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--- |
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language: |
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- en |
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tags: |
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- sentence-transformers |
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- sentence-similarity |
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- feature-extraction |
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- generated_from_trainer |
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- dataset_size:19139199 |
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- loss:MatryoshkaLoss |
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- loss:MultipleNegativesRankingLoss |
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base_model: answerdotai/ModernBERT-base |
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widget: |
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- source_sentence: '[unused0]what period do we live in' |
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sentences: |
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- "[unused1]The answer depends on what you want in a cruise experience. If youâ\x80\ |
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\x99re interested in lively entertainment, drinking and parties, and crazy excitement\ |
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\ for more festive cruise experience, and the best time to go on a Caribbean cruise\ |
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\ is between mid February through much of March." |
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- '[unused1]Earth is currently in the Quaternary Period of the Cenozoic Era.' |
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- '[unused1]If we did not live in a structured society with other people, laws would |
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not be necessary. We would simply do as we please, with little regard for others. |
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But ever since individuals began to associate with other people -- to live in |
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society --laws have been the glue that has kept society together.lmost everything |
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we do is governed by some set of rules. There are rules for games, for social |
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clubs, for sports and for adults in the workplace. There are also rules imposed |
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by morality and custom that play an important role in telling us what we should |
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and should not do.' |
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- source_sentence: '[unused0]how different religion define christology' |
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sentences: |
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- "[unused1]Find origin, gender, rashi, nakshatra, zodiac signs, moon signs, religion,\ |
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\ caste, compatibility and astrology behind the name Janhavi, Find what name Janhavi\ |
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\ means in different region, in different religion, in different rashi, for different\ |
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\ planets, and in different nakshatraâ\x80\x99s." |
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- '[unused1]Christianity is an Abrahamic religion that began as a Second Temple |
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Judaic sect in the mid-1st century. Originating in Judea, it quickly spread to |
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Europe, Syria, Mesopotamia, Asia Minor, Transcaucasia, Egypt, Ethiopia, and India, |
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and by the end of the 4th century had become the official state church of the |
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Roman Empire.' |
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- "[unused1]The answer depends on what you want in a cruise experience. If youâ\x80\ |
|
\x99re interested in lively entertainment, drinking and parties, and crazy excitement\ |
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\ for more festive cruise experience, and the best time to go on a Caribbean cruise\ |
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\ is between mid February through much of March." |
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- source_sentence: '[unused0]what was juliet morgan family' |
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sentences: |
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- '[unused1]Famous Financier. Financier, art collector and philanthropist John Pierpont |
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Morgan, best known as J.P. Morgan, was born on April 17, 1837, in Hartford, Connecticut. |
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The son of a banker, Morgan went into the family business and became one of the |
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most famous financiers in history.' |
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- '[unused1]Juliet Pierpont Morgan was born on month day 1847, at birth place, Connecticut, |
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to Junius Spencer Morgan and Juliet Morgan (born Pierpont). Junius was born on |
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April 14 1813, in Holyoke, Hampden County, Massachusetts, USA.' |
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- '[unused1]Juliette Hampton Morgan was a librarian and civil rights activist in |
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Montgomery, Alabama. The only daughter from a well-to-do white family, Morgan |
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was an early member of the community that pushed for integration. As a librarian |
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she often spoke out against the acts of injustice she witnessed against African-Americans |
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by writing letters to the Montgomery Advertiser, the local newspaper. She was |
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castigated by the community for her racial views and was targeted by segregationists |
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who broke her windo' |
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- source_sentence: '[unused0]how different religion define christology' |
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sentences: |
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- '[unused1]Carbon Monoxide is produced from gas appliances in your home. Carbon |
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Dioxide is produced from the exhaust fumes from your automobile. Either of these |
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gases can be harmful to a human. These gases can be even more harmful to small |
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animals in your home. Depending on the size of your home you should have a carbon |
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monoxide detector on every level of your home.' |
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- '[unused1]Doctrine is a set of accepted beliefs held by a group. In religion, |
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it is the set of true beliefs that define the parameters of that belief system.' |
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- '[unused1]Christianity is an Abrahamic religion that began as a Second Temple |
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Judaic sect in the mid-1st century. Originating in Judea, it quickly spread to |
|
Europe, Syria, Mesopotamia, Asia Minor, Transcaucasia, Egypt, Ethiopia, and India, |
|
and by the end of the 4th century had become the official state church of the |
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Roman Empire.' |
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- source_sentence: '[unused0]what period do we live in' |
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sentences: |
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- "[unused1]Thereâ\x80\x99s a big difference in drive time depending on what part\ |
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\ of Ewa Beach you live in â\x80\x94 the homes in Ocean Point (most southern part\ |
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\ of Ewa) have a 20 minute longer drive than we do, even though we both live in\ |
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\ the town of Ewa Beach." |
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- '[unused1]Save. Bankruptcy does not automatically disqualify someone for receiving |
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security clearances, but it will slow the process down--as will any derogatory |
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financial information. If you are applying for top-secret clearance, background |
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investigators will review the reasons for your bankruptcy.' |
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- '[unused1]Earth is currently in the Quaternary Period of the Cenozoic Era.' |
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datasets: |
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- sentence-transformers/msmarco-bm25 |
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pipeline_tag: sentence-similarity |
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library_name: sentence-transformers |
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metrics: |
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- cosine_accuracy |
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model-index: |
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- name: SentenceTransformer based on estrogen/ModernBERT-base-sbert-initialized |
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results: |
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- task: |
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type: triplet |
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name: Triplet |
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dataset: |
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name: ms marco |
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type: ms_marco |
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metrics: |
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- type: cosine_accuracy |
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value: 0.9537 |
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name: Cosine Accuracy |
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- type: cosine_accuracy |
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value: 0.9587 |
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name: Cosine Accuracy |
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--- |
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|
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# SentenceTransformer based on estrogen/ModernBERT-base-sbert-initialized |
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|
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This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [estrogen/ModernBERT-base-sbert-initialized](https://huggingface.co/estrogen/ModernBERT-base-sbert-initialized) on the [msmarco-bm25](https://huggingface.co/datasets/sentence-transformers/msmarco-bm25) dataset. 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. |
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|
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## Model Details |
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|
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### Model Description |
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- **Model Type:** Sentence Transformer |
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- **Base model:** [estrogen/ModernBERT-base-sbert-initialized](https://huggingface.co/estrogen/ModernBERT-base-sbert-initialized) <!-- at revision d80f2f10df59065d673fa4d9ef890aae3cbf4b68 --> |
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- **Maximum Sequence Length:** 8192 tokens |
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- **Output Dimensionality:** 768 dimensions |
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- **Similarity Function:** Cosine Similarity |
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- **Training Dataset:** |
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- [msmarco-bm25](https://huggingface.co/datasets/sentence-transformers/msmarco-bm25) |
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- **Language:** en |
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<!-- - **License:** Unknown --> |
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### Model Sources |
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- **Documentation:** [Sentence Transformers Documentation](https://sbert.net) |
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- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers) |
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- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers) |
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|
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### Full Model Architecture |
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|
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``` |
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SentenceTransformer( |
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(0): Transformer({'max_seq_length': 8192, 'do_lower_case': False}) with Transformer model: ModernBertModel |
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(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}) |
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) |
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``` |
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|
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## Usage |
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### Direct Usage (Sentence Transformers) |
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|
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First install the Sentence Transformers library: |
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|
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```bash |
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pip install -U sentence-transformers |
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``` |
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Then you can load this model and run inference. |
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```python |
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from sentence_transformers import SentenceTransformer |
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|
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# Download from the 🤗 Hub |
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model = SentenceTransformer("estrogen/ModernBERT-base-marco") |
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# Run inference |
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sentences = [ |
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'[unused0]what period do we live in', |
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'[unused1]Earth is currently in the Quaternary Period of the Cenozoic Era.', |
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'[unused1]Thereâ\x80\x99s a big difference in drive time depending on what part of Ewa Beach you live in â\x80\x94 the homes in Ocean Point (most southern part of Ewa) have a 20 minute longer drive than we do, even though we both live in the town of Ewa Beach.', |
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] |
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embeddings = model.encode(sentences) |
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print(embeddings.shape) |
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# [3, 768] |
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|
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# Get the similarity scores for the embeddings |
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similarities = model.similarity(embeddings, embeddings) |
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print(similarities.shape) |
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# [3, 3] |
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``` |
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<!-- |
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### Direct Usage (Transformers) |
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<details><summary>Click to see the direct usage in Transformers</summary> |
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</details> |
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--> |
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<!-- |
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### Downstream Usage (Sentence Transformers) |
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You can finetune this model on your own dataset. |
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|
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<details><summary>Click to expand</summary> |
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</details> |
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--> |
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<!-- |
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### Out-of-Scope Use |
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|
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*List how the model may foreseeably be misused and address what users ought not to do with the model.* |
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--> |
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|
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## Evaluation |
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### Metrics |
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#### Triplet |
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* Dataset: `ms_marco` |
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* Evaluated with [<code>TripletEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.TripletEvaluator) |
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|
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| Metric | Value | |
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|:--------------------|:-----------| |
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| **cosine_accuracy** | **0.9537** | |
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|
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#### Triplet |
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|
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* Dataset: `ms_marco` |
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* Evaluated with [<code>TripletEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.TripletEvaluator) |
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| Metric | Value | |
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|:--------------------|:-----------| |
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| **cosine_accuracy** | **0.9587** | |
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<!-- |
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## Bias, Risks and Limitations |
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*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.* |
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--> |
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<!-- |
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### Recommendations |
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*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.* |
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--> |
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|
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## Training Details |
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|
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### Training Dataset |
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#### msmarco-bm25 |
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* Dataset: [msmarco-bm25](https://huggingface.co/datasets/sentence-transformers/msmarco-bm25) at [ce8a493](https://huggingface.co/datasets/sentence-transformers/msmarco-bm25/tree/ce8a493a65af5e872c3c92f72a89e2e99e175f02) |
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* Size: 19,139,199 training samples |
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* Columns: <code>query</code>, <code>positive</code>, and <code>negative</code> |
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* Approximate statistics based on the first 1000 samples: |
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| | query | positive | negative | |
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|:--------|:----------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------| |
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| type | string | string | string | |
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| details | <ul><li>min: 6 tokens</li><li>mean: 10.51 tokens</li><li>max: 17 tokens</li></ul> | <ul><li>min: 45 tokens</li><li>mean: 86.37 tokens</li><li>max: 212 tokens</li></ul> | <ul><li>min: 25 tokens</li><li>mean: 80.75 tokens</li><li>max: 222 tokens</li></ul> | |
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* Samples: |
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| query | positive | negative | |
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|:-------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| <code>[unused0]what are the liberal arts?</code> | <code>[unused1]liberal arts. 1. the academic course of instruction at a college intended to provide general knowledge and comprising the arts, humanities, natural sciences, and social sciences, as opposed to professional or technical subjects.</code> | <code>[unused1]The New York State Education Department requires 60 Liberal Arts credits in a Bachelor of Science program and 90 Liberal Arts credits in a Bachelor of Arts program. In the list of course descriptions, courses which are liberal arts for all students are identified by (Liberal Arts) after the course number.</code> | |
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| <code>[unused0]what are the liberal arts?</code> | <code>[unused1]liberal arts. 1. the academic course of instruction at a college intended to provide general knowledge and comprising the arts, humanities, natural sciences, and social sciences, as opposed to professional or technical subjects.</code> | <code>[unused1]You can choose from an array of liberal arts majors. Most of these are offered in the liberal arts departments of colleges that belong to universities and at smaller colleges that are designated as liberal arts institutions.</code> | |
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| <code>[unused0]what are the liberal arts?</code> | <code>[unused1]liberal arts. 1. the academic course of instruction at a college intended to provide general knowledge and comprising the arts, humanities, natural sciences, and social sciences, as opposed to professional or technical subjects.</code> | <code>[unused1]Majors. You can choose from an array of liberal arts majors. Most of these are offered in the liberal arts departments of colleges that belong to universities and at smaller colleges that are designated as liberal arts institutions.</code> | |
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* Loss: [<code>MatryoshkaLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#matryoshkaloss) with these parameters: |
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```json |
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{ |
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"loss": "MultipleNegativesRankingLoss", |
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"matryoshka_dims": [ |
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768, |
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512, |
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256, |
|
128, |
|
64 |
|
], |
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"matryoshka_weights": [ |
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1, |
|
0.9, |
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0.81, |
|
0.7290000000000001, |
|
0.6561 |
|
], |
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"n_dims_per_step": -1 |
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} |
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``` |
|
|
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### Evaluation Dataset |
|
|
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#### msmarco-bm25 |
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|
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* Dataset: [msmarco-bm25](https://huggingface.co/datasets/sentence-transformers/msmarco-bm25) at [ce8a493](https://huggingface.co/datasets/sentence-transformers/msmarco-bm25/tree/ce8a493a65af5e872c3c92f72a89e2e99e175f02) |
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* Size: 19,139,199 evaluation samples |
|
* Columns: <code>query</code>, <code>positive</code>, and <code>negative</code> |
|
* Approximate statistics based on the first 1000 samples: |
|
| | query | positive | negative | |
|
|:--------|:----------------------------------------------------------------------------------|:------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------| |
|
| type | string | string | string | |
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| details | <ul><li>min: 5 tokens</li><li>mean: 10.42 tokens</li><li>max: 23 tokens</li></ul> | <ul><li>min: 20 tokens</li><li>mean: 80.07 tokens</li><li>max: 167 tokens</li></ul> | <ul><li>min: 18 tokens</li><li>mean: 82.48 tokens</li><li>max: 213 tokens</li></ul> | |
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* Samples: |
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| query | positive | negative | |
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|:---------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
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| <code>[unused0]different uses of corn</code> | <code>[unused1]Corn or maize oil is extracted from the germ of corn, and its main use is for cooking. It is also a key ingredient in margarine and other processed foods. Corn oil is also a feedstock used for biodiesel.From 2012 to 2014, the use of nonfood-grade (NFG) corn oil for biodiesel production has grown tremendously.ses of Corn Oil. Apart from serving as a less-than-ideal cooking oil, corn oil has several industrial uses, including as an addition to soap, salve, paint, ink, textiles, and insecticides. It also sometimes functions as a carrier for drug molecules in pharmaceutical products.</code> | <code>[unused1]Impact of Ethanol on Corn Prices. The U.S. produces 40 percent of the worldâs corn, [5] and ethanol production uses about 40 percent of U.S. corn production, [6] but roughly one-third of the value of the corn used in ethanol production returns to the feed market as DDGS.</code> | |
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| <code>[unused0]different uses of corn</code> | <code>[unused1]Corn or maize oil is extracted from the germ of corn, and its main use is for cooking. It is also a key ingredient in margarine and other processed foods. Corn oil is also a feedstock used for biodiesel.From 2012 to 2014, the use of nonfood-grade (NFG) corn oil for biodiesel production has grown tremendously.ses of Corn Oil. Apart from serving as a less-than-ideal cooking oil, corn oil has several industrial uses, including as an addition to soap, salve, paint, ink, textiles, and insecticides. It also sometimes functions as a carrier for drug molecules in pharmaceutical products.</code> | <code>[unused1]But ask different reptile keepers how long corn do corn snakes get and you won't get one standard answer. Like us humans, who may grow to little more than 5 feet tall to well over 6 feet in adults, different corn snakes attain different sizes.</code> | |
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| <code>[unused0]different uses of corn</code> | <code>[unused1]Corn or maize oil is extracted from the germ of corn, and its main use is for cooking. It is also a key ingredient in margarine and other processed foods. Corn oil is also a feedstock used for biodiesel.From 2012 to 2014, the use of nonfood-grade (NFG) corn oil for biodiesel production has grown tremendously.ses of Corn Oil. Apart from serving as a less-than-ideal cooking oil, corn oil has several industrial uses, including as an addition to soap, salve, paint, ink, textiles, and insecticides. It also sometimes functions as a carrier for drug molecules in pharmaceutical products.</code> | <code>[unused1]The corn system uses a large amount of natural resources. Even though it does not deliver as much food as comparable systems around the globe, the American corn system continues to use a large proportion of our countryâs natural resources.he corn system uses a large amount of natural resources. Even though it does not deliver as much food as comparable systems around the globe, the American corn system continues to use a large proportion of our countryâs natural resources.</code> | |
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* Loss: [<code>MatryoshkaLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#matryoshkaloss) with these parameters: |
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```json |
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{ |
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"loss": "MultipleNegativesRankingLoss", |
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"matryoshka_dims": [ |
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768, |
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512, |
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256, |
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128, |
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64 |
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], |
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"matryoshka_weights": [ |
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1, |
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0.9, |
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0.81, |
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0.7290000000000001, |
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0.6561 |
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], |
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"n_dims_per_step": -1 |
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} |
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``` |
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|
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### Training Hyperparameters |
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#### Non-Default Hyperparameters |
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|
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- `eval_strategy`: steps |
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- `per_device_train_batch_size`: 256 |
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- `per_device_eval_batch_size`: 256 |
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- `num_train_epochs`: 1 |
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- `warmup_ratio`: 0.1 |
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- `bf16`: True |
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- `prompts`: {'query': '[unused0]', 'positive': '[unused1]', 'negative': '[unused1]'} |
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- `batch_sampler`: no_duplicates |
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|
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#### All Hyperparameters |
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<details><summary>Click to expand</summary> |
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|
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- `overwrite_output_dir`: False |
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- `do_predict`: False |
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- `eval_strategy`: steps |
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- `prediction_loss_only`: True |
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- `per_device_train_batch_size`: 256 |
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- `per_device_eval_batch_size`: 256 |
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- `per_gpu_train_batch_size`: None |
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- `per_gpu_eval_batch_size`: None |
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- `gradient_accumulation_steps`: 1 |
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- `eval_accumulation_steps`: None |
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- `torch_empty_cache_steps`: None |
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- `learning_rate`: 5e-05 |
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- `weight_decay`: 0.0 |
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- `adam_beta1`: 0.9 |
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- `adam_beta2`: 0.999 |
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- `adam_epsilon`: 1e-08 |
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- `max_grad_norm`: 1.0 |
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- `num_train_epochs`: 1 |
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- `max_steps`: -1 |
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- `lr_scheduler_type`: linear |
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- `lr_scheduler_kwargs`: {} |
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- `warmup_ratio`: 0.1 |
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- `warmup_steps`: 0 |
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- `log_level`: passive |
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- `log_level_replica`: warning |
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- `log_on_each_node`: True |
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- `logging_nan_inf_filter`: True |
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- `save_safetensors`: True |
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- `save_on_each_node`: False |
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- `save_only_model`: False |
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- `restore_callback_states_from_checkpoint`: False |
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- `no_cuda`: False |
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- `use_cpu`: False |
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- `use_mps_device`: False |
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- `seed`: 42 |
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- `data_seed`: None |
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- `jit_mode_eval`: False |
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- `use_ipex`: False |
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- `bf16`: True |
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- `fp16`: False |
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- `fp16_opt_level`: O1 |
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- `half_precision_backend`: auto |
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- `bf16_full_eval`: False |
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- `fp16_full_eval`: False |
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- `tf32`: None |
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- `local_rank`: 0 |
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- `ddp_backend`: None |
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- `tpu_num_cores`: None |
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- `tpu_metrics_debug`: False |
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- `debug`: [] |
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- `dataloader_drop_last`: False |
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- `dataloader_num_workers`: 0 |
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- `dataloader_prefetch_factor`: None |
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- `past_index`: -1 |
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- `disable_tqdm`: False |
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- `remove_unused_columns`: True |
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- `label_names`: None |
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- `load_best_model_at_end`: False |
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- `ignore_data_skip`: False |
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- `fsdp`: [] |
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- `fsdp_min_num_params`: 0 |
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- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False} |
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- `fsdp_transformer_layer_cls_to_wrap`: None |
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- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None} |
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- `deepspeed`: None |
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- `label_smoothing_factor`: 0.0 |
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- `optim`: adamw_torch |
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- `optim_args`: None |
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- `adafactor`: False |
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- `group_by_length`: False |
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- `length_column_name`: length |
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- `ddp_find_unused_parameters`: None |
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- `ddp_bucket_cap_mb`: None |
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- `ddp_broadcast_buffers`: False |
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- `dataloader_pin_memory`: True |
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- `dataloader_persistent_workers`: False |
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- `skip_memory_metrics`: True |
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- `use_legacy_prediction_loop`: False |
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- `push_to_hub`: False |
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- `resume_from_checkpoint`: None |
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- `hub_model_id`: None |
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- `hub_strategy`: every_save |
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- `hub_private_repo`: None |
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- `hub_always_push`: False |
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- `gradient_checkpointing`: False |
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- `gradient_checkpointing_kwargs`: None |
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- `include_inputs_for_metrics`: False |
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- `include_for_metrics`: [] |
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- `eval_do_concat_batches`: True |
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- `fp16_backend`: auto |
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- `push_to_hub_model_id`: None |
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- `push_to_hub_organization`: None |
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- `mp_parameters`: |
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- `auto_find_batch_size`: False |
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- `full_determinism`: False |
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- `torchdynamo`: None |
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- `ray_scope`: last |
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- `ddp_timeout`: 1800 |
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- `torch_compile`: False |
|
- `torch_compile_backend`: None |
|
- `torch_compile_mode`: None |
|
- `dispatch_batches`: None |
|
- `split_batches`: None |
|
- `include_tokens_per_second`: False |
|
- `include_num_input_tokens_seen`: False |
|
- `neftune_noise_alpha`: None |
|
- `optim_target_modules`: None |
|
- `batch_eval_metrics`: False |
|
- `eval_on_start`: False |
|
- `use_liger_kernel`: False |
|
- `eval_use_gather_object`: False |
|
- `average_tokens_across_devices`: False |
|
- `prompts`: {'query': '[unused0]', 'positive': '[unused1]', 'negative': '[unused1]'} |
|
- `batch_sampler`: no_duplicates |
|
- `multi_dataset_batch_sampler`: proportional |
|
|
|
</details> |
|
|
|
### Training Logs |
|
<details><summary>Click to expand</summary> |
|
|
|
| Epoch | Step | Training Loss | Validation Loss | ms_marco_cosine_accuracy | |
|
|:------:|:----:|:-------------:|:---------------:|:------------------------:| |
|
| 0 | 0 | - | - | 0.5833 | |
|
| 0.0005 | 1 | 24.3765 | - | - | |
|
| 0.0010 | 2 | 24.4903 | - | - | |
|
| 0.0015 | 3 | 24.4595 | - | - | |
|
| 0.0020 | 4 | 24.2913 | - | - | |
|
| 0.0026 | 5 | 24.355 | - | - | |
|
| 0.0031 | 6 | 24.2594 | - | - | |
|
| 0.0036 | 7 | 24.1731 | - | - | |
|
| 0.0041 | 8 | 24.135 | - | - | |
|
| 0.0046 | 9 | 23.9455 | - | - | |
|
| 0.0051 | 10 | 23.9964 | - | - | |
|
| 0.0056 | 11 | 23.7097 | - | - | |
|
| 0.0061 | 12 | 23.6735 | - | - | |
|
| 0.0067 | 13 | 23.4437 | - | - | |
|
| 0.0072 | 14 | 23.3786 | - | - | |
|
| 0.0077 | 15 | 23.2145 | - | - | |
|
| 0.0082 | 16 | 23.056 | - | - | |
|
| 0.0087 | 17 | 22.9313 | - | - | |
|
| 0.0092 | 18 | 22.6844 | - | - | |
|
| 0.0097 | 19 | 22.5722 | - | - | |
|
| 0.0102 | 20 | 22.4012 | - | - | |
|
| 0.0107 | 21 | 22.1844 | - | - | |
|
| 0.0113 | 22 | 21.9721 | - | - | |
|
| 0.0118 | 23 | 21.7602 | - | - | |
|
| 0.0123 | 24 | 21.4919 | - | - | |
|
| 0.0128 | 25 | 21.2078 | - | - | |
|
| 0.0133 | 26 | 20.9653 | - | - | |
|
| 0.0138 | 27 | 20.6508 | - | - | |
|
| 0.0143 | 28 | 20.2809 | - | - | |
|
| 0.0148 | 29 | 19.8262 | - | - | |
|
| 0.0154 | 30 | 19.3564 | - | - | |
|
| 0.0159 | 31 | 18.9138 | - | - | |
|
| 0.0164 | 32 | 18.2485 | - | - | |
|
| 0.0169 | 33 | 17.63 | - | - | |
|
| 0.0174 | 34 | 17.028 | - | - | |
|
| 0.0179 | 35 | 16.2372 | - | - | |
|
| 0.0184 | 36 | 15.3384 | - | - | |
|
| 0.0189 | 37 | 14.3885 | - | - | |
|
| 0.0194 | 38 | 13.4842 | - | - | |
|
| 0.0200 | 39 | 12.6733 | - | - | |
|
| 0.0205 | 40 | 11.8822 | - | - | |
|
| 0.0210 | 41 | 11.2018 | - | - | |
|
| 0.0215 | 42 | 10.2756 | - | - | |
|
| 0.0220 | 43 | 9.2841 | - | - | |
|
| 0.0225 | 44 | 8.8121 | - | - | |
|
| 0.0230 | 45 | 7.973 | - | - | |
|
| 0.0235 | 46 | 7.3955 | - | - | |
|
| 0.0241 | 47 | 6.9961 | - | - | |
|
| 0.0246 | 48 | 6.9545 | - | - | |
|
| 0.0251 | 49 | 6.4636 | - | - | |
|
| 0.0256 | 50 | 5.9562 | - | - | |
|
| 0.0261 | 51 | 5.6653 | - | - | |
|
| 0.0266 | 52 | 5.0228 | - | - | |
|
| 0.0271 | 53 | 4.6302 | - | - | |
|
| 0.0276 | 54 | 4.0535 | - | - | |
|
| 0.0281 | 55 | 3.714 | - | - | |
|
| 0.0287 | 56 | 3.2454 | - | - | |
|
| 0.0292 | 57 | 2.9078 | - | - | |
|
| 0.0297 | 58 | 2.6236 | - | - | |
|
| 0.0302 | 59 | 2.4775 | - | - | |
|
| 0.0307 | 60 | 2.1067 | - | - | |
|
| 0.0312 | 61 | 2.1748 | - | - | |
|
| 0.0317 | 62 | 1.9844 | - | - | |
|
| 0.0322 | 63 | 1.7707 | - | - | |
|
| 0.0328 | 64 | 1.6281 | - | - | |
|
| 0.0333 | 65 | 1.9416 | - | - | |
|
| 0.0338 | 66 | 1.5796 | - | - | |
|
| 0.0343 | 67 | 1.5611 | - | - | |
|
| 0.0348 | 68 | 1.5282 | - | - | |
|
| 0.0353 | 69 | 1.6081 | - | - | |
|
| 0.0358 | 70 | 1.4455 | - | - | |
|
| 0.0363 | 71 | 1.3649 | - | - | |
|
| 0.0368 | 72 | 1.0884 | - | - | |
|
| 0.0374 | 73 | 0.9736 | - | - | |
|
| 0.0379 | 74 | 0.8036 | - | - | |
|
| 0.0384 | 75 | 0.8466 | - | - | |
|
| 0.0389 | 76 | 0.8594 | - | - | |
|
| 0.0394 | 77 | 0.8887 | - | - | |
|
| 0.0399 | 78 | 0.8299 | - | - | |
|
| 0.0404 | 79 | 0.8561 | - | - | |
|
| 0.0409 | 80 | 1.0354 | - | - | |
|
| 0.0415 | 81 | 1.1445 | - | - | |
|
| 0.0420 | 82 | 1.1131 | - | - | |
|
| 0.0425 | 83 | 1.114 | - | - | |
|
| 0.0430 | 84 | 1.032 | - | - | |
|
| 0.0435 | 85 | 0.8509 | - | - | |
|
| 0.0440 | 86 | 0.7415 | - | - | |
|
| 0.0445 | 87 | 1.1415 | - | - | |
|
| 0.0450 | 88 | 1.1622 | - | - | |
|
| 0.0455 | 89 | 1.2912 | - | - | |
|
| 0.0461 | 90 | 1.0092 | - | - | |
|
| 0.0466 | 91 | 0.7901 | - | - | |
|
| 0.0471 | 92 | 0.7782 | - | - | |
|
| 0.0476 | 93 | 0.6596 | - | - | |
|
| 0.0481 | 94 | 0.5789 | - | - | |
|
| 0.0486 | 95 | 0.8727 | - | - | |
|
| 0.0491 | 96 | 0.6869 | - | - | |
|
| 0.0496 | 97 | 0.7282 | - | - | |
|
| 0.0502 | 98 | 0.6578 | - | - | |
|
| 0.0507 | 99 | 0.6303 | - | - | |
|
| 0.0512 | 100 | 0.4592 | 2.8360 | 0.8286 | |
|
| 0.0517 | 101 | 0.6197 | - | - | |
|
| 0.0522 | 102 | 0.737 | - | - | |
|
| 0.0527 | 103 | 0.538 | - | - | |
|
| 0.0532 | 104 | 0.435 | - | - | |
|
| 0.0537 | 105 | 0.3955 | - | - | |
|
| 0.0542 | 106 | 0.2621 | - | - | |
|
| 0.0548 | 107 | 0.2742 | - | - | |
|
| 0.0553 | 108 | 0.2802 | - | - | |
|
| 0.0558 | 109 | 0.2681 | - | - | |
|
| 0.0563 | 110 | 0.2489 | - | - | |
|
| 0.0568 | 111 | 0.2985 | - | - | |
|
| 0.0573 | 112 | 0.5011 | - | - | |
|
| 0.0578 | 113 | 0.4239 | - | - | |
|
| 0.0583 | 114 | 0.5619 | - | - | |
|
| 0.0589 | 115 | 0.3498 | - | - | |
|
| 0.0594 | 116 | 0.5731 | - | - | |
|
| 0.0599 | 117 | 0.4297 | - | - | |
|
| 0.0604 | 118 | 0.4703 | - | - | |
|
| 0.0609 | 119 | 0.449 | - | - | |
|
| 0.0614 | 120 | 0.4708 | - | - | |
|
| 0.0619 | 121 | 0.4467 | - | - | |
|
| 0.0624 | 122 | 0.4263 | - | - | |
|
| 0.0629 | 123 | 0.3481 | - | - | |
|
| 0.0635 | 124 | 0.2899 | - | - | |
|
| 0.0640 | 125 | 0.4778 | - | - | |
|
| 0.0645 | 126 | 0.7366 | - | - | |
|
| 0.0650 | 127 | 0.5905 | - | - | |
|
| 0.0655 | 128 | 0.5095 | - | - | |
|
| 0.0660 | 129 | 0.3977 | - | - | |
|
| 0.0665 | 130 | 0.4885 | - | - | |
|
| 0.0670 | 131 | 0.4421 | - | - | |
|
| 0.0676 | 132 | 0.2875 | - | - | |
|
| 0.0681 | 133 | 0.4082 | - | - | |
|
| 0.0686 | 134 | 0.424 | - | - | |
|
| 0.0691 | 135 | 0.5184 | - | - | |
|
| 0.0696 | 136 | 0.4225 | - | - | |
|
| 0.0701 | 137 | 0.4612 | - | - | |
|
| 0.0706 | 138 | 0.3632 | - | - | |
|
| 0.0711 | 139 | 0.3489 | - | - | |
|
| 0.0716 | 140 | 0.3888 | - | - | |
|
| 0.0722 | 141 | 0.367 | - | - | |
|
| 0.0727 | 142 | 0.3191 | - | - | |
|
| 0.0732 | 143 | 0.4214 | - | - | |
|
| 0.0737 | 144 | 0.3566 | - | - | |
|
| 0.0742 | 145 | 0.2213 | - | - | |
|
| 0.0747 | 146 | 0.2371 | - | - | |
|
| 0.0752 | 147 | 0.2611 | - | - | |
|
| 0.0757 | 148 | 0.1732 | - | - | |
|
| 0.0763 | 149 | 0.223 | - | - | |
|
| 0.0768 | 150 | 0.1442 | - | - | |
|
| 0.0773 | 151 | 0.2201 | - | - | |
|
| 0.0778 | 152 | 0.379 | - | - | |
|
| 0.0783 | 153 | 0.3073 | - | - | |
|
| 0.0788 | 154 | 0.2447 | - | - | |
|
| 0.0793 | 155 | 0.3104 | - | - | |
|
| 0.0798 | 156 | 0.3395 | - | - | |
|
| 0.0803 | 157 | 0.2449 | - | - | |
|
| 0.0809 | 158 | 0.226 | - | - | |
|
| 0.0814 | 159 | 0.2058 | - | - | |
|
| 0.0819 | 160 | 0.2084 | - | - | |
|
| 0.0824 | 161 | 0.1993 | - | - | |
|
| 0.0829 | 162 | 0.1208 | - | - | |
|
| 0.0834 | 163 | 0.1055 | - | - | |
|
| 0.0839 | 164 | 0.2083 | - | - | |
|
| 0.0844 | 165 | 0.2167 | - | - | |
|
| 0.0850 | 166 | 0.2169 | - | - | |
|
| 0.0855 | 167 | 0.194 | - | - | |
|
| 0.0860 | 168 | 0.2136 | - | - | |
|
| 0.0865 | 169 | 0.2185 | - | - | |
|
| 0.0870 | 170 | 0.2675 | - | - | |
|
| 0.0875 | 171 | 0.2817 | - | - | |
|
| 0.0880 | 172 | 0.3723 | - | - | |
|
| 0.0885 | 173 | 0.5269 | - | - | |
|
| 0.0890 | 174 | 0.2643 | - | - | |
|
| 0.0896 | 175 | 0.2437 | - | - | |
|
| 0.0901 | 176 | 0.1549 | - | - | |
|
| 0.0906 | 177 | 0.1461 | - | - | |
|
| 0.0911 | 178 | 0.1395 | - | - | |
|
| 0.0916 | 179 | 0.1506 | - | - | |
|
| 0.0921 | 180 | 0.2542 | - | - | |
|
| 0.0926 | 181 | 0.2022 | - | - | |
|
| 0.0931 | 182 | 0.1756 | - | - | |
|
| 0.0937 | 183 | 0.2411 | - | - | |
|
| 0.0942 | 184 | 0.3402 | - | - | |
|
| 0.0947 | 185 | 0.3534 | - | - | |
|
| 0.0952 | 186 | 0.2632 | - | - | |
|
| 0.0957 | 187 | 0.3643 | - | - | |
|
| 0.0962 | 188 | 0.4046 | - | - | |
|
| 0.0967 | 189 | 0.2619 | - | - | |
|
| 0.0972 | 190 | 0.1575 | - | - | |
|
| 0.0977 | 191 | 0.12 | - | - | |
|
| 0.0983 | 192 | 0.1157 | - | - | |
|
| 0.0988 | 193 | 0.2453 | - | - | |
|
| 0.0993 | 194 | 0.2406 | - | - | |
|
| 0.0998 | 195 | 0.1784 | - | - | |
|
| 0.1003 | 196 | 0.2226 | - | - | |
|
| 0.1008 | 197 | 0.1963 | - | - | |
|
| 0.1013 | 198 | 0.0964 | - | - | |
|
| 0.1018 | 199 | 0.1413 | - | - | |
|
| 0.1024 | 200 | 0.1467 | 1.6950 | 0.915 | |
|
| 0.1029 | 201 | 0.322 | - | - | |
|
| 0.1034 | 202 | 0.3444 | - | - | |
|
| 0.1039 | 203 | 0.2968 | - | - | |
|
| 0.1044 | 204 | 0.227 | - | - | |
|
| 0.1049 | 205 | 0.3337 | - | - | |
|
| 0.1054 | 206 | 0.2653 | - | - | |
|
| 0.1059 | 207 | 0.251 | - | - | |
|
| 0.1064 | 208 | 0.1667 | - | - | |
|
| 0.1070 | 209 | 0.106 | - | - | |
|
| 0.1075 | 210 | 0.1635 | - | - | |
|
| 0.1080 | 211 | 0.1338 | - | - | |
|
| 0.1085 | 212 | 0.1247 | - | - | |
|
| 0.1090 | 213 | 0.12 | - | - | |
|
| 0.1095 | 214 | 0.2283 | - | - | |
|
| 0.1100 | 215 | 0.2245 | - | - | |
|
| 0.1105 | 216 | 0.2821 | - | - | |
|
| 0.1111 | 217 | 0.23 | - | - | |
|
| 0.1116 | 218 | 0.3457 | - | - | |
|
| 0.1121 | 219 | 0.4413 | - | - | |
|
| 0.1126 | 220 | 0.3201 | - | - | |
|
| 0.1131 | 221 | 0.3959 | - | - | |
|
| 0.1136 | 222 | 0.323 | - | - | |
|
| 0.1141 | 223 | 0.1532 | - | - | |
|
| 0.1146 | 224 | 0.2216 | - | - | |
|
| 0.1151 | 225 | 0.2449 | - | - | |
|
| 0.1157 | 226 | 0.1398 | - | - | |
|
| 0.1162 | 227 | 0.2693 | - | - | |
|
| 0.1167 | 228 | 0.265 | - | - | |
|
| 0.1172 | 229 | 0.2228 | - | - | |
|
| 0.1177 | 230 | 0.2179 | - | - | |
|
| 0.1182 | 231 | 0.1581 | - | - | |
|
| 0.1187 | 232 | 0.2204 | - | - | |
|
| 0.1192 | 233 | 0.1252 | - | - | |
|
| 0.1198 | 234 | 0.2252 | - | - | |
|
| 0.1203 | 235 | 0.2116 | - | - | |
|
| 0.1208 | 236 | 0.1856 | - | - | |
|
| 0.1213 | 237 | 0.1115 | - | - | |
|
| 0.1218 | 238 | 0.0827 | - | - | |
|
| 0.1223 | 239 | 0.2732 | - | - | |
|
| 0.1228 | 240 | 0.2076 | - | - | |
|
| 0.1233 | 241 | 0.1214 | - | - | |
|
| 0.1238 | 242 | 0.1385 | - | - | |
|
| 0.1244 | 243 | 0.3275 | - | - | |
|
| 0.1249 | 244 | 0.307 | - | - | |
|
| 0.1254 | 245 | 0.1637 | - | - | |
|
| 0.1259 | 246 | 0.3614 | - | - | |
|
| 0.1264 | 247 | 0.2571 | - | - | |
|
| 0.1269 | 248 | 0.2131 | - | - | |
|
| 0.1274 | 249 | 0.2254 | - | - | |
|
| 0.1279 | 250 | 0.1677 | - | - | |
|
| 0.1285 | 251 | 0.2697 | - | - | |
|
| 0.1290 | 252 | 0.205 | - | - | |
|
| 0.1295 | 253 | 0.1395 | - | - | |
|
| 0.1300 | 254 | 0.1931 | - | - | |
|
| 0.1305 | 255 | 0.2205 | - | - | |
|
| 0.1310 | 256 | 0.1271 | - | - | |
|
| 0.1315 | 257 | 0.1029 | - | - | |
|
| 0.1320 | 258 | 0.0632 | - | - | |
|
| 0.1325 | 259 | 0.0594 | - | - | |
|
| 0.1331 | 260 | 0.2551 | - | - | |
|
| 0.1336 | 261 | 0.3609 | - | - | |
|
| 0.1341 | 262 | 0.3379 | - | - | |
|
| 0.1346 | 263 | 0.2832 | - | - | |
|
| 0.1351 | 264 | 0.2797 | - | - | |
|
| 0.1356 | 265 | 0.2167 | - | - | |
|
| 0.1361 | 266 | 0.2362 | - | - | |
|
| 0.1366 | 267 | 0.1922 | - | - | |
|
| 0.1372 | 268 | 0.2488 | - | - | |
|
| 0.1377 | 269 | 0.135 | - | - | |
|
| 0.1382 | 270 | 0.1064 | - | - | |
|
| 0.1387 | 271 | 0.1245 | - | - | |
|
| 0.1392 | 272 | 0.1605 | - | - | |
|
| 0.1397 | 273 | 0.1739 | - | - | |
|
| 0.1402 | 274 | 0.1816 | - | - | |
|
| 0.1407 | 275 | 0.1802 | - | - | |
|
| 0.1412 | 276 | 0.1227 | - | - | |
|
| 0.1418 | 277 | 0.1445 | - | - | |
|
| 0.1423 | 278 | 0.1052 | - | - | |
|
| 0.1428 | 279 | 0.0774 | - | - | |
|
| 0.1433 | 280 | 0.0778 | - | - | |
|
| 0.1438 | 281 | 0.1116 | - | - | |
|
| 0.1443 | 282 | 0.3067 | - | - | |
|
| 0.1448 | 283 | 0.3255 | - | - | |
|
| 0.1453 | 284 | 0.2831 | - | - | |
|
| 0.1459 | 285 | 0.2623 | - | - | |
|
| 0.1464 | 286 | 0.2323 | - | - | |
|
| 0.1469 | 287 | 0.2093 | - | - | |
|
| 0.1474 | 288 | 0.1023 | - | - | |
|
| 0.1479 | 289 | 0.1909 | - | - | |
|
| 0.1484 | 290 | 0.1476 | - | - | |
|
| 0.1489 | 291 | 0.1069 | - | - | |
|
| 0.1494 | 292 | 0.2284 | - | - | |
|
| 0.1499 | 293 | 0.1341 | - | - | |
|
| 0.1505 | 294 | 0.0924 | - | - | |
|
| 0.1510 | 295 | 0.1264 | - | - | |
|
| 0.1515 | 296 | 0.0836 | - | - | |
|
| 0.1520 | 297 | 0.163 | - | - | |
|
| 0.1525 | 298 | 0.0946 | - | - | |
|
| 0.1530 | 299 | 0.0784 | - | - | |
|
| 0.1535 | 300 | 0.2065 | 1.3301 | 0.9233 | |
|
| 0.1540 | 301 | 0.133 | - | - | |
|
| 0.1546 | 302 | 0.1105 | - | - | |
|
| 0.1551 | 303 | 0.1045 | - | - | |
|
| 0.1556 | 304 | 0.136 | - | - | |
|
| 0.1561 | 305 | 0.0834 | - | - | |
|
| 0.1566 | 306 | 0.0856 | - | - | |
|
| 0.1571 | 307 | 0.1069 | - | - | |
|
| 0.1576 | 308 | 0.2031 | - | - | |
|
| 0.1581 | 309 | 0.1742 | - | - | |
|
| 0.1586 | 310 | 0.1186 | - | - | |
|
| 0.1592 | 311 | 0.0532 | - | - | |
|
| 0.1597 | 312 | 0.0982 | - | - | |
|
| 0.1602 | 313 | 0.1013 | - | - | |
|
| 0.1607 | 314 | 0.1019 | - | - | |
|
| 0.1612 | 315 | 0.1899 | - | - | |
|
| 0.1617 | 316 | 0.133 | - | - | |
|
| 0.1622 | 317 | 0.242 | - | - | |
|
| 0.1627 | 318 | 0.3231 | - | - | |
|
| 0.1633 | 319 | 0.3294 | - | - | |
|
| 0.1638 | 320 | 0.3034 | - | - | |
|
| 0.1643 | 321 | 0.263 | - | - | |
|
| 0.1648 | 322 | 0.2273 | - | - | |
|
| 0.1653 | 323 | 0.1982 | - | - | |
|
| 0.1658 | 324 | 0.143 | - | - | |
|
| 0.1663 | 325 | 0.317 | - | - | |
|
| 0.1668 | 326 | 0.3259 | - | - | |
|
| 0.1673 | 327 | 0.2158 | - | - | |
|
| 0.1679 | 328 | 0.231 | - | - | |
|
| 0.1684 | 329 | 0.1733 | - | - | |
|
| 0.1689 | 330 | 0.3191 | - | - | |
|
| 0.1694 | 331 | 0.187 | - | - | |
|
| 0.1699 | 332 | 0.169 | - | - | |
|
| 0.1704 | 333 | 0.2259 | - | - | |
|
| 0.1709 | 334 | 0.2909 | - | - | |
|
| 0.1714 | 335 | 0.3047 | - | - | |
|
| 0.1720 | 336 | 0.2925 | - | - | |
|
| 0.1725 | 337 | 0.2579 | - | - | |
|
| 0.1730 | 338 | 0.2226 | - | - | |
|
| 0.1735 | 339 | 0.3724 | - | - | |
|
| 0.1740 | 340 | 0.2634 | - | - | |
|
| 0.1745 | 341 | 0.1856 | - | - | |
|
| 0.1750 | 342 | 0.1102 | - | - | |
|
| 0.1755 | 343 | 0.1205 | - | - | |
|
| 0.1760 | 344 | 0.1154 | - | - | |
|
| 0.1766 | 345 | 0.1558 | - | - | |
|
| 0.1771 | 346 | 0.0789 | - | - | |
|
| 0.1776 | 347 | 0.1674 | - | - | |
|
| 0.1781 | 348 | 0.1188 | - | - | |
|
| 0.1786 | 349 | 0.163 | - | - | |
|
| 0.1791 | 350 | 0.197 | - | - | |
|
| 0.1796 | 351 | 0.1017 | - | - | |
|
| 0.1801 | 352 | 0.0914 | - | - | |
|
| 0.1807 | 353 | 0.1576 | - | - | |
|
| 0.1812 | 354 | 0.1809 | - | - | |
|
| 0.1817 | 355 | 0.1624 | - | - | |
|
| 0.1822 | 356 | 0.1636 | - | - | |
|
| 0.1827 | 357 | 0.1473 | - | - | |
|
| 0.1832 | 358 | 0.1839 | - | - | |
|
| 0.1837 | 359 | 0.1494 | - | - | |
|
| 0.1842 | 360 | 0.1326 | - | - | |
|
| 0.1847 | 361 | 0.1545 | - | - | |
|
| 0.1853 | 362 | 0.1588 | - | - | |
|
| 0.1858 | 363 | 0.0975 | - | - | |
|
| 0.1863 | 364 | 0.1363 | - | - | |
|
| 0.1868 | 365 | 0.1248 | - | - | |
|
| 0.1873 | 366 | 0.1328 | - | - | |
|
| 0.1878 | 367 | 0.1329 | - | - | |
|
| 0.1883 | 368 | 0.0755 | - | - | |
|
| 0.1888 | 369 | 0.2535 | - | - | |
|
| 0.1894 | 370 | 0.2484 | - | - | |
|
| 0.1899 | 371 | 0.2538 | - | - | |
|
| 0.1904 | 372 | 0.1597 | - | - | |
|
| 0.1909 | 373 | 0.188 | - | - | |
|
| 0.1914 | 374 | 0.0946 | - | - | |
|
| 0.1919 | 375 | 0.0899 | - | - | |
|
| 0.1924 | 376 | 0.0814 | - | - | |
|
| 0.1929 | 377 | 0.1024 | - | - | |
|
| 0.1934 | 378 | 0.2536 | - | - | |
|
| 0.1940 | 379 | 0.1975 | - | - | |
|
| 0.1945 | 380 | 0.1364 | - | - | |
|
| 0.1950 | 381 | 0.1144 | - | - | |
|
| 0.1955 | 382 | 0.1584 | - | - | |
|
| 0.1960 | 383 | 0.2206 | - | - | |
|
| 0.1965 | 384 | 0.2278 | - | - | |
|
| 0.1970 | 385 | 0.3123 | - | - | |
|
| 0.1975 | 386 | 0.1633 | - | - | |
|
| 0.1981 | 387 | 0.1344 | - | - | |
|
| 0.1986 | 388 | 0.2176 | - | - | |
|
| 0.1991 | 389 | 0.132 | - | - | |
|
| 0.1996 | 390 | 0.1022 | - | - | |
|
| 0.2001 | 391 | 0.1819 | - | - | |
|
| 0.2006 | 392 | 0.1488 | - | - | |
|
| 0.2011 | 393 | 0.0793 | - | - | |
|
| 0.2016 | 394 | 0.1097 | - | - | |
|
| 0.2021 | 395 | 0.0742 | - | - | |
|
| 0.2027 | 396 | 0.1336 | - | - | |
|
| 0.2032 | 397 | 0.102 | - | - | |
|
| 0.2037 | 398 | 0.0837 | - | - | |
|
| 0.2042 | 399 | 0.0948 | - | - | |
|
| 0.2047 | 400 | 0.0911 | 1.2098 | 0.9202 | |
|
| 0.2052 | 401 | 0.1793 | - | - | |
|
| 0.2057 | 402 | 0.1949 | - | - | |
|
| 0.2062 | 403 | 0.1297 | - | - | |
|
| 0.2068 | 404 | 0.0983 | - | - | |
|
| 0.2073 | 405 | 0.1735 | - | - | |
|
| 0.2078 | 406 | 0.1271 | - | - | |
|
| 0.2083 | 407 | 0.1855 | - | - | |
|
| 0.2088 | 408 | 0.1755 | - | - | |
|
| 0.2093 | 409 | 0.1591 | - | - | |
|
| 0.2098 | 410 | 0.2311 | - | - | |
|
| 0.2103 | 411 | 0.2291 | - | - | |
|
| 0.2108 | 412 | 0.0812 | - | - | |
|
| 0.2114 | 413 | 0.0893 | - | - | |
|
| 0.2119 | 414 | 0.1559 | - | - | |
|
| 0.2124 | 415 | 0.2663 | - | - | |
|
| 0.2129 | 416 | 0.257 | - | - | |
|
| 0.2134 | 417 | 0.1864 | - | - | |
|
| 0.2139 | 418 | 0.1735 | - | - | |
|
| 0.2144 | 419 | 0.1028 | - | - | |
|
| 0.2149 | 420 | 0.1494 | - | - | |
|
| 0.2155 | 421 | 0.1528 | - | - | |
|
| 0.2160 | 422 | 0.3732 | - | - | |
|
| 0.2165 | 423 | 0.2663 | - | - | |
|
| 0.2170 | 424 | 0.2487 | - | - | |
|
| 0.2175 | 425 | 0.28 | - | - | |
|
| 0.2180 | 426 | 0.1857 | - | - | |
|
| 0.2185 | 427 | 0.1069 | - | - | |
|
| 0.2190 | 428 | 0.138 | - | - | |
|
| 0.2195 | 429 | 0.106 | - | - | |
|
| 0.2201 | 430 | 0.1366 | - | - | |
|
| 0.2206 | 431 | 0.1444 | - | - | |
|
| 0.2211 | 432 | 0.0695 | - | - | |
|
| 0.2216 | 433 | 0.0652 | - | - | |
|
| 0.2221 | 434 | 0.0771 | - | - | |
|
| 0.2226 | 435 | 0.1724 | - | - | |
|
| 0.2231 | 436 | 0.1494 | - | - | |
|
| 0.2236 | 437 | 0.1837 | - | - | |
|
| 0.2242 | 438 | 0.1885 | - | - | |
|
| 0.2247 | 439 | 0.3021 | - | - | |
|
| 0.2252 | 440 | 0.2301 | - | - | |
|
| 0.2257 | 441 | 0.1372 | - | - | |
|
| 0.2262 | 442 | 0.1413 | - | - | |
|
| 0.2267 | 443 | 0.1489 | - | - | |
|
| 0.2272 | 444 | 0.2566 | - | - | |
|
| 0.2277 | 445 | 0.1504 | - | - | |
|
| 0.2282 | 446 | 0.1567 | - | - | |
|
| 0.2288 | 447 | 0.2548 | - | - | |
|
| 0.2293 | 448 | 0.2375 | - | - | |
|
| 0.2298 | 449 | 0.2346 | - | - | |
|
| 0.2303 | 450 | 0.2818 | - | - | |
|
| 0.2308 | 451 | 0.1814 | - | - | |
|
| 0.2313 | 452 | 0.1792 | - | - | |
|
| 0.2318 | 453 | 0.1701 | - | - | |
|
| 0.2323 | 454 | 0.158 | - | - | |
|
| 0.2329 | 455 | 0.0782 | - | - | |
|
| 0.2334 | 456 | 0.0762 | - | - | |
|
| 0.2339 | 457 | 0.1317 | - | - | |
|
| 0.2344 | 458 | 0.1143 | - | - | |
|
| 0.2349 | 459 | 0.0982 | - | - | |
|
| 0.2354 | 460 | 0.1041 | - | - | |
|
| 0.2359 | 461 | 0.0873 | - | - | |
|
| 0.2364 | 462 | 0.1718 | - | - | |
|
| 0.2369 | 463 | 0.2022 | - | - | |
|
| 0.2375 | 464 | 0.4147 | - | - | |
|
| 0.2380 | 465 | 0.3045 | - | - | |
|
| 0.2385 | 466 | 0.2021 | - | - | |
|
| 0.2390 | 467 | 0.2004 | - | - | |
|
| 0.2395 | 468 | 0.1474 | - | - | |
|
| 0.2400 | 469 | 0.2358 | - | - | |
|
| 0.2405 | 470 | 0.2385 | - | - | |
|
| 0.2410 | 471 | 0.2669 | - | - | |
|
| 0.2416 | 472 | 0.1408 | - | - | |
|
| 0.2421 | 473 | 0.1248 | - | - | |
|
| 0.2426 | 474 | 0.0805 | - | - | |
|
| 0.2431 | 475 | 0.0821 | - | - | |
|
| 0.2436 | 476 | 0.0498 | - | - | |
|
| 0.2441 | 477 | 0.0886 | - | - | |
|
| 0.2446 | 478 | 0.066 | - | - | |
|
| 0.2451 | 479 | 0.1148 | - | - | |
|
| 0.2456 | 480 | 0.1282 | - | - | |
|
| 0.2462 | 481 | 0.1113 | - | - | |
|
| 0.2467 | 482 | 0.0992 | - | - | |
|
| 0.2472 | 483 | 0.2702 | - | - | |
|
| 0.2477 | 484 | 0.2504 | - | - | |
|
| 0.2482 | 485 | 0.3917 | - | - | |
|
| 0.2487 | 486 | 0.1506 | - | - | |
|
| 0.2492 | 487 | 0.1238 | - | - | |
|
| 0.2497 | 488 | 0.1337 | - | - | |
|
| 0.2503 | 489 | 0.2255 | - | - | |
|
| 0.2508 | 490 | 0.1447 | - | - | |
|
| 0.2513 | 491 | 0.2208 | - | - | |
|
| 0.2518 | 492 | 0.268 | - | - | |
|
| 0.2523 | 493 | 0.174 | - | - | |
|
| 0.2528 | 494 | 0.2124 | - | - | |
|
| 0.2533 | 495 | 0.1783 | - | - | |
|
| 0.2538 | 496 | 0.1945 | - | - | |
|
| 0.2544 | 497 | 0.1642 | - | - | |
|
| 0.2549 | 498 | 0.2724 | - | - | |
|
| 0.2554 | 499 | 0.1823 | - | - | |
|
| 0.2559 | 500 | 0.18 | 1.1056 | 0.913 | |
|
| 0.2564 | 501 | 0.1871 | - | - | |
|
| 0.2569 | 502 | 0.1611 | - | - | |
|
| 0.2574 | 503 | 0.1915 | - | - | |
|
| 0.2579 | 504 | 0.1281 | - | - | |
|
| 0.2584 | 505 | 0.1793 | - | - | |
|
| 0.2590 | 506 | 0.0993 | - | - | |
|
| 0.2595 | 507 | 0.1785 | - | - | |
|
| 0.2600 | 508 | 0.1308 | - | - | |
|
| 0.2605 | 509 | 0.1142 | - | - | |
|
| 0.2610 | 510 | 0.0932 | - | - | |
|
| 0.2615 | 511 | 0.1643 | - | - | |
|
| 0.2620 | 512 | 0.175 | - | - | |
|
| 0.2625 | 513 | 0.2568 | - | - | |
|
| 0.2631 | 514 | 0.1534 | - | - | |
|
| 0.2636 | 515 | 0.105 | - | - | |
|
| 0.2641 | 516 | 0.0964 | - | - | |
|
| 0.2646 | 517 | 0.062 | - | - | |
|
| 0.2651 | 518 | 0.123 | - | - | |
|
| 0.2656 | 519 | 0.1892 | - | - | |
|
| 0.2661 | 520 | 0.1282 | - | - | |
|
| 0.2666 | 521 | 0.1243 | - | - | |
|
| 0.2671 | 522 | 0.1051 | - | - | |
|
| 0.2677 | 523 | 0.1257 | - | - | |
|
| 0.2682 | 524 | 0.2121 | - | - | |
|
| 0.2687 | 525 | 0.2357 | - | - | |
|
| 0.2692 | 526 | 0.1355 | - | - | |
|
| 0.2697 | 527 | 0.0861 | - | - | |
|
| 0.2702 | 528 | 0.0632 | - | - | |
|
| 0.2707 | 529 | 0.0652 | - | - | |
|
| 0.2712 | 530 | 0.1102 | - | - | |
|
| 0.2718 | 531 | 0.3408 | - | - | |
|
| 0.2723 | 532 | 0.3124 | - | - | |
|
| 0.2728 | 533 | 0.1656 | - | - | |
|
| 0.2733 | 534 | 0.2136 | - | - | |
|
| 0.2738 | 535 | 0.1601 | - | - | |
|
| 0.2743 | 536 | 0.3403 | - | - | |
|
| 0.2748 | 537 | 0.3067 | - | - | |
|
| 0.2753 | 538 | 0.2028 | - | - | |
|
| 0.2758 | 539 | 0.1166 | - | - | |
|
| 0.2764 | 540 | 0.1655 | - | - | |
|
| 0.2769 | 541 | 0.1911 | - | - | |
|
| 0.2774 | 542 | 0.2947 | - | - | |
|
| 0.2779 | 543 | 0.259 | - | - | |
|
| 0.2784 | 544 | 0.1485 | - | - | |
|
| 0.2789 | 545 | 0.2414 | - | - | |
|
| 0.2794 | 546 | 0.1195 | - | - | |
|
| 0.2799 | 547 | 0.128 | - | - | |
|
| 0.2805 | 548 | 0.1484 | - | - | |
|
| 0.2810 | 549 | 0.1338 | - | - | |
|
| 0.2815 | 550 | 0.1516 | - | - | |
|
| 0.2820 | 551 | 0.1856 | - | - | |
|
| 0.2825 | 552 | 0.2027 | - | - | |
|
| 0.2830 | 553 | 0.1686 | - | - | |
|
| 0.2835 | 554 | 0.1355 | - | - | |
|
| 0.2840 | 555 | 0.1367 | - | - | |
|
| 0.2845 | 556 | 0.0977 | - | - | |
|
| 0.2851 | 557 | 0.0916 | - | - | |
|
| 0.2856 | 558 | 0.1016 | - | - | |
|
| 0.2861 | 559 | 0.105 | - | - | |
|
| 0.2866 | 560 | 0.0681 | - | - | |
|
| 0.2871 | 561 | 0.1317 | - | - | |
|
| 0.2876 | 562 | 0.0983 | - | - | |
|
| 0.2881 | 563 | 0.1189 | - | - | |
|
| 0.2886 | 564 | 0.1822 | - | - | |
|
| 0.2892 | 565 | 0.1149 | - | - | |
|
| 0.2897 | 566 | 0.0516 | - | - | |
|
| 0.2902 | 567 | 0.0912 | - | - | |
|
| 0.2907 | 568 | 0.1609 | - | - | |
|
| 0.2912 | 569 | 0.1439 | - | - | |
|
| 0.2917 | 570 | 0.1051 | - | - | |
|
| 0.2922 | 571 | 0.1287 | - | - | |
|
| 0.2927 | 572 | 0.1966 | - | - | |
|
| 0.2932 | 573 | 0.1681 | - | - | |
|
| 0.2938 | 574 | 0.1248 | - | - | |
|
| 0.2943 | 575 | 0.204 | - | - | |
|
| 0.2948 | 576 | 0.2069 | - | - | |
|
| 0.2953 | 577 | 0.1346 | - | - | |
|
| 0.2958 | 578 | 0.144 | - | - | |
|
| 0.2963 | 579 | 0.1006 | - | - | |
|
| 0.2968 | 580 | 0.0653 | - | - | |
|
| 0.2973 | 581 | 0.0606 | - | - | |
|
| 0.2979 | 582 | 0.0959 | - | - | |
|
| 0.2984 | 583 | 0.2208 | - | - | |
|
| 0.2989 | 584 | 0.2492 | - | - | |
|
| 0.2994 | 585 | 0.224 | - | - | |
|
| 0.2999 | 586 | 0.2556 | - | - | |
|
| 0.3004 | 587 | 0.1741 | - | - | |
|
| 0.3009 | 588 | 0.1486 | - | - | |
|
| 0.3014 | 589 | 0.2298 | - | - | |
|
| 0.3019 | 590 | 0.1557 | - | - | |
|
| 0.3025 | 591 | 0.2844 | - | - | |
|
| 0.3030 | 592 | 0.235 | - | - | |
|
| 0.3035 | 593 | 0.1801 | - | - | |
|
| 0.3040 | 594 | 0.1602 | - | - | |
|
| 0.3045 | 595 | 0.131 | - | - | |
|
| 0.3050 | 596 | 0.1771 | - | - | |
|
| 0.3055 | 597 | 0.0996 | - | - | |
|
| 0.3060 | 598 | 0.0809 | - | - | |
|
| 0.3066 | 599 | 0.1244 | - | - | |
|
| 0.3071 | 600 | 0.1467 | 1.1270 | 0.9164 | |
|
| 0.3076 | 601 | 0.1539 | - | - | |
|
| 0.3081 | 602 | 0.1627 | - | - | |
|
| 0.3086 | 603 | 0.094 | - | - | |
|
| 0.3091 | 604 | 0.0673 | - | - | |
|
| 0.3096 | 605 | 0.0628 | - | - | |
|
| 0.3101 | 606 | 0.0661 | - | - | |
|
| 0.3106 | 607 | 0.059 | - | - | |
|
| 0.3112 | 608 | 0.0386 | - | - | |
|
| 0.3117 | 609 | 0.0659 | - | - | |
|
| 0.3122 | 610 | 0.1256 | - | - | |
|
| 0.3127 | 611 | 0.2102 | - | - | |
|
| 0.3132 | 612 | 0.2038 | - | - | |
|
| 0.3137 | 613 | 0.2993 | - | - | |
|
| 0.3142 | 614 | 0.2537 | - | - | |
|
| 0.3147 | 615 | 0.2742 | - | - | |
|
| 0.3153 | 616 | 0.2262 | - | - | |
|
| 0.3158 | 617 | 0.1024 | - | - | |
|
| 0.3163 | 618 | 0.1367 | - | - | |
|
| 0.3168 | 619 | 0.2258 | - | - | |
|
| 0.3173 | 620 | 0.1861 | - | - | |
|
| 0.3178 | 621 | 0.1482 | - | - | |
|
| 0.3183 | 622 | 0.1205 | - | - | |
|
| 0.3188 | 623 | 0.2656 | - | - | |
|
| 0.3193 | 624 | 0.3613 | - | - | |
|
| 0.3199 | 625 | 0.1914 | - | - | |
|
| 0.3204 | 626 | 0.2363 | - | - | |
|
| 0.3209 | 627 | 0.1523 | - | - | |
|
| 0.3214 | 628 | 0.1676 | - | - | |
|
| 0.3219 | 629 | 0.1536 | - | - | |
|
| 0.3224 | 630 | 0.1544 | - | - | |
|
| 0.3229 | 631 | 0.1694 | - | - | |
|
| 0.3234 | 632 | 0.133 | - | - | |
|
| 0.3240 | 633 | 0.163 | - | - | |
|
| 0.3245 | 634 | 0.2706 | - | - | |
|
| 0.3250 | 635 | 0.3171 | - | - | |
|
| 0.3255 | 636 | 0.2479 | - | - | |
|
| 0.3260 | 637 | 0.1399 | - | - | |
|
| 0.3265 | 638 | 0.1158 | - | - | |
|
| 0.3270 | 639 | 0.17 | - | - | |
|
| 0.3275 | 640 | 0.1492 | - | - | |
|
| 0.3280 | 641 | 0.2517 | - | - | |
|
| 0.3286 | 642 | 0.1551 | - | - | |
|
| 0.3291 | 643 | 0.083 | - | - | |
|
| 0.3296 | 644 | 0.0845 | - | - | |
|
| 0.3301 | 645 | 0.321 | - | - | |
|
| 0.3306 | 646 | 0.2162 | - | - | |
|
| 0.3311 | 647 | 0.1856 | - | - | |
|
| 0.3316 | 648 | 0.2404 | - | - | |
|
| 0.3321 | 649 | 0.2655 | - | - | |
|
| 0.3327 | 650 | 0.1434 | - | - | |
|
| 0.3332 | 651 | 0.0856 | - | - | |
|
| 0.3337 | 652 | 0.1041 | - | - | |
|
| 0.3342 | 653 | 0.2421 | - | - | |
|
| 0.3347 | 654 | 0.2219 | - | - | |
|
| 0.3352 | 655 | 0.1435 | - | - | |
|
| 0.3357 | 656 | 0.1785 | - | - | |
|
| 0.3362 | 657 | 0.1608 | - | - | |
|
| 0.3367 | 658 | 0.1657 | - | - | |
|
| 0.3373 | 659 | 0.1231 | - | - | |
|
| 0.3378 | 660 | 0.1121 | - | - | |
|
| 0.3383 | 661 | 0.1749 | - | - | |
|
| 0.3388 | 662 | 0.166 | - | - | |
|
| 0.3393 | 663 | 0.1778 | - | - | |
|
| 0.3398 | 664 | 0.1772 | - | - | |
|
| 0.3403 | 665 | 0.1969 | - | - | |
|
| 0.3408 | 666 | 0.249 | - | - | |
|
| 0.3414 | 667 | 0.1366 | - | - | |
|
| 0.3419 | 668 | 0.0856 | - | - | |
|
| 0.3424 | 669 | 0.212 | - | - | |
|
| 0.3429 | 670 | 0.1776 | - | - | |
|
| 0.3434 | 671 | 0.1713 | - | - | |
|
| 0.3439 | 672 | 0.1108 | - | - | |
|
| 0.3444 | 673 | 0.2103 | - | - | |
|
| 0.3449 | 674 | 0.2127 | - | - | |
|
| 0.3454 | 675 | 0.1979 | - | - | |
|
| 0.3460 | 676 | 0.2033 | - | - | |
|
| 0.3465 | 677 | 0.2822 | - | - | |
|
| 0.3470 | 678 | 0.2751 | - | - | |
|
| 0.3475 | 679 | 0.205 | - | - | |
|
| 0.3480 | 680 | 0.1969 | - | - | |
|
| 0.3485 | 681 | 0.3404 | - | - | |
|
| 0.3490 | 682 | 0.2905 | - | - | |
|
| 0.3495 | 683 | 0.2031 | - | - | |
|
| 0.3501 | 684 | 0.1358 | - | - | |
|
| 0.3506 | 685 | 0.1563 | - | - | |
|
| 0.3511 | 686 | 0.1294 | - | - | |
|
| 0.3516 | 687 | 0.1183 | - | - | |
|
| 0.3521 | 688 | 0.0738 | - | - | |
|
| 0.3526 | 689 | 0.088 | - | - | |
|
| 0.3531 | 690 | 0.1325 | - | - | |
|
| 0.3536 | 691 | 0.2572 | - | - | |
|
| 0.3541 | 692 | 0.2373 | - | - | |
|
| 0.3547 | 693 | 0.2355 | - | - | |
|
| 0.3552 | 694 | 0.205 | - | - | |
|
| 0.3557 | 695 | 0.1163 | - | - | |
|
| 0.3562 | 696 | 0.1946 | - | - | |
|
| 0.3567 | 697 | 0.1677 | - | - | |
|
| 0.3572 | 698 | 0.1721 | - | - | |
|
| 0.3577 | 699 | 0.2013 | - | - | |
|
| 0.3582 | 700 | 0.1442 | 0.8623 | 0.9306 | |
|
| 0.3588 | 701 | 0.1081 | - | - | |
|
| 0.3593 | 702 | 0.0767 | - | - | |
|
| 0.3598 | 703 | 0.1696 | - | - | |
|
| 0.3603 | 704 | 0.1315 | - | - | |
|
| 0.3608 | 705 | 0.0592 | - | - | |
|
| 0.3613 | 706 | 0.1208 | - | - | |
|
| 0.3618 | 707 | 0.2346 | - | - | |
|
| 0.3623 | 708 | 0.192 | - | - | |
|
| 0.3628 | 709 | 0.1038 | - | - | |
|
| 0.3634 | 710 | 0.1107 | - | - | |
|
| 0.3639 | 711 | 0.0839 | - | - | |
|
| 0.3644 | 712 | 0.1804 | - | - | |
|
| 0.3649 | 713 | 0.1581 | - | - | |
|
| 0.3654 | 714 | 0.1469 | - | - | |
|
| 0.3659 | 715 | 0.1384 | - | - | |
|
| 0.3664 | 716 | 0.091 | - | - | |
|
| 0.3669 | 717 | 0.0733 | - | - | |
|
| 0.3675 | 718 | 0.2287 | - | - | |
|
| 0.3680 | 719 | 0.1345 | - | - | |
|
| 0.3685 | 720 | 0.3101 | - | - | |
|
| 0.3690 | 721 | 0.2625 | - | - | |
|
| 0.3695 | 722 | 0.259 | - | - | |
|
| 0.3700 | 723 | 0.1677 | - | - | |
|
| 0.3705 | 724 | 0.1824 | - | - | |
|
| 0.3710 | 725 | 0.2012 | - | - | |
|
| 0.3715 | 726 | 0.0987 | - | - | |
|
| 0.3721 | 727 | 0.0913 | - | - | |
|
| 0.3726 | 728 | 0.112 | - | - | |
|
| 0.3731 | 729 | 0.077 | - | - | |
|
| 0.3736 | 730 | 0.0999 | - | - | |
|
| 0.3741 | 731 | 0.1413 | - | - | |
|
| 0.3746 | 732 | 0.1158 | - | - | |
|
| 0.3751 | 733 | 0.1236 | - | - | |
|
| 0.3756 | 734 | 0.1163 | - | - | |
|
| 0.3762 | 735 | 0.1935 | - | - | |
|
| 0.3767 | 736 | 0.1443 | - | - | |
|
| 0.3772 | 737 | 0.1393 | - | - | |
|
| 0.3777 | 738 | 0.1496 | - | - | |
|
| 0.3782 | 739 | 0.1925 | - | - | |
|
| 0.3787 | 740 | 0.2229 | - | - | |
|
| 0.3792 | 741 | 0.1062 | - | - | |
|
| 0.3797 | 742 | 0.1529 | - | - | |
|
| 0.3802 | 743 | 0.1309 | - | - | |
|
| 0.3808 | 744 | 0.1259 | - | - | |
|
| 0.3813 | 745 | 0.1203 | - | - | |
|
| 0.3818 | 746 | 0.1636 | - | - | |
|
| 0.3823 | 747 | 0.3181 | - | - | |
|
| 0.3828 | 748 | 0.2253 | - | - | |
|
| 0.3833 | 749 | 0.1559 | - | - | |
|
| 0.3838 | 750 | 0.1206 | - | - | |
|
| 0.3843 | 751 | 0.099 | - | - | |
|
| 0.3849 | 752 | 0.0946 | - | - | |
|
| 0.3854 | 753 | 0.0961 | - | - | |
|
| 0.3859 | 754 | 0.1094 | - | - | |
|
| 0.3864 | 755 | 0.2492 | - | - | |
|
| 0.3869 | 756 | 0.2146 | - | - | |
|
| 0.3874 | 757 | 0.2002 | - | - | |
|
| 0.3879 | 758 | 0.2457 | - | - | |
|
| 0.3884 | 759 | 0.1416 | - | - | |
|
| 0.3889 | 760 | 0.1471 | - | - | |
|
| 0.3895 | 761 | 0.1082 | - | - | |
|
| 0.3900 | 762 | 0.1395 | - | - | |
|
| 0.3905 | 763 | 0.1187 | - | - | |
|
| 0.3910 | 764 | 0.0906 | - | - | |
|
| 0.3915 | 765 | 0.135 | - | - | |
|
| 0.3920 | 766 | 0.1329 | - | - | |
|
| 0.3925 | 767 | 0.1231 | - | - | |
|
| 0.3930 | 768 | 0.1393 | - | - | |
|
| 0.3936 | 769 | 0.2371 | - | - | |
|
| 0.3941 | 770 | 0.2398 | - | - | |
|
| 0.3946 | 771 | 0.1726 | - | - | |
|
| 0.3951 | 772 | 0.2065 | - | - | |
|
| 0.3956 | 773 | 0.1182 | - | - | |
|
| 0.3961 | 774 | 0.1773 | - | - | |
|
| 0.3966 | 775 | 0.1934 | - | - | |
|
| 0.3971 | 776 | 0.156 | - | - | |
|
| 0.3976 | 777 | 0.1043 | - | - | |
|
| 0.3982 | 778 | 0.111 | - | - | |
|
| 0.3987 | 779 | 0.0814 | - | - | |
|
| 0.3992 | 780 | 0.1229 | - | - | |
|
| 0.3997 | 781 | 0.1041 | - | - | |
|
| 0.4002 | 782 | 0.1793 | - | - | |
|
| 0.4007 | 783 | 0.1291 | - | - | |
|
| 0.4012 | 784 | 0.0874 | - | - | |
|
| 0.4017 | 785 | 0.0509 | - | - | |
|
| 0.4023 | 786 | 0.0774 | - | - | |
|
| 0.4028 | 787 | 0.1298 | - | - | |
|
| 0.4033 | 788 | 0.13 | - | - | |
|
| 0.4038 | 789 | 0.1041 | - | - | |
|
| 0.4043 | 790 | 0.0824 | - | - | |
|
| 0.4048 | 791 | 0.1459 | - | - | |
|
| 0.4053 | 792 | 0.1798 | - | - | |
|
| 0.4058 | 793 | 0.1415 | - | - | |
|
| 0.4063 | 794 | 0.0973 | - | - | |
|
| 0.4069 | 795 | 0.1115 | - | - | |
|
| 0.4074 | 796 | 0.0684 | - | - | |
|
| 0.4079 | 797 | 0.0988 | - | - | |
|
| 0.4084 | 798 | 0.1505 | - | - | |
|
| 0.4089 | 799 | 0.1577 | - | - | |
|
| 0.4094 | 800 | 0.2474 | 0.8913 | 0.9334 | |
|
| 0.4099 | 801 | 0.3658 | - | - | |
|
| 0.4104 | 802 | 0.2929 | - | - | |
|
| 0.4110 | 803 | 0.246 | - | - | |
|
| 0.4115 | 804 | 0.1213 | - | - | |
|
| 0.4120 | 805 | 0.0929 | - | - | |
|
| 0.4125 | 806 | 0.1291 | - | - | |
|
| 0.4130 | 807 | 0.1502 | - | - | |
|
| 0.4135 | 808 | 0.1575 | - | - | |
|
| 0.4140 | 809 | 0.1395 | - | - | |
|
| 0.4145 | 810 | 0.1421 | - | - | |
|
| 0.4150 | 811 | 0.1795 | - | - | |
|
| 0.4156 | 812 | 0.1592 | - | - | |
|
| 0.4161 | 813 | 0.1621 | - | - | |
|
| 0.4166 | 814 | 0.1877 | - | - | |
|
| 0.4171 | 815 | 0.1868 | - | - | |
|
| 0.4176 | 816 | 0.1564 | - | - | |
|
| 0.4181 | 817 | 0.1047 | - | - | |
|
| 0.4186 | 818 | 0.0857 | - | - | |
|
| 0.4191 | 819 | 0.1159 | - | - | |
|
| 0.4197 | 820 | 0.1519 | - | - | |
|
| 0.4202 | 821 | 0.1976 | - | - | |
|
| 0.4207 | 822 | 0.2072 | - | - | |
|
| 0.4212 | 823 | 0.1719 | - | - | |
|
| 0.4217 | 824 | 0.1046 | - | - | |
|
| 0.4222 | 825 | 0.0568 | - | - | |
|
| 0.4227 | 826 | 0.065 | - | - | |
|
| 0.4232 | 827 | 0.1222 | - | - | |
|
| 0.4237 | 828 | 0.0739 | - | - | |
|
| 0.4243 | 829 | 0.0872 | - | - | |
|
| 0.4248 | 830 | 0.1615 | - | - | |
|
| 0.4253 | 831 | 0.198 | - | - | |
|
| 0.4258 | 832 | 0.1537 | - | - | |
|
| 0.4263 | 833 | 0.1463 | - | - | |
|
| 0.4268 | 834 | 0.1315 | - | - | |
|
| 0.4273 | 835 | 0.1306 | - | - | |
|
| 0.4278 | 836 | 0.1842 | - | - | |
|
| 0.4284 | 837 | 0.1698 | - | - | |
|
| 0.4289 | 838 | 0.1345 | - | - | |
|
| 0.4294 | 839 | 0.0589 | - | - | |
|
| 0.4299 | 840 | 0.0509 | - | - | |
|
| 0.4304 | 841 | 0.1266 | - | - | |
|
| 0.4309 | 842 | 0.2453 | - | - | |
|
| 0.4314 | 843 | 0.162 | - | - | |
|
| 0.4319 | 844 | 0.0821 | - | - | |
|
| 0.4324 | 845 | 0.1036 | - | - | |
|
| 0.4330 | 846 | 0.1698 | - | - | |
|
| 0.4335 | 847 | 0.2177 | - | - | |
|
| 0.4340 | 848 | 0.188 | - | - | |
|
| 0.4345 | 849 | 0.2167 | - | - | |
|
| 0.4350 | 850 | 0.2258 | - | - | |
|
| 0.4355 | 851 | 0.1215 | - | - | |
|
| 0.4360 | 852 | 0.0806 | - | - | |
|
| 0.4365 | 853 | 0.1588 | - | - | |
|
| 0.4371 | 854 | 0.1657 | - | - | |
|
| 0.4376 | 855 | 0.1623 | - | - | |
|
| 0.4381 | 856 | 0.1522 | - | - | |
|
| 0.4386 | 857 | 0.1239 | - | - | |
|
| 0.4391 | 858 | 0.2135 | - | - | |
|
| 0.4396 | 859 | 0.1132 | - | - | |
|
| 0.4401 | 860 | 0.1357 | - | - | |
|
| 0.4406 | 861 | 0.1371 | - | - | |
|
| 0.4411 | 862 | 0.0788 | - | - | |
|
| 0.4417 | 863 | 0.2182 | - | - | |
|
| 0.4422 | 864 | 0.247 | - | - | |
|
| 0.4427 | 865 | 0.3319 | - | - | |
|
| 0.4432 | 866 | 0.2565 | - | - | |
|
| 0.4437 | 867 | 0.2339 | - | - | |
|
| 0.4442 | 868 | 0.1491 | - | - | |
|
| 0.4447 | 869 | 0.1654 | - | - | |
|
| 0.4452 | 870 | 0.1651 | - | - | |
|
| 0.4458 | 871 | 0.133 | - | - | |
|
| 0.4463 | 872 | 0.0846 | - | - | |
|
| 0.4468 | 873 | 0.0569 | - | - | |
|
| 0.4473 | 874 | 0.205 | - | - | |
|
| 0.4478 | 875 | 0.1148 | - | - | |
|
| 0.4483 | 876 | 0.1082 | - | - | |
|
| 0.4488 | 877 | 0.2288 | - | - | |
|
| 0.4493 | 878 | 0.1601 | - | - | |
|
| 0.4498 | 879 | 0.1174 | - | - | |
|
| 0.4504 | 880 | 0.0646 | - | - | |
|
| 0.4509 | 881 | 0.0693 | - | - | |
|
| 0.4514 | 882 | 0.1002 | - | - | |
|
| 0.4519 | 883 | 0.1059 | - | - | |
|
| 0.4524 | 884 | 0.1174 | - | - | |
|
| 0.4529 | 885 | 0.0908 | - | - | |
|
| 0.4534 | 886 | 0.0897 | - | - | |
|
| 0.4539 | 887 | 0.3261 | - | - | |
|
| 0.4545 | 888 | 0.3079 | - | - | |
|
| 0.4550 | 889 | 0.4066 | - | - | |
|
| 0.4555 | 890 | 0.236 | - | - | |
|
| 0.4560 | 891 | 0.3301 | - | - | |
|
| 0.4565 | 892 | 0.2789 | - | - | |
|
| 0.4570 | 893 | 0.2218 | - | - | |
|
| 0.4575 | 894 | 0.1181 | - | - | |
|
| 0.4580 | 895 | 0.2813 | - | - | |
|
| 0.4585 | 896 | 0.192 | - | - | |
|
| 0.4591 | 897 | 0.1511 | - | - | |
|
| 0.4596 | 898 | 0.1222 | - | - | |
|
| 0.4601 | 899 | 0.2559 | - | - | |
|
| 0.4606 | 900 | 0.2179 | 0.8456 | 0.9239 | |
|
| 0.4611 | 901 | 0.2879 | - | - | |
|
| 0.4616 | 902 | 0.1087 | - | - | |
|
| 0.4621 | 903 | 0.1736 | - | - | |
|
| 0.4626 | 904 | 0.1514 | - | - | |
|
| 0.4632 | 905 | 0.1984 | - | - | |
|
| 0.4637 | 906 | 0.2888 | - | - | |
|
| 0.4642 | 907 | 0.1639 | - | - | |
|
| 0.4647 | 908 | 0.1533 | - | - | |
|
| 0.4652 | 909 | 0.1575 | - | - | |
|
| 0.4657 | 910 | 0.1716 | - | - | |
|
| 0.4662 | 911 | 0.2199 | - | - | |
|
| 0.4667 | 912 | 0.2275 | - | - | |
|
| 0.4672 | 913 | 0.2263 | - | - | |
|
| 0.4678 | 914 | 0.2248 | - | - | |
|
| 0.4683 | 915 | 0.1751 | - | - | |
|
| 0.4688 | 916 | 0.3353 | - | - | |
|
| 0.4693 | 917 | 0.2627 | - | - | |
|
| 0.4698 | 918 | 0.1676 | - | - | |
|
| 0.4703 | 919 | 0.1338 | - | - | |
|
| 0.4708 | 920 | 0.0972 | - | - | |
|
| 0.4713 | 921 | 0.2103 | - | - | |
|
| 0.4719 | 922 | 0.3038 | - | - | |
|
| 0.4724 | 923 | 0.2816 | - | - | |
|
| 0.4729 | 924 | 0.1309 | - | - | |
|
| 0.4734 | 925 | 0.1162 | - | - | |
|
| 0.4739 | 926 | 0.1112 | - | - | |
|
| 0.4744 | 927 | 0.2015 | - | - | |
|
| 0.4749 | 928 | 0.2021 | - | - | |
|
| 0.4754 | 929 | 0.2221 | - | - | |
|
| 0.4759 | 930 | 0.203 | - | - | |
|
| 0.4765 | 931 | 0.1194 | - | - | |
|
| 0.4770 | 932 | 0.1535 | - | - | |
|
| 0.4775 | 933 | 0.1551 | - | - | |
|
| 0.4780 | 934 | 0.2792 | - | - | |
|
| 0.4785 | 935 | 0.2597 | - | - | |
|
| 0.4790 | 936 | 0.151 | - | - | |
|
| 0.4795 | 937 | 0.2264 | - | - | |
|
| 0.4800 | 938 | 0.1509 | - | - | |
|
| 0.4806 | 939 | 0.1551 | - | - | |
|
| 0.4811 | 940 | 0.1657 | - | - | |
|
| 0.4816 | 941 | 0.1051 | - | - | |
|
| 0.4821 | 942 | 0.1137 | - | - | |
|
| 0.4826 | 943 | 0.0957 | - | - | |
|
| 0.4831 | 944 | 0.0603 | - | - | |
|
| 0.4836 | 945 | 0.0854 | - | - | |
|
| 0.4841 | 946 | 0.1433 | - | - | |
|
| 0.4846 | 947 | 0.233 | - | - | |
|
| 0.4852 | 948 | 0.1573 | - | - | |
|
| 0.4857 | 949 | 0.1465 | - | - | |
|
| 0.4862 | 950 | 0.221 | - | - | |
|
| 0.4867 | 951 | 0.3344 | - | - | |
|
| 0.4872 | 952 | 0.1623 | - | - | |
|
| 0.4877 | 953 | 0.1785 | - | - | |
|
| 0.4882 | 954 | 0.1585 | - | - | |
|
| 0.4887 | 955 | 0.1802 | - | - | |
|
| 0.4893 | 956 | 0.1554 | - | - | |
|
| 0.4898 | 957 | 0.2281 | - | - | |
|
| 0.4903 | 958 | 0.1498 | - | - | |
|
| 0.4908 | 959 | 0.1547 | - | - | |
|
| 0.4913 | 960 | 0.1319 | - | - | |
|
| 0.4918 | 961 | 0.0945 | - | - | |
|
| 0.4923 | 962 | 0.086 | - | - | |
|
| 0.4928 | 963 | 0.1023 | - | - | |
|
| 0.4933 | 964 | 0.0859 | - | - | |
|
| 0.4939 | 965 | 0.1245 | - | - | |
|
| 0.4944 | 966 | 0.2234 | - | - | |
|
| 0.4949 | 967 | 0.2334 | - | - | |
|
| 0.4954 | 968 | 0.2788 | - | - | |
|
| 0.4959 | 969 | 0.192 | - | - | |
|
| 0.4964 | 970 | 0.1285 | - | - | |
|
| 0.4969 | 971 | 0.0865 | - | - | |
|
| 0.4974 | 972 | 0.089 | - | - | |
|
| 0.4980 | 973 | 0.1213 | - | - | |
|
| 0.4985 | 974 | 0.1088 | - | - | |
|
| 0.4990 | 975 | 0.0564 | - | - | |
|
| 0.4995 | 976 | 0.0841 | - | - | |
|
| 0.5 | 977 | 0.1902 | - | - | |
|
| 0.5005 | 978 | 0.2538 | - | - | |
|
| 0.5010 | 979 | 0.2385 | - | - | |
|
| 0.5015 | 980 | 0.2652 | - | - | |
|
| 0.5020 | 981 | 0.1625 | - | - | |
|
| 0.5026 | 982 | 0.1364 | - | - | |
|
| 0.5031 | 983 | 0.1422 | - | - | |
|
| 0.5036 | 984 | 0.1529 | - | - | |
|
| 0.5041 | 985 | 0.1085 | - | - | |
|
| 0.5046 | 986 | 0.1494 | - | - | |
|
| 0.5051 | 987 | 0.1333 | - | - | |
|
| 0.5056 | 988 | 0.2365 | - | - | |
|
| 0.5061 | 989 | 0.2787 | - | - | |
|
| 0.5067 | 990 | 0.1841 | - | - | |
|
| 0.5072 | 991 | 0.1548 | - | - | |
|
| 0.5077 | 992 | 0.1494 | - | - | |
|
| 0.5082 | 993 | 0.1816 | - | - | |
|
| 0.5087 | 994 | 0.1641 | - | - | |
|
| 0.5092 | 995 | 0.1836 | - | - | |
|
| 0.5097 | 996 | 0.2396 | - | - | |
|
| 0.5102 | 997 | 0.2292 | - | - | |
|
| 0.5107 | 998 | 0.1604 | - | - | |
|
| 0.5113 | 999 | 0.1498 | - | - | |
|
| 0.5118 | 1000 | 0.1384 | 1.0291 | 0.9411 | |
|
| 0.5123 | 1001 | 0.1992 | - | - | |
|
| 0.5128 | 1002 | 0.1361 | - | - | |
|
| 0.5133 | 1003 | 0.1393 | - | - | |
|
| 0.5138 | 1004 | 0.277 | - | - | |
|
| 0.5143 | 1005 | 0.1861 | - | - | |
|
| 0.5148 | 1006 | 0.1392 | - | - | |
|
| 0.5154 | 1007 | 0.1052 | - | - | |
|
| 0.5159 | 1008 | 0.1087 | - | - | |
|
| 0.5164 | 1009 | 0.1393 | - | - | |
|
| 0.5169 | 1010 | 0.2721 | - | - | |
|
| 0.5174 | 1011 | 0.2208 | - | - | |
|
| 0.5179 | 1012 | 0.3358 | - | - | |
|
| 0.5184 | 1013 | 0.3529 | - | - | |
|
| 0.5189 | 1014 | 0.2818 | - | - | |
|
| 0.5194 | 1015 | 0.1891 | - | - | |
|
| 0.5200 | 1016 | 0.2494 | - | - | |
|
| 0.5205 | 1017 | 0.1279 | - | - | |
|
| 0.5210 | 1018 | 0.1816 | - | - | |
|
| 0.5215 | 1019 | 0.2082 | - | - | |
|
| 0.5220 | 1020 | 0.1992 | - | - | |
|
| 0.5225 | 1021 | 0.1557 | - | - | |
|
| 0.5230 | 1022 | 0.1652 | - | - | |
|
| 0.5235 | 1023 | 0.1922 | - | - | |
|
| 0.5241 | 1024 | 0.1568 | - | - | |
|
| 0.5246 | 1025 | 0.1523 | - | - | |
|
| 0.5251 | 1026 | 0.0997 | - | - | |
|
| 0.5256 | 1027 | 0.1266 | - | - | |
|
| 0.5261 | 1028 | 0.1444 | - | - | |
|
| 0.5266 | 1029 | 0.1271 | - | - | |
|
| 0.5271 | 1030 | 0.1275 | - | - | |
|
| 0.5276 | 1031 | 0.1042 | - | - | |
|
| 0.5281 | 1032 | 0.2974 | - | - | |
|
| 0.5287 | 1033 | 0.2318 | - | - | |
|
| 0.5292 | 1034 | 0.219 | - | - | |
|
| 0.5297 | 1035 | 0.2216 | - | - | |
|
| 0.5302 | 1036 | 0.2356 | - | - | |
|
| 0.5307 | 1037 | 0.1216 | - | - | |
|
| 0.5312 | 1038 | 0.1155 | - | - | |
|
| 0.5317 | 1039 | 0.116 | - | - | |
|
| 0.5322 | 1040 | 0.136 | - | - | |
|
| 0.5328 | 1041 | 0.1097 | - | - | |
|
| 0.5333 | 1042 | 0.1302 | - | - | |
|
| 0.5338 | 1043 | 0.104 | - | - | |
|
| 0.5343 | 1044 | 0.2442 | - | - | |
|
| 0.5348 | 1045 | 0.3245 | - | - | |
|
| 0.5353 | 1046 | 0.2715 | - | - | |
|
| 0.5358 | 1047 | 0.2266 | - | - | |
|
| 0.5363 | 1048 | 0.1993 | - | - | |
|
| 0.5368 | 1049 | 0.389 | - | - | |
|
| 0.5374 | 1050 | 0.3285 | - | - | |
|
| 0.5379 | 1051 | 0.1983 | - | - | |
|
| 0.5384 | 1052 | 0.2304 | - | - | |
|
| 0.5389 | 1053 | 0.1461 | - | - | |
|
| 0.5394 | 1054 | 0.2071 | - | - | |
|
| 0.5399 | 1055 | 0.1981 | - | - | |
|
| 0.5404 | 1056 | 0.1617 | - | - | |
|
| 0.5409 | 1057 | 0.1207 | - | - | |
|
| 0.5415 | 1058 | 0.2387 | - | - | |
|
| 0.5420 | 1059 | 0.1873 | - | - | |
|
| 0.5425 | 1060 | 0.15 | - | - | |
|
| 0.5430 | 1061 | 0.2065 | - | - | |
|
| 0.5435 | 1062 | 0.1288 | - | - | |
|
| 0.5440 | 1063 | 0.2415 | - | - | |
|
| 0.5445 | 1064 | 0.2859 | - | - | |
|
| 0.5450 | 1065 | 0.2759 | - | - | |
|
| 0.5455 | 1066 | 0.1774 | - | - | |
|
| 0.5461 | 1067 | 0.1699 | - | - | |
|
| 0.5466 | 1068 | 0.1672 | - | - | |
|
| 0.5471 | 1069 | 0.11 | - | - | |
|
| 0.5476 | 1070 | 0.1399 | - | - | |
|
| 0.5481 | 1071 | 0.1269 | - | - | |
|
| 0.5486 | 1072 | 0.1486 | - | - | |
|
| 0.5491 | 1073 | 0.1808 | - | - | |
|
| 0.5496 | 1074 | 0.2333 | - | - | |
|
| 0.5502 | 1075 | 0.2294 | - | - | |
|
| 0.5507 | 1076 | 0.2353 | - | - | |
|
| 0.5512 | 1077 | 0.2048 | - | - | |
|
| 0.5517 | 1078 | 0.1881 | - | - | |
|
| 0.5522 | 1079 | 0.3176 | - | - | |
|
| 0.5527 | 1080 | 0.2117 | - | - | |
|
| 0.5532 | 1081 | 0.1842 | - | - | |
|
| 0.5537 | 1082 | 0.1731 | - | - | |
|
| 0.5542 | 1083 | 0.1705 | - | - | |
|
| 0.5548 | 1084 | 0.1573 | - | - | |
|
| 0.5553 | 1085 | 0.2202 | - | - | |
|
| 0.5558 | 1086 | 0.1947 | - | - | |
|
| 0.5563 | 1087 | 0.1856 | - | - | |
|
| 0.5568 | 1088 | 0.1789 | - | - | |
|
| 0.5573 | 1089 | 0.1649 | - | - | |
|
| 0.5578 | 1090 | 0.149 | - | - | |
|
| 0.5583 | 1091 | 0.0808 | - | - | |
|
| 0.5589 | 1092 | 0.2569 | - | - | |
|
| 0.5594 | 1093 | 0.2677 | - | - | |
|
| 0.5599 | 1094 | 0.2107 | - | - | |
|
| 0.5604 | 1095 | 0.2321 | - | - | |
|
| 0.5609 | 1096 | 0.2247 | - | - | |
|
| 0.5614 | 1097 | 0.196 | - | - | |
|
| 0.5619 | 1098 | 0.2243 | - | - | |
|
| 0.5624 | 1099 | 0.1349 | - | - | |
|
| 0.5629 | 1100 | 0.1142 | 0.8562 | 0.946 | |
|
| 0.5635 | 1101 | 0.1154 | - | - | |
|
| 0.5640 | 1102 | 0.131 | - | - | |
|
| 0.5645 | 1103 | 0.1558 | - | - | |
|
| 0.5650 | 1104 | 0.1561 | - | - | |
|
| 0.5655 | 1105 | 0.1499 | - | - | |
|
| 0.5660 | 1106 | 0.0855 | - | - | |
|
| 0.5665 | 1107 | 0.1234 | - | - | |
|
| 0.5670 | 1108 | 0.1204 | - | - | |
|
| 0.5676 | 1109 | 0.1553 | - | - | |
|
| 0.5681 | 1110 | 0.223 | - | - | |
|
| 0.5686 | 1111 | 0.2299 | - | - | |
|
| 0.5691 | 1112 | 0.255 | - | - | |
|
| 0.5696 | 1113 | 0.2056 | - | - | |
|
| 0.5701 | 1114 | 0.1523 | - | - | |
|
| 0.5706 | 1115 | 0.172 | - | - | |
|
| 0.5711 | 1116 | 0.1508 | - | - | |
|
| 0.5716 | 1117 | 0.1798 | - | - | |
|
| 0.5722 | 1118 | 0.1576 | - | - | |
|
| 0.5727 | 1119 | 0.1492 | - | - | |
|
| 0.5732 | 1120 | 0.0768 | - | - | |
|
| 0.5737 | 1121 | 0.1951 | - | - | |
|
| 0.5742 | 1122 | 0.2158 | - | - | |
|
| 0.5747 | 1123 | 0.1478 | - | - | |
|
| 0.5752 | 1124 | 0.2532 | - | - | |
|
| 0.5757 | 1125 | 0.1836 | - | - | |
|
| 0.5763 | 1126 | 0.1444 | - | - | |
|
| 0.5768 | 1127 | 0.1184 | - | - | |
|
| 0.5773 | 1128 | 0.1401 | - | - | |
|
| 0.5778 | 1129 | 0.1703 | - | - | |
|
| 0.5783 | 1130 | 0.1857 | - | - | |
|
| 0.5788 | 1131 | 0.228 | - | - | |
|
| 0.5793 | 1132 | 0.1959 | - | - | |
|
| 0.5798 | 1133 | 0.1765 | - | - | |
|
| 0.5803 | 1134 | 0.2443 | - | - | |
|
| 0.5809 | 1135 | 0.2171 | - | - | |
|
| 0.5814 | 1136 | 0.1295 | - | - | |
|
| 0.5819 | 1137 | 0.2785 | - | - | |
|
| 0.5824 | 1138 | 0.206 | - | - | |
|
| 0.5829 | 1139 | 0.209 | - | - | |
|
| 0.5834 | 1140 | 0.2066 | - | - | |
|
| 0.5839 | 1141 | 0.1312 | - | - | |
|
| 0.5844 | 1142 | 0.2223 | - | - | |
|
| 0.5850 | 1143 | 0.1394 | - | - | |
|
| 0.5855 | 1144 | 0.1158 | - | - | |
|
| 0.5860 | 1145 | 0.1691 | - | - | |
|
| 0.5865 | 1146 | 0.1066 | - | - | |
|
| 0.5870 | 1147 | 0.1556 | - | - | |
|
| 0.5875 | 1148 | 0.111 | - | - | |
|
| 0.5880 | 1149 | 0.1396 | - | - | |
|
| 0.5885 | 1150 | 0.1085 | - | - | |
|
| 0.5890 | 1151 | 0.1031 | - | - | |
|
| 0.5896 | 1152 | 0.1929 | - | - | |
|
| 0.5901 | 1153 | 0.1603 | - | - | |
|
| 0.5906 | 1154 | 0.1406 | - | - | |
|
| 0.5911 | 1155 | 0.1158 | - | - | |
|
| 0.5916 | 1156 | 0.099 | - | - | |
|
| 0.5921 | 1157 | 0.1206 | - | - | |
|
| 0.5926 | 1158 | 0.1012 | - | - | |
|
| 0.5931 | 1159 | 0.1086 | - | - | |
|
| 0.5937 | 1160 | 0.1664 | - | - | |
|
| 0.5942 | 1161 | 0.1599 | - | - | |
|
| 0.5947 | 1162 | 0.1043 | - | - | |
|
| 0.5952 | 1163 | 0.1218 | - | - | |
|
| 0.5957 | 1164 | 0.1374 | - | - | |
|
| 0.5962 | 1165 | 0.2229 | - | - | |
|
| 0.5967 | 1166 | 0.1296 | - | - | |
|
| 0.5972 | 1167 | 0.2131 | - | - | |
|
| 0.5977 | 1168 | 0.2384 | - | - | |
|
| 0.5983 | 1169 | 0.1702 | - | - | |
|
| 0.5988 | 1170 | 0.2961 | - | - | |
|
| 0.5993 | 1171 | 0.2253 | - | - | |
|
| 0.5998 | 1172 | 0.227 | - | - | |
|
| 0.6003 | 1173 | 0.1754 | - | - | |
|
| 0.6008 | 1174 | 0.213 | - | - | |
|
| 0.6013 | 1175 | 0.1376 | - | - | |
|
| 0.6018 | 1176 | 0.104 | - | - | |
|
| 0.6024 | 1177 | 0.092 | - | - | |
|
| 0.6029 | 1178 | 0.3563 | - | - | |
|
| 0.6034 | 1179 | 0.3275 | - | - | |
|
| 0.6039 | 1180 | 0.2145 | - | - | |
|
| 0.6044 | 1181 | 0.125 | - | - | |
|
| 0.6049 | 1182 | 0.2148 | - | - | |
|
| 0.6054 | 1183 | 0.1757 | - | - | |
|
| 0.6059 | 1184 | 0.1953 | - | - | |
|
| 0.6064 | 1185 | 0.1761 | - | - | |
|
| 0.6070 | 1186 | 0.2783 | - | - | |
|
| 0.6075 | 1187 | 0.1437 | - | - | |
|
| 0.6080 | 1188 | 0.153 | - | - | |
|
| 0.6085 | 1189 | 0.1636 | - | - | |
|
| 0.6090 | 1190 | 0.1582 | - | - | |
|
| 0.6095 | 1191 | 0.1718 | - | - | |
|
| 0.6100 | 1192 | 0.21 | - | - | |
|
| 0.6105 | 1193 | 0.1488 | - | - | |
|
| 0.6111 | 1194 | 0.1797 | - | - | |
|
| 0.6116 | 1195 | 0.1181 | - | - | |
|
| 0.6121 | 1196 | 0.0995 | - | - | |
|
| 0.6126 | 1197 | 0.0782 | - | - | |
|
| 0.6131 | 1198 | 0.2162 | - | - | |
|
| 0.6136 | 1199 | 0.1287 | - | - | |
|
| 0.6141 | 1200 | 0.2397 | 0.8919 | 0.9417 | |
|
| 0.6146 | 1201 | 0.1714 | - | - | |
|
| 0.6151 | 1202 | 0.1367 | - | - | |
|
| 0.6157 | 1203 | 0.088 | - | - | |
|
| 0.6162 | 1204 | 0.0878 | - | - | |
|
| 0.6167 | 1205 | 0.2459 | - | - | |
|
| 0.6172 | 1206 | 0.3603 | - | - | |
|
| 0.6177 | 1207 | 0.4254 | - | - | |
|
| 0.6182 | 1208 | 0.3086 | - | - | |
|
| 0.6187 | 1209 | 0.2139 | - | - | |
|
| 0.6192 | 1210 | 0.2397 | - | - | |
|
| 0.6198 | 1211 | 0.2775 | - | - | |
|
| 0.6203 | 1212 | 0.227 | - | - | |
|
| 0.6208 | 1213 | 0.3257 | - | - | |
|
| 0.6213 | 1214 | 0.3003 | - | - | |
|
| 0.6218 | 1215 | 0.2884 | - | - | |
|
| 0.6223 | 1216 | 0.2774 | - | - | |
|
| 0.6228 | 1217 | 0.186 | - | - | |
|
| 0.6233 | 1218 | 0.1779 | - | - | |
|
| 0.6238 | 1219 | 0.1449 | - | - | |
|
| 0.6244 | 1220 | 0.1487 | - | - | |
|
| 0.6249 | 1221 | 0.1443 | - | - | |
|
| 0.6254 | 1222 | 0.1495 | - | - | |
|
| 0.6259 | 1223 | 0.1419 | - | - | |
|
| 0.6264 | 1224 | 0.1274 | - | - | |
|
| 0.6269 | 1225 | 0.1279 | - | - | |
|
| 0.6274 | 1226 | 0.1687 | - | - | |
|
| 0.6279 | 1227 | 0.1501 | - | - | |
|
| 0.6285 | 1228 | 0.2217 | - | - | |
|
| 0.6290 | 1229 | 0.0882 | - | - | |
|
| 0.6295 | 1230 | 0.1099 | - | - | |
|
| 0.6300 | 1231 | 0.1346 | - | - | |
|
| 0.6305 | 1232 | 0.1601 | - | - | |
|
| 0.6310 | 1233 | 0.1521 | - | - | |
|
| 0.6315 | 1234 | 0.1676 | - | - | |
|
| 0.6320 | 1235 | 0.1402 | - | - | |
|
| 0.6325 | 1236 | 0.171 | - | - | |
|
| 0.6331 | 1237 | 0.1263 | - | - | |
|
| 0.6336 | 1238 | 0.0966 | - | - | |
|
| 0.6341 | 1239 | 0.074 | - | - | |
|
| 0.6346 | 1240 | 0.1244 | - | - | |
|
| 0.6351 | 1241 | 0.2048 | - | - | |
|
| 0.6356 | 1242 | 0.1798 | - | - | |
|
| 0.6361 | 1243 | 0.1455 | - | - | |
|
| 0.6366 | 1244 | 0.1741 | - | - | |
|
| 0.6372 | 1245 | 0.121 | - | - | |
|
| 0.6377 | 1246 | 0.1885 | - | - | |
|
| 0.6382 | 1247 | 0.2382 | - | - | |
|
| 0.6387 | 1248 | 0.3496 | - | - | |
|
| 0.6392 | 1249 | 0.2415 | - | - | |
|
| 0.6397 | 1250 | 0.3394 | - | - | |
|
| 0.6402 | 1251 | 0.2355 | - | - | |
|
| 0.6407 | 1252 | 0.2637 | - | - | |
|
| 0.6412 | 1253 | 0.1075 | - | - | |
|
| 0.6418 | 1254 | 0.139 | - | - | |
|
| 0.6423 | 1255 | 0.179 | - | - | |
|
| 0.6428 | 1256 | 0.192 | - | - | |
|
| 0.6433 | 1257 | 0.2076 | - | - | |
|
| 0.6438 | 1258 | 0.1855 | - | - | |
|
| 0.6443 | 1259 | 0.1788 | - | - | |
|
| 0.6448 | 1260 | 0.1077 | - | - | |
|
| 0.6453 | 1261 | 0.1148 | - | - | |
|
| 0.6459 | 1262 | 0.1379 | - | - | |
|
| 0.6464 | 1263 | 0.0777 | - | - | |
|
| 0.6469 | 1264 | 0.0775 | - | - | |
|
| 0.6474 | 1265 | 0.0697 | - | - | |
|
| 0.6479 | 1266 | 0.1063 | - | - | |
|
| 0.6484 | 1267 | 0.1449 | - | - | |
|
| 0.6489 | 1268 | 0.125 | - | - | |
|
| 0.6494 | 1269 | 0.0831 | - | - | |
|
| 0.6499 | 1270 | 0.0689 | - | - | |
|
| 0.6505 | 1271 | 0.0886 | - | - | |
|
| 0.6510 | 1272 | 0.172 | - | - | |
|
| 0.6515 | 1273 | 0.1881 | - | - | |
|
| 0.6520 | 1274 | 0.1712 | - | - | |
|
| 0.6525 | 1275 | 0.1097 | - | - | |
|
| 0.6530 | 1276 | 0.0811 | - | - | |
|
| 0.6535 | 1277 | 0.1344 | - | - | |
|
| 0.6540 | 1278 | 0.0939 | - | - | |
|
| 0.6546 | 1279 | 0.114 | - | - | |
|
| 0.6551 | 1280 | 0.1289 | - | - | |
|
| 0.6556 | 1281 | 0.2418 | - | - | |
|
| 0.6561 | 1282 | 0.1735 | - | - | |
|
| 0.6566 | 1283 | 0.152 | - | - | |
|
| 0.6571 | 1284 | 0.1477 | - | - | |
|
| 0.6576 | 1285 | 0.277 | - | - | |
|
| 0.6581 | 1286 | 0.1857 | - | - | |
|
| 0.6586 | 1287 | 0.2902 | - | - | |
|
| 0.6592 | 1288 | 0.3308 | - | - | |
|
| 0.6597 | 1289 | 0.3731 | - | - | |
|
| 0.6602 | 1290 | 0.1999 | - | - | |
|
| 0.6607 | 1291 | 0.1524 | - | - | |
|
| 0.6612 | 1292 | 0.171 | - | - | |
|
| 0.6617 | 1293 | 0.1967 | - | - | |
|
| 0.6622 | 1294 | 0.1741 | - | - | |
|
| 0.6627 | 1295 | 0.4263 | - | - | |
|
| 0.6633 | 1296 | 0.3758 | - | - | |
|
| 0.6638 | 1297 | 0.2932 | - | - | |
|
| 0.6643 | 1298 | 0.2372 | - | - | |
|
| 0.6648 | 1299 | 0.2378 | - | - | |
|
| 0.6653 | 1300 | 0.1748 | 0.9384 | 0.95 | |
|
| 0.6658 | 1301 | 0.1687 | - | - | |
|
| 0.6663 | 1302 | 0.1226 | - | - | |
|
| 0.6668 | 1303 | 0.0726 | - | - | |
|
| 0.6673 | 1304 | 0.0676 | - | - | |
|
| 0.6679 | 1305 | 0.0745 | - | - | |
|
| 0.6684 | 1306 | 0.0989 | - | - | |
|
| 0.6689 | 1307 | 0.1513 | - | - | |
|
| 0.6694 | 1308 | 0.105 | - | - | |
|
| 0.6699 | 1309 | 0.0861 | - | - | |
|
| 0.6704 | 1310 | 0.206 | - | - | |
|
| 0.6709 | 1311 | 0.2329 | - | - | |
|
| 0.6714 | 1312 | 0.2457 | - | - | |
|
| 0.6720 | 1313 | 0.2435 | - | - | |
|
| 0.6725 | 1314 | 0.2518 | - | - | |
|
| 0.6730 | 1315 | 0.1494 | - | - | |
|
| 0.6735 | 1316 | 0.1366 | - | - | |
|
| 0.6740 | 1317 | 0.1331 | - | - | |
|
| 0.6745 | 1318 | 0.0924 | - | - | |
|
| 0.6750 | 1319 | 0.1809 | - | - | |
|
| 0.6755 | 1320 | 0.2308 | - | - | |
|
| 0.6760 | 1321 | 0.143 | - | - | |
|
| 0.6766 | 1322 | 0.1312 | - | - | |
|
| 0.6771 | 1323 | 0.155 | - | - | |
|
| 0.6776 | 1324 | 0.1618 | - | - | |
|
| 0.6781 | 1325 | 0.1136 | - | - | |
|
| 0.6786 | 1326 | 0.2256 | - | - | |
|
| 0.6791 | 1327 | 0.2588 | - | - | |
|
| 0.6796 | 1328 | 0.2683 | - | - | |
|
| 0.6801 | 1329 | 0.2722 | - | - | |
|
| 0.6807 | 1330 | 0.1893 | - | - | |
|
| 0.6812 | 1331 | 0.1982 | - | - | |
|
| 0.6817 | 1332 | 0.1641 | - | - | |
|
| 0.6822 | 1333 | 0.128 | - | - | |
|
| 0.6827 | 1334 | 0.1075 | - | - | |
|
| 0.6832 | 1335 | 0.1897 | - | - | |
|
| 0.6837 | 1336 | 0.2387 | - | - | |
|
| 0.6842 | 1337 | 0.2168 | - | - | |
|
| 0.6847 | 1338 | 0.1373 | - | - | |
|
| 0.6853 | 1339 | 0.1824 | - | - | |
|
| 0.6858 | 1340 | 0.1392 | - | - | |
|
| 0.6863 | 1341 | 0.1425 | - | - | |
|
| 0.6868 | 1342 | 0.1798 | - | - | |
|
| 0.6873 | 1343 | 0.2477 | - | - | |
|
| 0.6878 | 1344 | 0.1615 | - | - | |
|
| 0.6883 | 1345 | 0.301 | - | - | |
|
| 0.6888 | 1346 | 0.2127 | - | - | |
|
| 0.6894 | 1347 | 0.1629 | - | - | |
|
| 0.6899 | 1348 | 0.1441 | - | - | |
|
| 0.6904 | 1349 | 0.1267 | - | - | |
|
| 0.6909 | 1350 | 0.1648 | - | - | |
|
| 0.6914 | 1351 | 0.2091 | - | - | |
|
| 0.6919 | 1352 | 0.1479 | - | - | |
|
| 0.6924 | 1353 | 0.1521 | - | - | |
|
| 0.6929 | 1354 | 0.138 | - | - | |
|
| 0.6934 | 1355 | 0.2449 | - | - | |
|
| 0.6940 | 1356 | 0.2294 | - | - | |
|
| 0.6945 | 1357 | 0.2161 | - | - | |
|
| 0.6950 | 1358 | 0.2344 | - | - | |
|
| 0.6955 | 1359 | 0.2294 | - | - | |
|
| 0.6960 | 1360 | 0.1281 | - | - | |
|
| 0.6965 | 1361 | 0.1378 | - | - | |
|
| 0.6970 | 1362 | 0.1468 | - | - | |
|
| 0.6975 | 1363 | 0.1331 | - | - | |
|
| 0.6981 | 1364 | 0.1237 | - | - | |
|
| 0.6986 | 1365 | 0.1272 | - | - | |
|
| 0.6991 | 1366 | 0.1021 | - | - | |
|
| 0.6996 | 1367 | 0.1575 | - | - | |
|
| 0.7001 | 1368 | 0.1118 | - | - | |
|
| 0.7006 | 1369 | 0.2497 | - | - | |
|
| 0.7011 | 1370 | 0.1343 | - | - | |
|
| 0.7016 | 1371 | 0.1654 | - | - | |
|
| 0.7021 | 1372 | 0.213 | - | - | |
|
| 0.7027 | 1373 | 0.2429 | - | - | |
|
| 0.7032 | 1374 | 0.256 | - | - | |
|
| 0.7037 | 1375 | 0.2483 | - | - | |
|
| 0.7042 | 1376 | 0.1414 | - | - | |
|
| 0.7047 | 1377 | 0.1145 | - | - | |
|
| 0.7052 | 1378 | 0.1057 | - | - | |
|
| 0.7057 | 1379 | 0.1681 | - | - | |
|
| 0.7062 | 1380 | 0.1024 | - | - | |
|
| 0.7068 | 1381 | 0.1126 | - | - | |
|
| 0.7073 | 1382 | 0.0643 | - | - | |
|
| 0.7078 | 1383 | 0.1568 | - | - | |
|
| 0.7083 | 1384 | 0.1244 | - | - | |
|
| 0.7088 | 1385 | 0.2137 | - | - | |
|
| 0.7093 | 1386 | 0.204 | - | - | |
|
| 0.7098 | 1387 | 0.1821 | - | - | |
|
| 0.7103 | 1388 | 0.3117 | - | - | |
|
| 0.7108 | 1389 | 0.3247 | - | - | |
|
| 0.7114 | 1390 | 0.1847 | - | - | |
|
| 0.7119 | 1391 | 0.1467 | - | - | |
|
| 0.7124 | 1392 | 0.1288 | - | - | |
|
| 0.7129 | 1393 | 0.0978 | - | - | |
|
| 0.7134 | 1394 | 0.1062 | - | - | |
|
| 0.7139 | 1395 | 0.1502 | - | - | |
|
| 0.7144 | 1396 | 0.1211 | - | - | |
|
| 0.7149 | 1397 | 0.1493 | - | - | |
|
| 0.7155 | 1398 | 0.1302 | - | - | |
|
| 0.7160 | 1399 | 0.0987 | - | - | |
|
| 0.7165 | 1400 | 0.1651 | 0.9160 | 0.9431 | |
|
| 0.7170 | 1401 | 0.1728 | - | - | |
|
| 0.7175 | 1402 | 0.1256 | - | - | |
|
| 0.7180 | 1403 | 0.1498 | - | - | |
|
| 0.7185 | 1404 | 0.2098 | - | - | |
|
| 0.7190 | 1405 | 0.1515 | - | - | |
|
| 0.7195 | 1406 | 0.261 | - | - | |
|
| 0.7201 | 1407 | 0.1713 | - | - | |
|
| 0.7206 | 1408 | 0.144 | - | - | |
|
| 0.7211 | 1409 | 0.1453 | - | - | |
|
| 0.7216 | 1410 | 0.1835 | - | - | |
|
| 0.7221 | 1411 | 0.203 | - | - | |
|
| 0.7226 | 1412 | 0.1583 | - | - | |
|
| 0.7231 | 1413 | 0.2432 | - | - | |
|
| 0.7236 | 1414 | 0.1884 | - | - | |
|
| 0.7242 | 1415 | 0.2799 | - | - | |
|
| 0.7247 | 1416 | 0.2761 | - | - | |
|
| 0.7252 | 1417 | 0.2778 | - | - | |
|
| 0.7257 | 1418 | 0.2611 | - | - | |
|
| 0.7262 | 1419 | 0.2139 | - | - | |
|
| 0.7267 | 1420 | 0.1985 | - | - | |
|
| 0.7272 | 1421 | 0.1684 | - | - | |
|
| 0.7277 | 1422 | 0.2776 | - | - | |
|
| 0.7282 | 1423 | 0.2419 | - | - | |
|
| 0.7288 | 1424 | 0.288 | - | - | |
|
| 0.7293 | 1425 | 0.2441 | - | - | |
|
| 0.7298 | 1426 | 0.1746 | - | - | |
|
| 0.7303 | 1427 | 0.198 | - | - | |
|
| 0.7308 | 1428 | 0.242 | - | - | |
|
| 0.7313 | 1429 | 0.1496 | - | - | |
|
| 0.7318 | 1430 | 0.1395 | - | - | |
|
| 0.7323 | 1431 | 0.1684 | - | - | |
|
| 0.7329 | 1432 | 0.1434 | - | - | |
|
| 0.7334 | 1433 | 0.2848 | - | - | |
|
| 0.7339 | 1434 | 0.2669 | - | - | |
|
| 0.7344 | 1435 | 0.2773 | - | - | |
|
| 0.7349 | 1436 | 0.2792 | - | - | |
|
| 0.7354 | 1437 | 0.3026 | - | - | |
|
| 0.7359 | 1438 | 0.2663 | - | - | |
|
| 0.7364 | 1439 | 0.2701 | - | - | |
|
| 0.7369 | 1440 | 0.1858 | - | - | |
|
| 0.7375 | 1441 | 0.1162 | - | - | |
|
| 0.7380 | 1442 | 0.1988 | - | - | |
|
| 0.7385 | 1443 | 0.2179 | - | - | |
|
| 0.7390 | 1444 | 0.1826 | - | - | |
|
| 0.7395 | 1445 | 0.1403 | - | - | |
|
| 0.7400 | 1446 | 0.1355 | - | - | |
|
| 0.7405 | 1447 | 0.1481 | - | - | |
|
| 0.7410 | 1448 | 0.2838 | - | - | |
|
| 0.7416 | 1449 | 0.222 | - | - | |
|
| 0.7421 | 1450 | 0.2777 | - | - | |
|
| 0.7426 | 1451 | 0.2185 | - | - | |
|
| 0.7431 | 1452 | 0.1763 | - | - | |
|
| 0.7436 | 1453 | 0.2524 | - | - | |
|
| 0.7441 | 1454 | 0.1625 | - | - | |
|
| 0.7446 | 1455 | 0.1506 | - | - | |
|
| 0.7451 | 1456 | 0.1469 | - | - | |
|
| 0.7456 | 1457 | 0.2023 | - | - | |
|
| 0.7462 | 1458 | 0.2784 | - | - | |
|
| 0.7467 | 1459 | 0.3714 | - | - | |
|
| 0.7472 | 1460 | 0.2349 | - | - | |
|
| 0.7477 | 1461 | 0.1571 | - | - | |
|
| 0.7482 | 1462 | 0.1476 | - | - | |
|
| 0.7487 | 1463 | 0.15 | - | - | |
|
| 0.7492 | 1464 | 0.2423 | - | - | |
|
| 0.7497 | 1465 | 0.28 | - | - | |
|
| 0.7503 | 1466 | 0.2623 | - | - | |
|
| 0.7508 | 1467 | 0.2755 | - | - | |
|
| 0.7513 | 1468 | 0.3387 | - | - | |
|
| 0.7518 | 1469 | 0.277 | - | - | |
|
| 0.7523 | 1470 | 0.2891 | - | - | |
|
| 0.7528 | 1471 | 0.2561 | - | - | |
|
| 0.7533 | 1472 | 0.183 | - | - | |
|
| 0.7538 | 1473 | 0.2124 | - | - | |
|
| 0.7544 | 1474 | 0.324 | - | - | |
|
| 0.7549 | 1475 | 0.226 | - | - | |
|
| 0.7554 | 1476 | 0.3019 | - | - | |
|
| 0.7559 | 1477 | 0.19 | - | - | |
|
| 0.7564 | 1478 | 0.176 | - | - | |
|
| 0.7569 | 1479 | 0.1554 | - | - | |
|
| 0.7574 | 1480 | 0.1085 | - | - | |
|
| 0.7579 | 1481 | 0.1455 | - | - | |
|
| 0.7584 | 1482 | 0.2385 | - | - | |
|
| 0.7590 | 1483 | 0.2487 | - | - | |
|
| 0.7595 | 1484 | 0.2457 | - | - | |
|
| 0.7600 | 1485 | 0.2513 | - | - | |
|
| 0.7605 | 1486 | 0.2595 | - | - | |
|
| 0.7610 | 1487 | 0.2852 | - | - | |
|
| 0.7615 | 1488 | 0.2745 | - | - | |
|
| 0.7620 | 1489 | 0.2055 | - | - | |
|
| 0.7625 | 1490 | 0.2506 | - | - | |
|
| 0.7631 | 1491 | 0.1605 | - | - | |
|
| 0.7636 | 1492 | 0.1309 | - | - | |
|
| 0.7641 | 1493 | 0.1512 | - | - | |
|
| 0.7646 | 1494 | 0.2551 | - | - | |
|
| 0.7651 | 1495 | 0.2298 | - | - | |
|
| 0.7656 | 1496 | 0.2101 | - | - | |
|
| 0.7661 | 1497 | 0.2243 | - | - | |
|
| 0.7666 | 1498 | 0.157 | - | - | |
|
| 0.7671 | 1499 | 0.1962 | - | - | |
|
| 0.7677 | 1500 | 0.149 | 0.8459 | 0.9388 | |
|
| 0.7682 | 1501 | 0.1411 | - | - | |
|
| 0.7687 | 1502 | 0.2165 | - | - | |
|
| 0.7692 | 1503 | 0.1634 | - | - | |
|
| 0.7697 | 1504 | 0.1771 | - | - | |
|
| 0.7702 | 1505 | 0.2775 | - | - | |
|
| 0.7707 | 1506 | 0.3142 | - | - | |
|
| 0.7712 | 1507 | 0.253 | - | - | |
|
| 0.7718 | 1508 | 0.2443 | - | - | |
|
| 0.7723 | 1509 | 0.3289 | - | - | |
|
| 0.7728 | 1510 | 0.3004 | - | - | |
|
| 0.7733 | 1511 | 0.3158 | - | - | |
|
| 0.7738 | 1512 | 0.2389 | - | - | |
|
| 0.7743 | 1513 | 0.161 | - | - | |
|
| 0.7748 | 1514 | 0.1752 | - | - | |
|
| 0.7753 | 1515 | 0.1277 | - | - | |
|
| 0.7758 | 1516 | 0.1662 | - | - | |
|
| 0.7764 | 1517 | 0.2383 | - | - | |
|
| 0.7769 | 1518 | 0.1823 | - | - | |
|
| 0.7774 | 1519 | 0.3215 | - | - | |
|
| 0.7779 | 1520 | 0.2643 | - | - | |
|
| 0.7784 | 1521 | 0.2251 | - | - | |
|
| 0.7789 | 1522 | 0.258 | - | - | |
|
| 0.7794 | 1523 | 0.1986 | - | - | |
|
| 0.7799 | 1524 | 0.1937 | - | - | |
|
| 0.7805 | 1525 | 0.2017 | - | - | |
|
| 0.7810 | 1526 | 0.2152 | - | - | |
|
| 0.7815 | 1527 | 0.205 | - | - | |
|
| 0.7820 | 1528 | 0.2045 | - | - | |
|
| 0.7825 | 1529 | 0.1897 | - | - | |
|
| 0.7830 | 1530 | 0.1718 | - | - | |
|
| 0.7835 | 1531 | 0.1158 | - | - | |
|
| 0.7840 | 1532 | 0.1807 | - | - | |
|
| 0.7845 | 1533 | 0.2381 | - | - | |
|
| 0.7851 | 1534 | 0.3434 | - | - | |
|
| 0.7856 | 1535 | 0.3852 | - | - | |
|
| 0.7861 | 1536 | 0.289 | - | - | |
|
| 0.7866 | 1537 | 0.3242 | - | - | |
|
| 0.7871 | 1538 | 0.2734 | - | - | |
|
| 0.7876 | 1539 | 0.2034 | - | - | |
|
| 0.7881 | 1540 | 0.2312 | - | - | |
|
| 0.7886 | 1541 | 0.2406 | - | - | |
|
| 0.7892 | 1542 | 0.2152 | - | - | |
|
| 0.7897 | 1543 | 0.1394 | - | - | |
|
| 0.7902 | 1544 | 0.1243 | - | - | |
|
| 0.7907 | 1545 | 0.2377 | - | - | |
|
| 0.7912 | 1546 | 0.1362 | - | - | |
|
| 0.7917 | 1547 | 0.1219 | - | - | |
|
| 0.7922 | 1548 | 0.2065 | - | - | |
|
| 0.7927 | 1549 | 0.2249 | - | - | |
|
| 0.7932 | 1550 | 0.2644 | - | - | |
|
| 0.7938 | 1551 | 0.2899 | - | - | |
|
| 0.7943 | 1552 | 0.2978 | - | - | |
|
| 0.7948 | 1553 | 0.2584 | - | - | |
|
| 0.7953 | 1554 | 0.4284 | - | - | |
|
| 0.7958 | 1555 | 0.3485 | - | - | |
|
| 0.7963 | 1556 | 0.3921 | - | - | |
|
| 0.7968 | 1557 | 0.3097 | - | - | |
|
| 0.7973 | 1558 | 0.2372 | - | - | |
|
| 0.7979 | 1559 | 0.2799 | - | - | |
|
| 0.7984 | 1560 | 0.1728 | - | - | |
|
| 0.7989 | 1561 | 0.1616 | - | - | |
|
| 0.7994 | 1562 | 0.0986 | - | - | |
|
| 0.7999 | 1563 | 0.1344 | - | - | |
|
| 0.8004 | 1564 | 0.0714 | - | - | |
|
| 0.8009 | 1565 | 0.1967 | - | - | |
|
| 0.8014 | 1566 | 0.2853 | - | - | |
|
| 0.8019 | 1567 | 0.3007 | - | - | |
|
| 0.8025 | 1568 | 0.3036 | - | - | |
|
| 0.8030 | 1569 | 0.315 | - | - | |
|
| 0.8035 | 1570 | 0.2196 | - | - | |
|
| 0.8040 | 1571 | 0.183 | - | - | |
|
| 0.8045 | 1572 | 0.1717 | - | - | |
|
| 0.8050 | 1573 | 0.2454 | - | - | |
|
| 0.8055 | 1574 | 0.1936 | - | - | |
|
| 0.8060 | 1575 | 0.2392 | - | - | |
|
| 0.8066 | 1576 | 0.1998 | - | - | |
|
| 0.8071 | 1577 | 0.2382 | - | - | |
|
| 0.8076 | 1578 | 0.1752 | - | - | |
|
| 0.8081 | 1579 | 0.2791 | - | - | |
|
| 0.8086 | 1580 | 0.1962 | - | - | |
|
| 0.8091 | 1581 | 0.2455 | - | - | |
|
| 0.8096 | 1582 | 0.2088 | - | - | |
|
| 0.8101 | 1583 | 0.2779 | - | - | |
|
| 0.8106 | 1584 | 0.2799 | - | - | |
|
| 0.8112 | 1585 | 0.2245 | - | - | |
|
| 0.8117 | 1586 | 0.3577 | - | - | |
|
| 0.8122 | 1587 | 0.3454 | - | - | |
|
| 0.8127 | 1588 | 0.2465 | - | - | |
|
| 0.8132 | 1589 | 0.219 | - | - | |
|
| 0.8137 | 1590 | 0.2016 | - | - | |
|
| 0.8142 | 1591 | 0.2132 | - | - | |
|
| 0.8147 | 1592 | 0.293 | - | - | |
|
| 0.8153 | 1593 | 0.3512 | - | - | |
|
| 0.8158 | 1594 | 0.299 | - | - | |
|
| 0.8163 | 1595 | 0.2666 | - | - | |
|
| 0.8168 | 1596 | 0.2419 | - | - | |
|
| 0.8173 | 1597 | 0.1873 | - | - | |
|
| 0.8178 | 1598 | 0.1393 | - | - | |
|
| 0.8183 | 1599 | 0.1834 | - | - | |
|
| 0.8188 | 1600 | 0.2424 | 0.7951 | 0.9384 | |
|
| 0.8193 | 1601 | 0.3308 | - | - | |
|
| 0.8199 | 1602 | 0.389 | - | - | |
|
| 0.8204 | 1603 | 0.372 | - | - | |
|
| 0.8209 | 1604 | 0.4278 | - | - | |
|
| 0.8214 | 1605 | 0.32 | - | - | |
|
| 0.8219 | 1606 | 0.4131 | - | - | |
|
| 0.8224 | 1607 | 0.4209 | - | - | |
|
| 0.8229 | 1608 | 0.3434 | - | - | |
|
| 0.8234 | 1609 | 0.3183 | - | - | |
|
| 0.8240 | 1610 | 0.2844 | - | - | |
|
| 0.8245 | 1611 | 0.3242 | - | - | |
|
| 0.8250 | 1612 | 0.2182 | - | - | |
|
| 0.8255 | 1613 | 0.1782 | - | - | |
|
| 0.8260 | 1614 | 0.2351 | - | - | |
|
| 0.8265 | 1615 | 0.164 | - | - | |
|
| 0.8270 | 1616 | 0.2148 | - | - | |
|
| 0.8275 | 1617 | 0.1739 | - | - | |
|
| 0.8280 | 1618 | 0.2578 | - | - | |
|
| 0.8286 | 1619 | 0.2316 | - | - | |
|
| 0.8291 | 1620 | 0.1719 | - | - | |
|
| 0.8296 | 1621 | 0.1277 | - | - | |
|
| 0.8301 | 1622 | 0.16 | - | - | |
|
| 0.8306 | 1623 | 0.1504 | - | - | |
|
| 0.8311 | 1624 | 0.1563 | - | - | |
|
| 0.8316 | 1625 | 0.1938 | - | - | |
|
| 0.8321 | 1626 | 0.1918 | - | - | |
|
| 0.8327 | 1627 | 0.2196 | - | - | |
|
| 0.8332 | 1628 | 0.1967 | - | - | |
|
| 0.8337 | 1629 | 0.2586 | - | - | |
|
| 0.8342 | 1630 | 0.1991 | - | - | |
|
| 0.8347 | 1631 | 0.2869 | - | - | |
|
| 0.8352 | 1632 | 0.4497 | - | - | |
|
| 0.8357 | 1633 | 0.3518 | - | - | |
|
| 0.8362 | 1634 | 0.3113 | - | - | |
|
| 0.8367 | 1635 | 0.2545 | - | - | |
|
| 0.8373 | 1636 | 0.3275 | - | - | |
|
| 0.8378 | 1637 | 0.2098 | - | - | |
|
| 0.8383 | 1638 | 0.2076 | - | - | |
|
| 0.8388 | 1639 | 0.218 | - | - | |
|
| 0.8393 | 1640 | 0.2361 | - | - | |
|
| 0.8398 | 1641 | 0.2324 | - | - | |
|
| 0.8403 | 1642 | 0.2245 | - | - | |
|
| 0.8408 | 1643 | 0.2767 | - | - | |
|
| 0.8414 | 1644 | 0.2204 | - | - | |
|
| 0.8419 | 1645 | 0.2158 | - | - | |
|
| 0.8424 | 1646 | 0.1711 | - | - | |
|
| 0.8429 | 1647 | 0.2333 | - | - | |
|
| 0.8434 | 1648 | 0.2089 | - | - | |
|
| 0.8439 | 1649 | 0.2114 | - | - | |
|
| 0.8444 | 1650 | 0.2712 | - | - | |
|
| 0.8449 | 1651 | 0.3705 | - | - | |
|
| 0.8454 | 1652 | 0.3409 | - | - | |
|
| 0.8460 | 1653 | 0.3343 | - | - | |
|
| 0.8465 | 1654 | 0.2467 | - | - | |
|
| 0.8470 | 1655 | 0.2415 | - | - | |
|
| 0.8475 | 1656 | 0.2174 | - | - | |
|
| 0.8480 | 1657 | 0.222 | - | - | |
|
| 0.8485 | 1658 | 0.1879 | - | - | |
|
| 0.8490 | 1659 | 0.2461 | - | - | |
|
| 0.8495 | 1660 | 0.2413 | - | - | |
|
| 0.8501 | 1661 | 0.1931 | - | - | |
|
| 0.8506 | 1662 | 0.2744 | - | - | |
|
| 0.8511 | 1663 | 0.3202 | - | - | |
|
| 0.8516 | 1664 | 0.3382 | - | - | |
|
| 0.8521 | 1665 | 0.2325 | - | - | |
|
| 0.8526 | 1666 | 0.2124 | - | - | |
|
| 0.8531 | 1667 | 0.2321 | - | - | |
|
| 0.8536 | 1668 | 0.1406 | - | - | |
|
| 0.8541 | 1669 | 0.1909 | - | - | |
|
| 0.8547 | 1670 | 0.162 | - | - | |
|
| 0.8552 | 1671 | 0.153 | - | - | |
|
| 0.8557 | 1672 | 0.1104 | - | - | |
|
| 0.8562 | 1673 | 0.1914 | - | - | |
|
| 0.8567 | 1674 | 0.1988 | - | - | |
|
| 0.8572 | 1675 | 0.2261 | - | - | |
|
| 0.8577 | 1676 | 0.1765 | - | - | |
|
| 0.8582 | 1677 | 0.1269 | - | - | |
|
| 0.8588 | 1678 | 0.1017 | - | - | |
|
| 0.8593 | 1679 | 0.2056 | - | - | |
|
| 0.8598 | 1680 | 0.1059 | - | - | |
|
| 0.8603 | 1681 | 0.1901 | - | - | |
|
| 0.8608 | 1682 | 0.2596 | - | - | |
|
| 0.8613 | 1683 | 0.3579 | - | - | |
|
| 0.8618 | 1684 | 0.3703 | - | - | |
|
| 0.8623 | 1685 | 0.3352 | - | - | |
|
| 0.8628 | 1686 | 0.3461 | - | - | |
|
| 0.8634 | 1687 | 0.391 | - | - | |
|
| 0.8639 | 1688 | 0.2818 | - | - | |
|
| 0.8644 | 1689 | 0.339 | - | - | |
|
| 0.8649 | 1690 | 0.3048 | - | - | |
|
| 0.8654 | 1691 | 0.3521 | - | - | |
|
| 0.8659 | 1692 | 0.3335 | - | - | |
|
| 0.8664 | 1693 | 0.2935 | - | - | |
|
| 0.8669 | 1694 | 0.2318 | - | - | |
|
| 0.8675 | 1695 | 0.3297 | - | - | |
|
| 0.8680 | 1696 | 0.2218 | - | - | |
|
| 0.8685 | 1697 | 0.2533 | - | - | |
|
| 0.8690 | 1698 | 0.2637 | - | - | |
|
| 0.8695 | 1699 | 0.2106 | - | - | |
|
| 0.8700 | 1700 | 0.2082 | 0.7336 | 0.9439 | |
|
| 0.8705 | 1701 | 0.2165 | - | - | |
|
| 0.8710 | 1702 | 0.1938 | - | - | |
|
| 0.8715 | 1703 | 0.2059 | - | - | |
|
| 0.8721 | 1704 | 0.2639 | - | - | |
|
| 0.8726 | 1705 | 0.2104 | - | - | |
|
| 0.8731 | 1706 | 0.2204 | - | - | |
|
| 0.8736 | 1707 | 0.3166 | - | - | |
|
| 0.8741 | 1708 | 0.3073 | - | - | |
|
| 0.8746 | 1709 | 0.2907 | - | - | |
|
| 0.8751 | 1710 | 0.2448 | - | - | |
|
| 0.8756 | 1711 | 0.2335 | - | - | |
|
| 0.8762 | 1712 | 0.2861 | - | - | |
|
| 0.8767 | 1713 | 0.3016 | - | - | |
|
| 0.8772 | 1714 | 0.3313 | - | - | |
|
| 0.8777 | 1715 | 0.4154 | - | - | |
|
| 0.8782 | 1716 | 0.5309 | - | - | |
|
| 0.8787 | 1717 | 0.4596 | - | - | |
|
| 0.8792 | 1718 | 0.5752 | - | - | |
|
| 0.8797 | 1719 | 0.4659 | - | - | |
|
| 0.8802 | 1720 | 0.4636 | - | - | |
|
| 0.8808 | 1721 | 0.4933 | - | - | |
|
| 0.8813 | 1722 | 0.4949 | - | - | |
|
| 0.8818 | 1723 | 0.4512 | - | - | |
|
| 0.8823 | 1724 | 0.3858 | - | - | |
|
| 0.8828 | 1725 | 0.3943 | - | - | |
|
| 0.8833 | 1726 | 0.3733 | - | - | |
|
| 0.8838 | 1727 | 0.3156 | - | - | |
|
| 0.8843 | 1728 | 0.3272 | - | - | |
|
| 0.8849 | 1729 | 0.2644 | - | - | |
|
| 0.8854 | 1730 | 0.3572 | - | - | |
|
| 0.8859 | 1731 | 0.2716 | - | - | |
|
| 0.8864 | 1732 | 0.3054 | - | - | |
|
| 0.8869 | 1733 | 0.3884 | - | - | |
|
| 0.8874 | 1734 | 0.3512 | - | - | |
|
| 0.8879 | 1735 | 0.2992 | - | - | |
|
| 0.8884 | 1736 | 0.272 | - | - | |
|
| 0.8889 | 1737 | 0.293 | - | - | |
|
| 0.8895 | 1738 | 0.2506 | - | - | |
|
| 0.8900 | 1739 | 0.3214 | - | - | |
|
| 0.8905 | 1740 | 0.3026 | - | - | |
|
| 0.8910 | 1741 | 0.3495 | - | - | |
|
| 0.8915 | 1742 | 0.3697 | - | - | |
|
| 0.8920 | 1743 | 0.2535 | - | - | |
|
| 0.8925 | 1744 | 0.2417 | - | - | |
|
| 0.8930 | 1745 | 0.2419 | - | - | |
|
| 0.8936 | 1746 | 0.2106 | - | - | |
|
| 0.8941 | 1747 | 0.209 | - | - | |
|
| 0.8946 | 1748 | 0.2587 | - | - | |
|
| 0.8951 | 1749 | 0.19 | - | - | |
|
| 0.8956 | 1750 | 0.2744 | - | - | |
|
| 0.8961 | 1751 | 0.3315 | - | - | |
|
| 0.8966 | 1752 | 0.3192 | - | - | |
|
| 0.8971 | 1753 | 0.44 | - | - | |
|
| 0.8976 | 1754 | 0.3511 | - | - | |
|
| 0.8982 | 1755 | 0.4535 | - | - | |
|
| 0.8987 | 1756 | 0.4044 | - | - | |
|
| 0.8992 | 1757 | 0.3398 | - | - | |
|
| 0.8997 | 1758 | 0.3599 | - | - | |
|
| 0.9002 | 1759 | 0.3552 | - | - | |
|
| 0.9007 | 1760 | 0.3493 | - | - | |
|
| 0.9012 | 1761 | 0.4215 | - | - | |
|
| 0.9017 | 1762 | 0.3116 | - | - | |
|
| 0.9023 | 1763 | 0.3451 | - | - | |
|
| 0.9028 | 1764 | 0.2985 | - | - | |
|
| 0.9033 | 1765 | 0.3452 | - | - | |
|
| 0.9038 | 1766 | 0.2489 | - | - | |
|
| 0.9043 | 1767 | 0.2266 | - | - | |
|
| 0.9048 | 1768 | 0.2906 | - | - | |
|
| 0.9053 | 1769 | 0.3229 | - | - | |
|
| 0.9058 | 1770 | 0.3264 | - | - | |
|
| 0.9063 | 1771 | 0.326 | - | - | |
|
| 0.9069 | 1772 | 0.4848 | - | - | |
|
| 0.9074 | 1773 | 0.347 | - | - | |
|
| 0.9079 | 1774 | 0.2467 | - | - | |
|
| 0.9084 | 1775 | 0.2548 | - | - | |
|
| 0.9089 | 1776 | 0.4412 | - | - | |
|
| 0.9094 | 1777 | 0.3089 | - | - | |
|
| 0.9099 | 1778 | 0.4491 | - | - | |
|
| 0.9104 | 1779 | 0.4089 | - | - | |
|
| 0.9110 | 1780 | 0.396 | - | - | |
|
| 0.9115 | 1781 | 0.4404 | - | - | |
|
| 0.9120 | 1782 | 0.4197 | - | - | |
|
| 0.9125 | 1783 | 0.2947 | - | - | |
|
| 0.9130 | 1784 | 0.2952 | - | - | |
|
| 0.9135 | 1785 | 0.2941 | - | - | |
|
| 0.9140 | 1786 | 0.3605 | - | - | |
|
| 0.9145 | 1787 | 0.3431 | - | - | |
|
| 0.9150 | 1788 | 0.2934 | - | - | |
|
| 0.9156 | 1789 | 0.3605 | - | - | |
|
| 0.9161 | 1790 | 0.3521 | - | - | |
|
| 0.9166 | 1791 | 0.3997 | - | - | |
|
| 0.9171 | 1792 | 0.5006 | - | - | |
|
| 0.9176 | 1793 | 0.354 | - | - | |
|
| 0.9181 | 1794 | 0.388 | - | - | |
|
| 0.9186 | 1795 | 0.3895 | - | - | |
|
| 0.9191 | 1796 | 0.4333 | - | - | |
|
| 0.9197 | 1797 | 0.4895 | - | - | |
|
| 0.9202 | 1798 | 0.4691 | - | - | |
|
| 0.9207 | 1799 | 0.4145 | - | - | |
|
| 0.9212 | 1800 | 0.3753 | 0.6788 | 0.9502 | |
|
| 0.9217 | 1801 | 0.4704 | - | - | |
|
| 0.9222 | 1802 | 0.441 | - | - | |
|
| 0.9227 | 1803 | 0.3925 | - | - | |
|
| 0.9232 | 1804 | 0.3288 | - | - | |
|
| 0.9237 | 1805 | 0.346 | - | - | |
|
| 0.9243 | 1806 | 0.4326 | - | - | |
|
| 0.9248 | 1807 | 0.4024 | - | - | |
|
| 0.9253 | 1808 | 0.6031 | - | - | |
|
| 0.9258 | 1809 | 0.6031 | - | - | |
|
| 0.9263 | 1810 | 0.5265 | - | - | |
|
| 0.9268 | 1811 | 0.428 | - | - | |
|
| 0.9273 | 1812 | 0.4373 | - | - | |
|
| 0.9278 | 1813 | 0.3541 | - | - | |
|
| 0.9284 | 1814 | 0.3621 | - | - | |
|
| 0.9289 | 1815 | 0.365 | - | - | |
|
| 0.9294 | 1816 | 0.4398 | - | - | |
|
| 0.9299 | 1817 | 0.398 | - | - | |
|
| 0.9304 | 1818 | 0.4375 | - | - | |
|
| 0.9309 | 1819 | 0.3815 | - | - | |
|
| 0.9314 | 1820 | 0.4396 | - | - | |
|
| 0.9319 | 1821 | 0.3871 | - | - | |
|
| 0.9324 | 1822 | 0.4421 | - | - | |
|
| 0.9330 | 1823 | 0.3979 | - | - | |
|
| 0.9335 | 1824 | 0.3619 | - | - | |
|
| 0.9340 | 1825 | 0.4688 | - | - | |
|
| 0.9345 | 1826 | 0.3951 | - | - | |
|
| 0.9350 | 1827 | 0.3807 | - | - | |
|
| 0.9355 | 1828 | 0.3978 | - | - | |
|
| 0.9360 | 1829 | 0.3519 | - | - | |
|
| 0.9365 | 1830 | 0.4019 | - | - | |
|
| 0.9371 | 1831 | 0.3853 | - | - | |
|
| 0.9376 | 1832 | 0.4026 | - | - | |
|
| 0.9381 | 1833 | 0.4212 | - | - | |
|
| 0.9386 | 1834 | 0.5422 | - | - | |
|
| 0.9391 | 1835 | 0.4808 | - | - | |
|
| 0.9396 | 1836 | 0.5497 | - | - | |
|
| 0.9401 | 1837 | 0.5487 | - | - | |
|
| 0.9406 | 1838 | 0.4814 | - | - | |
|
| 0.9411 | 1839 | 0.497 | - | - | |
|
| 0.9417 | 1840 | 0.4491 | - | - | |
|
| 0.9422 | 1841 | 0.4983 | - | - | |
|
| 0.9427 | 1842 | 0.4855 | - | - | |
|
| 0.9432 | 1843 | 0.4256 | - | - | |
|
| 0.9437 | 1844 | 0.3845 | - | - | |
|
| 0.9442 | 1845 | 0.3885 | - | - | |
|
| 0.9447 | 1846 | 0.429 | - | - | |
|
| 0.9452 | 1847 | 0.5845 | - | - | |
|
| 0.9458 | 1848 | 0.4565 | - | - | |
|
| 0.9463 | 1849 | 0.4371 | - | - | |
|
| 0.9468 | 1850 | 0.5884 | - | - | |
|
| 0.9473 | 1851 | 0.4054 | - | - | |
|
| 0.9478 | 1852 | 0.5583 | - | - | |
|
| 0.9483 | 1853 | 0.4478 | - | - | |
|
| 0.9488 | 1854 | 0.4341 | - | - | |
|
| 0.9493 | 1855 | 0.4308 | - | - | |
|
| 0.9498 | 1856 | 0.503 | - | - | |
|
| 0.9504 | 1857 | 0.4396 | - | - | |
|
| 0.9509 | 1858 | 0.5434 | - | - | |
|
| 0.9514 | 1859 | 0.4144 | - | - | |
|
| 0.9519 | 1860 | 0.4432 | - | - | |
|
| 0.9524 | 1861 | 0.3656 | - | - | |
|
| 0.9529 | 1862 | 0.3972 | - | - | |
|
| 0.9534 | 1863 | 0.4992 | - | - | |
|
| 0.9539 | 1864 | 0.3215 | - | - | |
|
| 0.9545 | 1865 | 0.3741 | - | - | |
|
| 0.9550 | 1866 | 0.4548 | - | - | |
|
| 0.9555 | 1867 | 0.5291 | - | - | |
|
| 0.9560 | 1868 | 0.4826 | - | - | |
|
| 0.9565 | 1869 | 0.5447 | - | - | |
|
| 0.9570 | 1870 | 0.6471 | - | - | |
|
| 0.9575 | 1871 | 0.5302 | - | - | |
|
| 0.9580 | 1872 | 0.5803 | - | - | |
|
| 0.9585 | 1873 | 0.6097 | - | - | |
|
| 0.9591 | 1874 | 0.6494 | - | - | |
|
| 0.9596 | 1875 | 0.5735 | - | - | |
|
| 0.9601 | 1876 | 0.4434 | - | - | |
|
| 0.9606 | 1877 | 0.4713 | - | - | |
|
| 0.9611 | 1878 | 0.496 | - | - | |
|
| 0.9616 | 1879 | 0.4067 | - | - | |
|
| 0.9621 | 1880 | 0.5666 | - | - | |
|
| 0.9626 | 1881 | 0.46 | - | - | |
|
| 0.9632 | 1882 | 0.4719 | - | - | |
|
| 0.9637 | 1883 | 0.5055 | - | - | |
|
| 0.9642 | 1884 | 0.5013 | - | - | |
|
| 0.9647 | 1885 | 0.5041 | - | - | |
|
| 0.9652 | 1886 | 0.444 | - | - | |
|
| 0.9657 | 1887 | 0.5036 | - | - | |
|
| 0.9662 | 1888 | 0.4842 | - | - | |
|
| 0.9667 | 1889 | 0.4947 | - | - | |
|
| 0.9672 | 1890 | 0.5691 | - | - | |
|
| 0.9678 | 1891 | 0.6534 | - | - | |
|
| 0.9683 | 1892 | 0.6255 | - | - | |
|
| 0.9688 | 1893 | 0.5947 | - | - | |
|
| 0.9693 | 1894 | 0.5101 | - | - | |
|
| 0.9698 | 1895 | 0.5423 | - | - | |
|
| 0.9703 | 1896 | 0.4088 | - | - | |
|
| 0.9708 | 1897 | 0.5801 | - | - | |
|
| 0.9713 | 1898 | 0.5051 | - | - | |
|
| 0.9719 | 1899 | 0.5947 | - | - | |
|
| 0.9724 | 1900 | 0.5611 | 0.6374 | 0.9537 | |
|
| 0.9729 | 1901 | 0.57 | - | - | |
|
| 0.9734 | 1902 | 0.5558 | - | - | |
|
| 0.9739 | 1903 | 0.5192 | - | - | |
|
| 0.9744 | 1904 | 0.5319 | - | - | |
|
| 0.9749 | 1905 | 0.5511 | - | - | |
|
| 0.9754 | 1906 | 0.5118 | - | - | |
|
| 0.9759 | 1907 | 0.5721 | - | - | |
|
| 0.9765 | 1908 | 0.6543 | - | - | |
|
| 0.9770 | 1909 | 0.6707 | - | - | |
|
| 0.9775 | 1910 | 0.5997 | - | - | |
|
| 0.9780 | 1911 | 0.5712 | - | - | |
|
| 0.9785 | 1912 | 0.6574 | - | - | |
|
| 0.9790 | 1913 | 0.5981 | - | - | |
|
| 0.9795 | 1914 | 0.7499 | - | - | |
|
| 0.9800 | 1915 | 0.738 | - | - | |
|
| 0.9806 | 1916 | 0.6731 | - | - | |
|
| 0.9811 | 1917 | 0.7481 | - | - | |
|
| 0.9816 | 1918 | 0.7995 | - | - | |
|
| 0.9821 | 1919 | 0.6295 | - | - | |
|
| 0.9826 | 1920 | 0.6599 | - | - | |
|
| 0.9831 | 1921 | 0.5386 | - | - | |
|
| 0.9836 | 1922 | 0.6293 | - | - | |
|
| 0.9841 | 1923 | 0.5511 | - | - | |
|
| 0.9846 | 1924 | 0.5737 | - | - | |
|
| 0.9852 | 1925 | 0.5261 | - | - | |
|
| 0.9857 | 1926 | 0.5196 | - | - | |
|
| 0.9862 | 1927 | 0.5886 | - | - | |
|
| 0.9867 | 1928 | 0.6642 | - | - | |
|
| 0.9872 | 1929 | 0.5713 | - | - | |
|
| 0.9877 | 1930 | 0.5396 | - | - | |
|
| 0.9882 | 1931 | 0.4805 | - | - | |
|
| 0.9887 | 1932 | 0.5228 | - | - | |
|
| 0.9893 | 1933 | 0.6495 | - | - | |
|
| 0.9898 | 1934 | 0.5876 | - | - | |
|
| 0.9903 | 1935 | 0.5542 | - | - | |
|
| 0.9908 | 1936 | 0.6024 | - | - | |
|
| 0.9913 | 1937 | 0.5677 | - | - | |
|
| 0.9918 | 1938 | 0.6009 | - | - | |
|
| 0.9923 | 1939 | 0.5893 | - | - | |
|
| 0.9928 | 1940 | 0.461 | - | - | |
|
| 0.9933 | 1941 | 0.4467 | - | - | |
|
| 0.9939 | 1942 | 0.5059 | - | - | |
|
| 0.9944 | 1943 | 0.6037 | - | - | |
|
| 0.9949 | 1944 | 0.3525 | - | - | |
|
| 0.9954 | 1945 | 0.5509 | - | - | |
|
| 0.9959 | 1946 | 0.4277 | - | - | |
|
| 0.9964 | 1947 | 0.344 | - | - | |
|
| 0.9969 | 1948 | 0.4039 | - | - | |
|
| 0.9974 | 1949 | 0.3924 | - | - | |
|
| 0.9980 | 1950 | 0.3328 | - | - | |
|
| 0.9985 | 1951 | 0.3756 | - | - | |
|
| 0.9990 | 1952 | 0.3523 | - | - | |
|
| 0.9995 | 1953 | 0.6408 | - | - | |
|
| 1.0 | 1954 | 0.392 | - | 0.9587 | |
|
|
|
</details> |
|
|
|
### Framework Versions |
|
- Python: 3.10.12 |
|
- Sentence Transformers: 3.3.1 |
|
- Transformers: 4.48.0.dev0 |
|
- PyTorch: 2.1.0+cu118 |
|
- Accelerate: 1.2.1 |
|
- Datasets: 3.2.0 |
|
- Tokenizers: 0.21.0 |
|
|
|
## Citation |
|
|
|
### BibTeX |
|
|
|
#### Sentence Transformers |
|
```bibtex |
|
@inproceedings{reimers-2019-sentence-bert, |
|
title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks", |
|
author = "Reimers, Nils and Gurevych, Iryna", |
|
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing", |
|
month = "11", |
|
year = "2019", |
|
publisher = "Association for Computational Linguistics", |
|
url = "https://arxiv.org/abs/1908.10084", |
|
} |
|
``` |
|
|
|
#### MatryoshkaLoss |
|
```bibtex |
|
@misc{kusupati2024matryoshka, |
|
title={Matryoshka Representation Learning}, |
|
author={Aditya Kusupati and Gantavya Bhatt and Aniket Rege and Matthew Wallingford and Aditya Sinha and Vivek Ramanujan and William Howard-Snyder and Kaifeng Chen and Sham Kakade and Prateek Jain and Ali Farhadi}, |
|
year={2024}, |
|
eprint={2205.13147}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.LG} |
|
} |
|
``` |
|
|
|
#### MultipleNegativesRankingLoss |
|
```bibtex |
|
@misc{henderson2017efficient, |
|
title={Efficient Natural Language Response Suggestion for Smart Reply}, |
|
author={Matthew Henderson and Rami Al-Rfou and Brian Strope and Yun-hsuan Sung and Laszlo Lukacs and Ruiqi Guo and Sanjiv Kumar and Balint Miklos and Ray Kurzweil}, |
|
year={2017}, |
|
eprint={1705.00652}, |
|
archivePrefix={arXiv}, |
|
primaryClass={cs.CL} |
|
} |
|
``` |
|
|
|
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