diff --git "a/checkpoint-2135/README.md" "b/checkpoint-2135/README.md" new file mode 100644--- /dev/null +++ "b/checkpoint-2135/README.md" @@ -0,0 +1,3020 @@ +--- +base_model: microsoft/deberta-v3-small +library_name: sentence-transformers +metrics: +- pearson_cosine +- spearman_cosine +- pearson_manhattan +- spearman_manhattan +- pearson_euclidean +- spearman_euclidean +- pearson_dot +- spearman_dot +- pearson_max +- spearman_max +- cosine_accuracy +- cosine_accuracy_threshold +- cosine_f1 +- cosine_f1_threshold +- cosine_precision +- cosine_recall +- cosine_ap +- dot_accuracy +- dot_accuracy_threshold +- dot_f1 +- dot_f1_threshold +- dot_precision +- dot_recall +- dot_ap +- manhattan_accuracy +- manhattan_accuracy_threshold +- manhattan_f1 +- manhattan_f1_threshold +- manhattan_precision +- manhattan_recall +- manhattan_ap +- euclidean_accuracy +- euclidean_accuracy_threshold +- euclidean_f1 +- euclidean_f1_threshold +- euclidean_precision +- euclidean_recall +- euclidean_ap +- max_accuracy +- max_accuracy_threshold +- max_f1 +- max_f1_threshold +- max_precision +- max_recall +- max_ap +pipeline_tag: sentence-similarity +tags: +- sentence-transformers +- sentence-similarity +- feature-extraction +- generated_from_trainer +- dataset_size:32500 +- loss:GISTEmbedLoss +widget: +- source_sentence: uconnect access app cost per month + sentences: + - "recycling has a positive impact on the environment. Alternatively, through reuse\ + \ and recycling, waste can be converted into useful products. \n Converting waste\ + \ into useful products has a positive impact on the environment." + - The Advantage Package is available now at a new rate of $149.99 a year with over + 15% savings. Uconnect Access is also available at the regular pricing of $14.99 + a month. + - more than 680,000 cases of COVID-19 have been reported in over 190 countries and + territories , resulting in approximately 31,900 deaths . +- source_sentence: who said america is ungovernable + sentences: + - '1 Variant translations or reports: 2 America is ungovernable; those who served + the revolution have plowed the sea. 3 As quoted in Man, State, and Society in + Latin American History (1972) by Sheldon B. Liss and Peggy K. Liss, p. 133. 4 Those + who have served the cause of the revolution have plowed the sea.' + - a white stove turned off with a digital clock + - As of 19 March , more than 223,000 cases of COVID-19 have been reported in over + 150 countries and territories , resulting in more than 9,100 deaths and 85,000 + recoveries . +- source_sentence: A man in a wheelchair and another sitting on a bench that is overlooking + the water. + sentences: + - Two people sitting on dock looking at the ocean. + - an landfill is a source of pollution + - A lymphocyte is the type of white blood cell involved in an immune system response. + You can see what a lymphocyte looks like, greatly magnified, in Figure below . + Lymphocytes make up about one quarter of all white blood cells, but there are + trillions of them in the human body. Usually, fewer than half of the body’s lymphocytes + are in the blood. The majority are in the lymph, lymph nodes, and lymph organs. +- source_sentence: what is the normal percentage of neutrophils + sentences: + - The two planes are different in design, but flying in a similar flight pattern. + - 'Normal Blood Counts: The normal range for WBC is generally from 4.0 to 11.0 k/ul. + The normal range of the percentage of neutrophils is between 45% and 70%. blood + cells, filter foreign substances from the blood, and produce lymphocytes(white + blood cells). BIOL 230 Lab Manual Appendix D The Complete Blood Count: An increase + in the percentage of neutrophils (neutrophilia) is seen with an infection.' + - The energy of electromagnetic waves depends on their frequency. Low-frequency + waves have little energy and are normally harmless. High-frequency waves have + a lot of energy and are potentially very harmful. +- source_sentence: 'A van drove into crowds of people in the centre of the city, in + a tourist area called Las Ramblas. + + Thirteen people have died and dozens were injured. + + If you''re upset by anything in the news take a look at the advice here. + + Witnesses say the van was deliberately driven into people in Barcelona''s popular + Las Ramblas area. + + The emergency services got to the location very quickly and tried to help as many + people as they could. + + They are now looking for the missing driver. + + Spanish police said they have stopped another van attack in a small town called + Cambrils near Barcelona. + + The police managed to stop the attackers before they reached a crowded area. + + One woman died and the five suspected attackers were killed by police. + + Police think this attack was linked to the one that happened earlier in Barcelona. + + Four people have been arrested. + + The police are still looking for the missing driver who ran away from the van. + + Spain''s Prime Minister Mariano Rajoy has described it as a terrorist attack. + + The extremist group that calls itself Islamic State says it is responsible. + + The city''s famous football club, FC Barcelona, has said it was "deeply saddened" + by the attack. + + Lionel Messi added: "There are many more of us who want to live in a world in + peace, without hate." + + Several famous building all over the world have lit up to show their support for + the people of Spain. + + New York City''s One World Trade centre was lit up in the colours of Spain''s + flag, red and yellow. + + The Eiffel Tower turned off its lights in support of Barcelona.' + sentences: + - An attack took place in the Spanish city of Barcelona on Thursday 17 August. + - A man in the kitchen putting a bottle in his blazer pocket. + - "lack of moisture in the air causes low amounts of rainfall. Clouds are made of\ + \ moisture and the moisture is from the water evaporating. \n Lack of water in\ + \ the air causes low amounts of rainfall." +model-index: +- name: SentenceTransformer based on microsoft/deberta-v3-small + results: + - task: + type: semantic-similarity + name: Semantic Similarity + dataset: + name: sts test + type: sts-test + metrics: + - type: pearson_cosine + value: 0.6515835819558387 + name: Pearson Cosine + - type: spearman_cosine + value: 0.6624880521170792 + name: Spearman Cosine + - type: pearson_manhattan + value: 0.6689532703109837 + name: Pearson Manhattan + - type: spearman_manhattan + value: 0.6642616788598046 + name: Spearman Manhattan + - type: pearson_euclidean + value: 0.6664666041698615 + name: Pearson Euclidean + - type: spearman_euclidean + value: 0.6626712190299542 + name: Spearman Euclidean + - type: pearson_dot + value: 0.6496631696023635 + name: Pearson Dot + - type: spearman_dot + value: 0.660623311806161 + name: Spearman Dot + - type: pearson_max + value: 0.6689532703109837 + name: Pearson Max + - type: spearman_max + value: 0.6642616788598046 + name: Spearman Max + - task: + type: binary-classification + name: Binary Classification + dataset: + name: allNLI dev + type: allNLI-dev + metrics: + - type: cosine_accuracy + value: 0.689453125 + name: Cosine Accuracy + - type: cosine_accuracy_threshold + value: 0.9275094270706177 + name: Cosine Accuracy Threshold + - type: cosine_f1 + value: 0.5508684863523573 + name: Cosine F1 + - type: cosine_f1_threshold + value: 0.862393319606781 + name: Cosine F1 Threshold + - type: cosine_precision + value: 0.4826086956521739 + name: Cosine Precision + - type: cosine_recall + value: 0.6416184971098265 + name: Cosine Recall + - type: cosine_ap + value: 0.5163761733021546 + name: Cosine Ap + - type: dot_accuracy + value: 0.689453125 + name: Dot Accuracy + - type: dot_accuracy_threshold + value: 701.0382080078125 + name: Dot Accuracy Threshold + - type: dot_f1 + value: 0.5481481481481482 + name: Dot F1 + - type: dot_f1_threshold + value: 657.1117553710938 + name: Dot F1 Threshold + - type: dot_precision + value: 0.47844827586206895 + name: Dot Precision + - type: dot_recall + value: 0.6416184971098265 + name: Dot Recall + - type: dot_ap + value: 0.5170597922539218 + name: Dot Ap + - type: manhattan_accuracy + value: 0.689453125 + name: Manhattan Accuracy + - type: manhattan_accuracy_threshold + value: 217.35939025878906 + name: Manhattan Accuracy Threshold + - type: manhattan_f1 + value: 0.5686746987951807 + name: Manhattan F1 + - type: manhattan_f1_threshold + value: 311.76495361328125 + name: Manhattan F1 Threshold + - type: manhattan_precision + value: 0.48760330578512395 + name: Manhattan Precision + - type: manhattan_recall + value: 0.6820809248554913 + name: Manhattan Recall + - type: manhattan_ap + value: 0.5200494439911988 + name: Manhattan Ap + - type: euclidean_accuracy + value: 0.689453125 + name: Euclidean Accuracy + - type: euclidean_accuracy_threshold + value: 10.526958465576172 + name: Euclidean Accuracy Threshold + - type: euclidean_f1 + value: 0.5508684863523573 + name: Euclidean F1 + - type: euclidean_f1_threshold + value: 14.494762420654297 + name: Euclidean F1 Threshold + - type: euclidean_precision + value: 0.4826086956521739 + name: Euclidean Precision + - type: euclidean_recall + value: 0.6416184971098265 + name: Euclidean Recall + - type: euclidean_ap + value: 0.5163758899855585 + name: Euclidean Ap + - type: max_accuracy + value: 0.689453125 + name: Max Accuracy + - type: max_accuracy_threshold + value: 701.0382080078125 + name: Max Accuracy Threshold + - type: max_f1 + value: 0.5686746987951807 + name: Max F1 + - type: max_f1_threshold + value: 657.1117553710938 + name: Max F1 Threshold + - type: max_precision + value: 0.48760330578512395 + name: Max Precision + - type: max_recall + value: 0.6820809248554913 + name: Max Recall + - type: max_ap + value: 0.5200494439911988 + name: Max Ap + - task: + type: binary-classification + name: Binary Classification + dataset: + name: Qnli dev + type: Qnli-dev + metrics: + - type: cosine_accuracy + value: 0.6640625 + name: Cosine Accuracy + - type: cosine_accuracy_threshold + value: 0.8005393743515015 + name: Cosine Accuracy Threshold + - type: cosine_f1 + value: 0.6898839137645109 + name: Cosine F1 + - type: cosine_f1_threshold + value: 0.7475045323371887 + name: Cosine F1 Threshold + - type: cosine_precision + value: 0.5667574931880109 + name: Cosine Precision + - type: cosine_recall + value: 0.8813559322033898 + name: Cosine Recall + - type: cosine_ap + value: 0.6963810565222734 + name: Cosine Ap + - type: dot_accuracy + value: 0.66796875 + name: Dot Accuracy + - type: dot_accuracy_threshold + value: 605.2431640625 + name: Dot Accuracy Threshold + - type: dot_f1 + value: 0.6864686468646866 + name: Dot F1 + - type: dot_f1_threshold + value: 567.939208984375 + name: Dot F1 Threshold + - type: dot_precision + value: 0.5621621621621622 + name: Dot Precision + - type: dot_recall + value: 0.8813559322033898 + name: Dot Recall + - type: dot_ap + value: 0.6933667039839441 + name: Dot Ap + - type: manhattan_accuracy + value: 0.671875 + name: Manhattan Accuracy + - type: manhattan_accuracy_threshold + value: 354.006103515625 + name: Manhattan Accuracy Threshold + - type: manhattan_f1 + value: 0.6949152542372881 + name: Manhattan F1 + - type: manhattan_f1_threshold + value: 410.61859130859375 + name: Manhattan F1 Threshold + - type: manhattan_precision + value: 0.5790960451977402 + name: Manhattan Precision + - type: manhattan_recall + value: 0.8686440677966102 + name: Manhattan Recall + - type: manhattan_ap + value: 0.7030057331700904 + name: Manhattan Ap + - type: euclidean_accuracy + value: 0.666015625 + name: Euclidean Accuracy + - type: euclidean_accuracy_threshold + value: 17.45079803466797 + name: Euclidean Accuracy Threshold + - type: euclidean_f1 + value: 0.6898839137645109 + name: Euclidean F1 + - type: euclidean_f1_threshold + value: 19.631027221679688 + name: Euclidean F1 Threshold + - type: euclidean_precision + value: 0.5667574931880109 + name: Euclidean Precision + - type: euclidean_recall + value: 0.8813559322033898 + name: Euclidean Recall + - type: euclidean_ap + value: 0.6964584994456302 + name: Euclidean Ap + - type: max_accuracy + value: 0.671875 + name: Max Accuracy + - type: max_accuracy_threshold + value: 605.2431640625 + name: Max Accuracy Threshold + - type: max_f1 + value: 0.6949152542372881 + name: Max F1 + - type: max_f1_threshold + value: 567.939208984375 + name: Max F1 Threshold + - type: max_precision + value: 0.5790960451977402 + name: Max Precision + - type: max_recall + value: 0.8813559322033898 + name: Max Recall + - type: max_ap + value: 0.7030057331700904 + name: Max Ap +--- + +# SentenceTransformer based on microsoft/deberta-v3-small + +This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small). It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more. + +## Model Details + +### Model Description +- **Model Type:** Sentence Transformer +- **Base model:** [microsoft/deberta-v3-small](https://huggingface.co/microsoft/deberta-v3-small) +- **Maximum Sequence Length:** 512 tokens +- **Output Dimensionality:** 768 tokens +- **Similarity Function:** Cosine Similarity + + + + +### Model Sources + +- **Documentation:** [Sentence Transformers Documentation](https://sbert.net) +- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers) +- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers) + +### Full Model Architecture + +``` +SentenceTransformer( + (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: DebertaV2Model + (1): AdvancedWeightedPooling( + (linear_cls_pj): Linear(in_features=768, out_features=768, bias=True) + (linear_cls_Qpj): Linear(in_features=768, out_features=768, bias=True) + (linear_mean_pj): Linear(in_features=768, out_features=768, bias=True) + (linear_attnOut): Linear(in_features=768, out_features=768, bias=True) + (mha): MultiheadAttention( + (out_proj): NonDynamicallyQuantizableLinear(in_features=768, out_features=768, bias=True) + ) + (layernorm_output): LayerNorm((768,), eps=1e-05, elementwise_affine=True) + (layernorm_weightedPooing): LayerNorm((768,), eps=1e-05, elementwise_affine=True) + (layernorm_pjCls): LayerNorm((768,), eps=1e-05, elementwise_affine=True) + (layernorm_pjMean): LayerNorm((768,), eps=1e-05, elementwise_affine=True) + (layernorm_attnOut): LayerNorm((768,), eps=1e-05, elementwise_affine=True) + ) +) +``` + +## Usage + +### Direct Usage (Sentence Transformers) + +First install the Sentence Transformers library: + +```bash +pip install -U sentence-transformers +``` + +Then you can load this model and run inference. +```python +from sentence_transformers import SentenceTransformer + +# Download from the 🤗 Hub +model = SentenceTransformer("bobox/DeBERTa3-s-CustomPoolin-toytest2-step1-checkpoints-tmp") +# Run inference +sentences = [ + 'A van drove into crowds of people in the centre of the city, in a tourist area called Las Ramblas.\nThirteen people have died and dozens were injured.\nIf you\'re upset by anything in the news take a look at the advice here.\nWitnesses say the van was deliberately driven into people in Barcelona\'s popular Las Ramblas area.\nThe emergency services got to the location very quickly and tried to help as many people as they could.\nThey are now looking for the missing driver.\nSpanish police said they have stopped another van attack in a small town called Cambrils near Barcelona.\nThe police managed to stop the attackers before they reached a crowded area.\nOne woman died and the five suspected attackers were killed by police.\nPolice think this attack was linked to the one that happened earlier in Barcelona.\nFour people have been arrested.\nThe police are still looking for the missing driver who ran away from the van.\nSpain\'s Prime Minister Mariano Rajoy has described it as a terrorist attack.\nThe extremist group that calls itself Islamic State says it is responsible.\nThe city\'s famous football club, FC Barcelona, has said it was "deeply saddened" by the attack.\nLionel Messi added: "There are many more of us who want to live in a world in peace, without hate."\nSeveral famous building all over the world have lit up to show their support for the people of Spain.\nNew York City\'s One World Trade centre was lit up in the colours of Spain\'s flag, red and yellow.\nThe Eiffel Tower turned off its lights in support of Barcelona.', + 'An attack took place in the Spanish city of Barcelona on Thursday 17 August.', + 'lack of moisture in the air causes low amounts of rainfall. Clouds are made of moisture and the moisture is from the water evaporating. \n Lack of water in the air causes low amounts of rainfall.', +] +embeddings = model.encode(sentences) +print(embeddings.shape) +# [3, 768] + +# Get the similarity scores for the embeddings +similarities = model.similarity(embeddings, embeddings) +print(similarities.shape) +# [3, 3] +``` + + + + + + + +## Evaluation + +### Metrics + +#### Semantic Similarity +* Dataset: `sts-test` +* Evaluated with [EmbeddingSimilarityEvaluator](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.EmbeddingSimilarityEvaluator) + +| Metric | Value | +|:--------------------|:-----------| +| pearson_cosine | 0.6516 | +| **spearman_cosine** | **0.6625** | +| pearson_manhattan | 0.669 | +| spearman_manhattan | 0.6643 | +| pearson_euclidean | 0.6665 | +| spearman_euclidean | 0.6627 | +| pearson_dot | 0.6497 | +| spearman_dot | 0.6606 | +| pearson_max | 0.669 | +| spearman_max | 0.6643 | + +#### Binary Classification +* Dataset: `allNLI-dev` +* Evaluated with [BinaryClassificationEvaluator](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.BinaryClassificationEvaluator) + +| Metric | Value | +|:-----------------------------|:---------| +| cosine_accuracy | 0.6895 | +| cosine_accuracy_threshold | 0.9275 | +| cosine_f1 | 0.5509 | +| cosine_f1_threshold | 0.8624 | +| cosine_precision | 0.4826 | +| cosine_recall | 0.6416 | +| cosine_ap | 0.5164 | +| dot_accuracy | 0.6895 | +| dot_accuracy_threshold | 701.0382 | +| dot_f1 | 0.5481 | +| dot_f1_threshold | 657.1118 | +| dot_precision | 0.4784 | +| dot_recall | 0.6416 | +| dot_ap | 0.5171 | +| manhattan_accuracy | 0.6895 | +| manhattan_accuracy_threshold | 217.3594 | +| manhattan_f1 | 0.5687 | +| manhattan_f1_threshold | 311.765 | +| manhattan_precision | 0.4876 | +| manhattan_recall | 0.6821 | +| manhattan_ap | 0.52 | +| euclidean_accuracy | 0.6895 | +| euclidean_accuracy_threshold | 10.527 | +| euclidean_f1 | 0.5509 | +| euclidean_f1_threshold | 14.4948 | +| euclidean_precision | 0.4826 | +| euclidean_recall | 0.6416 | +| euclidean_ap | 0.5164 | +| max_accuracy | 0.6895 | +| max_accuracy_threshold | 701.0382 | +| max_f1 | 0.5687 | +| max_f1_threshold | 657.1118 | +| max_precision | 0.4876 | +| max_recall | 0.6821 | +| **max_ap** | **0.52** | + +#### Binary Classification +* Dataset: `Qnli-dev` +* Evaluated with [BinaryClassificationEvaluator](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.BinaryClassificationEvaluator) + +| Metric | Value | +|:-----------------------------|:----------| +| cosine_accuracy | 0.6641 | +| cosine_accuracy_threshold | 0.8005 | +| cosine_f1 | 0.6899 | +| cosine_f1_threshold | 0.7475 | +| cosine_precision | 0.5668 | +| cosine_recall | 0.8814 | +| cosine_ap | 0.6964 | +| dot_accuracy | 0.668 | +| dot_accuracy_threshold | 605.2432 | +| dot_f1 | 0.6865 | +| dot_f1_threshold | 567.9392 | +| dot_precision | 0.5622 | +| dot_recall | 0.8814 | +| dot_ap | 0.6934 | +| manhattan_accuracy | 0.6719 | +| manhattan_accuracy_threshold | 354.0061 | +| manhattan_f1 | 0.6949 | +| manhattan_f1_threshold | 410.6186 | +| manhattan_precision | 0.5791 | +| manhattan_recall | 0.8686 | +| manhattan_ap | 0.703 | +| euclidean_accuracy | 0.666 | +| euclidean_accuracy_threshold | 17.4508 | +| euclidean_f1 | 0.6899 | +| euclidean_f1_threshold | 19.631 | +| euclidean_precision | 0.5668 | +| euclidean_recall | 0.8814 | +| euclidean_ap | 0.6965 | +| max_accuracy | 0.6719 | +| max_accuracy_threshold | 605.2432 | +| max_f1 | 0.6949 | +| max_f1_threshold | 567.9392 | +| max_precision | 0.5791 | +| max_recall | 0.8814 | +| **max_ap** | **0.703** | + + + + + +## Training Details + +### Training Dataset + +#### Unnamed Dataset + + +* Size: 32,500 training samples +* Columns: sentence1 and sentence2 +* Approximate statistics based on the first 1000 samples: + | | sentence1 | sentence2 | + |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------| + | type | string | string | + | details | | | +* Samples: + | sentence1 | sentence2 | + |:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| + | What was the nationality of the athletes killed at the 1972 Munich Olympics? | Munich Massacre: Photos From the Terror Attack at the 1972 Olympics On the anniversary of the 'Munich Massacre' at the 1972 Summer Olympics, LIFE.com presents photos that capture the fear and tension that defined those 21 hours. “They’re all gone.” For millions of people who recall the slaughter unleashed by Palestinian terrorists at the 1972 Olympics in Munich , those words are indelible. They were spoken by ABC’s Jim Mckay—the man behind the famous “thrill of victory, agony of defeat” introduction to the network’s long-running show, Wide World of Sports—when he learned that Israeli athletes and coaches taken hostage by terrorists from the group Black September had been murdered. McKay, a sportscaster who assumed the duties of a news anchor as one of the most shocking events of the 1970s unfolded on live TV, acquitted himself with unforgettable grace and intelligence as the story grew more abominable with each passing hour. In fact, the simple, unadorned way that McKay reported the news that the Israeli hostages had, in fact, been killed still resonates today, four decades after the event: “When I was a kid,” McKay began, in a strangely, comfortingly conversational tone, when he got word of what had happened, “my father used to say, ‘Our greatest hopes and our worst fears are seldom realized.’ Our worst fears have been realized tonight. They have now said there were eleven hostages; two were killed in their rooms yesterday morning, nine were killed at the airport tonight. They’re all gone.” | + | e. in solids the atoms are closely locked in position and can only vibrate, in liquids the atoms and molecules are more loosely connected and can collide with and move past one another, while in gases the atoms or molecules are free to move independently, colliding frequently. | Within a substance, atoms that collide frequently and move independently of one another are most likely in a gas | + | Trinidad James is American . | Nicholas Williams ( born September 23 , 1987 ) , better known by his stage name Trinidad James ( often stylized as Trinidad Jame $ ) , is an American rapper based out of Atlanta , Georgia . | +* Loss: [GISTEmbedLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#gistembedloss) with these parameters: + ```json + {'guide': SentenceTransformer( + (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel + (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) + (2): Normalize() + ), 'temperature': 0.025} + ``` + +### Evaluation Dataset + +#### Unnamed Dataset + + +* Size: 1,664 evaluation samples +* Columns: sentence1 and sentence2 +* Approximate statistics based on the first 1000 samples: + | | sentence1 | sentence2 | + |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------| + | type | string | string | + | details | | | +* Samples: + | sentence1 | sentence2 | + |:--------------------------------------------------------------------------------------------------------------------------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| + | What part of the body do ants use to detect chemicals? | Some animals communicate with scent. They release chemicals that other animals of their species can smell or detect in some other way. Ants release many different chemicals. Other ants detect the chemicals with their antennae. This explains how ants are able to work together. The different chemicals that ants produce have different meanings. Some of the chemicals signal to all of the ants in a group to come together. Other chemicals warn of danger. Still other chemicals mark trails to food sources. When an ant finds food, it marks the trail back to the nest by leaving behind a chemical on the ground. Other ants follow the chemical trail to the food. | + | Diffusion Diffusion is a process where atoms or molecules move from areas of high concentration to areas of low concentration. | Diffusion is the process in which a substance naturally moves from an area of higher to lower concentration. | + | Which singer was born Gloria Fowles in September 1948? | Gloria Gaynor - Biography - IMDb Gloria Gaynor Jump to: Overview  (3) | Mini Bio  (1) | Spouse  (1) | Trivia  (8) Overview (3) First Lady of Disco Mini Bio (1) Gloria Gaynor was born on September 7, 1949 in Newark, New Jersey, USA as Gloria Fowles. She was previously married to Linwood Simon. Spouse (1) Trivia (8) Singer Her hit single, I Will Survive, has been not only been a disco-themed song frequently played in nightclubs; it has been played frequently for various causes (e.g. benefits for AIDS, or in Gay/Lesbian gatherings). Her 1979 #1 hit "I Will Survive" was awarded the first and only Grammy Award for Best Disco Recording in 1980 (the category was discontinued upon disco's fall into disrepair). Her 1979 disco hit, "I Will Survive", was named the #1 song on VH1's 100 Greatest Dance Songs, while "Never Can Say Goodbye" landed at #51. Song "I Never Knew" with remixes by Hex Hector reached #1 on the Billboard Dance Music/Club Play chart (2002) Song "Just Keep Thinking About You" with remixes by Jonathan Peters and Almighty reached #1 on the Billboard Dance Music/Club Play chart (2001) Gloria Gaynor Day was held in the City of Newark on November 7, 2008. Green Brook, New Jersey [December 2008] See also | +* Loss: [GISTEmbedLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#gistembedloss) with these parameters: + ```json + {'guide': SentenceTransformer( + (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel + (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True}) + (2): Normalize() + ), 'temperature': 0.025} + ``` + +### Training Hyperparameters +#### Non-Default Hyperparameters + +- `eval_strategy`: steps +- `per_device_train_batch_size`: 32 +- `per_device_eval_batch_size`: 256 +- `lr_scheduler_type`: cosine_with_min_lr +- `lr_scheduler_kwargs`: {'num_cycles': 0.5, 'min_lr': 3.3333333333333337e-06} +- `warmup_ratio`: 0.33 +- `save_safetensors`: False +- `fp16`: True +- `push_to_hub`: True +- `hub_model_id`: bobox/DeBERTa3-s-CustomPoolin-toytest2-step1-checkpoints-tmp +- `hub_strategy`: all_checkpoints +- `batch_sampler`: no_duplicates + +#### All Hyperparameters +
Click to expand + +- `overwrite_output_dir`: False +- `do_predict`: False +- `eval_strategy`: steps +- `prediction_loss_only`: True +- `per_device_train_batch_size`: 32 +- `per_device_eval_batch_size`: 256 +- `per_gpu_train_batch_size`: None +- `per_gpu_eval_batch_size`: None +- `gradient_accumulation_steps`: 1 +- `eval_accumulation_steps`: None +- `torch_empty_cache_steps`: None +- `learning_rate`: 5e-05 +- `weight_decay`: 0.0 +- `adam_beta1`: 0.9 +- `adam_beta2`: 0.999 +- `adam_epsilon`: 1e-08 +- `max_grad_norm`: 1.0 +- `num_train_epochs`: 3 +- `max_steps`: -1 +- `lr_scheduler_type`: cosine_with_min_lr +- `lr_scheduler_kwargs`: {'num_cycles': 0.5, 'min_lr': 3.3333333333333337e-06} +- `warmup_ratio`: 0.33 +- `warmup_steps`: 0 +- `log_level`: passive +- `log_level_replica`: warning +- `log_on_each_node`: True +- `logging_nan_inf_filter`: True +- `save_safetensors`: False +- `save_on_each_node`: False +- `save_only_model`: False +- `restore_callback_states_from_checkpoint`: False +- `no_cuda`: False +- `use_cpu`: False +- `use_mps_device`: False +- `seed`: 42 +- `data_seed`: None +- `jit_mode_eval`: False +- `use_ipex`: False +- `bf16`: False +- `fp16`: True +- `fp16_opt_level`: O1 +- `half_precision_backend`: auto +- `bf16_full_eval`: False +- `fp16_full_eval`: False +- `tf32`: None +- `local_rank`: 0 +- `ddp_backend`: None +- `tpu_num_cores`: None +- `tpu_metrics_debug`: False +- `debug`: [] +- `dataloader_drop_last`: False +- `dataloader_num_workers`: 0 +- `dataloader_prefetch_factor`: None +- `past_index`: -1 +- `disable_tqdm`: False +- `remove_unused_columns`: True +- `label_names`: None +- `load_best_model_at_end`: False +- `ignore_data_skip`: False +- `fsdp`: [] +- `fsdp_min_num_params`: 0 +- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False} +- `fsdp_transformer_layer_cls_to_wrap`: None +- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None} +- `deepspeed`: None +- `label_smoothing_factor`: 0.0 +- `optim`: adamw_torch +- `optim_args`: None +- `adafactor`: False +- `group_by_length`: False +- `length_column_name`: length +- `ddp_find_unused_parameters`: None +- `ddp_bucket_cap_mb`: None +- `ddp_broadcast_buffers`: False +- `dataloader_pin_memory`: True +- `dataloader_persistent_workers`: False +- `skip_memory_metrics`: True +- `use_legacy_prediction_loop`: False +- `push_to_hub`: True +- `resume_from_checkpoint`: None +- `hub_model_id`: bobox/DeBERTa3-s-CustomPoolin-toytest2-step1-checkpoints-tmp +- `hub_strategy`: all_checkpoints +- `hub_private_repo`: False +- `hub_always_push`: False +- `gradient_checkpointing`: False +- `gradient_checkpointing_kwargs`: None +- `include_inputs_for_metrics`: False +- `eval_do_concat_batches`: True +- `fp16_backend`: auto +- `push_to_hub_model_id`: None +- `push_to_hub_organization`: None +- `mp_parameters`: +- `auto_find_batch_size`: False +- `full_determinism`: False +- `torchdynamo`: None +- `ray_scope`: last +- `ddp_timeout`: 1800 +- `torch_compile`: False +- `torch_compile_backend`: None +- `torch_compile_mode`: None +- `dispatch_batches`: None +- `split_batches`: None +- `include_tokens_per_second`: False +- `include_num_input_tokens_seen`: False +- `neftune_noise_alpha`: None +- `optim_target_modules`: None +- `batch_eval_metrics`: False +- `eval_on_start`: False +- `eval_use_gather_object`: False +- `batch_sampler`: no_duplicates +- `multi_dataset_batch_sampler`: proportional + +
+ +### Training Logs +
Click to expand + +| Epoch | Step | Training Loss | Validation Loss | sts-test_spearman_cosine | allNLI-dev_max_ap | Qnli-dev_max_ap | +|:------:|:----:|:-------------:|:---------------:|:------------------------:|:-----------------:|:---------------:| +| 0.0010 | 1 | 5.4393 | - | - | - | - | +| 0.0020 | 2 | 28.0074 | - | - | - | - | +| 0.0030 | 3 | 4.1448 | - | - | - | - | +| 0.0039 | 4 | 5.9042 | - | - | - | - | +| 0.0049 | 5 | 5.1153 | - | - | - | - | +| 0.0059 | 6 | 6.2251 | - | - | - | - | +| 0.0069 | 7 | 6.6748 | - | - | - | - | +| 0.0079 | 8 | 6.8788 | - | - | - | - | +| 0.0089 | 9 | 4.4231 | - | - | - | - | +| 0.0098 | 10 | 5.0295 | - | - | - | - | +| 0.0108 | 11 | 28.0661 | - | - | - | - | +| 0.0118 | 12 | 27.2917 | - | - | - | - | +| 0.0128 | 13 | 5.4481 | - | - | - | - | +| 0.0138 | 14 | 27.5355 | - | - | - | - | +| 0.0148 | 15 | 6.5198 | - | - | - | - | +| 0.0157 | 16 | 5.3392 | - | - | - | - | +| 0.0167 | 17 | 5.9224 | - | - | - | - | +| 0.0177 | 18 | 6.0366 | - | - | - | - | +| 0.0187 | 19 | 6.0526 | - | - | - | - | +| 0.0197 | 20 | 27.6148 | - | - | - | - | +| 0.0207 | 21 | 5.3683 | - | - | - | - | +| 0.0217 | 22 | 7.389 | - | - | - | - | +| 0.0226 | 23 | 5.3282 | - | - | - | - | +| 0.0236 | 24 | 4.8274 | - | - | - | - | +| 0.0246 | 25 | 25.8878 | - | - | - | - | +| 0.0256 | 26 | 6.7162 | - | - | - | - | +| 0.0266 | 27 | 5.2153 | - | - | - | - | +| 0.0276 | 28 | 4.3749 | - | - | - | - | +| 0.0285 | 29 | 5.6032 | - | - | - | - | +| 0.0295 | 30 | 5.1131 | - | - | - | - | +| 0.0305 | 31 | 24.2319 | - | - | - | - | +| 0.0315 | 32 | 6.1904 | - | - | - | - | +| 0.0325 | 33 | 4.8403 | - | - | - | - | +| 0.0335 | 34 | 23.9613 | - | - | - | - | +| 0.0344 | 35 | 24.0617 | - | - | - | - | +| 0.0354 | 36 | 5.3386 | - | - | - | - | +| 0.0364 | 37 | 3.9959 | - | - | - | - | +| 0.0374 | 38 | 4.7363 | - | - | - | - | +| 0.0384 | 39 | 4.5966 | - | - | - | - | +| 0.0394 | 40 | 4.6072 | - | - | - | - | +| 0.0404 | 41 | 4.3863 | - | - | - | - | +| 0.0413 | 42 | 3.5401 | - | - | - | - | +| 0.0423 | 43 | 21.6366 | - | - | - | - | +| 0.0433 | 44 | 4.1459 | - | - | - | - | +| 0.0443 | 45 | 5.2601 | - | - | - | - | +| 0.0453 | 46 | 5.1343 | - | - | - | - | +| 0.0463 | 47 | 20.0884 | - | - | - | - | +| 0.0472 | 48 | 15.8916 | - | - | - | - | +| 0.0482 | 49 | 4.5513 | - | - | - | - | +| 0.0492 | 50 | 4.5784 | - | - | - | - | +| 0.0502 | 51 | 4.4681 | - | - | - | - | +| 0.0512 | 52 | 19.1849 | - | - | - | - | +| 0.0522 | 53 | 18.5769 | - | - | - | - | +| 0.0531 | 54 | 4.8428 | - | - | - | - | +| 0.0541 | 55 | 3.8768 | - | - | - | - | +| 0.0551 | 56 | 4.1905 | - | - | - | - | +| 0.0561 | 57 | 17.839 | - | - | - | - | +| 0.0571 | 58 | 4.2829 | - | - | - | - | +| 0.0581 | 59 | 4.8802 | - | - | - | - | +| 0.0591 | 60 | 4.6199 | - | - | - | - | +| 0.0600 | 61 | 4.3791 | - | - | - | - | +| 0.0610 | 62 | 16.2548 | - | - | - | - | +| 0.0620 | 63 | 3.8545 | - | - | - | - | +| 0.0630 | 64 | 4.9071 | - | - | - | - | +| 0.0640 | 65 | 4.3138 | - | - | - | - | +| 0.0650 | 66 | 4.2379 | - | - | - | - | +| 0.0659 | 67 | 4.3083 | - | - | - | - | +| 0.0669 | 68 | 14.9322 | - | - | - | - | +| 0.0679 | 69 | 3.9923 | - | - | - | - | +| 0.0689 | 70 | 4.0024 | - | - | - | - | +| 0.0699 | 71 | 4.1997 | - | - | - | - | +| 0.0709 | 72 | 3.9745 | - | - | - | - | +| 0.0719 | 73 | 4.0912 | - | - | - | - | +| 0.0728 | 74 | 13.9359 | - | - | - | - | +| 0.0738 | 75 | 3.5901 | - | - | - | - | +| 0.0748 | 76 | 3.3922 | - | - | - | - | +| 0.0758 | 77 | 4.27 | - | - | - | - | +| 0.0768 | 78 | 3.7923 | - | - | - | - | +| 0.0778 | 79 | 4.1654 | - | - | - | - | +| 0.0787 | 80 | 4.6474 | - | - | - | - | +| 0.0797 | 81 | 4.1161 | - | - | - | - | +| 0.0807 | 82 | 4.5888 | - | - | - | - | +| 0.0817 | 83 | 3.6771 | - | - | - | - | +| 0.0827 | 84 | 3.7787 | - | - | - | - | +| 0.0837 | 85 | 4.5414 | - | - | - | - | +| 0.0846 | 86 | 3.6806 | - | - | - | - | +| 0.0856 | 87 | 12.2725 | - | - | - | - | +| 0.0866 | 88 | 3.7953 | - | - | - | - | +| 0.0876 | 89 | 4.2137 | - | - | - | - | +| 0.0886 | 90 | 3.7188 | - | - | - | - | +| 0.0896 | 91 | 3.048 | - | - | - | - | +| 0.0906 | 92 | 3.9118 | - | - | - | - | +| 0.0915 | 93 | 12.4685 | - | - | - | - | +| 0.0925 | 94 | 12.153 | - | - | - | - | +| 0.0935 | 95 | 3.5308 | - | - | - | - | +| 0.0945 | 96 | 4.0387 | - | - | - | - | +| 0.0955 | 97 | 11.3819 | - | - | - | - | +| 0.0965 | 98 | 4.0332 | - | - | - | - | +| 0.0974 | 99 | 4.4249 | - | - | - | - | +| 0.0984 | 100 | 4.3217 | - | - | - | - | +| 0.0994 | 101 | 10.6294 | - | - | - | - | +| 0.1004 | 102 | 8.6388 | - | - | - | - | +| 0.1014 | 103 | 10.9995 | - | - | - | - | +| 0.1024 | 104 | 9.6468 | - | - | - | - | +| 0.1033 | 105 | 4.2915 | - | - | - | - | +| 0.1043 | 106 | 4.567 | - | - | - | - | +| 0.1053 | 107 | 4.449 | - | - | - | - | +| 0.1063 | 108 | 3.7339 | - | - | - | - | +| 0.1073 | 109 | 9.5283 | - | - | - | - | +| 0.1083 | 110 | 3.991 | - | - | - | - | +| 0.1093 | 111 | 4.0756 | - | - | - | - | +| 0.1102 | 112 | 3.6422 | - | - | - | - | +| 0.1112 | 113 | 5.0637 | - | - | - | - | +| 0.1122 | 114 | 4.0646 | - | - | - | - | +| 0.1132 | 115 | 4.1526 | - | - | - | - | +| 0.1142 | 116 | 3.8386 | - | - | - | - | +| 0.1152 | 117 | 3.627 | - | - | - | - | +| 0.1161 | 118 | 4.1605 | - | - | - | - | +| 0.1171 | 119 | 4.0105 | - | - | - | - | +| 0.1181 | 120 | 3.8861 | - | - | - | - | +| 0.1191 | 121 | 3.6702 | - | - | - | - | +| 0.1201 | 122 | 8.3001 | - | - | - | - | +| 0.1211 | 123 | 9.0462 | - | - | - | - | +| 0.1220 | 124 | 3.5176 | - | - | - | - | +| 0.1230 | 125 | 3.9299 | - | - | - | - | +| 0.1240 | 126 | 8.2621 | - | - | - | - | +| 0.125 | 127 | 3.6949 | - | - | - | - | +| 0.1260 | 128 | 3.2706 | - | - | - | - | +| 0.1270 | 129 | 3.6803 | - | - | - | - | +| 0.1280 | 130 | 3.2926 | - | - | - | - | +| 0.1289 | 131 | 3.7752 | - | - | - | - | +| 0.1299 | 132 | 3.8276 | - | - | - | - | +| 0.1309 | 133 | 3.7446 | - | - | - | - | +| 0.1319 | 134 | 3.8056 | - | - | - | - | +| 0.1329 | 135 | 3.7077 | - | - | - | - | +| 0.1339 | 136 | 3.2734 | - | - | - | - | +| 0.1348 | 137 | 3.6188 | - | - | - | - | +| 0.1358 | 138 | 8.0773 | - | - | - | - | +| 0.1368 | 139 | 4.4859 | - | - | - | - | +| 0.1378 | 140 | 3.7818 | - | - | - | - | +| 0.1388 | 141 | 3.7187 | - | - | - | - | +| 0.1398 | 142 | 3.9732 | - | - | - | - | +| 0.1407 | 143 | 3.7551 | - | - | - | - | +| 0.1417 | 144 | 3.7604 | - | - | - | - | +| 0.1427 | 145 | 3.2703 | - | - | - | - | +| 0.1437 | 146 | 3.7582 | - | - | - | - | +| 0.1447 | 147 | 3.7076 | - | - | - | - | +| 0.1457 | 148 | 3.2915 | - | - | - | - | +| 0.1467 | 149 | 3.9108 | - | - | - | - | +| 0.1476 | 150 | 3.2007 | - | - | - | - | +| 0.1486 | 151 | 4.063 | - | - | - | - | +| 0.1496 | 152 | 3.7597 | - | - | - | - | +| 0.1506 | 153 | 3.5123 | 2.7144 | 0.3528 | 0.3981 | 0.5792 | +| 0.1516 | 154 | 4.1012 | - | - | - | - | +| 0.1526 | 155 | 3.212 | - | - | - | - | +| 0.1535 | 156 | 3.2028 | - | - | - | - | +| 0.1545 | 157 | 3.9507 | - | - | - | - | +| 0.1555 | 158 | 8.985 | - | - | - | - | +| 0.1565 | 159 | 3.0407 | - | - | - | - | +| 0.1575 | 160 | 3.0494 | - | - | - | - | +| 0.1585 | 161 | 3.357 | - | - | - | - | +| 0.1594 | 162 | 3.5956 | - | - | - | - | +| 0.1604 | 163 | 3.5224 | - | - | - | - | +| 0.1614 | 164 | 4.1106 | - | - | - | - | +| 0.1624 | 165 | 8.9825 | - | - | - | - | +| 0.1634 | 166 | 8.8678 | - | - | - | - | +| 0.1644 | 167 | 2.9505 | - | - | - | - | +| 0.1654 | 168 | 3.0805 | - | - | - | - | +| 0.1663 | 169 | 3.5239 | - | - | - | - | +| 0.1673 | 170 | 3.6057 | - | - | - | - | +| 0.1683 | 171 | 3.4248 | - | - | - | - | +| 0.1693 | 172 | 7.8892 | - | - | - | - | +| 0.1703 | 173 | 8.4579 | - | - | - | - | +| 0.1713 | 174 | 3.0962 | - | - | - | - | +| 0.1722 | 175 | 3.3825 | - | - | - | - | +| 0.1732 | 176 | 3.2841 | - | - | - | - | +| 0.1742 | 177 | 2.9979 | - | - | - | - | +| 0.1752 | 178 | 3.0206 | - | - | - | - | +| 0.1762 | 179 | 3.1492 | - | - | - | - | +| 0.1772 | 180 | 3.4719 | - | - | - | - | +| 0.1781 | 181 | 3.219 | - | - | - | - | +| 0.1791 | 182 | 3.2491 | - | - | - | - | +| 0.1801 | 183 | 3.2704 | - | - | - | - | +| 0.1811 | 184 | 2.7536 | - | - | - | - | +| 0.1821 | 185 | 3.1839 | - | - | - | - | +| 0.1831 | 186 | 3.303 | - | - | - | - | +| 0.1841 | 187 | 3.0331 | - | - | - | - | +| 0.1850 | 188 | 11.7292 | - | - | - | - | +| 0.1860 | 189 | 3.3332 | - | - | - | - | +| 0.1870 | 190 | 3.2252 | - | - | - | - | +| 0.1880 | 191 | 3.1748 | - | - | - | - | +| 0.1890 | 192 | 3.2157 | - | - | - | - | +| 0.1900 | 193 | 11.8472 | - | - | - | - | +| 0.1909 | 194 | 3.009 | - | - | - | - | +| 0.1919 | 195 | 2.7096 | - | - | - | - | +| 0.1929 | 196 | 3.7063 | - | - | - | - | +| 0.1939 | 197 | 2.7595 | - | - | - | - | +| 0.1949 | 198 | 2.7522 | - | - | - | - | +| 0.1959 | 199 | 2.6238 | - | - | - | - | +| 0.1969 | 200 | 3.0377 | - | - | - | - | +| 0.1978 | 201 | 2.9167 | - | - | - | - | +| 0.1988 | 202 | 3.4026 | - | - | - | - | +| 0.1998 | 203 | 2.8645 | - | - | - | - | +| 0.2008 | 204 | 2.8705 | - | - | - | - | +| 0.2018 | 205 | 3.0029 | - | - | - | - | +| 0.2028 | 206 | 2.2861 | - | - | - | - | +| 0.2037 | 207 | 14.354 | - | - | - | - | +| 0.2047 | 208 | 2.7733 | - | - | - | - | +| 0.2057 | 209 | 2.7618 | - | - | - | - | +| 0.2067 | 210 | 2.9012 | - | - | - | - | +| 0.2077 | 211 | 2.4187 | - | - | - | - | +| 0.2087 | 212 | 3.0123 | - | - | - | - | +| 0.2096 | 213 | 14.8579 | - | - | - | - | +| 0.2106 | 214 | 2.3067 | - | - | - | - | +| 0.2116 | 215 | 2.4989 | - | - | - | - | +| 0.2126 | 216 | 2.6475 | - | - | - | - | +| 0.2136 | 217 | 14.8199 | - | - | - | - | +| 0.2146 | 218 | 2.7968 | - | - | - | - | +| 0.2156 | 219 | 3.0639 | - | - | - | - | +| 0.2165 | 220 | 2.3427 | - | - | - | - | +| 0.2175 | 221 | 13.288 | - | - | - | - | +| 0.2185 | 222 | 12.4998 | - | - | - | - | +| 0.2195 | 223 | 11.582 | - | - | - | - | +| 0.2205 | 224 | 2.9272 | - | - | - | - | +| 0.2215 | 225 | 2.997 | - | - | - | - | +| 0.2224 | 226 | 3.0848 | - | - | - | - | +| 0.2234 | 227 | 3.1213 | - | - | - | - | +| 0.2244 | 228 | 2.801 | - | - | - | - | +| 0.2254 | 229 | 3.3834 | - | - | - | - | +| 0.2264 | 230 | 2.6838 | - | - | - | - | +| 0.2274 | 231 | 2.8403 | - | - | - | - | +| 0.2283 | 232 | 2.8931 | - | - | - | - | +| 0.2293 | 233 | 2.6142 | - | - | - | - | +| 0.2303 | 234 | 2.8142 | - | - | - | - | +| 0.2313 | 235 | 10.9256 | - | - | - | - | +| 0.2323 | 236 | 2.7954 | - | - | - | - | +| 0.2333 | 237 | 1.9992 | - | - | - | - | +| 0.2343 | 238 | 2.809 | - | - | - | - | +| 0.2352 | 239 | 2.9697 | - | - | - | - | +| 0.2362 | 240 | 12.0765 | - | - | - | - | +| 0.2372 | 241 | 10.8043 | - | - | - | - | +| 0.2382 | 242 | 2.4787 | - | - | - | - | +| 0.2392 | 243 | 11.889 | - | - | - | - | +| 0.2402 | 244 | 12.1268 | - | - | - | - | +| 0.2411 | 245 | 2.6714 | - | - | - | - | +| 0.2421 | 246 | 9.5693 | - | - | - | - | +| 0.2431 | 247 | 2.6957 | - | - | - | - | +| 0.2441 | 248 | 7.6639 | - | - | - | - | +| 0.2451 | 249 | 2.2924 | - | - | - | - | +| 0.2461 | 250 | 7.6361 | - | - | - | - | +| 0.2470 | 251 | 2.5172 | - | - | - | - | +| 0.2480 | 252 | 6.0579 | - | - | - | - | +| 0.2490 | 253 | 2.6152 | - | - | - | - | +| 0.25 | 254 | 2.5602 | - | - | - | - | +| 0.2510 | 255 | 2.6714 | - | - | - | - | +| 0.2520 | 256 | 2.6705 | - | - | - | - | +| 0.2530 | 257 | 5.7727 | - | - | - | - | +| 0.2539 | 258 | 5.5458 | - | - | - | - | +| 0.2549 | 259 | 2.3155 | - | - | - | - | +| 0.2559 | 260 | 2.7764 | - | - | - | - | +| 0.2569 | 261 | 1.972 | - | - | - | - | +| 0.2579 | 262 | 2.2353 | - | - | - | - | +| 0.2589 | 263 | 2.6839 | - | - | - | - | +| 0.2598 | 264 | 2.7648 | - | - | - | - | +| 0.2608 | 265 | 2.852 | - | - | - | - | +| 0.2618 | 266 | 2.1087 | - | - | - | - | +| 0.2628 | 267 | 2.5804 | - | - | - | - | +| 0.2638 | 268 | 2.3923 | - | - | - | - | +| 0.2648 | 269 | 2.2182 | - | - | - | - | +| 0.2657 | 270 | 2.3111 | - | - | - | - | +| 0.2667 | 271 | 2.5097 | - | - | - | - | +| 0.2677 | 272 | 6.3327 | - | - | - | - | +| 0.2687 | 273 | 2.4999 | - | - | - | - | +| 0.2697 | 274 | 3.1619 | - | - | - | - | +| 0.2707 | 275 | 2.7525 | - | - | - | - | +| 0.2717 | 276 | 2.4016 | - | - | - | - | +| 0.2726 | 277 | 2.3184 | - | - | - | - | +| 0.2736 | 278 | 1.6971 | - | - | - | - | +| 0.2746 | 279 | 2.6344 | - | - | - | - | +| 0.2756 | 280 | 2.4414 | - | - | - | - | +| 0.2766 | 281 | 2.0357 | - | - | - | - | +| 0.2776 | 282 | 11.7209 | - | - | - | - | +| 0.2785 | 283 | 3.3792 | - | - | - | - | +| 0.2795 | 284 | 2.2311 | - | - | - | - | +| 0.2805 | 285 | 11.0255 | - | - | - | - | +| 0.2815 | 286 | 7.4335 | - | - | - | - | +| 0.2825 | 287 | 2.1134 | - | - | - | - | +| 0.2835 | 288 | 2.4226 | - | - | - | - | +| 0.2844 | 289 | 2.4353 | - | - | - | - | +| 0.2854 | 290 | 2.1077 | - | - | - | - | +| 0.2864 | 291 | 1.8507 | - | - | - | - | +| 0.2874 | 292 | 1.881 | - | - | - | - | +| 0.2884 | 293 | 2.0215 | - | - | - | - | +| 0.2894 | 294 | 7.9533 | - | - | - | - | +| 0.2904 | 295 | 1.6268 | - | - | - | - | +| 0.2913 | 296 | 2.4842 | - | - | - | - | +| 0.2923 | 297 | 1.8853 | - | - | - | - | +| 0.2933 | 298 | 8.5807 | - | - | - | - | +| 0.2943 | 299 | 1.7294 | - | - | - | - | +| 0.2953 | 300 | 2.6489 | - | - | - | - | +| 0.2963 | 301 | 8.0587 | - | - | - | - | +| 0.2972 | 302 | 2.496 | - | - | - | - | +| 0.2982 | 303 | 2.1661 | - | - | - | - | +| 0.2992 | 304 | 1.8613 | - | - | - | - | +| 0.3002 | 305 | 2.4711 | - | - | - | - | +| 0.3012 | 306 | 7.3749 | 1.8867 | 0.3153 | 0.4223 | 0.6088 | +| 0.3022 | 307 | 2.1621 | - | - | - | - | +| 0.3031 | 308 | 1.7807 | - | - | - | - | +| 0.3041 | 309 | 2.2104 | - | - | - | - | +| 0.3051 | 310 | 2.1281 | - | - | - | - | +| 0.3061 | 311 | 6.9695 | - | - | - | - | +| 0.3071 | 312 | 2.3068 | - | - | - | - | +| 0.3081 | 313 | 7.162 | - | - | - | - | +| 0.3091 | 314 | 2.3378 | - | - | - | - | +| 0.3100 | 315 | 1.911 | - | - | - | - | +| 0.3110 | 316 | 1.8118 | - | - | - | - | +| 0.3120 | 317 | 2.3977 | - | - | - | - | +| 0.3130 | 318 | 2.4472 | - | - | - | - | +| 0.3140 | 319 | 1.9549 | - | - | - | - | +| 0.3150 | 320 | 2.1023 | - | - | - | - | +| 0.3159 | 321 | 2.3819 | - | - | - | - | +| 0.3169 | 322 | 2.5242 | - | - | - | - | +| 0.3179 | 323 | 2.1382 | - | - | - | - | +| 0.3189 | 324 | 1.6567 | - | - | - | - | +| 0.3199 | 325 | 1.6929 | - | - | - | - | +| 0.3209 | 326 | 8.3233 | - | - | - | - | +| 0.3219 | 327 | 1.9625 | - | - | - | - | +| 0.3228 | 328 | 8.4215 | - | - | - | - | +| 0.3238 | 329 | 1.7966 | - | - | - | - | +| 0.3248 | 330 | 1.5442 | - | - | - | - | +| 0.3258 | 331 | 1.5842 | - | - | - | - | +| 0.3268 | 332 | 2.0283 | - | - | - | - | +| 0.3278 | 333 | 7.7629 | - | - | - | - | +| 0.3287 | 334 | 1.5504 | - | - | - | - | +| 0.3297 | 335 | 1.9673 | - | - | - | - | +| 0.3307 | 336 | 8.3486 | - | - | - | - | +| 0.3317 | 337 | 1.8449 | - | - | - | - | +| 0.3327 | 338 | 7.6838 | - | - | - | - | +| 0.3337 | 339 | 2.0031 | - | - | - | - | +| 0.3346 | 340 | 1.6159 | - | - | - | - | +| 0.3356 | 341 | 1.9979 | - | - | - | - | +| 0.3366 | 342 | 6.4111 | - | - | - | - | +| 0.3376 | 343 | 5.9771 | - | - | - | - | +| 0.3386 | 344 | 1.5946 | - | - | - | - | +| 0.3396 | 345 | 2.0369 | - | - | - | - | +| 0.3406 | 346 | 5.3554 | - | - | - | - | +| 0.3415 | 347 | 2.215 | - | - | - | - | +| 0.3425 | 348 | 2.5668 | - | - | - | - | +| 0.3435 | 349 | 1.688 | - | - | - | - | +| 0.3445 | 350 | 1.9555 | - | - | - | - | +| 0.3455 | 351 | 1.7196 | - | - | - | - | +| 0.3465 | 352 | 1.7139 | - | - | - | - | +| 0.3474 | 353 | 1.6959 | - | - | - | - | +| 0.3484 | 354 | 2.4359 | - | - | - | - | +| 0.3494 | 355 | 2.2009 | - | - | - | - | +| 0.3504 | 356 | 2.2464 | - | - | - | - | +| 0.3514 | 357 | 1.6181 | - | - | - | - | +| 0.3524 | 358 | 1.9289 | - | - | - | - | +| 0.3533 | 359 | 1.6492 | - | - | - | - | +| 0.3543 | 360 | 2.065 | - | - | - | - | +| 0.3553 | 361 | 7.899 | - | - | - | - | +| 0.3563 | 362 | 1.5591 | - | - | - | - | +| 0.3573 | 363 | 2.0124 | - | - | - | - | +| 0.3583 | 364 | 7.3982 | - | - | - | - | +| 0.3593 | 365 | 6.4459 | - | - | - | - | +| 0.3602 | 366 | 3.3719 | - | - | - | - | +| 0.3612 | 367 | 1.9539 | - | - | - | - | +| 0.3622 | 368 | 1.5193 | - | - | - | - | +| 0.3632 | 369 | 2.086 | - | - | - | - | +| 0.3642 | 370 | 5.8079 | - | - | - | - | +| 0.3652 | 371 | 1.8882 | - | - | - | - | +| 0.3661 | 372 | 1.7741 | - | - | - | - | +| 0.3671 | 373 | 5.5435 | - | - | - | - | +| 0.3681 | 374 | 1.6847 | - | - | - | - | +| 0.3691 | 375 | 2.1274 | - | - | - | - | +| 0.3701 | 376 | 1.4802 | - | - | - | - | +| 0.3711 | 377 | 5.5033 | - | - | - | - | +| 0.3720 | 378 | 1.4748 | - | - | - | - | +| 0.3730 | 379 | 2.5636 | - | - | - | - | +| 0.3740 | 380 | 2.1026 | - | - | - | - | +| 0.375 | 381 | 1.9383 | - | - | - | - | +| 0.3760 | 382 | 1.8689 | - | - | - | - | +| 0.3770 | 383 | 1.722 | - | - | - | - | +| 0.3780 | 384 | 5.37 | - | - | - | - | +| 0.3789 | 385 | 4.5745 | - | - | - | - | +| 0.3799 | 386 | 1.9023 | - | - | - | - | +| 0.3809 | 387 | 1.8358 | - | - | - | - | +| 0.3819 | 388 | 1.8491 | - | - | - | - | +| 0.3829 | 389 | 1.6519 | - | - | - | - | +| 0.3839 | 390 | 2.4811 | - | - | - | - | +| 0.3848 | 391 | 2.4058 | - | - | - | - | +| 0.3858 | 392 | 4.7023 | - | - | - | - | +| 0.3868 | 393 | 3.175 | - | - | - | - | +| 0.3878 | 394 | 1.9329 | - | - | - | - | +| 0.3888 | 395 | 1.3376 | - | - | - | - | +| 0.3898 | 396 | 1.5034 | - | - | - | - | +| 0.3907 | 397 | 1.6294 | - | - | - | - | +| 0.3917 | 398 | 1.6094 | - | - | - | - | +| 0.3927 | 399 | 1.5651 | - | - | - | - | +| 0.3937 | 400 | 2.4392 | - | - | - | - | +| 0.3947 | 401 | 4.4179 | - | - | - | - | +| 0.3957 | 402 | 4.5763 | - | - | - | - | +| 0.3967 | 403 | 1.5081 | - | - | - | - | +| 0.3976 | 404 | 4.2634 | - | - | - | - | +| 0.3986 | 405 | 1.6725 | - | - | - | - | +| 0.3996 | 406 | 4.2432 | - | - | - | - | +| 0.4006 | 407 | 4.2339 | - | - | - | - | +| 0.4016 | 408 | 2.1615 | - | - | - | - | +| 0.4026 | 409 | 1.6564 | - | - | - | - | +| 0.4035 | 410 | 2.3105 | - | - | - | - | +| 0.4045 | 411 | 1.6068 | - | - | - | - | +| 0.4055 | 412 | 1.915 | - | - | - | - | +| 0.4065 | 413 | 1.834 | - | - | - | - | +| 0.4075 | 414 | 1.6041 | - | - | - | - | +| 0.4085 | 415 | 1.821 | - | - | - | - | +| 0.4094 | 416 | 1.772 | - | - | - | - | +| 0.4104 | 417 | 2.0671 | - | - | - | - | +| 0.4114 | 418 | 1.3104 | - | - | - | - | +| 0.4124 | 419 | 1.4044 | - | - | - | - | +| 0.4134 | 420 | 1.6926 | - | - | - | - | +| 0.4144 | 421 | 1.5651 | - | - | - | - | +| 0.4154 | 422 | 1.7494 | - | - | - | - | +| 0.4163 | 423 | 1.4918 | - | - | - | - | +| 0.4173 | 424 | 4.4006 | - | - | - | - | +| 0.4183 | 425 | 1.5258 | - | - | - | - | +| 0.4193 | 426 | 1.5475 | - | - | - | - | +| 0.4203 | 427 | 1.5044 | - | - | - | - | +| 0.4213 | 428 | 1.5454 | - | - | - | - | +| 0.4222 | 429 | 1.6404 | - | - | - | - | +| 0.4232 | 430 | 1.4207 | - | - | - | - | +| 0.4242 | 431 | 1.7885 | - | - | - | - | +| 0.4252 | 432 | 1.6594 | - | - | - | - | +| 0.4262 | 433 | 5.8005 | - | - | - | - | +| 0.4272 | 434 | 1.5369 | - | - | - | - | +| 0.4281 | 435 | 7.8479 | - | - | - | - | +| 0.4291 | 436 | 1.5969 | - | - | - | - | +| 0.4301 | 437 | 1.3442 | - | - | - | - | +| 0.4311 | 438 | 1.2976 | - | - | - | - | +| 0.4321 | 439 | 1.7511 | - | - | - | - | +| 0.4331 | 440 | 1.5225 | - | - | - | - | +| 0.4341 | 441 | 5.16 | - | - | - | - | +| 0.4350 | 442 | 1.0734 | - | - | - | - | +| 0.4360 | 443 | 1.0368 | - | - | - | - | +| 0.4370 | 444 | 1.7517 | - | - | - | - | +| 0.4380 | 445 | 1.9461 | - | - | - | - | +| 0.4390 | 446 | 1.4079 | - | - | - | - | +| 0.4400 | 447 | 4.2293 | - | - | - | - | +| 0.4409 | 448 | 1.4854 | - | - | - | - | +| 0.4419 | 449 | 1.4409 | - | - | - | - | +| 0.4429 | 450 | 1.7013 | - | - | - | - | +| 0.4439 | 451 | 1.439 | - | - | - | - | +| 0.4449 | 452 | 1.3878 | - | - | - | - | +| 0.4459 | 453 | 1.106 | - | - | - | - | +| 0.4469 | 454 | 1.4017 | - | - | - | - | +| 0.4478 | 455 | 1.9968 | - | - | - | - | +| 0.4488 | 456 | 1.468 | - | - | - | - | +| 0.4498 | 457 | 1.1154 | - | - | - | - | +| 0.4508 | 458 | 1.0393 | - | - | - | - | +| 0.4518 | 459 | 5.0393 | 1.4018 | 0.3621 | 0.4335 | 0.6456 | +| 0.4528 | 460 | 8.3174 | - | - | - | - | +| 0.4537 | 461 | 4.1278 | - | - | - | - | +| 0.4547 | 462 | 1.5574 | - | - | - | - | +| 0.4557 | 463 | 6.7434 | - | - | - | - | +| 0.4567 | 464 | 1.166 | - | - | - | - | +| 0.4577 | 465 | 1.1528 | - | - | - | - | +| 0.4587 | 466 | 1.2498 | - | - | - | - | +| 0.4596 | 467 | 1.0892 | - | - | - | - | +| 0.4606 | 468 | 1.151 | - | - | - | - | +| 0.4616 | 469 | 0.9736 | - | - | - | - | +| 0.4626 | 470 | 1.422 | - | - | - | - | +| 0.4636 | 471 | 1.2426 | - | - | - | - | +| 0.4646 | 472 | 5.3049 | - | - | - | - | +| 0.4656 | 473 | 1.2425 | - | - | - | - | +| 0.4665 | 474 | 1.5747 | - | - | - | - | +| 0.4675 | 475 | 1.2091 | - | - | - | - | +| 0.4685 | 476 | 1.6617 | - | - | - | - | +| 0.4695 | 477 | 5.6202 | - | - | - | - | +| 0.4705 | 478 | 4.6429 | - | - | - | - | +| 0.4715 | 479 | 1.8271 | - | - | - | - | +| 0.4724 | 480 | 1.155 | - | - | - | - | +| 0.4734 | 481 | 4.2303 | - | - | - | - | +| 0.4744 | 482 | 1.3812 | - | - | - | - | +| 0.4754 | 483 | 3.9862 | - | - | - | - | +| 0.4764 | 484 | 3.8449 | - | - | - | - | +| 0.4774 | 485 | 3.0548 | - | - | - | - | +| 0.4783 | 486 | 3.3619 | - | - | - | - | +| 0.4793 | 487 | 1.4412 | - | - | - | - | +| 0.4803 | 488 | 2.6257 | - | - | - | - | +| 0.4813 | 489 | 1.6072 | - | - | - | - | +| 0.4823 | 490 | 1.6318 | - | - | - | - | +| 0.4833 | 491 | 1.952 | - | - | - | - | +| 0.4843 | 492 | 1.7529 | - | - | - | - | +| 0.4852 | 493 | 1.7482 | - | - | - | - | +| 0.4862 | 494 | 2.8361 | - | - | - | - | +| 0.4872 | 495 | 3.4978 | - | - | - | - | +| 0.4882 | 496 | 1.5524 | - | - | - | - | +| 0.4892 | 497 | 1.2908 | - | - | - | - | +| 0.4902 | 498 | 2.3283 | - | - | - | - | +| 0.4911 | 499 | 1.7446 | - | - | - | - | +| 0.4921 | 500 | 1.5288 | - | - | - | - | +| 0.4931 | 501 | 1.1935 | - | - | - | - | +| 0.4941 | 502 | 1.3287 | - | - | - | - | +| 0.4951 | 503 | 1.5486 | - | - | - | - | +| 0.4961 | 504 | 0.8555 | - | - | - | - | +| 0.4970 | 505 | 3.1332 | - | - | - | - | +| 0.4980 | 506 | 3.8618 | - | - | - | - | +| 0.4990 | 507 | 1.6118 | - | - | - | - | +| 0.5 | 508 | 2.1475 | - | - | - | - | +| 0.5010 | 509 | 1.057 | - | - | - | - | +| 0.5020 | 510 | 1.2357 | - | - | - | - | +| 0.5030 | 511 | 2.0833 | - | - | - | - | +| 0.5039 | 512 | 1.2028 | - | - | - | - | +| 0.5049 | 513 | 1.5992 | - | - | - | - | +| 0.5059 | 514 | 1.0734 | - | - | - | - | +| 0.5069 | 515 | 3.199 | - | - | - | - | +| 0.5079 | 516 | 1.5272 | - | - | - | - | +| 0.5089 | 517 | 2.4856 | - | - | - | - | +| 0.5098 | 518 | 1.6101 | - | - | - | - | +| 0.5108 | 519 | 1.254 | - | - | - | - | +| 0.5118 | 520 | 1.3034 | - | - | - | - | +| 0.5128 | 521 | 1.8605 | - | - | - | - | +| 0.5138 | 522 | 1.2163 | - | - | - | - | +| 0.5148 | 523 | 1.1579 | - | - | - | - | +| 0.5157 | 524 | 1.2257 | - | - | - | - | +| 0.5167 | 525 | 1.5041 | - | - | - | - | +| 0.5177 | 526 | 2.2019 | - | - | - | - | +| 0.5187 | 527 | 1.517 | - | - | - | - | +| 0.5197 | 528 | 1.2556 | - | - | - | - | +| 0.5207 | 529 | 3.0446 | - | - | - | - | +| 0.5217 | 530 | 1.3628 | - | - | - | - | +| 0.5226 | 531 | 1.615 | - | - | - | - | +| 0.5236 | 532 | 2.8944 | - | - | - | - | +| 0.5246 | 533 | 1.7452 | - | - | - | - | +| 0.5256 | 534 | 0.9379 | - | - | - | - | +| 0.5266 | 535 | 1.8645 | - | - | - | - | +| 0.5276 | 536 | 1.562 | - | - | - | - | +| 0.5285 | 537 | 1.5743 | - | - | - | - | +| 0.5295 | 538 | 1.3699 | - | - | - | - | +| 0.5305 | 539 | 2.2463 | - | - | - | - | +| 0.5315 | 540 | 1.2225 | - | - | - | - | +| 0.5325 | 541 | 0.9797 | - | - | - | - | +| 0.5335 | 542 | 1.3656 | - | - | - | - | +| 0.5344 | 543 | 1.4248 | - | - | - | - | +| 0.5354 | 544 | 1.5803 | - | - | - | - | +| 0.5364 | 545 | 1.8014 | - | - | - | - | +| 0.5374 | 546 | 4.1583 | - | - | - | - | +| 0.5384 | 547 | 4.1559 | - | - | - | - | +| 0.5394 | 548 | 1.017 | - | - | - | - | +| 0.5404 | 549 | 1.004 | - | - | - | - | +| 0.5413 | 550 | 3.3581 | - | - | - | - | +| 0.5423 | 551 | 1.1344 | - | - | - | - | +| 0.5433 | 552 | 1.3354 | - | - | - | - | +| 0.5443 | 553 | 1.694 | - | - | - | - | +| 0.5453 | 554 | 3.2579 | - | - | - | - | +| 0.5463 | 555 | 1.2556 | - | - | - | - | +| 0.5472 | 556 | 1.3283 | - | - | - | - | +| 0.5482 | 557 | 1.0437 | - | - | - | - | +| 0.5492 | 558 | 1.2431 | - | - | - | - | +| 0.5502 | 559 | 1.1519 | - | - | - | - | +| 0.5512 | 560 | 1.5753 | - | - | - | - | +| 0.5522 | 561 | 1.3356 | - | - | - | - | +| 0.5531 | 562 | 2.4032 | - | - | - | - | +| 0.5541 | 563 | 1.2915 | - | - | - | - | +| 0.5551 | 564 | 2.6656 | - | - | - | - | +| 0.5561 | 565 | 1.9347 | - | - | - | - | +| 0.5571 | 566 | 1.7852 | - | - | - | - | +| 0.5581 | 567 | 1.5072 | - | - | - | - | +| 0.5591 | 568 | 1.507 | - | - | - | - | +| 0.5600 | 569 | 1.0272 | - | - | - | - | +| 0.5610 | 570 | 1.4452 | - | - | - | - | +| 0.5620 | 571 | 2.9127 | - | - | - | - | +| 0.5630 | 572 | 0.9656 | - | - | - | - | +| 0.5640 | 573 | 1.0789 | - | - | - | - | +| 0.5650 | 574 | 1.0709 | - | - | - | - | +| 0.5659 | 575 | 2.4211 | - | - | - | - | +| 0.5669 | 576 | 0.9606 | - | - | - | - | +| 0.5679 | 577 | 1.2229 | - | - | - | - | +| 0.5689 | 578 | 1.1131 | - | - | - | - | +| 0.5699 | 579 | 1.4448 | - | - | - | - | +| 0.5709 | 580 | 1.4289 | - | - | - | - | +| 0.5719 | 581 | 2.4415 | - | - | - | - | +| 0.5728 | 582 | 0.9805 | - | - | - | - | +| 0.5738 | 583 | 0.8534 | - | - | - | - | +| 0.5748 | 584 | 2.9736 | - | - | - | - | +| 0.5758 | 585 | 2.5249 | - | - | - | - | +| 0.5768 | 586 | 0.8731 | - | - | - | - | +| 0.5778 | 587 | 1.1817 | - | - | - | - | +| 0.5787 | 588 | 1.0803 | - | - | - | - | +| 0.5797 | 589 | 0.9559 | - | - | - | - | +| 0.5807 | 590 | 3.0132 | - | - | - | - | +| 0.5817 | 591 | 1.3511 | - | - | - | - | +| 0.5827 | 592 | 2.4456 | - | - | - | - | +| 0.5837 | 593 | 0.8408 | - | - | - | - | +| 0.5846 | 594 | 1.2301 | - | - | - | - | +| 0.5856 | 595 | 1.1377 | - | - | - | - | +| 0.5866 | 596 | 1.8652 | - | - | - | - | +| 0.5876 | 597 | 1.4308 | - | - | - | - | +| 0.5886 | 598 | 1.06 | - | - | - | - | +| 0.5896 | 599 | 1.1925 | - | - | - | - | +| 0.5906 | 600 | 1.4629 | - | - | - | - | +| 0.5915 | 601 | 2.6618 | - | - | - | - | +| 0.5925 | 602 | 1.1027 | - | - | - | - | +| 0.5935 | 603 | 1.3149 | - | - | - | - | +| 0.5945 | 604 | 0.8886 | - | - | - | - | +| 0.5955 | 605 | 1.3366 | - | - | - | - | +| 0.5965 | 606 | 1.356 | - | - | - | - | +| 0.5974 | 607 | 1.28 | - | - | - | - | +| 0.5984 | 608 | 2.7501 | - | - | - | - | +| 0.5994 | 609 | 0.9256 | - | - | - | - | +| 0.6004 | 610 | 0.8477 | - | - | - | - | +| 0.6014 | 611 | 1.1828 | - | - | - | - | +| 0.6024 | 612 | 1.2434 | 1.2394 | 0.3949 | 0.4538 | 0.6628 | +| 0.6033 | 613 | 0.9043 | - | - | - | - | +| 0.6043 | 614 | 0.8613 | - | - | - | - | +| 0.6053 | 615 | 1.2901 | - | - | - | - | +| 0.6063 | 616 | 1.2323 | - | - | - | - | +| 0.6073 | 617 | 1.3886 | - | - | - | - | +| 0.6083 | 618 | 1.7351 | - | - | - | - | +| 0.6093 | 619 | 4.0782 | - | - | - | - | +| 0.6102 | 620 | 0.9729 | - | - | - | - | +| 0.6112 | 621 | 1.0137 | - | - | - | - | +| 0.6122 | 622 | 1.0514 | - | - | - | - | +| 0.6132 | 623 | 3.1936 | - | - | - | - | +| 0.6142 | 624 | 1.2081 | - | - | - | - | +| 0.6152 | 625 | 1.6647 | - | - | - | - | +| 0.6161 | 626 | 1.1733 | - | - | - | - | +| 0.6171 | 627 | 1.8176 | - | - | - | - | +| 0.6181 | 628 | 1.1713 | - | - | - | - | +| 0.6191 | 629 | 2.7953 | - | - | - | - | +| 0.6201 | 630 | 1.0633 | - | - | - | - | +| 0.6211 | 631 | 1.0282 | - | - | - | - | +| 0.6220 | 632 | 2.0119 | - | - | - | - | +| 0.6230 | 633 | 1.2355 | - | - | - | - | +| 0.6240 | 634 | 0.8702 | - | - | - | - | +| 0.625 | 635 | 1.3692 | - | - | - | - | +| 0.6260 | 636 | 1.034 | - | - | - | - | +| 0.6270 | 637 | 1.0292 | - | - | - | - | +| 0.6280 | 638 | 1.1059 | - | - | - | - | +| 0.6289 | 639 | 1.2945 | - | - | - | - | +| 0.6299 | 640 | 1.9812 | - | - | - | - | +| 0.6309 | 641 | 0.8846 | - | - | - | - | +| 0.6319 | 642 | 1.3874 | - | - | - | - | +| 0.6329 | 643 | 1.0868 | - | - | - | - | +| 0.6339 | 644 | 1.0356 | - | - | - | - | +| 0.6348 | 645 | 1.229 | - | - | - | - | +| 0.6358 | 646 | 3.729 | - | - | - | - | +| 0.6368 | 647 | 1.1382 | - | - | - | - | +| 0.6378 | 648 | 1.17 | - | - | - | - | +| 0.6388 | 649 | 0.6846 | - | - | - | - | +| 0.6398 | 650 | 3.0024 | - | - | - | - | +| 0.6407 | 651 | 0.8964 | - | - | - | - | +| 0.6417 | 652 | 1.4124 | - | - | - | - | +| 0.6427 | 653 | 1.1492 | - | - | - | - | +| 0.6437 | 654 | 1.2041 | - | - | - | - | +| 0.6447 | 655 | 1.3567 | - | - | - | - | +| 0.6457 | 656 | 1.2777 | - | - | - | - | +| 0.6467 | 657 | 1.1406 | - | - | - | - | +| 0.6476 | 658 | 0.9606 | - | - | - | - | +| 0.6486 | 659 | 0.8331 | - | - | - | - | +| 0.6496 | 660 | 3.4216 | - | - | - | - | +| 0.6506 | 661 | 0.8534 | - | - | - | - | +| 0.6516 | 662 | 1.0986 | - | - | - | - | +| 0.6526 | 663 | 0.7135 | - | - | - | - | +| 0.6535 | 664 | 1.0527 | - | - | - | - | +| 0.6545 | 665 | 0.7865 | - | - | - | - | +| 0.6555 | 666 | 3.4573 | - | - | - | - | +| 0.6565 | 667 | 1.1366 | - | - | - | - | +| 0.6575 | 668 | 2.2528 | - | - | - | - | +| 0.6585 | 669 | 0.9883 | - | - | - | - | +| 0.6594 | 670 | 0.6787 | - | - | - | - | +| 0.6604 | 671 | 3.66 | - | - | - | - | +| 0.6614 | 672 | 1.092 | - | - | - | - | +| 0.6624 | 673 | 1.7895 | - | - | - | - | +| 0.6634 | 674 | 0.967 | - | - | - | - | +| 0.6644 | 675 | 0.7553 | - | - | - | - | +| 0.6654 | 676 | 1.3217 | - | - | - | - | +| 0.6663 | 677 | 1.2246 | - | - | - | - | +| 0.6673 | 678 | 1.242 | - | - | - | - | +| 0.6683 | 679 | 2.1658 | - | - | - | - | +| 0.6693 | 680 | 1.4381 | - | - | - | - | +| 0.6703 | 681 | 0.9602 | - | - | - | - | +| 0.6713 | 682 | 1.0741 | - | - | - | - | +| 0.6722 | 683 | 1.3184 | - | - | - | - | +| 0.6732 | 684 | 0.9802 | - | - | - | - | +| 0.6742 | 685 | 1.144 | - | - | - | - | +| 0.6752 | 686 | 1.1724 | - | - | - | - | +| 0.6762 | 687 | 1.0144 | - | - | - | - | +| 0.6772 | 688 | 2.2625 | - | - | - | - | +| 0.6781 | 689 | 1.3074 | - | - | - | - | +| 0.6791 | 690 | 1.5017 | - | - | - | - | +| 0.6801 | 691 | 0.9315 | - | - | - | - | +| 0.6811 | 692 | 0.6666 | - | - | - | - | +| 0.6821 | 693 | 1.2388 | - | - | - | - | +| 0.6831 | 694 | 0.7314 | - | - | - | - | +| 0.6841 | 695 | 2.5126 | - | - | - | - | +| 0.6850 | 696 | 1.3168 | - | - | - | - | +| 0.6860 | 697 | 0.8281 | - | - | - | - | +| 0.6870 | 698 | 2.5375 | - | - | - | - | +| 0.6880 | 699 | 1.3509 | - | - | - | - | +| 0.6890 | 700 | 0.802 | - | - | - | - | +| 0.6900 | 701 | 1.0974 | - | - | - | - | +| 0.6909 | 702 | 2.3393 | - | - | - | - | +| 0.6919 | 703 | 1.6287 | - | - | - | - | +| 0.6929 | 704 | 1.1297 | - | - | - | - | +| 0.6939 | 705 | 0.9367 | - | - | - | - | +| 0.6949 | 706 | 0.8724 | - | - | - | - | +| 0.6959 | 707 | 0.7766 | - | - | - | - | +| 0.6969 | 708 | 1.5104 | - | - | - | - | +| 0.6978 | 709 | 1.2963 | - | - | - | - | +| 0.6988 | 710 | 1.3217 | - | - | - | - | +| 0.6998 | 711 | 1.511 | - | - | - | - | +| 0.7008 | 712 | 1.2841 | - | - | - | - | +| 0.7018 | 713 | 2.2693 | - | - | - | - | +| 0.7028 | 714 | 1.1542 | - | - | - | - | +| 0.7037 | 715 | 1.3174 | - | - | - | - | +| 0.7047 | 716 | 2.4071 | - | - | - | - | +| 0.7057 | 717 | 1.9443 | - | - | - | - | +| 0.7067 | 718 | 1.2466 | - | - | - | - | +| 0.7077 | 719 | 1.702 | - | - | - | - | +| 0.7087 | 720 | 1.9423 | - | - | - | - | +| 0.7096 | 721 | 0.7641 | - | - | - | - | +| 0.7106 | 722 | 0.8676 | - | - | - | - | +| 0.7116 | 723 | 0.8088 | - | - | - | - | +| 0.7126 | 724 | 1.1074 | - | - | - | - | +| 0.7136 | 725 | 0.8919 | - | - | - | - | +| 0.7146 | 726 | 1.7894 | - | - | - | - | +| 0.7156 | 727 | 1.1245 | - | - | - | - | +| 0.7165 | 728 | 0.7873 | - | - | - | - | +| 0.7175 | 729 | 1.8204 | - | - | - | - | +| 0.7185 | 730 | 1.1784 | - | - | - | - | +| 0.7195 | 731 | 0.8938 | - | - | - | - | +| 0.7205 | 732 | 0.6575 | - | - | - | - | +| 0.7215 | 733 | 1.4965 | - | - | - | - | +| 0.7224 | 734 | 1.8752 | - | - | - | - | +| 0.7234 | 735 | 1.2691 | - | - | - | - | +| 0.7244 | 736 | 0.8873 | - | - | - | - | +| 0.7254 | 737 | 0.9377 | - | - | - | - | +| 0.7264 | 738 | 0.5962 | - | - | - | - | +| 0.7274 | 739 | 0.9877 | - | - | - | - | +| 0.7283 | 740 | 0.9054 | - | - | - | - | +| 0.7293 | 741 | 0.8589 | - | - | - | - | +| 0.7303 | 742 | 1.2914 | - | - | - | - | +| 0.7313 | 743 | 0.9707 | - | - | - | - | +| 0.7323 | 744 | 1.0986 | - | - | - | - | +| 0.7333 | 745 | 1.1549 | - | - | - | - | +| 0.7343 | 746 | 1.194 | - | - | - | - | +| 0.7352 | 747 | 0.9507 | - | - | - | - | +| 0.7362 | 748 | 1.1306 | - | - | - | - | +| 0.7372 | 749 | 0.7992 | - | - | - | - | +| 0.7382 | 750 | 2.5297 | - | - | - | - | +| 0.7392 | 751 | 1.5363 | - | - | - | - | +| 0.7402 | 752 | 1.191 | - | - | - | - | +| 0.7411 | 753 | 0.9455 | - | - | - | - | +| 0.7421 | 754 | 0.8884 | - | - | - | - | +| 0.7431 | 755 | 1.1491 | - | - | - | - | +| 0.7441 | 756 | 0.7112 | - | - | - | - | +| 0.7451 | 757 | 3.0752 | - | - | - | - | +| 0.7461 | 758 | 1.1433 | - | - | - | - | +| 0.7470 | 759 | 2.142 | - | - | - | - | +| 0.7480 | 760 | 0.7859 | - | - | - | - | +| 0.7490 | 761 | 2.1668 | - | - | - | - | +| 0.75 | 762 | 1.2018 | - | - | - | - | +| 0.7510 | 763 | 2.9182 | - | - | - | - | +| 0.7520 | 764 | 1.1678 | - | - | - | - | +| 0.7530 | 765 | 2.5948 | 1.1277 | 0.4347 | 0.4756 | 0.6758 | +| 0.7539 | 766 | 1.0679 | - | - | - | - | +| 0.7549 | 767 | 0.7494 | - | - | - | - | +| 0.7559 | 768 | 0.8815 | - | - | - | - | +| 0.7569 | 769 | 0.8266 | - | - | - | - | +| 0.7579 | 770 | 1.5885 | - | - | - | - | +| 0.7589 | 771 | 1.0503 | - | - | - | - | +| 0.7598 | 772 | 1.404 | - | - | - | - | +| 0.7608 | 773 | 0.821 | - | - | - | - | +| 0.7618 | 774 | 1.9858 | - | - | - | - | +| 0.7628 | 775 | 0.9155 | - | - | - | - | +| 0.7638 | 776 | 1.6313 | - | - | - | - | +| 0.7648 | 777 | 1.161 | - | - | - | - | +| 0.7657 | 778 | 1.0967 | - | - | - | - | +| 0.7667 | 779 | 1.9419 | - | - | - | - | +| 0.7677 | 780 | 1.0386 | - | - | - | - | +| 0.7687 | 781 | 1.1734 | - | - | - | - | +| 0.7697 | 782 | 1.1683 | - | - | - | - | +| 0.7707 | 783 | 1.3971 | - | - | - | - | +| 0.7717 | 784 | 1.843 | - | - | - | - | +| 0.7726 | 785 | 1.3123 | - | - | - | - | +| 0.7736 | 786 | 1.3975 | - | - | - | - | +| 0.7746 | 787 | 0.9761 | - | - | - | - | +| 0.7756 | 788 | 1.2307 | - | - | - | - | +| 0.7766 | 789 | 1.1414 | - | - | - | - | +| 0.7776 | 790 | 1.0158 | - | - | - | - | +| 0.7785 | 791 | 1.2875 | - | - | - | - | +| 0.7795 | 792 | 0.7074 | - | - | - | - | +| 0.7805 | 793 | 1.0812 | - | - | - | - | +| 0.7815 | 794 | 0.8385 | - | - | - | - | +| 0.7825 | 795 | 1.1102 | - | - | - | - | +| 0.7835 | 796 | 1.0973 | - | - | - | - | +| 0.7844 | 797 | 0.927 | - | - | - | - | +| 0.7854 | 798 | 0.7737 | - | - | - | - | +| 0.7864 | 799 | 0.4748 | - | - | - | - | +| 0.7874 | 800 | 1.4069 | - | - | - | - | +| 0.7884 | 801 | 0.9795 | - | - | - | - | +| 0.7894 | 802 | 0.9736 | - | - | - | - | +| 0.7904 | 803 | 0.9576 | - | - | - | - | +| 0.7913 | 804 | 0.4677 | - | - | - | - | +| 0.7923 | 805 | 0.637 | - | - | - | - | +| 0.7933 | 806 | 0.6411 | - | - | - | - | +| 0.7943 | 807 | 0.9679 | - | - | - | - | +| 0.7953 | 808 | 0.8034 | - | - | - | - | +| 0.7963 | 809 | 3.0881 | - | - | - | - | +| 0.7972 | 810 | 0.5545 | - | - | - | - | +| 0.7982 | 811 | 1.837 | - | - | - | - | +| 0.7992 | 812 | 2.3376 | - | - | - | - | +| 0.8002 | 813 | 1.0845 | - | - | - | - | +| 0.8012 | 814 | 1.1629 | - | - | - | - | +| 0.8022 | 815 | 1.2243 | - | - | - | - | +| 0.8031 | 816 | 0.8564 | - | - | - | - | +| 0.8041 | 817 | 0.8796 | - | - | - | - | +| 0.8051 | 818 | 1.5817 | - | - | - | - | +| 0.8061 | 819 | 1.1185 | - | - | - | - | +| 0.8071 | 820 | 0.394 | - | - | - | - | +| 0.8081 | 821 | 0.9968 | - | - | - | - | +| 0.8091 | 822 | 0.973 | - | - | - | - | +| 0.8100 | 823 | 0.6203 | - | - | - | - | +| 0.8110 | 824 | 1.6007 | - | - | - | - | +| 0.8120 | 825 | 1.7027 | - | - | - | - | +| 0.8130 | 826 | 1.8865 | - | - | - | - | +| 0.8140 | 827 | 1.2149 | - | - | - | - | +| 0.8150 | 828 | 2.0459 | - | - | - | - | +| 0.8159 | 829 | 2.2676 | - | - | - | - | +| 0.8169 | 830 | 1.3287 | - | - | - | - | +| 0.8179 | 831 | 0.9346 | - | - | - | - | +| 0.8189 | 832 | 0.835 | - | - | - | - | +| 0.8199 | 833 | 0.5872 | - | - | - | - | +| 0.8209 | 834 | 0.7393 | - | - | - | - | +| 0.8219 | 835 | 0.971 | - | - | - | - | +| 0.8228 | 836 | 1.1222 | - | - | - | - | +| 0.8238 | 837 | 1.1121 | - | - | - | - | +| 0.8248 | 838 | 0.7018 | - | - | - | - | +| 0.8258 | 839 | 1.0924 | - | - | - | - | +| 0.8268 | 840 | 1.1113 | - | - | - | - | +| 0.8278 | 841 | 1.198 | - | - | - | - | +| 0.8287 | 842 | 0.7756 | - | - | - | - | +| 0.8297 | 843 | 1.5646 | - | - | - | - | +| 0.8307 | 844 | 0.7395 | - | - | - | - | +| 0.8317 | 845 | 0.8208 | - | - | - | - | +| 0.8327 | 846 | 1.9033 | - | - | - | - | +| 0.8337 | 847 | 1.3321 | - | - | - | - | +| 0.8346 | 848 | 0.7459 | - | - | - | - | +| 0.8356 | 849 | 0.6561 | - | - | - | - | +| 0.8366 | 850 | 0.6797 | - | - | - | - | +| 0.8376 | 851 | 2.2847 | - | - | - | - | +| 0.8386 | 852 | 1.0886 | - | - | - | - | +| 0.8396 | 853 | 0.598 | - | - | - | - | +| 0.8406 | 854 | 1.3609 | - | - | - | - | +| 0.8415 | 855 | 1.055 | - | - | - | - | +| 0.8425 | 856 | 2.6634 | - | - | - | - | +| 0.8435 | 857 | 1.7001 | - | - | - | - | +| 0.8445 | 858 | 1.2224 | - | - | - | - | +| 0.8455 | 859 | 1.2708 | - | - | - | - | +| 0.8465 | 860 | 0.9535 | - | - | - | - | +| 0.8474 | 861 | 1.1954 | - | - | - | - | +| 0.8484 | 862 | 1.1258 | - | - | - | - | +| 0.8494 | 863 | 1.503 | - | - | - | - | +| 0.8504 | 864 | 1.2438 | - | - | - | - | +| 0.8514 | 865 | 1.9224 | - | - | - | - | +| 0.8524 | 866 | 0.9334 | - | - | - | - | +| 0.8533 | 867 | 1.5525 | - | - | - | - | +| 0.8543 | 868 | 0.502 | - | - | - | - | +| 0.8553 | 869 | 1.4609 | - | - | - | - | +| 0.8563 | 870 | 1.8758 | - | - | - | - | +| 0.8573 | 871 | 0.9021 | - | - | - | - | +| 0.8583 | 872 | 0.735 | - | - | - | - | +| 0.8593 | 873 | 1.2601 | - | - | - | - | +| 0.8602 | 874 | 1.4235 | - | - | - | - | +| 0.8612 | 875 | 1.0701 | - | - | - | - | +| 0.8622 | 876 | 0.7327 | - | - | - | - | +| 0.8632 | 877 | 1.0354 | - | - | - | - | +| 0.8642 | 878 | 0.6344 | - | - | - | - | +| 0.8652 | 879 | 0.8981 | - | - | - | - | +| 0.8661 | 880 | 1.0991 | - | - | - | - | +| 0.8671 | 881 | 0.7773 | - | - | - | - | +| 0.8681 | 882 | 1.5066 | - | - | - | - | +| 0.8691 | 883 | 0.7757 | - | - | - | - | +| 0.8701 | 884 | 0.9993 | - | - | - | - | +| 0.8711 | 885 | 1.1451 | - | - | - | - | +| 0.8720 | 886 | 0.9861 | - | - | - | - | +| 0.8730 | 887 | 0.9548 | - | - | - | - | +| 0.8740 | 888 | 0.4494 | - | - | - | - | +| 0.875 | 889 | 0.8269 | - | - | - | - | +| 0.8760 | 890 | 1.8873 | - | - | - | - | +| 0.8770 | 891 | 0.8112 | - | - | - | - | +| 0.8780 | 892 | 1.152 | - | - | - | - | +| 0.8789 | 893 | 1.4563 | - | - | - | - | +| 0.8799 | 894 | 1.7084 | - | - | - | - | +| 0.8809 | 895 | 1.0018 | - | - | - | - | +| 0.8819 | 896 | 0.6114 | - | - | - | - | +| 0.8829 | 897 | 0.8984 | - | - | - | - | +| 0.8839 | 898 | 1.4973 | - | - | - | - | +| 0.8848 | 899 | 0.8233 | - | - | - | - | +| 0.8858 | 900 | 1.0287 | - | - | - | - | +| 0.8868 | 901 | 0.9614 | - | - | - | - | +| 0.8878 | 902 | 1.0764 | - | - | - | - | +| 0.8888 | 903 | 0.9253 | - | - | - | - | +| 0.8898 | 904 | 1.2771 | - | - | - | - | +| 0.8907 | 905 | 0.8748 | - | - | - | - | +| 0.8917 | 906 | 0.7201 | - | - | - | - | +| 0.8927 | 907 | 1.4378 | - | - | - | - | +| 0.8937 | 908 | 1.222 | - | - | - | - | +| 0.8947 | 909 | 0.5576 | - | - | - | - | +| 0.8957 | 910 | 0.9889 | - | - | - | - | +| 0.8967 | 911 | 0.752 | - | - | - | - | +| 0.8976 | 912 | 0.9586 | - | - | - | - | +| 0.8986 | 913 | 0.7206 | - | - | - | - | +| 0.8996 | 914 | 0.5809 | - | - | - | - | +| 0.9006 | 915 | 0.6836 | - | - | - | - | +| 0.9016 | 916 | 0.6633 | - | - | - | - | +| 0.9026 | 917 | 0.625 | - | - | - | - | +| 0.9035 | 918 | 0.6292 | 0.9408 | 0.5108 | 0.4881 | 0.6955 | +| 0.9045 | 919 | 1.1144 | - | - | - | - | +| 0.9055 | 920 | 2.0274 | - | - | - | - | +| 0.9065 | 921 | 1.1657 | - | - | - | - | +| 0.9075 | 922 | 0.7091 | - | - | - | - | +| 0.9085 | 923 | 1.303 | - | - | - | - | +| 0.9094 | 924 | 2.4449 | - | - | - | - | +| 0.9104 | 925 | 0.7181 | - | - | - | - | +| 0.9114 | 926 | 1.2308 | - | - | - | - | +| 0.9124 | 927 | 1.0513 | - | - | - | - | +| 0.9134 | 928 | 0.8714 | - | - | - | - | +| 0.9144 | 929 | 0.9573 | - | - | - | - | +| 0.9154 | 930 | 2.0303 | - | - | - | - | +| 0.9163 | 931 | 0.7414 | - | - | - | - | +| 0.9173 | 932 | 1.4278 | - | - | - | - | +| 0.9183 | 933 | 1.2565 | - | - | - | - | +| 0.9193 | 934 | 0.6508 | - | - | - | - | +| 0.9203 | 935 | 0.5146 | - | - | - | - | +| 0.9213 | 936 | 0.5738 | - | - | - | - | +| 0.9222 | 937 | 1.1354 | - | - | - | - | +| 0.9232 | 938 | 0.9445 | - | - | - | - | +| 0.9242 | 939 | 0.6232 | - | - | - | - | +| 0.9252 | 940 | 1.6567 | - | - | - | - | +| 0.9262 | 941 | 1.8855 | - | - | - | - | +| 0.9272 | 942 | 0.8225 | - | - | - | - | +| 0.9281 | 943 | 0.4741 | - | - | - | - | +| 0.9291 | 944 | 2.3002 | - | - | - | - | +| 0.9301 | 945 | 1.4051 | - | - | - | - | +| 0.9311 | 946 | 1.0528 | - | - | - | - | +| 0.9321 | 947 | 0.81 | - | - | - | - | +| 0.9331 | 948 | 0.6629 | - | - | - | - | +| 0.9341 | 949 | 0.9533 | - | - | - | - | +| 0.9350 | 950 | 0.4455 | - | - | - | - | +| 0.9360 | 951 | 0.7622 | - | - | - | - | +| 0.9370 | 952 | 1.0084 | - | - | - | - | +| 0.9380 | 953 | 0.553 | - | - | - | - | +| 0.9390 | 954 | 0.6533 | - | - | - | - | +| 0.9400 | 955 | 0.5864 | - | - | - | - | +| 0.9409 | 956 | 1.1066 | - | - | - | - | +| 0.9419 | 957 | 0.5942 | - | - | - | - | +| 0.9429 | 958 | 0.5911 | - | - | - | - | +| 0.9439 | 959 | 0.8383 | - | - | - | - | +| 0.9449 | 960 | 1.0647 | - | - | - | - | +| 0.9459 | 961 | 0.781 | - | - | - | - | +| 0.9469 | 962 | 0.6583 | - | - | - | - | +| 0.9478 | 963 | 0.8397 | - | - | - | - | +| 0.9488 | 964 | 1.1975 | - | - | - | - | +| 0.9498 | 965 | 0.3651 | - | - | - | - | +| 0.9508 | 966 | 0.6498 | - | - | - | - | +| 0.9518 | 967 | 2.2642 | - | - | - | - | +| 0.9528 | 968 | 0.4515 | - | - | - | - | +| 0.9537 | 969 | 0.9761 | - | - | - | - | +| 0.9547 | 970 | 1.8422 | - | - | - | - | +| 0.9557 | 971 | 1.5052 | - | - | - | - | +| 0.9567 | 972 | 0.9086 | - | - | - | - | +| 0.9577 | 973 | 1.0606 | - | - | - | - | +| 0.9587 | 974 | 1.2389 | - | - | - | - | +| 0.9596 | 975 | 0.4794 | - | - | - | - | +| 0.9606 | 976 | 1.311 | - | - | - | - | +| 0.9616 | 977 | 1.2144 | - | - | - | - | +| 0.9626 | 978 | 0.5207 | - | - | - | - | +| 0.9636 | 979 | 0.8678 | - | - | - | - | +| 0.9646 | 980 | 1.0381 | - | - | - | - | +| 0.9656 | 981 | 0.8134 | - | - | - | - | +| 0.9665 | 982 | 1.1715 | - | - | - | - | +| 0.9675 | 983 | 1.352 | - | - | - | - | +| 0.9685 | 984 | 1.0196 | - | - | - | - | +| 0.9695 | 985 | 0.8284 | - | - | - | - | +| 0.9705 | 986 | 0.7436 | - | - | - | - | +| 0.9715 | 987 | 0.5441 | - | - | - | - | +| 0.9724 | 988 | 1.2086 | - | - | - | - | +| 0.9734 | 989 | 1.1172 | - | - | - | - | +| 0.9744 | 990 | 0.6686 | - | - | - | - | +| 0.9754 | 991 | 0.696 | - | - | - | - | +| 0.9764 | 992 | 0.6819 | - | - | - | - | +| 0.9774 | 993 | 1.1375 | - | - | - | - | +| 0.9783 | 994 | 0.9031 | - | - | - | - | +| 0.9793 | 995 | 0.7194 | - | - | - | - | +| 0.9803 | 996 | 0.7496 | - | - | - | - | +| 0.9813 | 997 | 0.5843 | - | - | - | - | +| 0.9823 | 998 | 0.8935 | - | - | - | - | +| 0.9833 | 999 | 0.7518 | - | - | - | - | +| 0.9843 | 1000 | 1.3913 | - | - | - | - | +| 0.9852 | 1001 | 0.6707 | - | - | - | - | +| 0.9862 | 1002 | 2.5054 | - | - | - | - | +| 0.9872 | 1003 | 2.2562 | - | - | - | - | +| 0.9882 | 1004 | 1.1758 | - | - | - | - | +| 0.9892 | 1005 | 0.7679 | - | - | - | - | +| 0.9902 | 1006 | 1.2762 | - | - | - | - | +| 0.9911 | 1007 | 0.7565 | - | - | - | - | +| 0.9921 | 1008 | 0.9347 | - | - | - | - | +| 0.9931 | 1009 | 0.4468 | - | - | - | - | +| 0.9941 | 1010 | 1.0553 | - | - | - | - | +| 0.9951 | 1011 | 0.9899 | - | - | - | - | +| 0.9961 | 1012 | 0.562 | - | - | - | - | +| 0.9970 | 1013 | 0.4784 | - | - | - | - | +| 0.9980 | 1014 | 1.4621 | - | - | - | - | +| 0.9990 | 1015 | 0.9868 | - | - | - | - | +| 1.0 | 1016 | 0.6348 | - | - | - | - | +| 1.0010 | 1017 | 1.0253 | - | - | - | - | +| 1.0020 | 1018 | 2.0283 | - | - | - | - | +| 1.0030 | 1019 | 0.5054 | - | - | - | - | +| 1.0039 | 1020 | 1.0792 | - | - | - | - | +| 1.0049 | 1021 | 1.2756 | - | - | - | - | +| 1.0059 | 1022 | 0.8319 | - | - | - | - | +| 1.0069 | 1023 | 1.191 | - | - | - | - | +| 1.0079 | 1024 | 1.3041 | - | - | - | - | +| 1.0089 | 1025 | 0.7303 | - | - | - | - | +| 1.0098 | 1026 | 0.8216 | - | - | - | - | +| 1.0108 | 1027 | 0.7877 | - | - | - | - | +| 1.0118 | 1028 | 0.7625 | - | - | - | - | +| 1.0128 | 1029 | 1.072 | - | - | - | - | +| 1.0138 | 1030 | 0.9892 | - | - | - | - | +| 1.0148 | 1031 | 1.3609 | - | - | - | - | +| 1.0157 | 1032 | 1.1012 | - | - | - | - | +| 1.0167 | 1033 | 1.1633 | - | - | - | - | +| 1.0177 | 1034 | 0.7493 | - | - | - | - | +| 1.0187 | 1035 | 0.8047 | - | - | - | - | +| 1.0197 | 1036 | 0.6312 | - | - | - | - | +| 1.0207 | 1037 | 0.9001 | - | - | - | - | +| 1.0217 | 1038 | 1.0504 | - | - | - | - | +| 1.0226 | 1039 | 1.1305 | - | - | - | - | +| 1.0236 | 1040 | 0.6795 | - | - | - | - | +| 1.0246 | 1041 | 0.6223 | - | - | - | - | +| 1.0256 | 1042 | 1.4211 | - | - | - | - | +| 1.0266 | 1043 | 0.7079 | - | - | - | - | +| 1.0276 | 1044 | 0.84 | - | - | - | - | +| 1.0285 | 1045 | 0.9718 | - | - | - | - | +| 1.0295 | 1046 | 1.4166 | - | - | - | - | +| 1.0305 | 1047 | 1.0734 | - | - | - | - | +| 1.0315 | 1048 | 1.0404 | - | - | - | - | +| 1.0325 | 1049 | 0.2556 | - | - | - | - | +| 1.0335 | 1050 | 0.4799 | - | - | - | - | +| 1.0344 | 1051 | 0.6954 | - | - | - | - | +| 1.0354 | 1052 | 1.1927 | - | - | - | - | +| 1.0364 | 1053 | 0.825 | - | - | - | - | +| 1.0374 | 1054 | 1.303 | - | - | - | - | +| 1.0384 | 1055 | 0.6624 | - | - | - | - | +| 1.0394 | 1056 | 1.2299 | - | - | - | - | +| 1.0404 | 1057 | 0.5722 | - | - | - | - | +| 1.0413 | 1058 | 0.4275 | - | - | - | - | +| 1.0423 | 1059 | 1.2038 | - | - | - | - | +| 1.0433 | 1060 | 1.1635 | - | - | - | - | +| 1.0443 | 1061 | 0.5874 | - | - | - | - | +| 1.0453 | 1062 | 0.5254 | - | - | - | - | +| 1.0463 | 1063 | 0.6062 | - | - | - | - | +| 1.0472 | 1064 | 0.8536 | - | - | - | - | +| 1.0482 | 1065 | 1.0845 | - | - | - | - | +| 1.0492 | 1066 | 1.2005 | - | - | - | - | +| 1.0502 | 1067 | 1.1397 | - | - | - | - | +| 1.0512 | 1068 | 0.6992 | - | - | - | - | +| 1.0522 | 1069 | 1.1104 | - | - | - | - | +| 1.0531 | 1070 | 0.4401 | - | - | - | - | +| 1.0541 | 1071 | 0.6145 | 0.8867 | 0.5021 | 0.4971 | 0.6878 | +| 1.0551 | 1072 | 0.8673 | - | - | - | - | +| 1.0561 | 1073 | 0.4861 | - | - | - | - | +| 1.0571 | 1074 | 0.6278 | - | - | - | - | +| 1.0581 | 1075 | 1.1955 | - | - | - | - | +| 1.0591 | 1076 | 0.5441 | - | - | - | - | +| 1.0600 | 1077 | 1.2355 | - | - | - | - | +| 1.0610 | 1078 | 0.7504 | - | - | - | - | +| 1.0620 | 1079 | 0.5964 | - | - | - | - | +| 1.0630 | 1080 | 0.7314 | - | - | - | - | +| 1.0640 | 1081 | 0.5723 | - | - | - | - | +| 1.0650 | 1082 | 0.5942 | - | - | - | - | +| 1.0659 | 1083 | 1.9039 | - | - | - | - | +| 1.0669 | 1084 | 1.2122 | - | - | - | - | +| 1.0679 | 1085 | 0.4748 | - | - | - | - | +| 1.0689 | 1086 | 0.6057 | - | - | - | - | +| 1.0699 | 1087 | 0.5627 | - | - | - | - | +| 1.0709 | 1088 | 0.2975 | - | - | - | - | +| 1.0719 | 1089 | 0.6175 | - | - | - | - | +| 1.0728 | 1090 | 0.5306 | - | - | - | - | +| 1.0738 | 1091 | 0.5697 | - | - | - | - | +| 1.0748 | 1092 | 0.466 | - | - | - | - | +| 1.0758 | 1093 | 0.9722 | - | - | - | - | +| 1.0768 | 1094 | 1.0696 | - | - | - | - | +| 1.0778 | 1095 | 0.5533 | - | - | - | - | +| 1.0787 | 1096 | 0.6409 | - | - | - | - | +| 1.0797 | 1097 | 0.6046 | - | - | - | - | +| 1.0807 | 1098 | 0.8067 | - | - | - | - | +| 1.0817 | 1099 | 0.5695 | - | - | - | - | +| 1.0827 | 1100 | 0.6817 | - | - | - | - | +| 1.0837 | 1101 | 0.9963 | - | - | - | - | +| 1.0846 | 1102 | 0.9799 | - | - | - | - | +| 1.0856 | 1103 | 1.3903 | - | - | - | - | +| 1.0866 | 1104 | 1.019 | - | - | - | - | +| 1.0876 | 1105 | 0.5109 | - | - | - | - | +| 1.0886 | 1106 | 1.0597 | - | - | - | - | +| 1.0896 | 1107 | 0.1463 | - | - | - | - | +| 1.0906 | 1108 | 0.5552 | - | - | - | - | +| 1.0915 | 1109 | 0.5808 | - | - | - | - | +| 1.0925 | 1110 | 0.82 | - | - | - | - | +| 1.0935 | 1111 | 1.4818 | - | - | - | - | +| 1.0945 | 1112 | 1.7281 | - | - | - | - | +| 1.0955 | 1113 | 0.342 | - | - | - | - | +| 1.0965 | 1114 | 0.5543 | - | - | - | - | +| 1.0974 | 1115 | 1.0291 | - | - | - | - | +| 1.0984 | 1116 | 1.4693 | - | - | - | - | +| 1.0994 | 1117 | 0.6533 | - | - | - | - | +| 1.1004 | 1118 | 0.8667 | - | - | - | - | +| 1.1014 | 1119 | 1.3982 | - | - | - | - | +| 1.1024 | 1120 | 0.4305 | - | - | - | - | +| 1.1033 | 1121 | 1.248 | - | - | - | - | +| 1.1043 | 1122 | 1.1434 | - | - | - | - | +| 1.1053 | 1123 | 1.0944 | - | - | - | - | +| 1.1063 | 1124 | 1.2556 | - | - | - | - | +| 1.1073 | 1125 | 0.893 | - | - | - | - | +| 1.1083 | 1126 | 0.6589 | - | - | - | - | +| 1.1093 | 1127 | 0.6495 | - | - | - | - | +| 1.1102 | 1128 | 0.4612 | - | - | - | - | +| 1.1112 | 1129 | 0.8137 | - | - | - | - | +| 1.1122 | 1130 | 0.6577 | - | - | - | - | +| 1.1132 | 1131 | 1.077 | - | - | - | - | +| 1.1142 | 1132 | 0.9539 | - | - | - | - | +| 1.1152 | 1133 | 0.6905 | - | - | - | - | +| 1.1161 | 1134 | 0.8103 | - | - | - | - | +| 1.1171 | 1135 | 0.5007 | - | - | - | - | +| 1.1181 | 1136 | 1.208 | - | - | - | - | +| 1.1191 | 1137 | 0.5792 | - | - | - | - | +| 1.1201 | 1138 | 0.7462 | - | - | - | - | +| 1.1211 | 1139 | 0.3858 | - | - | - | - | +| 1.1220 | 1140 | 0.9128 | - | - | - | - | +| 1.1230 | 1141 | 0.9166 | - | - | - | - | +| 1.1240 | 1142 | 0.8742 | - | - | - | - | +| 1.125 | 1143 | 0.8224 | - | - | - | - | +| 1.1260 | 1144 | 0.566 | - | - | - | - | +| 1.1270 | 1145 | 0.6497 | - | - | - | - | +| 1.1280 | 1146 | 2.2927 | - | - | - | - | +| 1.1289 | 1147 | 0.5446 | - | - | - | - | +| 1.1299 | 1148 | 0.9981 | - | - | - | - | +| 1.1309 | 1149 | 0.3982 | - | - | - | - | +| 1.1319 | 1150 | 0.3324 | - | - | - | - | +| 1.1329 | 1151 | 0.851 | - | - | - | - | +| 1.1339 | 1152 | 1.6992 | - | - | - | - | +| 1.1348 | 1153 | 0.6466 | - | - | - | - | +| 1.1358 | 1154 | 0.8126 | - | - | - | - | +| 1.1368 | 1155 | 0.6029 | - | - | - | - | +| 1.1378 | 1156 | 0.7146 | - | - | - | - | +| 1.1388 | 1157 | 0.3069 | - | - | - | - | +| 1.1398 | 1158 | 1.2919 | - | - | - | - | +| 1.1407 | 1159 | 0.6137 | - | - | - | - | +| 1.1417 | 1160 | 1.5394 | - | - | - | - | +| 1.1427 | 1161 | 0.5581 | - | - | - | - | +| 1.1437 | 1162 | 1.1485 | - | - | - | - | +| 1.1447 | 1163 | 1.175 | - | - | - | - | +| 1.1457 | 1164 | 0.3461 | - | - | - | - | +| 1.1467 | 1165 | 1.3923 | - | - | - | - | +| 1.1476 | 1166 | 0.5471 | - | - | - | - | +| 1.1486 | 1167 | 1.0431 | - | - | - | - | +| 1.1496 | 1168 | 0.3017 | - | - | - | - | +| 1.1506 | 1169 | 1.1278 | - | - | - | - | +| 1.1516 | 1170 | 1.1442 | - | - | - | - | +| 1.1526 | 1171 | 0.6557 | - | - | - | - | +| 1.1535 | 1172 | 0.6248 | - | - | - | - | +| 1.1545 | 1173 | 1.478 | - | - | - | - | +| 1.1555 | 1174 | 1.4457 | - | - | - | - | +| 1.1565 | 1175 | 0.8652 | - | - | - | - | +| 1.1575 | 1176 | 0.7371 | - | - | - | - | +| 1.1585 | 1177 | 1.0206 | - | - | - | - | +| 1.1594 | 1178 | 0.8996 | - | - | - | - | +| 1.1604 | 1179 | 0.7363 | - | - | - | - | +| 1.1614 | 1180 | 1.3426 | - | - | - | - | +| 1.1624 | 1181 | 0.9533 | - | - | - | - | +| 1.1634 | 1182 | 0.3364 | - | - | - | - | +| 1.1644 | 1183 | 0.2821 | - | - | - | - | +| 1.1654 | 1184 | 0.7553 | - | - | - | - | +| 1.1663 | 1185 | 1.4646 | - | - | - | - | +| 1.1673 | 1186 | 1.2136 | - | - | - | - | +| 1.1683 | 1187 | 1.3401 | - | - | - | - | +| 1.1693 | 1188 | 1.1959 | - | - | - | - | +| 1.1703 | 1189 | 0.667 | - | - | - | - | +| 1.1713 | 1190 | 0.932 | - | - | - | - | +| 1.1722 | 1191 | 0.8288 | - | - | - | - | +| 1.1732 | 1192 | 0.6271 | - | - | - | - | +| 1.1742 | 1193 | 0.4196 | - | - | - | - | +| 1.1752 | 1194 | 0.9061 | - | - | - | - | +| 1.1762 | 1195 | 0.8713 | - | - | - | - | +| 1.1772 | 1196 | 1.1829 | - | - | - | - | +| 1.1781 | 1197 | 0.3551 | - | - | - | - | +| 1.1791 | 1198 | 1.3069 | - | - | - | - | +| 1.1801 | 1199 | 0.8112 | - | - | - | - | +| 1.1811 | 1200 | 0.2843 | - | - | - | - | +| 1.1821 | 1201 | 0.4981 | - | - | - | - | +| 1.1831 | 1202 | 0.7478 | - | - | - | - | +| 1.1841 | 1203 | 0.9183 | - | - | - | - | +| 1.1850 | 1204 | 0.5247 | - | - | - | - | +| 1.1860 | 1205 | 0.63 | - | - | - | - | +| 1.1870 | 1206 | 0.6917 | - | - | - | - | +| 1.1880 | 1207 | 1.427 | - | - | - | - | +| 1.1890 | 1208 | 0.3583 | - | - | - | - | +| 1.1900 | 1209 | 0.383 | - | - | - | - | +| 1.1909 | 1210 | 0.9227 | - | - | - | - | +| 1.1919 | 1211 | 1.1553 | - | - | - | - | +| 1.1929 | 1212 | 0.9643 | - | - | - | - | +| 1.1939 | 1213 | 0.6882 | - | - | - | - | +| 1.1949 | 1214 | 0.7215 | - | - | - | - | +| 1.1959 | 1215 | 1.4159 | - | - | - | - | +| 1.1969 | 1216 | 0.7105 | - | - | - | - | +| 1.1978 | 1217 | 1.3628 | - | - | - | - | +| 1.1988 | 1218 | 1.0276 | - | - | - | - | +| 1.1998 | 1219 | 1.5007 | - | - | - | - | +| 1.2008 | 1220 | 0.8174 | - | - | - | - | +| 1.2018 | 1221 | 0.869 | - | - | - | - | +| 1.2028 | 1222 | 0.6098 | - | - | - | - | +| 1.2037 | 1223 | 0.6399 | - | - | - | - | +| 1.2047 | 1224 | 0.4801 | 0.8518 | 0.5906 | 0.5061 | 0.6814 | +| 1.2057 | 1225 | 0.7651 | - | - | - | - | +| 1.2067 | 1226 | 0.4628 | - | - | - | - | +| 1.2077 | 1227 | 1.4387 | - | - | - | - | +| 1.2087 | 1228 | 0.7183 | - | - | - | - | +| 1.2096 | 1229 | 0.7154 | - | - | - | - | +| 1.2106 | 1230 | 0.5026 | - | - | - | - | +| 1.2116 | 1231 | 0.3789 | - | - | - | - | +| 1.2126 | 1232 | 0.5861 | - | - | - | - | +| 1.2136 | 1233 | 0.7763 | - | - | - | - | +| 1.2146 | 1234 | 0.4284 | - | - | - | - | +| 1.2156 | 1235 | 0.37 | - | - | - | - | +| 1.2165 | 1236 | 0.5274 | - | - | - | - | +| 1.2175 | 1237 | 0.8894 | - | - | - | - | +| 1.2185 | 1238 | 0.5741 | - | - | - | - | +| 1.2195 | 1239 | 1.1052 | - | - | - | - | +| 1.2205 | 1240 | 1.0815 | - | - | - | - | +| 1.2215 | 1241 | 0.505 | - | - | - | - | +| 1.2224 | 1242 | 0.9539 | - | - | - | - | +| 1.2234 | 1243 | 0.8867 | - | - | - | - | +| 1.2244 | 1244 | 0.4681 | - | - | - | - | +| 1.2254 | 1245 | 1.1859 | - | - | - | - | +| 1.2264 | 1246 | 0.4907 | - | - | - | - | +| 1.2274 | 1247 | 0.6341 | - | - | - | - | +| 1.2283 | 1248 | 0.8029 | - | - | - | - | +| 1.2293 | 1249 | 0.5358 | - | - | - | - | +| 1.2303 | 1250 | 0.5571 | - | - | - | - | +| 1.2313 | 1251 | 0.5891 | - | - | - | - | +| 1.2323 | 1252 | 0.7619 | - | - | - | - | +| 1.2333 | 1253 | 0.2854 | - | - | - | - | +| 1.2343 | 1254 | 0.6662 | - | - | - | - | +| 1.2352 | 1255 | 1.4318 | - | - | - | - | +| 1.2362 | 1256 | 1.4687 | - | - | - | - | +| 1.2372 | 1257 | 0.6946 | - | - | - | - | +| 1.2382 | 1258 | 0.633 | - | - | - | - | +| 1.2392 | 1259 | 1.5568 | - | - | - | - | +| 1.2402 | 1260 | 0.6798 | - | - | - | - | +| 1.2411 | 1261 | 1.267 | - | - | - | - | +| 1.2421 | 1262 | 0.6641 | - | - | - | - | +| 1.2431 | 1263 | 0.8602 | - | - | - | - | +| 1.2441 | 1264 | 0.4017 | - | - | - | - | +| 1.2451 | 1265 | 0.4382 | - | - | - | - | +| 1.2461 | 1266 | 1.2464 | - | - | - | - | +| 1.2470 | 1267 | 0.8608 | - | - | - | - | +| 1.2480 | 1268 | 1.1932 | - | - | - | - | +| 1.2490 | 1269 | 0.8773 | - | - | - | - | +| 1.25 | 1270 | 0.5899 | - | - | - | - | +| 1.2510 | 1271 | 0.4145 | - | - | - | - | +| 1.2520 | 1272 | 0.9711 | - | - | - | - | +| 1.2530 | 1273 | 1.0946 | - | - | - | - | +| 1.2539 | 1274 | 1.2652 | - | - | - | - | +| 1.2549 | 1275 | 0.4312 | - | - | - | - | +| 1.2559 | 1276 | 0.9017 | - | - | - | - | +| 1.2569 | 1277 | 0.5428 | - | - | - | - | +| 1.2579 | 1278 | 0.6475 | - | - | - | - | +| 1.2589 | 1279 | 0.9587 | - | - | - | - | +| 1.2598 | 1280 | 0.9115 | - | - | - | - | +| 1.2608 | 1281 | 0.9348 | - | - | - | - | +| 1.2618 | 1282 | 0.8717 | - | - | - | - | +| 1.2628 | 1283 | 0.4587 | - | - | - | - | +| 1.2638 | 1284 | 0.5246 | - | - | - | - | +| 1.2648 | 1285 | 0.6744 | - | - | - | - | +| 1.2657 | 1286 | 1.3601 | - | - | - | - | +| 1.2667 | 1287 | 0.6256 | - | - | - | - | +| 1.2677 | 1288 | 0.7788 | - | - | - | - | +| 1.2687 | 1289 | 0.6486 | - | - | - | - | +| 1.2697 | 1290 | 1.1881 | - | - | - | - | +| 1.2707 | 1291 | 0.6957 | - | - | - | - | +| 1.2717 | 1292 | 1.0403 | - | - | - | - | +| 1.2726 | 1293 | 0.5265 | - | - | - | - | +| 1.2736 | 1294 | 0.4922 | - | - | - | - | +| 1.2746 | 1295 | 0.9464 | - | - | - | - | +| 1.2756 | 1296 | 0.7804 | - | - | - | - | +| 1.2766 | 1297 | 0.6297 | - | - | - | - | +| 1.2776 | 1298 | 0.5289 | - | - | - | - | +| 1.2785 | 1299 | 0.6719 | - | - | - | - | +| 1.2795 | 1300 | 0.7858 | - | - | - | - | +| 1.2805 | 1301 | 0.3309 | - | - | - | - | +| 1.2815 | 1302 | 0.4839 | - | - | - | - | +| 1.2825 | 1303 | 0.4494 | - | - | - | - | +| 1.2835 | 1304 | 0.5807 | - | - | - | - | +| 1.2844 | 1305 | 0.6408 | - | - | - | - | +| 1.2854 | 1306 | 0.6289 | - | - | - | - | +| 1.2864 | 1307 | 0.7991 | - | - | - | - | +| 1.2874 | 1308 | 0.651 | - | - | - | - | +| 1.2884 | 1309 | 0.6239 | - | - | - | - | +| 1.2894 | 1310 | 1.3505 | - | - | - | - | +| 1.2904 | 1311 | 0.1423 | - | - | - | - | +| 1.2913 | 1312 | 1.109 | - | - | - | - | +| 1.2923 | 1313 | 1.3417 | - | - | - | - | +| 1.2933 | 1314 | 0.4346 | - | - | - | - | +| 1.2943 | 1315 | 1.4748 | - | - | - | - | +| 1.2953 | 1316 | 1.2036 | - | - | - | - | +| 1.2963 | 1317 | 0.6295 | - | - | - | - | +| 1.2972 | 1318 | 0.7632 | - | - | - | - | +| 1.2982 | 1319 | 0.4074 | - | - | - | - | +| 1.2992 | 1320 | 0.2692 | - | - | - | - | +| 1.3002 | 1321 | 0.7128 | - | - | - | - | +| 1.3012 | 1322 | 0.2916 | - | - | - | - | +| 1.3022 | 1323 | 0.5082 | - | - | - | - | +| 1.3031 | 1324 | 0.3651 | - | - | - | - | +| 1.3041 | 1325 | 0.7582 | - | - | - | - | +| 1.3051 | 1326 | 0.6235 | - | - | - | - | +| 1.3061 | 1327 | 0.7423 | - | - | - | - | +| 1.3071 | 1328 | 1.1407 | - | - | - | - | +| 1.3081 | 1329 | 0.4683 | - | - | - | - | +| 1.3091 | 1330 | 0.9656 | - | - | - | - | +| 1.3100 | 1331 | 0.5829 | - | - | - | - | +| 1.3110 | 1332 | 0.4886 | - | - | - | - | +| 1.3120 | 1333 | 0.6078 | - | - | - | - | +| 1.3130 | 1334 | 0.5075 | - | - | - | - | +| 1.3140 | 1335 | 0.4273 | - | - | - | - | +| 1.3150 | 1336 | 1.0254 | - | - | - | - | +| 1.3159 | 1337 | 0.895 | - | - | - | - | +| 1.3169 | 1338 | 0.6699 | - | - | - | - | +| 1.3179 | 1339 | 0.5603 | - | - | - | - | +| 1.3189 | 1340 | 0.6651 | - | - | - | - | +| 1.3199 | 1341 | 0.2131 | - | - | - | - | +| 1.3209 | 1342 | 0.4912 | - | - | - | - | +| 1.3219 | 1343 | 0.6365 | - | - | - | - | +| 1.3228 | 1344 | 0.4183 | - | - | - | - | +| 1.3238 | 1345 | 0.555 | - | - | - | - | +| 1.3248 | 1346 | 0.7718 | - | - | - | - | +| 1.3258 | 1347 | 1.2605 | - | - | - | - | +| 1.3268 | 1348 | 0.4897 | - | - | - | - | +| 1.3278 | 1349 | 0.5364 | - | - | - | - | +| 1.3287 | 1350 | 0.2149 | - | - | - | - | +| 1.3297 | 1351 | 0.8194 | - | - | - | - | +| 1.3307 | 1352 | 0.4944 | - | - | - | - | +| 1.3317 | 1353 | 0.9056 | - | - | - | - | +| 1.3327 | 1354 | 1.0409 | - | - | - | - | +| 1.3337 | 1355 | 1.379 | - | - | - | - | +| 1.3346 | 1356 | 0.3896 | - | - | - | - | +| 1.3356 | 1357 | 0.6206 | - | - | - | - | +| 1.3366 | 1358 | 0.5468 | - | - | - | - | +| 1.3376 | 1359 | 0.4268 | - | - | - | - | +| 1.3386 | 1360 | 0.4647 | - | - | - | - | +| 1.3396 | 1361 | 0.5162 | - | - | - | - | +| 1.3406 | 1362 | 0.6775 | - | - | - | - | +| 1.3415 | 1363 | 0.5889 | - | - | - | - | +| 1.3425 | 1364 | 0.8913 | - | - | - | - | +| 1.3435 | 1365 | 0.4086 | - | - | - | - | +| 1.3445 | 1366 | 0.5859 | - | - | - | - | +| 1.3455 | 1367 | 0.531 | - | - | - | - | +| 1.3465 | 1368 | 0.4143 | - | - | - | - | +| 1.3474 | 1369 | 0.493 | - | - | - | - | +| 1.3484 | 1370 | 0.5863 | - | - | - | - | +| 1.3494 | 1371 | 0.7581 | - | - | - | - | +| 1.3504 | 1372 | 0.9708 | - | - | - | - | +| 1.3514 | 1373 | 0.2478 | - | - | - | - | +| 1.3524 | 1374 | 1.4765 | - | - | - | - | +| 1.3533 | 1375 | 0.6349 | - | - | - | - | +| 1.3543 | 1376 | 0.8818 | - | - | - | - | +| 1.3553 | 1377 | 0.3951 | 0.7522 | 0.6147 | 0.5218 | 0.6893 | +| 1.3563 | 1378 | 0.5389 | - | - | - | - | +| 1.3573 | 1379 | 0.8855 | - | - | - | - | +| 1.3583 | 1380 | 1.4853 | - | - | - | - | +| 1.3593 | 1381 | 0.4334 | - | - | - | - | +| 1.3602 | 1382 | 1.185 | - | - | - | - | +| 1.3612 | 1383 | 0.9326 | - | - | - | - | +| 1.3622 | 1384 | 0.599 | - | - | - | - | +| 1.3632 | 1385 | 1.0678 | - | - | - | - | +| 1.3642 | 1386 | 0.8085 | - | - | - | - | +| 1.3652 | 1387 | 0.8788 | - | - | - | - | +| 1.3661 | 1388 | 0.67 | - | - | - | - | +| 1.3671 | 1389 | 0.8087 | - | - | - | - | +| 1.3681 | 1390 | 0.3291 | - | - | - | - | +| 1.3691 | 1391 | 0.66 | - | - | - | - | +| 1.3701 | 1392 | 0.4315 | - | - | - | - | +| 1.3711 | 1393 | 0.5049 | - | - | - | - | +| 1.3720 | 1394 | 0.3882 | - | - | - | - | +| 1.3730 | 1395 | 1.0489 | - | - | - | - | +| 1.3740 | 1396 | 0.48 | - | - | - | - | +| 1.375 | 1397 | 1.2194 | - | - | - | - | +| 1.3760 | 1398 | 0.7008 | - | - | - | - | +| 1.3770 | 1399 | 0.894 | - | - | - | - | +| 1.3780 | 1400 | 1.24 | - | - | - | - | +| 1.3789 | 1401 | 0.7041 | - | - | - | - | +| 1.3799 | 1402 | 0.3816 | - | - | - | - | +| 1.3809 | 1403 | 0.4578 | - | - | - | - | +| 1.3819 | 1404 | 0.4671 | - | - | - | - | +| 1.3829 | 1405 | 1.05 | - | - | - | - | +| 1.3839 | 1406 | 1.8844 | - | - | - | - | +| 1.3848 | 1407 | 0.8993 | - | - | - | - | +| 1.3858 | 1408 | 0.8769 | - | - | - | - | +| 1.3868 | 1409 | 0.3715 | - | - | - | - | +| 1.3878 | 1410 | 0.862 | - | - | - | - | +| 1.3888 | 1411 | 0.2813 | - | - | - | - | +| 1.3898 | 1412 | 0.2469 | - | - | - | - | +| 1.3907 | 1413 | 0.6913 | - | - | - | - | +| 1.3917 | 1414 | 0.4501 | - | - | - | - | +| 1.3927 | 1415 | 0.4488 | - | - | - | - | +| 1.3937 | 1416 | 0.9175 | - | - | - | - | +| 1.3947 | 1417 | 0.5717 | - | - | - | - | +| 1.3957 | 1418 | 0.6312 | - | - | - | - | +| 1.3967 | 1419 | 0.4169 | - | - | - | - | +| 1.3976 | 1420 | 1.0509 | - | - | - | - | +| 1.3986 | 1421 | 0.7645 | - | - | - | - | +| 1.3996 | 1422 | 0.8793 | - | - | - | - | +| 1.4006 | 1423 | 0.4623 | - | - | - | - | +| 1.4016 | 1424 | 1.0466 | - | - | - | - | +| 1.4026 | 1425 | 0.9142 | - | - | - | - | +| 1.4035 | 1426 | 0.7341 | - | - | - | - | +| 1.4045 | 1427 | 0.343 | - | - | - | - | +| 1.4055 | 1428 | 0.9336 | - | - | - | - | +| 1.4065 | 1429 | 0.2852 | - | - | - | - | +| 1.4075 | 1430 | 0.258 | - | - | - | - | +| 1.4085 | 1431 | 0.6507 | - | - | - | - | +| 1.4094 | 1432 | 0.6733 | - | - | - | - | +| 1.4104 | 1433 | 0.9762 | - | - | - | - | +| 1.4114 | 1434 | 0.1865 | - | - | - | - | +| 1.4124 | 1435 | 0.5412 | - | - | - | - | +| 1.4134 | 1436 | 0.5507 | - | - | - | - | +| 1.4144 | 1437 | 0.6734 | - | - | - | - | +| 1.4154 | 1438 | 0.6331 | - | - | - | - | +| 1.4163 | 1439 | 0.5477 | - | - | - | - | +| 1.4173 | 1440 | 0.493 | - | - | - | - | +| 1.4183 | 1441 | 0.6708 | - | - | - | - | +| 1.4193 | 1442 | 0.4402 | - | - | - | - | +| 1.4203 | 1443 | 1.5426 | - | - | - | - | +| 1.4213 | 1444 | 0.483 | - | - | - | - | +| 1.4222 | 1445 | 0.6425 | - | - | - | - | +| 1.4232 | 1446 | 0.8039 | - | - | - | - | +| 1.4242 | 1447 | 0.8185 | - | - | - | - | +| 1.4252 | 1448 | 1.1124 | - | - | - | - | +| 1.4262 | 1449 | 0.9253 | - | - | - | - | +| 1.4272 | 1450 | 1.3097 | - | - | - | - | +| 1.4281 | 1451 | 0.4352 | - | - | - | - | +| 1.4291 | 1452 | 0.7809 | - | - | - | - | +| 1.4301 | 1453 | 0.5639 | - | - | - | - | +| 1.4311 | 1454 | 0.6546 | - | - | - | - | +| 1.4321 | 1455 | 0.644 | - | - | - | - | +| 1.4331 | 1456 | 0.891 | - | - | - | - | +| 1.4341 | 1457 | 0.7778 | - | - | - | - | +| 1.4350 | 1458 | 0.3828 | - | - | - | - | +| 1.4360 | 1459 | 0.2598 | - | - | - | - | +| 1.4370 | 1460 | 0.9535 | - | - | - | - | +| 1.4380 | 1461 | 0.4564 | - | - | - | - | +| 1.4390 | 1462 | 0.2435 | - | - | - | - | +| 1.4400 | 1463 | 0.3064 | - | - | - | - | +| 1.4409 | 1464 | 0.6287 | - | - | - | - | +| 1.4419 | 1465 | 0.3884 | - | - | - | - | +| 1.4429 | 1466 | 0.8437 | - | - | - | - | +| 1.4439 | 1467 | 0.4804 | - | - | - | - | +| 1.4449 | 1468 | 0.3724 | - | - | - | - | +| 1.4459 | 1469 | 0.5828 | - | - | - | - | +| 1.4469 | 1470 | 0.7696 | - | - | - | - | +| 1.4478 | 1471 | 0.8469 | - | - | - | - | +| 1.4488 | 1472 | 0.4554 | - | - | - | - | +| 1.4498 | 1473 | 0.2414 | - | - | - | - | +| 1.4508 | 1474 | 0.5172 | - | - | - | - | +| 1.4518 | 1475 | 0.5951 | - | - | - | - | +| 1.4528 | 1476 | 1.1616 | - | - | - | - | +| 1.4537 | 1477 | 0.8693 | - | - | - | - | +| 1.4547 | 1478 | 0.524 | - | - | - | - | +| 1.4557 | 1479 | 0.4673 | - | - | - | - | +| 1.4567 | 1480 | 0.3573 | - | - | - | - | +| 1.4577 | 1481 | 0.3688 | - | - | - | - | +| 1.4587 | 1482 | 0.6607 | - | - | - | - | +| 1.4596 | 1483 | 0.1564 | - | - | - | - | +| 1.4606 | 1484 | 1.0894 | - | - | - | - | +| 1.4616 | 1485 | 0.3176 | - | - | - | - | +| 1.4626 | 1486 | 0.511 | - | - | - | - | +| 1.4636 | 1487 | 0.7712 | - | - | - | - | +| 1.4646 | 1488 | 0.6294 | - | - | - | - | +| 1.4656 | 1489 | 0.518 | - | - | - | - | +| 1.4665 | 1490 | 0.6499 | - | - | - | - | +| 1.4675 | 1491 | 0.6263 | - | - | - | - | +| 1.4685 | 1492 | 0.5123 | - | - | - | - | +| 1.4695 | 1493 | 0.465 | - | - | - | - | +| 1.4705 | 1494 | 0.5224 | - | - | - | - | +| 1.4715 | 1495 | 0.9398 | - | - | - | - | +| 1.4724 | 1496 | 0.4608 | - | - | - | - | +| 1.4734 | 1497 | 0.3787 | - | - | - | - | +| 1.4744 | 1498 | 0.4767 | - | - | - | - | +| 1.4754 | 1499 | 0.3481 | - | - | - | - | +| 1.4764 | 1500 | 0.5924 | - | - | - | - | +| 1.4774 | 1501 | 0.5202 | - | - | - | - | +| 1.4783 | 1502 | 1.1383 | - | - | - | - | +| 1.4793 | 1503 | 0.473 | - | - | - | - | +| 1.4803 | 1504 | 0.2584 | - | - | - | - | +| 1.4813 | 1505 | 1.0639 | - | - | - | - | +| 1.4823 | 1506 | 0.564 | - | - | - | - | +| 1.4833 | 1507 | 0.7819 | - | - | - | - | +| 1.4843 | 1508 | 0.7226 | - | - | - | - | +| 1.4852 | 1509 | 0.5971 | - | - | - | - | +| 1.4862 | 1510 | 0.6205 | - | - | - | - | +| 1.4872 | 1511 | 0.8551 | - | - | - | - | +| 1.4882 | 1512 | 1.4143 | - | - | - | - | +| 1.4892 | 1513 | 0.3514 | - | - | - | - | +| 1.4902 | 1514 | 2.243 | - | - | - | - | +| 1.4911 | 1515 | 0.3916 | - | - | - | - | +| 1.4921 | 1516 | 0.8289 | - | - | - | - | +| 1.4931 | 1517 | 0.5227 | - | - | - | - | +| 1.4941 | 1518 | 0.3593 | - | - | - | - | +| 1.4951 | 1519 | 0.3856 | - | - | - | - | +| 1.4961 | 1520 | 0.2703 | - | - | - | - | +| 1.4970 | 1521 | 1.0162 | - | - | - | - | +| 1.4980 | 1522 | 0.5613 | - | - | - | - | +| 1.4990 | 1523 | 0.8964 | - | - | - | - | +| 1.5 | 1524 | 0.546 | - | - | - | - | +| 1.5010 | 1525 | 0.3827 | - | - | - | - | +| 1.5020 | 1526 | 0.4451 | - | - | - | - | +| 1.5030 | 1527 | 0.7627 | - | - | - | - | +| 1.5039 | 1528 | 0.4021 | - | - | - | - | +| 1.5049 | 1529 | 0.9789 | - | - | - | - | +| 1.5059 | 1530 | 0.588 | 0.7326 | 0.6466 | 0.5101 | 0.6969 | +| 1.5069 | 1531 | 0.2848 | - | - | - | - | +| 1.5079 | 1532 | 0.4957 | - | - | - | - | +| 1.5089 | 1533 | 0.1843 | - | - | - | - | +| 1.5098 | 1534 | 1.4668 | - | - | - | - | +| 1.5108 | 1535 | 0.4216 | - | - | - | - | +| 1.5118 | 1536 | 0.6761 | - | - | - | - | +| 1.5128 | 1537 | 0.1538 | - | - | - | - | +| 1.5138 | 1538 | 0.6587 | - | - | - | - | +| 1.5148 | 1539 | 0.2875 | - | - | - | - | +| 1.5157 | 1540 | 0.2036 | - | - | - | - | +| 1.5167 | 1541 | 0.715 | - | - | - | - | +| 1.5177 | 1542 | 0.5181 | - | - | - | - | +| 1.5187 | 1543 | 0.6573 | - | - | - | - | +| 1.5197 | 1544 | 0.7494 | - | - | - | - | +| 1.5207 | 1545 | 0.5275 | - | - | - | - | +| 1.5217 | 1546 | 0.4506 | - | - | - | - | +| 1.5226 | 1547 | 0.726 | - | - | - | - | +| 1.5236 | 1548 | 0.3336 | - | - | - | - | +| 1.5246 | 1549 | 1.3186 | - | - | - | - | +| 1.5256 | 1550 | 0.8029 | - | - | - | - | +| 1.5266 | 1551 | 0.6675 | - | - | - | - | +| 1.5276 | 1552 | 0.4343 | - | - | - | - | +| 1.5285 | 1553 | 0.4902 | - | - | - | - | +| 1.5295 | 1554 | 0.4472 | - | - | - | - | +| 1.5305 | 1555 | 0.6886 | - | - | - | - | +| 1.5315 | 1556 | 1.133 | - | - | - | - | +| 1.5325 | 1557 | 0.4037 | - | - | - | - | +| 1.5335 | 1558 | 0.2597 | - | - | - | - | +| 1.5344 | 1559 | 0.7336 | - | - | - | - | +| 1.5354 | 1560 | 1.0777 | - | - | - | - | +| 1.5364 | 1561 | 1.3634 | - | - | - | - | +| 1.5374 | 1562 | 0.7729 | - | - | - | - | +| 1.5384 | 1563 | 1.8108 | - | - | - | - | +| 1.5394 | 1564 | 0.5194 | - | - | - | - | +| 1.5404 | 1565 | 0.2106 | - | - | - | - | +| 1.5413 | 1566 | 0.5281 | - | - | - | - | +| 1.5423 | 1567 | 0.3398 | - | - | - | - | +| 1.5433 | 1568 | 0.9779 | - | - | - | - | +| 1.5443 | 1569 | 0.6771 | - | - | - | - | +| 1.5453 | 1570 | 0.8631 | - | - | - | - | +| 1.5463 | 1571 | 0.5849 | - | - | - | - | +| 1.5472 | 1572 | 0.5975 | - | - | - | - | +| 1.5482 | 1573 | 0.6461 | - | - | - | - | +| 1.5492 | 1574 | 0.3175 | - | - | - | - | +| 1.5502 | 1575 | 0.7706 | - | - | - | - | +| 1.5512 | 1576 | 1.2396 | - | - | - | - | +| 1.5522 | 1577 | 0.5457 | - | - | - | - | +| 1.5531 | 1578 | 0.5688 | - | - | - | - | +| 1.5541 | 1579 | 0.6901 | - | - | - | - | +| 1.5551 | 1580 | 0.5043 | - | - | - | - | +| 1.5561 | 1581 | 1.3952 | - | - | - | - | +| 1.5571 | 1582 | 1.0306 | - | - | - | - | +| 1.5581 | 1583 | 0.6551 | - | - | - | - | +| 1.5591 | 1584 | 0.4972 | - | - | - | - | +| 1.5600 | 1585 | 0.479 | - | - | - | - | +| 1.5610 | 1586 | 0.8781 | - | - | - | - | +| 1.5620 | 1587 | 1.0491 | - | - | - | - | +| 1.5630 | 1588 | 0.5971 | - | - | - | - | +| 1.5640 | 1589 | 0.3664 | - | - | - | - | +| 1.5650 | 1590 | 0.4961 | - | - | - | - | +| 1.5659 | 1591 | 0.1262 | - | - | - | - | +| 1.5669 | 1592 | 0.3932 | - | - | - | - | +| 1.5679 | 1593 | 0.5438 | - | - | - | - | +| 1.5689 | 1594 | 0.366 | - | - | - | - | +| 1.5699 | 1595 | 0.8283 | - | - | - | - | +| 1.5709 | 1596 | 0.8132 | - | - | - | - | +| 1.5719 | 1597 | 0.5428 | - | - | - | - | +| 1.5728 | 1598 | 0.4288 | - | - | - | - | +| 1.5738 | 1599 | 0.7339 | - | - | - | - | +| 1.5748 | 1600 | 0.6724 | - | - | - | - | +| 1.5758 | 1601 | 0.5732 | - | - | - | - | +| 1.5768 | 1602 | 0.165 | - | - | - | - | +| 1.5778 | 1603 | 0.7889 | - | - | - | - | +| 1.5787 | 1604 | 0.7041 | - | - | - | - | +| 1.5797 | 1605 | 0.5951 | - | - | - | - | +| 1.5807 | 1606 | 0.4587 | - | - | - | - | +| 1.5817 | 1607 | 0.6667 | - | - | - | - | +| 1.5827 | 1608 | 0.4452 | - | - | - | - | +| 1.5837 | 1609 | 0.2984 | - | - | - | - | +| 1.5846 | 1610 | 0.2643 | - | - | - | - | +| 1.5856 | 1611 | 0.8992 | - | - | - | - | +| 1.5866 | 1612 | 0.608 | - | - | - | - | +| 1.5876 | 1613 | 0.8575 | - | - | - | - | +| 1.5886 | 1614 | 0.2714 | - | - | - | - | +| 1.5896 | 1615 | 0.4766 | - | - | - | - | +| 1.5906 | 1616 | 0.4286 | - | - | - | - | +| 1.5915 | 1617 | 0.384 | - | - | - | - | +| 1.5925 | 1618 | 0.3322 | - | - | - | - | +| 1.5935 | 1619 | 0.4917 | - | - | - | - | +| 1.5945 | 1620 | 0.2052 | - | - | - | - | +| 1.5955 | 1621 | 0.4616 | - | - | - | - | +| 1.5965 | 1622 | 0.6446 | - | - | - | - | +| 1.5974 | 1623 | 0.7428 | - | - | - | - | +| 1.5984 | 1624 | 0.7618 | - | - | - | - | +| 1.5994 | 1625 | 0.3268 | - | - | - | - | +| 1.6004 | 1626 | 0.2086 | - | - | - | - | +| 1.6014 | 1627 | 0.4383 | - | - | - | - | +| 1.6024 | 1628 | 0.5524 | - | - | - | - | +| 1.6033 | 1629 | 0.3591 | - | - | - | - | +| 1.6043 | 1630 | 0.1176 | - | - | - | - | +| 1.6053 | 1631 | 1.1557 | - | - | - | - | +| 1.6063 | 1632 | 0.6375 | - | - | - | - | +| 1.6073 | 1633 | 0.5563 | - | - | - | - | +| 1.6083 | 1634 | 1.0859 | - | - | - | - | +| 1.6093 | 1635 | 0.7384 | - | - | - | - | +| 1.6102 | 1636 | 0.3059 | - | - | - | - | +| 1.6112 | 1637 | 0.7034 | - | - | - | - | +| 1.6122 | 1638 | 0.6495 | - | - | - | - | +| 1.6132 | 1639 | 0.5121 | - | - | - | - | +| 1.6142 | 1640 | 0.3473 | - | - | - | - | +| 1.6152 | 1641 | 0.3447 | - | - | - | - | +| 1.6161 | 1642 | 0.5997 | - | - | - | - | +| 1.6171 | 1643 | 0.8563 | - | - | - | - | +| 1.6181 | 1644 | 0.3372 | - | - | - | - | +| 1.6191 | 1645 | 1.0262 | - | - | - | - | +| 1.6201 | 1646 | 0.393 | - | - | - | - | +| 1.6211 | 1647 | 0.3937 | - | - | - | - | +| 1.6220 | 1648 | 0.975 | - | - | - | - | +| 1.6230 | 1649 | 0.6906 | - | - | - | - | +| 1.6240 | 1650 | 0.5405 | - | - | - | - | +| 1.625 | 1651 | 0.4693 | - | - | - | - | +| 1.6260 | 1652 | 0.5488 | - | - | - | - | +| 1.6270 | 1653 | 0.4237 | - | - | - | - | +| 1.6280 | 1654 | 0.658 | - | - | - | - | +| 1.6289 | 1655 | 0.9406 | - | - | - | - | +| 1.6299 | 1656 | 0.5151 | - | - | - | - | +| 1.6309 | 1657 | 0.2421 | - | - | - | - | +| 1.6319 | 1658 | 0.8784 | - | - | - | - | +| 1.6329 | 1659 | 0.4185 | - | - | - | - | +| 1.6339 | 1660 | 0.4951 | - | - | - | - | +| 1.6348 | 1661 | 1.3294 | - | - | - | - | +| 1.6358 | 1662 | 0.6635 | - | - | - | - | +| 1.6368 | 1663 | 0.4767 | - | - | - | - | +| 1.6378 | 1664 | 0.8853 | - | - | - | - | +| 1.6388 | 1665 | 0.3292 | - | - | - | - | +| 1.6398 | 1666 | 0.4556 | - | - | - | - | +| 1.6407 | 1667 | 0.3158 | - | - | - | - | +| 1.6417 | 1668 | 0.7745 | - | - | - | - | +| 1.6427 | 1669 | 0.5706 | - | - | - | - | +| 1.6437 | 1670 | 0.4708 | - | - | - | - | +| 1.6447 | 1671 | 1.0001 | - | - | - | - | +| 1.6457 | 1672 | 0.3657 | - | - | - | - | +| 1.6467 | 1673 | 0.5173 | - | - | - | - | +| 1.6476 | 1674 | 0.584 | - | - | - | - | +| 1.6486 | 1675 | 0.4782 | - | - | - | - | +| 1.6496 | 1676 | 1.1817 | - | - | - | - | +| 1.6506 | 1677 | 0.5823 | - | - | - | - | +| 1.6516 | 1678 | 0.6579 | - | - | - | - | +| 1.6526 | 1679 | 0.6332 | - | - | - | - | +| 1.6535 | 1680 | 0.8395 | - | - | - | - | +| 1.6545 | 1681 | 0.486 | - | - | - | - | +| 1.6555 | 1682 | 1.1842 | - | - | - | - | +| 1.6565 | 1683 | 0.5918 | 0.7026 | 0.6599 | 0.5140 | 0.6904 | +| 1.6575 | 1684 | 0.4818 | - | - | - | - | +| 1.6585 | 1685 | 0.2778 | - | - | - | - | +| 1.6594 | 1686 | 0.2085 | - | - | - | - | +| 1.6604 | 1687 | 0.825 | - | - | - | - | +| 1.6614 | 1688 | 0.3304 | - | - | - | - | +| 1.6624 | 1689 | 1.0776 | - | - | - | - | +| 1.6634 | 1690 | 0.4255 | - | - | - | - | +| 1.6644 | 1691 | 0.1358 | - | - | - | - | +| 1.6654 | 1692 | 0.3624 | - | - | - | - | +| 1.6663 | 1693 | 0.7943 | - | - | - | - | +| 1.6673 | 1694 | 0.7367 | - | - | - | - | +| 1.6683 | 1695 | 0.9489 | - | - | - | - | +| 1.6693 | 1696 | 0.4323 | - | - | - | - | +| 1.6703 | 1697 | 0.4374 | - | - | - | - | +| 1.6713 | 1698 | 0.2878 | - | - | - | - | +| 1.6722 | 1699 | 0.8243 | - | - | - | - | +| 1.6732 | 1700 | 0.5028 | - | - | - | - | +| 1.6742 | 1701 | 0.4705 | - | - | - | - | +| 1.6752 | 1702 | 0.4235 | - | - | - | - | +| 1.6762 | 1703 | 0.355 | - | - | - | - | +| 1.6772 | 1704 | 0.8231 | - | - | - | - | +| 1.6781 | 1705 | 0.5603 | - | - | - | - | +| 1.6791 | 1706 | 0.0942 | - | - | - | - | +| 1.6801 | 1707 | 0.463 | - | - | - | - | +| 1.6811 | 1708 | 0.153 | - | - | - | - | +| 1.6821 | 1709 | 0.8333 | - | - | - | - | +| 1.6831 | 1710 | 0.3173 | - | - | - | - | +| 1.6841 | 1711 | 0.6905 | - | - | - | - | +| 1.6850 | 1712 | 0.5572 | - | - | - | - | +| 1.6860 | 1713 | 0.2381 | - | - | - | - | +| 1.6870 | 1714 | 0.9946 | - | - | - | - | +| 1.6880 | 1715 | 0.5725 | - | - | - | - | +| 1.6890 | 1716 | 0.2278 | - | - | - | - | +| 1.6900 | 1717 | 0.5617 | - | - | - | - | +| 1.6909 | 1718 | 1.071 | - | - | - | - | +| 1.6919 | 1719 | 1.9854 | - | - | - | - | +| 1.6929 | 1720 | 0.6289 | - | - | - | - | +| 1.6939 | 1721 | 0.4823 | - | - | - | - | +| 1.6949 | 1722 | 0.2182 | - | - | - | - | +| 1.6959 | 1723 | 0.2221 | - | - | - | - | +| 1.6969 | 1724 | 0.8107 | - | - | - | - | +| 1.6978 | 1725 | 0.8205 | - | - | - | - | +| 1.6988 | 1726 | 0.3824 | - | - | - | - | +| 1.6998 | 1727 | 0.6142 | - | - | - | - | +| 1.7008 | 1728 | 0.7923 | - | - | - | - | +| 1.7018 | 1729 | 0.6371 | - | - | - | - | +| 1.7028 | 1730 | 0.9596 | - | - | - | - | +| 1.7037 | 1731 | 0.3392 | - | - | - | - | +| 1.7047 | 1732 | 0.856 | - | - | - | - | +| 1.7057 | 1733 | 1.0407 | - | - | - | - | +| 1.7067 | 1734 | 0.6108 | - | - | - | - | +| 1.7077 | 1735 | 0.4197 | - | - | - | - | +| 1.7087 | 1736 | 0.945 | - | - | - | - | +| 1.7096 | 1737 | 0.2771 | - | - | - | - | +| 1.7106 | 1738 | 0.3732 | - | - | - | - | +| 1.7116 | 1739 | 0.249 | - | - | - | - | +| 1.7126 | 1740 | 0.331 | - | - | - | - | +| 1.7136 | 1741 | 0.6882 | - | - | - | - | +| 1.7146 | 1742 | 0.3609 | - | - | - | - | +| 1.7156 | 1743 | 0.3878 | - | - | - | - | +| 1.7165 | 1744 | 0.3484 | - | - | - | - | +| 1.7175 | 1745 | 1.1531 | - | - | - | - | +| 1.7185 | 1746 | 0.486 | - | - | - | - | +| 1.7195 | 1747 | 0.2869 | - | - | - | - | +| 1.7205 | 1748 | 0.1983 | - | - | - | - | +| 1.7215 | 1749 | 0.377 | - | - | - | - | +| 1.7224 | 1750 | 0.373 | - | - | - | - | +| 1.7234 | 1751 | 0.7411 | - | - | - | - | +| 1.7244 | 1752 | 0.3041 | - | - | - | - | +| 1.7254 | 1753 | 0.3193 | - | - | - | - | +| 1.7264 | 1754 | 0.1406 | - | - | - | - | +| 1.7274 | 1755 | 0.3105 | - | - | - | - | +| 1.7283 | 1756 | 0.365 | - | - | - | - | +| 1.7293 | 1757 | 0.478 | - | - | - | - | +| 1.7303 | 1758 | 1.0871 | - | - | - | - | +| 1.7313 | 1759 | 0.4599 | - | - | - | - | +| 1.7323 | 1760 | 0.2112 | - | - | - | - | +| 1.7333 | 1761 | 0.6315 | - | - | - | - | +| 1.7343 | 1762 | 0.7519 | - | - | - | - | +| 1.7352 | 1763 | 1.1257 | - | - | - | - | +| 1.7362 | 1764 | 0.4301 | - | - | - | - | +| 1.7372 | 1765 | 0.5459 | - | - | - | - | +| 1.7382 | 1766 | 0.688 | - | - | - | - | +| 1.7392 | 1767 | 0.7211 | - | - | - | - | +| 1.7402 | 1768 | 0.6589 | - | - | - | - | +| 1.7411 | 1769 | 0.3702 | - | - | - | - | +| 1.7421 | 1770 | 0.2318 | - | - | - | - | +| 1.7431 | 1771 | 0.3045 | - | - | - | - | +| 1.7441 | 1772 | 0.381 | - | - | - | - | +| 1.7451 | 1773 | 0.984 | - | - | - | - | +| 1.7461 | 1774 | 0.4269 | - | - | - | - | +| 1.7470 | 1775 | 0.4809 | - | - | - | - | +| 1.7480 | 1776 | 0.5388 | - | - | - | - | +| 1.7490 | 1777 | 1.0426 | - | - | - | - | +| 1.75 | 1778 | 0.4852 | - | - | - | - | +| 1.7510 | 1779 | 0.6473 | - | - | - | - | +| 1.7520 | 1780 | 0.4637 | - | - | - | - | +| 1.7530 | 1781 | 0.7861 | - | - | - | - | +| 1.7539 | 1782 | 0.9019 | - | - | - | - | +| 1.7549 | 1783 | 0.5938 | - | - | - | - | +| 1.7559 | 1784 | 0.4754 | - | - | - | - | +| 1.7569 | 1785 | 1.0763 | - | - | - | - | +| 1.7579 | 1786 | 0.2995 | - | - | - | - | +| 1.7589 | 1787 | 0.535 | - | - | - | - | +| 1.7598 | 1788 | 0.3883 | - | - | - | - | +| 1.7608 | 1789 | 0.3746 | - | - | - | - | +| 1.7618 | 1790 | 0.7878 | - | - | - | - | +| 1.7628 | 1791 | 0.334 | - | - | - | - | +| 1.7638 | 1792 | 0.9061 | - | - | - | - | +| 1.7648 | 1793 | 0.5657 | - | - | - | - | +| 1.7657 | 1794 | 0.8639 | - | - | - | - | +| 1.7667 | 1795 | 0.648 | - | - | - | - | +| 1.7677 | 1796 | 0.5737 | - | - | - | - | +| 1.7687 | 1797 | 0.6318 | - | - | - | - | +| 1.7697 | 1798 | 1.003 | - | - | - | - | +| 1.7707 | 1799 | 0.7127 | - | - | - | - | +| 1.7717 | 1800 | 0.33 | - | - | - | - | +| 1.7726 | 1801 | 0.6338 | - | - | - | - | +| 1.7736 | 1802 | 0.8115 | - | - | - | - | +| 1.7746 | 1803 | 0.5626 | - | - | - | - | +| 1.7756 | 1804 | 0.8565 | - | - | - | - | +| 1.7766 | 1805 | 0.6183 | - | - | - | - | +| 1.7776 | 1806 | 0.4151 | - | - | - | - | +| 1.7785 | 1807 | 0.8111 | - | - | - | - | +| 1.7795 | 1808 | 0.2495 | - | - | - | - | +| 1.7805 | 1809 | 0.5267 | - | - | - | - | +| 1.7815 | 1810 | 0.4687 | - | - | - | - | +| 1.7825 | 1811 | 0.6576 | - | - | - | - | +| 1.7835 | 1812 | 0.4489 | - | - | - | - | +| 1.7844 | 1813 | 0.2523 | - | - | - | - | +| 1.7854 | 1814 | 1.0483 | - | - | - | - | +| 1.7864 | 1815 | 0.3089 | - | - | - | - | +| 1.7874 | 1816 | 1.2254 | - | - | - | - | +| 1.7884 | 1817 | 0.8332 | - | - | - | - | +| 1.7894 | 1818 | 0.4108 | - | - | - | - | +| 1.7904 | 1819 | 0.3647 | - | - | - | - | +| 1.7913 | 1820 | 0.2217 | - | - | - | - | +| 1.7923 | 1821 | 0.5796 | - | - | - | - | +| 1.7933 | 1822 | 0.5114 | - | - | - | - | +| 1.7943 | 1823 | 0.2156 | - | - | - | - | +| 1.7953 | 1824 | 0.4107 | - | - | - | - | +| 1.7963 | 1825 | 0.9586 | - | - | - | - | +| 1.7972 | 1826 | 0.1446 | - | - | - | - | +| 1.7982 | 1827 | 0.0991 | - | - | - | - | +| 1.7992 | 1828 | 0.472 | - | - | - | - | +| 1.8002 | 1829 | 0.6334 | - | - | - | - | +| 1.8012 | 1830 | 0.8573 | - | - | - | - | +| 1.8022 | 1831 | 0.4909 | - | - | - | - | +| 1.8031 | 1832 | 0.2107 | - | - | - | - | +| 1.8041 | 1833 | 0.3745 | - | - | - | - | +| 1.8051 | 1834 | 0.2491 | - | - | - | - | +| 1.8061 | 1835 | 1.4215 | - | - | - | - | +| 1.8071 | 1836 | 0.5273 | 0.6583 | 0.6688 | 0.5226 | 0.6972 | +| 1.8081 | 1837 | 0.4595 | - | - | - | - | +| 1.8091 | 1838 | 0.7292 | - | - | - | - | +| 1.8100 | 1839 | 0.2475 | - | - | - | - | +| 1.8110 | 1840 | 0.1717 | - | - | - | - | +| 1.8120 | 1841 | 0.484 | - | - | - | - | +| 1.8130 | 1842 | 0.5428 | - | - | - | - | +| 1.8140 | 1843 | 0.5466 | - | - | - | - | +| 1.8150 | 1844 | 0.4286 | - | - | - | - | +| 1.8159 | 1845 | 0.7834 | - | - | - | - | +| 1.8169 | 1846 | 0.9017 | - | - | - | - | +| 1.8179 | 1847 | 0.6578 | - | - | - | - | +| 1.8189 | 1848 | 0.3558 | - | - | - | - | +| 1.8199 | 1849 | 0.4255 | - | - | - | - | +| 1.8209 | 1850 | 0.1765 | - | - | - | - | +| 1.8219 | 1851 | 0.4543 | - | - | - | - | +| 1.8228 | 1852 | 0.4977 | - | - | - | - | +| 1.8238 | 1853 | 0.9087 | - | - | - | - | +| 1.8248 | 1854 | 0.1289 | - | - | - | - | +| 1.8258 | 1855 | 0.4927 | - | - | - | - | +| 1.8268 | 1856 | 0.2055 | - | - | - | - | +| 1.8278 | 1857 | 0.5921 | - | - | - | - | +| 1.8287 | 1858 | 0.5854 | - | - | - | - | +| 1.8297 | 1859 | 0.65 | - | - | - | - | +| 1.8307 | 1860 | 0.3905 | - | - | - | - | +| 1.8317 | 1861 | 0.3033 | - | - | - | - | +| 1.8327 | 1862 | 0.9375 | - | - | - | - | +| 1.8337 | 1863 | 0.7983 | - | - | - | - | +| 1.8346 | 1864 | 0.2748 | - | - | - | - | +| 1.8356 | 1865 | 0.2819 | - | - | - | - | +| 1.8366 | 1866 | 0.5683 | - | - | - | - | +| 1.8376 | 1867 | 0.4445 | - | - | - | - | +| 1.8386 | 1868 | 0.6943 | - | - | - | - | +| 1.8396 | 1869 | 0.345 | - | - | - | - | +| 1.8406 | 1870 | 0.3122 | - | - | - | - | +| 1.8415 | 1871 | 0.3699 | - | - | - | - | +| 1.8425 | 1872 | 0.7276 | - | - | - | - | +| 1.8435 | 1873 | 0.7885 | - | - | - | - | +| 1.8445 | 1874 | 0.3389 | - | - | - | - | +| 1.8455 | 1875 | 0.7737 | - | - | - | - | +| 1.8465 | 1876 | 0.6218 | - | - | - | - | +| 1.8474 | 1877 | 0.5406 | - | - | - | - | +| 1.8484 | 1878 | 0.2269 | - | - | - | - | +| 1.8494 | 1879 | 0.5565 | - | - | - | - | +| 1.8504 | 1880 | 0.5396 | - | - | - | - | +| 1.8514 | 1881 | 0.7901 | - | - | - | - | +| 1.8524 | 1882 | 0.4403 | - | - | - | - | +| 1.8533 | 1883 | 0.628 | - | - | - | - | +| 1.8543 | 1884 | 0.2079 | - | - | - | - | +| 1.8553 | 1885 | 0.8746 | - | - | - | - | +| 1.8563 | 1886 | 0.6964 | - | - | - | - | +| 1.8573 | 1887 | 0.324 | - | - | - | - | +| 1.8583 | 1888 | 0.2366 | - | - | - | - | +| 1.8593 | 1889 | 0.5403 | - | - | - | - | +| 1.8602 | 1890 | 0.7417 | - | - | - | - | +| 1.8612 | 1891 | 0.576 | - | - | - | - | +| 1.8622 | 1892 | 0.3191 | - | - | - | - | +| 1.8632 | 1893 | 0.7684 | - | - | - | - | +| 1.8642 | 1894 | 0.5849 | - | - | - | - | +| 1.8652 | 1895 | 0.6496 | - | - | - | - | +| 1.8661 | 1896 | 0.3471 | - | - | - | - | +| 1.8671 | 1897 | 0.3582 | - | - | - | - | +| 1.8681 | 1898 | 0.4418 | - | - | - | - | +| 1.8691 | 1899 | 0.7053 | - | - | - | - | +| 1.8701 | 1900 | 0.436 | - | - | - | - | +| 1.8711 | 1901 | 0.8283 | - | - | - | - | +| 1.8720 | 1902 | 0.5635 | - | - | - | - | +| 1.8730 | 1903 | 0.4921 | - | - | - | - | +| 1.8740 | 1904 | 0.2843 | - | - | - | - | +| 1.875 | 1905 | 0.3578 | - | - | - | - | +| 1.8760 | 1906 | 0.5495 | - | - | - | - | +| 1.8770 | 1907 | 0.567 | - | - | - | - | +| 1.8780 | 1908 | 0.6658 | - | - | - | - | +| 1.8789 | 1909 | 0.741 | - | - | - | - | +| 1.8799 | 1910 | 0.8485 | - | - | - | - | +| 1.8809 | 1911 | 0.3136 | - | - | - | - | +| 1.8819 | 1912 | 0.3753 | - | - | - | - | +| 1.8829 | 1913 | 0.3434 | - | - | - | - | +| 1.8839 | 1914 | 0.4035 | - | - | - | - | +| 1.8848 | 1915 | 0.6502 | - | - | - | - | +| 1.8858 | 1916 | 0.335 | - | - | - | - | +| 1.8868 | 1917 | 0.6374 | - | - | - | - | +| 1.8878 | 1918 | 0.8368 | - | - | - | - | +| 1.8888 | 1919 | 0.2835 | - | - | - | - | +| 1.8898 | 1920 | 0.8733 | - | - | - | - | +| 1.8907 | 1921 | 0.2776 | - | - | - | - | +| 1.8917 | 1922 | 0.4738 | - | - | - | - | +| 1.8927 | 1923 | 0.7217 | - | - | - | - | +| 1.8937 | 1924 | 0.8127 | - | - | - | - | +| 1.8947 | 1925 | 0.4527 | - | - | - | - | +| 1.8957 | 1926 | 0.7141 | - | - | - | - | +| 1.8967 | 1927 | 0.257 | - | - | - | - | +| 1.8976 | 1928 | 0.6537 | - | - | - | - | +| 1.8986 | 1929 | 0.6333 | - | - | - | - | +| 1.8996 | 1930 | 0.236 | - | - | - | - | +| 1.9006 | 1931 | 0.2141 | - | - | - | - | +| 1.9016 | 1932 | 0.2644 | - | - | - | - | +| 1.9026 | 1933 | 0.2762 | - | - | - | - | +| 1.9035 | 1934 | 0.402 | - | - | - | - | +| 1.9045 | 1935 | 0.727 | - | - | - | - | +| 1.9055 | 1936 | 1.1796 | - | - | - | - | +| 1.9065 | 1937 | 0.5995 | - | - | - | - | +| 1.9075 | 1938 | 0.2578 | - | - | - | - | +| 1.9085 | 1939 | 0.6926 | - | - | - | - | +| 1.9094 | 1940 | 0.6428 | - | - | - | - | +| 1.9104 | 1941 | 0.158 | - | - | - | - | +| 1.9114 | 1942 | 0.7288 | - | - | - | - | +| 1.9124 | 1943 | 0.6368 | - | - | - | - | +| 1.9134 | 1944 | 0.4142 | - | - | - | - | +| 1.9144 | 1945 | 0.6299 | - | - | - | - | +| 1.9154 | 1946 | 0.4991 | - | - | - | - | +| 1.9163 | 1947 | 0.5262 | - | - | - | - | +| 1.9173 | 1948 | 0.35 | - | - | - | - | +| 1.9183 | 1949 | 1.0507 | - | - | - | - | +| 1.9193 | 1950 | 1.1313 | - | - | - | - | +| 1.9203 | 1951 | 0.3222 | - | - | - | - | +| 1.9213 | 1952 | 0.4616 | - | - | - | - | +| 1.9222 | 1953 | 0.5276 | - | - | - | - | +| 1.9232 | 1954 | 0.6014 | - | - | - | - | +| 1.9242 | 1955 | 0.3682 | - | - | - | - | +| 1.9252 | 1956 | 0.6999 | - | - | - | - | +| 1.9262 | 1957 | 0.3223 | - | - | - | - | +| 1.9272 | 1958 | 0.5748 | - | - | - | - | +| 1.9281 | 1959 | 0.2562 | - | - | - | - | +| 1.9291 | 1960 | 0.7111 | - | - | - | - | +| 1.9301 | 1961 | 0.6036 | - | - | - | - | +| 1.9311 | 1962 | 0.2651 | - | - | - | - | +| 1.9321 | 1963 | 0.4267 | - | - | - | - | +| 1.9331 | 1964 | 0.3572 | - | - | - | - | +| 1.9341 | 1965 | 0.1698 | - | - | - | - | +| 1.9350 | 1966 | 0.1659 | - | - | - | - | +| 1.9360 | 1967 | 0.4387 | - | - | - | - | +| 1.9370 | 1968 | 0.8473 | - | - | - | - | +| 1.9380 | 1969 | 0.3323 | - | - | - | - | +| 1.9390 | 1970 | 0.6246 | - | - | - | - | +| 1.9400 | 1971 | 0.2985 | - | - | - | - | +| 1.9409 | 1972 | 0.2729 | - | - | - | - | +| 1.9419 | 1973 | 0.3262 | - | - | - | - | +| 1.9429 | 1974 | 0.2995 | - | - | - | - | +| 1.9439 | 1975 | 0.4751 | - | - | - | - | +| 1.9449 | 1976 | 0.3349 | - | - | - | - | +| 1.9459 | 1977 | 0.343 | - | - | - | - | +| 1.9469 | 1978 | 0.2648 | - | - | - | - | +| 1.9478 | 1979 | 0.389 | - | - | - | - | +| 1.9488 | 1980 | 1.2056 | - | - | - | - | +| 1.9498 | 1981 | 0.4393 | - | - | - | - | +| 1.9508 | 1982 | 0.292 | - | - | - | - | +| 1.9518 | 1983 | 0.7443 | - | - | - | - | +| 1.9528 | 1984 | 0.1946 | - | - | - | - | +| 1.9537 | 1985 | 1.0972 | - | - | - | - | +| 1.9547 | 1986 | 0.6114 | - | - | - | - | +| 1.9557 | 1987 | 0.5224 | - | - | - | - | +| 1.9567 | 1988 | 0.4773 | - | - | - | - | +| 1.9577 | 1989 | 0.8126 | 0.6398 | 0.6625 | 0.5200 | 0.7030 | +| 1.9587 | 1990 | 0.9602 | - | - | - | - | +| 1.9596 | 1991 | 0.1188 | - | - | - | - | +| 1.9606 | 1992 | 0.6278 | - | - | - | - | +| 1.9616 | 1993 | 0.4647 | - | - | - | - | +| 1.9626 | 1994 | 0.4902 | - | - | - | - | +| 1.9636 | 1995 | 0.3656 | - | - | - | - | +| 1.9646 | 1996 | 0.5947 | - | - | - | - | +| 1.9656 | 1997 | 0.2003 | - | - | - | - | +| 1.9665 | 1998 | 0.6722 | - | - | - | - | +| 1.9675 | 1999 | 0.8103 | - | - | - | - | +| 1.9685 | 2000 | 0.6414 | - | - | - | - | +| 1.9695 | 2001 | 0.4922 | - | - | - | - | +| 1.9705 | 2002 | 0.5083 | - | - | - | - | +| 1.9715 | 2003 | 0.3076 | - | - | - | - | +| 1.9724 | 2004 | 0.4796 | - | - | - | - | +| 1.9734 | 2005 | 0.2737 | - | - | - | - | +| 1.9744 | 2006 | 0.3725 | - | - | - | - | +| 1.9754 | 2007 | 0.3862 | - | - | - | - | +| 1.9764 | 2008 | 0.2906 | - | - | - | - | +| 1.9774 | 2009 | 0.1386 | - | - | - | - | +| 1.9783 | 2010 | 0.7797 | - | - | - | - | +| 1.9793 | 2011 | 0.183 | - | - | - | - | +| 1.9803 | 2012 | 0.2328 | - | - | - | - | +| 1.9813 | 2013 | 0.2509 | - | - | - | - | +| 1.9823 | 2014 | 1.0533 | - | - | - | - | +| 1.9833 | 2015 | 0.5187 | - | - | - | - | +| 1.9843 | 2016 | 0.8734 | - | - | - | - | +| 1.9852 | 2017 | 0.592 | - | - | - | - | +| 1.9862 | 2018 | 0.5189 | - | - | - | - | +| 1.9872 | 2019 | 0.7473 | - | - | - | - | +| 1.9882 | 2020 | 0.9871 | - | - | - | - | +| 1.9892 | 2021 | 0.4513 | - | - | - | - | +| 1.9902 | 2022 | 0.3456 | - | - | - | - | +| 1.9911 | 2023 | 0.2714 | - | - | - | - | +| 1.9921 | 2024 | 0.5281 | - | - | - | - | +| 1.9931 | 2025 | 0.2752 | - | - | - | - | +| 1.9941 | 2026 | 0.8317 | - | - | - | - | +| 1.9951 | 2027 | 0.4502 | - | - | - | - | +| 1.9961 | 2028 | 0.3672 | - | - | - | - | +| 1.9970 | 2029 | 0.2122 | - | - | - | - | +| 1.9980 | 2030 | 0.9165 | - | - | - | - | +| 1.9990 | 2031 | 0.5364 | - | - | - | - | +| 2.0 | 2032 | 0.1625 | - | - | - | - | +| 2.0010 | 2033 | 0.3005 | - | - | - | - | +| 2.0020 | 2034 | 1.1874 | - | - | - | - | +| 2.0030 | 2035 | 0.1789 | - | - | - | - | +| 2.0039 | 2036 | 0.5909 | - | - | - | - | +| 2.0049 | 2037 | 0.392 | - | - | - | - | +| 2.0059 | 2038 | 0.366 | - | - | - | - | +| 2.0069 | 2039 | 0.2462 | - | - | - | - | +| 2.0079 | 2040 | 0.4829 | - | - | - | - | +| 2.0089 | 2041 | 0.3755 | - | - | - | - | +| 2.0098 | 2042 | 0.4269 | - | - | - | - | +| 2.0108 | 2043 | 0.6941 | - | - | - | - | +| 2.0118 | 2044 | 0.2839 | - | - | - | - | +| 2.0128 | 2045 | 0.1781 | - | - | - | - | +| 2.0138 | 2046 | 0.4752 | - | - | - | - | +| 2.0148 | 2047 | 1.324 | - | - | - | - | +| 2.0157 | 2048 | 0.2226 | - | - | - | - | +| 2.0167 | 2049 | 0.7916 | - | - | - | - | +| 2.0177 | 2050 | 0.5052 | - | - | - | - | +| 2.0187 | 2051 | 0.7909 | - | - | - | - | +| 2.0197 | 2052 | 0.261 | - | - | - | - | +| 2.0207 | 2053 | 0.4512 | - | - | - | - | +| 2.0217 | 2054 | 0.5187 | - | - | - | - | +| 2.0226 | 2055 | 0.1973 | - | - | - | - | +| 2.0236 | 2056 | 0.3391 | - | - | - | - | +| 2.0246 | 2057 | 0.3302 | - | - | - | - | +| 2.0256 | 2058 | 0.6158 | - | - | - | - | +| 2.0266 | 2059 | 0.3849 | - | - | - | - | +| 2.0276 | 2060 | 0.3843 | - | - | - | - | +| 2.0285 | 2061 | 0.9799 | - | - | - | - | +| 2.0295 | 2062 | 0.515 | - | - | - | - | +| 2.0305 | 2063 | 0.1543 | - | - | - | - | +| 2.0315 | 2064 | 0.5123 | - | - | - | - | +| 2.0325 | 2065 | 0.1001 | - | - | - | - | +| 2.0335 | 2066 | 0.2056 | - | - | - | - | +| 2.0344 | 2067 | 0.2022 | - | - | - | - | +| 2.0354 | 2068 | 0.2532 | - | - | - | - | +| 2.0364 | 2069 | 0.528 | - | - | - | - | +| 2.0374 | 2070 | 1.1732 | - | - | - | - | +| 2.0384 | 2071 | 0.49 | - | - | - | - | +| 2.0394 | 2072 | 0.4327 | - | - | - | - | +| 2.0404 | 2073 | 0.7335 | - | - | - | - | +| 2.0413 | 2074 | 0.2256 | - | - | - | - | +| 2.0423 | 2075 | 0.3081 | - | - | - | - | +| 2.0433 | 2076 | 0.5843 | - | - | - | - | +| 2.0443 | 2077 | 0.7457 | - | - | - | - | +| 2.0453 | 2078 | 0.5651 | - | - | - | - | +| 2.0463 | 2079 | 0.2633 | - | - | - | - | +| 2.0472 | 2080 | 0.3835 | - | - | - | - | +| 2.0482 | 2081 | 0.4973 | - | - | - | - | +| 2.0492 | 2082 | 0.4388 | - | - | - | - | +| 2.0502 | 2083 | 0.3956 | - | - | - | - | +| 2.0512 | 2084 | 0.7272 | - | - | - | - | +| 2.0522 | 2085 | 0.596 | - | - | - | - | +| 2.0531 | 2086 | 0.3083 | - | - | - | - | +| 2.0541 | 2087 | 0.2522 | - | - | - | - | +| 2.0551 | 2088 | 0.3875 | - | - | - | - | +| 2.0561 | 2089 | 0.3108 | - | - | - | - | +| 2.0571 | 2090 | 0.1853 | - | - | - | - | +| 2.0581 | 2091 | 0.9936 | - | - | - | - | +| 2.0591 | 2092 | 0.3712 | - | - | - | - | +| 2.0600 | 2093 | 0.6181 | - | - | - | - | +| 2.0610 | 2094 | 0.1535 | - | - | - | - | +| 2.0620 | 2095 | 0.2344 | - | - | - | - | +| 2.0630 | 2096 | 0.408 | - | - | - | - | +| 2.0640 | 2097 | 0.2513 | - | - | - | - | +| 2.0650 | 2098 | 0.1991 | - | - | - | - | +| 2.0659 | 2099 | 0.4484 | - | - | - | - | +| 2.0669 | 2100 | 0.7249 | - | - | - | - | +| 2.0679 | 2101 | 0.3423 | - | - | - | - | +| 2.0689 | 2102 | 0.3492 | - | - | - | - | +| 2.0699 | 2103 | 0.2461 | - | - | - | - | +| 2.0709 | 2104 | 0.1769 | - | - | - | - | +| 2.0719 | 2105 | 0.1894 | - | - | - | - | +| 2.0728 | 2106 | 0.2176 | - | - | - | - | +| 2.0738 | 2107 | 0.361 | - | - | - | - | +| 2.0748 | 2108 | 0.2532 | - | - | - | - | +| 2.0758 | 2109 | 0.6373 | - | - | - | - | +| 2.0768 | 2110 | 0.8166 | - | - | - | - | +| 2.0778 | 2111 | 0.2628 | - | - | - | - | +| 2.0787 | 2112 | 0.4562 | - | - | - | - | +| 2.0797 | 2113 | 0.3518 | - | - | - | - | +| 2.0807 | 2114 | 0.377 | - | - | - | - | +| 2.0817 | 2115 | 0.6541 | - | - | - | - | +| 2.0827 | 2116 | 0.2178 | - | - | - | - | +| 2.0837 | 2117 | 0.8861 | - | - | - | - | +| 2.0846 | 2118 | 0.5029 | - | - | - | - | +| 2.0856 | 2119 | 0.4783 | - | - | - | - | +| 2.0866 | 2120 | 0.1502 | - | - | - | - | +| 2.0876 | 2121 | 0.2403 | - | - | - | - | +| 2.0886 | 2122 | 0.2598 | - | - | - | - | +| 2.0896 | 2123 | 0.0499 | - | - | - | - | +| 2.0906 | 2124 | 0.2388 | - | - | - | - | +| 2.0915 | 2125 | 0.196 | - | - | - | - | +| 2.0925 | 2126 | 0.4343 | - | - | - | - | +| 2.0935 | 2127 | 0.6956 | - | - | - | - | +| 2.0945 | 2128 | 0.6575 | - | - | - | - | +| 2.0955 | 2129 | 0.2129 | - | - | - | - | +| 2.0965 | 2130 | 0.3383 | - | - | - | - | +| 2.0974 | 2131 | 0.3318 | - | - | - | - | +| 2.0984 | 2132 | 0.7162 | - | - | - | - | +| 2.0994 | 2133 | 0.4118 | - | - | - | - | +| 2.1004 | 2134 | 0.2831 | - | - | - | - | +| 2.1014 | 2135 | 1.014 | - | - | - | - | + +
+ +### Framework Versions +- Python: 3.10.12 +- Sentence Transformers: 3.2.1 +- Transformers: 4.44.2 +- PyTorch: 2.5.0+cu121 +- Accelerate: 0.34.2 +- Datasets: 3.0.2 +- Tokenizers: 0.19.1 + +## Citation + +### BibTeX + +#### Sentence Transformers +```bibtex +@inproceedings{reimers-2019-sentence-bert, + title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks", + author = "Reimers, Nils and Gurevych, Iryna", + booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing", + month = "11", + year = "2019", + publisher = "Association for Computational Linguistics", + url = "https://arxiv.org/abs/1908.10084", +} +``` + +#### GISTEmbedLoss +```bibtex +@misc{solatorio2024gistembed, + title={GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning}, + author={Aivin V. Solatorio}, + year={2024}, + eprint={2402.16829}, + archivePrefix={arXiv}, + primaryClass={cs.LG} +} +``` + + + + + + \ No newline at end of file