 0.1907 | 0.0157 | 0.0095 | 8.9390 | 0.2681 | 8.9662 | 0.9887 | +| 3.9046 | 263200 | 3.3766 | 0.1905 | 0.0157 | 0.0095 | 8.9167 | 0.2683 | 8.9437 | 0.9890 | +| 3.9061 | 263300 | 2.9417 | 0.1906 | 0.0157 | 0.0096 | 8.9044 | 0.2672 | 8.9294 | 0.9886 | +| 3.9075 | 263400 | 2.5795 | 0.1912 | 0.0159 | 0.0096 | 8.9080 | 0.2670 | 8.9235 | 0.9885 | +| 3.9090 | 263500 | 2.3542 | 0.1911 | 0.0159 | 0.0096 | 8.9329 | 0.2680 | 8.9423 | 0.9889 | +| 3.9105 | 263600 | 2.9814 | 0.1915 | 0.0160 | 0.0096 | 8.9333 | 0.2683 | 8.9440 | 0.9887 | +| 3.9120 | 263700 | 2.7627 | 0.1921 | 0.0159 | 0.0096 | 8.9583 | 0.2680 | 8.9430 | 0.9889 | +| 3.9135 | 263800 | 2.3216 | 0.1929 | 0.0159 | 0.0096 | 8.9490 | 0.2684 | 8.9500 | 0.9884 | +| 3.9150 | 263900 | 3.1609 | 0.1926 | 0.0158 | 0.0096 | 8.9226 | 0.2678 | 8.9451 | 0.9886 | +| 3.9164 | 264000 | 2.5421 | 0.1934 | 0.0157 | 0.0097 | 8.9531 | 0.2686 | 8.9586 | 0.9888 | +| 3.9179 | 264100 | 2.7231 | 0.1928 | 0.0157 | 0.0096 | 8.9341 | 0.2685 | 8.9328 | 0.9886 | +| 3.9194 | 264200 | 2.9231 | 0.1930 | 0.0158 | 0.0095 | 8.9400 | 0.2685 | 8.9353 | 0.9887 | +| 3.9209 | 264300 | 2.9115 | 0.1923 | 0.0158 | 0.0096 | 8.9106 | 0.2673 | 8.8962 | 0.9884 | +| 3.9224 | 264400 | 2.468 | 0.1923 | 0.0157 | 0.0096 | 8.9136 | 0.2675 | 8.8849 | 0.9884 | +| 3.9239 | 264500 | 2.0527 | 0.1928 | 0.0156 | 0.0095 | 8.9215 | 0.2686 | 8.8936 | 0.9884 | +| 3.9254 | 264600 | 2.0304 | 0.1933 | 0.0154 | 0.0098 | 8.9673 | 0.2697 | 8.9500 | 0.9884 | +| 3.9268 | 264700 | 2.7293 | 0.1947 | 0.0155 | 0.0099 | 8.9991 | 0.2707 | 8.9676 | 0.9881 | +| 3.9283 | 264800 | 2.6176 | 0.1938 | 0.0154 | 0.0099 | 8.9610 | 0.2699 | 8.9679 | 0.9881 | +| 3.9298 | 264900 | 3.4386 | 0.1938 | 0.0154 | 0.0099 | 8.9820 | 0.2700 | 8.9132 | 0.9879 | +| 3.9313 | 265000 | 2.7792 | 0.1940 | 0.0154 | 0.0100 | 8.9630 | 0.2699 | 8.9012 | 0.9878 | +| 3.9328 | 265100 | 2.724 | 0.1935 | 0.0155 | 0.0100 | 8.9595 | 0.2701 | 8.8950 | 0.9881 | +| 3.9343 | 265200 | 2.7488 | 0.1923 | 0.0155 | 0.0097 | 8.9265 | 0.2697 | 8.8601 | 0.9877 | +| 3.9357 | 265300 | 2.5974 | 0.1923 | 0.0157 | 0.0098 | 8.9677 | 0.2700 | 8.9361 | 0.9881 | +| 3.9372 | 265400 | 2.5264 | 0.1931 | 0.0157 | 0.0098 | 8.9642 | 0.2705 | 8.9405 | 0.9881 | +| 3.9387 | 265500 | 2.8802 | 0.1933 | 0.0156 | 0.0098 | 8.9464 | 0.2707 | 8.9287 | 0.9876 | +| 3.9402 | 265600 | 3.089 | 0.1932 | 0.0155 | 0.0098 | 8.9562 | 0.2704 | 8.8908 | 0.9878 | +| 3.9417 | 265700 | 2.842 | 0.1935 | 0.0155 | 0.0099 | 8.9497 | 0.2700 | 8.8720 | 0.9878 | +| 3.9432 | 265800 | 2.7175 | 0.1934 | 0.0154 | 0.0102 | 8.9766 | 0.2699 | 8.8839 | 0.9877 | +| 3.9446 | 265900 | 2.8302 | 0.1936 | 0.0156 | 0.0101 | 8.9917 | 0.2699 | 8.9060 | 0.9880 | +| 3.9461 | 266000 | 3.3066 | 0.1940 | 0.0155 | 0.0101 | 8.9850 | 0.2701 | 8.9398 | 0.9877 | +| 3.9476 | 266100 | 3.2535 | 0.1944 | 0.0155 | 0.0102 | 8.9999 | 0.2704 | 8.9281 | 0.9876 | +| 3.9491 | 266200 | 2.8683 | 0.1937 | 0.0156 | 0.0102 | 8.9869 | 0.2691 | 8.9470 | 0.9879 | +| 3.9506 | 266300 | 2.353 | 0.1930 | 0.0155 | 0.0100 | 8.9714 | 0.2687 | 8.9471 | 0.9878 | +| 3.9521 | 266400 | 2.7288 | 0.1928 | 0.0155 | 0.0101 | 8.9959 | 0.2696 | 8.9537 | 0.9880 | +| 3.9535 | 266500 | 3.4836 | 0.1912 | 0.0153 | 0.0101 | 8.9346 | 0.2676 | 8.8924 | 0.9881 | +| 3.9550 | 266600 | 2.3201 | 0.1912 | 0.0153 | 0.0099 | 8.9319 | 0.2672 | 8.8821 | 0.9878 | +| 3.9565 | 266700 | 2.681 | 0.1912 | 0.0154 | 0.0099 | 8.9361 | 0.2671 | 8.8844 | 0.9879 | +| 3.9580 | 266800 | 2.748 | 0.1908 | 0.0154 | 0.0099 | 8.9316 | 0.2671 | 8.8957 | 0.9882 | +| 3.9595 | 266900 | 2.8212 | 0.1907 | 0.0153 | 0.0099 | 8.9141 | 0.2670 | 8.8940 | 0.9882 | +| 3.9610 | 267000 | 2.5171 | 0.1909 | 0.0153 | 0.0100 | 8.9260 | 0.2675 | 8.9003 | 0.9881 | +| 3.9624 | 267100 | 2.9395 | 0.1909 | 0.0153 | 0.0098 | 8.9308 | 0.2673 | 8.8846 | 0.9884 | +| 3.9639 | 267200 | 2.5021 | 0.1911 | 0.0153 | 0.0099 | 8.9484 | 0.2680 | 8.8945 | 0.9887 | +| 3.9654 | 267300 | 2.8937 | 0.1915 | 0.0153 | 0.0100 | 8.9595 | 0.2680 | 8.9116 | 0.9884 | +| 3.9669 | 267400 | 2.5609 | 0.1918 | 0.0153 | 0.0100 | 8.9458 | 0.2678 | 8.8950 | 0.9881 | +| 3.9684 | 267500 | 2.7343 | 0.1918 | 0.0153 | 0.0100 | 8.9461 | 0.2671 | 8.9043 | 0.9879 | +| 3.9699 | 267600 | 2.8137 | 0.1918 | 0.0153 | 0.0101 | 8.9510 | 0.2673 | 8.9060 | 0.9882 | +| 3.9713 | 267700 | 2.3187 | 0.1919 | 0.0152 | 0.0099 | 8.9405 | 0.2675 | 8.8908 | 0.9887 | +| 3.9728 | 267800 | 2.7789 | 0.1924 | 0.0153 | 0.0099 | 8.9502 | 0.2676 | 8.8845 | 0.9882 | +| 3.9743 | 267900 | 3.2162 | 0.1926 | 0.0153 | 0.0098 | 8.9562 | 0.2674 | 8.8980 | 0.9884 | +| 3.9758 | 268000 | 2.3172 | 0.1917 | 0.0152 | 0.0098 | 8.9335 | 0.2662 | 8.8641 | 0.9884 | +| 3.9773 | 268100 | 2.7976 | 0.1924 | 0.0152 | 0.0098 | 8.9862 | 0.2677 | 8.9255 | 0.9882 | +| 3.9788 | 268200 | 2.489 | 0.1936 | 0.0153 | 0.0101 | 9.0160 | 0.2686 | 8.9398 | 0.9882 | +| 3.9802 | 268300 | 2.8544 | 0.1936 | 0.0152 | 0.0101 | 9.0308 | 0.2688 | 8.9262 | 0.9884 | +| 3.9817 | 268400 | 2.8404 | 0.1938 | 0.0152 | 0.0099 | 8.9838 | 0.2683 | 8.9301 | 0.9884 | +| 3.9832 | 268500 | 3.1393 | 0.1941 | 0.0153 | 0.0100 | 9.0098 | 0.2686 | 8.9272 | 0.9885 | +| 3.9847 | 268600 | 2.7267 | 0.1927 | 0.0153 | 0.0099 | 8.9854 | 0.2674 | 8.9126 | 0.9880 | +| 3.9862 | 268700 | 2.9548 | 0.1932 | 0.0152 | 0.0101 | 8.9896 | 0.2677 | 8.8946 | 0.9878 | +| 3.9877 | 268800 | 2.7966 | 0.1931 | 0.0153 | 0.0102 | 8.9953 | 0.2677 | 8.8956 | 0.9882 | +| 3.9891 | 268900 | 2.617 | 0.1925 | 0.0153 | 0.0102 | 9.0017 | 0.2681 | 8.9071 | 0.9881 | +| 3.9906 | 269000 | 2.7054 | 0.1925 | 0.0153 | 0.0102 | 8.9988 | 0.2679 | 8.9097 | 0.9886 | +| 3.9921 | 269100 | 2.5587 | 0.1922 | 0.0154 | 0.0101 | 8.9675 | 0.2670 | 8.9257 | 0.9881 | +| 3.9936 | 269200 | 2.7868 | 0.1928 | 0.0155 | 0.0102 | 9.0051 | 0.2677 | 8.9317 | 0.9881 | +| 3.9951 | 269300 | 2.9589 | 0.1919 | 0.0153 | 0.0102 | 8.9561 | 0.2668 | 8.9201 | 0.9877 | +| 3.9966 | 269400 | 2.9577 | 0.1917 | 0.0154 | 0.0101 | 8.9430 | 0.2661 | 8.8985 | 0.9874 | +| 3.9980 | 269500 | 1.9099 | 0.1913 | 0.0154 | 0.0100 | 8.9552 | 0.2669 | 8.9415 | 0.9877 | +| 3.9995 | 269600 | 2.4838 | 0.1914 | 0.0154 | 0.0099 | 8.9733 | 0.2670 | 8.9404 | 0.9875 | +| 4.0010 | 269700 | 3.2087 | 0.1913 | 0.0154 | 0.0099 | 8.9260 | 0.2627 | 8.8867 | 0.9872 | +| 4.0025 | 269800 | 2.4576 | 0.1912 | 0.0155 | 0.0100 | 8.8230 | 0.2601 | 8.8516 | 0.9870 | +| 4.0040 | 269900 | 3.1829 | 0.1925 | 0.0155 | 0.0099 | 8.7444 | 0.2638 | 8.7633 | 0.9871 | +| 4.0055 | 270000 | 2.7127 | 0.1939 | 0.0156 | 0.0099 | 8.6810 | 0.2675 | 8.6966 | 0.9870 | +| 4.0069 | 270100 | 3.3456 | 0.1963 | 0.0156 | 0.0100 | 8.5993 | 0.2714 | 8.6045 | 0.9867 | +| 4.0084 | 270200 | 3.1596 | 0.1977 | 0.0156 | 0.0100 | 8.5083 | 0.2732 | 8.5412 | 0.9863 | +| 4.0099 | 270300 | 3.0576 | 0.1987 | 0.0156 | 0.0100 | 8.4594 | 0.2780 | 8.5147 | 0.9865 | +| 4.0114 | 270400 | 3.1318 | 0.1991 | 0.0155 | 0.0099 | 8.4182 | 0.2790 | 8.4846 | 0.9870 | +| 4.0129 | 270500 | 3.1461 | 0.2006 | 0.0155 | 0.0101 | 8.3594 | 0.2848 | 8.4350 | 0.9866 | +| 4.0144 | 270600 | 2.8211 | 0.2017 | 0.0157 | 0.0100 | 8.3558 | 0.2886 | 8.4383 | 0.9865 | +| 4.0158 | 270700 | 2.7619 | 0.2017 | 0.0157 | 0.0100 | 8.3375 | 0.2863 | 8.4277 | 0.9868 | +| 4.0173 | 270800 | 2.595 | 0.2018 | 0.0157 | 0.0100 | 8.3155 | 0.2880 | 8.4204 | 0.9865 | +| 4.0188 | 270900 | 2.6693 | 0.2008 | 0.0157 | 0.0098 | 8.3002 | 0.2868 | 8.4382 | 0.9866 | +| 4.0203 | 271000 | 2.5098 | 0.1999 | 0.0156 | 0.0098 | 8.3151 | 0.2879 | 8.4671 | 0.9867 | +| 4.0218 | 271100 | 2.7178 | 0.1990 | 0.0156 | 0.0096 | 8.3114 | 0.2888 | 8.4733 | 0.9862 | +| 4.0233 | 271200 | 2.4359 | 0.1980 | 0.0156 | 0.0095 | 8.3111 | 0.2888 | 8.4904 | 0.9865 | +| 4.0247 | 271300 | 2.9038 | 0.1984 | 0.0155 | 0.0095 | 8.2792 | 0.2947 | 8.4768 | 0.9869 | +| 4.0262 | 271400 | 2.4166 | 0.1973 | 0.0156 | 0.0095 | 8.3014 | 0.2944 | 8.5182 | 0.9870 | +| 4.0277 | 271500 | 3.2273 | 0.1970 | 0.0156 | 0.0095 | 8.2823 | 0.2936 | 8.4856 | 0.9869 | +| 4.0292 | 271600 | 2.6126 | 0.1961 | 0.0155 | 0.0095 | 8.3025 | 0.2936 | 8.5120 | 0.9872 | +| 4.0307 | 271700 | 2.3601 | 0.1952 | 0.0156 | 0.0095 | 8.3047 | 0.2941 | 8.5072 | 0.9872 | +| 4.0322 | 271800 | 3.2811 | 0.1952 | 0.0156 | 0.0095 | 8.2738 | 0.2977 | 8.4835 | 0.9869 | +| 4.0336 | 271900 | 2.9229 | 0.1952 | 0.0155 | 0.0095 | 8.2619 | 0.2979 | 8.4538 | 0.9871 | +| 4.0351 | 272000 | 2.9229 | 0.1954 | 0.0157 | 0.0096 | 8.2512 | 0.2961 | 8.4579 | 0.9872 | +| 4.0366 | 272100 | 3.1081 | 0.1961 | 0.0158 | 0.0097 | 8.2352 | 0.2987 | 8.4511 | 0.9873 | +| 4.0381 | 272200 | 2.6948 | 0.1959 | 0.0158 | 0.0096 | 8.2473 | 0.2966 | 8.4650 | 0.9872 | +| 4.0396 | 272300 | 2.4366 | 0.1959 | 0.0158 | 0.0095 | 8.2495 | 0.2986 | 8.4734 | 0.9873 | +| 4.0411 | 272400 | 2.6895 | 0.1957 | 0.0157 | 0.0094 | 8.2666 | 0.2994 | 8.4725 | 0.9874 | +| 4.0425 | 272500 | 3.2287 | 0.1963 | 0.0157 | 0.0095 | 8.2262 | 0.3026 | 8.4723 | 0.9874 | +| 4.0440 | 272600 | 2.5989 | 0.1965 | 0.0158 | 0.0095 | 8.2445 | 0.3033 | 8.4974 | 0.9875 | +| 4.0455 | 272700 | 2.7805 | 0.1963 | 0.0159 | 0.0094 | 8.2411 | 0.3038 | 8.5310 | 0.9873 | +| 4.0470 | 272800 | 2.8713 | 0.1965 | 0.0159 | 0.0095 | 8.2338 | 0.3042 | 8.5383 | 0.9872 | +| 4.0485 | 272900 | 2.8126 | 0.1965 | 0.0159 | 0.0095 | 8.2239 | 0.3085 | 8.5402 | 0.9875 | +| 4.0500 | 273000 | 3.0243 | 0.1962 | 0.0160 | 0.0095 | 8.2384 | 0.3112 | 8.5291 | 0.9875 | +| 4.0514 | 273100 | 2.7897 | 0.1956 | 0.0160 | 0.0094 | 8.2434 | 0.3093 | 8.5515 | 0.9874 | +| 4.0529 | 273200 | 2.8209 | 0.1957 | 0.0161 | 0.0095 | 8.2635 | 0.3112 | 8.5540 | 0.9877 | +| 4.0544 | 273300 | 2.7815 | 0.1963 | 0.0160 | 0.0095 | 8.2780 | 0.3116 | 8.5567 | 0.9876 | +| 4.0559 | 273400 | 2.6943 | 0.1963 | 0.0160 | 0.0094 | 8.2967 | 0.3098 | 8.5658 | 0.9876 | +| 4.0574 | 273500 | 2.7229 | 0.1964 | 0.0162 | 0.0093 | 8.3075 | 0.3058 | 8.5825 | 0.9877 | +| 4.0589 | 273600 | 2.5913 | 0.1966 | 0.0162 | 0.0093 | 8.3234 | 0.3026 | 8.6050 | 0.9878 | +| 4.0603 | 273700 | 2.5374 | 0.1964 | 0.0162 | 0.0093 | 8.3352 | 0.3015 | 8.6285 | 0.9878 | +| 4.0618 | 273800 | 2.9854 | 0.1969 | 0.0161 | 0.0093 | 8.3186 | 0.3067 | 8.6171 | 0.9876 | +| 4.0633 | 273900 | 2.7467 | 0.1966 | 0.0161 | 0.0093 | 8.2974 | 0.3032 | 8.6104 | 0.9877 | +| 4.0648 | 274000 | 2.8079 | 0.1955 | 0.0160 | 0.0092 | 8.2950 | 0.3037 | 8.5972 | 0.9879 | +| 4.0663 | 274100 | 2.8738 | 0.1963 | 0.0158 | 0.0092 | 8.2977 | 0.3039 | 8.5954 | 0.9879 | +| 4.0678 | 274200 | 2.2479 | 0.1961 | 0.0158 | 0.0092 | 8.3175 | 0.3033 | 8.6153 | 0.9882 | +| 4.0692 | 274300 | 3.2429 | 0.1958 | 0.0158 | 0.0092 | 8.3045 | 0.3069 | 8.5905 | 0.9880 | +| 4.0707 | 274400 | 2.9515 | 0.1957 | 0.0158 | 0.0091 | 8.2622 | 0.3075 | 8.5986 | 0.9879 | +| 4.0722 | 274500 | 2.6429 | 0.1956 | 0.0158 | 0.0092 | 8.2790 | 0.3094 | 8.5975 | 0.9879 | +| 4.0737 | 274600 | 3.0956 | 0.1961 | 0.0158 | 0.0092 | 8.2610 | 0.3131 | 8.6001 | 0.9878 | +| 4.0752 | 274700 | 2.2104 | 0.1954 | 0.0157 | 0.0092 | 8.2687 | 0.3105 | 8.6295 | 0.9879 | +| 4.0767 | 274800 | 2.2505 | 0.1947 | 0.0157 | 0.0092 | 8.3051 | 0.3082 | 8.6420 | 0.9879 | +| 4.0782 | 274900 | 2.5681 | 0.1945 | 0.0157 | 0.0092 | 8.2977 | 0.3132 | 8.6477 | 0.9878 | +| 4.0796 | 275000 | 2.6604 | 0.1933 | 0.0157 | 0.0092 | 8.3052 | 0.3113 | 8.6492 | 0.9880 | +| 4.0811 | 275100 | 3.036 | 0.1940 | 0.0158 | 0.0094 | 8.2706 | 0.3214 | 8.6317 | 0.9877 | +| 4.0826 | 275200 | 2.91 | 0.1938 | 0.0159 | 0.0094 | 8.2551 | 0.3159 | 8.6262 | 0.9875 | +| 4.0841 | 275300 | 2.6286 | 0.1932 | 0.0159 | 0.0093 | 8.2371 | 0.3146 | 8.6156 | 0.9877 | +| 4.0856 | 275400 | 2.0311 | 0.1929 | 0.0160 | 0.0093 | 8.2753 | 0.3061 | 8.6485 | 0.9877 | +| 4.0871 | 275500 | 2.553 | 0.1926 | 0.0159 | 0.0092 | 8.2748 | 0.3016 | 8.6399 | 0.9876 | +| 4.0885 | 275600 | 2.4197 | 0.1926 | 0.0159 | 0.0093 | 8.2928 | 0.3022 | 8.6589 | 0.9880 | +| 4.0900 | 275700 | 2.7222 | 0.1926 | 0.0159 | 0.0092 | 8.2830 | 0.3017 | 8.6567 | 0.9879 | +| 4.0915 | 275800 | 2.7749 | 0.1926 | 0.0158 | 0.0093 | 8.2838 | 0.3027 | 8.6436 | 0.9877 | +| 4.0930 | 275900 | 2.781 | 0.1923 | 0.0158 | 0.0093 | 8.2768 | 0.3019 | 8.6516 | 0.9877 | +| 4.0945 | 276000 | 2.7608 | 0.1918 | 0.0157 | 0.0092 | 8.2710 | 0.2989 | 8.6444 | 0.9878 | +| 4.0960 | 276100 | 3.3406 | 0.1921 | 0.0157 | 0.0092 | 8.2781 | 0.3018 | 8.6205 | 0.9876 | +| 4.0974 | 276200 | 1.9945 | 0.1921 | 0.0158 | 0.0092 | 8.3269 | 0.2987 | 8.6417 | 0.9877 | +| 4.0989 | 276300 | 2.1516 | 0.1924 | 0.0158 | 0.0092 | 8.3571 | 0.2984 | 8.6648 | 0.9876 | +| 4.1004 | 276400 | 2.7015 | 0.1925 | 0.0158 | 0.0092 | 8.3692 | 0.2972 | 8.6523 | 0.9878 | +| 4.1019 | 276500 | 2.6455 | 0.1930 | 0.0157 | 0.0092 | 8.3819 | 0.2979 | 8.6531 | 0.9880 | +| 4.1034 | 276600 | 2.822 | 0.1930 | 0.0157 | 0.0091 | 8.3473 | 0.2986 | 8.6413 | 0.9879 | +| 4.1049 | 276700 | 2.5275 | 0.1928 | 0.0157 | 0.0091 | 8.3420 | 0.2967 | 8.6389 | 0.9878 | +| 4.1063 | 276800 | 2.4245 | 0.1927 | 0.0158 | 0.0091 | 8.3554 | 0.2973 | 8.6473 | 0.9879 | +| 4.1078 | 276900 | 2.2358 | 0.1926 | 0.0158 | 0.0089 | 8.3801 | 0.2969 | 8.6730 | 0.9876 | +| 4.1093 | 277000 | 3.2528 | 0.1925 | 0.0159 | 0.0088 | 8.3176 | 0.3014 | 8.6546 | 0.9881 | +| 4.1108 | 277100 | 2.352 | 0.1923 | 0.0160 | 0.0087 | 8.3245 | 0.2992 | 8.6650 | 0.9876 | +| 4.1123 | 277200 | 3.1592 | 0.1924 | 0.0159 | 0.0087 | 8.3148 | 0.3003 | 8.6543 | 0.9877 | +| 4.1138 | 277300 | 2.9985 | 0.1915 | 0.0159 | 0.0086 | 8.2961 | 0.2994 | 8.6528 | 0.9879 | +| 4.1152 | 277400 | 2.759 | 0.1911 | 0.0158 | 0.0086 | 8.2805 | 0.2973 | 8.6532 | 0.9879 | +| 4.1167 | 277500 | 2.3468 | 0.1905 | 0.0159 | 0.0086 | 8.3035 | 0.2942 | 8.6653 | 0.9876 | +| 4.1182 | 277600 | 2.8756 | 0.1902 | 0.0160 | 0.0085 | 8.3130 | 0.2919 | 8.6937 | 0.9874 | +| 4.1197 | 277700 | 2.5247 | 0.1906 | 0.0161 | 0.0086 | 8.3217 | 0.2904 | 8.6913 | 0.9875 | +| 4.1212 | 277800 | 2.7321 | 0.1907 | 0.0160 | 0.0085 | 8.3278 | 0.2889 | 8.6997 | 0.9878 | +| 4.1227 | 277900 | 2.3601 | 0.1907 | 0.0158 | 0.0085 | 8.3239 | 0.2877 | 8.6920 | 0.9877 | +| 4.1241 | 278000 | 2.8748 | 0.1900 | 0.0158 | 0.0085 | 8.3055 | 0.2881 | 8.6840 | 0.9878 | +| 4.1256 | 278100 | 2.8972 | 0.1897 | 0.0157 | 0.0085 | 8.2915 | 0.2906 | 8.6658 | 0.9875 | +| 4.1271 | 278200 | 2.6598 | 0.1893 | 0.0157 | 0.0085 | 8.2972 | 0.2909 | 8.6662 | 0.9875 | +| 4.1286 | 278300 | 2.7853 | 0.1891 | 0.0157 | 0.0084 | 8.2895 | 0.2896 | 8.6712 | 0.9873 | +| 4.1301 | 278400 | 2.391 | 0.1893 | 0.0157 | 0.0083 | 8.3074 | 0.2874 | 8.6843 | 0.9875 | +| 4.1316 | 278500 | 2.2366 | 0.1897 | 0.0157 | 0.0083 | 8.3487 | 0.2841 | 8.6992 | 0.9877 | +| 4.1330 | 278600 | 2.6977 | 0.1901 | 0.0157 | 0.0083 | 8.3434 | 0.2837 | 8.7040 | 0.9877 | +| 4.1345 | 278700 | 2.897 | 0.1903 | 0.0157 | 0.0082 | 8.3204 | 0.2834 | 8.7005 | 0.9877 | +| 4.1360 | 278800 | 2.654 | 0.1899 | 0.0157 | 0.0082 | 8.3105 | 0.2853 | 8.6897 | 0.9875 | +| 4.1375 | 278900 | 2.3856 | 0.1896 | 0.0157 | 0.0082 | 8.3233 | 0.2855 | 8.6927 | 0.9879 | +| 4.1390 | 279000 | 2.8951 | 0.1900 | 0.0156 | 0.0081 | 8.3093 | 0.2863 | 8.6963 | 0.9877 | +| 4.1405 | 279100 | 2.7543 | 0.1901 | 0.0156 | 0.0082 | 8.3019 | 0.2885 | 8.6847 | 0.9878 | +| 4.1419 | 279200 | 2.5372 | 0.1901 | 0.0156 | 0.0082 | 8.3180 | 0.2869 | 8.6826 | 0.9878 | +| 4.1434 | 279300 | 2.8035 | 0.1899 | 0.0155 | 0.0082 | 8.3075 | 0.2869 | 8.6866 | 0.9881 | +| 4.1449 | 279400 | 3.1304 | 0.1907 | 0.0155 | 0.0082 | 8.3114 | 0.2887 | 8.6940 | 0.9879 | +| 4.1464 | 279500 | 2.6689 | 0.1911 | 0.0156 | 0.0082 | 8.3289 | 0.2871 | 8.7132 | 0.9880 | +| 4.1479 | 279600 | 2.8165 | 0.1910 | 0.0157 | 0.0082 | 8.3271 | 0.2884 | 8.7039 | 0.9882 | +| 4.1494 | 279700 | 2.7355 | 0.1913 | 0.0157 | 0.0083 | 8.3526 | 0.2882 | 8.6992 | 0.9882 | +| 4.1508 | 279800 | 2.7753 | 0.1911 | 0.0158 | 0.0083 | 8.3419 | 0.2892 | 8.6963 | 0.9882 | +| 4.1523 | 279900 | 2.6473 | 0.1905 | 0.0159 | 0.0083 | 8.3468 | 0.2913 | 8.6868 | 0.9885 | +| 4.1538 | 280000 | 2.5992 | 0.1903 | 0.0160 | 0.0082 | 8.3764 | 0.2885 | 8.7055 | 0.9882 | +| 4.1553 | 280100 | 2.5715 | 0.1902 | 0.0160 | 0.0083 | 8.3557 | 0.2880 | 8.7011 | 0.9882 | +| 4.1568 | 280200 | 2.5253 | 0.1899 | 0.0160 | 0.0084 | 8.3769 | 0.2872 | 8.7126 | 0.9880 | +| 4.1583 | 280300 | 2.2889 | 0.1903 | 0.0160 | 0.0084 | 8.3782 | 0.2863 | 8.7329 | 0.9884 | +| 4.1597 | 280400 | 3.257 | 0.1900 | 0.0160 | 0.0084 | 8.3603 | 0.2897 | 8.7140 | 0.9881 | +| 4.1612 | 280500 | 2.6017 | 0.1899 | 0.0160 | 0.0084 | 8.3480 | 0.2906 | 8.7075 | 0.9884 | +| 4.1627 | 280600 | 2.4179 | 0.1895 | 0.0160 | 0.0084 | 8.3686 | 0.2918 | 8.7188 | 0.9884 | +| 4.1642 | 280700 | 2.8821 | 0.1892 | 0.0160 | 0.0085 | 8.3755 | 0.2921 | 8.7237 | 0.9885 | +| 4.1657 | 280800 | 2.6084 | 0.1897 | 0.0159 | 0.0085 | 8.3831 | 0.2921 | 8.7442 | 0.9885 | +| 4.1672 | 280900 | 2.5478 | 0.1897 | 0.0158 | 0.0084 | 8.3973 | 0.2890 | 8.7370 | 0.9884 | +| 4.1686 | 281000 | 2.7368 | 0.1896 | 0.0157 | 0.0083 | 8.3952 | 0.2852 | 8.7298 | 0.9885 | +| 4.1701 | 281100 | 2.5862 | 0.1900 | 0.0157 | 0.0085 | 8.3763 | 0.2856 | 8.7243 | 0.9885 | +| 4.1716 | 281200 | 3.1808 | 0.1899 | 0.0157 | 0.0084 | 8.3329 | 0.2845 | 8.7168 | 0.9882 | +| 4.1731 | 281300 | 2.8124 | 0.1894 | 0.0156 | 0.0085 | 8.3244 | 0.2866 | 8.7176 | 0.9884 | +| 4.1746 | 281400 | 2.7915 | 0.1893 | 0.0157 | 0.0084 | 8.3327 | 0.2878 | 8.7139 | 0.9884 | +| 4.1761 | 281500 | 2.7475 | 0.1899 | 0.0157 | 0.0084 | 8.3299 | 0.2875 | 8.7121 | 0.9882 | +| 4.1775 | 281600 | 2.9845 | 0.1897 | 0.0157 | 0.0084 | 8.3230 | 0.2896 | 8.7046 | 0.9881 | +| 4.1790 | 281700 | 2.8613 | 0.1900 | 0.0156 | 0.0084 | 8.3254 | 0.2896 | 8.6958 | 0.9885 | +| 4.1805 | 281800 | 2.7292 | 0.1898 | 0.0156 | 0.0084 | 8.3374 | 0.2900 | 8.6896 | 0.9885 | +| 4.1820 | 281900 | 2.6673 | 0.1898 | 0.0156 | 0.0084 | 8.3683 | 0.2873 | 8.6805 | 0.9882 | +| 4.1835 | 282000 | 2.1227 | 0.1897 | 0.0155 | 0.0084 | 8.3688 | 0.2860 | 8.6817 | 0.9884 | +| 4.1850 | 282100 | 2.7453 | 0.1897 | 0.0155 | 0.0084 | 8.3458 | 0.2844 | 8.6763 | 0.9885 | +| 4.1864 | 282200 | 2.7601 | 0.1900 | 0.0155 | 0.0084 | 8.3421 | 0.2840 | 8.6925 | 0.9882 | +| 4.1879 | 282300 | 3.0812 | 0.1900 | 0.0155 | 0.0084 | 8.3365 | 0.2863 | 8.6828 | 0.9885 | +| 4.1894 | 282400 | 2.6272 | 0.1896 | 0.0155 | 0.0084 | 8.3422 | 0.2867 | 8.6984 | 0.9884 | +| 4.1909 | 282500 | 2.5297 | 0.1892 | 0.0155 | 0.0084 | 8.3542 | 0.2859 | 8.6988 | 0.9882 | +| 4.1924 | 282600 | 2.7128 | 0.1892 | 0.0156 | 0.0085 | 8.3831 | 0.2830 | 8.7205 | 0.9884 | +| 4.1939 | 282700 | 3.4927 | 0.1894 | 0.0155 | 0.0084 | 8.3562 | 0.2840 | 8.7051 | 0.9882 | +| 4.1953 | 282800 | 2.4965 | 0.1891 | 0.0155 | 0.0084 | 8.3716 | 0.2837 | 8.6875 | 0.9881 | +| 4.1968 | 282900 | 2.5184 | 0.1898 | 0.0155 | 0.0084 | 8.3940 | 0.2820 | 8.7061 | 0.9884 | +| 4.1983 | 283000 | 2.541 | 0.1908 | 0.0155 | 0.0084 | 8.4205 | 0.2815 | 8.7261 | 0.9884 | +| 4.1998 | 283100 | 2.8468 | 0.1908 | 0.0156 | 0.0084 | 8.4062 | 0.2841 | 8.7287 | 0.9885 | +| 4.2013 | 283200 | 2.762 | 0.1913 | 0.0155 | 0.0084 | 8.4356 | 0.2829 | 8.7320 | 0.9886 | +| 4.2028 | 283300 | 2.2064 | 0.1917 | 0.0156 | 0.0085 | 8.4755 | 0.2825 | 8.7523 | 0.9887 | +| 4.2042 | 283400 | 2.637 | 0.1915 | 0.0155 | 0.0085 | 8.4664 | 0.2835 | 8.7644 | 0.9886 | +| 4.2057 | 283500 | 2.7243 | 0.1911 | 0.0156 | 0.0085 | 8.4319 | 0.2838 | 8.7559 | 0.9888 | +| 4.2072 | 283600 | 2.758 | 0.1903 | 0.0156 | 0.0085 | 8.4171 | 0.2842 | 8.7440 | 0.9885 | +| 4.2087 | 283700 | 2.3862 | 0.1904 | 0.0156 | 0.0084 | 8.4311 | 0.2816 | 8.7581 | 0.9886 | +| 4.2102 | 283800 | 2.7903 | 0.1900 | 0.0156 | 0.0084 | 8.4179 | 0.2819 | 8.7475 | 0.9885 | +| 4.2117 | 283900 | 2.5778 | 0.1899 | 0.0155 | 0.0084 | 8.4454 | 0.2801 | 8.7516 | 0.9887 | +| 4.2131 | 284000 | 2.4299 | 0.1901 | 0.0155 | 0.0084 | 8.4580 | 0.2795 | 8.7445 | 0.9886 | +| 4.2146 | 284100 | 2.6772 | 0.1897 | 0.0155 | 0.0084 | 8.4359 | 0.2791 | 8.7365 | 0.9885 | +| 4.2161 | 284200 | 3.4922 | 0.1893 | 0.0156 | 0.0083 | 8.4036 | 0.2818 | 8.7270 | 0.9886 | +| 4.2176 | 284300 | 2.6684 | 0.1891 | 0.0155 | 0.0083 | 8.3874 | 0.2829 | 8.7099 | 0.9885 | +| 4.2191 | 284400 | 2.6975 | 0.1890 | 0.0155 | 0.0083 | 8.3986 | 0.2811 | 8.7278 | 0.9886 | +| 4.2206 | 284500 | 2.6427 | 0.1889 | 0.0154 | 0.0083 | 8.3683 | 0.2804 | 8.7139 | 0.9889 | +| 4.2221 | 284600 | 2.7757 | 0.1891 | 0.0154 | 0.0083 | 8.3766 | 0.2805 | 8.7020 | 0.9887 | +| 4.2235 | 284700 | 2.8862 | 0.1891 | 0.0154 | 0.0082 | 8.3721 | 0.2812 | 8.6944 | 0.9887 | +| 4.2250 | 284800 | 2.6665 | 0.1894 | 0.0154 | 0.0083 | 8.3981 | 0.2792 | 8.7093 | 0.9888 | +| 4.2265 | 284900 | 3.3386 | 0.1895 | 0.0154 | 0.0083 | 8.3671 | 0.2809 | 8.6799 | 0.9885 | +| 4.2280 | 285000 | 2.5717 | 0.1895 | 0.0154 | 0.0082 | 8.3660 | 0.2801 | 8.6644 | 0.9880 | +| 4.2295 | 285100 | 2.4431 | 0.1895 | 0.0153 | 0.0082 | 8.3883 | 0.2791 | 8.6696 | 0.9882 | +| 4.2310 | 285200 | 2.6808 | 0.1891 | 0.0153 | 0.0082 | 8.4086 | 0.2793 | 8.6769 | 0.9882 | +| 4.2324 | 285300 | 2.8127 | 0.1892 | 0.0154 | 0.0081 | 8.4011 | 0.2791 | 8.6815 | 0.9882 | +| 4.2339 | 285400 | 3.1126 | 0.1890 | 0.0154 | 0.0082 | 8.3816 | 0.2801 | 8.6822 | 0.9880 | +| 4.2354 | 285500 | 2.7669 | 0.1887 | 0.0153 | 0.0081 | 8.4057 | 0.2787 | 8.6771 | 0.9881 | +| 4.2369 | 285600 | 2.4264 | 0.1886 | 0.0154 | 0.0080 | 8.4257 | 0.2799 | 8.6841 | 0.9881 | +| 4.2384 | 285700 | 2.7641 | 0.1889 | 0.0155 | 0.0081 | 8.4305 | 0.2810 | 8.6786 | 0.9881 | +| 4.2399 | 285800 | 3.0614 | 0.1892 | 0.0155 | 0.0081 | 8.4255 | 0.2830 | 8.6791 | 0.9879 | +| 4.2413 | 285900 | 2.8661 | 0.1888 | 0.0155 | 0.0081 | 8.4159 | 0.2835 | 8.6668 | 0.9880 | +| 4.2428 | 286000 | 2.6088 | 0.1886 | 0.0155 | 0.0081 | 8.4367 | 0.2825 | 8.6746 | 0.9881 | +| 4.2443 | 286100 | 2.899 | 0.1886 | 0.0156 | 0.0081 | 8.4372 | 0.2818 | 8.6730 | 0.9882 | +| 4.2458 | 286200 | 2.3984 | 0.1886 | 0.0157 | 0.0081 | 8.4411 | 0.2808 | 8.6730 | 0.9881 | +| 4.2473 | 286300 | 2.6694 | 0.1884 | 0.0156 | 0.0080 | 8.4392 | 0.2812 | 8.6679 | 0.9877 | +| 4.2488 | 286400 | 2.8958 | 0.1886 | 0.0155 | 0.0080 | 8.4441 | 0.2812 | 8.6810 | 0.9880 | +| 4.2502 | 286500 | 2.4886 | 0.1883 | 0.0155 | 0.0079 | 8.4473 | 0.2805 | 8.6731 | 0.9881 | +| 4.2517 | 286600 | 2.8272 | 0.1881 | 0.0155 | 0.0079 | 8.4355 | 0.2810 | 8.6806 | 0.9882 | +| 4.2532 | 286700 | 2.6602 | 0.1883 | 0.0154 | 0.0079 | 8.4449 | 0.2815 | 8.6920 | 0.9887 | +| 4.2547 | 286800 | 2.8489 | 0.1883 | 0.0154 | 0.0079 | 8.4353 | 0.2815 | 8.6767 | 0.9884 | +| 4.2562 | 286900 | 2.9161 | 0.1885 | 0.0155 | 0.0079 | 8.4207 | 0.2818 | 8.6626 | 0.9888 | +| 4.2577 | 287000 | 2.745 | 0.1887 | 0.0155 | 0.0079 | 8.4189 | 0.2819 | 8.6654 | 0.9887 | +| 4.2591 | 287100 | 2.2911 | 0.1883 | 0.0155 | 0.0079 | 8.4344 | 0.2808 | 8.6708 | 0.9886 | +| 4.2606 | 287200 | 2.7384 | 0.1882 | 0.0154 | 0.0079 | 8.4387 | 0.2790 | 8.6676 | 0.9888 | +| 4.2621 | 287300 | 3.2281 | 0.1884 | 0.0154 | 0.0079 | 8.4284 | 0.2797 | 8.6698 | 0.9887 | +| 4.2636 | 287400 | 2.4234 | 0.1889 | 0.0155 | 0.0078 | 8.4501 | 0.2788 | 8.6860 | 0.9890 | +| 4.2651 | 287500 | 2.7889 | 0.1886 | 0.0154 | 0.0079 | 8.4735 | 0.2794 | 8.6891 | 0.9891 | +| 4.2666 | 287600 | 2.4768 | 0.1887 | 0.0154 | 0.0077 | 8.4857 | 0.2779 | 8.6829 | 0.9888 | +| 4.2680 | 287700 | 2.6117 | 0.1888 | 0.0154 | 0.0077 | 8.4747 | 0.2779 | 8.6777 | 0.9889 | +| 4.2695 | 287800 | 2.5863 | 0.1891 | 0.0154 | 0.0078 | 8.4881 | 0.2780 | 8.6808 | 0.9888 | +| 4.2710 | 287900 | 2.283 | 0.1894 | 0.0153 | 0.0078 | 8.5099 | 0.2762 | 8.7014 | 0.9886 | +| 4.2725 | 288000 | 2.6903 | 0.1896 | 0.0153 | 0.0078 | 8.5122 | 0.2775 | 8.6913 | 0.9885 | +| 4.2740 | 288100 | 2.3854 | 0.1893 | 0.0153 | 0.0078 | 8.5183 | 0.2774 | 8.7010 | 0.9886 | +| 4.2755 | 288200 | 2.5315 | 0.1894 | 0.0153 | 0.0078 | 8.5324 | 0.2767 | 8.7047 | 0.9886 | +| 4.2769 | 288300 | 2.8851 | 0.1890 | 0.0153 | 0.0078 | 8.5359 | 0.2771 | 8.7038 | 0.9885 | +| 4.2784 | 288400 | 2.37 | 0.1884 | 0.0152 | 0.0079 | 8.5479 | 0.2779 | 8.7080 | 0.9886 | +| 4.2799 | 288500 | 2.6552 | 0.1883 | 0.0153 | 0.0078 | 8.5459 | 0.2771 | 8.7092 | 0.9882 | +| 4.2814 | 288600 | 2.437 | 0.1882 | 0.0153 | 0.0078 | 8.5592 | 0.2770 | 8.7118 | 0.9886 | +| 4.2829 | 288700 | 2.548 | 0.1879 | 0.0153 | 0.0079 | 8.5729 | 0.2767 | 8.7171 | 0.9886 | +| 4.2844 | 288800 | 2.937 | 0.1876 | 0.0152 | 0.0078 | 8.5482 | 0.2767 | 8.6991 | 0.9887 | +| 4.2858 | 288900 | 3.063 | 0.1875 | 0.0153 | 0.0078 | 8.5323 | 0.2778 | 8.6870 | 0.9887 | +| 4.2873 | 289000 | 2.3162 | 0.1877 | 0.0152 | 0.0079 | 8.5496 | 0.2778 | 8.7062 | 0.9887 | +| 4.2888 | 289100 | 2.4836 | 0.1880 | 0.0152 | 0.0079 | 8.5570 | 0.2769 | 8.7240 | 0.9887 | +| 4.2903 | 289200 | 2.5838 | 0.1878 | 0.0153 | 0.0079 | 8.5427 | 0.2772 | 8.7189 | 0.9884 | +| 4.2918 | 289300 | 2.3149 | 0.1876 | 0.0153 | 0.0079 | 8.5528 | 0.2773 | 8.7119 | 0.9886 | +| 4.2933 | 289400 | 2.6373 | 0.1872 | 0.0152 | 0.0080 | 8.5485 | 0.2761 | 8.7083 | 0.9885 | +| 4.2947 | 289500 | 2.9383 | 0.1871 | 0.0153 | 0.0080 | 8.5414 | 0.2759 | 8.7022 | 0.9886 | +| 4.2962 | 289600 | 2.6256 | 0.1869 | 0.0154 | 0.0080 | 8.5408 | 0.2763 | 8.7010 | 0.9882 | +| 4.2977 | 289700 | 2.5976 | 0.1873 | 0.0154 | 0.0080 | 8.5421 | 0.2751 | 8.7122 | 0.9882 | +| 4.2992 | 289800 | 2.6416 | 0.1876 | 0.0154 | 0.0079 | 8.5489 | 0.2749 | 8.7165 | 0.9886 | +| 4.3007 | 289900 | 2.9373 | 0.1877 | 0.0154 | 0.0080 | 8.5485 | 0.2744 | 8.7284 | 0.9887 | +| 4.3022 | 290000 | 2.2851 | 0.1878 | 0.0155 | 0.0080 | 8.5455 | 0.2752 | 8.7195 | 0.9884 | +| 4.3036 | 290100 | 2.3339 | 0.1877 | 0.0154 | 0.0080 | 8.5500 | 0.2741 | 8.7107 | 0.9886 | +| 4.3051 | 290200 | 2.7461 | 0.1871 | 0.0154 | 0.0080 | 8.5179 | 0.2760 | 8.6867 | 0.9882 | +| 4.3066 | 290300 | 2.5059 | 0.1872 | 0.0155 | 0.0080 | 8.5300 | 0.2775 | 8.6894 | 0.9882 | +| 4.3081 | 290400 | 2.8044 | 0.1870 | 0.0154 | 0.0080 | 8.5296 | 0.2784 | 8.6911 | 0.9884 | +| 4.3096 | 290500 | 2.827 | 0.1869 | 0.0154 | 0.0080 | 8.5200 | 0.2808 | 8.6762 | 0.9882 | +| 4.3111 | 290600 | 2.6002 | 0.1871 | 0.0154 | 0.0080 | 8.5158 | 0.2819 | 8.6633 | 0.9886 | +| 4.3125 | 290700 | 2.8519 | 0.1871 | 0.0153 | 0.0080 | 8.5085 | 0.2811 | 8.6677 | 0.9888 | +| 4.3140 | 290800 | 2.2067 | 0.1868 | 0.0153 | 0.0079 | 8.5063 | 0.2797 | 8.6731 | 0.9888 | +| 4.3155 | 290900 | 2.9684 | 0.1866 | 0.0154 | 0.0080 | 8.5081 | 0.2783 | 8.6744 | 0.9887 | +| 4.3170 | 291000 | 2.9479 | 0.1864 | 0.0153 | 0.0079 | 8.4969 | 0.2779 | 8.6713 | 0.9888 | +| 4.3185 | 291100 | 2.222 | 0.1870 | 0.0154 | 0.0079 | 8.5044 | 0.2766 | 8.6783 | 0.9884 | +| 4.3200 | 291200 | 2.2793 | 0.1875 | 0.0154 | 0.0079 | 8.5341 | 0.2747 | 8.6903 | 0.9885 | +| 4.3214 | 291300 | 2.4765 | 0.1870 | 0.0154 | 0.0079 | 8.5317 | 0.2754 | 8.6801 | 0.9888 | +| 4.3229 | 291400 | 2.564 | 0.1872 | 0.0154 | 0.0078 | 8.5340 | 0.2764 | 8.6755 | 0.9889 | +| 4.3244 | 291500 | 2.3149 | 0.1872 | 0.0153 | 0.0079 | 8.5281 | 0.2780 | 8.6713 | 0.9888 | +| 4.3259 | 291600 | 3.0652 | 0.1872 | 0.0153 | 0.0079 | 8.5093 | 0.2789 | 8.6520 | 0.9888 | +| 4.3274 | 291700 | 2.4164 | 0.1867 | 0.0153 | 0.0079 | 8.5172 | 0.2790 | 8.6553 | 0.9886 | +| 4.3289 | 291800 | 2.7235 | 0.1867 | 0.0153 | 0.0079 | 8.5217 | 0.2783 | 8.6606 | 0.9888 | +| 4.3303 | 291900 | 2.2705 | 0.1868 | 0.0153 | 0.0080 | 8.5486 | 0.2776 | 8.6726 | 0.9886 | +| 4.3318 | 292000 | 2.5482 | 0.1868 | 0.0152 | 0.0079 | 8.5709 | 0.2773 | 8.6855 | 0.9888 | +| 4.3333 | 292100 | 2.4169 | 0.1872 | 0.0152 | 0.0079 | 8.5650 | 0.2754 | 8.6967 | 0.9886 | +| 4.3348 | 292200 | 2.4444 | 0.1868 | 0.0151 | 0.0079 | 8.5846 | 0.2754 | 8.7018 | 0.9886 | +| 4.3363 | 292300 | 2.8501 | 0.1866 | 0.0152 | 0.0079 | 8.5786 | 0.2750 | 8.7024 | 0.9887 | +| 4.3378 | 292400 | 2.6827 | 0.1866 | 0.0153 | 0.0079 | 8.5715 | 0.2758 | 8.6914 | 0.9885 | +| 4.3392 | 292500 | 2.6537 | 0.1865 | 0.0153 | 0.0079 | 8.5779 | 0.2771 | 8.6891 | 0.9886 | +| 4.3407 | 292600 | 2.808 | 0.1863 | 0.0153 | 0.0079 | 8.5737 | 0.2779 | 8.6832 | 0.9885 | +| 4.3422 | 292700 | 2.6242 | 0.1864 | 0.0153 | 0.0080 | 8.5824 | 0.2776 | 8.6809 | 0.9884 | +| 4.3437 | 292800 | 2.7737 | 0.1867 | 0.0153 | 0.0080 | 8.5874 | 0.2775 | 8.6905 | 0.9881 | +| 4.3452 | 292900 | 2.8787 | 0.1871 | 0.0154 | 0.0080 | 8.5867 | 0.2793 | 8.6981 | 0.9885 | +| 4.3467 | 293000 | 2.5897 | 0.1874 | 0.0154 | 0.0081 | 8.5866 | 0.2794 | 8.7025 | 0.9884 | +| 4.3481 | 293100 | 2.4203 | 0.1868 | 0.0154 | 0.0081 | 8.6001 | 0.2785 | 8.7157 | 0.9887 | +| 4.3496 | 293200 | 2.1029 | 0.1869 | 0.0154 | 0.0081 | 8.5969 | 0.2773 | 8.7281 | 0.9887 | +| 4.3511 | 293300 | 2.6096 | 0.1868 | 0.0154 | 0.0081 | 8.5970 | 0.2779 | 8.7216 | 0.9886 | +| 4.3526 | 293400 | 2.8182 | 0.1868 | 0.0154 | 0.0080 | 8.5902 | 0.2800 | 8.7189 | 0.9887 | +| 4.3541 | 293500 | 2.3547 | 0.1869 | 0.0154 | 0.0080 | 8.5949 | 0.2798 | 8.7221 | 0.9886 | +| 4.3556 | 293600 | 2.0016 | 0.1869 | 0.0152 | 0.0080 | 8.6030 | 0.2767 | 8.7257 | 0.9886 | +| 4.3570 | 293700 | 2.3885 | 0.1868 | 0.0152 | 0.0080 | 8.6052 | 0.2759 | 8.7232 | 0.9887 | +| 4.3585 | 293800 | 2.7182 | 0.1866 | 0.0152 | 0.0080 | 8.6023 | 0.2761 | 8.7071 | 0.9886 | +| 4.3600 | 293900 | 2.8166 | 0.1859 | 0.0152 | 0.0080 | 8.5929 | 0.2764 | 8.6986 | 0.9886 | +| 4.3615 | 294000 | 3.2394 | 0.1858 | 0.0152 | 0.0080 | 8.5821 | 0.2775 | 8.6838 | 0.9884 | +| 4.3630 | 294100 | 2.2814 | 0.1860 | 0.0151 | 0.0081 | 8.5823 | 0.2760 | 8.6888 | 0.9886 | +| 4.3645 | 294200 | 2.5717 | 0.1859 | 0.0152 | 0.0080 | 8.5560 | 0.2749 | 8.6773 | 0.9886 | +| 4.3660 | 294300 | 3.2454 | 0.1857 | 0.0152 | 0.0081 | 8.5456 | 0.2765 | 8.6740 | 0.9886 | +| 4.3674 | 294400 | 3.1494 | 0.1858 | 0.0153 | 0.0081 | 8.5442 | 0.2777 | 8.6759 | 0.9886 | +| 4.3689 | 294500 | 2.6815 | 0.1858 | 0.0153 | 0.0081 | 8.5495 | 0.2785 | 8.6741 | 0.9888 | +| 4.3704 | 294600 | 2.7338 | 0.1861 | 0.0153 | 0.0082 | 8.5553 | 0.2762 | 8.6981 | 0.9885 | +| 4.3719 | 294700 | 2.1922 | 0.1857 | 0.0153 | 0.0081 | 8.5498 | 0.2745 | 8.7068 | 0.9884 | +| 4.3734 | 294800 | 2.8775 | 0.1854 | 0.0153 | 0.0081 | 8.5362 | 0.2744 | 8.6921 | 0.9882 | +| 4.3749 | 294900 | 2.4536 | 0.1856 | 0.0153 | 0.0081 | 8.5316 | 0.2737 | 8.6970 | 0.9885 | +| 4.3763 | 295000 | 2.8428 | 0.1859 | 0.0154 | 0.0081 | 8.5193 | 0.2738 | 8.7040 | 0.9886 | +| 4.3778 | 295100 | 2.704 | 0.1861 | 0.0153 | 0.0081 | 8.5084 | 0.2737 | 8.7024 | 0.9885 | +| 4.3793 | 295200 | 2.6763 | 0.1861 | 0.0153 | 0.0081 | 8.4967 | 0.2744 | 8.6946 | 0.9887 | +| 4.3808 | 295300 | 2.3235 | 0.1859 | 0.0153 | 0.0081 | 8.5105 | 0.2748 | 8.6976 | 0.9886 | +| 4.3823 | 295400 | 2.6993 | 0.1861 | 0.0153 | 0.0081 | 8.5281 | 0.2769 | 8.6946 | 0.9886 | +| 4.3838 | 295500 | 2.8211 | 0.1862 | 0.0154 | 0.0081 | 8.5331 | 0.2785 | 8.6949 | 0.9887 | +| 4.3852 | 295600 | 2.3527 | 0.1863 | 0.0154 | 0.0081 | 8.5454 | 0.2775 | 8.6957 | 0.9887 | +| 4.3867 | 295700 | 2.9004 | 0.1861 | 0.0154 | 0.0081 | 8.5421 | 0.2767 | 8.6997 | 0.9887 | +| 4.3882 | 295800 | 2.205 | 0.1862 | 0.0154 | 0.0081 | 8.5678 | 0.2762 | 8.7233 | 0.9888 | +| 4.3897 | 295900 | 2.4104 | 0.1862 | 0.0155 | 0.0081 | 8.5595 | 0.2754 | 8.7327 | 0.9886 | +| 4.3912 | 296000 | 2.2556 | 0.1858 | 0.0154 | 0.0081 | 8.5517 | 0.2751 | 8.7357 | 0.9885 | +| 4.3927 | 296100 | 2.5477 | 0.1854 | 0.0154 | 0.0082 | 8.5546 | 0.2756 | 8.7369 | 0.9885 | +| 4.3941 | 296200 | 2.1995 | 0.1856 | 0.0154 | 0.0081 | 8.5622 | 0.2750 | 8.7404 | 0.9886 | +| 4.3956 | 296300 | 2.7987 | 0.1855 | 0.0154 | 0.0081 | 8.5525 | 0.2748 | 8.7324 | 0.9885 | +| 4.3971 | 296400 | 2.9671 | 0.1855 | 0.0154 | 0.0081 | 8.5450 | 0.2762 | 8.7341 | 0.9886 | +| 4.3986 | 296500 | 3.0947 | 0.1853 | 0.0154 | 0.0081 | 8.5436 | 0.2774 | 8.7264 | 0.9887 | +| 4.4001 | 296600 | 2.7784 | 0.1855 | 0.0154 | 0.0081 | 8.5382 | 0.2777 | 8.7167 | 0.9890 | +| 4.4016 | 296700 | 2.8175 | 0.1851 | 0.0154 | 0.0082 | 8.5128 | 0.2776 | 8.6885 | 0.9886 | +| 4.4030 | 296800 | 3.0374 | 0.1853 | 0.0154 | 0.0081 | 8.5022 | 0.2788 | 8.6952 | 0.9886 | +| 4.4045 | 296900 | 2.565 | 0.1857 | 0.0154 | 0.0081 | 8.5120 | 0.2783 | 8.7081 | 0.9885 | +| 4.4060 | 297000 | 3.1813 | 0.1856 | 0.0155 | 0.0081 | 8.5197 | 0.2778 | 8.7069 | 0.9887 | +| 4.4075 | 297100 | 2.4844 | 0.1862 | 0.0155 | 0.0081 | 8.5342 | 0.2785 | 8.7133 | 0.9888 | +| 4.4090 | 297200 | 2.6385 | 0.1865 | 0.0155 | 0.0081 | 8.5359 | 0.2774 | 8.7276 | 0.9889 | +| 4.4105 | 297300 | 2.3609 | 0.1869 | 0.0155 | 0.0081 | 8.5449 | 0.2769 | 8.7364 | 0.9889 | +| 4.4119 | 297400 | 2.655 | 0.1869 | 0.0154 | 0.0081 | 8.5426 | 0.2780 | 8.7360 | 0.9889 | +| 4.4134 | 297500 | 2.5031 | 0.1869 | 0.0155 | 0.0081 | 8.5397 | 0.2764 | 8.7377 | 0.9888 | +| 4.4149 | 297600 | 2.4633 | 0.1867 | 0.0155 | 0.0080 | 8.5460 | 0.2763 | 8.7361 | 0.9888 | +| 4.4164 | 297700 | 2.7821 | 0.1862 | 0.0155 | 0.0080 | 8.5487 | 0.2768 | 8.7351 | 0.9888 | +| 4.4179 | 297800 | 2.353 | 0.1861 | 0.0155 | 0.0081 | 8.5590 | 0.2761 | 8.7502 | 0.9891 | +| 4.4194 | 297900 | 2.6561 | 0.1862 | 0.0154 | 0.0081 | 8.5538 | 0.2772 | 8.7457 | 0.9889 | +| 4.4208 | 298000 | 2.7688 | 0.1860 | 0.0154 | 0.0081 | 8.5595 | 0.2763 | 8.7576 | 0.9889 | +| 4.4223 | 298100 | 2.3817 | 0.1860 | 0.0153 | 0.0081 | 8.5802 | 0.2752 | 8.7689 | 0.9891 | +| 4.4238 | 298200 | 2.6659 | 0.1860 | 0.0153 | 0.0081 | 8.5708 | 0.2745 | 8.7792 | 0.9892 | +| 4.4253 | 298300 | 2.3909 | 0.1861 | 0.0154 | 0.0080 | 8.5884 | 0.2745 | 8.7718 | 0.9891 | +| 4.4268 | 298400 | 2.6204 | 0.1863 | 0.0153 | 0.0081 | 8.5865 | 0.2746 | 8.7704 | 0.9891 | +| 4.4283 | 298500 | 2.3932 | 0.1861 | 0.0153 | 0.0081 | 8.5784 | 0.2736 | 8.7758 | 0.9890 | +| 4.4297 | 298600 | 2.5938 | 0.1860 | 0.0153 | 0.0081 | 8.5738 | 0.2734 | 8.7675 | 0.9891 | +| 4.4312 | 298700 | 2.5833 | 0.1858 | 0.0154 | 0.0080 | 8.5738 | 0.2729 | 8.7709 | 0.9893 | +| 4.4327 | 298800 | 2.8628 | 0.1859 | 0.0153 | 0.0081 | 8.5761 | 0.2721 | 8.7743 | 0.9890 | +| 4.4342 | 298900 | 2.6936 | 0.1858 | 0.0153 | 0.0081 | 8.5926 | 0.2709 | 8.7834 | 0.9890 | +| 4.4357 | 299000 | 2.7536 | 0.1857 | 0.0153 | 0.0081 | 8.5906 | 0.2713 | 8.7731 | 0.9892 | +| 4.4372 | 299100 | 1.8952 | 0.1856 | 0.0154 | 0.0082 | 8.6019 | 0.2703 | 8.7805 | 0.9890 | +| 4.4386 | 299200 | 2.2192 | 0.1859 | 0.0153 | 0.0081 | 8.6258 | 0.2706 | 8.7949 | 0.9888 | +| 4.4401 | 299300 | 2.5439 | 0.1861 | 0.0154 | 0.0081 | 8.6123 | 0.2719 | 8.7859 | 0.9889 | +| 4.4416 | 299400 | 2.9441 | 0.1858 | 0.0154 | 0.0081 | 8.6135 | 0.2726 | 8.7807 | 0.9888 | +| 4.4431 | 299500 | 2.5052 | 0.1858 | 0.0154 | 0.0081 | 8.6063 | 0.2720 | 8.7792 | 0.9886 | +| 4.4446 | 299600 | 2.73 | 0.1857 | 0.0154 | 0.0081 | 8.6207 | 0.2730 | 8.7750 | 0.9885 | +| 4.4461 | 299700 | 2.9284 | 0.1855 | 0.0153 | 0.0081 | 8.6284 | 0.2727 | 8.7746 | 0.9886 | +| 4.4475 | 299800 | 2.1672 | 0.1859 | 0.0153 | 0.0081 | 8.6445 | 0.2731 | 8.7871 | 0.9887 | +| 4.4490 | 299900 | 2.2943 | 0.1860 | 0.0154 | 0.0080 | 8.6597 | 0.2736 | 8.7922 | 0.9887 | +| 4.4505 | 300000 | 2.5916 | 0.1858 | 0.0154 | 0.0080 | 8.6525 | 0.2737 | 8.7953 | 0.9888 | +| 4.4520 | 300100 | 2.6781 | 0.1859 | 0.0155 | 0.0080 | 8.6657 | 0.2749 | 8.7885 | 0.9885 | +| 4.4535 | 300200 | 3.0128 | 0.1858 | 0.0155 | 0.0081 | 8.6412 | 0.2741 | 8.7780 | 0.9885 | +| 4.4550 | 300300 | 2.1453 | 0.1860 | 0.0155 | 0.0081 | 8.6424 | 0.2731 | 8.7883 | 0.9886 | +| 4.4564 | 300400 | 3.1201 | 0.1859 | 0.0154 | 0.0081 | 8.6393 | 0.2743 | 8.7861 | 0.9887 | +| 4.4579 | 300500 | 2.4762 | 0.1855 | 0.0154 | 0.0081 | 8.6241 | 0.2729 | 8.7906 | 0.9887 | +| 4.4594 | 300600 | 2.6383 | 0.1855 | 0.0154 | 0.0081 | 8.6350 | 0.2725 | 8.7883 | 0.9887 | +| 4.4609 | 300700 | 2.234 | 0.1859 | 0.0154 | 0.0081 | 8.6435 | 0.2726 | 8.7893 | 0.9888 | +| 4.4624 | 300800 | 2.321 | 0.1857 | 0.0155 | 0.0081 | 8.6573 | 0.2726 | 8.7883 | 0.9888 | +| 4.4639 | 300900 | 2.654 | 0.1857 | 0.0155 | 0.0081 | 8.6576 | 0.2729 | 8.7907 | 0.9885 | +| 4.4653 | 301000 | 2.6589 | 0.1861 | 0.0155 | 0.0081 | 8.6669 | 0.2727 | 8.7880 | 0.9884 | +| 4.4668 | 301100 | 2.298 | 0.1863 | 0.0156 | 0.0081 | 8.6679 | 0.2734 | 8.7883 | 0.9882 | +| 4.4683 | 301200 | 2.4636 | 0.1863 | 0.0156 | 0.0081 | 8.6640 | 0.2735 | 8.7878 | 0.9884 | +| 4.4698 | 301300 | 2.6477 | 0.1864 | 0.0156 | 0.0081 | 8.6617 | 0.2735 | 8.7884 | 0.9886 | +| 4.4713 | 301400 | 2.8685 | 0.1865 | 0.0156 | 0.0081 | 8.6496 | 0.2736 | 8.7825 | 0.9886 | +| 4.4728 | 301500 | 2.5518 | 0.1863 | 0.0156 | 0.0082 | 8.6457 | 0.2734 | 8.7784 | 0.9880 | +| 4.4742 | 301600 | 3.0043 | 0.1864 | 0.0156 | 0.0081 | 8.6458 | 0.2738 | 8.7733 | 0.9880 | +| 4.4757 | 301700 | 2.1916 | 0.1866 | 0.0156 | 0.0082 | 8.6595 | 0.2732 | 8.7727 | 0.9880 | +| 4.4772 | 301800 | 2.4208 | 0.1866 | 0.0156 | 0.0082 | 8.6569 | 0.2735 | 8.7638 | 0.9881 | +| 4.4787 | 301900 | 2.6779 | 0.1865 | 0.0156 | 0.0082 | 8.6472 | 0.2752 | 8.7609 | 0.9881 | +| 4.4802 | 302000 | 2.544 | 0.1863 | 0.0157 | 0.0082 | 8.6415 | 0.2740 | 8.7607 | 0.9880 | +| 4.4817 | 302100 | 2.7573 | 0.1860 | 0.0157 | 0.0082 | 8.6267 | 0.2734 | 8.7545 | 0.9882 | +| 4.4831 | 302200 | 2.5949 | 0.1860 | 0.0157 | 0.0082 | 8.6205 | 0.2734 | 8.7390 | 0.9879 | +| 4.4846 | 302300 | 2.5758 | 0.1857 | 0.0157 | 0.0081 | 8.6076 | 0.2738 | 8.7296 | 0.9882 | +| 4.4861 | 302400 | 2.5477 | 0.1856 | 0.0157 | 0.0081 | 8.5950 | 0.2730 | 8.7162 | 0.9880 | +| 4.4876 | 302500 | 2.1429 | 0.1858 | 0.0157 | 0.0082 | 8.6008 | 0.2728 | 8.7308 | 0.9878 | +| 4.4891 | 302600 | 2.0795 | 0.1859 | 0.0157 | 0.0081 | 8.6071 | 0.2724 | 8.7460 | 0.9879 | +| 4.4906 | 302700 | 2.6943 | 0.1860 | 0.0157 | 0.0082 | 8.6153 | 0.2723 | 8.7487 | 0.9878 | +| 4.4920 | 302800 | 2.7462 | 0.1861 | 0.0158 | 0.0081 | 8.6105 | 0.2724 | 8.7478 | 0.9881 | +| 4.4935 | 302900 | 2.5027 | 0.1862 | 0.0157 | 0.0081 | 8.6072 | 0.2724 | 8.7515 | 0.9879 | +| 4.4950 | 303000 | 2.8927 | 0.1859 | 0.0158 | 0.0082 | 8.6078 | 0.2727 | 8.7509 | 0.9879 | +| 4.4965 | 303100 | 2.7024 | 0.1861 | 0.0158 | 0.0082 | 8.6228 | 0.2738 | 8.7493 | 0.9879 | +| 4.4980 | 303200 | 2.3028 | 0.1860 | 0.0158 | 0.0081 | 8.6242 | 0.2740 | 8.7512 | 0.9878 | +| 4.4995 | 303300 | 1.574 | 0.1861 | 0.0158 | 0.0081 | 8.6473 | 0.2724 | 8.7790 | 0.9878 | +| 4.5009 | 303400 | 2.4472 | 0.1860 | 0.0159 | 0.0081 | 8.6548 | 0.2723 | 8.7879 | 0.9877 | +| 4.5024 | 303500 | 2.3832 | 0.1861 | 0.0159 | 0.0081 | 8.6615 | 0.2719 | 8.7915 | 0.9878 | +| 4.5039 | 303600 | 2.8251 | 0.1858 | 0.0159 | 0.0081 | 8.6551 | 0.2724 | 8.7871 | 0.9879 | +| 4.5054 | 303700 | 2.2686 | 0.1860 | 0.0159 | 0.0081 | 8.6507 | 0.2718 | 8.7857 | 0.9878 | +| 4.5069 | 303800 | 2.111 | 0.1860 | 0.0159 | 0.0081 | 8.6426 | 0.2718 | 8.7825 | 0.9877 | +| 4.5084 | 303900 | 2.5712 | 0.1860 | 0.0159 | 0.0081 | 8.6490 | 0.2717 | 8.7881 | 0.9879 | +| 4.5099 | 304000 | 2.3177 | 0.1861 | 0.0159 | 0.0081 | 8.6579 | 0.2726 | 8.7963 | 0.9879 | +| 4.5113 | 304100 | 2.1499 | 0.1860 | 0.0158 | 0.0081 | 8.6601 | 0.2717 | 8.8013 | 0.9880 | +| 4.5128 | 304200 | 2.9126 | 0.1858 | 0.0159 | 0.0081 | 8.6524 | 0.2722 | 8.8010 | 0.9879 | +| 4.5143 | 304300 | 2.4959 | 0.1860 | 0.0158 | 0.0080 | 8.6542 | 0.2729 | 8.7963 | 0.9881 | +| 4.5158 | 304400 | 2.6352 | 0.1858 | 0.0158 | 0.0080 | 8.6494 | 0.2722 | 8.7938 | 0.9882 | +| 4.5173 | 304500 | 3.29 | 0.1857 | 0.0157 | 0.0080 | 8.6397 | 0.2721 | 8.7784 | 0.9882 | +| 4.5188 | 304600 | 2.7644 | 0.1857 | 0.0157 | 0.0080 | 8.6359 | 0.2725 | 8.7728 | 0.9884 | +| 4.5202 | 304700 | 2.8207 | 0.1854 | 0.0157 | 0.0080 | 8.6160 | 0.2732 | 8.7606 | 0.9881 | +| 4.5217 | 304800 | 2.9577 | 0.1855 | 0.0157 | 0.0080 | 8.6053 | 0.2730 | 8.7526 | 0.9881 | +| 4.5232 | 304900 | 2.2485 | 0.1854 | 0.0156 | 0.0080 | 8.6099 | 0.2714 | 8.7626 | 0.9881 | +| 4.5247 | 305000 | 2.6075 | 0.1855 | 0.0156 | 0.0080 | 8.6101 | 0.2710 | 8.7680 | 0.9880 | +| 4.5262 | 305100 | 2.4653 | 0.1853 | 0.0156 | 0.0079 | 8.6088 | 0.2711 | 8.7648 | 0.9881 | +| 4.5277 | 305200 | 2.3922 | 0.1853 | 0.0156 | 0.0079 | 8.6085 | 0.2703 | 8.7741 | 0.9882 | +| 4.5291 | 305300 | 2.1763 | 0.1853 | 0.0156 | 0.0079 | 8.6057 | 0.2698 | 8.7701 | 0.9885 | +| 4.5306 | 305400 | 2.4849 | 0.1853 | 0.0155 | 0.0079 | 8.6151 | 0.2688 | 8.7697 | 0.9881 | +| 4.5321 | 305500 | 2.9844 | 0.1851 | 0.0155 | 0.0079 | 8.5915 | 0.2694 | 8.7521 | 0.9881 | +| 4.5336 | 305600 | 2.6837 | 0.1852 | 0.0155 | 0.0079 | 8.6029 | 0.2697 | 8.7522 | 0.9881 | +| 4.5351 | 305700 | 2.5357 | 0.1850 | 0.0155 | 0.0079 | 8.5853 | 0.2701 | 8.7520 | 0.9881 | +| 4.5366 | 305800 | 2.777 | 0.1851 | 0.0154 | 0.0079 | 8.5828 | 0.2709 | 8.7434 | 0.9882 | +| 4.5380 | 305900 | 2.024 | 0.1850 | 0.0154 | 0.0080 | 8.5794 | 0.2702 | 8.7460 | 0.9882 | +| 4.5395 | 306000 | 2.9528 | 0.1849 | 0.0154 | 0.0080 | 8.5731 | 0.2694 | 8.7482 | 0.9884 | +| 4.5410 | 306100 | 2.6017 | 0.1847 | 0.0154 | 0.0080 | 8.5610 | 0.2689 | 8.7498 | 0.9882 | +| 4.5425 | 306200 | 2.2922 | 0.1847 | 0.0154 | 0.0081 | 8.5639 | 0.2685 | 8.7534 | 0.9880 | +| 4.5440 | 306300 | 2.7198 | 0.1850 | 0.0154 | 0.0081 | 8.5682 | 0.2688 | 8.7614 | 0.9881 | +| 4.5455 | 306400 | 2.0049 | 0.1850 | 0.0154 | 0.0081 | 8.5844 | 0.2692 | 8.7681 | 0.9881 | +| 4.5469 | 306500 | 2.5835 | 0.1851 | 0.0155 | 0.0081 | 8.5888 | 0.2694 | 8.7677 | 0.9881 | +| 4.5484 | 306600 | 2.3959 | 0.1853 | 0.0154 | 0.0081 | 8.5850 | 0.2696 | 8.7676 | 0.9879 | +| 4.5499 | 306700 | 2.6749 | 0.1854 | 0.0154 | 0.0081 | 8.5917 | 0.2704 | 8.7585 | 0.9880 | +| 4.5514 | 306800 | 2.7841 | 0.1853 | 0.0154 | 0.0081 | 8.5799 | 0.2704 | 8.7531 | 0.9880 | +| 4.5529 | 306900 | 2.3718 | 0.1854 | 0.0154 | 0.0081 | 8.5772 | 0.2707 | 8.7483 | 0.9880 | +| 4.5544 | 307000 | 3.0712 | 0.1851 | 0.0154 | 0.0081 | 8.5627 | 0.2703 | 8.7430 | 0.9881 | +| 4.5558 | 307100 | 2.7682 | 0.1851 | 0.0154 | 0.0081 | 8.5570 | 0.2704 | 8.7435 | 0.9881 | +| 4.5573 | 307200 | 3.0426 | 0.1851 | 0.0154 | 0.0081 | 8.5593 | 0.2712 | 8.7335 | 0.9881 | +| 4.5588 | 307300 | 2.6881 | 0.1851 | 0.0154 | 0.0081 | 8.5709 | 0.2721 | 8.7320 | 0.9880 | +| 4.5603 | 307400 | 2.3116 | 0.1852 | 0.0155 | 0.0082 | 8.5706 | 0.2725 | 8.7274 | 0.9881 | +| 4.5618 | 307500 | 2.289 | 0.1851 | 0.0154 | 0.0081 | 8.5655 | 0.2721 | 8.7251 | 0.9882 | +| 4.5633 | 307600 | 2.4843 | 0.1852 | 0.0154 | 0.0081 | 8.5755 | 0.2719 | 8.7274 | 0.9881 | +| 4.5647 | 307700 | 1.9517 | 0.1853 | 0.0154 | 0.0081 | 8.5700 | 0.2718 | 8.7341 | 0.9881 | +| 4.5662 | 307800 | 2.6658 | 0.1853 | 0.0154 | 0.0081 | 8.5757 | 0.2718 | 8.7330 | 0.9881 | +| 4.5677 | 307900 | 2.7277 | 0.1853 | 0.0153 | 0.0081 | 8.5746 | 0.2717 | 8.7381 | 0.9881 | +| 4.5692 | 308000 | 2.4869 | 0.1853 | 0.0153 | 0.0081 | 8.5709 | 0.2710 | 8.7336 | 0.9881 | +| 4.5707 | 308100 | 2.7263 | 0.1850 | 0.0153 | 0.0081 | 8.5602 | 0.2717 | 8.7247 | 0.9880 | +| 4.5722 | 308200 | 2.9012 | 0.1851 | 0.0153 | 0.0081 | 8.5511 | 0.2725 | 8.7078 | 0.9882 | +| 4.5736 | 308300 | 2.9456 | 0.1852 | 0.0153 | 0.0080 | 8.5462 | 0.2730 | 8.7072 | 0.9880 | +| 4.5751 | 308400 | 2.6643 | 0.1852 | 0.0153 | 0.0081 | 8.5542 | 0.2723 | 8.7054 | 0.9881 | +| 4.5766 | 308500 | 2.7178 | 0.1853 | 0.0153 | 0.0080 | 8.5614 | 0.2718 | 8.7106 | 0.9881 | +| 4.5781 | 308600 | 2.7389 | 0.1854 | 0.0152 | 0.0080 | 8.5688 | 0.2723 | 8.7078 | 0.9882 | +| 4.5796 | 308700 | 2.3316 | 0.1854 | 0.0152 | 0.0080 | 8.5703 | 0.2726 | 8.7072 | 0.9882 | +| 4.5811 | 308800 | 2.5711 | 0.1855 | 0.0152 | 0.0080 | 8.5797 | 0.2730 | 8.7084 | 0.9880 | +| 4.5825 | 308900 | 2.7991 | 0.1853 | 0.0152 | 0.0080 | 8.5849 | 0.2737 | 8.7060 | 0.9881 | +| 4.5840 | 309000 | 2.2985 | 0.1852 | 0.0153 | 0.0080 | 8.5941 | 0.2733 | 8.6999 | 0.9882 | +| 4.5855 | 309100 | 2.3932 | 0.1850 | 0.0152 | 0.0081 | 8.6085 | 0.2716 | 8.7092 | 0.9884 | +| 4.5870 | 309200 | 2.5149 | 0.1850 | 0.0152 | 0.0081 | 8.6082 | 0.2692 | 8.7201 | 0.9882 | +| 4.5885 | 309300 | 2.3917 | 0.1850 | 0.0152 | 0.0082 | 8.6108 | 0.2681 | 8.7136 | 0.9882 | +| 4.5900 | 309400 | 2.5802 | 0.1847 | 0.0152 | 0.0082 | 8.6186 | 0.2670 | 8.7123 | 0.9884 | +| 4.5914 | 309500 | 3.198 | 0.1847 | 0.0152 | 0.0083 | 8.6181 | 0.2655 | 8.7099 | 0.9885 | +| 4.5929 | 309600 | 2.958 | 0.1846 | 0.0152 | 0.0083 | 8.6179 | 0.2650 | 8.6865 | 0.9885 | +| 4.5944 | 309700 | 2.5092 | 0.1848 | 0.0152 | 0.0083 | 8.6243 | 0.2646 | 8.6845 | 0.9884 | +| 4.5959 | 309800 | 2.7739 | 0.1848 | 0.0152 | 0.0084 | 8.6214 | 0.2646 | 8.6671 | 0.9882 | +| 4.5974 | 309900 | 2.75 | 0.1849 | 0.0152 | 0.0084 | 8.6235 | 0.2643 | 8.6560 | 0.9885 | +| 4.5989 | 310000 | 3.1691 | 0.1851 | 0.0152 | 0.0085 | 8.6217 | 0.2643 | 8.6386 | 0.9882 | +| 4.6003 | 310100 | 2.7204 | 0.1851 | 0.0151 | 0.0085 | 8.6151 | 0.2645 | 8.6240 | 0.9880 | +| 4.6018 | 310200 | 3.0095 | 0.1854 | 0.0152 | 0.0085 | 8.6078 | 0.2648 | 8.6078 | 0.9881 | +| 4.6033 | 310300 | 2.8242 | 0.1855 | 0.0151 | 0.0085 | 8.5920 | 0.2644 | 8.5974 | 0.9879 | +| 4.6048 | 310400 | 2.3675 | 0.1858 | 0.0151 | 0.0085 | 8.5895 | 0.2642 | 8.5829 | 0.9880 | +| 4.6063 | 310500 | 2.5665 | 0.1857 | 0.0151 | 0.0085 | 8.5931 | 0.2638 | 8.5787 | 0.9881 | +| 4.6078 | 310600 | 2.666 | 0.1857 | 0.0151 | 0.0085 | 8.6008 | 0.2638 | 8.5851 | 0.9880 | +| 4.6092 | 310700 | 2.853 | 0.1856 | 0.0151 | 0.0085 | 8.5967 | 0.2642 | 8.5678 | 0.9881 | +| 4.6107 | 310800 | 2.5828 | 0.1858 | 0.0150 | 0.0085 | 8.6034 | 0.2647 | 8.5695 | 0.9882 | +| 4.6122 | 310900 | 2.4938 | 0.1857 | 0.0150 | 0.0085 | 8.6146 | 0.2645 | 8.5790 | 0.9884 | +| 4.6137 | 311000 | 2.7112 | 0.1857 | 0.0150 | 0.0085 | 8.6149 | 0.2645 | 8.5742 | 0.9884 | +| 4.6152 | 311100 | 2.2042 | 0.1856 | 0.0151 | 0.0085 | 8.6265 | 0.2642 | 8.5853 | 0.9884 | +| 4.6167 | 311200 | 2.3619 | 0.1855 | 0.0151 | 0.0086 | 8.6365 | 0.2642 | 8.5951 | 0.9884 | +| 4.6181 | 311300 | 2.7182 | 0.1854 | 0.0150 | 0.0086 | 8.6326 | 0.2640 | 8.6049 | 0.9886 | +| 4.6196 | 311400 | 2.4111 | 0.1854 | 0.0151 | 0.0086 | 8.6291 | 0.2641 | 8.6036 | 0.9885 | +| 4.6211 | 311500 | 3.2771 | 0.1854 | 0.0150 | 0.0086 | 8.6217 | 0.2642 | 8.5915 | 0.9882 | +| 4.6226 | 311600 | 2.8069 | 0.1856 | 0.0150 | 0.0086 | 8.6142 | 0.2644 | 8.5799 | 0.9882 | +| 4.6241 | 311700 | 3.2284 | 0.1855 | 0.0150 | 0.0086 | 8.6110 | 0.2641 | 8.5737 | 0.9885 | +| 4.6256 | 311800 | 2.4074 | 0.1855 | 0.0150 | 0.0086 | 8.5995 | 0.2638 | 8.5766 | 0.9886 | +| 4.6270 | 311900 | 2.8341 | 0.1858 | 0.0150 | 0.0086 | 8.5991 | 0.2642 | 8.5822 | 0.9884 | +| 4.6285 | 312000 | 3.1335 | 0.1858 | 0.0151 | 0.0086 | 8.5871 | 0.2646 | 8.5708 | 0.9881 | +| 4.6300 | 312100 | 2.6177 | 0.1859 | 0.0151 | 0.0086 | 8.5927 | 0.2644 | 8.5791 | 0.9884 | +| 4.6315 | 312200 | 2.8169 | 0.1862 | 0.0150 | 0.0087 | 8.6042 | 0.2650 | 8.5847 | 0.9885 | +| 4.6330 | 312300 | 2.5559 | 0.1863 | 0.0150 | 0.0087 | 8.6142 | 0.2651 | 8.5945 | 0.9885 | +| 4.6345 | 312400 | 2.361 | 0.1862 | 0.0150 | 0.0087 | 8.6088 | 0.2649 | 8.6000 | 0.9886 | +| 4.6359 | 312500 | 2.3911 | 0.1862 | 0.0149 | 0.0086 | 8.6117 | 0.2648 | 8.5870 | 0.9885 | +| 4.6374 | 312600 | 3.0413 | 0.1862 | 0.0149 | 0.0086 | 8.6085 | 0.2649 | 8.5943 | 0.9884 | +| 4.6389 | 312700 | 2.5189 | 0.1862 | 0.0149 | 0.0086 | 8.5981 | 0.2645 | 8.5944 | 0.9880 | +| 4.6404 | 312800 | 2.2403 | 0.1863 | 0.0148 | 0.0085 | 8.5942 | 0.2642 | 8.5901 | 0.9884 | +| 4.6419 | 312900 | 2.8296 | 0.1864 | 0.0149 | 0.0086 | 8.5957 | 0.2643 | 8.5836 | 0.9882 | +| 4.6434 | 313000 | 2.587 | 0.1864 | 0.0149 | 0.0086 | 8.5945 | 0.2641 | 8.5712 | 0.9884 | +| 4.6448 | 313100 | 2.7354 | 0.1865 | 0.0149 | 0.0086 | 8.5927 | 0.2639 | 8.5657 | 0.9880 | +| 4.6463 | 313200 | 2.4566 | 0.1866 | 0.0149 | 0.0087 | 8.6056 | 0.2643 | 8.5661 | 0.9880 | +| 4.6478 | 313300 | 2.5915 | 0.1864 | 0.0149 | 0.0087 | 8.5997 | 0.2640 | 8.5676 | 0.9884 | +| 4.6493 | 313400 | 2.7695 | 0.1863 | 0.0149 | 0.0087 | 8.5989 | 0.2636 | 8.5778 | 0.9882 | +| 4.6508 | 313500 | 2.4531 | 0.1863 | 0.0149 | 0.0087 | 8.5896 | 0.2638 | 8.5789 | 0.9882 | +| 4.6523 | 313600 | 2.46 | 0.1864 | 0.0149 | 0.0087 | 8.6004 | 0.2642 | 8.5807 | 0.9884 | +| 4.6538 | 313700 | 2.7852 | 0.1865 | 0.0149 | 0.0087 | 8.6087 | 0.2642 | 8.5788 | 0.9880 | +| 4.6552 | 313800 | 2.5952 | 0.1864 | 0.0149 | 0.0086 | 8.5995 | 0.2641 | 8.5698 | 0.9880 | +| 4.6567 | 313900 | 2.3316 | 0.1864 | 0.0149 | 0.0087 | 8.5998 | 0.2643 | 8.5716 | 0.9882 | +| 4.6582 | 314000 | 2.6456 | 0.1861 | 0.0149 | 0.0086 | 8.5982 | 0.2639 | 8.5783 | 0.9881 | +| 4.6597 | 314100 | 2.3169 | 0.1859 | 0.0149 | 0.0086 | 8.6104 | 0.2638 | 8.5905 | 0.9879 | +| 4.6612 | 314200 | 2.5384 | 0.1858 | 0.0149 | 0.0086 | 8.6140 | 0.2638 | 8.5814 | 0.9880 | +| 4.6627 | 314300 | 2.4367 | 0.1858 | 0.0149 | 0.0086 | 8.6118 | 0.2634 | 8.5810 | 0.9881 | +| 4.6641 | 314400 | 2.3526 | 0.1856 | 0.0149 | 0.0086 | 8.6209 | 0.2636 | 8.5966 | 0.9882 | +| 4.6656 | 314500 | 3.0788 | 0.1857 | 0.0148 | 0.0086 | 8.6219 | 0.2637 | 8.5913 | 0.9881 | +| 4.6671 | 314600 | 2.5511 | 0.1856 | 0.0149 | 0.0086 | 8.6337 | 0.2639 | 8.6017 | 0.9882 | +| 4.6686 | 314700 | 2.5749 | 0.1857 | 0.0149 | 0.0087 | 8.6392 | 0.2642 | 8.6010 | 0.9884 | +| 4.6701 | 314800 | 2.4872 | 0.1860 | 0.0148 | 0.0086 | 8.6350 | 0.2647 | 8.5956 | 0.9882 | +| 4.6716 | 314900 | 2.6717 | 0.1862 | 0.0148 | 0.0086 | 8.6358 | 0.2651 | 8.5868 | 0.9882 | +| 4.6730 | 315000 | 2.5531 | 0.1862 | 0.0149 | 0.0087 | 8.6286 | 0.2653 | 8.6012 | 0.9880 | +| 4.6745 | 315100 | 2.688 | 0.1859 | 0.0149 | 0.0086 | 8.6249 | 0.2653 | 8.5996 | 0.9882 | +| 4.6760 | 315200 | 2.7992 | 0.1862 | 0.0148 | 0.0086 | 8.6202 | 0.2659 | 8.5988 | 0.9882 | +| 4.6775 | 315300 | 3.0946 | 0.1863 | 0.0148 | 0.0087 | 8.6074 | 0.2659 | 8.5932 | 0.9884 | +| 4.6790 | 315400 | 2.4065 | 0.1861 | 0.0148 | 0.0086 | 8.5951 | 0.2661 | 8.5938 | 0.9882 | +| 4.6805 | 315500 | 2.9492 | 0.1862 | 0.0148 | 0.0086 | 8.5954 | 0.2661 | 8.5984 | 0.9882 | +| 4.6819 | 315600 | 2.3833 | 0.1860 | 0.0148 | 0.0086 | 8.5870 | 0.2655 | 8.5956 | 0.9881 | +| 4.6834 | 315700 | 2.2665 | 0.1859 | 0.0148 | 0.0086 | 8.5882 | 0.2653 | 8.5938 | 0.9882 | +| 4.6849 | 315800 | 2.5175 | 0.1859 | 0.0148 | 0.0086 | 8.5976 | 0.2651 | 8.5982 | 0.9884 | +| 4.6864 | 315900 | 2.4625 | 0.1858 | 0.0147 | 0.0086 | 8.6025 | 0.2649 | 8.6029 | 0.9881 | +| 4.6879 | 316000 | 2.2583 | 0.1858 | 0.0148 | 0.0086 | 8.6154 | 0.2649 | 8.6159 | 0.9884 | +| 4.6894 | 316100 | 2.792 | 0.1857 | 0.0148 | 0.0086 | 8.6202 | 0.2651 | 8.6129 | 0.9886 | +| 4.6908 | 316200 | 2.5687 | 0.1860 | 0.0148 | 0.0087 | 8.6196 | 0.2649 | 8.6238 | 0.9882 | +| 4.6923 | 316300 | 2.6249 | 0.1860 | 0.0148 | 0.0087 | 8.6079 | 0.2651 | 8.6216 | 0.9882 | +| 4.6938 | 316400 | 2.7587 | 0.1862 | 0.0148 | 0.0087 | 8.6118 | 0.2651 | 8.6182 | 0.9882 | +| 4.6953 | 316500 | 2.7725 | 0.1865 | 0.0148 | 0.0087 | 8.6196 | 0.2655 | 8.6112 | 0.9881 | +| 4.6968 | 316600 | 2.5881 | 0.1866 | 0.0147 | 0.0087 | 8.6189 | 0.2655 | 8.6019 | 0.9882 | +| 4.6983 | 316700 | 2.9093 | 0.1866 | 0.0147 | 0.0087 | 8.6125 | 0.2658 | 8.5973 | 0.9881 | +| 4.6997 | 316800 | 2.3667 | 0.1868 | 0.0147 | 0.0087 | 8.6184 | 0.2661 | 8.6049 | 0.9881 | +| 4.7012 | 316900 | 2.3335 | 0.1865 | 0.0146 | 0.0086 | 8.6226 | 0.2661 | 8.6196 | 0.9881 | +| 4.7027 | 317000 | 2.688 | 0.1865 | 0.0147 | 0.0087 | 8.6256 | 0.2660 | 8.6333 | 0.9881 | +| 4.7042 | 317100 | 2.8812 | 0.1866 | 0.0147 | 0.0086 | 8.6277 | 0.2661 | 8.6303 | 0.9881 | +| 4.7057 | 317200 | 3.2578 | 0.1869 | 0.0147 | 0.0086 | 8.6313 | 0.2661 | 8.6357 | 0.9881 | +| 4.7072 | 317300 | 2.5533 | 0.1870 | 0.0146 | 0.0086 | 8.6269 | 0.2663 | 8.6273 | 0.9880 | +| 4.7086 | 317400 | 2.2547 | 0.1867 | 0.0147 | 0.0086 | 8.6195 | 0.2659 | 8.6321 | 0.9881 | +| 4.7101 | 317500 | 2.6969 | 0.1866 | 0.0147 | 0.0086 | 8.6152 | 0.2656 | 8.6306 | 0.9882 | +| 4.7116 | 317600 | 2.33 | 0.1867 | 0.0147 | 0.0086 | 8.6137 | 0.2655 | 8.6329 | 0.9884 | +| 4.7131 | 317700 | 2.2472 | 0.1867 | 0.0146 | 0.0087 | 8.6224 | 0.2652 | 8.6371 | 0.9882 | +| 4.7146 | 317800 | 2.465 | 0.1869 | 0.0147 | 0.0087 | 8.6210 | 0.2653 | 8.6378 | 0.9880 | +| 4.7161 | 317900 | 2.5448 | 0.1868 | 0.0146 | 0.0086 | 8.6210 | 0.2652 | 8.6339 | 0.9882 | +| 4.7175 | 318000 | 2.8948 | 0.1869 | 0.0147 | 0.0086 | 8.6218 | 0.2650 | 8.6304 | 0.9879 | +| 4.7190 | 318100 | 2.0693 | 0.1869 | 0.0147 | 0.0086 | 8.6247 | 0.2650 | 8.6284 | 0.9879 | +| 4.7205 | 318200 | 2.4413 | 0.1870 | 0.0147 | 0.0086 | 8.6259 | 0.2649 | 8.6342 | 0.9878 | +| 4.7220 | 318300 | 2.7345 | 0.1871 | 0.0147 | 0.0086 | 8.6203 | 0.2649 | 8.6281 | 0.9878 | +| 4.7235 | 318400 | 2.5194 | 0.1868 | 0.0147 | 0.0086 | 8.6077 | 0.2646 | 8.6241 | 0.9877 | +| 4.7250 | 318500 | 2.1447 | 0.1868 | 0.0147 | 0.0086 | 8.6045 | 0.2646 | 8.6270 | 0.9879 | +| 4.7264 | 318600 | 2.3211 | 0.1869 | 0.0148 | 0.0086 | 8.6068 | 0.2646 | 8.6268 | 0.9878 | +| 4.7279 | 318700 | 2.3209 | 0.1868 | 0.0148 | 0.0086 | 8.6078 | 0.2647 | 8.6233 | 0.9878 | +| 4.7294 | 318800 | 2.7575 | 0.1869 | 0.0147 | 0.0086 | 8.6128 | 0.2652 | 8.6170 | 0.9878 | +| 4.7309 | 318900 | 2.5839 | 0.1870 | 0.0148 | 0.0086 | 8.6182 | 0.2652 | 8.6246 | 0.9878 | +| 4.7324 | 319000 | 2.506 | 0.1870 | 0.0147 | 0.0086 | 8.6080 | 0.2651 | 8.6161 | 0.9880 | +| 4.7339 | 319100 | 1.9729 | 0.1868 | 0.0147 | 0.0087 | 8.6075 | 0.2649 | 8.6214 | 0.9876 | +| 4.7353 | 319200 | 2.5839 | 0.1868 | 0.0147 | 0.0086 | 8.6042 | 0.2647 | 8.6223 | 0.9876 | +| 4.7368 | 319300 | 2.0507 | 0.1868 | 0.0147 | 0.0086 | 8.6032 | 0.2648 | 8.6254 | 0.9876 | +| 4.7383 | 319400 | 2.469 | 0.1869 | 0.0147 | 0.0086 | 8.6069 | 0.2647 | 8.6215 | 0.9877 | +| 4.7398 | 319500 | 2.3394 | 0.1868 | 0.0147 | 0.0086 | 8.6067 | 0.2646 | 8.6250 | 0.9875 | +| 4.7413 | 319600 | 2.5036 | 0.1865 | 0.0148 | 0.0086 | 8.6069 | 0.2645 | 8.6287 | 0.9876 | +| 4.7428 | 319700 | 3.0527 | 0.1866 | 0.0147 | 0.0086 | 8.6039 | 0.2646 | 8.6300 | 0.9877 | +| 4.7442 | 319800 | 2.9033 | 0.1867 | 0.0147 | 0.0086 | 8.6142 | 0.2647 | 8.6244 | 0.9875 | +| 4.7457 | 319900 | 2.8395 | 0.1867 | 0.0147 | 0.0086 | 8.6097 | 0.2646 | 8.6176 | 0.9877 | +| 4.7472 | 320000 | 2.2052 | 0.1867 | 0.0147 | 0.0086 | 8.6133 | 0.2647 | 8.6161 | 0.9877 | +| 4.7487 | 320100 | 2.1954 | 0.1866 | 0.0148 | 0.0086 | 8.6163 | 0.2647 | 8.6107 | 0.9880 | +| 4.7502 | 320200 | 2.7077 | 0.1868 | 0.0148 | 0.0086 | 8.6125 | 0.2648 | 8.6084 | 0.9880 | +| 4.7517 | 320300 | 2.811 | 0.1868 | 0.0148 | 0.0086 | 8.6161 | 0.2648 | 8.6093 | 0.9879 | +| 4.7531 | 320400 | 2.2629 | 0.1867 | 0.0148 | 0.0086 | 8.6266 | 0.2650 | 8.6201 | 0.9881 | +| 4.7546 | 320500 | 2.6785 | 0.1864 | 0.0148 | 0.0086 | 8.6423 | 0.2648 | 8.6393 | 0.9880 | +| 4.7561 | 320600 | 2.659 | 0.1862 | 0.0148 | 0.0086 | 8.6596 | 0.2645 | 8.6583 | 0.9881 | +| 4.7576 | 320700 | 2.5714 | 0.1859 | 0.0148 | 0.0086 | 8.6717 | 0.2643 | 8.6715 | 0.9881 | +| 4.7591 | 320800 | 2.6246 | 0.1859 | 0.0148 | 0.0086 | 8.6804 | 0.2643 | 8.6870 | 0.9882 | +| 4.7606 | 320900 | 2.3869 | 0.1859 | 0.0148 | 0.0087 | 8.6982 | 0.2642 | 8.6977 | 0.9881 | +| 4.7620 | 321000 | 2.4413 | 0.1857 | 0.0148 | 0.0087 | 8.7016 | 0.2641 | 8.7077 | 0.9884 | +| 4.7635 | 321100 | 2.3879 | 0.1854 | 0.0148 | 0.0087 | 8.7105 | 0.2637 | 8.7194 | 0.9885 | +| 4.7650 | 321200 | 2.7778 | 0.1854 | 0.0147 | 0.0086 | 8.7167 | 0.2638 | 8.7249 | 0.9886 | +| 4.7665 | 321300 | 2.3932 | 0.1855 | 0.0148 | 0.0086 | 8.7273 | 0.2639 | 8.7364 | 0.9887 | +| 4.7680 | 321400 | 2.4015 | 0.1855 | 0.0148 | 0.0086 | 8.7427 | 0.2638 | 8.7456 | 0.9889 | +| 4.7695 | 321500 | 2.2772 | 0.1854 | 0.0148 | 0.0087 | 8.7477 | 0.2635 | 8.7512 | 0.9890 | +| 4.7709 | 321600 | 2.9431 | 0.1854 | 0.0148 | 0.0087 | 8.7510 | 0.2634 | 8.7524 | 0.9887 | +| 4.7724 | 321700 | 2.7201 | 0.1855 | 0.0148 | 0.0087 | 8.7498 | 0.2635 | 8.7597 | 0.9890 | +| 4.7739 | 321800 | 2.9839 | 0.1855 | 0.0147 | 0.0087 | 8.7532 | 0.2635 | 8.7669 | 0.9892 | +| 4.7754 | 321900 | 2.6577 | 0.1855 | 0.0148 | 0.0087 | 8.7527 | 0.2635 | 8.7693 | 0.9892 | +| 4.7769 | 322000 | 2.9373 | 0.1856 | 0.0147 | 0.0087 | 8.7597 | 0.2635 | 8.7738 | 0.9890 | +| 4.7784 | 322100 | 2.0521 | 0.1857 | 0.0148 | 0.0087 | 8.7660 | 0.2636 | 8.7826 | 0.9891 | +| 4.7798 | 322200 | 2.5304 | 0.1858 | 0.0148 | 0.0087 | 8.7761 | 0.2638 | 8.7891 | 0.9890 | +| 4.7813 | 322300 | 2.4693 | 0.1859 | 0.0147 | 0.0087 | 8.7907 | 0.2640 | 8.8001 | 0.9891 | +| 4.7828 | 322400 | 2.6983 | 0.1859 | 0.0148 | 0.0087 | 8.8000 | 0.2640 | 8.8095 | 0.9890 | +| 4.7843 | 322500 | 2.8685 | 0.1862 | 0.0147 | 0.0087 | 8.8027 | 0.2640 | 8.8115 | 0.9891 | +| 4.7858 | 322600 | 2.0301 | 0.1862 | 0.0147 | 0.0087 | 8.8079 | 0.2638 | 8.8121 | 0.9891 | +| 4.7873 | 322700 | 2.5129 | 0.1863 | 0.0148 | 0.0087 | 8.8082 | 0.2638 | 8.8186 | 0.9892 | +| 4.7887 | 322800 | 2.6647 | 0.1862 | 0.0148 | 0.0087 | 8.8145 | 0.2640 | 8.8259 | 0.9891 | +| 4.7902 | 322900 | 3.2882 | 0.1863 | 0.0147 | 0.0087 | 8.8156 | 0.2640 | 8.8215 | 0.9892 | +| 4.7917 | 323000 | 2.3905 | 0.1863 | 0.0148 | 0.0088 | 8.8166 | 0.2640 | 8.8276 | 0.9892 | +| 4.7932 | 323100 | 2.2857 | 0.1864 | 0.0148 | 0.0088 | 8.8263 | 0.2640 | 8.8311 | 0.9892 | +| 4.7947 | 323200 | 2.8248 | 0.1863 | 0.0147 | 0.0087 | 8.8246 | 0.2640 | 8.8275 | 0.9892 | +| 4.7962 | 323300 | 2.4848 | 0.1862 | 0.0148 | 0.0087 | 8.8319 | 0.2639 | 8.8339 | 0.9892 | +| 4.7977 | 323400 | 2.526 | 0.1862 | 0.0148 | 0.0087 | 8.8373 | 0.2640 | 8.8329 | 0.9892 | +| 4.7991 | 323500 | 2.2453 | 0.1861 | 0.0148 | 0.0087 | 8.8400 | 0.2637 | 8.8360 | 0.9892 | +| 4.8006 | 323600 | 2.6751 | 0.1861 | 0.0148 | 0.0088 | 8.8400 | 0.2636 | 8.8389 | 0.9892 | +| 4.8021 | 323700 | 1.9383 | 0.1863 | 0.0148 | 0.0087 | 8.8449 | 0.2638 | 8.8476 | 0.9892 | +| 4.8036 | 323800 | 2.5414 | 0.1863 | 0.0148 | 0.0088 | 8.8541 | 0.2637 | 8.8568 | 0.9894 | +| 4.8051 | 323900 | 1.8249 | 0.1865 | 0.0149 | 0.0088 | 8.8624 | 0.2638 | 8.8691 | 0.9894 | +| 4.8066 | 324000 | 2.2532 | 0.1866 | 0.0149 | 0.0088 | 8.8644 | 0.2643 | 8.8760 | 0.9893 | +| 4.8080 | 324100 | 2.1959 | 0.1867 | 0.0149 | 0.0088 | 8.8722 | 0.2642 | 8.8818 | 0.9893 | +| 4.8095 | 324200 | 3.0391 | 0.1867 | 0.0149 | 0.0088 | 8.8765 | 0.2645 | 8.8848 | 0.9893 | +| 4.8110 | 324300 | 2.604 | 0.1868 | 0.0149 | 0.0088 | 8.8909 | 0.2649 | 8.8811 | 0.9894 | +| 4.8125 | 324400 | 2.7593 | 0.1869 | 0.0149 | 0.0088 | 8.8941 | 0.2649 | 8.8817 | 0.9895 | +| 4.8140 | 324500 | 2.5658 | 0.1868 | 0.0149 | 0.0087 | 8.8960 | 0.2651 | 8.8774 | 0.9894 | +| 4.8155 | 324600 | 2.8638 | 0.1868 | 0.0148 | 0.0088 | 8.8967 | 0.2651 | 8.8788 | 0.9894 | +| 4.8169 | 324700 | 2.8386 | 0.1866 | 0.0149 | 0.0087 | 8.8954 | 0.2649 | 8.8836 | 0.9894 | +| 4.8184 | 324800 | 2.5553 | 0.1867 | 0.0148 | 0.0088 | 8.8915 | 0.2648 | 8.8845 | 0.9894 | +| 4.8199 | 324900 | 2.7354 | 0.1868 | 0.0149 | 0.0087 | 8.8943 | 0.2649 | 8.8917 | 0.9894 | +| 4.8214 | 325000 | 2.7127 | 0.1868 | 0.0148 | 0.0087 | 8.8912 | 0.2648 | 8.8899 | 0.9894 | +| 4.8229 | 325100 | 2.2721 | 0.1868 | 0.0148 | 0.0088 | 8.8936 | 0.2649 | 8.8954 | 0.9894 | +| 4.8244 | 325200 | 3.0785 | 0.1868 | 0.0148 | 0.0088 | 8.9028 | 0.2649 | 8.9001 | 0.9894 | +| 4.8258 | 325300 | 2.4613 | 0.1869 | 0.0148 | 0.0088 | 8.9040 | 0.2652 | 8.9020 | 0.9894 | +| 4.8273 | 325400 | 2.2611 | 0.1870 | 0.0148 | 0.0088 | 8.9069 | 0.2651 | 8.9082 | 0.9893 | +| 4.8288 | 325500 | 2.6919 | 0.1871 | 0.0148 | 0.0088 | 8.9109 | 0.2651 | 8.9092 | 0.9894 | +| 4.8303 | 325600 | 2.6379 | 0.1871 | 0.0148 | 0.0088 | 8.9052 | 0.2651 | 8.9104 | 0.9894 | +| 4.8318 | 325700 | 2.4918 | 0.1872 | 0.0149 | 0.0088 | 8.9092 | 0.2652 | 8.9089 | 0.9894 | +| 4.8333 | 325800 | 2.599 | 0.1871 | 0.0148 | 0.0088 | 8.9124 | 0.2651 | 8.9105 | 0.9894 | +| 4.8347 | 325900 | 2.6424 | 0.1870 | 0.0148 | 0.0088 | 8.9131 | 0.2652 | 8.9183 | 0.9892 | +| 4.8362 | 326000 | 2.2454 | 0.1872 | 0.0148 | 0.0088 | 8.9216 | 0.2654 | 8.9255 | 0.9893 | +| 4.8377 | 326100 | 2.4589 | 0.1873 | 0.0148 | 0.0088 | 8.9202 | 0.2656 | 8.9244 | 0.9892 | +| 4.8392 | 326200 | 3.3018 | 0.1873 | 0.0148 | 0.0088 | 8.9199 | 0.2655 | 8.9221 | 0.9892 | +| 4.8407 | 326300 | 2.7366 | 0.1872 | 0.0148 | 0.0088 | 8.9246 | 0.2656 | 8.9233 | 0.9892 | +| 4.8422 | 326400 | 2.4087 | 0.1871 | 0.0149 | 0.0088 | 8.9242 | 0.2656 | 8.9210 | 0.9892 | +| 4.8436 | 326500 | 2.4751 | 0.1870 | 0.0149 | 0.0088 | 8.9250 | 0.2655 | 8.9224 | 0.9892 | +| 4.8451 | 326600 | 2.8133 | 0.1870 | 0.0149 | 0.0088 | 8.9234 | 0.2655 | 8.9233 | 0.9892 | +| 4.8466 | 326700 | 2.4136 | 0.1869 | 0.0149 | 0.0088 | 8.9194 | 0.2653 | 8.9220 | 0.9892 | +| 4.8481 | 326800 | 2.582 | 0.1870 | 0.0148 | 0.0088 | 8.9212 | 0.2654 | 8.9229 | 0.9893 | +| 4.8496 | 326900 | 2.9784 | 0.1870 | 0.0149 | 0.0088 | 8.9191 | 0.2653 | 8.9246 | 0.9892 | +| 4.8511 | 327000 | 2.4138 | 0.1871 | 0.0149 | 0.0088 | 8.9176 | 0.2651 | 8.9213 | 0.9892 | +| 4.8525 | 327100 | 2.4978 | 0.1872 | 0.0149 | 0.0088 | 8.9183 | 0.2653 | 8.9260 | 0.9891 | +| 4.8540 | 327200 | 2.4959 | 0.1872 | 0.0149 | 0.0088 | 8.9209 | 0.2653 | 8.9242 | 0.9891 | +| 4.8555 | 327300 | 2.2725 | 0.1872 | 0.0149 | 0.0088 | 8.9276 | 0.2653 | 8.9271 | 0.9892 | +| 4.8570 | 327400 | 2.741 | 0.1871 | 0.0149 | 0.0088 | 8.9231 | 0.2652 | 8.9226 | 0.9892 | +| 4.8585 | 327500 | 2.4099 | 0.1870 | 0.0149 | 0.0087 | 8.9211 | 0.2652 | 8.9203 | 0.9892 | +| 4.8600 | 327600 | 2.9304 | 0.1870 | 0.0149 | 0.0088 | 8.9201 | 0.2652 | 8.9236 | 0.9891 | +| 4.8614 | 327700 | 2.7312 | 0.1870 | 0.0149 | 0.0088 | 8.9214 | 0.2652 | 8.9224 | 0.9891 | +| 4.8629 | 327800 | 2.7 | 0.1870 | 0.0149 | 0.0087 | 8.9278 | 0.2651 | 8.9231 | 0.9892 | +| 4.8644 | 327900 | 1.8815 | 0.1871 | 0.0149 | 0.0087 | 8.9258 | 0.2651 | 8.9219 | 0.9891 | +| 4.8659 | 328000 | 2.5105 | 0.1871 | 0.0149 | 0.0088 | 8.9224 | 0.2651 | 8.9264 | 0.9892 | +| 4.8674 | 328100 | 2.8415 | 0.1872 | 0.0149 | 0.0087 | 8.9230 | 0.2652 | 8.9248 | 0.9891 | +| 4.8689 | 328200 | 2.4421 | 0.1872 | 0.0148 | 0.0087 | 8.9248 | 0.2651 | 8.9234 | 0.9892 | +| 4.8703 | 328300 | 2.8731 | 0.1872 | 0.0149 | 0.0087 | 8.9243 | 0.2652 | 8.9238 | 0.9892 | +| 4.8718 | 328400 | 2.4948 | 0.1873 | 0.0149 | 0.0087 | 8.9300 | 0.2652 | 8.9276 | 0.9891 | +| 4.8733 | 328500 | 2.3153 | 0.1873 | 0.0149 | 0.0088 | 8.9223 | 0.2652 | 8.9242 | 0.9892 | +| 4.8748 | 328600 | 2.0855 | 0.1873 | 0.0149 | 0.0088 | 8.9246 | 0.2653 | 8.9280 | 0.9891 | +| 4.8763 | 328700 | 3.1511 | 0.1873 | 0.0148 | 0.0088 | 8.9320 | 0.2653 | 8.9256 | 0.9892 | +| 4.8778 | 328800 | 2.5759 | 0.1871 | 0.0148 | 0.0088 | 8.9230 | 0.2652 | 8.9238 | 0.9892 | +| 4.8792 | 328900 | 2.9454 | 0.1871 | 0.0149 | 0.0088 | 8.9247 | 0.2651 | 8.9253 | 0.9892 | +| 4.8807 | 329000 | 2.2933 | 0.1871 | 0.0149 | 0.0088 | 8.9337 | 0.2654 | 8.9284 | 0.9893 | +| 4.8822 | 329100 | 3.2289 | 0.1871 | 0.0149 | 0.0088 | 8.9360 | 0.2654 | 8.9313 | 0.9893 | +| 4.8837 | 329200 | 2.2148 | 0.1871 | 0.0149 | 0.0088 | 8.9385 | 0.2654 | 8.9301 | 0.9893 | +| 4.8852 | 329300 | 2.5323 | 0.1872 | 0.0149 | 0.0088 | 8.9444 | 0.2654 | 8.9385 | 0.9893 | +| 4.8867 | 329400 | 3.0998 | 0.1872 | 0.0149 | 0.0088 | 8.9451 | 0.2654 | 8.9378 | 0.9893 | +| 4.8881 | 329500 | 2.434 | 0.1872 | 0.0149 | 0.0088 | 8.9441 | 0.2653 | 8.9362 | 0.9894 | +| 4.8896 | 329600 | 2.7662 | 0.1873 | 0.0149 | 0.0088 | 8.9475 | 0.2654 | 8.9393 | 0.9893 | +| 4.8911 | 329700 | 2.1636 | 0.1872 | 0.0149 | 0.0088 | 8.9409 | 0.2652 | 8.9410 | 0.9893 | +| 4.8926 | 329800 | 2.373 | 0.1871 | 0.0149 | 0.0088 | 8.9395 | 0.2653 | 8.9407 | 0.9892 | +| 4.8941 | 329900 | 2.5958 | 0.1871 | 0.0149 | 0.0088 | 8.9422 | 0.2653 | 8.9393 | 0.9892 | +| 4.8956 | 330000 | 2.1678 | 0.1872 | 0.0150 | 0.0088 | 8.9461 | 0.2654 | 8.9376 | 0.9892 | +| 4.8970 | 330100 | 2.5768 | 0.1870 | 0.0150 | 0.0088 | 8.9426 | 0.2653 | 8.9411 | 0.9891 | +| 4.8985 | 330200 | 2.7032 | 0.1870 | 0.0150 | 0.0088 | 8.9413 | 0.2653 | 8.9390 | 0.9892 | +| 4.9000 | 330300 | 2.3964 | 0.1871 | 0.0149 | 0.0088 | 8.9387 | 0.2653 | 8.9396 | 0.9892 | +| 4.9015 | 330400 | 2.358 | 0.1870 | 0.0150 | 0.0087 | 8.9404 | 0.2653 | 8.9411 | 0.9891 | +| 4.9030 | 330500 | 2.3252 | 0.1871 | 0.0150 | 0.0088 | 8.9440 | 0.2654 | 8.9397 | 0.9892 | +| 4.9045 | 330600 | 3.3727 | 0.1870 | 0.0150 | 0.0088 | 8.9421 | 0.2654 | 8.9392 | 0.9891 | +| 4.9059 | 330700 | 2.6867 | 0.1869 | 0.0150 | 0.0088 | 8.9420 | 0.2654 | 8.9366 | 0.9892 | +| 4.9074 | 330800 | 2.6186 | 0.1871 | 0.0149 | 0.0088 | 8.9415 | 0.2655 | 8.9355 | 0.9892 | +| 4.9089 | 330900 | 2.2059 | 0.1870 | 0.0150 | 0.0087 | 8.9466 | 0.2655 | 8.9393 | 0.9892 | +| 4.9104 | 331000 | 2.7571 | 0.1870 | 0.0150 | 0.0088 | 8.9482 | 0.2656 | 8.9407 | 0.9893 | +| 4.9119 | 331100 | 2.6805 | 0.1871 | 0.0150 | 0.0088 | 8.9513 | 0.2655 | 8.9389 | 0.9892 | +| 4.9134 | 331200 | 2.3675 | 0.1871 | 0.0150 | 0.0088 | 8.9505 | 0.2656 | 8.9408 | 0.9894 | +| 4.9148 | 331300 | 2.8979 | 0.1871 | 0.0150 | 0.0088 | 8.9488 | 0.2655 | 8.9387 | 0.9892 | +| 4.9163 | 331400 | 2.4083 | 0.1872 | 0.0150 | 0.0088 | 8.9506 | 0.2656 | 8.9405 | 0.9894 | +| 4.9178 | 331500 | 2.7489 | 0.1873 | 0.0150 | 0.0088 | 8.9527 | 0.2657 | 8.9413 | 0.9894 | +| 4.9193 | 331600 | 2.7005 | 0.1873 | 0.0150 | 0.0088 | 8.9516 | 0.2657 | 8.9418 | 0.9894 | +| 4.9208 | 331700 | 2.7442 | 0.1873 | 0.0150 | 0.0088 | 8.9566 | 0.2656 | 8.9419 | 0.9895 | +| 4.9223 | 331800 | 2.4992 | 0.1873 | 0.0150 | 0.0088 | 8.9509 | 0.2657 | 8.9378 | 0.9893 | +| 4.9237 | 331900 | 1.9998 | 0.1873 | 0.0149 | 0.0088 | 8.9527 | 0.2657 | 8.9421 | 0.9893 | +| 4.9252 | 332000 | 1.8334 | 0.1874 | 0.0150 | 0.0088 | 8.9581 | 0.2657 | 8.9451 | 0.9893 | +| 4.9267 | 332100 | 2.7106 | 0.1874 | 0.0150 | 0.0088 | 8.9593 | 0.2659 | 8.9438 | 0.9894 | +| 4.9282 | 332200 | 2.526 | 0.1875 | 0.0150 | 0.0088 | 8.9604 | 0.2659 | 8.9454 | 0.9895 | +| 4.9297 | 332300 | 3.3715 | 0.1874 | 0.0150 | 0.0088 | 8.9613 | 0.2659 | 8.9410 | 0.9894 | +| 4.9312 | 332400 | 2.6829 | 0.1874 | 0.0149 | 0.0088 | 8.9573 | 0.2658 | 8.9390 | 0.9895 | +| 4.9326 | 332500 | 2.574 | 0.1874 | 0.0150 | 0.0088 | 8.9607 | 0.2659 | 8.9405 | 0.9894 | +| 4.9341 | 332600 | 2.6211 | 0.1873 | 0.0149 | 0.0088 | 8.9621 | 0.2658 | 8.9380 | 0.9893 | +| 4.9356 | 332700 | 2.3171 | 0.1874 | 0.0150 | 0.0088 | 8.9610 | 0.2658 | 8.9434 | 0.9893 | +| 4.9371 | 332800 | 2.5927 | 0.1873 | 0.0150 | 0.0088 | 8.9628 | 0.2659 | 8.9406 | 0.9895 | +| 4.9386 | 332900 | 2.5828 | 0.1873 | 0.0150 | 0.0088 | 8.9589 | 0.2659 | 8.9402 | 0.9894 | +| 4.9401 | 333000 | 3.1001 | 0.1874 | 0.0150 | 0.0088 | 8.9602 | 0.2659 | 8.9377 | 0.9891 | +| 4.9415 | 333100 | 2.6411 | 0.1873 | 0.0149 | 0.0088 | 8.9583 | 0.2660 | 8.9394 | 0.9893 | +| 4.9430 | 333200 | 2.793 | 0.1874 | 0.0149 | 0.0088 | 8.9620 | 0.2660 | 8.9386 | 0.9893 | +| 4.9445 | 333300 | 2.7671 | 0.1874 | 0.0150 | 0.0088 | 8.9642 | 0.2661 | 8.9397 | 0.9894 | +| 4.9460 | 333400 | 2.8984 | 0.1874 | 0.0150 | 0.0088 | 8.9652 | 0.2660 | 8.9372 | 0.9895 | +| 4.9475 | 333500 | 3.0919 | 0.1875 | 0.0150 | 0.0088 | 8.9680 | 0.2661 | 8.9406 | 0.9894 | +| 4.9490 | 333600 | 2.9649 | 0.1874 | 0.0150 | 0.0088 | 8.9694 | 0.2661 | 8.9433 | 0.9893 | +| 4.9505 | 333700 | 2.1575 | 0.1875 | 0.0150 | 0.0089 | 8.9690 | 0.2661 | 8.9414 | 0.9894 | +| 4.9519 | 333800 | 2.802 | 0.1875 | 0.0149 | 0.0088 | 8.9693 | 0.2661 | 8.9432 | 0.9892 | +| 4.9534 | 333900 | 3.0327 | 0.1875 | 0.0149 | 0.0088 | 8.9652 | 0.2660 | 8.9423 | 0.9892 | +| 4.9549 | 334000 | 2.513 | 0.1874 | 0.0150 | 0.0088 | 8.9670 | 0.2661 | 8.9397 | 0.9895 | +| 4.9564 | 334100 | 2.546 | 0.1875 | 0.0150 | 0.0088 | 8.9650 | 0.2661 | 8.9420 | 0.9892 | +| 4.9579 | 334200 | 2.4391 | 0.1875 | 0.0149 | 0.0088 | 8.9662 | 0.2661 | 8.9431 | 0.9893 | +| 4.9594 | 334300 | 2.8493 | 0.1875 | 0.0150 | 0.0088 | 8.9655 | 0.2661 | 8.9421 | 0.9895 | +| 4.9608 | 334400 | 2.3815 | 0.1875 | 0.0150 | 0.0088 | 8.9670 | 0.2661 | 8.9448 | 0.9895 | +| 4.9623 | 334500 | 3.0695 | 0.1874 | 0.0150 | 0.0088 | 8.9656 | 0.2661 | 8.9434 | 0.9894 | +| 4.9638 | 334600 | 2.2592 | 0.1874 | 0.0149 | 0.0088 | 8.9646 | 0.2661 | 8.9416 | 0.9894 | +| 4.9653 | 334700 | 2.5483 | 0.1874 | 0.0150 | 0.0088 | 8.9678 | 0.2661 | 8.9430 | 0.9895 | +| 4.9668 | 334800 | 2.589 | 0.1874 | 0.0149 | 0.0088 | 8.9675 | 0.2660 | 8.9417 | 0.9894 | +| 4.9683 | 334900 | 2.7304 | 0.1874 | 0.0150 | 0.0088 | 8.9639 | 0.2662 | 8.9424 | 0.9894 | +| 4.9697 | 335000 | 2.6445 | 0.1874 | 0.0150 | 0.0088 | 8.9672 | 0.2661 | 8.9406 | 0.9894 | +| 4.9712 | 335100 | 2.2878 | 0.1875 | 0.0149 | 0.0088 | 8.9669 | 0.2661 | 8.9437 | 0.9896 | +| 4.9727 | 335200 | 2.5963 | 0.1874 | 0.0149 | 0.0088 | 8.9672 | 0.2662 | 8.9425 | 0.9892 | +| 4.9742 | 335300 | 3.0397 | 0.1875 | 0.0149 | 0.0088 | 8.9669 | 0.2661 | 8.9433 | 0.9894 | +| 4.9757 | 335400 | 2.313 | 0.1874 | 0.0150 | 0.0088 | 8.9644 | 0.2661 | 8.9431 | 0.9894 | +| 4.9772 | 335500 | 2.6915 | 0.1874 | 0.0150 | 0.0088 | 8.9689 | 0.2661 | 8.9423 | 0.9894 | +| 4.9786 | 335600 | 2.2606 | 0.1875 | 0.0150 | 0.0088 | 8.9698 | 0.2661 | 8.9417 | 0.9894 | +| 4.9801 | 335700 | 2.9719 | 0.1875 | 0.0150 | 0.0088 | 8.9689 | 0.2661 | 8.9406 | 0.9895 | +| 4.9816 | 335800 | 2.6977 | 0.1875 | 0.0150 | 0.0088 | 8.9699 | 0.2662 | 8.9448 | 0.9894 | +| 4.9831 | 335900 | 3.1015 | 0.1875 | 0.0150 | 0.0088 | 8.9726 | 0.2662 | 8.9428 | 0.9893 | +| 4.9846 | 336000 | 2.42 | 0.1875 | 0.0150 | 0.0088 | 8.9717 | 0.2663 | 8.9440 | 0.9896 | +| 4.9861 | 336100 | 2.8809 | 0.1875 | 0.0150 | 0.0088 | 8.9693 | 0.2662 | 8.9434 | 0.9895 | +| 4.9875 | 336200 | 2.5293 | 0.1876 | 0.0149 | 0.0088 | 8.9740 | 0.2662 | 8.9444 | 0.9895 | +| 4.9890 | 336300 | 2.6414 | 0.1875 | 0.0150 | 0.0089 | 8.9727 | 0.2662 | 8.9468 | 0.9896 | +| 4.9905 | 336400 | 2.5705 | 0.1875 | 0.0150 | 0.0089 | 8.9729 | 0.2662 | 8.9448 | 0.9895 | +| 4.9920 | 336500 | 2.4499 | 0.1875 | 0.0149 | 0.0088 | 8.9730 | 0.2662 | 8.9456 | 0.9896 | +| 4.9935 | 336600 | 2.8367 | 0.1875 | 0.0150 | 0.0088 | 8.9717 | 0.2662 | 8.9475 | 0.9894 | +| 4.9950 | 336700 | 2.8077 | 0.1875 | 0.0150 | 0.0088 | 8.9718 | 0.2662 | 8.9440 | 0.9894 | +| 4.9964 | 336800 | 2.8349 | 0.1875 | 0.0149 | 0.0088 | 8.9715 | 0.2662 | 8.9460 | 0.9896 | +| 4.9979 | 336900 | 1.9469 | 0.1875 | 0.0149 | 0.0088 | 8.9733 | 0.2662 | 8.9452 | 0.9895 | +| 4.9994 | 337000 | 2.3057 | 0.1875 | 0.0150 | 0.0088 | 8.9718 | 0.2662 | 8.9448 | 0.9895 | -**BibTeX:** +
-[More Information Needed] +### Framework Versions +- Python: 3.9.17 +- Sentence Transformers: 3.0.1 +- Transformers: 4.43.3 +- PyTorch: 2.0.1+cu118 +- Accelerate: 0.33.0 +- Datasets: 2.20.0 +- Tokenizers: 0.19.1 -**APA:** +## Citation -[More Information Needed] +### BibTeX -## Glossary [optional] +#### 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} +} +``` -[More Information Needed] +#### CoSENTLoss +```bibtex +@online{kexuefm-8847, + title={CoSENT: A more efficient sentence vector scheme than Sentence-BERT}, + author={Su Jianlin}, + year={2022}, + month={Jan}, + url={https://kexue.fm/archives/8847}, +} +``` -## More Information [optional] + -## Model Card Authors [optional] + + \ No newline at end of file