README.md

metadata

base_model: Snowflake/snowflake-arctic-embed-l
datasets: []
language: []
library_name: sentence-transformers
pipeline_tag: sentence-similarity
tags:
  - sentence-transformers
  - sentence-similarity
  - feature-extraction
  - generated_from_trainer
  - dataset_size:2030426
  - loss:MultipleNegativesRankingLoss
widget:
  - source_sentence: 'query: Make Tex Mex Gazpacho 10/27'
    sentences:
      - >
        passage: 06/12/60 with tradition stretching back thousands of years in
        addition to living under British rule for over a century, Hong Kong is a
        melting pot of both Eastern tradition and Western culture.
      - >
        passage: Are you tired of having the same boring hot soups? or you want
        some new soup recipe? Well, let's explore the world of cold soups.
        Tex-Mex gazpacho is a great example of chilled soup. 10/27
      - >
        passage: You've now reached the awesome teen years - you're finally
        13-19 years old and your parents are nicknaming you 'obnoxious'.
        Suddenly life seems to suck, and you keep wishing you were back in your
        fun, carefree kiddie past, you long to be younger. Sep 15
  - source_sentence: 'query: today:2018-11-12 Make Garlic Hummus '
    sentences:
      - >
        passage:  This how-to will walk you through the steps necessary to
        create a batch of vegetarian garlic hummus. 
      - >
        passage: School is tough and the last thing we need is to be insecure.
        There are things all over the place that make girls today insecure:
        magazines, TV, even fellow females. 06/22
      - >
        passage: Being overly emotional may mean reacting to feelings like
        anger, sadness, and fear quickly instead of letting all of your
        intelligence weigh in. Chances are, if you feel overly emotional you are
        relating to your emotions in a way that isn’t always constructive.
        03/06/2013
  - source_sentence: 'query: today:2030-01-13 3 days ago make Banana Miracle Whip Muffins'
    sentences:
      - >
        passage: 01/28/13 sussex rabbits are known for their teddy bear-like
        appearance, friendly temperament, and playful natures. [1]  These
        rabbits come in pale gold and cream colors and they have a short, stocky
        build.
      - >
        passage: Winter 2029 This recipe of banana muffins is delicious and
        scrumptious. The muffins are melt-in-your-mouth thanks to the addition
        of Miracle Whip. 
      - >
        passage:  Friends are important, so make sure you know how to keep them.
        Monsoon 08
  - source_sentence: 'query: today:2081-12-01 Clear Your Skin Overnight this week '
    sentences:
      - >
        passage: Sometimes when you have a new pimple and big plans the
        following day, you would really like to eliminate the blemish overnight.
        While not guaranteed to be effective for all types of acne or all skin
        types, you can still take action to clear some blemishes quickly,
        possibly in as little as one night. 2081-11-30
      - >
        passage: May '23 japan is an ancient country with an exciting history.
        It is also a world leader in many avenues. Immigrants who wish to
        establish citizenship in Japan should know that the procedure can be
        time consuming -- up to a year or more.
      - >
        passage: No matter how much you spend on your cologne, there are some
        days when the scent seems to disappear before you even make it to lunch.
        If you're tired of your fragrance fading, all it takes it a few simple
        tips and tricks to help boost its staying power. 03/25
  - source_sentence: 'query: Convince Your Employer You Are Suitable for Work 08/03'
    sentences:
      - >
        passage: 05/01/52 if you are passionate about yoga, appreciate its
        health benefits, and want to share these benefits with other people,
        then you might be the perfect candidate for teaching yoga.
      - >
        passage: 09/01/26 This wikiHow teaches you how to transfer new contacts
        onto your iPhone from other email accounts such as Gmail, Yahoo, and
        Outlook. 
      - >
        passage: When a market is competitive, you should convince your employer
        that you are the best candidate for the job. But how will you achieve
        this? It's not nuclear physics ! 08/03

Github and Technical Report

To view our technical report and for access to other model and dataset related scripts visit our github Github

Timely: An Embeddings Model For Temporal Reasoning

At Khoj, we develop open-source personal AI to simplify how people engage with machines. The RAG component in modern AI systems commonly uses an embedding model to retrieve relevant documents for a user query. This retrieved-context enables accurate and personalized responses.

However, most of these models struggle with temporal reasoning. For instance, if asked "Where was I last summer?", the model would struggle to understand the framing of that question. It requires us to understand the relativity of time (that 2010 is before 2011), and when summer might be (between May - September).

When we express dates, we often use shorthands like ‘back in June’, ‘on summer break’, and ‘06/15’; all syntaxes that models don’t presently handle well. As such, your embedding model may not find documents with dates within that specific period. This limitation is significant, given the importance of time and date in language and daily life.

To address this problem, we propose Timely, a comprehensive pipeline for date-aware dataset generation, model fine-tuning, and benchmarking. Specifically, our goal is to create models that can:

1. Identify natural language dates in queries and documents better
2. Can handle relative and soft data filters more naturally (e.g. discerning that June is closer than November when talking about Spring).

SentenceTransformer based on Snowflake/snowflake-arctic-embed-l

This is a sentence-transformers model finetuned from Snowflake/snowflake-arctic-embed-l. It maps sentences & paragraphs to a 1024-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.

Model Details

Model Description

• Model Type: Sentence Transformer
• Base model: Snowflake/snowflake-arctic-embed-l
• Maximum Sequence Length: 512 tokens
• Output Dimensionality: 1024 tokens
• Similarity Function: Cosine Similarity

Model Sources

• Documentation: Sentence Transformers Documentation
• Repository: Sentence Transformers on GitHub
• Hugging Face: Sentence Transformers on Hugging Face

Full Model Architecture

SentenceTransformer(
  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel 
  (1): Pooling({'word_embedding_dimension': 1024, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
  (2): Normalize()
)

Usage

Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

pip install -U sentence-transformers

Then you can load this model and run inference.

from sentence_transformers import SentenceTransformer

# Download from the 🤗 Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
    'query: Convince Your Employer You Are Suitable for Work 08/03',
    "passage: When a market is competitive, you should convince your employer that you are the best candidate for the job. But how will you achieve this? It's not nuclear physics ! 08/03\n",
    'passage: 09/01/26 This wikiHow teaches you how to transfer new contacts onto your iPhone from other email accounts such as Gmail, Yahoo, and Outlook. \n',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 1024]

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]

Training Details

Training Dataset

Unnamed Dataset

• Size: 2,030,426 training samples
• Columns: anchors and positive
• Approximate statistics based on the first 1000 samples:

  	anchors	positive
  type	string	string
  details	min: 9 tokens mean: 18.76 tokens max: 32 tokens	min: 23 tokens mean: 53.19 tokens max: 109 tokens

• Samples:

  anchors	positive
  query: today:2022-04-21 Sell Fine Art Online this month	passage: So you're a new or aspiring artist and your creativity has spawned something unique and interesting. Now you're ready to display and sell this creation and perhaps make some money, but you're venturing into the unknown. Spring 2022
  query: today:2015-01-16 5 days ago be Well Read	passage: "Jan 11 2015 if you want to be well-read, then, in the words of William Faulkner, you'll have to ""Read, read, read. Read everything..."" You can start at the very beginning, or just make your way down an eclectic list of books that you'd like to read."
  query: today:2046-07-13 Pick a Stage Name early last year	passage: Stage names are used by all types of performers, from musicians, actors and roller derby athletes to burlesque dancers, belly dancers, and exotic dancers. 01/01/45

• Loss: MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

Evaluation Dataset

Unnamed Dataset

• Size: 1,000 evaluation samples
• Columns: anchors and positive
• Approximate statistics based on the first 1000 samples:

  	anchors	positive
  type	string	string
  details	min: 7 tokens mean: 17.18 tokens max: 36 tokens	min: 11 tokens mean: 50.59 tokens max: 130 tokens

• Samples:

  anchors	positive
  query: Create a Superstar in Madden 04/11	passage: Superstar is one of the most fun modes in Madden NFL 12 and this guide will help you get the most out of it. Apr 11
  query: today:2022-11-06 Choose a Vapor Cig 15 years ago	passage: A vapor cigarette is an electronic device that delivers nicotine to the body in the form of a vapor. Although there is currently no definitive research on whether or not vapor cigarettes can help you stop smoking, their increasing popularity is undeniable. 10/12/2007
  query: 07/09/12 share a File from Bitcasa on iOS	passage: Jul 9 1912 with the Bitcasa app on your iPhone or iPad, you can easily share a file, or several files, with just a few taps on your mobile device. No need to use a computer to go to Bitcasa’s website and generate the share links from there.

• Loss: MultipleNegativesRankingLoss with these parameters:

  {
      "scale": 20.0,
      "similarity_fct": "cos_sim"
  }
  

Training Hyperparameters

Non-Default Hyperparameters

• eval_strategy: steps
• per_device_train_batch_size: 64
• per_device_eval_batch_size: 64
• learning_rate: 1e-05
• weight_decay: 0.01
• num_train_epochs: 1
• warmup_ratio: 0.1
• warmup_steps: 400
• bf16: True
• torch_compile: True
• torch_compile_backend: inductor
• batch_sampler: no_duplicates

All Hyperparameters

Click to expand

• overwrite_output_dir: False
• do_predict: False
• eval_strategy: steps
• prediction_loss_only: True
• per_device_train_batch_size: 64
• per_device_eval_batch_size: 64
• per_gpu_train_batch_size: None
• per_gpu_eval_batch_size: None
• gradient_accumulation_steps: 1
• eval_accumulation_steps: None
• learning_rate: 1e-05
• weight_decay: 0.01
• adam_beta1: 0.9
• adam_beta2: 0.999
• adam_epsilon: 1e-08
• max_grad_norm: 1.0
• num_train_epochs: 1
• max_steps: -1
• lr_scheduler_type: linear
• lr_scheduler_kwargs: {}
• warmup_ratio: 0.1
• warmup_steps: 400
• log_level: passive
• log_level_replica: warning
• log_on_each_node: True
• logging_nan_inf_filter: True
• save_safetensors: True
• save_on_each_node: False
• save_only_model: False
• restore_callback_states_from_checkpoint: False
• no_cuda: False
• use_cpu: False
• use_mps_device: False
• seed: 42
• data_seed: None
• jit_mode_eval: False
• use_ipex: False
• bf16: True
• fp16: False
• fp16_opt_level: O1
• half_precision_backend: auto
• bf16_full_eval: False
• fp16_full_eval: False
• tf32: None
• local_rank: 0
• ddp_backend: None
• tpu_num_cores: None
• tpu_metrics_debug: False
• debug: []
• dataloader_drop_last: False
• dataloader_num_workers: 0
• dataloader_prefetch_factor: None
• past_index: -1
• disable_tqdm: False
• remove_unused_columns: True
• label_names: None
• load_best_model_at_end: False
• ignore_data_skip: False
• fsdp: []
• fsdp_min_num_params: 0
• fsdp_config: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
• fsdp_transformer_layer_cls_to_wrap: None
• accelerator_config: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
• deepspeed: None
• label_smoothing_factor: 0.0
• optim: adamw_torch
• optim_args: None
• adafactor: False
• group_by_length: False
• length_column_name: length
• ddp_find_unused_parameters: None
• ddp_bucket_cap_mb: None
• ddp_broadcast_buffers: False
• dataloader_pin_memory: True
• dataloader_persistent_workers: False
• skip_memory_metrics: True
• use_legacy_prediction_loop: False
• push_to_hub: False
• resume_from_checkpoint: None
• hub_model_id: None
• hub_strategy: every_save
• hub_private_repo: False
• hub_always_push: False
• gradient_checkpointing: False
• gradient_checkpointing_kwargs: None
• include_inputs_for_metrics: False
• eval_do_concat_batches: True
• fp16_backend: auto
• push_to_hub_model_id: None
• push_to_hub_organization: None
• mp_parameters:
• auto_find_batch_size: False
• full_determinism: False
• torchdynamo: None
• ray_scope: last
• ddp_timeout: 1800
• torch_compile: True
• torch_compile_backend: inductor
• torch_compile_mode: None
• dispatch_batches: None
• split_batches: None
• include_tokens_per_second: False
• include_num_input_tokens_seen: False
• neftune_noise_alpha: None
• optim_target_modules: None
• batch_eval_metrics: False
• eval_on_start: False
• batch_sampler: no_duplicates
• multi_dataset_batch_sampler: proportional

Training Logs

Click to expand

Epoch	Step	Training Loss	loss
0.0000	1	2.0247	-
0.0003	10	2.2764	-
0.0006	20	1.9659	-
0.0009	30	1.7947	-
0.0013	40	1.415	-
0.0016	50	1.1407	-
0.0019	60	0.9247	-
0.0022	70	0.8251	-
0.0025	80	0.8074	-
0.0028	90	0.5036	-
0.0032	100	0.5754	-
0.0035	110	0.5458	-
0.0038	120	0.5522	-
0.0041	130	0.3305	-
0.0044	140	0.2138	-
0.0047	150	0.2733	-
0.0050	160	0.4118	-
0.0054	170	0.2818	-
0.0057	180	0.4618	-
0.0060	190	0.5431	-
0.0063	200	0.2164	-
0.0066	210	0.2947	-
0.0069	220	0.2971	-
0.0072	230	0.2386	-
0.0076	240	0.2584	-
0.0079	250	0.152	-
0.0082	260	0.3772	-
0.0085	270	0.3227	-
0.0088	280	0.1885	-
0.0091	290	0.1352	-
0.0095	300	0.2362	-
0.0098	310	0.1548	-
0.0101	320	0.099	-
0.0104	330	0.1301	-
0.0107	340	0.1141	-
0.0110	350	0.1161	-
0.0113	360	0.1911	-
0.0117	370	0.1063	-
0.0120	380	0.125	-
0.0123	390	0.103	-
0.0126	400	0.1543	-
0.0129	410	0.1701	-
0.0132	420	0.1436	-
0.0136	430	0.1448	-
0.0139	440	0.1289	-
0.0142	450	0.2528	-
0.0145	460	0.1614	-
0.0148	470	0.1627	-
0.0151	480	0.1077	-
0.0154	490	0.1918	-
0.0158	500	0.1245	-
0.0161	510	0.1293	-
0.0164	520	0.0955	-
0.0167	530	0.1349	-
0.0170	540	0.1863	-
0.0173	550	0.2064	-
0.0177	560	0.147	-
0.0180	570	0.1206	-
0.0183	580	0.086	-
0.0186	590	0.1341	-
0.0189	600	0.1283	-
0.0192	610	0.1223	-
0.0195	620	0.0757	-
0.0199	630	0.0733	-
0.0202	640	0.1089	-
0.0205	650	0.0879	-
0.0208	660	0.0784	-
0.0211	670	0.1075	-
0.0214	680	0.0694	-
0.0217	690	0.1183	-
0.0221	700	0.0726	-
0.0224	710	0.0545	-
0.0227	720	0.0714	-
0.0230	730	0.071	-
0.0233	740	0.0991	-
0.0236	750	0.0667	-
0.0240	760	0.0479	-
0.0243	770	0.0304	-
0.0246	780	0.0627	-
0.0249	790	0.0682	-
0.0252	800	0.0734	-
0.0255	810	0.0577	-
0.0258	820	0.0477	-
0.0262	830	0.0899	-
0.0265	840	0.0674	-
0.0268	850	0.0339	-
0.0271	860	0.0368	-
0.0274	870	0.0367	-
0.0277	880	0.0788	-
0.0281	890	0.0533	-
0.0284	900	0.0633	-
0.0287	910	0.0546	-
0.0290	920	0.07	-
0.0293	930	0.0467	-
0.0296	940	0.1031	-
0.0299	950	0.1414	-
0.0303	960	0.0728	-
0.0306	970	0.0789	-
0.0309	980	0.0854	-
0.0312	990	0.0838	-
0.0315	1000	0.0462	-
0.0318	1010	0.067	-
0.0322	1020	0.0557	-
0.0325	1030	0.0601	-
0.0328	1040	0.0594	-
0.0331	1050	0.0515	-
0.0334	1060	0.0594	-
0.0337	1070	0.083	-
0.0340	1080	0.0837	-
0.0344	1090	0.0613	-
0.0347	1100	0.0491	-
0.0350	1110	0.0533	-
0.0353	1120	0.0799	-
0.0356	1130	0.0816	-
0.0359	1140	0.0581	-
0.0362	1150	0.0668	-
0.0366	1160	0.0593	-
0.0369	1170	0.0826	-
0.0372	1180	0.0493	-
0.0375	1190	0.0431	-
0.0378	1200	0.0473	-
0.0381	1210	0.0626	-
0.0385	1220	0.0334	-
0.0388	1230	0.0208	-
0.0391	1240	0.0275	-
0.0394	1250	0.0612	-
0.0397	1260	0.0321	-
0.0400	1270	0.043	-
0.0403	1280	0.0912	-
0.0407	1290	0.045	-
0.0410	1300	0.031	-
0.0413	1310	0.0435	-
0.0416	1320	0.053	-
0.0419	1330	0.0402	-
0.0422	1340	0.0525	-
0.0426	1350	0.086	-
0.0429	1360	0.0889	-
0.0432	1370	0.0558	-
0.0435	1380	0.0331	-
0.0438	1390	0.0686	-
0.0441	1400	0.0543	-
0.0444	1410	0.0233	-
0.0448	1420	0.0106	-
0.0451	1430	0.0279	-
0.0454	1440	0.0244	-
0.0457	1450	0.0354	-
0.0460	1460	0.0312	-
0.0463	1470	0.0438	-
0.0466	1480	0.0252	-
0.0470	1490	0.0334	-
0.0473	1500	0.0487	-
0.0476	1510	0.0436	-
0.0479	1520	0.0481	-
0.0482	1530	0.0486	-
0.0485	1540	0.0636	-
0.0489	1550	0.0648	-
0.0492	1560	0.0474	-
0.0495	1570	0.0428	-
0.0498	1580	0.0464	-
0.0501	1590	0.0263	-
0.0504	1600	0.0362	-
0.0507	1610	0.0273	-
0.0511	1620	0.0476	-
0.0514	1630	0.0517	-
0.0517	1640	0.0788	-
0.0520	1650	0.0487	-
0.0523	1660	0.0435	-
0.0526	1670	0.023	-
0.0530	1680	0.0422	-
0.0533	1690	0.048	-
0.0536	1700	0.0373	-
0.0539	1710	0.0331	-
0.0542	1720	0.0303	-
0.0545	1730	0.0339	-
0.0548	1740	0.0391	-
0.0552	1750	0.04	-
0.0555	1760	0.046	-
0.0558	1770	0.0251	-
0.0561	1780	0.0501	-
0.0564	1790	0.0556	-
0.0567	1800	0.0289	-
0.0571	1810	0.0415	-
0.0574	1820	0.0302	-
0.0577	1830	0.0553	-
0.0580	1840	0.0352	-
0.0583	1850	0.0424	-
0.0586	1860	0.021	-
0.0589	1870	0.0207	-
0.0593	1880	0.0408	-
0.0596	1890	0.0323	-
0.0599	1900	0.0336	-
0.0602	1910	0.028	-
0.0605	1920	0.031	-
0.0608	1930	0.0572	-
0.0611	1940	0.0146	-
0.0615	1950	0.0138	-
0.0618	1960	0.0206	-
0.0621	1970	0.0409	-
0.0624	1980	0.0383	-
0.0627	1990	0.0319	-
0.0630	2000	0.0354	0.0598
0.0634	2010	0.0333	-
0.0637	2020	0.0354	-
0.0640	2030	0.0388	-
0.0643	2040	0.0678	-
0.0646	2050	0.0422	-
0.0649	2060	0.0321	-
0.0652	2070	0.0467	-
0.0656	2080	0.0533	-
0.0659	2090	0.0375	-
0.0662	2100	0.0525	-
0.0665	2110	0.0424	-
0.0668	2120	0.033	-
0.0671	2130	0.0345	-
0.0675	2140	0.0297	-
0.0678	2150	0.0429	-
0.0681	2160	0.0291	-
0.0684	2170	0.0385	-
0.0687	2180	0.0461	-
0.0690	2190	0.0303	-
0.0693	2200	0.0266	-
0.0697	2210	0.045	-
0.0700	2220	0.0498	-
0.0703	2230	0.0452	-
0.0706	2240	0.0316	-
0.0709	2250	0.0326	-
0.0712	2260	0.0358	-
0.0716	2270	0.0377	-
0.0719	2280	0.0286	-
0.0722	2290	0.0321	-
0.0725	2300	0.0369	-
0.0728	2310	0.029	-
0.0731	2320	0.0099	-
0.0734	2330	0.0111	-
0.0738	2340	0.0231	-
0.0741	2350	0.0283	-
0.0744	2360	0.0262	-
0.0747	2370	0.0419	-
0.0750	2380	0.0359	-
0.0753	2390	0.0161	-
0.0756	2400	0.0398	-
0.0760	2410	0.0331	-
0.0763	2420	0.0247	-
0.0766	2430	0.0413	-
0.0769	2440	0.0274	-
0.0772	2450	0.0608	-
0.0775	2460	0.0371	-
0.0779	2470	0.0191	-
0.0782	2480	0.0381	-
0.0785	2490	0.0435	-
0.0788	2500	0.0199	-
0.0791	2510	0.0169	-
0.0794	2520	0.0127	-
0.0797	2530	0.018	-
0.0801	2540	0.0171	-
0.0804	2550	0.0335	-
0.0807	2560	0.0108	-
0.0810	2570	0.0247	-
0.0813	2580	0.02	-
0.0816	2590	0.0363	-
0.0820	2600	0.033	-
0.0823	2610	0.0364	-
0.0826	2620	0.0275	-
0.0829	2630	0.0289	-
0.0832	2640	0.0307	-
0.0835	2650	0.0487	-
0.0838	2660	0.0383	-
0.0842	2670	0.0287	-
0.0845	2680	0.0253	-
0.0848	2690	0.0269	-
0.0851	2700	0.0331	-
0.0854	2710	0.0232	-
0.0857	2720	0.034	-
0.0860	2730	0.0478	-
0.0864	2740	0.0452	-
0.0867	2750	0.0385	-
0.0870	2760	0.0147	-
0.0873	2770	0.0237	-
0.0876	2780	0.0408	-
0.0879	2790	0.0204	-
0.0883	2800	0.0322	-
0.0886	2810	0.0233	-
0.0889	2820	0.0206	-
0.0892	2830	0.0233	-
0.0895	2840	0.0206	-
0.0898	2850	0.0306	-
0.0901	2860	0.0156	-
0.0905	2870	0.0343	-
0.0908	2880	0.0358	-
0.0911	2890	0.0232	-
0.0914	2900	0.0144	-
0.0917	2910	0.0231	-
0.0920	2920	0.0345	-
0.0924	2930	0.025	-
0.0927	2940	0.0227	-
0.0930	2950	0.0207	-
0.0933	2960	0.0166	-
0.0936	2970	0.0249	-
0.0939	2980	0.026	-
0.0942	2990	0.0262	-
0.0946	3000	0.0216	-
0.0949	3010	0.0158	-
0.0952	3020	0.0366	-
0.0955	3030	0.0101	-
0.0958	3040	0.011	-
0.0961	3050	0.018	-
0.0965	3060	0.0278	-
0.0968	3070	0.0238	-
0.0971	3080	0.0247	-
0.0974	3090	0.0289	-
0.0977	3100	0.0255	-
0.0980	3110	0.0307	-
0.0983	3120	0.0304	-
0.0987	3130	0.0403	-
0.0990	3140	0.027	-
0.0993	3150	0.0377	-
0.0996	3160	0.0301	-
0.0999	3170	0.0337	-
0.1002	3180	0.0326	-
0.1005	3190	0.0359	-
0.1009	3200	0.0308	-
0.1012	3210	0.0335	-
0.1015	3220	0.0341	-
0.1018	3230	0.0198	-
0.1021	3240	0.0297	-
0.1024	3250	0.0239	-
0.1028	3260	0.0346	-
0.1031	3270	0.0334	-
0.1034	3280	0.0243	-
0.1037	3290	0.0269	-
0.1040	3300	0.0212	-
0.1043	3310	0.0409	-
0.1046	3320	0.0414	-
0.1050	3330	0.0354	-
0.1053	3340	0.0251	-
0.1056	3350	0.0331	-
0.1059	3360	0.0521	-
0.1062	3370	0.0189	-
0.1065	3380	0.0234	-
0.1069	3390	0.0313	-
0.1072	3400	0.0279	-
0.1075	3410	0.0135	-
0.1078	3420	0.0165	-
0.1081	3430	0.0141	-
0.1084	3440	0.0263	-
0.1087	3450	0.022	-
0.1091	3460	0.0291	-
0.1094	3470	0.0321	-
0.1097	3480	0.0178	-
0.1100	3490	0.0262	-
0.1103	3500	0.0214	-
0.1106	3510	0.0273	-
0.1110	3520	0.0201	-
0.1113	3530	0.0115	-
0.1116	3540	0.0395	-
0.1119	3550	0.0337	-
0.1122	3560	0.0193	-
0.1125	3570	0.0149	-
0.1128	3580	0.0326	-
0.1132	3590	0.0227	-
0.1135	3600	0.0097	-
0.1138	3610	0.0136	-
0.1141	3620	0.0128	-
0.1144	3630	0.0098	-
0.1147	3640	0.029	-
0.1150	3650	0.0099	-
0.1154	3660	0.0203	-
0.1157	3670	0.0127	-
0.1160	3680	0.03	-
0.1163	3690	0.0261	-
0.1166	3700	0.0342	-
0.1169	3710	0.0186	-
0.1173	3720	0.0245	-
0.1176	3730	0.0439	-
0.1179	3740	0.0348	-
0.1182	3750	0.0287	-
0.1185	3760	0.0255	-
0.1188	3770	0.0236	-
0.1191	3780	0.0167	-
0.1195	3790	0.0111	-
0.1198	3800	0.0138	-
0.1201	3810	0.0184	-
0.1204	3820	0.0221	-
0.1207	3830	0.0272	-
0.1210	3840	0.0334	-
0.1214	3850	0.0147	-
0.1217	3860	0.0154	-
0.1220	3870	0.0312	-
0.1223	3880	0.0205	-
0.1226	3890	0.0234	-
0.1229	3900	0.0163	-
0.1232	3910	0.0159	-
0.1236	3920	0.0203	-
0.1239	3930	0.0158	-
0.1242	3940	0.0223	-
0.1245	3950	0.0103	-
0.1248	3960	0.0167	-
0.1251	3970	0.021	-
0.1254	3980	0.0205	-
0.1258	3990	0.0181	-
0.1261	4000	0.0183	0.0320
0.1264	4010	0.0304	-
0.1267	4020	0.0287	-
0.1270	4030	0.0265	-
0.1273	4040	0.0135	-
0.1277	4050	0.0123	-
0.1280	4060	0.0156	-
0.1283	4070	0.013	-
0.1286	4080	0.0138	-
0.1289	4090	0.0244	-
0.1292	4100	0.0134	-
0.1295	4110	0.0207	-
0.1299	4120	0.0087	-
0.1302	4130	0.0132	-
0.1305	4140	0.008	-
0.1308	4150	0.0169	-
0.1311	4160	0.0181	-
0.1314	4170	0.0178	-
0.1318	4180	0.0131	-
0.1321	4190	0.0178	-
0.1324	4200	0.0255	-
0.1327	4210	0.0156	-
0.1330	4220	0.0365	-
0.1333	4230	0.0342	-
0.1336	4240	0.0251	-
0.1340	4250	0.0459	-
0.1343	4260	0.0241	-
0.1346	4270	0.0194	-
0.1349	4280	0.0162	-
0.1352	4290	0.0255	-
0.1355	4300	0.0236	-
0.1359	4310	0.0172	-
0.1362	4320	0.0122	-
0.1365	4330	0.02	-
0.1368	4340	0.0124	-
0.1371	4350	0.0172	-
0.1374	4360	0.0286	-
0.1377	4370	0.0384	-
0.1381	4380	0.0134	-
0.1384	4390	0.032	-
0.1387	4400	0.0194	-
0.1390	4410	0.0381	-
0.1393	4420	0.0206	-
0.1396	4430	0.0279	-
0.1399	4440	0.0232	-
0.1403	4450	0.0249	-
0.1406	4460	0.011	-
0.1409	4470	0.0141	-
0.1412	4480	0.0182	-
0.1415	4490	0.0166	-
0.1418	4500	0.0089	-
0.1422	4510	0.0084	-
0.1425	4520	0.01	-
0.1428	4530	0.0211	-
0.1431	4540	0.0131	-
0.1434	4550	0.0185	-
0.1437	4560	0.0238	-
0.1440	4570	0.0132	-
0.1444	4580	0.0156	-
0.1447	4590	0.0168	-
0.1450	4600	0.0189	-
0.1453	4610	0.0195	-
0.1456	4620	0.0112	-
0.1459	4630	0.0294	-
0.1463	4640	0.0289	-
0.1466	4650	0.0148	-
0.1469	4660	0.0104	-
0.1472	4670	0.0201	-
0.1475	4680	0.0256	-
0.1478	4690	0.0065	-
0.1481	4700	0.0085	-
0.1485	4710	0.0102	-
0.1488	4720	0.0098	-
0.1491	4730	0.0141	-
0.1494	4740	0.0096	-
0.1497	4750	0.0108	-
0.1500	4760	0.0084	-
0.1503	4770	0.009	-
0.1507	4780	0.0231	-
0.1510	4790	0.0211	-
0.1513	4800	0.0164	-
0.1516	4810	0.0184	-
0.1519	4820	0.0288	-
0.1522	4830	0.0229	-
0.1526	4840	0.0295	-
0.1529	4850	0.0232	-
0.1532	4860	0.0237	-
0.1535	4870	0.0162	-
0.1538	4880	0.0167	-
0.1541	4890	0.0132	-
0.1544	4900	0.0288	-
0.1548	4910	0.0196	-
0.1551	4920	0.0302	-
0.1554	4930	0.0348	-
0.1557	4940	0.0127	-
0.1560	4950	0.0133	-
0.1563	4960	0.0217	-
0.1567	4970	0.0139	-
0.1570	4980	0.0207	-
0.1573	4990	0.0135	-
0.1576	5000	0.0097	-
0.1579	5010	0.0133	-
0.1582	5020	0.0106	-
0.1585	5030	0.0226	-
0.1589	5040	0.0216	-
0.1592	5050	0.019	-
0.1595	5060	0.0172	-
0.1598	5070	0.0203	-
0.1601	5080	0.0111	-
0.1604	5090	0.0162	-
0.1608	5100	0.0117	-
0.1611	5110	0.0263	-
0.1614	5120	0.0088	-
0.1617	5130	0.0123	-
0.1620	5140	0.0102	-
0.1623	5150	0.007	-
0.1626	5160	0.0124	-
0.1630	5170	0.0137	-
0.1633	5180	0.0114	-
0.1636	5190	0.0113	-
0.1639	5200	0.0086	-
0.1642	5210	0.017	-
0.1645	5220	0.0079	-
0.1648	5230	0.0051	-
0.1652	5240	0.011	-
0.1655	5250	0.0239	-
0.1658	5260	0.0174	-
0.1661	5270	0.0119	-
0.1664	5280	0.0176	-
0.1667	5290	0.0167	-
0.1671	5300	0.0219	-
0.1674	5310	0.0327	-
0.1677	5320	0.0322	-
0.1680	5330	0.0156	-
0.1683	5340	0.0263	-
0.1686	5350	0.0183	-
0.1689	5360	0.0179	-
0.1693	5370	0.0155	-
0.1696	5380	0.0213	-
0.1699	5390	0.0178	-
0.1702	5400	0.0181	-
0.1705	5410	0.0092	-
0.1708	5420	0.0139	-
0.1712	5430	0.0125	-
0.1715	5440	0.0196	-
0.1718	5450	0.0172	-
0.1721	5460	0.0169	-
0.1724	5470	0.0197	-
0.1727	5480	0.0101	-
0.1730	5490	0.018	-
0.1734	5500	0.0256	-
0.1737	5510	0.0168	-
0.1740	5520	0.0177	-
0.1743	5530	0.0154	-
0.1746	5540	0.0184	-
0.1749	5550	0.0218	-
0.1753	5560	0.0115	-
0.1756	5570	0.0197	-
0.1759	5580	0.0272	-
0.1762	5590	0.013	-
0.1765	5600	0.0074	-
0.1768	5610	0.0097	-
0.1771	5620	0.0115	-
0.1775	5630	0.0166	-
0.1778	5640	0.0143	-
0.1781	5650	0.018	-
0.1784	5660	0.0212	-
0.1787	5670	0.0093	-
0.1790	5680	0.0184	-
0.1793	5690	0.0154	-
0.1797	5700	0.0123	-
0.1800	5710	0.011	-
0.1803	5720	0.0213	-
0.1806	5730	0.0261	-
0.1809	5740	0.0189	-
0.1812	5750	0.01	-
0.1816	5760	0.0179	-
0.1819	5770	0.0203	-
0.1822	5780	0.0075	-
0.1825	5790	0.0075	-
0.1828	5800	0.009	-
0.1831	5810	0.0077	-
0.1834	5820	0.0069	-
0.1838	5830	0.0187	-
0.1841	5840	0.0083	-
0.1844	5850	0.0087	-
0.1847	5860	0.0095	-
0.1850	5870	0.011	-
0.1853	5880	0.0168	-
0.1857	5890	0.0119	-
0.1860	5900	0.0097	-
0.1863	5910	0.0205	-
0.1866	5920	0.0173	-
0.1869	5930	0.011	-
0.1872	5940	0.0223	-
0.1875	5950	0.0135	-
0.1879	5960	0.0092	-
0.1882	5970	0.0118	-
0.1885	5980	0.0129	-
0.1888	5990	0.0101	-
0.1891	6000	0.0146	0.0319
0.1894	6010	0.0237	-
0.1897	6020	0.0206	-
0.1901	6030	0.0188	-
0.1904	6040	0.0089	-
0.1907	6050	0.016	-
0.1910	6060	0.0189	-
0.1913	6070	0.016	-
0.1916	6080	0.0119	-
0.1920	6090	0.0093	-
0.1923	6100	0.0103	-
0.1926	6110	0.0147	-
0.1929	6120	0.0112	-
0.1932	6130	0.0134	-
0.1935	6140	0.0083	-
0.1938	6150	0.0285	-
0.1942	6160	0.0224	-
0.1945	6170	0.0103	-
0.1948	6180	0.0139	-
0.1951	6190	0.0098	-
0.1954	6200	0.0232	-
0.1957	6210	0.0137	-
0.1961	6220	0.0179	-
0.1964	6230	0.0057	-
0.1967	6240	0.0102	-
0.1970	6250	0.0122	-
0.1973	6260	0.0122	-
0.1976	6270	0.0164	-
0.1979	6280	0.0143	-
0.1983	6290	0.0101	-
0.1986	6300	0.015	-
0.1989	6310	0.0076	-
0.1992	6320	0.0049	-
0.1995	6330	0.0062	-
0.1998	6340	0.0331	-
0.2002	6350	0.012	-
0.2005	6360	0.0165	-
0.2008	6370	0.0124	-
0.2011	6380	0.0092	-
0.2014	6390	0.0204	-
0.2017	6400	0.0121	-
0.2020	6410	0.0325	-
0.2024	6420	0.0178	-
0.2027	6430	0.0146	-
0.2030	6440	0.0202	-
0.2033	6450	0.0197	-
0.2036	6460	0.0148	-
0.2039	6470	0.017	-
0.2042	6480	0.0174	-
0.2046	6490	0.0099	-
0.2049	6500	0.0092	-
0.2052	6510	0.009	-
0.2055	6520	0.0195	-
0.2058	6530	0.0111	-
0.2061	6540	0.014	-
0.2065	6550	0.0181	-
0.2068	6560	0.017	-
0.2071	6570	0.0096	-
0.2074	6580	0.0158	-
0.2077	6590	0.0326	-
0.2080	6600	0.0124	-
0.2083	6610	0.016	-
0.2087	6620	0.016	-
0.2090	6630	0.0143	-
0.2093	6640	0.021	-
0.2096	6650	0.0107	-
0.2099	6660	0.0127	-
0.2102	6670	0.019	-
0.2106	6680	0.0155	-
0.2109	6690	0.009	-
0.2112	6700	0.0041	-
0.2115	6710	0.0115	-
0.2118	6720	0.013	-
0.2121	6730	0.0156	-
0.2124	6740	0.0312	-
0.2128	6750	0.0165	-
0.2131	6760	0.0121	-
0.2134	6770	0.0115	-
0.2137	6780	0.0193	-
0.2140	6790	0.018	-
0.2143	6800	0.0136	-
0.2147	6810	0.0082	-
0.2150	6820	0.0226	-
0.2153	6830	0.0155	-
0.2156	6840	0.0128	-
0.2159	6850	0.012	-
0.2162	6860	0.0191	-
0.2165	6870	0.006	-
0.2169	6880	0.0039	-
0.2172	6890	0.0055	-
0.2175	6900	0.0054	-
0.2178	6910	0.008	-
0.2181	6920	0.0078	-
0.2184	6930	0.0057	-
0.2187	6940	0.0074	-
0.2191	6950	0.0073	-
0.2194	6960	0.0121	-
0.2197	6970	0.0146	-
0.2200	6980	0.0112	-
0.2203	6990	0.011	-
0.2206	7000	0.0133	-
0.2210	7010	0.015	-
0.2213	7020	0.0208	-
0.2216	7030	0.0134	-
0.2219	7040	0.0099	-
0.2222	7050	0.0108	-
0.2225	7060	0.0116	-
0.2228	7070	0.009	-
0.2232	7080	0.012	-
0.2235	7090	0.0201	-
0.2238	7100	0.0145	-
0.2241	7110	0.0178	-
0.2244	7120	0.0241	-
0.2247	7130	0.0095	-
0.2251	7140	0.0112	-
0.2254	7150	0.0177	-
0.2257	7160	0.014	-
0.2260	7170	0.0074	-
0.2263	7180	0.0057	-
0.2266	7190	0.0107	-
0.2269	7200	0.009	-
0.2273	7210	0.0149	-
0.2276	7220	0.0096	-
0.2279	7230	0.0101	-
0.2282	7240	0.0168	-
0.2285	7250	0.0186	-
0.2288	7260	0.0085	-
0.2291	7270	0.0109	-
0.2295	7280	0.0135	-
0.2298	7290	0.0123	-
0.2301	7300	0.0154	-
0.2304	7310	0.0134	-
0.2307	7320	0.0082	-
0.2310	7330	0.0082	-
0.2314	7340	0.0113	-
0.2317	7350	0.0098	-
0.2320	7360	0.0107	-
0.2323	7370	0.0137	-
0.2326	7380	0.008	-
0.2329	7390	0.0194	-
0.2332	7400	0.0051	-
0.2336	7410	0.013	-
0.2339	7420	0.0106	-
0.2342	7430	0.0107	-
0.2345	7440	0.0073	-
0.2348	7450	0.0088	-
0.2351	7460	0.0089	-
0.2355	7470	0.0124	-
0.2358	7480	0.0108	-
0.2361	7490	0.0095	-
0.2364	7500	0.0203	-
0.2367	7510	0.0339	-
0.2370	7520	0.0152	-
0.2373	7530	0.0137	-
0.2377	7540	0.0202	-
0.2380	7550	0.0175	-
0.2383	7560	0.0117	-
0.2386	7570	0.0184	-
0.2389	7580	0.013	-
0.2392	7590	0.0076	-
0.2396	7600	0.0097	-
0.2399	7610	0.0125	-
0.2402	7620	0.0123	-
0.2405	7630	0.0084	-
0.2408	7640	0.0162	-
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0.2418	7670	0.0083	-
0.2421	7680	0.0129	-
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0.2427	7700	0.0129	-
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0.2440	7740	0.0092	-
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0.2455	7790	0.0037	-
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0.2471	7840	0.0253	-
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0.2487	7890	0.009	-
0.2490	7900	0.0103	-
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0.2503	7940	0.0095	-
0.2506	7950	0.016	-
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0.2512	7970	0.0053	-
0.2515	7980	0.0063	-
0.2518	7990	0.0072	-
0.2522	8000	0.0066	0.0203
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0.2528	8020	0.0069	-
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0.2534	8040	0.0063	-
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0.2550	8090	0.0065	-
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0.2556	8110	0.0187	-
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0.2566	8140	0.0122	-
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0.2581	8190	0.0231	-
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0.2588	8210	0.0123	-
0.2591	8220	0.0104	-
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0.2641	8380	0.0077	-
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0.2651	8410	0.0138	-
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0.2657	8430	0.011	-
0.2660	8440	0.0051	-
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0.2667	8460	0.0435	-
0.2670	8470	0.0392	-
0.2673	8480	0.0492	-
0.2676	8490	0.0418	-
0.2679	8500	0.0503	-
0.2682	8510	0.038	-
0.2685	8520	0.0256	-
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0.2701	8570	0.0246	-
0.2704	8580	0.0168	-
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0.2711	8600	0.0114	-
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0.2717	8620	0.0203	-
0.2720	8630	0.0179	-
0.2723	8640	0.0283	-
0.2726	8650	0.0221	-
0.2730	8660	0.0151	-
0.2733	8670	0.0163	-
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0.2739	8690	0.015	-
0.2742	8700	0.0123	-
0.2745	8710	0.0153	-
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0.2752	8730	0.0179	-
0.2755	8740	0.0112	-
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0.2761	8760	0.0219	-
0.2764	8770	0.0101	-
0.2767	8780	0.0073	-
0.2771	8790	0.0069	-
0.2774	8800	0.0074	-
0.2777	8810	0.0081	-
0.2780	8820	0.0175	-
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0.2790	8850	0.0146	-
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0.2799	8880	0.0192	-
0.2802	8890	0.013	-
0.2805	8900	0.032	-
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0.2815	8930	0.0233	-
0.2818	8940	0.0151	-
0.2821	8950	0.012	-
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0.2827	8970	0.0131	-
0.2830	8980	0.0197	-
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0.2853	9050	0.0209	-
0.2856	9060	0.0088	-
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0.2862	9080	0.0098	-
0.2865	9090	0.0185	-
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0.2871	9110	0.0196	-
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0.2881	9140	0.0182	-
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0.2887	9160	0.0153	-
0.2890	9170	0.0157	-
0.2894	9180	0.0124	-
0.2897	9190	0.029	-
0.2900	9200	0.0166	-
0.2903	9210	0.0191	-
0.2906	9220	0.01	-
0.2909	9230	0.0136	-
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0.2922	9270	0.0258	-
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0.2928	9290	0.0262	-
0.2931	9300	0.0074	-
0.2935	9310	0.0098	-
0.2938	9320	0.0086	-
0.2941	9330	0.0187	-
0.2944	9340	0.0119	-
0.2947	9350	0.0134	-
0.2950	9360	0.0127	-
0.2953	9370	0.0202	-
0.2957	9380	0.0217	-
0.2960	9390	0.0139	-
0.2963	9400	0.0329	-
0.2966	9410	0.0257	-
0.2969	9420	0.0159	-
0.2972	9430	0.0255	-
0.2975	9440	0.0349	-
0.2979	9450	0.0175	-
0.2982	9460	0.0207	-
0.2985	9470	0.0263	-
0.2988	9480	0.0146	-
0.2991	9490	0.0185	-
0.2994	9500	0.0137	-
0.2998	9510	0.0224	-
0.3001	9520	0.0217	-
0.3004	9530	0.0192	-
0.3007	9540	0.027	-
0.3010	9550	0.0105	-
0.3013	9560	0.0068	-
0.3016	9570	0.027	-
0.3020	9580	0.0195	-
0.3023	9590	0.0242	-
0.3026	9600	0.0192	-
0.3029	9610	0.0236	-
0.3032	9620	0.0103	-
0.3035	9630	0.0207	-
0.3039	9640	0.0088	-
0.3042	9650	0.0097	-
0.3045	9660	0.0159	-
0.3048	9670	0.0111	-
0.3051	9680	0.0078	-
0.3054	9690	0.0061	-
0.3057	9700	0.0094	-
0.3061	9710	0.015	-
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0.3067	9730	0.0159	-
0.3070	9740	0.0139	-
0.3073	9750	0.0111	-
0.3076	9760	0.0087	-
0.3079	9770	0.0177	-
0.3083	9780	0.0119	-
0.3086	9790	0.0087	-
0.3089	9800	0.0105	-
0.3092	9810	0.0235	-
0.3095	9820	0.0226	-
0.3098	9830	0.0144	-
0.3102	9840	0.0108	-
0.3105	9850	0.0131	-
0.3108	9860	0.013	-
0.3111	9870	0.0064	-
0.3114	9880	0.0081	-
0.3117	9890	0.0059	-
0.3120	9900	0.0083	-
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0.3130	9930	0.0183	-
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0.3146	9980	0.0089	-
0.3149	9990	0.0121	-
0.3152	10000	0.0145	0.0079
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0.3180	10090	0.0315	-
0.3184	10100	0.0184	-
0.3187	10110	0.0123	-
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0.3199	10150	0.0148	-
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0.3206	10170	0.0075	-
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0.3212	10190	0.0191	-
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0.3250	10310	0.0095	-
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0.3275	10390	0.0075	-
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0.3291	10440	0.0105	-
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0.3297	10460	0.0204	-
0.3300	10470	0.0156	-
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0.3306	10490	0.0273	-
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0.3322	10540	0.0157	-
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0.3329	10560	0.0145	-
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0.3344	10610	0.0101	-
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0.3357	10650	0.0063	-
0.3360	10660	0.0082	-
0.3363	10670	0.0125	-
0.3366	10680	0.0147	-
0.3369	10690	0.0103	-
0.3373	10700	0.0136	-
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0.3388	10750	0.0116	-
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0.3401	10790	0.0057	-
0.3404	10800	0.0085	-
0.3407	10810	0.0061	-
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0.3429	10880	0.0093	-
0.3433	10890	0.0061	-
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0.3439	10910	0.0168	-
0.3442	10920	0.0161	-
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0.3451	10950	0.0059	-
0.3455	10960	0.0073	-
0.3458	10970	0.0066	-
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0.3464	10990	0.006	-
0.3467	11000	0.0116	-
0.3470	11010	0.0044	-
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0.3480	11040	0.0139	-
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0.3492	11080	0.0053	-
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0.3499	11100	0.0117	-
0.3502	11110	0.0106	-
0.3505	11120	0.0062	-
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0.3511	11140	0.0145	-
0.3514	11150	0.0101	-
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0.3524	11180	0.0184	-
0.3527	11190	0.0182	-
0.3530	11200	0.0211	-
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0.3540	11230	0.0263	-
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0.3562	11300	0.0104	-
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0.3581	11360	0.0108	-
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0.3590	11390	0.0074	-
0.3593	11400	0.0162	-
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0.3600	11420	0.0084	-
0.3603	11430	0.0105	-
0.3606	11440	0.008	-
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0.3612	11460	0.0121	-
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0.3618	11480	0.0073	-
0.3622	11490	0.0036	-
0.3625	11500	0.0047	-
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0.3631	11520	0.0288	-
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0.3641	11550	0.007	-
0.3644	11560	0.0086	-
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0.3650	11580	0.0198	-
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0.3656	11600	0.0133	-
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0.3666	11630	0.0187	-
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0.3672	11650	0.026	-
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0.3685	11690	0.0178	-
0.3688	11700	0.0158	-
0.3691	11710	0.0103	-
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0.3700	11740	0.009	-
0.3704	11750	0.0087	-
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0.3719	11800	0.0101	-
0.3722	11810	0.0094	-
0.3726	11820	0.0156	-
0.3729	11830	0.0065	-
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0.3735	11850	0.0081	-
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0.3741	11870	0.0053	-
0.3745	11880	0.0089	-
0.3748	11890	0.0055	-
0.3751	11900	0.0113	-
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0.3757	11920	0.0209	-
0.3760	11930	0.007	-
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0.3770	11960	0.0092	-
0.3773	11970	0.0132	-
0.3776	11980	0.01	-
0.3779	11990	0.0129	-
0.3782	12000	0.0153	0.0075
0.3786	12010	0.0145	-
0.3789	12020	0.0074	-
0.3792	12030	0.0142	-
0.3795	12040	0.0157	-
0.3798	12050	0.0037	-
0.3801	12060	0.0053	-
0.3804	12070	0.005	-
0.3808	12080	0.0048	-
0.3811	12090	0.0044	-
0.3814	12100	0.0097	-
0.3817	12110	0.0116	-
0.3820	12120	0.0056	-
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0.3827	12140	0.01	-
0.3830	12150	0.0138	-
0.3833	12160	0.0133	-
0.3836	12170	0.0068	-
0.3839	12180	0.0319	-
0.3842	12190	0.0125	-
0.3845	12200	0.0098	-
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0.3852	12220	0.0074	-
0.3855	12230	0.0103	-
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0.3864	12260	0.0124	-
0.3867	12270	0.0128	-
0.3871	12280	0.0114	-
0.3874	12290	0.0139	-
0.3877	12300	0.0125	-
0.3880	12310	0.0059	-
0.3883	12320	0.0074	-
0.3886	12330	0.0116	-
0.3890	12340	0.0064	-
0.3893	12350	0.0144	-
0.3896	12360	0.0113	-
0.3899	12370	0.0056	-
0.3902	12380	0.0097	-
0.3905	12390	0.0153	-
0.3908	12400	0.0112	-
0.3912	12410	0.0073	-
0.3915	12420	0.0162	-
0.3918	12430	0.0087	-
0.3921	12440	0.0137	-
0.3924	12450	0.0164	-
0.3927	12460	0.0081	-
0.3931	12470	0.0125	-
0.3934	12480	0.0116	-
0.3937	12490	0.0076	-
0.3940	12500	0.008	-
0.3943	12510	0.0041	-
0.3946	12520	0.0131	-
0.3949	12530	0.0056	-
0.3953	12540	0.0079	-
0.3956	12550	0.0064	-
0.3959	12560	0.0063	-
0.3962	12570	0.0105	-
0.3965	12580	0.0046	-
0.3968	12590	0.0046	-
0.3972	12600	0.0079	-
0.3975	12610	0.009	-
0.3978	12620	0.0098	-
0.3981	12630	0.0078	-
0.3984	12640	0.0162	-
0.3987	12650	0.0072	-
0.3990	12660	0.0116	-
0.3994	12670	0.0096	-
0.3997	12680	0.0233	-
0.4000	12690	0.0095	-
0.4003	12700	0.0142	-
0.4006	12710	0.0094	-
0.4009	12720	0.0068	-
0.4012	12730	0.0097	-
0.4016	12740	0.0142	-
0.4019	12750	0.0099	-
0.4022	12760	0.0081	-
0.4025	12770	0.0057	-
0.4028	12780	0.0077	-
0.4031	12790	0.0102	-
0.4035	12800	0.0081	-
0.4038	12810	0.0073	-
0.4041	12820	0.017	-
0.4044	12830	0.0076	-
0.4047	12840	0.0098	-
0.4050	12850	0.0123	-
0.4053	12860	0.0176	-
0.4057	12870	0.0182	-
0.4060	12880	0.0137	-
0.4063	12890	0.0092	-
0.4066	12900	0.0108	-
0.4069	12910	0.0267	-
0.4072	12920	0.0062	-
0.4076	12930	0.007	-
0.4079	12940	0.0094	-
0.4082	12950	0.0091	-
0.4085	12960	0.0042	-
0.4088	12970	0.0029	-
0.4091	12980	0.0081	-
0.4094	12990	0.0106	-
0.4098	13000	0.0071	-
0.4101	13010	0.0137	-
0.4104	13020	0.0079	-
0.4107	13030	0.0046	-
0.4110	13040	0.0095	-
0.4113	13050	0.0102	-
0.4116	13060	0.0088	-
0.4120	13070	0.0061	-
0.4123	13080	0.0051	-
0.4126	13090	0.0214	-
0.4129	13100	0.0116	-
0.4132	13110	0.0074	-
0.4135	13120	0.0079	-
0.4139	13130	0.0126	-
0.4142	13140	0.007	-
0.4145	13150	0.0079	-
0.4148	13160	0.0049	-
0.4151	13170	0.0055	-
0.4154	13180	0.0042	-
0.4157	13190	0.0072	-
0.4161	13200	0.003	-
0.4164	13210	0.0056	-
0.4167	13220	0.0043	-
0.4170	13230	0.0077	-
0.4173	13240	0.0078	-
0.4176	13250	0.0129	-
0.4180	13260	0.0056	-
0.4183	13270	0.0183	-
0.4186	13280	0.0121	-
0.4189	13290	0.0146	-
0.4192	13300	0.009	-
0.4195	13310	0.0046	-
0.4198	13320	0.0125	-
0.4202	13330	0.0056	-
0.4205	13340	0.0121	-
0.4208	13350	0.0082	-
0.4211	13360	0.0088	-
0.4214	13370	0.0135	-
0.4217	13380	0.0185	-
0.4221	13390	0.0107	-
0.4224	13400	0.0055	-
0.4227	13410	0.0093	-
0.4230	13420	0.0096	-
0.4233	13430	0.008	-
0.4236	13440	0.0094	-
0.4239	13450	0.0133	-
0.4243	13460	0.0125	-
0.4246	13470	0.01	-
0.4249	13480	0.0077	-
0.4252	13490	0.0121	-
0.4255	13500	0.0091	-
0.4258	13510	0.01	-
0.4261	13520	0.0132	-
0.4265	13530	0.0099	-
0.4268	13540	0.0062	-
0.4271	13550	0.0099	-
0.4274	13560	0.007	-
0.4277	13570	0.0172	-
0.4280	13580	0.0097	-
0.4284	13590	0.0094	-
0.4287	13600	0.0049	-
0.4290	13610	0.0097	-
0.4293	13620	0.0079	-
0.4296	13630	0.0104	-
0.4299	13640	0.0084	-
0.4302	13650	0.0072	-
0.4306	13660	0.02	-
0.4309	13670	0.0059	-
0.4312	13680	0.0072	-
0.4315	13690	0.0059	-
0.4318	13700	0.0092	-
0.4321	13710	0.0068	-
0.4325	13720	0.0105	-
0.4328	13730	0.0064	-
0.4331	13740	0.0077	-
0.4334	13750	0.0089	-
0.4337	13760	0.0092	-
0.4340	13770	0.0151	-
0.4343	13780	0.013	-
0.4347	13790	0.013	-
0.4350	13800	0.0044	-
0.4353	13810	0.0078	-
0.4356	13820	0.0109	-
0.4359	13830	0.0127	-
0.4362	13840	0.0093	-
0.4366	13850	0.007	-
0.4369	13860	0.0082	-
0.4372	13870	0.0058	-
0.4375	13880	0.0092	-
0.4378	13890	0.0117	-
0.4381	13900	0.0099	-
0.4384	13910	0.0113	-
0.4388	13920	0.0101	-
0.4391	13930	0.0058	-
0.4394	13940	0.0138	-
0.4397	13950	0.0091	-
0.4400	13960	0.0132	-
0.4403	13970	0.0136	-
0.4406	13980	0.0139	-
0.4410	13990	0.0078	-
0.4413	14000	0.0151	0.0082
0.4416	14010	0.0042	-
0.4419	14020	0.0132	-
0.4422	14030	0.0103	-
0.4425	14040	0.0078	-
0.4429	14050	0.0074	-
0.4432	14060	0.0047	-
0.4435	14070	0.005	-
0.4438	14080	0.012	-
0.4441	14090	0.0083	-
0.4444	14100	0.0097	-
0.4447	14110	0.0117	-
0.4451	14120	0.0045	-
0.4454	14130	0.0069	-
0.4457	14140	0.01	-
0.4460	14150	0.013	-
0.4463	14160	0.0082	-
0.4466	14170	0.0061	-
0.4470	14180	0.012	-
0.4473	14190	0.0103	-
0.4476	14200	0.0119	-
0.4479	14210	0.007	-
0.4482	14220	0.0113	-
0.4485	14230	0.0063	-
0.4488	14240	0.0047	-
0.4492	14250	0.0038	-
0.4495	14260	0.0046	-
0.4498	14270	0.0032	-
0.4501	14280	0.0048	-
0.4504	14290	0.0024	-
0.4507	14300	0.0056	-
0.4510	14310	0.0037	-
0.4514	14320	0.007	-
0.4517	14330	0.0127	-
0.4520	14340	0.0061	-
0.4523	14350	0.0055	-
0.4526	14360	0.0063	-
0.4529	14370	0.0147	-
0.4533	14380	0.0118	-
0.4536	14390	0.0071	-
0.4539	14400	0.0046	-
0.4542	14410	0.0094	-
0.4545	14420	0.008	-
0.4548	14430	0.0073	-
0.4551	14440	0.0075	-
0.4555	14450	0.0099	-
0.4558	14460	0.012	-
0.4561	14470	0.0087	-
0.4564	14480	0.0113	-
0.4567	14490	0.0082	-
0.4570	14500	0.0147	-
0.4574	14510	0.0094	-
0.4577	14520	0.0057	-
0.4580	14530	0.0113	-
0.4583	14540	0.0052	-
0.4586	14550	0.0056	-
0.4589	14560	0.0091	-
0.4592	14570	0.0075	-
0.4596	14580	0.0065	-
0.4599	14590	0.0122	-
0.4602	14600	0.0118	-
0.4605	14610	0.0123	-
0.4608	14620	0.0077	-
0.4611	14630	0.0043	-
0.4615	14640	0.0117	-
0.4618	14650	0.0097	-
0.4621	14660	0.0109	-
0.4624	14670	0.0072	-
0.4627	14680	0.0121	-
0.4630	14690	0.0054	-
0.4633	14700	0.0053	-
0.4637	14710	0.0055	-
0.4640	14720	0.0054	-
0.4643	14730	0.0045	-
0.4646	14740	0.0075	-
0.4649	14750	0.0246	-
0.4652	14760	0.0059	-
0.4655	14770	0.0104	-
0.4659	14780	0.0054	-
0.4662	14790	0.0069	-
0.4665	14800	0.0233	-
0.4668	14810	0.0079	-
0.4671	14820	0.0068	-
0.4674	14830	0.0051	-
0.4678	14840	0.0065	-
0.4681	14850	0.0103	-
0.4684	14860	0.0131	-
0.4687	14870	0.0174	-
0.4690	14880	0.0076	-
0.4693	14890	0.0147	-
0.4696	14900	0.005	-
0.4700	14910	0.0095	-
0.4703	14920	0.0047	-
0.4706	14930	0.0099	-
0.4709	14940	0.0135	-
0.4712	14950	0.0058	-
0.4715	14960	0.0047	-
0.4719	14970	0.0072	-
0.4722	14980	0.0084	-
0.4725	14990	0.0077	-
0.4728	15000	0.0119	-
0.4731	15010	0.0135	-
0.4734	15020	0.0044	-
0.4737	15030	0.0108	-
0.4741	15040	0.0137	-
0.4744	15050	0.0154	-
0.4747	15060	0.0093	-
0.4750	15070	0.0179	-
0.4753	15080	0.0072	-
0.4756	15090	0.0063	-
0.4760	15100	0.0068	-
0.4763	15110	0.0074	-
0.4766	15120	0.0076	-
0.4769	15130	0.0055	-
0.4772	15140	0.0045	-
0.4775	15150	0.0037	-
0.4778	15160	0.0087	-
0.4782	15170	0.0127	-
0.4785	15180	0.0065	-
0.4788	15190	0.0058	-
0.4791	15200	0.0179	-
0.4794	15210	0.0093	-
0.4797	15220	0.0057	-
0.4800	15230	0.0094	-
0.4804	15240	0.0071	-
0.4807	15250	0.005	-
0.4810	15260	0.0075	-
0.4813	15270	0.0077	-
0.4816	15280	0.0115	-
0.4819	15290	0.0087	-
0.4823	15300	0.006	-
0.4826	15310	0.0095	-
0.4829	15320	0.0049	-
0.4832	15330	0.0064	-
0.4835	15340	0.0043	-
0.4838	15350	0.0074	-
0.4841	15360	0.004	-
0.4845	15370	0.0044	-
0.4848	15380	0.0078	-
0.4851	15390	0.0067	-
0.4854	15400	0.0042	-
0.4857	15410	0.0044	-
0.4860	15420	0.01	-
0.4864	15430	0.0052	-
0.4867	15440	0.0064	-
0.4870	15450	0.0041	-
0.4873	15460	0.0199	-
0.4876	15470	0.0106	-
0.4879	15480	0.0122	-
0.4882	15490	0.0156	-
0.4886	15500	0.0532	-
0.4889	15510	0.0333	-
0.4892	15520	0.0144	-
0.4895	15530	0.0164	-
0.4898	15540	0.0171	-
0.4901	15550	0.0198	-
0.4904	15560	0.0092	-
0.4908	15570	0.0173	-
0.4911	15580	0.0067	-
0.4914	15590	0.0065	-
0.4917	15600	0.0073	-
0.4920	15610	0.0067	-
0.4923	15620	0.0053	-
0.4927	15630	0.0032	-
0.4930	15640	0.0067	-
0.4933	15650	0.0079	-
0.4936	15660	0.0085	-
0.4939	15670	0.0077	-
0.4942	15680	0.0074	-
0.4945	15690	0.0058	-
0.4949	15700	0.0041	-
0.4952	15710	0.007	-
0.4955	15720	0.0059	-
0.4958	15730	0.0054	-
0.4961	15740	0.003	-
0.4964	15750	0.0125	-
0.4968	15760	0.0058	-
0.4971	15770	0.0036	-
0.4974	15780	0.0061	-
0.4977	15790	0.0083	-
0.4980	15800	0.0045	-
0.4983	15810	0.0026	-
0.4986	15820	0.0021	-
0.4990	15830	0.0031	-
0.4993	15840	0.0027	-
0.4996	15850	0.0072	-
0.4999	15860	0.0023	-
0.5002	15870	0.0037	-
0.5005	15880	0.0033	-
0.5009	15890	0.0034	-
0.5012	15900	0.0038	-
0.5015	15910	0.0042	-
0.5018	15920	0.0058	-
0.5021	15930	0.0042	-
0.5024	15940	0.0067	-
0.5027	15950	0.0049	-
0.5031	15960	0.0037	-
0.5034	15970	0.0035	-
0.5037	15980	0.0056	-
0.5040	15990	0.0035	-
0.5043	16000	0.004	0.0034
0.5046	16010	0.004	-
0.5049	16020	0.0052	-
0.5053	16030	0.0071	-
0.5056	16040	0.0058	-
0.5059	16050	0.0051	-
0.5062	16060	0.0033	-
0.5065	16070	0.0048	-
0.5068	16080	0.0048	-
0.5072	16090	0.0046	-
0.5075	16100	0.008	-
0.5078	16110	0.003	-
0.5081	16120	0.0036	-
0.5084	16130	0.0036	-
0.5087	16140	0.004	-
0.5090	16150	0.0032	-
0.5094	16160	0.0036	-
0.5097	16170	0.0039	-
0.5100	16180	0.0028	-
0.5103	16190	0.0038	-
0.5106	16200	0.0028	-
0.5109	16210	0.0052	-
0.5113	16220	0.0027	-
0.5116	16230	0.0039	-
0.5119	16240	0.0053	-
0.5122	16250	0.0032	-
0.5125	16260	0.0023	-
0.5128	16270	0.0031	-
0.5131	16280	0.003	-
0.5135	16290	0.0028	-
0.5138	16300	0.004	-
0.5141	16310	0.0024	-
0.5144	16320	0.0045	-
0.5147	16330	0.0024	-
0.5150	16340	0.0031	-
0.5154	16350	0.0024	-
0.5157	16360	0.0039	-
0.5160	16370	0.005	-
0.5163	16380	0.0042	-
0.5166	16390	0.0029	-
0.5169	16400	0.0052	-
0.5172	16410	0.0049	-
0.5176	16420	0.0037	-
0.5179	16430	0.0052	-
0.5182	16440	0.0059	-
0.5185	16450	0.0028	-
0.5188	16460	0.0044	-
0.5191	16470	0.0031	-
0.5194	16480	0.0047	-
0.5198	16490	0.0046	-
0.5201	16500	0.004	-
0.5204	16510	0.0025	-
0.5207	16520	0.0033	-
0.5210	16530	0.0053	-
0.5213	16540	0.0026	-
0.5217	16550	0.0037	-
0.5220	16560	0.0027	-
0.5223	16570	0.0029	-
0.5226	16580	0.0036	-
0.5229	16590	0.0023	-
0.5232	16600	0.0026	-
0.5235	16610	0.0051	-
0.5239	16620	0.0028	-
0.5242	16630	0.0032	-
0.5245	16640	0.0029	-
0.5248	16650	0.0031	-
0.5251	16660	0.0046	-
0.5254	16670	0.0058	-
0.5258	16680	0.0033	-
0.5261	16690	0.0024	-
0.5264	16700	0.0029	-
0.5267	16710	0.0035	-
0.5270	16720	0.0014	-
0.5273	16730	0.0018	-
0.5276	16740	0.0022	-
0.5280	16750	0.0021	-
0.5283	16760	0.0024	-
0.5286	16770	0.0035	-
0.5289	16780	0.0022	-
0.5292	16790	0.0052	-
0.5295	16800	0.0019	-
0.5298	16810	0.0033	-
0.5302	16820	0.0026	-
0.5305	16830	0.0021	-
0.5308	16840	0.0036	-
0.5311	16850	0.0033	-
0.5314	16860	0.0037	-
0.5317	16870	0.003	-
0.5321	16880	0.0033	-
0.5324	16890	0.0023	-
0.5327	16900	0.0019	-
0.5330	16910	0.0017	-
0.5333	16920	0.0018	-
0.5336	16930	0.0017	-
0.5339	16940	0.0019	-
0.5343	16950	0.002	-
0.5346	16960	0.0015	-
0.5349	16970	0.0021	-
0.5352	16980	0.0034	-
0.5355	16990	0.0017	-
0.5358	17000	0.0064	-
0.5362	17010	0.0021	-
0.5365	17020	0.0018	-
0.5368	17030	0.0031	-
0.5371	17040	0.004	-
0.5374	17050	0.0032	-
0.5377	17060	0.0034	-
0.5380	17070	0.0032	-
0.5384	17080	0.0032	-
0.5387	17090	0.0022	-
0.5390	17100	0.0035	-
0.5393	17110	0.0064	-
0.5396	17120	0.0032	-
0.5399	17130	0.0046	-
0.5403	17140	0.0059	-
0.5406	17150	0.0029	-
0.5409	17160	0.0017	-
0.5412	17170	0.003	-
0.5415	17180	0.0036	-
0.5418	17190	0.0034	-
0.5421	17200	0.0021	-
0.5425	17210	0.0023	-
0.5428	17220	0.0021	-
0.5431	17230	0.0039	-
0.5434	17240	0.0025	-
0.5437	17250	0.0032	-
0.5440	17260	0.0016	-
0.5443	17270	0.0042	-
0.5447	17280	0.0033	-
0.5450	17290	0.0022	-
0.5453	17300	0.003	-
0.5456	17310	0.0018	-
0.5459	17320	0.0026	-
0.5462	17330	0.0021	-
0.5466	17340	0.0025	-
0.5469	17350	0.0014	-
0.5472	17360	0.0015	-
0.5475	17370	0.002	-
0.5478	17380	0.0018	-
0.5481	17390	0.0023	-
0.5484	17400	0.0027	-
0.5488	17410	0.0025	-
0.5491	17420	0.0019	-
0.5494	17430	0.0013	-
0.5497	17440	0.0015	-
0.5500	17450	0.002	-
0.5503	17460	0.0025	-
0.5507	17470	0.0021	-
0.5510	17480	0.0024	-
0.5513	17490	0.0025	-
0.5516	17500	0.0045	-
0.5519	17510	0.0029	-
0.5522	17520	0.0055	-
0.5525	17530	0.004	-
0.5529	17540	0.0038	-
0.5532	17550	0.0032	-
0.5535	17560	0.0034	-
0.5538	17570	0.004	-
0.5541	17580	0.0028	-
0.5544	17590	0.0025	-
0.5548	17600	0.0025	-
0.5551	17610	0.0024	-
0.5554	17620	0.0033	-
0.5557	17630	0.0022	-
0.5560	17640	0.0022	-
0.5563	17650	0.0018	-
0.5566	17660	0.0025	-
0.5570	17670	0.0027	-
0.5573	17680	0.0025	-
0.5576	17690	0.0013	-
0.5579	17700	0.0025	-
0.5582	17710	0.0034	-
0.5585	17720	0.0034	-
0.5588	17730	0.0025	-
0.5592	17740	0.0018	-
0.5595	17750	0.004	-
0.5598	17760	0.0021	-
0.5601	17770	0.0016	-
0.5604	17780	0.004	-
0.5607	17790	0.0044	-
0.5611	17800	0.0017	-
0.5614	17810	0.0012	-
0.5617	17820	0.0011	-
0.5620	17830	0.0014	-
0.5623	17840	0.0047	-
0.5626	17850	0.0016	-
0.5629	17860	0.0018	-
0.5633	17870	0.0022	-
0.5636	17880	0.0029	-
0.5639	17890	0.0013	-
0.5642	17900	0.0029	-
0.5645	17910	0.0014	-
0.5648	17920	0.0026	-
0.5652	17930	0.0019	-
0.5655	17940	0.0038	-
0.5658	17950	0.0019	-
0.5661	17960	0.0024	-
0.5664	17970	0.0015	-
0.5667	17980	0.0027	-
0.5670	17990	0.001	-
0.5674	18000	0.0016	0.0037
0.5677	18010	0.0014	-
0.5680	18020	0.0027	-
0.5683	18030	0.0014	-
0.5686	18040	0.0041	-
0.5689	18050	0.001	-
0.5692	18060	0.0022	-
0.5696	18070	0.0009	-
0.5699	18080	0.001	-
0.5702	18090	0.0019	-
0.5705	18100	0.0018	-
0.5708	18110	0.0014	-
0.5711	18120	0.0038	-
0.5715	18130	0.0027	-
0.5718	18140	0.0025	-
0.5721	18150	0.0022	-
0.5724	18160	0.0047	-
0.5727	18170	0.0023	-
0.5730	18180	0.0015	-
0.5733	18190	0.0022	-
0.5737	18200	0.0021	-
0.5740	18210	0.0026	-
0.5743	18220	0.0026	-
0.5746	18230	0.0023	-
0.5749	18240	0.0023	-
0.5752	18250	0.0023	-
0.5756	18260	0.0025	-
0.5759	18270	0.0024	-
0.5762	18280	0.0019	-
0.5765	18290	0.0015	-
0.5768	18300	0.0013	-
0.5771	18310	0.0014	-
0.5774	18320	0.0017	-
0.5778	18330	0.0018	-
0.5781	18340	0.0021	-
0.5784	18350	0.0012	-
0.5787	18360	0.0033	-
0.5790	18370	0.0023	-
0.5793	18380	0.0015	-
0.5797	18390	0.0026	-
0.5800	18400	0.0017	-
0.5803	18410	0.0036	-
0.5806	18420	0.0028	-
0.5809	18430	0.0019	-
0.5812	18440	0.0011	-
0.5815	18450	0.0018	-
0.5819	18460	0.0017	-
0.5822	18470	0.0014	-
0.5825	18480	0.0044	-
0.5828	18490	0.0017	-
0.5831	18500	0.0015	-
0.5834	18510	0.0024	-
0.5837	18520	0.0013	-
0.5841	18530	0.0018	-
0.5844	18540	0.0007	-
0.5847	18550	0.0015	-
0.5850	18560	0.0017	-
0.5853	18570	0.0013	-
0.5856	18580	0.0013	-
0.5860	18590	0.0013	-
0.5863	18600	0.0015	-
0.5866	18610	0.0021	-
0.5869	18620	0.0038	-
0.5872	18630	0.0028	-
0.5875	18640	0.0021	-
0.5878	18650	0.0022	-
0.5882	18660	0.002	-
0.5885	18670	0.0027	-
0.5888	18680	0.0035	-
0.5891	18690	0.002	-
0.5894	18700	0.002	-
0.5897	18710	0.0016	-
0.5901	18720	0.0021	-
0.5904	18730	0.0037	-
0.5907	18740	0.0024	-
0.5910	18750	0.0014	-
0.5913	18760	0.0015	-
0.5916	18770	0.0024	-
0.5919	18780	0.001	-
0.5923	18790	0.0014	-
0.5926	18800	0.0023	-
0.5929	18810	0.0016	-
0.5932	18820	0.004	-
0.5935	18830	0.0021	-
0.5938	18840	0.0012	-
0.5941	18850	0.0049	-
0.5945	18860	0.001	-
0.5948	18870	0.0019	-
0.5951	18880	0.0025	-
0.5954	18890	0.0032	-
0.5957	18900	0.0011	-
0.5960	18910	0.0009	-
0.5964	18920	0.0009	-
0.5967	18930	0.0015	-
0.5970	18940	0.0011	-
0.5973	18950	0.0016	-
0.5976	18960	0.0024	-
0.5979	18970	0.0023	-
0.5982	18980	0.0016	-
0.5986	18990	0.0019	-
0.5989	19000	0.0016	-
0.5992	19010	0.0014	-
0.5995	19020	0.0018	-
0.5998	19030	0.0035	-
0.6001	19040	0.0025	-
0.6005	19050	0.0018	-
0.6008	19060	0.0019	-
0.6011	19070	0.0019	-
0.6014	19080	0.0012	-
0.6017	19090	0.001	-
0.6020	19100	0.0017	-
0.6023	19110	0.001	-
0.6027	19120	0.0011	-
0.6030	19130	0.001	-
0.6033	19140	0.0011	-
0.6036	19150	0.0019	-
0.6039	19160	0.0007	-
0.6042	19170	0.0014	-
0.6046	19180	0.0012	-
0.6049	19190	0.004	-
0.6052	19200	0.0014	-
0.6055	19210	0.0011	-
0.6058	19220	0.0061	-
0.6061	19230	0.0039	-
0.6064	19240	0.0021	-
0.6068	19250	0.0018	-
0.6071	19260	0.0029	-
0.6074	19270	0.002	-
0.6077	19280	0.0015	-
0.6080	19290	0.0014	-
0.6083	19300	0.0013	-
0.6086	19310	0.0027	-
0.6090	19320	0.0022	-
0.6093	19330	0.0023	-
0.6096	19340	0.0033	-
0.6099	19350	0.0031	-
0.6102	19360	0.0025	-
0.6105	19370	0.0025	-
0.6109	19380	0.0015	-
0.6112	19390	0.0014	-
0.6115	19400	0.0012	-
0.6118	19410	0.0022	-
0.6121	19420	0.0014	-
0.6124	19430	0.0019	-
0.6127	19440	0.0011	-
0.6131	19450	0.0022	-
0.6134	19460	0.0022	-
0.6137	19470	0.0035	-
0.6140	19480	0.0014	-
0.6143	19490	0.0015	-
0.6146	19500	0.0018	-
0.6150	19510	0.0015	-
0.6153	19520	0.0016	-
0.6156	19530	0.0012	-
0.6159	19540	0.0017	-
0.6162	19550	0.0013	-
0.6165	19560	0.0012	-
0.6168	19570	0.0013	-
0.6172	19580	0.0017	-
0.6175	19590	0.0013	-
0.6178	19600	0.0026	-
0.6181	19610	0.0011	-
0.6184	19620	0.0008	-
0.6187	19630	0.001	-
0.6191	19640	0.0011	-
0.6194	19650	0.0019	-
0.6197	19660	0.0013	-
0.6200	19670	0.0028	-
0.6203	19680	0.0012	-
0.6206	19690	0.0021	-
0.6209	19700	0.0016	-
0.6213	19710	0.0025	-
0.6216	19720	0.003	-
0.6219	19730	0.0016	-
0.6222	19740	0.0017	-
0.6225	19750	0.0028	-
0.6228	19760	0.0025	-
0.6231	19770	0.0017	-
0.6235	19780	0.0053	-
0.6238	19790	0.0015	-
0.6241	19800	0.0021	-
0.6244	19810	0.0015	-
0.6247	19820	0.0012	-
0.6250	19830	0.0014	-
0.6254	19840	0.0022	-
0.6257	19850	0.0021	-
0.6260	19860	0.0015	-
0.6263	19870	0.001	-
0.6266	19880	0.0011	-
0.6269	19890	0.0019	-
0.6272	19900	0.0032	-
0.6276	19910	0.0015	-
0.6279	19920	0.0017	-
0.6282	19930	0.0016	-
0.6285	19940	0.0015	-
0.6288	19950	0.0014	-
0.6291	19960	0.0011	-
0.6295	19970	0.0014	-
0.6298	19980	0.0023	-
0.6301	19990	0.0013	-
0.6304	20000	0.001	0.0039
0.6307	20010	0.0013	-
0.6310	20020	0.0022	-
0.6313	20030	0.0013	-
0.6317	20040	0.0013	-
0.6320	20050	0.0018	-
0.6323	20060	0.0013	-
0.6326	20070	0.0018	-
0.6329	20080	0.0013	-
0.6332	20090	0.0019	-
0.6335	20100	0.0015	-
0.6339	20110	0.0012	-
0.6342	20120	0.0019	-
0.6345	20130	0.0019	-
0.6348	20140	0.0013	-
0.6351	20150	0.001	-
0.6354	20160	0.0024	-
0.6358	20170	0.0017	-
0.6361	20180	0.0025	-
0.6364	20190	0.0011	-
0.6367	20200	0.0012	-
0.6370	20210	0.0009	-
0.6373	20220	0.0029	-
0.6376	20230	0.0013	-
0.6380	20240	0.0018	-
0.6383	20250	0.0012	-
0.6386	20260	0.0013	-
0.6389	20270	0.0013	-
0.6392	20280	0.0018	-
0.6395	20290	0.0014	-
0.6399	20300	0.0009	-
0.6402	20310	0.0062	-
0.6405	20320	0.003	-
0.6408	20330	0.0016	-
0.6411	20340	0.0012	-
0.6414	20350	0.002	-
0.6417	20360	0.0012	-
0.6421	20370	0.0024	-
0.6424	20380	0.0011	-
0.6427	20390	0.0015	-
0.6430	20400	0.0014	-
0.6433	20410	0.0023	-
0.6436	20420	0.0024	-
0.6440	20430	0.0018	-
0.6443	20440	0.0009	-
0.6446	20450	0.0028	-
0.6449	20460	0.0013	-
0.6452	20470	0.0022	-
0.6455	20480	0.0015	-
0.6458	20490	0.0014	-
0.6462	20500	0.0018	-
0.6465	20510	0.0011	-
0.6468	20520	0.0015	-
0.6471	20530	0.0012	-
0.6474	20540	0.0013	-
0.6477	20550	0.0029	-
0.6480	20560	0.0052	-
0.6484	20570	0.0022	-
0.6487	20580	0.0015	-
0.6490	20590	0.0035	-
0.6493	20600	0.0017	-
0.6496	20610	0.0013	-
0.6499	20620	0.0015	-
0.6503	20630	0.0009	-
0.6506	20640	0.0011	-
0.6509	20650	0.0016	-
0.6512	20660	0.0012	-
0.6515	20670	0.0014	-
0.6518	20680	0.0021	-
0.6521	20690	0.0016	-
0.6525	20700	0.001	-
0.6528	20710	0.0011	-
0.6531	20720	0.0015	-
0.6534	20730	0.0012	-
0.6537	20740	0.0016	-
0.6540	20750	0.0015	-
0.6544	20760	0.0031	-
0.6547	20770	0.0011	-
0.6550	20780	0.0018	-
0.6553	20790	0.0019	-
0.6556	20800	0.002	-
0.6559	20810	0.0039	-
0.6562	20820	0.0019	-
0.6566	20830	0.003	-
0.6569	20840	0.0017	-
0.6572	20850	0.0017	-
0.6575	20860	0.0012	-
0.6578	20870	0.002	-
0.6581	20880	0.0011	-
0.6585	20890	0.0015	-
0.6588	20900	0.001	-
0.6591	20910	0.0019	-
0.6594	20920	0.0016	-
0.6597	20930	0.0014	-
0.6600	20940	0.0015	-
0.6603	20950	0.0017	-
0.6607	20960	0.0013	-
0.6610	20970	0.0013	-
0.6613	20980	0.0017	-
0.6616	20990	0.0061	-
0.6619	21000	0.0014	-
0.6622	21010	0.0014	-
0.6625	21020	0.0013	-
0.6629	21030	0.0029	-
0.6632	21040	0.0014	-
0.6635	21050	0.0013	-
0.6638	21060	0.002	-
0.6641	21070	0.0014	-
0.6644	21080	0.0008	-
0.6648	21090	0.0009	-
0.6651	21100	0.0006	-
0.6654	21110	0.0022	-
0.6657	21120	0.0021	-
0.6660	21130	0.0035	-
0.6663	21140	0.002	-
0.6666	21150	0.001	-
0.6670	21160	0.0017	-
0.6673	21170	0.002	-
0.6676	21180	0.0019	-
0.6679	21190	0.0016	-
0.6682	21200	0.0013	-
0.6685	21210	0.0017	-
0.6689	21220	0.007	-
0.6692	21230	0.0017	-
0.6695	21240	0.0013	-
0.6698	21250	0.0012	-
0.6701	21260	0.0016	-
0.6704	21270	0.0008	-
0.6707	21280	0.0008	-
0.6711	21290	0.0009	-
0.6714	21300	0.0031	-
0.6717	21310	0.0028	-
0.6720	21320	0.0011	-
0.6723	21330	0.0024	-
0.6726	21340	0.001	-
0.6729	21350	0.0015	-
0.6733	21360	0.0012	-
0.6736	21370	0.0011	-
0.6739	21380	0.0013	-
0.6742	21390	0.0011	-
0.6745	21400	0.0016	-
0.6748	21410	0.0013	-
0.6752	21420	0.0023	-
0.6755	21430	0.0015	-
0.6758	21440	0.0032	-
0.6761	21450	0.001	-
0.6764	21460	0.0019	-
0.6767	21470	0.0024	-
0.6770	21480	0.0013	-
0.6774	21490	0.002	-
0.6777	21500	0.0015	-
0.6780	21510	0.0023	-
0.6783	21520	0.0044	-
0.6786	21530	0.0008	-
0.6789	21540	0.0013	-
0.6793	21550	0.0025	-
0.6796	21560	0.0012	-
0.6799	21570	0.0014	-
0.6802	21580	0.0012	-
0.6805	21590	0.0012	-
0.6808	21600	0.0013	-
0.6811	21610	0.0018	-
0.6815	21620	0.0012	-
0.6818	21630	0.0016	-
0.6821	21640	0.0014	-
0.6824	21650	0.0013	-
0.6827	21660	0.0007	-
0.6830	21670	0.0011	-
0.6834	21680	0.0011	-
0.6837	21690	0.0019	-
0.6840	21700	0.0019	-
0.6843	21710	0.0015	-
0.6846	21720	0.0014	-
0.6849	21730	0.0015	-
0.6852	21740	0.0013	-
0.6856	21750	0.0009	-
0.6859	21760	0.0015	-
0.6862	21770	0.0025	-
0.6865	21780	0.0017	-
0.6868	21790	0.0021	-
0.6871	21800	0.0021	-
0.6874	21810	0.0022	-
0.6878	21820	0.0014	-
0.6881	21830	0.0017	-
0.6884	21840	0.0013	-
0.6887	21850	0.0018	-
0.6890	21860	0.0011	-
0.6893	21870	0.0018	-
0.6897	21880	0.0015	-
0.6900	21890	0.0013	-
0.6903	21900	0.0032	-
0.6906	21910	0.0012	-
0.6909	21920	0.0023	-
0.6912	21930	0.0014	-
0.6915	21940	0.0016	-
0.6919	21950	0.0016	-
0.6922	21960	0.0012	-
0.6925	21970	0.0031	-
0.6928	21980	0.0013	-
0.6931	21990	0.0014	-
0.6934	22000	0.0011	0.0080
0.6938	22010	0.0015	-
0.6941	22020	0.0012	-
0.6944	22030	0.0011	-
0.6947	22040	0.0017	-
0.6950	22050	0.0012	-
0.6953	22060	0.0031	-
0.6956	22070	0.0012	-
0.6960	22080	0.0014	-
0.6963	22090	0.001	-
0.6966	22100	0.0014	-
0.6969	22110	0.0021	-
0.6972	22120	0.0009	-
0.6975	22130	0.0016	-
0.6979	22140	0.0011	-
0.6982	22150	0.0013	-
0.6985	22160	0.0012	-
0.6988	22170	0.0014	-
0.6991	22180	0.0008	-
0.6994	22190	0.001	-
0.6997	22200	0.0008	-
0.7001	22210	0.0009	-
0.7004	22220	0.001	-
0.7007	22230	0.0017	-
0.7010	22240	0.0012	-
0.7013	22250	0.0014	-
0.7016	22260	0.0014	-
0.7019	22270	0.0015	-
0.7023	22280	0.0015	-
0.7026	22290	0.0008	-
0.7029	22300	0.0014	-
0.7032	22310	0.0023	-
0.7035	22320	0.0023	-
0.7038	22330	0.0011	-
0.7042	22340	0.0015	-
0.7045	22350	0.0018	-
0.7048	22360	0.001	-
0.7051	22370	0.0007	-
0.7054	22380	0.0012	-
0.7057	22390	0.0012	-
0.7060	22400	0.0007	-
0.7064	22410	0.0012	-
0.7067	22420	0.0007	-
0.7070	22430	0.0013	-
0.7073	22440	0.0009	-
0.7076	22450	0.0066	-
0.7079	22460	0.0011	-
0.7083	22470	0.0012	-
0.7086	22480	0.001	-
0.7089	22490	0.0063	-
0.7092	22500	0.0022	-
0.7095	22510	0.0012	-
0.7098	22520	0.002	-
0.7101	22530	0.0012	-
0.7105	22540	0.0012	-
0.7108	22550	0.001	-
0.7111	22560	0.0018	-
0.7114	22570	0.0009	-
0.7117	22580	0.0012	-
0.7120	22590	0.0037	-
0.7123	22600	0.0046	-
0.7127	22610	0.0028	-
0.7130	22620	0.0013	-
0.7133	22630	0.0023	-
0.7136	22640	0.0024	-
0.7139	22650	0.0017	-
0.7142	22660	0.0012	-
0.7146	22670	0.0018	-
0.7149	22680	0.0031	-
0.7152	22690	0.001	-
0.7155	22700	0.002	-
0.7158	22710	0.0017	-
0.7161	22720	0.0018	-
0.7164	22730	0.0017	-
0.7168	22740	0.0017	-
0.7171	22750	0.001	-
0.7174	22760	0.0009	-
0.7177	22770	0.0026	-
0.7180	22780	0.0092	-
0.7183	22790	0.0013	-
0.7187	22800	0.0014	-
0.7190	22810	0.0012	-
0.7193	22820	0.0006	-
0.7196	22830	0.0014	-
0.7199	22840	0.0008	-
0.7202	22850	0.0017	-
0.7205	22860	0.0033	-
0.7209	22870	0.0011	-
0.7212	22880	0.0014	-
0.7215	22890	0.0007	-
0.7218	22900	0.001	-
0.7221	22910	0.0013	-
0.7224	22920	0.0042	-
0.7228	22930	0.0012	-
0.7231	22940	0.0013	-
0.7234	22950	0.0008	-
0.7237	22960	0.0013	-
0.7240	22970	0.0019	-
0.7243	22980	0.0014	-
0.7246	22990	0.0012	-
0.7250	23000	0.0024	-
0.7253	23010	0.0012	-
0.7256	23020	0.0016	-
0.7259	23030	0.001	-
0.7262	23040	0.0022	-
0.7265	23050	0.0017	-
0.7268	23060	0.0025	-
0.7272	23070	0.0015	-
0.7275	23080	0.0021	-
0.7278	23090	0.0025	-
0.7281	23100	0.0011	-
0.7284	23110	0.0013	-
0.7287	23120	0.0011	-
0.7291	23130	0.002	-
0.7294	23140	0.001	-
0.7297	23150	0.0009	-
0.7300	23160	0.0009	-
0.7303	23170	0.0012	-
0.7306	23180	0.0016	-
0.7309	23190	0.0012	-
0.7313	23200	0.0024	-
0.7316	23210	0.0013	-
0.7319	23220	0.0012	-
0.7322	23230	0.0009	-
0.7325	23240	0.0016	-
0.7328	23250	0.0013	-
0.7332	23260	0.001	-
0.7335	23270	0.0008	-
0.7338	23280	0.0007	-
0.7341	23290	0.0011	-
0.7344	23300	0.0011	-
0.7347	23310	0.0007	-
0.7350	23320	0.0025	-
0.7354	23330	0.0011	-
0.7357	23340	0.0013	-
0.7360	23350	0.0013	-
0.7363	23360	0.0012	-
0.7366	23370	0.001	-
0.7369	23380	0.0013	-
0.7373	23390	0.0009	-
0.7376	23400	0.0022	-
0.7379	23410	0.003	-
0.7382	23420	0.0012	-
0.7385	23430	0.0014	-
0.7388	23440	0.001	-
0.7391	23450	0.0015	-
0.7395	23460	0.0007	-
0.7398	23470	0.0007	-
0.7401	23480	0.0006	-
0.7404	23490	0.0006	-
0.7407	23500	0.0016	-
0.7410	23510	0.0007	-
0.7413	23520	0.0006	-
0.7417	23530	0.001	-
0.7420	23540	0.0012	-
0.7423	23550	0.0016	-
0.7426	23560	0.0009	-
0.7429	23570	0.0009	-
0.7432	23580	0.0019	-
0.7436	23590	0.0015	-
0.7439	23600	0.0024	-
0.7442	23610	0.0014	-
0.7445	23620	0.0012	-
0.7448	23630	0.001	-
0.7451	23640	0.0011	-
0.7454	23650	0.0011	-
0.7458	23660	0.0008	-
0.7461	23670	0.0012	-
0.7464	23680	0.0018	-
0.7467	23690	0.0011	-
0.7470	23700	0.0017	-
0.7473	23710	0.0012	-
0.7477	23720	0.0008	-
0.7480	23730	0.0016	-
0.7483	23740	0.0039	-
0.7486	23750	0.0009	-
0.7489	23760	0.0009	-
0.7492	23770	0.0012	-
0.7495	23780	0.0014	-
0.7499	23790	0.0016	-
0.7502	23800	0.0016	-
0.7505	23810	0.001	-
0.7508	23820	0.0009	-
0.7511	23830	0.0016	-
0.7514	23840	0.002	-
0.7517	23850	0.0013	-
0.7521	23860	0.0008	-
0.7524	23870	0.0015	-
0.7527	23880	0.0032	-
0.7530	23890	0.0009	-
0.7533	23900	0.001	-
0.7536	23910	0.0009	-
0.7540	23920	0.0015	-
0.7543	23930	0.0014	-
0.7546	23940	0.0019	-
0.7549	23950	0.0011	-
0.7552	23960	0.0012	-
0.7555	23970	0.0012	-
0.7558	23980	0.0009	-
0.7562	23990	0.0009	-
0.7565	24000	0.0012	0.0075
0.7568	24010	0.0011	-
0.7571	24020	0.0019	-
0.7574	24030	0.0016	-
0.7577	24040	0.0026	-
0.7581	24050	0.001	-
0.7584	24060	0.001	-
0.7587	24070	0.0012	-
0.7590	24080	0.0015	-
0.7593	24090	0.0049	-
0.7596	24100	0.0011	-
0.7599	24110	0.0012	-
0.7603	24120	0.0015	-
0.7606	24130	0.0027	-
0.7609	24140	0.001	-
0.7612	24150	0.0018	-
0.7615	24160	0.001	-
0.7618	24170	0.001	-
0.7622	24180	0.0008	-
0.7625	24190	0.0007	-
0.7628	24200	0.0009	-
0.7631	24210	0.0009	-
0.7634	24220	0.0019	-
0.7637	24230	0.0018	-
0.7640	24240	0.0009	-
0.7644	24250	0.0012	-
0.7647	24260	0.0009	-
0.7650	24270	0.0027	-
0.7653	24280	0.001	-
0.7656	24290	0.0037	-
0.7659	24300	0.0013	-
0.7662	24310	0.0016	-
0.7666	24320	0.0012	-
0.7669	24330	0.0024	-
0.7672	24340	0.0017	-
0.7675	24350	0.0014	-
0.7678	24360	0.0007	-
0.7681	24370	0.0009	-
0.7685	24380	0.0006	-
0.7688	24390	0.0008	-
0.7691	24400	0.0013	-
0.7694	24410	0.0015	-
0.7697	24420	0.0052	-
0.7700	24430	0.0009	-
0.7703	24440	0.0012	-
0.7707	24450	0.0008	-
0.7710	24460	0.001	-
0.7713	24470	0.0015	-
0.7716	24480	0.0015	-
0.7719	24490	0.0013	-
0.7722	24500	0.0012	-
0.7726	24510	0.0016	-
0.7729	24520	0.0014	-
0.7732	24530	0.0014	-
0.7735	24540	0.0016	-
0.7738	24550	0.0015	-
0.7741	24560	0.0008	-
0.7744	24570	0.0006	-
0.7748	24580	0.0008	-
0.7751	24590	0.0014	-
0.7754	24600	0.0007	-
0.7757	24610	0.0009	-
0.7760	24620	0.0007	-
0.7763	24630	0.0007	-
0.7767	24640	0.0009	-
0.7770	24650	0.0024	-
0.7773	24660	0.0021	-
0.7776	24670	0.001	-
0.7779	24680	0.0034	-
0.7782	24690	0.0021	-
0.7785	24700	0.0021	-
0.7789	24710	0.0016	-
0.7792	24720	0.001	-
0.7795	24730	0.0017	-
0.7798	24740	0.0016	-
0.7801	24750	0.0007	-
0.7804	24760	0.0011	-
0.7807	24770	0.0017	-
0.7811	24780	0.0017	-
0.7814	24790	0.0014	-
0.7817	24800	0.0012	-
0.7820	24810	0.0011	-
0.7823	24820	0.001	-
0.7826	24830	0.0014	-
0.7830	24840	0.0017	-
0.7833	24850	0.0024	-
0.7836	24860	0.0011	-
0.7839	24870	0.0018	-
0.7842	24880	0.0013	-
0.7845	24890	0.0011	-
0.7848	24900	0.0017	-
0.7852	24910	0.0011	-
0.7855	24920	0.0012	-
0.7858	24930	0.0017	-
0.7861	24940	0.001	-
0.7864	24950	0.001	-
0.7867	24960	0.0008	-
0.7871	24970	0.0034	-
0.7874	24980	0.001	-
0.7877	24990	0.0012	-
0.7880	25000	0.0027	-
0.7883	25010	0.0017	-
0.7886	25020	0.0012	-
0.7889	25030	0.0011	-
0.7893	25040	0.0013	-
0.7896	25050	0.0012	-
0.7899	25060	0.0023	-
0.7902	25070	0.001	-
0.7905	25080	0.0007	-
0.7908	25090	0.0012	-
0.7911	25100	0.0013	-
0.7915	25110	0.0013	-
0.7918	25120	0.0018	-
0.7921	25130	0.0009	-
0.7924	25140	0.0018	-
0.7927	25150	0.0016	-
0.7930	25160	0.0012	-
0.7934	25170	0.0023	-
0.7937	25180	0.0016	-
0.7940	25190	0.0012	-
0.7943	25200	0.0012	-
0.7946	25210	0.0008	-
0.7949	25220	0.0018	-
0.7952	25230	0.0009	-
0.7956	25240	0.0024	-
0.7959	25250	0.0009	-
0.7962	25260	0.0015	-
0.7965	25270	0.0009	-
0.7968	25280	0.001	-
0.7971	25290	0.0008	-
0.7975	25300	0.0009	-
0.7978	25310	0.0027	-
0.7981	25320	0.0009	-
0.7984	25330	0.0008	-
0.7987	25340	0.0007	-
0.7990	25350	0.001	-
0.7993	25360	0.0019	-
0.7997	25370	0.0011	-
0.8000	25380	0.0014	-
0.8003	25390	0.0027	-
0.8006	25400	0.0015	-
0.8009	25410	0.0012	-
0.8012	25420	0.0012	-
0.8016	25430	0.0011	-
0.8019	25440	0.0023	-
0.8022	25450	0.0016	-
0.8025	25460	0.0007	-
0.8028	25470	0.0007	-
0.8031	25480	0.0008	-
0.8034	25490	0.001	-
0.8038	25500	0.0006	-
0.8041	25510	0.0029	-
0.8044	25520	0.0011	-
0.8047	25530	0.0011	-
0.8050	25540	0.0007	-
0.8053	25550	0.002	-
0.8056	25560	0.0008	-
0.8060	25570	0.0009	-
0.8063	25580	0.0011	-
0.8066	25590	0.002	-
0.8069	25600	0.0015	-
0.8072	25610	0.0009	-
0.8075	25620	0.0009	-
0.8079	25630	0.0021	-
0.8082	25640	0.0008	-
0.8085	25650	0.0005	-
0.8088	25660	0.0009	-
0.8091	25670	0.0006	-
0.8094	25680	0.0006	-
0.8097	25690	0.0009	-
0.8101	25700	0.0005	-
0.8104	25710	0.0006	-
0.8107	25720	0.0009	-
0.8110	25730	0.0012	-
0.8113	25740	0.0009	-
0.8116	25750	0.0009	-
0.8120	25760	0.0007	-
0.8123	25770	0.0017	-
0.8126	25780	0.0009	-
0.8129	25790	0.0013	-
0.8132	25800	0.0013	-
0.8135	25810	0.0018	-
0.8138	25820	0.0013	-
0.8142	25830	0.0012	-
0.8145	25840	0.0008	-
0.8148	25850	0.0015	-
0.8151	25860	0.0052	-
0.8154	25870	0.0016	-
0.8157	25880	0.0013	-
0.8160	25890	0.0017	-
0.8164	25900	0.0006	-
0.8167	25910	0.0008	-
0.8170	25920	0.0016	-
0.8173	25930	0.0014	-
0.8176	25940	0.0028	-
0.8179	25950	0.0006	-
0.8183	25960	0.0022	-
0.8186	25970	0.0016	-
0.8189	25980	0.0015	-
0.8192	25990	0.0016	-
0.8195	26000	0.0006	0.0056
0.8198	26010	0.0015	-
0.8201	26020	0.0022	-
0.8205	26030	0.0007	-
0.8208	26040	0.0024	-
0.8211	26050	0.0007	-
0.8214	26060	0.0009	-
0.8217	26070	0.001	-
0.8220	26080	0.0021	-
0.8224	26090	0.0008	-
0.8227	26100	0.0014	-
0.8230	26110	0.0019	-
0.8233	26120	0.0034	-
0.8236	26130	0.0013	-
0.8239	26140	0.001	-
0.8242	26150	0.0009	-
0.8246	26160	0.0012	-
0.8249	26170	0.0009	-
0.8252	26180	0.0006	-
0.8255	26190	0.0013	-
0.8258	26200	0.0017	-
0.8261	26210	0.0011	-
0.8265	26220	0.0009	-
0.8268	26230	0.0008	-
0.8271	26240	0.0011	-
0.8274	26250	0.001	-
0.8277	26260	0.0009	-
0.8280	26270	0.0016	-
0.8283	26280	0.0016	-
0.8287	26290	0.0012	-
0.8290	26300	0.0011	-
0.8293	26310	0.0012	-
0.8296	26320	0.0028	-
0.8299	26330	0.0009	-
0.8302	26340	0.0017	-
0.8305	26350	0.0008	-
0.8309	26360	0.0008	-
0.8312	26370	0.0012	-
0.8315	26380	0.0013	-
0.8318	26390	0.0013	-
0.8321	26400	0.0012	-
0.8324	26410	0.0011	-
0.8328	26420	0.0011	-
0.8331	26430	0.0008	-
0.8334	26440	0.0011	-
0.8337	26450	0.0012	-
0.8340	26460	0.0016	-
0.8343	26470	0.0038	-
0.8346	26480	0.0013	-
0.8350	26490	0.0008	-
0.8353	26500	0.0011	-
0.8356	26510	0.001	-
0.8359	26520	0.0011	-
0.8362	26530	0.0014	-
0.8365	26540	0.002	-
0.8369	26550	0.0007	-
0.8372	26560	0.0009	-
0.8375	26570	0.0014	-
0.8378	26580	0.0009	-
0.8381	26590	0.0011	-
0.8384	26600	0.0014	-
0.8387	26610	0.0024	-
0.8391	26620	0.0009	-
0.8394	26630	0.0016	-
0.8397	26640	0.0018	-
0.8400	26650	0.0009	-
0.8403	26660	0.0008	-
0.8406	26670	0.001	-
0.8410	26680	0.0014	-
0.8413	26690	0.001	-
0.8416	26700	0.0008	-
0.8419	26710	0.0016	-
0.8422	26720	0.001	-
0.8425	26730	0.0008	-
0.8428	26740	0.0006	-
0.8432	26750	0.0008	-
0.8435	26760	0.0009	-
0.8438	26770	0.0006	-
0.8441	26780	0.0011	-
0.8444	26790	0.0005	-
0.8447	26800	0.0008	-
0.8450	26810	0.0008	-
0.8454	26820	0.0018	-
0.8457	26830	0.0012	-
0.8460	26840	0.001	-
0.8463	26850	0.0008	-
0.8466	26860	0.0009	-
0.8469	26870	0.0058	-
0.8473	26880	0.0009	-
0.8476	26890	0.001	-
0.8479	26900	0.0011	-
0.8482	26910	0.0015	-
0.8485	26920	0.001	-
0.8488	26930	0.0011	-
0.8491	26940	0.0011	-
0.8495	26950	0.0008	-
0.8498	26960	0.0008	-
0.8501	26970	0.0017	-
0.8504	26980	0.0008	-
0.8507	26990	0.0008	-
0.8510	27000	0.001	-
0.8514	27010	0.0013	-
0.8517	27020	0.0007	-
0.8520	27030	0.001	-
0.8523	27040	0.0007	-
0.8526	27050	0.0016	-
0.8529	27060	0.0012	-
0.8532	27070	0.001	-
0.8536	27080	0.0017	-
0.8539	27090	0.0007	-
0.8542	27100	0.0012	-
0.8545	27110	0.0024	-
0.8548	27120	0.0012	-
0.8551	27130	0.0012	-
0.8554	27140	0.0013	-
0.8558	27150	0.0012	-
0.8561	27160	0.0029	-
0.8564	27170	0.0013	-
0.8567	27180	0.0006	-
0.8570	27190	0.0011	-
0.8573	27200	0.0031	-
0.8577	27210	0.0007	-
0.8580	27220	0.0009	-
0.8583	27230	0.0011	-
0.8586	27240	0.0007	-
0.8589	27250	0.0012	-
0.8592	27260	0.0008	-
0.8595	27270	0.0009	-
0.8599	27280	0.0008	-
0.8602	27290	0.0012	-
0.8605	27300	0.0015	-
0.8608	27310	0.0017	-
0.8611	27320	0.0008	-
0.8614	27330	0.0007	-
0.8618	27340	0.0016	-
0.8621	27350	0.0011	-
0.8624	27360	0.0029	-
0.8627	27370	0.0015	-
0.8630	27380	0.0011	-
0.8633	27390	0.0025	-
0.8636	27400	0.0017	-
0.8640	27410	0.0018	-
0.8643	27420	0.0012	-
0.8646	27430	0.0018	-
0.8649	27440	0.001	-
0.8652	27450	0.001	-
0.8655	27460	0.0011	-
0.8659	27470	0.0021	-
0.8662	27480	0.0029	-
0.8665	27490	0.0033	-
0.8668	27500	0.0016	-
0.8671	27510	0.0019	-
0.8674	27520	0.001	-
0.8677	27530	0.0009	-
0.8681	27540	0.0013	-
0.8684	27550	0.0017	-
0.8687	27560	0.0012	-
0.8690	27570	0.0027	-
0.8693	27580	0.0009	-
0.8696	27590	0.002	-
0.8699	27600	0.0012	-
0.8703	27610	0.0009	-
0.8706	27620	0.0012	-
0.8709	27630	0.0017	-
0.8712	27640	0.0008	-
0.8715	27650	0.0019	-
0.8718	27660	0.0006	-
0.8722	27670	0.0019	-
0.8725	27680	0.0007	-
0.8728	27690	0.0018	-
0.8731	27700	0.0033	-
0.8734	27710	0.0012	-
0.8737	27720	0.0027	-
0.8740	27730	0.001	-
0.8744	27740	0.0011	-
0.8747	27750	0.0014	-
0.8750	27760	0.0025	-
0.8753	27770	0.0019	-
0.8756	27780	0.0014	-
0.8759	27790	0.001	-
0.8763	27800	0.0007	-
0.8766	27810	0.0014	-
0.8769	27820	0.0008	-
0.8772	27830	0.0007	-
0.8775	27840	0.0008	-
0.8778	27850	0.0013	-
0.8781	27860	0.001	-
0.8785	27870	0.0006	-
0.8788	27880	0.0006	-
0.8791	27890	0.0008	-
0.8794	27900	0.0013	-
0.8797	27910	0.0006	-
0.8800	27920	0.0007	-
0.8804	27930	0.0008	-
0.8807	27940	0.0008	-
0.8810	27950	0.0008	-
0.8813	27960	0.0014	-
0.8816	27970	0.0015	-
0.8819	27980	0.0014	-
0.8822	27990	0.0032	-
0.8826	28000	0.0013	0.0065
0.8829	28010	0.0008	-
0.8832	28020	0.0015	-
0.8835	28030	0.0012	-
0.8838	28040	0.0018	-
0.8841	28050	0.001	-
0.8844	28060	0.0012	-
0.8848	28070	0.0017	-
0.8851	28080	0.0007	-
0.8854	28090	0.0024	-
0.8857	28100	0.0027	-
0.8860	28110	0.0011	-
0.8863	28120	0.0008	-
0.8867	28130	0.0007	-
0.8870	28140	0.0011	-
0.8873	28150	0.001	-
0.8876	28160	0.0007	-
0.8879	28170	0.0013	-
0.8882	28180	0.0008	-
0.8885	28190	0.0008	-
0.8889	28200	0.0016	-
0.8892	28210	0.0007	-
0.8895	28220	0.0007	-
0.8898	28230	0.0009	-
0.8901	28240	0.001	-
0.8904	28250	0.0016	-
0.8908	28260	0.0013	-
0.8911	28270	0.0013	-
0.8914	28280	0.0009	-
0.8917	28290	0.0011	-
0.8920	28300	0.0011	-
0.8923	28310	0.0013	-
0.8926	28320	0.0012	-
0.8930	28330	0.0022	-
0.8933	28340	0.0007	-
0.8936	28350	0.0015	-
0.8939	28360	0.0006	-
0.8942	28370	0.0007	-
0.8945	28380	0.0012	-
0.8948	28390	0.0015	-
0.8952	28400	0.0011	-
0.8955	28410	0.0019	-
0.8958	28420	0.0019	-
0.8961	28430	0.0009	-
0.8964	28440	0.001	-
0.8967	28450	0.0008	-
0.8971	28460	0.0031	-
0.8974	28470	0.001	-
0.8977	28480	0.0017	-
0.8980	28490	0.001	-
0.8983	28500	0.0029	-
0.8986	28510	0.0017	-
0.8989	28520	0.0012	-
0.8993	28530	0.0015	-
0.8996	28540	0.0028	-
0.8999	28550	0.0007	-
0.9002	28560	0.0011	-
0.9005	28570	0.0023	-
0.9008	28580	0.0009	-
0.9012	28590	0.0009	-
0.9015	28600	0.001	-
0.9018	28610	0.0009	-
0.9021	28620	0.001	-
0.9024	28630	0.0015	-
0.9027	28640	0.0013	-
0.9030	28650	0.0011	-
0.9034	28660	0.0019	-
0.9037	28670	0.001	-
0.9040	28680	0.0006	-
0.9043	28690	0.0012	-
0.9046	28700	0.0008	-
0.9049	28710	0.0011	-
0.9053	28720	0.0013	-
0.9056	28730	0.0009	-
0.9059	28740	0.0007	-
0.9062	28750	0.0007	-
0.9065	28760	0.0009	-
0.9068	28770	0.0021	-
0.9071	28780	0.0012	-
0.9075	28790	0.001	-
0.9078	28800	0.0006	-
0.9081	28810	0.001	-
0.9084	28820	0.0012	-
0.9087	28830	0.001	-
0.9090	28840	0.0009	-
0.9093	28850	0.0009	-
0.9097	28860	0.0023	-
0.9100	28870	0.0022	-
0.9103	28880	0.0026	-
0.9106	28890	0.0007	-
0.9109	28900	0.0016	-
0.9112	28910	0.0011	-
0.9116	28920	0.0006	-
0.9119	28930	0.0006	-
0.9122	28940	0.0005	-
0.9125	28950	0.0011	-
0.9128	28960	0.0007	-
0.9131	28970	0.0006	-
0.9134	28980	0.0008	-
0.9138	28990	0.0006	-
0.9141	29000	0.0008	-
0.9144	29010	0.0012	-
0.9147	29020	0.0017	-
0.9150	29030	0.0007	-
0.9153	29040	0.001	-
0.9157	29050	0.0015	-
0.9160	29060	0.0009	-
0.9163	29070	0.0014	-
0.9166	29080	0.0012	-
0.9169	29090	0.0012	-
0.9172	29100	0.0013	-
0.9175	29110	0.0015	-
0.9179	29120	0.0009	-
0.9182	29130	0.0009	-
0.9185	29140	0.0012	-
0.9188	29150	0.0011	-
0.9191	29160	0.0016	-
0.9194	29170	0.0014	-
0.9198	29180	0.0007	-
0.9201	29190	0.0013	-
0.9204	29200	0.0013	-
0.9207	29210	0.0016	-
0.9210	29220	0.0031	-
0.9213	29230	0.0008	-
0.9216	29240	0.0017	-
0.9220	29250	0.0006	-
0.9223	29260	0.0008	-
0.9226	29270	0.0011	-
0.9229	29280	0.0007	-
0.9232	29290	0.0011	-
0.9235	29300	0.0023	-
0.9238	29310	0.0006	-
0.9242	29320	0.0009	-
0.9245	29330	0.0018	-
0.9248	29340	0.0033	-
0.9251	29350	0.0007	-
0.9254	29360	0.0012	-
0.9257	29370	0.0009	-
0.9261	29380	0.0008	-
0.9264	29390	0.0011	-
0.9267	29400	0.0012	-
0.9270	29410	0.001	-
0.9273	29420	0.0011	-
0.9276	29430	0.0027	-
0.9279	29440	0.0018	-
0.9283	29450	0.0005	-
0.9286	29460	0.0008	-
0.9289	29470	0.0009	-
0.9292	29480	0.001	-
0.9295	29490	0.0011	-
0.9298	29500	0.0013	-
0.9302	29510	0.0012	-
0.9305	29520	0.0028	-
0.9308	29530	0.0015	-
0.9311	29540	0.0013	-
0.9314	29550	0.183	-
0.9317	29560	0.3309	-
0.9320	29570	0.3128	-
0.9324	29580	0.4007	-
0.9327	29590	0.2895	-
0.9330	29600	0.3465	-
0.9333	29610	0.2069	-
0.9336	29620	0.4172	-
0.9339	29630	0.1919	-
0.9342	29640	0.2574	-
0.9346	29650	0.2636	-
0.9349	29660	0.2434	-
0.9352	29670	0.1645	-
0.9355	29680	0.1715	-
0.9358	29690	0.1888	-
0.9361	29700	0.2468	-
0.9365	29710	0.1943	-
0.9368	29720	0.3433	-
0.9371	29730	0.3781	-
0.9374	29740	0.1687	-
0.9377	29750	0.2262	-
0.9380	29760	0.2661	-
0.9383	29770	0.2182	-
0.9387	29780	0.2496	-
0.9390	29790	0.1748	-
0.9393	29800	0.3015	-
0.9396	29810	0.3377	-
0.9399	29820	0.2346	-
0.9402	29830	0.2127	-
0.9406	29840	0.3263	-
0.9409	29850	0.1512	-
0.9412	29860	0.1142	-
0.9415	29870	0.1475	-
0.9418	29880	0.1151	-
0.9421	29890	0.1207	-
0.9424	29900	0.2052	-
0.9428	29910	0.1008	-
0.9431	29920	0.1642	-
0.9434	29930	0.1321	-
0.9437	29940	0.2176	-
0.9440	29950	0.2003	-
0.9443	29960	0.2435	-
0.9447	29970	0.2182	-
0.9450	29980	0.207	-
0.9453	29990	0.2311	-
0.9456	30000	0.2312	0.0036
0.9459	30010	0.2188	-
0.9462	30020	0.2039	-
0.9465	30030	0.2689	-
0.9469	30040	0.189	-
0.9472	30050	0.2139	-
0.9475	30060	0.2311	-
0.9478	30070	0.2398	-
0.9481	30080	0.3849	-
0.9484	30090	0.4034	-
0.9487	30100	0.3521	-
0.9491	30110	0.2449	-
0.9494	30120	0.1861	-
0.9497	30130	0.2736	-
0.9500	30140	0.2604	-
0.9503	30150	0.1989	-
0.9506	30160	0.2023	-
0.9510	30170	0.1387	-
0.9513	30180	0.2248	-
0.9516	30190	0.1756	-
0.9519	30200	0.2078	-
0.9522	30210	0.3031	-
0.9525	30220	0.2007	-
0.9528	30230	0.3441	-
0.9532	30240	0.277	-
0.9535	30250	0.1658	-
0.9538	30260	0.3228	-
0.9541	30270	0.2428	-
0.9544	30280	0.3351	-
0.9547	30290	0.2412	-
0.9551	30300	0.2785	-
0.9554	30310	0.173	-
0.9557	30320	0.252	-
0.9560	30330	0.1875	-
0.9563	30340	0.2056	-
0.9566	30350	0.16	-
0.9569	30360	0.1716	-
0.9573	30370	0.1715	-
0.9576	30380	0.1948	-
0.9579	30390	0.1231	-
0.9582	30400	0.1407	-
0.9585	30410	0.1712	-
0.9588	30420	0.2425	-
0.9592	30430	0.207	-
0.9595	30440	0.2052	-
0.9598	30450	0.1985	-
0.9601	30460	0.1951	-
0.9604	30470	0.2568	-
0.9607	30480	0.4089	-
0.9610	30490	0.4379	-
0.9614	30500	0.2108	-
0.9617	30510	0.2792	-
0.9620	30520	0.2081	-
0.9623	30530	0.2565	-
0.9626	30540	0.1852	-
0.9629	30550	0.2436	-
0.9632	30560	0.214	-
0.9636	30570	0.1855	-
0.9639	30580	0.1827	-
0.9642	30590	0.1763	-
0.9645	30600	0.2158	-
0.9648	30610	0.2443	-
0.9651	30620	0.2343	-
0.9655	30630	0.2712	-
0.9658	30640	0.2023	-
0.9661	30650	0.3355	-
0.9664	30660	0.3301	-
0.9667	30670	0.3812	-
0.9670	30680	0.3882	-
0.9673	30690	0.3734	-
0.9677	30700	0.267	-
0.9680	30710	0.3753	-
0.9683	30720	0.2714	-
0.9686	30730	0.2465	-
0.9689	30740	0.2848	-
0.9692	30750	0.2643	-
0.9696	30760	0.176	-
0.9699	30770	0.1336	-
0.9702	30780	0.2089	-
0.9705	30790	0.2331	-
0.9708	30800	0.165	-
0.9711	30810	0.2654	-
0.9714	30820	0.4145	-
0.9718	30830	0.2121	-
0.9721	30840	0.2021	-
0.9724	30850	0.2635	-
0.9727	30860	0.261	-
0.9730	30870	0.2087	-
0.9733	30880	0.2254	-
0.9736	30890	0.319	-
0.9740	30900	0.3156	-
0.9743	30910	0.2653	-
0.9746	30920	0.1989	-
0.9749	30930	0.3028	-
0.9752	30940	0.2355	-
0.9755	30950	0.1077	-
0.9759	30960	0.1267	-
0.9762	30970	0.1193	-
0.9765	30980	0.1376	-
0.9768	30990	0.156	-
0.9771	31000	0.1686	-
0.9774	31010	0.1635	-
0.9777	31020	0.1406	-
0.9781	31030	0.1536	-
0.9784	31040	0.2277	-
0.9787	31050	0.2461	-
0.9790	31060	0.2145	-
0.9793	31070	0.1832	-
0.9796	31080	0.2474	-
0.9800	31090	0.2324	-
0.9803	31100	0.2179	-
0.9806	31110	0.2075	-
0.9809	31120	0.2212	-
0.9812	31130	0.17	-
0.9815	31140	0.175	-
0.9818	31150	0.2004	-
0.9822	31160	0.253	-
0.9825	31170	0.3	-
0.9828	31180	0.4011	-
0.9831	31190	0.3989	-
0.9834	31200	0.2464	-
0.9837	31210	0.1422	-
0.9841	31220	0.2482	-
0.9844	31230	0.2765	-
0.9847	31240	0.2009	-
0.9850	31250	0.1951	-
0.9853	31260	0.2182	-
0.9856	31270	0.2102	-
0.9859	31280	0.1906	-
0.9863	31290	0.2521	-
0.9866	31300	0.2743	-
0.9869	31310	0.1619	-
0.9872	31320	0.2698	-
0.9875	31330	0.3024	-
0.9878	31340	0.1834	-
0.9881	31350	0.2319	-
0.9885	31360	0.2291	-
0.9888	31370	0.3883	-
0.9891	31380	0.2133	-
0.9894	31390	0.295	-
0.9897	31400	0.1637	-
0.9900	31410	0.2013	-
0.9904	31420	0.2104	-
0.9907	31430	0.1825	-
0.9910	31440	0.1567	-
0.9913	31450	0.1916	-
0.9916	31460	0.1354	-
0.9919	31470	0.2258	-
0.9922	31480	0.1387	-
0.9926	31490	0.14	-
0.9929	31500	0.1636	-
0.9932	31510	0.2984	-
0.9935	31520	0.2182	-
0.9938	31530	0.1851	-
0.9941	31540	0.2323	-
0.9945	31550	0.1785	-
0.9948	31560	0.2491	-
0.9951	31570	0.3118	-
0.9954	31580	0.4121	-
0.9957	31590	0.219	-
0.9960	31600	0.2763	-
0.9963	31610	0.2244	-
0.9967	31620	0.2226	-
0.9970	31630	0.2094	-
0.9973	31640	0.2372	-
0.9976	31650	0.205	-
0.9979	31660	0.1813	-
0.9982	31670	0.2308	-
0.9986	31680	0.183	-
0.9989	31690	0.1592	-
0.9992	31700	0.1929	-
0.9995	31710	0.2547	-
0.9998	31720	0.2164	-

Framework Versions

• Python: 3.10.12
• Sentence Transformers: 3.0.1
• Transformers: 4.42.3
• PyTorch: 2.3.1+cu121
• Accelerate: 0.32.1
• Datasets: 2.20.0
• Tokenizers: 0.19.1

Citation

BibTeX

Sentence Transformers

@inproceedings{reimers-2019-sentence-bert,
    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
    author = "Reimers, Nils and Gurevych, Iryna",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
    month = "11",
    year = "2019",
    publisher = "Association for Computational Linguistics",
    url = "https://arxiv.org/abs/1908.10084",
}

MultipleNegativesRankingLoss

@misc{henderson2017efficient,
    title={Efficient Natural Language Response Suggestion for Smart Reply}, 
    author={Matthew Henderson and Rami Al-Rfou and Brian Strope and Yun-hsuan Sung and Laszlo Lukacs and Ruiqi Guo and Sanjiv Kumar and Balint Miklos and Ray Kurzweil},
    year={2017},
    eprint={1705.00652},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}

• loss:MultipleNegativesRankingLoss datasets:
• sentence-transformers/wikihow

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