sentence-transformers safetensors bert sentence-similarity feature-extraction generated_from_trainer dataset_size:1087179 loss:TripletLoss en arxiv:1908.10084 arxiv:1703.07737 base_model:sentence-transformers/all-MiniLM-L6-v2 base_model:finetune:sentence-transformers/all-MiniLM-L6-v2 license:apache-2.0 model-index autotrain_compatible text-embeddings-inference endpoints_compatible region:us
---
base_model: sentence-transformers/all-MiniLM-L6-v2
language:
- en
library_name: sentence-transformers
license: apache-2.0
metrics:
- cosine_accuracy
- dot_accuracy
- manhattan_accuracy
- euclidean_accuracy
- max_accuracy
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:1087179
- loss:TripletLoss
widget:
- source_sentence: hyperactive impulsive adhd
  sentences:
  - Claw Clip
  - egyptian postage
  - mug
- source_sentence: Work of Madness Hoodie
  sentences:
  - t-shirt
  - towel
  - men hoodie
- source_sentence: E7Lam Hoodie
  sentences:
  - Al Mady Hoodie
  - waterfall cup
  - hoodie
- source_sentence: Tote bag
  sentences:
  - Waterfall Mug
  - hoodie
  - linen tote bag
- source_sentence: Kimono
  sentences:
  - mug
  - fringe kaftan
  - shoes
model-index:
- name: all-MiniLM-L6-v2-triplet-loss
  results:
  - task:
      type: triplet
      name: Triplet
    dataset:
      name: all nli dev
      type: all-nli-dev
    metrics:
    - type: cosine_accuracy
      value: 0.9168454165823506
      name: Cosine Accuracy
    - type: dot_accuracy
      value: 0.08315458341764934
      name: Dot Accuracy
    - type: manhattan_accuracy
      value: 0.9135451351202193
      name: Manhattan Accuracy
    - type: euclidean_accuracy
      value: 0.9168454165823506
      name: Euclidean Accuracy
    - type: max_accuracy
      value: 0.9168454165823506
      name: Max Accuracy
---

# all-MiniLM-L6-v2-triplet-loss

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2). It maps sentences & paragraphs to a 384-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:** [sentence-transformers/all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) <!-- at revision ea78891063587eb050ed4166b20062eaf978037c -->
- **Maximum Sequence Length:** 256 tokens
- **Output Dimensionality:** 384 tokens
- **Similarity Function:** Cosine Similarity
<!-- - **Training Dataset:** Unknown -->
- **Language:** en
- **License:** apache-2.0

### 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: BertModel 
  (1): Pooling({'word_embedding_dimension': 384, '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})
  (2): Normalize()
)
```

## 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 = [
    'Kimono',
    'fringe kaftan',
    'mug',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 384]

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

<!--
### Direct Usage (Transformers)

<details><summary>Click to see the direct usage in Transformers</summary>

</details>
-->

<!--
### Downstream Usage (Sentence Transformers)

You can finetune this model on your own dataset.

<details><summary>Click to expand</summary>

</details>
-->

<!--
### Out-of-Scope Use

*List how the model may foreseeably be misused and address what users ought not to do with the model.*
-->

## Evaluation

### Metrics

#### Triplet
* Dataset: `all-nli-dev`
* Evaluated with [<code>TripletEvaluator</code>](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.TripletEvaluator)

| Metric             | Value      |
|:-------------------|:-----------|
| cosine_accuracy    | 0.9168     |
| dot_accuracy       | 0.0832     |
| manhattan_accuracy | 0.9135     |
| euclidean_accuracy | 0.9168     |
| **max_accuracy**   | **0.9168** |

<!--
## Bias, Risks and Limitations

*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
-->

<!--
### Recommendations

*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
-->

## Training Details

### Training Hyperparameters
#### Non-Default Hyperparameters

- `eval_strategy`: steps
- `per_device_train_batch_size`: 32
- `per_device_eval_batch_size`: 32
- `learning_rate`: 2e-05
- `num_train_epochs`: 4
- `warmup_ratio`: 0.1
- `fp16`: True

#### All Hyperparameters
<details><summary>Click to expand</summary>

- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: steps
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 32
- `per_device_eval_batch_size`: 32
- `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`: 4
- `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`: 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
- `use_liger_kernel`: False
- `eval_use_gather_object`: False
- `batch_sampler`: batch_sampler
- `multi_dataset_batch_sampler`: proportional

</details>

### Training Logs
<details><summary>Click to expand</summary>

| Epoch  | Step   | Training Loss | loss   | all-nli-dev_max_accuracy |
|:------:|:------:|:-------------:|:------:|:------------------------:|
| 0      | 0      | -             | -      | 0.9168                   |
| 0.0029 | 100    | 4.7115        | -      | -                        |
| 0.0059 | 200    | 4.6948        | -      | -                        |
| 0.0088 | 300    | 4.6548        | -      | -                        |
| 0.0118 | 400    | 4.6055        | -      | -                        |
| 0.0147 | 500    | 4.5234        | 4.3878 | -                        |
| 0.0177 | 600    | 4.4338        | -      | -                        |
| 0.0206 | 700    | 4.2938        | -      | -                        |
| 0.0235 | 800    | 4.1176        | -      | -                        |
| 0.0265 | 900    | 3.9373        | -      | -                        |
| 0.0294 | 1000   | 3.7241        | 3.4721 | -                        |
| 0.0324 | 1100   | 3.5965        | -      | -                        |
| 0.0353 | 1200   | 3.4949        | -      | -                        |
| 0.0383 | 1300   | 3.4542        | -      | -                        |
| 0.0412 | 1400   | 3.4345        | -      | -                        |
| 0.0442 | 1500   | 3.3955        | 3.2453 | -                        |
| 0.0471 | 1600   | 3.3818        | -      | -                        |
| 0.0500 | 1700   | 3.3608        | -      | -                        |
| 0.0530 | 1800   | 3.3377        | -      | -                        |
| 0.0559 | 1900   | 3.326         | -      | -                        |
| 0.0589 | 2000   | 3.3061        | 3.1692 | -                        |
| 0.0618 | 2100   | 3.308         | -      | -                        |
| 0.0648 | 2200   | 3.2887        | -      | -                        |
| 0.0677 | 2300   | 3.2963        | -      | -                        |
| 0.0706 | 2400   | 3.2744        | -      | -                        |
| 0.0736 | 2500   | 3.2601        | 3.1416 | -                        |
| 0.0765 | 2600   | 3.271         | -      | -                        |
| 0.0795 | 2700   | 3.2501        | -      | -                        |
| 0.0824 | 2800   | 3.2536        | -      | -                        |
| 0.0854 | 2900   | 3.2689        | -      | -                        |
| 0.0883 | 3000   | 3.2362        | 3.1196 | -                        |
| 0.0912 | 3100   | 3.2281        | -      | -                        |
| 0.0942 | 3200   | 3.2351        | -      | -                        |
| 0.0971 | 3300   | 3.2173        | -      | -                        |
| 0.1001 | 3400   | 3.2055        | -      | -                        |
| 0.1030 | 3500   | 3.2198        | 3.1081 | -                        |
| 0.1060 | 3600   | 3.2116        | -      | -                        |
| 0.1089 | 3700   | 3.2088        | -      | -                        |
| 0.1118 | 3800   | 3.2043        | -      | -                        |
| 0.1148 | 3900   | 3.1943        | -      | -                        |
| 0.1177 | 4000   | 3.1897        | 3.1027 | -                        |
| 0.1207 | 4100   | 3.2131        | -      | -                        |
| 0.1236 | 4200   | 3.198         | -      | -                        |
| 0.1266 | 4300   | 3.1892        | -      | -                        |
| 0.1295 | 4400   | 3.1753        | -      | -                        |
| 0.1325 | 4500   | 3.1722        | 3.0840 | -                        |
| 0.1354 | 4600   | 3.1599        | -      | -                        |
| 0.1383 | 4700   | 3.166         | -      | -                        |
| 0.1413 | 4800   | 3.1585        | -      | -                        |
| 0.1442 | 4900   | 3.1698        | -      | -                        |
| 0.1472 | 5000   | 3.1766        | 3.0782 | -                        |
| 0.1501 | 5100   | 3.1515        | -      | -                        |
| 0.1531 | 5200   | 3.1487        | -      | -                        |
| 0.1560 | 5300   | 3.1579        | -      | -                        |
| 0.1589 | 5400   | 3.1533        | -      | -                        |
| 0.1619 | 5500   | 3.1433        | 3.0735 | -                        |
| 0.1648 | 5600   | 3.1454        | -      | -                        |
| 0.1678 | 5700   | 3.1397        | -      | -                        |
| 0.1707 | 5800   | 3.1422        | -      | -                        |
| 0.1737 | 5900   | 3.1372        | -      | -                        |
| 0.1766 | 6000   | 3.137         | 3.0710 | -                        |
| 0.1795 | 6100   | 3.1297        | -      | -                        |
| 0.1825 | 6200   | 3.1202        | -      | -                        |
| 0.1854 | 6300   | 3.1256        | -      | -                        |
| 0.1884 | 6400   | 3.1185        | -      | -                        |
| 0.1913 | 6500   | 3.1266        | 3.0667 | -                        |
| 0.1943 | 6600   | 3.1197        | -      | -                        |
| 0.1972 | 6700   | 3.1286        | -      | -                        |
| 0.2001 | 6800   | 3.1239        | -      | -                        |
| 0.2031 | 6900   | 3.1166        | -      | -                        |
| 0.2060 | 7000   | 3.1054        | 3.0664 | -                        |
| 0.2090 | 7100   | 3.1103        | -      | -                        |
| 0.2119 | 7200   | 3.0929        | -      | -                        |
| 0.2149 | 7300   | 3.1051        | -      | -                        |
| 0.2178 | 7400   | 3.1023        | -      | -                        |
| 0.2208 | 7500   | 3.0946        | 3.0636 | -                        |
| 0.2237 | 7600   | 3.0958        | -      | -                        |
| 0.2266 | 7700   | 3.0907        | -      | -                        |
| 0.2296 | 7800   | 3.1051        | -      | -                        |
| 0.2325 | 7900   | 3.0965        | -      | -                        |
| 0.2355 | 8000   | 3.0954        | 3.0617 | -                        |
| 0.2384 | 8100   | 3.0693        | -      | -                        |
| 0.2414 | 8200   | 3.0906        | -      | -                        |
| 0.2443 | 8300   | 3.0881        | -      | -                        |
| 0.2472 | 8400   | 3.0867        | -      | -                        |
| 0.2502 | 8500   | 3.0867        | 3.0610 | -                        |
| 0.2531 | 8600   | 3.0909        | -      | -                        |
| 0.2561 | 8700   | 3.0877        | -      | -                        |
| 0.2590 | 8800   | 3.0837        | -      | -                        |
| 0.2620 | 8900   | 3.0865        | -      | -                        |
| 0.2649 | 9000   | 3.0846        | 3.0607 | -                        |
| 0.2678 | 9100   | 3.0798        | -      | -                        |
| 0.2708 | 9200   | 3.0928        | -      | -                        |
| 0.2737 | 9300   | 3.0794        | -      | -                        |
| 0.2767 | 9400   | 3.0797        | -      | -                        |
| 0.2796 | 9500   | 3.0685        | 3.0623 | -                        |
| 0.2826 | 9600   | 3.0768        | -      | -                        |
| 0.2855 | 9700   | 3.0657        | -      | -                        |
| 0.2884 | 9800   | 3.0838        | -      | -                        |
| 0.2914 | 9900   | 3.0775        | -      | -                        |
| 0.2943 | 10000  | 3.0667        | 3.0587 | -                        |
| 0.2973 | 10100  | 3.088         | -      | -                        |
| 0.3002 | 10200  | 3.0824        | -      | -                        |
| 0.3032 | 10300  | 3.0754        | -      | -                        |
| 0.3061 | 10400  | 3.064         | -      | -                        |
| 0.3091 | 10500  | 3.0637        | 3.0578 | -                        |
| 0.3120 | 10600  | 3.0754        | -      | -                        |
| 0.3149 | 10700  | 3.0703        | -      | -                        |
| 0.3179 | 10800  | 3.0697        | -      | -                        |
| 0.3208 | 10900  | 3.0635        | -      | -                        |
| 0.3238 | 11000  | 3.0872        | 3.0573 | -                        |
| 0.3267 | 11100  | 3.0722        | -      | -                        |
| 0.3297 | 11200  | 3.0633        | -      | -                        |
| 0.3326 | 11300  | 3.058         | -      | -                        |
| 0.3355 | 11400  | 3.0601        | -      | -                        |
| 0.3385 | 11500  | 3.0732        | 3.0583 | -                        |
| 0.3414 | 11600  | 3.0565        | -      | -                        |
| 0.3444 | 11700  | 3.0735        | -      | -                        |
| 0.3473 | 11800  | 3.0656        | -      | -                        |
| 0.3503 | 11900  | 3.0583        | -      | -                        |
| 0.3532 | 12000  | 3.0714        | 3.0574 | -                        |
| 0.3561 | 12100  | 3.0647        | -      | -                        |
| 0.3591 | 12200  | 3.0522        | -      | -                        |
| 0.3620 | 12300  | 3.0668        | -      | -                        |
| 0.3650 | 12400  | 3.071         | -      | -                        |
| 0.3679 | 12500  | 3.0667        | 3.0556 | -                        |
| 0.3709 | 12600  | 3.0568        | -      | -                        |
| 0.3738 | 12700  | 3.0642        | -      | -                        |
| 0.3767 | 12800  | 3.0607        | -      | -                        |
| 0.3797 | 12900  | 3.0679        | -      | -                        |
| 0.3826 | 13000  | 3.0547        | 3.0547 | -                        |
| 0.3856 | 13100  | 3.0714        | -      | -                        |
| 0.3885 | 13200  | 3.0692        | -      | -                        |
| 0.3915 | 13300  | 3.0597        | -      | -                        |
| 0.3944 | 13400  | 3.067         | -      | -                        |
| 0.3974 | 13500  | 3.0626        | 3.0551 | -                        |
| 0.4003 | 13600  | 3.0708        | -      | -                        |
| 0.4032 | 13700  | 3.065         | -      | -                        |
| 0.4062 | 13800  | 3.0619        | -      | -                        |
| 0.4091 | 13900  | 3.0556        | -      | -                        |
| 0.4121 | 14000  | 3.0708        | 3.0524 | -                        |
| 0.4150 | 14100  | 3.0634        | -      | -                        |
| 0.4180 | 14200  | 3.0605        | -      | -                        |
| 0.4209 | 14300  | 3.0555        | -      | -                        |
| 0.4238 | 14400  | 3.0624        | -      | -                        |
| 0.4268 | 14500  | 3.0468        | 3.0510 | -                        |
| 0.4297 | 14600  | 3.0534        | -      | -                        |
| 0.4327 | 14700  | 3.0671        | -      | -                        |
| 0.4356 | 14800  | 3.0714        | -      | -                        |
| 0.4386 | 14900  | 3.0493        | -      | -                        |
| 0.4415 | 15000  | 3.0457        | 3.0467 | -                        |
| 0.4444 | 15100  | 3.0599        | -      | -                        |
| 0.4474 | 15200  | 3.0554        | -      | -                        |
| 0.4503 | 15300  | 3.0466        | -      | -                        |
| 0.4533 | 15400  | 3.0471        | -      | -                        |
| 0.4562 | 15500  | 3.0465        | 3.0500 | -                        |
| 0.4592 | 15600  | 3.0556        | -      | -                        |
| 0.4621 | 15700  | 3.0444        | -      | -                        |
| 0.4650 | 15800  | 3.0468        | -      | -                        |
| 0.4680 | 15900  | 3.0554        | -      | -                        |
| 0.4709 | 16000  | 3.0573        | 3.0469 | -                        |
| 0.4739 | 16100  | 3.049         | -      | -                        |
| 0.4768 | 16200  | 3.0539        | -      | -                        |
| 0.4798 | 16300  | 3.052         | -      | -                        |
| 0.4827 | 16400  | 3.0538        | -      | -                        |
| 0.4857 | 16500  | 3.045         | 3.0444 | -                        |
| 0.4886 | 16600  | 3.0381        | -      | -                        |
| 0.4915 | 16700  | 3.0517        | -      | -                        |
| 0.4945 | 16800  | 3.0598        | -      | -                        |
| 0.4974 | 16900  | 3.046         | -      | -                        |
| 0.5004 | 17000  | 3.0478        | 3.0447 | -                        |
| 0.5033 | 17100  | 3.054         | -      | -                        |
| 0.5063 | 17200  | 3.0471        | -      | -                        |
| 0.5092 | 17300  | 3.0383        | -      | -                        |
| 0.5121 | 17400  | 3.0539        | -      | -                        |
| 0.5151 | 17500  | 3.0457        | 3.0432 | -                        |
| 0.5180 | 17600  | 3.05          | -      | -                        |
| 0.5210 | 17700  | 3.05          | -      | -                        |
| 0.5239 | 17800  | 3.0512        | -      | -                        |
| 0.5269 | 17900  | 3.0399        | -      | -                        |
| 0.5298 | 18000  | 3.048         | 3.0431 | -                        |
| 0.5327 | 18100  | 3.0367        | -      | -                        |
| 0.5357 | 18200  | 3.0442        | -      | -                        |
| 0.5386 | 18300  | 3.0472        | -      | -                        |
| 0.5416 | 18400  | 3.0335        | -      | -                        |
| 0.5445 | 18500  | 3.0465        | 3.0459 | -                        |
| 0.5475 | 18600  | 3.054         | -      | -                        |
| 0.5504 | 18700  | 3.0489        | -      | -                        |
| 0.5533 | 18800  | 3.037         | -      | -                        |
| 0.5563 | 18900  | 3.0432        | -      | -                        |
| 0.5592 | 19000  | 3.0401        | 3.0426 | -                        |
| 0.5622 | 19100  | 3.0369        | -      | -                        |
| 0.5651 | 19200  | 3.0561        | -      | -                        |
| 0.5681 | 19300  | 3.0469        | -      | -                        |
| 0.5710 | 19400  | 3.0468        | -      | -                        |
| 0.5740 | 19500  | 3.0455        | 3.0433 | -                        |
| 0.5769 | 19600  | 3.0512        | -      | -                        |
| 0.5798 | 19700  | 3.0474        | -      | -                        |
| 0.5828 | 19800  | 3.043         | -      | -                        |
| 0.5857 | 19900  | 3.0473        | -      | -                        |
| 0.5887 | 20000  | 3.0448        | 3.0415 | -                        |
| 0.5916 | 20100  | 3.0441        | -      | -                        |
| 0.5946 | 20200  | 3.0403        | -      | -                        |
| 0.5975 | 20300  | 3.0516        | -      | -                        |
| 0.6004 | 20400  | 3.0459        | -      | -                        |
| 0.6034 | 20500  | 3.0415        | 3.0415 | -                        |
| 0.6063 | 20600  | 3.034         | -      | -                        |
| 0.6093 | 20700  | 3.0483        | -      | -                        |
| 0.6122 | 20800  | 3.0538        | -      | -                        |
| 0.6152 | 20900  | 3.0458        | -      | -                        |
| 0.6181 | 21000  | 3.0445        | 3.0372 | -                        |
| 0.6210 | 21100  | 3.0414        | -      | -                        |
| 0.6240 | 21200  | 3.0476        | -      | -                        |
| 0.6269 | 21300  | 3.0638        | -      | -                        |
| 0.6299 | 21400  | 3.0375        | -      | -                        |
| 0.6328 | 21500  | 3.0425        | 3.0397 | -                        |
| 0.6358 | 21600  | 3.0394        | -      | -                        |
| 0.6387 | 21700  | 3.0443        | -      | -                        |
| 0.6416 | 21800  | 3.0381        | -      | -                        |
| 0.6446 | 21900  | 3.0387        | -      | -                        |
| 0.6475 | 22000  | 3.0255        | 3.0381 | -                        |
| 0.6505 | 22100  | 3.0355        | -      | -                        |
| 0.6534 | 22200  | 3.0411        | -      | -                        |
| 0.6564 | 22300  | 3.0436        | -      | -                        |
| 0.6593 | 22400  | 3.038         | -      | -                        |
| 0.6623 | 22500  | 3.0336        | 3.0325 | -                        |
| 0.6652 | 22600  | 3.0404        | -      | -                        |
| 0.6681 | 22700  | 3.0374        | -      | -                        |
| 0.6711 | 22800  | 3.0342        | -      | -                        |
| 0.6740 | 22900  | 3.0385        | -      | -                        |
| 0.6770 | 23000  | 3.0329        | 3.0342 | -                        |
| 0.6799 | 23100  | 3.0391        | -      | -                        |
| 0.6829 | 23200  | 3.0366        | -      | -                        |
| 0.6858 | 23300  | 3.0284        | -      | -                        |
| 0.6887 | 23400  | 3.0328        | -      | -                        |
| 0.6917 | 23500  | 3.0322        | 3.0333 | -                        |
| 0.6946 | 23600  | 3.0353        | -      | -                        |
| 0.6976 | 23700  | 3.0371        | -      | -                        |
| 0.7005 | 23800  | 3.0321        | -      | -                        |
| 0.7035 | 23900  | 3.0365        | -      | -                        |
| 0.7064 | 24000  | 3.0302        | 3.0342 | -                        |
| 0.7093 | 24100  | 3.0352        | -      | -                        |
| 0.7123 | 24200  | 3.0277        | -      | -                        |
| 0.7152 | 24300  | 3.0402        | -      | -                        |
| 0.7182 | 24400  | 3.0364        | -      | -                        |
| 0.7211 | 24500  | 3.0439        | 3.0336 | -                        |
| 0.7241 | 24600  | 3.0396        | -      | -                        |
| 0.7270 | 24700  | 3.0475        | -      | -                        |
| 0.7299 | 24800  | 3.0258        | -      | -                        |
| 0.7329 | 24900  | 3.0345        | -      | -                        |
| 0.7358 | 25000  | 3.0326        | 3.0350 | -                        |
| 0.7388 | 25100  | 3.0357        | -      | -                        |
| 0.7417 | 25200  | 3.0413        | -      | -                        |
| 0.7447 | 25300  | 3.0326        | -      | -                        |
| 0.7476 | 25400  | 3.0401        | -      | -                        |
| 0.7506 | 25500  | 3.0313        | 3.0365 | -                        |
| 0.7535 | 25600  | 3.04          | -      | -                        |
| 0.7564 | 25700  | 3.0382        | -      | -                        |
| 0.7594 | 25800  | 3.0344        | -      | -                        |
| 0.7623 | 25900  | 3.0325        | -      | -                        |
| 0.7653 | 26000  | 3.0475        | 3.0340 | -                        |
| 0.7682 | 26100  | 3.0256        | -      | -                        |
| 0.7712 | 26200  | 3.0331        | -      | -                        |
| 0.7741 | 26300  | 3.0325        | -      | -                        |
| 0.7770 | 26400  | 3.0431        | -      | -                        |
| 0.7800 | 26500  | 3.04          | 3.0372 | -                        |
| 0.7829 | 26600  | 3.0393        | -      | -                        |
| 0.7859 | 26700  | 3.0374        | -      | -                        |
| 0.7888 | 26800  | 3.0406        | -      | -                        |
| 0.7918 | 26900  | 3.0343        | -      | -                        |
| 0.7947 | 27000  | 3.0374        | 3.0325 | -                        |
| 0.7976 | 27100  | 3.0262        | -      | -                        |
| 0.8006 | 27200  | 3.0393        | -      | -                        |
| 0.8035 | 27300  | 3.0255        | -      | -                        |
| 0.8065 | 27400  | 3.0305        | -      | -                        |
| 0.8094 | 27500  | 3.0324        | 3.0323 | -                        |
| 0.8124 | 27600  | 3.0317        | -      | -                        |
| 0.8153 | 27700  | 3.0267        | -      | -                        |
| 0.8182 | 27800  | 3.0299        | -      | -                        |
| 0.8212 | 27900  | 3.0305        | -      | -                        |
| 0.8241 | 28000  | 3.0336        | 3.0319 | -                        |
| 0.8271 | 28100  | 3.0373        | -      | -                        |
| 0.8300 | 28200  | 3.0342        | -      | -                        |
| 0.8330 | 28300  | 3.0436        | -      | -                        |
| 0.8359 | 28400  | 3.0354        | -      | -                        |
| 0.8389 | 28500  | 3.0373        | 3.0291 | -                        |
| 0.8418 | 28600  | 3.0292        | -      | -                        |
| 0.8447 | 28700  | 3.0229        | -      | -                        |
| 0.8477 | 28800  | 3.0348        | -      | -                        |
| 0.8506 | 28900  | 3.041         | -      | -                        |
| 0.8536 | 29000  | 3.031         | 3.0324 | -                        |
| 0.8565 | 29100  | 3.0354        | -      | -                        |
| 0.8595 | 29200  | 3.0242        | -      | -                        |
| 0.8624 | 29300  | 3.026         | -      | -                        |
| 0.8653 | 29400  | 3.0373        | -      | -                        |
| 0.8683 | 29500  | 3.0298        | 3.0276 | -                        |
| 0.8712 | 29600  | 3.0341        | -      | -                        |
| 0.8742 | 29700  | 3.0304        | -      | -                        |
| 0.8771 | 29800  | 3.0241        | -      | -                        |
| 0.8801 | 29900  | 3.0304        | -      | -                        |
| 0.8830 | 30000  | 3.0279        | 3.0278 | -                        |
| 0.8859 | 30100  | 3.026         | -      | -                        |
| 0.8889 | 30200  | 3.0272        | -      | -                        |
| 0.8918 | 30300  | 3.0372        | -      | -                        |
| 0.8948 | 30400  | 3.0241        | -      | -                        |
| 0.8977 | 30500  | 3.0347        | 3.0276 | -                        |
| 0.9007 | 30600  | 3.0335        | -      | -                        |
| 0.9036 | 30700  | 3.0316        | -      | -                        |
| 0.9065 | 30800  | 3.0372        | -      | -                        |
| 0.9095 | 30900  | 3.0234        | -      | -                        |
| 0.9124 | 31000  | 3.0303        | 3.0278 | -                        |
| 0.9154 | 31100  | 3.0466        | -      | -                        |
| 0.9183 | 31200  | 3.0391        | -      | -                        |
| 0.9213 | 31300  | 3.0334        | -      | -                        |
| 0.9242 | 31400  | 3.029         | -      | -                        |
| 0.9272 | 31500  | 3.0322        | 3.0280 | -                        |
| 0.9301 | 31600  | 3.0272        | -      | -                        |
| 0.9330 | 31700  | 3.0315        | -      | -                        |
| 0.9360 | 31800  | 3.0297        | -      | -                        |
| 0.9389 | 31900  | 3.0228        | -      | -                        |
| 0.9419 | 32000  | 3.0246        | 3.0272 | -                        |
| 0.9448 | 32100  | 3.0215        | -      | -                        |
| 0.9478 | 32200  | 3.0246        | -      | -                        |
| 0.9507 | 32300  | 3.0333        | -      | -                        |
| 0.9536 | 32400  | 3.0334        | -      | -                        |
| 0.9566 | 32500  | 3.029         | 3.0271 | -                        |
| 0.9595 | 32600  | 3.0328        | -      | -                        |
| 0.9625 | 32700  | 3.0284        | -      | -                        |
| 0.9654 | 32800  | 3.0327        | -      | -                        |
| 0.9684 | 32900  | 3.0228        | -      | -                        |
| 0.9713 | 33000  | 3.0321        | 3.0267 | -                        |
| 0.9742 | 33100  | 3.0277        | -      | -                        |
| 0.9772 | 33200  | 3.0309        | -      | -                        |
| 0.9801 | 33300  | 3.0265        | -      | -                        |
| 0.9831 | 33400  | 3.029         | -      | -                        |
| 0.9860 | 33500  | 3.0315        | 3.0257 | -                        |
| 0.9890 | 33600  | 3.0233        | -      | -                        |
| 0.9919 | 33700  | 3.0208        | -      | -                        |
| 0.9948 | 33800  | 3.0296        | -      | -                        |
| 0.9978 | 33900  | 3.0271        | -      | -                        |
| 1.0007 | 34000  | 3.0258        | 3.0261 | -                        |
| 1.0037 | 34100  | 3.0233        | -      | -                        |
| 1.0066 | 34200  | 3.0283        | -      | -                        |
| 1.0096 | 34300  | 3.0277        | -      | -                        |
| 1.0125 | 34400  | 3.0233        | -      | -                        |
| 1.0155 | 34500  | 3.0296        | 3.0270 | -                        |
| 1.0184 | 34600  | 3.0321        | -      | -                        |
| 1.0213 | 34700  | 3.0314        | -      | -                        |
| 1.0243 | 34800  | 3.0458        | -      | -                        |
| 1.0272 | 34900  | 3.0415        | -      | -                        |
| 1.0302 | 35000  | 3.0271        | 3.0261 | -                        |
| 1.0331 | 35100  | 3.0252        | -      | -                        |
| 1.0361 | 35200  | 3.0327        | -      | -                        |
| 1.0390 | 35300  | 3.0302        | -      | -                        |
| 1.0419 | 35400  | 3.0264        | -      | -                        |
| 1.0449 | 35500  | 3.0314        | 3.0269 | -                        |
| 1.0478 | 35600  | 3.0252        | -      | -                        |
| 1.0508 | 35700  | 3.0302        | -      | -                        |
| 1.0537 | 35800  | 3.0339        | -      | -                        |
| 1.0567 | 35900  | 3.0277        | -      | -                        |
| 1.0596 | 36000  | 3.0314        | 3.0232 | -                        |
| 1.0625 | 36100  | 3.0339        | -      | -                        |
| 1.0655 | 36200  | 3.0233        | -      | -                        |
| 1.0684 | 36300  | 3.0264        | -      | -                        |
| 1.0714 | 36400  | 3.0246        | -      | -                        |
| 1.0743 | 36500  | 3.0252        | 3.0242 | -                        |
| 1.0773 | 36600  | 3.027         | -      | -                        |
| 1.0802 | 36700  | 3.0202        | -      | -                        |
| 1.0831 | 36800  | 3.0245        | -      | -                        |
| 1.0861 | 36900  | 3.0239        | -      | -                        |
| 1.0890 | 37000  | 3.022         | 3.0229 | -                        |
| 1.0920 | 37100  | 3.0164        | -      | -                        |
| 1.0949 | 37200  | 3.0289        | -      | -                        |
| 1.0979 | 37300  | 3.012         | -      | -                        |
| 1.1008 | 37400  | 3.027         | -      | -                        |
| 1.1038 | 37500  | 3.0283        | 3.0229 | -                        |
| 1.1067 | 37600  | 3.0289        | -      | -                        |
| 1.1096 | 37700  | 3.0264        | -      | -                        |
| 1.1126 | 37800  | 3.0295        | -      | -                        |
| 1.1155 | 37900  | 3.0245        | -      | -                        |
| 1.1185 | 38000  | 3.0301        | 3.0226 | -                        |
| 1.1214 | 38100  | 3.0276        | -      | -                        |
| 1.1244 | 38200  | 3.0264        | -      | -                        |
| 1.1273 | 38300  | 3.0264        | -      | -                        |
| 1.1302 | 38400  | 3.022         | -      | -                        |
| 1.1332 | 38500  | 3.0308        | 3.0243 | -                        |
| 1.1361 | 38600  | 3.022         | -      | -                        |
| 1.1391 | 38700  | 3.027         | -      | -                        |
| 1.1420 | 38800  | 3.0189        | -      | -                        |
| 1.1450 | 38900  | 3.0282        | -      | -                        |
| 1.1479 | 39000  | 3.0226        | 3.0228 | -                        |
| 1.1508 | 39100  | 3.0257        | -      | -                        |
| 1.1538 | 39200  | 3.0201        | -      | -                        |
| 1.1567 | 39300  | 3.0282        | -      | -                        |
| 1.1597 | 39400  | 3.0395        | -      | -                        |
| 1.1626 | 39500  | 3.042         | 3.0340 | -                        |
| 1.1656 | 39600  | 3.0432        | -      | -                        |
| 1.1685 | 39700  | 3.0214        | -      | -                        |
| 1.1714 | 39800  | 3.022         | -      | -                        |
| 1.1744 | 39900  | 3.0245        | -      | -                        |
| 1.1773 | 40000  | 3.032         | 3.0276 | -                        |
| 1.1803 | 40100  | 3.0389        | -      | -                        |
| 1.1832 | 40200  | 3.0332        | -      | -                        |
| 1.1862 | 40300  | 3.0689        | -      | -                        |
| 1.1891 | 40400  | 3.0476        | -      | -                        |
| 1.1921 | 40500  | 3.0626        | 3.0399 | -                        |
| 1.1950 | 40600  | 3.0357        | -      | -                        |
| 1.1979 | 40700  | 3.0282        | -      | -                        |
| 1.2009 | 40800  | 3.0276        | -      | -                        |
| 1.2038 | 40900  | 3.032         | -      | -                        |
| 1.2068 | 41000  | 3.0189        | 3.0256 | -                        |
| 1.2097 | 41100  | 3.0276        | -      | -                        |
| 1.2127 | 41200  | 3.0276        | -      | -                        |
| 1.2156 | 41300  | 3.0276        | -      | -                        |
| 1.2185 | 41400  | 3.0301        | -      | -                        |
| 1.2215 | 41500  | 3.0238        | 3.0262 | -                        |
| 1.2244 | 41600  | 3.0326        | -      | -                        |
| 1.2274 | 41700  | 3.0295        | -      | -                        |
| 1.2303 | 41800  | 3.0307        | -      | -                        |
| 1.2333 | 41900  | 3.0351        | -      | -                        |
| 1.2362 | 42000  | 3.0301        | 3.0242 | -                        |
| 1.2391 | 42100  | 3.0238        | -      | -                        |
| 1.2421 | 42200  | 3.0232        | -      | -                        |
| 1.2450 | 42300  | 3.0301        | -      | -                        |
| 1.2480 | 42400  | 3.0201        | -      | -                        |
| 1.2509 | 42500  | 3.0295        | 3.0242 | -                        |
| 1.2539 | 42600  | 3.0326        | -      | -                        |
| 1.2568 | 42700  | 3.0232        | -      | -                        |
| 1.2597 | 42800  | 3.0213        | -      | -                        |
| 1.2627 | 42900  | 3.0263        | -      | -                        |
| 1.2656 | 43000  | 3.0351        | 3.0236 | -                        |
| 1.2686 | 43100  | 3.0295        | -      | -                        |
| 1.2715 | 43200  | 3.0232        | -      | -                        |
| 1.2745 | 43300  | 3.0207        | -      | -                        |
| 1.2774 | 43400  | 3.027         | -      | -                        |
| 1.2804 | 43500  | 3.0276        | 3.0234 | -                        |
| 1.2833 | 43600  | 3.0257        | -      | -                        |
| 1.2862 | 43700  | 3.0263        | -      | -                        |
| 1.2892 | 43800  | 3.0163        | -      | -                        |
| 1.2921 | 43900  | 3.0282        | -      | -                        |
| 1.2951 | 44000  | 3.0276        | 3.0270 | -                        |
| 1.2980 | 44100  | 3.032         | -      | -                        |
| 1.3010 | 44200  | 3.0326        | -      | -                        |
| 1.3039 | 44300  | 3.0288        | -      | -                        |
| 1.3068 | 44400  | 3.0263        | -      | -                        |
| 1.3098 | 44500  | 3.0251        | 3.0231 | -                        |
| 1.3127 | 44600  | 3.0188        | -      | -                        |
| 1.3157 | 44700  | 3.0213        | -      | -                        |
| 1.3186 | 44800  | 3.0157        | -      | -                        |
| 1.3216 | 44900  | 3.0238        | -      | -                        |
| 1.3245 | 45000  | 3.0263        | 3.0214 | -                        |
| 1.3274 | 45100  | 3.0194        | -      | -                        |
| 1.3304 | 45200  | 3.0301        | -      | -                        |
| 1.3333 | 45300  | 3.0232        | -      | -                        |
| 1.3363 | 45400  | 3.0163        | -      | -                        |
| 1.3392 | 45500  | 3.0157        | 3.0214 | -                        |
| 1.3422 | 45600  | 3.0219        | -      | -                        |
| 1.3451 | 45700  | 3.0169        | -      | -                        |
| 1.3481 | 45800  | 3.0232        | -      | -                        |
| 1.3510 | 45900  | 3.0344        | -      | -                        |
| 1.3539 | 46000  | 3.0219        | 3.0209 | -                        |
| 1.3569 | 46100  | 3.0183        | -      | -                        |
| 1.3598 | 46200  | 3.0207        | -      | -                        |
| 1.3628 | 46300  | 3.0351        | -      | -                        |
| 1.3657 | 46400  | 3.0244        | -      | -                        |
| 1.3687 | 46500  | 3.0194        | 3.0208 | -                        |
| 1.3716 | 46600  | 3.0176        | -      | -                        |
| 1.3745 | 46700  | 3.0244        | -      | -                        |
| 1.3775 | 46800  | 3.0263        | -      | -                        |
| 1.3804 | 46900  | 3.0151        | -      | -                        |
| 1.3834 | 47000  | 3.0226        | 3.0208 | -                        |
| 1.3863 | 47100  | 3.0213        | -      | -                        |
| 1.3893 | 47200  | 3.0307        | -      | -                        |
| 1.3922 | 47300  | 3.0244        | -      | -                        |
| 1.3951 | 47400  | 3.0238        | -      | -                        |
| 1.3981 | 47500  | 3.0276        | 3.0207 | -                        |
| 1.4010 | 47600  | 3.0282        | -      | -                        |
| 1.4040 | 47700  | 3.0201        | -      | -                        |
| 1.4069 | 47800  | 3.0226        | -      | -                        |
| 1.4099 | 47900  | 3.0263        | -      | -                        |
| 1.4128 | 48000  | 3.0213        | 3.0208 | -                        |
| 1.4157 | 48100  | 3.0201        | -      | -                        |
| 1.4187 | 48200  | 3.0207        | -      | -                        |
| 1.4216 | 48300  | 3.0288        | -      | -                        |
| 1.4246 | 48400  | 3.0182        | -      | -                        |
| 1.4275 | 48500  | 3.0263        | 3.0200 | -                        |
| 1.4305 | 48600  | 3.0207        | -      | -                        |
| 1.4334 | 48700  | 3.0332        | -      | -                        |
| 1.4364 | 48800  | 3.0201        | -      | -                        |
| 1.4393 | 48900  | 3.0182        | -      | -                        |
| 1.4422 | 49000  | 3.0188        | 3.0200 | -                        |
| 1.4452 | 49100  | 3.0213        | -      | -                        |
| 1.4481 | 49200  | 3.0144        | -      | -                        |
| 1.4511 | 49300  | 3.0257        | -      | -                        |
| 1.4540 | 49400  | 3.0201        | -      | -                        |
| 1.4570 | 49500  | 3.0238        | 3.0191 | -                        |
| 1.4599 | 49600  | 3.0294        | -      | -                        |
| 1.4628 | 49700  | 3.0226        | -      | -                        |
| 1.4658 | 49800  | 3.0194        | -      | -                        |
| 1.4687 | 49900  | 3.0169        | -      | -                        |
| 1.4717 | 50000  | 3.0207        | 3.0189 | -                        |
| 1.4746 | 50100  | 3.0219        | -      | -                        |
| 1.4776 | 50200  | 3.0194        | -      | -                        |
| 1.4805 | 50300  | 3.0126        | -      | -                        |
| 1.4834 | 50400  | 3.0194        | -      | -                        |
| 1.4864 | 50500  | 3.0163        | 3.0208 | -                        |
| 1.4893 | 50600  | 3.0182        | -      | -                        |
| 1.4923 | 50700  | 3.0169        | -      | -                        |
| 1.4952 | 50800  | 3.0188        | -      | -                        |
| 1.4982 | 50900  | 3.0219        | -      | -                        |
| 1.5011 | 51000  | 3.0169        | 3.0200 | -                        |
| 1.5040 | 51100  | 3.0294        | -      | -                        |
| 1.5070 | 51200  | 3.0207        | -      | -                        |
| 1.5099 | 51300  | 3.02          | -      | -                        |
| 1.5129 | 51400  | 3.0207        | -      | -                        |
| 1.5158 | 51500  | 3.0175        | 3.0196 | -                        |
| 1.5188 | 51600  | 3.0225        | -      | -                        |
| 1.5217 | 51700  | 3.0213        | -      | -                        |
| 1.5247 | 51800  | 3.02          | -      | -                        |
| 1.5276 | 51900  | 3.0232        | -      | -                        |
| 1.5305 | 52000  | 3.0275        | 3.0188 | -                        |
| 1.5335 | 52100  | 3.0169        | -      | -                        |
| 1.5364 | 52200  | 3.02          | -      | -                        |
| 1.5394 | 52300  | 3.0232        | -      | -                        |
| 1.5423 | 52400  | 3.0125        | -      | -                        |
| 1.5453 | 52500  | 3.0163        | 3.0188 | -                        |
| 1.5482 | 52600  | 3.0163        | -      | -                        |
| 1.5511 | 52700  | 3.0269        | -      | -                        |
| 1.5541 | 52800  | 3.0194        | -      | -                        |
| 1.5570 | 52900  | 3.0238        | -      | -                        |
| 1.5600 | 53000  | 3.02          | 3.0183 | -                        |
| 1.5629 | 53100  | 3.0175        | -      | -                        |
| 1.5659 | 53200  | 3.0157        | -      | -                        |
| 1.5688 | 53300  | 3.0157        | -      | -                        |
| 1.5717 | 53400  | 3.0232        | -      | -                        |
| 1.5747 | 53500  | 3.0238        | 3.0182 | -                        |
| 1.5776 | 53600  | 3.0207        | -      | -                        |
| 1.5806 | 53700  | 3.0182        | -      | -                        |
| 1.5835 | 53800  | 3.0213        | -      | -                        |
| 1.5865 | 53900  | 3.0213        | -      | -                        |
| 1.5894 | 54000  | 3.0125        | 3.0181 | -                        |
| 1.5923 | 54100  | 3.0119        | -      | -                        |
| 1.5953 | 54200  | 3.0194        | -      | -                        |
| 1.5982 | 54300  | 3.0125        | -      | -                        |
| 1.6012 | 54400  | 3.0257        | -      | -                        |
| 1.6041 | 54500  | 3.02          | 3.0181 | -                        |
| 1.6071 | 54600  | 3.0232        | -      | -                        |
| 1.6100 | 54700  | 3.025         | -      | -                        |
| 1.6130 | 54800  | 3.0263        | -      | -                        |
| 1.6159 | 54900  | 3.0144        | -      | -                        |
| 1.6188 | 55000  | 3.0138        | 3.0177 | -                        |
| 1.6218 | 55100  | 3.0207        | -      | -                        |
| 1.6247 | 55200  | 3.015         | -      | -                        |
| 1.6277 | 55300  | 3.0175        | -      | -                        |
| 1.6306 | 55400  | 3.0163        | -      | -                        |
| 1.6336 | 55500  | 3.0157        | 3.0172 | -                        |
| 1.6365 | 55600  | 3.01          | -      | -                        |
| 1.6394 | 55700  | 3.0132        | -      | -                        |
| 1.6424 | 55800  | 3.0232        | -      | -                        |
| 1.6453 | 55900  | 3.02          | -      | -                        |
| 1.6483 | 56000  | 3.0163        | 3.0145 | -                        |
| 1.6512 | 56100  | 3.0132        | -      | -                        |
| 1.6542 | 56200  | 3.0219        | -      | -                        |
| 1.6571 | 56300  | 3.0188        | -      | -                        |
| 1.6600 | 56400  | 3.015         | -      | -                        |
| 1.6630 | 56500  | 3.0157        | 3.0146 | -                        |
| 1.6659 | 56600  | 3.0188        | -      | -                        |
| 1.6689 | 56700  | 3.0225        | -      | -                        |
| 1.6718 | 56800  | 3.0094        | -      | -                        |
| 1.6748 | 56900  | 3.0163        | -      | -                        |
| 1.6777 | 57000  | 3.0244        | 3.0158 | -                        |
| 1.6806 | 57100  | 3.0157        | -      | -                        |
| 1.6836 | 57200  | 3.0157        | -      | -                        |
| 1.6865 | 57300  | 3.015         | -      | -                        |
| 1.6895 | 57400  | 3.0125        | -      | -                        |
| 1.6924 | 57500  | 3.0169        | 3.0151 | -                        |
| 1.6954 | 57600  | 3.02          | -      | -                        |
| 1.6983 | 57700  | 3.0138        | -      | -                        |
| 1.7013 | 57800  | 3.0163        | -      | -                        |
| 1.7042 | 57900  | 3.0169        | -      | -                        |
| 1.7071 | 58000  | 3.0169        | 3.0153 | -                        |
| 1.7101 | 58100  | 3.0119        | -      | -                        |
| 1.7130 | 58200  | 3.0132        | -      | -                        |
| 1.7160 | 58300  | 3.0138        | -      | -                        |
| 1.7189 | 58400  | 3.0225        | -      | -                        |
| 1.7219 | 58500  | 3.02          | 3.0148 | -                        |
| 1.7248 | 58600  | 3.015         | -      | -                        |
| 1.7277 | 58700  | 3.0188        | -      | -                        |
| 1.7307 | 58800  | 3.015         | -      | -                        |
| 1.7336 | 58900  | 3.015         | -      | -                        |
| 1.7366 | 59000  | 3.0082        | 3.0148 | -                        |
| 1.7395 | 59100  | 3.0213        | -      | -                        |
| 1.7425 | 59200  | 3.0094        | -      | -                        |
| 1.7454 | 59300  | 3.0188        | -      | -                        |
| 1.7483 | 59400  | 3.0138        | -      | -                        |
| 1.7513 | 59500  | 3.0138        | 3.0148 | -                        |
| 1.7542 | 59600  | 3.0188        | -      | -                        |
| 1.7572 | 59700  | 3.0107        | -      | -                        |
| 1.7601 | 59800  | 3.0119        | -      | -                        |
| 1.7631 | 59900  | 3.015         | -      | -                        |
| 1.7660 | 60000  | 3.0194        | 3.0147 | -                        |
| 1.7689 | 60100  | 3.0144        | -      | -                        |
| 1.7719 | 60200  | 3.0182        | -      | -                        |
| 1.7748 | 60300  | 3.0213        | -      | -                        |
| 1.7778 | 60400  | 3.0144        | -      | -                        |
| 1.7807 | 60500  | 3.0157        | 3.0147 | -                        |
| 1.7837 | 60600  | 3.0132        | -      | -                        |
| 1.7866 | 60700  | 3.0163        | -      | -                        |
| 1.7896 | 60800  | 3.0182        | -      | -                        |
| 1.7925 | 60900  | 3.015         | -      | -                        |
| 1.7954 | 61000  | 3.0088        | 3.0148 | -                        |
| 1.7984 | 61100  | 3.015         | -      | -                        |
| 1.8013 | 61200  | 3.0144        | -      | -                        |
| 1.8043 | 61300  | 3.0113        | -      | -                        |
| 1.8072 | 61400  | 3.0182        | -      | -                        |
| 1.8102 | 61500  | 3.0194        | 3.0147 | -                        |
| 1.8131 | 61600  | 3.02          | -      | -                        |
| 1.8160 | 61700  | 3.0125        | -      | -                        |
| 1.8190 | 61800  | 3.015         | -      | -                        |
| 1.8219 | 61900  | 3.0175        | -      | -                        |
| 1.8249 | 62000  | 3.0119        | 3.0146 | -                        |
| 1.8278 | 62100  | 3.0169        | -      | -                        |
| 1.8308 | 62200  | 3.0225        | -      | -                        |
| 1.8337 | 62300  | 3.0207        | -      | -                        |
| 1.8366 | 62400  | 3.0169        | -      | -                        |
| 1.8396 | 62500  | 3.0125        | 3.0170 | -                        |
| 1.8425 | 62600  | 3.0188        | -      | -                        |
| 1.8455 | 62700  | 3.0157        | -      | -                        |
| 1.8484 | 62800  | 3.0182        | -      | -                        |
| 1.8514 | 62900  | 3.01          | -      | -                        |
| 1.8543 | 63000  | 3.0138        | 3.0148 | -                        |
| 1.8572 | 63100  | 3.0094        | -      | -                        |
| 1.8602 | 63200  | 3.0157        | -      | -                        |
| 1.8631 | 63300  | 3.02          | -      | -                        |
| 1.8661 | 63400  | 3.0094        | -      | -                        |
| 1.8690 | 63500  | 3.0182        | 3.0145 | -                        |
| 1.8720 | 63600  | 3.0157        | -      | -                        |
| 1.8749 | 63700  | 3.0138        | -      | -                        |
| 1.8779 | 63800  | 3.0125        | -      | -                        |
| 1.8808 | 63900  | 3.015         | -      | -                        |
| 1.8837 | 64000  | 3.0075        | 3.0144 | -                        |
| 1.8867 | 64100  | 3.0157        | -      | -                        |
| 1.8896 | 64200  | 3.0088        | -      | -                        |
| 1.8926 | 64300  | 3.0225        | -      | -                        |
| 1.8955 | 64400  | 3.0175        | -      | -                        |
| 1.8985 | 64500  | 3.0232        | 3.0179 | -                        |
| 1.9014 | 64600  | 3.0257        | -      | -                        |
| 1.9043 | 64700  | 3.0175        | -      | -                        |
| 1.9073 | 64800  | 3.0188        | -      | -                        |
| 1.9102 | 64900  | 3.0125        | -      | -                        |
| 1.9132 | 65000  | 3.0225        | 3.0170 | -                        |
| 1.9161 | 65100  | 3.02          | -      | -                        |
| 1.9191 | 65200  | 3.0213        | -      | -                        |
| 1.9220 | 65300  | 3.0113        | -      | -                        |
| 1.9249 | 65400  | 3.0182        | -      | -                        |
| 1.9279 | 65500  | 3.0232        | 3.0169 | -                        |
| 1.9308 | 65600  | 3.0225        | -      | -                        |
| 1.9338 | 65700  | 3.0181        | -      | -                        |
| 1.9367 | 65800  | 3.0181        | -      | -                        |
| 1.9397 | 65900  | 3.0194        | -      | -                        |
| 1.9426 | 66000  | 3.0175        | 3.0168 | -                        |
| 1.9455 | 66100  | 3.0181        | -      | -                        |
| 1.9485 | 66200  | 3.0157        | -      | -                        |
| 1.9514 | 66300  | 3.0169        | -      | -                        |
| 1.9544 | 66400  | 3.0181        | -      | -                        |
| 1.9573 | 66500  | 3.0138        | 3.0152 | -                        |
| 1.9603 | 66600  | 3.0175        | -      | -                        |
| 1.9632 | 66700  | 3.0156        | -      | -                        |
| 1.9662 | 66800  | 3.0106        | -      | -                        |
| 1.9691 | 66900  | 3.01          | -      | -                        |
| 1.9720 | 67000  | 3.0175        | 3.0141 | -                        |
| 1.9750 | 67100  | 3.0144        | -      | -                        |
| 1.9779 | 67200  | 3.0131        | -      | -                        |
| 1.9809 | 67300  | 3.0113        | -      | -                        |
| 1.9838 | 67400  | 3.0113        | -      | -                        |
| 1.9868 | 67500  | 3.0125        | 3.0140 | -                        |
| 1.9897 | 67600  | 3.0119        | -      | -                        |
| 1.9926 | 67700  | 3.02          | -      | -                        |
| 1.9956 | 67800  | 3.0125        | -      | -                        |
| 1.9985 | 67900  | 3.01          | -      | -                        |
| 2.0015 | 68000  | 3.0156        | 3.0139 | -                        |
| 2.0044 | 68100  | 3.0131        | -      | -                        |
| 2.0074 | 68200  | 3.015         | -      | -                        |
| 2.0103 | 68300  | 3.0169        | -      | -                        |
| 2.0132 | 68400  | 3.0169        | -      | -                        |
| 2.0162 | 68500  | 3.0119        | 3.0139 | -                        |
| 2.0191 | 68600  | 3.0138        | -      | -                        |
| 2.0221 | 68700  | 3.0138        | -      | -                        |
| 2.0250 | 68800  | 3.0163        | -      | -                        |
| 2.0280 | 68900  | 3.0188        | -      | -                        |
| 2.0309 | 69000  | 3.0188        | 3.0139 | -                        |
| 2.0338 | 69100  | 3.01          | -      | -                        |
| 2.0368 | 69200  | 3.015         | -      | -                        |
| 2.0397 | 69300  | 3.0175        | -      | -                        |
| 2.0427 | 69400  | 3.0144        | -      | -                        |
| 2.0456 | 69500  | 3.0188        | 3.0139 | -                        |
| 2.0486 | 69600  | 3.0119        | -      | -                        |
| 2.0515 | 69700  | 3.0131        | -      | -                        |
| 2.0545 | 69800  | 3.0131        | -      | -                        |
| 2.0574 | 69900  | 3.0144        | -      | -                        |
| 2.0603 | 70000  | 3.0144        | 3.0139 | -                        |
| 2.0633 | 70100  | 3.0163        | -      | -                        |
| 2.0662 | 70200  | 3.0069        | -      | -                        |
| 2.0692 | 70300  | 3.0213        | -      | -                        |
| 2.0721 | 70400  | 3.0188        | -      | -                        |
| 2.0751 | 70500  | 3.0131        | 3.0108 | -                        |
| 2.0780 | 70600  | 3.0131        | -      | -                        |
| 2.0809 | 70700  | 3.0094        | -      | -                        |
| 2.0839 | 70800  | 3.0131        | -      | -                        |
| 2.0868 | 70900  | 3.0119        | -      | -                        |
| 2.0898 | 71000  | 3.0106        | 3.0117 | -                        |
| 2.0927 | 71100  | 3.015         | -      | -                        |
| 2.0957 | 71200  | 3.0106        | -      | -                        |
| 2.0986 | 71300  | 3.0106        | -      | -                        |
| 2.1015 | 71400  | 3.0113        | -      | -                        |
| 2.1045 | 71500  | 3.01          | 3.0117 | -                        |
| 2.1074 | 71600  | 3.01          | -      | -                        |
| 2.1104 | 71700  | 3.0138        | -      | -                        |
| 2.1133 | 71800  | 3.0088        | -      | -                        |
| 2.1163 | 71900  | 3.0106        | -      | -                        |
| 2.1192 | 72000  | 3.0069        | 3.0111 | -                        |
| 2.1221 | 72100  | 3.0056        | -      | -                        |
| 2.1251 | 72200  | 3.0156        | -      | -                        |
| 2.1280 | 72300  | 3.0094        | -      | -                        |
| 2.1310 | 72400  | 3.0081        | -      | -                        |
| 2.1339 | 72500  | 3.0125        | 3.0112 | -                        |
| 2.1369 | 72600  | 3.0125        | -      | -                        |
| 2.1398 | 72700  | 3.0144        | -      | -                        |
| 2.1428 | 72800  | 3.0156        | -      | -                        |
| 2.1457 | 72900  | 3.0094        | -      | -                        |
| 2.1486 | 73000  | 3.0075        | 3.0112 | -                        |
| 2.1516 | 73100  | 3.0119        | -      | -                        |
| 2.1545 | 73200  | 3.0088        | -      | -                        |
| 2.1575 | 73300  | 3.0119        | -      | -                        |
| 2.1604 | 73400  | 3.0131        | -      | -                        |
| 2.1634 | 73500  | 3.0094        | 3.0110 | -                        |
| 2.1663 | 73600  | 3.0063        | -      | -                        |
| 2.1692 | 73700  | 3.0138        | -      | -                        |
| 2.1722 | 73800  | 3.0094        | -      | -                        |
| 2.1751 | 73900  | 3.0144        | -      | -                        |
| 2.1781 | 74000  | 3.0081        | 3.0109 | -                        |
| 2.1810 | 74100  | 3.0138        | -      | -                        |
| 2.1840 | 74200  | 3.0144        | -      | -                        |
| 2.1869 | 74300  | 3.0094        | -      | -                        |
| 2.1898 | 74400  | 3.0106        | -      | -                        |
| 2.1928 | 74500  | 3.01          | 3.0110 | -                        |
| 2.1957 | 74600  | 3.0088        | -      | -                        |
| 2.1987 | 74700  | 3.0081        | -      | -                        |
| 2.2016 | 74800  | 3.0094        | -      | -                        |
| 2.2046 | 74900  | 3.01          | -      | -                        |
| 2.2075 | 75000  | 3.0181        | 3.0108 | -                        |
| 2.2104 | 75100  | 3.0088        | -      | -                        |
| 2.2134 | 75200  | 3.0144        | -      | -                        |
| 2.2163 | 75300  | 3.0131        | -      | -                        |
| 2.2193 | 75400  | 3.01          | -      | -                        |
| 2.2222 | 75500  | 3.0125        | 3.0112 | -                        |
| 2.2252 | 75600  | 3.0131        | -      | -                        |
| 2.2281 | 75700  | 3.0125        | -      | -                        |
| 2.2311 | 75800  | 3.01          | -      | -                        |
| 2.2340 | 75900  | 3.01          | -      | -                        |
| 2.2369 | 76000  | 3.0175        | 3.0112 | -                        |
| 2.2399 | 76100  | 3.0094        | -      | -                        |
| 2.2428 | 76200  | 3.015         | -      | -                        |
| 2.2458 | 76300  | 3.0075        | -      | -                        |
| 2.2487 | 76400  | 3.0125        | -      | -                        |
| 2.2517 | 76500  | 3.0131        | 3.0109 | -                        |
| 2.2546 | 76600  | 3.0175        | -      | -                        |
| 2.2575 | 76700  | 3.0063        | -      | -                        |
| 2.2605 | 76800  | 3.0113        | -      | -                        |
| 2.2634 | 76900  | 3.0106        | -      | -                        |
| 2.2664 | 77000  | 3.0106        | 3.0109 | -                        |
| 2.2693 | 77100  | 3.0125        | -      | -                        |
| 2.2723 | 77200  | 3.0163        | -      | -                        |
| 2.2752 | 77300  | 3.0081        | -      | -                        |
| 2.2781 | 77400  | 3.0131        | -      | -                        |
| 2.2811 | 77500  | 3.0119        | 3.0107 | -                        |
| 2.2840 | 77600  | 3.015         | -      | -                        |
| 2.2870 | 77700  | 3.0125        | -      | -                        |
| 2.2899 | 77800  | 3.0094        | -      | -                        |
| 2.2929 | 77900  | 3.01          | -      | -                        |
| 2.2958 | 78000  | 3.0125        | 3.0107 | -                        |
| 2.2987 | 78100  | 3.0113        | -      | -                        |
| 2.3017 | 78200  | 3.01          | -      | -                        |
| 2.3046 | 78300  | 3.0119        | -      | -                        |
| 2.3076 | 78400  | 3.0131        | -      | -                        |
| 2.3105 | 78500  | 3.0106        | 3.0109 | -                        |
| 2.3135 | 78600  | 3.0063        | -      | -                        |
| 2.3164 | 78700  | 3.0113        | -      | -                        |
| 2.3194 | 78800  | 3.01          | -      | -                        |
| 2.3223 | 78900  | 3.0131        | -      | -                        |
| 2.3252 | 79000  | 3.0088        | 3.0118 | -                        |
| 2.3282 | 79100  | 3.0088        | -      | -                        |
| 2.3311 | 79200  | 3.0106        | -      | -                        |
| 2.3341 | 79300  | 3.0081        | -      | -                        |
| 2.3370 | 79400  | 3.0144        | -      | -                        |
| 2.3400 | 79500  | 3.0138        | 3.0107 | -                        |
| 2.3429 | 79600  | 3.01          | -      | -                        |
| 2.3458 | 79700  | 3.01          | -      | -                        |
| 2.3488 | 79800  | 3.0144        | -      | -                        |
| 2.3517 | 79900  | 3.01          | -      | -                        |
| 2.3547 | 80000  | 3.0125        | 3.0104 | -                        |
| 2.3576 | 80100  | 3.005         | -      | -                        |
| 2.3606 | 80200  | 3.0106        | -      | -                        |
| 2.3635 | 80300  | 3.0094        | -      | -                        |
| 2.3664 | 80400  | 3.0131        | -      | -                        |
| 2.3694 | 80500  | 3.0125        | 3.0104 | -                        |
| 2.3723 | 80600  | 3.0106        | -      | -                        |
| 2.3753 | 80700  | 3.01          | -      | -                        |
| 2.3782 | 80800  | 3.0119        | -      | -                        |
| 2.3812 | 80900  | 3.0088        | -      | -                        |
| 2.3841 | 81000  | 3.0113        | 3.0103 | -                        |
| 2.3870 | 81100  | 3.0094        | -      | -                        |
| 2.3900 | 81200  | 3.0094        | -      | -                        |
| 2.3929 | 81300  | 3.0119        | -      | -                        |
| 2.3959 | 81400  | 3.0094        | -      | -                        |
| 2.3988 | 81500  | 3.0088        | 3.0103 | -                        |
| 2.4018 | 81600  | 3.0106        | -      | -                        |
| 2.4047 | 81700  | 3.0088        | -      | -                        |
| 2.4077 | 81800  | 3.005         | -      | -                        |
| 2.4106 | 81900  | 3.0113        | -      | -                        |
| 2.4135 | 82000  | 3.0138        | 3.0103 | -                        |
| 2.4165 | 82100  | 3.0106        | -      | -                        |
| 2.4194 | 82200  | 3.0094        | -      | -                        |
| 2.4224 | 82300  | 3.0069        | -      | -                        |
| 2.4253 | 82400  | 3.0106        | -      | -                        |
| 2.4283 | 82500  | 3.0106        | 3.0104 | -                        |
| 2.4312 | 82600  | 3.0156        | -      | -                        |
| 2.4341 | 82700  | 3.0138        | -      | -                        |
| 2.4371 | 82800  | 3.0113        | -      | -                        |
| 2.4400 | 82900  | 3.01          | -      | -                        |
| 2.4430 | 83000  | 3.0138        | 3.0104 | -                        |
| 2.4459 | 83100  | 3.0194        | -      | -                        |
| 2.4489 | 83200  | 3.0075        | -      | -                        |
| 2.4518 | 83300  | 3.0088        | -      | -                        |
| 2.4547 | 83400  | 3.0081        | -      | -                        |
| 2.4577 | 83500  | 3.0138        | 3.0104 | -                        |
| 2.4606 | 83600  | 3.0081        | -      | -                        |
| 2.4636 | 83700  | 3.0163        | -      | -                        |
| 2.4665 | 83800  | 3.0113        | -      | -                        |
| 2.4695 | 83900  | 3.0063        | -      | -                        |
| 2.4724 | 84000  | 3.0144        | 3.0103 | -                        |
| 2.4753 | 84100  | 3.0088        | -      | -                        |
| 2.4783 | 84200  | 3.0144        | -      | -                        |
| 2.4812 | 84300  | 3.0131        | -      | -                        |
| 2.4842 | 84400  | 3.0094        | -      | -                        |
| 2.4871 | 84500  | 3.015         | 3.0103 | -                        |
| 2.4901 | 84600  | 3.0106        | -      | -                        |
| 2.4930 | 84700  | 3.0119        | -      | -                        |
| 2.4960 | 84800  | 3.0125        | -      | -                        |
| 2.4989 | 84900  | 3.0125        | -      | -                        |
| 2.5018 | 85000  | 3.015         | 3.0113 | -                        |
| 2.5048 | 85100  | 3.0156        | -      | -                        |
| 2.5077 | 85200  | 3.0194        | -      | -                        |
| 2.5107 | 85300  | 3.0119        | -      | -                        |
| 2.5136 | 85400  | 3.0075        | -      | -                        |
| 2.5166 | 85500  | 3.0156        | 3.0103 | -                        |
| 2.5195 | 85600  | 3.0131        | -      | -                        |
| 2.5224 | 85700  | 3.0044        | -      | -                        |
| 2.5254 | 85800  | 3.0075        | -      | -                        |
| 2.5283 | 85900  | 3.0113        | -      | -                        |
| 2.5313 | 86000  | 3.0144        | 3.0103 | -                        |
| 2.5342 | 86100  | 3.0144        | -      | -                        |
| 2.5372 | 86200  | 3.0113        | -      | -                        |
| 2.5401 | 86300  | 3.0163        | -      | -                        |
| 2.5430 | 86400  | 3.0169        | -      | -                        |
| 2.5460 | 86500  | 3.01          | 3.0101 | -                        |
| 2.5489 | 86600  | 3.01          | -      | -                        |
| 2.5519 | 86700  | 3.0113        | -      | -                        |
| 2.5548 | 86800  | 3.0138        | -      | -                        |
| 2.5578 | 86900  | 3.0113        | -      | -                        |
| 2.5607 | 87000  | 3.0113        | 3.0101 | -                        |
| 2.5636 | 87100  | 3.0081        | -      | -                        |
| 2.5666 | 87200  | 3.0069        | -      | -                        |
| 2.5695 | 87300  | 3.0069        | -      | -                        |
| 2.5725 | 87400  | 3.0088        | -      | -                        |
| 2.5754 | 87500  | 3.0094        | 3.0101 | -                        |
| 2.5784 | 87600  | 3.0088        | -      | -                        |
| 2.5813 | 87700  | 3.0119        | -      | -                        |
| 2.5843 | 87800  | 3.01          | -      | -                        |
| 2.5872 | 87900  | 3.0119        | -      | -                        |
| 2.5901 | 88000  | 3.0125        | 3.0101 | -                        |
| 2.5931 | 88100  | 3.0088        | -      | -                        |
| 2.5960 | 88200  | 3.0138        | -      | -                        |
| 2.5990 | 88300  | 3.01          | -      | -                        |
| 2.6019 | 88400  | 3.0119        | -      | -                        |
| 2.6049 | 88500  | 3.0119        | 3.0102 | -                        |
| 2.6078 | 88600  | 3.0063        | -      | -                        |
| 2.6107 | 88700  | 3.01          | -      | -                        |
| 2.6137 | 88800  | 3.0125        | -      | -                        |
| 2.6166 | 88900  | 3.0175        | -      | -                        |
| 2.6196 | 89000  | 3.0113        | 3.0118 | -                        |
| 2.6225 | 89100  | 3.02          | -      | -                        |
| 2.6255 | 89200  | 3.0194        | -      | -                        |
| 2.6284 | 89300  | 3.0088        | -      | -                        |
| 2.6313 | 89400  | 3.0144        | -      | -                        |
| 2.6343 | 89500  | 3.0125        | 3.0105 | -                        |
| 2.6372 | 89600  | 3.0144        | -      | -                        |
| 2.6402 | 89700  | 3.0163        | -      | -                        |
| 2.6431 | 89800  | 3.0106        | -      | -                        |
| 2.6461 | 89900  | 3.0131        | -      | -                        |
| 2.6490 | 90000  | 3.0119        | 3.0101 | -                        |
| 2.6519 | 90100  | 3.0175        | -      | -                        |
| 2.6549 | 90200  | 3.0106        | -      | -                        |
| 2.6578 | 90300  | 3.0138        | -      | -                        |
| 2.6608 | 90400  | 3.0069        | -      | -                        |
| 2.6637 | 90500  | 3.0138        | 3.0100 | -                        |
| 2.6667 | 90600  | 3.0044        | -      | -                        |
| 2.6696 | 90700  | 3.0131        | -      | -                        |
| 2.6726 | 90800  | 3.01          | -      | -                        |
| 2.6755 | 90900  | 3.0094        | -      | -                        |
| 2.6784 | 91000  | 3.0094        | 3.0100 | -                        |
| 2.6814 | 91100  | 3.0156        | -      | -                        |
| 2.6843 | 91200  | 3.01          | -      | -                        |
| 2.6873 | 91300  | 3.01          | -      | -                        |
| 2.6902 | 91400  | 3.01          | -      | -                        |
| 2.6932 | 91500  | 3.0075        | 3.0098 | -                        |
| 2.6961 | 91600  | 3.0125        | -      | -                        |
| 2.6990 | 91700  | 3.01          | -      | -                        |
| 2.7020 | 91800  | 3.0081        | -      | -                        |
| 2.7049 | 91900  | 3.01          | -      | -                        |
| 2.7079 | 92000  | 3.0169        | 3.0097 | -                        |
| 2.7108 | 92100  | 3.01          | -      | -                        |
| 2.7138 | 92200  | 3.0125        | -      | -                        |
| 2.7167 | 92300  | 3.0131        | -      | -                        |
| 2.7196 | 92400  | 3.0138        | -      | -                        |
| 2.7226 | 92500  | 3.0156        | 3.0099 | -                        |
| 2.7255 | 92600  | 3.0113        | -      | -                        |
| 2.7285 | 92700  | 3.0106        | -      | -                        |
| 2.7314 | 92800  | 3.0125        | -      | -                        |
| 2.7344 | 92900  | 3.0038        | -      | -                        |
| 2.7373 | 93000  | 3.0088        | 3.0100 | -                        |
| 2.7403 | 93100  | 3.0081        | -      | -                        |
| 2.7432 | 93200  | 3.0119        | -      | -                        |
| 2.7461 | 93300  | 3.0138        | -      | -                        |
| 2.7491 | 93400  | 3.0131        | -      | -                        |
| 2.7520 | 93500  | 3.0106        | 3.0100 | -                        |
| 2.7550 | 93600  | 3.0081        | -      | -                        |
| 2.7579 | 93700  | 3.0056        | -      | -                        |
| 2.7609 | 93800  | 3.0106        | -      | -                        |
| 2.7638 | 93900  | 3.0119        | -      | -                        |
| 2.7667 | 94000  | 3.0075        | 3.0099 | -                        |
| 2.7697 | 94100  | 3.0119        | -      | -                        |
| 2.7726 | 94200  | 3.0075        | -      | -                        |
| 2.7756 | 94300  | 3.0094        | -      | -                        |
| 2.7785 | 94400  | 3.0119        | -      | -                        |
| 2.7815 | 94500  | 3.01          | 3.0099 | -                        |
| 2.7844 | 94600  | 3.0106        | -      | -                        |
| 2.7873 | 94700  | 3.0131        | -      | -                        |
| 2.7903 | 94800  | 3.0094        | -      | -                        |
| 2.7932 | 94900  | 3.0075        | -      | -                        |
| 2.7962 | 95000  | 3.0119        | 3.0098 | -                        |
| 2.7991 | 95100  | 3.0094        | -      | -                        |
| 2.8021 | 95200  | 3.0138        | -      | -                        |
| 2.8050 | 95300  | 3.0094        | -      | -                        |
| 2.8079 | 95400  | 3.0125        | -      | -                        |
| 2.8109 | 95500  | 3.0081        | 3.0100 | -                        |
| 2.8138 | 95600  | 3.0081        | -      | -                        |
| 2.8168 | 95700  | 3.0088        | -      | -                        |
| 2.8197 | 95800  | 3.0113        | -      | -                        |
| 2.8227 | 95900  | 3.0075        | -      | -                        |
| 2.8256 | 96000  | 3.0138        | 3.0097 | -                        |
| 2.8286 | 96100  | 3.0106        | -      | -                        |
| 2.8315 | 96200  | 3.01          | -      | -                        |
| 2.8344 | 96300  | 3.0119        | -      | -                        |
| 2.8374 | 96400  | 3.0144        | -      | -                        |
| 2.8403 | 96500  | 3.0106        | 3.0099 | -                        |
| 2.8433 | 96600  | 3.0094        | -      | -                        |
| 2.8462 | 96700  | 3.0131        | -      | -                        |
| 2.8492 | 96800  | 3.0088        | -      | -                        |
| 2.8521 | 96900  | 3.005         | -      | -                        |
| 2.8550 | 97000  | 3.0156        | 3.0099 | -                        |
| 2.8580 | 97100  | 3.0094        | -      | -                        |
| 2.8609 | 97200  | 3.0081        | -      | -                        |
| 2.8639 | 97300  | 3.0113        | -      | -                        |
| 2.8668 | 97400  | 3.0138        | -      | -                        |
| 2.8698 | 97500  | 3.0119        | 3.0096 | -                        |
| 2.8727 | 97600  | 3.0125        | -      | -                        |
| 2.8756 | 97700  | 3.0094        | -      | -                        |
| 2.8786 | 97800  | 3.0119        | -      | -                        |
| 2.8815 | 97900  | 3.0081        | -      | -                        |
| 2.8845 | 98000  | 3.0106        | 3.0096 | -                        |
| 2.8874 | 98100  | 3.0081        | -      | -                        |
| 2.8904 | 98200  | 3.0125        | -      | -                        |
| 2.8933 | 98300  | 3.0075        | -      | -                        |
| 2.8962 | 98400  | 3.0119        | -      | -                        |
| 2.8992 | 98500  | 3.0106        | 3.0096 | -                        |
| 2.9021 | 98600  | 3.0081        | -      | -                        |
| 2.9051 | 98700  | 3.0094        | -      | -                        |
| 2.9080 | 98800  | 3.0081        | -      | -                        |
| 2.9110 | 98900  | 3.0144        | -      | -                        |
| 2.9139 | 99000  | 3.0094        | 3.0091 | -                        |
| 2.9169 | 99100  | 3.0094        | -      | -                        |
| 2.9198 | 99200  | 3.0094        | -      | -                        |
| 2.9227 | 99300  | 3.0106        | -      | -                        |
| 2.9257 | 99400  | 3.01          | -      | -                        |
| 2.9286 | 99500  | 3.0113        | 3.0091 | -                        |
| 2.9316 | 99600  | 3.0106        | -      | -                        |
| 2.9345 | 99700  | 3.0106        | -      | -                        |
| 2.9375 | 99800  | 3.0094        | -      | -                        |
| 2.9404 | 99900  | 3.0081        | -      | -                        |
| 2.9433 | 100000 | 3.01          | 3.0091 | -                        |
| 2.9463 | 100100 | 3.0119        | -      | -                        |
| 2.9492 | 100200 | 3.0106        | -      | -                        |
| 2.9522 | 100300 | 3.0113        | -      | -                        |
| 2.9551 | 100400 | 3.0075        | -      | -                        |
| 2.9581 | 100500 | 3.0094        | 3.0098 | -                        |
| 2.9610 | 100600 | 3.0119        | -      | -                        |
| 2.9639 | 100700 | 3.0106        | -      | -                        |
| 2.9669 | 100800 | 3.0088        | -      | -                        |
| 2.9698 | 100900 | 3.015         | -      | -                        |
| 2.9728 | 101000 | 3.0106        | 3.0096 | -                        |
| 2.9757 | 101100 | 3.0075        | -      | -                        |
| 2.9787 | 101200 | 3.0188        | -      | -                        |
| 2.9816 | 101300 | 3.0088        | -      | -                        |
| 2.9845 | 101400 | 3.0081        | -      | -                        |
| 2.9875 | 101500 | 3.0075        | 3.0097 | -                        |
| 2.9904 | 101600 | 3.0119        | -      | -                        |
| 2.9934 | 101700 | 3.01          | -      | -                        |
| 2.9963 | 101800 | 3.0075        | -      | -                        |
| 2.9993 | 101900 | 3.0094        | -      | -                        |
| 3.0022 | 102000 | 3.0119        | 3.0097 | -                        |
| 3.0052 | 102100 | 3.0113        | -      | -                        |
| 3.0081 | 102200 | 3.0088        | -      | -                        |
| 3.0110 | 102300 | 3.0106        | -      | -                        |
| 3.0140 | 102400 | 3.0113        | -      | -                        |
| 3.0169 | 102500 | 3.015         | 3.0097 | -                        |
| 3.0199 | 102600 | 3.0088        | -      | -                        |
| 3.0228 | 102700 | 3.0088        | -      | -                        |
| 3.0258 | 102800 | 3.0106        | -      | -                        |
| 3.0287 | 102900 | 3.0113        | -      | -                        |
| 3.0316 | 103000 | 3.01          | 3.0094 | -                        |
| 3.0346 | 103100 | 3.0113        | -      | -                        |
| 3.0375 | 103200 | 3.0125        | -      | -                        |
| 3.0405 | 103300 | 3.0056        | -      | -                        |
| 3.0434 | 103400 | 3.01          | -      | -                        |
| 3.0464 | 103500 | 3.01          | 3.0094 | -                        |
| 3.0493 | 103600 | 3.01          | -      | -                        |
| 3.0522 | 103700 | 3.01          | -      | -                        |
| 3.0552 | 103800 | 3.0075        | -      | -                        |
| 3.0581 | 103900 | 3.0063        | -      | -                        |
| 3.0611 | 104000 | 3.015         | 3.0096 | -                        |
| 3.0640 | 104100 | 3.0063        | -      | -                        |
| 3.0670 | 104200 | 3.0119        | -      | -                        |
| 3.0699 | 104300 | 3.0088        | -      | -                        |
| 3.0728 | 104400 | 3.0113        | -      | -                        |
| 3.0758 | 104500 | 3.01          | 3.0095 | -                        |
| 3.0787 | 104600 | 3.0081        | -      | -                        |
| 3.0817 | 104700 | 3.0094        | -      | -                        |
| 3.0846 | 104800 | 3.0075        | -      | -                        |
| 3.0876 | 104900 | 3.0113        | -      | -                        |
| 3.0905 | 105000 | 3.0131        | 3.0095 | -                        |
| 3.0935 | 105100 | 3.0131        | -      | -                        |
| 3.0964 | 105200 | 3.0131        | -      | -                        |
| 3.0993 | 105300 | 3.0075        | -      | -                        |
| 3.1023 | 105400 | 3.0119        | -      | -                        |
| 3.1052 | 105500 | 3.0094        | 3.0092 | -                        |
| 3.1082 | 105600 | 3.0069        | -      | -                        |
| 3.1111 | 105700 | 3.0063        | -      | -                        |
| 3.1141 | 105800 | 3.0094        | -      | -                        |
| 3.1170 | 105900 | 3.01          | -      | -                        |
| 3.1199 | 106000 | 3.0113        | 3.0097 | -                        |
| 3.1229 | 106100 | 3.0056        | -      | -                        |
| 3.1258 | 106200 | 3.01          | -      | -                        |
| 3.1288 | 106300 | 3.0081        | -      | -                        |
| 3.1317 | 106400 | 3.0106        | -      | -                        |
| 3.1347 | 106500 | 3.01          | 3.0096 | -                        |
| 3.1376 | 106600 | 3.0069        | -      | -                        |
| 3.1405 | 106700 | 3.0119        | -      | -                        |
| 3.1435 | 106800 | 3.0081        | -      | -                        |
| 3.1464 | 106900 | 3.0075        | -      | -                        |
| 3.1494 | 107000 | 3.0081        | 3.0097 | -                        |
| 3.1523 | 107100 | 3.0075        | -      | -                        |
| 3.1553 | 107200 | 3.0081        | -      | -                        |
| 3.1582 | 107300 | 3.0125        | -      | -                        |
| 3.1611 | 107400 | 3.0094        | -      | -                        |
| 3.1641 | 107500 | 3.0094        | 3.0092 | -                        |
| 3.1670 | 107600 | 3.0175        | -      | -                        |
| 3.1700 | 107700 | 3.01          | -      | -                        |
| 3.1729 | 107800 | 3.0113        | -      | -                        |
| 3.1759 | 107900 | 3.0094        | -      | -                        |
| 3.1788 | 108000 | 3.0125        | 3.0091 | -                        |
| 3.1818 | 108100 | 3.0069        | -      | -                        |
| 3.1847 | 108200 | 3.0119        | -      | -                        |
| 3.1876 | 108300 | 3.0144        | -      | -                        |
| 3.1906 | 108400 | 3.0075        | -      | -                        |
| 3.1935 | 108500 | 3.0094        | 3.0097 | -                        |
| 3.1965 | 108600 | 3.0106        | -      | -                        |
| 3.1994 | 108700 | 3.0144        | -      | -                        |
| 3.2024 | 108800 | 3.0075        | -      | -                        |
| 3.2053 | 108900 | 3.0156        | -      | -                        |
| 3.2082 | 109000 | 3.0044        | 3.0095 | -                        |
| 3.2112 | 109100 | 3.01          | -      | -                        |
| 3.2141 | 109200 | 3.0106        | -      | -                        |
| 3.2171 | 109300 | 3.0081        | -      | -                        |
| 3.2200 | 109400 | 3.0069        | -      | -                        |
| 3.2230 | 109500 | 3.01          | 3.0096 | -                        |
| 3.2259 | 109600 | 3.01          | -      | -                        |
| 3.2288 | 109700 | 3.0125        | -      | -                        |
| 3.2318 | 109800 | 3.0069        | -      | -                        |
| 3.2347 | 109900 | 3.0081        | -      | -                        |
| 3.2377 | 110000 | 3.0088        | 3.0097 | -                        |
| 3.2406 | 110100 | 3.0119        | -      | -                        |
| 3.2436 | 110200 | 3.0131        | -      | -                        |
| 3.2465 | 110300 | 3.0119        | -      | -                        |
| 3.2494 | 110400 | 3.0094        | -      | -                        |
| 3.2524 | 110500 | 3.0094        | 3.0096 | -                        |
| 3.2553 | 110600 | 3.0144        | -      | -                        |
| 3.2583 | 110700 | 3.0069        | -      | -                        |
| 3.2612 | 110800 | 3.0131        | -      | -                        |
| 3.2642 | 110900 | 3.0081        | -      | -                        |
| 3.2671 | 111000 | 3.01          | 3.0096 | -                        |
| 3.2701 | 111100 | 3.01          | -      | -                        |
| 3.2730 | 111200 | 3.01          | -      | -                        |
| 3.2759 | 111300 | 3.0125        | -      | -                        |
| 3.2789 | 111400 | 3.0113        | -      | -                        |
| 3.2818 | 111500 | 3.0088        | 3.0095 | -                        |
| 3.2848 | 111600 | 3.0131        | -      | -                        |
| 3.2877 | 111700 | 3.0125        | -      | -                        |
| 3.2907 | 111800 | 3.01          | -      | -                        |
| 3.2936 | 111900 | 3.0113        | -      | -                        |
| 3.2965 | 112000 | 3.0044        | 3.0095 | -                        |
| 3.2995 | 112100 | 3.0144        | -      | -                        |
| 3.3024 | 112200 | 3.0081        | -      | -                        |
| 3.3054 | 112300 | 3.0106        | -      | -                        |
| 3.3083 | 112400 | 3.0094        | -      | -                        |
| 3.3113 | 112500 | 3.005         | 3.0095 | -                        |
| 3.3142 | 112600 | 3.0131        | -      | -                        |
| 3.3171 | 112700 | 3.0081        | -      | -                        |
| 3.3201 | 112800 | 3.0094        | -      | -                        |
| 3.3230 | 112900 | 3.0075        | -      | -                        |
| 3.3260 | 113000 | 3.0113        | 3.0095 | -                        |
| 3.3289 | 113100 | 3.0081        | -      | -                        |
| 3.3319 | 113200 | 3.0094        | -      | -                        |
| 3.3348 | 113300 | 3.0081        | -      | -                        |
| 3.3377 | 113400 | 3.0106        | -      | -                        |
| 3.3407 | 113500 | 3.0169        | 3.0095 | -                        |
| 3.3436 | 113600 | 3.0056        | -      | -                        |
| 3.3466 | 113700 | 3.0081        | -      | -                        |
| 3.3495 | 113800 | 3.0069        | -      | -                        |
| 3.3525 | 113900 | 3.0094        | -      | -                        |
| 3.3554 | 114000 | 3.0031        | 3.0095 | -                        |
| 3.3584 | 114100 | 3.0069        | -      | -                        |
| 3.3613 | 114200 | 3.0075        | -      | -                        |
| 3.3642 | 114300 | 3.015         | -      | -                        |
| 3.3672 | 114400 | 3.0081        | -      | -                        |
| 3.3701 | 114500 | 3.0094        | 3.0095 | -                        |
| 3.3731 | 114600 | 3.0056        | -      | -                        |
| 3.3760 | 114700 | 3.0081        | -      | -                        |
| 3.3790 | 114800 | 3.0119        | -      | -                        |
| 3.3819 | 114900 | 3.0075        | -      | -                        |
| 3.3848 | 115000 | 3.0063        | 3.0098 | -                        |
| 3.3878 | 115100 | 3.0144        | -      | -                        |
| 3.3907 | 115200 | 3.0138        | -      | -                        |
| 3.3937 | 115300 | 3.0081        | -      | -                        |
| 3.3966 | 115400 | 3.0113        | -      | -                        |
| 3.3996 | 115500 | 3.0138        | 3.0098 | -                        |
| 3.4025 | 115600 | 3.0081        | -      | -                        |
| 3.4054 | 115700 | 3.0106        | -      | -                        |
| 3.4084 | 115800 | 3.0088        | -      | -                        |
| 3.4113 | 115900 | 3.0106        | -      | -                        |
| 3.4143 | 116000 | 3.0156        | 3.0095 | -                        |
| 3.4172 | 116100 | 3.0119        | -      | -                        |
| 3.4202 | 116200 | 3.01          | -      | -                        |
| 3.4231 | 116300 | 3.0144        | -      | -                        |
| 3.4260 | 116400 | 3.0131        | -      | -                        |
| 3.4290 | 116500 | 3.0131        | 3.0097 | -                        |
| 3.4319 | 116600 | 3.0088        | -      | -                        |
| 3.4349 | 116700 | 3.0113        | -      | -                        |
| 3.4378 | 116800 | 3.0044        | -      | -                        |
| 3.4408 | 116900 | 3.01          | -      | -                        |
| 3.4437 | 117000 | 3.0069        | 3.0094 | -                        |
| 3.4467 | 117100 | 3.0081        | -      | -                        |
| 3.4496 | 117200 | 3.0125        | -      | -                        |
| 3.4525 | 117300 | 3.0069        | -      | -                        |
| 3.4555 | 117400 | 3.0063        | -      | -                        |
| 3.4584 | 117500 | 3.0044        | 3.0095 | -                        |
| 3.4614 | 117600 | 3.0119        | -      | -                        |
| 3.4643 | 117700 | 3.0081        | -      | -                        |
| 3.4673 | 117800 | 3.0081        | -      | -                        |
| 3.4702 | 117900 | 3.0106        | -      | -                        |
| 3.4731 | 118000 | 3.0125        | 3.0095 | -                        |
| 3.4761 | 118100 | 3.0138        | -      | -                        |
| 3.4790 | 118200 | 3.0106        | -      | -                        |
| 3.4820 | 118300 | 3.0144        | -      | -                        |
| 3.4849 | 118400 | 3.0081        | -      | -                        |
| 3.4879 | 118500 | 3.01          | 3.0095 | -                        |
| 3.4908 | 118600 | 3.0075        | -      | -                        |
| 3.4937 | 118700 | 3.0056        | -      | -                        |
| 3.4967 | 118800 | 3.0069        | -      | -                        |
| 3.4996 | 118900 | 3.0094        | -      | -                        |
| 3.5026 | 119000 | 3.0119        | 3.0095 | -                        |
| 3.5055 | 119100 | 3.0038        | -      | -                        |
| 3.5085 | 119200 | 3.025         | -      | -                        |
| 3.5114 | 119300 | 3.0081        | -      | -                        |
| 3.5143 | 119400 | 3.0119        | -      | -                        |
| 3.5173 | 119500 | 3.005         | 3.0095 | -                        |
| 3.5202 | 119600 | 3.01          | -      | -                        |
| 3.5232 | 119700 | 3.0025        | -      | -                        |
| 3.5261 | 119800 | 3.0088        | -      | -                        |
| 3.5291 | 119900 | 3.0106        | -      | -                        |
| 3.5320 | 120000 | 3.0138        | 3.0095 | -                        |
| 3.5350 | 120100 | 3.0056        | -      | -                        |
| 3.5379 | 120200 | 3.0088        | -      | -                        |
| 3.5408 | 120300 | 3.0125        | -      | -                        |
| 3.5438 | 120400 | 3.0125        | -      | -                        |
| 3.5467 | 120500 | 3.0056        | 3.0095 | -                        |
| 3.5497 | 120600 | 3.0131        | -      | -                        |
| 3.5526 | 120700 | 3.0119        | -      | -                        |
| 3.5556 | 120800 | 3.0094        | -      | -                        |
| 3.5585 | 120900 | 3.0106        | -      | -                        |
| 3.5614 | 121000 | 3.0113        | 3.0095 | -                        |
| 3.5644 | 121100 | 3.0106        | -      | -                        |
| 3.5673 | 121200 | 3.0156        | -      | -                        |
| 3.5703 | 121300 | 3.0069        | -      | -                        |
| 3.5732 | 121400 | 3.0125        | -      | -                        |
| 3.5762 | 121500 | 3.0069        | 3.0095 | -                        |
| 3.5791 | 121600 | 3.01          | -      | -                        |
| 3.5820 | 121700 | 3.0119        | -      | -                        |
| 3.5850 | 121800 | 3.0088        | -      | -                        |
| 3.5879 | 121900 | 3.0119        | -      | -                        |
| 3.5909 | 122000 | 3.0069        | 3.0095 | -                        |
| 3.5938 | 122100 | 3.0069        | -      | -                        |
| 3.5968 | 122200 | 3.0138        | -      | -                        |
| 3.5997 | 122300 | 3.01          | -      | -                        |
| 3.6026 | 122400 | 3.0106        | -      | -                        |
| 3.6056 | 122500 | 3.0113        | 3.0095 | -                        |
| 3.6085 | 122600 | 3.01          | -      | -                        |
| 3.6115 | 122700 | 3.005         | -      | -                        |
| 3.6144 | 122800 | 3.0069        | -      | -                        |
| 3.6174 | 122900 | 3.0094        | -      | -                        |
| 3.6203 | 123000 | 3.0119        | 3.0095 | -                        |
| 3.6233 | 123100 | 3.0056        | -      | -                        |
| 3.6262 | 123200 | 3.0075        | -      | -                        |
| 3.6291 | 123300 | 3.0106        | -      | -                        |
| 3.6321 | 123400 | 3.005         | -      | -                        |
| 3.6350 | 123500 | 3.0081        | 3.0095 | -                        |
| 3.6380 | 123600 | 3.02          | -      | -                        |
| 3.6409 | 123700 | 3.0094        | -      | -                        |
| 3.6439 | 123800 | 3.0119        | -      | -                        |
| 3.6468 | 123900 | 3.0106        | -      | -                        |
| 3.6497 | 124000 | 3.0125        | 3.0095 | -                        |
| 3.6527 | 124100 | 3.0125        | -      | -                        |
| 3.6556 | 124200 | 3.0188        | -      | -                        |
| 3.6586 | 124300 | 3.01          | -      | -                        |
| 3.6615 | 124400 | 3.0088        | -      | -                        |
| 3.6645 | 124500 | 3.0169        | 3.0095 | -                        |
| 3.6674 | 124600 | 3.0113        | -      | -                        |
| 3.6703 | 124700 | 3.0063        | -      | -                        |
| 3.6733 | 124800 | 3.0094        | -      | -                        |
| 3.6762 | 124900 | 3.0038        | -      | -                        |
| 3.6792 | 125000 | 3.0106        | 3.0091 | -                        |
| 3.6821 | 125100 | 3.005         | -      | -                        |
| 3.6851 | 125200 | 3.0081        | -      | -                        |
| 3.6880 | 125300 | 3.0075        | -      | -                        |
| 3.6909 | 125400 | 3.0131        | -      | -                        |
| 3.6939 | 125500 | 3.0075        | 3.0091 | -                        |
| 3.6968 | 125600 | 3.0131        | -      | -                        |
| 3.6998 | 125700 | 3.01          | -      | -                        |
| 3.7027 | 125800 | 3.0075        | -      | -                        |
| 3.7057 | 125900 | 3.0113        | -      | -                        |
| 3.7086 | 126000 | 3.0094        | 3.0091 | -                        |
| 3.7116 | 126100 | 3.0081        | -      | -                        |
| 3.7145 | 126200 | 3.0119        | -      | -                        |
| 3.7174 | 126300 | 3.0088        | -      | -                        |
| 3.7204 | 126400 | 3.0063        | -      | -                        |
| 3.7233 | 126500 | 3.0081        | 3.0091 | -                        |
| 3.7263 | 126600 | 3.0125        | -      | -                        |
| 3.7292 | 126700 | 3.0125        | -      | -                        |
| 3.7322 | 126800 | 3.0131        | -      | -                        |
| 3.7351 | 126900 | 3.0106        | -      | -                        |
| 3.7380 | 127000 | 3.0088        | 3.0091 | -                        |
| 3.7410 | 127100 | 3.0113        | -      | -                        |
| 3.7439 | 127200 | 3.0125        | -      | -                        |
| 3.7469 | 127300 | 3.0094        | -      | -                        |
| 3.7498 | 127400 | 3.0069        | -      | -                        |
| 3.7528 | 127500 | 3.0088        | 3.0091 | -                        |
| 3.7557 | 127600 | 3.0163        | -      | -                        |
| 3.7586 | 127700 | 3.0094        | -      | -                        |
| 3.7616 | 127800 | 3.0069        | -      | -                        |
| 3.7645 | 127900 | 3.0063        | -      | -                        |
| 3.7675 | 128000 | 3.0094        | 3.0091 | -                        |
| 3.7704 | 128100 | 3.01          | -      | -                        |
| 3.7734 | 128200 | 3.015         | -      | -                        |
| 3.7763 | 128300 | 3.0163        | -      | -                        |
| 3.7792 | 128400 | 3.0106        | -      | -                        |
| 3.7822 | 128500 | 3.0113        | 3.0091 | -                        |
| 3.7851 | 128600 | 3.0069        | -      | -                        |
| 3.7881 | 128700 | 3.0113        | -      | -                        |
| 3.7910 | 128800 | 3.0063        | -      | -                        |
| 3.7940 | 128900 | 3.0088        | -      | -                        |
| 3.7969 | 129000 | 3.0019        | 3.0091 | -                        |
| 3.7999 | 129100 | 3.0094        | -      | -                        |
| 3.8028 | 129200 | 3.0038        | -      | -                        |
| 3.8057 | 129300 | 3.0044        | -      | -                        |
| 3.8087 | 129400 | 3.0088        | -      | -                        |
| 3.8116 | 129500 | 3.0113        | 3.0091 | -                        |
| 3.8146 | 129600 | 3.0094        | -      | -                        |
| 3.8175 | 129700 | 3.0088        | -      | -                        |
| 3.8205 | 129800 | 3.0113        | -      | -                        |
| 3.8234 | 129900 | 3.0094        | -      | -                        |
| 3.8263 | 130000 | 3.0069        | 3.0091 | -                        |
| 3.8293 | 130100 | 3.0113        | -      | -                        |
| 3.8322 | 130200 | 3.0081        | -      | -                        |
| 3.8352 | 130300 | 3.0125        | -      | -                        |
| 3.8381 | 130400 | 3.0156        | -      | -                        |
| 3.8411 | 130500 | 3.0069        | 3.0091 | -                        |
| 3.8440 | 130600 | 3.0131        | -      | -                        |
| 3.8469 | 130700 | 3.0131        | -      | -                        |
| 3.8499 | 130800 | 3.005         | -      | -                        |
| 3.8528 | 130900 | 3.0106        | -      | -                        |
| 3.8558 | 131000 | 3.0119        | 3.0089 | -                        |
| 3.8587 | 131100 | 3.0081        | -      | -                        |
| 3.8617 | 131200 | 3.0088        | -      | -                        |
| 3.8646 | 131300 | 3.0075        | -      | -                        |
| 3.8675 | 131400 | 3.0056        | -      | -                        |

</details>

### Framework Versions
- Python: 3.8.10
- Sentence Transformers: 3.1.1
- Transformers: 4.45.1
- PyTorch: 2.4.0+cu121
- Accelerate: 0.34.2
- Datasets: 3.0.1
- Tokenizers: 0.20.0

## 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",
}
```

#### TripletLoss
```bibtex
@misc{hermans2017defense,
    title={In Defense of the Triplet Loss for Person Re-Identification},
    author={Alexander Hermans and Lucas Beyer and Bastian Leibe},
    year={2017},
    eprint={1703.07737},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}
```

<!--
## Glossary

*Clearly define terms in order to be accessible across audiences.*
-->

<!--
## Model Card Authors

*Lists the people who create the model card, providing recognition and accountability for the detailed work that goes into its construction.*
-->

<!--
## Model Card Contact

*Provides a way for people who have updates to the Model Card, suggestions, or questions, to contact the Model Card authors.*
-->