README.md

metadata

tags:
  - sentence-transformers
  - sentence-similarity
  - feature-extraction
  - generated_from_trainer
  - dataset_size:1077240
  - loss:MultipleNegativesRankingLoss
base_model: Qwen/Qwen2.5-0.5B-Instruct
widget:
  - source_sentence: Who is the father of philosophy?
    sentences:
      - >-
        Charles Sanders Peirce

        Charles Sanders Peirce (/pɜːrs/[9] "purse"; 10September 1839 – 19April
        1914) was an American philosopher, logician, mathematician, and
        scientist who is sometimes known as "the father of pragmatism". He was
        educated as a chemist and employed as a scientist for 30 years. Today he
        is appreciated largely for his contributions to logic, mathematics,
        philosophy, scientific methodology, and semiotics, and for his founding
        of pragmatism.
      - >-
        Georg Wilhelm Friedrich Hegel

        According to Hegel, "Heraclitus is the one who first declared the nature
        of the infinite and first grasped nature as in itself infinite, that is,
        its essence as process. The origin of philosophy is to be dated from
        Heraclitus. His is the persistent Idea that is the same in all
        philosophers up to the present day, as it was the Idea of Plato and
        Aristotle". For Hegel, Heraclitus's great achievements were to have
        understood the nature of the infinite, which for Hegel includes
        understanding the inherent contradictoriness and negativity of reality;
        and to have grasped that reality is becoming or process and that "being"
        and "nothingness" are mere empty abstractions. According to Hegel,
        Heraclitus's "obscurity" comes from his being a true (in Hegel's terms
        "speculative") philosopher who grasped the ultimate philosophical truth
        and therefore expressed himself in a way that goes beyond the abstract
        and limited nature of common sense and is difficult to grasp by those
        who operate within common sense. Hegel asserted that in Heraclitus he
        had an antecedent for his logic: "[...] there is no proposition of
        Heraclitus which I have not adopted in my logic".
      - >-
        History of nuclear weapons

        The notion of using a fission weapon to ignite a process of nuclear
        fusion can be dated back to 1942. At the first major theoretical
        conference on the development of an atomic bomb hosted by J. Robert
        Oppenheimer at the University of California, Berkeley, participant
        Edward Teller directed the majority of the discussion towards Enrico
        Fermi's idea of a "Super" bomb that would use the same reactions that
        powered the Sun itself.
  - source_sentence: When was Father's Day first celebrated in America?
    sentences:
      - >-
        Father's Day (United States)

        Father's Day was founded in Spokane, Washington at the YMCA in 1910 by
        Sonora Smart Dodd, who was born in Arkansas.[4] Its first celebration
        was in the Spokane YMCA on June 19, 1910.[4][5] Her father, the Civil
        War veteran William Jackson Smart, was a single parent who raised his
        six children there.[4] After hearing a sermon about Jarvis' Mother's Day
        at Central Methodist Episcopal Church in 1909, she told her pastor that
        fathers should have a similar holiday honoring them.[4][6] Although she
        initially suggested June 5, her father's birthday, the pastors did not
        have enough time to prepare their sermons, and the celebration was
        deferred to the third Sunday of June.[7][8]
      - >-
        Father's Day

        In [[Peru]], Father's Day is celebrated on the third Sunday of June and
        is not a public holiday. People usually give a present to their fathers
        and spend time with him mostly during a family meal.
      - >-
        Sacramento River

        The Sacramento and its wide natural floodplain were once abundant in
        fish and other aquatic creatures, notably one of the southernmost large
        runs of chinook salmon in North America. For about 12,000 years, humans
        have depended on the vast natural resources of the watershed, which had
        one of the densest Native American populations in California. The river
        has provided a route for trade and travel since ancient times. Hundreds
        of tribes sharing regional customs and traditions inhabited the
        Sacramento Valley, first coming into contact with European explorers in
        the late 1700s. The Spanish explorer Gabriel Moraga named the river Rio
        de los Sacramentos in 1808, later shortened and anglicized into
        Sacramento.
  - source_sentence: What is the population of Austria in 2018?
    sentences:
      - >-
        Utah State Capitol

        The Utah State Capitol is the house of government for the U.S. state of
        Utah. The building houses the chambers and offices of the Utah State
        Legislature, the offices of the Governor, Lieutenant Governor, Attorney
        General, the State Auditor and their staffs. The capitol is the main
        building of the Utah State Capitol Complex, which is located on Capitol
        Hill, overlooking downtown Salt Lake City.
      - >-
        Same-sex marriage in Austria

        A September 2018 poll for "Österreich" found that 74% of Austrians
        supported same-sex marriage and 26% were against.
      - >-
        Demographics of Austria

        Population 8,793,370 (July 2018 est.) country comparison to the world:
        96th
  - source_sentence: What language family is Malay?
    sentences:
      - >-
        Malay language

        Malay is a member of the Austronesian family of languages, which
        includes languages from Southeast Asia and the Pacific Ocean, with a
        smaller number in continental Asia. Malagasy, a geographic outlier
        spoken in Madagascar in the Indian Ocean, is also a member of this
        language family. Although each language of the family is mutually
        unintelligible, their similarities are rather striking. Many roots have
        come virtually unchanged from their common ancestor, Proto-Austronesian
        language. There are many cognates found in the languages' words for
        kinship, health, body parts and common animals. Numbers, especially,
        show remarkable similarities.
      - >-
        Filipinos of Malay descent

        In the Philippines, there is misconception and often mixing between the
        two definitions. Filipinos consider Malays as being the natives of the
        Philippines, Indonesia, Malaysia and Brunei. Consequently, Filipinos
        consider themselves Malay when in reality, they are referring to the
        Malay Race. Filipinos in Singapore also prefer to be considered Malay,
        but their desire to be labeled as part of the ethnic group was rejected
        by the Singaporean government. Paradoxically, a minor percentage of
        Filipinos prefer the Spanish influence and may associate themselves with
        being Hispanic, and have made no realistic attempts to promote and/or
        revive the Malay language in the Philippines.
      - >-
        Preferred provider organization

        In health insurance in the United States, a preferred provider
        organization (PPO), sometimes referred to as a participating provider
        organization or preferred provider option, is a managed care
        organization of medical doctors, hospitals, and other health care
        providers who have agreed with an insurer or a third-party administrator
        to provide health care at reduced rates to the insurer's or
        administrator's clients.
  - source_sentence: When was ABC formed?
    sentences:
      - >-
        American Broadcasting Company

        ABC launched as a radio network on October 12, 1943, serving as the
        successor to the NBC Blue Network, which had been purchased by Edward J.
        Noble. It extended its operations to television in 1948, following in
        the footsteps of established broadcast networks CBS and NBC. In the
        mid-1950s, ABC merged with United Paramount Theatres, a chain of movie
        theaters that formerly operated as a subsidiary of Paramount Pictures.
        Leonard Goldenson, who had been the head of UPT, made the new television
        network profitable by helping develop and greenlight many successful
        series. In the 1980s, after purchasing an 80% interest in cable sports
        channel ESPN, the network's corporate parent, American Broadcasting
        Companies, Inc., merged with Capital Cities Communications, owner of
        several print publications, and television and radio stations. In 1996,
        most of Capital Cities/ABC's assets were purchased by The Walt Disney
        Company.
      - >-
        Roman concrete

        Roman concrete, also called opus caementicium, was a material used in
        construction during the late Roman Republic until the fading of the
        Roman Empire. Roman concrete was based on a hydraulic-setting cement.
        Recently, it has been found that it materially differs in several ways
        from modern concrete which is based on Portland cement. Roman concrete
        is durable due to its incorporation of volcanic ash, which prevents
        cracks from spreading. By the middle of the 1st century, the material
        was used frequently, often brick-faced, although variations in aggregate
        allowed different arrangements of materials. Further innovative
        developments in the material, called the Concrete Revolution,
        contributed to structurally complicated forms, such as the Pantheon
        dome, the world's largest and oldest unreinforced concrete dome.[1]
      - >-
        Americans Battling Communism

        Americans Battling Communism, Inc. (ABC) was an anti-communist
        organization created following an October 1947 speech by Pennsylvania
        Judge Blair Gunther that called for an "ABC movement" to educate America
        about communism. Chartered in November 1947 by Harry Alan Sherman, a
        local lawyer active in various anti-communist organizations, the group
        took part in such activities as blacklisting by disclosing the names of
        people suspected of being communists. Its members included local judges
        and lawyers active in the McCarthy-era prosecution of communists.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics:
  - pearson_cosine
  - spearman_cosine
model-index:
  - name: SentenceTransformer based on Qwen/Qwen2.5-0.5B-Instruct
    results:
      - task:
          type: semantic-similarity
          name: Semantic Similarity
        dataset:
          name: sts dev 896
          type: sts-dev-896
        metrics:
          - type: pearson_cosine
            value: 0.8199747689342192
            name: Pearson Cosine
          - type: spearman_cosine
            value: 0.8176114370831747
            name: Spearman Cosine
      - task:
          type: semantic-similarity
          name: Semantic Similarity
        dataset:
          name: sts dev 768
          type: sts-dev-768
        metrics:
          - type: pearson_cosine
            value: 0.8177656539407367
            name: Pearson Cosine
          - type: spearman_cosine
            value: 0.8154555109705525
            name: Spearman Cosine

SentenceTransformer based on Qwen/Qwen2.5-0.5B-Instruct

This is a sentence-transformers model finetuned from Qwen/Qwen2.5-0.5B-Instruct. It maps sentences & paragraphs to a 896-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: Qwen/Qwen2.5-0.5B-Instruct
• Maximum Sequence Length: 1024 tokens
• Output Dimensionality: 896 dimensions
• 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': 1024, 'do_lower_case': False}) with Transformer model: Qwen2Model 
  (1): Pooling({'word_embedding_dimension': 896, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)

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("AlexWortega/qwen23k")
# Run inference
sentences = [
    'When was ABC formed?',
    "American Broadcasting Company\nABC launched as a radio network on October 12, 1943, serving as the successor to the NBC Blue Network, which had been purchased by Edward J. Noble. It extended its operations to television in 1948, following in the footsteps of established broadcast networks CBS and NBC. In the mid-1950s, ABC merged with United Paramount Theatres, a chain of movie theaters that formerly operated as a subsidiary of Paramount Pictures. Leonard Goldenson, who had been the head of UPT, made the new television network profitable by helping develop and greenlight many successful series. In the 1980s, after purchasing an 80% interest in cable sports channel ESPN, the network's corporate parent, American Broadcasting Companies, Inc., merged with Capital Cities Communications, owner of several print publications, and television and radio stations. In 1996, most of Capital Cities/ABC's assets were purchased by The Walt Disney Company.",
    'Americans Battling Communism\nAmericans Battling Communism, Inc. (ABC) was an anti-communist organization created following an October 1947 speech by Pennsylvania Judge Blair Gunther that called for an "ABC movement" to educate America about communism. Chartered in November 1947 by Harry Alan Sherman, a local lawyer active in various anti-communist organizations, the group took part in such activities as blacklisting by disclosing the names of people suspected of being communists. Its members included local judges and lawyers active in the McCarthy-era prosecution of communists.',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 896]

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

Evaluation

Metrics

Semantic Similarity

• Datasets: sts-dev-896 and sts-dev-768
• Evaluated with EmbeddingSimilarityEvaluator

Metric	sts-dev-896	sts-dev-768
pearson_cosine	0.82	0.8178
spearman_cosine	0.8176	0.8155

Training Details

Training Dataset

Unnamed Dataset

• Size: 1,077,240 training samples
• Columns: query, response, and negative
• Approximate statistics based on the first 1000 samples:

  	query	response	negative
  type	string	string	string
  details	min: 4 tokens mean: 8.76 tokens max: 26 tokens	min: 23 tokens mean: 141.88 tokens max: 532 tokens	min: 4 tokens mean: 134.02 tokens max: 472 tokens

• Samples:

  query	response	negative
  Was there a year 0?	Year zero Year zero does not exist in the anno Domini system usually used to number years in the Gregorian calendar and in its predecessor, the Julian calendar. In this system, the year 1 BC is followed by AD 1. However, there is a year zero in astronomical year numbering (where it coincides with the Julian year 1 BC) and in ISO 8601:2004 (where it coincides with the Gregorian year 1 BC) as well as in all Buddhist and Hindu calendars.	504 Year 504 (DIV) was a leap year starting on Thursday (link will display the full calendar) of the Julian calendar. At the time, it was known as the Year of the Consulship of Nicomachus without colleague (or, less frequently, year 1257 "Ab urbe condita"). The denomination 504 for this year has been used since the early medieval period, when the Anno Domini calendar era became the prevalent method in Europe for naming years.
  When is the dialectical method used?	Dialectic Dialectic or dialectics (Greek: διαλεκτική, dialektikḗ; related to dialogue), also known as the dialectical method, is at base a discourse between two or more people holding different points of view about a subject but wishing to establish the truth through reasoned arguments. Dialectic resembles debate, but the concept excludes subjective elements such as emotional appeal and the modern pejorative sense of rhetoric.[1][2] Dialectic may be contrasted with the didactic method, wherein one side of the conversation teaches the other. Dialectic is alternatively known as minor logic, as opposed to major logic or critique.	Derek Bentley case Another factor in the posthumous defence was that a "confession" recorded by Bentley, which was claimed by the prosecution to be a "verbatim record of dictated monologue", was shown by forensic linguistics methods to have been largely edited by policemen. Linguist Malcolm Coulthard showed that certain patterns, such as the frequency of the word "then" and the grammatical use of "then" after the grammatical subject ("I then" rather than "then I"), were not consistent with Bentley's use of language (his idiolect), as evidenced in court testimony. These patterns fit better the recorded testimony of the policemen involved. This is one of the earliest uses of forensic linguistics on record.
  What do Grasshoppers eat?	Grasshopper Grasshoppers are plant-eaters, with a few species at times becoming serious pests of cereals, vegetables and pasture, especially when they swarm in their millions as locusts and destroy crops over wide areas. They protect themselves from predators by camouflage; when detected, many species attempt to startle the predator with a brilliantly-coloured wing-flash while jumping and (if adult) launching themselves into the air, usually flying for only a short distance. Other species such as the rainbow grasshopper have warning coloration which deters predators. Grasshoppers are affected by parasites and various diseases, and many predatory creatures feed on both nymphs and adults. The eggs are the subject of attack by parasitoids and predators.	Groundhog Very often the dens of groundhogs provide homes for other animals including skunks, red foxes, and cottontail rabbits. The fox and skunk feed upon field mice, grasshoppers, beetles and other creatures that destroy farm crops. In aiding these animals, the groundhog indirectly helps the farmer. In addition to providing homes for itself and other animals, the groundhog aids in soil improvement by bringing subsoil to the surface. The groundhog is also a valuable game animal and is considered a difficult sport when hunted in a fair manner. In some parts of Appalachia, they are eaten.

• 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: 12
• per_device_eval_batch_size: 12
• gradient_accumulation_steps: 4
• num_train_epochs: 1
• warmup_ratio: 0.3
• bf16: True
• 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: 12
• per_device_eval_batch_size: 12
• per_gpu_train_batch_size: None
• per_gpu_eval_batch_size: None
• gradient_accumulation_steps: 4
• eval_accumulation_steps: None
• torch_empty_cache_steps: None
• learning_rate: 5e-05
• weight_decay: 0.0
• adam_beta1: 0.9
• adam_beta2: 0.999
• adam_epsilon: 1e-08
• max_grad_norm: 1.0
• num_train_epochs: 1
• max_steps: -1
• lr_scheduler_type: linear
• lr_scheduler_kwargs: {}
• warmup_ratio: 0.3
• warmup_steps: 0
• 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
• include_for_metrics: []
• eval_do_concat_batches: True
• fp16_backend: auto
• push_to_hub_model_id: None
• push_to_hub_organization: None
• mp_parameters:
• auto_find_batch_size: False
• full_determinism: False
• torchdynamo: None
• ray_scope: last
• ddp_timeout: 1800
• torch_compile: False
• torch_compile_backend: None
• torch_compile_mode: None
• dispatch_batches: None
• split_batches: None
• include_tokens_per_second: False
• include_num_input_tokens_seen: False
• neftune_noise_alpha: None
• optim_target_modules: None
• batch_eval_metrics: False
• eval_on_start: False
• use_liger_kernel: False
• eval_use_gather_object: False
• average_tokens_across_devices: False
• prompts: None
• batch_sampler: no_duplicates
• multi_dataset_batch_sampler: proportional

Training Logs

Click to expand

Epoch	Step	Training Loss	sts-dev-896_spearman_cosine	sts-dev-768_spearman_cosine
0.0004	10	2.2049	-	-
0.0009	20	2.3168	-	-
0.0013	30	2.3544	-	-
0.0018	40	2.2519	-	-
0.0022	50	2.1809	-	-
0.0027	60	2.1572	-	-
0.0031	70	2.1855	-	-
0.0036	80	2.5887	-	-
0.0040	90	2.883	-	-
0.0045	100	2.8557	-	-
0.0049	110	2.9356	-	-
0.0053	120	2.8833	-	-
0.0058	130	2.8394	-	-
0.0062	140	2.923	-	-
0.0067	150	2.8191	-	-
0.0071	160	2.8658	-	-
0.0076	170	2.8252	-	-
0.0080	180	2.8312	-	-
0.0085	190	2.7761	-	-
0.0089	200	2.7193	-	-
0.0094	210	2.724	-	-
0.0098	220	2.7484	-	-
0.0102	230	2.7262	-	-
0.0107	240	2.6964	-	-
0.0111	250	2.6676	-	-
0.0116	260	2.6715	-	-
0.0120	270	2.6145	-	-
0.0125	280	2.6191	-	-
0.0129	290	1.9812	-	-
0.0134	300	1.6413	-	-
0.0138	310	1.6126	-	-
0.0143	320	1.3599	-	-
0.0147	330	1.2996	-	-
0.0151	340	1.2654	-	-
0.0156	350	1.9409	-	-
0.0160	360	2.1287	-	-
0.0165	370	1.8442	-	-
0.0169	380	1.6837	-	-
0.0174	390	1.5489	-	-
0.0178	400	1.4382	-	-
0.0183	410	1.4848	-	-
0.0187	420	1.3481	-	-
0.0192	430	1.3467	-	-
0.0196	440	1.3977	-	-
0.0201	450	1.26	-	-
0.0205	460	1.2412	-	-
0.0209	470	1.316	-	-
0.0214	480	1.3501	-	-
0.0218	490	1.2246	-	-
0.0223	500	1.2271	-	-
0.0227	510	1.1871	-	-
0.0232	520	1.1685	-	-
0.0236	530	1.1624	-	-
0.0241	540	1.1911	-	-
0.0245	550	1.1978	-	-
0.0250	560	1.1228	-	-
0.0254	570	1.1091	-	-
0.0258	580	1.1433	-	-
0.0263	590	1.0638	-	-
0.0267	600	1.0515	-	-
0.0272	610	1.175	-	-
0.0276	620	1.0943	-	-
0.0281	630	1.1226	-	-
0.0285	640	0.9871	-	-
0.0290	650	1.0171	-	-
0.0294	660	1.0169	-	-
0.0299	670	0.9643	-	-
0.0303	680	0.9563	-	-
0.0307	690	0.9841	-	-
0.0312	700	1.0349	-	-
0.0316	710	0.8958	-	-
0.0321	720	0.9225	-	-
0.0325	730	0.842	-	-
0.0330	740	0.9104	-	-
0.0334	750	0.8927	-	-
0.0339	760	0.8508	-	-
0.0343	770	0.8835	-	-
0.0348	780	0.9531	-	-
0.0352	790	0.926	-	-
0.0356	800	0.8718	-	-
0.0361	810	0.8261	-	-
0.0365	820	0.8169	-	-
0.0370	830	0.8525	-	-
0.0374	840	0.8504	-	-
0.0379	850	0.7625	-	-
0.0383	860	0.8259	-	-
0.0388	870	0.7558	-	-
0.0392	880	0.7898	-	-
0.0397	890	0.7694	-	-
0.0401	900	0.7429	-	-
0.0405	910	0.6666	-	-
0.0410	920	0.7407	-	-
0.0414	930	0.6665	-	-
0.0419	940	0.7597	-	-
0.0423	950	0.7035	-	-
0.0428	960	0.7166	-	-
0.0432	970	0.6889	-	-
0.0437	980	0.7541	-	-
0.0441	990	0.7175	-	-
0.0446	1000	0.7389	0.6420	0.6403
0.0450	1010	0.7142	-	-
0.0454	1020	0.7301	-	-
0.0459	1030	0.7299	-	-
0.0463	1040	0.6759	-	-
0.0468	1050	0.7036	-	-
0.0472	1060	0.6286	-	-
0.0477	1070	0.595	-	-
0.0481	1080	0.6099	-	-
0.0486	1090	0.6377	-	-
0.0490	1100	0.6309	-	-
0.0495	1110	0.6306	-	-
0.0499	1120	0.557	-	-
0.0504	1130	0.5898	-	-
0.0508	1140	0.5896	-	-
0.0512	1150	0.6399	-	-
0.0517	1160	0.5923	-	-
0.0521	1170	0.5787	-	-
0.0526	1180	0.591	-	-
0.0530	1190	0.5714	-	-
0.0535	1200	0.6047	-	-
0.0539	1210	0.5904	-	-
0.0544	1220	0.543	-	-
0.0548	1230	0.6033	-	-
0.0553	1240	0.5445	-	-
0.0557	1250	0.5217	-	-
0.0561	1260	0.5835	-	-
0.0566	1270	0.5353	-	-
0.0570	1280	0.5887	-	-
0.0575	1290	0.5967	-	-
0.0579	1300	0.5036	-	-
0.0584	1310	0.5915	-	-
0.0588	1320	0.5719	-	-
0.0593	1330	0.5238	-	-
0.0597	1340	0.5647	-	-
0.0602	1350	0.538	-	-
0.0606	1360	0.5457	-	-
0.0610	1370	0.5169	-	-
0.0615	1380	0.4967	-	-
0.0619	1390	0.4864	-	-
0.0624	1400	0.5133	-	-
0.0628	1410	0.5587	-	-
0.0633	1420	0.4691	-	-
0.0637	1430	0.5186	-	-
0.0642	1440	0.4907	-	-
0.0646	1450	0.5281	-	-
0.0651	1460	0.4741	-	-
0.0655	1470	0.4452	-	-
0.0659	1480	0.4771	-	-
0.0664	1490	0.4289	-	-
0.0668	1500	0.4551	-	-
0.0673	1510	0.4558	-	-
0.0677	1520	0.5159	-	-
0.0682	1530	0.4296	-	-
0.0686	1540	0.4548	-	-
0.0691	1550	0.4439	-	-
0.0695	1560	0.4295	-	-
0.0700	1570	0.4466	-	-
0.0704	1580	0.4717	-	-
0.0708	1590	0.492	-	-
0.0713	1600	0.4566	-	-
0.0717	1610	0.4451	-	-
0.0722	1620	0.4715	-	-
0.0726	1630	0.4573	-	-
0.0731	1640	0.3972	-	-
0.0735	1650	0.5212	-	-
0.0740	1660	0.4381	-	-
0.0744	1670	0.4552	-	-
0.0749	1680	0.4767	-	-
0.0753	1690	0.4398	-	-
0.0757	1700	0.4801	-	-
0.0762	1710	0.3751	-	-
0.0766	1720	0.4407	-	-
0.0771	1730	0.4305	-	-
0.0775	1740	0.3938	-	-
0.0780	1750	0.4748	-	-
0.0784	1760	0.428	-	-
0.0789	1770	0.404	-	-
0.0793	1780	0.4261	-	-
0.0798	1790	0.359	-	-
0.0802	1800	0.4422	-	-
0.0807	1810	0.4748	-	-
0.0811	1820	0.4352	-	-
0.0815	1830	0.4032	-	-
0.0820	1840	0.4124	-	-
0.0824	1850	0.4486	-	-
0.0829	1860	0.429	-	-
0.0833	1870	0.4189	-	-
0.0838	1880	0.3658	-	-
0.0842	1890	0.4297	-	-
0.0847	1900	0.4215	-	-
0.0851	1910	0.3726	-	-
0.0856	1920	0.3736	-	-
0.0860	1930	0.4287	-	-
0.0864	1940	0.4402	-	-
0.0869	1950	0.4353	-	-
0.0873	1960	0.3622	-	-
0.0878	1970	0.3557	-	-
0.0882	1980	0.4107	-	-
0.0887	1990	0.3982	-	-
0.0891	2000	0.453	0.7292	0.7261
0.0896	2010	0.3971	-	-
0.0900	2020	0.4374	-	-
0.0905	2030	0.4322	-	-
0.0909	2040	0.3945	-	-
0.0913	2050	0.356	-	-
0.0918	2060	0.4182	-	-
0.0922	2070	0.3694	-	-
0.0927	2080	0.3989	-	-
0.0931	2090	0.4237	-	-
0.0936	2100	0.3961	-	-
0.0940	2110	0.4264	-	-
0.0945	2120	0.3609	-	-
0.0949	2130	0.4154	-	-
0.0954	2140	0.3661	-	-
0.0958	2150	0.3328	-	-
0.0962	2160	0.3456	-	-
0.0967	2170	0.3478	-	-
0.0971	2180	0.3339	-	-
0.0976	2190	0.3833	-	-
0.0980	2200	0.3238	-	-
0.0985	2210	0.3871	-	-
0.0989	2220	0.4009	-	-
0.0994	2230	0.4115	-	-
0.0998	2240	0.4024	-	-
0.1003	2250	0.35	-	-
0.1007	2260	0.3649	-	-
0.1011	2270	0.3615	-	-
0.1016	2280	0.3898	-	-
0.1020	2290	0.3866	-	-
0.1025	2300	0.3904	-	-
0.1029	2310	0.3321	-	-
0.1034	2320	0.3803	-	-
0.1038	2330	0.3831	-	-
0.1043	2340	0.403	-	-
0.1047	2350	0.3803	-	-
0.1052	2360	0.3463	-	-
0.1056	2370	0.3987	-	-
0.1060	2380	0.3731	-	-
0.1065	2390	0.353	-	-
0.1069	2400	0.3166	-	-
0.1074	2410	0.3895	-	-
0.1078	2420	0.4025	-	-
0.1083	2430	0.3798	-	-
0.1087	2440	0.2991	-	-
0.1092	2450	0.3094	-	-
0.1096	2460	0.3669	-	-
0.1101	2470	0.3412	-	-
0.1105	2480	0.3697	-	-
0.1110	2490	0.369	-	-
0.1114	2500	0.3393	-	-
0.1118	2510	0.4232	-	-
0.1123	2520	0.3445	-	-
0.1127	2530	0.4165	-	-
0.1132	2540	0.3721	-	-
0.1136	2550	0.3476	-	-
0.1141	2560	0.2847	-	-
0.1145	2570	0.3609	-	-
0.1150	2580	0.3017	-	-
0.1154	2590	0.374	-	-
0.1159	2600	0.3365	-	-
0.1163	2610	0.393	-	-
0.1167	2620	0.3623	-	-
0.1172	2630	0.3538	-	-
0.1176	2640	0.3206	-	-
0.1181	2650	0.3962	-	-
0.1185	2660	0.3087	-	-
0.1190	2670	0.3482	-	-
0.1194	2680	0.3616	-	-
0.1199	2690	0.3955	-	-
0.1203	2700	0.3915	-	-
0.1208	2710	0.3782	-	-
0.1212	2720	0.3576	-	-
0.1216	2730	0.3544	-	-
0.1221	2740	0.3572	-	-
0.1225	2750	0.3107	-	-
0.1230	2760	0.3579	-	-
0.1234	2770	0.3571	-	-
0.1239	2780	0.3694	-	-
0.1243	2790	0.3674	-	-
0.1248	2800	0.3373	-	-
0.1252	2810	0.3362	-	-
0.1257	2820	0.3225	-	-
0.1261	2830	0.3609	-	-
0.1265	2840	0.3681	-	-
0.1270	2850	0.4059	-	-
0.1274	2860	0.3047	-	-
0.1279	2870	0.3446	-	-
0.1283	2880	0.3507	-	-
0.1288	2890	0.3124	-	-
0.1292	2900	0.3712	-	-
0.1297	2910	0.3394	-	-
0.1301	2920	0.3869	-	-
0.1306	2930	0.3449	-	-
0.1310	2940	0.3752	-	-
0.1314	2950	0.3341	-	-
0.1319	2960	0.3329	-	-
0.1323	2970	0.36	-	-
0.1328	2980	0.3788	-	-
0.1332	2990	0.3834	-	-
0.1337	3000	0.3426	0.7603	0.7590
0.1341	3010	0.3591	-	-
0.1346	3020	0.2923	-	-
0.1350	3030	0.332	-	-
0.1355	3040	0.3867	-	-
0.1359	3050	0.3778	-	-
0.1363	3060	0.3389	-	-
0.1368	3070	0.3069	-	-
0.1372	3080	0.3833	-	-
0.1377	3090	0.3497	-	-
0.1381	3100	0.3698	-	-
0.1386	3110	0.335	-	-
0.1390	3120	0.3578	-	-
0.1395	3130	0.3171	-	-
0.1399	3140	0.3073	-	-
0.1404	3150	0.3354	-	-
0.1408	3160	0.3338	-	-
0.1412	3170	0.367	-	-
0.1417	3180	0.3299	-	-
0.1421	3190	0.3622	-	-
0.1426	3200	0.3158	-	-
0.1430	3210	0.3242	-	-
0.1435	3220	0.388	-	-
0.1439	3230	0.3626	-	-
0.1444	3240	0.3371	-	-
0.1448	3250	0.3808	-	-
0.1453	3260	0.3375	-	-
0.1457	3270	0.352	-	-
0.1462	3280	0.3466	-	-
0.1466	3290	0.3355	-	-
0.1470	3300	0.3432	-	-
0.1475	3310	0.372	-	-
0.1479	3320	0.3501	-	-
0.1484	3330	0.3311	-	-
0.1488	3340	0.3312	-	-
0.1493	3350	0.3276	-	-
0.1497	3360	0.3218	-	-
0.1502	3370	0.4019	-	-
0.1506	3380	0.3132	-	-
0.1511	3390	0.3741	-	-
0.1515	3400	0.3359	-	-
0.1519	3410	0.381	-	-
0.1524	3420	0.3024	-	-
0.1528	3430	0.3238	-	-
0.1533	3440	0.2675	-	-
0.1537	3450	0.3568	-	-
0.1542	3460	0.3666	-	-
0.1546	3470	0.3307	-	-
0.1551	3480	0.3698	-	-
0.1555	3490	0.3668	-	-
0.1560	3500	0.385	-	-
0.1564	3510	0.3068	-	-
0.1568	3520	0.3015	-	-
0.1573	3530	0.3604	-	-
0.1577	3540	0.3592	-	-
0.1582	3550	0.3483	-	-
0.1586	3560	0.3131	-	-
0.1591	3570	0.3738	-	-
0.1595	3580	0.3719	-	-
0.1600	3590	0.3409	-	-
0.1604	3600	0.4082	-	-
0.1609	3610	0.2881	-	-
0.1613	3620	0.3214	-	-
0.1617	3630	0.4413	-	-
0.1622	3640	0.3706	-	-
0.1626	3650	0.3643	-	-
0.1631	3660	0.3493	-	-
0.1635	3670	0.3877	-	-
0.1640	3680	0.3278	-	-
0.1644	3690	0.3211	-	-
0.1649	3700	0.4104	-	-
0.1653	3710	0.4558	-	-
0.1658	3720	0.3602	-	-
0.1662	3730	0.3348	-	-
0.1666	3740	0.2922	-	-
0.1671	3750	0.329	-	-
0.1675	3760	0.3507	-	-
0.1680	3770	0.2853	-	-
0.1684	3780	0.3556	-	-
0.1689	3790	0.3138	-	-
0.1693	3800	0.3536	-	-
0.1698	3810	0.3762	-	-
0.1702	3820	0.3262	-	-
0.1707	3830	0.3571	-	-
0.1711	3840	0.3455	-	-
0.1715	3850	0.3283	-	-
0.1720	3860	0.3317	-	-
0.1724	3870	0.2984	-	-
0.1729	3880	0.2659	-	-
0.1733	3890	0.2844	-	-
0.1738	3900	0.2999	-	-
0.1742	3910	0.2991	-	-
0.1747	3920	0.2667	-	-
0.1751	3930	0.3529	-	-
0.1756	3940	0.3767	-	-
0.1760	3950	0.3909	-	-
0.1765	3960	0.3393	-	-
0.1769	3970	0.2918	-	-
0.1773	3980	0.3363	-	-
0.1778	3990	0.3694	-	-
0.1782	4000	0.3	0.7572	0.7542
0.1787	4010	0.3266	-	-
0.1791	4020	0.3059	-	-
0.1796	4030	0.3038	-	-
0.1800	4040	0.3415	-	-
0.1805	4050	0.3385	-	-
0.1809	4060	0.3145	-	-
0.1814	4070	0.2816	-	-
0.1818	4080	0.3272	-	-
0.1822	4090	0.3335	-	-
0.1827	4100	0.3412	-	-
0.1831	4110	0.3367	-	-
0.1836	4120	0.2754	-	-
0.1840	4130	0.298	-	-
0.1845	4140	0.3252	-	-
0.1849	4150	0.3613	-	-
0.1854	4160	0.3197	-	-
0.1858	4170	0.3578	-	-
0.1863	4180	0.3254	-	-
0.1867	4190	0.2993	-	-
0.1871	4200	0.3188	-	-
0.1876	4210	0.3217	-	-
0.1880	4220	0.2893	-	-
0.1885	4230	0.3223	-	-
0.1889	4240	0.3522	-	-
0.1894	4250	0.3489	-	-
0.1898	4260	0.3313	-	-
0.1903	4270	0.3612	-	-
0.1907	4280	0.3323	-	-
0.1912	4290	0.2971	-	-
0.1916	4300	0.3009	-	-
0.1920	4310	0.3336	-	-
0.1925	4320	0.3655	-	-
0.1929	4330	0.3414	-	-
0.1934	4340	0.2903	-	-
0.1938	4350	0.3732	-	-
0.1943	4360	0.3526	-	-
0.1947	4370	0.3424	-	-
0.1952	4380	0.3371	-	-
0.1956	4390	0.3407	-	-
0.1961	4400	0.3626	-	-
0.1965	4410	0.3104	-	-
0.1969	4420	0.3432	-	-
0.1974	4430	0.2897	-	-
0.1978	4440	0.2952	-	-
0.1983	4450	0.3032	-	-
0.1987	4460	0.3179	-	-
0.1992	4470	0.3364	-	-
0.1996	4480	0.2757	-	-
0.2001	4490	0.3775	-	-
0.2005	4500	0.2782	-	-
0.2010	4510	0.2787	-	-
0.2014	4520	0.3433	-	-
0.2018	4530	0.3348	-	-
0.2023	4540	0.295	-	-
0.2027	4550	0.3076	-	-
0.2032	4560	0.3489	-	-
0.2036	4570	0.3741	-	-
0.2041	4580	0.3121	-	-
0.2045	4590	0.2682	-	-
0.2050	4600	0.3106	-	-
0.2054	4610	0.312	-	-
0.2059	4620	0.3537	-	-
0.2063	4630	0.2801	-	-
0.2068	4640	0.3378	-	-
0.2072	4650	0.3417	-	-
0.2076	4660	0.4114	-	-
0.2081	4670	0.3325	-	-
0.2085	4680	0.3085	-	-
0.2090	4690	0.2875	-	-
0.2094	4700	0.3864	-	-
0.2099	4710	0.3235	-	-
0.2103	4720	0.3187	-	-
0.2108	4730	0.2956	-	-
0.2112	4740	0.3405	-	-
0.2117	4750	0.313	-	-
0.2121	4760	0.2865	-	-
0.2125	4770	0.3555	-	-
0.2130	4780	0.3089	-	-
0.2134	4790	0.3021	-	-
0.2139	4800	0.353	-	-
0.2143	4810	0.3356	-	-
0.2148	4820	0.338	-	-
0.2152	4830	0.3362	-	-
0.2157	4840	0.3152	-	-
0.2161	4850	0.3321	-	-
0.2166	4860	0.3087	-	-
0.2170	4870	0.3503	-	-
0.2174	4880	0.3841	-	-
0.2179	4890	0.333	-	-
0.2183	4900	0.3705	-	-
0.2188	4910	0.3121	-	-
0.2192	4920	0.3151	-	-
0.2197	4930	0.3138	-	-
0.2201	4940	0.3525	-	-
0.2206	4950	0.3233	-	-
0.2210	4960	0.2762	-	-
0.2215	4970	0.3679	-	-
0.2219	4980	0.3351	-	-
0.2223	4990	0.3733	-	-
0.2228	5000	0.366	0.7601	0.7577
0.2232	5010	0.2968	-	-
0.2237	5020	0.3618	-	-
0.2241	5030	0.3758	-	-
0.2246	5040	0.2664	-	-
0.2250	5050	0.3232	-	-
0.2255	5060	0.3452	-	-
0.2259	5070	0.4011	-	-
0.2264	5080	0.3521	-	-
0.2268	5090	0.3029	-	-
0.2272	5100	0.3058	-	-
0.2277	5110	0.3198	-	-
0.2281	5120	0.2958	-	-
0.2286	5130	0.3046	-	-
0.2290	5140	0.3284	-	-
0.2295	5150	0.333	-	-
0.2299	5160	0.3385	-	-
0.2304	5170	0.3359	-	-
0.2308	5180	0.3572	-	-
0.2313	5190	0.2992	-	-
0.2317	5200	0.318	-	-
0.2321	5210	0.3002	-	-
0.2326	5220	0.3194	-	-
0.2330	5230	0.3398	-	-
0.2335	5240	0.2675	-	-
0.2339	5250	0.312	-	-
0.2344	5260	0.3199	-	-
0.2348	5270	0.3446	-	-
0.2353	5280	0.3082	-	-
0.2357	5290	0.3522	-	-
0.2362	5300	0.3347	-	-
0.2366	5310	0.3571	-	-
0.2371	5320	0.3275	-	-
0.2375	5330	0.3524	-	-
0.2379	5340	0.3151	-	-
0.2384	5350	0.3338	-	-
0.2388	5360	0.3794	-	-
0.2393	5370	0.3591	-	-
0.2397	5380	0.3442	-	-
0.2402	5390	0.2927	-	-
0.2406	5400	0.3316	-	-
0.2411	5410	0.3152	-	-
0.2415	5420	0.3876	-	-
0.2420	5430	0.324	-	-
0.2424	5440	0.3296	-	-
0.2428	5450	0.3499	-	-
0.2433	5460	0.3552	-	-
0.2437	5470	0.3394	-	-
0.2442	5480	0.3083	-	-
0.2446	5490	0.3198	-	-
0.2451	5500	0.2887	-	-
0.2455	5510	0.2898	-	-
0.2460	5520	0.3092	-	-
0.2464	5530	0.3025	-	-
0.2469	5540	0.3253	-	-
0.2473	5550	0.3686	-	-
0.2477	5560	0.3205	-	-
0.2482	5570	0.3507	-	-
0.2486	5580	0.2809	-	-
0.2491	5590	0.3339	-	-
0.2495	5600	0.3261	-	-
0.2500	5610	0.2804	-	-
0.2504	5620	0.2856	-	-
0.2509	5630	0.3211	-	-
0.2513	5640	0.3126	-	-
0.2518	5650	0.3374	-	-
0.2522	5660	0.2957	-	-
0.2526	5670	0.3414	-	-
0.2531	5680	0.3219	-	-
0.2535	5690	0.3554	-	-
0.2540	5700	0.2738	-	-
0.2544	5710	0.361	-	-
0.2549	5720	0.336	-	-
0.2553	5730	0.3254	-	-
0.2558	5740	0.3453	-	-
0.2562	5750	0.2984	-	-
0.2567	5760	0.3224	-	-
0.2571	5770	0.2553	-	-
0.2575	5780	0.301	-	-
0.2580	5790	0.3767	-	-
0.2584	5800	0.3092	-	-
0.2589	5810	0.2676	-	-
0.2593	5820	0.3178	-	-
0.2598	5830	0.3117	-	-
0.2602	5840	0.3446	-	-
0.2607	5850	0.3347	-	-
0.2611	5860	0.3841	-	-
0.2616	5870	0.2847	-	-
0.2620	5880	0.3587	-	-
0.2624	5890	0.2812	-	-
0.2629	5900	0.3577	-	-
0.2633	5910	0.3011	-	-
0.2638	5920	0.3102	-	-
0.2642	5930	0.3297	-	-
0.2647	5940	0.2603	-	-
0.2651	5950	0.3575	-	-
0.2656	5960	0.3617	-	-
0.2660	5970	0.3587	-	-
0.2665	5980	0.3198	-	-
0.2669	5990	0.3536	-	-
0.2673	6000	0.3047	0.7725	0.7699
0.2678	6010	0.3211	-	-
0.2682	6020	0.392	-	-
0.2687	6030	0.3359	-	-
0.2691	6040	0.2903	-	-
0.2696	6050	0.286	-	-
0.2700	6060	0.3426	-	-
0.2705	6070	0.3406	-	-
0.2709	6080	0.2903	-	-
0.2714	6090	0.3175	-	-
0.2718	6100	0.2794	-	-
0.2723	6110	0.3232	-	-
0.2727	6120	0.3054	-	-
0.2731	6130	0.361	-	-
0.2736	6140	0.3524	-	-
0.2740	6150	0.3371	-	-
0.2745	6160	0.313	-	-
0.2749	6170	0.2713	-	-
0.2754	6180	0.3141	-	-
0.2758	6190	0.3197	-	-
0.2763	6200	0.2792	-	-
0.2767	6210	0.3169	-	-
0.2772	6220	0.307	-	-
0.2776	6230	0.2737	-	-
0.2780	6240	0.3348	-	-
0.2785	6250	0.2885	-	-
0.2789	6260	0.3416	-	-
0.2794	6270	0.3422	-	-
0.2798	6280	0.2758	-	-
0.2803	6290	0.3736	-	-
0.2807	6300	0.3036	-	-
0.2812	6310	0.3704	-	-
0.2816	6320	0.3312	-	-
0.2821	6330	0.3431	-	-
0.2825	6340	0.3502	-	-
0.2829	6350	0.2821	-	-
0.2834	6360	0.3097	-	-
0.2838	6370	0.3444	-	-
0.2843	6380	0.3349	-	-
0.2847	6390	0.2999	-	-
0.2852	6400	0.3149	-	-
0.2856	6410	0.3462	-	-
0.2861	6420	0.3337	-	-
0.2865	6430	0.3329	-	-
0.2870	6440	0.3294	-	-
0.2874	6450	0.2917	-	-
0.2878	6460	0.3007	-	-
0.2883	6470	0.2809	-	-
0.2887	6480	0.3745	-	-
0.2892	6490	0.3625	-	-
0.2896	6500	0.3123	-	-
0.2901	6510	0.3209	-	-
0.2905	6520	0.347	-	-
0.2910	6530	0.3084	-	-
0.2914	6540	0.2829	-	-
0.2919	6550	0.3569	-	-
0.2923	6560	0.2686	-	-
0.2927	6570	0.2929	-	-
0.2932	6580	0.3237	-	-
0.2936	6590	0.3451	-	-
0.2941	6600	0.3199	-	-
0.2945	6610	0.2848	-	-
0.2950	6620	0.2842	-	-
0.2954	6630	0.3168	-	-
0.2959	6640	0.3094	-	-
0.2963	6650	0.3239	-	-
0.2968	6660	0.357	-	-
0.2972	6670	0.3279	-	-
0.2976	6680	0.4015	-	-
0.2981	6690	0.2901	-	-
0.2985	6700	0.3387	-	-
0.2990	6710	0.3282	-	-
0.2994	6720	0.2909	-	-
0.2999	6730	0.3556	-	-
0.3003	6740	0.3008	-	-
0.3008	6750	0.3205	-	-
0.3012	6760	0.3132	-	-
0.3017	6770	0.3181	-	-
0.3021	6780	0.3752	-	-
0.3026	6790	0.317	-	-
0.3030	6800	0.3584	-	-
0.3034	6810	0.3475	-	-
0.3039	6820	0.2827	-	-
0.3043	6830	0.2925	-	-
0.3048	6840	0.2941	-	-
0.3052	6850	0.3154	-	-
0.3057	6860	0.3301	-	-
0.3061	6870	0.3492	-	-
0.3066	6880	0.3147	-	-
0.3070	6890	0.348	-	-
0.3075	6900	0.3577	-	-
0.3079	6910	0.2893	-	-
0.3083	6920	0.3298	-	-
0.3088	6930	0.3071	-	-
0.3092	6940	0.322	-	-
0.3097	6950	0.3055	-	-
0.3101	6960	0.3333	-	-
0.3106	6970	0.3329	-	-
0.3110	6980	0.3298	-	-
0.3115	6990	0.3061	-	-
0.3119	7000	0.3005	0.7686	0.7672
0.3124	7010	0.3463	-	-
0.3128	7020	0.3467	-	-
0.3132	7030	0.3104	-	-
0.3137	7040	0.3268	-	-
0.3141	7050	0.3222	-	-
0.3146	7060	0.3126	-	-
0.3150	7070	0.3121	-	-
0.3155	7080	0.2935	-	-
0.3159	7090	0.2897	-	-
0.3164	7100	0.3066	-	-
0.3168	7110	0.3363	-	-
0.3173	7120	0.3293	-	-
0.3177	7130	0.3161	-	-
0.3181	7140	0.3582	-	-
0.3186	7150	0.3345	-	-
0.3190	7160	0.3307	-	-
0.3195	7170	0.3269	-	-
0.3199	7180	0.3262	-	-
0.3204	7190	0.3115	-	-
0.3208	7200	0.3145	-	-
0.3213	7210	0.2816	-	-
0.3217	7220	0.3239	-	-
0.3222	7230	0.2825	-	-
0.3226	7240	0.3217	-	-
0.3230	7250	0.2913	-	-
0.3235	7260	0.3219	-	-
0.3239	7270	0.2968	-	-
0.3244	7280	0.2999	-	-
0.3248	7290	0.2924	-	-
0.3253	7300	0.3033	-	-
0.3257	7310	0.3521	-	-
0.3262	7320	0.3258	-	-
0.3266	7330	0.3724	-	-
0.3271	7340	0.3068	-	-
0.3275	7350	0.3095	-	-
0.3279	7360	0.2957	-	-
0.3284	7370	0.2741	-	-
0.3288	7380	0.3183	-	-
0.3293	7390	0.3409	-	-
0.3297	7400	0.3066	-	-
0.3302	7410	0.3139	-	-
0.3306	7420	0.3639	-	-
0.3311	7430	0.3333	-	-
0.3315	7440	0.276	-	-
0.3320	7450	0.3326	-	-
0.3324	7460	0.3239	-	-
0.3329	7470	0.3067	-	-
0.3333	7480	0.3213	-	-
0.3337	7490	0.3227	-	-
0.3342	7500	0.3027	-	-
0.3346	7510	0.3017	-	-
0.3351	7520	0.2797	-	-
0.3355	7530	0.3215	-	-
0.3360	7540	0.2713	-	-
0.3364	7550	0.3071	-	-
0.3369	7560	0.309	-	-
0.3373	7570	0.3145	-	-
0.3378	7580	0.2694	-	-
0.3382	7590	0.3036	-	-
0.3386	7600	0.2892	-	-
0.3391	7610	0.3227	-	-
0.3395	7620	0.3373	-	-
0.3400	7630	0.2584	-	-
0.3404	7640	0.232	-	-
0.3409	7650	0.311	-	-
0.3413	7660	0.3536	-	-
0.3418	7670	0.3279	-	-
0.3422	7680	0.3034	-	-
0.3427	7690	0.2916	-	-
0.3431	7700	0.2822	-	-
0.3435	7710	0.2871	-	-
0.3440	7720	0.3284	-	-
0.3444	7730	0.2909	-	-
0.3449	7740	0.3292	-	-
0.3453	7750	0.3393	-	-
0.3458	7760	0.2838	-	-
0.3462	7770	0.2686	-	-
0.3467	7780	0.318	-	-
0.3471	7790	0.3335	-	-
0.3476	7800	0.3017	-	-
0.3480	7810	0.2595	-	-
0.3484	7820	0.3008	-	-
0.3489	7830	0.2726	-	-
0.3493	7840	0.2938	-	-
0.3498	7850	0.2923	-	-
0.3502	7860	0.361	-	-
0.3507	7870	0.2689	-	-
0.3511	7880	0.3014	-	-
0.3516	7890	0.3169	-	-
0.3520	7900	0.3124	-	-
0.3525	7910	0.3367	-	-
0.3529	7920	0.276	-	-
0.3533	7930	0.3556	-	-
0.3538	7940	0.3036	-	-
0.3542	7950	0.2983	-	-
0.3547	7960	0.3393	-	-
0.3551	7970	0.3688	-	-
0.3556	7980	0.3391	-	-
0.3560	7990	0.3432	-	-
0.3565	8000	0.3061	0.7543	0.7526
0.3569	8010	0.293	-	-
0.3574	8020	0.2925	-	-
0.3578	8030	0.2852	-	-
0.3582	8040	0.396	-	-
0.3587	8050	0.2927	-	-
0.3591	8060	0.3028	-	-
0.3596	8070	0.3102	-	-
0.3600	8080	0.328	-	-
0.3605	8090	0.3194	-	-
0.3609	8100	0.2808	-	-
0.3614	8110	0.292	-	-
0.3618	8120	0.3232	-	-
0.3623	8130	0.3629	-	-
0.3627	8140	0.3222	-	-
0.3632	8150	0.3691	-	-
0.3636	8160	0.2965	-	-
0.3640	8170	0.293	-	-
0.3645	8180	0.3166	-	-
0.3649	8190	0.3021	-	-
0.3654	8200	0.2815	-	-
0.3658	8210	0.3089	-	-
0.3663	8220	0.2804	-	-
0.3667	8230	0.3011	-	-
0.3672	8240	0.27	-	-
0.3676	8250	0.361	-	-
0.3681	8260	0.3322	-	-
0.3685	8270	0.2741	-	-
0.3689	8280	0.3207	-	-
0.3694	8290	0.3437	-	-
0.3698	8300	0.3259	-	-
0.3703	8310	0.2473	-	-
0.3707	8320	0.2321	-	-
0.3712	8330	0.2699	-	-
0.3716	8340	0.2404	-	-
0.3721	8350	0.2586	-	-
0.3725	8360	0.295	-	-
0.3730	8370	0.3063	-	-
0.3734	8380	0.2551	-	-
0.3738	8390	0.2562	-	-
0.3743	8400	0.3062	-	-
0.3747	8410	0.3165	-	-
0.3752	8420	0.308	-	-
0.3756	8430	0.2976	-	-
0.3761	8440	0.284	-	-
0.3765	8450	0.3525	-	-
0.3770	8460	0.2639	-	-
0.3774	8470	0.3171	-	-
0.3779	8480	0.3367	-	-
0.3783	8490	0.2801	-	-
0.3787	8500	0.2957	-	-
0.3792	8510	0.3684	-	-
0.3796	8520	0.312	-	-
0.3801	8530	0.3703	-	-
0.3805	8540	0.2963	-	-
0.3810	8550	0.3032	-	-
0.3814	8560	0.3415	-	-
0.3819	8570	0.3011	-	-
0.3823	8580	0.33	-	-
0.3828	8590	0.2763	-	-
0.3832	8600	0.3295	-	-
0.3836	8610	0.3334	-	-
0.3841	8620	0.258	-	-
0.3845	8630	0.2626	-	-
0.3850	8640	0.2813	-	-
0.3854	8650	0.2845	-	-
0.3859	8660	0.2719	-	-
0.3863	8670	0.2898	-	-
0.3868	8680	0.3011	-	-
0.3872	8690	0.2914	-	-
0.3877	8700	0.3355	-	-
0.3881	8710	0.2678	-	-
0.3885	8720	0.2266	-	-
0.3890	8730	0.3016	-	-
0.3894	8740	0.3369	-	-
0.3899	8750	0.3558	-	-
0.3903	8760	0.2824	-	-
0.3908	8770	0.3201	-	-
0.3912	8780	0.2485	-	-
0.3917	8790	0.2603	-	-
0.3921	8800	0.3223	-	-
0.3926	8810	0.247	-	-
0.3930	8820	0.2766	-	-
0.3934	8830	0.3231	-	-
0.3939	8840	0.322	-	-
0.3943	8850	0.3039	-	-
0.3948	8860	0.2442	-	-
0.3952	8870	0.36	-	-
0.3957	8880	0.2551	-	-
0.3961	8890	0.2661	-	-
0.3966	8900	0.3001	-	-
0.3970	8910	0.2886	-	-
0.3975	8920	0.2856	-	-
0.3979	8930	0.2827	-	-
0.3984	8940	0.2652	-	-
0.3988	8950	0.3077	-	-
0.3992	8960	0.3094	-	-
0.3997	8970	0.3281	-	-
0.4001	8980	0.3399	-	-
0.4006	8990	0.3093	-	-
0.4010	9000	0.2586	0.7634	0.7607
0.4015	9010	0.2939	-	-
0.4019	9020	0.3022	-	-
0.4024	9030	0.2919	-	-
0.4028	9040	0.2524	-	-
0.4033	9050	0.2248	-	-
0.4037	9060	0.2759	-	-
0.4041	9070	0.2916	-	-
0.4046	9080	0.3006	-	-
0.4050	9090	0.2302	-	-
0.4055	9100	0.3001	-	-
0.4059	9110	0.3143	-	-
0.4064	9120	0.2544	-	-
0.4068	9130	0.3142	-	-
0.4073	9140	0.3364	-	-
0.4077	9150	0.2785	-	-
0.4082	9160	0.2948	-	-
0.4086	9170	0.2657	-	-
0.4090	9180	0.2722	-	-
0.4095	9190	0.3212	-	-
0.4099	9200	0.2952	-	-
0.4104	9210	0.2764	-	-
0.4108	9220	0.2744	-	-
0.4113	9230	0.2912	-	-
0.4117	9240	0.2676	-	-
0.4122	9250	0.2613	-	-
0.4126	9260	0.2905	-	-
0.4131	9270	0.3308	-	-
0.4135	9280	0.3311	-	-
0.4139	9290	0.2904	-	-
0.4144	9300	0.3367	-	-
0.4148	9310	0.2742	-	-
0.4153	9320	0.295	-	-
0.4157	9330	0.3034	-	-
0.4162	9340	0.3302	-	-
0.4166	9350	0.2883	-	-
0.4171	9360	0.2768	-	-
0.4175	9370	0.2953	-	-
0.4180	9380	0.3196	-	-
0.4184	9390	0.2731	-	-
0.4188	9400	0.3016	-	-
0.4193	9410	0.3325	-	-
0.4197	9420	0.2503	-	-
0.4202	9430	0.273	-	-
0.4206	9440	0.2784	-	-
0.4211	9450	0.2676	-	-
0.4215	9460	0.2891	-	-
0.4220	9470	0.2977	-	-
0.4224	9480	0.2673	-	-
0.4229	9490	0.2845	-	-
0.4233	9500	0.2825	-	-
0.4237	9510	0.2865	-	-
0.4242	9520	0.2451	-	-
0.4246	9530	0.2806	-	-
0.4251	9540	0.2629	-	-
0.4255	9550	0.3426	-	-
0.4260	9560	0.2453	-	-
0.4264	9570	0.3458	-	-
0.4269	9580	0.2392	-	-
0.4273	9590	0.2433	-	-
0.4278	9600	0.2481	-	-
0.4282	9610	0.3277	-	-
0.4287	9620	0.2609	-	-
0.4291	9630	0.2986	-	-
0.4295	9640	0.2712	-	-
0.4300	9650	0.3169	-	-
0.4304	9660	0.2638	-	-
0.4309	9670	0.2821	-	-
0.4313	9680	0.2969	-	-
0.4318	9690	0.2727	-	-
0.4322	9700	0.2858	-	-
0.4327	9710	0.2988	-	-
0.4331	9720	0.2628	-	-
0.4336	9730	0.3027	-	-
0.4340	9740	0.2502	-	-
0.4344	9750	0.3028	-	-
0.4349	9760	0.2381	-	-
0.4353	9770	0.2981	-	-
0.4358	9780	0.2208	-	-
0.4362	9790	0.2433	-	-
0.4367	9800	0.2672	-	-
0.4371	9810	0.3147	-	-
0.4376	9820	0.2655	-	-
0.4380	9830	0.273	-	-
0.4385	9840	0.3505	-	-
0.4389	9850	0.2822	-	-
0.4393	9860	0.2682	-	-
0.4398	9870	0.294	-	-
0.4402	9880	0.3002	-	-
0.4407	9890	0.2514	-	-
0.4411	9900	0.3193	-	-
0.4416	9910	0.2296	-	-
0.4420	9920	0.2209	-	-
0.4425	9930	0.2961	-	-
0.4429	9940	0.297	-	-
0.4434	9950	0.2734	-	-
0.4438	9960	0.2806	-	-
0.4442	9970	0.2634	-	-
0.4447	9980	0.3131	-	-
0.4451	9990	0.3007	-	-
0.4456	10000	0.3299	0.7687	0.7657
0.4460	10010	0.2224	-	-
0.4465	10020	0.2891	-	-
0.4469	10030	0.2997	-	-
0.4474	10040	0.3072	-	-
0.4478	10050	0.2657	-	-
0.4483	10060	0.2927	-	-
0.4487	10070	0.3071	-	-
0.4491	10080	0.2734	-	-
0.4496	10090	0.3016	-	-
0.4500	10100	0.2798	-	-
0.4505	10110	0.2845	-	-
0.4509	10120	0.2788	-	-
0.4514	10130	0.2914	-	-
0.4518	10140	0.2693	-	-
0.4523	10150	0.2866	-	-
0.4527	10160	0.3127	-	-
0.4532	10170	0.2743	-	-
0.4536	10180	0.3078	-	-
0.4540	10190	0.3003	-	-
0.4545	10200	0.2872	-	-
0.4549	10210	0.2461	-	-
0.4554	10220	0.2944	-	-
0.4558	10230	0.2765	-	-
0.4563	10240	0.2763	-	-
0.4567	10250	0.2905	-	-
0.4572	10260	0.2856	-	-
0.4576	10270	0.2722	-	-
0.4581	10280	0.2668	-	-
0.4585	10290	0.3014	-	-
0.4590	10300	0.3083	-	-
0.4594	10310	0.2957	-	-
0.4598	10320	0.3093	-	-
0.4603	10330	0.3009	-	-
0.4607	10340	0.3161	-	-
0.4612	10350	0.2737	-	-
0.4616	10360	0.2473	-	-
0.4621	10370	0.2999	-	-
0.4625	10380	0.2943	-	-
0.4630	10390	0.2784	-	-
0.4634	10400	0.2541	-	-
0.4639	10410	0.2731	-	-
0.4643	10420	0.2608	-	-
0.4647	10430	0.3024	-	-
0.4652	10440	0.2563	-	-
0.4656	10450	0.2725	-	-
0.4661	10460	0.2643	-	-
0.4665	10470	0.2627	-	-
0.4670	10480	0.2655	-	-
0.4674	10490	0.2556	-	-
0.4679	10500	0.299	-	-
0.4683	10510	0.3286	-	-
0.4688	10520	0.3075	-	-
0.4692	10530	0.2702	-	-
0.4696	10540	0.2688	-	-
0.4701	10550	0.29	-	-
0.4705	10560	0.2918	-	-
0.4710	10570	0.2507	-	-
0.4714	10580	0.2849	-	-
0.4719	10590	0.2938	-	-
0.4723	10600	0.2275	-	-
0.4728	10610	0.2662	-	-
0.4732	10620	0.2864	-	-
0.4737	10630	0.2865	-	-
0.4741	10640	0.3094	-	-
0.4745	10650	0.2479	-	-
0.4750	10660	0.2483	-	-
0.4754	10670	0.3166	-	-
0.4759	10680	0.2727	-	-
0.4763	10690	0.3077	-	-
0.4768	10700	0.3076	-	-
0.4772	10710	0.2835	-	-
0.4777	10720	0.2893	-	-
0.4781	10730	0.2889	-	-
0.4786	10740	0.279	-	-
0.4790	10750	0.2487	-	-
0.4794	10760	0.2936	-	-
0.4799	10770	0.2471	-	-
0.4803	10780	0.2807	-	-
0.4808	10790	0.2868	-	-
0.4812	10800	0.229	-	-
0.4817	10810	0.2683	-	-
0.4821	10820	0.2686	-	-
0.4826	10830	1.8939	-	-
0.4830	10840	0.8922	-	-
0.4835	10850	0.9472	-	-
0.4839	10860	0.7066	-	-
0.4843	10870	0.6178	-	-
0.4848	10880	0.6898	-	-
0.4852	10890	0.7844	-	-
0.4857	10900	0.9946	-	-
0.4861	10910	1.3618	-	-
0.4866	10920	1.2785	-	-
0.4870	10930	0.9415	-	-
0.4875	10940	0.753	-	-
0.4879	10950	0.6851	-	-
0.4884	10960	0.7812	-	-
0.4888	10970	0.9856	-	-
0.4893	10980	0.7245	-	-
0.4897	10990	1.0757	-	-
0.4901	11000	0.996	0.7854	0.7828
0.4906	11010	0.8984	-	-
0.4910	11020	0.9795	-	-
0.4915	11030	0.7918	-	-
0.4919	11040	0.7253	-	-
0.4924	11050	0.9031	-	-
0.4928	11060	0.9121	-	-
0.4933	11070	0.68	-	-
0.4937	11080	0.5949	-	-
0.4942	11090	0.8265	-	-
0.4946	11100	0.9904	-	-
0.4950	11110	1.0019	-	-
0.4955	11120	1.1003	-	-
0.4959	11130	0.7394	-	-
0.4964	11140	0.873	-	-
0.4968	11150	0.8108	-	-
0.4973	11160	0.8597	-	-
0.4977	11170	0.8456	-	-
0.4982	11180	0.8565	-	-
0.4986	11190	0.927	-	-
0.4991	11200	0.7665	-	-
0.4995	11210	0.5243	-	-
0.4999	11220	0.2878	-	-
0.5004	11230	0.4855	-	-
0.5008	11240	0.7549	-	-
0.5013	11250	0.6238	-	-
0.5017	11260	0.5168	-	-
0.5022	11270	0.4326	-	-
0.5026	11280	0.4716	-	-
0.5031	11290	0.3107	-	-
0.5035	11300	0.4574	-	-
0.5040	11310	0.4029	-	-
0.5044	11320	0.3456	-	-
0.5048	11330	0.4598	-	-
0.5053	11340	0.466	-	-
0.5057	11350	0.4424	-	-
0.5062	11360	0.4651	-	-
0.5066	11370	0.467	-	-
0.5071	11380	0.4323	-	-
0.5075	11390	0.4993	-	-
0.5080	11400	0.5946	-	-
0.5084	11410	0.7139	-	-
0.5089	11420	0.7657	-	-
0.5093	11430	0.7255	-	-
0.5097	11440	0.8461	-	-
0.5102	11450	0.6687	-	-
0.5106	11460	0.5091	-	-
0.5111	11470	0.3306	-	-
0.5115	11480	0.4152	-	-
0.5120	11490	0.3588	-	-
0.5124	11500	0.2542	-	-
0.5129	11510	0.5537	-	-
0.5133	11520	0.3634	-	-
0.5138	11530	0.4235	-	-
0.5142	11540	0.4202	-	-
0.5146	11550	0.5469	-	-
0.5151	11560	0.324	-	-
0.5155	11570	0.2884	-	-
0.5160	11580	0.4072	-	-
0.5164	11590	0.4224	-	-
0.5169	11600	0.3676	-	-
0.5173	11610	0.5243	-	-
0.5178	11620	0.5065	-	-
0.5182	11630	0.4646	-	-
0.5187	11640	0.4851	-	-
0.5191	11650	0.4187	-	-
0.5195	11660	0.4419	-	-
0.5200	11670	0.5056	-	-
0.5204	11680	0.404	-	-
0.5209	11690	0.2907	-	-
0.5213	11700	0.4586	-	-
0.5218	11710	0.3216	-	-
0.5222	11720	0.301	-	-
0.5227	11730	0.5921	-	-
0.5231	11740	0.7519	-	-
0.5236	11750	0.6452	-	-
0.5240	11760	0.5754	-	-
0.5245	11770	0.6165	-	-
0.5249	11780	0.5047	-	-
0.5253	11790	0.4663	-	-
0.5258	11800	0.5821	-	-
0.5262	11810	0.6243	-	-
0.5267	11820	0.6297	-	-
0.5271	11830	0.6245	-	-
0.5276	11840	0.481	-	-
0.5280	11850	0.4765	-	-
0.5285	11860	0.6135	-	-
0.5289	11870	0.5482	-	-
0.5294	11880	0.5489	-	-
0.5298	11890	0.3876	-	-
0.5302	11900	0.4581	-	-
0.5307	11910	0.4316	-	-
0.5311	11920	0.598	-	-
0.5316	11930	0.5204	-	-
0.5320	11940	0.3851	-	-
0.5325	11950	0.318	-	-
0.5329	11960	0.4887	-	-
0.5334	11970	0.6857	-	-
0.5338	11980	0.4579	-	-
0.5343	11990	0.2892	-	-
0.5347	12000	0.3245	0.7634	0.7602
0.5351	12010	0.3557	-	-
0.5356	12020	0.2726	-	-
0.5360	12030	0.4119	-	-
0.5365	12040	0.5011	-	-
0.5369	12050	0.3544	-	-
0.5374	12060	0.5049	-	-
0.5378	12070	0.3972	-	-
0.5383	12080	0.4198	-	-
0.5387	12090	0.398	-	-
0.5392	12100	0.4202	-	-
0.5396	12110	0.5535	-	-
0.5400	12120	0.4567	-	-
0.5405	12130	0.3574	-	-
0.5409	12140	0.5295	-	-
0.5414	12150	0.5034	-	-
0.5418	12160	0.7229	-	-
0.5423	12170	0.6904	-	-
0.5427	12180	0.5902	-	-
0.5432	12190	0.7509	-	-
0.5436	12200	0.7589	-	-
0.5441	12210	1.1649	-	-
0.5445	12220	0.9536	-	-
0.5449	12230	0.7541	-	-
0.5454	12240	0.4796	-	-
0.5458	12250	0.3174	-	-
0.5463	12260	0.5638	-	-
0.5467	12270	0.4724	-	-
0.5472	12280	0.5634	-	-
0.5476	12290	0.5743	-	-
0.5481	12300	0.4831	-	-
0.5485	12310	0.4186	-	-
0.5490	12320	0.6252	-	-
0.5494	12330	0.3462	-	-
0.5498	12340	0.5619	-	-
0.5503	12350	0.523	-	-
0.5507	12360	0.6483	-	-
0.5512	12370	0.4535	-	-
0.5516	12380	0.5385	-	-
0.5521	12390	0.5842	-	-
0.5525	12400	0.5908	-	-
0.5530	12410	0.6554	-	-
0.5534	12420	0.4226	-	-
0.5539	12430	0.5474	-	-
0.5543	12440	0.5548	-	-
0.5548	12450	0.4978	-	-
0.5552	12460	0.577	-	-
0.5556	12470	0.4582	-	-
0.5561	12480	0.4442	-	-
0.5565	12490	0.5035	-	-
0.5570	12500	0.5048	-	-
0.5574	12510	0.4682	-	-
0.5579	12520	0.5447	-	-
0.5583	12530	0.3742	-	-
0.5588	12540	0.5258	-	-
0.5592	12550	0.4223	-	-
0.5597	12560	0.4796	-	-
0.5601	12570	0.5129	-	-
0.5605	12580	0.2938	-	-
0.5610	12590	0.3879	-	-
0.5614	12600	0.497	-	-
0.5619	12610	0.4239	-	-
0.5623	12620	0.356	-	-
0.5628	12630	0.5157	-	-
0.5632	12640	0.5184	-	-
0.5637	12650	0.5824	-	-
0.5641	12660	0.5635	-	-
0.5646	12670	0.3486	-	-
0.5650	12680	0.3022	-	-
0.5654	12690	0.4913	-	-
0.5659	12700	0.447	-	-
0.5663	12710	0.3714	-	-
0.5668	12720	0.5712	-	-
0.5672	12730	0.3758	-	-
0.5677	12740	0.5869	-	-
0.5681	12750	0.5138	-	-
0.5686	12760	0.5118	-	-
0.5690	12770	0.5657	-	-
0.5695	12780	0.4573	-	-
0.5699	12790	0.4634	-	-
0.5703	12800	0.5607	-	-
0.5708	12810	0.5165	-	-
0.5712	12820	0.7618	-	-
0.5717	12830	0.6403	-	-
0.5721	12840	0.7764	-	-
0.5726	12850	0.5983	-	-
0.5730	12860	0.4542	-	-
0.5735	12870	0.5369	-	-
0.5739	12880	0.609	-	-
0.5744	12890	0.7868	-	-
0.5748	12900	0.5426	-	-
0.5752	12910	0.6825	-	-
0.5757	12920	0.9235	-	-
0.5761	12930	0.794	-	-
0.5766	12940	0.6463	-	-
0.5770	12950	0.5675	-	-
0.5775	12960	0.5504	-	-
0.5779	12970	0.5388	-	-
0.5784	12980	0.5311	-	-
0.5788	12990	0.4888	-	-
0.5793	13000	0.5829	0.7793	0.7755
0.5797	13010	0.4561	-	-
0.5801	13020	0.6509	-	-
0.5806	13030	0.6399	-	-
0.5810	13040	0.5947	-	-
0.5815	13050	0.5671	-	-
0.5819	13060	0.4247	-	-
0.5824	13070	0.4867	-	-
0.5828	13080	0.4994	-	-
0.5833	13090	0.6435	-	-
0.5837	13100	0.5342	-	-
0.5842	13110	0.4914	-	-
0.5846	13120	0.3861	-	-
0.5851	13130	0.5282	-	-
0.5855	13140	0.5398	-	-
0.5859	13150	0.4092	-	-
0.5864	13160	0.3806	-	-
0.5868	13170	0.4765	-	-
0.5873	13180	0.4142	-	-
0.5877	13190	0.5128	-	-
0.5882	13200	0.4144	-	-
0.5886	13210	0.5451	-	-
0.5891	13220	0.6271	-	-
0.5895	13230	0.5184	-	-
0.5900	13240	0.5295	-	-
0.5904	13250	0.6778	-	-
0.5908	13260	0.4314	-	-
0.5913	13270	0.6191	-	-
0.5917	13280	0.5368	-	-
0.5922	13290	0.5887	-	-
0.5926	13300	0.4649	-	-
0.5931	13310	0.5456	-	-
0.5935	13320	0.6386	-	-
0.5940	13330	0.5103	-	-
0.5944	13340	0.4517	-	-
0.5949	13350	0.6417	-	-
0.5953	13360	0.5603	-	-
0.5957	13370	0.4754	-	-
0.5962	13380	0.751	-	-
0.5966	13390	0.6738	-	-
0.5971	13400	0.5787	-	-
0.5975	13410	0.6515	-	-
0.5980	13420	0.5561	-	-
0.5984	13430	0.4203	-	-
0.5989	13440	0.5375	-	-
0.5993	13450	0.665	-	-
0.5998	13460	0.5822	-	-
0.6002	13470	0.7468	-	-
0.6006	13480	0.5974	-	-
0.6011	13490	0.5607	-	-
0.6015	13500	0.6841	-	-
0.6020	13510	0.5027	-	-
0.6024	13520	0.428	-	-
0.6029	13530	0.5472	-	-
0.6033	13540	0.5459	-	-
0.6038	13550	0.5012	-	-
0.6042	13560	0.7001	-	-
0.6047	13570	0.5486	-	-
0.6051	13580	0.5094	-	-
0.6055	13590	0.5448	-	-
0.6060	13600	0.5699	-	-
0.6064	13610	0.6869	-	-
0.6069	13620	0.5023	-	-
0.6073	13630	0.5085	-	-
0.6078	13640	0.518	-	-
0.6082	13650	0.6766	-	-
0.6087	13660	0.5309	-	-
0.6091	13670	0.6211	-	-
0.6096	13680	0.3251	-	-
0.6100	13690	0.5166	-	-
0.6104	13700	0.6379	-	-
0.6109	13710	0.6241	-	-
0.6113	13720	0.7437	-	-
0.6118	13730	0.812	-	-
0.6122	13740	0.7919	-	-
0.6127	13750	0.463	-	-
0.6131	13760	0.4957	-	-
0.6136	13770	0.668	-	-
0.6140	13780	0.6703	-	-
0.6145	13790	0.5042	-	-
0.6149	13800	0.6478	-	-
0.6154	13810	0.6265	-	-
0.6158	13820	0.676	-	-
0.6162	13830	0.673	-	-
0.6167	13840	0.6998	-	-
0.6171	13850	0.6694	-	-
0.6176	13860	0.5882	-	-
0.6180	13870	0.6053	-	-
0.6185	13880	0.733	-	-
0.6189	13890	0.5314	-	-
0.6194	13900	0.5823	-	-
0.6198	13910	0.6317	-	-
0.6203	13920	0.4119	-	-
0.6207	13930	0.5587	-	-
0.6211	13940	0.6781	-	-
0.6216	13950	0.6522	-	-
0.6220	13960	0.5028	-	-
0.6225	13970	0.5888	-	-
0.6229	13980	0.5828	-	-
0.6234	13990	0.7167	-	-
0.6238	14000	0.5071	0.7750	0.7701
0.6243	14010	0.504	-	-
0.6247	14020	0.5413	-	-
0.6252	14030	0.3984	-	-
0.6256	14040	0.5869	-	-
0.6260	14050	0.7178	-	-
0.6265	14060	0.5403	-	-
0.6269	14070	0.5818	-	-
0.6274	14080	0.56	-	-
0.6278	14090	0.5358	-	-
0.6283	14100	0.6581	-	-
0.6287	14110	0.5759	-	-
0.6292	14120	0.506	-	-
0.6296	14130	0.5693	-	-
0.6301	14140	0.4833	-	-
0.6305	14150	0.437	-	-
0.6309	14160	0.5275	-	-
0.6314	14170	0.4341	-	-
0.6318	14180	0.519	-	-
0.6323	14190	0.5814	-	-
0.6327	14200	0.5048	-	-
0.6332	14210	0.6698	-	-
0.6336	14220	0.4615	-	-
0.6341	14230	0.5296	-	-
0.6345	14240	0.6698	-	-
0.6350	14250	0.6957	-	-
0.6354	14260	0.6262	-	-
0.6358	14270	0.4748	-	-
0.6363	14280	0.3844	-	-
0.6367	14290	0.4154	-	-
0.6372	14300	0.5885	-	-
0.6376	14310	0.7601	-	-
0.6381	14320	0.5124	-	-
0.6385	14330	0.5676	-	-
0.6390	14340	0.6851	-	-
0.6394	14350	0.4901	-	-
0.6399	14360	0.6241	-	-
0.6403	14370	0.6507	-	-
0.6407	14380	0.6205	-	-
0.6412	14390	0.6978	-	-
0.6416	14400	0.8198	-	-
0.6421	14410	0.4881	-	-
0.6425	14420	0.5284	-	-
0.6430	14430	0.5135	-	-
0.6434	14440	0.6959	-	-
0.6439	14450	0.5884	-	-
0.6443	14460	0.7503	-	-
0.6448	14470	0.6128	-	-
0.6452	14480	0.6051	-	-
0.6456	14490	0.6184	-	-
0.6461	14500	0.4909	-	-
0.6465	14510	0.4208	-	-
0.6470	14520	0.704	-	-
0.6474	14530	0.5478	-	-
0.6479	14540	0.6603	-	-
0.6483	14550	0.5675	-	-
0.6488	14560	0.4911	-	-
0.6492	14570	0.4376	-	-
0.6497	14580	0.4739	-	-
0.6501	14590	0.5139	-	-
0.6506	14600	0.6323	-	-
0.6510	14610	0.6989	-	-
0.6514	14620	0.4663	-	-
0.6519	14630	0.6283	-	-
0.6523	14640	0.5338	-	-
0.6528	14650	0.5181	-	-
0.6532	14660	0.4779	-	-
0.6537	14670	0.4727	-	-
0.6541	14680	0.5531	-	-
0.6546	14690	0.5424	-	-
0.6550	14700	0.5559	-	-
0.6555	14710	0.5618	-	-
0.6559	14720	0.5181	-	-
0.6563	14730	0.7071	-	-
0.6568	14740	0.6763	-	-
0.6572	14750	0.5631	-	-
0.6577	14760	0.555	-	-
0.6581	14770	0.4795	-	-
0.6586	14780	0.6049	-	-
0.6590	14790	0.7414	-	-
0.6595	14800	0.4749	-	-
0.6599	14810	0.5419	-	-
0.6604	14820	0.5846	-	-
0.6608	14830	0.5745	-	-
0.6612	14840	0.539	-	-
0.6617	14850	0.5156	-	-
0.6621	14860	0.5475	-	-
0.6626	14870	0.594	-	-
0.6630	14880	0.6586	-	-
0.6635	14890	0.6606	-	-
0.6639	14900	0.6792	-	-
0.6644	14910	0.5392	-	-
0.6648	14920	0.6391	-	-
0.6653	14930	0.5458	-	-
0.6657	14940	0.624	-	-
0.6661	14950	0.5363	-	-
0.6666	14960	0.6601	-	-
0.6670	14970	0.5433	-	-
0.6675	14980	0.6944	-	-
0.6679	14990	0.6501	-	-
0.6684	15000	0.5094	0.7516	0.7474
0.6688	15010	0.402	-	-
0.6693	15020	0.5112	-	-
0.6697	15030	0.5717	-	-
0.6702	15040	0.5683	-	-
0.6706	15050	0.5695	-	-
0.6710	15060	0.5256	-	-
0.6715	15070	0.3821	-	-
0.6719	15080	0.5766	-	-
0.6724	15090	0.6759	-	-
0.6728	15100	0.527	-	-
0.6733	15110	0.6104	-	-
0.6737	15120	0.5227	-	-
0.6742	15130	0.4991	-	-
0.6746	15140	0.5098	-	-
0.6751	15150	0.4574	-	-
0.6755	15160	0.579	-	-
0.6759	15170	0.6386	-	-
0.6764	15180	0.4503	-	-
0.6768	15190	0.566	-	-
0.6773	15200	0.7506	-	-
0.6777	15210	0.7889	-	-
0.6782	15220	0.7078	-	-
0.6786	15230	0.5937	-	-
0.6791	15240	0.7335	-	-
0.6795	15250	0.4405	-	-
0.6800	15260	0.5401	-	-
0.6804	15270	0.571	-	-
0.6809	15280	0.5536	-	-
0.6813	15290	0.5679	-	-
0.6817	15300	0.4975	-	-
0.6822	15310	0.4321	-	-
0.6826	15320	0.5781	-	-
0.6831	15330	0.5391	-	-
0.6835	15340	0.4769	-	-
0.6840	15350	0.643	-	-
0.6844	15360	0.5703	-	-
0.6849	15370	0.6725	-	-
0.6853	15380	0.4105	-	-
0.6858	15390	0.6465	-	-
0.6862	15400	0.6231	-	-
0.6866	15410	0.5094	-	-
0.6871	15420	0.5107	-	-
0.6875	15430	0.5685	-	-
0.6880	15440	0.4415	-	-
0.6884	15450	0.4315	-	-
0.6889	15460	0.5188	-	-
0.6893	15470	0.5184	-	-
0.6898	15480	0.5266	-	-
0.6902	15490	0.5655	-	-
0.6907	15500	0.5594	-	-
0.6911	15510	0.4806	-	-
0.6915	15520	0.7032	-	-
0.6920	15530	0.6974	-	-
0.6924	15540	0.6555	-	-
0.6929	15550	0.5087	-	-
0.6933	15560	0.6331	-	-
0.6938	15570	0.6514	-	-
0.6942	15580	0.5982	-	-
0.6947	15590	0.4068	-	-
0.6951	15600	0.6159	-	-
0.6956	15610	0.6492	-	-
0.6960	15620	0.6159	-	-
0.6964	15630	0.6345	-	-
0.6969	15640	0.4102	-	-
0.6973	15650	0.5313	-	-
0.6978	15660	0.5476	-	-
0.6982	15670	0.4904	-	-
0.6987	15680	0.5541	-	-
0.6991	15690	0.4438	-	-
0.6996	15700	0.5396	-	-
0.7000	15710	0.4583	-	-
0.7005	15720	0.6321	-	-
0.7009	15730	0.5023	-	-
0.7013	15740	0.5447	-	-
0.7018	15750	0.4839	-	-
0.7022	15760	0.2881	-	-
0.7027	15770	0.565	-	-
0.7031	15780	0.6217	-	-
0.7036	15790	0.8223	-	-
0.7040	15800	0.49	-	-
0.7045	15810	0.6942	-	-
0.7049	15820	0.5618	-	-
0.7054	15830	0.4518	-	-
0.7058	15840	0.4746	-	-
0.7062	15850	0.5028	-	-
0.7067	15860	0.5187	-	-
0.7071	15870	0.5187	-	-
0.7076	15880	0.5386	-	-
0.7080	15890	0.4833	-	-
0.7085	15900	0.4029	-	-
0.7089	15910	0.5607	-	-
0.7094	15920	0.4192	-	-
0.7098	15930	0.4641	-	-
0.7103	15940	0.6046	-	-
0.7107	15950	0.4561	-	-
0.7112	15960	0.5743	-	-
0.7116	15970	0.5099	-	-
0.7120	15980	0.5778	-	-
0.7125	15990	0.4376	-	-
0.7129	16000	0.4932	0.7523	0.7492
0.7134	16010	0.7829	-	-
0.7138	16020	0.6266	-	-
0.7143	16030	0.5134	-	-
0.7147	16040	0.5033	-	-
0.7152	16050	0.5367	-	-
0.7156	16060	0.4508	-	-
0.7161	16070	0.7549	-	-
0.7165	16080	0.7274	-	-
0.7169	16090	0.5064	-	-
0.7174	16100	0.5051	-	-
0.7178	16110	0.3907	-	-
0.7183	16120	0.5351	-	-
0.7187	16130	0.5931	-	-
0.7192	16140	0.5771	-	-
0.7196	16150	0.53	-	-
0.7201	16160	0.6805	-	-
0.7205	16170	0.5097	-	-
0.7210	16180	0.593	-	-
0.7214	16190	0.4298	-	-
0.7218	16200	0.589	-	-
0.7223	16210	0.7176	-	-
0.7227	16220	0.5244	-	-
0.7232	16230	0.4668	-	-
0.7236	16240	0.5821	-	-
0.7241	16250	0.6241	-	-
0.7245	16260	0.4775	-	-
0.7250	16270	0.5743	-	-
0.7254	16280	0.3967	-	-
0.7259	16290	0.4876	-	-
0.7263	16300	0.4058	-	-
0.7267	16310	0.4601	-	-
0.7272	16320	0.5654	-	-
0.7276	16330	0.6028	-	-
0.7281	16340	0.6415	-	-
0.7285	16350	0.3167	-	-
0.7290	16360	0.5339	-	-
0.7294	16370	0.7043	-	-
0.7299	16380	0.7496	-	-
0.7303	16390	0.4897	-	-
0.7308	16400	0.518	-	-
0.7312	16410	0.5364	-	-
0.7316	16420	0.5121	-	-
0.7321	16430	0.3781	-	-
0.7325	16440	0.4174	-	-
0.7330	16450	0.5763	-	-
0.7334	16460	0.5051	-	-
0.7339	16470	0.5612	-	-
0.7343	16480	0.4781	-	-
0.7348	16490	0.5336	-	-
0.7352	16500	0.9319	-	-
0.7357	16510	0.6356	-	-
0.7361	16520	0.8033	-	-
0.7365	16530	0.7314	-	-
0.7370	16540	0.732	-	-
0.7374	16550	0.5793	-	-
0.7379	16560	0.601	-	-
0.7383	16570	0.5375	-	-
0.7388	16580	0.6522	-	-
0.7392	16590	0.3866	-	-
0.7397	16600	0.7183	-	-
0.7401	16610	0.5708	-	-
0.7406	16620	0.6024	-	-
0.7410	16630	0.4987	-	-
0.7415	16640	0.5332	-	-
0.7419	16650	0.5072	-	-
0.7423	16660	0.4379	-	-
0.7428	16670	0.6513	-	-
0.7432	16680	0.499	-	-
0.7437	16690	0.4742	-	-
0.7441	16700	0.6756	-	-
0.7446	16710	0.3494	-	-
0.7450	16720	0.4907	-	-
0.7455	16730	0.5969	-	-
0.7459	16740	0.6896	-	-
0.7464	16750	0.5148	-	-
0.7468	16760	0.6306	-	-
0.7472	16770	0.5164	-	-
0.7477	16780	0.3607	-	-
0.7481	16790	0.4972	-	-
0.7486	16800	0.5279	-	-
0.7490	16810	0.5625	-	-
0.7495	16820	0.4866	-	-
0.7499	16830	0.3799	-	-
0.7504	16840	0.5623	-	-
0.7508	16850	0.586	-	-
0.7513	16860	0.59	-	-
0.7517	16870	0.433	-	-
0.7521	16880	0.7061	-	-
0.7526	16890	0.4659	-	-
0.7530	16900	0.4547	-	-
0.7535	16910	0.5156	-	-
0.7539	16920	0.4009	-	-
0.7544	16930	0.7071	-	-
0.7548	16940	0.4805	-	-
0.7553	16950	0.5267	-	-
0.7557	16960	0.4446	-	-
0.7562	16970	0.5919	-	-
0.7566	16980	0.5042	-	-
0.7570	16990	0.5339	-	-
0.7575	17000	0.5699	0.7496	0.7462
0.7579	17010	0.4346	-	-
0.7584	17020	0.4169	-	-
0.7588	17030	0.5988	-	-
0.7593	17040	0.4998	-	-
0.7597	17050	0.3809	-	-
0.7602	17060	0.4926	-	-
0.7606	17070	0.5523	-	-
0.7611	17080	0.515	-	-
0.7615	17090	0.5585	-	-
0.7619	17100	0.5219	-	-
0.7624	17110	0.5232	-	-
0.7628	17120	0.5359	-	-
0.7633	17130	0.8287	-	-
0.7637	17140	0.5073	-	-
0.7642	17150	0.4863	-	-
0.7646	17160	0.488	-	-
0.7651	17170	0.6904	-	-
0.7655	17180	0.6651	-	-
0.7660	17190	0.4431	-	-
0.7664	17200	0.4804	-	-
0.7668	17210	0.4422	-	-
0.7673	17220	0.3749	-	-
0.7677	17230	0.5685	-	-
0.7682	17240	0.5251	-	-
0.7686	17250	0.5245	-	-
0.7691	17260	0.6165	-	-
0.7695	17270	0.4759	-	-
0.7700	17280	0.5169	-	-
0.7704	17290	0.5229	-	-
0.7709	17300	0.553	-	-
0.7713	17310	0.583	-	-
0.7718	17320	0.5306	-	-
0.7722	17330	0.501	-	-
0.7726	17340	0.53	-	-
0.7731	17350	0.5134	-	-
0.7735	17360	0.4512	-	-
0.7740	17370	0.5617	-	-
0.7744	17380	0.6177	-	-
0.7749	17390	0.5851	-	-
0.7753	17400	0.4745	-	-
0.7758	17410	0.6976	-	-
0.7762	17420	0.6045	-	-
0.7767	17430	0.6545	-	-
0.7771	17440	0.6041	-	-
0.7775	17450	0.7006	-	-
0.7780	17460	0.5423	-	-
0.7784	17470	0.4721	-	-
0.7789	17480	0.5539	-	-
0.7793	17490	0.5625	-	-
0.7798	17500	0.5236	-	-
0.7802	17510	0.4468	-	-
0.7807	17520	0.5765	-	-
0.7811	17530	0.4628	-	-
0.7816	17540	0.52	-	-
0.7820	17550	0.5467	-	-
0.7824	17560	0.7181	-	-
0.7829	17570	0.7567	-	-
0.7833	17580	0.5075	-	-
0.7838	17590	0.6817	-	-
0.7842	17600	0.5921	-	-
0.7847	17610	0.4489	-	-
0.7851	17620	0.5586	-	-
0.7856	17630	0.5798	-	-
0.7860	17640	0.4728	-	-
0.7865	17650	0.6941	-	-
0.7869	17660	0.4723	-	-
0.7873	17670	0.7198	-	-
0.7878	17680	0.5867	-	-
0.7882	17690	0.6237	-	-
0.7887	17700	0.4013	-	-
0.7891	17710	0.5604	-	-
0.7896	17720	0.5035	-	-
0.7900	17730	0.4583	-	-
0.7905	17740	0.5218	-	-
0.7909	17750	0.5071	-	-
0.7914	17760	0.5294	-	-
0.7918	17770	0.5037	-	-
0.7922	17780	0.5653	-	-
0.7927	17790	0.4899	-	-
0.7931	17800	0.4789	-	-
0.7936	17810	0.6239	-	-
0.7940	17820	0.5465	-	-
0.7945	17830	0.6826	-	-
0.7949	17840	0.4555	-	-
0.7954	17850	0.6875	-	-
0.7958	17860	0.5573	-	-
0.7963	17870	0.5318	-	-
0.7967	17880	0.6274	-	-
0.7971	17890	0.4676	-	-
0.7976	17900	0.6048	-	-
0.7980	17910	0.6715	-	-
0.7985	17920	0.4734	-	-
0.7989	17930	0.5396	-	-
0.7994	17940	0.6173	-	-
0.7998	17950	0.532	-	-
0.8003	17960	0.4464	-	-
0.8007	17970	0.5829	-	-
0.8012	17980	0.5667	-	-
0.8016	17990	0.5483	-	-
0.8020	18000	0.5596	0.7445	0.7428
0.8025	18010	0.6118	-	-
0.8029	18020	0.7647	-	-
0.8034	18030	0.6971	-	-
0.8038	18040	0.4666	-	-
0.8043	18050	0.6014	-	-
0.8047	18060	0.3495	-	-
0.8052	18070	0.4019	-	-
0.8056	18080	0.5342	-	-
0.8061	18090	0.6704	-	-
0.8065	18100	0.5106	-	-
0.8070	18110	0.5711	-	-
0.8074	18120	0.8785	-	-
0.8078	18130	0.4627	-	-
0.8083	18140	0.4494	-	-
0.8087	18150	0.5384	-	-
0.8092	18160	0.4981	-	-
0.8096	18170	0.6548	-	-
0.8101	18180	0.655	-	-
0.8105	18190	0.6912	-	-
0.8110	18200	0.6283	-	-
0.8114	18210	0.5114	-	-
0.8119	18220	0.5676	-	-
0.8123	18230	0.6201	-	-
0.8127	18240	0.6172	-	-
0.8132	18250	0.5437	-	-
0.8136	18260	0.6001	-	-
0.8141	18270	0.4326	-	-
0.8145	18280	0.426	-	-
0.8150	18290	0.6058	-	-
0.8154	18300	0.653	-	-
0.8159	18310	0.6067	-	-
0.8163	18320	0.7044	-	-
0.8168	18330	0.7033	-	-
0.8172	18340	0.5087	-	-
0.8176	18350	0.489	-	-
0.8181	18360	0.4738	-	-
0.8185	18370	0.4565	-	-
0.8190	18380	0.5663	-	-
0.8194	18390	0.6001	-	-
0.8199	18400	0.5305	-	-
0.8203	18410	0.4548	-	-
0.8208	18420	0.5785	-	-
0.8212	18430	0.552	-	-
0.8217	18440	0.5188	-	-
0.8221	18450	0.495	-	-
0.8225	18460	0.6741	-	-
0.8230	18470	0.5517	-	-
0.8234	18480	0.6478	-	-
0.8239	18490	0.4201	-	-
0.8243	18500	0.4919	-	-
0.8248	18510	0.5587	-	-
0.8252	18520	0.5623	-	-
0.8257	18530	0.4667	-	-
0.8261	18540	0.4398	-	-
0.8266	18550	0.5895	-	-
0.8270	18560	0.6194	-	-
0.8274	18570	0.6028	-	-
0.8279	18580	0.4752	-	-
0.8283	18590	0.7169	-	-
0.8288	18600	0.5635	-	-
0.8292	18610	0.7321	-	-
0.8297	18620	0.5296	-	-
0.8301	18630	0.5936	-	-
0.8306	18640	0.7302	-	-
0.8310	18650	0.6347	-	-
0.8315	18660	0.6821	-	-
0.8319	18670	0.855	-	-
0.8323	18680	0.7063	-	-
0.8328	18690	0.5078	-	-
0.8332	18700	0.5074	-	-
0.8337	18710	0.5544	-	-
0.8341	18720	0.5404	-	-
0.8346	18730	0.5274	-	-
0.8350	18740	0.4489	-	-
0.8355	18750	0.7473	-	-
0.8359	18760	0.4095	-	-
0.8364	18770	0.569	-	-
0.8368	18780	0.5134	-	-
0.8373	18790	0.5759	-	-
0.8377	18800	0.4629	-	-
0.8381	18810	0.4681	-	-
0.8386	18820	0.539	-	-
0.8390	18830	0.5683	-	-
0.8395	18840	0.591	-	-
0.8399	18850	0.6679	-	-
0.8404	18860	0.5621	-	-
0.8408	18870	0.5241	-	-
0.8413	18880	0.6713	-	-
0.8417	18890	0.7419	-	-
0.8422	18900	0.6318	-	-
0.8426	18910	0.576	-	-
0.8430	18920	0.5084	-	-
0.8435	18930	0.6649	-	-
0.8439	18940	0.5693	-	-
0.8444	18950	0.5025	-	-
0.8448	18960	0.5022	-	-
0.8453	18970	0.6031	-	-
0.8457	18980	0.5538	-	-
0.8462	18990	0.777	-	-
0.8466	19000	0.5484	0.7518	0.7485
0.8471	19010	0.5938	-	-
0.8475	19020	0.5246	-	-
0.8479	19030	0.5065	-	-
0.8484	19040	0.5503	-	-
0.8488	19050	0.6705	-	-
0.8493	19060	0.4448	-	-
0.8497	19070	0.4159	-	-
0.8502	19080	0.6601	-	-
0.8506	19090	0.4371	-	-
0.8511	19100	0.667	-	-
0.8515	19110	0.5533	-	-
0.8520	19120	0.3911	-	-
0.8524	19130	0.5115	-	-
0.8528	19140	0.6162	-	-
0.8533	19150	0.4761	-	-
0.8537	19160	0.4617	-	-
0.8542	19170	0.5319	-	-
0.8546	19180	0.468	-	-
0.8551	19190	0.3852	-	-
0.8555	19200	0.5298	-	-
0.8560	19210	0.489	-	-
0.8564	19220	0.4981	-	-
0.8569	19230	0.6547	-	-
0.8573	19240	0.6794	-	-
0.8577	19250	0.5864	-	-
0.8582	19260	0.5155	-	-
0.8586	19270	0.5094	-	-
0.8591	19280	0.4728	-	-
0.8595	19290	0.7412	-	-
0.8600	19300	0.6433	-	-
0.8604	19310	0.4285	-	-
0.8609	19320	0.5404	-	-
0.8613	19330	0.5417	-	-
0.8618	19340	0.5231	-	-
0.8622	19350	0.5355	-	-
0.8626	19360	0.4745	-	-
0.8631	19370	0.4801	-	-
0.8635	19380	0.6499	-	-
0.8640	19390	0.541	-	-
0.8644	19400	0.4924	-	-
0.8649	19410	0.5882	-	-
0.8653	19420	0.5054	-	-
0.8658	19430	0.6824	-	-
0.8662	19440	0.6458	-	-
0.8667	19450	0.3951	-	-
0.8671	19460	0.5895	-	-
0.8676	19470	0.4867	-	-
0.8680	19480	0.648	-	-
0.8684	19490	0.6147	-	-
0.8689	19500	0.4959	-	-
0.8693	19510	0.6316	-	-
0.8698	19520	0.5663	-	-
0.8702	19530	0.4536	-	-
0.8707	19540	0.4991	-	-
0.8711	19550	0.4639	-	-
0.8716	19560	0.4277	-	-
0.8720	19570	0.491	-	-
0.8725	19580	0.6409	-	-
0.8729	19590	0.3835	-	-
0.8733	19600	0.4344	-	-
0.8738	19610	0.4784	-	-
0.8742	19620	0.3592	-	-
0.8747	19630	0.3788	-	-
0.8751	19640	0.4745	-	-
0.8756	19650	0.4118	-	-
0.8760	19660	0.4095	-	-
0.8765	19670	0.3367	-	-
0.8769	19680	0.3117	-	-
0.8774	19690	0.4516	-	-
0.8778	19700	0.382	-	-
0.8782	19710	0.3867	-	-
0.8787	19720	0.3931	-	-
0.8791	19730	0.3943	-	-
0.8796	19740	0.3793	-	-
0.8800	19750	0.3344	-	-
0.8805	19760	0.3461	-	-
0.8809	19770	0.4091	-	-
0.8814	19780	0.3563	-	-
0.8818	19790	0.3902	-	-
0.8823	19800	0.3799	-	-
0.8827	19810	0.3874	-	-
0.8831	19820	0.4043	-	-
0.8836	19830	0.3724	-	-
0.8840	19840	0.5467	-	-
0.8845	19850	0.3153	-	-
0.8849	19860	0.3634	-	-
0.8854	19870	0.362	-	-
0.8858	19880	0.3181	-	-
0.8863	19890	0.3277	-	-
0.8867	19900	0.316	-	-
0.8872	19910	0.3937	-	-
0.8876	19920	0.3783	-	-
0.8880	19930	0.3764	-	-
0.8885	19940	0.3251	-	-
0.8889	19950	0.3665	-	-
0.8894	19960	0.3575	-	-
0.8898	19970	0.3747	-	-
0.8903	19980	0.4101	-	-
0.8907	19990	0.3056	-	-
0.8912	20000	0.3189	0.8074	0.8051
0.8916	20010	0.364	-	-
0.8921	20020	0.3204	-	-
0.8925	20030	0.3389	-	-
0.8929	20040	0.3796	-	-
0.8934	20050	0.3081	-	-
0.8938	20060	0.3249	-	-
0.8943	20070	0.2533	-	-
0.8947	20080	0.3436	-	-
0.8952	20090	0.3153	-	-
0.8956	20100	0.2625	-	-
0.8961	20110	0.289	-	-
0.8965	20120	0.3002	-	-
0.8970	20130	0.3939	-	-
0.8974	20140	0.3463	-	-
0.8979	20150	0.3398	-	-
0.8983	20160	0.2984	-	-
0.8987	20170	0.35	-	-
0.8992	20180	0.3268	-	-
0.8996	20190	0.3519	-	-
0.9001	20200	0.2915	-	-
0.9005	20210	0.329	-	-
0.9010	20220	0.325	-	-
0.9014	20230	0.2781	-	-
0.9019	20240	0.3261	-	-
0.9023	20250	0.3581	-	-
0.9028	20260	0.2855	-	-
0.9032	20270	0.3022	-	-
0.9036	20280	0.3605	-	-
0.9041	20290	0.2707	-	-
0.9045	20300	0.2977	-	-
0.9050	20310	0.2953	-	-
0.9054	20320	0.3196	-	-
0.9059	20330	0.3133	-	-
0.9063	20340	0.3345	-	-
0.9068	20350	0.2985	-	-
0.9072	20360	0.2996	-	-
0.9077	20370	0.3231	-	-
0.9081	20380	0.394	-	-
0.9085	20390	0.3197	-	-
0.9090	20400	0.3176	-	-
0.9094	20410	0.3721	-	-
0.9099	20420	0.2788	-	-
0.9103	20430	0.3071	-	-
0.9108	20440	0.3371	-	-
0.9112	20450	0.3831	-	-
0.9117	20460	0.2793	-	-
0.9121	20470	0.3557	-	-
0.9126	20480	0.3969	-	-
0.9130	20490	0.3622	-	-
0.9134	20500	0.3075	-	-
0.9139	20510	0.3004	-	-
0.9143	20520	0.3867	-	-
0.9148	20530	0.2777	-	-
0.9152	20540	0.2898	-	-
0.9157	20550	0.2957	-	-
0.9161	20560	0.3882	-	-
0.9166	20570	0.3674	-	-
0.9170	20580	0.2711	-	-
0.9175	20590	0.3202	-	-
0.9179	20600	0.3264	-	-
0.9183	20610	0.3157	-	-
0.9188	20620	0.3867	-	-
0.9192	20630	0.336	-	-
0.9197	20640	0.3165	-	-
0.9201	20650	0.3072	-	-
0.9206	20660	0.2649	-	-
0.9210	20670	0.2596	-	-
0.9215	20680	0.3054	-	-
0.9219	20690	0.273	-	-
0.9224	20700	0.3068	-	-
0.9228	20710	0.3107	-	-
0.9232	20720	0.3528	-	-
0.9237	20730	0.2831	-	-
0.9241	20740	0.3256	-	-
0.9246	20750	0.3066	-	-
0.9250	20760	0.3476	-	-
0.9255	20770	0.2802	-	-
0.9259	20780	0.2738	-	-
0.9264	20790	0.2889	-	-
0.9268	20800	0.2947	-	-
0.9273	20810	0.2799	-	-
0.9277	20820	0.2901	-	-
0.9281	20830	0.2503	-	-
0.9286	20840	0.2754	-	-
0.9290	20850	0.3161	-	-
0.9295	20860	0.3315	-	-
0.9299	20870	0.2616	-	-
0.9304	20880	0.2516	-	-
0.9308	20890	0.2927	-	-
0.9313	20900	0.2911	-	-
0.9317	20910	0.3289	-	-
0.9322	20920	0.3017	-	-
0.9326	20930	0.3045	-	-
0.9331	20940	0.3157	-	-
0.9335	20950	0.3229	-	-
0.9339	20960	0.3409	-	-
0.9344	20970	0.3041	-	-
0.9348	20980	0.3426	-	-
0.9353	20990	0.3164	-	-
0.9357	21000	0.2992	0.8168	0.8147
0.9362	21010	0.2777	-	-
0.9366	21020	0.2699	-	-
0.9371	21030	0.2562	-	-
0.9375	21040	0.2585	-	-
0.9380	21050	0.2547	-	-
0.9384	21060	0.3015	-	-
0.9388	21070	0.3082	-	-
0.9393	21080	0.2681	-	-
0.9397	21090	0.2932	-	-
0.9402	21100	0.2606	-	-
0.9406	21110	0.2678	-	-
0.9411	21120	0.3117	-	-
0.9415	21130	0.2427	-	-
0.9420	21140	0.248	-	-
0.9424	21150	0.3272	-	-
0.9429	21160	0.2141	-	-
0.9433	21170	0.2738	-	-
0.9437	21180	0.3067	-	-
0.9442	21190	0.2853	-	-
0.9446	21200	0.3489	-	-
0.9451	21210	0.2531	-	-
0.9455	21220	0.2938	-	-
0.9460	21230	0.3071	-	-
0.9464	21240	0.2389	-	-
0.9469	21250	0.2933	-	-
0.9473	21260	0.3284	-	-
0.9478	21270	0.3114	-	-
0.9482	21280	0.345	-	-
0.9486	21290	0.2978	-	-
0.9491	21300	0.3659	-	-
0.9495	21310	0.2757	-	-
0.9500	21320	0.3196	-	-
0.9504	21330	0.3127	-	-
0.9509	21340	0.2685	-	-
0.9513	21350	0.28	-	-
0.9518	21360	0.2694	-	-
0.9522	21370	0.3018	-	-
0.9527	21380	0.2653	-	-
0.9531	21390	0.3224	-	-
0.9535	21400	0.3489	-	-
0.9540	21410	0.2543	-	-
0.9544	21420	0.3101	-	-
0.9549	21430	0.2739	-	-
0.9553	21440	0.2351	-	-
0.9558	21450	0.2731	-	-
0.9562	21460	0.3387	-	-
0.9567	21470	0.2755	-	-
0.9571	21480	0.289	-	-
0.9576	21490	0.2801	-	-
0.9580	21500	0.287	-	-
0.9584	21510	0.2881	-	-
0.9589	21520	0.2727	-	-
0.9593	21530	0.381	-	-
0.9598	21540	0.2914	-	-
0.9602	21550	0.3179	-	-
0.9607	21560	0.224	-	-
0.9611	21570	0.298	-	-
0.9616	21580	0.2746	-	-
0.9620	21590	0.2861	-	-
0.9625	21600	0.2784	-	-
0.9629	21610	0.231	-	-
0.9634	21620	0.2673	-	-
0.9638	21630	0.2942	-	-
0.9642	21640	0.2642	-	-
0.9647	21650	0.2466	-	-
0.9651	21660	0.3625	-	-
0.9656	21670	0.2826	-	-
0.9660	21680	0.2819	-	-
0.9665	21690	0.2565	-	-
0.9669	21700	0.2956	-	-
0.9674	21710	0.282	-	-
0.9678	21720	0.3186	-	-
0.9683	21730	0.3551	-	-
0.9687	21740	0.2796	-	-
0.9691	21750	0.2495	-	-
0.9696	21760	0.2702	-	-
0.9700	21770	0.3083	-	-
0.9705	21780	0.3068	-	-
0.9709	21790	0.2897	-	-
0.9714	21800	0.3076	-	-
0.9718	21810	0.2272	-	-
0.9723	21820	0.2595	-	-
0.9727	21830	0.3038	-	-
0.9732	21840	0.3221	-	-
0.9736	21850	0.2846	-	-
0.9740	21860	0.2758	-	-
0.9745	21870	0.2809	-	-
0.9749	21880	0.2708	-	-
0.9754	21890	0.2734	-	-
0.9758	21900	0.2679	-	-
0.9763	21910	0.3258	-	-
0.9767	21920	0.3076	-	-
0.9772	21930	0.271	-	-
0.9776	21940	0.2906	-	-
0.9781	21950	0.2569	-	-
0.9785	21960	0.2401	-	-
0.9789	21970	0.2718	-	-
0.9794	21980	0.2482	-	-
0.9798	21990	0.3262	-	-
0.9803	22000	0.2691	0.8176	0.8155
0.9807	22010	0.246	-	-
0.9812	22020	0.3238	-	-
0.9816	22030	0.3136	-	-
0.9821	22040	0.237	-	-
0.9825	22050	0.3185	-	-
0.9830	22060	0.298	-	-
0.9834	22070	0.2432	-	-
0.9838	22080	0.2955	-	-
0.9843	22090	0.2638	-	-
0.9847	22100	0.2561	-	-
0.9852	22110	0.3268	-	-
0.9856	22120	0.3175	-	-
0.9861	22130	0.2487	-	-
0.9865	22140	0.2955	-	-
0.9870	22150	0.3133	-	-
0.9874	22160	0.3185	-	-
0.9879	22170	0.2549	-	-
0.9883	22180	0.3217	-	-
0.9887	22190	0.3037	-	-
0.9892	22200	0.2898	-	-
0.9896	22210	0.2528	-	-
0.9901	22220	0.2939	-	-
0.9905	22230	0.2631	-	-
0.9910	22240	0.2296	-	-
0.9914	22250	0.2443	-	-
0.9919	22260	0.3203	-	-
0.9923	22270	0.2499	-	-
0.9928	22280	0.3121	-	-
0.9932	22290	0.276	-	-
0.9937	22300	0.2773	-	-
0.9941	22310	0.244	-	-
0.9945	22320	0.2765	-	-
0.9950	22330	0.2612	-	-
0.9954	22340	0.3068	-	-
0.9959	22350	0.2527	-	-
0.9963	22360	0.2944	-	-
0.9968	22370	0.2735	-	-
0.9972	22380	0.2313	-	-
0.9977	22390	0.2838	-	-
0.9981	22400	0.3334	-	-
0.9986	22410	0.2485	-	-
0.9990	22420	0.2715	-	-
0.9994	22430	0.2588	-	-
0.9999	22440	0.2375	-	-

Framework Versions

• Python: 3.10.12
• Sentence Transformers: 3.3.0
• Transformers: 4.46.2
• PyTorch: 2.1.0+cu118
• Accelerate: 1.1.1
• Datasets: 3.1.0
• Tokenizers: 0.20.3

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}
}