---
tags:
- setfit
- sentence-transformers
- text-classification
- generated_from_setfit_trainer
widget:
- text: 이니스프리 노세범 미네랄 파우더 2개 (#M)쿠팡 홈>뷰티>메이크업>베이스 메이크업>파우더/파우더팩트 Coupang > 뷰티 > 로드샵
> 메이크업 > 베이스 메이크업 > 파우더/파우더팩트
- text: 화장품 명품 차스킨 멀티밤 9g 미백 주름개선 2중기 LotteOn > 뷰티 > 스킨케어 > 마스크/팩 > 마사지크림/젤 LotteOn
> 뷰티 > 스킨케어 > 마스크/팩 > 마사지크림/젤
- text: 헤라 메이크업 픽서 (110ml) LotteOn > 뷰티 > 스킨케어 > 미스트 LotteOn > 뷰티 > 스킨케어 > 미스트
- text: 포먼트 젤네일 P.4 페탈로지 × 1개 LotteOn > 뷰티 > 네일 > 네일관리기기 > 젤네일램프 LotteOn > 뷰티 > 네일
> 네일관리기기 > 젤네일램프
- text: 실크테라피 3D 볼류마이징 에센스 매니아구성(150ml 6개 + 60ml 1개) MinSellAmount (#M)바디/헤어>헤어케어>헤어에센스
Gmarket > 뷰티 > 바디/헤어 > 헤어케어 > 헤어에센스
metrics:
- accuracy
pipeline_tag: text-classification
library_name: setfit
inference: true
base_model: mini1013/master_domain
model-index:
- name: SetFit with mini1013/master_domain
results:
- task:
type: text-classification
name: Text Classification
dataset:
name: Unknown
type: unknown
split: test
metrics:
- type: accuracy
value: 0.9741772986555503
name: Accuracy
---
# SetFit with mini1013/master_domain
This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [mini1013/master_domain](https://huggingface.co/mini1013/master_domain) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification.
The model has been trained using an efficient few-shot learning technique that involves:
1. Fine-tuning a [Sentence Transformer](https://www.sbert.net) with contrastive learning.
2. Training a classification head with features from the fine-tuned Sentence Transformer.
## Model Details
### Model Description
- **Model Type:** SetFit
- **Sentence Transformer body:** [mini1013/master_domain](https://huggingface.co/mini1013/master_domain)
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
- **Maximum Sequence Length:** 512 tokens
- **Number of Classes:** 14 classes
<!-- - **Training Dataset:** [Unknown](https://huggingface.co/datasets/unknown) -->
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->
### Model Sources
- **Repository:** [SetFit on GitHub](https://github.com/huggingface/setfit)
- **Paper:** [Efficient Few-Shot Learning Without Prompts](https://arxiv.org/abs/2209.11055)
- **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
### Model Labels
| Label | Examples |
|:------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 5 | <ul><li>'비앤진 프로텍트 미스트 앤 픽서 - 100ml x 1개 100ml × 1개 LotteOn > 뷰티 > 스킨케어 > 미스트 LotteOn > 뷰티 > 스킨케어 > 미스트'</li><li>'이니스프리 노세범 미네랄 파우더 5g 3.맨토스(6호-멜론) (#M)홈>화장품/미용>베이스메이크업>파우더>루스파우더 Naverstore > 화장품/미용 > 베이스메이크업 > 파우더 > 루스파우더'</li><li>'LOreal Paris Magic Perfecting Base Face Primer by Studio Secrets Professional 0.50 oz (Pack of 3) One Color_One Size ssg > 뷰티 > 메이크업 > 베이스메이크업 > 메이크업베이스 ssg > 뷰티 > 메이크업 > 베이스메이크업 > 메이크업베이스'</li></ul> |
| 4 | <ul><li>'라이콘 스트립 왁스 800g 12종 / lycon strip wax 800g 라이코 플렉스 800g (#M)홈>호주왁싱>라이콘 Naverstore > 화장품/미용 > 바디케어 > 제모제'</li><li>'잉글리쉬 페어 앤 프리지아 센티드 바디 파우더 신세계백화점/헤어/바디/핸드/풋/데오/바스트케어/바스트케어;(#M)SSG.COM/바디케어/기타바디용품 LOREAL > DepartmentSsg > 아틀리에 코롱 > Generic > 여자향수'</li><li>'빅 오버진 에너지 380g - 배쓰 밤/입욕제 (#M)위메프 > 생활·주방용품 > 바디/헤어 > 바디케어/워시/제모 > 입욕제 위메프 > 뷰티 > 바디/헤어 > 바디케어/워시/제모 > 입욕제'</li></ul> |
| 11 | <ul><li>'비오템 - 오 비타미네 오드 뚜왈렛 스프레이 100ml/3.38oz LOREAL > Ssg > 비오템 > Branded > 비오템 LOREAL > Ssg > 비오템 > Branded > 비오템'</li><li>'[산타마리아노벨라]포푸리 바소 세라미카 멀티_F (#M)가구/인테리어>인테리어소품>아로마/캔들용품>초/향초 AD > Naverstore > smnovella브랜드스토어 > 전체상품'</li><li>'톰포드 오드우드 50ml LotteOn > 뷰티 > 향수 > 남녀공용향수 LotteOn > 뷰티 > 향수 > 남녀공용향수'</li></ul> |
| 6 | <ul><li>'[온세일] 루스 파우더 휴대용기 LotteOn > 뷰티 > 베이스메이크업 > 파우더 LotteOn > 뷰티 > 메이크업 > 베이스메이크업 > 파우더'</li><li>'반영구재료 임뷰티 엠보니들 20pcs (1box) 1420(흰색) 홈>오늘의 타임특가!!;홈>전체상품;홈>니들;홈>한가위 추석 특가;홈>연말특가 이벤트;홈>원데이 특가상품 이벤트!;홈>주말 이벤트 특가!;(#M)홈>니들&색소 Naverstore > 화장품/미용 > 뷰티소품 > DIY화장품재료'</li><li>'마스터클래스 매니아 세트(브러쉬 2종+클리너) 아이M브러쉬_파운데이션브러쉬 LotteOn > 뷰티 > 뷰티기기/소품 > 메이크업소품 > 브러쉬 LotteOn > 뷰티 > 뷰티기기/소품 > 메이크업소품 > 브러쉬'</li></ul> |
| 8 | <ul><li>'푸드어홀릭 알로하와이 블렌딩 오일 150ml/태닝오일 (#M)위메프 > 생활·주방용품 > 바디/헤어 > 바디케어/워시/제모 > 태닝용품 위메프 > 뷰티 > 바디/헤어 > 바디케어/워시/제모 > 태닝용품'</li><li>'푸드어홀릭 알로하와이 태닝 오일(150ml) 건강한 구릿빛 피부 - 2개 택배무료 - (#M)11st>바디케어>태닝용품>오일 11st > 뷰티 > 바디케어 > 태닝용품 > 오일'</li><li>'대용량 SNP 아쿠아 쿨링 선 스프레이 200ml (SPF50+) (#M)홈>선크림 Naverstore > 화장품/미용 > 선케어 > 선스프레이'</li></ul> |
| 9 | <ul><li>'1+1 유리아쥬 오 떼르말 미스트 300ml 단품 (#M)화장품/향수>색조메이크업>립밤/립케어 Gmarket > 뷰티 > 화장품/향수 > 색조메이크업 > 립밤/립케어'</li><li>'메디힐 티트리 100 오일 247187 10ml × 1개 LotteOn > 뷰티 > 남성화장품 > 남성화장품세트 LotteOn > 뷰티 > 남성화장품 > 남성화장품세트'</li><li>'[매장 정품] 미샤 비폴렌 리뉴 오일 30ml (#M)11st>스킨케어>오일>오일 11st > 뷰티 > 스킨케어 > 오일'</li></ul> |
| 1 | <ul><li>'브로앤팁스 수퍼내추럴 톤업 선크림 70ml 70ml × 1개 (#M)쿠팡 홈>뷰티>스킨케어>선케어/태닝>선케어>선블록/선크림/선로션 Coupang > 뷰티 > 남성화장품 > 남성스킨케어 > 선케어'</li><li>'비레디 유브이 디펜스 선 베이스 프레쉬 50ml(SPF50+) (#M)홈>화장품/미용>남성화장품>선크림 Naverstore > 화장품/미용 > 남성화장품 > 선크림'</li><li>'랩시리즈 데일리 레스큐 에너자이징 에센스 150ml LotteOn > 뷰티 > 남성화장품 > 스킨 LotteOn > 뷰티 > 남성화장품 > 스킨'</li></ul> |
| 7 | <ul><li>'P.픽싱마스카라 볼륨앤컬링 (#M)뷰티>화장품/향수>포인트메이크업>마스카라 CJmall > 뷰티 > 헤어/바디/미용기기 > 핸드/풋/덴탈케어 > 핸드케어'</li><li>'르 젤 쑤르실 360 블롱 ssg > 뷰티 > 메이크업 > 아이메이크업 > 아이브로우 ssg > 뷰티 > 메이크업 > 아이메이크업 > 아이브로우'</li><li>'조말론 런던 핸드크림 50ml 라임 바질 앤 만다린 피오니 블러쉬 잉글리쉬 페어 프리지아 (핸드크림)라임 바질 앤 만다린 50ml (#M)홈>조말론 Naverstore > 화장품/미용 > 바디케어 > 핸드케어'</li></ul> |
| 13 | <ul><li>'입생로랑(향수) 몽 파리 헤어 미스트 30ml MinSellAmount (#M)화장품/향수>네일케어>네일리무버 Gmarket > 뷰티 > 화장품/향수 > 네일케어 > 네일리무버'</li><li>'아윤채 더 리트리브 프로그램 부스팅 스타터 헤어토닉 500g × 4개 (#M)쿠팡 홈>뷰티>헤어>헤어에센스/오일>헤어토닉/스칼프 Coupang > 뷰티 > 헤어 > 헤어에센스/오일 > 헤어토닉/스칼프'</li><li>'아모스 04 컬링에센스 이엑스보라색150mlX3 LotteOn > 뷰티 > 헤어/바디 > 헤어케어 > 헤어에센스/오일 LotteOn > 뷰티 > 헤어/바디 > 헤어케어 > 헤어에센스/오일'</li></ul> |
| 12 | <ul><li>'컬링에센스2X 숏스타일 150ml 3개_P083181261 옵션/컬링에센스2X 숏스타일 150ml x3 ssg > 뷰티 > 헤어/바디 > 헤어스타일링 > 염색약 ssg > 뷰티 > 헤어/바디 > 헤어스타일링 > 염색약'</li><li>'[후후맘] 미쟝센 스테이지콜렉션 컬링 에센스 2X 230ml 230ml × 1개 (#M)쿠팡 홈>싱글라이프>샤워/세안>헤어에센스 Coupang > 뷰티 > 헤어 > 헤어에센스/오일 > 헤어에센스'</li><li>'휘핑컬리펌(마일드한 발림감, 힘있고 탄력있는 컬) 1제 150ml 2제 150ml 홈>펌제;홈>브랜드>[아모레레서픽]아모스;(#M)홈>파마약♡매직약>파마약 Naverstore > 화장품/미용 > 헤어스타일링 > 파마약 > 웨이브'</li></ul> |
| 2 | <ul><li>'베씨 시럽 컬러 젤 S04 로즈 립글로즈 × 1개 (#M)쿠팡 홈>뷰티>네일>젤네일>컬러 젤 Coupang > 뷰티 > 네일 > 젤네일 > 컬러 젤'</li><li>'[OPI][프로스파] 풋 파일 스트립 120 Grit DepartmentSsg > 명품화장품 > 메이크업 > 네일 DepartmentSsg > 명품화장품 > 메이크업 > 네일'</li><li>'OPI 리무버 엑스퍼트터치리무버 450ml OPI 리무버 폴리쉬리무버(그린) 960ml LotteOn > 뷰티 > 네일 > 네일케어 > 네일리무버 LotteOn > 뷰티 > 네일 > 네일케어 > 네일리무버'</li></ul> |
| 0 | <ul><li>'다슈 데일리 에브리웨어 트래블 키트 3종 택1 02_클렌징 키트 홈>브랜드별>다슈;(#M)홈>세트 상품 Naverstore > 화장품/미용 > 클렌징 > 클렌징세트'</li><li>'2+1 한정수량)미니스 여행용 세트(포켓몬) MinSellAmount (#M)바디/헤어>헤어케어>샴푸/린스 Gmarket > 뷰티 > 바디/헤어 > 헤어케어 > 샴푸/린스'</li><li>'[동구밭] 올바른 샴푸바/린스바/설거지바 제로웨이스트 [동구밭] 배러댄리퀴드 여행세트 (#M)헤어케어>샴푸>샴푸바 AD > 11st > 뷰티 > 헤어케어 > 샴푸 > 샴푸바'</li></ul> |
| 10 | <ul><li>'에뛰드 마스카라 전용리무버 80ml MinSellAmount (#M)화장품/향수>클렌징/필링>립앤아이리무버 Gmarket > 뷰티 > 화장품/향수 > 클렌징/필링 > 립앤아이리무버'</li><li>'다나한 피부케어 효용 클렌징 크림 300ml 화장품 클렌 MinSellAmount (#M)화장품/향수>클렌징/필링>클렌징크림 Gmarket > 뷰티 > 화장품/향수 > 클렌징/필링 > 클렌징크림'</li><li>'대용량 곡물 페이셜 클렌징워터 500ml+파우치5매 (#M)뷰티>화장품/향수>클렌징>클렌징워터 CJmall > 뷰티 > 화장품/향수 > 클렌징 > 클렌징워터'</li></ul> |
| 3 | <ul><li>'바세린 수분 보습 영양 시트 마스크 팩 10매 바세린 수분 시트 마스크 10매 (#M)홈>화장품/미용>마스크/팩>마스크시트 Naverstore > 화장품/미용 > 마스크/팩 > 마스크시트'</li><li>'클리어 임프루브먼트 엑티브 차콜 마스크 75ml (#M)뷰티>화장품/향수>스킨케어>팩/마스크 CJmall > 뷰티 > 화장품/향수 > 스킨케어 > 팩/마스크'</li><li>'바세린 영양 시트 마스크23ml 10매X2 MinSellAmount (#M)화장품/향수>팩/마스크>마스크시트 Gmarket > 뷰티 > 화장품/향수 > 팩/마스크 > 마스크시트'</li></ul> |
## Evaluation
### Metrics
| Label | Accuracy |
|:--------|:---------|
| **all** | 0.9742 |
## Uses
### Direct Use for Inference
First install the SetFit library:
```bash
pip install setfit
```
Then you can load this model and run inference.
```python
from setfit import SetFitModel
# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("mini1013/master_main_item_top_bt")
# Run inference
preds = model("헤라 메이크업 픽서 (110ml) LotteOn > 뷰티 > 스킨케어 > 미스트 LotteOn > 뷰티 > 스킨케어 > 미스트")
```
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### Downstream Use
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### Out-of-Scope Use
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## Bias, Risks and Limitations
*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
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## Training Details
### Training Set Metrics
| Training set | Min | Median | Max |
|:-------------|:----|:--------|:----|
| Word count | 10 | 21.9195 | 91 |
| Label | Training Sample Count |
|:------|:----------------------|
| 0 | 50 |
| 1 | 514 |
| 2 | 200 |
| 3 | 200 |
| 4 | 746 |
| 5 | 350 |
| 6 | 350 |
| 7 | 600 |
| 8 | 249 |
| 9 | 550 |
| 10 | 350 |
| 11 | 200 |
| 12 | 350 |
| 13 | 496 |
### Training Hyperparameters
- batch_size: (64, 64)
- num_epochs: (30, 30)
- max_steps: -1
- sampling_strategy: oversampling
- num_iterations: 100
- body_learning_rate: (2e-05, 1e-05)
- head_learning_rate: 0.01
- loss: CosineSimilarityLoss
- distance_metric: cosine_distance
- margin: 0.25
- end_to_end: False
- use_amp: False
- warmup_proportion: 0.1
- l2_weight: 0.01
- seed: 42
- eval_max_steps: -1
- load_best_model_at_end: False
### Training Results
| Epoch | Step | Training Loss | Validation Loss |
|:-------:|:------:|:-------------:|:---------------:|
| 0.0001 | 1 | 0.3213 | - |
| 0.0061 | 50 | 0.3448 | - |
| 0.0123 | 100 | 0.3538 | - |
| 0.0184 | 150 | 0.3436 | - |
| 0.0246 | 200 | 0.3537 | - |
| 0.0307 | 250 | 0.3403 | - |
| 0.0369 | 300 | 0.3446 | - |
| 0.0430 | 350 | 0.3437 | - |
| 0.0492 | 400 | 0.3368 | - |
| 0.0553 | 450 | 0.3344 | - |
| 0.0615 | 500 | 0.3235 | - |
| 0.0676 | 550 | 0.324 | - |
| 0.0738 | 600 | 0.3107 | - |
| 0.0799 | 650 | 0.332 | - |
| 0.0861 | 700 | 0.3147 | - |
| 0.0922 | 750 | 0.2985 | - |
| 0.0984 | 800 | 0.2989 | - |
| 0.1045 | 850 | 0.2885 | - |
| 0.1107 | 900 | 0.2791 | - |
| 0.1168 | 950 | 0.2787 | - |
| 0.1230 | 1000 | 0.2647 | - |
| 0.1291 | 1050 | 0.2546 | - |
| 0.1353 | 1100 | 0.243 | - |
| 0.1414 | 1150 | 0.232 | - |
| 0.1475 | 1200 | 0.2172 | - |
| 0.1537 | 1250 | 0.2114 | - |
| 0.1598 | 1300 | 0.1996 | - |
| 0.1660 | 1350 | 0.2017 | - |
| 0.1721 | 1400 | 0.194 | - |
| 0.1783 | 1450 | 0.1875 | - |
| 0.1844 | 1500 | 0.1961 | - |
| 0.1906 | 1550 | 0.1897 | - |
| 0.1967 | 1600 | 0.1869 | - |
| 0.2029 | 1650 | 0.1877 | - |
| 0.2090 | 1700 | 0.181 | - |
| 0.2152 | 1750 | 0.1817 | - |
| 0.2213 | 1800 | 0.185 | - |
| 0.2275 | 1850 | 0.1818 | - |
| 0.2336 | 1900 | 0.1761 | - |
| 0.2398 | 1950 | 0.1788 | - |
| 0.2459 | 2000 | 0.1782 | - |
| 0.2521 | 2050 | 0.1728 | - |
| 0.2582 | 2100 | 0.1718 | - |
| 0.2644 | 2150 | 0.1724 | - |
| 0.2705 | 2200 | 0.1668 | - |
| 0.2767 | 2250 | 0.1664 | - |
| 0.2828 | 2300 | 0.1699 | - |
| 0.2889 | 2350 | 0.1663 | - |
| 0.2951 | 2400 | 0.1599 | - |
| 0.3012 | 2450 | 0.1656 | - |
| 0.3074 | 2500 | 0.1615 | - |
| 0.3135 | 2550 | 0.1571 | - |
| 0.3197 | 2600 | 0.1579 | - |
| 0.3258 | 2650 | 0.1545 | - |
| 0.3320 | 2700 | 0.1578 | - |
| 0.3381 | 2750 | 0.1501 | - |
| 0.3443 | 2800 | 0.1614 | - |
| 0.3504 | 2850 | 0.1521 | - |
| 0.3566 | 2900 | 0.1546 | - |
| 0.3627 | 2950 | 0.1552 | - |
| 0.3689 | 3000 | 0.1509 | - |
| 0.3750 | 3050 | 0.1442 | - |
| 0.3812 | 3100 | 0.1435 | - |
| 0.3873 | 3150 | 0.1456 | - |
| 0.3935 | 3200 | 0.1429 | - |
| 0.3996 | 3250 | 0.1443 | - |
| 0.4058 | 3300 | 0.1432 | - |
| 0.4119 | 3350 | 0.1389 | - |
| 0.4180 | 3400 | 0.1387 | - |
| 0.4242 | 3450 | 0.1336 | - |
| 0.4303 | 3500 | 0.1387 | - |
| 0.4365 | 3550 | 0.1331 | - |
| 0.4426 | 3600 | 0.1361 | - |
| 0.4488 | 3650 | 0.1379 | - |
| 0.4549 | 3700 | 0.1287 | - |
| 0.4611 | 3750 | 0.1355 | - |
| 0.4672 | 3800 | 0.1279 | - |
| 0.4734 | 3850 | 0.1256 | - |
| 0.4795 | 3900 | 0.1225 | - |
| 0.4857 | 3950 | 0.1279 | - |
| 0.4918 | 4000 | 0.1198 | - |
| 0.4980 | 4050 | 0.1216 | - |
| 0.5041 | 4100 | 0.1181 | - |
| 0.5103 | 4150 | 0.1185 | - |
| 0.5164 | 4200 | 0.1166 | - |
| 0.5226 | 4250 | 0.1121 | - |
| 0.5287 | 4300 | 0.1161 | - |
| 0.5349 | 4350 | 0.1146 | - |
| 0.5410 | 4400 | 0.1111 | - |
| 0.5472 | 4450 | 0.1064 | - |
| 0.5533 | 4500 | 0.1076 | - |
| 0.5594 | 4550 | 0.1035 | - |
| 0.5656 | 4600 | 0.1016 | - |
| 0.5717 | 4650 | 0.0984 | - |
| 0.5779 | 4700 | 0.1051 | - |
| 0.5840 | 4750 | 0.0962 | - |
| 0.5902 | 4800 | 0.0928 | - |
| 0.5963 | 4850 | 0.094 | - |
| 0.6025 | 4900 | 0.0889 | - |
| 0.6086 | 4950 | 0.0881 | - |
| 0.6148 | 5000 | 0.0926 | - |
| 0.6209 | 5050 | 0.0975 | - |
| 0.6271 | 5100 | 0.0851 | - |
| 0.6332 | 5150 | 0.0916 | - |
| 0.6394 | 5200 | 0.087 | - |
| 0.6455 | 5250 | 0.086 | - |
| 0.6517 | 5300 | 0.0865 | - |
| 0.6578 | 5350 | 0.0804 | - |
| 0.6640 | 5400 | 0.0805 | - |
| 0.6701 | 5450 | 0.0815 | - |
| 0.6763 | 5500 | 0.078 | - |
| 0.6824 | 5550 | 0.079 | - |
| 0.6886 | 5600 | 0.0736 | - |
| 0.6947 | 5650 | 0.0763 | - |
| 0.7008 | 5700 | 0.0766 | - |
| 0.7070 | 5750 | 0.075 | - |
| 0.7131 | 5800 | 0.072 | - |
| 0.7193 | 5850 | 0.0731 | - |
| 0.7254 | 5900 | 0.071 | - |
| 0.7316 | 5950 | 0.0681 | - |
| 0.7377 | 6000 | 0.0682 | - |
| 0.7439 | 6050 | 0.0677 | - |
| 0.7500 | 6100 | 0.0673 | - |
| 0.7562 | 6150 | 0.059 | - |
| 0.7623 | 6200 | 0.0619 | - |
| 0.7685 | 6250 | 0.061 | - |
| 0.7746 | 6300 | 0.0598 | - |
| 0.7808 | 6350 | 0.0582 | - |
| 0.7869 | 6400 | 0.0559 | - |
| 0.7931 | 6450 | 0.0582 | - |
| 0.7992 | 6500 | 0.0592 | - |
| 0.8054 | 6550 | 0.0563 | - |
| 0.8115 | 6600 | 0.0565 | - |
| 0.8177 | 6650 | 0.0508 | - |
| 0.8238 | 6700 | 0.0535 | - |
| 0.8300 | 6750 | 0.0513 | - |
| 0.8361 | 6800 | 0.0492 | - |
| 0.8422 | 6850 | 0.0497 | - |
| 0.8484 | 6900 | 0.0546 | - |
| 0.8545 | 6950 | 0.0515 | - |
| 0.8607 | 7000 | 0.0488 | - |
| 0.8668 | 7050 | 0.0461 | - |
| 0.8730 | 7100 | 0.0431 | - |
| 0.8791 | 7150 | 0.0446 | - |
| 0.8853 | 7200 | 0.0447 | - |
| 0.8914 | 7250 | 0.0453 | - |
| 0.8976 | 7300 | 0.0424 | - |
| 0.9037 | 7350 | 0.0403 | - |
| 0.9099 | 7400 | 0.0437 | - |
| 0.9160 | 7450 | 0.0438 | - |
| 0.9222 | 7500 | 0.039 | - |
| 0.9283 | 7550 | 0.0411 | - |
| 0.9345 | 7600 | 0.0389 | - |
| 0.9406 | 7650 | 0.0356 | - |
| 0.9468 | 7700 | 0.0387 | - |
| 0.9529 | 7750 | 0.0363 | - |
| 0.9591 | 7800 | 0.0368 | - |
| 0.9652 | 7850 | 0.0366 | - |
| 0.9714 | 7900 | 0.0348 | - |
| 0.9775 | 7950 | 0.033 | - |
| 0.9836 | 8000 | 0.0345 | - |
| 0.9898 | 8050 | 0.032 | - |
| 0.9959 | 8100 | 0.0336 | - |
| 1.0021 | 8150 | 0.0314 | - |
| 1.0082 | 8200 | 0.0324 | - |
| 1.0144 | 8250 | 0.0298 | - |
| 1.0205 | 8300 | 0.0325 | - |
| 1.0267 | 8350 | 0.029 | - |
| 1.0328 | 8400 | 0.0268 | - |
| 1.0390 | 8450 | 0.028 | - |
| 1.0451 | 8500 | 0.0313 | - |
| 1.0513 | 8550 | 0.0281 | - |
| 1.0574 | 8600 | 0.0273 | - |
| 1.0636 | 8650 | 0.0276 | - |
| 1.0697 | 8700 | 0.0265 | - |
| 1.0759 | 8750 | 0.0274 | - |
| 1.0820 | 8800 | 0.0248 | - |
| 1.0882 | 8850 | 0.0256 | - |
| 1.0943 | 8900 | 0.0255 | - |
| 1.1005 | 8950 | 0.0279 | - |
| 1.1066 | 9000 | 0.0241 | - |
| 1.1128 | 9050 | 0.0249 | - |
| 1.1189 | 9100 | 0.0247 | - |
| 1.1250 | 9150 | 0.021 | - |
| 1.1312 | 9200 | 0.0222 | - |
| 1.1373 | 9250 | 0.0233 | - |
| 1.1435 | 9300 | 0.0255 | - |
| 1.1496 | 9350 | 0.0257 | - |
| 1.1558 | 9400 | 0.0228 | - |
| 1.1619 | 9450 | 0.0227 | - |
| 1.1681 | 9500 | 0.0223 | - |
| 1.1742 | 9550 | 0.022 | - |
| 1.1804 | 9600 | 0.0226 | - |
| 1.1865 | 9650 | 0.0197 | - |
| 1.1927 | 9700 | 0.0196 | - |
| 1.1988 | 9750 | 0.0224 | - |
| 1.2050 | 9800 | 0.023 | - |
| 1.2111 | 9850 | 0.02 | - |
| 1.2173 | 9900 | 0.0237 | - |
| 1.2234 | 9950 | 0.0193 | - |
| 1.2296 | 10000 | 0.0196 | - |
| 1.2357 | 10050 | 0.0202 | - |
| 1.2419 | 10100 | 0.0189 | - |
| 1.2480 | 10150 | 0.0216 | - |
| 1.2541 | 10200 | 0.0165 | - |
| 1.2603 | 10250 | 0.0186 | - |
| 1.2664 | 10300 | 0.0185 | - |
| 1.2726 | 10350 | 0.0236 | - |
| 1.2787 | 10400 | 0.019 | - |
| 1.2849 | 10450 | 0.0173 | - |
| 1.2910 | 10500 | 0.0208 | - |
| 1.2972 | 10550 | 0.0189 | - |
| 1.3033 | 10600 | 0.0182 | - |
| 1.3095 | 10650 | 0.0191 | - |
| 1.3156 | 10700 | 0.0205 | - |
| 1.3218 | 10750 | 0.0193 | - |
| 1.3279 | 10800 | 0.0185 | - |
| 1.3341 | 10850 | 0.0206 | - |
| 1.3402 | 10900 | 0.0187 | - |
| 1.3464 | 10950 | 0.0142 | - |
| 1.3525 | 11000 | 0.02 | - |
| 1.3587 | 11050 | 0.0161 | - |
| 1.3648 | 11100 | 0.0184 | - |
| 1.3710 | 11150 | 0.0158 | - |
| 1.3771 | 11200 | 0.0165 | - |
| 1.3833 | 11250 | 0.0182 | - |
| 1.3894 | 11300 | 0.0159 | - |
| 1.3955 | 11350 | 0.016 | - |
| 1.4017 | 11400 | 0.0185 | - |
| 1.4078 | 11450 | 0.0174 | - |
| 1.4140 | 11500 | 0.0157 | - |
| 1.4201 | 11550 | 0.017 | - |
| 1.4263 | 11600 | 0.0159 | - |
| 1.4324 | 11650 | 0.0173 | - |
| 1.4386 | 11700 | 0.0152 | - |
| 1.4447 | 11750 | 0.016 | - |
| 1.4509 | 11800 | 0.0135 | - |
| 1.4570 | 11850 | 0.0146 | - |
| 1.4632 | 11900 | 0.0122 | - |
| 1.4693 | 11950 | 0.0156 | - |
| 1.4755 | 12000 | 0.0132 | - |
| 1.4816 | 12050 | 0.0137 | - |
| 1.4878 | 12100 | 0.0157 | - |
| 1.4939 | 12150 | 0.0171 | - |
| 1.5001 | 12200 | 0.0155 | - |
| 1.5062 | 12250 | 0.0135 | - |
| 1.5124 | 12300 | 0.0119 | - |
| 1.5185 | 12350 | 0.0132 | - |
| 1.5247 | 12400 | 0.0139 | - |
| 1.5308 | 12450 | 0.0137 | - |
| 1.5369 | 12500 | 0.0156 | - |
| 1.5431 | 12550 | 0.0158 | - |
| 1.5492 | 12600 | 0.0165 | - |
| 1.5554 | 12650 | 0.0142 | - |
| 1.5615 | 12700 | 0.0148 | - |
| 1.5677 | 12750 | 0.0122 | - |
| 1.5738 | 12800 | 0.0129 | - |
| 1.5800 | 12850 | 0.0116 | - |
| 1.5861 | 12900 | 0.0119 | - |
| 1.5923 | 12950 | 0.0096 | - |
| 1.5984 | 13000 | 0.0119 | - |
| 1.6046 | 13050 | 0.0142 | - |
| 1.6107 | 13100 | 0.0081 | - |
| 1.6169 | 13150 | 0.0117 | - |
| 1.6230 | 13200 | 0.0102 | - |
| 1.6292 | 13250 | 0.0105 | - |
| 1.6353 | 13300 | 0.0115 | - |
| 1.6415 | 13350 | 0.01 | - |
| 1.6476 | 13400 | 0.0093 | - |
| 1.6538 | 13450 | 0.0097 | - |
| 1.6599 | 13500 | 0.0113 | - |
| 1.6661 | 13550 | 0.0086 | - |
| 1.6722 | 13600 | 0.0118 | - |
| 1.6783 | 13650 | 0.0096 | - |
| 1.6845 | 13700 | 0.0082 | - |
| 1.6906 | 13750 | 0.0095 | - |
| 1.6968 | 13800 | 0.0102 | - |
| 1.7029 | 13850 | 0.0118 | - |
| 1.7091 | 13900 | 0.0112 | - |
| 1.7152 | 13950 | 0.009 | - |
| 1.7214 | 14000 | 0.0111 | - |
| 1.7275 | 14050 | 0.0093 | - |
| 1.7337 | 14100 | 0.008 | - |
| 1.7398 | 14150 | 0.0084 | - |
| 1.7460 | 14200 | 0.0082 | - |
| 1.7521 | 14250 | 0.0088 | - |
| 1.7583 | 14300 | 0.0122 | - |
| 1.7644 | 14350 | 0.0087 | - |
| 1.7706 | 14400 | 0.0084 | - |
| 1.7767 | 14450 | 0.0073 | - |
| 1.7829 | 14500 | 0.0079 | - |
| 1.7890 | 14550 | 0.0064 | - |
| 1.7952 | 14600 | 0.0069 | - |
| 1.8013 | 14650 | 0.0083 | - |
| 1.8075 | 14700 | 0.0071 | - |
| 1.8136 | 14750 | 0.0066 | - |
| 1.8197 | 14800 | 0.0086 | - |
| 1.8259 | 14850 | 0.0091 | - |
| 1.8320 | 14900 | 0.008 | - |
| 1.8382 | 14950 | 0.0071 | - |
| 1.8443 | 15000 | 0.0072 | - |
| 1.8505 | 15050 | 0.0077 | - |
| 1.8566 | 15100 | 0.0086 | - |
| 1.8628 | 15150 | 0.0066 | - |
| 1.8689 | 15200 | 0.007 | - |
| 1.8751 | 15250 | 0.0065 | - |
| 1.8812 | 15300 | 0.0073 | - |
| 1.8874 | 15350 | 0.0074 | - |
| 1.8935 | 15400 | 0.0063 | - |
| 1.8997 | 15450 | 0.0064 | - |
| 1.9058 | 15500 | 0.0067 | - |
| 1.9120 | 15550 | 0.0081 | - |
| 1.9181 | 15600 | 0.0083 | - |
| 1.9243 | 15650 | 0.0068 | - |
| 1.9304 | 15700 | 0.005 | - |
| 1.9366 | 15750 | 0.0055 | - |
| 1.9427 | 15800 | 0.0061 | - |
| 1.9489 | 15850 | 0.0057 | - |
| 1.9550 | 15900 | 0.0056 | - |
| 1.9611 | 15950 | 0.0057 | - |
| 1.9673 | 16000 | 0.0059 | - |
| 1.9734 | 16050 | 0.0046 | - |
| 1.9796 | 16100 | 0.0077 | - |
| 1.9857 | 16150 | 0.0067 | - |
| 1.9919 | 16200 | 0.0067 | - |
| 1.9980 | 16250 | 0.007 | - |
| 2.0042 | 16300 | 0.0055 | - |
| 2.0103 | 16350 | 0.0049 | - |
| 2.0165 | 16400 | 0.0075 | - |
| 2.0226 | 16450 | 0.0064 | - |
| 2.0288 | 16500 | 0.0062 | - |
| 2.0349 | 16550 | 0.006 | - |
| 2.0411 | 16600 | 0.006 | - |
| 2.0472 | 16650 | 0.0054 | - |
| 2.0534 | 16700 | 0.0056 | - |
| 2.0595 | 16750 | 0.0047 | - |
| 2.0657 | 16800 | 0.0068 | - |
| 2.0718 | 16850 | 0.0056 | - |
| 2.0780 | 16900 | 0.0055 | - |
| 2.0841 | 16950 | 0.0056 | - |
| 2.0902 | 17000 | 0.0046 | - |
| 2.0964 | 17050 | 0.0048 | - |
| 2.1025 | 17100 | 0.0067 | - |
| 2.1087 | 17150 | 0.0038 | - |
| 2.1148 | 17200 | 0.0051 | - |
| 2.1210 | 17250 | 0.004 | - |
| 2.1271 | 17300 | 0.0054 | - |
| 2.1333 | 17350 | 0.0053 | - |
| 2.1394 | 17400 | 0.0041 | - |
| 2.1456 | 17450 | 0.0048 | - |
| 2.1517 | 17500 | 0.0032 | - |
| 2.1579 | 17550 | 0.0043 | - |
| 2.1640 | 17600 | 0.0046 | - |
| 2.1702 | 17650 | 0.0047 | - |
| 2.1763 | 17700 | 0.0035 | - |
| 2.1825 | 17750 | 0.0033 | - |
| 2.1886 | 17800 | 0.0043 | - |
| 2.1948 | 17850 | 0.0042 | - |
| 2.2009 | 17900 | 0.0033 | - |
| 2.2071 | 17950 | 0.0059 | - |
| 2.2132 | 18000 | 0.0054 | - |
| 2.2194 | 18050 | 0.0042 | - |
| 2.2255 | 18100 | 0.0034 | - |
| 2.2316 | 18150 | 0.0043 | - |
| 2.2378 | 18200 | 0.0052 | - |
| 2.2439 | 18250 | 0.005 | - |
| 2.2501 | 18300 | 0.0061 | - |
| 2.2562 | 18350 | 0.0057 | - |
| 2.2624 | 18400 | 0.0043 | - |
| 2.2685 | 18450 | 0.0044 | - |
| 2.2747 | 18500 | 0.0038 | - |
| 2.2808 | 18550 | 0.0045 | - |
| 2.2870 | 18600 | 0.0043 | - |
| 2.2931 | 18650 | 0.0042 | - |
| 2.2993 | 18700 | 0.0037 | - |
| 2.3054 | 18750 | 0.0042 | - |
| 2.3116 | 18800 | 0.0039 | - |
| 2.3177 | 18850 | 0.0041 | - |
| 2.3239 | 18900 | 0.004 | - |
| 2.3300 | 18950 | 0.0033 | - |
| 2.3362 | 19000 | 0.003 | - |
| 2.3423 | 19050 | 0.0044 | - |
| 2.3485 | 19100 | 0.003 | - |
| 2.3546 | 19150 | 0.0039 | - |
| 2.3608 | 19200 | 0.0019 | - |
| 2.3669 | 19250 | 0.0025 | - |
| 2.3730 | 19300 | 0.0035 | - |
| 2.3792 | 19350 | 0.0032 | - |
| 2.3853 | 19400 | 0.0033 | - |
| 2.3915 | 19450 | 0.004 | - |
| 2.3976 | 19500 | 0.0042 | - |
| 2.4038 | 19550 | 0.0041 | - |
| 2.4099 | 19600 | 0.0044 | - |
| 2.4161 | 19650 | 0.0024 | - |
| 2.4222 | 19700 | 0.002 | - |
| 2.4284 | 19750 | 0.0035 | - |
| 2.4345 | 19800 | 0.0022 | - |
| 2.4407 | 19850 | 0.0047 | - |
| 2.4468 | 19900 | 0.003 | - |
| 2.4530 | 19950 | 0.0028 | - |
| 2.4591 | 20000 | 0.0024 | - |
| 2.4653 | 20050 | 0.0018 | - |
| 2.4714 | 20100 | 0.0027 | - |
| 2.4776 | 20150 | 0.0022 | - |
| 2.4837 | 20200 | 0.0023 | - |
| 2.4899 | 20250 | 0.0024 | - |
| 2.4960 | 20300 | 0.0022 | - |
| 2.5022 | 20350 | 0.0023 | - |
| 2.5083 | 20400 | 0.0022 | - |
| 2.5144 | 20450 | 0.0018 | - |
| 2.5206 | 20500 | 0.0025 | - |
| 2.5267 | 20550 | 0.0035 | - |
| 2.5329 | 20600 | 0.0024 | - |
| 2.5390 | 20650 | 0.0028 | - |
| 2.5452 | 20700 | 0.0021 | - |
| 2.5513 | 20750 | 0.0019 | - |
| 2.5575 | 20800 | 0.0041 | - |
| 2.5636 | 20850 | 0.0028 | - |
| 2.5698 | 20900 | 0.0013 | - |
| 2.5759 | 20950 | 0.0034 | - |
| 2.5821 | 21000 | 0.0023 | - |
| 2.5882 | 21050 | 0.0023 | - |
| 2.5944 | 21100 | 0.0031 | - |
| 2.6005 | 21150 | 0.0017 | - |
| 2.6067 | 21200 | 0.0021 | - |
| 2.6128 | 21250 | 0.003 | - |
| 2.6190 | 21300 | 0.003 | - |
| 2.6251 | 21350 | 0.0022 | - |
| 2.6313 | 21400 | 0.0016 | - |
| 2.6374 | 21450 | 0.0013 | - |
| 2.6436 | 21500 | 0.0005 | - |
| 2.6497 | 21550 | 0.0014 | - |
| 2.6558 | 21600 | 0.0025 | - |
| 2.6620 | 21650 | 0.001 | - |
| 2.6681 | 21700 | 0.001 | - |
| 2.6743 | 21750 | 0.0011 | - |
| 2.6804 | 21800 | 0.0008 | - |
| 2.6866 | 21850 | 0.0019 | - |
| 2.6927 | 21900 | 0.0024 | - |
| 2.6989 | 21950 | 0.0024 | - |
| 2.7050 | 22000 | 0.0029 | - |
| 2.7112 | 22050 | 0.0026 | - |
| 2.7173 | 22100 | 0.0028 | - |
| 2.7235 | 22150 | 0.0022 | - |
| 2.7296 | 22200 | 0.0038 | - |
| 2.7358 | 22250 | 0.0031 | - |
| 2.7419 | 22300 | 0.0031 | - |
| 2.7481 | 22350 | 0.0038 | - |
| 2.7542 | 22400 | 0.003 | - |
| 2.7604 | 22450 | 0.0033 | - |
| 2.7665 | 22500 | 0.0028 | - |
| 2.7727 | 22550 | 0.0022 | - |
| 2.7788 | 22600 | 0.0032 | - |
| 2.7850 | 22650 | 0.0027 | - |
| 2.7911 | 22700 | 0.0022 | - |
| 2.7972 | 22750 | 0.0022 | - |
| 2.8034 | 22800 | 0.0025 | - |
| 2.8095 | 22850 | 0.0016 | - |
| 2.8157 | 22900 | 0.0015 | - |
| 2.8218 | 22950 | 0.0016 | - |
| 2.8280 | 23000 | 0.0017 | - |
| 2.8341 | 23050 | 0.0018 | - |
| 2.8403 | 23100 | 0.0012 | - |
| 2.8464 | 23150 | 0.0009 | - |
| 2.8526 | 23200 | 0.0011 | - |
| 2.8587 | 23250 | 0.0008 | - |
| 2.8649 | 23300 | 0.0004 | - |
| 2.8710 | 23350 | 0.0009 | - |
| 2.8772 | 23400 | 0.0015 | - |
| 2.8833 | 23450 | 0.0011 | - |
| 2.8895 | 23500 | 0.0011 | - |
| 2.8956 | 23550 | 0.0011 | - |
| 2.9018 | 23600 | 0.0011 | - |
| 2.9079 | 23650 | 0.0011 | - |
| 2.9141 | 23700 | 0.0008 | - |
| 2.9202 | 23750 | 0.0008 | - |
| 2.9263 | 23800 | 0.0012 | - |
| 2.9325 | 23850 | 0.0028 | - |
| 2.9386 | 23900 | 0.0012 | - |
| 2.9448 | 23950 | 0.0026 | - |
| 2.9509 | 24000 | 0.0017 | - |
| 2.9571 | 24050 | 0.0026 | - |
| 2.9632 | 24100 | 0.0016 | - |
| 2.9694 | 24150 | 0.0016 | - |
| 2.9755 | 24200 | 0.0055 | - |
| 2.9817 | 24250 | 0.0039 | - |
| 2.9878 | 24300 | 0.003 | - |
| 2.9940 | 24350 | 0.0031 | - |
| 3.0001 | 24400 | 0.0026 | - |
| 3.0063 | 24450 | 0.0024 | - |
| 3.0124 | 24500 | 0.0021 | - |
| 3.0186 | 24550 | 0.0019 | - |
| 3.0247 | 24600 | 0.0025 | - |
| 3.0309 | 24650 | 0.0036 | - |
| 3.0370 | 24700 | 0.0023 | - |
| 3.0432 | 24750 | 0.0014 | - |
| 3.0493 | 24800 | 0.002 | - |
| 3.0555 | 24850 | 0.0022 | - |
| 3.0616 | 24900 | 0.0019 | - |
| 3.0677 | 24950 | 0.0022 | - |
| 3.0739 | 25000 | 0.0022 | - |
| 3.0800 | 25050 | 0.0022 | - |
| 3.0862 | 25100 | 0.0022 | - |
| 3.0923 | 25150 | 0.001 | - |
| 3.0985 | 25200 | 0.0027 | - |
| 3.1046 | 25250 | 0.0018 | - |
| 3.1108 | 25300 | 0.002 | - |
| 3.1169 | 25350 | 0.0021 | - |
| 3.1231 | 25400 | 0.0014 | - |
| 3.1292 | 25450 | 0.0017 | - |
| 3.1354 | 25500 | 0.001 | - |
| 3.1415 | 25550 | 0.0015 | - |
| 3.1477 | 25600 | 0.0013 | - |
| 3.1538 | 25650 | 0.0015 | - |
| 3.1600 | 25700 | 0.0016 | - |
| 3.1661 | 25750 | 0.0007 | - |
| 3.1723 | 25800 | 0.001 | - |
| 3.1784 | 25850 | 0.0005 | - |
| 3.1846 | 25900 | 0.001 | - |
| 3.1907 | 25950 | 0.0007 | - |
| 3.1969 | 26000 | 0.0017 | - |
| 3.2030 | 26050 | 0.0014 | - |
| 3.2091 | 26100 | 0.0008 | - |
| 3.2153 | 26150 | 0.0011 | - |
| 3.2214 | 26200 | 0.002 | - |
| 3.2276 | 26250 | 0.0018 | - |
| 3.2337 | 26300 | 0.0013 | - |
| 3.2399 | 26350 | 0.0013 | - |
| 3.2460 | 26400 | 0.0014 | - |
| 3.2522 | 26450 | 0.0021 | - |
| 3.2583 | 26500 | 0.0015 | - |
| 3.2645 | 26550 | 0.0021 | - |
| 3.2706 | 26600 | 0.0021 | - |
| 3.2768 | 26650 | 0.0018 | - |
| 3.2829 | 26700 | 0.0036 | - |
| 3.2891 | 26750 | 0.0026 | - |
| 3.2952 | 26800 | 0.0023 | - |
| 3.3014 | 26850 | 0.003 | - |
| 3.3075 | 26900 | 0.0018 | - |
| 3.3137 | 26950 | 0.0024 | - |
| 3.3198 | 27000 | 0.0013 | - |
| 3.3260 | 27050 | 0.0016 | - |
| 3.3321 | 27100 | 0.0011 | - |
| 3.3383 | 27150 | 0.0014 | - |
| 3.3444 | 27200 | 0.0018 | - |
| 3.3505 | 27250 | 0.0017 | - |
| 3.3567 | 27300 | 0.0014 | - |
| 3.3628 | 27350 | 0.0019 | - |
| 3.3690 | 27400 | 0.0016 | - |
| 3.3751 | 27450 | 0.0012 | - |
| 3.3813 | 27500 | 0.0008 | - |
| 3.3874 | 27550 | 0.0015 | - |
| 3.3936 | 27600 | 0.0007 | - |
| 3.3997 | 27650 | 0.0001 | - |
| 3.4059 | 27700 | 0.0007 | - |
| 3.4120 | 27750 | 0.0012 | - |
| 3.4182 | 27800 | 0.0015 | - |
| 3.4243 | 27850 | 0.0014 | - |
| 3.4305 | 27900 | 0.002 | - |
| 3.4366 | 27950 | 0.0011 | - |
| 3.4428 | 28000 | 0.0012 | - |
| 3.4489 | 28050 | 0.0009 | - |
| 3.4551 | 28100 | 0.001 | - |
| 3.4612 | 28150 | 0.0015 | - |
| 3.4674 | 28200 | 0.0019 | - |
| 3.4735 | 28250 | 0.0018 | - |
| 3.4797 | 28300 | 0.0016 | - |
| 3.4858 | 28350 | 0.002 | - |
| 3.4919 | 28400 | 0.0032 | - |
| 3.4981 | 28450 | 0.0044 | - |
| 3.5042 | 28500 | 0.0035 | - |
| 3.5104 | 28550 | 0.0026 | - |
| 3.5165 | 28600 | 0.0032 | - |
| 3.5227 | 28650 | 0.0034 | - |
| 3.5288 | 28700 | 0.0033 | - |
| 3.5350 | 28750 | 0.0037 | - |
| 3.5411 | 28800 | 0.0028 | - |
| 3.5473 | 28850 | 0.0025 | - |
| 3.5534 | 28900 | 0.0021 | - |
| 3.5596 | 28950 | 0.0022 | - |
| 3.5657 | 29000 | 0.0018 | - |
| 3.5719 | 29050 | 0.0022 | - |
| 3.5780 | 29100 | 0.0016 | - |
| 3.5842 | 29150 | 0.0009 | - |
| 3.5903 | 29200 | 0.0009 | - |
| 3.5965 | 29250 | 0.0017 | - |
| 3.6026 | 29300 | 0.0012 | - |
| 3.6088 | 29350 | 0.0012 | - |
| 3.6149 | 29400 | 0.0015 | - |
| 3.6211 | 29450 | 0.0009 | - |
| 3.6272 | 29500 | 0.0022 | - |
| 3.6333 | 29550 | 0.0021 | - |
| 3.6395 | 29600 | 0.001 | - |
| 3.6456 | 29650 | 0.0028 | - |
| 3.6518 | 29700 | 0.0016 | - |
| 3.6579 | 29750 | 0.0022 | - |
| 3.6641 | 29800 | 0.0017 | - |
| 3.6702 | 29850 | 0.0018 | - |
| 3.6764 | 29900 | 0.0017 | - |
| 3.6825 | 29950 | 0.0011 | - |
| 3.6887 | 30000 | 0.0005 | - |
| 3.6948 | 30050 | 0.0012 | - |
| 3.7010 | 30100 | 0.0014 | - |
| 3.7071 | 30150 | 0.0017 | - |
| 3.7133 | 30200 | 0.0006 | - |
| 3.7194 | 30250 | 0.0005 | - |
| 3.7256 | 30300 | 0.0007 | - |
| 3.7317 | 30350 | 0.0016 | - |
| 3.7379 | 30400 | 0.0019 | - |
| 3.7440 | 30450 | 0.0016 | - |
| 3.7502 | 30500 | 0.0016 | - |
| 3.7563 | 30550 | 0.0011 | - |
| 3.7624 | 30600 | 0.0026 | - |
| 3.7686 | 30650 | 0.0012 | - |
| 3.7747 | 30700 | 0.0014 | - |
| 3.7809 | 30750 | 0.0012 | - |
| 3.7870 | 30800 | 0.002 | - |
| 3.7932 | 30850 | 0.0014 | - |
| 3.7993 | 30900 | 0.0012 | - |
| 3.8055 | 30950 | 0.001 | - |
| 3.8116 | 31000 | 0.0017 | - |
| 3.8178 | 31050 | 0.0013 | - |
| 3.8239 | 31100 | 0.0017 | - |
| 3.8301 | 31150 | 0.0018 | - |
| 3.8362 | 31200 | 0.0009 | - |
| 3.8424 | 31250 | 0.0018 | - |
| 3.8485 | 31300 | 0.0019 | - |
| 3.8547 | 31350 | 0.0017 | - |
| 3.8608 | 31400 | 0.0013 | - |
| 3.8670 | 31450 | 0.0046 | - |
| 3.8731 | 31500 | 0.0026 | - |
| 3.8793 | 31550 | 0.0019 | - |
| 3.8854 | 31600 | 0.0019 | - |
| 3.8916 | 31650 | 0.0014 | - |
| 3.8977 | 31700 | 0.0016 | - |
| 3.9038 | 31750 | 0.0025 | - |
| 3.9100 | 31800 | 0.0034 | - |
| 3.9161 | 31850 | 0.002 | - |
| 3.9223 | 31900 | 0.0019 | - |
| 3.9284 | 31950 | 0.001 | - |
| 3.9346 | 32000 | 0.0024 | - |
| 3.9407 | 32050 | 0.0016 | - |
| 3.9469 | 32100 | 0.0015 | - |
| 3.9530 | 32150 | 0.0011 | - |
| 3.9592 | 32200 | 0.0016 | - |
| 3.9653 | 32250 | 0.0012 | - |
| 3.9715 | 32300 | 0.001 | - |
| 3.9776 | 32350 | 0.0011 | - |
| 3.9838 | 32400 | 0.0016 | - |
| 3.9899 | 32450 | 0.0026 | - |
| 3.9961 | 32500 | 0.0031 | - |
| 4.0022 | 32550 | 0.0015 | - |
| 4.0084 | 32600 | 0.0024 | - |
| 4.0145 | 32650 | 0.0021 | - |
| 4.0207 | 32700 | 0.0016 | - |
| 4.0268 | 32750 | 0.0023 | - |
| 4.0330 | 32800 | 0.0013 | - |
| 4.0391 | 32850 | 0.0019 | - |
| 4.0452 | 32900 | 0.0008 | - |
| 4.0514 | 32950 | 0.0019 | - |
| 4.0575 | 33000 | 0.0008 | - |
| 4.0637 | 33050 | 0.0012 | - |
| 4.0698 | 33100 | 0.001 | - |
| 4.0760 | 33150 | 0.0015 | - |
| 4.0821 | 33200 | 0.0005 | - |
| 4.0883 | 33250 | 0.0012 | - |
| 4.0944 | 33300 | 0.0012 | - |
| 4.1006 | 33350 | 0.0005 | - |
| 4.1067 | 33400 | 0.0006 | - |
| 4.1129 | 33450 | 0.0007 | - |
| 4.1190 | 33500 | 0.0011 | - |
| 4.1252 | 33550 | 0.0011 | - |
| 4.1313 | 33600 | 0.0015 | - |
| 4.1375 | 33650 | 0.0011 | - |
| 4.1436 | 33700 | 0.0012 | - |
| 4.1498 | 33750 | 0.0007 | - |
| 4.1559 | 33800 | 0.0006 | - |
| 4.1621 | 33850 | 0.0007 | - |
| 4.1682 | 33900 | 0.0007 | - |
| 4.1744 | 33950 | 0.0005 | - |
| 4.1805 | 34000 | 0.0006 | - |
| 4.1866 | 34050 | 0.001 | - |
| 4.1928 | 34100 | 0.0009 | - |
| 4.1989 | 34150 | 0.0004 | - |
| 4.2051 | 34200 | 0.0003 | - |
| 4.2112 | 34250 | 0.0008 | - |
| 4.2174 | 34300 | 0.0009 | - |
| 4.2235 | 34350 | 0.0002 | - |
| 4.2297 | 34400 | 0.0014 | - |
| 4.2358 | 34450 | 0.0002 | - |
| 4.2420 | 34500 | 0.0003 | - |
| 4.2481 | 34550 | 0.0005 | - |
| 4.2543 | 34600 | 0.0025 | - |
| 4.2604 | 34650 | 0.0005 | - |
| 4.2666 | 34700 | 0.0004 | - |
| 4.2727 | 34750 | 0.0009 | - |
| 4.2789 | 34800 | 0.0005 | - |
| 4.2850 | 34850 | 0.0005 | - |
| 4.2912 | 34900 | 0.0005 | - |
| 4.2973 | 34950 | 0.0008 | - |
| 4.3035 | 35000 | 0.0012 | - |
| 4.3096 | 35050 | 0.0009 | - |
| 4.3158 | 35100 | 0.0004 | - |
| 4.3219 | 35150 | 0.0016 | - |
| 4.3280 | 35200 | 0.0008 | - |
| 4.3342 | 35250 | 0.0009 | - |
| 4.3403 | 35300 | 0.0011 | - |
| 4.3465 | 35350 | 0.0005 | - |
| 4.3526 | 35400 | 0.0004 | - |
| 4.3588 | 35450 | 0.004 | - |
| 4.3649 | 35500 | 0.0023 | - |
| 4.3711 | 35550 | 0.002 | - |
| 4.3772 | 35600 | 0.0018 | - |
| 4.3834 | 35650 | 0.0022 | - |
| 4.3895 | 35700 | 0.0027 | - |
| 4.3957 | 35750 | 0.0022 | - |
| 4.4018 | 35800 | 0.0027 | - |
| 4.4080 | 35850 | 0.003 | - |
| 4.4141 | 35900 | 0.0017 | - |
| 4.4203 | 35950 | 0.0009 | - |
| 4.4264 | 36000 | 0.0027 | - |
| 4.4326 | 36050 | 0.0018 | - |
| 4.4387 | 36100 | 0.0016 | - |
| 4.4449 | 36150 | 0.0013 | - |
| 4.4510 | 36200 | 0.0019 | - |
| 4.4571 | 36250 | 0.0011 | - |
| 4.4633 | 36300 | 0.0015 | - |
| 4.4694 | 36350 | 0.0009 | - |
| 4.4756 | 36400 | 0.0007 | - |
| 4.4817 | 36450 | 0.0011 | - |
| 4.4879 | 36500 | 0.0017 | - |
| 4.4940 | 36550 | 0.001 | - |
| 4.5002 | 36600 | 0.0015 | - |
| 4.5063 | 36650 | 0.0015 | - |
| 4.5125 | 36700 | 0.0009 | - |
| 4.5186 | 36750 | 0.0005 | - |
| 4.5248 | 36800 | 0.0021 | - |
| 4.5309 | 36850 | 0.0008 | - |
| 4.5371 | 36900 | 0.0008 | - |
| 4.5432 | 36950 | 0.001 | - |
| 4.5494 | 37000 | 0.0006 | - |
| 4.5555 | 37050 | 0.0009 | - |
| 4.5617 | 37100 | 0.0005 | - |
| 4.5678 | 37150 | 0.0004 | - |
| 4.5740 | 37200 | 0.001 | - |
| 4.5801 | 37250 | 0.0013 | - |
| 4.5863 | 37300 | 0.0016 | - |
| 4.5924 | 37350 | 0.0017 | - |
| 4.5985 | 37400 | 0.0008 | - |
| 4.6047 | 37450 | 0.0005 | - |
| 4.6108 | 37500 | 0.0009 | - |
| 4.6170 | 37550 | 0.0018 | - |
| 4.6231 | 37600 | 0.0009 | - |
| 4.6293 | 37650 | 0.0006 | - |
| 4.6354 | 37700 | 0.0006 | - |
| 4.6416 | 37750 | 0.0012 | - |
| 4.6477 | 37800 | 0.0003 | - |
| 4.6539 | 37850 | 0.0003 | - |
| 4.6600 | 37900 | 0.0006 | - |
| 4.6662 | 37950 | 0.0007 | - |
| 4.6723 | 38000 | 0.0006 | - |
| 4.6785 | 38050 | 0.0011 | - |
| 4.6846 | 38100 | 0.0014 | - |
| 4.6908 | 38150 | 0.0015 | - |
| 4.6969 | 38200 | 0.0012 | - |
| 4.7031 | 38250 | 0.0021 | - |
| 4.7092 | 38300 | 0.0016 | - |
| 4.7154 | 38350 | 0.0016 | - |
| 4.7215 | 38400 | 0.0011 | - |
| 4.7277 | 38450 | 0.0009 | - |
| 4.7338 | 38500 | 0.0014 | - |
| 4.7399 | 38550 | 0.0008 | - |
| 4.7461 | 38600 | 0.0013 | - |
| 4.7522 | 38650 | 0.0007 | - |
| 4.7584 | 38700 | 0.0015 | - |
| 4.7645 | 38750 | 0.0009 | - |
| 4.7707 | 38800 | 0.0006 | - |
| 4.7768 | 38850 | 0.0009 | - |
| 4.7830 | 38900 | 0.0009 | - |
| 4.7891 | 38950 | 0.0009 | - |
| 4.7953 | 39000 | 0.0015 | - |
| 4.8014 | 39050 | 0.0015 | - |
| 4.8076 | 39100 | 0.001 | - |
| 4.8137 | 39150 | 0.0011 | - |
| 4.8199 | 39200 | 0.0007 | - |
| 4.8260 | 39250 | 0.0007 | - |
| 4.8322 | 39300 | 0.0005 | - |
| 4.8383 | 39350 | 0.0005 | - |
| 4.8445 | 39400 | 0.0002 | - |
| 4.8506 | 39450 | 0.0009 | - |
| 4.8568 | 39500 | 0.0004 | - |
| 4.8629 | 39550 | 0.0016 | - |
| 4.8691 | 39600 | 0.0014 | - |
| 4.8752 | 39650 | 0.0017 | - |
| 4.8813 | 39700 | 0.0018 | - |
| 4.8875 | 39750 | 0.0003 | - |
| 4.8936 | 39800 | 0.0017 | - |
| 4.8998 | 39850 | 0.0007 | - |
| 4.9059 | 39900 | 0.0009 | - |
| 4.9121 | 39950 | 0.0011 | - |
| 4.9182 | 40000 | 0.0014 | - |
| 4.9244 | 40050 | 0.0019 | - |
| 4.9305 | 40100 | 0.001 | - |
| 4.9367 | 40150 | 0.0006 | - |
| 4.9428 | 40200 | 0.0009 | - |
| 4.9490 | 40250 | 0.0011 | - |
| 4.9551 | 40300 | 0.0017 | - |
| 4.9613 | 40350 | 0.0007 | - |
| 4.9674 | 40400 | 0.0008 | - |
| 4.9736 | 40450 | 0.0008 | - |
| 4.9797 | 40500 | 0.0013 | - |
| 4.9859 | 40550 | 0.0014 | - |
| 4.9920 | 40600 | 0.0029 | - |
| 4.9982 | 40650 | 0.0018 | - |
| 5.0043 | 40700 | 0.0017 | - |
| 5.0105 | 40750 | 0.0013 | - |
| 5.0166 | 40800 | 0.0015 | - |
| 5.0227 | 40850 | 0.0011 | - |
| 5.0289 | 40900 | 0.001 | - |
| 5.0350 | 40950 | 0.0012 | - |
| 5.0412 | 41000 | 0.001 | - |
| 5.0473 | 41050 | 0.001 | - |
| 5.0535 | 41100 | 0.0007 | - |
| 5.0596 | 41150 | 0.0009 | - |
| 5.0658 | 41200 | 0.0007 | - |
| 5.0719 | 41250 | 0.0015 | - |
| 5.0781 | 41300 | 0.0004 | - |
| 5.0842 | 41350 | 0.0011 | - |
| 5.0904 | 41400 | 0.0005 | - |
| 5.0965 | 41450 | 0.0005 | - |
| 5.1027 | 41500 | 0.0008 | - |
| 5.1088 | 41550 | 0.0013 | - |
| 5.1150 | 41600 | 0.0009 | - |
| 5.1211 | 41650 | 0.0003 | - |
| 5.1273 | 41700 | 0.0007 | - |
| 5.1334 | 41750 | 0.0003 | - |
| 5.1396 | 41800 | 0.001 | - |
| 5.1457 | 41850 | 0.0009 | - |
| 5.1519 | 41900 | 0.0012 | - |
| 5.1580 | 41950 | 0.0019 | - |
| 5.1641 | 42000 | 0.0014 | - |
| 5.1703 | 42050 | 0.0005 | - |
| 5.1764 | 42100 | 0.0005 | - |
| 5.1826 | 42150 | 0.0008 | - |
| 5.1887 | 42200 | 0.0009 | - |
| 5.1949 | 42250 | 0.0004 | - |
| 5.2010 | 42300 | 0.0005 | - |
| 5.2072 | 42350 | 0.0002 | - |
| 5.2133 | 42400 | 0.001 | - |
| 5.2195 | 42450 | 0.0011 | - |
| 5.2256 | 42500 | 0.0009 | - |
| 5.2318 | 42550 | 0.0005 | - |
| 5.2379 | 42600 | 0.001 | - |
| 5.2441 | 42650 | 0.0007 | - |
| 5.2502 | 42700 | 0.0002 | - |
| 5.2564 | 42750 | 0.0005 | - |
| 5.2625 | 42800 | 0.0004 | - |
| 5.2687 | 42850 | 0.0005 | - |
| 5.2748 | 42900 | 0.0006 | - |
| 5.2810 | 42950 | 0.0002 | - |
| 5.2871 | 43000 | 0.0 | - |
| 5.2932 | 43050 | 0.0009 | - |
| 5.2994 | 43100 | 0.0003 | - |
| 5.3055 | 43150 | 0.0002 | - |
| 5.3117 | 43200 | 0.0014 | - |
| 5.3178 | 43250 | 0.0009 | - |
| 5.3240 | 43300 | 0.0017 | - |
| 5.3301 | 43350 | 0.001 | - |
| 5.3363 | 43400 | 0.0011 | - |
| 5.3424 | 43450 | 0.0005 | - |
| 5.3486 | 43500 | 0.0012 | - |
| 5.3547 | 43550 | 0.0005 | - |
| 5.3609 | 43600 | 0.0007 | - |
| 5.3670 | 43650 | 0.0015 | - |
| 5.3732 | 43700 | 0.0012 | - |
| 5.3793 | 43750 | 0.0017 | - |
| 5.3855 | 43800 | 0.0003 | - |
| 5.3916 | 43850 | 0.0005 | - |
| 5.3978 | 43900 | 0.0007 | - |
| 5.4039 | 43950 | 0.0011 | - |
| 5.4101 | 44000 | 0.0019 | - |
| 5.4162 | 44050 | 0.001 | - |
| 5.4224 | 44100 | 0.0012 | - |
| 5.4285 | 44150 | 0.0005 | - |
| 5.4346 | 44200 | 0.0004 | - |
| 5.4408 | 44250 | 0.0005 | - |
| 5.4469 | 44300 | 0.0003 | - |
| 5.4531 | 44350 | 0.0007 | - |
| 5.4592 | 44400 | 0.0008 | - |
| 5.4654 | 44450 | 0.0004 | - |
| 5.4715 | 44500 | 0.0005 | - |
| 5.4777 | 44550 | 0.0011 | - |
| 5.4838 | 44600 | 0.0009 | - |
| 5.4900 | 44650 | 0.0007 | - |
| 5.4961 | 44700 | 0.0 | - |
| 5.5023 | 44750 | 0.0007 | - |
| 5.5084 | 44800 | 0.0004 | - |
| 5.5146 | 44850 | 0.0002 | - |
| 5.5207 | 44900 | 0.0 | - |
| 5.5269 | 44950 | 0.0 | - |
| 5.5330 | 45000 | 0.0003 | - |
| 5.5392 | 45050 | 0.0006 | - |
| 5.5453 | 45100 | 0.0003 | - |
| 5.5515 | 45150 | 0.0003 | - |
| 5.5576 | 45200 | 0.0012 | - |
| 5.5638 | 45250 | 0.0006 | - |
| 5.5699 | 45300 | 0.0002 | - |
| 5.5760 | 45350 | 0.0006 | - |
| 5.5822 | 45400 | 0.0012 | - |
| 5.5883 | 45450 | 0.0003 | - |
| 5.5945 | 45500 | 0.0008 | - |
| 5.6006 | 45550 | 0.0009 | - |
| 5.6068 | 45600 | 0.0003 | - |
| 5.6129 | 45650 | 0.0014 | - |
| 5.6191 | 45700 | 0.0019 | - |
| 5.6252 | 45750 | 0.0011 | - |
| 5.6314 | 45800 | 0.0011 | - |
| 5.6375 | 45850 | 0.0002 | - |
| 5.6437 | 45900 | 0.0009 | - |
| 5.6498 | 45950 | 0.0012 | - |
| 5.6560 | 46000 | 0.0016 | - |
| 5.6621 | 46050 | 0.0011 | - |
| 5.6683 | 46100 | 0.0019 | - |
| 5.6744 | 46150 | 0.0005 | - |
| 5.6806 | 46200 | 0.0007 | - |
| 5.6867 | 46250 | 0.0004 | - |
| 5.6929 | 46300 | 0.0004 | - |
| 5.6990 | 46350 | 0.0013 | - |
| 5.7052 | 46400 | 0.0007 | - |
| 5.7113 | 46450 | 0.0007 | - |
| 5.7174 | 46500 | 0.0007 | - |
| 5.7236 | 46550 | 0.0007 | - |
| 5.7297 | 46600 | 0.0001 | - |
| 5.7359 | 46650 | 0.0016 | - |
| 5.7420 | 46700 | 0.0023 | - |
| 5.7482 | 46750 | 0.0014 | - |
| 5.7543 | 46800 | 0.0014 | - |
| 5.7605 | 46850 | 0.0003 | - |
| 5.7666 | 46900 | 0.0013 | - |
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| 5.7851 | 47050 | 0.0025 | - |
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| 5.7974 | 47150 | 0.0011 | - |
| 5.8035 | 47200 | 0.0014 | - |
| 5.8097 | 47250 | 0.0009 | - |
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| 5.8220 | 47350 | 0.0011 | - |
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| 5.8343 | 47450 | 0.0009 | - |
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| 5.9203 | 48150 | 0.0003 | - |
| 5.9265 | 48200 | 0.0 | - |
| 5.9326 | 48250 | 0.0007 | - |
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| 5.9449 | 48350 | 0.0009 | - |
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| 5.9757 | 48600 | 0.0011 | - |
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| 5.9941 | 48750 | 0.0007 | - |
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| 6.0310 | 49050 | 0.0008 | - |
| 6.0371 | 49100 | 0.0008 | - |
| 6.0433 | 49150 | 0.0013 | - |
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| 6.1232 | 49800 | 0.0008 | - |
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| 6.1355 | 49900 | 0.0007 | - |
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| 6.1662 | 50150 | 0.0008 | - |
| 6.1724 | 50200 | 0.0011 | - |
| 6.1785 | 50250 | 0.0011 | - |
| 6.1847 | 50300 | 0.0005 | - |
| 6.1908 | 50350 | 0.0011 | - |
| 6.1970 | 50400 | 0.0011 | - |
| 6.2031 | 50450 | 0.0009 | - |
| 6.2093 | 50500 | 0.0012 | - |
| 6.2154 | 50550 | 0.0011 | - |
| 6.2216 | 50600 | 0.0005 | - |
| 6.2277 | 50650 | 0.0008 | - |
| 6.2339 | 50700 | 0.0006 | - |
| 6.2400 | 50750 | 0.0007 | - |
| 6.2462 | 50800 | 0.0006 | - |
| 6.2523 | 50850 | 0.0006 | - |
| 6.2585 | 50900 | 0.0008 | - |
| 6.2646 | 50950 | 0.0013 | - |
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| 6.2769 | 51050 | 0.0004 | - |
| 6.2830 | 51100 | 0.0009 | - |
| 6.2892 | 51150 | 0.0012 | - |
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| 6.3138 | 51350 | 0.0011 | - |
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| 6.3261 | 51450 | 0.0008 | - |
| 6.3322 | 51500 | 0.0013 | - |
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| 6.3753 | 51850 | 0.0009 | - |
| 6.3814 | 51900 | 0.0013 | - |
| 6.3876 | 51950 | 0.001 | - |
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| 6.3999 | 52050 | 0.0006 | - |
| 6.4060 | 52100 | 0.0006 | - |
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| 6.4798 | 52700 | 0.0011 | - |
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| 6.5105 | 52950 | 0.0011 | - |
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| 6.6089 | 53750 | 0.0031 | - |
| 6.6150 | 53800 | 0.0013 | - |
| 6.6212 | 53850 | 0.0005 | - |
| 6.6273 | 53900 | 0.0009 | - |
| 6.6335 | 53950 | 0.0018 | - |
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| 6.6519 | 54100 | 0.0011 | - |
| 6.6581 | 54150 | 0.0014 | - |
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| 6.6704 | 54250 | 0.0017 | - |
| 6.6765 | 54300 | 0.0007 | - |
| 6.6827 | 54350 | 0.0008 | - |
| 6.6888 | 54400 | 0.0013 | - |
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| 6.7257 | 54700 | 0.0011 | - |
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| 6.7441 | 54850 | 0.0003 | - |
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| 6.8855 | 56000 | 0.0003 | - |
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| 7.1991 | 58550 | 0.0007 | - |
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| 7.2360 | 58850 | 0.0003 | - |
| 7.2421 | 58900 | 0.0013 | - |
| 7.2482 | 58950 | 0.0017 | - |
| 7.2544 | 59000 | 0.0017 | - |
| 7.2605 | 59050 | 0.0006 | - |
| 7.2667 | 59100 | 0.0016 | - |
| 7.2728 | 59150 | 0.0049 | - |
| 7.2790 | 59200 | 0.0026 | - |
| 7.2851 | 59250 | 0.0013 | - |
| 7.2913 | 59300 | 0.001 | - |
| 7.2974 | 59350 | 0.0008 | - |
| 7.3036 | 59400 | 0.0006 | - |
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| 7.3159 | 59500 | 0.001 | - |
| 7.3220 | 59550 | 0.0014 | - |
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| 7.3343 | 59650 | 0.002 | - |
| 7.3405 | 59700 | 0.0011 | - |
| 7.3466 | 59750 | 0.0006 | - |
| 7.3528 | 59800 | 0.0013 | - |
| 7.3589 | 59850 | 0.0006 | - |
| 7.3651 | 59900 | 0.001 | - |
| 7.3712 | 59950 | 0.0013 | - |
| 7.3774 | 60000 | 0.0012 | - |
| 7.3835 | 60050 | 0.0008 | - |
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| 7.3958 | 60150 | 0.0003 | - |
| 7.4019 | 60200 | 0.0013 | - |
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| 7.4142 | 60300 | 0.0002 | - |
| 7.4204 | 60350 | 0.0004 | - |
| 7.4265 | 60400 | 0.0004 | - |
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| 7.4880 | 60900 | 0.0 | - |
| 7.4942 | 60950 | 0.0004 | - |
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| 7.5065 | 61050 | 0.0003 | - |
| 7.5126 | 61100 | 0.0005 | - |
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| 7.5249 | 61200 | 0.0023 | - |
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| 7.5372 | 61300 | 0.0013 | - |
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| 7.5495 | 61400 | 0.0007 | - |
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| 7.5987 | 61800 | 0.0007 | - |
| 7.6048 | 61850 | 0.0009 | - |
| 7.6110 | 61900 | 0.0003 | - |
| 7.6171 | 61950 | 0.0002 | - |
| 7.6233 | 62000 | 0.0001 | - |
| 7.6294 | 62050 | 0.0003 | - |
| 7.6356 | 62100 | 0.0009 | - |
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| 7.6479 | 62200 | 0.0003 | - |
| 7.6540 | 62250 | 0.0005 | - |
| 7.6602 | 62300 | 0.0007 | - |
| 7.6663 | 62350 | 0.0005 | - |
| 7.6724 | 62400 | 0.0007 | - |
| 7.6786 | 62450 | 0.0 | - |
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| 7.6970 | 62600 | 0.001 | - |
| 7.7032 | 62650 | 0.0011 | - |
| 7.7093 | 62700 | 0.0007 | - |
| 7.7155 | 62750 | 0.0003 | - |
| 7.7216 | 62800 | 0.0003 | - |
| 7.7278 | 62850 | 0.0009 | - |
| 7.7339 | 62900 | 0.0009 | - |
| 7.7401 | 62950 | 0.0012 | - |
| 7.7462 | 63000 | 0.0057 | - |
| 7.7524 | 63050 | 0.0039 | - |
| 7.7585 | 63100 | 0.0024 | - |
| 7.7647 | 63150 | 0.0021 | - |
| 7.7708 | 63200 | 0.0014 | - |
| 7.7770 | 63250 | 0.0014 | - |
| 7.7831 | 63300 | 0.0012 | - |
| 7.7893 | 63350 | 0.0011 | - |
| 7.7954 | 63400 | 0.0009 | - |
| 7.8015 | 63450 | 0.0009 | - |
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| 7.8323 | 63700 | 0.0004 | - |
| 7.8384 | 63750 | 0.0012 | - |
| 7.8446 | 63800 | 0.0019 | - |
| 7.8507 | 63850 | 0.0004 | - |
| 7.8569 | 63900 | 0.0003 | - |
| 7.8630 | 63950 | 0.0003 | - |
| 7.8692 | 64000 | 0.0003 | - |
| 7.8753 | 64050 | 0.0003 | - |
| 7.8815 | 64100 | 0.0 | - |
| 7.8876 | 64150 | 0.0 | - |
| 7.8938 | 64200 | 0.0 | - |
| 7.8999 | 64250 | 0.0003 | - |
| 7.9061 | 64300 | 0.0 | - |
| 7.9122 | 64350 | 0.0001 | - |
| 7.9184 | 64400 | 0.0003 | - |
| 7.9245 | 64450 | 0.0004 | - |
| 7.9307 | 64500 | 0.0001 | - |
| 7.9368 | 64550 | 0.0003 | - |
| 7.9429 | 64600 | 0.0002 | - |
| 7.9491 | 64650 | 0.0005 | - |
| 7.9552 | 64700 | 0.0002 | - |
| 7.9614 | 64750 | 0.0 | - |
| 7.9675 | 64800 | 0.0 | - |
| 7.9737 | 64850 | 0.0002 | - |
| 7.9798 | 64900 | 0.0004 | - |
| 7.9860 | 64950 | 0.0 | - |
| 7.9921 | 65000 | 0.0003 | - |
| 7.9983 | 65050 | 0.0 | - |
| 8.0044 | 65100 | 0.0001 | - |
| 8.0106 | 65150 | 0.0 | - |
| 8.0167 | 65200 | 0.0002 | - |
| 8.0229 | 65250 | 0.0003 | - |
| 8.0290 | 65300 | 0.0001 | - |
| 8.0352 | 65350 | 0.0005 | - |
| 8.0413 | 65400 | 0.0 | - |
| 8.0475 | 65450 | 0.0001 | - |
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| 8.0721 | 65650 | 0.0006 | - |
| 8.0782 | 65700 | 0.0 | - |
| 8.0843 | 65750 | 0.0 | - |
| 8.0905 | 65800 | 0.0004 | - |
| 8.0966 | 65850 | 0.0003 | - |
| 8.1028 | 65900 | 0.0007 | - |
| 8.1089 | 65950 | 0.0003 | - |
| 8.1151 | 66000 | 0.0008 | - |
| 8.1212 | 66050 | 0.0009 | - |
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| 8.1335 | 66150 | 0.0003 | - |
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| 8.1520 | 66300 | 0.0003 | - |
| 8.1581 | 66350 | 0.0002 | - |
| 8.1643 | 66400 | 0.0003 | - |
| 8.1704 | 66450 | 0.0 | - |
| 8.1766 | 66500 | 0.0003 | - |
| 8.1827 | 66550 | 0.0005 | - |
| 8.1889 | 66600 | 0.0007 | - |
| 8.1950 | 66650 | 0.0002 | - |
| 8.2012 | 66700 | 0.0007 | - |
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| 8.2135 | 66800 | 0.0003 | - |
| 8.2196 | 66850 | 0.0003 | - |
| 8.2257 | 66900 | 0.0 | - |
| 8.2319 | 66950 | 0.0005 | - |
| 8.2380 | 67000 | 0.0003 | - |
| 8.2442 | 67050 | 0.0003 | - |
| 8.2503 | 67100 | 0.0 | - |
| 8.2565 | 67150 | 0.0002 | - |
| 8.2626 | 67200 | 0.0 | - |
| 8.2688 | 67250 | 0.0 | - |
| 8.2749 | 67300 | 0.0001 | - |
| 8.2811 | 67350 | 0.0003 | - |
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| 8.3180 | 67650 | 0.0 | - |
| 8.3241 | 67700 | 0.0007 | - |
| 8.3303 | 67750 | 0.0 | - |
| 8.3364 | 67800 | 0.0002 | - |
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| 8.3733 | 68100 | 0.0007 | - |
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| 8.4655 | 68850 | 0.0 | - |
| 8.4717 | 68900 | 0.0005 | - |
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| 8.4840 | 69000 | 0.0002 | - |
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| 8.5331 | 69400 | 0.0007 | - |
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| 8.5454 | 69500 | 0.0 | - |
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| 8.5577 | 69600 | 0.0003 | - |
| 8.5639 | 69650 | 0.0009 | - |
| 8.5700 | 69700 | 0.0007 | - |
| 8.5762 | 69750 | 0.0013 | - |
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| 8.5885 | 69850 | 0.001 | - |
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| 8.6069 | 70000 | 0.0006 | - |
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| 8.6192 | 70100 | 0.0004 | - |
| 8.6254 | 70150 | 0.0003 | - |
| 8.6315 | 70200 | 0.0012 | - |
| 8.6376 | 70250 | 0.0007 | - |
| 8.6438 | 70300 | 0.0011 | - |
| 8.6499 | 70350 | 0.0004 | - |
| 8.6561 | 70400 | 0.0001 | - |
| 8.6622 | 70450 | 0.0 | - |
| 8.6684 | 70500 | 0.0002 | - |
| 8.6745 | 70550 | 0.0003 | - |
| 8.6807 | 70600 | 0.0001 | - |
| 8.6868 | 70650 | 0.0001 | - |
| 8.6930 | 70700 | 0.0 | - |
| 8.6991 | 70750 | 0.0 | - |
| 8.7053 | 70800 | 0.0 | - |
| 8.7114 | 70850 | 0.0002 | - |
| 8.7176 | 70900 | 0.0004 | - |
| 8.7237 | 70950 | 0.0 | - |
| 8.7299 | 71000 | 0.0001 | - |
| 8.7360 | 71050 | 0.0 | - |
| 8.7422 | 71100 | 0.0 | - |
| 8.7483 | 71150 | 0.0 | - |
| 8.7545 | 71200 | 0.0 | - |
| 8.7606 | 71250 | 0.0 | - |
| 8.7668 | 71300 | 0.0003 | - |
| 8.7729 | 71350 | 0.0004 | - |
| 8.7790 | 71400 | 0.0006 | - |
| 8.7852 | 71450 | 0.0005 | - |
| 8.7913 | 71500 | 0.001 | - |
| 8.7975 | 71550 | 0.0016 | - |
| 8.8036 | 71600 | 0.0012 | - |
| 8.8098 | 71650 | 0.0008 | - |
| 8.8159 | 71700 | 0.001 | - |
| 8.8221 | 71750 | 0.0011 | - |
| 8.8282 | 71800 | 0.001 | - |
| 8.8344 | 71850 | 0.0008 | - |
| 8.8405 | 71900 | 0.0013 | - |
| 8.8467 | 71950 | 0.0008 | - |
| 8.8528 | 72000 | 0.0005 | - |
| 8.8590 | 72050 | 0.0005 | - |
| 8.8651 | 72100 | 0.0009 | - |
| 8.8713 | 72150 | 0.0003 | - |
| 8.8774 | 72200 | 0.0007 | - |
| 8.8836 | 72250 | 0.0005 | - |
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| 8.8959 | 72350 | 0.0005 | - |
| 8.9020 | 72400 | 0.0005 | - |
| 8.9082 | 72450 | 0.0005 | - |
| 8.9143 | 72500 | 0.0011 | - |
| 8.9204 | 72550 | 0.0006 | - |
| 8.9266 | 72600 | 0.0001 | - |
| 8.9327 | 72650 | 0.0003 | - |
| 8.9389 | 72700 | 0.0005 | - |
| 8.9450 | 72750 | 0.0003 | - |
| 8.9512 | 72800 | 0.0002 | - |
| 8.9573 | 72850 | 0.0006 | - |
| 8.9635 | 72900 | 0.0007 | - |
| 8.9696 | 72950 | 0.0002 | - |
| 8.9758 | 73000 | 0.0003 | - |
| 8.9819 | 73050 | 0.0003 | - |
| 8.9881 | 73100 | 0.0002 | - |
| 8.9942 | 73150 | 0.0003 | - |
| 9.0004 | 73200 | 0.0005 | - |
| 9.0065 | 73250 | 0.0002 | - |
| 9.0127 | 73300 | 0.0005 | - |
| 9.0188 | 73350 | 0.0003 | - |
| 9.0250 | 73400 | 0.0004 | - |
| 9.0311 | 73450 | 0.0002 | - |
| 9.0373 | 73500 | 0.0002 | - |
| 9.0434 | 73550 | 0.0006 | - |
| 9.0496 | 73600 | 0.0009 | - |
| 9.0557 | 73650 | 0.0004 | - |
| 9.0618 | 73700 | 0.001 | - |
| 9.0680 | 73750 | 0.0007 | - |
| 9.0741 | 73800 | 0.001 | - |
| 9.0803 | 73850 | 0.0011 | - |
| 9.0864 | 73900 | 0.0009 | - |
| 9.0926 | 73950 | 0.0005 | - |
| 9.0987 | 74000 | 0.0012 | - |
| 9.1049 | 74050 | 0.0014 | - |
| 9.1110 | 74100 | 0.001 | - |
| 9.1172 | 74150 | 0.0003 | - |
| 9.1233 | 74200 | 0.0006 | - |
| 9.1295 | 74250 | 0.0003 | - |
| 9.1356 | 74300 | 0.0011 | - |
| 9.1418 | 74350 | 0.0007 | - |
| 9.1479 | 74400 | 0.0005 | - |
| 9.1541 | 74450 | 0.0008 | - |
| 9.1602 | 74500 | 0.0015 | - |
| 9.1664 | 74550 | 0.0009 | - |
| 9.1725 | 74600 | 0.0009 | - |
| 9.1787 | 74650 | 0.0008 | - |
| 9.1848 | 74700 | 0.0009 | - |
| 9.1910 | 74750 | 0.0012 | - |
| 9.1971 | 74800 | 0.0005 | - |
| 9.2032 | 74850 | 0.0006 | - |
| 9.2094 | 74900 | 0.0006 | - |
| 9.2155 | 74950 | 0.0007 | - |
| 9.2217 | 75000 | 0.0009 | - |
| 9.2278 | 75050 | 0.0012 | - |
| 9.2340 | 75100 | 0.0008 | - |
| 9.2401 | 75150 | 0.002 | - |
| 9.2463 | 75200 | 0.001 | - |
| 9.2524 | 75250 | 0.0013 | - |
| 9.2586 | 75300 | 0.001 | - |
| 9.2647 | 75350 | 0.001 | - |
| 9.2709 | 75400 | 0.0004 | - |
| 9.2770 | 75450 | 0.0007 | - |
| 9.2832 | 75500 | 0.0012 | - |
| 9.2893 | 75550 | 0.0017 | - |
| 9.2955 | 75600 | 0.0016 | - |
| 9.3016 | 75650 | 0.0012 | - |
| 9.3078 | 75700 | 0.0008 | - |
| 9.3139 | 75750 | 0.0016 | - |
| 9.3201 | 75800 | 0.0021 | - |
| 9.3262 | 75850 | 0.0014 | - |
| 9.3323 | 75900 | 0.0017 | - |
| 9.3385 | 75950 | 0.0013 | - |
| 9.3446 | 76000 | 0.0012 | - |
| 9.3508 | 76050 | 0.0011 | - |
| 9.3569 | 76100 | 0.0005 | - |
| 9.3631 | 76150 | 0.0003 | - |
| 9.3692 | 76200 | 0.0005 | - |
| 9.3754 | 76250 | 0.0006 | - |
| 9.3815 | 76300 | 0.0006 | - |
| 9.3877 | 76350 | 0.0003 | - |
| 9.3938 | 76400 | 0.0003 | - |
| 9.4000 | 76450 | 0.0005 | - |
| 9.4061 | 76500 | 0.0005 | - |
| 9.4123 | 76550 | 0.0 | - |
| 9.4184 | 76600 | 0.0006 | - |
| 9.4246 | 76650 | 0.0003 | - |
| 9.4307 | 76700 | 0.0 | - |
| 9.4369 | 76750 | 0.0 | - |
| 9.4430 | 76800 | 0.0003 | - |
| 9.4492 | 76850 | 0.0003 | - |
| 9.4553 | 76900 | 0.0002 | - |
| 9.4615 | 76950 | 0.0003 | - |
| 9.4676 | 77000 | 0.0003 | - |
| 9.4737 | 77050 | 0.0008 | - |
| 9.4799 | 77100 | 0.0004 | - |
| 9.4860 | 77150 | 0.0019 | - |
| 9.4922 | 77200 | 0.0005 | - |
| 9.4983 | 77250 | 0.001 | - |
| 9.5045 | 77300 | 0.0002 | - |
| 9.5106 | 77350 | 0.0 | - |
| 9.5168 | 77400 | 0.0006 | - |
| 9.5229 | 77450 | 0.0008 | - |
| 9.5291 | 77500 | 0.0 | - |
| 9.5352 | 77550 | 0.0001 | - |
| 9.5414 | 77600 | 0.0001 | - |
| 9.5475 | 77650 | 0.0 | - |
| 9.5537 | 77700 | 0.0 | - |
| 9.5598 | 77750 | 0.0 | - |
| 9.5660 | 77800 | 0.0 | - |
| 9.5721 | 77850 | 0.0 | - |
| 9.5783 | 77900 | 0.0 | - |
| 9.5844 | 77950 | 0.0 | - |
| 9.5906 | 78000 | 0.0001 | - |
| 9.5967 | 78050 | 0.0 | - |
| 9.6029 | 78100 | 0.0002 | - |
| 9.6090 | 78150 | 0.0 | - |
| 9.6151 | 78200 | 0.0002 | - |
| 9.6213 | 78250 | 0.0 | - |
| 9.6274 | 78300 | 0.0 | - |
| 9.6336 | 78350 | 0.0 | - |
| 9.6397 | 78400 | 0.0 | - |
| 9.6459 | 78450 | 0.0 | - |
| 9.6520 | 78500 | 0.0 | - |
| 9.6582 | 78550 | 0.0003 | - |
| 9.6643 | 78600 | 0.0 | - |
| 9.6705 | 78650 | 0.0 | - |
| 9.6766 | 78700 | 0.0002 | - |
| 9.6828 | 78750 | 0.0 | - |
| 9.6889 | 78800 | 0.0002 | - |
| 9.6951 | 78850 | 0.0 | - |
| 9.7012 | 78900 | 0.0002 | - |
| 9.7074 | 78950 | 0.0 | - |
| 9.7135 | 79000 | 0.0002 | - |
| 9.7197 | 79050 | 0.0005 | - |
| 9.7258 | 79100 | 0.0005 | - |
| 9.7320 | 79150 | 0.0007 | - |
| 9.7381 | 79200 | 0.0006 | - |
| 9.7443 | 79250 | 0.0003 | - |
| 9.7504 | 79300 | 0.0 | - |
| 9.7565 | 79350 | 0.0008 | - |
| 9.7627 | 79400 | 0.0002 | - |
| 9.7688 | 79450 | 0.0 | - |
| 9.7750 | 79500 | 0.0 | - |
| 9.7811 | 79550 | 0.0 | - |
| 9.7873 | 79600 | 0.0 | - |
| 9.7934 | 79650 | 0.0011 | - |
| 9.7996 | 79700 | 0.0004 | - |
| 9.8057 | 79750 | 0.0014 | - |
| 9.8119 | 79800 | 0.0001 | - |
| 9.8180 | 79850 | 0.0001 | - |
| 9.8242 | 79900 | 0.0 | - |
| 9.8303 | 79950 | 0.0001 | - |
| 9.8365 | 80000 | 0.0002 | - |
| 9.8426 | 80050 | 0.0003 | - |
| 9.8488 | 80100 | 0.0002 | - |
| 9.8549 | 80150 | 0.0 | - |
| 9.8611 | 80200 | 0.0 | - |
| 9.8672 | 80250 | 0.0003 | - |
| 9.8734 | 80300 | 0.0014 | - |
| 9.8795 | 80350 | 0.0009 | - |
| 9.8857 | 80400 | 0.0011 | - |
| 9.8918 | 80450 | 0.0004 | - |
| 9.8979 | 80500 | 0.0006 | - |
| 9.9041 | 80550 | 0.0012 | - |
| 9.9102 | 80600 | 0.0003 | - |
| 9.9164 | 80650 | 0.0002 | - |
| 9.9225 | 80700 | 0.0005 | - |
| 9.9287 | 80750 | 0.0 | - |
| 9.9348 | 80800 | 0.0001 | - |
| 9.9410 | 80850 | 0.0 | - |
| 9.9471 | 80900 | 0.0 | - |
| 9.9533 | 80950 | 0.0002 | - |
| 9.9594 | 81000 | 0.0 | - |
| 9.9656 | 81050 | 0.0 | - |
| 9.9717 | 81100 | 0.0 | - |
| 9.9779 | 81150 | 0.0 | - |
| 9.9840 | 81200 | 0.0 | - |
| 9.9902 | 81250 | 0.0001 | - |
| 9.9963 | 81300 | 0.0003 | - |
| 10.0025 | 81350 | 0.0 | - |
| 10.0086 | 81400 | 0.0 | - |
| 10.0148 | 81450 | 0.0 | - |
| 10.0209 | 81500 | 0.0 | - |
| 10.0271 | 81550 | 0.0002 | - |
| 10.0332 | 81600 | 0.0004 | - |
| 10.0393 | 81650 | 0.0003 | - |
| 10.0455 | 81700 | 0.0001 | - |
| 10.0516 | 81750 | 0.0002 | - |
| 10.0578 | 81800 | 0.0003 | - |
| 10.0639 | 81850 | 0.0002 | - |
| 10.0701 | 81900 | 0.0003 | - |
| 10.0762 | 81950 | 0.0 | - |
| 10.0824 | 82000 | 0.0005 | - |
| 10.0885 | 82050 | 0.0003 | - |
| 10.0947 | 82100 | 0.0005 | - |
| 10.1008 | 82150 | 0.0003 | - |
| 10.1070 | 82200 | 0.0003 | - |
| 10.1131 | 82250 | 0.0004 | - |
| 10.1193 | 82300 | 0.0002 | - |
| 10.1254 | 82350 | 0.0002 | - |
| 10.1316 | 82400 | 0.0002 | - |
| 10.1377 | 82450 | 0.0 | - |
| 10.1439 | 82500 | 0.0 | - |
| 10.1500 | 82550 | 0.0 | - |
| 10.1562 | 82600 | 0.0002 | - |
| 10.1623 | 82650 | 0.0003 | - |
| 10.1684 | 82700 | 0.0002 | - |
| 10.1746 | 82750 | 0.0 | - |
| 10.1807 | 82800 | 0.0 | - |
| 10.1869 | 82850 | 0.0 | - |
| 10.1930 | 82900 | 0.0 | - |
| 10.1992 | 82950 | 0.0001 | - |
| 10.2053 | 83000 | 0.0 | - |
| 10.2115 | 83050 | 0.0 | - |
| 10.2176 | 83100 | 0.0 | - |
| 10.2238 | 83150 | 0.0 | - |
| 10.2299 | 83200 | 0.0 | - |
| 10.2361 | 83250 | 0.0 | - |
| 10.2422 | 83300 | 0.0 | - |
| 10.2484 | 83350 | 0.0002 | - |
| 10.2545 | 83400 | 0.0 | - |
| 10.2607 | 83450 | 0.0 | - |
| 10.2668 | 83500 | 0.0 | - |
| 10.2730 | 83550 | 0.0 | - |
| 10.2791 | 83600 | 0.0003 | - |
| 10.2853 | 83650 | 0.0002 | - |
| 10.2914 | 83700 | 0.0006 | - |
| 10.2976 | 83750 | 0.0 | - |
| 10.3037 | 83800 | 0.0003 | - |
| 10.3098 | 83850 | 0.0003 | - |
| 10.3160 | 83900 | 0.0003 | - |
| 10.3221 | 83950 | 0.0017 | - |
| 10.3283 | 84000 | 0.0005 | - |
| 10.3344 | 84050 | 0.0013 | - |
| 10.3406 | 84100 | 0.0006 | - |
| 10.3467 | 84150 | 0.0005 | - |
| 10.3529 | 84200 | 0.0005 | - |
| 10.3590 | 84250 | 0.0009 | - |
| 10.3652 | 84300 | 0.0006 | - |
| 10.3713 | 84350 | 0.0 | - |
| 10.3775 | 84400 | 0.0 | - |
| 10.3836 | 84450 | 0.0002 | - |
| 10.3898 | 84500 | 0.0002 | - |
| 10.3959 | 84550 | 0.0001 | - |
| 10.4021 | 84600 | 0.0003 | - |
| 10.4082 | 84650 | 0.0006 | - |
| 10.4144 | 84700 | 0.0 | - |
| 10.4205 | 84750 | 0.0 | - |
| 10.4267 | 84800 | 0.0 | - |
| 10.4328 | 84850 | 0.0 | - |
| 10.4390 | 84900 | 0.0 | - |
| 10.4451 | 84950 | 0.0002 | - |
| 10.4512 | 85000 | 0.0003 | - |
| 10.4574 | 85050 | 0.0003 | - |
| 10.4635 | 85100 | 0.0 | - |
| 10.4697 | 85150 | 0.0 | - |
| 10.4758 | 85200 | 0.0 | - |
| 10.4820 | 85250 | 0.0 | - |
| 10.4881 | 85300 | 0.0 | - |
| 10.4943 | 85350 | 0.0001 | - |
| 10.5004 | 85400 | 0.0 | - |
| 10.5066 | 85450 | 0.0 | - |
| 10.5127 | 85500 | 0.0 | - |
| 10.5189 | 85550 | 0.0005 | - |
| 10.5250 | 85600 | 0.0 | - |
| 10.5312 | 85650 | 0.0002 | - |
| 10.5373 | 85700 | 0.0 | - |
| 10.5435 | 85750 | 0.0 | - |
| 10.5496 | 85800 | 0.0001 | - |
| 10.5558 | 85850 | 0.0007 | - |
| 10.5619 | 85900 | 0.0001 | - |
| 10.5681 | 85950 | 0.0011 | - |
| 10.5742 | 86000 | 0.0003 | - |
| 10.5804 | 86050 | 0.0007 | - |
| 10.5865 | 86100 | 0.0009 | - |
| 10.5926 | 86150 | 0.0 | - |
| 10.5988 | 86200 | 0.0003 | - |
| 10.6049 | 86250 | 0.0002 | - |
| 10.6111 | 86300 | 0.0002 | - |
| 10.6172 | 86350 | 0.0003 | - |
| 10.6234 | 86400 | 0.0003 | - |
| 10.6295 | 86450 | 0.0004 | - |
| 10.6357 | 86500 | 0.0004 | - |
| 10.6418 | 86550 | 0.0006 | - |
| 10.6480 | 86600 | 0.0002 | - |
| 10.6541 | 86650 | 0.0006 | - |
| 10.6603 | 86700 | 0.0003 | - |
| 10.6664 | 86750 | 0.0003 | - |
| 10.6726 | 86800 | 0.0002 | - |
| 10.6787 | 86850 | 0.0008 | - |
| 10.6849 | 86900 | 0.0006 | - |
| 10.6910 | 86950 | 0.0004 | - |
| 10.6972 | 87000 | 0.0006 | - |
| 10.7033 | 87050 | 0.0002 | - |
| 10.7095 | 87100 | 0.0007 | - |
| 10.7156 | 87150 | 0.0003 | - |
| 10.7218 | 87200 | 0.0002 | - |
| 10.7279 | 87250 | 0.0001 | - |
| 10.7340 | 87300 | 0.0005 | - |
| 10.7402 | 87350 | 0.0003 | - |
| 10.7463 | 87400 | 0.0002 | - |
| 10.7525 | 87450 | 0.0002 | - |
| 10.7586 | 87500 | 0.0002 | - |
| 10.7648 | 87550 | 0.0002 | - |
| 10.7709 | 87600 | 0.0003 | - |
| 10.7771 | 87650 | 0.0002 | - |
| 10.7832 | 87700 | 0.0002 | - |
| 10.7894 | 87750 | 0.0005 | - |
| 10.7955 | 87800 | 0.0003 | - |
| 10.8017 | 87850 | 0.0001 | - |
| 10.8078 | 87900 | 0.0005 | - |
| 10.8140 | 87950 | 0.0002 | - |
| 10.8201 | 88000 | 0.0006 | - |
| 10.8263 | 88050 | 0.0005 | - |
| 10.8324 | 88100 | 0.0005 | - |
| 10.8386 | 88150 | 0.0003 | - |
| 10.8447 | 88200 | 0.0007 | - |
| 10.8509 | 88250 | 0.0004 | - |
| 10.8570 | 88300 | 0.0006 | - |
| 10.8632 | 88350 | 0.0009 | - |
| 10.8693 | 88400 | 0.0002 | - |
| 10.8754 | 88450 | 0.0002 | - |
| 10.8816 | 88500 | 0.0004 | - |
| 10.8877 | 88550 | 0.0003 | - |
| 10.8939 | 88600 | 0.0003 | - |
| 10.9000 | 88650 | 0.0003 | - |
| 10.9062 | 88700 | 0.0003 | - |
| 10.9123 | 88750 | 0.0005 | - |
| 10.9185 | 88800 | 0.0003 | - |
| 10.9246 | 88850 | 0.0006 | - |
| 10.9308 | 88900 | 0.0003 | - |
| 10.9369 | 88950 | 0.0002 | - |
| 10.9431 | 89000 | 0.0004 | - |
| 10.9492 | 89050 | 0.0005 | - |
| 10.9554 | 89100 | 0.0006 | - |
| 10.9615 | 89150 | 0.0001 | - |
| 10.9677 | 89200 | 0.0003 | - |
| 10.9738 | 89250 | 0.0002 | - |
| 10.9800 | 89300 | 0.0009 | - |
| 10.9861 | 89350 | 0.0006 | - |
| 10.9923 | 89400 | 0.0005 | - |
| 10.9984 | 89450 | 0.0002 | - |
| 11.0045 | 89500 | 0.0001 | - |
| 11.0107 | 89550 | 0.0002 | - |
| 11.0168 | 89600 | 0.0001 | - |
| 11.0230 | 89650 | 0.0002 | - |
| 11.0291 | 89700 | 0.0 | - |
| 11.0353 | 89750 | 0.0002 | - |
| 11.0414 | 89800 | 0.0002 | - |
| 11.0476 | 89850 | 0.0001 | - |
| 11.0537 | 89900 | 0.0002 | - |
| 11.0599 | 89950 | 0.0 | - |
| 11.0660 | 90000 | 0.0001 | - |
| 11.0722 | 90050 | 0.0001 | - |
| 11.0783 | 90100 | 0.0001 | - |
| 11.0845 | 90150 | 0.0002 | - |
| 11.0906 | 90200 | 0.0003 | - |
| 11.0968 | 90250 | 0.0 | - |
| 11.1029 | 90300 | 0.0 | - |
| 11.1091 | 90350 | 0.0003 | - |
| 11.1152 | 90400 | 0.0002 | - |
| 11.1214 | 90450 | 0.0 | - |
| 11.1275 | 90500 | 0.0 | - |
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| 11.1398 | 90600 | 0.0002 | - |
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| 11.1521 | 90700 | 0.0001 | - |
| 11.1582 | 90750 | 0.0 | - |
| 11.1644 | 90800 | 0.0 | - |
| 11.1705 | 90850 | 0.0 | - |
| 11.1767 | 90900 | 0.0006 | - |
| 11.1828 | 90950 | 0.0 | - |
| 11.1890 | 91000 | 0.0007 | - |
| 11.1951 | 91050 | 0.001 | - |
| 11.2013 | 91100 | 0.0003 | - |
| 11.2074 | 91150 | 0.0006 | - |
| 11.2136 | 91200 | 0.0007 | - |
| 11.2197 | 91250 | 0.0002 | - |
| 11.2259 | 91300 | 0.0001 | - |
| 11.2320 | 91350 | 0.0 | - |
| 11.2382 | 91400 | 0.0002 | - |
| 11.2443 | 91450 | 0.0 | - |
| 11.2505 | 91500 | 0.0 | - |
| 11.2566 | 91550 | 0.0 | - |
| 11.2628 | 91600 | 0.0 | - |
| 11.2689 | 91650 | 0.0 | - |
| 11.2751 | 91700 | 0.0 | - |
| 11.2812 | 91750 | 0.0001 | - |
| 11.2873 | 91800 | 0.0002 | - |
| 11.2935 | 91850 | 0.0 | - |
| 11.2996 | 91900 | 0.0005 | - |
| 11.3058 | 91950 | 0.0001 | - |
| 11.3119 | 92000 | 0.0002 | - |
| 11.3181 | 92050 | 0.0004 | - |
| 11.3242 | 92100 | 0.0002 | - |
| 11.3304 | 92150 | 0.0003 | - |
| 11.3365 | 92200 | 0.0003 | - |
| 11.3427 | 92250 | 0.0001 | - |
| 11.3488 | 92300 | 0.0009 | - |
| 11.3550 | 92350 | 0.0003 | - |
| 11.3611 | 92400 | 0.0006 | - |
| 11.3673 | 92450 | 0.0002 | - |
| 11.3734 | 92500 | 0.0 | - |
| 11.3796 | 92550 | 0.0002 | - |
| 11.3857 | 92600 | 0.0004 | - |
| 11.3919 | 92650 | 0.0006 | - |
| 11.3980 | 92700 | 0.0007 | - |
| 11.4042 | 92750 | 0.001 | - |
| 11.4103 | 92800 | 0.0003 | - |
| 11.4165 | 92850 | 0.0007 | - |
| 11.4226 | 92900 | 0.0003 | - |
| 11.4287 | 92950 | 0.0003 | - |
| 11.4349 | 93000 | 0.0004 | - |
| 11.4410 | 93050 | 0.0008 | - |
| 11.4472 | 93100 | 0.0005 | - |
| 11.4533 | 93150 | 0.0004 | - |
| 11.4595 | 93200 | 0.0003 | - |
| 11.4656 | 93250 | 0.0002 | - |
| 11.4718 | 93300 | 0.0006 | - |
| 11.4779 | 93350 | 0.0 | - |
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| 11.5333 | 93800 | 0.0002 | - |
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| 11.5517 | 93950 | 0.0003 | - |
| 11.5579 | 94000 | 0.0002 | - |
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| 11.5701 | 94100 | 0.0 | - |
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| 11.6378 | 94650 | 0.0007 | - |
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| 11.6747 | 94950 | 0.0002 | - |
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| 11.7177 | 95300 | 0.0003 | - |
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| 11.7300 | 95400 | 0.0 | - |
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| 11.7423 | 95500 | 0.0003 | - |
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| 11.9267 | 97000 | 0.0002 | - |
| 11.9329 | 97050 | 0.0001 | - |
| 11.9390 | 97100 | 0.0 | - |
| 11.9452 | 97150 | 0.0002 | - |
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| 12.0128 | 97700 | 0.0001 | - |
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| 12.0435 | 97950 | 0.0009 | - |
| 12.0497 | 98000 | 0.0002 | - |
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| 12.0620 | 98100 | 0.0005 | - |
| 12.0681 | 98150 | 0.0 | - |
| 12.0743 | 98200 | 0.0015 | - |
| 12.0804 | 98250 | 0.0003 | - |
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| 12.0989 | 98400 | 0.0006 | - |
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| 12.1234 | 98600 | 0.0 | - |
| 12.1296 | 98650 | 0.0002 | - |
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| 12.1542 | 98850 | 0.0005 | - |
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| 12.1726 | 99000 | 0.0004 | - |
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| 12.1849 | 99100 | 0.0004 | - |
| 12.1911 | 99150 | 0.0002 | - |
| 12.1972 | 99200 | 0.0002 | - |
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| 12.2710 | 99800 | 0.0003 | - |
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| 12.2833 | 99900 | 0.0002 | - |
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| 12.2956 | 100000 | 0.0 | - |
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| 12.3202 | 100200 | 0.0002 | - |
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| 12.4062 | 100900 | 0.0001 | - |
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| 12.4370 | 101150 | 0.0002 | - |
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| 12.4554 | 101300 | 0.0002 | - |
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| 12.4985 | 101650 | 0.0002 | - |
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| 12.5108 | 101750 | 0.0002 | - |
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| 12.5292 | 101900 | 0.0001 | - |
| 12.5353 | 101950 | 0.0002 | - |
| 12.5415 | 102000 | 0.0002 | - |
| 12.5476 | 102050 | 0.0 | - |
| 12.5538 | 102100 | 0.0006 | - |
| 12.5599 | 102150 | 0.0002 | - |
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| 12.6214 | 102650 | 0.0001 | - |
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| 12.6337 | 102750 | 0.0002 | - |
| 12.6399 | 102800 | 0.0 | - |
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| 12.6645 | 103000 | 0.0002 | - |
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| 12.6829 | 103150 | 0.0007 | - |
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| 12.7136 | 103400 | 0.0 | - |
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| 12.7259 | 103500 | 0.0 | - |
| 12.7321 | 103550 | 0.0002 | - |
| 12.7382 | 103600 | 0.0 | - |
| 12.7444 | 103650 | 0.0 | - |
| 12.7505 | 103700 | 0.0 | - |
| 12.7567 | 103750 | 0.0 | - |
| 12.7628 | 103800 | 0.0 | - |
| 12.7690 | 103850 | 0.0 | - |
| 12.7751 | 103900 | 0.0 | - |
| 12.7813 | 103950 | 0.0002 | - |
| 12.7874 | 104000 | 0.0 | - |
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| 12.8550 | 104550 | 0.0001 | - |
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| 12.8796 | 104750 | 0.0001 | - |
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| 12.8919 | 104850 | 0.0003 | - |
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| 12.9104 | 105000 | 0.0001 | - |
| 12.9165 | 105050 | 0.0007 | - |
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| 12.9534 | 105350 | 0.0002 | - |
| 12.9595 | 105400 | 0.0 | - |
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| 12.9718 | 105500 | 0.0 | - |
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| 12.9841 | 105600 | 0.0002 | - |
| 12.9903 | 105650 | 0.0003 | - |
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| 13.0210 | 105900 | 0.0003 | - |
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| 13.0333 | 106000 | 0.0002 | - |
| 13.0395 | 106050 | 0.0 | - |
| 13.0456 | 106100 | 0.0002 | - |
| 13.0518 | 106150 | 0.0002 | - |
| 13.0579 | 106200 | 0.0 | - |
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| 13.0764 | 106350 | 0.0001 | - |
| 13.0825 | 106400 | 0.0002 | - |
| 13.0887 | 106450 | 0.0002 | - |
| 13.0948 | 106500 | 0.0003 | - |
| 13.1009 | 106550 | 0.0 | - |
| 13.1071 | 106600 | 0.0 | - |
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| 13.1194 | 106700 | 0.0 | - |
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| 13.1378 | 106850 | 0.0001 | - |
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| 13.1501 | 106950 | 0.0002 | - |
| 13.1563 | 107000 | 0.0002 | - |
| 13.1624 | 107050 | 0.0002 | - |
| 13.1686 | 107100 | 0.0 | - |
| 13.1747 | 107150 | 0.0006 | - |
| 13.1809 | 107200 | 0.0 | - |
| 13.1870 | 107250 | 0.0001 | - |
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| 13.2485 | 107750 | 0.0 | - |
| 13.2546 | 107800 | 0.0003 | - |
| 13.2608 | 107850 | 0.0004 | - |
| 13.2669 | 107900 | 0.0006 | - |
| 13.2731 | 107950 | 0.0003 | - |
| 13.2792 | 108000 | 0.0002 | - |
| 13.2854 | 108050 | 0.0005 | - |
| 13.2915 | 108100 | 0.0008 | - |
| 13.2977 | 108150 | 0.0002 | - |
| 13.3038 | 108200 | 0.0005 | - |
| 13.3100 | 108250 | 0.0 | - |
| 13.3161 | 108300 | 0.0 | - |
| 13.3223 | 108350 | 0.0003 | - |
| 13.3284 | 108400 | 0.0002 | - |
| 13.3346 | 108450 | 0.0 | - |
| 13.3407 | 108500 | 0.0 | - |
| 13.3469 | 108550 | 0.0001 | - |
| 13.3530 | 108600 | 0.0001 | - |
| 13.3592 | 108650 | 0.0 | - |
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| 13.3960 | 108950 | 0.0002 | - |
| 13.4022 | 109000 | 0.0002 | - |
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| 13.4145 | 109100 | 0.0 | - |
| 13.4206 | 109150 | 0.0 | - |
| 13.4268 | 109200 | 0.0005 | - |
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| 13.4452 | 109350 | 0.0003 | - |
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| 13.4575 | 109450 | 0.0 | - |
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| 13.4760 | 109600 | 0.0001 | - |
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| 13.5006 | 109800 | 0.0006 | - |
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| 13.5128 | 109900 | 0.0001 | - |
| 13.5190 | 109950 | 0.0001 | - |
| 13.5251 | 110000 | 0.0001 | - |
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| 13.5374 | 110100 | 0.0006 | - |
| 13.5436 | 110150 | 0.0003 | - |
| 13.5497 | 110200 | 0.0002 | - |
| 13.5559 | 110250 | 0.0 | - |
| 13.5620 | 110300 | 0.0001 | - |
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| 13.6051 | 110650 | 0.0001 | - |
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| 13.6297 | 110850 | 0.0001 | - |
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| 13.6420 | 110950 | 0.0001 | - |
| 13.6481 | 111000 | 0.0003 | - |
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| 13.6665 | 111150 | 0.0001 | - |
| 13.6727 | 111200 | 0.0006 | - |
| 13.6788 | 111250 | 0.0005 | - |
| 13.6850 | 111300 | 0.0004 | - |
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| 13.6973 | 111400 | 0.0 | - |
| 13.7034 | 111450 | 0.0002 | - |
| 13.7096 | 111500 | 0.0008 | - |
| 13.7157 | 111550 | 0.0008 | - |
| 13.7219 | 111600 | 0.0005 | - |
| 13.7280 | 111650 | 0.0 | - |
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| 13.7403 | 111750 | 0.0004 | - |
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| 13.7526 | 111850 | 0.0005 | - |
| 13.7588 | 111900 | 0.0002 | - |
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| 13.7711 | 112000 | 0.0006 | - |
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| 13.7834 | 112100 | 0.0001 | - |
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| 13.8202 | 112400 | 0.0 | - |
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| 13.8325 | 112500 | 0.0 | - |
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| 13.8448 | 112600 | 0.0001 | - |
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| 13.8633 | 112750 | 0.0002 | - |
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| 13.8817 | 112900 | 0.0 | - |
| 13.8879 | 112950 | 0.0001 | - |
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| 13.9985 | 113850 | 0.0002 | - |
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| 14.0108 | 113950 | 0.0 | - |
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| 14.0969 | 114650 | 0.0 | - |
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| 14.1399 | 115000 | 0.0002 | - |
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| 14.1953 | 115450 | 0.0002 | - |
| 14.2014 | 115500 | 0.0 | - |
| 14.2075 | 115550 | 0.0 | - |
| 14.2137 | 115600 | 0.0 | - |
| 14.2198 | 115650 | 0.0001 | - |
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| 14.2321 | 115750 | 0.0002 | - |
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| 14.2444 | 115850 | 0.0001 | - |
| 14.2506 | 115900 | 0.0002 | - |
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| 14.2875 | 116200 | 0.0001 | - |
| 14.2936 | 116250 | 0.0 | - |
| 14.2998 | 116300 | 0.0007 | - |
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| 14.3121 | 116400 | 0.0003 | - |
| 14.3182 | 116450 | 0.0 | - |
| 14.3244 | 116500 | 0.0004 | - |
| 14.3305 | 116550 | 0.0 | - |
| 14.3367 | 116600 | 0.0002 | - |
| 14.3428 | 116650 | 0.0004 | - |
| 14.3489 | 116700 | 0.0005 | - |
| 14.3551 | 116750 | 0.0002 | - |
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| 14.4227 | 117300 | 0.0002 | - |
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| 14.5887 | 118650 | 0.0002 | - |
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| 14.6563 | 119200 | 0.0003 | - |
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| 14.6809 | 119400 | 0.0002 | - |
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| 14.7240 | 119750 | 0.0001 | - |
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| 14.7424 | 119900 | 0.0001 | - |
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| 14.7793 | 120200 | 0.0003 | - |
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| 15.0068 | 122050 | 0.0003 | - |
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| 15.1973 | 123600 | 0.0 | - |
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| 15.2158 | 123750 | 0.0 | - |
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| 15.2465 | 124000 | 0.0003 | - |
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| 15.2588 | 124100 | 0.0003 | - |
| 15.2650 | 124150 | 0.0 | - |
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| 15.2773 | 124250 | 0.0003 | - |
| 15.2834 | 124300 | 0.0013 | - |
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| 15.2957 | 124400 | 0.0023 | - |
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| 15.3080 | 124500 | 0.0019 | - |
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| 15.3264 | 124650 | 0.0002 | - |
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| 15.3387 | 124750 | 0.001 | - |
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| 15.3510 | 124850 | 0.0003 | - |
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| 15.3941 | 125200 | 0.0003 | - |
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| 15.4064 | 125300 | 0.0 | - |
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| 15.4371 | 125550 | 0.0 | - |
| 15.4433 | 125600 | 0.0 | - |
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| 15.4556 | 125700 | 0.0 | - |
| 15.4617 | 125750 | 0.0002 | - |
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| 15.6769 | 127500 | 0.0002 | - |
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| 15.7383 | 128000 | 0.0003 | - |
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| 15.7506 | 128100 | 0.0003 | - |
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| 15.7752 | 128300 | 0.0003 | - |
| 15.7814 | 128350 | 0.0 | - |
| 15.7875 | 128400 | 0.0 | - |
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| 15.7998 | 128500 | 0.0 | - |
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| 15.8244 | 128700 | 0.0002 | - |
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| 15.8613 | 129000 | 0.0 | - |
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| 15.8982 | 129300 | 0.0001 | - |
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| 15.9843 | 130000 | 0.0 | - |
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| 16.0089 | 130200 | 0.0 | - |
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| 16.0765 | 130750 | 0.0003 | - |
| 16.0826 | 130800 | 0.0002 | - |
| 16.0888 | 130850 | 0.0002 | - |
| 16.0949 | 130900 | 0.0 | - |
| 16.1011 | 130950 | 0.0002 | - |
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| 16.1195 | 131100 | 0.0008 | - |
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| 16.1380 | 131250 | 0.0 | - |
| 16.1441 | 131300 | 0.0006 | - |
| 16.1503 | 131350 | 0.001 | - |
| 16.1564 | 131400 | 0.0002 | - |
| 16.1625 | 131450 | 0.0002 | - |
| 16.1687 | 131500 | 0.0002 | - |
| 16.1748 | 131550 | 0.0 | - |
| 16.1810 | 131600 | 0.0002 | - |
| 16.1871 | 131650 | 0.0002 | - |
| 16.1933 | 131700 | 0.0005 | - |
| 16.1994 | 131750 | 0.0002 | - |
| 16.2056 | 131800 | 0.0002 | - |
| 16.2117 | 131850 | 0.0 | - |
| 16.2179 | 131900 | 0.0004 | - |
| 16.2240 | 131950 | 0.0 | - |
| 16.2302 | 132000 | 0.0 | - |
| 16.2363 | 132050 | 0.0 | - |
| 16.2425 | 132100 | 0.0 | - |
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| 16.2548 | 132200 | 0.0001 | - |
| 16.2609 | 132250 | 0.0001 | - |
| 16.2671 | 132300 | 0.0 | - |
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| 16.2794 | 132400 | 0.0001 | - |
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| 16.2917 | 132500 | 0.0001 | - |
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| 16.3039 | 132600 | 0.0 | - |
| 16.3101 | 132650 | 0.0 | - |
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| 16.3285 | 132800 | 0.0002 | - |
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| 16.3470 | 132950 | 0.0002 | - |
| 16.3531 | 133000 | 0.0002 | - |
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| 16.3654 | 133100 | 0.0 | - |
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| 16.3777 | 133200 | 0.0002 | - |
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| 16.3900 | 133300 | 0.0 | - |
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| 16.4085 | 133450 | 0.0002 | - |
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| 16.4269 | 133600 | 0.0001 | - |
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| 16.4453 | 133750 | 0.0003 | - |
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| 16.4945 | 134150 | 0.0002 | - |
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| 16.5068 | 134250 | 0.0 | - |
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| 16.5990 | 135000 | 0.0003 | - |
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| 16.6113 | 135100 | 0.0 | - |
| 16.6175 | 135150 | 0.0 | - |
| 16.6236 | 135200 | 0.0002 | - |
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| 16.6359 | 135300 | 0.0002 | - |
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| 16.6544 | 135450 | 0.0002 | - |
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| 16.6913 | 135750 | 0.0003 | - |
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| 16.7589 | 136300 | 0.0001 | - |
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| 16.9126 | 137550 | 0.0002 | - |
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| 17.0355 | 138550 | 0.0 | - |
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| 17.0478 | 138650 | 0.0 | - |
| 17.0540 | 138700 | 0.0003 | - |
| 17.0601 | 138750 | 0.0003 | - |
| 17.0663 | 138800 | 0.0002 | - |
| 17.0724 | 138850 | 0.0 | - |
| 17.0786 | 138900 | 0.0002 | - |
| 17.0847 | 138950 | 0.0 | - |
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| 17.0970 | 139050 | 0.0001 | - |
| 17.1032 | 139100 | 0.0 | - |
| 17.1093 | 139150 | 0.0 | - |
| 17.1155 | 139200 | 0.0 | - |
| 17.1216 | 139250 | 0.0001 | - |
| 17.1278 | 139300 | 0.0 | - |
| 17.1339 | 139350 | 0.0001 | - |
| 17.1400 | 139400 | 0.0 | - |
| 17.1462 | 139450 | 0.0 | - |
| 17.1523 | 139500 | 0.0002 | - |
| 17.1585 | 139550 | 0.0 | - |
| 17.1646 | 139600 | 0.0002 | - |
| 17.1708 | 139650 | 0.0 | - |
| 17.1769 | 139700 | 0.0 | - |
| 17.1831 | 139750 | 0.0 | - |
| 17.1892 | 139800 | 0.0 | - |
| 17.1954 | 139850 | 0.0002 | - |
| 17.2015 | 139900 | 0.0 | - |
| 17.2077 | 139950 | 0.0002 | - |
| 17.2138 | 140000 | 0.0002 | - |
| 17.2200 | 140050 | 0.0 | - |
| 17.2261 | 140100 | 0.0 | - |
| 17.2323 | 140150 | 0.0002 | - |
| 17.2384 | 140200 | 0.0006 | - |
| 17.2446 | 140250 | 0.0002 | - |
| 17.2507 | 140300 | 0.0003 | - |
| 17.2569 | 140350 | 0.0 | - |
| 17.2630 | 140400 | 0.0002 | - |
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| 17.2753 | 140500 | 0.0 | - |
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| 17.2876 | 140600 | 0.0002 | - |
| 17.2937 | 140650 | 0.0 | - |
| 17.2999 | 140700 | 0.0 | - |
| 17.3060 | 140750 | 0.0 | - |
| 17.3122 | 140800 | 0.0 | - |
| 17.3183 | 140850 | 0.0 | - |
| 17.3245 | 140900 | 0.0 | - |
| 17.3306 | 140950 | 0.0 | - |
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| 17.3429 | 141050 | 0.0002 | - |
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| 17.3614 | 141200 | 0.0 | - |
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| 17.3737 | 141300 | 0.0002 | - |
| 17.3798 | 141350 | 0.0 | - |
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| 17.3983 | 141500 | 0.0 | - |
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| 17.4167 | 141650 | 0.0002 | - |
| 17.4228 | 141700 | 0.0 | - |
| 17.4290 | 141750 | 0.0 | - |
| 17.4351 | 141800 | 0.0002 | - |
| 17.4413 | 141850 | 0.0 | - |
| 17.4474 | 141900 | 0.0 | - |
| 17.4536 | 141950 | 0.0 | - |
| 17.4597 | 142000 | 0.0 | - |
| 17.4659 | 142050 | 0.0 | - |
| 17.4720 | 142100 | 0.0 | - |
| 17.4782 | 142150 | 0.0 | - |
| 17.4843 | 142200 | 0.0 | - |
| 17.4905 | 142250 | 0.0 | - |
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| 17.5028 | 142350 | 0.0 | - |
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| 17.5151 | 142450 | 0.0 | - |
| 17.5212 | 142500 | 0.0 | - |
| 17.5274 | 142550 | 0.0 | - |
| 17.5335 | 142600 | 0.0 | - |
| 17.5397 | 142650 | 0.0002 | - |
| 17.5458 | 142700 | 0.0 | - |
| 17.5519 | 142750 | 0.0002 | - |
| 17.5581 | 142800 | 0.0 | - |
| 17.5642 | 142850 | 0.0 | - |
| 17.5704 | 142900 | 0.0 | - |
| 17.5765 | 142950 | 0.0 | - |
| 17.5827 | 143000 | 0.0 | - |
| 17.5888 | 143050 | 0.0 | - |
| 17.5950 | 143100 | 0.0002 | - |
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| 17.6134 | 143250 | 0.0002 | - |
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| 17.6380 | 143450 | 0.0 | - |
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| 17.7056 | 144000 | 0.0 | - |
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| 17.7241 | 144150 | 0.0001 | - |
| 17.7302 | 144200 | 0.0004 | - |
| 17.7364 | 144250 | 0.0 | - |
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| 17.7979 | 144750 | 0.0002 | - |
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| 17.8225 | 144950 | 0.0002 | - |
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| 17.9024 | 145600 | 0.0007 | - |
| 17.9085 | 145650 | 0.0029 | - |
| 17.9147 | 145700 | 0.0025 | - |
| 17.9208 | 145750 | 0.0023 | - |
| 17.9270 | 145800 | 0.0021 | - |
| 17.9331 | 145850 | 0.003 | - |
| 17.9393 | 145900 | 0.0014 | - |
| 17.9454 | 145950 | 0.0019 | - |
| 17.9516 | 146000 | 0.0022 | - |
| 17.9577 | 146050 | 0.0019 | - |
| 17.9639 | 146100 | 0.002 | - |
| 17.9700 | 146150 | 0.0022 | - |
| 17.9761 | 146200 | 0.0023 | - |
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| 17.9884 | 146300 | 0.002 | - |
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| 18.0007 | 146400 | 0.0022 | - |
| 18.0069 | 146450 | 0.0017 | - |
| 18.0130 | 146500 | 0.0004 | - |
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| 18.0684 | 146950 | 0.0006 | - |
| 18.0745 | 147000 | 0.0006 | - |
| 18.0807 | 147050 | 0.0002 | - |
| 18.0868 | 147100 | 0.0 | - |
| 18.0930 | 147150 | 0.0 | - |
| 18.0991 | 147200 | 0.0 | - |
| 18.1053 | 147250 | 0.0003 | - |
| 18.1114 | 147300 | 0.0 | - |
| 18.1175 | 147350 | 0.0 | - |
| 18.1237 | 147400 | 0.0 | - |
| 18.1298 | 147450 | 0.0 | - |
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| 18.1729 | 147800 | 0.0001 | - |
| 18.1790 | 147850 | 0.0002 | - |
| 18.1852 | 147900 | 0.0 | - |
| 18.1913 | 147950 | 0.0 | - |
| 18.1975 | 148000 | 0.0 | - |
| 18.2036 | 148050 | 0.0 | - |
| 18.2098 | 148100 | 0.0 | - |
| 18.2159 | 148150 | 0.0 | - |
| 18.2221 | 148200 | 0.0 | - |
| 18.2282 | 148250 | 0.0 | - |
| 18.2344 | 148300 | 0.0 | - |
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| 18.2589 | 148500 | 0.0 | - |
| 18.2651 | 148550 | 0.0 | - |
| 18.2712 | 148600 | 0.0 | - |
| 18.2774 | 148650 | 0.0002 | - |
| 18.2835 | 148700 | 0.0 | - |
| 18.2897 | 148750 | 0.0 | - |
| 18.2958 | 148800 | 0.0 | - |
| 18.3020 | 148850 | 0.0 | - |
| 18.3081 | 148900 | 0.0 | - |
| 18.3143 | 148950 | 0.0001 | - |
| 18.3204 | 149000 | 0.0001 | - |
| 18.3266 | 149050 | 0.0003 | - |
| 18.3327 | 149100 | 0.0002 | - |
| 18.3389 | 149150 | 0.0003 | - |
| 18.3450 | 149200 | 0.0002 | - |
| 18.3512 | 149250 | 0.0 | - |
| 18.3573 | 149300 | 0.0 | - |
| 18.3635 | 149350 | 0.0002 | - |
| 18.3696 | 149400 | 0.0002 | - |
| 18.3758 | 149450 | 0.0 | - |
| 18.3819 | 149500 | 0.0002 | - |
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| 18.4065 | 149700 | 0.0002 | - |
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| 18.4249 | 149850 | 0.0 | - |
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| 18.4372 | 149950 | 0.0003 | - |
| 18.4434 | 150000 | 0.0 | - |
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| 18.4618 | 150150 | 0.0001 | - |
| 18.4680 | 150200 | 0.0005 | - |
| 18.4741 | 150250 | 0.0002 | - |
| 18.4803 | 150300 | 0.0002 | - |
| 18.4864 | 150350 | 0.0003 | - |
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| 18.5110 | 150550 | 0.0003 | - |
| 18.5172 | 150600 | 0.0 | - |
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| 18.5294 | 150700 | 0.0 | - |
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| 18.5602 | 150950 | 0.0003 | - |
| 18.5663 | 151000 | 0.0 | - |
| 18.5725 | 151050 | 0.0 | - |
| 18.5786 | 151100 | 0.0 | - |
| 18.5848 | 151150 | 0.0 | - |
| 18.5909 | 151200 | 0.0 | - |
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| 18.6032 | 151300 | 0.0001 | - |
| 18.6094 | 151350 | 0.0 | - |
| 18.6155 | 151400 | 0.0 | - |
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| 18.6278 | 151500 | 0.0 | - |
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| 18.6586 | 151750 | 0.0 | - |
| 18.6647 | 151800 | 0.0 | - |
| 18.6708 | 151850 | 0.0 | - |
| 18.6770 | 151900 | 0.0 | - |
| 18.6831 | 151950 | 0.0 | - |
| 18.6893 | 152000 | 0.0 | - |
| 18.6954 | 152050 | 0.0 | - |
| 18.7016 | 152100 | 0.0 | - |
| 18.7077 | 152150 | 0.0 | - |
| 18.7139 | 152200 | 0.0 | - |
| 18.7200 | 152250 | 0.0 | - |
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| 18.7323 | 152350 | 0.0 | - |
| 18.7385 | 152400 | 0.0001 | - |
| 18.7446 | 152450 | 0.0001 | - |
| 18.7508 | 152500 | 0.0 | - |
| 18.7569 | 152550 | 0.0 | - |
| 18.7631 | 152600 | 0.0 | - |
| 18.7692 | 152650 | 0.0 | - |
| 18.7754 | 152700 | 0.0 | - |
| 18.7815 | 152750 | 0.0 | - |
| 18.7877 | 152800 | 0.0 | - |
| 18.7938 | 152850 | 0.0 | - |
| 18.8000 | 152900 | 0.0 | - |
| 18.8061 | 152950 | 0.0 | - |
| 18.8122 | 153000 | 0.0 | - |
| 18.8184 | 153050 | 0.0 | - |
| 18.8245 | 153100 | 0.0 | - |
| 18.8307 | 153150 | 0.0 | - |
| 18.8368 | 153200 | 0.0 | - |
| 18.8430 | 153250 | 0.0 | - |
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| 18.8676 | 153450 | 0.0001 | - |
| 18.8737 | 153500 | 0.0002 | - |
| 18.8799 | 153550 | 0.0 | - |
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| 18.8922 | 153650 | 0.0002 | - |
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| 18.9045 | 153750 | 0.0005 | - |
| 18.9106 | 153800 | 0.0001 | - |
| 18.9168 | 153850 | 0.0 | - |
| 18.9229 | 153900 | 0.0 | - |
| 18.9291 | 153950 | 0.0002 | - |
| 18.9352 | 154000 | 0.0005 | - |
| 18.9414 | 154050 | 0.0003 | - |
| 18.9475 | 154100 | 0.0001 | - |
| 18.9536 | 154150 | 0.0 | - |
| 18.9598 | 154200 | 0.0 | - |
| 18.9659 | 154250 | 0.0001 | - |
| 18.9721 | 154300 | 0.0001 | - |
| 18.9782 | 154350 | 0.0008 | - |
| 18.9844 | 154400 | 0.0002 | - |
| 18.9905 | 154450 | 0.0003 | - |
| 18.9967 | 154500 | 0.001 | - |
| 19.0028 | 154550 | 0.0009 | - |
| 19.0090 | 154600 | 0.0002 | - |
| 19.0151 | 154650 | 0.0002 | - |
| 19.0213 | 154700 | 0.0003 | - |
| 19.0274 | 154750 | 0.0003 | - |
| 19.0336 | 154800 | 0.0003 | - |
| 19.0397 | 154850 | 0.0 | - |
| 19.0459 | 154900 | 0.0008 | - |
| 19.0520 | 154950 | 0.0 | - |
| 19.0582 | 155000 | 0.0002 | - |
| 19.0643 | 155050 | 0.0003 | - |
| 19.0705 | 155100 | 0.0014 | - |
| 19.0766 | 155150 | 0.0014 | - |
| 19.0827 | 155200 | 0.0002 | - |
| 19.0889 | 155250 | 0.0001 | - |
| 19.0950 | 155300 | 0.0 | - |
| 19.1012 | 155350 | 0.0001 | - |
| 19.1073 | 155400 | 0.0002 | - |
| 19.1135 | 155450 | 0.0003 | - |
| 19.1196 | 155500 | 0.0 | - |
| 19.1258 | 155550 | 0.0001 | - |
| 19.1319 | 155600 | 0.0 | - |
| 19.1381 | 155650 | 0.0 | - |
| 19.1442 | 155700 | 0.0005 | - |
| 19.1504 | 155750 | 0.0003 | - |
| 19.1565 | 155800 | 0.0003 | - |
| 19.1627 | 155850 | 0.0002 | - |
| 19.1688 | 155900 | 0.0003 | - |
| 19.1750 | 155950 | 0.0 | - |
| 19.1811 | 156000 | 0.0002 | - |
| 19.1873 | 156050 | 0.0002 | - |
| 19.1934 | 156100 | 0.0003 | - |
| 19.1996 | 156150 | 0.0 | - |
| 19.2057 | 156200 | 0.0 | - |
| 19.2119 | 156250 | 0.0002 | - |
| 19.2180 | 156300 | 0.0 | - |
| 19.2241 | 156350 | 0.0 | - |
| 19.2303 | 156400 | 0.0 | - |
| 19.2364 | 156450 | 0.0 | - |
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| 19.2795 | 156800 | 0.0 | - |
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| 19.2918 | 156900 | 0.0 | - |
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| 19.3041 | 157000 | 0.0 | - |
| 19.3102 | 157050 | 0.0 | - |
| 19.3164 | 157100 | 0.0 | - |
| 19.3225 | 157150 | 0.0 | - |
| 19.3287 | 157200 | 0.0 | - |
| 19.3348 | 157250 | 0.0 | - |
| 19.3410 | 157300 | 0.0 | - |
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| 19.3533 | 157400 | 0.0001 | - |
| 19.3594 | 157450 | 0.0002 | - |
| 19.3655 | 157500 | 0.0 | - |
| 19.3717 | 157550 | 0.0 | - |
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| 19.4024 | 157800 | 0.0 | - |
| 19.4086 | 157850 | 0.0 | - |
| 19.4147 | 157900 | 0.0 | - |
| 19.4209 | 157950 | 0.0 | - |
| 19.4270 | 158000 | 0.0 | - |
| 19.4332 | 158050 | 0.0 | - |
| 19.4393 | 158100 | 0.0 | - |
| 19.4455 | 158150 | 0.0 | - |
| 19.4516 | 158200 | 0.0005 | - |
| 19.4578 | 158250 | 0.0 | - |
| 19.4639 | 158300 | 0.0 | - |
| 19.4701 | 158350 | 0.0002 | - |
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| 19.5500 | 159000 | 0.0 | - |
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| 19.5623 | 159100 | 0.0 | - |
| 19.5684 | 159150 | 0.0 | - |
| 19.5746 | 159200 | 0.0 | - |
| 19.5807 | 159250 | 0.0 | - |
| 19.5869 | 159300 | 0.0 | - |
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| 19.6299 | 159650 | 0.0001 | - |
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| 19.6422 | 159750 | 0.0002 | - |
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| 19.6545 | 159850 | 0.0003 | - |
| 19.6606 | 159900 | 0.0002 | - |
| 19.6668 | 159950 | 0.0 | - |
| 19.6729 | 160000 | 0.0008 | - |
| 19.6791 | 160050 | 0.0 | - |
| 19.6852 | 160100 | 0.0003 | - |
| 19.6914 | 160150 | 0.0008 | - |
| 19.6975 | 160200 | 0.0002 | - |
| 19.7037 | 160250 | 0.0003 | - |
| 19.7098 | 160300 | 0.0002 | - |
| 19.7160 | 160350 | 0.0011 | - |
| 19.7221 | 160400 | 0.0 | - |
| 19.7283 | 160450 | 0.0003 | - |
| 19.7344 | 160500 | 0.0002 | - |
| 19.7406 | 160550 | 0.0 | - |
| 19.7467 | 160600 | 0.0002 | - |
| 19.7529 | 160650 | 0.0002 | - |
| 19.7590 | 160700 | 0.0002 | - |
| 19.7652 | 160750 | 0.0008 | - |
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| 19.7836 | 160900 | 0.0003 | - |
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| 19.7959 | 161000 | 0.0005 | - |
| 19.8020 | 161050 | 0.0005 | - |
| 19.8082 | 161100 | 0.0 | - |
| 19.8143 | 161150 | 0.0003 | - |
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| 19.8266 | 161250 | 0.0002 | - |
| 19.8328 | 161300 | 0.0002 | - |
| 19.8389 | 161350 | 0.0006 | - |
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| 19.8574 | 161500 | 0.0002 | - |
| 19.8635 | 161550 | 0.0 | - |
| 19.8697 | 161600 | 0.0 | - |
| 19.8758 | 161650 | 0.0 | - |
| 19.8820 | 161700 | 0.0002 | - |
| 19.8881 | 161750 | 0.0005 | - |
| 19.8943 | 161800 | 0.0 | - |
| 19.9004 | 161850 | 0.0003 | - |
| 19.9066 | 161900 | 0.0 | - |
| 19.9127 | 161950 | 0.0 | - |
| 19.9188 | 162000 | 0.0002 | - |
| 19.9250 | 162050 | 0.0002 | - |
| 19.9311 | 162100 | 0.0006 | - |
| 19.9373 | 162150 | 0.0003 | - |
| 19.9434 | 162200 | 0.0005 | - |
| 19.9496 | 162250 | 0.0002 | - |
| 19.9557 | 162300 | 0.0 | - |
| 19.9619 | 162350 | 0.0005 | - |
| 19.9680 | 162400 | 0.0 | - |
| 19.9742 | 162450 | 0.0003 | - |
| 19.9803 | 162500 | 0.0003 | - |
| 19.9865 | 162550 | 0.0002 | - |
| 19.9926 | 162600 | 0.0002 | - |
| 19.9988 | 162650 | 0.0007 | - |
| 20.0049 | 162700 | 0.0005 | - |
| 20.0111 | 162750 | 0.0 | - |
| 20.0172 | 162800 | 0.0003 | - |
| 20.0234 | 162850 | 0.0003 | - |
| 20.0295 | 162900 | 0.0 | - |
| 20.0357 | 162950 | 0.0002 | - |
| 20.0418 | 163000 | 0.0 | - |
| 20.0480 | 163050 | 0.0003 | - |
| 20.0541 | 163100 | 0.0002 | - |
| 20.0602 | 163150 | 0.0003 | - |
| 20.0664 | 163200 | 0.0002 | - |
| 20.0725 | 163250 | 0.0 | - |
| 20.0787 | 163300 | 0.0 | - |
| 20.0848 | 163350 | 0.0003 | - |
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| 29.9951 | 243950 | 0.0 | - |
### Framework Versions
- Python: 3.10.12
- SetFit: 1.1.0
- Sentence Transformers: 3.3.1
- Transformers: 4.44.2
- PyTorch: 2.2.0a0+81ea7a4
- Datasets: 3.2.0
- Tokenizers: 0.19.1
## Citation
### BibTeX
```bibtex
@article{https://doi.org/10.48550/arxiv.2209.11055,
doi = {10.48550/ARXIV.2209.11055},
url = {https://arxiv.org/abs/2209.11055},
author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Efficient Few-Shot Learning Without Prompts},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}
```
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