diff --git "a/checkpoint-339505/README.md" "b/checkpoint-339505/README.md"
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+++ "b/checkpoint-339505/README.md"
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+---
+tags:
+- sentence-transformers
+- sentence-similarity
+- feature-extraction
+- generated_from_trainer
+- dataset_size:17382626
+- loss:SoftmaxLoss
+base_model: google/bert_uncased_L-2_H-128_A-2
+widget:
+- source_sentence: are at&t phones compatible with boost mobile?
+ sentences:
+ - Segundo ganho de peso Trimester ganho cerca de 1 libra por semana para um total
+ de 12 a 14 libras.
+ - Big Breakfast 2 Bacon Hotcakes Scrambled Egg and Biscuit 1290 Cal. 1290 Cal.
+ - '"[''Put 1/2 xícara de shampoo e 1/4 de xícara de amido de milho em uma tigela.'',
+ ''Mix bem'', ''Adicionar 3 gotas de coloração de alimentos (opcional)'', ''Adicionar
+ 1 colher de sopa de água e mexer. Lentamente adicione mais 5 colheres de sopa
+ de água, mexendo bem depois de cada um"., ''Knead the slime por cerca de 5 minutos'']"'
+- source_sentence: what does xk mean in spanish texting?
+ sentences:
+ - Arcos compostos normalmente têm pesos de empate menos de uma metade de uma besta.
+ Um arco composto de 70 é mais rápido e tem mais energia de 150. ... Os bestas
+ têm um peso de empate muito maior (150 é a média) para gerar a velocidade e a
+ energia devido ao curso de potência muito mais curto (14" é a média) de uma besta.
+ - '"Custo. O custo médio anual total para reparos e manutenção em um Kia Optima
+ é de US $ 471, em comparação com uma média de US $ 526 para carros de tamanho
+ médio e US $ 652 para todos os modelos de veículos".'
+ - 309 16 - Pegou Somewhere in Time '' Nicole Rubio Jalysa Conway 22 de março de
+ 2018 (2018 - 03 - 22 ) 7.61 Paciente de Bailey acaba por ser um de seus heróis
+ de infância , uma astronauta que está no processo de construir uma máquina do
+ tempo ".
+- source_sentence: how long should an air conditioner last in florida?
+ sentences:
+ - Aciman's words are chosen with almost chemical precision to create a vivid and
+ exact portrait of how young love consumes. The story soars, in large part, because
+ of Elio's hyper honest narration, which gives the reader an intimate and unparalleled
+ account of one person's journey through love.
+ - '"Não dissuade os criminosos Não há nenhuma evidência credível de que a pena de
+ morte deserroja o crime de forma mais eficaz do que um termo de prisão. Na verdade,
+ a evidência revela o contrário. Desde a abolição da pena de morte em 1976, a taxa
+ de assassinato do Canadá diminuiu constantemente e a partir de 2016 estava em
+ seu menor desde 1966".'
+ - Many professionals say that, roughly, an AC system should last about 15-20 years.
+ AC units last less time than furnaces – 15 years as opposed to 20 years – because
+ they are typically outdoors and subject to weather extremes.
+- source_sentence: does blaze pizza have vegan options?
+ sentences:
+ - '"[''Divers/helicópteros pilotos. $75.000 - 150,000. ... '', ''Engenheiros marinhos.
+ $70,000 - $155.000. ... '', ''Tanker capitão. $75.000 - $170,000. ... '', ''Trabalho
+ ou equipe de conclusão. $56,000 - $181,000. ... '', $65.000 - $183,000. ... '',
+ ''Reservoir engenheiros / engenheiros de perfuração. ... '', ''Subsea/engenharia
+ de processo químico. ... '', ''Produção/fornecedor de manutenção''.]"'
+ - The carpet on stairs must run in the same direction on every stair, and the direction
+ of the pile must go with the flow of traffic -- from top to bottom, not from side
+ to side. This means that, in order to work with the size of a roll of carpet,
+ not all of the stairs are installed in one piece.
+ - '"["Wi-Fi. No dispositivo que você deseja se conectar, vá para Configurações >
+ Celular > Hotspot pessoal ou Configurações > Hotspot pessoal e certifique-se de
+ que está ligado. ... ", ''Bluetooth. Para se certificar de que o iPhone ou iPad
+ está descobrindo, vá para Configurações > Bluetooth e fique nessa tela. ... '',
+ ''USB'']"'
+- source_sentence: who is nutnfancy from youtube?
+ sentences:
+ - The brachiocephalic artery (or brachiocephalic trunk or innominate artery) is
+ an artery of the mediastinum that supplies blood to the right arm and the head
+ and neck.t is the first branch of the aortic arch, and soon after it emerges,
+ the brachiocephalic artery divides into the right common carotid artery and the
+ right subclavian artery. There is no brachiocephalic artery for the left side
+ of the body.
+ - '"Dreaming de se tornar sem dentes é comumente conectado com o medo de envelhecer,
+ porque quando você envelhece você é provável que perca os dentes. Nós às vezes
+ sonhamos com um sentimento que é suprimido profundamente dentro de nós. ... Sonhando
+ de se tornar sem dentes também está associado ao medo de se tornar pouco atraente".'
+ - 'Nutnfancy Identity: Is Nutnfancy''s Real Name Richard Hewitt? Nutnfancy is a
+ popular YouTube celebrity who reviews knives and guns. Unlike other reviewers,
+ he does more than simply unboxes his review items: he actually uses it.'
+datasets:
+- cnmoro/PremiseHypothesisLabel_ENPT
+pipeline_tag: sentence-similarity
+library_name: sentence-transformers
+---
+
+# SentenceTransformer based on google/bert_uncased_L-2_H-128_A-2
+
+This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [google/bert_uncased_L-2_H-128_A-2](https://huggingface.co/google/bert_uncased_L-2_H-128_A-2) on the [premise_hypothesis_label_enpt](https://huggingface.co/datasets/cnmoro/PremiseHypothesisLabel_ENPT) dataset. It maps sentences & paragraphs to a 128-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:** [google/bert_uncased_L-2_H-128_A-2](https://huggingface.co/google/bert_uncased_L-2_H-128_A-2)
+- **Maximum Sequence Length:** 512 tokens
+- **Output Dimensionality:** 128 dimensions
+- **Similarity Function:** Cosine Similarity
+- **Training Dataset:**
+ - [premise_hypothesis_label_enpt](https://huggingface.co/datasets/cnmoro/PremiseHypothesisLabel_ENPT)
+
+
+
+### Model Sources
+
+- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
+- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
+- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)
+
+### Full Model Architecture
+
+```
+SentenceTransformer(
+ (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: BertModel
+ (1): Pooling({'word_embedding_dimension': 128, '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:
+
+```bash
+pip install -U sentence-transformers
+```
+
+Then you can load this model and run inference.
+```python
+from sentence_transformers import SentenceTransformer
+
+# Download from the 🤗 Hub
+model = SentenceTransformer("sentence_transformers_model_id")
+# Run inference
+sentences = [
+ 'who is nutnfancy from youtube?',
+ "Nutnfancy Identity: Is Nutnfancy's Real Name Richard Hewitt? Nutnfancy is a popular YouTube celebrity who reviews knives and guns. Unlike other reviewers, he does more than simply unboxes his review items: he actually uses it.",
+ 'The brachiocephalic artery (or brachiocephalic trunk or innominate artery) is an artery of the mediastinum that supplies blood to the right arm and the head and neck.t is the first branch of the aortic arch, and soon after it emerges, the brachiocephalic artery divides into the right common carotid artery and the right subclavian artery. There is no brachiocephalic artery for the left side of the body.',
+]
+embeddings = model.encode(sentences)
+print(embeddings.shape)
+# [3, 128]
+
+# Get the similarity scores for the embeddings
+similarities = model.similarity(embeddings, embeddings)
+print(similarities.shape)
+# [3, 3]
+```
+
+
+
+
+
+
+
+
+
+
+
+## Training Details
+
+### Training Dataset
+
+#### premise_hypothesis_label_enpt
+
+* Dataset: [premise_hypothesis_label_enpt](https://huggingface.co/datasets/cnmoro/PremiseHypothesisLabel_ENPT) at [77bd4b3](https://huggingface.co/datasets/cnmoro/PremiseHypothesisLabel_ENPT/tree/77bd4b3a7d488415229303d0376dbc54776d3202)
+* Size: 17,382,626 training samples
+* Columns: premise, hypothesis, and label
+* Approximate statistics based on the first 1000 samples:
+ | | premise | hypothesis | label |
+ |:--------|:-----------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------|:------------------------------------------------|
+ | type | string | string | int |
+ | details | - min: 4 tokens
- mean: 14.96 tokens
- max: 117 tokens
| - min: 2 tokens
- mean: 72.25 tokens
- max: 201 tokens
| |
+* Samples:
+ | premise | hypothesis | label |
+ |:------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------|
+ | está em um verbo linking? | "Um verbo vinculante conecta o assunto com uma palavra que fornece informações sobre o assunto, como uma condição ou relação. ... Os verbos de ligação mais comuns são formas do verbo para ser: sou, é, é, era, sendo, sendo, sendo". | 1 |
+ | são motorhomes classe c difícil de dirigir? | Quantitative blood test – measures the exact amount of hCG in the blood and can give you an estimate of how far along the pregnancy has progressed. Qualitative blood test – only checks for the presence of hCG. Since this test doesn't measure the exact levels of hCG, it can't offer an estimate of gestation. | 0 |
+ | que tipo de avaliação requer a coleta de informações de base antes do início do programa | Um destes processos ativos é a síntese de proteínas , uma função universal em que as moléculas de RNA dirigem a montagem de proteínas em ribossomos". | 0 |
+* Loss: [SoftmaxLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)
+
+### Evaluation Dataset
+
+#### premise_hypothesis_label_enpt
+
+* Dataset: [premise_hypothesis_label_enpt](https://huggingface.co/datasets/cnmoro/PremiseHypothesisLabel_ENPT) at [77bd4b3](https://huggingface.co/datasets/cnmoro/PremiseHypothesisLabel_ENPT/tree/77bd4b3a7d488415229303d0376dbc54776d3202)
+* Size: 354,748 evaluation samples
+* Columns: premise, hypothesis, and label
+* Approximate statistics based on the first 1000 samples:
+ | | premise | hypothesis | label |
+ |:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:------------------------------------------------|
+ | type | string | string | int |
+ | details | - min: 2 tokens
- mean: 14.67 tokens
- max: 107 tokens
| - min: 2 tokens
- mean: 73.3 tokens
- max: 267 tokens
| |
+* Samples:
+ | premise | hypothesis | label |
+ |:------------------------------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------|
+ | can xfinity remote control tv? | De acordo com a proposta de que a síndrome de Asperger seja subsumida sob autismo no próximo Manual Diagnóstico e Estatístico de Transtornos Mentais, quinta edição, em 2013". | 0 |
+ | são permitidos cães em petco? | "Posso trazer meu animal de estimação para Petco? Sim. Quaisquer animais de companhia domesticados, licenciados e vacinados são bem-vindos para acompanhá-lo à sua visita a Petco. Todos os animais de estimação são obrigados a ser adequadamente contidos (leash, transportador, habitat de viagem) ". | 1 |
+ | how many calories do i burn if i lie in bed all day? | Hypnogogic jerks are also known as sleep starts or hypnic jerks. They're strong, sudden, and brief contractions of the body that occur just as you're falling asleep. If you've ever been drifting off to sleep but suddenly wake with a jolt and a jerk of the body, you've experienced a hypnogogic jerk. | 0 |
+* Loss: [SoftmaxLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)
+
+### Training Hyperparameters
+#### Non-Default Hyperparameters
+
+- `eval_strategy`: epoch
+- `per_device_train_batch_size`: 256
+- `per_device_eval_batch_size`: 512
+- `learning_rate`: 2e-05
+- `num_train_epochs`: 5
+- `warmup_ratio`: 0.1
+- `fp16`: True
+- `load_best_model_at_end`: True
+- `ddp_find_unused_parameters`: False
+
+#### All Hyperparameters
+Click to expand
+
+- `overwrite_output_dir`: False
+- `do_predict`: False
+- `eval_strategy`: epoch
+- `prediction_loss_only`: True
+- `per_device_train_batch_size`: 256
+- `per_device_eval_batch_size`: 512
+- `per_gpu_train_batch_size`: None
+- `per_gpu_eval_batch_size`: None
+- `gradient_accumulation_steps`: 1
+- `eval_accumulation_steps`: None
+- `torch_empty_cache_steps`: None
+- `learning_rate`: 2e-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`: 5
+- `max_steps`: -1
+- `lr_scheduler_type`: linear
+- `lr_scheduler_kwargs`: {}
+- `warmup_ratio`: 0.1
+- `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`: False
+- `fp16`: True
+- `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`: True
+- `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`: False
+- `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`: None
+- `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`: batch_sampler
+- `multi_dataset_batch_sampler`: proportional
+
+Click to expand
+
+| Epoch | Step | Training Loss | Validation Loss |
+|:------:|:------:|:-------------:|:---------------:|
+| 0.0004 | 25 | 0.7265 | - |
+| 0.0007 | 50 | 0.7232 | - |
+| 0.0011 | 75 | 0.7232 | - |
+| 0.0015 | 100 | 0.7206 | - |
+| 0.0018 | 125 | 0.7212 | - |
+| 0.0022 | 150 | 0.7245 | - |
+| 0.0026 | 175 | 0.7222 | - |
+| 0.0029 | 200 | 0.7207 | - |
+| 0.0033 | 225 | 0.7234 | - |
+| 0.0037 | 250 | 0.717 | - |
+| 0.0041 | 275 | 0.7217 | - |
+| 0.0044 | 300 | 0.7196 | - |
+| 0.0048 | 325 | 0.72 | - |
+| 0.0052 | 350 | 0.7167 | - |
+| 0.0055 | 375 | 0.7169 | - |
+| 0.0059 | 400 | 0.7167 | - |
+| 0.0063 | 425 | 0.7171 | - |
+| 0.0066 | 450 | 0.7148 | - |
+| 0.0070 | 475 | 0.7142 | - |
+| 0.0074 | 500 | 0.7168 | - |
+| 0.0077 | 525 | 0.7133 | - |
+| 0.0081 | 550 | 0.7119 | - |
+| 0.0085 | 575 | 0.7134 | - |
+| 0.0088 | 600 | 0.711 | - |
+| 0.0092 | 625 | 0.7122 | - |
+| 0.0096 | 650 | 0.7116 | - |
+| 0.0099 | 675 | 0.7116 | - |
+| 0.0103 | 700 | 0.7066 | - |
+| 0.0107 | 725 | 0.7095 | - |
+| 0.0110 | 750 | 0.7047 | - |
+| 0.0114 | 775 | 0.7103 | - |
+| 0.0118 | 800 | 0.7076 | - |
+| 0.0122 | 825 | 0.7065 | - |
+| 0.0125 | 850 | 0.7073 | - |
+| 0.0129 | 875 | 0.7045 | - |
+| 0.0133 | 900 | 0.7022 | - |
+| 0.0136 | 925 | 0.7036 | - |
+| 0.0140 | 950 | 0.6987 | - |
+| 0.0144 | 975 | 0.701 | - |
+| 0.0147 | 1000 | 0.7 | - |
+| 0.0151 | 1025 | 0.6989 | - |
+| 0.0155 | 1050 | 0.6975 | - |
+| 0.0158 | 1075 | 0.6999 | - |
+| 0.0162 | 1100 | 0.6978 | - |
+| 0.0166 | 1125 | 0.696 | - |
+| 0.0169 | 1150 | 0.6939 | - |
+| 0.0173 | 1175 | 0.6914 | - |
+| 0.0177 | 1200 | 0.688 | - |
+| 0.0180 | 1225 | 0.6899 | - |
+| 0.0184 | 1250 | 0.6894 | - |
+| 0.0188 | 1275 | 0.6863 | - |
+| 0.0191 | 1300 | 0.6868 | - |
+| 0.0195 | 1325 | 0.6886 | - |
+| 0.0199 | 1350 | 0.684 | - |
+| 0.0203 | 1375 | 0.6852 | - |
+| 0.0206 | 1400 | 0.6824 | - |
+| 0.0210 | 1425 | 0.6823 | - |
+| 0.0214 | 1450 | 0.6806 | - |
+| 0.0217 | 1475 | 0.6791 | - |
+| 0.0221 | 1500 | 0.675 | - |
+| 0.0225 | 1525 | 0.6787 | - |
+| 0.0228 | 1550 | 0.677 | - |
+| 0.0232 | 1575 | 0.6717 | - |
+| 0.0236 | 1600 | 0.6697 | - |
+| 0.0239 | 1625 | 0.6708 | - |
+| 0.0243 | 1650 | 0.6684 | - |
+| 0.0247 | 1675 | 0.6721 | - |
+| 0.0250 | 1700 | 0.6653 | - |
+| 0.0254 | 1725 | 0.6677 | - |
+| 0.0258 | 1750 | 0.6611 | - |
+| 0.0261 | 1775 | 0.6593 | - |
+| 0.0265 | 1800 | 0.6609 | - |
+| 0.0269 | 1825 | 0.6549 | - |
+| 0.0272 | 1850 | 0.6584 | - |
+| 0.0276 | 1875 | 0.6496 | - |
+| 0.0280 | 1900 | 0.654 | - |
+| 0.0284 | 1925 | 0.6527 | - |
+| 0.0287 | 1950 | 0.6462 | - |
+| 0.0291 | 1975 | 0.6511 | - |
+| 0.0295 | 2000 | 0.6443 | - |
+| 0.0298 | 2025 | 0.644 | - |
+| 0.0302 | 2050 | 0.6385 | - |
+| 0.0306 | 2075 | 0.6379 | - |
+| 0.0309 | 2100 | 0.6319 | - |
+| 0.0313 | 2125 | 0.631 | - |
+| 0.0317 | 2150 | 0.6291 | - |
+| 0.0320 | 2175 | 0.6269 | - |
+| 0.0324 | 2200 | 0.6242 | - |
+| 0.0328 | 2225 | 0.6245 | - |
+| 0.0331 | 2250 | 0.6223 | - |
+| 0.0335 | 2275 | 0.6179 | - |
+| 0.0339 | 2300 | 0.6145 | - |
+| 0.0342 | 2325 | 0.6069 | - |
+| 0.0346 | 2350 | 0.6062 | - |
+| 0.0350 | 2375 | 0.6062 | - |
+| 0.0353 | 2400 | 0.6066 | - |
+| 0.0357 | 2425 | 0.6045 | - |
+| 0.0361 | 2450 | 0.6007 | - |
+| 0.0365 | 2475 | 0.5916 | - |
+| 0.0368 | 2500 | 0.594 | - |
+| 0.0372 | 2525 | 0.5903 | - |
+| 0.0376 | 2550 | 0.584 | - |
+| 0.0379 | 2575 | 0.5881 | - |
+| 0.0383 | 2600 | 0.5826 | - |
+| 0.0387 | 2625 | 0.5789 | - |
+| 0.0390 | 2650 | 0.5786 | - |
+| 0.0394 | 2675 | 0.5755 | - |
+| 0.0398 | 2700 | 0.5749 | - |
+| 0.0401 | 2725 | 0.5666 | - |
+| 0.0405 | 2750 | 0.558 | - |
+| 0.0409 | 2775 | 0.5617 | - |
+| 0.0412 | 2800 | 0.5595 | - |
+| 0.0416 | 2825 | 0.5586 | - |
+| 0.0420 | 2850 | 0.5531 | - |
+| 0.0423 | 2875 | 0.5549 | - |
+| 0.0427 | 2900 | 0.5486 | - |
+| 0.0431 | 2925 | 0.5528 | - |
+| 0.0434 | 2950 | 0.5507 | - |
+| 0.0438 | 2975 | 0.5407 | - |
+| 0.0442 | 3000 | 0.5418 | - |
+| 0.0446 | 3025 | 0.5357 | - |
+| 0.0449 | 3050 | 0.5359 | - |
+| 0.0453 | 3075 | 0.529 | - |
+| 0.0457 | 3100 | 0.5292 | - |
+| 0.0460 | 3125 | 0.5356 | - |
+| 0.0464 | 3150 | 0.531 | - |
+| 0.0468 | 3175 | 0.533 | - |
+| 0.0471 | 3200 | 0.5311 | - |
+| 0.0475 | 3225 | 0.5273 | - |
+| 0.0479 | 3250 | 0.5226 | - |
+| 0.0482 | 3275 | 0.5259 | - |
+| 0.0486 | 3300 | 0.5243 | - |
+| 0.0490 | 3325 | 0.5235 | - |
+| 0.0493 | 3350 | 0.5224 | - |
+| 0.0497 | 3375 | 0.5248 | - |
+| 0.0501 | 3400 | 0.5166 | - |
+| 0.0504 | 3425 | 0.515 | - |
+| 0.0508 | 3450 | 0.5145 | - |
+| 0.0512 | 3475 | 0.5093 | - |
+| 0.0515 | 3500 | 0.5123 | - |
+| 0.0519 | 3525 | 0.5169 | - |
+| 0.0523 | 3550 | 0.509 | - |
+| 0.0527 | 3575 | 0.5133 | - |
+| 0.0530 | 3600 | 0.5038 | - |
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+| 0.1808 | 12275 | 0.307 | - |
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+| 0.1926 | 13075 | 0.2866 | - |
+| 0.1929 | 13100 | 0.2791 | - |
+| 0.1933 | 13125 | 0.2752 | - |
+| 0.1937 | 13150 | 0.2722 | - |
+| 0.1940 | 13175 | 0.2767 | - |
+| 0.1944 | 13200 | 0.2783 | - |
+| 0.1948 | 13225 | 0.2791 | - |
+| 0.1951 | 13250 | 0.2749 | - |
+| 0.1955 | 13275 | 0.2766 | - |
+| 0.1959 | 13300 | 0.2867 | - |
+| 0.1962 | 13325 | 0.275 | - |
+| 0.1966 | 13350 | 0.2791 | - |
+| 0.1970 | 13375 | 0.2852 | - |
+| 0.1973 | 13400 | 0.2761 | - |
+| 0.1977 | 13425 | 0.2813 | - |
+| 0.1981 | 13450 | 0.2779 | - |
+| 0.1985 | 13475 | 0.2778 | - |
+| 0.1988 | 13500 | 0.2751 | - |
+| 0.1992 | 13525 | 0.2758 | - |
+| 0.1996 | 13550 | 0.2754 | - |
+| 0.1999 | 13575 | 0.2741 | - |
+| 0.2003 | 13600 | 0.269 | - |
+| 0.2007 | 13625 | 0.2748 | - |
+| 0.2010 | 13650 | 0.2695 | - |
+| 0.2014 | 13675 | 0.2717 | - |
+| 0.2018 | 13700 | 0.2689 | - |
+| 0.2021 | 13725 | 0.2745 | - |
+| 0.2025 | 13750 | 0.2739 | - |
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+| 0.2047 | 13900 | 0.2614 | - |
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+| 0.2062 | 14000 | 0.2638 | - |
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+| 0.2077 | 14100 | 0.2686 | - |
+| 0.2080 | 14125 | 0.255 | - |
+| 0.2084 | 14150 | 0.2613 | - |
+| 0.2088 | 14175 | 0.2656 | - |
+| 0.2091 | 14200 | 0.26 | - |
+| 0.2095 | 14225 | 0.2601 | - |
+| 0.2099 | 14250 | 0.2667 | - |
+| 0.2102 | 14275 | 0.26 | - |
+| 0.2106 | 14300 | 0.258 | - |
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+| 0.2113 | 14350 | 0.2546 | - |
+| 0.2117 | 14375 | 0.2614 | - |
+| 0.2121 | 14400 | 0.2565 | - |
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+| 0.2128 | 14450 | 0.2591 | - |
+| 0.2132 | 14475 | 0.2517 | - |
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+| 0.2139 | 14525 | 0.2568 | - |
+| 0.2143 | 14550 | 0.2583 | - |
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+| 0.2150 | 14600 | 0.2521 | - |
+| 0.2154 | 14625 | 0.2551 | - |
+| 0.2158 | 14650 | 0.2583 | - |
+| 0.2161 | 14675 | 0.257 | - |
+| 0.2165 | 14700 | 0.2501 | - |
+| 0.2169 | 14725 | 0.2559 | - |
+| 0.2172 | 14750 | 0.2505 | - |
+| 0.2176 | 14775 | 0.2491 | - |
+| 0.2180 | 14800 | 0.253 | - |
+| 0.2183 | 14825 | 0.2458 | - |
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+| 0.2194 | 14900 | 0.2491 | - |
+| 0.2198 | 14925 | 0.2509 | - |
+| 0.2202 | 14950 | 0.257 | - |
+| 0.2205 | 14975 | 0.2537 | - |
+| 0.2209 | 15000 | 0.2541 | - |
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+| 1.1948 | 81125 | 0.0816 | - |
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+| 1.1955 | 81175 | 0.0772 | - |
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+| 1.1981 | 81350 | 0.0846 | - |
+| 1.1984 | 81375 | 0.0787 | - |
+| 1.1988 | 81400 | 0.078 | - |
+| 1.1992 | 81425 | 0.0763 | - |
+| 1.1995 | 81450 | 0.0801 | - |
+| 1.1999 | 81475 | 0.0784 | - |
+| 1.2003 | 81500 | 0.0748 | - |
+| 1.2006 | 81525 | 0.0679 | - |
+| 1.2010 | 81550 | 0.0748 | - |
+| 1.2014 | 81575 | 0.0749 | - |
+| 1.2017 | 81600 | 0.0778 | - |
+| 1.2021 | 81625 | 0.075 | - |
+| 1.2025 | 81650 | 0.0791 | - |
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+| 1.2032 | 81700 | 0.0846 | - |
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+| 1.2040 | 81750 | 0.074 | - |
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+| 1.2058 | 81875 | 0.0853 | - |
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+| 1.2091 | 82100 | 0.0739 | - |
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+| 1.2102 | 82175 | 0.0687 | - |
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+| 1.2124 | 82325 | 0.0798 | - |
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+| 1.2132 | 82375 | 0.0791 | - |
+| 1.2135 | 82400 | 0.0777 | - |
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+| 1.2150 | 82500 | 0.0741 | - |
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+| 1.3667 | 92800 | 0.0708 | - |
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+| 2.1819 | 148150 | 0.0643 | - |
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+| 2.1940 | 148975 | 0.0694 | - |
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+| 3.0000 | 203700 | 0.0535 | - |
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+| 4.9583 | 336675 | 0.0487 | - |
+| 4.9587 | 336700 | 0.0504 | - |
+| 4.9591 | 336725 | 0.051 | - |
+| 4.9594 | 336750 | 0.0532 | - |
+| 4.9598 | 336775 | 0.0505 | - |
+| 4.9602 | 336800 | 0.0543 | - |
+| 4.9605 | 336825 | 0.0512 | - |
+| 4.9609 | 336850 | 0.0458 | - |
+| 4.9613 | 336875 | 0.0572 | - |
+| 4.9616 | 336900 | 0.0515 | - |
+| 4.9620 | 336925 | 0.0546 | - |
+| 4.9624 | 336950 | 0.049 | - |
+| 4.9627 | 336975 | 0.0526 | - |
+| 4.9631 | 337000 | 0.0489 | - |
+| 4.9635 | 337025 | 0.0518 | - |
+| 4.9638 | 337050 | 0.0551 | - |
+| 4.9642 | 337075 | 0.0516 | - |
+| 4.9646 | 337100 | 0.0438 | - |
+| 4.9649 | 337125 | 0.0505 | - |
+| 4.9653 | 337150 | 0.0492 | - |
+| 4.9657 | 337175 | 0.0478 | - |
+| 4.9661 | 337200 | 0.0528 | - |
+| 4.9664 | 337225 | 0.0586 | - |
+| 4.9668 | 337250 | 0.055 | - |
+| 4.9672 | 337275 | 0.056 | - |
+| 4.9675 | 337300 | 0.0531 | - |
+| 4.9679 | 337325 | 0.0491 | - |
+| 4.9683 | 337350 | 0.0535 | - |
+| 4.9686 | 337375 | 0.0497 | - |
+| 4.9690 | 337400 | 0.0461 | - |
+| 4.9694 | 337425 | 0.0552 | - |
+| 4.9697 | 337450 | 0.0505 | - |
+| 4.9701 | 337475 | 0.0558 | - |
+| 4.9705 | 337500 | 0.0497 | - |
+| 4.9708 | 337525 | 0.0534 | - |
+| 4.9712 | 337550 | 0.0473 | - |
+| 4.9716 | 337575 | 0.0521 | - |
+| 4.9719 | 337600 | 0.0593 | - |
+| 4.9723 | 337625 | 0.0471 | - |
+| 4.9727 | 337650 | 0.0565 | - |
+| 4.9730 | 337675 | 0.0497 | - |
+| 4.9734 | 337700 | 0.0521 | - |
+| 4.9738 | 337725 | 0.0529 | - |
+| 4.9742 | 337750 | 0.0563 | - |
+| 4.9745 | 337775 | 0.0512 | - |
+| 4.9749 | 337800 | 0.0584 | - |
+| 4.9753 | 337825 | 0.0567 | - |
+| 4.9756 | 337850 | 0.056 | - |
+| 4.9760 | 337875 | 0.0507 | - |
+| 4.9764 | 337900 | 0.0496 | - |
+| 4.9767 | 337925 | 0.0531 | - |
+| 4.9771 | 337950 | 0.0497 | - |
+| 4.9775 | 337975 | 0.0539 | - |
+| 4.9778 | 338000 | 0.0529 | - |
+| 4.9782 | 338025 | 0.0516 | - |
+| 4.9786 | 338050 | 0.0525 | - |
+| 4.9789 | 338075 | 0.0551 | - |
+| 4.9793 | 338100 | 0.0555 | - |
+| 4.9797 | 338125 | 0.0421 | - |
+| 4.9800 | 338150 | 0.0555 | - |
+| 4.9804 | 338175 | 0.0512 | - |
+| 4.9808 | 338200 | 0.0467 | - |
+| 4.9811 | 338225 | 0.0543 | - |
+| 4.9815 | 338250 | 0.0444 | - |
+| 4.9819 | 338275 | 0.0521 | - |
+| 4.9823 | 338300 | 0.0495 | - |
+| 4.9826 | 338325 | 0.0485 | - |
+| 4.9830 | 338350 | 0.0544 | - |
+| 4.9834 | 338375 | 0.0528 | - |
+| 4.9837 | 338400 | 0.0453 | - |
+| 4.9841 | 338425 | 0.0487 | - |
+| 4.9845 | 338450 | 0.0512 | - |
+| 4.9848 | 338475 | 0.0495 | - |
+| 4.9852 | 338500 | 0.0563 | - |
+| 4.9856 | 338525 | 0.0522 | - |
+| 4.9859 | 338550 | 0.0562 | - |
+| 4.9863 | 338575 | 0.0546 | - |
+| 4.9867 | 338600 | 0.0555 | - |
+| 4.9870 | 338625 | 0.0549 | - |
+| 4.9874 | 338650 | 0.0497 | - |
+| 4.9878 | 338675 | 0.0608 | - |
+| 4.9881 | 338700 | 0.054 | - |
+| 4.9885 | 338725 | 0.0517 | - |
+| 4.9889 | 338750 | 0.0533 | - |
+| 4.9892 | 338775 | 0.0547 | - |
+| 4.9896 | 338800 | 0.0537 | - |
+| 4.9900 | 338825 | 0.0505 | - |
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+| 4.9907 | 338875 | 0.0546 | - |
+| 4.9911 | 338900 | 0.0503 | - |
+| 4.9915 | 338925 | 0.0517 | - |
+| 4.9918 | 338950 | 0.0515 | - |
+| 4.9922 | 338975 | 0.0453 | - |
+| 4.9926 | 339000 | 0.0477 | - |
+| 4.9929 | 339025 | 0.0562 | - |
+| 4.9933 | 339050 | 0.0545 | - |
+| 4.9937 | 339075 | 0.0464 | - |
+| 4.9940 | 339100 | 0.0506 | - |
+| 4.9944 | 339125 | 0.0491 | - |
+| 4.9948 | 339150 | 0.0551 | - |
+| 4.9951 | 339175 | 0.0541 | - |
+| 4.9955 | 339200 | 0.0532 | - |
+| 4.9959 | 339225 | 0.0522 | - |
+| 4.9962 | 339250 | 0.0489 | - |
+| 4.9966 | 339275 | 0.0448 | - |
+| 4.9970 | 339300 | 0.0488 | - |
+| 4.9973 | 339325 | 0.0518 | - |
+| 4.9977 | 339350 | 0.0532 | - |
+| 4.9981 | 339375 | 0.055 | - |
+| 4.9985 | 339400 | 0.0562 | - |
+| 4.9988 | 339425 | 0.059 | - |
+| 4.9992 | 339450 | 0.0521 | - |
+| 4.9996 | 339475 | 0.0537 | - |
+| 4.9999 | 339500 | 0.0472 | - |
+| 5.0 | 339505 | - | 0.0570 |
+
+