diff --git "a/README.md" "b/README.md" --- "a/README.md" +++ "b/README.md" @@ -9,112 +9,121 @@ tags: - sentence-similarity - feature-extraction - generated_from_trainer -- dataset_size:1306883 +- dataset_size:55736 - loss:MultipleNegativesRankingLoss widget: -- source_sentence: 'query: 06/05/07 teach Children (Age 3 to 9)' +- source_sentence: 'Represent this sentence for searching relevant passages: 07/16/64 + are sour things good for you?' sentences: - - 'passage: 04/13/84 you might want to think of your kidneys as the filters of your - body. In addition to other important functions, your kidneys and nephrons (the - smaller filtering units) remove waste from your blood and maintain minerals like - electrolytes. + - '07/06/2006 [''Select the cells that you want to copy For more information, see + Select cells, ranges, rows, or columns on a worksheet. ... '', ''Click Home > + Find & Select, and pick Go To Special.'', ''Click Visible cells only > OK.'', + ''Click Copy (or press Ctrl+C).'', ''Select the upper-left cell of the paste area + and click Paste (or press Ctrl+V).''] ' - - 'passage: 06/05/07 children do a lot of growing and developing between the ages - of 3 and 9. At 3, children are moving out of babyhood and into childhood. They - have rich imaginations, may have strong fears, and love to play physically. + - 'jul 16 1964 Yet, this doesn''t mean that sour foods are always unsafe to eat. + In fact, many sour foods are quite nutritious and rich in plant compounds called + antioxidants, which help protect your cells from damage ( 7 , 8 ). ' - - 'passage: 2024/08/20 bothersome phone calls from telemarketers, unknown numbers, - and unwanted callers can be easily blocked on a Samsung Galaxy device. You can - block the incoming numbers from the Settings app on your Samsung Galaxy device. + - '"05/19/2044 Chicken tikka masala differs from the recipe, chicken tikka , because + of the various spices (the meaning of ""masala""). Despite the origin being debated + between a British-take on Indian food and an actual Indian dish, it has become + very popular in the U.K. and in other countries." ' -- source_sentence: 'query: Buy Lingerie As a Gift Summer ''45' +- source_sentence: 'Represent this sentence for searching relevant passages: 07/27/32 + Avoid Mononucleosis' sentences: - - 'passage: Not sure how to buy lingerie for your girlfriend or wife? Read this - article with step by step instructions on how to select the perfect gift! August - ''45 + - '07/27/32 The Epstein-Barr Virus (EBV) causes mononucleosis, also known as mono. + Transmitted through saliva, mono is most commonly spread by kissing, sharing eating + or drinking utensils, coughing and sneezing. ' - - 'passage: " This guide will lead you through all the starting of Half-life, up - to ""Unforeseen Consequences"". Apr 17" + - 'Making your own pencil bag is a great way to use up scrap fabric that you love + but that isn''t large enough for bigger craft projects. It''s also an eco-friendly + option for toting pencils around, and a reflection of your own style. 5/01 ' - - 'passage: Making your significant other feel significant is vital for a healthy - relationship. While every man is different, there are a few common gestures, words, - and basic actions you should consider using when you really want to make sure - your man feels loved by you. Dec 3 + - '11/24 Being beautiful on the inside requires as much attention as your appearance, + if not more so. With a dose of humility and self-reflection, along with some consideration + for others, becoming beautiful on the inside is possible for every girl. ' -- source_sentence: 'query: today:2016-02-29 5 days ago develop an Avatar in Second - Life' +- source_sentence: 'Represent this sentence for searching relevant passages: today:2044-07-28 + 6 months ago Downtown Getdown' sentences: - - 'passage: Sometimes it can be hard to tell if someone is asking you just to hang - out or if they''re actually asking you on a date. It can be difficult to read - people, and asking if it''s a date may seem uncomfortable; however, this is the - best and most straight-forward way to find out the answer to this question. 10/09 + - '"10/04 You can say goodbye in German in nearly any circumstance if you know two + phrases: ""Auf Wiedersehen"" and ""Tschüs."" If you really want to impress native + German speakers, though, there are a few other phrases you can also use when parting + ways." ' - - 'passage: Winter ''15 do you want to join Second Life but don''t want to look - like a newb? Here are some steps to join this virtual world and appear as if you''ve - been there forever. + - '2044-01-14 The City of Tallahassee''s Downtown Getdown is a seasonal festival + in fall that happens in the central business district in the City of Tallahassee, + Florida. The festival involves concerts, stands for food, dancing, street entertainers, + make up artist, clowns, grilling, and fun for everyone. The city attracts people + from all over the area, including Gadsden County, Wakulla County, Jefferson County, + Jackson County, Gulf County, Liberty County, Madison County, Taylor County, and + even south Georgia counties, including Thomas and Grady counties. The festival + attracts tens of thousands of people every year and directly benefits United Way + of the Big Bend. The GetDowns are supported by title sponsor Capital City Bank + and supporting sponsors, Bud Light along with Tri-Eagle Sales, Aarons, Inc, Tallahassee + Democrat, WCTV, Clear Channel Radio, Coke and the City of Tallahassee. References + Culture of Tallahassee, Florida ' - - "passage: 09/30/35 This wikiHow teaches you how to delete a group chat from WhatsApp\ - \ on your iPhone or iPad. \n" -- source_sentence: 'query: Enter a Beauty Pageant 02/18' + - '03/04 Sloppy joes are the kind of food that you never outgrow. But if you don’t + eat meat, you may find yourself wistfully reminiscing over the the childhood joy + of tucking into a messy sandwich while nibbling on a much less exciting snack. + + ' +- source_sentence: 'Represent this sentence for searching relevant passages: today:2039-12-02 + last tuesday what happens after you beat the elite four in sun and moon?' sentences: - - 'passage: On the outside looking in, the world of beauty pageants can feel daunting - to try to enter into. However, with proper preparation and consistency, the benefits - that beauty pageants have to offer are well worth the effort. February 18 + - '11-29-2039 Go catch all the Ultra Beasts It''s pretty hard to miss this mission, + since it starts right after Sun and Moon''s storyline wraps. After beating the + Elite Four and heading home, the player is given a new task: Head to the previously + empty motel on Route 8 for a new mission. ' - - 'passage: In this high-tech era where technology begins to (gulp!) overpower people, - human activity is starting to take its toll on the environment. Although many - organizations have been developed to help restore mother earth, most of us still - neglect this as we go on about our daily lives. 03/23 + - 'Anaphalis acutifolia is a species of flowering plants within the family Asteraceae. + It is found in South Tibet (Yadong). References acutifolia Flora of Tibet February + 4 ' - - 'passage: Mar 12 2022 the bench press is a great way to get muscles in your chest - and arms, but you don''t want to immediately start to use one after you arrive - at the gym. + - '05/09/02 Math is not as daunting as it seems, it''s all about following simple + rules. Repeated use of these rules builds understanding and confidence. This article + will teach you how to use and understand those rules. ' -- source_sentence: 'query: Seduce Anyone (for Females)' +- source_sentence: 'Represent this sentence for searching relevant passages: Philadelphia + Business Journal 01/30/83' sentences: - - 'passage: A spiritual journey is a journey you would take to find out who you - are, what your problems are in life, and how to come to peace with the world. - The purpose of a spiritual journey is rarely to find an answer; rather, it is - a process of continually asking questions. 2034 Nov 30 + - '2017/10/17 Circle with Towers is a concrete block 2005/2012 sculpture by American + artist Sol LeWitt, installed outside the Bill and Melinda Gates Computer Science + Complex on the University of Texas at Austin campus in Austin, Texas, United States. + Previously, the artwork was installed in Madison Square Park; the university''s + public art program, Landmarks, purchased the sculpture from the Madison Square + Park Conservancy. References External links Concrete sculptures in the United + States Outdoor sculptures in Austin, Texas University of Texas at Austin campus ' - - 'passage: Being a caregiver is an important responsibility, but it can be draining. - Many caregivers ignore their own mental and physical health in favor of taking - care of other people. Dec 31 2019 + - 'Have you just bought your brand new Nintendo Wii console? Are you gutted that + you can''t get Wii Connect 24 in your country of residence? This article will + resolve this problem, so you can surf the Internet on your Wii! ' - - 'passage: Have you ever wondered how to make that amazing guy across the room - look at you? You have to feel seductive . Before you can succeed in seduction - you have to be confident, and secure within yourself. + - 'The Philadelphia Business Journal is a diversified business media company in + Philadelphia, Pennsylvania, publishing daily stories on its website and social + networks, and a weekly edition available in print and online. It is published + by the American City Business Journals. See also List of newspapers in Pennsylvania + References External links Business newspapers published in the United States Newspapers + published in Philadelphia Jan 30 1983 ' --- -# Github and Technical Report -To view our technical report and for access to other model and dataset related scripts visit our github [Github](https://github.com/khoj-ai/timely/tree/main) - -# Timely: An Embeddings Model For Temporal Reasoning - -At Khoj, we develop open-source personal AI to simplify how people engage with machines. The RAG component in modern AI systems commonly uses an embedding model to retrieve relevant documents for a user query. This retrieved-context enables accurate and personalized responses. - -However, most of these models struggle with temporal reasoning. For instance, if asked "Where was I last summer?", the model would struggle to understand the framing of that question. It requires us to understand the relativity of time (that 2010 is before 2011), and when summer might be (between May - September). - -When we express dates, we often use shorthands like ‘back in June’, ‘on summer break’, and ‘06/15’; all syntaxes that models don’t presently handle well. As such, your embedding model may not find documents with dates within that specific period. This limitation is significant, given the importance of time and date in language and daily life. - -To address this problem, we propose **Timely**, a comprehensive pipeline for date-aware dataset generation, model fine-tuning, and benchmarking. Specifically, our goal is to create models that can: - -1. Identify natural language dates in queries and documents better -2. Can handle relative and soft data filters more naturally (e.g. discerning that June is closer than November when talking about Spring). # SentenceTransformer based on Snowflake/snowflake-arctic-embed-s @@ -124,7 +133,7 @@ This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [S ### Model Description - **Model Type:** Sentence Transformer -- **Base model:** [Snowflake/snowflake-arctic-embed-s](https://huggingface.co./Snowflake/snowflake-arctic-embed-s) +- **Base model:** [Snowflake/snowflake-arctic-embed-s](https://huggingface.co./Snowflake/snowflake-arctic-embed-s) - **Maximum Sequence Length:** 512 tokens - **Output Dimensionality:** 384 tokens - **Similarity Function:** Cosine Similarity @@ -166,9 +175,9 @@ from sentence_transformers import SentenceTransformer model = SentenceTransformer("sentence_transformers_model_id") # Run inference sentences = [ - 'query: Seduce Anyone (for Females)', - 'passage: Have you ever wondered how to make that amazing guy across the room look at you? You have to feel seductive . Before you can succeed in seduction you have to be confident, and secure within yourself.\n', - 'passage: Being a caregiver is an important responsibility, but it can be draining. Many caregivers ignore their own mental and physical health in favor of taking care of other people. Dec 31 2019\n', + 'Represent this sentence for searching relevant passages: Philadelphia Business Journal 01/30/83', + 'The Philadelphia Business Journal is a diversified business media company in Philadelphia, Pennsylvania, publishing daily stories on its website and social networks, and a weekly edition available in print and online. It is published by the American City Business Journals. See also List of newspapers in Pennsylvania References External links Business newspapers published in the United States Newspapers published in Philadelphia Jan 30 1983\n', + "Have you just bought your brand new Nintendo Wii console? Are you gutted that you can't get Wii Connect 24 in your country of residence? This article will resolve this problem, so you can surf the Internet on your Wii!\n", ] embeddings = model.encode(sentences) print(embeddings.shape) @@ -223,19 +232,19 @@ You can finetune this model on your own dataset. #### Unnamed Dataset -* Size: 1,306,883 training samples +* Size: 55,736 training samples * Columns: anchors and positive * Approximate statistics based on the first 1000 samples: - | | anchors | positive | - |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------| - | type | string | string | - | details | | | + | | anchors | positive | + |:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------| + | type | string | string | + | details | | | * Samples: - | anchors | positive | - |:------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| - | query: today:2022-04-21 Sell Fine Art Online this month | passage: So you're a new or aspiring artist and your creativity has spawned something unique and interesting. Now you're ready to display and sell this creation and perhaps make some money, but you're venturing into the unknown. Spring 2022
| - | query: today:2015-01-16 5 days ago be Well Read | passage: "jan 11 2015 if you want to be well-read, then, in the words of William Faulkner, you'll have to ""Read, read, read. Read everything..."" You can start at the very beginning, or just make your way down an eclectic list of books that you'd like to read."
| - | query: today:2046-07-13 Pick a Stage Name early last year | passage: Stage names are used by all types of performers, from musicians, actors and roller derby athletes to burlesque dancers, belly dancers, and exotic dancers. 01/01/45
| + | anchors | positive | + |:--------------------------------------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| + | Represent this sentence for searching relevant passages: are bugs attracted to citronella November 10? | Citronella is naturally occurring oil that repels insects. ... “Citronella oil is repellent to mosquitoes to a degree, but the amount being put out by a candle isn't going to be very effective,” Eric Hoffer, president of Hoffer Pest, told TODAY Home. 11/10
| + | Represent this sentence for searching relevant passages: are bugs attracted to citronella 11/10/09? | Citronella is naturally occurring oil that repels insects. ... “Citronella oil is repellent to mosquitoes to a degree, but the amount being put out by a candle isn't going to be very effective,” Eric Hoffer, president of Hoffer Pest, told TODAY Home. 11/10/09
| + | Represent this sentence for searching relevant passages: are bugs attracted to citronella Jan 15? | Citronella is naturally occurring oil that repels insects. ... “Citronella oil is repellent to mosquitoes to a degree, but the amount being put out by a candle isn't going to be very effective,” Eric Hoffer, president of Hoffer Pest, told TODAY Home. 01/15
| * Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: ```json { @@ -252,16 +261,16 @@ You can finetune this model on your own dataset. * Size: 1,000 evaluation samples * Columns: anchors and positive * Approximate statistics based on the first 1000 samples: - | | anchors | positive | - |:--------|:----------------------------------------------------------------------------------|:------------------------------------------------------------------------------------| - | type | string | string | - | details | | | + | | anchors | positive | + |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------| + | type | string | string | + | details | | | * Samples: - | anchors | positive | - |:---------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| - | query: 05/15/56 live an Active Life with COPD | passage: 56/05/15 cOPD or chronic obstructive pulmonary disease is a progressive respiratory disease that makes it very difficult and uncomfortable to breathe. [1] Long-term smoking is the most common cause of COPD; however, long-term exposure to lung irritants or having untreated asthma can also cause this disease.
| - | query: 03/03/44 know if You're Being Used for Sex | passage: Mar 3 1944 sometimes you can't put your finger on it, but there's that sinking feeling in your gut that your partner may be using you. The following steps will help you tell if you may be onto something.
| - | query: 08/13/22 leave a Job on Good Terms | passage: 22/08/13 if you are considering leaving your job or have already been offered a new position that you plan to accept, then it is important to leave your job on good terms.
| + | anchors | positive | + |:---------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| + | Represent this sentence for searching relevant passages: 4/23 Socialize With Someone Who Is Losing Interest in You | 04/23 It can hurt to realize that someone you care about is losing interest in you. If a friend has stopped calling you and no longer makes plans to hang out, your first instinct might be to contact them more frequently or to ignore them in return.
| + | Represent this sentence for searching relevant passages: Alathur taluk, Perambalur 04/19/29 | Alathur taluk is a taluk in Perambalur district in the Indian state of Tamil Nadu. It was created by former chief minister J.Jayalalithaa for issues of population increase. Kunnam taluk was bifurcated to form this new taluk. Villages There are 39 villages in Alathur taluk excluding the headquarters Alathur. References Perambalur district Taluks of Perambalur district 2029 Apr 19
| + | Represent this sentence for searching relevant passages: 01/04 how much weight does a baby gain in the first month? | 01/04 During their first month, most newborns gain weight at a rate of about 1 ounce (30 grams) per day. They generally grow in height about 1 to 1½ inches (2.54 to 3.81 centimeters) during the first month. Many newborns go through a period of rapid growth when they are 7 to 10 days old and again at 3 and 6 weeks.
| * Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: ```json { @@ -274,9 +283,9 @@ You can finetune this model on your own dataset. #### Non-Default Hyperparameters - `eval_strategy`: steps -- `per_device_train_batch_size`: 64 -- `per_device_eval_batch_size`: 64 -- `learning_rate`: 1e-05 +- `per_device_train_batch_size`: 128 +- `per_device_eval_batch_size`: 128 +- `learning_rate`: 2e-05 - `weight_decay`: 0.01 - `num_train_epochs`: 1 - `warmup_ratio`: 0.1 @@ -293,13 +302,14 @@ You can finetune this model on your own dataset. - `do_predict`: False - `eval_strategy`: steps - `prediction_loss_only`: True -- `per_device_train_batch_size`: 64 -- `per_device_eval_batch_size`: 64 +- `per_device_train_batch_size`: 128 +- `per_device_eval_batch_size`: 128 - `per_gpu_train_batch_size`: None - `per_gpu_eval_batch_size`: None - `gradient_accumulation_steps`: 1 - `eval_accumulation_steps`: None -- `learning_rate`: 1e-05 +- `torch_empty_cache_steps`: None +- `learning_rate`: 2e-05 - `weight_decay`: 0.01 - `adam_beta1`: 0.9 - `adam_beta2`: 0.999 @@ -396,2068 +406,73 @@ You can finetune this model on your own dataset. - `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 | loss | +|:------:|:----:|:-------------:|:------:| +| 0.0023 | 1 | 2.3154 | - | +| 0.0229 | 10 | 2.3237 | - | +| 0.0459 | 20 | 2.4036 | - | +| 0.0688 | 30 | 2.3314 | - | +| 0.0917 | 40 | 2.3171 | - | +| 0.1147 | 50 | 2.2891 | - | +| 0.0023 | 1 | 2.2343 | - | +| 0.0229 | 10 | 2.2256 | - | +| 0.0459 | 20 | 2.2924 | - | +| 0.0688 | 30 | 2.2354 | - | +| 0.0917 | 40 | 2.2281 | - | +| 0.1147 | 50 | 2.2018 | - | +| 0.1376 | 60 | 2.2377 | - | +| 0.1606 | 70 | 2.2001 | - | +| 0.1835 | 80 | 2.158 | - | +| 0.2064 | 90 | 2.1405 | - | +| 0.2294 | 100 | 2.0916 | - | +| 0.2523 | 110 | 2.0374 | - | +| 0.2752 | 120 | 2.0492 | - | +| 0.2982 | 130 | 1.9824 | - | +| 0.3211 | 140 | 1.9571 | - | +| 0.3440 | 150 | 1.8317 | - | +| 0.3670 | 160 | 1.7183 | - | +| 0.3899 | 170 | 1.5928 | - | +| 0.4128 | 180 | 1.5695 | - | +| 0.4358 | 190 | 1.4592 | - | +| 0.4587 | 200 | 1.2667 | 0.2031 | +| 0.4817 | 210 | 1.3865 | - | +| 0.5046 | 220 | 1.2924 | - | +| 0.5275 | 230 | 1.3042 | - | +| 0.5505 | 240 | 1.4393 | - | +| 0.5734 | 250 | 1.3402 | - | +| 0.5963 | 260 | 1.1939 | - | +| 0.6193 | 270 | 1.1795 | - | +| 0.6422 | 280 | 1.1012 | - | +| 0.6651 | 290 | 1.0379 | - | +| 0.6881 | 300 | 0.9865 | - | +| 0.7110 | 310 | 0.9088 | - | +| 0.7339 | 320 | 0.9132 | - | +| 0.7569 | 330 | 0.8819 | - | +| 0.7798 | 340 | 0.8631 | - | +| 0.8028 | 350 | 1.4084 | - | +| 0.8257 | 360 | 1.325 | - | +| 0.8486 | 370 | 1.2373 | - | +| 0.8716 | 380 | 1.1881 | - | +| 0.8945 | 390 | 1.1656 | - | +| 0.9174 | 400 | 0.7767 | 0.0607 | +| 0.9404 | 410 | 0.1511 | - | +| 0.9633 | 420 | 0.1439 | - | +| 0.9862 | 430 | 0.1216 | - | -| Epoch | Step | Training Loss | loss | -|:------:|:-----:|:-------------:|:------:| -| 0.0000 | 1 | 2.463 | - | -| 0.0005 | 10 | 2.6839 | - | -| 0.0010 | 20 | 2.508 | - | -| 0.0015 | 30 | 2.6201 | - | -| 0.0020 | 40 | 2.5629 | - | -| 0.0024 | 50 | 2.3702 | - | -| 0.0029 | 60 | 1.9032 | - | -| 0.0034 | 70 | 1.775 | - | -| 0.0039 | 80 | 1.736 | - | -| 0.0044 | 90 | 1.3106 | - | -| 0.0049 | 100 | 1.2472 | - | -| 0.0054 | 110 | 1.1614 | - | -| 0.0059 | 120 | 1.1732 | - | -| 0.0064 | 130 | 0.778 | - | -| 0.0069 | 140 | 0.5371 | - | -| 0.0073 | 150 | 0.6528 | - | -| 0.0078 | 160 | 0.9433 | - | -| 0.0083 | 170 | 0.7124 | - | -| 0.0088 | 180 | 1.021 | - | -| 0.0093 | 190 | 1.1586 | - | -| 0.0098 | 200 | 0.5525 | - | -| 0.0103 | 210 | 0.789 | - | -| 0.0108 | 220 | 0.7137 | - | -| 0.0113 | 230 | 0.6174 | - | -| 0.0118 | 240 | 0.659 | - | -| 0.0122 | 250 | 0.4407 | - | -| 0.0127 | 260 | 1.0248 | - | -| 0.0132 | 270 | 0.9114 | - | -| 0.0137 | 280 | 0.6073 | - | -| 0.0142 | 290 | 0.5134 | - | -| 0.0147 | 300 | 0.7451 | - | -| 0.0152 | 310 | 0.4924 | - | -| 0.0157 | 320 | 0.3737 | - | -| 0.0162 | 330 | 0.3891 | - | -| 0.0166 | 340 | 0.3237 | - | -| 0.0171 | 350 | 0.3809 | - | -| 0.0176 | 360 | 0.5291 | - | -| 0.0181 | 370 | 0.3295 | - | -| 0.0186 | 380 | 0.3892 | - | -| 0.0191 | 390 | 0.3487 | - | -| 0.0196 | 400 | 0.5052 | - | -| 0.0201 | 410 | 0.5255 | - | -| 0.0206 | 420 | 0.5241 | - | -| 0.0211 | 430 | 0.5539 | - | -| 0.0215 | 440 | 0.5765 | - | -| 0.0220 | 450 | 0.782 | - | -| 0.0225 | 460 | 0.5509 | - | -| 0.0230 | 470 | 0.5461 | - | -| 0.0235 | 480 | 0.3992 | - | -| 0.0240 | 490 | 0.5266 | - | -| 0.0245 | 500 | 0.4417 | - | -| 0.0250 | 510 | 0.475 | - | -| 0.0255 | 520 | 0.4147 | - | -| 0.0260 | 530 | 0.4742 | - | -| 0.0264 | 540 | 0.6276 | - | -| 0.0269 | 550 | 0.7173 | - | -| 0.0274 | 560 | 0.5529 | - | -| 0.0279 | 570 | 0.3989 | - | -| 0.0284 | 580 | 0.3173 | - | -| 0.0289 | 590 | 0.4824 | - | -| 0.0294 | 600 | 0.3999 | - | -| 0.0299 | 610 | 0.4352 | - | -| 0.0304 | 620 | 0.3562 | - | -| 0.0309 | 630 | 0.3013 | - | -| 0.0313 | 640 | 0.408 | - | -| 0.0318 | 650 | 0.402 | - | -| 0.0323 | 660 | 0.3746 | - | -| 0.0328 | 670 | 0.4296 | - | -| 0.0333 | 680 | 0.316 | - | -| 0.0338 | 690 | 0.4734 | - | -| 0.0343 | 700 | 0.3815 | - | -| 0.0348 | 710 | 0.2987 | - | -| 0.0353 | 720 | 0.3378 | - | -| 0.0357 | 730 | 0.2679 | - | -| 0.0362 | 740 | 0.4536 | - | -| 0.0367 | 750 | 0.2811 | - | -| 0.0372 | 760 | 0.2905 | - | -| 0.0377 | 770 | 0.2114 | - | -| 0.0382 | 780 | 0.2976 | - | -| 0.0387 | 790 | 0.332 | - | -| 0.0392 | 800 | 0.372 | - | -| 0.0397 | 810 | 0.2444 | - | -| 0.0402 | 820 | 0.2573 | - | -| 0.0406 | 830 | 0.3671 | - | -| 0.0411 | 840 | 0.2718 | - | -| 0.0416 | 850 | 0.2031 | - | -| 0.0421 | 860 | 0.2042 | - | -| 0.0426 | 870 | 0.2193 | - | -| 0.0431 | 880 | 0.3475 | - | -| 0.0436 | 890 | 0.2437 | - | -| 0.0441 | 900 | 0.3298 | - | -| 0.0446 | 910 | 0.2931 | - | -| 0.0451 | 920 | 0.3192 | - | -| 0.0455 | 930 | 0.2971 | - | -| 0.0460 | 940 | 0.4587 | - | -| 0.0465 | 950 | 0.5086 | - | -| 0.0470 | 960 | 0.329 | - | -| 0.0475 | 970 | 0.3566 | - | -| 0.0480 | 980 | 0.3455 | - | -| 0.0485 | 990 | 0.3493 | - | -| 0.0490 | 1000 | 0.2451 | - | -| 0.0495 | 1010 | 0.3684 | - | -| 0.0499 | 1020 | 0.2962 | - | -| 0.0504 | 1030 | 0.2247 | - | -| 0.0509 | 1040 | 0.2534 | - | -| 0.0514 | 1050 | 0.2776 | - | -| 0.0519 | 1060 | 0.3058 | - | -| 0.0524 | 1070 | 0.3028 | - | -| 0.0529 | 1080 | 0.3614 | - | -| 0.0534 | 1090 | 0.3121 | - | -| 0.0539 | 1100 | 0.2559 | - | -| 0.0544 | 1110 | 0.2181 | - | -| 0.0548 | 1120 | 0.2943 | - | -| 0.0553 | 1130 | 0.2633 | - | -| 0.0558 | 1140 | 0.2553 | - | -| 0.0563 | 1150 | 0.2447 | - | -| 0.0568 | 1160 | 0.2513 | - | -| 0.0573 | 1170 | 0.2897 | - | -| 0.0578 | 1180 | 0.2192 | - | -| 0.0583 | 1190 | 0.2154 | - | -| 0.0588 | 1200 | 0.2074 | - | -| 0.0593 | 1210 | 0.2642 | - | -| 0.0597 | 1220 | 0.1651 | - | -| 0.0602 | 1230 | 0.0866 | - | -| 0.0607 | 1240 | 0.1186 | - | -| 0.0612 | 1250 | 0.2331 | - | -| 0.0617 | 1260 | 0.1336 | - | -| 0.0622 | 1270 | 0.2066 | - | -| 0.0627 | 1280 | 0.32 | - | -| 0.0632 | 1290 | 0.2097 | - | -| 0.0637 | 1300 | 0.1575 | - | -| 0.0641 | 1310 | 0.183 | - | -| 0.0646 | 1320 | 0.2042 | - | -| 0.0651 | 1330 | 0.1569 | - | -| 0.0656 | 1340 | 0.1899 | - | -| 0.0661 | 1350 | 0.3229 | - | -| 0.0666 | 1360 | 0.3262 | - | -| 0.0671 | 1370 | 0.2069 | - | -| 0.0676 | 1380 | 0.1655 | - | -| 0.0681 | 1390 | 0.2683 | - | -| 0.0686 | 1400 | 0.1987 | - | -| 0.0690 | 1410 | 0.111 | - | -| 0.0695 | 1420 | 0.0907 | - | -| 0.0700 | 1430 | 0.1338 | - | -| 0.0705 | 1440 | 0.1067 | - | -| 0.0710 | 1450 | 0.1744 | - | -| 0.0715 | 1460 | 0.1548 | - | -| 0.0720 | 1470 | 0.1563 | - | -| 0.0725 | 1480 | 0.1201 | - | -| 0.0730 | 1490 | 0.1532 | - | -| 0.0735 | 1500 | 0.2005 | - | -| 0.0739 | 1510 | 0.1777 | - | -| 0.0744 | 1520 | 0.199 | - | -| 0.0749 | 1530 | 0.2057 | - | -| 0.0754 | 1540 | 0.2625 | - | -| 0.0759 | 1550 | 0.2276 | - | -| 0.0764 | 1560 | 0.1848 | - | -| 0.0769 | 1570 | 0.2018 | - | -| 0.0774 | 1580 | 0.2076 | - | -| 0.0779 | 1590 | 0.1291 | - | -| 0.0784 | 1600 | 0.1532 | - | -| 0.0788 | 1610 | 0.14 | - | -| 0.0793 | 1620 | 0.2032 | - | -| 0.0798 | 1630 | 0.2156 | - | -| 0.0803 | 1640 | 0.3091 | - | -| 0.0808 | 1650 | 0.2326 | - | -| 0.0813 | 1660 | 0.187 | - | -| 0.0818 | 1670 | 0.1056 | - | -| 0.0823 | 1680 | 0.1877 | - | -| 0.0828 | 1690 | 0.1804 | - | -| 0.0832 | 1700 | 0.1747 | - | -| 0.0837 | 1710 | 0.152 | - | -| 0.0842 | 1720 | 0.1435 | - | -| 0.0847 | 1730 | 0.1364 | - | -| 0.0852 | 1740 | 0.1725 | - | -| 0.0857 | 1750 | 0.1817 | - | -| 0.0862 | 1760 | 0.1946 | - | -| 0.0867 | 1770 | 0.078 | - | -| 0.0872 | 1780 | 0.2161 | - | -| 0.0877 | 1790 | 0.1929 | - | -| 0.0881 | 1800 | 0.137 | - | -| 0.0886 | 1810 | 0.1466 | - | -| 0.0891 | 1820 | 0.1125 | - | -| 0.0896 | 1830 | 0.1821 | - | -| 0.0901 | 1840 | 0.092 | - | -| 0.0906 | 1850 | 0.1607 | - | -| 0.0911 | 1860 | 0.0921 | - | -| 0.0916 | 1870 | 0.0807 | - | -| 0.0921 | 1880 | 0.1701 | - | -| 0.0926 | 1890 | 0.1482 | - | -| 0.0930 | 1900 | 0.1454 | - | -| 0.0935 | 1910 | 0.1237 | - | -| 0.0940 | 1920 | 0.1142 | - | -| 0.0945 | 1930 | 0.1774 | - | -| 0.0950 | 1940 | 0.0916 | - | -| 0.0955 | 1950 | 0.0612 | - | -| 0.0960 | 1960 | 0.0947 | - | -| 0.0965 | 1970 | 0.1624 | - | -| 0.0970 | 1980 | 0.1287 | - | -| 0.0974 | 1990 | 0.1481 | - | -| 0.0979 | 2000 | 0.1567 | 0.1126 | -| 0.0984 | 2010 | 0.1438 | - | -| 0.0989 | 2020 | 0.1507 | - | -| 0.0994 | 2030 | 0.1584 | - | -| 0.0999 | 2040 | 0.2504 | - | -| 0.1004 | 2050 | 0.1681 | - | -| 0.1009 | 2060 | 0.1474 | - | -| 0.1014 | 2070 | 0.2216 | - | -| 0.1019 | 2080 | 0.1597 | - | -| 0.1023 | 2090 | 0.1108 | - | -| 0.1028 | 2100 | 0.1798 | - | -| 0.1033 | 2110 | 0.1676 | - | -| 0.1038 | 2120 | 0.12 | - | -| 0.1043 | 2130 | 0.1385 | - | -| 0.1048 | 2140 | 0.127 | - | -| 0.1053 | 2150 | 0.1516 | - | -| 0.1058 | 2160 | 0.1192 | - | -| 0.1063 | 2170 | 0.1803 | - | -| 0.1068 | 2180 | 0.176 | - | -| 0.1072 | 2190 | 0.1377 | - | -| 0.1077 | 2200 | 0.1108 | - | -| 0.1082 | 2210 | 0.1599 | - | -| 0.1087 | 2220 | 0.1772 | - | -| 0.1092 | 2230 | 0.1554 | - | -| 0.1097 | 2240 | 0.1394 | - | -| 0.1102 | 2250 | 0.1254 | - | -| 0.1107 | 2260 | 0.1319 | - | -| 0.1112 | 2270 | 0.1671 | - | -| 0.1116 | 2280 | 0.1127 | - | -| 0.1121 | 2290 | 0.1128 | - | -| 0.1126 | 2300 | 0.158 | - | -| 0.1131 | 2310 | 0.1223 | - | -| 0.1136 | 2320 | 0.0667 | - | -| 0.1141 | 2330 | 0.057 | - | -| 0.1146 | 2340 | 0.0929 | - | -| 0.1151 | 2350 | 0.1422 | - | -| 0.1156 | 2360 | 0.1032 | - | -| 0.1161 | 2370 | 0.229 | - | -| 0.1165 | 2380 | 0.1188 | - | -| 0.1170 | 2390 | 0.1007 | - | -| 0.1175 | 2400 | 0.141 | - | -| 0.1180 | 2410 | 0.1351 | - | -| 0.1185 | 2420 | 0.1037 | - | -| 0.1190 | 2430 | 0.1403 | - | -| 0.1195 | 2440 | 0.1239 | - | -| 0.1200 | 2450 | 0.2462 | - | -| 0.1205 | 2460 | 0.1647 | - | -| 0.1210 | 2470 | 0.0821 | - | -| 0.1214 | 2480 | 0.1487 | - | -| 0.1219 | 2490 | 0.1804 | - | -| 0.1224 | 2500 | 0.0706 | - | -| 0.1229 | 2510 | 0.0556 | - | -| 0.1234 | 2520 | 0.0689 | - | -| 0.1239 | 2530 | 0.0844 | - | -| 0.1244 | 2540 | 0.0738 | - | -| 0.1249 | 2550 | 0.1449 | - | -| 0.1254 | 2560 | 0.0679 | - | -| 0.1259 | 2570 | 0.0915 | - | -| 0.1263 | 2580 | 0.1139 | - | -| 0.1268 | 2590 | 0.1547 | - | -| 0.1273 | 2600 | 0.1336 | - | -| 0.1278 | 2610 | 0.148 | - | -| 0.1283 | 2620 | 0.1186 | - | -| 0.1288 | 2630 | 0.1699 | - | -| 0.1293 | 2640 | 0.1443 | - | -| 0.1298 | 2650 | 0.1672 | - | -| 0.1303 | 2660 | 0.1639 | - | -| 0.1307 | 2670 | 0.1202 | - | -| 0.1312 | 2680 | 0.1277 | - | -| 0.1317 | 2690 | 0.1115 | - | -| 0.1322 | 2700 | 0.111 | - | -| 0.1327 | 2710 | 0.1377 | - | -| 0.1332 | 2720 | 0.1548 | - | -| 0.1337 | 2730 | 0.2035 | - | -| 0.1342 | 2740 | 0.203 | - | -| 0.1347 | 2750 | 0.1508 | - | -| 0.1352 | 2760 | 0.0766 | - | -| 0.1356 | 2770 | 0.117 | - | -| 0.1361 | 2780 | 0.1575 | - | -| 0.1366 | 2790 | 0.1008 | - | -| 0.1371 | 2800 | 0.1341 | - | -| 0.1376 | 2810 | 0.1129 | - | -| 0.1381 | 2820 | 0.1076 | - | -| 0.1386 | 2830 | 0.1101 | - | -| 0.1391 | 2840 | 0.1116 | - | -| 0.1396 | 2850 | 0.1342 | - | -| 0.1401 | 2860 | 0.0751 | - | -| 0.1405 | 2870 | 0.1598 | - | -| 0.1410 | 2880 | 0.1592 | - | -| 0.1415 | 2890 | 0.0995 | - | -| 0.1420 | 2900 | 0.0775 | - | -| 0.1425 | 2910 | 0.1304 | - | -| 0.1430 | 2920 | 0.1205 | - | -| 0.1435 | 2930 | 0.0874 | - | -| 0.1440 | 2940 | 0.1047 | - | -| 0.1445 | 2950 | 0.0817 | - | -| 0.1449 | 2960 | 0.0621 | - | -| 0.1454 | 2970 | 0.1177 | - | -| 0.1459 | 2980 | 0.1072 | - | -| 0.1464 | 2990 | 0.1218 | - | -| 0.1469 | 3000 | 0.1067 | - | -| 0.1474 | 3010 | 0.0913 | - | -| 0.1479 | 3020 | 0.1535 | - | -| 0.1484 | 3030 | 0.0547 | - | -| 0.1489 | 3040 | 0.0641 | - | -| 0.1494 | 3050 | 0.0607 | - | -| 0.1498 | 3060 | 0.104 | - | -| 0.1503 | 3070 | 0.1177 | - | -| 0.1508 | 3080 | 0.094 | - | -| 0.1513 | 3090 | 0.1327 | - | -| 0.1518 | 3100 | 0.085 | - | -| 0.1523 | 3110 | 0.13 | - | -| 0.1528 | 3120 | 0.1419 | - | -| 0.1533 | 3130 | 0.1822 | - | -| 0.1538 | 3140 | 0.1135 | - | -| 0.1543 | 3150 | 0.1285 | - | -| 0.1547 | 3160 | 0.1457 | - | -| 0.1552 | 3170 | 0.1358 | - | -| 0.1557 | 3180 | 0.1231 | - | -| 0.1562 | 3190 | 0.1164 | - | -| 0.1567 | 3200 | 0.1533 | - | -| 0.1572 | 3210 | 0.1205 | - | -| 0.1577 | 3220 | 0.1388 | - | -| 0.1582 | 3230 | 0.0905 | - | -| 0.1587 | 3240 | 0.1202 | - | -| 0.1591 | 3250 | 0.1067 | - | -| 0.1596 | 3260 | 0.1322 | - | -| 0.1601 | 3270 | 0.1497 | - | -| 0.1606 | 3280 | 0.1142 | - | -| 0.1611 | 3290 | 0.0952 | - | -| 0.1616 | 3300 | 0.0863 | - | -| 0.1621 | 3310 | 0.1551 | - | -| 0.1626 | 3320 | 0.1349 | - | -| 0.1631 | 3330 | 0.1363 | - | -| 0.1636 | 3340 | 0.0953 | - | -| 0.1640 | 3350 | 0.1257 | - | -| 0.1645 | 3360 | 0.1533 | - | -| 0.1650 | 3370 | 0.0983 | - | -| 0.1655 | 3380 | 0.0832 | - | -| 0.1660 | 3390 | 0.1221 | - | -| 0.1665 | 3400 | 0.1186 | - | -| 0.1670 | 3410 | 0.0682 | - | -| 0.1675 | 3420 | 0.0433 | - | -| 0.1680 | 3430 | 0.0518 | - | -| 0.1685 | 3440 | 0.1377 | - | -| 0.1689 | 3450 | 0.0737 | - | -| 0.1694 | 3460 | 0.1448 | - | -| 0.1699 | 3470 | 0.1294 | - | -| 0.1704 | 3480 | 0.0623 | - | -| 0.1709 | 3490 | 0.1302 | - | -| 0.1714 | 3500 | 0.1022 | - | -| 0.1719 | 3510 | 0.111 | - | -| 0.1724 | 3520 | 0.1022 | - | -| 0.1729 | 3530 | 0.0718 | - | -| 0.1734 | 3540 | 0.1988 | - | -| 0.1738 | 3550 | 0.1589 | - | -| 0.1743 | 3560 | 0.0929 | - | -| 0.1748 | 3570 | 0.0916 | - | -| 0.1753 | 3580 | 0.1248 | - | -| 0.1758 | 3590 | 0.0794 | - | -| 0.1763 | 3600 | 0.0566 | - | -| 0.1768 | 3610 | 0.0427 | - | -| 0.1773 | 3620 | 0.0656 | - | -| 0.1778 | 3630 | 0.0537 | - | -| 0.1782 | 3640 | 0.1139 | - | -| 0.1787 | 3650 | 0.0535 | - | -| 0.1792 | 3660 | 0.0753 | - | -| 0.1797 | 3670 | 0.073 | - | -| 0.1802 | 3680 | 0.1053 | - | -| 0.1807 | 3690 | 0.1138 | - | -| 0.1812 | 3700 | 0.1173 | - | -| 0.1817 | 3710 | 0.0983 | - | -| 0.1822 | 3720 | 0.1168 | - | -| 0.1827 | 3730 | 0.1732 | - | -| 0.1831 | 3740 | 0.1568 | - | -| 0.1836 | 3750 | 0.1222 | - | -| 0.1841 | 3760 | 0.1029 | - | -| 0.1846 | 3770 | 0.129 | - | -| 0.1851 | 3780 | 0.1033 | - | -| 0.1856 | 3790 | 0.1062 | - | -| 0.1861 | 3800 | 0.0901 | - | -| 0.1866 | 3810 | 0.1113 | - | -| 0.1871 | 3820 | 0.1488 | - | -| 0.1876 | 3830 | 0.1517 | - | -| 0.1880 | 3840 | 0.1567 | - | -| 0.1885 | 3850 | 0.0574 | - | -| 0.1890 | 3860 | 0.0765 | - | -| 0.1895 | 3870 | 0.1653 | - | -| 0.1900 | 3880 | 0.0785 | - | -| 0.1905 | 3890 | 0.112 | - | -| 0.1910 | 3900 | 0.09 | - | -| 0.1915 | 3910 | 0.0962 | - | -| 0.1920 | 3920 | 0.1064 | - | -| 0.1924 | 3930 | 0.106 | - | -| 0.1929 | 3940 | 0.1154 | - | -| 0.1934 | 3950 | 0.078 | - | -| 0.1939 | 3960 | 0.0996 | - | -| 0.1944 | 3970 | 0.1127 | - | -| 0.1949 | 3980 | 0.1 | - | -| 0.1954 | 3990 | 0.0762 | - | -| 0.1959 | 4000 | 0.0765 | 0.1027 | -| 0.1964 | 4010 | 0.1032 | - | -| 0.1969 | 4020 | 0.1264 | - | -| 0.1973 | 4030 | 0.0933 | - | -| 0.1978 | 4040 | 0.0706 | - | -| 0.1983 | 4050 | 0.0653 | - | -| 0.1988 | 4060 | 0.0756 | - | -| 0.1993 | 4070 | 0.0738 | - | -| 0.1998 | 4080 | 0.1048 | - | -| 0.2003 | 4090 | 0.0912 | - | -| 0.2008 | 4100 | 0.0727 | - | -| 0.2013 | 4110 | 0.1189 | - | -| 0.2018 | 4120 | 0.0525 | - | -| 0.2022 | 4130 | 0.0517 | - | -| 0.2027 | 4140 | 0.0482 | - | -| 0.2032 | 4150 | 0.0655 | - | -| 0.2037 | 4160 | 0.099 | - | -| 0.2042 | 4170 | 0.0904 | - | -| 0.2047 | 4180 | 0.085 | - | -| 0.2052 | 4190 | 0.0637 | - | -| 0.2057 | 4200 | 0.1223 | - | -| 0.2062 | 4210 | 0.092 | - | -| 0.2067 | 4220 | 0.1483 | - | -| 0.2071 | 4230 | 0.1489 | - | -| 0.2076 | 4240 | 0.1015 | - | -| 0.2081 | 4250 | 0.155 | - | -| 0.2086 | 4260 | 0.1409 | - | -| 0.2091 | 4270 | 0.1087 | - | -| 0.2096 | 4280 | 0.0783 | - | -| 0.2101 | 4290 | 0.1459 | - | -| 0.2106 | 4300 | 0.1029 | - | -| 0.2111 | 4310 | 0.0817 | - | -| 0.2115 | 4320 | 0.0847 | - | -| 0.2120 | 4330 | 0.0982 | - | -| 0.2125 | 4340 | 0.09 | - | -| 0.2130 | 4350 | 0.1161 | - | -| 0.2135 | 4360 | 0.1129 | - | -| 0.2140 | 4370 | 0.1239 | - | -| 0.2145 | 4380 | 0.0613 | - | -| 0.2150 | 4390 | 0.0938 | - | -| 0.2155 | 4400 | 0.113 | - | -| 0.2160 | 4410 | 0.129 | - | -| 0.2164 | 4420 | 0.1036 | - | -| 0.2169 | 4430 | 0.1028 | - | -| 0.2174 | 4440 | 0.1011 | - | -| 0.2179 | 4450 | 0.1215 | - | -| 0.2184 | 4460 | 0.0671 | - | -| 0.2189 | 4470 | 0.0797 | - | -| 0.2194 | 4480 | 0.0833 | - | -| 0.2199 | 4490 | 0.1169 | - | -| 0.2204 | 4500 | 0.044 | - | -| 0.2209 | 4510 | 0.0371 | - | -| 0.2213 | 4520 | 0.0519 | - | -| 0.2218 | 4530 | 0.1075 | - | -| 0.2223 | 4540 | 0.0655 | - | -| 0.2228 | 4550 | 0.0887 | - | -| 0.2233 | 4560 | 0.1477 | - | -| 0.2238 | 4570 | 0.0595 | - | -| 0.2243 | 4580 | 0.0799 | - | -| 0.2248 | 4590 | 0.0878 | - | -| 0.2253 | 4600 | 0.0929 | - | -| 0.2257 | 4610 | 0.0926 | - | -| 0.2262 | 4620 | 0.0641 | - | -| 0.2267 | 4630 | 0.1503 | - | -| 0.2272 | 4640 | 0.137 | - | -| 0.2277 | 4650 | 0.0828 | - | -| 0.2282 | 4660 | 0.0622 | - | -| 0.2287 | 4670 | 0.1166 | - | -| 0.2292 | 4680 | 0.1228 | - | -| 0.2297 | 4690 | 0.0365 | - | -| 0.2302 | 4700 | 0.0441 | - | -| 0.2306 | 4710 | 0.0397 | - | -| 0.2311 | 4720 | 0.0598 | - | -| 0.2316 | 4730 | 0.0721 | - | -| 0.2321 | 4740 | 0.0529 | - | -| 0.2326 | 4750 | 0.0757 | - | -| 0.2331 | 4760 | 0.0719 | - | -| 0.2336 | 4770 | 0.0787 | - | -| 0.2341 | 4780 | 0.1102 | - | -| 0.2346 | 4790 | 0.0847 | - | -| 0.2351 | 4800 | 0.0931 | - | -| 0.2355 | 4810 | 0.0981 | - | -| 0.2360 | 4820 | 0.1705 | - | -| 0.2365 | 4830 | 0.1054 | - | -| 0.2370 | 4840 | 0.1323 | - | -| 0.2375 | 4850 | 0.0833 | - | -| 0.2380 | 4860 | 0.1127 | - | -| 0.2385 | 4870 | 0.0978 | - | -| 0.2390 | 4880 | 0.0965 | - | -| 0.2395 | 4890 | 0.0646 | - | -| 0.2399 | 4900 | 0.1204 | - | -| 0.2404 | 4910 | 0.1308 | - | -| 0.2409 | 4920 | 0.1481 | - | -| 0.2414 | 4930 | 0.1441 | - | -| 0.2419 | 4940 | 0.0793 | - | -| 0.2424 | 4950 | 0.0685 | - | -| 0.2429 | 4960 | 0.1135 | - | -| 0.2434 | 4970 | 0.0989 | - | -| 0.2439 | 4980 | 0.1099 | - | -| 0.2444 | 4990 | 0.0746 | - | -| 0.2448 | 5000 | 0.083 | - | -| 0.2453 | 5010 | 0.0797 | - | -| 0.2458 | 5020 | 0.0817 | - | -| 0.2463 | 5030 | 0.0914 | - | -| 0.2468 | 5040 | 0.0864 | - | -| 0.2473 | 5050 | 0.082 | - | -| 0.2478 | 5060 | 0.1238 | - | -| 0.2483 | 5070 | 0.0922 | - | -| 0.2488 | 5080 | 0.0656 | - | -| 0.2493 | 5090 | 0.076 | - | -| 0.2497 | 5100 | 0.0536 | - | -| 0.2502 | 5110 | 0.1061 | - | -| 0.2507 | 5120 | 0.0491 | - | -| 0.2512 | 5130 | 0.0779 | - | -| 0.2517 | 5140 | 0.0326 | - | -| 0.2522 | 5150 | 0.0422 | - | -| 0.2527 | 5160 | 0.0849 | - | -| 0.2532 | 5170 | 0.0916 | - | -| 0.2537 | 5180 | 0.0717 | - | -| 0.2542 | 5190 | 0.0669 | - | -| 0.2546 | 5200 | 0.0675 | - | -| 0.2551 | 5210 | 0.0914 | - | -| 0.2556 | 5220 | 0.0461 | - | -| 0.2561 | 5230 | 0.037 | - | -| 0.2566 | 5240 | 0.0532 | - | -| 0.2571 | 5250 | 0.1071 | - | -| 0.2576 | 5260 | 0.0764 | - | -| 0.2581 | 5270 | 0.08 | - | -| 0.2586 | 5280 | 0.086 | - | -| 0.2590 | 5290 | 0.0795 | - | -| 0.2595 | 5300 | 0.101 | - | -| 0.2600 | 5310 | 0.1379 | - | -| 0.2605 | 5320 | 0.144 | - | -| 0.2610 | 5330 | 0.0848 | - | -| 0.2615 | 5340 | 0.1016 | - | -| 0.2620 | 5350 | 0.1004 | - | -| 0.2625 | 5360 | 0.0911 | - | -| 0.2630 | 5370 | 0.0811 | - | -| 0.2635 | 5380 | 0.1014 | - | -| 0.2639 | 5390 | 0.0808 | - | -| 0.2644 | 5400 | 0.0682 | - | -| 0.2649 | 5410 | 0.0661 | - | -| 0.2654 | 5420 | 0.0722 | - | -| 0.2659 | 5430 | 0.0744 | - | -| 0.2664 | 5440 | 0.0935 | - | -| 0.2669 | 5450 | 0.1014 | - | -| 0.2674 | 5460 | 0.1087 | - | -| 0.2679 | 5470 | 0.0704 | - | -| 0.2684 | 5480 | 0.0487 | - | -| 0.2688 | 5490 | 0.1111 | - | -| 0.2693 | 5500 | 0.0939 | - | -| 0.2698 | 5510 | 0.0834 | - | -| 0.2703 | 5520 | 0.0951 | - | -| 0.2708 | 5530 | 0.0797 | - | -| 0.2713 | 5540 | 0.097 | - | -| 0.2718 | 5550 | 0.1229 | - | -| 0.2723 | 5560 | 0.1156 | - | -| 0.2728 | 5570 | 0.1173 | - | -| 0.2732 | 5580 | 0.1665 | - | -| 0.2737 | 5590 | 0.1172 | - | -| 0.2742 | 5600 | 0.1169 | - | -| 0.2747 | 5610 | 0.0926 | - | -| 0.2752 | 5620 | 0.0896 | - | -| 0.2757 | 5630 | 0.1396 | - | -| 0.2762 | 5640 | 0.132 | - | -| 0.2767 | 5650 | 0.0862 | - | -| 0.2772 | 5660 | 0.1048 | - | -| 0.2777 | 5670 | 0.1336 | - | -| 0.2781 | 5680 | 0.0799 | - | -| 0.2786 | 5690 | 0.0557 | - | -| 0.2791 | 5700 | 0.0345 | - | -| 0.2796 | 5710 | 0.0831 | - | -| 0.2801 | 5720 | 0.0759 | - | -| 0.2806 | 5730 | 0.083 | - | -| 0.2811 | 5740 | 0.1425 | - | -| 0.2816 | 5750 | 0.114 | - | -| 0.2821 | 5760 | 0.085 | - | -| 0.2826 | 5770 | 0.088 | - | -| 0.2830 | 5780 | 0.0976 | - | -| 0.2835 | 5790 | 0.0945 | - | -| 0.2840 | 5800 | 0.0699 | - | -| 0.2845 | 5810 | 0.1009 | - | -| 0.2850 | 5820 | 0.192 | - | -| 0.2855 | 5830 | 0.1152 | - | -| 0.2860 | 5840 | 0.0767 | - | -| 0.2865 | 5850 | 0.1052 | - | -| 0.2870 | 5860 | 0.1044 | - | -| 0.2874 | 5870 | 0.0515 | - | -| 0.2879 | 5880 | 0.0456 | - | -| 0.2884 | 5890 | 0.0538 | - | -| 0.2889 | 5900 | 0.0484 | - | -| 0.2894 | 5910 | 0.0508 | - | -| 0.2899 | 5920 | 0.1131 | - | -| 0.2904 | 5930 | 0.0678 | - | -| 0.2909 | 5940 | 0.0416 | - | -| 0.2914 | 5950 | 0.0743 | - | -| 0.2919 | 5960 | 0.0891 | - | -| 0.2923 | 5970 | 0.1063 | - | -| 0.2928 | 5980 | 0.0888 | - | -| 0.2933 | 5990 | 0.0775 | - | -| 0.2938 | 6000 | 0.1278 | 0.0782 | -| 0.2943 | 6010 | 0.1088 | - | -| 0.2948 | 6020 | 0.0928 | - | -| 0.2953 | 6030 | 0.123 | - | -| 0.2958 | 6040 | 0.0955 | - | -| 0.2963 | 6050 | 0.0788 | - | -| 0.2968 | 6060 | 0.0754 | - | -| 0.2972 | 6070 | 0.0973 | - | -| 0.2977 | 6080 | 0.0754 | - | -| 0.2982 | 6090 | 0.1176 | - | -| 0.2987 | 6100 | 0.1307 | - | -| 0.2992 | 6110 | 0.1045 | - | -| 0.2997 | 6120 | 0.1078 | - | -| 0.3002 | 6130 | 0.0372 | - | -| 0.3007 | 6140 | 0.0789 | - | -| 0.3012 | 6150 | 0.1295 | - | -| 0.3017 | 6160 | 0.0692 | - | -| 0.3021 | 6170 | 0.0815 | - | -| 0.3026 | 6180 | 0.0655 | - | -| 0.3031 | 6190 | 0.0717 | - | -| 0.3036 | 6200 | 0.0728 | - | -| 0.3041 | 6210 | 0.0748 | - | -| 0.3046 | 6220 | 0.0971 | - | -| 0.3051 | 6230 | 0.0448 | - | -| 0.3056 | 6240 | 0.0889 | - | -| 0.3061 | 6250 | 0.1217 | - | -| 0.3065 | 6260 | 0.0586 | - | -| 0.3070 | 6270 | 0.0765 | - | -| 0.3075 | 6280 | 0.0601 | - | -| 0.3080 | 6290 | 0.116 | - | -| 0.3085 | 6300 | 0.0626 | - | -| 0.3090 | 6310 | 0.0618 | - | -| 0.3095 | 6320 | 0.0426 | - | -| 0.3100 | 6330 | 0.0473 | - | -| 0.3105 | 6340 | 0.0819 | - | -| 0.3110 | 6350 | 0.0797 | - | -| 0.3114 | 6360 | 0.0859 | - | -| 0.3119 | 6370 | 0.0794 | - | -| 0.3124 | 6380 | 0.0396 | - | -| 0.3129 | 6390 | 0.1117 | - | -| 0.3134 | 6400 | 0.0382 | - | -| 0.3139 | 6410 | 0.0412 | - | -| 0.3144 | 6420 | 0.0567 | - | -| 0.3149 | 6430 | 0.0772 | - | -| 0.3154 | 6440 | 0.065 | - | -| 0.3159 | 6450 | 0.0796 | - | -| 0.3163 | 6460 | 0.0565 | - | -| 0.3168 | 6470 | 0.0604 | - | -| 0.3173 | 6480 | 0.0882 | - | -| 0.3178 | 6490 | 0.0787 | - | -| 0.3183 | 6500 | 0.1398 | - | -| 0.3188 | 6510 | 0.0567 | - | -| 0.3193 | 6520 | 0.0901 | - | -| 0.3198 | 6530 | 0.1118 | - | -| 0.3203 | 6540 | 0.0952 | - | -| 0.3207 | 6550 | 0.063 | - | -| 0.3212 | 6560 | 0.0842 | - | -| 0.3217 | 6570 | 0.1133 | - | -| 0.3222 | 6580 | 0.0586 | - | -| 0.3227 | 6590 | 0.0759 | - | -| 0.3232 | 6600 | 0.0681 | - | -| 0.3237 | 6610 | 0.0823 | - | -| 0.3242 | 6620 | 0.0541 | - | -| 0.3247 | 6630 | 0.0714 | - | -| 0.3252 | 6640 | 0.1007 | - | -| 0.3256 | 6650 | 0.0655 | - | -| 0.3261 | 6660 | 0.0506 | - | -| 0.3266 | 6670 | 0.0662 | - | -| 0.3271 | 6680 | 0.1119 | - | -| 0.3276 | 6690 | 0.0681 | - | -| 0.3281 | 6700 | 0.0675 | - | -| 0.3286 | 6710 | 0.0697 | - | -| 0.3291 | 6720 | 0.0652 | - | -| 0.3296 | 6730 | 0.0885 | - | -| 0.3301 | 6740 | 0.0618 | - | -| 0.3305 | 6750 | 0.0554 | - | -| 0.3310 | 6760 | 0.0851 | - | -| 0.3315 | 6770 | 0.0835 | - | -| 0.3320 | 6780 | 0.0357 | - | -| 0.3325 | 6790 | 0.031 | - | -| 0.3330 | 6800 | 0.0462 | - | -| 0.3335 | 6810 | 0.0906 | - | -| 0.3340 | 6820 | 0.0513 | - | -| 0.3345 | 6830 | 0.0832 | - | -| 0.3349 | 6840 | 0.1112 | - | -| 0.3354 | 6850 | 0.0429 | - | -| 0.3359 | 6860 | 0.0711 | - | -| 0.3364 | 6870 | 0.0754 | - | -| 0.3369 | 6880 | 0.0678 | - | -| 0.3374 | 6890 | 0.0674 | - | -| 0.3379 | 6900 | 0.0554 | - | -| 0.3384 | 6910 | 0.1501 | - | -| 0.3389 | 6920 | 0.1062 | - | -| 0.3394 | 6930 | 0.0529 | - | -| 0.3398 | 6940 | 0.0607 | - | -| 0.3403 | 6950 | 0.1078 | - | -| 0.3408 | 6960 | 0.0495 | - | -| 0.3413 | 6970 | 0.0374 | - | -| 0.3418 | 6980 | 0.0286 | - | -| 0.3423 | 6990 | 0.0323 | - | -| 0.3428 | 7000 | 0.0402 | - | -| 0.3433 | 7010 | 0.0705 | - | -| 0.3438 | 7020 | 0.0278 | - | -| 0.3443 | 7030 | 0.0678 | - | -| 0.3447 | 7040 | 0.0536 | - | -| 0.3452 | 7050 | 0.0711 | - | -| 0.3457 | 7060 | 0.0715 | - | -| 0.3462 | 7070 | 0.0639 | - | -| 0.3467 | 7080 | 0.0602 | - | -| 0.3472 | 7090 | 0.0841 | - | -| 0.3477 | 7100 | 0.108 | - | -| 0.3482 | 7110 | 0.11 | - | -| 0.3487 | 7120 | 0.0801 | - | -| 0.3492 | 7130 | 0.0693 | - | -| 0.3496 | 7140 | 0.0939 | - | -| 0.3501 | 7150 | 0.0498 | - | -| 0.3506 | 7160 | 0.0556 | - | -| 0.3511 | 7170 | 0.0741 | - | -| 0.3516 | 7180 | 0.0702 | - | -| 0.3521 | 7190 | 0.1051 | - | -| 0.3526 | 7200 | 0.1164 | - | -| 0.3531 | 7210 | 0.0927 | - | -| 0.3536 | 7220 | 0.0462 | - | -| 0.3540 | 7230 | 0.0595 | - | -| 0.3545 | 7240 | 0.1006 | - | -| 0.3550 | 7250 | 0.0497 | - | -| 0.3555 | 7260 | 0.0816 | - | -| 0.3560 | 7270 | 0.054 | - | -| 0.3565 | 7280 | 0.0837 | - | -| 0.3570 | 7290 | 0.063 | - | -| 0.3575 | 7300 | 0.067 | - | -| 0.3580 | 7310 | 0.0736 | - | -| 0.3585 | 7320 | 0.0441 | - | -| 0.3589 | 7330 | 0.0626 | - | -| 0.3594 | 7340 | 0.0875 | - | -| 0.3599 | 7350 | 0.0578 | - | -| 0.3604 | 7360 | 0.0421 | - | -| 0.3609 | 7370 | 0.0595 | - | -| 0.3614 | 7380 | 0.0412 | - | -| 0.3619 | 7390 | 0.0768 | - | -| 0.3624 | 7400 | 0.042 | - | -| 0.3629 | 7410 | 0.0544 | - | -| 0.3634 | 7420 | 0.0463 | - | -| 0.3638 | 7430 | 0.0561 | - | -| 0.3643 | 7440 | 0.052 | - | -| 0.3648 | 7450 | 0.0736 | - | -| 0.3653 | 7460 | 0.0552 | - | -| 0.3658 | 7470 | 0.0391 | - | -| 0.3663 | 7480 | 0.0849 | - | -| 0.3668 | 7490 | 0.0345 | - | -| 0.3673 | 7500 | 0.0359 | - | -| 0.3678 | 7510 | 0.0322 | - | -| 0.3682 | 7520 | 0.0534 | - | -| 0.3687 | 7530 | 0.0703 | - | -| 0.3692 | 7540 | 0.061 | - | -| 0.3697 | 7550 | 0.07 | - | -| 0.3702 | 7560 | 0.0479 | - | -| 0.3707 | 7570 | 0.0683 | - | -| 0.3712 | 7580 | 0.0686 | - | -| 0.3717 | 7590 | 0.1208 | - | -| 0.3722 | 7600 | 0.1042 | - | -| 0.3727 | 7610 | 0.087 | - | -| 0.3731 | 7620 | 0.0845 | - | -| 0.3736 | 7630 | 0.0654 | - | -| 0.3741 | 7640 | 0.064 | - | -| 0.3746 | 7650 | 0.0513 | - | -| 0.3751 | 7660 | 0.1171 | - | -| 0.3756 | 7670 | 0.0434 | - | -| 0.3761 | 7680 | 0.0701 | - | -| 0.3766 | 7690 | 0.0588 | - | -| 0.3771 | 7700 | 0.0544 | - | -| 0.3776 | 7710 | 0.055 | - | -| 0.3780 | 7720 | 0.0664 | - | -| 0.3785 | 7730 | 0.0914 | - | -| 0.3790 | 7740 | 0.0736 | - | -| 0.3795 | 7750 | 0.0548 | - | -| 0.3800 | 7760 | 0.0594 | - | -| 0.3805 | 7770 | 0.0635 | - | -| 0.3810 | 7780 | 0.0821 | - | -| 0.3815 | 7790 | 0.0721 | - | -| 0.3820 | 7800 | 0.0628 | - | -| 0.3824 | 7810 | 0.0896 | - | -| 0.3829 | 7820 | 0.0951 | - | -| 0.3834 | 7830 | 0.0486 | - | -| 0.3839 | 7840 | 0.0573 | - | -| 0.3844 | 7850 | 0.0631 | - | -| 0.3849 | 7860 | 0.0911 | - | -| 0.3854 | 7870 | 0.0401 | - | -| 0.3859 | 7880 | 0.0211 | - | -| 0.3864 | 7890 | 0.0376 | - | -| 0.3869 | 7900 | 0.0821 | - | -| 0.3873 | 7910 | 0.0478 | - | -| 0.3878 | 7920 | 0.0602 | - | -| 0.3883 | 7930 | 0.0875 | - | -| 0.3888 | 7940 | 0.0487 | - | -| 0.3893 | 7950 | 0.0634 | - | -| 0.3898 | 7960 | 0.0676 | - | -| 0.3903 | 7970 | 0.0567 | - | -| 0.3908 | 7980 | 0.0645 | - | -| 0.3913 | 7990 | 0.0364 | - | -| 0.3918 | 8000 | 0.1394 | 0.0787 | -| 0.3922 | 8010 | 0.114 | - | -| 0.3927 | 8020 | 0.0501 | - | -| 0.3932 | 8030 | 0.0464 | - | -| 0.3937 | 8040 | 0.102 | - | -| 0.3942 | 8050 | 0.069 | - | -| 0.3947 | 8060 | 0.0314 | - | -| 0.3952 | 8070 | 0.03 | - | -| 0.3957 | 8080 | 0.0315 | - | -| 0.3962 | 8090 | 0.0343 | - | -| 0.3967 | 8100 | 0.059 | - | -| 0.3971 | 8110 | 0.0401 | - | -| 0.3976 | 8120 | 0.0543 | - | -| 0.3981 | 8130 | 0.0517 | - | -| 0.3986 | 8140 | 0.0632 | - | -| 0.3991 | 8150 | 0.0767 | - | -| 0.3996 | 8160 | 0.0593 | - | -| 0.4001 | 8170 | 0.0809 | - | -| 0.4006 | 8180 | 0.0508 | - | -| 0.4011 | 8190 | 0.1214 | - | -| 0.4015 | 8200 | 0.0616 | - | -| 0.4020 | 8210 | 0.0635 | - | -| 0.4025 | 8220 | 0.057 | - | -| 0.4030 | 8230 | 0.0912 | - | -| 0.4035 | 8240 | 0.0475 | - | -| 0.4040 | 8250 | 0.056 | - | -| 0.4045 | 8260 | 0.0529 | - | -| 0.4050 | 8270 | 0.0535 | - | -| 0.4055 | 8280 | 0.1044 | - | -| 0.4060 | 8290 | 0.0919 | - | -| 0.4064 | 8300 | 0.0663 | - | -| 0.4069 | 8310 | 0.0728 | - | -| 0.4074 | 8320 | 0.0439 | - | -| 0.4079 | 8330 | 0.0793 | - | -| 0.4084 | 8340 | 0.0526 | - | -| 0.4089 | 8350 | 0.069 | - | -| 0.4094 | 8360 | 0.0529 | - | -| 0.4099 | 8370 | 0.0439 | - | -| 0.4104 | 8380 | 0.0723 | - | -| 0.4109 | 8390 | 0.0655 | - | -| 0.4113 | 8400 | 0.0511 | - | -| 0.4118 | 8410 | 0.0673 | - | -| 0.4123 | 8420 | 0.0564 | - | -| 0.4128 | 8430 | 0.0759 | - | -| 0.4133 | 8440 | 0.0613 | - | -| 0.4138 | 8450 | 0.0469 | - | -| 0.4143 | 8460 | 0.0571 | - | -| 0.4148 | 8470 | 0.0404 | - | -| 0.4153 | 8480 | 0.0615 | - | -| 0.4157 | 8490 | 0.0436 | - | -| 0.4162 | 8500 | 0.037 | - | -| 0.4167 | 8510 | 0.0282 | - | -| 0.4172 | 8520 | 0.0625 | - | -| 0.4177 | 8530 | 0.0502 | - | -| 0.4182 | 8540 | 0.052 | - | -| 0.4187 | 8550 | 0.0413 | - | -| 0.4192 | 8560 | 0.0455 | - | -| 0.4197 | 8570 | 0.0569 | - | -| 0.4202 | 8580 | 0.0525 | - | -| 0.4206 | 8590 | 0.0252 | - | -| 0.4211 | 8600 | 0.0321 | - | -| 0.4216 | 8610 | 0.0338 | - | -| 0.4221 | 8620 | 0.0571 | - | -| 0.4226 | 8630 | 0.0324 | - | -| 0.4231 | 8640 | 0.0621 | - | -| 0.4236 | 8650 | 0.0691 | - | -| 0.4241 | 8660 | 0.0651 | - | -| 0.4246 | 8670 | 0.0502 | - | -| 0.4251 | 8680 | 0.0907 | - | -| 0.4255 | 8690 | 0.0883 | - | -| 0.4260 | 8700 | 0.0561 | - | -| 0.4265 | 8710 | 0.0799 | - | -| 0.4270 | 8720 | 0.0529 | - | -| 0.4275 | 8730 | 0.0792 | - | -| 0.4280 | 8740 | 0.0721 | - | -| 0.4285 | 8750 | 0.0868 | - | -| 0.4290 | 8760 | 0.0607 | - | -| 0.4295 | 8770 | 0.035 | - | -| 0.4299 | 8780 | 0.048 | - | -| 0.4304 | 8790 | 0.051 | - | -| 0.4309 | 8800 | 0.0432 | - | -| 0.4314 | 8810 | 0.0814 | - | -| 0.4319 | 8820 | 0.0754 | - | -| 0.4324 | 8830 | 0.0635 | - | -| 0.4329 | 8840 | 0.0543 | - | -| 0.4334 | 8850 | 0.0619 | - | -| 0.4339 | 8860 | 0.0669 | - | -| 0.4344 | 8870 | 0.1203 | - | -| 0.4348 | 8880 | 0.3517 | - | -| 0.4353 | 8890 | 0.3179 | - | -| 0.4358 | 8900 | 0.2704 | - | -| 0.4363 | 8910 | 0.1856 | - | -| 0.4368 | 8920 | 0.1993 | - | -| 0.4373 | 8930 | 0.1483 | - | -| 0.4378 | 8940 | 0.1192 | - | -| 0.4383 | 8950 | 0.1476 | - | -| 0.4388 | 8960 | 0.0795 | - | -| 0.4393 | 8970 | 0.0815 | - | -| 0.4397 | 8980 | 0.1017 | - | -| 0.4402 | 8990 | 0.1077 | - | -| 0.4407 | 9000 | 0.0486 | - | -| 0.4412 | 9010 | 0.0359 | - | -| 0.4417 | 9020 | 0.0562 | - | -| 0.4422 | 9030 | 0.093 | - | -| 0.4427 | 9040 | 0.0569 | - | -| 0.4432 | 9050 | 0.1455 | - | -| 0.4437 | 9060 | 0.0964 | - | -| 0.4442 | 9070 | 0.0512 | - | -| 0.4446 | 9080 | 0.0741 | - | -| 0.4451 | 9090 | 0.0744 | - | -| 0.4456 | 9100 | 0.0518 | - | -| 0.4461 | 9110 | 0.0626 | - | -| 0.4466 | 9120 | 0.0524 | - | -| 0.4471 | 9130 | 0.125 | - | -| 0.4476 | 9140 | 0.1071 | - | -| 0.4481 | 9150 | 0.0578 | - | -| 0.4486 | 9160 | 0.076 | - | -| 0.4490 | 9170 | 0.0779 | - | -| 0.4495 | 9180 | 0.0496 | - | -| 0.4500 | 9190 | 0.0274 | - | -| 0.4505 | 9200 | 0.0323 | - | -| 0.4510 | 9210 | 0.0459 | - | -| 0.4515 | 9220 | 0.0304 | - | -| 0.4520 | 9230 | 0.0628 | - | -| 0.4525 | 9240 | 0.0249 | - | -| 0.4530 | 9250 | 0.0518 | - | -| 0.4535 | 9260 | 0.0501 | - | -| 0.4539 | 9270 | 0.0486 | - | -| 0.4544 | 9280 | 0.0588 | - | -| 0.4549 | 9290 | 0.0578 | - | -| 0.4554 | 9300 | 0.0605 | - | -| 0.4559 | 9310 | 0.0668 | - | -| 0.4564 | 9320 | 0.08 | - | -| 0.4569 | 9330 | 0.0723 | - | -| 0.4574 | 9340 | 0.0622 | - | -| 0.4579 | 9350 | 0.0535 | - | -| 0.4584 | 9360 | 0.0672 | - | -| 0.4588 | 9370 | 0.0485 | - | -| 0.4593 | 9380 | 0.0481 | - | -| 0.4598 | 9390 | 0.0433 | - | -| 0.4603 | 9400 | 0.0556 | - | -| 0.4608 | 9410 | 0.0936 | - | -| 0.4613 | 9420 | 0.1074 | - | -| 0.4618 | 9430 | 0.0623 | - | -| 0.4623 | 9440 | 0.032 | - | -| 0.4628 | 9450 | 0.0442 | - | -| 0.4632 | 9460 | 0.0772 | - | -| 0.4637 | 9470 | 0.0545 | - | -| 0.4642 | 9480 | 0.0551 | - | -| 0.4647 | 9490 | 0.033 | - | -| 0.4652 | 9500 | 0.0456 | - | -| 0.4657 | 9510 | 0.0537 | - | -| 0.4662 | 9520 | 0.0532 | - | -| 0.4667 | 9530 | 0.0577 | - | -| 0.4672 | 9540 | 0.0395 | - | -| 0.4677 | 9550 | 0.053 | - | -| 0.4681 | 9560 | 0.0637 | - | -| 0.4686 | 9570 | 0.0469 | - | -| 0.4691 | 9580 | 0.0438 | - | -| 0.4696 | 9590 | 0.0537 | - | -| 0.4701 | 9600 | 0.0329 | - | -| 0.4706 | 9610 | 0.0463 | - | -| 0.4711 | 9620 | 0.0324 | - | -| 0.4716 | 9630 | 0.0297 | - | -| 0.4721 | 9640 | 0.0252 | - | -| 0.4726 | 9650 | 0.0471 | - | -| 0.4730 | 9660 | 0.0335 | - | -| 0.4735 | 9670 | 0.0447 | - | -| 0.4740 | 9680 | 0.0355 | - | -| 0.4745 | 9690 | 0.0342 | - | -| 0.4750 | 9700 | 0.0571 | - | -| 0.4755 | 9710 | 0.0313 | - | -| 0.4760 | 9720 | 0.0225 | - | -| 0.4765 | 9730 | 0.0275 | - | -| 0.4770 | 9740 | 0.0284 | - | -| 0.4774 | 9750 | 0.0485 | - | -| 0.4779 | 9760 | 0.0473 | - | -| 0.4784 | 9770 | 0.0518 | - | -| 0.4789 | 9780 | 0.0372 | - | -| 0.4794 | 9790 | 0.0415 | - | -| 0.4799 | 9800 | 0.0483 | - | -| 0.4804 | 9810 | 0.0583 | - | -| 0.4809 | 9820 | 0.0516 | - | -| 0.4814 | 9830 | 0.0345 | - | -| 0.4819 | 9840 | 0.0439 | - | -| 0.4823 | 9850 | 0.0493 | - | -| 0.4828 | 9860 | 0.0493 | - | -| 0.4833 | 9870 | 0.0347 | - | -| 0.4838 | 9880 | 0.0822 | - | -| 0.4843 | 9890 | 0.0356 | - | -| 0.4848 | 9900 | 0.0341 | - | -| 0.4853 | 9910 | 0.0325 | - | -| 0.4858 | 9920 | 0.0385 | - | -| 0.4863 | 9930 | 0.0346 | - | -| 0.4868 | 9940 | 0.0505 | - | -| 0.4872 | 9950 | 0.0533 | - | -| 0.4877 | 9960 | 0.0457 | - | -| 0.4882 | 9970 | 0.0292 | - | -| 0.4887 | 9980 | 0.0308 | - | -| 0.4892 | 9990 | 0.0472 | - | -| 0.4897 | 10000 | 0.0551 | 0.0589 | -| 0.4902 | 10010 | 0.0423 | - | -| 0.4907 | 10020 | 0.0417 | - | -| 0.4912 | 10030 | 0.0358 | - | -| 0.4917 | 10040 | 0.0463 | - | -| 0.4921 | 10050 | 0.0266 | - | -| 0.4926 | 10060 | 0.0291 | - | -| 0.4931 | 10070 | 0.03 | - | -| 0.4936 | 10080 | 0.0386 | - | -| 0.4941 | 10090 | 0.0294 | - | -| 0.4946 | 10100 | 0.0158 | - | -| 0.4951 | 10110 | 0.0194 | - | -| 0.4956 | 10120 | 0.0345 | - | -| 0.4961 | 10130 | 0.0309 | - | -| 0.4965 | 10140 | 0.0417 | - | -| 0.4970 | 10150 | 0.0639 | - | -| 0.4975 | 10160 | 0.0245 | - | -| 0.4980 | 10170 | 0.0342 | - | -| 0.4985 | 10180 | 0.0327 | - | -| 0.4990 | 10190 | 0.0516 | - | -| 0.4995 | 10200 | 0.0426 | - | -| 0.5000 | 10210 | 0.0276 | - | -| 0.5005 | 10220 | 0.0576 | - | -| 0.5010 | 10230 | 0.0448 | - | -| 0.5014 | 10240 | 0.0346 | - | -| 0.5019 | 10250 | 0.0271 | - | -| 0.5024 | 10260 | 0.0419 | - | -| 0.5029 | 10270 | 0.0432 | - | -| 0.5034 | 10280 | 0.0168 | - | -| 0.5039 | 10290 | 0.0262 | - | -| 0.5044 | 10300 | 0.018 | - | -| 0.5049 | 10310 | 0.0222 | - | -| 0.5054 | 10320 | 0.0306 | - | -| 0.5059 | 10330 | 0.0155 | - | -| 0.5063 | 10340 | 0.0217 | - | -| 0.5068 | 10350 | 0.0231 | - | -| 0.5073 | 10360 | 0.0262 | - | -| 0.5078 | 10370 | 0.0372 | - | -| 0.5083 | 10380 | 0.0247 | - | -| 0.5088 | 10390 | 0.0373 | - | -| 0.5093 | 10400 | 0.0334 | - | -| 0.5098 | 10410 | 0.0526 | - | -| 0.5103 | 10420 | 0.0373 | - | -| 0.5107 | 10430 | 0.0372 | - | -| 0.5112 | 10440 | 0.0261 | - | -| 0.5117 | 10450 | 0.0337 | - | -| 0.5122 | 10460 | 0.0288 | - | -| 0.5127 | 10470 | 0.0288 | - | -| 0.5132 | 10480 | 0.0279 | - | -| 0.5137 | 10490 | 0.0374 | - | -| 0.5142 | 10500 | 0.0482 | - | -| 0.5147 | 10510 | 0.047 | - | -| 0.5152 | 10520 | 0.0397 | - | -| 0.5156 | 10530 | 0.0215 | - | -| 0.5161 | 10540 | 0.0172 | - | -| 0.5166 | 10550 | 0.0324 | - | -| 0.5171 | 10560 | 0.0302 | - | -| 0.5176 | 10570 | 0.0265 | - | -| 0.5181 | 10580 | 0.027 | - | -| 0.5186 | 10590 | 0.0215 | - | -| 0.5191 | 10600 | 0.0274 | - | -| 0.5196 | 10610 | 0.03 | - | -| 0.5201 | 10620 | 0.0282 | - | -| 0.5205 | 10630 | 0.028 | - | -| 0.5210 | 10640 | 0.0387 | - | -| 0.5215 | 10650 | 0.0309 | - | -| 0.5220 | 10660 | 0.0294 | - | -| 0.5225 | 10670 | 0.0204 | - | -| 0.5230 | 10680 | 0.0168 | - | -| 0.5235 | 10690 | 0.0209 | - | -| 0.5240 | 10700 | 0.0303 | - | -| 0.5245 | 10710 | 0.0178 | - | -| 0.5249 | 10720 | 0.0204 | - | -| 0.5254 | 10730 | 0.0113 | - | -| 0.5259 | 10740 | 0.0152 | - | -| 0.5264 | 10750 | 0.0273 | - | -| 0.5269 | 10760 | 0.0223 | - | -| 0.5274 | 10770 | 0.0308 | - | -| 0.5279 | 10780 | 0.0255 | - | -| 0.5284 | 10790 | 0.0278 | - | -| 0.5289 | 10800 | 0.0241 | - | -| 0.5294 | 10810 | 0.0148 | - | -| 0.5298 | 10820 | 0.0149 | - | -| 0.5303 | 10830 | 0.0224 | - | -| 0.5308 | 10840 | 0.0312 | - | -| 0.5313 | 10850 | 0.0241 | - | -| 0.5318 | 10860 | 0.0224 | - | -| 0.5323 | 10870 | 0.0223 | - | -| 0.5328 | 10880 | 0.0247 | - | -| 0.5333 | 10890 | 0.0202 | - | -| 0.5338 | 10900 | 0.0374 | - | -| 0.5343 | 10910 | 0.0376 | - | -| 0.5347 | 10920 | 0.0193 | - | -| 0.5352 | 10930 | 0.0258 | - | -| 0.5357 | 10940 | 0.0272 | - | -| 0.5362 | 10950 | 0.024 | - | -| 0.5367 | 10960 | 0.0192 | - | -| 0.5372 | 10970 | 0.0386 | - | -| 0.5377 | 10980 | 0.0305 | - | -| 0.5382 | 10990 | 0.0158 | - | -| 0.5387 | 11000 | 0.0206 | - | -| 0.5392 | 11010 | 0.0255 | - | -| 0.5396 | 11020 | 0.0248 | - | -| 0.5401 | 11030 | 0.0275 | - | -| 0.5406 | 11040 | 0.0322 | - | -| 0.5411 | 11050 | 0.0297 | - | -| 0.5416 | 11060 | 0.0194 | - | -| 0.5421 | 11070 | 0.02 | - | -| 0.5426 | 11080 | 0.0195 | - | -| 0.5431 | 11090 | 0.0274 | - | -| 0.5436 | 11100 | 0.0184 | - | -| 0.5440 | 11110 | 0.0207 | - | -| 0.5445 | 11120 | 0.0239 | - | -| 0.5450 | 11130 | 0.0251 | - | -| 0.5455 | 11140 | 0.0247 | - | -| 0.5460 | 11150 | 0.0223 | - | -| 0.5465 | 11160 | 0.0248 | - | -| 0.5470 | 11170 | 0.0242 | - | -| 0.5475 | 11180 | 0.018 | - | -| 0.5480 | 11190 | 0.0144 | - | -| 0.5485 | 11200 | 0.0133 | - | -| 0.5489 | 11210 | 0.026 | - | -| 0.5494 | 11220 | 0.0164 | - | -| 0.5499 | 11230 | 0.0142 | - | -| 0.5504 | 11240 | 0.0385 | - | -| 0.5509 | 11250 | 0.0229 | - | -| 0.5514 | 11260 | 0.0132 | - | -| 0.5519 | 11270 | 0.0194 | - | -| 0.5524 | 11280 | 0.0207 | - | -| 0.5529 | 11290 | 0.0161 | - | -| 0.5534 | 11300 | 0.0203 | - | -| 0.5538 | 11310 | 0.0299 | - | -| 0.5543 | 11320 | 0.0357 | - | -| 0.5548 | 11330 | 0.0207 | - | -| 0.5553 | 11340 | 0.016 | - | -| 0.5558 | 11350 | 0.0243 | - | -| 0.5563 | 11360 | 0.0239 | - | -| 0.5568 | 11370 | 0.0085 | - | -| 0.5573 | 11380 | 0.0127 | - | -| 0.5578 | 11390 | 0.0173 | - | -| 0.5582 | 11400 | 0.0129 | - | -| 0.5587 | 11410 | 0.0117 | - | -| 0.5592 | 11420 | 0.0176 | - | -| 0.5597 | 11430 | 0.013 | - | -| 0.5602 | 11440 | 0.013 | - | -| 0.5607 | 11450 | 0.0144 | - | -| 0.5612 | 11460 | 0.024 | - | -| 0.5617 | 11470 | 0.0264 | - | -| 0.5622 | 11480 | 0.018 | - | -| 0.5627 | 11490 | 0.0168 | - | -| 0.5631 | 11500 | 0.0304 | - | -| 0.5636 | 11510 | 0.0261 | - | -| 0.5641 | 11520 | 0.0213 | - | -| 0.5646 | 11530 | 0.0277 | - | -| 0.5651 | 11540 | 0.0234 | - | -| 0.5656 | 11550 | 0.0216 | - | -| 0.5661 | 11560 | 0.0183 | - | -| 0.5666 | 11570 | 0.0167 | - | -| 0.5671 | 11580 | 0.0187 | - | -| 0.5676 | 11590 | 0.0203 | - | -| 0.5680 | 11600 | 0.0355 | - | -| 0.5685 | 11610 | 0.0233 | - | -| 0.5690 | 11620 | 0.0191 | - | -| 0.5695 | 11630 | 0.0143 | - | -| 0.5700 | 11640 | 0.0221 | - | -| 0.5705 | 11650 | 0.0236 | - | -| 0.5710 | 11660 | 0.0184 | - | -| 0.5715 | 11670 | 0.0174 | - | -| 0.5720 | 11680 | 0.0112 | - | -| 0.5724 | 11690 | 0.0151 | - | -| 0.5729 | 11700 | 0.0166 | - | -| 0.5734 | 11710 | 0.0199 | - | -| 0.5739 | 11720 | 0.0256 | - | -| 0.5744 | 11730 | 0.0135 | - | -| 0.5749 | 11740 | 0.0246 | - | -| 0.5754 | 11750 | 0.0285 | - | -| 0.5759 | 11760 | 0.0169 | - | -| 0.5764 | 11770 | 0.0163 | - | -| 0.5769 | 11780 | 0.0111 | - | -| 0.5773 | 11790 | 0.0239 | - | -| 0.5778 | 11800 | 0.0136 | - | -| 0.5783 | 11810 | 0.0232 | - | -| 0.5788 | 11820 | 0.0096 | - | -| 0.5793 | 11830 | 0.009 | - | -| 0.5798 | 11840 | 0.0164 | - | -| 0.5803 | 11850 | 0.0144 | - | -| 0.5808 | 11860 | 0.0138 | - | -| 0.5813 | 11870 | 0.0157 | - | -| 0.5818 | 11880 | 0.0138 | - | -| 0.5822 | 11890 | 0.0208 | - | -| 0.5827 | 11900 | 0.011 | - | -| 0.5832 | 11910 | 0.0094 | - | -| 0.5837 | 11920 | 0.0128 | - | -| 0.5842 | 11930 | 0.0272 | - | -| 0.5847 | 11940 | 0.0139 | - | -| 0.5852 | 11950 | 0.0193 | - | -| 0.5857 | 11960 | 0.0163 | - | -| 0.5862 | 11970 | 0.0147 | - | -| 0.5867 | 11980 | 0.0223 | - | -| 0.5871 | 11990 | 0.0173 | - | -| 0.5876 | 12000 | 0.0307 | 0.1040 | -| 0.5881 | 12010 | 0.0248 | - | -| 0.5886 | 12020 | 0.0238 | - | -| 0.5891 | 12030 | 0.0251 | - | -| 0.5896 | 12040 | 0.0193 | - | -| 0.5901 | 12050 | 0.0143 | - | -| 0.5906 | 12060 | 0.0208 | - | -| 0.5911 | 12070 | 0.023 | - | -| 0.5915 | 12080 | 0.0151 | - | -| 0.5920 | 12090 | 0.0232 | - | -| 0.5925 | 12100 | 0.0135 | - | -| 0.5930 | 12110 | 0.013 | - | -| 0.5935 | 12120 | 0.0189 | - | -| 0.5940 | 12130 | 0.0209 | - | -| 0.5945 | 12140 | 0.0204 | - | -| 0.5950 | 12150 | 0.0174 | - | -| 0.5955 | 12160 | 0.0104 | - | -| 0.5960 | 12170 | 0.0153 | - | -| 0.5964 | 12180 | 0.0282 | - | -| 0.5969 | 12190 | 0.0207 | - | -| 0.5974 | 12200 | 0.0162 | - | -| 0.5979 | 12210 | 0.0215 | - | -| 0.5984 | 12220 | 0.0173 | - | -| 0.5989 | 12230 | 0.0209 | - | -| 0.5994 | 12240 | 0.0158 | - | -| 0.5999 | 12250 | 0.0127 | - | -| 0.6004 | 12260 | 0.0182 | - | -| 0.6009 | 12270 | 0.0161 | - | -| 0.6013 | 12280 | 0.0096 | - | -| 0.6018 | 12290 | 0.0119 | - | -| 0.6023 | 12300 | 0.0139 | - | -| 0.6028 | 12310 | 0.0203 | - | -| 0.6033 | 12320 | 0.0111 | - | -| 0.6038 | 12330 | 0.0301 | - | -| 0.6043 | 12340 | 0.0167 | - | -| 0.6048 | 12350 | 0.0136 | - | -| 0.6053 | 12360 | 0.0146 | - | -| 0.6057 | 12370 | 0.0166 | - | -| 0.6062 | 12380 | 0.0147 | - | -| 0.6067 | 12390 | 0.0176 | - | -| 0.6072 | 12400 | 0.0144 | - | -| 0.6077 | 12410 | 0.0237 | - | -| 0.6082 | 12420 | 0.0217 | - | -| 0.6087 | 12430 | 0.0123 | - | -| 0.6092 | 12440 | 0.0115 | - | -| 0.6097 | 12450 | 0.0219 | - | -| 0.6102 | 12460 | 0.0116 | - | -| 0.6106 | 12470 | 0.01 | - | -| 0.6111 | 12480 | 0.0083 | - | -| 0.6116 | 12490 | 0.0118 | - | -| 0.6121 | 12500 | 0.0111 | - | -| 0.6126 | 12510 | 0.0149 | - | -| 0.6131 | 12520 | 0.0064 | - | -| 0.6136 | 12530 | 0.0173 | - | -| 0.6141 | 12540 | 0.0117 | - | -| 0.6146 | 12550 | 0.014 | - | -| 0.6151 | 12560 | 0.0252 | - | -| 0.6155 | 12570 | 0.0203 | - | -| 0.6160 | 12580 | 0.0127 | - | -| 0.6165 | 12590 | 0.0199 | - | -| 0.6170 | 12600 | 0.0186 | - | -| 0.6175 | 12610 | 0.0264 | - | -| 0.6180 | 12620 | 0.0221 | - | -| 0.6185 | 12630 | 0.0156 | - | -| 0.6190 | 12640 | 0.0222 | - | -| 0.6195 | 12650 | 0.0132 | - | -| 0.6200 | 12660 | 0.0112 | - | -| 0.6204 | 12670 | 0.0193 | - | -| 0.6209 | 12680 | 0.02 | - | -| 0.6214 | 12690 | 0.0196 | - | -| 0.6219 | 12700 | 0.0228 | - | -| 0.6224 | 12710 | 0.0183 | - | -| 0.6229 | 12720 | 0.0125 | - | -| 0.6234 | 12730 | 0.014 | - | -| 0.6239 | 12740 | 0.0255 | - | -| 0.6244 | 12750 | 0.0158 | - | -| 0.6248 | 12760 | 0.0193 | - | -| 0.6253 | 12770 | 0.0093 | - | -| 0.6258 | 12780 | 0.0165 | - | -| 0.6263 | 12790 | 0.0159 | - | -| 0.6268 | 12800 | 0.0172 | - | -| 0.6273 | 12810 | 0.0181 | - | -| 0.6278 | 12820 | 0.0133 | - | -| 0.6283 | 12830 | 0.0153 | - | -| 0.6288 | 12840 | 0.0233 | - | -| 0.6293 | 12850 | 0.0169 | - | -| 0.6297 | 12860 | 0.0122 | - | -| 0.6302 | 12870 | 0.0116 | - | -| 0.6307 | 12880 | 0.0129 | - | -| 0.6312 | 12890 | 0.011 | - | -| 0.6317 | 12900 | 0.0197 | - | -| 0.6322 | 12910 | 0.009 | - | -| 0.6327 | 12920 | 0.0077 | - | -| 0.6332 | 12930 | 0.0135 | - | -| 0.6337 | 12940 | 0.0114 | - | -| 0.6342 | 12950 | 0.0134 | - | -| 0.6346 | 12960 | 0.0147 | - | -| 0.6351 | 12970 | 0.0091 | - | -| 0.6356 | 12980 | 0.0159 | - | -| 0.6361 | 12990 | 0.0089 | - | -| 0.6366 | 13000 | 0.0073 | - | -| 0.6371 | 13010 | 0.0092 | - | -| 0.6376 | 13020 | 0.0164 | - | -| 0.6381 | 13030 | 0.0141 | - | -| 0.6386 | 13040 | 0.0124 | - | -| 0.6390 | 13050 | 0.0169 | - | -| 0.6395 | 13060 | 0.009 | - | -| 0.6400 | 13070 | 0.0188 | - | -| 0.6405 | 13080 | 0.0151 | - | -| 0.6410 | 13090 | 0.0272 | - | -| 0.6415 | 13100 | 0.0237 | - | -| 0.6420 | 13110 | 0.0222 | - | -| 0.6425 | 13120 | 0.013 | - | -| 0.6430 | 13130 | 0.0182 | - | -| 0.6435 | 13140 | 0.0194 | - | -| 0.6439 | 13150 | 0.0191 | - | -| 0.6444 | 13160 | 0.0189 | - | -| 0.6449 | 13170 | 0.0165 | - | -| 0.6454 | 13180 | 0.0126 | - | -| 0.6459 | 13190 | 0.0106 | - | -| 0.6464 | 13200 | 0.015 | - | -| 0.6469 | 13210 | 0.023 | - | -| 0.6474 | 13220 | 0.0166 | - | -| 0.6479 | 13230 | 0.023 | - | -| 0.6484 | 13240 | 0.014 | - | -| 0.6488 | 13250 | 0.0132 | - | -| 0.6493 | 13260 | 0.0135 | - | -| 0.6498 | 13270 | 0.0159 | - | -| 0.6503 | 13280 | 0.0169 | - | -| 0.6508 | 13290 | 0.0149 | - | -| 0.6513 | 13300 | 0.0093 | - | -| 0.6518 | 13310 | 0.0159 | - | -| 0.6523 | 13320 | 0.0181 | - | -| 0.6528 | 13330 | 0.0075 | - | -| 0.6532 | 13340 | 0.0187 | - | -| 0.6537 | 13350 | 0.017 | - | -| 0.6542 | 13360 | 0.0125 | - | -| 0.6547 | 13370 | 0.0062 | - | -| 0.6552 | 13380 | 0.007 | - | -| 0.6557 | 13390 | 0.0091 | - | -| 0.6562 | 13400 | 0.016 | - | -| 0.6567 | 13410 | 0.0105 | - | -| 0.6572 | 13420 | 0.0157 | - | -| 0.6577 | 13430 | 0.0159 | - | -| 0.6581 | 13440 | 0.0111 | - | -| 0.6586 | 13450 | 0.0156 | - | -| 0.6591 | 13460 | 0.0171 | - | -| 0.6596 | 13470 | 0.0126 | - | -| 0.6601 | 13480 | 0.0149 | - | -| 0.6606 | 13490 | 0.0096 | - | -| 0.6611 | 13500 | 0.0261 | - | -| 0.6616 | 13510 | 0.0222 | - | -| 0.6621 | 13520 | 0.0177 | - | -| 0.6626 | 13530 | 0.0135 | - | -| 0.6630 | 13540 | 0.024 | - | -| 0.6635 | 13550 | 0.0129 | - | -| 0.6640 | 13560 | 0.0083 | - | -| 0.6645 | 13570 | 0.0067 | - | -| 0.6650 | 13580 | 0.0077 | - | -| 0.6655 | 13590 | 0.0131 | - | -| 0.6660 | 13600 | 0.0107 | - | -| 0.6665 | 13610 | 0.0081 | - | -| 0.6670 | 13620 | 0.0091 | - | -| 0.6675 | 13630 | 0.0079 | - | -| 0.6679 | 13640 | 0.0129 | - | -| 0.6684 | 13650 | 0.0159 | - | -| 0.6689 | 13660 | 0.0122 | - | -| 0.6694 | 13670 | 0.0139 | - | -| 0.6699 | 13680 | 0.0109 | - | -| 0.6704 | 13690 | 0.0206 | - | -| 0.6709 | 13700 | 0.0149 | - | -| 0.6714 | 13710 | 0.0164 | - | -| 0.6719 | 13720 | 0.0115 | - | -| 0.6723 | 13730 | 0.0169 | - | -| 0.6728 | 13740 | 0.0127 | - | -| 0.6733 | 13750 | 0.0127 | - | -| 0.6738 | 13760 | 0.013 | - | -| 0.6743 | 13770 | 0.0153 | - | -| 0.6748 | 13780 | 0.0213 | - | -| 0.6753 | 13790 | 0.0212 | - | -| 0.6758 | 13800 | 0.0143 | - | -| 0.6763 | 13810 | 0.0183 | - | -| 0.6768 | 13820 | 0.0148 | - | -| 0.6772 | 13830 | 0.0207 | - | -| 0.6777 | 13840 | 0.0104 | - | -| 0.6782 | 13850 | 0.0144 | - | -| 0.6787 | 13860 | 0.0096 | - | -| 0.6792 | 13870 | 0.0106 | - | -| 0.6797 | 13880 | 0.0127 | - | -| 0.6802 | 13890 | 0.0133 | - | -| 0.6807 | 13900 | 0.0113 | - | -| 0.6812 | 13910 | 0.013 | - | -| 0.6817 | 13920 | 0.0121 | - | -| 0.6821 | 13930 | 0.0162 | - | -| 0.6826 | 13940 | 0.0149 | - | -| 0.6831 | 13950 | 0.0115 | - | -| 0.6836 | 13960 | 0.0162 | - | -| 0.6841 | 13970 | 0.0097 | - | -| 0.6846 | 13980 | 0.0165 | - | -| 0.6851 | 13990 | 0.0102 | - | -| 0.6856 | 14000 | 0.0108 | 0.0989 | -| 0.6861 | 14010 | 0.0057 | - | -| 0.6865 | 14020 | 0.015 | - | -| 0.6870 | 14030 | 0.0094 | - | -| 0.6875 | 14040 | 0.0137 | - | -| 0.6880 | 14050 | 0.0101 | - | -| 0.6885 | 14060 | 0.0172 | - | -| 0.6890 | 14070 | 0.0171 | - | -| 0.6895 | 14080 | 0.0085 | - | -| 0.6900 | 14090 | 0.0086 | - | -| 0.6905 | 14100 | 0.0088 | - | -| 0.6910 | 14110 | 0.0092 | - | -| 0.6914 | 14120 | 0.0157 | - | -| 0.6919 | 14130 | 0.01 | - | -| 0.6924 | 14140 | 0.015 | - | -| 0.6929 | 14150 | 0.0098 | - | -| 0.6934 | 14160 | 0.0131 | - | -| 0.6939 | 14170 | 0.0155 | - | -| 0.6944 | 14180 | 0.0122 | - | -| 0.6949 | 14190 | 0.0208 | - | -| 0.6954 | 14200 | 0.0166 | - | -| 0.6959 | 14210 | 0.024 | - | -| 0.6963 | 14220 | 0.0168 | - | -| 0.6968 | 14230 | 0.0126 | - | -| 0.6973 | 14240 | 0.0141 | - | -| 0.6978 | 14250 | 0.0161 | - | -| 0.6983 | 14260 | 0.0086 | - | -| 0.6988 | 14270 | 0.0127 | - | -| 0.6993 | 14280 | 0.0102 | - | -| 0.6998 | 14290 | 0.0157 | - | -| 0.7003 | 14300 | 0.0118 | - | -| 0.7007 | 14310 | 0.013 | - | -| 0.7012 | 14320 | 0.0111 | - | -| 0.7017 | 14330 | 0.0158 | - | -| 0.7022 | 14340 | 0.0098 | - | -| 0.7027 | 14350 | 0.0119 | - | -| 0.7032 | 14360 | 0.0098 | - | -| 0.7037 | 14370 | 0.0231 | - | -| 0.7042 | 14380 | 0.0118 | - | -| 0.7047 | 14390 | 0.0108 | - | -| 0.7052 | 14400 | 0.012 | - | -| 0.7056 | 14410 | 0.0169 | - | -| 0.7061 | 14420 | 0.011 | - | -| 0.7066 | 14430 | 0.0098 | - | -| 0.7071 | 14440 | 0.0116 | - | -| 0.7076 | 14450 | 0.0128 | - | -| 0.7081 | 14460 | 0.0098 | - | -| 0.7086 | 14470 | 0.0061 | - | -| 0.7091 | 14480 | 0.0108 | - | -| 0.7096 | 14490 | 0.0119 | - | -| 0.7101 | 14500 | 0.0057 | - | -| 0.7105 | 14510 | 0.0119 | - | -| 0.7110 | 14520 | 0.0176 | - | -| 0.7115 | 14530 | 0.0086 | - | -| 0.7120 | 14540 | 0.0115 | - | -| 0.7125 | 14550 | 0.0124 | - | -| 0.7130 | 14560 | 0.0117 | - | -| 0.7135 | 14570 | 0.0097 | - | -| 0.7140 | 14580 | 0.0122 | - | -| 0.7145 | 14590 | 0.0166 | - | -| 0.7150 | 14600 | 0.0251 | - | -| 0.7154 | 14610 | 0.0096 | - | -| 0.7159 | 14620 | 0.0115 | - | -| 0.7164 | 14630 | 0.0144 | - | -| 0.7169 | 14640 | 0.0136 | - | -| 0.7174 | 14650 | 0.0058 | - | -| 0.7179 | 14660 | 0.0082 | - | -| 0.7184 | 14670 | 0.0085 | - | -| 0.7189 | 14680 | 0.0064 | - | -| 0.7194 | 14690 | 0.0077 | - | -| 0.7198 | 14700 | 0.0087 | - | -| 0.7203 | 14710 | 0.0123 | - | -| 0.7208 | 14720 | 0.0062 | - | -| 0.7213 | 14730 | 0.0103 | - | -| 0.7218 | 14740 | 0.0131 | - | -| 0.7223 | 14750 | 0.0115 | - | -| 0.7228 | 14760 | 0.0182 | - | -| 0.7233 | 14770 | 0.0136 | - | -| 0.7238 | 14780 | 0.017 | - | -| 0.7243 | 14790 | 0.0171 | - | -| 0.7247 | 14800 | 0.0174 | - | -| 0.7252 | 14810 | 0.0092 | - | -| 0.7257 | 14820 | 0.0194 | - | -| 0.7262 | 14830 | 0.0091 | - | -| 0.7267 | 14840 | 0.0092 | - | -| 0.7272 | 14850 | 0.0119 | - | -| 0.7277 | 14860 | 0.0128 | - | -| 0.7282 | 14870 | 0.0141 | - | -| 0.7287 | 14880 | 0.0161 | - | -| 0.7292 | 14890 | 0.0147 | - | -| 0.7296 | 14900 | 0.0119 | - | -| 0.7301 | 14910 | 0.0106 | - | -| 0.7306 | 14920 | 0.0137 | - | -| 0.7311 | 14930 | 0.0171 | - | -| 0.7316 | 14940 | 0.0105 | - | -| 0.7321 | 14950 | 0.0097 | - | -| 0.7326 | 14960 | 0.0099 | - | -| 0.7331 | 14970 | 0.0122 | - | -| 0.7336 | 14980 | 0.0107 | - | -| 0.7340 | 14990 | 0.0102 | - | -| 0.7345 | 15000 | 0.0135 | - | -| 0.7350 | 15010 | 0.0088 | - | -| 0.7355 | 15020 | 0.0094 | - | -| 0.7360 | 15030 | 0.0131 | - | -| 0.7365 | 15040 | 0.0103 | - | -| 0.7370 | 15050 | 0.0122 | - | -| 0.7375 | 15060 | 0.0096 | - | -| 0.7380 | 15070 | 0.0159 | - | -| 0.7385 | 15080 | 0.0073 | - | -| 0.7389 | 15090 | 0.0145 | - | -| 0.7394 | 15100 | 0.0086 | - | -| 0.7399 | 15110 | 0.0073 | - | -| 0.7404 | 15120 | 0.0154 | - | -| 0.7409 | 15130 | 0.0089 | - | -| 0.7414 | 15140 | 0.0086 | - | -| 0.7419 | 15150 | 0.0114 | - | -| 0.7424 | 15160 | 0.0089 | - | -| 0.7429 | 15170 | 0.0113 | - | -| 0.7434 | 15180 | 0.0062 | - | -| 0.7438 | 15190 | 0.007 | - | -| 0.7443 | 15200 | 0.0074 | - | -| 0.7448 | 15210 | 0.0158 | - | -| 0.7453 | 15220 | 0.0142 | - | -| 0.7458 | 15230 | 0.0147 | - | -| 0.7463 | 15240 | 0.0132 | - | -| 0.7468 | 15250 | 0.0116 | - | -| 0.7473 | 15260 | 0.0187 | - | -| 0.7478 | 15270 | 0.0119 | - | -| 0.7482 | 15280 | 0.0236 | - | -| 0.7487 | 15290 | 0.0089 | - | -| 0.7492 | 15300 | 0.0167 | - | -| 0.7497 | 15310 | 0.0139 | - | -| 0.7502 | 15320 | 0.012 | - | -| 0.7507 | 15330 | 0.0107 | - | -| 0.7512 | 15340 | 0.0151 | - | -| 0.7517 | 15350 | 0.0086 | - | -| 0.7522 | 15360 | 0.012 | - | -| 0.7527 | 15370 | 0.0097 | - | -| 0.7531 | 15380 | 0.0099 | - | -| 0.7536 | 15390 | 0.0153 | - | -| 0.7541 | 15400 | 0.0073 | - | -| 0.7546 | 15410 | 0.0189 | - | -| 0.7551 | 15420 | 0.0167 | - | -| 0.7556 | 15430 | 0.0132 | - | -| 0.7561 | 15440 | 0.0072 | - | -| 0.7566 | 15450 | 0.0137 | - | -| 0.7571 | 15460 | 0.0155 | - | -| 0.7576 | 15470 | 0.0133 | - | -| 0.7580 | 15480 | 0.0126 | - | -| 0.7585 | 15490 | 0.0151 | - | -| 0.7590 | 15500 | 0.0112 | - | -| 0.7595 | 15510 | 0.0155 | - | -| 0.7600 | 15520 | 0.0071 | - | -| 0.7605 | 15530 | 0.0072 | - | -| 0.7610 | 15540 | 0.0158 | - | -| 0.7615 | 15550 | 0.0106 | - | -| 0.7620 | 15560 | 0.0093 | - | -| 0.7625 | 15570 | 0.0053 | - | -| 0.7629 | 15580 | 0.0075 | - | -| 0.7634 | 15590 | 0.0115 | - | -| 0.7639 | 15600 | 0.0089 | - | -| 0.7644 | 15610 | 0.0141 | - | -| 0.7649 | 15620 | 0.0102 | - | -| 0.7654 | 15630 | 0.0094 | - | -| 0.7659 | 15640 | 0.009 | - | -| 0.7664 | 15650 | 0.0088 | - | -| 0.7669 | 15660 | 0.009 | - | -| 0.7673 | 15670 | 0.0088 | - | -| 0.7678 | 15680 | 0.0125 | - | -| 0.7683 | 15690 | 0.0166 | - | -| 0.7688 | 15700 | 0.0121 | - | -| 0.7693 | 15710 | 0.0072 | - | -| 0.7698 | 15720 | 0.02 | - | -| 0.7703 | 15730 | 0.0149 | - | -| 0.7708 | 15740 | 0.0079 | - | -| 0.7713 | 15750 | 0.0068 | - | -| 0.7718 | 15760 | 0.0055 | - | -| 0.7722 | 15770 | 0.007 | - | -| 0.7727 | 15780 | 0.0069 | - | -| 0.7732 | 15790 | 0.0107 | - | -| 0.7737 | 15800 | 0.0131 | - | -| 0.7742 | 15810 | 0.006 | - | -| 0.7747 | 15820 | 0.0114 | - | -| 0.7752 | 15830 | 0.0123 | - | -| 0.7757 | 15840 | 0.012 | - | -| 0.7762 | 15850 | 0.0151 | - | -| 0.7767 | 15860 | 0.0094 | - | -| 0.7771 | 15870 | 0.0106 | - | -| 0.7776 | 15880 | 0.0127 | - | -| 0.7781 | 15890 | 0.0138 | - | -| 0.7786 | 15900 | 0.0197 | - | -| 0.7791 | 15910 | 0.0121 | - | -| 0.7796 | 15920 | 0.0093 | - | -| 0.7801 | 15930 | 0.0104 | - | -| 0.7806 | 15940 | 0.0092 | - | -| 0.7811 | 15950 | 0.011 | - | -| 0.7815 | 15960 | 0.0095 | - | -| 0.7820 | 15970 | 0.0154 | - | -| 0.7825 | 15980 | 0.0124 | - | -| 0.7830 | 15990 | 0.013 | - | -| 0.7835 | 16000 | 0.0087 | 0.1091 | -| 0.7840 | 16010 | 0.0122 | - | -| 0.7845 | 16020 | 0.0115 | - | -| 0.7850 | 16030 | 0.0089 | - | -| 0.7855 | 16040 | 0.0082 | - | -| 0.7860 | 16050 | 0.0093 | - | -| 0.7864 | 16060 | 0.0095 | - | -| 0.7869 | 16070 | 0.0108 | - | -| 0.7874 | 16080 | 0.0083 | - | -| 0.7879 | 16090 | 0.0093 | - | -| 0.7884 | 16100 | 0.0098 | - | -| 0.7889 | 16110 | 0.0152 | - | -| 0.7894 | 16120 | 0.0142 | - | -| 0.7899 | 16130 | 0.0091 | - | -| 0.7904 | 16140 | 0.0102 | - | -| 0.7909 | 16150 | 0.0086 | - | -| 0.7913 | 16160 | 0.0126 | - | -| 0.7918 | 16170 | 0.0072 | - | -| 0.7923 | 16180 | 0.0137 | - | -| 0.7928 | 16190 | 0.0082 | - | -| 0.7933 | 16200 | 0.006 | - | -| 0.7938 | 16210 | 0.012 | - | -| 0.7943 | 16220 | 0.0097 | - | -| 0.7948 | 16230 | 0.0112 | - | -| 0.7953 | 16240 | 0.01 | - | -| 0.7957 | 16250 | 0.0072 | - | -| 0.7962 | 16260 | 0.013 | - | -| 0.7967 | 16270 | 0.0071 | - | -| 0.7972 | 16280 | 0.0072 | - | -| 0.7977 | 16290 | 0.007 | - | -| 0.7982 | 16300 | 0.015 | - | -| 0.7987 | 16310 | 0.0101 | - | -| 0.7992 | 16320 | 0.0096 | - | -| 0.7997 | 16330 | 0.0091 | - | -| 0.8002 | 16340 | 0.0114 | - | -| 0.8006 | 16350 | 0.014 | - | -| 0.8011 | 16360 | 0.0136 | - | -| 0.8016 | 16370 | 0.0155 | - | -| 0.8021 | 16380 | 0.0104 | - | -| 0.8026 | 16390 | 0.0124 | - | -| 0.8031 | 16400 | 0.0212 | - | -| 0.8036 | 16410 | 0.0139 | - | -| 0.8041 | 16420 | 0.0102 | - | -| 0.8046 | 16430 | 0.0103 | - | -| 0.8051 | 16440 | 0.0115 | - | -| 0.8055 | 16450 | 0.0081 | - | -| 0.8060 | 16460 | 0.0089 | - | -| 0.8065 | 16470 | 0.0085 | - | -| 0.8070 | 16480 | 0.0105 | - | -| 0.8075 | 16490 | 0.0091 | - | -| 0.8080 | 16500 | 0.0109 | - | -| 0.8085 | 16510 | 0.0111 | - | -| 0.8090 | 16520 | 0.0072 | - | -| 0.8095 | 16530 | 0.0087 | - | -| 0.8100 | 16540 | 0.0135 | - | -| 0.8104 | 16550 | 0.016 | - | -| 0.8109 | 16560 | 0.0111 | - | -| 0.8114 | 16570 | 0.0092 | - | -| 0.8119 | 16580 | 0.0118 | - | -| 0.8124 | 16590 | 0.0116 | - | -| 0.8129 | 16600 | 0.0161 | - | -| 0.8134 | 16610 | 0.0062 | - | -| 0.8139 | 16620 | 0.008 | - | -| 0.8144 | 16630 | 0.0143 | - | -| 0.8148 | 16640 | 0.0104 | - | -| 0.8153 | 16650 | 0.0098 | - | -| 0.8158 | 16660 | 0.0051 | - | -| 0.8163 | 16670 | 0.0058 | - | -| 0.8168 | 16680 | 0.0091 | - | -| 0.8173 | 16690 | 0.0099 | - | -| 0.8178 | 16700 | 0.0133 | - | -| 0.8183 | 16710 | 0.0089 | - | -| 0.8188 | 16720 | 0.0073 | - | -| 0.8193 | 16730 | 0.01 | - | -| 0.8197 | 16740 | 0.0136 | - | -| 0.8202 | 16750 | 0.0087 | - | -| 0.8207 | 16760 | 0.0129 | - | -| 0.8212 | 16770 | 0.0083 | - | -| 0.8217 | 16780 | 0.023 | - | -| 0.8222 | 16790 | 0.0151 | - | -| 0.8227 | 16800 | 0.0075 | - | -| 0.8232 | 16810 | 0.0093 | - | -| 0.8237 | 16820 | 0.0135 | - | -| 0.8242 | 16830 | 0.0089 | - | -| 0.8246 | 16840 | 0.007 | - | -| 0.8251 | 16850 | 0.0071 | - | -| 0.8256 | 16860 | 0.0129 | - | -| 0.8261 | 16870 | 0.007 | - | -| 0.8266 | 16880 | 0.0125 | - | -| 0.8271 | 16890 | 0.0057 | - | -| 0.8276 | 16900 | 0.0083 | - | -| 0.8281 | 16910 | 0.0108 | - | -| 0.8286 | 16920 | 0.0133 | - | -| 0.8290 | 16930 | 0.0105 | - | -| 0.8295 | 16940 | 0.0133 | - | -| 0.8300 | 16950 | 0.0079 | - | -| 0.8305 | 16960 | 0.009 | - | -| 0.8310 | 16970 | 0.0129 | - | -| 0.8315 | 16980 | 0.0102 | - | -| 0.8320 | 16990 | 0.0104 | - | -| 0.8325 | 17000 | 0.0088 | - | -| 0.8330 | 17010 | 0.0132 | - | -| 0.8335 | 17020 | 0.0094 | - | -| 0.8339 | 17030 | 0.0088 | - | -| 0.8344 | 17040 | 0.0087 | - | -| 0.8349 | 17050 | 0.0121 | - | -| 0.8354 | 17060 | 0.0182 | - | -| 0.8359 | 17070 | 0.0177 | - | -| 0.8364 | 17080 | 0.0152 | - | -| 0.8369 | 17090 | 0.0092 | - | -| 0.8374 | 17100 | 0.0105 | - | -| 0.8379 | 17110 | 0.0117 | - | -| 0.8384 | 17120 | 0.0072 | - | -| 0.8388 | 17130 | 0.0136 | - | -| 0.8393 | 17140 | 0.0069 | - | -| 0.8398 | 17150 | 0.012 | - | -| 0.8403 | 17160 | 0.0085 | - | -| 0.8408 | 17170 | 0.0077 | - | -| 0.8413 | 17180 | 0.0124 | - | -| 0.8418 | 17190 | 0.0076 | - | -| 0.8423 | 17200 | 0.0102 | - | -| 0.8428 | 17210 | 0.0142 | - | -| 0.8432 | 17220 | 0.0075 | - | -| 0.8437 | 17230 | 0.0097 | - | -| 0.8442 | 17240 | 0.0088 | - | -| 0.8447 | 17250 | 0.0084 | - | -| 0.8452 | 17260 | 0.0111 | - | -| 0.8457 | 17270 | 0.0085 | - | -| 0.8462 | 17280 | 0.007 | - | -| 0.8467 | 17290 | 0.0054 | - | -| 0.8472 | 17300 | 0.0093 | - | -| 0.8477 | 17310 | 0.0107 | - | -| 0.8481 | 17320 | 0.0104 | - | -| 0.8486 | 17330 | 0.0098 | - | -| 0.8491 | 17340 | 0.0067 | - | -| 0.8496 | 17350 | 0.0106 | - | -| 0.8501 | 17360 | 0.0044 | - | -| 0.8506 | 17370 | 0.0062 | - | -| 0.8511 | 17380 | 0.0047 | - | -| 0.8516 | 17390 | 0.0068 | - | -| 0.8521 | 17400 | 0.0098 | - | -| 0.8526 | 17410 | 0.0083 | - | -| 0.8530 | 17420 | 0.0075 | - | -| 0.8535 | 17430 | 0.0084 | - | -| 0.8540 | 17440 | 0.0118 | - | -| 0.8545 | 17450 | 0.0093 | - | -| 0.8550 | 17460 | 0.0181 | - | -| 0.8555 | 17470 | 0.0134 | - | -| 0.8560 | 17480 | 0.0155 | - | -| 0.8565 | 17490 | 0.0129 | - | -| 0.8570 | 17500 | 0.0096 | - | -| 0.8575 | 17510 | 0.0113 | - | -| 0.8579 | 17520 | 0.0173 | - | -| 0.8584 | 17530 | 0.0177 | - | -| 0.8589 | 17540 | 0.0078 | - | -| 0.8594 | 17550 | 0.0097 | - | -| 0.8599 | 17560 | 0.009 | - | -| 0.8604 | 17570 | 0.0099 | - | -| 0.8609 | 17580 | 0.0097 | - | -| 0.8614 | 17590 | 0.0084 | - | -| 0.8619 | 17600 | 0.0114 | - | -| 0.8623 | 17610 | 0.0151 | - | -| 0.8628 | 17620 | 0.0074 | - | -| 0.8633 | 17630 | 0.0077 | - | -| 0.8638 | 17640 | 0.0137 | - | -| 0.8643 | 17650 | 0.0123 | - | -| 0.8648 | 17660 | 0.0076 | - | -| 0.8653 | 17670 | 0.0122 | - | -| 0.8658 | 17680 | 0.0105 | - | -| 0.8663 | 17690 | 0.0117 | - | -| 0.8668 | 17700 | 0.0061 | - | -| 0.8672 | 17710 | 0.008 | - | -| 0.8677 | 17720 | 0.0084 | - | -| 0.8682 | 17730 | 0.0109 | - | -| 0.8687 | 17740 | 0.0065 | - | -| 0.8692 | 17750 | 0.0043 | - | -| 0.8697 | 17760 | 0.0051 | - | -| 0.8702 | 17770 | 0.0108 | - | -| 0.8707 | 17780 | 0.0088 | - | -| 0.8712 | 17790 | 0.0084 | - | -| 0.8717 | 17800 | 0.0171 | - | -| 0.8721 | 17810 | 0.007 | - | -| 0.8726 | 17820 | 0.0159 | - | -| 0.8731 | 17830 | 0.008 | - | -| 0.8736 | 17840 | 0.0079 | - | -| 0.8741 | 17850 | 0.0097 | - | -| 0.8746 | 17860 | 0.0056 | - | -| 0.8751 | 17870 | 0.0219 | - | -| 0.8756 | 17880 | 0.0233 | - | -| 0.8761 | 17890 | 0.0073 | - | -| 0.8765 | 17900 | 0.0086 | - | -| 0.8770 | 17910 | 0.0106 | - | -| 0.8775 | 17920 | 0.0127 | - | -| 0.8780 | 17930 | 0.0051 | - | -| 0.8785 | 17940 | 0.0044 | - | -| 0.8790 | 17950 | 0.0051 | - | -| 0.8795 | 17960 | 0.007 | - | -| 0.8800 | 17970 | 0.0067 | - | -| 0.8805 | 17980 | 0.0067 | - | -| 0.8810 | 17990 | 0.0077 | - | -| 0.8814 | 18000 | 0.0081 | 0.1016 | -| 0.8819 | 18010 | 0.0108 | - | -| 0.8824 | 18020 | 0.0083 | - | -| 0.8829 | 18030 | 0.0081 | - | -| 0.8834 | 18040 | 0.0108 | - | -| 0.8839 | 18050 | 0.0063 | - | -| 0.8844 | 18060 | 0.017 | - | -| 0.8849 | 18070 | 0.0099 | - | -| 0.8854 | 18080 | 0.0086 | - | -| 0.8859 | 18090 | 0.0081 | - | -| 0.8863 | 18100 | 0.011 | - | -| 0.8868 | 18110 | 0.0109 | - | -| 0.8873 | 18120 | 0.009 | - | -| 0.8878 | 18130 | 0.0077 | - | -| 0.8883 | 18140 | 0.0107 | - | -| 0.8888 | 18150 | 0.0073 | - | -| 0.8893 | 18160 | 0.0119 | - | -| 0.8898 | 18170 | 0.0114 | - | -| 0.8903 | 18180 | 0.0064 | - | -| 0.8907 | 18190 | 0.0081 | - | -| 0.8912 | 18200 | 0.0129 | - | -| 0.8917 | 18210 | 0.0116 | - | -| 0.8922 | 18220 | 0.0085 | - | -| 0.8927 | 18230 | 0.0093 | - | -| 0.8932 | 18240 | 0.2955 | - | -| 0.8937 | 18250 | 0.4554 | - | -| 0.8942 | 18260 | 0.762 | - | -| 0.8947 | 18270 | 0.7374 | - | -| 0.8952 | 18280 | 0.7161 | - | -| 0.8956 | 18290 | 0.6563 | - | -| 0.8961 | 18300 | 0.616 | - | -| 0.8966 | 18310 | 0.6997 | - | -| 0.8971 | 18320 | 0.7376 | - | -| 0.8976 | 18330 | 0.541 | - | -| 0.8981 | 18340 | 0.5408 | - | -| 0.8986 | 18350 | 0.709 | - | -| 0.8991 | 18360 | 0.4876 | - | -| 0.8996 | 18370 | 0.3197 | - | -| 0.9001 | 18380 | 0.3545 | - | -| 0.9005 | 18390 | 0.4687 | - | -| 0.9010 | 18400 | 0.5751 | - | -| 0.9015 | 18410 | 0.5152 | - | -| 0.9020 | 18420 | 0.9007 | - | -| 0.9025 | 18430 | 0.548 | - | -| 0.9030 | 18440 | 0.4942 | - | -| 0.9035 | 18450 | 0.7123 | - | -| 0.9040 | 18460 | 0.6689 | - | -| 0.9045 | 18470 | 0.5752 | - | -| 0.9050 | 18480 | 0.5242 | - | -| 0.9054 | 18490 | 0.6176 | - | -| 0.9059 | 18500 | 0.9321 | - | -| 0.9064 | 18510 | 0.7373 | - | -| 0.9069 | 18520 | 0.4825 | - | -| 0.9074 | 18530 | 0.7664 | - | -| 0.9079 | 18540 | 0.7425 | - | -| 0.9084 | 18550 | 0.3581 | - | -| 0.9089 | 18560 | 0.3735 | - | -| 0.9094 | 18570 | 0.314 | - | -| 0.9098 | 18580 | 0.3325 | - | -| 0.9103 | 18590 | 0.3967 | - | -| 0.9108 | 18600 | 0.5676 | - | -| 0.9113 | 18610 | 0.4315 | - | -| 0.9118 | 18620 | 0.3517 | - | -| 0.9123 | 18630 | 0.3892 | - | -| 0.9128 | 18640 | 0.6173 | - | -| 0.9133 | 18650 | 0.6591 | - | -| 0.9138 | 18660 | 0.6593 | - | -| 0.9143 | 18670 | 0.5862 | - | -| 0.9147 | 18680 | 0.6172 | - | -| 0.9152 | 18690 | 0.6425 | - | -| 0.9157 | 18700 | 0.6433 | - | -| 0.9162 | 18710 | 0.7671 | - | -| 0.9167 | 18720 | 0.5128 | - | -| 0.9172 | 18730 | 0.5309 | - | -| 0.9177 | 18740 | 0.4731 | - | -| 0.9182 | 18750 | 0.5708 | - | -| 0.9187 | 18760 | 0.6416 | - | -| 0.9192 | 18770 | 0.6998 | - | -| 0.9196 | 18780 | 0.9397 | - | -| 0.9201 | 18790 | 0.9068 | - | -| 0.9206 | 18800 | 0.7433 | - | -| 0.9211 | 18810 | 0.3458 | - | -| 0.9216 | 18820 | 0.5704 | - | -| 0.9221 | 18830 | 0.7769 | - | -| 0.9226 | 18840 | 0.5343 | - | -| 0.9231 | 18850 | 0.6232 | - | -| 0.9236 | 18860 | 0.5208 | - | -| 0.9240 | 18870 | 0.5814 | - | -| 0.9245 | 18880 | 0.5802 | - | -| 0.9250 | 18890 | 0.6375 | - | -| 0.9255 | 18900 | 0.717 | - | -| 0.9260 | 18910 | 0.348 | - | -| 0.9265 | 18920 | 0.7098 | - | -| 0.9270 | 18930 | 0.895 | - | -| 0.9275 | 18940 | 0.4557 | - | -| 0.9280 | 18950 | 0.521 | - | -| 0.9285 | 18960 | 0.4958 | - | -| 0.9289 | 18970 | 0.6477 | - | -| 0.9294 | 18980 | 0.5101 | - | -| 0.9299 | 18990 | 0.5748 | - | -| 0.9304 | 19000 | 0.4297 | - | -| 0.9309 | 19010 | 0.3849 | - | -| 0.9314 | 19020 | 0.5418 | - | -| 0.9319 | 19030 | 0.4313 | - | -| 0.9324 | 19040 | 0.5116 | - | -| 0.9329 | 19050 | 0.5796 | - | -| 0.9334 | 19060 | 0.3022 | - | -| 0.9338 | 19070 | 0.5954 | - | -| 0.9343 | 19080 | 0.3133 | - | -| 0.9348 | 19090 | 0.3182 | - | -| 0.9353 | 19100 | 0.3919 | - | -| 0.9358 | 19110 | 0.5255 | - | -| 0.9363 | 19120 | 0.4708 | - | -| 0.9368 | 19130 | 0.5831 | - | -| 0.9373 | 19140 | 0.5358 | - | -| 0.9378 | 19150 | 0.4393 | - | -| 0.9382 | 19160 | 0.75 | - | -| 0.9387 | 19170 | 0.6024 | - | -| 0.9392 | 19180 | 0.9313 | - | -| 0.9397 | 19190 | 0.5139 | - | -| 0.9402 | 19200 | 0.6867 | - | -| 0.9407 | 19210 | 0.636 | - | -| 0.9412 | 19220 | 0.6668 | - | -| 0.9417 | 19230 | 0.571 | - | -| 0.9422 | 19240 | 0.5811 | - | -| 0.9427 | 19250 | 0.6481 | - | -| 0.9431 | 19260 | 0.4462 | - | -| 0.9436 | 19270 | 0.5433 | - | -| 0.9441 | 19280 | 0.4351 | - | -| 0.9446 | 19290 | 0.5578 | - | -| 0.9451 | 19300 | 0.4605 | - | -| 0.9456 | 19310 | 0.6328 | - | -| 0.9461 | 19320 | 0.7166 | - | -| 0.9466 | 19330 | 0.6318 | - | -| 0.9471 | 19340 | 0.5794 | - | -| 0.9476 | 19350 | 0.7647 | - | -| 0.9480 | 19360 | 0.8804 | - | -| 0.9485 | 19370 | 0.7286 | - | -| 0.9490 | 19380 | 0.7321 | - | -| 0.9495 | 19390 | 0.7864 | - | -| 0.9500 | 19400 | 0.5689 | - | -| 0.9505 | 19410 | 0.9057 | - | -| 0.9510 | 19420 | 0.497 | - | -| 0.9515 | 19430 | 0.5787 | - | -| 0.9520 | 19440 | 0.7097 | - | -| 0.9525 | 19450 | 0.6303 | - | -| 0.9529 | 19460 | 0.394 | - | -| 0.9534 | 19470 | 0.3503 | - | -| 0.9539 | 19480 | 0.5089 | - | -| 0.9544 | 19490 | 0.5855 | - | -| 0.9549 | 19500 | 0.4965 | - | -| 0.9554 | 19510 | 0.8147 | - | -| 0.9559 | 19520 | 0.6399 | - | -| 0.9564 | 19530 | 0.5019 | - | -| 0.9569 | 19540 | 0.6137 | - | -| 0.9573 | 19550 | 0.6428 | - | -| 0.9578 | 19560 | 0.6273 | - | -| 0.9583 | 19570 | 0.5076 | - | -| 0.9588 | 19580 | 0.4252 | - | -| 0.9593 | 19590 | 1.0695 | - | -| 0.9598 | 19600 | 0.8253 | - | -| 0.9603 | 19610 | 0.5121 | - | -| 0.9608 | 19620 | 0.6426 | - | -| 0.9613 | 19630 | 0.8301 | - | -| 0.9618 | 19640 | 0.4727 | - | -| 0.9622 | 19650 | 0.3053 | - | -| 0.9627 | 19660 | 0.3459 | - | -| 0.9632 | 19670 | 0.3102 | - | -| 0.9637 | 19680 | 0.3296 | - | -| 0.9642 | 19690 | 0.5441 | - | -| 0.9647 | 19700 | 0.2707 | - | -| 0.9652 | 19710 | 0.4685 | - | -| 0.9657 | 19720 | 0.4003 | - | -| 0.9662 | 19730 | 0.5628 | - | -| 0.9667 | 19740 | 0.7177 | - | -| 0.9671 | 19750 | 0.5882 | - | -| 0.9676 | 19760 | 0.5677 | - | -| 0.9681 | 19770 | 0.5707 | - | -| 0.9686 | 19780 | 0.6003 | - | -| 0.9691 | 19790 | 0.7366 | - | -| 0.9696 | 19800 | 0.6806 | - | -| 0.9701 | 19810 | 0.4734 | - | -| 0.9706 | 19820 | 0.673 | - | -| 0.9711 | 19830 | 0.5724 | - | -| 0.9715 | 19840 | 0.5511 | - | -| 0.9720 | 19850 | 0.6837 | - | -| 0.9725 | 19860 | 0.6004 | - | -| 0.9730 | 19870 | 0.9446 | - | -| 0.9735 | 19880 | 0.9844 | - | -| 0.9740 | 19890 | 0.7493 | - | -| 0.9745 | 19900 | 0.4858 | - | -| 0.9750 | 19910 | 0.5202 | - | -| 0.9755 | 19920 | 0.7779 | - | -| 0.9760 | 19930 | 0.5717 | - | -| 0.9764 | 19940 | 0.678 | - | -| 0.9769 | 19950 | 0.4574 | - | -| 0.9774 | 19960 | 0.5835 | - | -| 0.9779 | 19970 | 0.596 | - | -| 0.9784 | 19980 | 0.5762 | - | -| 0.9789 | 19990 | 0.7357 | - | -| 0.9794 | 20000 | 0.4642 | 0.0178 | -| 0.9799 | 20010 | 0.5685 | - | -| 0.9804 | 20020 | 0.921 | - | -| 0.9809 | 20030 | 0.4972 | - | -| 0.9813 | 20040 | 0.4969 | - | -| 0.9818 | 20050 | 0.5403 | - | -| 0.9823 | 20060 | 0.4712 | - | -| 0.9828 | 20070 | 0.6109 | - | -| 0.9833 | 20080 | 0.6189 | - | -| 0.9838 | 20090 | 0.4534 | - | -| 0.9843 | 20100 | 0.3921 | - | -| 0.9848 | 20110 | 0.5543 | - | -| 0.9853 | 20120 | 0.4145 | - | -| 0.9857 | 20130 | 0.5284 | - | -| 0.9862 | 20140 | 0.4588 | - | -| 0.9867 | 20150 | 0.3422 | - | -| 0.9872 | 20160 | 0.5918 | - | -| 0.9877 | 20170 | 0.2886 | - | -| 0.9882 | 20180 | 0.3263 | - | -| 0.9887 | 20190 | 0.3831 | - | -| 0.9892 | 20200 | 0.5617 | - | -| 0.9897 | 20210 | 0.5091 | - | -| 0.9902 | 20220 | 0.5814 | - | -| 0.9906 | 20230 | 0.5548 | - | -| 0.9911 | 20240 | 0.3641 | - | -| 0.9916 | 20250 | 0.6875 | - | -| 0.9921 | 20260 | 0.5777 | - | -| 0.9926 | 20270 | 0.9048 | - | -| 0.9931 | 20280 | 0.7485 | - | -| 0.9936 | 20290 | 0.6309 | - | -| 0.9941 | 20300 | 0.6553 | - | -| 0.9946 | 20310 | 0.6533 | - | -| 0.9951 | 20320 | 0.6127 | - | -| 0.9955 | 20330 | 0.4696 | - | -| 0.9960 | 20340 | 0.7702 | - | -| 0.9965 | 20350 | 0.5024 | - | -| 0.9970 | 20360 | 0.4828 | - | -| 0.9975 | 20370 | 0.4745 | - | -| 0.9980 | 20380 | 0.476 | - | -| 0.9985 | 20390 | 0.5527 | - | -| 0.9990 | 20400 | 0.6704 | - | -| 0.9995 | 20410 | 0.6962 | - | -| 1.0000 | 20420 | 0.656 | - | - -
### Framework Versions - Python: 3.10.12 - Sentence Transformers: 3.0.1 -- Transformers: 4.42.3 -- PyTorch: 2.3.1+cu121 -- Accelerate: 0.32.1 +- Transformers: 4.43.3 +- PyTorch: 2.4.0+cu121 +- Accelerate: 0.33.0 - Datasets: 2.20.0 - Tokenizers: 0.19.1