diff --git "a/README.md" "b/README.md" new file mode 100644--- /dev/null +++ "b/README.md" @@ -0,0 +1,3150 @@ +--- +base_model: vinai/phobert-base +datasets: [] +language: [] +library_name: sentence-transformers +metrics: +- cosine_accuracy@1 +- cosine_accuracy@3 +- cosine_accuracy@5 +- cosine_accuracy@10 +- cosine_precision@1 +- cosine_precision@3 +- cosine_precision@5 +- cosine_precision@10 +- cosine_recall@1 +- cosine_recall@3 +- cosine_recall@5 +- cosine_recall@10 +- cosine_ndcg@10 +- cosine_mrr@10 +- cosine_map@100 +- dot_accuracy@1 +- dot_accuracy@3 +- dot_accuracy@5 +- dot_accuracy@10 +- dot_precision@1 +- dot_precision@3 +- dot_precision@5 +- dot_precision@10 +- dot_recall@1 +- dot_recall@3 +- dot_recall@5 +- dot_recall@10 +- dot_ndcg@10 +- dot_mrr@10 +- dot_map@100 +pipeline_tag: sentence-similarity +tags: +- sentence-transformers +- sentence-similarity +- feature-extraction +- generated_from_trainer +- dataset_size:7160 +- loss:MultipleNegativesRankingLoss +widget: +- source_sentence: bạn tăng đèn vườn 4 ở phòng làm_việc 5 7 lên 5 phần_trăm hộ mình + với bôi_đen bạn bỏ dấu ngoặc_kép ra nhé v + sentences: + - tăng lên quạt_thông_gió thứ 4 lên 73 phần_trăm nhé + - kiểm_tra downlight thứ 2 ở ga_ra 3 + - mình muốn tăng bóng trụ cổng 3 +- source_sentence: nút nhấn 2 phòng nghiên_cứu 1 tăng lên 50 phần_trăm + sentences: + - bạn giảm cho mình âm_thanh đa vùng thứ 1 được không mình thấy hơi bị sáng quá + - bạn tăng đèn vách ở phòng xông_hơi 3 9 lên 4 phần_trăm hộ mình với bôi_đen bạn + bỏ dấu ngoặc_kép ra nhé v + - tăng thêm đèn treo tường thứ 4 phòng giặt ủi đến 94 phần_trăm +- source_sentence: trợ_lý béo tăng đèn ốp tường thứ 4 lên 10 phần_trăm ở phòng cuối + 5 phòng 3 + sentences: + - tăng hắt trần thứ 2 lên 22 phần_trăm + - trợ_lý béo tăng đèn tường thứ 2 lên 7 phần_trăm ở tiền_sảnh 5 10 + - bật hộ mình hắt tường 1 ở phòng khách 1 nhé +- source_sentence: bạn có_thể tăng giúp mình độ sáng màn cuốn lên được không + sentences: + - ơi bạn quạt_treo_tường 3 tăng lên 19 phần_trăm ná + - bạn tăng đèn vườn 4 ở phòng làm_việc 5 7 lên 5 phần_trăm hộ mình với bôi_đen bạn + bỏ dấu ngoặc_kép ra nhé v + - kiểm_tra trạng_thái của tivi ở sân vườn 3 nhé +- source_sentence: tăng thêm ánh_sáng bóng hắt tường 2 lên mức 51 phần_trăm + sentences: + - tăng đến đèn 3 phòng hội_nghị thêm 27 phần_trăm + - điều_chỉnh hộ âm_thanh đa vùng mức 1 + - hãy tăng giúp ta cái nóng lạnh 4 ở phòng trẻ_em 5 +model-index: +- name: SentenceTransformer based on vinai/phobert-base + results: + - task: + type: information-retrieval + name: Information Retrieval + dataset: + name: phobert base train eval + type: phobert-base_train_eval + metrics: + - type: cosine_accuracy@1 + value: 0.025510204081632654 + name: Cosine Accuracy@1 + - type: cosine_accuracy@3 + value: 0.05102040816326531 + name: Cosine Accuracy@3 + - type: cosine_accuracy@5 + value: 0.08418367346938775 + name: Cosine Accuracy@5 + - type: cosine_accuracy@10 + value: 0.11734693877551021 + name: Cosine Accuracy@10 + - type: cosine_precision@1 + value: 0.025510204081632654 + name: Cosine Precision@1 + - type: cosine_precision@3 + value: 0.019557823129251698 + name: Cosine Precision@3 + - type: cosine_precision@5 + value: 0.020918367346938773 + name: Cosine Precision@5 + - type: cosine_precision@10 + value: 0.020918367346938777 + name: Cosine Precision@10 + - type: cosine_recall@1 + value: 0.0006377551020408163 + name: Cosine Recall@1 + - type: cosine_recall@3 + value: 0.0014526643990929707 + name: Cosine Recall@3 + - type: cosine_recall@5 + value: 0.0025935374149659864 + name: Cosine Recall@5 + - type: cosine_recall@10 + value: 0.005187074829931973 + name: Cosine Recall@10 + - type: cosine_ndcg@10 + value: 0.021206635405851312 + name: Cosine Ndcg@10 + - type: cosine_mrr@10 + value: 0.047738500161969545 + name: Cosine Mrr@10 + - type: cosine_map@100 + value: 0.012687527740444942 + name: Cosine Map@100 + - type: dot_accuracy@1 + value: 0.03826530612244898 + name: Dot Accuracy@1 + - type: dot_accuracy@3 + value: 0.07142857142857142 + name: Dot Accuracy@3 + - type: dot_accuracy@5 + value: 0.10204081632653061 + name: Dot Accuracy@5 + - type: dot_accuracy@10 + value: 0.11479591836734694 + name: Dot Accuracy@10 + - type: dot_precision@1 + value: 0.03826530612244898 + name: Dot Precision@1 + - type: dot_precision@3 + value: 0.02976190476190476 + name: Dot Precision@3 + - type: dot_precision@5 + value: 0.031122448979591835 + name: Dot Precision@5 + - type: dot_precision@10 + value: 0.0288265306122449 + name: Dot Precision@10 + - type: dot_recall@1 + value: 0.0009566326530612247 + name: Dot Recall@1 + - type: dot_recall@3 + value: 0.002225056689342404 + name: Dot Recall@3 + - type: dot_recall@5 + value: 0.003861961451247165 + name: Dot Recall@5 + - type: dot_recall@10 + value: 0.007171201814058956 + name: Dot Recall@10 + - type: dot_ndcg@10 + value: 0.029727966876493785 + name: Dot Ndcg@10 + - type: dot_mrr@10 + value: 0.05998036119209588 + name: Dot Mrr@10 + - type: dot_map@100 + value: 0.014677473888361115 + name: Dot Map@100 +--- + +# SentenceTransformer based on vinai/phobert-base + +This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [vinai/phobert-base](https://huggingface.co/vinai/phobert-base). It maps sentences & paragraphs to a 768-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:** [vinai/phobert-base](https://huggingface.co/vinai/phobert-base) +- **Maximum Sequence Length:** 256 tokens +- **Output Dimensionality:** 768 tokens +- **Similarity Function:** Cosine Similarity + + + + +### 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': 256, 'do_lower_case': False}) with Transformer model: RobertaModel + (1): Pooling({'word_embedding_dimension': 768, '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("phongtintruong/clphobert-base") +# Run inference +sentences = [ + 'tăng thêm ánh_sáng bóng hắt tường 2 lên mức 51 phần_trăm', + 'tăng đến đèn 3 phòng hội_nghị thêm 27 phần_trăm', + 'điều_chỉnh hộ âm_thanh đa vùng mức 1', +] +embeddings = model.encode(sentences) +print(embeddings.shape) +# [3, 768] + +# Get the similarity scores for the embeddings +similarities = model.similarity(embeddings, embeddings) +print(similarities.shape) +# [3, 3] +``` + + + + + + + +## Evaluation + +### Metrics + +#### Information Retrieval +* Dataset: `phobert-base_train_eval` +* Evaluated with [InformationRetrievalEvaluator](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator) + +| Metric | Value | +|:--------------------|:-----------| +| cosine_accuracy@1 | 0.0255 | +| cosine_accuracy@3 | 0.051 | +| cosine_accuracy@5 | 0.0842 | +| cosine_accuracy@10 | 0.1173 | +| cosine_precision@1 | 0.0255 | +| cosine_precision@3 | 0.0196 | +| cosine_precision@5 | 0.0209 | +| cosine_precision@10 | 0.0209 | +| cosine_recall@1 | 0.0006 | +| cosine_recall@3 | 0.0015 | +| cosine_recall@5 | 0.0026 | +| cosine_recall@10 | 0.0052 | +| cosine_ndcg@10 | 0.0212 | +| cosine_mrr@10 | 0.0477 | +| **cosine_map@100** | **0.0127** | +| dot_accuracy@1 | 0.0383 | +| dot_accuracy@3 | 0.0714 | +| dot_accuracy@5 | 0.102 | +| dot_accuracy@10 | 0.1148 | +| dot_precision@1 | 0.0383 | +| dot_precision@3 | 0.0298 | +| dot_precision@5 | 0.0311 | +| dot_precision@10 | 0.0288 | +| dot_recall@1 | 0.001 | +| dot_recall@3 | 0.0022 | +| dot_recall@5 | 0.0039 | +| dot_recall@10 | 0.0072 | +| dot_ndcg@10 | 0.0297 | +| dot_mrr@10 | 0.06 | +| dot_map@100 | 0.0147 | + + + + + +## Training Details + +### Training Dataset + +#### Unnamed Dataset + + +* Size: 7,160 training samples +* Columns: sentence_0, sentence_1, and sentence_2 +* Approximate statistics based on the first 1000 samples: + | | sentence_0 | sentence_1 | sentence_2 | + |:--------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------| + | type | string | string | string | + | details | | | | +* Samples: + | sentence_0 | sentence_1 | sentence_2 | + |:--------------------------------------|:-----------------------------------------------------------------------------------|:-------------------------------------------------------------------| + | tăng bóng 3 26 phần_trăm | mình muốn tăng quạt lên 21 phần_trăm | tắt bóng hoa 2 phòng thực_hành 2 | + | tăng bóng 3 26 phần_trăm | giúp mình tăng bóng để bàn lên 4 phần_trăm ở phòng ngủ con trai 7 nhé | giảm độ sáng bóng sưởi thứ 4 ấy trợ_lý ảo nó sáng quá | + | tăng bóng 3 26 phần_trăm | tăng lên đèn làm_việc cổng chính thêm 10 phần_trăm | cho mình tăng bóng kiểng thứ 2 lên 3 | +* Loss: [MultipleNegativesRankingLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#multiplenegativesrankingloss) with these parameters: + ```json + { + "scale": 20.0, + "similarity_fct": "cos_sim" + } + ``` + +### Training Hyperparameters +#### Non-Default Hyperparameters + +- `eval_strategy`: steps +- `per_device_train_batch_size`: 2 +- `per_device_eval_batch_size`: 2 +- `num_train_epochs`: 2 +- `fp16`: True +- `multi_dataset_batch_sampler`: round_robin + +#### All Hyperparameters +
Click to expand + +- `overwrite_output_dir`: False +- `do_predict`: False +- `eval_strategy`: steps +- `prediction_loss_only`: True +- `per_device_train_batch_size`: 2 +- `per_device_eval_batch_size`: 2 +- `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`: 5e-05 +- `weight_decay`: 0.0 +- `adam_beta1`: 0.9 +- `adam_beta2`: 0.999 +- `adam_epsilon`: 1e-08 +- `max_grad_norm`: 1 +- `num_train_epochs`: 2 +- `max_steps`: -1 +- `lr_scheduler_type`: linear +- `lr_scheduler_kwargs`: {} +- `warmup_ratio`: 0.0 +- `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`: False +- `ignore_data_skip`: False +- `fsdp`: [] +- `fsdp_min_num_params`: 0 +- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False} +- `fsdp_transformer_layer_cls_to_wrap`: None +- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None} +- `deepspeed`: None +- `label_smoothing_factor`: 0.0 +- `optim`: adamw_torch +- `optim_args`: None +- `adafactor`: False +- `group_by_length`: False +- `length_column_name`: length +- `ddp_find_unused_parameters`: None +- `ddp_bucket_cap_mb`: None +- `ddp_broadcast_buffers`: False +- `dataloader_pin_memory`: True +- `dataloader_persistent_workers`: False +- `skip_memory_metrics`: True +- `use_legacy_prediction_loop`: False +- `push_to_hub`: False +- `resume_from_checkpoint`: None +- `hub_model_id`: None +- `hub_strategy`: every_save +- `hub_private_repo`: False +- `hub_always_push`: False +- `gradient_checkpointing`: False +- `gradient_checkpointing_kwargs`: None +- `include_inputs_for_metrics`: False +- `eval_do_concat_batches`: True +- `fp16_backend`: auto +- `push_to_hub_model_id`: None +- `push_to_hub_organization`: None +- `mp_parameters`: +- `auto_find_batch_size`: False +- `full_determinism`: False +- `torchdynamo`: None +- `ray_scope`: last +- `ddp_timeout`: 1800 +- `torch_compile`: 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 +- `eval_use_gather_object`: False +- `batch_sampler`: batch_sampler +- `multi_dataset_batch_sampler`: round_robin + +
+ +### Training Logs +
Click to expand + +| Epoch | Step | Training Loss | phobert-base_train_eval_cosine_map@100 | +|:------:|:----:|:-------------:|:--------------------------------------:| +| 0.0003 | 1 | - | 0.0051 | +| 0.0006 | 2 | - | 0.0051 | +| 0.0008 | 3 | - | 0.0052 | +| 0.0011 | 4 | - | 0.0052 | +| 0.0014 | 5 | - | 0.0053 | +| 0.0017 | 6 | - | 0.0052 | +| 0.0020 | 7 | - | 0.0052 | +| 0.0022 | 8 | - | 0.0051 | +| 0.0025 | 9 | - | 0.0051 | +| 0.0028 | 10 | - | 0.0052 | +| 0.0031 | 11 | - | 0.0051 | +| 0.0034 | 12 | - | 0.0051 | +| 0.0036 | 13 | - | 0.0051 | +| 0.0039 | 14 | - | 0.0050 | +| 0.0042 | 15 | - | 0.0050 | +| 0.0045 | 16 | - | 0.0049 | +| 0.0047 | 17 | - | 0.0050 | +| 0.0050 | 18 | - | 0.0050 | +| 0.0053 | 19 | - | 0.0049 | +| 0.0056 | 20 | - | 0.0049 | +| 0.0059 | 21 | - | 0.0048 | +| 0.0061 | 22 | - | 0.0048 | +| 0.0064 | 23 | - | 0.0048 | +| 0.0067 | 24 | - | 0.0047 | +| 0.0070 | 25 | - | 0.0047 | +| 0.0073 | 26 | - | 0.0048 | +| 0.0075 | 27 | - | 0.0048 | +| 0.0078 | 28 | - | 0.0048 | +| 0.0081 | 29 | - | 0.0049 | +| 0.0084 | 30 | - | 0.0048 | +| 0.0087 | 31 | - | 0.0048 | +| 0.0089 | 32 | - | 0.0048 | +| 0.0092 | 33 | - | 0.0048 | +| 0.0095 | 34 | - | 0.0049 | +| 0.0098 | 35 | - | 0.0049 | +| 0.0101 | 36 | - | 0.0049 | +| 0.0103 | 37 | - | 0.0050 | +| 0.0106 | 38 | - | 0.0049 | +| 0.0109 | 39 | - | 0.0050 | +| 0.0112 | 40 | - | 0.0049 | +| 0.0115 | 41 | - | 0.0049 | +| 0.0117 | 42 | - | 0.0050 | +| 0.0120 | 43 | - | 0.0049 | +| 0.0123 | 44 | - | 0.0050 | +| 0.0126 | 45 | - | 0.0050 | +| 0.0128 | 46 | - | 0.0050 | +| 0.0131 | 47 | - | 0.0050 | +| 0.0134 | 48 | - | 0.0050 | +| 0.0137 | 49 | - | 0.0050 | +| 0.0140 | 50 | - | 0.0051 | +| 0.0142 | 51 | - | 0.0052 | +| 0.0145 | 52 | - | 0.0052 | +| 0.0148 | 53 | - | 0.0052 | +| 0.0151 | 54 | - | 0.0053 | +| 0.0154 | 55 | - | 0.0052 | +| 0.0156 | 56 | - | 0.0052 | +| 0.0159 | 57 | - | 0.0052 | +| 0.0162 | 58 | - | 0.0052 | +| 0.0165 | 59 | - | 0.0053 | +| 0.0168 | 60 | - | 0.0052 | +| 0.0170 | 61 | - | 0.0052 | +| 0.0173 | 62 | - | 0.0053 | +| 0.0176 | 63 | - | 0.0053 | +| 0.0179 | 64 | - | 0.0052 | +| 0.0182 | 65 | - | 0.0053 | +| 0.0184 | 66 | - | 0.0054 | +| 0.0187 | 67 | - | 0.0054 | +| 0.0190 | 68 | - | 0.0054 | +| 0.0193 | 69 | - | 0.0055 | +| 0.0196 | 70 | - | 0.0055 | +| 0.0198 | 71 | - | 0.0054 | +| 0.0201 | 72 | - | 0.0054 | +| 0.0204 | 73 | - | 0.0055 | +| 0.0207 | 74 | - | 0.0055 | +| 0.0209 | 75 | - | 0.0055 | +| 0.0212 | 76 | - | 0.0056 | +| 0.0215 | 77 | - | 0.0056 | +| 0.0218 | 78 | - | 0.0056 | +| 0.0221 | 79 | - | 0.0057 | +| 0.0223 | 80 | - | 0.0058 | +| 0.0226 | 81 | - | 0.0058 | +| 0.0229 | 82 | - | 0.0059 | +| 0.0232 | 83 | - | 0.0059 | +| 0.0235 | 84 | - | 0.0060 | +| 0.0237 | 85 | - | 0.0060 | +| 0.0240 | 86 | - | 0.0060 | +| 0.0243 | 87 | - | 0.0060 | +| 0.0246 | 88 | - | 0.0060 | +| 0.0249 | 89 | - | 0.0059 | +| 0.0251 | 90 | - | 0.0059 | +| 0.0254 | 91 | - | 0.0059 | +| 0.0257 | 92 | - | 0.0058 | +| 0.0260 | 93 | - | 0.0057 | +| 0.0263 | 94 | - | 0.0057 | +| 0.0265 | 95 | - | 0.0057 | +| 0.0268 | 96 | - | 0.0057 | +| 0.0271 | 97 | - | 0.0057 | +| 0.0274 | 98 | - | 0.0056 | +| 0.0277 | 99 | - | 0.0056 | +| 0.0279 | 100 | - | 0.0057 | +| 0.0282 | 101 | - | 0.0056 | +| 0.0285 | 102 | - | 0.0054 | +| 0.0288 | 103 | - | 0.0054 | +| 0.0291 | 104 | - | 0.0054 | +| 0.0293 | 105 | - | 0.0053 | +| 0.0296 | 106 | - | 0.0053 | +| 0.0299 | 107 | - | 0.0054 | +| 0.0302 | 108 | - | 0.0053 | +| 0.0304 | 109 | - | 0.0053 | +| 0.0307 | 110 | - | 0.0054 | +| 0.0310 | 111 | - | 0.0054 | +| 0.0313 | 112 | - | 0.0054 | +| 0.0316 | 113 | - | 0.0055 | +| 0.0318 | 114 | - | 0.0055 | +| 0.0321 | 115 | - | 0.0056 | +| 0.0324 | 116 | - | 0.0058 | +| 0.0327 | 117 | - | 0.0059 | +| 0.0330 | 118 | - | 0.0060 | +| 0.0332 | 119 | - | 0.0061 | +| 0.0335 | 120 | - | 0.0062 | +| 0.0338 | 121 | - | 0.0063 | +| 0.0341 | 122 | - | 0.0064 | +| 0.0344 | 123 | - | 0.0065 | +| 0.0346 | 124 | - | 0.0067 | +| 0.0349 | 125 | - | 0.0068 | +| 0.0352 | 126 | - | 0.0070 | +| 0.0355 | 127 | - | 0.0072 | +| 0.0358 | 128 | - | 0.0072 | +| 0.0360 | 129 | - | 0.0073 | +| 0.0363 | 130 | - | 0.0074 | +| 0.0366 | 131 | - | 0.0074 | +| 0.0369 | 132 | - | 0.0075 | +| 0.0372 | 133 | - | 0.0076 | +| 0.0374 | 134 | - | 0.0077 | +| 0.0377 | 135 | - | 0.0078 | +| 0.0380 | 136 | - | 0.0078 | +| 0.0383 | 137 | - | 0.0077 | +| 0.0385 | 138 | - | 0.0078 | +| 0.0388 | 139 | - | 0.0077 | +| 0.0391 | 140 | - | 0.0078 | +| 0.0394 | 141 | - | 0.0078 | +| 0.0397 | 142 | - | 0.0078 | +| 0.0399 | 143 | - | 0.0078 | +| 0.0402 | 144 | - | 0.0078 | +| 0.0405 | 145 | - | 0.0078 | +| 0.0408 | 146 | - | 0.0078 | +| 0.0411 | 147 | - | 0.0079 | +| 0.0413 | 148 | - | 0.0079 | +| 0.0416 | 149 | - | 0.0079 | +| 0.0419 | 150 | - | 0.0080 | +| 0.0422 | 151 | - | 0.0081 | +| 0.0425 | 152 | - | 0.0081 | +| 0.0427 | 153 | - | 0.0081 | +| 0.0430 | 154 | - | 0.0080 | +| 0.0433 | 155 | - | 0.0081 | +| 0.0436 | 156 | - | 0.0080 | +| 0.0439 | 157 | - | 0.0079 | +| 0.0441 | 158 | - | 0.0079 | +| 0.0444 | 159 | - | 0.0080 | +| 0.0447 | 160 | - | 0.0079 | +| 0.0450 | 161 | - | 0.0077 | +| 0.0453 | 162 | - | 0.0077 | +| 0.0455 | 163 | - | 0.0076 | +| 0.0458 | 164 | - | 0.0076 | +| 0.0461 | 165 | - | 0.0075 | +| 0.0464 | 166 | - | 0.0075 | +| 0.0466 | 167 | - | 0.0075 | +| 0.0469 | 168 | - | 0.0074 | +| 0.0472 | 169 | - | 0.0073 | +| 0.0475 | 170 | - | 0.0074 | +| 0.0478 | 171 | - | 0.0075 | +| 0.0480 | 172 | - | 0.0074 | +| 0.0483 | 173 | - | 0.0074 | +| 0.0486 | 174 | - | 0.0074 | +| 0.0489 | 175 | - | 0.0073 | +| 0.0492 | 176 | - | 0.0073 | +| 0.0494 | 177 | - | 0.0074 | +| 0.0497 | 178 | - | 0.0073 | +| 0.05 | 179 | - | 0.0073 | +| 0.0503 | 180 | - | 0.0072 | +| 0.0506 | 181 | - | 0.0072 | +| 0.0508 | 182 | - | 0.0072 | +| 0.0511 | 183 | - | 0.0072 | +| 0.0514 | 184 | - | 0.0073 | +| 0.0517 | 185 | - | 0.0073 | +| 0.0520 | 186 | - | 0.0074 | +| 0.0522 | 187 | - | 0.0074 | +| 0.0525 | 188 | - | 0.0075 | +| 0.0528 | 189 | - | 0.0075 | +| 0.0531 | 190 | - | 0.0075 | +| 0.0534 | 191 | - | 0.0075 | +| 0.0536 | 192 | - | 0.0076 | +| 0.0539 | 193 | - | 0.0078 | +| 0.0542 | 194 | - | 0.0079 | +| 0.0545 | 195 | - | 0.0079 | +| 0.0547 | 196 | - | 0.0079 | +| 0.0550 | 197 | - | 0.0079 | +| 0.0553 | 198 | - | 0.0078 | +| 0.0556 | 199 | - | 0.0078 | +| 0.0559 | 200 | - | 0.0079 | +| 0.0561 | 201 | - | 0.0080 | +| 0.0564 | 202 | - | 0.0080 | +| 0.0567 | 203 | - | 0.0080 | +| 0.0570 | 204 | - | 0.0080 | +| 0.0573 | 205 | - | 0.0079 | +| 0.0575 | 206 | - | 0.0078 | +| 0.0578 | 207 | - | 0.0078 | +| 0.0581 | 208 | - | 0.0077 | +| 0.0584 | 209 | - | 0.0076 | +| 0.0587 | 210 | - | 0.0076 | +| 0.0589 | 211 | - | 0.0075 | +| 0.0592 | 212 | - | 0.0075 | +| 0.0595 | 213 | - | 0.0075 | +| 0.0598 | 214 | - | 0.0075 | +| 0.0601 | 215 | - | 0.0075 | +| 0.0603 | 216 | - | 0.0076 | +| 0.0606 | 217 | - | 0.0076 | +| 0.0609 | 218 | - | 0.0076 | +| 0.0612 | 219 | - | 0.0076 | +| 0.0615 | 220 | - | 0.0075 | +| 0.0617 | 221 | - | 0.0077 | +| 0.0620 | 222 | - | 0.0076 | +| 0.0623 | 223 | - | 0.0077 | +| 0.0626 | 224 | - | 0.0076 | +| 0.0628 | 225 | - | 0.0075 | +| 0.0631 | 226 | - | 0.0076 | +| 0.0634 | 227 | - | 0.0075 | +| 0.0637 | 228 | - | 0.0074 | +| 0.0640 | 229 | - | 0.0074 | +| 0.0642 | 230 | - | 0.0074 | +| 0.0645 | 231 | - | 0.0074 | +| 0.0648 | 232 | - | 0.0074 | +| 0.0651 | 233 | - | 0.0074 | +| 0.0654 | 234 | - | 0.0075 | +| 0.0656 | 235 | - | 0.0075 | +| 0.0659 | 236 | - | 0.0076 | +| 0.0662 | 237 | - | 0.0077 | +| 0.0665 | 238 | - | 0.0076 | +| 0.0668 | 239 | - | 0.0077 | +| 0.0670 | 240 | - | 0.0076 | +| 0.0673 | 241 | - | 0.0076 | +| 0.0676 | 242 | - | 0.0076 | +| 0.0679 | 243 | - | 0.0075 | +| 0.0682 | 244 | - | 0.0074 | +| 0.0684 | 245 | - | 0.0073 | +| 0.0687 | 246 | - | 0.0073 | +| 0.0690 | 247 | - | 0.0073 | +| 0.0693 | 248 | - | 0.0072 | +| 0.0696 | 249 | - | 0.0071 | +| 0.0698 | 250 | - | 0.0070 | +| 0.0701 | 251 | - | 0.0070 | +| 0.0704 | 252 | - | 0.0070 | +| 0.0707 | 253 | - | 0.0070 | +| 0.0709 | 254 | - | 0.0072 | +| 0.0712 | 255 | - | 0.0073 | +| 0.0715 | 256 | - | 0.0074 | +| 0.0718 | 257 | - | 0.0075 | +| 0.0721 | 258 | - | 0.0076 | +| 0.0723 | 259 | - | 0.0076 | +| 0.0726 | 260 | - | 0.0076 | +| 0.0729 | 261 | - | 0.0076 | +| 0.0732 | 262 | - | 0.0074 | +| 0.0735 | 263 | - | 0.0073 | +| 0.0737 | 264 | - | 0.0073 | +| 0.0740 | 265 | - | 0.0074 | +| 0.0743 | 266 | - | 0.0074 | +| 0.0746 | 267 | - | 0.0074 | +| 0.0749 | 268 | - | 0.0074 | +| 0.0751 | 269 | - | 0.0073 | +| 0.0754 | 270 | - | 0.0073 | +| 0.0757 | 271 | - | 0.0072 | +| 0.0760 | 272 | - | 0.0073 | +| 0.0763 | 273 | - | 0.0073 | +| 0.0765 | 274 | - | 0.0073 | +| 0.0768 | 275 | - | 0.0073 | +| 0.0771 | 276 | - | 0.0074 | +| 0.0774 | 277 | - | 0.0074 | +| 0.0777 | 278 | - | 0.0074 | +| 0.0779 | 279 | - | 0.0074 | +| 0.0782 | 280 | - | 0.0075 | +| 0.0785 | 281 | - | 0.0076 | +| 0.0788 | 282 | - | 0.0076 | +| 0.0791 | 283 | - | 0.0076 | +| 0.0793 | 284 | - | 0.0077 | +| 0.0796 | 285 | - | 0.0077 | +| 0.0799 | 286 | - | 0.0077 | +| 0.0802 | 287 | - | 0.0078 | +| 0.0804 | 288 | - | 0.0078 | +| 0.0807 | 289 | - | 0.0079 | +| 0.0810 | 290 | - | 0.0080 | +| 0.0813 | 291 | - | 0.0081 | +| 0.0816 | 292 | - | 0.0081 | +| 0.0818 | 293 | - | 0.0082 | +| 0.0821 | 294 | - | 0.0082 | +| 0.0824 | 295 | - | 0.0081 | +| 0.0827 | 296 | - | 0.0081 | +| 0.0830 | 297 | - | 0.0080 | +| 0.0832 | 298 | - | 0.0079 | +| 0.0835 | 299 | - | 0.0080 | +| 0.0838 | 300 | - | 0.0081 | +| 0.0841 | 301 | - | 0.0082 | +| 0.0844 | 302 | - | 0.0082 | +| 0.0846 | 303 | - | 0.0082 | +| 0.0849 | 304 | - | 0.0084 | +| 0.0852 | 305 | - | 0.0084 | +| 0.0855 | 306 | - | 0.0085 | +| 0.0858 | 307 | - | 0.0085 | +| 0.0860 | 308 | - | 0.0085 | +| 0.0863 | 309 | - | 0.0084 | +| 0.0866 | 310 | - | 0.0083 | +| 0.0869 | 311 | - | 0.0083 | +| 0.0872 | 312 | - | 0.0082 | +| 0.0874 | 313 | - | 0.0082 | +| 0.0877 | 314 | - | 0.0080 | +| 0.0880 | 315 | - | 0.0079 | +| 0.0883 | 316 | - | 0.0078 | +| 0.0885 | 317 | - | 0.0077 | +| 0.0888 | 318 | - | 0.0077 | +| 0.0891 | 319 | - | 0.0076 | +| 0.0894 | 320 | - | 0.0076 | +| 0.0897 | 321 | - | 0.0076 | +| 0.0899 | 322 | - | 0.0076 | +| 0.0902 | 323 | - | 0.0076 | +| 0.0905 | 324 | - | 0.0077 | +| 0.0908 | 325 | - | 0.0077 | +| 0.0911 | 326 | - | 0.0078 | +| 0.0913 | 327 | - | 0.0078 | +| 0.0916 | 328 | - | 0.0078 | +| 0.0919 | 329 | - | 0.0079 | +| 0.0922 | 330 | - | 0.0079 | +| 0.0925 | 331 | - | 0.0079 | +| 0.0927 | 332 | - | 0.0079 | +| 0.0930 | 333 | - | 0.0080 | +| 0.0933 | 334 | - | 0.0080 | +| 0.0936 | 335 | - | 0.0081 | +| 0.0939 | 336 | - | 0.0081 | +| 0.0941 | 337 | - | 0.0080 | +| 0.0944 | 338 | - | 0.0081 | +| 0.0947 | 339 | - | 0.0082 | +| 0.0950 | 340 | - | 0.0082 | +| 0.0953 | 341 | - | 0.0082 | +| 0.0955 | 342 | - | 0.0083 | +| 0.0958 | 343 | - | 0.0084 | +| 0.0961 | 344 | - | 0.0084 | +| 0.0964 | 345 | - | 0.0084 | +| 0.0966 | 346 | - | 0.0084 | +| 0.0969 | 347 | - | 0.0085 | +| 0.0972 | 348 | - | 0.0086 | +| 0.0975 | 349 | - | 0.0085 | +| 0.0978 | 350 | - | 0.0083 | +| 0.0980 | 351 | - | 0.0083 | +| 0.0983 | 352 | - | 0.0083 | +| 0.0986 | 353 | - | 0.0082 | +| 0.0989 | 354 | - | 0.0082 | +| 0.0992 | 355 | - | 0.0081 | +| 0.0994 | 356 | - | 0.0081 | +| 0.0997 | 357 | - | 0.0081 | +| 0.1 | 358 | - | 0.0081 | +| 0.1003 | 359 | - | 0.0080 | +| 0.1006 | 360 | - | 0.0079 | +| 0.1008 | 361 | - | 0.0079 | +| 0.1011 | 362 | - | 0.0080 | +| 0.1014 | 363 | - | 0.0080 | +| 0.1017 | 364 | - | 0.0080 | +| 0.1020 | 365 | - | 0.0080 | +| 0.1022 | 366 | - | 0.0080 | +| 0.1025 | 367 | - | 0.0081 | +| 0.1028 | 368 | - | 0.0081 | +| 0.1031 | 369 | - | 0.0081 | +| 0.1034 | 370 | - | 0.0080 | +| 0.1036 | 371 | - | 0.0080 | +| 0.1039 | 372 | - | 0.0080 | +| 0.1042 | 373 | - | 0.0080 | +| 0.1045 | 374 | - | 0.0080 | +| 0.1047 | 375 | - | 0.0080 | +| 0.1050 | 376 | - | 0.0081 | +| 0.1053 | 377 | - | 0.0081 | +| 0.1056 | 378 | - | 0.0081 | +| 0.1059 | 379 | - | 0.0082 | +| 0.1061 | 380 | - | 0.0082 | +| 0.1064 | 381 | - | 0.0083 | +| 0.1067 | 382 | - | 0.0082 | +| 0.1070 | 383 | - | 0.0083 | +| 0.1073 | 384 | - | 0.0083 | +| 0.1075 | 385 | - | 0.0083 | +| 0.1078 | 386 | - | 0.0082 | +| 0.1081 | 387 | - | 0.0083 | +| 0.1084 | 388 | - | 0.0083 | +| 0.1087 | 389 | - | 0.0083 | +| 0.1089 | 390 | - | 0.0083 | +| 0.1092 | 391 | - | 0.0083 | +| 0.1095 | 392 | - | 0.0083 | +| 0.1098 | 393 | - | 0.0082 | +| 0.1101 | 394 | - 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| 0.0088 | +| 0.1288 | 461 | - | 0.0090 | +| 0.1291 | 462 | - | 0.0090 | +| 0.1293 | 463 | - | 0.0090 | +| 0.1296 | 464 | - | 0.0088 | +| 0.1299 | 465 | - | 0.0089 | +| 0.1302 | 466 | - | 0.0089 | +| 0.1304 | 467 | - | 0.0089 | +| 0.1307 | 468 | - | 0.0089 | +| 0.1310 | 469 | - | 0.0089 | +| 0.1313 | 470 | - | 0.0089 | +| 0.1316 | 471 | - | 0.0090 | +| 0.1318 | 472 | - | 0.0090 | +| 0.1321 | 473 | - | 0.0090 | +| 0.1324 | 474 | - | 0.0090 | +| 0.1327 | 475 | - | 0.0091 | +| 0.1330 | 476 | - | 0.0091 | +| 0.1332 | 477 | - | 0.0091 | +| 0.1335 | 478 | - | 0.0090 | +| 0.1338 | 479 | - | 0.0089 | +| 0.1341 | 480 | - | 0.0089 | +| 0.1344 | 481 | - | 0.0088 | +| 0.1346 | 482 | - | 0.0088 | +| 0.1349 | 483 | - | 0.0088 | +| 0.1352 | 484 | - | 0.0088 | +| 0.1355 | 485 | - | 0.0088 | +| 0.1358 | 486 | - | 0.0088 | +| 0.1360 | 487 | - | 0.0088 | +| 0.1363 | 488 | - | 0.0088 | +| 0.1366 | 489 | - | 0.0087 | +| 0.1369 | 490 | - | 0.0087 | +| 0.1372 | 491 | - | 0.0088 | +| 0.1374 | 492 | - | 0.0087 | +| 0.1377 | 493 | - 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| 0.0084 | +| 0.1656 | 593 | - | 0.0084 | +| 0.1659 | 594 | - | 0.0083 | +| 0.1662 | 595 | - | 0.0083 | +| 0.1665 | 596 | - | 0.0082 | +| 0.1668 | 597 | - | 0.0081 | +| 0.1670 | 598 | - | 0.0081 | +| 0.1673 | 599 | - | 0.0080 | +| 0.1676 | 600 | - | 0.0080 | +| 0.1679 | 601 | - | 0.0080 | +| 0.1682 | 602 | - | 0.0079 | +| 0.1684 | 603 | - | 0.0079 | +| 0.1687 | 604 | - | 0.0079 | +| 0.1690 | 605 | - | 0.0078 | +| 0.1693 | 606 | - | 0.0078 | +| 0.1696 | 607 | - | 0.0077 | +| 0.1698 | 608 | - | 0.0076 | +| 0.1701 | 609 | - | 0.0076 | +| 0.1704 | 610 | - | 0.0075 | +| 0.1707 | 611 | - | 0.0074 | +| 0.1709 | 612 | - | 0.0073 | +| 0.1712 | 613 | - | 0.0073 | +| 0.1715 | 614 | - | 0.0072 | +| 0.1718 | 615 | - | 0.0072 | +| 0.1721 | 616 | - | 0.0072 | +| 0.1723 | 617 | - | 0.0072 | +| 0.1726 | 618 | - | 0.0073 | +| 0.1729 | 619 | - | 0.0072 | +| 0.1732 | 620 | - | 0.0072 | +| 0.1735 | 621 | - | 0.0073 | +| 0.1737 | 622 | - | 0.0073 | +| 0.1740 | 623 | - | 0.0073 | +| 0.1743 | 624 | - | 0.0073 | +| 0.1746 | 625 | - 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| 0.0074 | +| 0.1841 | 659 | - | 0.0074 | +| 0.1844 | 660 | - | 0.0074 | +| 0.1846 | 661 | - | 0.0073 | +| 0.1849 | 662 | - | 0.0072 | +| 0.1852 | 663 | - | 0.0072 | +| 0.1855 | 664 | - | 0.0071 | +| 0.1858 | 665 | - | 0.0071 | +| 0.1860 | 666 | - | 0.0071 | +| 0.1863 | 667 | - | 0.0071 | +| 0.1866 | 668 | - | 0.0070 | +| 0.1869 | 669 | - | 0.0070 | +| 0.1872 | 670 | - | 0.0070 | +| 0.1874 | 671 | - | 0.0069 | +| 0.1877 | 672 | - | 0.0069 | +| 0.1880 | 673 | - | 0.0068 | +| 0.1883 | 674 | - | 0.0068 | +| 0.1885 | 675 | - | 0.0068 | +| 0.1888 | 676 | - | 0.0067 | +| 0.1891 | 677 | - | 0.0067 | +| 0.1894 | 678 | - | 0.0066 | +| 0.1897 | 679 | - | 0.0065 | +| 0.1899 | 680 | - | 0.0064 | +| 0.1902 | 681 | - | 0.0064 | +| 0.1905 | 682 | - | 0.0064 | +| 0.1908 | 683 | - | 0.0064 | +| 0.1911 | 684 | - | 0.0064 | +| 0.1913 | 685 | - | 0.0063 | +| 0.1916 | 686 | - | 0.0062 | +| 0.1919 | 687 | - | 0.0061 | +| 0.1922 | 688 | - | 0.0062 | +| 0.1925 | 689 | - | 0.0061 | +| 0.1927 | 690 | - | 0.0061 | +| 0.1930 | 691 | - | 0.0061 | +| 0.1933 | 692 | - | 0.0062 | +| 0.1936 | 693 | - | 0.0062 | +| 0.1939 | 694 | - | 0.0062 | +| 0.1941 | 695 | - | 0.0062 | +| 0.1944 | 696 | - | 0.0062 | +| 0.1947 | 697 | - | 0.0062 | +| 0.1950 | 698 | - | 0.0062 | +| 0.1953 | 699 | - | 0.0063 | +| 0.1955 | 700 | - | 0.0062 | +| 0.1958 | 701 | - | 0.0063 | +| 0.1961 | 702 | - | 0.0062 | +| 0.1964 | 703 | - | 0.0063 | +| 0.1966 | 704 | - | 0.0064 | +| 0.1969 | 705 | - | 0.0065 | +| 0.1972 | 706 | - | 0.0065 | +| 0.1975 | 707 | - | 0.0064 | +| 0.1978 | 708 | - | 0.0064 | +| 0.1980 | 709 | - | 0.0064 | +| 0.1983 | 710 | - | 0.0064 | +| 0.1986 | 711 | - | 0.0065 | +| 0.1989 | 712 | - | 0.0065 | +| 0.1992 | 713 | - | 0.0065 | +| 0.1994 | 714 | - | 0.0064 | +| 0.1997 | 715 | - | 0.0064 | +| 0.2 | 716 | - | 0.0063 | +| 0.2003 | 717 | - | 0.0063 | +| 0.2006 | 718 | - | 0.0063 | +| 0.2008 | 719 | - | 0.0063 | +| 0.2011 | 720 | - | 0.0064 | +| 0.2014 | 721 | - | 0.0064 | +| 0.2017 | 722 | - | 0.0064 | +| 0.2020 | 723 | - | 0.0064 | +| 0.2022 | 724 | - | 0.0064 | +| 0.2025 | 725 | - | 0.0064 | +| 0.2028 | 726 | - | 0.0064 | +| 0.2031 | 727 | - | 0.0063 | +| 0.2034 | 728 | - | 0.0063 | +| 0.2036 | 729 | - | 0.0064 | +| 0.2039 | 730 | - | 0.0064 | +| 0.2042 | 731 | - | 0.0063 | +| 0.2045 | 732 | - | 0.0064 | +| 0.2047 | 733 | - | 0.0064 | +| 0.2050 | 734 | - | 0.0064 | +| 0.2053 | 735 | - | 0.0065 | +| 0.2056 | 736 | - | 0.0065 | +| 0.2059 | 737 | - | 0.0064 | +| 0.2061 | 738 | - | 0.0064 | +| 0.2064 | 739 | - | 0.0064 | +| 0.2067 | 740 | - | 0.0064 | +| 0.2070 | 741 | - | 0.0064 | +| 0.2073 | 742 | - | 0.0065 | +| 0.2075 | 743 | - | 0.0065 | +| 0.2078 | 744 | - | 0.0064 | +| 0.2081 | 745 | - | 0.0064 | +| 0.2084 | 746 | - | 0.0064 | +| 0.2087 | 747 | - | 0.0065 | +| 0.2089 | 748 | - | 0.0065 | +| 0.2092 | 749 | - | 0.0066 | +| 0.2095 | 750 | - | 0.0066 | +| 0.2098 | 751 | - | 0.0066 | +| 0.2101 | 752 | - | 0.0067 | +| 0.2103 | 753 | - | 0.0067 | +| 0.2106 | 754 | - | 0.0067 | +| 0.2109 | 755 | - | 0.0068 | +| 0.2112 | 756 | - | 0.0069 | +| 0.2115 | 757 | - | 0.0069 | +| 0.2117 | 758 | - | 0.0069 | +| 0.2120 | 759 | - | 0.0069 | +| 0.2123 | 760 | - | 0.0069 | +| 0.2126 | 761 | - | 0.0069 | +| 0.2128 | 762 | - | 0.0068 | +| 0.2131 | 763 | - | 0.0069 | +| 0.2134 | 764 | - | 0.0069 | +| 0.2137 | 765 | - | 0.0069 | +| 0.2140 | 766 | - | 0.0068 | +| 0.2142 | 767 | - | 0.0067 | +| 0.2145 | 768 | - | 0.0067 | +| 0.2148 | 769 | - | 0.0066 | +| 0.2151 | 770 | - | 0.0065 | +| 0.2154 | 771 | - | 0.0063 | +| 0.2156 | 772 | - | 0.0062 | +| 0.2159 | 773 | - | 0.0063 | +| 0.2162 | 774 | - | 0.0062 | +| 0.2165 | 775 | - | 0.0062 | +| 0.2168 | 776 | - | 0.0062 | +| 0.2170 | 777 | - | 0.0062 | +| 0.2173 | 778 | - | 0.0063 | +| 0.2176 | 779 | - | 0.0064 | +| 0.2179 | 780 | - | 0.0065 | +| 0.2182 | 781 | - | 0.0067 | +| 0.2184 | 782 | - | 0.0068 | +| 0.2187 | 783 | - | 0.0069 | +| 0.2190 | 784 | - | 0.0070 | +| 0.2193 | 785 | - | 0.0071 | +| 0.2196 | 786 | - | 0.0072 | +| 0.2198 | 787 | - | 0.0072 | +| 0.2201 | 788 | - | 0.0072 | +| 0.2204 | 789 | - | 0.0072 | +| 0.2207 | 790 | - | 0.0072 | +| 0.2209 | 791 | - | 0.0073 | +| 0.2212 | 792 | - | 0.0073 | +| 0.2215 | 793 | - | 0.0074 | +| 0.2218 | 794 | - | 0.0075 | +| 0.2221 | 795 | - | 0.0075 | +| 0.2223 | 796 | - | 0.0075 | +| 0.2226 | 797 | - | 0.0076 | +| 0.2229 | 798 | - | 0.0077 | +| 0.2232 | 799 | - | 0.0077 | +| 0.2235 | 800 | - | 0.0078 | +| 0.2237 | 801 | - | 0.0077 | +| 0.2240 | 802 | - | 0.0077 | +| 0.2243 | 803 | - | 0.0077 | +| 0.2246 | 804 | - | 0.0077 | +| 0.2249 | 805 | - | 0.0078 | +| 0.2251 | 806 | - | 0.0078 | +| 0.2254 | 807 | - | 0.0078 | +| 0.2257 | 808 | - | 0.0078 | +| 0.2260 | 809 | - | 0.0078 | +| 0.2263 | 810 | - | 0.0078 | +| 0.2265 | 811 | - | 0.0079 | +| 0.2268 | 812 | - | 0.0079 | +| 0.2271 | 813 | - | 0.0080 | +| 0.2274 | 814 | - | 0.0080 | +| 0.2277 | 815 | - | 0.0080 | +| 0.2279 | 816 | - | 0.0080 | +| 0.2282 | 817 | - | 0.0080 | +| 0.2285 | 818 | - | 0.0081 | +| 0.2288 | 819 | - | 0.0081 | +| 0.2291 | 820 | - | 0.0081 | +| 0.2293 | 821 | - | 0.0081 | +| 0.2296 | 822 | - | 0.0081 | +| 0.2299 | 823 | - 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| 0.0095 | +| 0.3031 | 1085 | - | 0.0096 | +| 0.3034 | 1086 | - | 0.0095 | +| 0.3036 | 1087 | - | 0.0096 | +| 0.3039 | 1088 | - | 0.0095 | +| 0.3042 | 1089 | - | 0.0095 | +| 0.3045 | 1090 | - | 0.0095 | +| 0.3047 | 1091 | - | 0.0095 | +| 0.3050 | 1092 | - | 0.0095 | +| 0.3053 | 1093 | - | 0.0095 | +| 0.3056 | 1094 | - | 0.0094 | +| 0.3059 | 1095 | - | 0.0094 | +| 0.3061 | 1096 | - | 0.0095 | +| 0.3064 | 1097 | - | 0.0096 | +| 0.3067 | 1098 | - | 0.0096 | +| 0.3070 | 1099 | - | 0.0095 | +| 0.3073 | 1100 | - | 0.0096 | +| 0.3075 | 1101 | - | 0.0095 | +| 0.3078 | 1102 | - | 0.0096 | +| 0.3081 | 1103 | - | 0.0097 | +| 0.3084 | 1104 | - | 0.0097 | +| 0.3087 | 1105 | - | 0.0098 | +| 0.3089 | 1106 | - | 0.0098 | +| 0.3092 | 1107 | - | 0.0099 | +| 0.3095 | 1108 | - | 0.0100 | +| 0.3098 | 1109 | - | 0.0100 | +| 0.3101 | 1110 | - | 0.0100 | +| 0.3103 | 1111 | - | 0.0101 | +| 0.3106 | 1112 | - | 0.0101 | +| 0.3109 | 1113 | - | 0.0102 | +| 0.3112 | 1114 | - | 0.0102 | +| 0.3115 | 1115 | - | 0.0103 | +| 0.3117 | 1116 | - 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| 0.0088 | +| 0.3746 | 1341 | - | 0.0088 | +| 0.3749 | 1342 | - | 0.0090 | +| 0.3751 | 1343 | - | 0.0091 | +| 0.3754 | 1344 | - | 0.0092 | +| 0.3757 | 1345 | - | 0.0092 | +| 0.3760 | 1346 | - | 0.0093 | +| 0.3763 | 1347 | - | 0.0094 | +| 0.3765 | 1348 | - | 0.0094 | +| 0.3768 | 1349 | - | 0.0095 | +| 0.3771 | 1350 | - | 0.0094 | +| 0.3774 | 1351 | - | 0.0095 | +| 0.3777 | 1352 | - | 0.0094 | +| 0.3779 | 1353 | - | 0.0094 | +| 0.3782 | 1354 | - | 0.0095 | +| 0.3785 | 1355 | - | 0.0095 | +| 0.3788 | 1356 | - | 0.0094 | +| 0.3791 | 1357 | - | 0.0093 | +| 0.3793 | 1358 | - | 0.0092 | +| 0.3796 | 1359 | - | 0.0092 | +| 0.3799 | 1360 | - | 0.0092 | +| 0.3802 | 1361 | - | 0.0093 | +| 0.3804 | 1362 | - | 0.0093 | +| 0.3807 | 1363 | - | 0.0093 | +| 0.3810 | 1364 | - | 0.0093 | +| 0.3813 | 1365 | - | 0.0093 | +| 0.3816 | 1366 | - | 0.0093 | +| 0.3818 | 1367 | - | 0.0093 | +| 0.3821 | 1368 | - | 0.0092 | +| 0.3824 | 1369 | - | 0.0093 | +| 0.3827 | 1370 | - | 0.0093 | +| 0.3830 | 1371 | - | 0.0093 | +| 0.3832 | 1372 | - 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| 0.0094 | +| 0.3925 | 1405 | - | 0.0095 | +| 0.3927 | 1406 | - | 0.0094 | +| 0.3930 | 1407 | - | 0.0094 | +| 0.3933 | 1408 | - | 0.0094 | +| 0.3936 | 1409 | - | 0.0094 | +| 0.3939 | 1410 | - | 0.0093 | +| 0.3941 | 1411 | - | 0.0093 | +| 0.3944 | 1412 | - | 0.0092 | +| 0.3947 | 1413 | - | 0.0092 | +| 0.3950 | 1414 | - | 0.0093 | +| 0.3953 | 1415 | - | 0.0093 | +| 0.3955 | 1416 | - | 0.0094 | +| 0.3958 | 1417 | - | 0.0094 | +| 0.3961 | 1418 | - | 0.0095 | +| 0.3964 | 1419 | - | 0.0096 | +| 0.3966 | 1420 | - | 0.0095 | +| 0.3969 | 1421 | - | 0.0095 | +| 0.3972 | 1422 | - | 0.0096 | +| 0.3975 | 1423 | - | 0.0096 | +| 0.3978 | 1424 | - | 0.0096 | +| 0.3980 | 1425 | - | 0.0096 | +| 0.3983 | 1426 | - | 0.0096 | +| 0.3986 | 1427 | - | 0.0096 | +| 0.3989 | 1428 | - | 0.0096 | +| 0.3992 | 1429 | - | 0.0096 | +| 0.3994 | 1430 | - | 0.0096 | +| 0.3997 | 1431 | - | 0.0096 | +| 0.4 | 1432 | - | 0.0096 | +| 0.4003 | 1433 | - | 0.0097 | +| 0.4006 | 1434 | - | 0.0097 | +| 0.4008 | 1435 | - | 0.0097 | +| 0.4011 | 1436 | - 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| 0.0090 | +| 0.4732 | 1694 | - | 0.0090 | +| 0.4735 | 1695 | - | 0.0090 | +| 0.4737 | 1696 | - | 0.0089 | +| 0.4740 | 1697 | - | 0.0089 | +| 0.4743 | 1698 | - | 0.0089 | +| 0.4746 | 1699 | - | 0.0089 | +| 0.4749 | 1700 | - | 0.0089 | +| 0.4751 | 1701 | - | 0.0088 | +| 0.4754 | 1702 | - | 0.0088 | +| 0.4757 | 1703 | - | 0.0088 | +| 0.4760 | 1704 | - | 0.0089 | +| 0.4763 | 1705 | - | 0.0088 | +| 0.4765 | 1706 | - | 0.0088 | +| 0.4768 | 1707 | - | 0.0088 | +| 0.4771 | 1708 | - | 0.0087 | +| 0.4774 | 1709 | - | 0.0087 | +| 0.4777 | 1710 | - | 0.0087 | +| 0.4779 | 1711 | - | 0.0088 | +| 0.4782 | 1712 | - | 0.0088 | +| 0.4785 | 1713 | - | 0.0089 | +| 0.4788 | 1714 | - | 0.0090 | +| 0.4791 | 1715 | - | 0.0092 | +| 0.4793 | 1716 | - | 0.0092 | +| 0.4796 | 1717 | - | 0.0092 | +| 0.4799 | 1718 | - | 0.0093 | +| 0.4802 | 1719 | - | 0.0094 | +| 0.4804 | 1720 | - | 0.0095 | +| 0.4807 | 1721 | - | 0.0096 | +| 0.4810 | 1722 | - | 0.0097 | +| 0.4813 | 1723 | - | 0.0098 | +| 0.4816 | 1724 | - | 0.0099 | +| 0.4818 | 1725 | - | 0.0099 | +| 0.4821 | 1726 | - | 0.0101 | +| 0.4824 | 1727 | - | 0.0101 | +| 0.4827 | 1728 | - | 0.0102 | +| 0.4830 | 1729 | - | 0.0102 | +| 0.4832 | 1730 | - | 0.0103 | +| 0.4835 | 1731 | - | 0.0103 | +| 0.4838 | 1732 | - | 0.0103 | +| 0.4841 | 1733 | - | 0.0104 | +| 0.4844 | 1734 | - | 0.0105 | +| 0.4846 | 1735 | - | 0.0105 | +| 0.4849 | 1736 | - | 0.0105 | +| 0.4852 | 1737 | - | 0.0107 | +| 0.4855 | 1738 | - | 0.0108 | +| 0.4858 | 1739 | - | 0.0107 | +| 0.4860 | 1740 | - | 0.0107 | +| 0.4863 | 1741 | - | 0.0108 | +| 0.4866 | 1742 | - | 0.0109 | +| 0.4869 | 1743 | - | 0.0109 | +| 0.4872 | 1744 | - | 0.0110 | +| 0.4874 | 1745 | - | 0.0109 | +| 0.4877 | 1746 | - | 0.0110 | +| 0.4880 | 1747 | - | 0.0110 | +| 0.4883 | 1748 | - | 0.0110 | +| 0.4885 | 1749 | - | 0.0111 | +| 0.4888 | 1750 | - | 0.0111 | +| 0.4891 | 1751 | - | 0.0110 | +| 0.4894 | 1752 | - | 0.0110 | +| 0.4897 | 1753 | - | 0.0111 | +| 0.4899 | 1754 | - | 0.0110 | +| 0.4902 | 1755 | - | 0.0110 | +| 0.4905 | 1756 | - | 0.0110 | +| 0.4908 | 1757 | - | 0.0109 | +| 0.4911 | 1758 | - | 0.0110 | +| 0.4913 | 1759 | - | 0.0109 | +| 0.4916 | 1760 | - | 0.0109 | +| 0.4919 | 1761 | - | 0.0109 | +| 0.4922 | 1762 | - | 0.0109 | +| 0.4925 | 1763 | - | 0.0109 | +| 0.4927 | 1764 | - | 0.0109 | +| 0.4930 | 1765 | - | 0.0109 | +| 0.4933 | 1766 | - | 0.0109 | +| 0.4936 | 1767 | - | 0.0108 | +| 0.4939 | 1768 | - | 0.0108 | +| 0.4941 | 1769 | - | 0.0107 | +| 0.4944 | 1770 | - | 0.0107 | +| 0.4947 | 1771 | - | 0.0107 | +| 0.4950 | 1772 | - | 0.0106 | +| 0.4953 | 1773 | - | 0.0106 | +| 0.4955 | 1774 | - | 0.0106 | +| 0.4958 | 1775 | - | 0.0106 | +| 0.4961 | 1776 | - | 0.0105 | +| 0.4964 | 1777 | - | 0.0104 | +| 0.4966 | 1778 | - | 0.0104 | +| 0.4969 | 1779 | - | 0.0103 | +| 0.4972 | 1780 | - | 0.0104 | +| 0.4975 | 1781 | - | 0.0103 | +| 0.4978 | 1782 | - | 0.0103 | +| 0.4980 | 1783 | - | 0.0103 | +| 0.4983 | 1784 | - | 0.0103 | +| 0.4986 | 1785 | - | 0.0103 | +| 0.4989 | 1786 | - | 0.0103 | +| 0.4992 | 1787 | - | 0.0102 | +| 0.4994 | 1788 | - | 0.0101 | +| 0.4997 | 1789 | - | 0.0101 | +| 0.5 | 1790 | - | 0.0101 | +| 0.5003 | 1791 | - | 0.0100 | +| 0.5006 | 1792 | - | 0.0100 | +| 0.5008 | 1793 | - | 0.0101 | +| 0.5011 | 1794 | - | 0.0100 | +| 0.5014 | 1795 | - | 0.0100 | +| 0.5017 | 1796 | - | 0.0100 | +| 0.5020 | 1797 | - | 0.0100 | +| 0.5022 | 1798 | - | 0.0100 | +| 0.5025 | 1799 | - | 0.0101 | +| 0.5028 | 1800 | - | 0.0101 | +| 0.5031 | 1801 | - | 0.0101 | +| 0.5034 | 1802 | - | 0.0101 | +| 0.5036 | 1803 | - | 0.0102 | +| 0.5039 | 1804 | - | 0.0102 | +| 0.5042 | 1805 | - | 0.0103 | +| 0.5045 | 1806 | - | 0.0103 | +| 0.5047 | 1807 | - | 0.0103 | +| 0.5050 | 1808 | - | 0.0104 | +| 0.5053 | 1809 | - | 0.0104 | +| 0.5056 | 1810 | - | 0.0105 | +| 0.5059 | 1811 | - | 0.0105 | +| 0.5061 | 1812 | - | 0.0105 | +| 0.5064 | 1813 | - | 0.0105 | +| 0.5067 | 1814 | - | 0.0106 | +| 0.5070 | 1815 | - | 0.0106 | +| 0.5073 | 1816 | - | 0.0106 | +| 0.5075 | 1817 | - | 0.0106 | +| 0.5078 | 1818 | - | 0.0106 | +| 0.5081 | 1819 | - | 0.0106 | +| 0.5084 | 1820 | - | 0.0105 | +| 0.5087 | 1821 | - | 0.0105 | +| 0.5089 | 1822 | - | 0.0105 | +| 0.5092 | 1823 | - | 0.0105 | +| 0.5095 | 1824 | - | 0.0105 | +| 0.5098 | 1825 | - | 0.0105 | +| 0.5101 | 1826 | - | 0.0105 | +| 0.5103 | 1827 | - | 0.0105 | +| 0.5106 | 1828 | - | 0.0105 | +| 0.5109 | 1829 | - | 0.0106 | +| 0.5112 | 1830 | - | 0.0106 | +| 0.5115 | 1831 | - | 0.0107 | +| 0.5117 | 1832 | - | 0.0106 | +| 0.5120 | 1833 | - | 0.0106 | +| 0.5123 | 1834 | - | 0.0105 | +| 0.5126 | 1835 | - | 0.0106 | +| 0.5128 | 1836 | - | 0.0105 | +| 0.5131 | 1837 | - | 0.0105 | +| 0.5134 | 1838 | - | 0.0104 | +| 0.5137 | 1839 | - | 0.0104 | +| 0.5140 | 1840 | - | 0.0105 | +| 0.5142 | 1841 | - | 0.0104 | +| 0.5145 | 1842 | - | 0.0105 | +| 0.5148 | 1843 | - | 0.0105 | +| 0.5151 | 1844 | - | 0.0105 | +| 0.5154 | 1845 | - | 0.0104 | +| 0.5156 | 1846 | - | 0.0103 | +| 0.5159 | 1847 | - | 0.0104 | +| 0.5162 | 1848 | - | 0.0105 | +| 0.5165 | 1849 | - | 0.0104 | +| 0.5168 | 1850 | - | 0.0104 | +| 0.5170 | 1851 | - | 0.0105 | +| 0.5173 | 1852 | - | 0.0104 | +| 0.5176 | 1853 | - | 0.0105 | +| 0.5179 | 1854 | - | 0.0104 | +| 0.5182 | 1855 | - | 0.0106 | +| 0.5184 | 1856 | - | 0.0105 | +| 0.5187 | 1857 | - | 0.0105 | +| 0.5190 | 1858 | - | 0.0106 | +| 0.5193 | 1859 | - | 0.0105 | +| 0.5196 | 1860 | - | 0.0105 | +| 0.5198 | 1861 | - | 0.0105 | +| 0.5201 | 1862 | - | 0.0104 | +| 0.5204 | 1863 | - | 0.0103 | +| 0.5207 | 1864 | - | 0.0102 | +| 0.5209 | 1865 | - | 0.0102 | +| 0.5212 | 1866 | - | 0.0102 | +| 0.5215 | 1867 | - | 0.0102 | +| 0.5218 | 1868 | - | 0.0101 | +| 0.5221 | 1869 | - | 0.0101 | +| 0.5223 | 1870 | - | 0.0101 | +| 0.5226 | 1871 | - | 0.0101 | +| 0.5229 | 1872 | - | 0.0101 | +| 0.5232 | 1873 | - | 0.0101 | +| 0.5235 | 1874 | - | 0.0102 | +| 0.5237 | 1875 | - | 0.0101 | +| 0.5240 | 1876 | - | 0.0101 | +| 0.5243 | 1877 | - | 0.0101 | +| 0.5246 | 1878 | - | 0.0101 | +| 0.5249 | 1879 | - | 0.0101 | +| 0.5251 | 1880 | - | 0.0101 | +| 0.5254 | 1881 | - | 0.0101 | +| 0.5257 | 1882 | - | 0.0101 | +| 0.5260 | 1883 | - | 0.0101 | +| 0.5263 | 1884 | - | 0.0101 | +| 0.5265 | 1885 | - | 0.0101 | +| 0.5268 | 1886 | - | 0.0101 | +| 0.5271 | 1887 | - | 0.0101 | +| 0.5274 | 1888 | - | 0.0101 | +| 0.5277 | 1889 | - | 0.0101 | +| 0.5279 | 1890 | - | 0.0101 | +| 0.5282 | 1891 | - | 0.0099 | +| 0.5285 | 1892 | - | 0.0099 | +| 0.5288 | 1893 | - | 0.0099 | +| 0.5291 | 1894 | - | 0.0099 | +| 0.5293 | 1895 | - | 0.0099 | +| 0.5296 | 1896 | - | 0.0099 | +| 0.5299 | 1897 | - | 0.0099 | +| 0.5302 | 1898 | - | 0.0099 | +| 0.5304 | 1899 | - | 0.0098 | +| 0.5307 | 1900 | - | 0.0099 | +| 0.5310 | 1901 | - | 0.0099 | +| 0.5313 | 1902 | - | 0.0099 | +| 0.5316 | 1903 | - | 0.0099 | +| 0.5318 | 1904 | - | 0.0099 | +| 0.5321 | 1905 | - | 0.0100 | +| 0.5324 | 1906 | - | 0.0100 | +| 0.5327 | 1907 | - | 0.0101 | +| 0.5330 | 1908 | - | 0.0101 | +| 0.5332 | 1909 | - | 0.0102 | +| 0.5335 | 1910 | - | 0.0103 | +| 0.5338 | 1911 | - | 0.0103 | +| 0.5341 | 1912 | - | 0.0104 | +| 0.5344 | 1913 | - | 0.0105 | +| 0.5346 | 1914 | - | 0.0106 | +| 0.5349 | 1915 | - | 0.0107 | +| 0.5352 | 1916 | - | 0.0108 | +| 0.5355 | 1917 | - | 0.0108 | +| 0.5358 | 1918 | - | 0.0108 | +| 0.5360 | 1919 | - | 0.0107 | +| 0.5363 | 1920 | - | 0.0107 | +| 0.5366 | 1921 | - | 0.0107 | +| 0.5369 | 1922 | - | 0.0106 | +| 0.5372 | 1923 | - | 0.0106 | +| 0.5374 | 1924 | - | 0.0105 | +| 0.5377 | 1925 | - | 0.0105 | +| 0.5380 | 1926 | - | 0.0104 | +| 0.5383 | 1927 | - | 0.0103 | +| 0.5385 | 1928 | - | 0.0103 | +| 0.5388 | 1929 | - | 0.0104 | +| 0.5391 | 1930 | - | 0.0103 | +| 0.5394 | 1931 | - | 0.0103 | +| 0.5397 | 1932 | - | 0.0102 | +| 0.5399 | 1933 | - | 0.0102 | +| 0.5402 | 1934 | - | 0.0101 | +| 0.5405 | 1935 | - | 0.0100 | +| 0.5408 | 1936 | - | 0.0101 | +| 0.5411 | 1937 | - | 0.0101 | +| 0.5413 | 1938 | - | 0.0101 | +| 0.5416 | 1939 | - | 0.0101 | +| 0.5419 | 1940 | - | 0.0101 | +| 0.5422 | 1941 | - | 0.0101 | +| 0.5425 | 1942 | - | 0.0101 | +| 0.5427 | 1943 | - | 0.0101 | +| 0.5430 | 1944 | - | 0.0101 | +| 0.5433 | 1945 | - | 0.0102 | +| 0.5436 | 1946 | - | 0.0101 | +| 0.5439 | 1947 | - | 0.0102 | +| 0.5441 | 1948 | - | 0.0102 | +| 0.5444 | 1949 | - | 0.0101 | +| 0.5447 | 1950 | - | 0.0102 | +| 0.5450 | 1951 | - | 0.0102 | +| 0.5453 | 1952 | - | 0.0102 | +| 0.5455 | 1953 | - | 0.0102 | +| 0.5458 | 1954 | - | 0.0102 | +| 0.5461 | 1955 | - | 0.0102 | +| 0.5464 | 1956 | - | 0.0102 | +| 0.5466 | 1957 | - | 0.0102 | +| 0.5469 | 1958 | - | 0.0103 | +| 0.5472 | 1959 | - | 0.0103 | +| 0.5475 | 1960 | - | 0.0103 | +| 0.5478 | 1961 | - | 0.0103 | +| 0.5480 | 1962 | - | 0.0103 | +| 0.5483 | 1963 | - | 0.0103 | +| 0.5486 | 1964 | - | 0.0103 | +| 0.5489 | 1965 | - | 0.0102 | +| 0.5492 | 1966 | - | 0.0102 | +| 0.5494 | 1967 | - | 0.0103 | +| 0.5497 | 1968 | - | 0.0104 | +| 0.55 | 1969 | - | 0.0104 | +| 0.5503 | 1970 | - | 0.0105 | +| 0.5506 | 1971 | - | 0.0105 | +| 0.5508 | 1972 | - | 0.0106 | +| 0.5511 | 1973 | - | 0.0106 | +| 0.5514 | 1974 | - | 0.0106 | +| 0.5517 | 1975 | - | 0.0106 | +| 0.5520 | 1976 | - | 0.0107 | +| 0.5522 | 1977 | - | 0.0108 | +| 0.5525 | 1978 | - | 0.0109 | +| 0.5528 | 1979 | - | 0.0110 | +| 0.5531 | 1980 | - | 0.0111 | +| 0.5534 | 1981 | - | 0.0112 | +| 0.5536 | 1982 | - | 0.0111 | +| 0.5539 | 1983 | - | 0.0111 | +| 0.5542 | 1984 | - | 0.0112 | +| 0.5545 | 1985 | - | 0.0112 | +| 0.5547 | 1986 | - | 0.0112 | +| 0.5550 | 1987 | - | 0.0112 | +| 0.5553 | 1988 | - | 0.0113 | +| 0.5556 | 1989 | - | 0.0113 | +| 0.5559 | 1990 | - | 0.0113 | +| 0.5561 | 1991 | - | 0.0114 | +| 0.5564 | 1992 | - | 0.0115 | +| 0.5567 | 1993 | - | 0.0115 | +| 0.5570 | 1994 | - | 0.0115 | +| 0.5573 | 1995 | - | 0.0115 | +| 0.5575 | 1996 | - | 0.0116 | +| 0.5578 | 1997 | - | 0.0115 | +| 0.5581 | 1998 | - | 0.0116 | +| 0.5584 | 1999 | - | 0.0116 | +| 0.5587 | 2000 | 0.3784 | 0.0117 | +| 0.5589 | 2001 | - | 0.0118 | +| 0.5592 | 2002 | - | 0.0118 | +| 0.5595 | 2003 | - | 0.0118 | +| 0.5598 | 2004 | - | 0.0118 | +| 0.5601 | 2005 | - | 0.0118 | +| 0.5603 | 2006 | - | 0.0117 | +| 0.5606 | 2007 | - | 0.0117 | +| 0.5609 | 2008 | - | 0.0117 | +| 0.5612 | 2009 | - | 0.0118 | +| 0.5615 | 2010 | - | 0.0117 | +| 0.5617 | 2011 | - | 0.0117 | +| 0.5620 | 2012 | - | 0.0117 | +| 0.5623 | 2013 | - | 0.0115 | +| 0.5626 | 2014 | - | 0.0114 | +| 0.5628 | 2015 | - | 0.0114 | +| 0.5631 | 2016 | - | 0.0114 | +| 0.5634 | 2017 | - | 0.0113 | +| 0.5637 | 2018 | - | 0.0112 | +| 0.5640 | 2019 | - | 0.0112 | +| 0.5642 | 2020 | - | 0.0111 | +| 0.5645 | 2021 | - | 0.0112 | +| 0.5648 | 2022 | - | 0.0111 | +| 0.5651 | 2023 | - | 0.0111 | +| 0.5654 | 2024 | - | 0.0111 | +| 0.5656 | 2025 | - | 0.0111 | +| 0.5659 | 2026 | - | 0.0111 | +| 0.5662 | 2027 | - | 0.0110 | +| 0.5665 | 2028 | - | 0.0110 | +| 0.5668 | 2029 | - | 0.0110 | +| 0.5670 | 2030 | - | 0.0110 | +| 0.5673 | 2031 | - | 0.0110 | +| 0.5676 | 2032 | - | 0.0110 | +| 0.5679 | 2033 | - | 0.0110 | +| 0.5682 | 2034 | - | 0.0110 | +| 0.5684 | 2035 | - | 0.0111 | +| 0.5687 | 2036 | - | 0.0111 | +| 0.5690 | 2037 | - | 0.0111 | +| 0.5693 | 2038 | - | 0.0112 | +| 0.5696 | 2039 | - | 0.0113 | +| 0.5698 | 2040 | - | 0.0113 | +| 0.5701 | 2041 | - | 0.0114 | +| 0.5704 | 2042 | - | 0.0114 | +| 0.5707 | 2043 | - | 0.0114 | +| 0.5709 | 2044 | - | 0.0113 | +| 0.5712 | 2045 | - | 0.0113 | +| 0.5715 | 2046 | - | 0.0114 | +| 0.5718 | 2047 | - | 0.0113 | +| 0.5721 | 2048 | - | 0.0114 | +| 0.5723 | 2049 | - | 0.0113 | +| 0.5726 | 2050 | - | 0.0113 | +| 0.5729 | 2051 | - | 0.0113 | +| 0.5732 | 2052 | - | 0.0113 | +| 0.5735 | 2053 | - | 0.0112 | +| 0.5737 | 2054 | - | 0.0112 | +| 0.5740 | 2055 | - | 0.0112 | +| 0.5743 | 2056 | - | 0.0112 | +| 0.5746 | 2057 | - | 0.0112 | +| 0.5749 | 2058 | - | 0.0112 | +| 0.5751 | 2059 | - | 0.0112 | +| 0.5754 | 2060 | - | 0.0112 | +| 0.5757 | 2061 | - | 0.0111 | +| 0.5760 | 2062 | - | 0.0111 | +| 0.5763 | 2063 | - | 0.0111 | +| 0.5765 | 2064 | - | 0.0110 | +| 0.5768 | 2065 | - | 0.0111 | +| 0.5771 | 2066 | - | 0.0111 | +| 0.5774 | 2067 | - | 0.0111 | +| 0.5777 | 2068 | - | 0.0111 | +| 0.5779 | 2069 | - | 0.0111 | +| 0.5782 | 2070 | - | 0.0111 | +| 0.5785 | 2071 | - | 0.0112 | +| 0.5788 | 2072 | - | 0.0112 | +| 0.5791 | 2073 | - | 0.0112 | +| 0.5793 | 2074 | - | 0.0112 | +| 0.5796 | 2075 | - | 0.0112 | +| 0.5799 | 2076 | - | 0.0112 | +| 0.5802 | 2077 | - | 0.0112 | +| 0.5804 | 2078 | - | 0.0112 | +| 0.5807 | 2079 | - | 0.0112 | +| 0.5810 | 2080 | - | 0.0112 | +| 0.5813 | 2081 | - | 0.0112 | +| 0.5816 | 2082 | - | 0.0111 | +| 0.5818 | 2083 | - | 0.0111 | +| 0.5821 | 2084 | - | 0.0110 | +| 0.5824 | 2085 | - | 0.0110 | +| 0.5827 | 2086 | - | 0.0110 | +| 0.5830 | 2087 | - | 0.0110 | +| 0.5832 | 2088 | - | 0.0110 | +| 0.5835 | 2089 | - | 0.0110 | +| 0.5838 | 2090 | - | 0.0110 | +| 0.5841 | 2091 | - | 0.0110 | +| 0.5844 | 2092 | - | 0.0111 | +| 0.5846 | 2093 | - | 0.0110 | +| 0.5849 | 2094 | - | 0.0109 | +| 0.5852 | 2095 | - | 0.0109 | +| 0.5855 | 2096 | - | 0.0109 | +| 0.5858 | 2097 | - | 0.0108 | +| 0.5860 | 2098 | - | 0.0107 | +| 0.5863 | 2099 | - | 0.0107 | +| 0.5866 | 2100 | - | 0.0107 | +| 0.5869 | 2101 | - | 0.0106 | +| 0.5872 | 2102 | - | 0.0105 | +| 0.5874 | 2103 | - | 0.0106 | +| 0.5877 | 2104 | - | 0.0105 | +| 0.5880 | 2105 | - | 0.0105 | +| 0.5883 | 2106 | - | 0.0105 | +| 0.5885 | 2107 | - | 0.0105 | +| 0.5888 | 2108 | - | 0.0105 | +| 0.5891 | 2109 | - | 0.0104 | +| 0.5894 | 2110 | - | 0.0104 | +| 0.5897 | 2111 | - | 0.0104 | +| 0.5899 | 2112 | - | 0.0103 | +| 0.5902 | 2113 | - | 0.0104 | +| 0.5905 | 2114 | - | 0.0104 | +| 0.5908 | 2115 | - | 0.0105 | +| 0.5911 | 2116 | - | 0.0105 | +| 0.5913 | 2117 | - | 0.0105 | +| 0.5916 | 2118 | - | 0.0104 | +| 0.5919 | 2119 | - | 0.0104 | +| 0.5922 | 2120 | - | 0.0102 | +| 0.5925 | 2121 | - | 0.0102 | +| 0.5927 | 2122 | - | 0.0101 | +| 0.5930 | 2123 | - | 0.0100 | +| 0.5933 | 2124 | - | 0.0100 | +| 0.5936 | 2125 | - | 0.0100 | +| 0.5939 | 2126 | - | 0.0099 | +| 0.5941 | 2127 | - | 0.0098 | +| 0.5944 | 2128 | - | 0.0098 | +| 0.5947 | 2129 | - | 0.0098 | +| 0.5950 | 2130 | - | 0.0099 | +| 0.5953 | 2131 | - | 0.0099 | +| 0.5955 | 2132 | - | 0.0099 | +| 0.5958 | 2133 | - | 0.0101 | +| 0.5961 | 2134 | - | 0.0102 | +| 0.5964 | 2135 | - | 0.0103 | +| 0.5966 | 2136 | - | 0.0104 | +| 0.5969 | 2137 | - | 0.0105 | +| 0.5972 | 2138 | - | 0.0106 | +| 0.5975 | 2139 | - | 0.0107 | +| 0.5978 | 2140 | - | 0.0108 | +| 0.5980 | 2141 | - | 0.0108 | +| 0.5983 | 2142 | - | 0.0108 | +| 0.5986 | 2143 | - | 0.0108 | +| 0.5989 | 2144 | - | 0.0109 | +| 0.5992 | 2145 | - | 0.0110 | +| 0.5994 | 2146 | - | 0.0110 | +| 0.5997 | 2147 | - | 0.0110 | +| 0.6 | 2148 | - | 0.0110 | +| 0.6003 | 2149 | - | 0.0110 | +| 0.6006 | 2150 | - | 0.0110 | +| 0.6008 | 2151 | - | 0.0110 | +| 0.6011 | 2152 | - | 0.0110 | +| 0.6014 | 2153 | - | 0.0111 | +| 0.6017 | 2154 | - | 0.0111 | +| 0.6020 | 2155 | - | 0.0112 | +| 0.6022 | 2156 | - | 0.0111 | +| 0.6025 | 2157 | - | 0.0112 | +| 0.6028 | 2158 | - | 0.0113 | +| 0.6031 | 2159 | - | 0.0112 | +| 0.6034 | 2160 | - | 0.0112 | +| 0.6036 | 2161 | - | 0.0113 | +| 0.6039 | 2162 | - | 0.0113 | +| 0.6042 | 2163 | - | 0.0113 | +| 0.6045 | 2164 | - | 0.0112 | +| 0.6047 | 2165 | - | 0.0111 | +| 0.6050 | 2166 | - | 0.0111 | +| 0.6053 | 2167 | - | 0.0111 | +| 0.6056 | 2168 | - | 0.0110 | +| 0.6059 | 2169 | - | 0.0110 | +| 0.6061 | 2170 | - | 0.0110 | +| 0.6064 | 2171 | - | 0.0110 | +| 0.6067 | 2172 | - | 0.0110 | +| 0.6070 | 2173 | - | 0.0109 | +| 0.6073 | 2174 | - | 0.0110 | +| 0.6075 | 2175 | - | 0.0110 | +| 0.6078 | 2176 | - | 0.0110 | +| 0.6081 | 2177 | - | 0.0110 | +| 0.6084 | 2178 | - | 0.0111 | +| 0.6087 | 2179 | - | 0.0111 | +| 0.6089 | 2180 | - | 0.0111 | +| 0.6092 | 2181 | - | 0.0111 | +| 0.6095 | 2182 | - | 0.0111 | +| 0.6098 | 2183 | - | 0.0111 | +| 0.6101 | 2184 | - | 0.0111 | +| 0.6103 | 2185 | - | 0.0111 | +| 0.6106 | 2186 | - | 0.0111 | +| 0.6109 | 2187 | - | 0.0111 | +| 0.6112 | 2188 | - | 0.0111 | +| 0.6115 | 2189 | - | 0.0112 | +| 0.6117 | 2190 | - | 0.0112 | +| 0.6120 | 2191 | - | 0.0112 | +| 0.6123 | 2192 | - | 0.0113 | +| 0.6126 | 2193 | - | 0.0113 | +| 0.6128 | 2194 | - | 0.0113 | +| 0.6131 | 2195 | - | 0.0114 | +| 0.6134 | 2196 | - | 0.0114 | +| 0.6137 | 2197 | - | 0.0114 | +| 0.6140 | 2198 | - | 0.0115 | +| 0.6142 | 2199 | - | 0.0115 | +| 0.6145 | 2200 | - | 0.0115 | +| 0.6148 | 2201 | - | 0.0115 | +| 0.6151 | 2202 | - | 0.0115 | +| 0.6154 | 2203 | - | 0.0116 | +| 0.6156 | 2204 | - | 0.0115 | +| 0.6159 | 2205 | - | 0.0116 | +| 0.6162 | 2206 | - | 0.0116 | +| 0.6165 | 2207 | - | 0.0116 | +| 0.6168 | 2208 | - | 0.0116 | +| 0.6170 | 2209 | - | 0.0115 | +| 0.6173 | 2210 | - | 0.0116 | +| 0.6176 | 2211 | - | 0.0116 | +| 0.6179 | 2212 | - | 0.0116 | +| 0.6182 | 2213 | - | 0.0116 | +| 0.6184 | 2214 | - | 0.0116 | +| 0.6187 | 2215 | - | 0.0117 | +| 0.6190 | 2216 | - | 0.0117 | +| 0.6193 | 2217 | - | 0.0117 | +| 0.6196 | 2218 | - | 0.0117 | +| 0.6198 | 2219 | - | 0.0117 | +| 0.6201 | 2220 | - | 0.0119 | +| 0.6204 | 2221 | - | 0.0119 | +| 0.6207 | 2222 | - | 0.0120 | +| 0.6209 | 2223 | - | 0.0121 | +| 0.6212 | 2224 | - | 0.0121 | +| 0.6215 | 2225 | - | 0.0121 | +| 0.6218 | 2226 | - | 0.0121 | +| 0.6221 | 2227 | - | 0.0122 | +| 0.6223 | 2228 | - | 0.0122 | +| 0.6226 | 2229 | - | 0.0123 | +| 0.6229 | 2230 | - | 0.0124 | +| 0.6232 | 2231 | - | 0.0124 | +| 0.6235 | 2232 | - | 0.0123 | +| 0.6237 | 2233 | - | 0.0123 | +| 0.6240 | 2234 | - | 0.0123 | +| 0.6243 | 2235 | - | 0.0123 | +| 0.6246 | 2236 | - | 0.0122 | +| 0.6249 | 2237 | - | 0.0123 | +| 0.6251 | 2238 | - | 0.0123 | +| 0.6254 | 2239 | - | 0.0123 | +| 0.6257 | 2240 | - | 0.0124 | +| 0.6260 | 2241 | - | 0.0124 | +| 0.6263 | 2242 | - | 0.0124 | +| 0.6265 | 2243 | - | 0.0123 | +| 0.6268 | 2244 | - | 0.0122 | +| 0.6271 | 2245 | - | 0.0122 | +| 0.6274 | 2246 | - | 0.0121 | +| 0.6277 | 2247 | - | 0.0121 | +| 0.6279 | 2248 | - | 0.0121 | +| 0.6282 | 2249 | - | 0.0120 | +| 0.6285 | 2250 | - | 0.0121 | +| 0.6288 | 2251 | - | 0.0122 | +| 0.6291 | 2252 | - | 0.0121 | +| 0.6293 | 2253 | - | 0.0121 | +| 0.6296 | 2254 | - | 0.0122 | +| 0.6299 | 2255 | - | 0.0122 | +| 0.6302 | 2256 | - | 0.0122 | +| 0.6304 | 2257 | - | 0.0122 | +| 0.6307 | 2258 | - | 0.0123 | +| 0.6310 | 2259 | - | 0.0123 | +| 0.6313 | 2260 | - | 0.0124 | +| 0.6316 | 2261 | - | 0.0123 | +| 0.6318 | 2262 | - | 0.0123 | +| 0.6321 | 2263 | - | 0.0122 | +| 0.6324 | 2264 | - | 0.0122 | +| 0.6327 | 2265 | - | 0.0122 | +| 0.6330 | 2266 | - | 0.0122 | +| 0.6332 | 2267 | - | 0.0121 | +| 0.6335 | 2268 | - | 0.0122 | +| 0.6338 | 2269 | - | 0.0122 | +| 0.6341 | 2270 | - | 0.0122 | +| 0.6344 | 2271 | - | 0.0121 | +| 0.6346 | 2272 | - | 0.0121 | +| 0.6349 | 2273 | - | 0.0121 | +| 0.6352 | 2274 | - | 0.0121 | +| 0.6355 | 2275 | - | 0.0121 | +| 0.6358 | 2276 | - | 0.0121 | +| 0.6360 | 2277 | - | 0.0121 | +| 0.6363 | 2278 | - | 0.0121 | +| 0.6366 | 2279 | - | 0.0121 | +| 0.6369 | 2280 | - | 0.0121 | +| 0.6372 | 2281 | - | 0.0121 | +| 0.6374 | 2282 | - | 0.0121 | +| 0.6377 | 2283 | - | 0.0121 | +| 0.6380 | 2284 | - | 0.0121 | +| 0.6383 | 2285 | - | 0.0121 | +| 0.6385 | 2286 | - | 0.0121 | +| 0.6388 | 2287 | - | 0.0121 | +| 0.6391 | 2288 | - | 0.0121 | +| 0.6394 | 2289 | - | 0.0121 | +| 0.6397 | 2290 | - | 0.0120 | +| 0.6399 | 2291 | - | 0.0120 | +| 0.6402 | 2292 | - | 0.0120 | +| 0.6405 | 2293 | - | 0.0120 | +| 0.6408 | 2294 | - | 0.0120 | +| 0.6411 | 2295 | - | 0.0121 | +| 0.6413 | 2296 | - | 0.0121 | +| 0.6416 | 2297 | - | 0.0122 | +| 0.6419 | 2298 | - | 0.0123 | +| 0.6422 | 2299 | - | 0.0125 | +| 0.6425 | 2300 | - | 0.0125 | +| 0.6427 | 2301 | - | 0.0125 | +| 0.6430 | 2302 | - | 0.0125 | +| 0.6433 | 2303 | - | 0.0126 | +| 0.6436 | 2304 | - | 0.0126 | +| 0.6439 | 2305 | - | 0.0125 | +| 0.6441 | 2306 | - | 0.0125 | +| 0.6444 | 2307 | - | 0.0126 | +| 0.6447 | 2308 | - | 0.0126 | +| 0.6450 | 2309 | - | 0.0127 | +| 0.6453 | 2310 | - | 0.0127 | +| 0.6455 | 2311 | - | 0.0127 | +| 0.6458 | 2312 | - | 0.0126 | +| 0.6461 | 2313 | - | 0.0127 | +| 0.6464 | 2314 | - | 0.0127 | +| 0.6466 | 2315 | - | 0.0127 | +| 0.6469 | 2316 | - | 0.0127 | +| 0.6472 | 2317 | - | 0.0127 | +| 0.6475 | 2318 | - | 0.0126 | +| 0.6478 | 2319 | - | 0.0128 | +| 0.6480 | 2320 | - | 0.0128 | +| 0.6483 | 2321 | - | 0.0128 | +| 0.6486 | 2322 | - | 0.0127 | +| 0.6489 | 2323 | - | 0.0128 | +| 0.6492 | 2324 | - | 0.0128 | +| 0.6494 | 2325 | - | 0.0128 | +| 0.6497 | 2326 | - | 0.0128 | +| 0.65 | 2327 | - | 0.0128 | +| 0.6503 | 2328 | - | 0.0128 | +| 0.6506 | 2329 | - | 0.0128 | +| 0.6508 | 2330 | - | 0.0127 | +| 0.6511 | 2331 | - | 0.0128 | +| 0.6514 | 2332 | - | 0.0128 | +| 0.6517 | 2333 | - | 0.0128 | +| 0.6520 | 2334 | - | 0.0129 | +| 0.6522 | 2335 | - | 0.0130 | +| 0.6525 | 2336 | - | 0.0129 | +| 0.6528 | 2337 | - | 0.0130 | +| 0.6531 | 2338 | - | 0.0130 | +| 0.6534 | 2339 | - | 0.0130 | +| 0.6536 | 2340 | - | 0.0131 | +| 0.6539 | 2341 | - | 0.0130 | +| 0.6542 | 2342 | - | 0.0130 | +| 0.6545 | 2343 | - | 0.0131 | +| 0.6547 | 2344 | - | 0.0130 | +| 0.6550 | 2345 | - | 0.0131 | +| 0.6553 | 2346 | - | 0.0131 | +| 0.6556 | 2347 | - | 0.0131 | +| 0.6559 | 2348 | - | 0.0131 | +| 0.6561 | 2349 | - | 0.0132 | +| 0.6564 | 2350 | - | 0.0132 | +| 0.6567 | 2351 | - | 0.0133 | +| 0.6570 | 2352 | - | 0.0133 | +| 0.6573 | 2353 | - | 0.0133 | +| 0.6575 | 2354 | - | 0.0133 | +| 0.6578 | 2355 | - | 0.0133 | +| 0.6581 | 2356 | - | 0.0132 | +| 0.6584 | 2357 | - | 0.0133 | +| 0.6587 | 2358 | - | 0.0132 | +| 0.6589 | 2359 | - | 0.0133 | +| 0.6592 | 2360 | - | 0.0133 | +| 0.6595 | 2361 | - | 0.0132 | +| 0.6598 | 2362 | - | 0.0132 | +| 0.6601 | 2363 | - | 0.0132 | +| 0.6603 | 2364 | - | 0.0131 | +| 0.6606 | 2365 | - | 0.0132 | +| 0.6609 | 2366 | - | 0.0132 | +| 0.6612 | 2367 | - | 0.0133 | +| 0.6615 | 2368 | - | 0.0133 | +| 0.6617 | 2369 | - | 0.0133 | +| 0.6620 | 2370 | - | 0.0134 | +| 0.6623 | 2371 | - | 0.0134 | +| 0.6626 | 2372 | - | 0.0134 | +| 0.6628 | 2373 | - | 0.0135 | +| 0.6631 | 2374 | - | 0.0135 | +| 0.6634 | 2375 | - | 0.0135 | +| 0.6637 | 2376 | - | 0.0136 | +| 0.6640 | 2377 | - | 0.0136 | +| 0.6642 | 2378 | - | 0.0136 | +| 0.6645 | 2379 | - | 0.0137 | +| 0.6648 | 2380 | - | 0.0136 | +| 0.6651 | 2381 | - | 0.0135 | +| 0.6654 | 2382 | - | 0.0135 | +| 0.6656 | 2383 | - | 0.0135 | +| 0.6659 | 2384 | - | 0.0136 | +| 0.6662 | 2385 | - | 0.0136 | +| 0.6665 | 2386 | - | 0.0136 | +| 0.6668 | 2387 | - | 0.0136 | +| 0.6670 | 2388 | - | 0.0136 | +| 0.6673 | 2389 | - | 0.0136 | +| 0.6676 | 2390 | - | 0.0136 | +| 0.6679 | 2391 | - | 0.0136 | +| 0.6682 | 2392 | - | 0.0136 | +| 0.6684 | 2393 | - | 0.0136 | +| 0.6687 | 2394 | - | 0.0136 | +| 0.6690 | 2395 | - | 0.0136 | +| 0.6693 | 2396 | - | 0.0136 | +| 0.6696 | 2397 | - | 0.0136 | +| 0.6698 | 2398 | - | 0.0137 | +| 0.6701 | 2399 | - | 0.0136 | +| 0.6704 | 2400 | - | 0.0136 | +| 0.6707 | 2401 | - | 0.0136 | +| 0.6709 | 2402 | - | 0.0136 | +| 0.6712 | 2403 | - | 0.0136 | +| 0.6715 | 2404 | - | 0.0136 | +| 0.6718 | 2405 | - | 0.0136 | +| 0.6721 | 2406 | - | 0.0136 | +| 0.6723 | 2407 | - | 0.0135 | +| 0.6726 | 2408 | - | 0.0136 | +| 0.6729 | 2409 | - | 0.0135 | +| 0.6732 | 2410 | - | 0.0135 | +| 0.6735 | 2411 | - | 0.0135 | +| 0.6737 | 2412 | - | 0.0135 | +| 0.6740 | 2413 | - | 0.0134 | +| 0.6743 | 2414 | - | 0.0135 | +| 0.6746 | 2415 | - | 0.0135 | +| 0.6749 | 2416 | - | 0.0135 | +| 0.6751 | 2417 | - | 0.0135 | +| 0.6754 | 2418 | - | 0.0134 | +| 0.6757 | 2419 | - | 0.0133 | +| 0.6760 | 2420 | - | 0.0133 | +| 0.6763 | 2421 | - | 0.0133 | +| 0.6765 | 2422 | - | 0.0132 | +| 0.6768 | 2423 | - | 0.0132 | +| 0.6771 | 2424 | - | 0.0134 | +| 0.6774 | 2425 | - | 0.0135 | +| 0.6777 | 2426 | - | 0.0135 | +| 0.6779 | 2427 | - | 0.0136 | +| 0.6782 | 2428 | - | 0.0137 | +| 0.6785 | 2429 | - | 0.0136 | +| 0.6788 | 2430 | - | 0.0136 | +| 0.6791 | 2431 | - | 0.0136 | +| 0.6793 | 2432 | - | 0.0136 | +| 0.6796 | 2433 | - | 0.0137 | +| 0.6799 | 2434 | - | 0.0136 | +| 0.6802 | 2435 | - | 0.0136 | +| 0.6804 | 2436 | - | 0.0136 | +| 0.6807 | 2437 | - | 0.0136 | +| 0.6810 | 2438 | - | 0.0135 | +| 0.6813 | 2439 | - | 0.0136 | +| 0.6816 | 2440 | - | 0.0136 | +| 0.6818 | 2441 | - | 0.0135 | +| 0.6821 | 2442 | - | 0.0136 | +| 0.6824 | 2443 | - | 0.0136 | +| 0.6827 | 2444 | - | 0.0137 | +| 0.6830 | 2445 | - | 0.0136 | +| 0.6832 | 2446 | - | 0.0136 | +| 0.6835 | 2447 | - | 0.0136 | +| 0.6838 | 2448 | - | 0.0135 | +| 0.6841 | 2449 | - | 0.0135 | +| 0.6844 | 2450 | - | 0.0135 | +| 0.6846 | 2451 | - | 0.0134 | +| 0.6849 | 2452 | - | 0.0134 | +| 0.6852 | 2453 | - | 0.0134 | +| 0.6855 | 2454 | - | 0.0133 | +| 0.6858 | 2455 | - | 0.0133 | +| 0.6860 | 2456 | - | 0.0133 | +| 0.6863 | 2457 | - | 0.0134 | +| 0.6866 | 2458 | - | 0.0133 | +| 0.6869 | 2459 | - | 0.0133 | +| 0.6872 | 2460 | - | 0.0133 | +| 0.6874 | 2461 | - | 0.0133 | +| 0.6877 | 2462 | - | 0.0132 | +| 0.6880 | 2463 | - | 0.0132 | +| 0.6883 | 2464 | - | 0.0133 | +| 0.6885 | 2465 | - | 0.0133 | +| 0.6888 | 2466 | - | 0.0134 | +| 0.6891 | 2467 | - | 0.0134 | +| 0.6894 | 2468 | - | 0.0134 | +| 0.6897 | 2469 | - | 0.0134 | +| 0.6899 | 2470 | - | 0.0134 | +| 0.6902 | 2471 | - | 0.0135 | +| 0.6905 | 2472 | - | 0.0135 | +| 0.6908 | 2473 | - | 0.0135 | +| 0.6911 | 2474 | - | 0.0134 | +| 0.6913 | 2475 | - | 0.0134 | +| 0.6916 | 2476 | - | 0.0134 | +| 0.6919 | 2477 | - | 0.0135 | +| 0.6922 | 2478 | - | 0.0135 | +| 0.6925 | 2479 | - | 0.0135 | +| 0.6927 | 2480 | - | 0.0135 | +| 0.6930 | 2481 | - | 0.0135 | +| 0.6933 | 2482 | - | 0.0135 | +| 0.6936 | 2483 | - | 0.0135 | +| 0.6939 | 2484 | - | 0.0135 | +| 0.6941 | 2485 | - | 0.0135 | +| 0.6944 | 2486 | - | 0.0136 | +| 0.6947 | 2487 | - | 0.0136 | +| 0.6950 | 2488 | - | 0.0136 | +| 0.6953 | 2489 | - | 0.0135 | +| 0.6955 | 2490 | - | 0.0135 | +| 0.6958 | 2491 | - | 0.0135 | +| 0.6961 | 2492 | - | 0.0135 | +| 0.6964 | 2493 | - | 0.0135 | +| 0.6966 | 2494 | - | 0.0135 | +| 0.6969 | 2495 | - | 0.0136 | +| 0.6972 | 2496 | - | 0.0136 | +| 0.6975 | 2497 | - | 0.0136 | +| 0.6978 | 2498 | - | 0.0137 | +| 0.6980 | 2499 | - | 0.0138 | +| 0.6983 | 2500 | 0.3106 | 0.0137 | +| 0.6986 | 2501 | - | 0.0137 | +| 0.6989 | 2502 | - | 0.0137 | +| 0.6992 | 2503 | - | 0.0137 | +| 0.6994 | 2504 | - | 0.0136 | +| 0.6997 | 2505 | - | 0.0136 | +| 0.7 | 2506 | - | 0.0136 | +| 0.7003 | 2507 | - | 0.0135 | +| 0.7006 | 2508 | - | 0.0134 | +| 0.7008 | 2509 | - | 0.0133 | +| 0.7011 | 2510 | - | 0.0133 | +| 0.7014 | 2511 | - | 0.0134 | +| 0.7017 | 2512 | - | 0.0134 | +| 0.7020 | 2513 | - | 0.0134 | +| 0.7022 | 2514 | - | 0.0135 | +| 0.7025 | 2515 | - | 0.0136 | +| 0.7028 | 2516 | - | 0.0137 | +| 0.7031 | 2517 | - | 0.0137 | +| 0.7034 | 2518 | - | 0.0137 | +| 0.7036 | 2519 | - | 0.0137 | +| 0.7039 | 2520 | - | 0.0137 | +| 0.7042 | 2521 | - | 0.0138 | +| 0.7045 | 2522 | - | 0.0139 | +| 0.7047 | 2523 | - | 0.0139 | +| 0.7050 | 2524 | - | 0.0139 | +| 0.7053 | 2525 | - | 0.0138 | +| 0.7056 | 2526 | - | 0.0137 | +| 0.7059 | 2527 | - | 0.0136 | +| 0.7061 | 2528 | - | 0.0136 | +| 0.7064 | 2529 | - | 0.0136 | +| 0.7067 | 2530 | - | 0.0137 | +| 0.7070 | 2531 | - | 0.0137 | +| 0.7073 | 2532 | - | 0.0137 | +| 0.7075 | 2533 | - | 0.0137 | +| 0.7078 | 2534 | - | 0.0136 | +| 0.7081 | 2535 | - | 0.0137 | +| 0.7084 | 2536 | - | 0.0137 | +| 0.7087 | 2537 | - | 0.0138 | +| 0.7089 | 2538 | - | 0.0139 | +| 0.7092 | 2539 | - | 0.0139 | +| 0.7095 | 2540 | - | 0.0139 | +| 0.7098 | 2541 | - | 0.0140 | +| 0.7101 | 2542 | - | 0.0140 | +| 0.7103 | 2543 | - | 0.0141 | +| 0.7106 | 2544 | - | 0.0142 | +| 0.7109 | 2545 | - | 0.0142 | +| 0.7112 | 2546 | - | 0.0142 | +| 0.7115 | 2547 | - | 0.0142 | +| 0.7117 | 2548 | - | 0.0141 | +| 0.7120 | 2549 | - | 0.0142 | +| 0.7123 | 2550 | - | 0.0141 | +| 0.7126 | 2551 | - | 0.0141 | +| 0.7128 | 2552 | - | 0.0140 | +| 0.7131 | 2553 | - | 0.0141 | +| 0.7134 | 2554 | - | 0.0140 | +| 0.7137 | 2555 | - | 0.0139 | +| 0.7140 | 2556 | - | 0.0140 | +| 0.7142 | 2557 | - | 0.0138 | +| 0.7145 | 2558 | - | 0.0137 | +| 0.7148 | 2559 | - | 0.0136 | +| 0.7151 | 2560 | - | 0.0135 | +| 0.7154 | 2561 | - | 0.0135 | +| 0.7156 | 2562 | - | 0.0134 | +| 0.7159 | 2563 | - | 0.0134 | +| 0.7162 | 2564 | - | 0.0133 | +| 0.7165 | 2565 | - | 0.0133 | +| 0.7168 | 2566 | - | 0.0134 | +| 0.7170 | 2567 | - | 0.0134 | +| 0.7173 | 2568 | - | 0.0134 | +| 0.7176 | 2569 | - | 0.0133 | +| 0.7179 | 2570 | - | 0.0133 | +| 0.7182 | 2571 | - | 0.0133 | +| 0.7184 | 2572 | - | 0.0132 | +| 0.7187 | 2573 | - | 0.0132 | +| 0.7190 | 2574 | - | 0.0133 | +| 0.7193 | 2575 | - | 0.0133 | +| 0.7196 | 2576 | - | 0.0133 | +| 0.7198 | 2577 | - | 0.0133 | +| 0.7201 | 2578 | - | 0.0133 | +| 0.7204 | 2579 | - | 0.0133 | +| 0.7207 | 2580 | - | 0.0133 | +| 0.7209 | 2581 | - | 0.0132 | +| 0.7212 | 2582 | - | 0.0132 | +| 0.7215 | 2583 | - | 0.0132 | +| 0.7218 | 2584 | - | 0.0131 | +| 0.7221 | 2585 | - | 0.0131 | +| 0.7223 | 2586 | - | 0.0131 | +| 0.7226 | 2587 | - | 0.0131 | +| 0.7229 | 2588 | - | 0.0131 | +| 0.7232 | 2589 | - | 0.0130 | +| 0.7235 | 2590 | - | 0.0130 | +| 0.7237 | 2591 | - | 0.0129 | +| 0.7240 | 2592 | - | 0.0129 | +| 0.7243 | 2593 | - | 0.0128 | +| 0.7246 | 2594 | - | 0.0127 | +| 0.7249 | 2595 | - | 0.0128 | +| 0.7251 | 2596 | - | 0.0128 | +| 0.7254 | 2597 | - | 0.0128 | +| 0.7257 | 2598 | - | 0.0128 | +| 0.7260 | 2599 | - | 0.0129 | +| 0.7263 | 2600 | - | 0.0129 | +| 0.7265 | 2601 | - | 0.0128 | +| 0.7268 | 2602 | - | 0.0128 | +| 0.7271 | 2603 | - | 0.0128 | +| 0.7274 | 2604 | - | 0.0129 | +| 0.7277 | 2605 | - | 0.0128 | +| 0.7279 | 2606 | - | 0.0128 | +| 0.7282 | 2607 | - | 0.0127 | +| 0.7285 | 2608 | - | 0.0127 | +| 0.7288 | 2609 | - | 0.0128 | +| 0.7291 | 2610 | - | 0.0127 | +| 0.7293 | 2611 | - | 0.0126 | +| 0.7296 | 2612 | - | 0.0127 | +| 0.7299 | 2613 | - | 0.0127 | +| 0.7302 | 2614 | - | 0.0128 | +| 0.7304 | 2615 | - | 0.0128 | +| 0.7307 | 2616 | - | 0.0127 | + +
+ +### Framework Versions +- Python: 3.10.12 +- Sentence Transformers: 3.0.1 +- Transformers: 4.44.2 +- PyTorch: 2.4.0+cu121 +- Accelerate: 0.33.0 +- Datasets: 2.21.0 +- Tokenizers: 0.19.1 + +## Citation + +### BibTeX + +#### Sentence Transformers +```bibtex +@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 +```bibtex +@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} +} +``` + + + + + + \ No newline at end of file