diff --git "a/README.md" "b/README.md"
--- "a/README.md"
+++ "b/README.md"
@@ -9,116 +9,124 @@ tags:
- sentence-similarity
- feature-extraction
- generated_from_trainer
-- dataset_size:1306883
+- dataset_size:55744
- loss:MultipleNegativesRankingLoss
widget:
-- source_sentence: 'query: today:2034-03-02 start of last year make Cilantro Spaghetti
- O''s'
+- source_sentence: 'Represent this sentence for searching relevant passages: 2014
+ Summer can i cash a check if my account is frozen?'
sentences:
- - 'passage: With the advent of e-books, independent presses, and other developments,
- it’s never been easier to break into the writing scene nowadays. However, don’t
- be fooled by the opportunities. 1/10
+ - 'Jun 18 1927 Check Gift Card Balance. With your 16-digit card number and PIN,
+ you can check the balance in a Walmart store, call 1-888-537-5503, or check your
+ gift card balance online.
'
- - 'passage: January of 2033 cilantro spaghetti O''s makes a quick and easy lunch
- or dinner, especially suitable for young kids. The meal doesn''t require a ton
- of ingredients, and it''s very simple to make.
+ - '13/07/2014 Frozen Account If your checking account has been frozen, which can
+ happen if a levy has been placed on the account, you might still be able to cash
+ a check. ... This means a check can be deposited into the account without being
+ frozen, allowing you to access the cash.
'
- - 'passage: Building back muscle can be very beneficial because it is a core muscle;
- most of your daily functions use your back muscles! Strengthening your back will
- enhance your posture and stability. 2007 February
+ - 'Guatemalan law allows firearm possession on shall-issue basis as a constitutional
+ right. With approximately 12 civilian firearms per 100 people, Guatemala is the
+ 70th most armed country in the world. Constitution Guatemalan constitution protects
+ right to own guns for home-defense: Law Current law regarding firearm possession
+ was passed in 2009. Permitted types of firearms Law allows civilians to own following
+ types of firearms: Semi automatic pistols and revolvers of any calibre; Shotguns
+ with barrel of length up to 24 inches; Mechanical and semi-automatic rifles. Firearm
+ registration Simple possession requires registration of gun. Application for register
+ must include: Certification proving ownership and legal acquisition of the firearm;
+ Certification of lack of a criminal and police record in force (6 months of validity);
+ Identity document; 4x4 photography on matte paper; Receipt of payment of all necessary
+ fees; Presentation of firearm. Guatemalans are allowed possess any number of firearms.
+ Carrying firearms Rules regarding carrying firearms are more strict with additional
+ permit required and minimum age being 25 years. Only about 10% of legal guns can
+ be carried in public places. Firearm possession Currently there are 547,000 registered
+ firearms in Guatemala (or 3 per 100 people). 60,658 people have license to carry
+ them. See also Overview of gun laws by nation References Guatemala Law of Guatemala
'
-- source_sentence: 'query: October ''39 add a Filter to Pixia'
+- source_sentence: 'Represent this sentence for searching relevant passages: Be Great
+ at Oblivion Elder Scrolls IV'
sentences:
- - "passage: 2039 fall Adding filters to software gives you extra options. Adding\
- \ these extra options to Pixia is fairly easy. Just read this article and learn!\
- \ \n"
- - 'passage: August 2040 hitting rock bottom affects all levels of income, people
- from all backgrounds and walks of life and all ages. It''s a term that encompasses
- all sorts of losses, mishaps and failures in life, so this article won''t seek
- to define it.
+ - 'The Elder Scrolls IV: Oblivion is an intricate and very fun game. If you want
+ to know how to completely just be the greatest at oblivion in the easiest way
+ possible, this is the best guide for you.
'
- - 'passage: Fractions and decimal numbers are simply two different ways of representing
- numbers that are less than one. [1] Since any number below one can be represented
- with either a fraction or a decimal, there are specific mathematic equations that
- allow you to figure out what the equivalent of a fraction would be in decimal
- form, and vice versa. 06/01/47
+ - '"08/03/75 Chronic elevation of potassium levels (also known as hyperkalemia)
+ is usually a sign of reduced kidney function. However, it can also be caused by
+ certain medications, acute injuries, or a severe diabetic crisis (called ""diabetic
+ ketoacidosis"") among other things."
'
-- source_sentence: 'query: Jul 18 1970 define Yourself'
+ - '12/01/2031 The major downfall of the Articles of Confederation was simply weakness.
+ The federal government, under the Articles, was too weak to enforce their laws
+ and therefore had no power. The Continental Congress had borrowed money to fight
+ the Revolutionary War and could not repay their debts.
+
+ '
+- source_sentence: 'Represent this sentence for searching relevant passages: Renew
+ Your Passport 11/19/71'
sentences:
- - 'passage: 06/28/45 avoid the cost of purchasing food dishes for your four-legged
- friends and do a bit of recycling good by reusing unwanted plastic containers
- from your recycling.
+ - '2025/02/18 The altitude affects the time an orbit takes, called the orbit period.
+ The period of the space shuttle''s orbit, at say 200 kilometers, used to be about
+ 90 minutes. Vanguard-1, by the way, has an orbital period of 134.2 minutes, with
+ its periapsis altitude of 654 km, and apoapsis altitude of 3,969 km.
'
- - 'passage: 07/18/70 everyone struggles to figure out who people truly are. Often
- when they define themselves they focus on the negative or how they compare to
- other people.
+ - 'The following article is for those who need to renew a United States of America
+ Passport. You can usually renew your passport by mail, but under certain circumstances,
+ you may need to renew your passport in person, instead. Nov 19 2071
'
- - 'passage: While there are certainly other ways to treat acne , perhaps none is
- as DIY and cost-effective as using lemon juice. Lemon juice contains L-asorbic
- acid, a natural astringent which dries out the acne, as well as antibacterial
- compounds that fight acne-producing bacteria. 10/12
+ - '"09/06 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."
'
-- source_sentence: 'query: Ease Regret'
+- source_sentence: 'Represent this sentence for searching relevant passages: today:2026-04-07
+ last monday what is fx vs dx nikon?'
sentences:
- - 'passage: How to ease regret? Well that''s always a tough one. As a tattoo artist,
- I see a lot of regret and I myself have dealt with it before, but it''s pretty
- easy to get over it.
+ - '"spring 2026 Nikon makes a DX-format sensor and an FX-format sensor. The DX-format
+ is the smaller sensor at 24x16mm; the larger FX-format sensor measures 36x24mm
+ which is approximately the same size as 35mm film. ... The FX sensor, with more
+ ""light gathering"" area, offers higher sensitivity and, generally, lower noise."
'
- - 'passage: 01/19/39 microsoft''s Xbox 360 game console has a huge library of available
- games, many of which support voice commands or can be played online. These types
- of games require a microphone and headphone speakers to take advantage of all
- the game play features.
+ - '10/21 A lifelong lack of calcium plays a role in the development of osteoporosis.
+ Low calcium intake contributes to diminished bone density, early bone loss and
+ an increased risk of fractures. Eating disorders. Severely restricting food intake
+ and being underweight weakens bone in both men and women.
'
- - 'passage: "oct 23 2028 according to retired Baltimore Ravens linebacker Ray Lewis,
- ""A linebacker''s job is to knock out running backs, to knock out receivers, [and]
- to chase the football."""
+ - '2040 June Mahoe is a common name for several plants and may refer to: Alectryon
+ macrococcus, or ʻalaʻalahua, a species of tree in the soapberry family endemic
+ to Hawaii Melicytus ramiflorus, a tree endemic to New Zealand Other Melicytus
+ trees in New Zealand Talipariti elatum, or blue mahoe, a species of tree in the
+ mallow family native to the Caribbean
'
-- source_sentence: 'query: today:2018-11-21 Find Potatoes in Minecraft PE end of last
- year '
+- source_sentence: 'Represent this sentence for searching relevant passages: Witki,
+ Warmian-Masurian Voivodeship 2040 Oct 12'
sentences:
- - 'passage: spring ''25 the Achilles tendon is a tendon that attaches the calf muscle
- to the heel bone. The tendon''s position in the body puts it under a lot of strain,
- especially during exercise.
-
- '
- - 'passage: Spring 50 using a hair dryer to dry your hair too often can cause it
- to become dry and brittle. To keep your hair healthy, it’s better to use a towel
- to squeeze out the moisture, then let your hair continue air drying.
+ - "09/10 Honey roasted nuts make an excellent snack for special occasions, such\
+ \ as during the festive season or a party. \n"
+ - '12-21-2046 This is a list of electoral results for the Electoral district of
+ Irwin in Western Australian state elections. Members for Irwin Election results
+ Elections in the 1940s Preferences were not distributed. Preferences were not
+ distributed. Elections in the 1930s Preferences were not distributed. Elections
+ in the 1920s Elections in the 1910s Elections in the 1900s Elections in the 1890s
+ References Western Australian state electoral results by district
'
- - 'passage: Potatoes are a crop in Minecraft PE (Pocket Edition) that can be eaten
- for health, planted in a garden, and much more. Getting a few potatoes is easy
- once you know that the quickest way to get them is usually killing zombies . 2017
- Fall
+ - 'Witki () is a village in the administrative district of Gmina Bartoszyce, within
+ Bartoszyce County, Warmian-Masurian Voivodeship, in northern Poland, close to
+ the border with the Kaliningrad Oblast of Russia. It lies approximately east of
+ Bartoszyce and north-east of the regional capital Olsztyn. References Witki 12/10/2040
'
---
-# 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-m
@@ -128,7 +136,7 @@ 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-m](https://huggingface.co/Snowflake/snowflake-arctic-embed-m)
+- **Base model:** [Snowflake/snowflake-arctic-embed-m](https://huggingface.co/Snowflake/snowflake-arctic-embed-m)
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 768 tokens
- **Similarity Function:** Cosine Similarity
@@ -170,9 +178,9 @@ from sentence_transformers import SentenceTransformer
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
- 'query: today:2018-11-21 Find Potatoes in Minecraft PE end of last year ',
- 'passage: Potatoes are a crop in Minecraft PE (Pocket Edition) that can be eaten for health, planted in a garden, and much more. Getting a few potatoes is easy once you know that the quickest way to get them is usually killing zombies . 2017 Fall\n',
- 'passage: Spring 50 using a hair dryer to dry your hair too often can cause it to become dry and brittle. To keep your hair healthy, it’s better to use a towel to squeeze out the moisture, then let your hair continue air drying.\n',
+ 'Represent this sentence for searching relevant passages: Witki, Warmian-Masurian Voivodeship 2040 Oct 12',
+ 'Witki () is a village in the administrative district of Gmina Bartoszyce, within Bartoszyce County, Warmian-Masurian Voivodeship, in northern Poland, close to the border with the Kaliningrad Oblast of Russia. It lies approximately east of Bartoszyce and north-east of the regional capital Olsztyn. References Witki 12/10/2040\n',
+ '12-21-2046 This is a list of electoral results for the Electoral district of Irwin in Western Australian state elections. Members for Irwin Election results Elections in the 1940s Preferences were not distributed. Preferences were not distributed. Elections in the 1930s Preferences were not distributed. Elections in the 1920s Elections in the 1910s Elections in the 1900s Elections in the 1890s References Western Australian state electoral results by district\n',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
@@ -227,19 +235,19 @@ You can finetune this model on your own dataset.
#### Unnamed Dataset
-* Size: 1,306,883 training samples
+* Size: 55,744 training samples
* Columns: anchors and positive
* Approximate statistics based on the first 1000 samples:
- | | anchors | positive |
- |:--------|:----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
- | type | string | string |
- | details | - min: 8 tokens
- mean: 18.75 tokens
- max: 32 tokens
| - min: 23 tokens
- mean: 53.2 tokens
- max: 111 tokens
|
+ | | anchors | positive |
+ |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
+ | type | string | string |
+ | details | - min: 14 tokens
- mean: 20.33 tokens
- max: 33 tokens
| - min: 17 tokens
- mean: 48.58 tokens
- max: 75 tokens
|
* 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
{
@@ -256,16 +264,16 @@ 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 | - min: 6 tokens
- mean: 16.55 tokens
- max: 33 tokens
| - min: 11 tokens
- mean: 50.32 tokens
- max: 105 tokens
|
+ | | anchors | positive |
+ |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|
+ | type | string | string |
+ | details | - min: 12 tokens
- mean: 21.57 tokens
- max: 43 tokens
| - min: 8 tokens
- mean: 66.44 tokens
- max: 512 tokens
|
* Samples:
- | anchors | positive |
- |:--------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
- | query: today:2023-02-22 Be a Good Wrestler last winter | passage: Wrestling is not the same everywhere the sport takes place. If you want to be a good wrestler, you have to know the rules for the type of wrestling you want to do, and decide exactly what defines a 'good' wrestler for you. Winter 22
|
- | query: today:2047-09-13 21 days ago make a Lip Balm Container with Bottle Caps | passage: 2047 Monsoon nowadays, everyone is crazy about making lip balms and gloss, but most people forget the container. Fortunately, there are some solutions. This article will teach you how to make your own lip balm container.
|
- | query: today:2037-12-13 23 years ago swim Underwater Without Holding Your Nose | passage: 29/03/2014 swimming underwater without holding your nose opens up a world of new possibilities for aquatic recreation and fun. Whether you are looking to do a flip turn, start swimming competitively, or even just do a handstand underwater, learning to swim without holding your nose is essential.
|
+ | anchors | positive |
+ |:--------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
+ | Represent this sentence for searching relevant passages: Identify a Psychopath 3/28 | Psychopathy is a personality construct consisting of a cluster of characteristics used by mental health professionals to describe someone who is charming, manipulative, emotionally ruthless and potentially criminal. 03/28
|
+ | Represent this sentence for searching relevant passages: what is dangerous high blood pressure in pregnancy? | A blood pressure that is greater than 130/90 mm Hg or that is 15 degrees higher on the top number from where you started before pregnancy may be cause for concern. High blood pressure during pregnancy is defined as 140 mm Hg or higher systolic, with diastolic 90 mm Hg or higher.
|
+ | Represent this sentence for searching relevant passages: Be a Better Cheerleader June 22 | What do you think when you think of a good cheerleader? Tight with motions? Can hold a stunt? Well, it's not just that. You need to be fit in 3 categories: mental/emotional health, social health, and physical health. 06/22
|
* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters:
```json
{
@@ -278,16 +286,14 @@ You can finetune this model on your own dataset.
#### Non-Default Hyperparameters
- `eval_strategy`: steps
-- `per_device_train_batch_size`: 64
+- `per_device_train_batch_size`: 128
- `per_device_eval_batch_size`: 64
-- `learning_rate`: 1e-05
+- `learning_rate`: 1.5e-05
- `weight_decay`: 0.01
- `num_train_epochs`: 1
- `warmup_ratio`: 0.1
- `warmup_steps`: 400
- `bf16`: True
-- `torch_compile`: True
-- `torch_compile_backend`: inductor
- `batch_sampler`: no_duplicates
#### All Hyperparameters
@@ -297,13 +303,14 @@ 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_train_batch_size`: 128
- `per_device_eval_batch_size`: 64
- `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`: 1.5e-05
- `weight_decay`: 0.01
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
@@ -389,8 +396,8 @@ You can finetune this model on your own dataset.
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
-- `torch_compile`: True
-- `torch_compile_backend`: inductor
+- `torch_compile`: False
+- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `dispatch_batches`: None
- `split_batches`: None
@@ -400,2068 +407,67 @@ 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 |
-|:------:|:-----:|:-------------:|:------:|
-| 0.0000 | 1 | 2.366 | - |
-| 0.0005 | 10 | 2.579 | - |
-| 0.0010 | 20 | 2.3277 | - |
-| 0.0015 | 30 | 2.3161 | - |
-| 0.0020 | 40 | 2.0011 | - |
-| 0.0024 | 50 | 1.7122 | - |
-| 0.0029 | 60 | 1.3642 | - |
-| 0.0034 | 70 | 1.2231 | - |
-| 0.0039 | 80 | 1.1588 | - |
-| 0.0044 | 90 | 0.7336 | - |
-| 0.0049 | 100 | 0.7661 | - |
-| 0.0054 | 110 | 0.75 | - |
-| 0.0059 | 120 | 0.7174 | - |
-| 0.0064 | 130 | 0.4378 | - |
-| 0.0069 | 140 | 0.3111 | - |
-| 0.0073 | 150 | 0.3669 | - |
-| 0.0078 | 160 | 0.5555 | - |
-| 0.0083 | 170 | 0.4091 | - |
-| 0.0088 | 180 | 0.6413 | - |
-| 0.0093 | 190 | 0.7201 | - |
-| 0.0098 | 200 | 0.3625 | - |
-| 0.0103 | 210 | 0.4803 | - |
-| 0.0108 | 220 | 0.3996 | - |
-| 0.0113 | 230 | 0.3793 | - |
-| 0.0118 | 240 | 0.392 | - |
-| 0.0122 | 250 | 0.2503 | - |
-| 0.0127 | 260 | 0.6191 | - |
-| 0.0132 | 270 | 0.5611 | - |
-| 0.0137 | 280 | 0.2981 | - |
-| 0.0142 | 290 | 0.241 | - |
-| 0.0147 | 300 | 0.4188 | - |
-| 0.0152 | 310 | 0.237 | - |
-| 0.0157 | 320 | 0.1695 | - |
-| 0.0162 | 330 | 0.1875 | - |
-| 0.0166 | 340 | 0.1443 | - |
-| 0.0171 | 350 | 0.1866 | - |
-| 0.0176 | 360 | 0.3067 | - |
-| 0.0181 | 370 | 0.1761 | - |
-| 0.0186 | 380 | 0.1718 | - |
-| 0.0191 | 390 | 0.1803 | - |
-| 0.0196 | 400 | 0.2673 | - |
-| 0.0201 | 410 | 0.2618 | - |
-| 0.0206 | 420 | 0.251 | - |
-| 0.0211 | 430 | 0.2658 | - |
-| 0.0215 | 440 | 0.2297 | - |
-| 0.0220 | 450 | 0.3406 | - |
-| 0.0225 | 460 | 0.2442 | - |
-| 0.0230 | 470 | 0.2298 | - |
-| 0.0235 | 480 | 0.1933 | - |
-| 0.0240 | 490 | 0.2423 | - |
-| 0.0245 | 500 | 0.2097 | - |
-| 0.0250 | 510 | 0.1965 | - |
-| 0.0255 | 520 | 0.1495 | - |
-| 0.0260 | 530 | 0.2032 | - |
-| 0.0264 | 540 | 0.2886 | - |
-| 0.0269 | 550 | 0.3213 | - |
-| 0.0274 | 560 | 0.2248 | - |
-| 0.0279 | 570 | 0.1526 | - |
-| 0.0284 | 580 | 0.1385 | - |
-| 0.0289 | 590 | 0.2057 | - |
-| 0.0294 | 600 | 0.1922 | - |
-| 0.0299 | 610 | 0.1751 | - |
-| 0.0304 | 620 | 0.1187 | - |
-| 0.0309 | 630 | 0.1134 | - |
-| 0.0313 | 640 | 0.1652 | - |
-| 0.0318 | 650 | 0.1367 | - |
-| 0.0323 | 660 | 0.151 | - |
-| 0.0328 | 670 | 0.1857 | - |
-| 0.0333 | 680 | 0.1167 | - |
-| 0.0338 | 690 | 0.2079 | - |
-| 0.0343 | 700 | 0.1648 | - |
-| 0.0348 | 710 | 0.1018 | - |
-| 0.0353 | 720 | 0.1275 | - |
-| 0.0357 | 730 | 0.111 | - |
-| 0.0362 | 740 | 0.2017 | - |
-| 0.0367 | 750 | 0.1191 | - |
-| 0.0372 | 760 | 0.1073 | - |
-| 0.0377 | 770 | 0.0634 | - |
-| 0.0382 | 780 | 0.1171 | - |
-| 0.0387 | 790 | 0.1355 | - |
-| 0.0392 | 800 | 0.1463 | - |
-| 0.0397 | 810 | 0.0858 | - |
-| 0.0402 | 820 | 0.101 | - |
-| 0.0406 | 830 | 0.1394 | - |
-| 0.0411 | 840 | 0.1145 | - |
-| 0.0416 | 850 | 0.0733 | - |
-| 0.0421 | 860 | 0.0696 | - |
-| 0.0426 | 870 | 0.077 | - |
-| 0.0431 | 880 | 0.1467 | - |
-| 0.0436 | 890 | 0.0996 | - |
-| 0.0441 | 900 | 0.1186 | - |
-| 0.0446 | 910 | 0.1218 | - |
-| 0.0451 | 920 | 0.1363 | - |
-| 0.0455 | 930 | 0.1104 | - |
-| 0.0460 | 940 | 0.1837 | - |
-| 0.0465 | 950 | 0.2613 | - |
-| 0.0470 | 960 | 0.1383 | - |
-| 0.0475 | 970 | 0.1419 | - |
-| 0.0480 | 980 | 0.1432 | - |
-| 0.0485 | 990 | 0.1567 | - |
-| 0.0490 | 1000 | 0.0951 | - |
-| 0.0495 | 1010 | 0.1453 | - |
-| 0.0499 | 1020 | 0.119 | - |
-| 0.0504 | 1030 | 0.0885 | - |
-| 0.0509 | 1040 | 0.1004 | - |
-| 0.0514 | 1050 | 0.0866 | - |
-| 0.0519 | 1060 | 0.1143 | - |
-| 0.0524 | 1070 | 0.1234 | - |
-| 0.0529 | 1080 | 0.1153 | - |
-| 0.0534 | 1090 | 0.118 | - |
-| 0.0539 | 1100 | 0.0854 | - |
-| 0.0544 | 1110 | 0.0583 | - |
-| 0.0548 | 1120 | 0.1051 | - |
-| 0.0553 | 1130 | 0.0925 | - |
-| 0.0558 | 1140 | 0.0872 | - |
-| 0.0563 | 1150 | 0.0791 | - |
-| 0.0568 | 1160 | 0.0968 | - |
-| 0.0573 | 1170 | 0.1191 | - |
-| 0.0578 | 1180 | 0.0818 | - |
-| 0.0583 | 1190 | 0.0714 | - |
-| 0.0588 | 1200 | 0.067 | - |
-| 0.0593 | 1210 | 0.1063 | - |
-| 0.0597 | 1220 | 0.0478 | - |
-| 0.0602 | 1230 | 0.0299 | - |
-| 0.0607 | 1240 | 0.0352 | - |
-| 0.0612 | 1250 | 0.0892 | - |
-| 0.0617 | 1260 | 0.0486 | - |
-| 0.0622 | 1270 | 0.069 | - |
-| 0.0627 | 1280 | 0.139 | - |
-| 0.0632 | 1290 | 0.066 | - |
-| 0.0637 | 1300 | 0.0519 | - |
-| 0.0641 | 1310 | 0.0597 | - |
-| 0.0646 | 1320 | 0.0658 | - |
-| 0.0651 | 1330 | 0.055 | - |
-| 0.0656 | 1340 | 0.0691 | - |
-| 0.0661 | 1350 | 0.1175 | - |
-| 0.0666 | 1360 | 0.1444 | - |
-| 0.0671 | 1370 | 0.0791 | - |
-| 0.0676 | 1380 | 0.0489 | - |
-| 0.0681 | 1390 | 0.0964 | - |
-| 0.0686 | 1400 | 0.0636 | - |
-| 0.0690 | 1410 | 0.0315 | - |
-| 0.0695 | 1420 | 0.0266 | - |
-| 0.0700 | 1430 | 0.0375 | - |
-| 0.0705 | 1440 | 0.0341 | - |
-| 0.0710 | 1450 | 0.0492 | - |
-| 0.0715 | 1460 | 0.0494 | - |
-| 0.0720 | 1470 | 0.0614 | - |
-| 0.0725 | 1480 | 0.0346 | - |
-| 0.0730 | 1490 | 0.0486 | - |
-| 0.0735 | 1500 | 0.07 | - |
-| 0.0739 | 1510 | 0.0562 | - |
-| 0.0744 | 1520 | 0.0723 | - |
-| 0.0749 | 1530 | 0.0647 | - |
-| 0.0754 | 1540 | 0.0866 | - |
-| 0.0759 | 1550 | 0.0922 | - |
-| 0.0764 | 1560 | 0.0678 | - |
-| 0.0769 | 1570 | 0.0714 | - |
-| 0.0774 | 1580 | 0.0732 | - |
-| 0.0779 | 1590 | 0.0486 | - |
-| 0.0784 | 1600 | 0.0579 | - |
-| 0.0788 | 1610 | 0.045 | - |
-| 0.0793 | 1620 | 0.0693 | - |
-| 0.0798 | 1630 | 0.0816 | - |
-| 0.0803 | 1640 | 0.1091 | - |
-| 0.0808 | 1650 | 0.0832 | - |
-| 0.0813 | 1660 | 0.0634 | - |
-| 0.0818 | 1670 | 0.0335 | - |
-| 0.0823 | 1680 | 0.0708 | - |
-| 0.0828 | 1690 | 0.0723 | - |
-| 0.0832 | 1700 | 0.0603 | - |
-| 0.0837 | 1710 | 0.0507 | - |
-| 0.0842 | 1720 | 0.0418 | - |
-| 0.0847 | 1730 | 0.0487 | - |
-| 0.0852 | 1740 | 0.0594 | - |
-| 0.0857 | 1750 | 0.0733 | - |
-| 0.0862 | 1760 | 0.0693 | - |
-| 0.0867 | 1770 | 0.0323 | - |
-| 0.0872 | 1780 | 0.0781 | - |
-| 0.0877 | 1790 | 0.0743 | - |
-| 0.0881 | 1800 | 0.0462 | - |
-| 0.0886 | 1810 | 0.0588 | - |
-| 0.0891 | 1820 | 0.0435 | - |
-| 0.0896 | 1830 | 0.0832 | - |
-| 0.0901 | 1840 | 0.0386 | - |
-| 0.0906 | 1850 | 0.0585 | - |
-| 0.0911 | 1860 | 0.0302 | - |
-| 0.0916 | 1870 | 0.0321 | - |
-| 0.0921 | 1880 | 0.0591 | - |
-| 0.0926 | 1890 | 0.0502 | - |
-| 0.0930 | 1900 | 0.0517 | - |
-| 0.0935 | 1910 | 0.042 | - |
-| 0.0940 | 1920 | 0.0462 | - |
-| 0.0945 | 1930 | 0.073 | - |
-| 0.0950 | 1940 | 0.0245 | - |
-| 0.0955 | 1950 | 0.0211 | - |
-| 0.0960 | 1960 | 0.032 | - |
-| 0.0965 | 1970 | 0.0671 | - |
-| 0.0970 | 1980 | 0.0454 | - |
-| 0.0974 | 1990 | 0.0437 | - |
-| 0.0979 | 2000 | 0.0588 | 0.0434 |
-| 0.0984 | 2010 | 0.0408 | - |
-| 0.0989 | 2020 | 0.0562 | - |
-| 0.0994 | 2030 | 0.0547 | - |
-| 0.0999 | 2040 | 0.0998 | - |
-| 0.1004 | 2050 | 0.0611 | - |
-| 0.1009 | 2060 | 0.0524 | - |
-| 0.1014 | 2070 | 0.0665 | - |
-| 0.1019 | 2080 | 0.0703 | - |
-| 0.1023 | 2090 | 0.0535 | - |
-| 0.1028 | 2100 | 0.0631 | - |
-| 0.1033 | 2110 | 0.0621 | - |
-| 0.1038 | 2120 | 0.0452 | - |
-| 0.1043 | 2130 | 0.0479 | - |
-| 0.1048 | 2140 | 0.0388 | - |
-| 0.1053 | 2150 | 0.0706 | - |
-| 0.1058 | 2160 | 0.0489 | - |
-| 0.1063 | 2170 | 0.0641 | - |
-| 0.1068 | 2180 | 0.0647 | - |
-| 0.1072 | 2190 | 0.0555 | - |
-| 0.1077 | 2200 | 0.0488 | - |
-| 0.1082 | 2210 | 0.0531 | - |
-| 0.1087 | 2220 | 0.0741 | - |
-| 0.1092 | 2230 | 0.0652 | - |
-| 0.1097 | 2240 | 0.0444 | - |
-| 0.1102 | 2250 | 0.0585 | - |
-| 0.1107 | 2260 | 0.0566 | - |
-| 0.1112 | 2270 | 0.0657 | - |
-| 0.1116 | 2280 | 0.0372 | - |
-| 0.1121 | 2290 | 0.0485 | - |
-| 0.1126 | 2300 | 0.055 | - |
-| 0.1131 | 2310 | 0.0429 | - |
-| 0.1136 | 2320 | 0.0209 | - |
-| 0.1141 | 2330 | 0.0189 | - |
-| 0.1146 | 2340 | 0.0315 | - |
-| 0.1151 | 2350 | 0.0536 | - |
-| 0.1156 | 2360 | 0.0377 | - |
-| 0.1161 | 2370 | 0.0687 | - |
-| 0.1165 | 2380 | 0.0476 | - |
-| 0.1170 | 2390 | 0.0328 | - |
-| 0.1175 | 2400 | 0.05 | - |
-| 0.1180 | 2410 | 0.0553 | - |
-| 0.1185 | 2420 | 0.0352 | - |
-| 0.1190 | 2430 | 0.0587 | - |
-| 0.1195 | 2440 | 0.0386 | - |
-| 0.1200 | 2450 | 0.1083 | - |
-| 0.1205 | 2460 | 0.0673 | - |
-| 0.1210 | 2470 | 0.0301 | - |
-| 0.1214 | 2480 | 0.0614 | - |
-| 0.1219 | 2490 | 0.0706 | - |
-| 0.1224 | 2500 | 0.0289 | - |
-| 0.1229 | 2510 | 0.0197 | - |
-| 0.1234 | 2520 | 0.0205 | - |
-| 0.1239 | 2530 | 0.0245 | - |
-| 0.1244 | 2540 | 0.0303 | - |
-| 0.1249 | 2550 | 0.0541 | - |
-| 0.1254 | 2560 | 0.0188 | - |
-| 0.1259 | 2570 | 0.0413 | - |
-| 0.1263 | 2580 | 0.0288 | - |
-| 0.1268 | 2590 | 0.0566 | - |
-| 0.1273 | 2600 | 0.0427 | - |
-| 0.1278 | 2610 | 0.0519 | - |
-| 0.1283 | 2620 | 0.0402 | - |
-| 0.1288 | 2630 | 0.0383 | - |
-| 0.1293 | 2640 | 0.0517 | - |
-| 0.1298 | 2650 | 0.0612 | - |
-| 0.1303 | 2660 | 0.0569 | - |
-| 0.1307 | 2670 | 0.0511 | - |
-| 0.1312 | 2680 | 0.0371 | - |
-| 0.1317 | 2690 | 0.037 | - |
-| 0.1322 | 2700 | 0.052 | - |
-| 0.1327 | 2710 | 0.0398 | - |
-| 0.1332 | 2720 | 0.0625 | - |
-| 0.1337 | 2730 | 0.0777 | - |
-| 0.1342 | 2740 | 0.0664 | - |
-| 0.1347 | 2750 | 0.0682 | - |
-| 0.1352 | 2760 | 0.0244 | - |
-| 0.1356 | 2770 | 0.0436 | - |
-| 0.1361 | 2780 | 0.0603 | - |
-| 0.1366 | 2790 | 0.0397 | - |
-| 0.1371 | 2800 | 0.0586 | - |
-| 0.1376 | 2810 | 0.0368 | - |
-| 0.1381 | 2820 | 0.0426 | - |
-| 0.1386 | 2830 | 0.0377 | - |
-| 0.1391 | 2840 | 0.0397 | - |
-| 0.1396 | 2850 | 0.0496 | - |
-| 0.1401 | 2860 | 0.0273 | - |
-| 0.1405 | 2870 | 0.0552 | - |
-| 0.1410 | 2880 | 0.0668 | - |
-| 0.1415 | 2890 | 0.0408 | - |
-| 0.1420 | 2900 | 0.0249 | - |
-| 0.1425 | 2910 | 0.0457 | - |
-| 0.1430 | 2920 | 0.0601 | - |
-| 0.1435 | 2930 | 0.0397 | - |
-| 0.1440 | 2940 | 0.0375 | - |
-| 0.1445 | 2950 | 0.0303 | - |
-| 0.1449 | 2960 | 0.0298 | - |
-| 0.1454 | 2970 | 0.0371 | - |
-| 0.1459 | 2980 | 0.0435 | - |
-| 0.1464 | 2990 | 0.0476 | - |
-| 0.1469 | 3000 | 0.0361 | - |
-| 0.1474 | 3010 | 0.0244 | - |
-| 0.1479 | 3020 | 0.053 | - |
-| 0.1484 | 3030 | 0.0157 | - |
-| 0.1489 | 3040 | 0.0189 | - |
-| 0.1494 | 3050 | 0.0283 | - |
-| 0.1498 | 3060 | 0.0408 | - |
-| 0.1503 | 3070 | 0.0427 | - |
-| 0.1508 | 3080 | 0.0362 | - |
-| 0.1513 | 3090 | 0.0424 | - |
-| 0.1518 | 3100 | 0.0435 | - |
-| 0.1523 | 3110 | 0.0438 | - |
-| 0.1528 | 3120 | 0.0359 | - |
-| 0.1533 | 3130 | 0.0702 | - |
-| 0.1538 | 3140 | 0.0447 | - |
-| 0.1543 | 3150 | 0.0492 | - |
-| 0.1547 | 3160 | 0.0468 | - |
-| 0.1552 | 3170 | 0.0493 | - |
-| 0.1557 | 3180 | 0.0448 | - |
-| 0.1562 | 3190 | 0.0469 | - |
-| 0.1567 | 3200 | 0.0437 | - |
-| 0.1572 | 3210 | 0.0422 | - |
-| 0.1577 | 3220 | 0.0502 | - |
-| 0.1582 | 3230 | 0.0336 | - |
-| 0.1587 | 3240 | 0.0564 | - |
-| 0.1591 | 3250 | 0.0433 | - |
-| 0.1596 | 3260 | 0.0551 | - |
-| 0.1601 | 3270 | 0.0664 | - |
-| 0.1606 | 3280 | 0.0427 | - |
-| 0.1611 | 3290 | 0.0391 | - |
-| 0.1616 | 3300 | 0.0293 | - |
-| 0.1621 | 3310 | 0.0586 | - |
-| 0.1626 | 3320 | 0.0628 | - |
-| 0.1631 | 3330 | 0.0537 | - |
-| 0.1636 | 3340 | 0.031 | - |
-| 0.1640 | 3350 | 0.0519 | - |
-| 0.1645 | 3360 | 0.0627 | - |
-| 0.1650 | 3370 | 0.0295 | - |
-| 0.1655 | 3380 | 0.0397 | - |
-| 0.1660 | 3390 | 0.0442 | - |
-| 0.1665 | 3400 | 0.044 | - |
-| 0.1670 | 3410 | 0.0211 | - |
-| 0.1675 | 3420 | 0.0192 | - |
-| 0.1680 | 3430 | 0.0237 | - |
-| 0.1685 | 3440 | 0.0461 | - |
-| 0.1689 | 3450 | 0.03 | - |
-| 0.1694 | 3460 | 0.0524 | - |
-| 0.1699 | 3470 | 0.0493 | - |
-| 0.1704 | 3480 | 0.0292 | - |
-| 0.1709 | 3490 | 0.0411 | - |
-| 0.1714 | 3500 | 0.0336 | - |
-| 0.1719 | 3510 | 0.0405 | - |
-| 0.1724 | 3520 | 0.0465 | - |
-| 0.1729 | 3530 | 0.0217 | - |
-| 0.1734 | 3540 | 0.079 | - |
-| 0.1738 | 3550 | 0.0656 | - |
-| 0.1743 | 3560 | 0.0307 | - |
-| 0.1748 | 3570 | 0.0326 | - |
-| 0.1753 | 3580 | 0.0512 | - |
-| 0.1758 | 3590 | 0.032 | - |
-| 0.1763 | 3600 | 0.0154 | - |
-| 0.1768 | 3610 | 0.0193 | - |
-| 0.1773 | 3620 | 0.0195 | - |
-| 0.1778 | 3630 | 0.0141 | - |
-| 0.1782 | 3640 | 0.047 | - |
-| 0.1787 | 3650 | 0.0158 | - |
-| 0.1792 | 3660 | 0.037 | - |
-| 0.1797 | 3670 | 0.0203 | - |
-| 0.1802 | 3680 | 0.0335 | - |
-| 0.1807 | 3690 | 0.0371 | - |
-| 0.1812 | 3700 | 0.0493 | - |
-| 0.1817 | 3710 | 0.0313 | - |
-| 0.1822 | 3720 | 0.0415 | - |
-| 0.1827 | 3730 | 0.0671 | - |
-| 0.1831 | 3740 | 0.0583 | - |
-| 0.1836 | 3750 | 0.0451 | - |
-| 0.1841 | 3760 | 0.0482 | - |
-| 0.1846 | 3770 | 0.0466 | - |
-| 0.1851 | 3780 | 0.03 | - |
-| 0.1856 | 3790 | 0.0198 | - |
-| 0.1861 | 3800 | 0.0339 | - |
-| 0.1866 | 3810 | 0.044 | - |
-| 0.1871 | 3820 | 0.0528 | - |
-| 0.1876 | 3830 | 0.0607 | - |
-| 0.1880 | 3840 | 0.0587 | - |
-| 0.1885 | 3850 | 0.0225 | - |
-| 0.1890 | 3860 | 0.0297 | - |
-| 0.1895 | 3870 | 0.0593 | - |
-| 0.1900 | 3880 | 0.041 | - |
-| 0.1905 | 3890 | 0.0441 | - |
-| 0.1910 | 3900 | 0.0374 | - |
-| 0.1915 | 3910 | 0.0294 | - |
-| 0.1920 | 3920 | 0.042 | - |
-| 0.1924 | 3930 | 0.0346 | - |
-| 0.1929 | 3940 | 0.0389 | - |
-| 0.1934 | 3950 | 0.0224 | - |
-| 0.1939 | 3960 | 0.0341 | - |
-| 0.1944 | 3970 | 0.0404 | - |
-| 0.1949 | 3980 | 0.0334 | - |
-| 0.1954 | 3990 | 0.0297 | - |
-| 0.1959 | 4000 | 0.0262 | 0.0290 |
-| 0.1964 | 4010 | 0.0407 | - |
-| 0.1969 | 4020 | 0.0438 | - |
-| 0.1973 | 4030 | 0.0321 | - |
-| 0.1978 | 4040 | 0.0227 | - |
-| 0.1983 | 4050 | 0.0211 | - |
-| 0.1988 | 4060 | 0.0238 | - |
-| 0.1993 | 4070 | 0.0237 | - |
-| 0.1998 | 4080 | 0.0332 | - |
-| 0.2003 | 4090 | 0.0292 | - |
-| 0.2008 | 4100 | 0.0253 | - |
-| 0.2013 | 4110 | 0.0432 | - |
-| 0.2018 | 4120 | 0.0157 | - |
-| 0.2022 | 4130 | 0.0181 | - |
-| 0.2027 | 4140 | 0.014 | - |
-| 0.2032 | 4150 | 0.0249 | - |
-| 0.2037 | 4160 | 0.0376 | - |
-| 0.2042 | 4170 | 0.0292 | - |
-| 0.2047 | 4180 | 0.0258 | - |
-| 0.2052 | 4190 | 0.0216 | - |
-| 0.2057 | 4200 | 0.0504 | - |
-| 0.2062 | 4210 | 0.0313 | - |
-| 0.2067 | 4220 | 0.0549 | - |
-| 0.2071 | 4230 | 0.0538 | - |
-| 0.2076 | 4240 | 0.0478 | - |
-| 0.2081 | 4250 | 0.0694 | - |
-| 0.2086 | 4260 | 0.0398 | - |
-| 0.2091 | 4270 | 0.0442 | - |
-| 0.2096 | 4280 | 0.0276 | - |
-| 0.2101 | 4290 | 0.0451 | - |
-| 0.2106 | 4300 | 0.0355 | - |
-| 0.2111 | 4310 | 0.0312 | - |
-| 0.2115 | 4320 | 0.0194 | - |
-| 0.2120 | 4330 | 0.0355 | - |
-| 0.2125 | 4340 | 0.0232 | - |
-| 0.2130 | 4350 | 0.0336 | - |
-| 0.2135 | 4360 | 0.0434 | - |
-| 0.2140 | 4370 | 0.05 | - |
-| 0.2145 | 4380 | 0.0208 | - |
-| 0.2150 | 4390 | 0.0422 | - |
-| 0.2155 | 4400 | 0.0377 | - |
-| 0.2160 | 4410 | 0.0513 | - |
-| 0.2164 | 4420 | 0.0304 | - |
-| 0.2169 | 4430 | 0.0383 | - |
-| 0.2174 | 4440 | 0.0478 | - |
-| 0.2179 | 4450 | 0.042 | - |
-| 0.2184 | 4460 | 0.0222 | - |
-| 0.2189 | 4470 | 0.0318 | - |
-| 0.2194 | 4480 | 0.0321 | - |
-| 0.2199 | 4490 | 0.0326 | - |
-| 0.2204 | 4500 | 0.0158 | - |
-| 0.2209 | 4510 | 0.0151 | - |
-| 0.2213 | 4520 | 0.0194 | - |
-| 0.2218 | 4530 | 0.0388 | - |
-| 0.2223 | 4540 | 0.0285 | - |
-| 0.2228 | 4550 | 0.0292 | - |
-| 0.2233 | 4560 | 0.0431 | - |
-| 0.2238 | 4570 | 0.0248 | - |
-| 0.2243 | 4580 | 0.0332 | - |
-| 0.2248 | 4590 | 0.0296 | - |
-| 0.2253 | 4600 | 0.0252 | - |
-| 0.2257 | 4610 | 0.0355 | - |
-| 0.2262 | 4620 | 0.0191 | - |
-| 0.2267 | 4630 | 0.0507 | - |
-| 0.2272 | 4640 | 0.0499 | - |
-| 0.2277 | 4650 | 0.0263 | - |
-| 0.2282 | 4660 | 0.0193 | - |
-| 0.2287 | 4670 | 0.0425 | - |
-| 0.2292 | 4680 | 0.047 | - |
-| 0.2297 | 4690 | 0.0132 | - |
-| 0.2302 | 4700 | 0.0251 | - |
-| 0.2306 | 4710 | 0.015 | - |
-| 0.2311 | 4720 | 0.0183 | - |
-| 0.2316 | 4730 | 0.03 | - |
-| 0.2321 | 4740 | 0.0183 | - |
-| 0.2326 | 4750 | 0.0226 | - |
-| 0.2331 | 4760 | 0.0194 | - |
-| 0.2336 | 4770 | 0.0245 | - |
-| 0.2341 | 4780 | 0.0352 | - |
-| 0.2346 | 4790 | 0.0277 | - |
-| 0.2351 | 4800 | 0.0317 | - |
-| 0.2355 | 4810 | 0.0328 | - |
-| 0.2360 | 4820 | 0.0578 | - |
-| 0.2365 | 4830 | 0.0343 | - |
-| 0.2370 | 4840 | 0.0562 | - |
-| 0.2375 | 4850 | 0.0395 | - |
-| 0.2380 | 4860 | 0.0462 | - |
-| 0.2385 | 4870 | 0.0312 | - |
-| 0.2390 | 4880 | 0.0297 | - |
-| 0.2395 | 4890 | 0.0255 | - |
-| 0.2399 | 4900 | 0.051 | - |
-| 0.2404 | 4910 | 0.0494 | - |
-| 0.2409 | 4920 | 0.053 | - |
-| 0.2414 | 4930 | 0.0689 | - |
-| 0.2419 | 4940 | 0.038 | - |
-| 0.2424 | 4950 | 0.0219 | - |
-| 0.2429 | 4960 | 0.0458 | - |
-| 0.2434 | 4970 | 0.0275 | - |
-| 0.2439 | 4980 | 0.0355 | - |
-| 0.2444 | 4990 | 0.0268 | - |
-| 0.2448 | 5000 | 0.0215 | - |
-| 0.2453 | 5010 | 0.0279 | - |
-| 0.2458 | 5020 | 0.0258 | - |
-| 0.2463 | 5030 | 0.0313 | - |
-| 0.2468 | 5040 | 0.0357 | - |
-| 0.2473 | 5050 | 0.0315 | - |
-| 0.2478 | 5060 | 0.0365 | - |
-| 0.2483 | 5070 | 0.0343 | - |
-| 0.2488 | 5080 | 0.022 | - |
-| 0.2493 | 5090 | 0.0283 | - |
-| 0.2497 | 5100 | 0.0167 | - |
-| 0.2502 | 5110 | 0.0531 | - |
-| 0.2507 | 5120 | 0.0124 | - |
-| 0.2512 | 5130 | 0.0221 | - |
-| 0.2517 | 5140 | 0.0136 | - |
-| 0.2522 | 5150 | 0.0144 | - |
-| 0.2527 | 5160 | 0.031 | - |
-| 0.2532 | 5170 | 0.0321 | - |
-| 0.2537 | 5180 | 0.0211 | - |
-| 0.2542 | 5190 | 0.0231 | - |
-| 0.2546 | 5200 | 0.0193 | - |
-| 0.2551 | 5210 | 0.0331 | - |
-| 0.2556 | 5220 | 0.0166 | - |
-| 0.2561 | 5230 | 0.0127 | - |
-| 0.2566 | 5240 | 0.0201 | - |
-| 0.2571 | 5250 | 0.0374 | - |
-| 0.2576 | 5260 | 0.0243 | - |
-| 0.2581 | 5270 | 0.0235 | - |
-| 0.2586 | 5280 | 0.026 | - |
-| 0.2590 | 5290 | 0.0269 | - |
-| 0.2595 | 5300 | 0.0341 | - |
-| 0.2600 | 5310 | 0.0494 | - |
-| 0.2605 | 5320 | 0.0496 | - |
-| 0.2610 | 5330 | 0.0305 | - |
-| 0.2615 | 5340 | 0.0405 | - |
-| 0.2620 | 5350 | 0.0295 | - |
-| 0.2625 | 5360 | 0.0264 | - |
-| 0.2630 | 5370 | 0.0345 | - |
-| 0.2635 | 5380 | 0.034 | - |
-| 0.2639 | 5390 | 0.025 | - |
-| 0.2644 | 5400 | 0.0242 | - |
-| 0.2649 | 5410 | 0.0197 | - |
-| 0.2654 | 5420 | 0.0256 | - |
-| 0.2659 | 5430 | 0.0288 | - |
-| 0.2664 | 5440 | 0.0336 | - |
-| 0.2669 | 5450 | 0.0327 | - |
-| 0.2674 | 5460 | 0.035 | - |
-| 0.2679 | 5470 | 0.0247 | - |
-| 0.2684 | 5480 | 0.019 | - |
-| 0.2688 | 5490 | 0.03 | - |
-| 0.2693 | 5500 | 0.0392 | - |
-| 0.2698 | 5510 | 0.0247 | - |
-| 0.2703 | 5520 | 0.0302 | - |
-| 0.2708 | 5530 | 0.0248 | - |
-| 0.2713 | 5540 | 0.0307 | - |
-| 0.2718 | 5550 | 0.0446 | - |
-| 0.2723 | 5560 | 0.0575 | - |
-| 0.2728 | 5570 | 0.0668 | - |
-| 0.2732 | 5580 | 0.0863 | - |
-| 0.2737 | 5590 | 0.0623 | - |
-| 0.2742 | 5600 | 0.0493 | - |
-| 0.2747 | 5610 | 0.0428 | - |
-| 0.2752 | 5620 | 0.0527 | - |
-| 0.2757 | 5630 | 0.0661 | - |
-| 0.2762 | 5640 | 0.0591 | - |
-| 0.2767 | 5650 | 0.0329 | - |
-| 0.2772 | 5660 | 0.0603 | - |
-| 0.2777 | 5670 | 0.0637 | - |
-| 0.2781 | 5680 | 0.0292 | - |
-| 0.2786 | 5690 | 0.0171 | - |
-| 0.2791 | 5700 | 0.0156 | - |
-| 0.2796 | 5710 | 0.0358 | - |
-| 0.2801 | 5720 | 0.0368 | - |
-| 0.2806 | 5730 | 0.0351 | - |
-| 0.2811 | 5740 | 0.0598 | - |
-| 0.2816 | 5750 | 0.0498 | - |
-| 0.2821 | 5760 | 0.0349 | - |
-| 0.2826 | 5770 | 0.0367 | - |
-| 0.2830 | 5780 | 0.0446 | - |
-| 0.2835 | 5790 | 0.0402 | - |
-| 0.2840 | 5800 | 0.0338 | - |
-| 0.2845 | 5810 | 0.0332 | - |
-| 0.2850 | 5820 | 0.0818 | - |
-| 0.2855 | 5830 | 0.0386 | - |
-| 0.2860 | 5840 | 0.0336 | - |
-| 0.2865 | 5850 | 0.0432 | - |
-| 0.2870 | 5860 | 0.0488 | - |
-| 0.2874 | 5870 | 0.0209 | - |
-| 0.2879 | 5880 | 0.0179 | - |
-| 0.2884 | 5890 | 0.019 | - |
-| 0.2889 | 5900 | 0.0245 | - |
-| 0.2894 | 5910 | 0.0242 | - |
-| 0.2899 | 5920 | 0.0325 | - |
-| 0.2904 | 5930 | 0.0259 | - |
-| 0.2909 | 5940 | 0.0187 | - |
-| 0.2914 | 5950 | 0.0284 | - |
-| 0.2919 | 5960 | 0.0261 | - |
-| 0.2923 | 5970 | 0.0408 | - |
-| 0.2928 | 5980 | 0.0296 | - |
-| 0.2933 | 5990 | 0.0268 | - |
-| 0.2938 | 6000 | 0.0507 | 0.0185 |
-| 0.2943 | 6010 | 0.0452 | - |
-| 0.2948 | 6020 | 0.0371 | - |
-| 0.2953 | 6030 | 0.0485 | - |
-| 0.2958 | 6040 | 0.0349 | - |
-| 0.2963 | 6050 | 0.0252 | - |
-| 0.2968 | 6060 | 0.0263 | - |
-| 0.2972 | 6070 | 0.0365 | - |
-| 0.2977 | 6080 | 0.0295 | - |
-| 0.2982 | 6090 | 0.0469 | - |
-| 0.2987 | 6100 | 0.0588 | - |
-| 0.2992 | 6110 | 0.0461 | - |
-| 0.2997 | 6120 | 0.047 | - |
-| 0.3002 | 6130 | 0.0132 | - |
-| 0.3007 | 6140 | 0.0393 | - |
-| 0.3012 | 6150 | 0.0548 | - |
-| 0.3017 | 6160 | 0.0238 | - |
-| 0.3021 | 6170 | 0.034 | - |
-| 0.3026 | 6180 | 0.0317 | - |
-| 0.3031 | 6190 | 0.0304 | - |
-| 0.3036 | 6200 | 0.0268 | - |
-| 0.3041 | 6210 | 0.0281 | - |
-| 0.3046 | 6220 | 0.0415 | - |
-| 0.3051 | 6230 | 0.0176 | - |
-| 0.3056 | 6240 | 0.0389 | - |
-| 0.3061 | 6250 | 0.0512 | - |
-| 0.3065 | 6260 | 0.0212 | - |
-| 0.3070 | 6270 | 0.0297 | - |
-| 0.3075 | 6280 | 0.0201 | - |
-| 0.3080 | 6290 | 0.0518 | - |
-| 0.3085 | 6300 | 0.0279 | - |
-| 0.3090 | 6310 | 0.0277 | - |
-| 0.3095 | 6320 | 0.0157 | - |
-| 0.3100 | 6330 | 0.02 | - |
-| 0.3105 | 6340 | 0.0291 | - |
-| 0.3110 | 6350 | 0.0249 | - |
-| 0.3114 | 6360 | 0.0318 | - |
-| 0.3119 | 6370 | 0.0319 | - |
-| 0.3124 | 6380 | 0.0122 | - |
-| 0.3129 | 6390 | 0.0511 | - |
-| 0.3134 | 6400 | 0.0171 | - |
-| 0.3139 | 6410 | 0.0165 | - |
-| 0.3144 | 6420 | 0.0206 | - |
-| 0.3149 | 6430 | 0.0336 | - |
-| 0.3154 | 6440 | 0.0266 | - |
-| 0.3159 | 6450 | 0.0335 | - |
-| 0.3163 | 6460 | 0.0298 | - |
-| 0.3168 | 6470 | 0.0206 | - |
-| 0.3173 | 6480 | 0.0344 | - |
-| 0.3178 | 6490 | 0.0276 | - |
-| 0.3183 | 6500 | 0.0675 | - |
-| 0.3188 | 6510 | 0.0203 | - |
-| 0.3193 | 6520 | 0.0346 | - |
-| 0.3198 | 6530 | 0.0558 | - |
-| 0.3203 | 6540 | 0.0319 | - |
-| 0.3207 | 6550 | 0.0293 | - |
-| 0.3212 | 6560 | 0.0304 | - |
-| 0.3217 | 6570 | 0.0415 | - |
-| 0.3222 | 6580 | 0.024 | - |
-| 0.3227 | 6590 | 0.0392 | - |
-| 0.3232 | 6600 | 0.0278 | - |
-| 0.3237 | 6610 | 0.0339 | - |
-| 0.3242 | 6620 | 0.0192 | - |
-| 0.3247 | 6630 | 0.0272 | - |
-| 0.3252 | 6640 | 0.0505 | - |
-| 0.3256 | 6650 | 0.0214 | - |
-| 0.3261 | 6660 | 0.0198 | - |
-| 0.3266 | 6670 | 0.0278 | - |
-| 0.3271 | 6680 | 0.0521 | - |
-| 0.3276 | 6690 | 0.0241 | - |
-| 0.3281 | 6700 | 0.0259 | - |
-| 0.3286 | 6710 | 0.0312 | - |
-| 0.3291 | 6720 | 0.0222 | - |
-| 0.3296 | 6730 | 0.0418 | - |
-| 0.3301 | 6740 | 0.0222 | - |
-| 0.3305 | 6750 | 0.0261 | - |
-| 0.3310 | 6760 | 0.035 | - |
-| 0.3315 | 6770 | 0.0232 | - |
-| 0.3320 | 6780 | 0.0119 | - |
-| 0.3325 | 6790 | 0.0131 | - |
-| 0.3330 | 6800 | 0.0173 | - |
-| 0.3335 | 6810 | 0.0324 | - |
-| 0.3340 | 6820 | 0.0162 | - |
-| 0.3345 | 6830 | 0.0319 | - |
-| 0.3349 | 6840 | 0.0373 | - |
-| 0.3354 | 6850 | 0.0166 | - |
-| 0.3359 | 6860 | 0.023 | - |
-| 0.3364 | 6870 | 0.0286 | - |
-| 0.3369 | 6880 | 0.0294 | - |
-| 0.3374 | 6890 | 0.0233 | - |
-| 0.3379 | 6900 | 0.0201 | - |
-| 0.3384 | 6910 | 0.0719 | - |
-| 0.3389 | 6920 | 0.0336 | - |
-| 0.3394 | 6930 | 0.0239 | - |
-| 0.3398 | 6940 | 0.0263 | - |
-| 0.3403 | 6950 | 0.0464 | - |
-| 0.3408 | 6960 | 0.0218 | - |
-| 0.3413 | 6970 | 0.0193 | - |
-| 0.3418 | 6980 | 0.0132 | - |
-| 0.3423 | 6990 | 0.011 | - |
-| 0.3428 | 7000 | 0.0142 | - |
-| 0.3433 | 7010 | 0.0282 | - |
-| 0.3438 | 7020 | 0.0102 | - |
-| 0.3443 | 7030 | 0.0365 | - |
-| 0.3447 | 7040 | 0.0119 | - |
-| 0.3452 | 7050 | 0.0205 | - |
-| 0.3457 | 7060 | 0.0252 | - |
-| 0.3462 | 7070 | 0.0236 | - |
-| 0.3467 | 7080 | 0.0186 | - |
-| 0.3472 | 7090 | 0.0323 | - |
-| 0.3477 | 7100 | 0.0285 | - |
-| 0.3482 | 7110 | 0.0484 | - |
-| 0.3487 | 7120 | 0.0285 | - |
-| 0.3492 | 7130 | 0.026 | - |
-| 0.3496 | 7140 | 0.0386 | - |
-| 0.3501 | 7150 | 0.0183 | - |
-| 0.3506 | 7160 | 0.0184 | - |
-| 0.3511 | 7170 | 0.0305 | - |
-| 0.3516 | 7180 | 0.0223 | - |
-| 0.3521 | 7190 | 0.0361 | - |
-| 0.3526 | 7200 | 0.0368 | - |
-| 0.3531 | 7210 | 0.0307 | - |
-| 0.3536 | 7220 | 0.017 | - |
-| 0.3540 | 7230 | 0.0226 | - |
-| 0.3545 | 7240 | 0.0349 | - |
-| 0.3550 | 7250 | 0.0145 | - |
-| 0.3555 | 7260 | 0.0346 | - |
-| 0.3560 | 7270 | 0.0162 | - |
-| 0.3565 | 7280 | 0.0297 | - |
-| 0.3570 | 7290 | 0.0257 | - |
-| 0.3575 | 7300 | 0.024 | - |
-| 0.3580 | 7310 | 0.0334 | - |
-| 0.3585 | 7320 | 0.0179 | - |
-| 0.3589 | 7330 | 0.0204 | - |
-| 0.3594 | 7340 | 0.0401 | - |
-| 0.3599 | 7350 | 0.0235 | - |
-| 0.3604 | 7360 | 0.0226 | - |
-| 0.3609 | 7370 | 0.0184 | - |
-| 0.3614 | 7380 | 0.0186 | - |
-| 0.3619 | 7390 | 0.0319 | - |
-| 0.3624 | 7400 | 0.0144 | - |
-| 0.3629 | 7410 | 0.0283 | - |
-| 0.3634 | 7420 | 0.0161 | - |
-| 0.3638 | 7430 | 0.0146 | - |
-| 0.3643 | 7440 | 0.017 | - |
-| 0.3648 | 7450 | 0.0229 | - |
-| 0.3653 | 7460 | 0.0225 | - |
-| 0.3658 | 7470 | 0.014 | - |
-| 0.3663 | 7480 | 0.0356 | - |
-| 0.3668 | 7490 | 0.0191 | - |
-| 0.3673 | 7500 | 0.0087 | - |
-| 0.3678 | 7510 | 0.0137 | - |
-| 0.3682 | 7520 | 0.0135 | - |
-| 0.3687 | 7530 | 0.0348 | - |
-| 0.3692 | 7540 | 0.0253 | - |
-| 0.3697 | 7550 | 0.0246 | - |
-| 0.3702 | 7560 | 0.0204 | - |
-| 0.3707 | 7570 | 0.0312 | - |
-| 0.3712 | 7580 | 0.0206 | - |
-| 0.3717 | 7590 | 0.0424 | - |
-| 0.3722 | 7600 | 0.0395 | - |
-| 0.3727 | 7610 | 0.0265 | - |
-| 0.3731 | 7620 | 0.0322 | - |
-| 0.3736 | 7630 | 0.022 | - |
-| 0.3741 | 7640 | 0.0285 | - |
-| 0.3746 | 7650 | 0.0201 | - |
-| 0.3751 | 7660 | 0.0442 | - |
-| 0.3756 | 7670 | 0.0194 | - |
-| 0.3761 | 7680 | 0.0221 | - |
-| 0.3766 | 7690 | 0.0218 | - |
-| 0.3771 | 7700 | 0.0232 | - |
-| 0.3776 | 7710 | 0.024 | - |
-| 0.3780 | 7720 | 0.0249 | - |
-| 0.3785 | 7730 | 0.0287 | - |
-| 0.3790 | 7740 | 0.0259 | - |
-| 0.3795 | 7750 | 0.0154 | - |
-| 0.3800 | 7760 | 0.0183 | - |
-| 0.3805 | 7770 | 0.0274 | - |
-| 0.3810 | 7780 | 0.0282 | - |
-| 0.3815 | 7790 | 0.0251 | - |
-| 0.3820 | 7800 | 0.0272 | - |
-| 0.3824 | 7810 | 0.0337 | - |
-| 0.3829 | 7820 | 0.0424 | - |
-| 0.3834 | 7830 | 0.0127 | - |
-| 0.3839 | 7840 | 0.0253 | - |
-| 0.3844 | 7850 | 0.0211 | - |
-| 0.3849 | 7860 | 0.024 | - |
-| 0.3854 | 7870 | 0.0161 | - |
-| 0.3859 | 7880 | 0.0082 | - |
-| 0.3864 | 7890 | 0.0134 | - |
-| 0.3869 | 7900 | 0.0243 | - |
-| 0.3873 | 7910 | 0.0161 | - |
-| 0.3878 | 7920 | 0.0247 | - |
-| 0.3883 | 7930 | 0.0354 | - |
-| 0.3888 | 7940 | 0.0199 | - |
-| 0.3893 | 7950 | 0.0274 | - |
-| 0.3898 | 7960 | 0.0169 | - |
-| 0.3903 | 7970 | 0.0226 | - |
-| 0.3908 | 7980 | 0.0309 | - |
-| 0.3913 | 7990 | 0.0167 | - |
-| 0.3918 | 8000 | 0.0584 | 0.0171 |
-| 0.3922 | 8010 | 0.044 | - |
-| 0.3927 | 8020 | 0.0204 | - |
-| 0.3932 | 8030 | 0.0141 | - |
-| 0.3937 | 8040 | 0.04 | - |
-| 0.3942 | 8050 | 0.0275 | - |
-| 0.3947 | 8060 | 0.0103 | - |
-| 0.3952 | 8070 | 0.0128 | - |
-| 0.3957 | 8080 | 0.0112 | - |
-| 0.3962 | 8090 | 0.0125 | - |
-| 0.3967 | 8100 | 0.018 | - |
-| 0.3971 | 8110 | 0.0084 | - |
-| 0.3976 | 8120 | 0.0215 | - |
-| 0.3981 | 8130 | 0.0167 | - |
-| 0.3986 | 8140 | 0.0253 | - |
-| 0.3991 | 8150 | 0.0205 | - |
-| 0.3996 | 8160 | 0.0175 | - |
-| 0.4001 | 8170 | 0.028 | - |
-| 0.4006 | 8180 | 0.0167 | - |
-| 0.4011 | 8190 | 0.0472 | - |
-| 0.4015 | 8200 | 0.0239 | - |
-| 0.4020 | 8210 | 0.0209 | - |
-| 0.4025 | 8220 | 0.024 | - |
-| 0.4030 | 8230 | 0.0385 | - |
-| 0.4035 | 8240 | 0.0168 | - |
-| 0.4040 | 8250 | 0.0199 | - |
-| 0.4045 | 8260 | 0.024 | - |
-| 0.4050 | 8270 | 0.0214 | - |
-| 0.4055 | 8280 | 0.0363 | - |
-| 0.4060 | 8290 | 0.0324 | - |
-| 0.4064 | 8300 | 0.0297 | - |
-| 0.4069 | 8310 | 0.0322 | - |
-| 0.4074 | 8320 | 0.0118 | - |
-| 0.4079 | 8330 | 0.0316 | - |
-| 0.4084 | 8340 | 0.0213 | - |
-| 0.4089 | 8350 | 0.0247 | - |
-| 0.4094 | 8360 | 0.0174 | - |
-| 0.4099 | 8370 | 0.0123 | - |
-| 0.4104 | 8380 | 0.0276 | - |
-| 0.4109 | 8390 | 0.0223 | - |
-| 0.4113 | 8400 | 0.0239 | - |
-| 0.4118 | 8410 | 0.0225 | - |
-| 0.4123 | 8420 | 0.0206 | - |
-| 0.4128 | 8430 | 0.0225 | - |
-| 0.4133 | 8440 | 0.0239 | - |
-| 0.4138 | 8450 | 0.0182 | - |
-| 0.4143 | 8460 | 0.0276 | - |
-| 0.4148 | 8470 | 0.0135 | - |
-| 0.4153 | 8480 | 0.0282 | - |
-| 0.4157 | 8490 | 0.0202 | - |
-| 0.4162 | 8500 | 0.0115 | - |
-| 0.4167 | 8510 | 0.0093 | - |
-| 0.4172 | 8520 | 0.0304 | - |
-| 0.4177 | 8530 | 0.0188 | - |
-| 0.4182 | 8540 | 0.0144 | - |
-| 0.4187 | 8550 | 0.015 | - |
-| 0.4192 | 8560 | 0.0158 | - |
-| 0.4197 | 8570 | 0.0311 | - |
-| 0.4202 | 8580 | 0.0175 | - |
-| 0.4206 | 8590 | 0.0109 | - |
-| 0.4211 | 8600 | 0.0105 | - |
-| 0.4216 | 8610 | 0.0119 | - |
-| 0.4221 | 8620 | 0.0243 | - |
-| 0.4226 | 8630 | 0.0123 | - |
-| 0.4231 | 8640 | 0.0245 | - |
-| 0.4236 | 8650 | 0.0219 | - |
-| 0.4241 | 8660 | 0.0205 | - |
-| 0.4246 | 8670 | 0.0249 | - |
-| 0.4251 | 8680 | 0.0383 | - |
-| 0.4255 | 8690 | 0.0392 | - |
-| 0.4260 | 8700 | 0.0233 | - |
-| 0.4265 | 8710 | 0.0308 | - |
-| 0.4270 | 8720 | 0.0228 | - |
-| 0.4275 | 8730 | 0.0282 | - |
-| 0.4280 | 8740 | 0.0354 | - |
-| 0.4285 | 8750 | 0.0244 | - |
-| 0.4290 | 8760 | 0.0194 | - |
-| 0.4295 | 8770 | 0.012 | - |
-| 0.4299 | 8780 | 0.0191 | - |
-| 0.4304 | 8790 | 0.0189 | - |
-| 0.4309 | 8800 | 0.0262 | - |
-| 0.4314 | 8810 | 0.0317 | - |
-| 0.4319 | 8820 | 0.0227 | - |
-| 0.4324 | 8830 | 0.0244 | - |
-| 0.4329 | 8840 | 0.0182 | - |
-| 0.4334 | 8850 | 0.0231 | - |
-| 0.4339 | 8860 | 0.0288 | - |
-| 0.4344 | 8870 | 0.0423 | - |
-| 0.4348 | 8880 | 0.0638 | - |
-| 0.4353 | 8890 | 0.0615 | - |
-| 0.4358 | 8900 | 0.0422 | - |
-| 0.4363 | 8910 | 0.0256 | - |
-| 0.4368 | 8920 | 0.0316 | - |
-| 0.4373 | 8930 | 0.0233 | - |
-| 0.4378 | 8940 | 0.0212 | - |
-| 0.4383 | 8950 | 0.0234 | - |
-| 0.4388 | 8960 | 0.0151 | - |
-| 0.4393 | 8970 | 0.0143 | - |
-| 0.4397 | 8980 | 0.0118 | - |
-| 0.4402 | 8990 | 0.016 | - |
-| 0.4407 | 9000 | 0.0073 | - |
-| 0.4412 | 9010 | 0.0095 | - |
-| 0.4417 | 9020 | 0.0144 | - |
-| 0.4422 | 9030 | 0.0203 | - |
-| 0.4427 | 9040 | 0.01 | - |
-| 0.4432 | 9050 | 0.0222 | - |
-| 0.4437 | 9060 | 0.017 | - |
-| 0.4442 | 9070 | 0.0118 | - |
-| 0.4446 | 9080 | 0.0134 | - |
-| 0.4451 | 9090 | 0.0104 | - |
-| 0.4456 | 9100 | 0.0107 | - |
-| 0.4461 | 9110 | 0.0113 | - |
-| 0.4466 | 9120 | 0.0104 | - |
-| 0.4471 | 9130 | 0.0261 | - |
-| 0.4476 | 9140 | 0.0188 | - |
-| 0.4481 | 9150 | 0.013 | - |
-| 0.4486 | 9160 | 0.0154 | - |
-| 0.4490 | 9170 | 0.0177 | - |
-| 0.4495 | 9180 | 0.008 | - |
-| 0.4500 | 9190 | 0.0055 | - |
-| 0.4505 | 9200 | 0.0077 | - |
-| 0.4510 | 9210 | 0.0101 | - |
-| 0.4515 | 9220 | 0.0068 | - |
-| 0.4520 | 9230 | 0.0104 | - |
-| 0.4525 | 9240 | 0.0042 | - |
-| 0.4530 | 9250 | 0.0107 | - |
-| 0.4535 | 9260 | 0.007 | - |
-| 0.4539 | 9270 | 0.0101 | - |
-| 0.4544 | 9280 | 0.0079 | - |
-| 0.4549 | 9290 | 0.0095 | - |
-| 0.4554 | 9300 | 0.0102 | - |
-| 0.4559 | 9310 | 0.0086 | - |
-| 0.4564 | 9320 | 0.018 | - |
-| 0.4569 | 9330 | 0.0109 | - |
-| 0.4574 | 9340 | 0.009 | - |
-| 0.4579 | 9350 | 0.008 | - |
-| 0.4584 | 9360 | 0.0112 | - |
-| 0.4588 | 9370 | 0.0099 | - |
-| 0.4593 | 9380 | 0.0069 | - |
-| 0.4598 | 9390 | 0.0081 | - |
-| 0.4603 | 9400 | 0.0091 | - |
-| 0.4608 | 9410 | 0.0189 | - |
-| 0.4613 | 9420 | 0.011 | - |
-| 0.4618 | 9430 | 0.0143 | - |
-| 0.4623 | 9440 | 0.0054 | - |
-| 0.4628 | 9450 | 0.0062 | - |
-| 0.4632 | 9460 | 0.0132 | - |
-| 0.4637 | 9470 | 0.0088 | - |
-| 0.4642 | 9480 | 0.0143 | - |
-| 0.4647 | 9490 | 0.0059 | - |
-| 0.4652 | 9500 | 0.0077 | - |
-| 0.4657 | 9510 | 0.0094 | - |
-| 0.4662 | 9520 | 0.0116 | - |
-| 0.4667 | 9530 | 0.0098 | - |
-| 0.4672 | 9540 | 0.0088 | - |
-| 0.4677 | 9550 | 0.0115 | - |
-| 0.4681 | 9560 | 0.0127 | - |
-| 0.4686 | 9570 | 0.0096 | - |
-| 0.4691 | 9580 | 0.0067 | - |
-| 0.4696 | 9590 | 0.0083 | - |
-| 0.4701 | 9600 | 0.0075 | - |
-| 0.4706 | 9610 | 0.0096 | - |
-| 0.4711 | 9620 | 0.0064 | - |
-| 0.4716 | 9630 | 0.0065 | - |
-| 0.4721 | 9640 | 0.0056 | - |
-| 0.4726 | 9650 | 0.0067 | - |
-| 0.4730 | 9660 | 0.0061 | - |
-| 0.4735 | 9670 | 0.0084 | - |
-| 0.4740 | 9680 | 0.0088 | - |
-| 0.4745 | 9690 | 0.0037 | - |
-| 0.4750 | 9700 | 0.0095 | - |
-| 0.4755 | 9710 | 0.0042 | - |
-| 0.4760 | 9720 | 0.0045 | - |
-| 0.4765 | 9730 | 0.0051 | - |
-| 0.4770 | 9740 | 0.0075 | - |
-| 0.4774 | 9750 | 0.0069 | - |
-| 0.4779 | 9760 | 0.0095 | - |
-| 0.4784 | 9770 | 0.0095 | - |
-| 0.4789 | 9780 | 0.0071 | - |
-| 0.4794 | 9790 | 0.0079 | - |
-| 0.4799 | 9800 | 0.0077 | - |
-| 0.4804 | 9810 | 0.0091 | - |
-| 0.4809 | 9820 | 0.009 | - |
-| 0.4814 | 9830 | 0.0083 | - |
-| 0.4819 | 9840 | 0.008 | - |
-| 0.4823 | 9850 | 0.006 | - |
-| 0.4828 | 9860 | 0.0104 | - |
-| 0.4833 | 9870 | 0.0066 | - |
-| 0.4838 | 9880 | 0.0104 | - |
-| 0.4843 | 9890 | 0.0048 | - |
-| 0.4848 | 9900 | 0.0058 | - |
-| 0.4853 | 9910 | 0.0049 | - |
-| 0.4858 | 9920 | 0.008 | - |
-| 0.4863 | 9930 | 0.0078 | - |
-| 0.4868 | 9940 | 0.0105 | - |
-| 0.4872 | 9950 | 0.0083 | - |
-| 0.4877 | 9960 | 0.0075 | - |
-| 0.4882 | 9970 | 0.0068 | - |
-| 0.4887 | 9980 | 0.0091 | - |
-| 0.4892 | 9990 | 0.0084 | - |
-| 0.4897 | 10000 | 0.009 | 0.0398 |
-| 0.4902 | 10010 | 0.0072 | - |
-| 0.4907 | 10020 | 0.0062 | - |
-| 0.4912 | 10030 | 0.0104 | - |
-| 0.4917 | 10040 | 0.0124 | - |
-| 0.4921 | 10050 | 0.0062 | - |
-| 0.4926 | 10060 | 0.0047 | - |
-| 0.4931 | 10070 | 0.0066 | - |
-| 0.4936 | 10080 | 0.0084 | - |
-| 0.4941 | 10090 | 0.0069 | - |
-| 0.4946 | 10100 | 0.0043 | - |
-| 0.4951 | 10110 | 0.0035 | - |
-| 0.4956 | 10120 | 0.0065 | - |
-| 0.4961 | 10130 | 0.0044 | - |
-| 0.4965 | 10140 | 0.0077 | - |
-| 0.4970 | 10150 | 0.009 | - |
-| 0.4975 | 10160 | 0.005 | - |
-| 0.4980 | 10170 | 0.0061 | - |
-| 0.4985 | 10180 | 0.0063 | - |
-| 0.4990 | 10190 | 0.0094 | - |
-| 0.4995 | 10200 | 0.0058 | - |
-| 0.5000 | 10210 | 0.0055 | - |
-| 0.5005 | 10220 | 0.0163 | - |
-| 0.5010 | 10230 | 0.0096 | - |
-| 0.5014 | 10240 | 0.0055 | - |
-| 0.5019 | 10250 | 0.0067 | - |
-| 0.5024 | 10260 | 0.0067 | - |
-| 0.5029 | 10270 | 0.0079 | - |
-| 0.5034 | 10280 | 0.0036 | - |
-| 0.5039 | 10290 | 0.0046 | - |
-| 0.5044 | 10300 | 0.0042 | - |
-| 0.5049 | 10310 | 0.0041 | - |
-| 0.5054 | 10320 | 0.006 | - |
-| 0.5059 | 10330 | 0.003 | - |
-| 0.5063 | 10340 | 0.0044 | - |
-| 0.5068 | 10350 | 0.0041 | - |
-| 0.5073 | 10360 | 0.0035 | - |
-| 0.5078 | 10370 | 0.0065 | - |
-| 0.5083 | 10380 | 0.0042 | - |
-| 0.5088 | 10390 | 0.0061 | - |
-| 0.5093 | 10400 | 0.0049 | - |
-| 0.5098 | 10410 | 0.0066 | - |
-| 0.5103 | 10420 | 0.0059 | - |
-| 0.5107 | 10430 | 0.0079 | - |
-| 0.5112 | 10440 | 0.0077 | - |
-| 0.5117 | 10450 | 0.0088 | - |
-| 0.5122 | 10460 | 0.0059 | - |
-| 0.5127 | 10470 | 0.0049 | - |
-| 0.5132 | 10480 | 0.0068 | - |
-| 0.5137 | 10490 | 0.0051 | - |
-| 0.5142 | 10500 | 0.0105 | - |
-| 0.5147 | 10510 | 0.0118 | - |
-| 0.5152 | 10520 | 0.0069 | - |
-| 0.5156 | 10530 | 0.0048 | - |
-| 0.5161 | 10540 | 0.0045 | - |
-| 0.5166 | 10550 | 0.009 | - |
-| 0.5171 | 10560 | 0.0105 | - |
-| 0.5176 | 10570 | 0.0074 | - |
-| 0.5181 | 10580 | 0.0055 | - |
-| 0.5186 | 10590 | 0.0057 | - |
-| 0.5191 | 10600 | 0.0063 | - |
-| 0.5196 | 10610 | 0.0097 | - |
-| 0.5201 | 10620 | 0.0093 | - |
-| 0.5205 | 10630 | 0.0062 | - |
-| 0.5210 | 10640 | 0.0075 | - |
-| 0.5215 | 10650 | 0.0068 | - |
-| 0.5220 | 10660 | 0.0058 | - |
-| 0.5225 | 10670 | 0.0052 | - |
-| 0.5230 | 10680 | 0.0034 | - |
-| 0.5235 | 10690 | 0.0043 | - |
-| 0.5240 | 10700 | 0.0052 | - |
-| 0.5245 | 10710 | 0.0044 | - |
-| 0.5249 | 10720 | 0.0054 | - |
-| 0.5254 | 10730 | 0.0026 | - |
-| 0.5259 | 10740 | 0.0035 | - |
-| 0.5264 | 10750 | 0.0037 | - |
-| 0.5269 | 10760 | 0.0046 | - |
-| 0.5274 | 10770 | 0.0079 | - |
-| 0.5279 | 10780 | 0.009 | - |
-| 0.5284 | 10790 | 0.0053 | - |
-| 0.5289 | 10800 | 0.0042 | - |
-| 0.5294 | 10810 | 0.0037 | - |
-| 0.5298 | 10820 | 0.003 | - |
-| 0.5303 | 10830 | 0.0051 | - |
-| 0.5308 | 10840 | 0.0079 | - |
-| 0.5313 | 10850 | 0.0044 | - |
-| 0.5318 | 10860 | 0.006 | - |
-| 0.5323 | 10870 | 0.0044 | - |
-| 0.5328 | 10880 | 0.0055 | - |
-| 0.5333 | 10890 | 0.0051 | - |
-| 0.5338 | 10900 | 0.005 | - |
-| 0.5343 | 10910 | 0.0076 | - |
-| 0.5347 | 10920 | 0.005 | - |
-| 0.5352 | 10930 | 0.0069 | - |
-| 0.5357 | 10940 | 0.0075 | - |
-| 0.5362 | 10950 | 0.0049 | - |
-| 0.5367 | 10960 | 0.0041 | - |
-| 0.5372 | 10970 | 0.0057 | - |
-| 0.5377 | 10980 | 0.0074 | - |
-| 0.5382 | 10990 | 0.0043 | - |
-| 0.5387 | 11000 | 0.0049 | - |
-| 0.5392 | 11010 | 0.007 | - |
-| 0.5396 | 11020 | 0.0046 | - |
-| 0.5401 | 11030 | 0.0075 | - |
-| 0.5406 | 11040 | 0.0065 | - |
-| 0.5411 | 11050 | 0.0081 | - |
-| 0.5416 | 11060 | 0.0045 | - |
-| 0.5421 | 11070 | 0.0038 | - |
-| 0.5426 | 11080 | 0.0057 | - |
-| 0.5431 | 11090 | 0.0049 | - |
-| 0.5436 | 11100 | 0.0047 | - |
-| 0.5440 | 11110 | 0.0066 | - |
-| 0.5445 | 11120 | 0.0066 | - |
-| 0.5450 | 11130 | 0.0057 | - |
-| 0.5455 | 11140 | 0.0053 | - |
-| 0.5460 | 11150 | 0.0049 | - |
-| 0.5465 | 11160 | 0.0073 | - |
-| 0.5470 | 11170 | 0.0054 | - |
-| 0.5475 | 11180 | 0.0063 | - |
-| 0.5480 | 11190 | 0.0033 | - |
-| 0.5485 | 11200 | 0.003 | - |
-| 0.5489 | 11210 | 0.0046 | - |
-| 0.5494 | 11220 | 0.0042 | - |
-| 0.5499 | 11230 | 0.0031 | - |
-| 0.5504 | 11240 | 0.0101 | - |
-| 0.5509 | 11250 | 0.0033 | - |
-| 0.5514 | 11260 | 0.0037 | - |
-| 0.5519 | 11270 | 0.0047 | - |
-| 0.5524 | 11280 | 0.0054 | - |
-| 0.5529 | 11290 | 0.0039 | - |
-| 0.5534 | 11300 | 0.0055 | - |
-| 0.5538 | 11310 | 0.0058 | - |
-| 0.5543 | 11320 | 0.0079 | - |
-| 0.5548 | 11330 | 0.0072 | - |
-| 0.5553 | 11340 | 0.0033 | - |
-| 0.5558 | 11350 | 0.0049 | - |
-| 0.5563 | 11360 | 0.0065 | - |
-| 0.5568 | 11370 | 0.0019 | - |
-| 0.5573 | 11380 | 0.0031 | - |
-| 0.5578 | 11390 | 0.0043 | - |
-| 0.5582 | 11400 | 0.0029 | - |
-| 0.5587 | 11410 | 0.0028 | - |
-| 0.5592 | 11420 | 0.0035 | - |
-| 0.5597 | 11430 | 0.0037 | - |
-| 0.5602 | 11440 | 0.0033 | - |
-| 0.5607 | 11450 | 0.0032 | - |
-| 0.5612 | 11460 | 0.0073 | - |
-| 0.5617 | 11470 | 0.0063 | - |
-| 0.5622 | 11480 | 0.0065 | - |
-| 0.5627 | 11490 | 0.0036 | - |
-| 0.5631 | 11500 | 0.0102 | - |
-| 0.5636 | 11510 | 0.0063 | - |
-| 0.5641 | 11520 | 0.0063 | - |
-| 0.5646 | 11530 | 0.0075 | - |
-| 0.5651 | 11540 | 0.0057 | - |
-| 0.5656 | 11550 | 0.0046 | - |
-| 0.5661 | 11560 | 0.0039 | - |
-| 0.5666 | 11570 | 0.0045 | - |
-| 0.5671 | 11580 | 0.0066 | - |
-| 0.5676 | 11590 | 0.0062 | - |
-| 0.5680 | 11600 | 0.0075 | - |
-| 0.5685 | 11610 | 0.0065 | - |
-| 0.5690 | 11620 | 0.0043 | - |
-| 0.5695 | 11630 | 0.0051 | - |
-| 0.5700 | 11640 | 0.0054 | - |
-| 0.5705 | 11650 | 0.0048 | - |
-| 0.5710 | 11660 | 0.0051 | - |
-| 0.5715 | 11670 | 0.0041 | - |
-| 0.5720 | 11680 | 0.0031 | - |
-| 0.5724 | 11690 | 0.0044 | - |
-| 0.5729 | 11700 | 0.0046 | - |
-| 0.5734 | 11710 | 0.0041 | - |
-| 0.5739 | 11720 | 0.0059 | - |
-| 0.5744 | 11730 | 0.0041 | - |
-| 0.5749 | 11740 | 0.0094 | - |
-| 0.5754 | 11750 | 0.0115 | - |
-| 0.5759 | 11760 | 0.0039 | - |
-| 0.5764 | 11770 | 0.0043 | - |
-| 0.5769 | 11780 | 0.0027 | - |
-| 0.5773 | 11790 | 0.0075 | - |
-| 0.5778 | 11800 | 0.0049 | - |
-| 0.5783 | 11810 | 0.006 | - |
-| 0.5788 | 11820 | 0.0022 | - |
-| 0.5793 | 11830 | 0.0029 | - |
-| 0.5798 | 11840 | 0.0038 | - |
-| 0.5803 | 11850 | 0.0034 | - |
-| 0.5808 | 11860 | 0.0044 | - |
-| 0.5813 | 11870 | 0.0041 | - |
-| 0.5818 | 11880 | 0.0029 | - |
-| 0.5822 | 11890 | 0.0051 | - |
-| 0.5827 | 11900 | 0.0039 | - |
-| 0.5832 | 11910 | 0.0032 | - |
-| 0.5837 | 11920 | 0.0034 | - |
-| 0.5842 | 11930 | 0.0068 | - |
-| 0.5847 | 11940 | 0.0031 | - |
-| 0.5852 | 11950 | 0.0064 | - |
-| 0.5857 | 11960 | 0.0046 | - |
-| 0.5862 | 11970 | 0.0036 | - |
-| 0.5867 | 11980 | 0.0042 | - |
-| 0.5871 | 11990 | 0.0042 | - |
-| 0.5876 | 12000 | 0.0094 | 0.0591 |
-| 0.5881 | 12010 | 0.0065 | - |
-| 0.5886 | 12020 | 0.0047 | - |
-| 0.5891 | 12030 | 0.0042 | - |
-| 0.5896 | 12040 | 0.0033 | - |
-| 0.5901 | 12050 | 0.0046 | - |
-| 0.5906 | 12060 | 0.0038 | - |
-| 0.5911 | 12070 | 0.007 | - |
-| 0.5915 | 12080 | 0.0038 | - |
-| 0.5920 | 12090 | 0.008 | - |
-| 0.5925 | 12100 | 0.0048 | - |
-| 0.5930 | 12110 | 0.0053 | - |
-| 0.5935 | 12120 | 0.0054 | - |
-| 0.5940 | 12130 | 0.0045 | - |
-| 0.5945 | 12140 | 0.0054 | - |
-| 0.5950 | 12150 | 0.0044 | - |
-| 0.5955 | 12160 | 0.0026 | - |
-| 0.5960 | 12170 | 0.0034 | - |
-| 0.5964 | 12180 | 0.0046 | - |
-| 0.5969 | 12190 | 0.0052 | - |
-| 0.5974 | 12200 | 0.0032 | - |
-| 0.5979 | 12210 | 0.0057 | - |
-| 0.5984 | 12220 | 0.0051 | - |
-| 0.5989 | 12230 | 0.0069 | - |
-| 0.5994 | 12240 | 0.0028 | - |
-| 0.5999 | 12250 | 0.0043 | - |
-| 0.6004 | 12260 | 0.0041 | - |
-| 0.6009 | 12270 | 0.0045 | - |
-| 0.6013 | 12280 | 0.0044 | - |
-| 0.6018 | 12290 | 0.0028 | - |
-| 0.6023 | 12300 | 0.0033 | - |
-| 0.6028 | 12310 | 0.0035 | - |
-| 0.6033 | 12320 | 0.0027 | - |
-| 0.6038 | 12330 | 0.0088 | - |
-| 0.6043 | 12340 | 0.0057 | - |
-| 0.6048 | 12350 | 0.005 | - |
-| 0.6053 | 12360 | 0.0037 | - |
-| 0.6057 | 12370 | 0.0056 | - |
-| 0.6062 | 12380 | 0.0036 | - |
-| 0.6067 | 12390 | 0.005 | - |
-| 0.6072 | 12400 | 0.004 | - |
-| 0.6077 | 12410 | 0.0065 | - |
-| 0.6082 | 12420 | 0.0067 | - |
-| 0.6087 | 12430 | 0.0039 | - |
-| 0.6092 | 12440 | 0.0033 | - |
-| 0.6097 | 12450 | 0.0059 | - |
-| 0.6102 | 12460 | 0.0048 | - |
-| 0.6106 | 12470 | 0.0027 | - |
-| 0.6111 | 12480 | 0.002 | - |
-| 0.6116 | 12490 | 0.0026 | - |
-| 0.6121 | 12500 | 0.0023 | - |
-| 0.6126 | 12510 | 0.003 | - |
-| 0.6131 | 12520 | 0.0021 | - |
-| 0.6136 | 12530 | 0.0056 | - |
-| 0.6141 | 12540 | 0.0029 | - |
-| 0.6146 | 12550 | 0.0047 | - |
-| 0.6151 | 12560 | 0.0048 | - |
-| 0.6155 | 12570 | 0.0076 | - |
-| 0.6160 | 12580 | 0.0035 | - |
-| 0.6165 | 12590 | 0.0057 | - |
-| 0.6170 | 12600 | 0.004 | - |
-| 0.6175 | 12610 | 0.0066 | - |
-| 0.6180 | 12620 | 0.0052 | - |
-| 0.6185 | 12630 | 0.0038 | - |
-| 0.6190 | 12640 | 0.0046 | - |
-| 0.6195 | 12650 | 0.0027 | - |
-| 0.6200 | 12660 | 0.0036 | - |
-| 0.6204 | 12670 | 0.0058 | - |
-| 0.6209 | 12680 | 0.0041 | - |
-| 0.6214 | 12690 | 0.0053 | - |
-| 0.6219 | 12700 | 0.0065 | - |
-| 0.6224 | 12710 | 0.0047 | - |
-| 0.6229 | 12720 | 0.003 | - |
-| 0.6234 | 12730 | 0.0035 | - |
-| 0.6239 | 12740 | 0.0069 | - |
-| 0.6244 | 12750 | 0.0034 | - |
-| 0.6248 | 12760 | 0.006 | - |
-| 0.6253 | 12770 | 0.0028 | - |
-| 0.6258 | 12780 | 0.003 | - |
-| 0.6263 | 12790 | 0.0047 | - |
-| 0.6268 | 12800 | 0.004 | - |
-| 0.6273 | 12810 | 0.0045 | - |
-| 0.6278 | 12820 | 0.0032 | - |
-| 0.6283 | 12830 | 0.0049 | - |
-| 0.6288 | 12840 | 0.0063 | - |
-| 0.6293 | 12850 | 0.0056 | - |
-| 0.6297 | 12860 | 0.0028 | - |
-| 0.6302 | 12870 | 0.0041 | - |
-| 0.6307 | 12880 | 0.0057 | - |
-| 0.6312 | 12890 | 0.0045 | - |
-| 0.6317 | 12900 | 0.005 | - |
-| 0.6322 | 12910 | 0.0024 | - |
-| 0.6327 | 12920 | 0.0022 | - |
-| 0.6332 | 12930 | 0.0036 | - |
-| 0.6337 | 12940 | 0.0024 | - |
-| 0.6342 | 12950 | 0.005 | - |
-| 0.6346 | 12960 | 0.0049 | - |
-| 0.6351 | 12970 | 0.0031 | - |
-| 0.6356 | 12980 | 0.0057 | - |
-| 0.6361 | 12990 | 0.0024 | - |
-| 0.6366 | 13000 | 0.0021 | - |
-| 0.6371 | 13010 | 0.0031 | - |
-| 0.6376 | 13020 | 0.0042 | - |
-| 0.6381 | 13030 | 0.0037 | - |
-| 0.6386 | 13040 | 0.0036 | - |
-| 0.6390 | 13050 | 0.0048 | - |
-| 0.6395 | 13060 | 0.0021 | - |
-| 0.6400 | 13070 | 0.0043 | - |
-| 0.6405 | 13080 | 0.0034 | - |
-| 0.6410 | 13090 | 0.0068 | - |
-| 0.6415 | 13100 | 0.0075 | - |
-| 0.6420 | 13110 | 0.007 | - |
-| 0.6425 | 13120 | 0.0036 | - |
-| 0.6430 | 13130 | 0.004 | - |
-| 0.6435 | 13140 | 0.0067 | - |
-| 0.6439 | 13150 | 0.004 | - |
-| 0.6444 | 13160 | 0.0041 | - |
-| 0.6449 | 13170 | 0.0041 | - |
-| 0.6454 | 13180 | 0.0038 | - |
-| 0.6459 | 13190 | 0.0025 | - |
-| 0.6464 | 13200 | 0.0057 | - |
-| 0.6469 | 13210 | 0.0092 | - |
-| 0.6474 | 13220 | 0.0046 | - |
-| 0.6479 | 13230 | 0.0047 | - |
-| 0.6484 | 13240 | 0.0029 | - |
-| 0.6488 | 13250 | 0.0028 | - |
-| 0.6493 | 13260 | 0.003 | - |
-| 0.6498 | 13270 | 0.0048 | - |
-| 0.6503 | 13280 | 0.0041 | - |
-| 0.6508 | 13290 | 0.004 | - |
-| 0.6513 | 13300 | 0.0027 | - |
-| 0.6518 | 13310 | 0.0063 | - |
-| 0.6523 | 13320 | 0.0056 | - |
-| 0.6528 | 13330 | 0.002 | - |
-| 0.6532 | 13340 | 0.0049 | - |
-| 0.6537 | 13350 | 0.0045 | - |
-| 0.6542 | 13360 | 0.0042 | - |
-| 0.6547 | 13370 | 0.0025 | - |
-| 0.6552 | 13380 | 0.0017 | - |
-| 0.6557 | 13390 | 0.0024 | - |
-| 0.6562 | 13400 | 0.004 | - |
-| 0.6567 | 13410 | 0.0029 | - |
-| 0.6572 | 13420 | 0.0077 | - |
-| 0.6577 | 13430 | 0.0042 | - |
-| 0.6581 | 13440 | 0.003 | - |
-| 0.6586 | 13450 | 0.0053 | - |
-| 0.6591 | 13460 | 0.0055 | - |
-| 0.6596 | 13470 | 0.0037 | - |
-| 0.6601 | 13480 | 0.0047 | - |
-| 0.6606 | 13490 | 0.0021 | - |
-| 0.6611 | 13500 | 0.0066 | - |
-| 0.6616 | 13510 | 0.0064 | - |
-| 0.6621 | 13520 | 0.0056 | - |
-| 0.6626 | 13530 | 0.0036 | - |
-| 0.6630 | 13540 | 0.0113 | - |
-| 0.6635 | 13550 | 0.0037 | - |
-| 0.6640 | 13560 | 0.0018 | - |
-| 0.6645 | 13570 | 0.0025 | - |
-| 0.6650 | 13580 | 0.0027 | - |
-| 0.6655 | 13590 | 0.004 | - |
-| 0.6660 | 13600 | 0.0042 | - |
-| 0.6665 | 13610 | 0.0019 | - |
-| 0.6670 | 13620 | 0.0029 | - |
-| 0.6675 | 13630 | 0.0025 | - |
-| 0.6679 | 13640 | 0.0044 | - |
-| 0.6684 | 13650 | 0.0039 | - |
-| 0.6689 | 13660 | 0.003 | - |
-| 0.6694 | 13670 | 0.0027 | - |
-| 0.6699 | 13680 | 0.0023 | - |
-| 0.6704 | 13690 | 0.0034 | - |
-| 0.6709 | 13700 | 0.0039 | - |
-| 0.6714 | 13710 | 0.0055 | - |
-| 0.6719 | 13720 | 0.0032 | - |
-| 0.6723 | 13730 | 0.0041 | - |
-| 0.6728 | 13740 | 0.0035 | - |
-| 0.6733 | 13750 | 0.0091 | - |
-| 0.6738 | 13760 | 0.0038 | - |
-| 0.6743 | 13770 | 0.0034 | - |
-| 0.6748 | 13780 | 0.0054 | - |
-| 0.6753 | 13790 | 0.0064 | - |
-| 0.6758 | 13800 | 0.0031 | - |
-| 0.6763 | 13810 | 0.0074 | - |
-| 0.6768 | 13820 | 0.0036 | - |
-| 0.6772 | 13830 | 0.0067 | - |
-| 0.6777 | 13840 | 0.0038 | - |
-| 0.6782 | 13850 | 0.0035 | - |
-| 0.6787 | 13860 | 0.0027 | - |
-| 0.6792 | 13870 | 0.0029 | - |
-| 0.6797 | 13880 | 0.0038 | - |
-| 0.6802 | 13890 | 0.0039 | - |
-| 0.6807 | 13900 | 0.0032 | - |
-| 0.6812 | 13910 | 0.0037 | - |
-| 0.6817 | 13920 | 0.003 | - |
-| 0.6821 | 13930 | 0.005 | - |
-| 0.6826 | 13940 | 0.0032 | - |
-| 0.6831 | 13950 | 0.0026 | - |
-| 0.6836 | 13960 | 0.0043 | - |
-| 0.6841 | 13970 | 0.0032 | - |
-| 0.6846 | 13980 | 0.0056 | - |
-| 0.6851 | 13990 | 0.0031 | - |
-| 0.6856 | 14000 | 0.0027 | 0.0570 |
-| 0.6861 | 14010 | 0.0015 | - |
-| 0.6865 | 14020 | 0.0032 | - |
-| 0.6870 | 14030 | 0.0032 | - |
-| 0.6875 | 14040 | 0.0029 | - |
-| 0.6880 | 14050 | 0.0023 | - |
-| 0.6885 | 14060 | 0.0044 | - |
-| 0.6890 | 14070 | 0.0042 | - |
-| 0.6895 | 14080 | 0.0015 | - |
-| 0.6900 | 14090 | 0.0018 | - |
-| 0.6905 | 14100 | 0.0021 | - |
-| 0.6910 | 14110 | 0.0023 | - |
-| 0.6914 | 14120 | 0.0044 | - |
-| 0.6919 | 14130 | 0.0024 | - |
-| 0.6924 | 14140 | 0.0043 | - |
-| 0.6929 | 14150 | 0.0029 | - |
-| 0.6934 | 14160 | 0.003 | - |
-| 0.6939 | 14170 | 0.0031 | - |
-| 0.6944 | 14180 | 0.0032 | - |
-| 0.6949 | 14190 | 0.0044 | - |
-| 0.6954 | 14200 | 0.0053 | - |
-| 0.6959 | 14210 | 0.0054 | - |
-| 0.6963 | 14220 | 0.0043 | - |
-| 0.6968 | 14230 | 0.0058 | - |
-| 0.6973 | 14240 | 0.003 | - |
-| 0.6978 | 14250 | 0.0062 | - |
-| 0.6983 | 14260 | 0.003 | - |
-| 0.6988 | 14270 | 0.003 | - |
-| 0.6993 | 14280 | 0.0022 | - |
-| 0.6998 | 14290 | 0.0049 | - |
-| 0.7003 | 14300 | 0.0036 | - |
-| 0.7007 | 14310 | 0.0039 | - |
-| 0.7012 | 14320 | 0.0042 | - |
-| 0.7017 | 14330 | 0.0051 | - |
-| 0.7022 | 14340 | 0.0033 | - |
-| 0.7027 | 14350 | 0.0021 | - |
-| 0.7032 | 14360 | 0.0028 | - |
-| 0.7037 | 14370 | 0.0089 | - |
-| 0.7042 | 14380 | 0.0025 | - |
-| 0.7047 | 14390 | 0.0026 | - |
-| 0.7052 | 14400 | 0.0046 | - |
-| 0.7056 | 14410 | 0.0057 | - |
-| 0.7061 | 14420 | 0.0041 | - |
-| 0.7066 | 14430 | 0.0019 | - |
-| 0.7071 | 14440 | 0.0041 | - |
-| 0.7076 | 14450 | 0.0027 | - |
-| 0.7081 | 14460 | 0.0028 | - |
-| 0.7086 | 14470 | 0.0013 | - |
-| 0.7091 | 14480 | 0.0032 | - |
-| 0.7096 | 14490 | 0.003 | - |
-| 0.7101 | 14500 | 0.0016 | - |
-| 0.7105 | 14510 | 0.0034 | - |
-| 0.7110 | 14520 | 0.0043 | - |
-| 0.7115 | 14530 | 0.0023 | - |
-| 0.7120 | 14540 | 0.0044 | - |
-| 0.7125 | 14550 | 0.003 | - |
-| 0.7130 | 14560 | 0.0028 | - |
-| 0.7135 | 14570 | 0.0024 | - |
-| 0.7140 | 14580 | 0.003 | - |
-| 0.7145 | 14590 | 0.0046 | - |
-| 0.7150 | 14600 | 0.005 | - |
-| 0.7154 | 14610 | 0.002 | - |
-| 0.7159 | 14620 | 0.0046 | - |
-| 0.7164 | 14630 | 0.0044 | - |
-| 0.7169 | 14640 | 0.004 | - |
-| 0.7174 | 14650 | 0.0012 | - |
-| 0.7179 | 14660 | 0.0019 | - |
-| 0.7184 | 14670 | 0.0024 | - |
-| 0.7189 | 14680 | 0.0014 | - |
-| 0.7194 | 14690 | 0.0017 | - |
-| 0.7198 | 14700 | 0.0019 | - |
-| 0.7203 | 14710 | 0.0043 | - |
-| 0.7208 | 14720 | 0.0018 | - |
-| 0.7213 | 14730 | 0.0029 | - |
-| 0.7218 | 14740 | 0.0019 | - |
-| 0.7223 | 14750 | 0.0029 | - |
-| 0.7228 | 14760 | 0.0046 | - |
-| 0.7233 | 14770 | 0.0051 | - |
-| 0.7238 | 14780 | 0.0043 | - |
-| 0.7243 | 14790 | 0.0072 | - |
-| 0.7247 | 14800 | 0.0057 | - |
-| 0.7252 | 14810 | 0.0035 | - |
-| 0.7257 | 14820 | 0.009 | - |
-| 0.7262 | 14830 | 0.0021 | - |
-| 0.7267 | 14840 | 0.0024 | - |
-| 0.7272 | 14850 | 0.0025 | - |
-| 0.7277 | 14860 | 0.0043 | - |
-| 0.7282 | 14870 | 0.0038 | - |
-| 0.7287 | 14880 | 0.0045 | - |
-| 0.7292 | 14890 | 0.0047 | - |
-| 0.7296 | 14900 | 0.0023 | - |
-| 0.7301 | 14910 | 0.0041 | - |
-| 0.7306 | 14920 | 0.0032 | - |
-| 0.7311 | 14930 | 0.0049 | - |
-| 0.7316 | 14940 | 0.0023 | - |
-| 0.7321 | 14950 | 0.0027 | - |
-| 0.7326 | 14960 | 0.0026 | - |
-| 0.7331 | 14970 | 0.0036 | - |
-| 0.7336 | 14980 | 0.0034 | - |
-| 0.7340 | 14990 | 0.0038 | - |
-| 0.7345 | 15000 | 0.0032 | - |
-| 0.7350 | 15010 | 0.0026 | - |
-| 0.7355 | 15020 | 0.0029 | - |
-| 0.7360 | 15030 | 0.0038 | - |
-| 0.7365 | 15040 | 0.0019 | - |
-| 0.7370 | 15050 | 0.0027 | - |
-| 0.7375 | 15060 | 0.002 | - |
-| 0.7380 | 15070 | 0.006 | - |
-| 0.7385 | 15080 | 0.0019 | - |
-| 0.7389 | 15090 | 0.0037 | - |
-| 0.7394 | 15100 | 0.0038 | - |
-| 0.7399 | 15110 | 0.0026 | - |
-| 0.7404 | 15120 | 0.0063 | - |
-| 0.7409 | 15130 | 0.0019 | - |
-| 0.7414 | 15140 | 0.0024 | - |
-| 0.7419 | 15150 | 0.0046 | - |
-| 0.7424 | 15160 | 0.0022 | - |
-| 0.7429 | 15170 | 0.0025 | - |
-| 0.7434 | 15180 | 0.0017 | - |
-| 0.7438 | 15190 | 0.0019 | - |
-| 0.7443 | 15200 | 0.0028 | - |
-| 0.7448 | 15210 | 0.0031 | - |
-| 0.7453 | 15220 | 0.0032 | - |
-| 0.7458 | 15230 | 0.0026 | - |
-| 0.7463 | 15240 | 0.0049 | - |
-| 0.7468 | 15250 | 0.0028 | - |
-| 0.7473 | 15260 | 0.0042 | - |
-| 0.7478 | 15270 | 0.0031 | - |
-| 0.7482 | 15280 | 0.0077 | - |
-| 0.7487 | 15290 | 0.0023 | - |
-| 0.7492 | 15300 | 0.0035 | - |
-| 0.7497 | 15310 | 0.003 | - |
-| 0.7502 | 15320 | 0.0028 | - |
-| 0.7507 | 15330 | 0.0028 | - |
-| 0.7512 | 15340 | 0.0041 | - |
-| 0.7517 | 15350 | 0.0028 | - |
-| 0.7522 | 15360 | 0.0027 | - |
-| 0.7527 | 15370 | 0.0029 | - |
-| 0.7531 | 15380 | 0.0025 | - |
-| 0.7536 | 15390 | 0.0081 | - |
-| 0.7541 | 15400 | 0.0017 | - |
-| 0.7546 | 15410 | 0.0095 | - |
-| 0.7551 | 15420 | 0.0068 | - |
-| 0.7556 | 15430 | 0.0043 | - |
-| 0.7561 | 15440 | 0.0017 | - |
-| 0.7566 | 15450 | 0.0037 | - |
-| 0.7571 | 15460 | 0.0064 | - |
-| 0.7576 | 15470 | 0.0033 | - |
-| 0.7580 | 15480 | 0.0063 | - |
-| 0.7585 | 15490 | 0.0032 | - |
-| 0.7590 | 15500 | 0.0031 | - |
-| 0.7595 | 15510 | 0.006 | - |
-| 0.7600 | 15520 | 0.002 | - |
-| 0.7605 | 15530 | 0.0024 | - |
-| 0.7610 | 15540 | 0.0042 | - |
-| 0.7615 | 15550 | 0.003 | - |
-| 0.7620 | 15560 | 0.002 | - |
-| 0.7625 | 15570 | 0.0018 | - |
-| 0.7629 | 15580 | 0.0022 | - |
-| 0.7634 | 15590 | 0.0039 | - |
-| 0.7639 | 15600 | 0.0026 | - |
-| 0.7644 | 15610 | 0.0028 | - |
-| 0.7649 | 15620 | 0.0034 | - |
-| 0.7654 | 15630 | 0.0021 | - |
-| 0.7659 | 15640 | 0.0031 | - |
-| 0.7664 | 15650 | 0.0028 | - |
-| 0.7669 | 15660 | 0.0031 | - |
-| 0.7673 | 15670 | 0.0024 | - |
-| 0.7678 | 15680 | 0.0038 | - |
-| 0.7683 | 15690 | 0.0048 | - |
-| 0.7688 | 15700 | 0.004 | - |
-| 0.7693 | 15710 | 0.0025 | - |
-| 0.7698 | 15720 | 0.0055 | - |
-| 0.7703 | 15730 | 0.0036 | - |
-| 0.7708 | 15740 | 0.0013 | - |
-| 0.7713 | 15750 | 0.0015 | - |
-| 0.7718 | 15760 | 0.0018 | - |
-| 0.7722 | 15770 | 0.0017 | - |
-| 0.7727 | 15780 | 0.0018 | - |
-| 0.7732 | 15790 | 0.0032 | - |
-| 0.7737 | 15800 | 0.0042 | - |
-| 0.7742 | 15810 | 0.0022 | - |
-| 0.7747 | 15820 | 0.0022 | - |
-| 0.7752 | 15830 | 0.0036 | - |
-| 0.7757 | 15840 | 0.0024 | - |
-| 0.7762 | 15850 | 0.0027 | - |
-| 0.7767 | 15860 | 0.0033 | - |
-| 0.7771 | 15870 | 0.0028 | - |
-| 0.7776 | 15880 | 0.004 | - |
-| 0.7781 | 15890 | 0.0029 | - |
-| 0.7786 | 15900 | 0.0073 | - |
-| 0.7791 | 15910 | 0.0033 | - |
-| 0.7796 | 15920 | 0.0021 | - |
-| 0.7801 | 15930 | 0.005 | - |
-| 0.7806 | 15940 | 0.0027 | - |
-| 0.7811 | 15950 | 0.0028 | - |
-| 0.7815 | 15960 | 0.0026 | - |
-| 0.7820 | 15970 | 0.0056 | - |
-| 0.7825 | 15980 | 0.0039 | - |
-| 0.7830 | 15990 | 0.0035 | - |
-| 0.7835 | 16000 | 0.002 | 0.0490 |
-| 0.7840 | 16010 | 0.0044 | - |
-| 0.7845 | 16020 | 0.0028 | - |
-| 0.7850 | 16030 | 0.0026 | - |
-| 0.7855 | 16040 | 0.0014 | - |
-| 0.7860 | 16050 | 0.003 | - |
-| 0.7864 | 16060 | 0.0022 | - |
-| 0.7869 | 16070 | 0.0027 | - |
-| 0.7874 | 16080 | 0.0025 | - |
-| 0.7879 | 16090 | 0.0023 | - |
-| 0.7884 | 16100 | 0.0041 | - |
-| 0.7889 | 16110 | 0.0049 | - |
-| 0.7894 | 16120 | 0.0039 | - |
-| 0.7899 | 16130 | 0.0026 | - |
-| 0.7904 | 16140 | 0.0024 | - |
-| 0.7909 | 16150 | 0.0039 | - |
-| 0.7913 | 16160 | 0.0058 | - |
-| 0.7918 | 16170 | 0.0021 | - |
-| 0.7923 | 16180 | 0.003 | - |
-| 0.7928 | 16190 | 0.0027 | - |
-| 0.7933 | 16200 | 0.0018 | - |
-| 0.7938 | 16210 | 0.0046 | - |
-| 0.7943 | 16220 | 0.0016 | - |
-| 0.7948 | 16230 | 0.0023 | - |
-| 0.7953 | 16240 | 0.0023 | - |
-| 0.7957 | 16250 | 0.0011 | - |
-| 0.7962 | 16260 | 0.0047 | - |
-| 0.7967 | 16270 | 0.0014 | - |
-| 0.7972 | 16280 | 0.0015 | - |
-| 0.7977 | 16290 | 0.0015 | - |
-| 0.7982 | 16300 | 0.0049 | - |
-| 0.7987 | 16310 | 0.0024 | - |
-| 0.7992 | 16320 | 0.0024 | - |
-| 0.7997 | 16330 | 0.0018 | - |
-| 0.8002 | 16340 | 0.0027 | - |
-| 0.8006 | 16350 | 0.0042 | - |
-| 0.8011 | 16360 | 0.0046 | - |
-| 0.8016 | 16370 | 0.005 | - |
-| 0.8021 | 16380 | 0.0028 | - |
-| 0.8026 | 16390 | 0.0034 | - |
-| 0.8031 | 16400 | 0.0083 | - |
-| 0.8036 | 16410 | 0.0041 | - |
-| 0.8041 | 16420 | 0.0046 | - |
-| 0.8046 | 16430 | 0.0024 | - |
-| 0.8051 | 16440 | 0.0034 | - |
-| 0.8055 | 16450 | 0.0028 | - |
-| 0.8060 | 16460 | 0.0028 | - |
-| 0.8065 | 16470 | 0.0015 | - |
-| 0.8070 | 16480 | 0.0026 | - |
-| 0.8075 | 16490 | 0.0032 | - |
-| 0.8080 | 16500 | 0.0029 | - |
-| 0.8085 | 16510 | 0.0035 | - |
-| 0.8090 | 16520 | 0.0022 | - |
-| 0.8095 | 16530 | 0.0018 | - |
-| 0.8100 | 16540 | 0.0028 | - |
-| 0.8104 | 16550 | 0.0059 | - |
-| 0.8109 | 16560 | 0.0028 | - |
-| 0.8114 | 16570 | 0.002 | - |
-| 0.8119 | 16580 | 0.0045 | - |
-| 0.8124 | 16590 | 0.0046 | - |
-| 0.8129 | 16600 | 0.0057 | - |
-| 0.8134 | 16610 | 0.0026 | - |
-| 0.8139 | 16620 | 0.0018 | - |
-| 0.8144 | 16630 | 0.004 | - |
-| 0.8148 | 16640 | 0.0028 | - |
-| 0.8153 | 16650 | 0.0051 | - |
-| 0.8158 | 16660 | 0.0036 | - |
-| 0.8163 | 16670 | 0.0012 | - |
-| 0.8168 | 16680 | 0.0019 | - |
-| 0.8173 | 16690 | 0.0027 | - |
-| 0.8178 | 16700 | 0.0042 | - |
-| 0.8183 | 16710 | 0.0027 | - |
-| 0.8188 | 16720 | 0.0037 | - |
-| 0.8193 | 16730 | 0.0023 | - |
-| 0.8197 | 16740 | 0.0037 | - |
-| 0.8202 | 16750 | 0.0021 | - |
-| 0.8207 | 16760 | 0.0024 | - |
-| 0.8212 | 16770 | 0.0019 | - |
-| 0.8217 | 16780 | 0.0036 | - |
-| 0.8222 | 16790 | 0.004 | - |
-| 0.8227 | 16800 | 0.0018 | - |
-| 0.8232 | 16810 | 0.0027 | - |
-| 0.8237 | 16820 | 0.0028 | - |
-| 0.8242 | 16830 | 0.0019 | - |
-| 0.8246 | 16840 | 0.0013 | - |
-| 0.8251 | 16850 | 0.0028 | - |
-| 0.8256 | 16860 | 0.0035 | - |
-| 0.8261 | 16870 | 0.0014 | - |
-| 0.8266 | 16880 | 0.0033 | - |
-| 0.8271 | 16890 | 0.0011 | - |
-| 0.8276 | 16900 | 0.0021 | - |
-| 0.8281 | 16910 | 0.0017 | - |
-| 0.8286 | 16920 | 0.0045 | - |
-| 0.8290 | 16930 | 0.0025 | - |
-| 0.8295 | 16940 | 0.0027 | - |
-| 0.8300 | 16950 | 0.0015 | - |
-| 0.8305 | 16960 | 0.003 | - |
-| 0.8310 | 16970 | 0.0052 | - |
-| 0.8315 | 16980 | 0.0028 | - |
-| 0.8320 | 16990 | 0.0028 | - |
-| 0.8325 | 17000 | 0.0023 | - |
-| 0.8330 | 17010 | 0.0055 | - |
-| 0.8335 | 17020 | 0.0031 | - |
-| 0.8339 | 17030 | 0.0025 | - |
-| 0.8344 | 17040 | 0.0016 | - |
-| 0.8349 | 17050 | 0.0033 | - |
-| 0.8354 | 17060 | 0.0058 | - |
-| 0.8359 | 17070 | 0.0042 | - |
-| 0.8364 | 17080 | 0.0065 | - |
-| 0.8369 | 17090 | 0.0015 | - |
-| 0.8374 | 17100 | 0.0023 | - |
-| 0.8379 | 17110 | 0.0028 | - |
-| 0.8384 | 17120 | 0.0021 | - |
-| 0.8388 | 17130 | 0.0033 | - |
-| 0.8393 | 17140 | 0.0018 | - |
-| 0.8398 | 17150 | 0.0033 | - |
-| 0.8403 | 17160 | 0.0033 | - |
-| 0.8408 | 17170 | 0.002 | - |
-| 0.8413 | 17180 | 0.0038 | - |
-| 0.8418 | 17190 | 0.0016 | - |
-| 0.8423 | 17200 | 0.0028 | - |
-| 0.8428 | 17210 | 0.0045 | - |
-| 0.8432 | 17220 | 0.0017 | - |
-| 0.8437 | 17230 | 0.0023 | - |
-| 0.8442 | 17240 | 0.0024 | - |
-| 0.8447 | 17250 | 0.0017 | - |
-| 0.8452 | 17260 | 0.0038 | - |
-| 0.8457 | 17270 | 0.002 | - |
-| 0.8462 | 17280 | 0.0027 | - |
-| 0.8467 | 17290 | 0.0014 | - |
-| 0.8472 | 17300 | 0.0019 | - |
-| 0.8477 | 17310 | 0.0023 | - |
-| 0.8481 | 17320 | 0.0021 | - |
-| 0.8486 | 17330 | 0.0027 | - |
-| 0.8491 | 17340 | 0.0019 | - |
-| 0.8496 | 17350 | 0.0033 | - |
-| 0.8501 | 17360 | 0.0013 | - |
-| 0.8506 | 17370 | 0.0022 | - |
-| 0.8511 | 17380 | 0.0012 | - |
-| 0.8516 | 17390 | 0.0014 | - |
-| 0.8521 | 17400 | 0.0018 | - |
-| 0.8526 | 17410 | 0.0022 | - |
-| 0.8530 | 17420 | 0.0018 | - |
-| 0.8535 | 17430 | 0.0017 | - |
-| 0.8540 | 17440 | 0.003 | - |
-| 0.8545 | 17450 | 0.0018 | - |
-| 0.8550 | 17460 | 0.0033 | - |
-| 0.8555 | 17470 | 0.0047 | - |
-| 0.8560 | 17480 | 0.0048 | - |
-| 0.8565 | 17490 | 0.0031 | - |
-| 0.8570 | 17500 | 0.0023 | - |
-| 0.8575 | 17510 | 0.0023 | - |
-| 0.8579 | 17520 | 0.0057 | - |
-| 0.8584 | 17530 | 0.0044 | - |
-| 0.8589 | 17540 | 0.0015 | - |
-| 0.8594 | 17550 | 0.0036 | - |
-| 0.8599 | 17560 | 0.0024 | - |
-| 0.8604 | 17570 | 0.0049 | - |
-| 0.8609 | 17580 | 0.0024 | - |
-| 0.8614 | 17590 | 0.0024 | - |
-| 0.8619 | 17600 | 0.0028 | - |
-| 0.8623 | 17610 | 0.0033 | - |
-| 0.8628 | 17620 | 0.0015 | - |
-| 0.8633 | 17630 | 0.0021 | - |
-| 0.8638 | 17640 | 0.0025 | - |
-| 0.8643 | 17650 | 0.0029 | - |
-| 0.8648 | 17660 | 0.0017 | - |
-| 0.8653 | 17670 | 0.0056 | - |
-| 0.8658 | 17680 | 0.0026 | - |
-| 0.8663 | 17690 | 0.0047 | - |
-| 0.8668 | 17700 | 0.0014 | - |
-| 0.8672 | 17710 | 0.0015 | - |
-| 0.8677 | 17720 | 0.0025 | - |
-| 0.8682 | 17730 | 0.0026 | - |
-| 0.8687 | 17740 | 0.0016 | - |
-| 0.8692 | 17750 | 0.0013 | - |
-| 0.8697 | 17760 | 0.0012 | - |
-| 0.8702 | 17770 | 0.0023 | - |
-| 0.8707 | 17780 | 0.0029 | - |
-| 0.8712 | 17790 | 0.0031 | - |
-| 0.8717 | 17800 | 0.0049 | - |
-| 0.8721 | 17810 | 0.0013 | - |
-| 0.8726 | 17820 | 0.0064 | - |
-| 0.8731 | 17830 | 0.0022 | - |
-| 0.8736 | 17840 | 0.0016 | - |
-| 0.8741 | 17850 | 0.003 | - |
-| 0.8746 | 17860 | 0.0014 | - |
-| 0.8751 | 17870 | 0.0067 | - |
-| 0.8756 | 17880 | 0.0083 | - |
-| 0.8761 | 17890 | 0.0019 | - |
-| 0.8765 | 17900 | 0.0016 | - |
-| 0.8770 | 17910 | 0.0033 | - |
-| 0.8775 | 17920 | 0.0041 | - |
-| 0.8780 | 17930 | 0.002 | - |
-| 0.8785 | 17940 | 0.001 | - |
-| 0.8790 | 17950 | 0.0011 | - |
-| 0.8795 | 17960 | 0.0012 | - |
-| 0.8800 | 17970 | 0.0015 | - |
-| 0.8805 | 17980 | 0.0021 | - |
-| 0.8810 | 17990 | 0.0026 | - |
-| 0.8814 | 18000 | 0.0021 | 0.0448 |
-| 0.8819 | 18010 | 0.002 | - |
-| 0.8824 | 18020 | 0.0014 | - |
-| 0.8829 | 18030 | 0.0042 | - |
-| 0.8834 | 18040 | 0.0029 | - |
-| 0.8839 | 18050 | 0.0021 | - |
-| 0.8844 | 18060 | 0.0054 | - |
-| 0.8849 | 18070 | 0.0019 | - |
-| 0.8854 | 18080 | 0.0027 | - |
-| 0.8859 | 18090 | 0.0027 | - |
-| 0.8863 | 18100 | 0.0027 | - |
-| 0.8868 | 18110 | 0.0024 | - |
-| 0.8873 | 18120 | 0.0015 | - |
-| 0.8878 | 18130 | 0.0018 | - |
-| 0.8883 | 18140 | 0.0024 | - |
-| 0.8888 | 18150 | 0.0032 | - |
-| 0.8893 | 18160 | 0.0032 | - |
-| 0.8898 | 18170 | 0.0031 | - |
-| 0.8903 | 18180 | 0.0017 | - |
-| 0.8907 | 18190 | 0.0018 | - |
-| 0.8912 | 18200 | 0.0037 | - |
-| 0.8917 | 18210 | 0.0031 | - |
-| 0.8922 | 18220 | 0.002 | - |
-| 0.8927 | 18230 | 0.0034 | - |
-| 0.8932 | 18240 | 0.1906 | - |
-| 0.8937 | 18250 | 0.351 | - |
-| 0.8942 | 18260 | 0.5168 | - |
-| 0.8947 | 18270 | 0.5152 | - |
-| 0.8952 | 18280 | 0.523 | - |
-| 0.8956 | 18290 | 0.4944 | - |
-| 0.8961 | 18300 | 0.4338 | - |
-| 0.8966 | 18310 | 0.5081 | - |
-| 0.8971 | 18320 | 0.5696 | - |
-| 0.8976 | 18330 | 0.4026 | - |
-| 0.8981 | 18340 | 0.4199 | - |
-| 0.8986 | 18350 | 0.4634 | - |
-| 0.8991 | 18360 | 0.3412 | - |
-| 0.8996 | 18370 | 0.2186 | - |
-| 0.9001 | 18380 | 0.2601 | - |
-| 0.9005 | 18390 | 0.3498 | - |
-| 0.9010 | 18400 | 0.3581 | - |
-| 0.9015 | 18410 | 0.3591 | - |
-| 0.9020 | 18420 | 0.6837 | - |
-| 0.9025 | 18430 | 0.3771 | - |
-| 0.9030 | 18440 | 0.3668 | - |
-| 0.9035 | 18450 | 0.4416 | - |
-| 0.9040 | 18460 | 0.4595 | - |
-| 0.9045 | 18470 | 0.4018 | - |
-| 0.9050 | 18480 | 0.3949 | - |
-| 0.9054 | 18490 | 0.4405 | - |
-| 0.9059 | 18500 | 0.6876 | - |
-| 0.9064 | 18510 | 0.5136 | - |
-| 0.9069 | 18520 | 0.3375 | - |
-| 0.9074 | 18530 | 0.5366 | - |
-| 0.9079 | 18540 | 0.5452 | - |
-| 0.9084 | 18550 | 0.2111 | - |
-| 0.9089 | 18560 | 0.2063 | - |
-| 0.9094 | 18570 | 0.2081 | - |
-| 0.9098 | 18580 | 0.2191 | - |
-| 0.9103 | 18590 | 0.2627 | - |
-| 0.9108 | 18600 | 0.3576 | - |
-| 0.9113 | 18610 | 0.3057 | - |
-| 0.9118 | 18620 | 0.2285 | - |
-| 0.9123 | 18630 | 0.2382 | - |
-| 0.9128 | 18640 | 0.4497 | - |
-| 0.9133 | 18650 | 0.4454 | - |
-| 0.9138 | 18660 | 0.4261 | - |
-| 0.9143 | 18670 | 0.3817 | - |
-| 0.9147 | 18680 | 0.4061 | - |
-| 0.9152 | 18690 | 0.4599 | - |
-| 0.9157 | 18700 | 0.4495 | - |
-| 0.9162 | 18710 | 0.4845 | - |
-| 0.9167 | 18720 | 0.3828 | - |
-| 0.9172 | 18730 | 0.3363 | - |
-| 0.9177 | 18740 | 0.3168 | - |
-| 0.9182 | 18750 | 0.3446 | - |
-| 0.9187 | 18760 | 0.4216 | - |
-| 0.9192 | 18770 | 0.5225 | - |
-| 0.9196 | 18780 | 0.6365 | - |
-| 0.9201 | 18790 | 0.6862 | - |
-| 0.9206 | 18800 | 0.5061 | - |
-| 0.9211 | 18810 | 0.2393 | - |
-| 0.9216 | 18820 | 0.3754 | - |
-| 0.9221 | 18830 | 0.5556 | - |
-| 0.9226 | 18840 | 0.3949 | - |
-| 0.9231 | 18850 | 0.4205 | - |
-| 0.9236 | 18860 | 0.3714 | - |
-| 0.9240 | 18870 | 0.4053 | - |
-| 0.9245 | 18880 | 0.3883 | - |
-| 0.9250 | 18890 | 0.4215 | - |
-| 0.9255 | 18900 | 0.4832 | - |
-| 0.9260 | 18910 | 0.2436 | - |
-| 0.9265 | 18920 | 0.5187 | - |
-| 0.9270 | 18930 | 0.6508 | - |
-| 0.9275 | 18940 | 0.3121 | - |
-| 0.9280 | 18950 | 0.4087 | - |
-| 0.9285 | 18960 | 0.3446 | - |
-| 0.9289 | 18970 | 0.5238 | - |
-| 0.9294 | 18980 | 0.4235 | - |
-| 0.9299 | 18990 | 0.4245 | - |
-| 0.9304 | 19000 | 0.3187 | - |
-| 0.9309 | 19010 | 0.2934 | - |
-| 0.9314 | 19020 | 0.3663 | - |
-| 0.9319 | 19030 | 0.3008 | - |
-| 0.9324 | 19040 | 0.3393 | - |
-| 0.9329 | 19050 | 0.3709 | - |
-| 0.9334 | 19060 | 0.1932 | - |
-| 0.9338 | 19070 | 0.4171 | - |
-| 0.9343 | 19080 | 0.1919 | - |
-| 0.9348 | 19090 | 0.2027 | - |
-| 0.9353 | 19100 | 0.2582 | - |
-| 0.9358 | 19110 | 0.369 | - |
-| 0.9363 | 19120 | 0.328 | - |
-| 0.9368 | 19130 | 0.3849 | - |
-| 0.9373 | 19140 | 0.3674 | - |
-| 0.9378 | 19150 | 0.3073 | - |
-| 0.9382 | 19160 | 0.5203 | - |
-| 0.9387 | 19170 | 0.4155 | - |
-| 0.9392 | 19180 | 0.7028 | - |
-| 0.9397 | 19190 | 0.3729 | - |
-| 0.9402 | 19200 | 0.5078 | - |
-| 0.9407 | 19210 | 0.3943 | - |
-| 0.9412 | 19220 | 0.4632 | - |
-| 0.9417 | 19230 | 0.3888 | - |
-| 0.9422 | 19240 | 0.3964 | - |
-| 0.9427 | 19250 | 0.455 | - |
-| 0.9431 | 19260 | 0.317 | - |
-| 0.9436 | 19270 | 0.3751 | - |
-| 0.9441 | 19280 | 0.2708 | - |
-| 0.9446 | 19290 | 0.388 | - |
-| 0.9451 | 19300 | 0.3031 | - |
-| 0.9456 | 19310 | 0.4066 | - |
-| 0.9461 | 19320 | 0.5319 | - |
-| 0.9466 | 19330 | 0.4542 | - |
-| 0.9471 | 19340 | 0.3651 | - |
-| 0.9476 | 19350 | 0.5735 | - |
-| 0.9480 | 19360 | 0.5513 | - |
-| 0.9485 | 19370 | 0.4974 | - |
-| 0.9490 | 19380 | 0.4595 | - |
-| 0.9495 | 19390 | 0.5328 | - |
-| 0.9500 | 19400 | 0.3446 | - |
-| 0.9505 | 19410 | 0.6614 | - |
-| 0.9510 | 19420 | 0.2901 | - |
-| 0.9515 | 19430 | 0.4307 | - |
-| 0.9520 | 19440 | 0.4485 | - |
-| 0.9525 | 19450 | 0.3602 | - |
-| 0.9529 | 19460 | 0.2205 | - |
-| 0.9534 | 19470 | 0.2284 | - |
-| 0.9539 | 19480 | 0.3192 | - |
-| 0.9544 | 19490 | 0.3411 | - |
-| 0.9549 | 19500 | 0.3456 | - |
-| 0.9554 | 19510 | 0.5697 | - |
-| 0.9559 | 19520 | 0.4079 | - |
-| 0.9564 | 19530 | 0.3506 | - |
-| 0.9569 | 19540 | 0.3633 | - |
-| 0.9573 | 19550 | 0.4242 | - |
-| 0.9578 | 19560 | 0.3901 | - |
-| 0.9583 | 19570 | 0.3431 | - |
-| 0.9588 | 19580 | 0.2729 | - |
-| 0.9593 | 19590 | 0.7525 | - |
-| 0.9598 | 19600 | 0.5994 | - |
-| 0.9603 | 19610 | 0.3297 | - |
-| 0.9608 | 19620 | 0.3776 | - |
-| 0.9613 | 19630 | 0.5645 | - |
-| 0.9618 | 19640 | 0.2827 | - |
-| 0.9622 | 19650 | 0.1762 | - |
-| 0.9627 | 19660 | 0.2111 | - |
-| 0.9632 | 19670 | 0.189 | - |
-| 0.9637 | 19680 | 0.199 | - |
-| 0.9642 | 19690 | 0.3563 | - |
-| 0.9647 | 19700 | 0.1437 | - |
-| 0.9652 | 19710 | 0.3137 | - |
-| 0.9657 | 19720 | 0.2047 | - |
-| 0.9662 | 19730 | 0.3588 | - |
-| 0.9667 | 19740 | 0.4485 | - |
-| 0.9671 | 19750 | 0.3865 | - |
-| 0.9676 | 19760 | 0.3426 | - |
-| 0.9681 | 19770 | 0.313 | - |
-| 0.9686 | 19780 | 0.3855 | - |
-| 0.9691 | 19790 | 0.5034 | - |
-| 0.9696 | 19800 | 0.3947 | - |
-| 0.9701 | 19810 | 0.3187 | - |
-| 0.9706 | 19820 | 0.4312 | - |
-| 0.9711 | 19830 | 0.3716 | - |
-| 0.9715 | 19840 | 0.3138 | - |
-| 0.9720 | 19850 | 0.432 | - |
-| 0.9725 | 19860 | 0.383 | - |
-| 0.9730 | 19870 | 0.6391 | - |
-| 0.9735 | 19880 | 0.6725 | - |
-| 0.9740 | 19890 | 0.4883 | - |
-| 0.9745 | 19900 | 0.3178 | - |
-| 0.9750 | 19910 | 0.352 | - |
-| 0.9755 | 19920 | 0.5241 | - |
-| 0.9760 | 19930 | 0.3948 | - |
-| 0.9764 | 19940 | 0.4116 | - |
-| 0.9769 | 19950 | 0.2887 | - |
-| 0.9774 | 19960 | 0.3842 | - |
-| 0.9779 | 19970 | 0.3788 | - |
-| 0.9784 | 19980 | 0.3712 | - |
-| 0.9789 | 19990 | 0.4555 | - |
-| 0.9794 | 20000 | 0.3345 | 0.0061 |
-| 0.9799 | 20010 | 0.4337 | - |
-| 0.9804 | 20020 | 0.6855 | - |
-| 0.9809 | 20030 | 0.314 | - |
-| 0.9813 | 20040 | 0.3292 | - |
-| 0.9818 | 20050 | 0.402 | - |
-| 0.9823 | 20060 | 0.3808 | - |
-| 0.9828 | 20070 | 0.4869 | - |
-| 0.9833 | 20080 | 0.4321 | - |
-| 0.9838 | 20090 | 0.3204 | - |
-| 0.9843 | 20100 | 0.2569 | - |
-| 0.9848 | 20110 | 0.3711 | - |
-| 0.9853 | 20120 | 0.2859 | - |
-| 0.9857 | 20130 | 0.3584 | - |
-| 0.9862 | 20140 | 0.2938 | - |
-| 0.9867 | 20150 | 0.1946 | - |
-| 0.9872 | 20160 | 0.3905 | - |
-| 0.9877 | 20170 | 0.1974 | - |
-| 0.9882 | 20180 | 0.2081 | - |
-| 0.9887 | 20190 | 0.2422 | - |
-| 0.9892 | 20200 | 0.3892 | - |
-| 0.9897 | 20210 | 0.333 | - |
-| 0.9902 | 20220 | 0.3938 | - |
-| 0.9906 | 20230 | 0.387 | - |
-| 0.9911 | 20240 | 0.2612 | - |
-| 0.9916 | 20250 | 0.4627 | - |
-| 0.9921 | 20260 | 0.3612 | - |
-| 0.9926 | 20270 | 0.6533 | - |
-| 0.9931 | 20280 | 0.5566 | - |
-| 0.9936 | 20290 | 0.4453 | - |
-| 0.9941 | 20300 | 0.4542 | - |
-| 0.9946 | 20310 | 0.4094 | - |
-| 0.9951 | 20320 | 0.4279 | - |
-| 0.9955 | 20330 | 0.3092 | - |
-| 0.9960 | 20340 | 0.4567 | - |
-| 0.9965 | 20350 | 0.3881 | - |
-| 0.9970 | 20360 | 0.3317 | - |
-| 0.9975 | 20370 | 0.3048 | - |
-| 0.9980 | 20380 | 0.3111 | - |
-| 0.9985 | 20390 | 0.3632 | - |
-| 0.9990 | 20400 | 0.4409 | - |
-| 0.9995 | 20410 | 0.4903 | - |
-| 1.0000 | 20420 | 0.4353 | - |
+| Epoch | Step | Training Loss | loss |
+|:------:|:----:|:-------------:|:------:|
+| 0.0023 | 1 | 2.4713 | - |
+| 0.0229 | 10 | 2.4907 | - |
+| 0.0459 | 20 | 2.4574 | - |
+| 0.0688 | 30 | 2.4861 | - |
+| 0.0917 | 40 | 2.4612 | - |
+| 0.1147 | 50 | 2.4353 | - |
+| 0.1376 | 60 | 2.3967 | - |
+| 0.1606 | 70 | 2.3609 | - |
+| 0.1835 | 80 | 2.3079 | - |
+| 0.2064 | 90 | 2.1928 | - |
+| 0.2294 | 100 | 2.1581 | - |
+| 0.2523 | 110 | 2.0822 | - |
+| 0.2752 | 120 | 1.9739 | - |
+| 0.2982 | 130 | 1.8393 | - |
+| 0.3211 | 140 | 1.7397 | - |
+| 0.3440 | 150 | 1.5249 | - |
+| 0.3670 | 160 | 1.4281 | - |
+| 0.3899 | 170 | 1.3197 | - |
+| 0.4128 | 180 | 1.211 | - |
+| 0.4358 | 190 | 1.1086 | - |
+| 0.4587 | 200 | 0.9598 | 0.2301 |
+| 0.4817 | 210 | 1.0904 | - |
+| 0.5046 | 220 | 0.9813 | - |
+| 0.5275 | 230 | 1.1148 | - |
+| 0.5505 | 240 | 1.2813 | - |
+| 0.5734 | 250 | 1.2259 | - |
+| 0.5963 | 260 | 1.221 | - |
+| 0.6193 | 270 | 1.1547 | - |
+| 0.6422 | 280 | 1.1286 | - |
+| 0.6651 | 290 | 0.9932 | - |
+| 0.6881 | 300 | 0.978 | - |
+| 0.7110 | 310 | 0.9505 | - |
+| 0.7339 | 320 | 0.8731 | - |
+| 0.7569 | 330 | 0.824 | - |
+| 0.7798 | 340 | 0.8979 | - |
+| 0.8028 | 350 | 1.756 | - |
+| 0.8257 | 360 | 1.6785 | - |
+| 0.8486 | 370 | 1.5944 | - |
+| 0.8716 | 380 | 1.5417 | - |
+| 0.8945 | 390 | 1.4788 | - |
+| 0.9174 | 400 | 0.9873 | 0.0695 |
+| 0.9404 | 410 | 0.1664 | - |
+| 0.9633 | 420 | 0.1336 | - |
+| 0.9862 | 430 | 0.1193 | - |
-