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language:
- en
tags:
- sentence-transformers
- cross-encoder
- reranker
- generated_from_trainer
- dataset_size:1024986
- loss:PrecomputedDistillationLoss
base_model: jhu-clsp/ettin-encoder-68m
datasets:
- dleemiller/FineCat-NLI
pipeline_tag: text-classification
library_name: sentence-transformers
metrics:
- f1_macro
- f1_micro
- f1_weighted
model-index:
- name: CrossEncoder based on jhu-clsp/ettin-encoder-68m
results:
- task:
type: cross-encoder-classification
name: Cross Encoder Classification
dataset:
name: FineCat dev
type: FineCat-dev
metrics:
- type: f1_macro
value: 0.8258793924242886
name: F1 Macro
- type: f1_micro
value: 0.8275833333333333
name: F1 Micro
- type: f1_weighted
value: 0.8270854944105698
name: F1 Weighted
- task:
type: cross-encoder-classification
name: Cross Encoder Classification
dataset:
name: FineCat test
type: FineCat-test
metrics:
- type: f1_macro
value: 0.3973395763365165
name: F1 Macro
- type: f1_micro
value: 0.39765326746013924
name: F1 Micro
- type: f1_weighted
value: 0.27014651818642743
name: F1 Weighted
---
# CrossEncoder based on jhu-clsp/ettin-encoder-68m
This is a [Cross Encoder](https://www.sbert.net/docs/cross_encoder/usage/usage.html) model finetuned from [jhu-clsp/ettin-encoder-68m](https://huggingface.co/jhu-clsp/ettin-encoder-68m) on the [fine_cat-nli](https://huggingface.co/datasets/dleemiller/FineCat-NLI) dataset using the [sentence-transformers](https://www.SBERT.net) library. It computes scores for pairs of texts, which can be used for text pair classification.
## Model Details
### Model Description
- **Model Type:** Cross Encoder
- **Base model:** [jhu-clsp/ettin-encoder-68m](https://huggingface.co/jhu-clsp/ettin-encoder-68m) <!-- at revision ac19ae4bc51093b31c475665ac872a936d056cc2 -->
- **Maximum Sequence Length:** 7999 tokens
- **Number of Output Labels:** 3 labels
- **Training Dataset:**
- [fine_cat-nli](https://huggingface.co/datasets/dleemiller/FineCat-NLI)
- **Language:** en
<!-- - **License:** Unknown -->
### Model Sources
- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Documentation:** [Cross Encoder Documentation](https://www.sbert.net/docs/cross_encoder/usage/usage.html)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
- **Hugging Face:** [Cross Encoders on Hugging Face](https://huggingface.co/models?library=sentence-transformers&other=cross-encoder)
## 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 CrossEncoder
# Download from the 🤗 Hub
model = CrossEncoder("cross_encoder_model_id")
# Get scores for pairs of texts
pairs = [
['She was quite young, not more than eighteen.', 'The girls was at least eighteen years old, but not much older. '],
['Two men working on something in a shop.', 'Two boys are milking a milk cart.'],
['A man in goggle swimming.', 'A man swimming in the water with goggles.'],
['The Argentine Grand Prix (Spanish: "Gran Premio de Argentina") was a round of the Formula One championship, held intermittently from to , all at the same autodrome in the Argentine national capital of Buenos Aires. Argentine president Juan Perón was the driving force behind the creation of the circuit, after seeing the success of the country\'s own Juan Manuel Fangio.', 'The Argentine Grand Prix involves the racing of automobiles with four wheels'],
['Because of limited resources, local legal services programs are forced to turn away tens of thousands of people with critical legal problems.', 'If the resources were there, it would be unthinkable for these programs to be turning so many people away.'],
]
scores = model.predict(pairs)
print(scores.shape)
# (5, 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
#### Cross Encoder Classification
* Datasets: `FineCat-dev` and `FineCat-test`
* Evaluated with [<code>CrossEncoderClassificationEvaluator</code>](https://sbert.net/docs/package_reference/cross_encoder/evaluation.html#sentence_transformers.cross_encoder.evaluation.CrossEncoderClassificationEvaluator)
| Metric | FineCat-dev | FineCat-test |
|:-------------|:------------|:-------------|
| **f1_macro** | **0.8259** | **0.3973** |
| f1_micro | 0.8276 | 0.3977 |
| f1_weighted | 0.8271 | 0.2701 |
<!--
## 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 Dataset
#### fine_cat-nli
* Dataset: [fine_cat-nli](https://huggingface.co/datasets/dleemiller/FineCat-NLI) at [e2a0821](https://huggingface.co/datasets/dleemiller/FineCat-NLI/tree/e2a0821d93e2c07fb19d47fdc324fd0c25723970)
* Size: 1,024,986 training samples
* Columns: <code>premise</code>, <code>hypothesis</code>, <code>label</code>, and <code>hash</code>
* Approximate statistics based on the first 1000 samples:
| | premise | hypothesis | label | hash |
|:--------|:-------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------|:-------------------------------------------------------------------|:----------------------------------------------------------------------------------------------|
| type | string | string | int | string |
| details | <ul><li>min: 4 characters</li><li>mean: 154.71 characters</li><li>max: 1093 characters</li></ul> | <ul><li>min: 12 characters</li><li>mean: 50.0 characters</li><li>max: 227 characters</li></ul> | <ul><li>0: ~37.50%</li><li>1: ~41.40%</li><li>2: ~21.10%</li></ul> | <ul><li>min: 64 characters</li><li>mean: 64.0 characters</li><li>max: 64 characters</li></ul> |
* Samples:
| premise | hypothesis | label | hash |
|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------|:---------------|:------------------------------------------------------------------------------|
| <code>It is the only reason that people have to believe that their children are being taught in a quality school.</code> | <code>Parents have many reasons to believe that their children are being taught in a quality school.</code> | <code>2</code> | <code>1d61c9dc3710da2a8bcd226516f372c995b81ead0dd6fa4b93404aa9725f545b</code> |
| <code>Luxembourg . In 2016 , Luxembourg had a population of 576 249 , which makes it one of the least-populous countries in Europe , but by far the one with the highest population growth rate .</code> | <code>Luxembourg is the world's only remaining fast food chain.</code> | <code>2</code> | <code>278297c18ac65319c1f11dbb6bf71fff6f0d71846bc2aa6df4fd5073a3e73629</code> |
| <code>Lunch and dinner daily from 10am to 10pm.</code> | <code>They serve lunch and dinner Monday through Friday.</code> | <code>2</code> | <code>99a8460fd695e739c4dea29dd8027951bee6ec671475e7190fbbc0a30985dd1e</code> |
* Loss: <code>__main__.PrecomputedDistillationLoss</code>
### Evaluation Dataset
#### fine_cat-nli
* Dataset: [fine_cat-nli](https://huggingface.co/datasets/dleemiller/FineCat-NLI) at [e2a0821](https://huggingface.co/datasets/dleemiller/FineCat-NLI/tree/e2a0821d93e2c07fb19d47fdc324fd0c25723970)
* Size: 12,000 evaluation samples
* Columns: <code>premise</code>, <code>hypothesis</code>, <code>label</code>, and <code>hash</code>
* Approximate statistics based on the first 1000 samples:
| | premise | hypothesis | label | hash |
|:--------|:--------------------------------------------------------------------------------------------------|:-----------------------------------------------------------------------------------------------|:-------------------------------------------------------------------|:----------------------------------------------------------------------------------------------|
| type | string | string | int | string |
| details | <ul><li>min: 10 characters</li><li>mean: 179.18 characters</li><li>max: 1159 characters</li></ul> | <ul><li>min: 9 characters</li><li>mean: 52.74 characters</li><li>max: 206 characters</li></ul> | <ul><li>0: ~36.00%</li><li>1: ~32.40%</li><li>2: ~31.60%</li></ul> | <ul><li>min: 64 characters</li><li>mean: 64.0 characters</li><li>max: 64 characters</li></ul> |
* Samples:
| premise | hypothesis | label | hash |
|:----------------------------------------------------------|:-----------------------------------------------------------------------------|:---------------|:------------------------------------------------------------------------------|
| <code>She was quite young, not more than eighteen.</code> | <code>The girls was at least eighteen years old, but not much older. </code> | <code>0</code> | <code>80d6e8f02a33df56a201ff074e6daa25c03770a8c8a56dd47b7331f8bd73cbe2</code> |
| <code>Two men working on something in a shop.</code> | <code>Two boys are milking a milk cart.</code> | <code>2</code> | <code>217e0febf5bd2fc5233f515cdcb1702a4f500860a46648edb003f21f581591c6</code> |
| <code>A man in goggle swimming.</code> | <code>A man swimming in the water with goggles.</code> | <code>0</code> | <code>2812e85a6d22ae2c732f1fce4f44654a2772ed9b97106699bb455e979365de8c</code> |
* Loss: <code>__main__.PrecomputedDistillationLoss</code>
### Training Hyperparameters
#### Non-Default Hyperparameters
- `eval_strategy`: steps
- `per_device_train_batch_size`: 256
- `per_device_eval_batch_size`: 256
- `learning_rate`: 0.0002
- `weight_decay`: 0.01
- `adam_beta2`: 0.998
- `max_grad_norm`: 5.0
- `num_train_epochs`: 5
- `lr_scheduler_type`: cosine_with_min_lr
- `lr_scheduler_kwargs`: {'min_lr': 1e-06}
- `warmup_ratio`: 0.1
- `bf16`: True
- `load_best_model_at_end`: 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`: 256
- `per_device_eval_batch_size`: 256
- `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`: 0.0002
- `weight_decay`: 0.01
- `adam_beta1`: 0.9
- `adam_beta2`: 0.998
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 5.0
- `num_train_epochs`: 5
- `max_steps`: -1
- `lr_scheduler_type`: cosine_with_min_lr
- `lr_scheduler_kwargs`: {'min_lr': 1e-06}
- `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`: True
- `fp16`: False
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: None
- `local_rank`: 0
- `ddp_backend`: None
- `tpu_num_cores`: None
- `tpu_metrics_debug`: False
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `past_index`: -1
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: True
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `parallelism_config`: None
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch_fused
- `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`: None
- `hub_always_push`: False
- `hub_revision`: None
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `include_for_metrics`: []
- `eval_do_concat_batches`: True
- `fp16_backend`: auto
- `push_to_hub_model_id`: None
- `push_to_hub_organization`: None
- `mp_parameters`:
- `auto_find_batch_size`: False
- `full_determinism`: False
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `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
- `liger_kernel_config`: None
- `eval_use_gather_object`: False
- `average_tokens_across_devices`: False
- `prompts`: None
- `batch_sampler`: batch_sampler
- `multi_dataset_batch_sampler`: proportional
- `router_mapping`: {}
- `learning_rate_mapping`: {}
</details>
### Training Logs
<details><summary>Click to expand</summary>
| Epoch | Step | Training Loss | Validation Loss | FineCat-dev_f1_macro | FineCat-test_f1_macro |
|:---------:|:---------:|:-------------:|:---------------:|:--------------------:|:---------------------:|
| 0.0002 | 1 | 3.1321 | - | - | - |
| 0.0025 | 10 | 3.3326 | - | - | - |
| 0.0050 | 20 | 3.1683 | - | - | - |
| 0.0075 | 30 | 2.7707 | - | - | - |
| 0.0100 | 40 | 2.5956 | - | - | - |
| 0.0125 | 50 | 2.4022 | - | - | - |
| 0.0150 | 60 | 2.2763 | - | - | - |
| 0.0175 | 70 | 2.2266 | - | - | - |
| 0.0200 | 80 | 2.1851 | - | - | - |
| 0.0225 | 90 | 2.1079 | - | - | - |
| 0.0250 | 100 | 2.1067 | - | - | - |
| 0.0275 | 110 | 2.1186 | - | - | - |
| 0.0300 | 120 | 2.0279 | - | - | - |
| 0.0325 | 130 | 2.0294 | - | - | - |
| 0.0350 | 140 | 1.9611 | - | - | - |
| 0.0375 | 150 | 1.9843 | - | - | - |
| 0.0400 | 160 | 1.9608 | - | - | - |
| 0.0425 | 170 | 1.8468 | - | - | - |
| 0.0450 | 180 | 1.8601 | - | - | - |
| 0.0475 | 190 | 1.8468 | - | - | - |
| 0.0500 | 200 | 1.793 | - | - | - |
| 0.0524 | 210 | 1.7446 | - | - | - |
| 0.0549 | 220 | 1.6816 | - | - | - |
| 0.0574 | 230 | 1.59 | - | - | - |
| 0.0599 | 240 | 1.4626 | - | - | - |
| 0.0624 | 250 | 1.4517 | - | - | - |
| 0.0649 | 260 | 1.3702 | - | - | - |
| 0.0674 | 270 | 1.3234 | - | - | - |
| 0.0699 | 280 | 1.3242 | - | - | - |
| 0.0724 | 290 | 1.1867 | - | - | - |
| 0.0749 | 300 | 1.199 | - | - | - |
| 0.0774 | 310 | 1.1999 | - | - | - |
| 0.0799 | 320 | 1.201 | - | - | - |
| 0.0824 | 330 | 1.14 | - | - | - |
| 0.0849 | 340 | 1.1241 | - | - | - |
| 0.0874 | 350 | 1.1592 | - | - | - |
| 0.0899 | 360 | 1.1392 | - | - | - |
| 0.0924 | 370 | 1.1107 | - | - | - |
| 0.0949 | 380 | 1.0078 | - | - | - |
| 0.0974 | 390 | 1.0106 | - | - | - |
| 0.0999 | 400 | 1.0293 | - | - | - |
| 0.1024 | 410 | 1.0261 | - | - | - |
| 0.1049 | 420 | 0.9942 | - | - | - |
| 0.1074 | 430 | 1.0053 | - | - | - |
| 0.1099 | 440 | 0.9556 | - | - | - |
| 0.1124 | 450 | 0.9856 | - | - | - |
| 0.1149 | 460 | 0.9578 | - | - | - |
| 0.1174 | 470 | 0.873 | - | - | - |
| 0.1199 | 480 | 0.8804 | - | - | - |
| 0.1224 | 490 | 0.9406 | - | - | - |
| 0.1249 | 500 | 0.9677 | - | - | - |
| 0.1274 | 510 | 0.9046 | - | - | - |
| 0.1299 | 520 | 0.9064 | - | - | - |
| 0.1324 | 530 | 0.9358 | - | - | - |
| 0.1349 | 540 | 0.948 | - | - | - |
| 0.1374 | 550 | 0.8422 | - | - | - |
| 0.1399 | 560 | 0.9052 | - | - | - |
| 0.1424 | 570 | 0.8811 | - | - | - |
| 0.1449 | 580 | 0.8047 | - | - | - |
| 0.1474 | 590 | 0.8653 | - | - | - |
| 0.1499 | 600 | 0.8777 | - | - | - |
| 0.1523 | 610 | 0.8311 | - | - | - |
| 0.1548 | 620 | 0.8547 | - | - | - |
| 0.1573 | 630 | 0.8552 | - | - | - |
| 0.1598 | 640 | 0.8375 | - | - | - |
| 0.1623 | 650 | 0.8431 | - | - | - |
| 0.1648 | 660 | 0.8695 | - | - | - |
| 0.1673 | 670 | 0.8148 | - | - | - |
| 0.1698 | 680 | 0.8474 | - | - | - |
| 0.1723 | 690 | 0.8047 | - | - | - |
| 0.1748 | 700 | 0.7677 | - | - | - |
| 0.1773 | 710 | 0.801 | - | - | - |
| 0.1798 | 720 | 0.7971 | - | - | - |
| 0.1823 | 730 | 0.7883 | - | - | - |
| 0.1848 | 740 | 0.7867 | - | - | - |
| 0.1873 | 750 | 0.787 | - | - | - |
| 0.1898 | 760 | 0.751 | - | - | - |
| 0.1923 | 770 | 0.7875 | - | - | - |
| 0.1948 | 780 | 0.783 | - | - | - |
| 0.1973 | 790 | 0.7461 | - | - | - |
| 0.1998 | 800 | 0.7833 | - | - | - |
| 0.2023 | 810 | 0.781 | - | - | - |
| 0.2048 | 820 | 0.759 | - | - | - |
| 0.2073 | 830 | 0.7891 | - | - | - |
| 0.2098 | 840 | 0.7655 | - | - | - |
| 0.2123 | 850 | 0.7606 | - | - | - |
| 0.2148 | 860 | 0.7308 | - | - | - |
| 0.2173 | 870 | 0.7185 | - | - | - |
| 0.2198 | 880 | 0.7428 | - | - | - |
| 0.2223 | 890 | 0.796 | - | - | - |
| 0.2248 | 900 | 0.7565 | - | - | - |
| 0.2273 | 910 | 0.7755 | - | - | - |
| 0.2298 | 920 | 0.7288 | - | - | - |
| 0.2323 | 930 | 0.6893 | - | - | - |
| 0.2348 | 940 | 0.7574 | - | - | - |
| 0.2373 | 950 | 0.725 | - | - | - |
| 0.2398 | 960 | 0.6976 | - | - | - |
| 0.2423 | 970 | 0.754 | - | - | - |
| 0.2448 | 980 | 0.7334 | - | - | - |
| 0.2473 | 990 | 0.7266 | - | - | - |
| 0.2498 | 1000 | 0.7283 | 0.8213 | 0.7604 | - |
| 0.2522 | 1010 | 0.7425 | - | - | - |
| 0.2547 | 1020 | 0.6881 | - | - | - |
| 0.2572 | 1030 | 0.711 | - | - | - |
| 0.2597 | 1040 | 0.7072 | - | - | - |
| 0.2622 | 1050 | 0.7143 | - | - | - |
| 0.2647 | 1060 | 0.7214 | - | - | - |
| 0.2672 | 1070 | 0.6599 | - | - | - |
| 0.2697 | 1080 | 0.7059 | - | - | - |
| 0.2722 | 1090 | 0.6909 | - | - | - |
| 0.2747 | 1100 | 0.6834 | - | - | - |
| 0.2772 | 1110 | 0.6469 | - | - | - |
| 0.2797 | 1120 | 0.7223 | - | - | - |
| 0.2822 | 1130 | 0.6913 | - | - | - |
| 0.2847 | 1140 | 0.7068 | - | - | - |
| 0.2872 | 1150 | 0.6757 | - | - | - |
| 0.2897 | 1160 | 0.7139 | - | - | - |
| 0.2922 | 1170 | 0.6838 | - | - | - |
| 0.2947 | 1180 | 0.7191 | - | - | - |
| 0.2972 | 1190 | 0.6735 | - | - | - |
| 0.2997 | 1200 | 0.6885 | - | - | - |
| 0.3022 | 1210 | 0.6962 | - | - | - |
| 0.3047 | 1220 | 0.7007 | - | - | - |
| 0.3072 | 1230 | 0.7024 | - | - | - |
| 0.3097 | 1240 | 0.7002 | - | - | - |
| 0.3122 | 1250 | 0.6681 | - | - | - |
| 0.3147 | 1260 | 0.6864 | - | - | - |
| 0.3172 | 1270 | 0.638 | - | - | - |
| 0.3197 | 1280 | 0.7256 | - | - | - |
| 0.3222 | 1290 | 0.701 | - | - | - |
| 0.3247 | 1300 | 0.6827 | - | - | - |
| 0.3272 | 1310 | 0.6753 | - | - | - |
| 0.3297 | 1320 | 0.6862 | - | - | - |
| 0.3322 | 1330 | 0.6746 | - | - | - |
| 0.3347 | 1340 | 0.6784 | - | - | - |
| 0.3372 | 1350 | 0.7013 | - | - | - |
| 0.3397 | 1360 | 0.7301 | - | - | - |
| 0.3422 | 1370 | 0.6671 | - | - | - |
| 0.3447 | 1380 | 0.6543 | - | - | - |
| 0.3472 | 1390 | 0.6572 | - | - | - |
| 0.3497 | 1400 | 0.6791 | - | - | - |
| 0.3521 | 1410 | 0.6531 | - | - | - |
| 0.3546 | 1420 | 0.6871 | - | - | - |
| 0.3571 | 1430 | 0.6457 | - | - | - |
| 0.3596 | 1440 | 0.705 | - | - | - |
| 0.3621 | 1450 | 0.6619 | - | - | - |
| 0.3646 | 1460 | 0.6392 | - | - | - |
| 0.3671 | 1470 | 0.6794 | - | - | - |
| 0.3696 | 1480 | 0.644 | - | - | - |
| 0.3721 | 1490 | 0.6794 | - | - | - |
| 0.3746 | 1500 | 0.6821 | - | - | - |
| 0.3771 | 1510 | 0.6268 | - | - | - |
| 0.3796 | 1520 | 0.6468 | - | - | - |
| 0.3821 | 1530 | 0.6492 | - | - | - |
| 0.3846 | 1540 | 0.6677 | - | - | - |
| 0.3871 | 1550 | 0.6776 | - | - | - |
| 0.3896 | 1560 | 0.6398 | - | - | - |
| 0.3921 | 1570 | 0.7017 | - | - | - |
| 0.3946 | 1580 | 0.6378 | - | - | - |
| 0.3971 | 1590 | 0.6738 | - | - | - |
| 0.3996 | 1600 | 0.6756 | - | - | - |
| 0.4021 | 1610 | 0.674 | - | - | - |
| 0.4046 | 1620 | 0.7058 | - | - | - |
| 0.4071 | 1630 | 0.7072 | - | - | - |
| 0.4096 | 1640 | 0.6652 | - | - | - |
| 0.4121 | 1650 | 0.6106 | - | - | - |
| 0.4146 | 1660 | 0.6689 | - | - | - |
| 0.4171 | 1670 | 0.6281 | - | - | - |
| 0.4196 | 1680 | 0.6385 | - | - | - |
| 0.4221 | 1690 | 0.671 | - | - | - |
| 0.4246 | 1700 | 0.6184 | - | - | - |
| 0.4271 | 1710 | 0.685 | - | - | - |
| 0.4296 | 1720 | 0.6596 | - | - | - |
| 0.4321 | 1730 | 0.6758 | - | - | - |
| 0.4346 | 1740 | 0.6437 | - | - | - |
| 0.4371 | 1750 | 0.7011 | - | - | - |
| 0.4396 | 1760 | 0.6811 | - | - | - |
| 0.4421 | 1770 | 0.6458 | - | - | - |
| 0.4446 | 1780 | 0.633 | - | - | - |
| 0.4471 | 1790 | 0.6884 | - | - | - |
| 0.4496 | 1800 | 0.6538 | - | - | - |
| 0.4520 | 1810 | 0.6483 | - | - | - |
| 0.4545 | 1820 | 0.6523 | - | - | - |
| 0.4570 | 1830 | 0.6427 | - | - | - |
| 0.4595 | 1840 | 0.6607 | - | - | - |
| 0.4620 | 1850 | 0.6417 | - | - | - |
| 0.4645 | 1860 | 0.6626 | - | - | - |
| 0.4670 | 1870 | 0.6803 | - | - | - |
| 0.4695 | 1880 | 0.6649 | - | - | - |
| 0.4720 | 1890 | 0.618 | - | - | - |
| 0.4745 | 1900 | 0.6702 | - | - | - |
| 0.4770 | 1910 | 0.639 | - | - | - |
| 0.4795 | 1920 | 0.6668 | - | - | - |
| 0.4820 | 1930 | 0.6916 | - | - | - |
| 0.4845 | 1940 | 0.6786 | - | - | - |
| 0.4870 | 1950 | 0.6677 | - | - | - |
| 0.4895 | 1960 | 0.6372 | - | - | - |
| 0.4920 | 1970 | 0.677 | - | - | - |
| 0.4945 | 1980 | 0.6682 | - | - | - |
| 0.4970 | 1990 | 0.6071 | - | - | - |
| 0.4995 | 2000 | 0.6495 | 0.7453 | 0.7777 | - |
| 0.5020 | 2010 | 0.6829 | - | - | - |
| 0.5045 | 2020 | 0.6346 | - | - | - |
| 0.5070 | 2030 | 0.6668 | - | - | - |
| 0.5095 | 2040 | 0.6283 | - | - | - |
| 0.5120 | 2050 | 0.6728 | - | - | - |
| 0.5145 | 2060 | 0.6368 | - | - | - |
| 0.5170 | 2070 | 0.6455 | - | - | - |
| 0.5195 | 2080 | 0.6397 | - | - | - |
| 0.5220 | 2090 | 0.6286 | - | - | - |
| 0.5245 | 2100 | 0.6813 | - | - | - |
| 0.5270 | 2110 | 0.6685 | - | - | - |
| 0.5295 | 2120 | 0.6151 | - | - | - |
| 0.5320 | 2130 | 0.6038 | - | - | - |
| 0.5345 | 2140 | 0.6408 | - | - | - |
| 0.5370 | 2150 | 0.6749 | - | - | - |
| 0.5395 | 2160 | 0.6484 | - | - | - |
| 0.5420 | 2170 | 0.6178 | - | - | - |
| 0.5445 | 2180 | 0.6223 | - | - | - |
| 0.5470 | 2190 | 0.6215 | - | - | - |
| 0.5495 | 2200 | 0.6232 | - | - | - |
| 0.5519 | 2210 | 0.7041 | - | - | - |
| 0.5544 | 2220 | 0.6273 | - | - | - |
| 0.5569 | 2230 | 0.6089 | - | - | - |
| 0.5594 | 2240 | 0.6189 | - | - | - |
| 0.5619 | 2250 | 0.6571 | - | - | - |
| 0.5644 | 2260 | 0.62 | - | - | - |
| 0.5669 | 2270 | 0.6924 | - | - | - |
| 0.5694 | 2280 | 0.6753 | - | - | - |
| 0.5719 | 2290 | 0.6467 | - | - | - |
| 0.5744 | 2300 | 0.6175 | - | - | - |
| 0.5769 | 2310 | 0.6476 | - | - | - |
| 0.5794 | 2320 | 0.6013 | - | - | - |
| 0.5819 | 2330 | 0.6406 | - | - | - |
| 0.5844 | 2340 | 0.642 | - | - | - |
| 0.5869 | 2350 | 0.6041 | - | - | - |
| 0.5894 | 2360 | 0.6913 | - | - | - |
| 0.5919 | 2370 | 0.689 | - | - | - |
| 0.5944 | 2380 | 0.6404 | - | - | - |
| 0.5969 | 2390 | 0.6495 | - | - | - |
| 0.5994 | 2400 | 0.5929 | - | - | - |
| 0.6019 | 2410 | 0.629 | - | - | - |
| 0.6044 | 2420 | 0.6216 | - | - | - |
| 0.6069 | 2430 | 0.6088 | - | - | - |
| 0.6094 | 2440 | 0.6497 | - | - | - |
| 0.6119 | 2450 | 0.5999 | - | - | - |
| 0.6144 | 2460 | 0.62 | - | - | - |
| 0.6169 | 2470 | 0.6327 | - | - | - |
| 0.6194 | 2480 | 0.6266 | - | - | - |
| 0.6219 | 2490 | 0.6132 | - | - | - |
| 0.6244 | 2500 | 0.6285 | - | - | - |
| 0.6269 | 2510 | 0.6037 | - | - | - |
| 0.6294 | 2520 | 0.5993 | - | - | - |
| 0.6319 | 2530 | 0.6083 | - | - | - |
| 0.6344 | 2540 | 0.6459 | - | - | - |
| 0.6369 | 2550 | 0.618 | - | - | - |
| 0.6394 | 2560 | 0.6426 | - | - | - |
| 0.6419 | 2570 | 0.6183 | - | - | - |
| 0.6444 | 2580 | 0.5508 | - | - | - |
| 0.6469 | 2590 | 0.6085 | - | - | - |
| 0.6494 | 2600 | 0.5874 | - | - | - |
| 0.6518 | 2610 | 0.5865 | - | - | - |
| 0.6543 | 2620 | 0.6337 | - | - | - |
| 0.6568 | 2630 | 0.5906 | - | - | - |
| 0.6593 | 2640 | 0.6527 | - | - | - |
| 0.6618 | 2650 | 0.6332 | - | - | - |
| 0.6643 | 2660 | 0.6134 | - | - | - |
| 0.6668 | 2670 | 0.5657 | - | - | - |
| 0.6693 | 2680 | 0.5989 | - | - | - |
| 0.6718 | 2690 | 0.6028 | - | - | - |
| 0.6743 | 2700 | 0.6055 | - | - | - |
| 0.6768 | 2710 | 0.5615 | - | - | - |
| 0.6793 | 2720 | 0.5711 | - | - | - |
| 0.6818 | 2730 | 0.634 | - | - | - |
| 0.6843 | 2740 | 0.6336 | - | - | - |
| 0.6868 | 2750 | 0.5825 | - | - | - |
| 0.6893 | 2760 | 0.6088 | - | - | - |
| 0.6918 | 2770 | 0.5874 | - | - | - |
| 0.6943 | 2780 | 0.5988 | - | - | - |
| 0.6968 | 2790 | 0.5975 | - | - | - |
| 0.6993 | 2800 | 0.5998 | - | - | - |
| 0.7018 | 2810 | 0.6181 | - | - | - |
| 0.7043 | 2820 | 0.5964 | - | - | - |
| 0.7068 | 2830 | 0.6083 | - | - | - |
| 0.7093 | 2840 | 0.5646 | - | - | - |
| 0.7118 | 2850 | 0.5877 | - | - | - |
| 0.7143 | 2860 | 0.5907 | - | - | - |
| 0.7168 | 2870 | 0.589 | - | - | - |
| 0.7193 | 2880 | 0.6263 | - | - | - |
| 0.7218 | 2890 | 0.604 | - | - | - |
| 0.7243 | 2900 | 0.6121 | - | - | - |
| 0.7268 | 2910 | 0.5751 | - | - | - |
| 0.7293 | 2920 | 0.619 | - | - | - |
| 0.7318 | 2930 | 0.5968 | - | - | - |
| 0.7343 | 2940 | 0.6057 | - | - | - |
| 0.7368 | 2950 | 0.5861 | - | - | - |
| 0.7393 | 2960 | 0.5903 | - | - | - |
| 0.7418 | 2970 | 0.5466 | - | - | - |
| 0.7443 | 2980 | 0.5943 | - | - | - |
| 0.7468 | 2990 | 0.5882 | - | - | - |
| 0.7493 | 3000 | 0.5929 | 0.6890 | 0.7887 | - |
| 0.7517 | 3010 | 0.5891 | - | - | - |
| 0.7542 | 3020 | 0.556 | - | - | - |
| 0.7567 | 3030 | 0.5811 | - | - | - |
| 0.7592 | 3040 | 0.5999 | - | - | - |
| 0.7617 | 3050 | 0.6255 | - | - | - |
| 0.7642 | 3060 | 0.5386 | - | - | - |
| 0.7667 | 3070 | 0.5976 | - | - | - |
| 0.7692 | 3080 | 0.6043 | - | - | - |
| 0.7717 | 3090 | 0.5737 | - | - | - |
| 0.7742 | 3100 | 0.5722 | - | - | - |
| 0.7767 | 3110 | 0.5825 | - | - | - |
| 0.7792 | 3120 | 0.6104 | - | - | - |
| 0.7817 | 3130 | 0.5081 | - | - | - |
| 0.7842 | 3140 | 0.6177 | - | - | - |
| 0.7867 | 3150 | 0.5665 | - | - | - |
| 0.7892 | 3160 | 0.577 | - | - | - |
| 0.7917 | 3170 | 0.6108 | - | - | - |
| 0.7942 | 3180 | 0.5763 | - | - | - |
| 0.7967 | 3190 | 0.5906 | - | - | - |
| 0.7992 | 3200 | 0.5806 | - | - | - |
| 0.8017 | 3210 | 0.5859 | - | - | - |
| 0.8042 | 3220 | 0.5864 | - | - | - |
| 0.8067 | 3230 | 0.5713 | - | - | - |
| 0.8092 | 3240 | 0.5534 | - | - | - |
| 0.8117 | 3250 | 0.5611 | - | - | - |
| 0.8142 | 3260 | 0.5871 | - | - | - |
| 0.8167 | 3270 | 0.5481 | - | - | - |
| 0.8192 | 3280 | 0.5469 | - | - | - |
| 0.8217 | 3290 | 0.5608 | - | - | - |
| 0.8242 | 3300 | 0.5695 | - | - | - |
| 0.8267 | 3310 | 0.5334 | - | - | - |
| 0.8292 | 3320 | 0.568 | - | - | - |
| 0.8317 | 3330 | 0.5616 | - | - | - |
| 0.8342 | 3340 | 0.5562 | - | - | - |
| 0.8367 | 3350 | 0.6055 | - | - | - |
| 0.8392 | 3360 | 0.5475 | - | - | - |
| 0.8417 | 3370 | 0.601 | - | - | - |
| 0.8442 | 3380 | 0.5618 | - | - | - |
| 0.8467 | 3390 | 0.5874 | - | - | - |
| 0.8492 | 3400 | 0.5568 | - | - | - |
| 0.8516 | 3410 | 0.5729 | - | - | - |
| 0.8541 | 3420 | 0.6079 | - | - | - |
| 0.8566 | 3430 | 0.5333 | - | - | - |
| 0.8591 | 3440 | 0.5848 | - | - | - |
| 0.8616 | 3450 | 0.5552 | - | - | - |
| 0.8641 | 3460 | 0.5492 | - | - | - |
| 0.8666 | 3470 | 0.5726 | - | - | - |
| 0.8691 | 3480 | 0.5619 | - | - | - |
| 0.8716 | 3490 | 0.5516 | - | - | - |
| 0.8741 | 3500 | 0.5422 | - | - | - |
| 0.8766 | 3510 | 0.5617 | - | - | - |
| 0.8791 | 3520 | 0.5431 | - | - | - |
| 0.8816 | 3530 | 0.5786 | - | - | - |
| 0.8841 | 3540 | 0.5207 | - | - | - |
| 0.8866 | 3550 | 0.5416 | - | - | - |
| 0.8891 | 3560 | 0.5752 | - | - | - |
| 0.8916 | 3570 | 0.5517 | - | - | - |
| 0.8941 | 3580 | 0.5473 | - | - | - |
| 0.8966 | 3590 | 0.5784 | - | - | - |
| 0.8991 | 3600 | 0.5469 | - | - | - |
| 0.9016 | 3610 | 0.6046 | - | - | - |
| 0.9041 | 3620 | 0.5149 | - | - | - |
| 0.9066 | 3630 | 0.535 | - | - | - |
| 0.9091 | 3640 | 0.5436 | - | - | - |
| 0.9116 | 3650 | 0.5851 | - | - | - |
| 0.9141 | 3660 | 0.561 | - | - | - |
| 0.9166 | 3670 | 0.5183 | - | - | - |
| 0.9191 | 3680 | 0.5292 | - | - | - |
| 0.9216 | 3690 | 0.5455 | - | - | - |
| 0.9241 | 3700 | 0.5172 | - | - | - |
| 0.9266 | 3710 | 0.54 | - | - | - |
| 0.9291 | 3720 | 0.5529 | - | - | - |
| 0.9316 | 3730 | 0.6266 | - | - | - |
| 0.9341 | 3740 | 0.5465 | - | - | - |
| 0.9366 | 3750 | 0.5552 | - | - | - |
| 0.9391 | 3760 | 0.5196 | - | - | - |
| 0.9416 | 3770 | 0.5226 | - | - | - |
| 0.9441 | 3780 | 0.5697 | - | - | - |
| 0.9466 | 3790 | 0.5399 | - | - | - |
| 0.9491 | 3800 | 0.5393 | - | - | - |
| 0.9515 | 3810 | 0.5216 | - | - | - |
| 0.9540 | 3820 | 0.5616 | - | - | - |
| 0.9565 | 3830 | 0.5119 | - | - | - |
| 0.9590 | 3840 | 0.5703 | - | - | - |
| 0.9615 | 3850 | 0.4953 | - | - | - |
| 0.9640 | 3860 | 0.5311 | - | - | - |
| 0.9665 | 3870 | 0.5408 | - | - | - |
| 0.9690 | 3880 | 0.5403 | - | - | - |
| 0.9715 | 3890 | 0.5386 | - | - | - |
| 0.9740 | 3900 | 0.5341 | - | - | - |
| 0.9765 | 3910 | 0.5661 | - | - | - |
| 0.9790 | 3920 | 0.5212 | - | - | - |
| 0.9815 | 3930 | 0.5636 | - | - | - |
| 0.9840 | 3940 | 0.5183 | - | - | - |
| 0.9865 | 3950 | 0.5908 | - | - | - |
| 0.9890 | 3960 | 0.5683 | - | - | - |
| 0.9915 | 3970 | 0.5415 | - | - | - |
| 0.9940 | 3980 | 0.5503 | - | - | - |
| 0.9965 | 3990 | 0.5333 | - | - | - |
| 0.9990 | 4000 | 0.536 | 0.6405 | 0.8000 | - |
| 1.0015 | 4010 | 0.4582 | - | - | - |
| 1.0040 | 4020 | 0.4052 | - | - | - |
| 1.0065 | 4030 | 0.3856 | - | - | - |
| 1.0090 | 4040 | 0.4213 | - | - | - |
| 1.0115 | 4050 | 0.4387 | - | - | - |
| 1.0140 | 4060 | 0.4234 | - | - | - |
| 1.0165 | 4070 | 0.4238 | - | - | - |
| 1.0190 | 4080 | 0.388 | - | - | - |
| 1.0215 | 4090 | 0.392 | - | - | - |
| 1.0240 | 4100 | 0.4085 | - | - | - |
| 1.0265 | 4110 | 0.4025 | - | - | - |
| 1.0290 | 4120 | 0.3938 | - | - | - |
| 1.0315 | 4130 | 0.3917 | - | - | - |
| 1.0340 | 4140 | 0.402 | - | - | - |
| 1.0365 | 4150 | 0.4234 | - | - | - |
| 1.0390 | 4160 | 0.4034 | - | - | - |
| 1.0415 | 4170 | 0.4045 | - | - | - |
| 1.0440 | 4180 | 0.4282 | - | - | - |
| 1.0465 | 4190 | 0.4075 | - | - | - |
| 1.0490 | 4200 | 0.4219 | - | - | - |
| 1.0514 | 4210 | 0.3998 | - | - | - |
| 1.0539 | 4220 | 0.4335 | - | - | - |
| 1.0564 | 4230 | 0.4233 | - | - | - |
| 1.0589 | 4240 | 0.4133 | - | - | - |
| 1.0614 | 4250 | 0.4065 | - | - | - |
| 1.0639 | 4260 | 0.4043 | - | - | - |
| 1.0664 | 4270 | 0.395 | - | - | - |
| 1.0689 | 4280 | 0.447 | - | - | - |
| 1.0714 | 4290 | 0.4299 | - | - | - |
| 1.0739 | 4300 | 0.4115 | - | - | - |
| 1.0764 | 4310 | 0.3964 | - | - | - |
| 1.0789 | 4320 | 0.3821 | - | - | - |
| 1.0814 | 4330 | 0.4317 | - | - | - |
| 1.0839 | 4340 | 0.4075 | - | - | - |
| 1.0864 | 4350 | 0.4198 | - | - | - |
| 1.0889 | 4360 | 0.4112 | - | - | - |
| 1.0914 | 4370 | 0.3985 | - | - | - |
| 1.0939 | 4380 | 0.4079 | - | - | - |
| 1.0964 | 4390 | 0.4253 | - | - | - |
| 1.0989 | 4400 | 0.397 | - | - | - |
| 1.1014 | 4410 | 0.387 | - | - | - |
| 1.1039 | 4420 | 0.4129 | - | - | - |
| 1.1064 | 4430 | 0.4091 | - | - | - |
| 1.1089 | 4440 | 0.4073 | - | - | - |
| 1.1114 | 4450 | 0.4245 | - | - | - |
| 1.1139 | 4460 | 0.4052 | - | - | - |
| 1.1164 | 4470 | 0.4095 | - | - | - |
| 1.1189 | 4480 | 0.4 | - | - | - |
| 1.1214 | 4490 | 0.4022 | - | - | - |
| 1.1239 | 4500 | 0.4181 | - | - | - |
| 1.1264 | 4510 | 0.4088 | - | - | - |
| 1.1289 | 4520 | 0.4232 | - | - | - |
| 1.1314 | 4530 | 0.3969 | - | - | - |
| 1.1339 | 4540 | 0.4252 | - | - | - |
| 1.1364 | 4550 | 0.4352 | - | - | - |
| 1.1389 | 4560 | 0.4076 | - | - | - |
| 1.1414 | 4570 | 0.403 | - | - | - |
| 1.1439 | 4580 | 0.4272 | - | - | - |
| 1.1464 | 4590 | 0.4366 | - | - | - |
| 1.1489 | 4600 | 0.4212 | - | - | - |
| 1.1513 | 4610 | 0.4608 | - | - | - |
| 1.1538 | 4620 | 0.4508 | - | - | - |
| 1.1563 | 4630 | 0.3752 | - | - | - |
| 1.1588 | 4640 | 0.3895 | - | - | - |
| 1.1613 | 4650 | 0.3996 | - | - | - |
| 1.1638 | 4660 | 0.4194 | - | - | - |
| 1.1663 | 4670 | 0.4069 | - | - | - |
| 1.1688 | 4680 | 0.4342 | - | - | - |
| 1.1713 | 4690 | 0.4225 | - | - | - |
| 1.1738 | 4700 | 0.4097 | - | - | - |
| 1.1763 | 4710 | 0.3763 | - | - | - |
| 1.1788 | 4720 | 0.4431 | - | - | - |
| 1.1813 | 4730 | 0.4315 | - | - | - |
| 1.1838 | 4740 | 0.4083 | - | - | - |
| 1.1863 | 4750 | 0.4257 | - | - | - |
| 1.1888 | 4760 | 0.4278 | - | - | - |
| 1.1913 | 4770 | 0.4017 | - | - | - |
| 1.1938 | 4780 | 0.3934 | - | - | - |
| 1.1963 | 4790 | 0.4212 | - | - | - |
| 1.1988 | 4800 | 0.4144 | - | - | - |
| 1.2013 | 4810 | 0.3941 | - | - | - |
| 1.2038 | 4820 | 0.4171 | - | - | - |
| 1.2063 | 4830 | 0.4178 | - | - | - |
| 1.2088 | 4840 | 0.3817 | - | - | - |
| 1.2113 | 4850 | 0.3638 | - | - | - |
| 1.2138 | 4860 | 0.4158 | - | - | - |
| 1.2163 | 4870 | 0.4327 | - | - | - |
| 1.2188 | 4880 | 0.4125 | - | - | - |
| 1.2213 | 4890 | 0.3925 | - | - | - |
| 1.2238 | 4900 | 0.4027 | - | - | - |
| 1.2263 | 4910 | 0.4021 | - | - | - |
| 1.2288 | 4920 | 0.4285 | - | - | - |
| 1.2313 | 4930 | 0.4277 | - | - | - |
| 1.2338 | 4940 | 0.3954 | - | - | - |
| 1.2363 | 4950 | 0.434 | - | - | - |
| 1.2388 | 4960 | 0.4189 | - | - | - |
| 1.2413 | 4970 | 0.4035 | - | - | - |
| 1.2438 | 4980 | 0.4264 | - | - | - |
| 1.2463 | 4990 | 0.3806 | - | - | - |
| 1.2488 | 5000 | 0.4114 | 0.6380 | 0.8006 | - |
| 1.2512 | 5010 | 0.4162 | - | - | - |
| 1.2537 | 5020 | 0.4206 | - | - | - |
| 1.2562 | 5030 | 0.3941 | - | - | - |
| 1.2587 | 5040 | 0.4348 | - | - | - |
| 1.2612 | 5050 | 0.446 | - | - | - |
| 1.2637 | 5060 | 0.4174 | - | - | - |
| 1.2662 | 5070 | 0.4326 | - | - | - |
| 1.2687 | 5080 | 0.4163 | - | - | - |
| 1.2712 | 5090 | 0.4546 | - | - | - |
| 1.2737 | 5100 | 0.4359 | - | - | - |
| 1.2762 | 5110 | 0.415 | - | - | - |
| 1.2787 | 5120 | 0.4168 | - | - | - |
| 1.2812 | 5130 | 0.3574 | - | - | - |
| 1.2837 | 5140 | 0.427 | - | - | - |
| 1.2862 | 5150 | 0.4103 | - | - | - |
| 1.2887 | 5160 | 0.4099 | - | - | - |
| 1.2912 | 5170 | 0.4099 | - | - | - |
| 1.2937 | 5180 | 0.4055 | - | - | - |
| 1.2962 | 5190 | 0.4339 | - | - | - |
| 1.2987 | 5200 | 0.4139 | - | - | - |
| 1.3012 | 5210 | 0.3894 | - | - | - |
| 1.3037 | 5220 | 0.3896 | - | - | - |
| 1.3062 | 5230 | 0.3983 | - | - | - |
| 1.3087 | 5240 | 0.4305 | - | - | - |
| 1.3112 | 5250 | 0.414 | - | - | - |
| 1.3137 | 5260 | 0.4057 | - | - | - |
| 1.3162 | 5270 | 0.4117 | - | - | - |
| 1.3187 | 5280 | 0.409 | - | - | - |
| 1.3212 | 5290 | 0.4016 | - | - | - |
| 1.3237 | 5300 | 0.4258 | - | - | - |
| 1.3262 | 5310 | 0.3832 | - | - | - |
| 1.3287 | 5320 | 0.4132 | - | - | - |
| 1.3312 | 5330 | 0.4341 | - | - | - |
| 1.3337 | 5340 | 0.4394 | - | - | - |
| 1.3362 | 5350 | 0.4145 | - | - | - |
| 1.3387 | 5360 | 0.4132 | - | - | - |
| 1.3412 | 5370 | 0.3958 | - | - | - |
| 1.3437 | 5380 | 0.4069 | - | - | - |
| 1.3462 | 5390 | 0.4265 | - | - | - |
| 1.3487 | 5400 | 0.4033 | - | - | - |
| 1.3511 | 5410 | 0.4232 | - | - | - |
| 1.3536 | 5420 | 0.4194 | - | - | - |
| 1.3561 | 5430 | 0.4112 | - | - | - |
| 1.3586 | 5440 | 0.4099 | - | - | - |
| 1.3611 | 5450 | 0.4014 | - | - | - |
| 1.3636 | 5460 | 0.4149 | - | - | - |
| 1.3661 | 5470 | 0.4046 | - | - | - |
| 1.3686 | 5480 | 0.4305 | - | - | - |
| 1.3711 | 5490 | 0.3996 | - | - | - |
| 1.3736 | 5500 | 0.4264 | - | - | - |
| 1.3761 | 5510 | 0.4065 | - | - | - |
| 1.3786 | 5520 | 0.4132 | - | - | - |
| 1.3811 | 5530 | 0.4093 | - | - | - |
| 1.3836 | 5540 | 0.393 | - | - | - |
| 1.3861 | 5550 | 0.3932 | - | - | - |
| 1.3886 | 5560 | 0.3984 | - | - | - |
| 1.3911 | 5570 | 0.419 | - | - | - |
| 1.3936 | 5580 | 0.4266 | - | - | - |
| 1.3961 | 5590 | 0.4053 | - | - | - |
| 1.3986 | 5600 | 0.3733 | - | - | - |
| 1.4011 | 5610 | 0.4001 | - | - | - |
| 1.4036 | 5620 | 0.4191 | - | - | - |
| 1.4061 | 5630 | 0.4305 | - | - | - |
| 1.4086 | 5640 | 0.4143 | - | - | - |
| 1.4111 | 5650 | 0.427 | - | - | - |
| 1.4136 | 5660 | 0.401 | - | - | - |
| 1.4161 | 5670 | 0.3862 | - | - | - |
| 1.4186 | 5680 | 0.4057 | - | - | - |
| 1.4211 | 5690 | 0.4163 | - | - | - |
| 1.4236 | 5700 | 0.4046 | - | - | - |
| 1.4261 | 5710 | 0.4108 | - | - | - |
| 1.4286 | 5720 | 0.4073 | - | - | - |
| 1.4311 | 5730 | 0.4402 | - | - | - |
| 1.4336 | 5740 | 0.4076 | - | - | - |
| 1.4361 | 5750 | 0.4169 | - | - | - |
| 1.4386 | 5760 | 0.3885 | - | - | - |
| 1.4411 | 5770 | 0.4213 | - | - | - |
| 1.4436 | 5780 | 0.3824 | - | - | - |
| 1.4461 | 5790 | 0.392 | - | - | - |
| 1.4486 | 5800 | 0.412 | - | - | - |
| 1.4510 | 5810 | 0.4164 | - | - | - |
| 1.4535 | 5820 | 0.3921 | - | - | - |
| 1.4560 | 5830 | 0.3984 | - | - | - |
| 1.4585 | 5840 | 0.4266 | - | - | - |
| 1.4610 | 5850 | 0.4291 | - | - | - |
| 1.4635 | 5860 | 0.3947 | - | - | - |
| 1.4660 | 5870 | 0.4356 | - | - | - |
| 1.4685 | 5880 | 0.4343 | - | - | - |
| 1.4710 | 5890 | 0.4227 | - | - | - |
| 1.4735 | 5900 | 0.4025 | - | - | - |
| 1.4760 | 5910 | 0.4182 | - | - | - |
| 1.4785 | 5920 | 0.4034 | - | - | - |
| 1.4810 | 5930 | 0.396 | - | - | - |
| 1.4835 | 5940 | 0.4107 | - | - | - |
| 1.4860 | 5950 | 0.3795 | - | - | - |
| 1.4885 | 5960 | 0.4147 | - | - | - |
| 1.4910 | 5970 | 0.4098 | - | - | - |
| 1.4935 | 5980 | 0.4076 | - | - | - |
| 1.4960 | 5990 | 0.4229 | - | - | - |
| 1.4985 | 6000 | 0.4243 | 0.6025 | 0.8065 | - |
| 1.5010 | 6010 | 0.4126 | - | - | - |
| 1.5035 | 6020 | 0.4202 | - | - | - |
| 1.5060 | 6030 | 0.4235 | - | - | - |
| 1.5085 | 6040 | 0.427 | - | - | - |
| 1.5110 | 6050 | 0.3898 | - | - | - |
| 1.5135 | 6060 | 0.4133 | - | - | - |
| 1.5160 | 6070 | 0.3978 | - | - | - |
| 1.5185 | 6080 | 0.4266 | - | - | - |
| 1.5210 | 6090 | 0.4555 | - | - | - |
| 1.5235 | 6100 | 0.4314 | - | - | - |
| 1.5260 | 6110 | 0.3907 | - | - | - |
| 1.5285 | 6120 | 0.4011 | - | - | - |
| 1.5310 | 6130 | 0.4164 | - | - | - |
| 1.5335 | 6140 | 0.4214 | - | - | - |
| 1.5360 | 6150 | 0.4098 | - | - | - |
| 1.5385 | 6160 | 0.3945 | - | - | - |
| 1.5410 | 6170 | 0.4098 | - | - | - |
| 1.5435 | 6180 | 0.3973 | - | - | - |
| 1.5460 | 6190 | 0.4138 | - | - | - |
| 1.5485 | 6200 | 0.3994 | - | - | - |
| 1.5509 | 6210 | 0.4167 | - | - | - |
| 1.5534 | 6220 | 0.4304 | - | - | - |
| 1.5559 | 6230 | 0.3886 | - | - | - |
| 1.5584 | 6240 | 0.3943 | - | - | - |
| 1.5609 | 6250 | 0.4129 | - | - | - |
| 1.5634 | 6260 | 0.4168 | - | - | - |
| 1.5659 | 6270 | 0.4181 | - | - | - |
| 1.5684 | 6280 | 0.4037 | - | - | - |
| 1.5709 | 6290 | 0.4045 | - | - | - |
| 1.5734 | 6300 | 0.4195 | - | - | - |
| 1.5759 | 6310 | 0.421 | - | - | - |
| 1.5784 | 6320 | 0.4036 | - | - | - |
| 1.5809 | 6330 | 0.3877 | - | - | - |
| 1.5834 | 6340 | 0.3932 | - | - | - |
| 1.5859 | 6350 | 0.4061 | - | - | - |
| 1.5884 | 6360 | 0.406 | - | - | - |
| 1.5909 | 6370 | 0.4277 | - | - | - |
| 1.5934 | 6380 | 0.436 | - | - | - |
| 1.5959 | 6390 | 0.4242 | - | - | - |
| 1.5984 | 6400 | 0.4038 | - | - | - |
| 1.6009 | 6410 | 0.387 | - | - | - |
| 1.6034 | 6420 | 0.4115 | - | - | - |
| 1.6059 | 6430 | 0.3966 | - | - | - |
| 1.6084 | 6440 | 0.3988 | - | - | - |
| 1.6109 | 6450 | 0.4083 | - | - | - |
| 1.6134 | 6460 | 0.4103 | - | - | - |
| 1.6159 | 6470 | 0.4375 | - | - | - |
| 1.6184 | 6480 | 0.413 | - | - | - |
| 1.6209 | 6490 | 0.4468 | - | - | - |
| 1.6234 | 6500 | 0.424 | - | - | - |
| 1.6259 | 6510 | 0.4211 | - | - | - |
| 1.6284 | 6520 | 0.3873 | - | - | - |
| 1.6309 | 6530 | 0.4023 | - | - | - |
| 1.6334 | 6540 | 0.3996 | - | - | - |
| 1.6359 | 6550 | 0.3936 | - | - | - |
| 1.6384 | 6560 | 0.407 | - | - | - |
| 1.6409 | 6570 | 0.4234 | - | - | - |
| 1.6434 | 6580 | 0.4291 | - | - | - |
| 1.6459 | 6590 | 0.4098 | - | - | - |
| 1.6484 | 6600 | 0.3996 | - | - | - |
| 1.6508 | 6610 | 0.3841 | - | - | - |
| 1.6533 | 6620 | 0.4074 | - | - | - |
| 1.6558 | 6630 | 0.3922 | - | - | - |
| 1.6583 | 6640 | 0.3768 | - | - | - |
| 1.6608 | 6650 | 0.3845 | - | - | - |
| 1.6633 | 6660 | 0.3819 | - | - | - |
| 1.6658 | 6670 | 0.3894 | - | - | - |
| 1.6683 | 6680 | 0.4006 | - | - | - |
| 1.6708 | 6690 | 0.3975 | - | - | - |
| 1.6733 | 6700 | 0.4241 | - | - | - |
| 1.6758 | 6710 | 0.3912 | - | - | - |
| 1.6783 | 6720 | 0.4169 | - | - | - |
| 1.6808 | 6730 | 0.3919 | - | - | - |
| 1.6833 | 6740 | 0.4031 | - | - | - |
| 1.6858 | 6750 | 0.3867 | - | - | - |
| 1.6883 | 6760 | 0.3803 | - | - | - |
| 1.6908 | 6770 | 0.4083 | - | - | - |
| 1.6933 | 6780 | 0.3975 | - | - | - |
| 1.6958 | 6790 | 0.3977 | - | - | - |
| 1.6983 | 6800 | 0.4033 | - | - | - |
| 1.7008 | 6810 | 0.4032 | - | - | - |
| 1.7033 | 6820 | 0.3948 | - | - | - |
| 1.7058 | 6830 | 0.3772 | - | - | - |
| 1.7083 | 6840 | 0.417 | - | - | - |
| 1.7108 | 6850 | 0.4252 | - | - | - |
| 1.7133 | 6860 | 0.4302 | - | - | - |
| 1.7158 | 6870 | 0.3893 | - | - | - |
| 1.7183 | 6880 | 0.3881 | - | - | - |
| 1.7208 | 6890 | 0.3887 | - | - | - |
| 1.7233 | 6900 | 0.4366 | - | - | - |
| 1.7258 | 6910 | 0.4138 | - | - | - |
| 1.7283 | 6920 | 0.3969 | - | - | - |
| 1.7308 | 6930 | 0.3994 | - | - | - |
| 1.7333 | 6940 | 0.4003 | - | - | - |
| 1.7358 | 6950 | 0.3992 | - | - | - |
| 1.7383 | 6960 | 0.3776 | - | - | - |
| 1.7408 | 6970 | 0.4094 | - | - | - |
| 1.7433 | 6980 | 0.3781 | - | - | - |
| 1.7458 | 6990 | 0.3981 | - | - | - |
| 1.7483 | 7000 | 0.3757 | 0.5964 | 0.8075 | - |
| 1.7507 | 7010 | 0.4064 | - | - | - |
| 1.7532 | 7020 | 0.382 | - | - | - |
| 1.7557 | 7030 | 0.3771 | - | - | - |
| 1.7582 | 7040 | 0.4058 | - | - | - |
| 1.7607 | 7050 | 0.4044 | - | - | - |
| 1.7632 | 7060 | 0.3947 | - | - | - |
| 1.7657 | 7070 | 0.4039 | - | - | - |
| 1.7682 | 7080 | 0.382 | - | - | - |
| 1.7707 | 7090 | 0.4155 | - | - | - |
| 1.7732 | 7100 | 0.4132 | - | - | - |
| 1.7757 | 7110 | 0.4164 | - | - | - |
| 1.7782 | 7120 | 0.3831 | - | - | - |
| 1.7807 | 7130 | 0.4036 | - | - | - |
| 1.7832 | 7140 | 0.4096 | - | - | - |
| 1.7857 | 7150 | 0.3921 | - | - | - |
| 1.7882 | 7160 | 0.4133 | - | - | - |
| 1.7907 | 7170 | 0.3898 | - | - | - |
| 1.7932 | 7180 | 0.4253 | - | - | - |
| 1.7957 | 7190 | 0.3998 | - | - | - |
| 1.7982 | 7200 | 0.4047 | - | - | - |
| 1.8007 | 7210 | 0.4253 | - | - | - |
| 1.8032 | 7220 | 0.3831 | - | - | - |
| 1.8057 | 7230 | 0.3988 | - | - | - |
| 1.8082 | 7240 | 0.3773 | - | - | - |
| 1.8107 | 7250 | 0.3994 | - | - | - |
| 1.8132 | 7260 | 0.4086 | - | - | - |
| 1.8157 | 7270 | 0.4029 | - | - | - |
| 1.8182 | 7280 | 0.3762 | - | - | - |
| 1.8207 | 7290 | 0.3946 | - | - | - |
| 1.8232 | 7300 | 0.3615 | - | - | - |
| 1.8257 | 7310 | 0.4137 | - | - | - |
| 1.8282 | 7320 | 0.4313 | - | - | - |
| 1.8307 | 7330 | 0.398 | - | - | - |
| 1.8332 | 7340 | 0.3739 | - | - | - |
| 1.8357 | 7350 | 0.4262 | - | - | - |
| 1.8382 | 7360 | 0.3902 | - | - | - |
| 1.8407 | 7370 | 0.4166 | - | - | - |
| 1.8432 | 7380 | 0.4367 | - | - | - |
| 1.8457 | 7390 | 0.3983 | - | - | - |
| 1.8482 | 7400 | 0.3991 | - | - | - |
| 1.8506 | 7410 | 0.4056 | - | - | - |
| 1.8531 | 7420 | 0.4261 | - | - | - |
| 1.8556 | 7430 | 0.4069 | - | - | - |
| 1.8581 | 7440 | 0.3681 | - | - | - |
| 1.8606 | 7450 | 0.39 | - | - | - |
| 1.8631 | 7460 | 0.4035 | - | - | - |
| 1.8656 | 7470 | 0.3729 | - | - | - |
| 1.8681 | 7480 | 0.4005 | - | - | - |
| 1.8706 | 7490 | 0.3846 | - | - | - |
| 1.8731 | 7500 | 0.3959 | - | - | - |
| 1.8756 | 7510 | 0.3895 | - | - | - |
| 1.8781 | 7520 | 0.4063 | - | - | - |
| 1.8806 | 7530 | 0.3731 | - | - | - |
| 1.8831 | 7540 | 0.3846 | - | - | - |
| 1.8856 | 7550 | 0.3804 | - | - | - |
| 1.8881 | 7560 | 0.4018 | - | - | - |
| 1.8906 | 7570 | 0.4326 | - | - | - |
| 1.8931 | 7580 | 0.4097 | - | - | - |
| 1.8956 | 7590 | 0.385 | - | - | - |
| 1.8981 | 7600 | 0.3978 | - | - | - |
| 1.9006 | 7610 | 0.3829 | - | - | - |
| 1.9031 | 7620 | 0.3975 | - | - | - |
| 1.9056 | 7630 | 0.3892 | - | - | - |
| 1.9081 | 7640 | 0.401 | - | - | - |
| 1.9106 | 7650 | 0.3754 | - | - | - |
| 1.9131 | 7660 | 0.4132 | - | - | - |
| 1.9156 | 7670 | 0.3736 | - | - | - |
| 1.9181 | 7680 | 0.391 | - | - | - |
| 1.9206 | 7690 | 0.3982 | - | - | - |
| 1.9231 | 7700 | 0.4157 | - | - | - |
| 1.9256 | 7710 | 0.3959 | - | - | - |
| 1.9281 | 7720 | 0.4233 | - | - | - |
| 1.9306 | 7730 | 0.4005 | - | - | - |
| 1.9331 | 7740 | 0.3894 | - | - | - |
| 1.9356 | 7750 | 0.4122 | - | - | - |
| 1.9381 | 7760 | 0.4065 | - | - | - |
| 1.9406 | 7770 | 0.3828 | - | - | - |
| 1.9431 | 7780 | 0.3691 | - | - | - |
| 1.9456 | 7790 | 0.4015 | - | - | - |
| 1.9481 | 7800 | 0.3939 | - | - | - |
| 1.9505 | 7810 | 0.3752 | - | - | - |
| 1.9530 | 7820 | 0.3811 | - | - | - |
| 1.9555 | 7830 | 0.3986 | - | - | - |
| 1.9580 | 7840 | 0.3987 | - | - | - |
| 1.9605 | 7850 | 0.4009 | - | - | - |
| 1.9630 | 7860 | 0.371 | - | - | - |
| 1.9655 | 7870 | 0.3892 | - | - | - |
| 1.9680 | 7880 | 0.4028 | - | - | - |
| 1.9705 | 7890 | 0.3858 | - | - | - |
| 1.9730 | 7900 | 0.3816 | - | - | - |
| 1.9755 | 7910 | 0.3975 | - | - | - |
| 1.9780 | 7920 | 0.3921 | - | - | - |
| 1.9805 | 7930 | 0.3894 | - | - | - |
| 1.9830 | 7940 | 0.3964 | - | - | - |
| 1.9855 | 7950 | 0.4103 | - | - | - |
| 1.9880 | 7960 | 0.3992 | - | - | - |
| 1.9905 | 7970 | 0.3974 | - | - | - |
| 1.9930 | 7980 | 0.3967 | - | - | - |
| 1.9955 | 7990 | 0.3829 | - | - | - |
| 1.9980 | 8000 | 0.3902 | 0.5820 | 0.8063 | - |
| 2.0005 | 8010 | 0.3731 | - | - | - |
| 2.0030 | 8020 | 0.268 | - | - | - |
| 2.0055 | 8030 | 0.2801 | - | - | - |
| 2.0080 | 8040 | 0.2605 | - | - | - |
| 2.0105 | 8050 | 0.2471 | - | - | - |
| 2.0130 | 8060 | 0.2478 | - | - | - |
| 2.0155 | 8070 | 0.2478 | - | - | - |
| 2.0180 | 8080 | 0.247 | - | - | - |
| 2.0205 | 8090 | 0.2642 | - | - | - |
| 2.0230 | 8100 | 0.24 | - | - | - |
| 2.0255 | 8110 | 0.239 | - | - | - |
| 2.0280 | 8120 | 0.2385 | - | - | - |
| 2.0305 | 8130 | 0.2411 | - | - | - |
| 2.0330 | 8140 | 0.2325 | - | - | - |
| 2.0355 | 8150 | 0.2357 | - | - | - |
| 2.0380 | 8160 | 0.2495 | - | - | - |
| 2.0405 | 8170 | 0.2424 | - | - | - |
| 2.0430 | 8180 | 0.2436 | - | - | - |
| 2.0455 | 8190 | 0.2411 | - | - | - |
| 2.0480 | 8200 | 0.2511 | - | - | - |
| 2.0504 | 8210 | 0.2412 | - | - | - |
| 2.0529 | 8220 | 0.2306 | - | - | - |
| 2.0554 | 8230 | 0.235 | - | - | - |
| 2.0579 | 8240 | 0.2593 | - | - | - |
| 2.0604 | 8250 | 0.2634 | - | - | - |
| 2.0629 | 8260 | 0.2311 | - | - | - |
| 2.0654 | 8270 | 0.2594 | - | - | - |
| 2.0679 | 8280 | 0.2642 | - | - | - |
| 2.0704 | 8290 | 0.2382 | - | - | - |
| 2.0729 | 8300 | 0.2454 | - | - | - |
| 2.0754 | 8310 | 0.2637 | - | - | - |
| 2.0779 | 8320 | 0.2398 | - | - | - |
| 2.0804 | 8330 | 0.2351 | - | - | - |
| 2.0829 | 8340 | 0.2425 | - | - | - |
| 2.0854 | 8350 | 0.2391 | - | - | - |
| 2.0879 | 8360 | 0.2411 | - | - | - |
| 2.0904 | 8370 | 0.2368 | - | - | - |
| 2.0929 | 8380 | 0.2684 | - | - | - |
| 2.0954 | 8390 | 0.251 | - | - | - |
| 2.0979 | 8400 | 0.2499 | - | - | - |
| 2.1004 | 8410 | 0.2387 | - | - | - |
| 2.1029 | 8420 | 0.2617 | - | - | - |
| 2.1054 | 8430 | 0.2516 | - | - | - |
| 2.1079 | 8440 | 0.2505 | - | - | - |
| 2.1104 | 8450 | 0.2687 | - | - | - |
| 2.1129 | 8460 | 0.2582 | - | - | - |
| 2.1154 | 8470 | 0.263 | - | - | - |
| 2.1179 | 8480 | 0.2373 | - | - | - |
| 2.1204 | 8490 | 0.2421 | - | - | - |
| 2.1229 | 8500 | 0.2351 | - | - | - |
| 2.1254 | 8510 | 0.2488 | - | - | - |
| 2.1279 | 8520 | 0.2387 | - | - | - |
| 2.1304 | 8530 | 0.2581 | - | - | - |
| 2.1329 | 8540 | 0.2446 | - | - | - |
| 2.1354 | 8550 | 0.2481 | - | - | - |
| 2.1379 | 8560 | 0.248 | - | - | - |
| 2.1404 | 8570 | 0.2781 | - | - | - |
| 2.1429 | 8580 | 0.2421 | - | - | - |
| 2.1454 | 8590 | 0.2625 | - | - | - |
| 2.1479 | 8600 | 0.2522 | - | - | - |
| 2.1503 | 8610 | 0.2514 | - | - | - |
| 2.1528 | 8620 | 0.2457 | - | - | - |
| 2.1553 | 8630 | 0.2454 | - | - | - |
| 2.1578 | 8640 | 0.2431 | - | - | - |
| 2.1603 | 8650 | 0.2673 | - | - | - |
| 2.1628 | 8660 | 0.2495 | - | - | - |
| 2.1653 | 8670 | 0.2539 | - | - | - |
| 2.1678 | 8680 | 0.2413 | - | - | - |
| 2.1703 | 8690 | 0.2568 | - | - | - |
| 2.1728 | 8700 | 0.2407 | - | - | - |
| 2.1753 | 8710 | 0.2642 | - | - | - |
| 2.1778 | 8720 | 0.2604 | - | - | - |
| 2.1803 | 8730 | 0.261 | - | - | - |
| 2.1828 | 8740 | 0.2375 | - | - | - |
| 2.1853 | 8750 | 0.2489 | - | - | - |
| 2.1878 | 8760 | 0.2693 | - | - | - |
| 2.1903 | 8770 | 0.2392 | - | - | - |
| 2.1928 | 8780 | 0.2502 | - | - | - |
| 2.1953 | 8790 | 0.2498 | - | - | - |
| 2.1978 | 8800 | 0.2486 | - | - | - |
| 2.2003 | 8810 | 0.2544 | - | - | - |
| 2.2028 | 8820 | 0.2547 | - | - | - |
| 2.2053 | 8830 | 0.2494 | - | - | - |
| 2.2078 | 8840 | 0.2537 | - | - | - |
| 2.2103 | 8850 | 0.2359 | - | - | - |
| 2.2128 | 8860 | 0.2384 | - | - | - |
| 2.2153 | 8870 | 0.2374 | - | - | - |
| 2.2178 | 8880 | 0.247 | - | - | - |
| 2.2203 | 8890 | 0.227 | - | - | - |
| 2.2228 | 8900 | 0.253 | - | - | - |
| 2.2253 | 8910 | 0.2621 | - | - | - |
| 2.2278 | 8920 | 0.2525 | - | - | - |
| 2.2303 | 8930 | 0.2336 | - | - | - |
| 2.2328 | 8940 | 0.2767 | - | - | - |
| 2.2353 | 8950 | 0.2536 | - | - | - |
| 2.2378 | 8960 | 0.275 | - | - | - |
| 2.2403 | 8970 | 0.2539 | - | - | - |
| 2.2428 | 8980 | 0.2469 | - | - | - |
| 2.2453 | 8990 | 0.2446 | - | - | - |
| 2.2478 | 9000 | 0.2564 | 0.5874 | 0.8117 | - |
| 2.2502 | 9010 | 0.2476 | - | - | - |
| 2.2527 | 9020 | 0.2545 | - | - | - |
| 2.2552 | 9030 | 0.2462 | - | - | - |
| 2.2577 | 9040 | 0.2386 | - | - | - |
| 2.2602 | 9050 | 0.2687 | - | - | - |
| 2.2627 | 9060 | 0.2398 | - | - | - |
| 2.2652 | 9070 | 0.2316 | - | - | - |
| 2.2677 | 9080 | 0.2704 | - | - | - |
| 2.2702 | 9090 | 0.2459 | - | - | - |
| 2.2727 | 9100 | 0.2583 | - | - | - |
| 2.2752 | 9110 | 0.2496 | - | - | - |
| 2.2777 | 9120 | 0.2642 | - | - | - |
| 2.2802 | 9130 | 0.2592 | - | - | - |
| 2.2827 | 9140 | 0.2503 | - | - | - |
| 2.2852 | 9150 | 0.2718 | - | - | - |
| 2.2877 | 9160 | 0.2621 | - | - | - |
| 2.2902 | 9170 | 0.254 | - | - | - |
| 2.2927 | 9180 | 0.2605 | - | - | - |
| 2.2952 | 9190 | 0.2503 | - | - | - |
| 2.2977 | 9200 | 0.2524 | - | - | - |
| 2.3002 | 9210 | 0.2525 | - | - | - |
| 2.3027 | 9220 | 0.2524 | - | - | - |
| 2.3052 | 9230 | 0.2462 | - | - | - |
| 2.3077 | 9240 | 0.2743 | - | - | - |
| 2.3102 | 9250 | 0.2514 | - | - | - |
| 2.3127 | 9260 | 0.2598 | - | - | - |
| 2.3152 | 9270 | 0.2686 | - | - | - |
| 2.3177 | 9280 | 0.2658 | - | - | - |
| 2.3202 | 9290 | 0.2385 | - | - | - |
| 2.3227 | 9300 | 0.2453 | - | - | - |
| 2.3252 | 9310 | 0.2556 | - | - | - |
| 2.3277 | 9320 | 0.2493 | - | - | - |
| 2.3302 | 9330 | 0.2481 | - | - | - |
| 2.3327 | 9340 | 0.2493 | - | - | - |
| 2.3352 | 9350 | 0.2487 | - | - | - |
| 2.3377 | 9360 | 0.2564 | - | - | - |
| 2.3402 | 9370 | 0.2452 | - | - | - |
| 2.3427 | 9380 | 0.2668 | - | - | - |
| 2.3452 | 9390 | 0.2511 | - | - | - |
| 2.3477 | 9400 | 0.2606 | - | - | - |
| 2.3501 | 9410 | 0.2418 | - | - | - |
| 2.3526 | 9420 | 0.2497 | - | - | - |
| 2.3551 | 9430 | 0.2647 | - | - | - |
| 2.3576 | 9440 | 0.2482 | - | - | - |
| 2.3601 | 9450 | 0.2571 | - | - | - |
| 2.3626 | 9460 | 0.2594 | - | - | - |
| 2.3651 | 9470 | 0.2526 | - | - | - |
| 2.3676 | 9480 | 0.2522 | - | - | - |
| 2.3701 | 9490 | 0.265 | - | - | - |
| 2.3726 | 9500 | 0.2611 | - | - | - |
| 2.3751 | 9510 | 0.2382 | - | - | - |
| 2.3776 | 9520 | 0.2457 | - | - | - |
| 2.3801 | 9530 | 0.2663 | - | - | - |
| 2.3826 | 9540 | 0.2559 | - | - | - |
| 2.3851 | 9550 | 0.2634 | - | - | - |
| 2.3876 | 9560 | 0.2486 | - | - | - |
| 2.3901 | 9570 | 0.2737 | - | - | - |
| 2.3926 | 9580 | 0.2569 | - | - | - |
| 2.3951 | 9590 | 0.2494 | - | - | - |
| 2.3976 | 9600 | 0.2595 | - | - | - |
| 2.4001 | 9610 | 0.2651 | - | - | - |
| 2.4026 | 9620 | 0.246 | - | - | - |
| 2.4051 | 9630 | 0.243 | - | - | - |
| 2.4076 | 9640 | 0.2563 | - | - | - |
| 2.4101 | 9650 | 0.2408 | - | - | - |
| 2.4126 | 9660 | 0.2646 | - | - | - |
| 2.4151 | 9670 | 0.2461 | - | - | - |
| 2.4176 | 9680 | 0.2553 | - | - | - |
| 2.4201 | 9690 | 0.2544 | - | - | - |
| 2.4226 | 9700 | 0.2464 | - | - | - |
| 2.4251 | 9710 | 0.2483 | - | - | - |
| 2.4276 | 9720 | 0.2765 | - | - | - |
| 2.4301 | 9730 | 0.2546 | - | - | - |
| 2.4326 | 9740 | 0.246 | - | - | - |
| 2.4351 | 9750 | 0.2472 | - | - | - |
| 2.4376 | 9760 | 0.2747 | - | - | - |
| 2.4401 | 9770 | 0.247 | - | - | - |
| 2.4426 | 9780 | 0.2395 | - | - | - |
| 2.4451 | 9790 | 0.2463 | - | - | - |
| 2.4476 | 9800 | 0.2595 | - | - | - |
| 2.4500 | 9810 | 0.2507 | - | - | - |
| 2.4525 | 9820 | 0.2593 | - | - | - |
| 2.4550 | 9830 | 0.2436 | - | - | - |
| 2.4575 | 9840 | 0.2538 | - | - | - |
| 2.4600 | 9850 | 0.2525 | - | - | - |
| 2.4625 | 9860 | 0.2246 | - | - | - |
| 2.4650 | 9870 | 0.2882 | - | - | - |
| 2.4675 | 9880 | 0.2644 | - | - | - |
| 2.4700 | 9890 | 0.2507 | - | - | - |
| 2.4725 | 9900 | 0.2491 | - | - | - |
| 2.4750 | 9910 | 0.2717 | - | - | - |
| 2.4775 | 9920 | 0.2534 | - | - | - |
| 2.4800 | 9930 | 0.2449 | - | - | - |
| 2.4825 | 9940 | 0.2356 | - | - | - |
| 2.4850 | 9950 | 0.2462 | - | - | - |
| 2.4875 | 9960 | 0.2375 | - | - | - |
| 2.4900 | 9970 | 0.2605 | - | - | - |
| 2.4925 | 9980 | 0.2506 | - | - | - |
| 2.4950 | 9990 | 0.259 | - | - | - |
| 2.4975 | 10000 | 0.2455 | 0.5645 | 0.8156 | - |
| 2.5 | 10010 | 0.2414 | - | - | - |
| 2.5025 | 10020 | 0.2615 | - | - | - |
| 2.5050 | 10030 | 0.2554 | - | - | - |
| 2.5075 | 10040 | 0.2725 | - | - | - |
| 2.5100 | 10050 | 0.2458 | - | - | - |
| 2.5125 | 10060 | 0.2341 | - | - | - |
| 2.5150 | 10070 | 0.2489 | - | - | - |
| 2.5175 | 10080 | 0.2628 | - | - | - |
| 2.5200 | 10090 | 0.2463 | - | - | - |
| 2.5225 | 10100 | 0.2344 | - | - | - |
| 2.5250 | 10110 | 0.2645 | - | - | - |
| 2.5275 | 10120 | 0.2816 | - | - | - |
| 2.5300 | 10130 | 0.2418 | - | - | - |
| 2.5325 | 10140 | 0.2412 | - | - | - |
| 2.5350 | 10150 | 0.2451 | - | - | - |
| 2.5375 | 10160 | 0.2486 | - | - | - |
| 2.5400 | 10170 | 0.2564 | - | - | - |
| 2.5425 | 10180 | 0.2541 | - | - | - |
| 2.5450 | 10190 | 0.2582 | - | - | - |
| 2.5475 | 10200 | 0.269 | - | - | - |
| 2.5500 | 10210 | 0.2551 | - | - | - |
| 2.5524 | 10220 | 0.2365 | - | - | - |
| 2.5549 | 10230 | 0.2514 | - | - | - |
| 2.5574 | 10240 | 0.2554 | - | - | - |
| 2.5599 | 10250 | 0.2524 | - | - | - |
| 2.5624 | 10260 | 0.2489 | - | - | - |
| 2.5649 | 10270 | 0.2406 | - | - | - |
| 2.5674 | 10280 | 0.2331 | - | - | - |
| 2.5699 | 10290 | 0.2498 | - | - | - |
| 2.5724 | 10300 | 0.2447 | - | - | - |
| 2.5749 | 10310 | 0.2657 | - | - | - |
| 2.5774 | 10320 | 0.258 | - | - | - |
| 2.5799 | 10330 | 0.2631 | - | - | - |
| 2.5824 | 10340 | 0.253 | - | - | - |
| 2.5849 | 10350 | 0.2517 | - | - | - |
| 2.5874 | 10360 | 0.2706 | - | - | - |
| 2.5899 | 10370 | 0.2421 | - | - | - |
| 2.5924 | 10380 | 0.2456 | - | - | - |
| 2.5949 | 10390 | 0.2559 | - | - | - |
| 2.5974 | 10400 | 0.2544 | - | - | - |
| 2.5999 | 10410 | 0.2425 | - | - | - |
| 2.6024 | 10420 | 0.2696 | - | - | - |
| 2.6049 | 10430 | 0.2572 | - | - | - |
| 2.6074 | 10440 | 0.2377 | - | - | - |
| 2.6099 | 10450 | 0.227 | - | - | - |
| 2.6124 | 10460 | 0.2432 | - | - | - |
| 2.6149 | 10470 | 0.2418 | - | - | - |
| 2.6174 | 10480 | 0.2439 | - | - | - |
| 2.6199 | 10490 | 0.2496 | - | - | - |
| 2.6224 | 10500 | 0.2543 | - | - | - |
| 2.6249 | 10510 | 0.261 | - | - | - |
| 2.6274 | 10520 | 0.2447 | - | - | - |
| 2.6299 | 10530 | 0.259 | - | - | - |
| 2.6324 | 10540 | 0.2383 | - | - | - |
| 2.6349 | 10550 | 0.246 | - | - | - |
| 2.6374 | 10560 | 0.2383 | - | - | - |
| 2.6399 | 10570 | 0.2236 | - | - | - |
| 2.6424 | 10580 | 0.2267 | - | - | - |
| 2.6449 | 10590 | 0.2379 | - | - | - |
| 2.6474 | 10600 | 0.2492 | - | - | - |
| 2.6499 | 10610 | 0.2506 | - | - | - |
| 2.6523 | 10620 | 0.2431 | - | - | - |
| 2.6548 | 10630 | 0.2443 | - | - | - |
| 2.6573 | 10640 | 0.2731 | - | - | - |
| 2.6598 | 10650 | 0.2459 | - | - | - |
| 2.6623 | 10660 | 0.2495 | - | - | - |
| 2.6648 | 10670 | 0.2338 | - | - | - |
| 2.6673 | 10680 | 0.2484 | - | - | - |
| 2.6698 | 10690 | 0.2279 | - | - | - |
| 2.6723 | 10700 | 0.249 | - | - | - |
| 2.6748 | 10710 | 0.2607 | - | - | - |
| 2.6773 | 10720 | 0.2521 | - | - | - |
| 2.6798 | 10730 | 0.2599 | - | - | - |
| 2.6823 | 10740 | 0.2572 | - | - | - |
| 2.6848 | 10750 | 0.246 | - | - | - |
| 2.6873 | 10760 | 0.2337 | - | - | - |
| 2.6898 | 10770 | 0.246 | - | - | - |
| 2.6923 | 10780 | 0.2531 | - | - | - |
| 2.6948 | 10790 | 0.2294 | - | - | - |
| 2.6973 | 10800 | 0.2533 | - | - | - |
| 2.6998 | 10810 | 0.2373 | - | - | - |
| 2.7023 | 10820 | 0.262 | - | - | - |
| 2.7048 | 10830 | 0.2482 | - | - | - |
| 2.7073 | 10840 | 0.2223 | - | - | - |
| 2.7098 | 10850 | 0.2737 | - | - | - |
| 2.7123 | 10860 | 0.2447 | - | - | - |
| 2.7148 | 10870 | 0.2738 | - | - | - |
| 2.7173 | 10880 | 0.2554 | - | - | - |
| 2.7198 | 10890 | 0.265 | - | - | - |
| 2.7223 | 10900 | 0.2544 | - | - | - |
| 2.7248 | 10910 | 0.2492 | - | - | - |
| 2.7273 | 10920 | 0.2505 | - | - | - |
| 2.7298 | 10930 | 0.2505 | - | - | - |
| 2.7323 | 10940 | 0.2295 | - | - | - |
| 2.7348 | 10950 | 0.2452 | - | - | - |
| 2.7373 | 10960 | 0.2679 | - | - | - |
| 2.7398 | 10970 | 0.2535 | - | - | - |
| 2.7423 | 10980 | 0.2459 | - | - | - |
| 2.7448 | 10990 | 0.273 | - | - | - |
| 2.7473 | 11000 | 0.2607 | 0.5508 | 0.8160 | - |
| 2.7498 | 11010 | 0.2396 | - | - | - |
| 2.7522 | 11020 | 0.265 | - | - | - |
| 2.7547 | 11030 | 0.2511 | - | - | - |
| 2.7572 | 11040 | 0.2251 | - | - | - |
| 2.7597 | 11050 | 0.2312 | - | - | - |
| 2.7622 | 11060 | 0.2593 | - | - | - |
| 2.7647 | 11070 | 0.2416 | - | - | - |
| 2.7672 | 11080 | 0.2519 | - | - | - |
| 2.7697 | 11090 | 0.2284 | - | - | - |
| 2.7722 | 11100 | 0.2535 | - | - | - |
| 2.7747 | 11110 | 0.2289 | - | - | - |
| 2.7772 | 11120 | 0.2362 | - | - | - |
| 2.7797 | 11130 | 0.2375 | - | - | - |
| 2.7822 | 11140 | 0.2662 | - | - | - |
| 2.7847 | 11150 | 0.2533 | - | - | - |
| 2.7872 | 11160 | 0.24 | - | - | - |
| 2.7897 | 11170 | 0.2544 | - | - | - |
| 2.7922 | 11180 | 0.2604 | - | - | - |
| 2.7947 | 11190 | 0.2492 | - | - | - |
| 2.7972 | 11200 | 0.2351 | - | - | - |
| 2.7997 | 11210 | 0.2557 | - | - | - |
| 2.8022 | 11220 | 0.2437 | - | - | - |
| 2.8047 | 11230 | 0.2639 | - | - | - |
| 2.8072 | 11240 | 0.2517 | - | - | - |
| 2.8097 | 11250 | 0.2421 | - | - | - |
| 2.8122 | 11260 | 0.2573 | - | - | - |
| 2.8147 | 11270 | 0.2325 | - | - | - |
| 2.8172 | 11280 | 0.2409 | - | - | - |
| 2.8197 | 11290 | 0.2155 | - | - | - |
| 2.8222 | 11300 | 0.2439 | - | - | - |
| 2.8247 | 11310 | 0.2656 | - | - | - |
| 2.8272 | 11320 | 0.2419 | - | - | - |
| 2.8297 | 11330 | 0.2512 | - | - | - |
| 2.8322 | 11340 | 0.2374 | - | - | - |
| 2.8347 | 11350 | 0.2409 | - | - | - |
| 2.8372 | 11360 | 0.2541 | - | - | - |
| 2.8397 | 11370 | 0.2557 | - | - | - |
| 2.8422 | 11380 | 0.2451 | - | - | - |
| 2.8447 | 11390 | 0.2436 | - | - | - |
| 2.8472 | 11400 | 0.2433 | - | - | - |
| 2.8497 | 11410 | 0.2359 | - | - | - |
| 2.8521 | 11420 | 0.2484 | - | - | - |
| 2.8546 | 11430 | 0.2544 | - | - | - |
| 2.8571 | 11440 | 0.2507 | - | - | - |
| 2.8596 | 11450 | 0.2448 | - | - | - |
| 2.8621 | 11460 | 0.2501 | - | - | - |
| 2.8646 | 11470 | 0.2477 | - | - | - |
| 2.8671 | 11480 | 0.2492 | - | - | - |
| 2.8696 | 11490 | 0.2323 | - | - | - |
| 2.8721 | 11500 | 0.226 | - | - | - |
| 2.8746 | 11510 | 0.2671 | - | - | - |
| 2.8771 | 11520 | 0.2272 | - | - | - |
| 2.8796 | 11530 | 0.2369 | - | - | - |
| 2.8821 | 11540 | 0.2252 | - | - | - |
| 2.8846 | 11550 | 0.2504 | - | - | - |
| 2.8871 | 11560 | 0.2336 | - | - | - |
| 2.8896 | 11570 | 0.2534 | - | - | - |
| 2.8921 | 11580 | 0.2614 | - | - | - |
| 2.8946 | 11590 | 0.2495 | - | - | - |
| 2.8971 | 11600 | 0.2542 | - | - | - |
| 2.8996 | 11610 | 0.2411 | - | - | - |
| 2.9021 | 11620 | 0.2611 | - | - | - |
| 2.9046 | 11630 | 0.2584 | - | - | - |
| 2.9071 | 11640 | 0.2305 | - | - | - |
| 2.9096 | 11650 | 0.2543 | - | - | - |
| 2.9121 | 11660 | 0.2469 | - | - | - |
| 2.9146 | 11670 | 0.2389 | - | - | - |
| 2.9171 | 11680 | 0.2483 | - | - | - |
| 2.9196 | 11690 | 0.2426 | - | - | - |
| 2.9221 | 11700 | 0.2532 | - | - | - |
| 2.9246 | 11710 | 0.2402 | - | - | - |
| 2.9271 | 11720 | 0.227 | - | - | - |
| 2.9296 | 11730 | 0.2316 | - | - | - |
| 2.9321 | 11740 | 0.2412 | - | - | - |
| 2.9346 | 11750 | 0.2324 | - | - | - |
| 2.9371 | 11760 | 0.2306 | - | - | - |
| 2.9396 | 11770 | 0.2459 | - | - | - |
| 2.9421 | 11780 | 0.2253 | - | - | - |
| 2.9446 | 11790 | 0.2201 | - | - | - |
| 2.9471 | 11800 | 0.2213 | - | - | - |
| 2.9496 | 11810 | 0.2471 | - | - | - |
| 2.9520 | 11820 | 0.2555 | - | - | - |
| 2.9545 | 11830 | 0.2291 | - | - | - |
| 2.9570 | 11840 | 0.2446 | - | - | - |
| 2.9595 | 11850 | 0.2272 | - | - | - |
| 2.9620 | 11860 | 0.2397 | - | - | - |
| 2.9645 | 11870 | 0.2388 | - | - | - |
| 2.9670 | 11880 | 0.2444 | - | - | - |
| 2.9695 | 11890 | 0.2516 | - | - | - |
| 2.9720 | 11900 | 0.2358 | - | - | - |
| 2.9745 | 11910 | 0.2422 | - | - | - |
| 2.9770 | 11920 | 0.2403 | - | - | - |
| 2.9795 | 11930 | 0.2659 | - | - | - |
| 2.9820 | 11940 | 0.2341 | - | - | - |
| 2.9845 | 11950 | 0.2398 | - | - | - |
| 2.9870 | 11960 | 0.2564 | - | - | - |
| 2.9895 | 11970 | 0.2209 | - | - | - |
| 2.9920 | 11980 | 0.2487 | - | - | - |
| 2.9945 | 11990 | 0.2438 | - | - | - |
| 2.9970 | 12000 | 0.2365 | 0.5358 | 0.8194 | - |
| 2.9995 | 12010 | 0.236 | - | - | - |
| 3.0020 | 12020 | 0.1765 | - | - | - |
| 3.0045 | 12030 | 0.1729 | - | - | - |
| 3.0070 | 12040 | 0.1699 | - | - | - |
| 3.0095 | 12050 | 0.1755 | - | - | - |
| 3.0120 | 12060 | 0.1618 | - | - | - |
| 3.0145 | 12070 | 0.1687 | - | - | - |
| 3.0170 | 12080 | 0.166 | - | - | - |
| 3.0195 | 12090 | 0.1705 | - | - | - |
| 3.0220 | 12100 | 0.1802 | - | - | - |
| 3.0245 | 12110 | 0.1638 | - | - | - |
| 3.0270 | 12120 | 0.1712 | - | - | - |
| 3.0295 | 12130 | 0.1556 | - | - | - |
| 3.0320 | 12140 | 0.1662 | - | - | - |
| 3.0345 | 12150 | 0.1649 | - | - | - |
| 3.0370 | 12160 | 0.1704 | - | - | - |
| 3.0395 | 12170 | 0.1563 | - | - | - |
| 3.0420 | 12180 | 0.165 | - | - | - |
| 3.0445 | 12190 | 0.1646 | - | - | - |
| 3.0470 | 12200 | 0.152 | - | - | - |
| 3.0495 | 12210 | 0.1709 | - | - | - |
| 3.0519 | 12220 | 0.1669 | - | - | - |
| 3.0544 | 12230 | 0.1651 | - | - | - |
| 3.0569 | 12240 | 0.1723 | - | - | - |
| 3.0594 | 12250 | 0.171 | - | - | - |
| 3.0619 | 12260 | 0.1551 | - | - | - |
| 3.0644 | 12270 | 0.1691 | - | - | - |
| 3.0669 | 12280 | 0.1639 | - | - | - |
| 3.0694 | 12290 | 0.1789 | - | - | - |
| 3.0719 | 12300 | 0.1625 | - | - | - |
| 3.0744 | 12310 | 0.1662 | - | - | - |
| 3.0769 | 12320 | 0.1595 | - | - | - |
| 3.0794 | 12330 | 0.1564 | - | - | - |
| 3.0819 | 12340 | 0.1579 | - | - | - |
| 3.0844 | 12350 | 0.1722 | - | - | - |
| 3.0869 | 12360 | 0.1596 | - | - | - |
| 3.0894 | 12370 | 0.1595 | - | - | - |
| 3.0919 | 12380 | 0.169 | - | - | - |
| 3.0944 | 12390 | 0.1618 | - | - | - |
| 3.0969 | 12400 | 0.1666 | - | - | - |
| 3.0994 | 12410 | 0.178 | - | - | - |
| 3.1019 | 12420 | 0.1582 | - | - | - |
| 3.1044 | 12430 | 0.1579 | - | - | - |
| 3.1069 | 12440 | 0.1646 | - | - | - |
| 3.1094 | 12450 | 0.164 | - | - | - |
| 3.1119 | 12460 | 0.1669 | - | - | - |
| 3.1144 | 12470 | 0.177 | - | - | - |
| 3.1169 | 12480 | 0.1646 | - | - | - |
| 3.1194 | 12490 | 0.1694 | - | - | - |
| 3.1219 | 12500 | 0.1549 | - | - | - |
| 3.1244 | 12510 | 0.152 | - | - | - |
| 3.1269 | 12520 | 0.1632 | - | - | - |
| 3.1294 | 12530 | 0.1637 | - | - | - |
| 3.1319 | 12540 | 0.1628 | - | - | - |
| 3.1344 | 12550 | 0.1623 | - | - | - |
| 3.1369 | 12560 | 0.1757 | - | - | - |
| 3.1394 | 12570 | 0.1691 | - | - | - |
| 3.1419 | 12580 | 0.1734 | - | - | - |
| 3.1444 | 12590 | 0.1655 | - | - | - |
| 3.1469 | 12600 | 0.1647 | - | - | - |
| 3.1494 | 12610 | 0.1643 | - | - | - |
| 3.1518 | 12620 | 0.1654 | - | - | - |
| 3.1543 | 12630 | 0.155 | - | - | - |
| 3.1568 | 12640 | 0.1594 | - | - | - |
| 3.1593 | 12650 | 0.1451 | - | - | - |
| 3.1618 | 12660 | 0.1683 | - | - | - |
| 3.1643 | 12670 | 0.1737 | - | - | - |
| 3.1668 | 12680 | 0.1636 | - | - | - |
| 3.1693 | 12690 | 0.1588 | - | - | - |
| 3.1718 | 12700 | 0.1637 | - | - | - |
| 3.1743 | 12710 | 0.171 | - | - | - |
| 3.1768 | 12720 | 0.1704 | - | - | - |
| 3.1793 | 12730 | 0.1568 | - | - | - |
| 3.1818 | 12740 | 0.1416 | - | - | - |
| 3.1843 | 12750 | 0.1648 | - | - | - |
| 3.1868 | 12760 | 0.1722 | - | - | - |
| 3.1893 | 12770 | 0.1654 | - | - | - |
| 3.1918 | 12780 | 0.1678 | - | - | - |
| 3.1943 | 12790 | 0.1577 | - | - | - |
| 3.1968 | 12800 | 0.1429 | - | - | - |
| 3.1993 | 12810 | 0.1556 | - | - | - |
| 3.2018 | 12820 | 0.1744 | - | - | - |
| 3.2043 | 12830 | 0.161 | - | - | - |
| 3.2068 | 12840 | 0.1639 | - | - | - |
| 3.2093 | 12850 | 0.1612 | - | - | - |
| 3.2118 | 12860 | 0.1653 | - | - | - |
| 3.2143 | 12870 | 0.1605 | - | - | - |
| 3.2168 | 12880 | 0.159 | - | - | - |
| 3.2193 | 12890 | 0.1554 | - | - | - |
| 3.2218 | 12900 | 0.1521 | - | - | - |
| 3.2243 | 12910 | 0.166 | - | - | - |
| 3.2268 | 12920 | 0.1636 | - | - | - |
| 3.2293 | 12930 | 0.173 | - | - | - |
| 3.2318 | 12940 | 0.1727 | - | - | - |
| 3.2343 | 12950 | 0.1715 | - | - | - |
| 3.2368 | 12960 | 0.1624 | - | - | - |
| 3.2393 | 12970 | 0.1638 | - | - | - |
| 3.2418 | 12980 | 0.1632 | - | - | - |
| 3.2443 | 12990 | 0.1705 | - | - | - |
| 3.2468 | 13000 | 0.172 | 0.5262 | 0.8196 | - |
| 3.2493 | 13010 | 0.1664 | - | - | - |
| 3.2517 | 13020 | 0.1594 | - | - | - |
| 3.2542 | 13030 | 0.1781 | - | - | - |
| 3.2567 | 13040 | 0.1673 | - | - | - |
| 3.2592 | 13050 | 0.161 | - | - | - |
| 3.2617 | 13060 | 0.1561 | - | - | - |
| 3.2642 | 13070 | 0.1732 | - | - | - |
| 3.2667 | 13080 | 0.1614 | - | - | - |
| 3.2692 | 13090 | 0.1605 | - | - | - |
| 3.2717 | 13100 | 0.1696 | - | - | - |
| 3.2742 | 13110 | 0.167 | - | - | - |
| 3.2767 | 13120 | 0.1588 | - | - | - |
| 3.2792 | 13130 | 0.1621 | - | - | - |
| 3.2817 | 13140 | 0.1632 | - | - | - |
| 3.2842 | 13150 | 0.1739 | - | - | - |
| 3.2867 | 13160 | 0.1663 | - | - | - |
| 3.2892 | 13170 | 0.1659 | - | - | - |
| 3.2917 | 13180 | 0.1667 | - | - | - |
| 3.2942 | 13190 | 0.164 | - | - | - |
| 3.2967 | 13200 | 0.1534 | - | - | - |
| 3.2992 | 13210 | 0.164 | - | - | - |
| 3.3017 | 13220 | 0.1583 | - | - | - |
| 3.3042 | 13230 | 0.1624 | - | - | - |
| 3.3067 | 13240 | 0.159 | - | - | - |
| 3.3092 | 13250 | 0.1653 | - | - | - |
| 3.3117 | 13260 | 0.1668 | - | - | - |
| 3.3142 | 13270 | 0.1784 | - | - | - |
| 3.3167 | 13280 | 0.1545 | - | - | - |
| 3.3192 | 13290 | 0.1596 | - | - | - |
| 3.3217 | 13300 | 0.1662 | - | - | - |
| 3.3242 | 13310 | 0.1521 | - | - | - |
| 3.3267 | 13320 | 0.1646 | - | - | - |
| 3.3292 | 13330 | 0.1626 | - | - | - |
| 3.3317 | 13340 | 0.157 | - | - | - |
| 3.3342 | 13350 | 0.1642 | - | - | - |
| 3.3367 | 13360 | 0.1608 | - | - | - |
| 3.3392 | 13370 | 0.1584 | - | - | - |
| 3.3417 | 13380 | 0.1563 | - | - | - |
| 3.3442 | 13390 | 0.1638 | - | - | - |
| 3.3467 | 13400 | 0.1618 | - | - | - |
| 3.3492 | 13410 | 0.1628 | - | - | - |
| 3.3516 | 13420 | 0.1546 | - | - | - |
| 3.3541 | 13430 | 0.1744 | - | - | - |
| 3.3566 | 13440 | 0.1685 | - | - | - |
| 3.3591 | 13450 | 0.1664 | - | - | - |
| 3.3616 | 13460 | 0.1664 | - | - | - |
| 3.3641 | 13470 | 0.1672 | - | - | - |
| 3.3666 | 13480 | 0.1702 | - | - | - |
| 3.3691 | 13490 | 0.1656 | - | - | - |
| 3.3716 | 13500 | 0.1701 | - | - | - |
| 3.3741 | 13510 | 0.1669 | - | - | - |
| 3.3766 | 13520 | 0.1682 | - | - | - |
| 3.3791 | 13530 | 0.1586 | - | - | - |
| 3.3816 | 13540 | 0.1583 | - | - | - |
| 3.3841 | 13550 | 0.1584 | - | - | - |
| 3.3866 | 13560 | 0.1664 | - | - | - |
| 3.3891 | 13570 | 0.1713 | - | - | - |
| 3.3916 | 13580 | 0.1603 | - | - | - |
| 3.3941 | 13590 | 0.1682 | - | - | - |
| 3.3966 | 13600 | 0.155 | - | - | - |
| 3.3991 | 13610 | 0.1596 | - | - | - |
| 3.4016 | 13620 | 0.1787 | - | - | - |
| 3.4041 | 13630 | 0.1687 | - | - | - |
| 3.4066 | 13640 | 0.1777 | - | - | - |
| 3.4091 | 13650 | 0.1676 | - | - | - |
| 3.4116 | 13660 | 0.1618 | - | - | - |
| 3.4141 | 13670 | 0.1573 | - | - | - |
| 3.4166 | 13680 | 0.1613 | - | - | - |
| 3.4191 | 13690 | 0.1564 | - | - | - |
| 3.4216 | 13700 | 0.1618 | - | - | - |
| 3.4241 | 13710 | 0.1594 | - | - | - |
| 3.4266 | 13720 | 0.1552 | - | - | - |
| 3.4291 | 13730 | 0.1594 | - | - | - |
| 3.4316 | 13740 | 0.1651 | - | - | - |
| 3.4341 | 13750 | 0.1643 | - | - | - |
| 3.4366 | 13760 | 0.1707 | - | - | - |
| 3.4391 | 13770 | 0.1583 | - | - | - |
| 3.4416 | 13780 | 0.1634 | - | - | - |
| 3.4441 | 13790 | 0.1646 | - | - | - |
| 3.4466 | 13800 | 0.1565 | - | - | - |
| 3.4491 | 13810 | 0.1676 | - | - | - |
| 3.4515 | 13820 | 0.1695 | - | - | - |
| 3.4540 | 13830 | 0.1817 | - | - | - |
| 3.4565 | 13840 | 0.1669 | - | - | - |
| 3.4590 | 13850 | 0.1652 | - | - | - |
| 3.4615 | 13860 | 0.1653 | - | - | - |
| 3.4640 | 13870 | 0.176 | - | - | - |
| 3.4665 | 13880 | 0.1587 | - | - | - |
| 3.4690 | 13890 | 0.1568 | - | - | - |
| 3.4715 | 13900 | 0.1742 | - | - | - |
| 3.4740 | 13910 | 0.1693 | - | - | - |
| 3.4765 | 13920 | 0.1583 | - | - | - |
| 3.4790 | 13930 | 0.1573 | - | - | - |
| 3.4815 | 13940 | 0.1601 | - | - | - |
| 3.4840 | 13950 | 0.153 | - | - | - |
| 3.4865 | 13960 | 0.1716 | - | - | - |
| 3.4890 | 13970 | 0.1568 | - | - | - |
| 3.4915 | 13980 | 0.1499 | - | - | - |
| 3.4940 | 13990 | 0.1593 | - | - | - |
| 3.4965 | 14000 | 0.167 | 0.5192 | 0.8203 | - |
| 3.4990 | 14010 | 0.1627 | - | - | - |
| 3.5015 | 14020 | 0.1691 | - | - | - |
| 3.5040 | 14030 | 0.157 | - | - | - |
| 3.5065 | 14040 | 0.1531 | - | - | - |
| 3.5090 | 14050 | 0.1646 | - | - | - |
| 3.5115 | 14060 | 0.1582 | - | - | - |
| 3.5140 | 14070 | 0.1563 | - | - | - |
| 3.5165 | 14080 | 0.1563 | - | - | - |
| 3.5190 | 14090 | 0.1663 | - | - | - |
| 3.5215 | 14100 | 0.1677 | - | - | - |
| 3.5240 | 14110 | 0.1484 | - | - | - |
| 3.5265 | 14120 | 0.1574 | - | - | - |
| 3.5290 | 14130 | 0.1444 | - | - | - |
| 3.5315 | 14140 | 0.1568 | - | - | - |
| 3.5340 | 14150 | 0.1535 | - | - | - |
| 3.5365 | 14160 | 0.1622 | - | - | - |
| 3.5390 | 14170 | 0.1672 | - | - | - |
| 3.5415 | 14180 | 0.1702 | - | - | - |
| 3.5440 | 14190 | 0.1545 | - | - | - |
| 3.5465 | 14200 | 0.1482 | - | - | - |
| 3.5490 | 14210 | 0.1556 | - | - | - |
| 3.5514 | 14220 | 0.1585 | - | - | - |
| 3.5539 | 14230 | 0.1559 | - | - | - |
| 3.5564 | 14240 | 0.1604 | - | - | - |
| 3.5589 | 14250 | 0.1529 | - | - | - |
| 3.5614 | 14260 | 0.1596 | - | - | - |
| 3.5639 | 14270 | 0.1568 | - | - | - |
| 3.5664 | 14280 | 0.1602 | - | - | - |
| 3.5689 | 14290 | 0.1608 | - | - | - |
| 3.5714 | 14300 | 0.1602 | - | - | - |
| 3.5739 | 14310 | 0.1648 | - | - | - |
| 3.5764 | 14320 | 0.1506 | - | - | - |
| 3.5789 | 14330 | 0.1687 | - | - | - |
| 3.5814 | 14340 | 0.1669 | - | - | - |
| 3.5839 | 14350 | 0.1551 | - | - | - |
| 3.5864 | 14360 | 0.1565 | - | - | - |
| 3.5889 | 14370 | 0.1613 | - | - | - |
| 3.5914 | 14380 | 0.1738 | - | - | - |
| 3.5939 | 14390 | 0.1606 | - | - | - |
| 3.5964 | 14400 | 0.1554 | - | - | - |
| 3.5989 | 14410 | 0.1628 | - | - | - |
| 3.6014 | 14420 | 0.1638 | - | - | - |
| 3.6039 | 14430 | 0.168 | - | - | - |
| 3.6064 | 14440 | 0.1678 | - | - | - |
| 3.6089 | 14450 | 0.1704 | - | - | - |
| 3.6114 | 14460 | 0.1742 | - | - | - |
| 3.6139 | 14470 | 0.1583 | - | - | - |
| 3.6164 | 14480 | 0.1573 | - | - | - |
| 3.6189 | 14490 | 0.1515 | - | - | - |
| 3.6214 | 14500 | 0.1624 | - | - | - |
| 3.6239 | 14510 | 0.1634 | - | - | - |
| 3.6264 | 14520 | 0.1625 | - | - | - |
| 3.6289 | 14530 | 0.172 | - | - | - |
| 3.6314 | 14540 | 0.1708 | - | - | - |
| 3.6339 | 14550 | 0.1519 | - | - | - |
| 3.6364 | 14560 | 0.1782 | - | - | - |
| 3.6389 | 14570 | 0.1557 | - | - | - |
| 3.6414 | 14580 | 0.1621 | - | - | - |
| 3.6439 | 14590 | 0.1542 | - | - | - |
| 3.6464 | 14600 | 0.1653 | - | - | - |
| 3.6489 | 14610 | 0.1496 | - | - | - |
| 3.6513 | 14620 | 0.1543 | - | - | - |
| 3.6538 | 14630 | 0.1639 | - | - | - |
| 3.6563 | 14640 | 0.1596 | - | - | - |
| 3.6588 | 14650 | 0.1543 | - | - | - |
| 3.6613 | 14660 | 0.1566 | - | - | - |
| 3.6638 | 14670 | 0.1584 | - | - | - |
| 3.6663 | 14680 | 0.1574 | - | - | - |
| 3.6688 | 14690 | 0.1543 | - | - | - |
| 3.6713 | 14700 | 0.1519 | - | - | - |
| 3.6738 | 14710 | 0.1426 | - | - | - |
| 3.6763 | 14720 | 0.1408 | - | - | - |
| 3.6788 | 14730 | 0.1464 | - | - | - |
| 3.6813 | 14740 | 0.1542 | - | - | - |
| 3.6838 | 14750 | 0.1601 | - | - | - |
| 3.6863 | 14760 | 0.1581 | - | - | - |
| 3.6888 | 14770 | 0.1578 | - | - | - |
| 3.6913 | 14780 | 0.1547 | - | - | - |
| 3.6938 | 14790 | 0.1644 | - | - | - |
| 3.6963 | 14800 | 0.1642 | - | - | - |
| 3.6988 | 14810 | 0.1628 | - | - | - |
| 3.7013 | 14820 | 0.1623 | - | - | - |
| 3.7038 | 14830 | 0.1544 | - | - | - |
| 3.7063 | 14840 | 0.1627 | - | - | - |
| 3.7088 | 14850 | 0.1603 | - | - | - |
| 3.7113 | 14860 | 0.1627 | - | - | - |
| 3.7138 | 14870 | 0.1538 | - | - | - |
| 3.7163 | 14880 | 0.1705 | - | - | - |
| 3.7188 | 14890 | 0.1644 | - | - | - |
| 3.7213 | 14900 | 0.1536 | - | - | - |
| 3.7238 | 14910 | 0.1571 | - | - | - |
| 3.7263 | 14920 | 0.1587 | - | - | - |
| 3.7288 | 14930 | 0.1548 | - | - | - |
| 3.7313 | 14940 | 0.159 | - | - | - |
| 3.7338 | 14950 | 0.16 | - | - | - |
| 3.7363 | 14960 | 0.1668 | - | - | - |
| 3.7388 | 14970 | 0.1523 | - | - | - |
| 3.7413 | 14980 | 0.1628 | - | - | - |
| 3.7438 | 14990 | 0.1626 | - | - | - |
| 3.7463 | 15000 | 0.1665 | 0.5013 | 0.8258 | - |
| 3.7488 | 15010 | 0.1552 | - | - | - |
| 3.7512 | 15020 | 0.1682 | - | - | - |
| 3.7537 | 15030 | 0.1648 | - | - | - |
| 3.7562 | 15040 | 0.1643 | - | - | - |
| 3.7587 | 15050 | 0.1534 | - | - | - |
| 3.7612 | 15060 | 0.1536 | - | - | - |
| 3.7637 | 15070 | 0.155 | - | - | - |
| 3.7662 | 15080 | 0.1624 | - | - | - |
| 3.7687 | 15090 | 0.1552 | - | - | - |
| 3.7712 | 15100 | 0.1609 | - | - | - |
| 3.7737 | 15110 | 0.1566 | - | - | - |
| 3.7762 | 15120 | 0.1533 | - | - | - |
| 3.7787 | 15130 | 0.1576 | - | - | - |
| 3.7812 | 15140 | 0.1495 | - | - | - |
| 3.7837 | 15150 | 0.155 | - | - | - |
| 3.7862 | 15160 | 0.1641 | - | - | - |
| 3.7887 | 15170 | 0.1636 | - | - | - |
| 3.7912 | 15180 | 0.156 | - | - | - |
| 3.7937 | 15190 | 0.1553 | - | - | - |
| 3.7962 | 15200 | 0.1618 | - | - | - |
| 3.7987 | 15210 | 0.1552 | - | - | - |
| 3.8012 | 15220 | 0.1592 | - | - | - |
| 3.8037 | 15230 | 0.1478 | - | - | - |
| 3.8062 | 15240 | 0.1571 | - | - | - |
| 3.8087 | 15250 | 0.1518 | - | - | - |
| 3.8112 | 15260 | 0.1586 | - | - | - |
| 3.8137 | 15270 | 0.1512 | - | - | - |
| 3.8162 | 15280 | 0.1502 | - | - | - |
| 3.8187 | 15290 | 0.1601 | - | - | - |
| 3.8212 | 15300 | 0.1539 | - | - | - |
| 3.8237 | 15310 | 0.1525 | - | - | - |
| 3.8262 | 15320 | 0.1439 | - | - | - |
| 3.8287 | 15330 | 0.1672 | - | - | - |
| 3.8312 | 15340 | 0.1487 | - | - | - |
| 3.8337 | 15350 | 0.1542 | - | - | - |
| 3.8362 | 15360 | 0.1469 | - | - | - |
| 3.8387 | 15370 | 0.1579 | - | - | - |
| 3.8412 | 15380 | 0.1556 | - | - | - |
| 3.8437 | 15390 | 0.1527 | - | - | - |
| 3.8462 | 15400 | 0.1596 | - | - | - |
| 3.8487 | 15410 | 0.14 | - | - | - |
| 3.8511 | 15420 | 0.149 | - | - | - |
| 3.8536 | 15430 | 0.1646 | - | - | - |
| 3.8561 | 15440 | 0.1563 | - | - | - |
| 3.8586 | 15450 | 0.1518 | - | - | - |
| 3.8611 | 15460 | 0.1563 | - | - | - |
| 3.8636 | 15470 | 0.1603 | - | - | - |
| 3.8661 | 15480 | 0.149 | - | - | - |
| 3.8686 | 15490 | 0.1589 | - | - | - |
| 3.8711 | 15500 | 0.146 | - | - | - |
| 3.8736 | 15510 | 0.1546 | - | - | - |
| 3.8761 | 15520 | 0.1636 | - | - | - |
| 3.8786 | 15530 | 0.1603 | - | - | - |
| 3.8811 | 15540 | 0.1586 | - | - | - |
| 3.8836 | 15550 | 0.1522 | - | - | - |
| 3.8861 | 15560 | 0.1749 | - | - | - |
| 3.8886 | 15570 | 0.1453 | - | - | - |
| 3.8911 | 15580 | 0.1522 | - | - | - |
| 3.8936 | 15590 | 0.1519 | - | - | - |
| 3.8961 | 15600 | 0.1604 | - | - | - |
| 3.8986 | 15610 | 0.1657 | - | - | - |
| 3.9011 | 15620 | 0.1491 | - | - | - |
| 3.9036 | 15630 | 0.1481 | - | - | - |
| 3.9061 | 15640 | 0.1626 | - | - | - |
| 3.9086 | 15650 | 0.1565 | - | - | - |
| 3.9111 | 15660 | 0.151 | - | - | - |
| 3.9136 | 15670 | 0.1611 | - | - | - |
| 3.9161 | 15680 | 0.1596 | - | - | - |
| 3.9186 | 15690 | 0.1601 | - | - | - |
| 3.9211 | 15700 | 0.1574 | - | - | - |
| 3.9236 | 15710 | 0.1523 | - | - | - |
| 3.9261 | 15720 | 0.164 | - | - | - |
| 3.9286 | 15730 | 0.1653 | - | - | - |
| 3.9311 | 15740 | 0.1672 | - | - | - |
| 3.9336 | 15750 | 0.1547 | - | - | - |
| 3.9361 | 15760 | 0.1568 | - | - | - |
| 3.9386 | 15770 | 0.1563 | - | - | - |
| 3.9411 | 15780 | 0.154 | - | - | - |
| 3.9436 | 15790 | 0.1579 | - | - | - |
| 3.9461 | 15800 | 0.1495 | - | - | - |
| 3.9486 | 15810 | 0.1499 | - | - | - |
| 3.9510 | 15820 | 0.1485 | - | - | - |
| 3.9535 | 15830 | 0.1623 | - | - | - |
| 3.9560 | 15840 | 0.1406 | - | - | - |
| 3.9585 | 15850 | 0.1551 | - | - | - |
| 3.9610 | 15860 | 0.1564 | - | - | - |
| 3.9635 | 15870 | 0.1507 | - | - | - |
| 3.9660 | 15880 | 0.1443 | - | - | - |
| 3.9685 | 15890 | 0.1431 | - | - | - |
| 3.9710 | 15900 | 0.1542 | - | - | - |
| 3.9735 | 15910 | 0.1487 | - | - | - |
| 3.9760 | 15920 | 0.1492 | - | - | - |
| 3.9785 | 15930 | 0.1497 | - | - | - |
| 3.9810 | 15940 | 0.1521 | - | - | - |
| 3.9835 | 15950 | 0.1602 | - | - | - |
| 3.9860 | 15960 | 0.1514 | - | - | - |
| 3.9885 | 15970 | 0.1569 | - | - | - |
| 3.9910 | 15980 | 0.1624 | - | - | - |
| 3.9935 | 15990 | 0.1503 | - | - | - |
| 3.9960 | 16000 | 0.1736 | 0.4992 | 0.8259 | - |
| 3.9985 | 16010 | 0.1458 | - | - | - |
| 4.0010 | 16020 | 0.1428 | - | - | - |
| 4.0035 | 16030 | 0.1257 | - | - | - |
| 4.0060 | 16040 | 0.1225 | - | - | - |
| 4.0085 | 16050 | 0.1186 | - | - | - |
| 4.0110 | 16060 | 0.1231 | - | - | - |
| 4.0135 | 16070 | 0.1161 | - | - | - |
| 4.0160 | 16080 | 0.121 | - | - | - |
| 4.0185 | 16090 | 0.1236 | - | - | - |
| 4.0210 | 16100 | 0.1223 | - | - | - |
| 4.0235 | 16110 | 0.1176 | - | - | - |
| 4.0260 | 16120 | 0.1214 | - | - | - |
| 4.0285 | 16130 | 0.1194 | - | - | - |
| 4.0310 | 16140 | 0.1258 | - | - | - |
| 4.0335 | 16150 | 0.1215 | - | - | - |
| 4.0360 | 16160 | 0.1285 | - | - | - |
| 4.0385 | 16170 | 0.1176 | - | - | - |
| 4.0410 | 16180 | 0.1154 | - | - | - |
| 4.0435 | 16190 | 0.1173 | - | - | - |
| 4.0460 | 16200 | 0.1201 | - | - | - |
| 4.0485 | 16210 | 0.125 | - | - | - |
| 4.0509 | 16220 | 0.1278 | - | - | - |
| 4.0534 | 16230 | 0.1222 | - | - | - |
| 4.0559 | 16240 | 0.1124 | - | - | - |
| 4.0584 | 16250 | 0.1239 | - | - | - |
| 4.0609 | 16260 | 0.1183 | - | - | - |
| 4.0634 | 16270 | 0.1171 | - | - | - |
| 4.0659 | 16280 | 0.1291 | - | - | - |
| 4.0684 | 16290 | 0.1144 | - | - | - |
| 4.0709 | 16300 | 0.1262 | - | - | - |
| 4.0734 | 16310 | 0.1218 | - | - | - |
| 4.0759 | 16320 | 0.1234 | - | - | - |
| 4.0784 | 16330 | 0.1176 | - | - | - |
| 4.0809 | 16340 | 0.1238 | - | - | - |
| 4.0834 | 16350 | 0.1211 | - | - | - |
| 4.0859 | 16360 | 0.1277 | - | - | - |
| 4.0884 | 16370 | 0.1261 | - | - | - |
| 4.0909 | 16380 | 0.1173 | - | - | - |
| 4.0934 | 16390 | 0.1186 | - | - | - |
| 4.0959 | 16400 | 0.1238 | - | - | - |
| 4.0984 | 16410 | 0.1223 | - | - | - |
| 4.1009 | 16420 | 0.1267 | - | - | - |
| 4.1034 | 16430 | 0.1344 | - | - | - |
| 4.1059 | 16440 | 0.1251 | - | - | - |
| 4.1084 | 16450 | 0.1094 | - | - | - |
| 4.1109 | 16460 | 0.1178 | - | - | - |
| 4.1134 | 16470 | 0.1329 | - | - | - |
| 4.1159 | 16480 | 0.1184 | - | - | - |
| 4.1184 | 16490 | 0.1223 | - | - | - |
| 4.1209 | 16500 | 0.1279 | - | - | - |
| 4.1234 | 16510 | 0.1144 | - | - | - |
| 4.1259 | 16520 | 0.117 | - | - | - |
| 4.1284 | 16530 | 0.1209 | - | - | - |
| 4.1309 | 16540 | 0.119 | - | - | - |
| 4.1334 | 16550 | 0.1147 | - | - | - |
| 4.1359 | 16560 | 0.1188 | - | - | - |
| 4.1384 | 16570 | 0.1206 | - | - | - |
| 4.1409 | 16580 | 0.1226 | - | - | - |
| 4.1434 | 16590 | 0.1189 | - | - | - |
| 4.1459 | 16600 | 0.1172 | - | - | - |
| 4.1484 | 16610 | 0.1207 | - | - | - |
| 4.1508 | 16620 | 0.1225 | - | - | - |
| 4.1533 | 16630 | 0.1224 | - | - | - |
| 4.1558 | 16640 | 0.119 | - | - | - |
| 4.1583 | 16650 | 0.1298 | - | - | - |
| 4.1608 | 16660 | 0.1245 | - | - | - |
| 4.1633 | 16670 | 0.1331 | - | - | - |
| 4.1658 | 16680 | 0.122 | - | - | - |
| 4.1683 | 16690 | 0.1213 | - | - | - |
| 4.1708 | 16700 | 0.1173 | - | - | - |
| 4.1733 | 16710 | 0.1214 | - | - | - |
| 4.1758 | 16720 | 0.1208 | - | - | - |
| 4.1783 | 16730 | 0.1124 | - | - | - |
| 4.1808 | 16740 | 0.117 | - | - | - |
| 4.1833 | 16750 | 0.129 | - | - | - |
| 4.1858 | 16760 | 0.1281 | - | - | - |
| 4.1883 | 16770 | 0.1171 | - | - | - |
| 4.1908 | 16780 | 0.1188 | - | - | - |
| 4.1933 | 16790 | 0.1219 | - | - | - |
| 4.1958 | 16800 | 0.1186 | - | - | - |
| 4.1983 | 16810 | 0.1263 | - | - | - |
| 4.2008 | 16820 | 0.126 | - | - | - |
| 4.2033 | 16830 | 0.125 | - | - | - |
| 4.2058 | 16840 | 0.1256 | - | - | - |
| 4.2083 | 16850 | 0.1228 | - | - | - |
| 4.2108 | 16860 | 0.1201 | - | - | - |
| 4.2133 | 16870 | 0.1263 | - | - | - |
| 4.2158 | 16880 | 0.1232 | - | - | - |
| 4.2183 | 16890 | 0.1228 | - | - | - |
| 4.2208 | 16900 | 0.1236 | - | - | - |
| 4.2233 | 16910 | 0.1144 | - | - | - |
| 4.2258 | 16920 | 0.1186 | - | - | - |
| 4.2283 | 16930 | 0.122 | - | - | - |
| 4.2308 | 16940 | 0.1261 | - | - | - |
| 4.2333 | 16950 | 0.1203 | - | - | - |
| 4.2358 | 16960 | 0.1309 | - | - | - |
| 4.2383 | 16970 | 0.1267 | - | - | - |
| 4.2408 | 16980 | 0.125 | - | - | - |
| 4.2433 | 16990 | 0.1203 | - | - | - |
| 4.2458 | 17000 | 0.1214 | 0.4945 | 0.8255 | - |
| 4.2483 | 17010 | 0.1239 | - | - | - |
| 4.2507 | 17020 | 0.1237 | - | - | - |
| 4.2532 | 17030 | 0.1258 | - | - | - |
| 4.2557 | 17040 | 0.1125 | - | - | - |
| 4.2582 | 17050 | 0.1163 | - | - | - |
| 4.2607 | 17060 | 0.1209 | - | - | - |
| 4.2632 | 17070 | 0.1245 | - | - | - |
| 4.2657 | 17080 | 0.1198 | - | - | - |
| 4.2682 | 17090 | 0.1241 | - | - | - |
| 4.2707 | 17100 | 0.119 | - | - | - |
| 4.2732 | 17110 | 0.12 | - | - | - |
| 4.2757 | 17120 | 0.1246 | - | - | - |
| 4.2782 | 17130 | 0.1185 | - | - | - |
| 4.2807 | 17140 | 0.1202 | - | - | - |
| 4.2832 | 17150 | 0.1232 | - | - | - |
| 4.2857 | 17160 | 0.1204 | - | - | - |
| 4.2882 | 17170 | 0.1193 | - | - | - |
| 4.2907 | 17180 | 0.1164 | - | - | - |
| 4.2932 | 17190 | 0.1241 | - | - | - |
| 4.2957 | 17200 | 0.1264 | - | - | - |
| 4.2982 | 17210 | 0.1163 | - | - | - |
| 4.3007 | 17220 | 0.1206 | - | - | - |
| 4.3032 | 17230 | 0.1266 | - | - | - |
| 4.3057 | 17240 | 0.1196 | - | - | - |
| 4.3082 | 17250 | 0.1256 | - | - | - |
| 4.3107 | 17260 | 0.1181 | - | - | - |
| 4.3132 | 17270 | 0.1212 | - | - | - |
| 4.3157 | 17280 | 0.1198 | - | - | - |
| 4.3182 | 17290 | 0.1287 | - | - | - |
| 4.3207 | 17300 | 0.1324 | - | - | - |
| 4.3232 | 17310 | 0.1191 | - | - | - |
| 4.3257 | 17320 | 0.1141 | - | - | - |
| 4.3282 | 17330 | 0.1155 | - | - | - |
| 4.3307 | 17340 | 0.1177 | - | - | - |
| 4.3332 | 17350 | 0.1103 | - | - | - |
| 4.3357 | 17360 | 0.1243 | - | - | - |
| 4.3382 | 17370 | 0.1214 | - | - | - |
| 4.3407 | 17380 | 0.1187 | - | - | - |
| 4.3432 | 17390 | 0.1221 | - | - | - |
| 4.3457 | 17400 | 0.1193 | - | - | - |
| 4.3482 | 17410 | 0.1231 | - | - | - |
| 4.3506 | 17420 | 0.1169 | - | - | - |
| 4.3531 | 17430 | 0.1249 | - | - | - |
| 4.3556 | 17440 | 0.1232 | - | - | - |
| 4.3581 | 17450 | 0.1247 | - | - | - |
| 4.3606 | 17460 | 0.122 | - | - | - |
| 4.3631 | 17470 | 0.1228 | - | - | - |
| 4.3656 | 17480 | 0.1251 | - | - | - |
| 4.3681 | 17490 | 0.1181 | - | - | - |
| 4.3706 | 17500 | 0.1258 | - | - | - |
| 4.3731 | 17510 | 0.1216 | - | - | - |
| 4.3756 | 17520 | 0.1192 | - | - | - |
| 4.3781 | 17530 | 0.1152 | - | - | - |
| 4.3806 | 17540 | 0.1084 | - | - | - |
| 4.3831 | 17550 | 0.1279 | - | - | - |
| 4.3856 | 17560 | 0.1246 | - | - | - |
| 4.3881 | 17570 | 0.1249 | - | - | - |
| 4.3906 | 17580 | 0.124 | - | - | - |
| 4.3931 | 17590 | 0.1202 | - | - | - |
| 4.3956 | 17600 | 0.1166 | - | - | - |
| 4.3981 | 17610 | 0.1225 | - | - | - |
| 4.4006 | 17620 | 0.1289 | - | - | - |
| 4.4031 | 17630 | 0.1306 | - | - | - |
| 4.4056 | 17640 | 0.1247 | - | - | - |
| 4.4081 | 17650 | 0.1232 | - | - | - |
| 4.4106 | 17660 | 0.118 | - | - | - |
| 4.4131 | 17670 | 0.1197 | - | - | - |
| 4.4156 | 17680 | 0.1296 | - | - | - |
| 4.4181 | 17690 | 0.1198 | - | - | - |
| 4.4206 | 17700 | 0.1175 | - | - | - |
| 4.4231 | 17710 | 0.1194 | - | - | - |
| 4.4256 | 17720 | 0.1223 | - | - | - |
| 4.4281 | 17730 | 0.1226 | - | - | - |
| 4.4306 | 17740 | 0.1194 | - | - | - |
| 4.4331 | 17750 | 0.1281 | - | - | - |
| 4.4356 | 17760 | 0.1218 | - | - | - |
| 4.4381 | 17770 | 0.119 | - | - | - |
| 4.4406 | 17780 | 0.1188 | - | - | - |
| 4.4431 | 17790 | 0.1205 | - | - | - |
| 4.4456 | 17800 | 0.1158 | - | - | - |
| 4.4481 | 17810 | 0.1262 | - | - | - |
| 4.4505 | 17820 | 0.1199 | - | - | - |
| 4.4530 | 17830 | 0.1118 | - | - | - |
| 4.4555 | 17840 | 0.1221 | - | - | - |
| 4.4580 | 17850 | 0.1173 | - | - | - |
| 4.4605 | 17860 | 0.1283 | - | - | - |
| 4.4630 | 17870 | 0.1222 | - | - | - |
| 4.4655 | 17880 | 0.1162 | - | - | - |
| 4.4680 | 17890 | 0.1186 | - | - | - |
| 4.4705 | 17900 | 0.1172 | - | - | - |
| 4.4730 | 17910 | 0.1273 | - | - | - |
| 4.4755 | 17920 | 0.1188 | - | - | - |
| 4.4780 | 17930 | 0.1238 | - | - | - |
| 4.4805 | 17940 | 0.1165 | - | - | - |
| 4.4830 | 17950 | 0.118 | - | - | - |
| 4.4855 | 17960 | 0.1125 | - | - | - |
| 4.4880 | 17970 | 0.1228 | - | - | - |
| 4.4905 | 17980 | 0.1185 | - | - | - |
| 4.4930 | 17990 | 0.1194 | - | - | - |
| 4.4955 | 18000 | 0.1158 | 0.4931 | 0.8245 | - |
| 4.4980 | 18010 | 0.1294 | - | - | - |
| 4.5005 | 18020 | 0.1203 | - | - | - |
| 4.5030 | 18030 | 0.119 | - | - | - |
| 4.5055 | 18040 | 0.1274 | - | - | - |
| 4.5080 | 18050 | 0.1123 | - | - | - |
| 4.5105 | 18060 | 0.121 | - | - | - |
| 4.5130 | 18070 | 0.1211 | - | - | - |
| 4.5155 | 18080 | 0.1279 | - | - | - |
| 4.5180 | 18090 | 0.1225 | - | - | - |
| 4.5205 | 18100 | 0.121 | - | - | - |
| 4.5230 | 18110 | 0.1169 | - | - | - |
| 4.5255 | 18120 | 0.1219 | - | - | - |
| 4.5280 | 18130 | 0.122 | - | - | - |
| 4.5305 | 18140 | 0.1218 | - | - | - |
| 4.5330 | 18150 | 0.112 | - | - | - |
| 4.5355 | 18160 | 0.1266 | - | - | - |
| 4.5380 | 18170 | 0.1177 | - | - | - |
| 4.5405 | 18180 | 0.1193 | - | - | - |
| 4.5430 | 18190 | 0.1241 | - | - | - |
| 4.5455 | 18200 | 0.1211 | - | - | - |
| 4.5480 | 18210 | 0.1237 | - | - | - |
| 4.5504 | 18220 | 0.1197 | - | - | - |
| 4.5529 | 18230 | 0.1182 | - | - | - |
| 4.5554 | 18240 | 0.1232 | - | - | - |
| 4.5579 | 18250 | 0.1277 | - | - | - |
| 4.5604 | 18260 | 0.117 | - | - | - |
| 4.5629 | 18270 | 0.1211 | - | - | - |
| 4.5654 | 18280 | 0.1252 | - | - | - |
| 4.5679 | 18290 | 0.1152 | - | - | - |
| 4.5704 | 18300 | 0.1098 | - | - | - |
| 4.5729 | 18310 | 0.1187 | - | - | - |
| 4.5754 | 18320 | 0.128 | - | - | - |
| 4.5779 | 18330 | 0.1146 | - | - | - |
| 4.5804 | 18340 | 0.1287 | - | - | - |
| 4.5829 | 18350 | 0.1212 | - | - | - |
| 4.5854 | 18360 | 0.1347 | - | - | - |
| 4.5879 | 18370 | 0.1246 | - | - | - |
| 4.5904 | 18380 | 0.1149 | - | - | - |
| 4.5929 | 18390 | 0.1153 | - | - | - |
| 4.5954 | 18400 | 0.1214 | - | - | - |
| 4.5979 | 18410 | 0.1293 | - | - | - |
| 4.6004 | 18420 | 0.1177 | - | - | - |
| 4.6029 | 18430 | 0.1195 | - | - | - |
| 4.6054 | 18440 | 0.1203 | - | - | - |
| 4.6079 | 18450 | 0.1195 | - | - | - |
| 4.6104 | 18460 | 0.1246 | - | - | - |
| 4.6129 | 18470 | 0.1177 | - | - | - |
| 4.6154 | 18480 | 0.1228 | - | - | - |
| 4.6179 | 18490 | 0.1218 | - | - | - |
| 4.6204 | 18500 | 0.1259 | - | - | - |
| 4.6229 | 18510 | 0.118 | - | - | - |
| 4.6254 | 18520 | 0.1316 | - | - | - |
| 4.6279 | 18530 | 0.1168 | - | - | - |
| 4.6304 | 18540 | 0.1212 | - | - | - |
| 4.6329 | 18550 | 0.1201 | - | - | - |
| 4.6354 | 18560 | 0.1215 | - | - | - |
| 4.6379 | 18570 | 0.1143 | - | - | - |
| 4.6404 | 18580 | 0.1173 | - | - | - |
| 4.6429 | 18590 | 0.1259 | - | - | - |
| 4.6454 | 18600 | 0.1153 | - | - | - |
| 4.6479 | 18610 | 0.1288 | - | - | - |
| 4.6503 | 18620 | 0.1156 | - | - | - |
| 4.6528 | 18630 | 0.1161 | - | - | - |
| 4.6553 | 18640 | 0.1175 | - | - | - |
| 4.6578 | 18650 | 0.1145 | - | - | - |
| 4.6603 | 18660 | 0.1221 | - | - | - |
| 4.6628 | 18670 | 0.1179 | - | - | - |
| 4.6653 | 18680 | 0.1285 | - | - | - |
| 4.6678 | 18690 | 0.121 | - | - | - |
| 4.6703 | 18700 | 0.119 | - | - | - |
| 4.6728 | 18710 | 0.1212 | - | - | - |
| 4.6753 | 18720 | 0.1105 | - | - | - |
| 4.6778 | 18730 | 0.1212 | - | - | - |
| 4.6803 | 18740 | 0.1138 | - | - | - |
| 4.6828 | 18750 | 0.1253 | - | - | - |
| 4.6853 | 18760 | 0.1178 | - | - | - |
| 4.6878 | 18770 | 0.1157 | - | - | - |
| 4.6903 | 18780 | 0.1142 | - | - | - |
| 4.6928 | 18790 | 0.1288 | - | - | - |
| 4.6953 | 18800 | 0.1171 | - | - | - |
| 4.6978 | 18810 | 0.1217 | - | - | - |
| 4.7003 | 18820 | 0.1135 | - | - | - |
| 4.7028 | 18830 | 0.123 | - | - | - |
| 4.7053 | 18840 | 0.1226 | - | - | - |
| 4.7078 | 18850 | 0.1134 | - | - | - |
| 4.7103 | 18860 | 0.124 | - | - | - |
| 4.7128 | 18870 | 0.1198 | - | - | - |
| 4.7153 | 18880 | 0.1267 | - | - | - |
| 4.7178 | 18890 | 0.1241 | - | - | - |
| 4.7203 | 18900 | 0.1219 | - | - | - |
| 4.7228 | 18910 | 0.1221 | - | - | - |
| 4.7253 | 18920 | 0.1044 | - | - | - |
| 4.7278 | 18930 | 0.1193 | - | - | - |
| 4.7303 | 18940 | 0.1193 | - | - | - |
| 4.7328 | 18950 | 0.1172 | - | - | - |
| 4.7353 | 18960 | 0.1192 | - | - | - |
| 4.7378 | 18970 | 0.1151 | - | - | - |
| 4.7403 | 18980 | 0.1167 | - | - | - |
| 4.7428 | 18990 | 0.1206 | - | - | - |
| 4.7453 | 19000 | 0.1197 | 0.4909 | 0.8244 | - |
| 4.7478 | 19010 | 0.1259 | - | - | - |
| 4.7502 | 19020 | 0.1226 | - | - | - |
| 4.7527 | 19030 | 0.1179 | - | - | - |
| 4.7552 | 19040 | 0.1129 | - | - | - |
| 4.7577 | 19050 | 0.1183 | - | - | - |
| 4.7602 | 19060 | 0.1262 | - | - | - |
| 4.7627 | 19070 | 0.1258 | - | - | - |
| 4.7652 | 19080 | 0.1232 | - | - | - |
| 4.7677 | 19090 | 0.1201 | - | - | - |
| 4.7702 | 19100 | 0.1251 | - | - | - |
| 4.7727 | 19110 | 0.1114 | - | - | - |
| 4.7752 | 19120 | 0.1177 | - | - | - |
| 4.7777 | 19130 | 0.112 | - | - | - |
| 4.7802 | 19140 | 0.1261 | - | - | - |
| 4.7827 | 19150 | 0.1164 | - | - | - |
| 4.7852 | 19160 | 0.1212 | - | - | - |
| 4.7877 | 19170 | 0.1136 | - | - | - |
| 4.7902 | 19180 | 0.1272 | - | - | - |
| 4.7927 | 19190 | 0.1133 | - | - | - |
| 4.7952 | 19200 | 0.1143 | - | - | - |
| 4.7977 | 19210 | 0.1111 | - | - | - |
| 4.8002 | 19220 | 0.1242 | - | - | - |
| 4.8027 | 19230 | 0.1197 | - | - | - |
| 4.8052 | 19240 | 0.1169 | - | - | - |
| 4.8077 | 19250 | 0.1158 | - | - | - |
| 4.8102 | 19260 | 0.1239 | - | - | - |
| 4.8127 | 19270 | 0.1178 | - | - | - |
| 4.8152 | 19280 | 0.1202 | - | - | - |
| 4.8177 | 19290 | 0.1236 | - | - | - |
| 4.8202 | 19300 | 0.1196 | - | - | - |
| 4.8227 | 19310 | 0.1131 | - | - | - |
| 4.8252 | 19320 | 0.1108 | - | - | - |
| 4.8277 | 19330 | 0.1237 | - | - | - |
| 4.8302 | 19340 | 0.1279 | - | - | - |
| 4.8327 | 19350 | 0.1215 | - | - | - |
| 4.8352 | 19360 | 0.1233 | - | - | - |
| 4.8377 | 19370 | 0.1052 | - | - | - |
| 4.8402 | 19380 | 0.1174 | - | - | - |
| 4.8427 | 19390 | 0.1176 | - | - | - |
| 4.8452 | 19400 | 0.1273 | - | - | - |
| 4.8477 | 19410 | 0.1211 | - | - | - |
| 4.8501 | 19420 | 0.129 | - | - | - |
| 4.8526 | 19430 | 0.1249 | - | - | - |
| 4.8551 | 19440 | 0.1222 | - | - | - |
| 4.8576 | 19450 | 0.1285 | - | - | - |
| 4.8601 | 19460 | 0.1149 | - | - | - |
| 4.8626 | 19470 | 0.1143 | - | - | - |
| 4.8651 | 19480 | 0.113 | - | - | - |
| 4.8676 | 19490 | 0.1207 | - | - | - |
| 4.8701 | 19500 | 0.1208 | - | - | - |
| 4.8726 | 19510 | 0.1254 | - | - | - |
| 4.8751 | 19520 | 0.1204 | - | - | - |
| 4.8776 | 19530 | 0.1292 | - | - | - |
| 4.8801 | 19540 | 0.1184 | - | - | - |
| 4.8826 | 19550 | 0.125 | - | - | - |
| 4.8851 | 19560 | 0.1209 | - | - | - |
| 4.8876 | 19570 | 0.1195 | - | - | - |
| 4.8901 | 19580 | 0.1278 | - | - | - |
| 4.8926 | 19590 | 0.1241 | - | - | - |
| 4.8951 | 19600 | 0.1216 | - | - | - |
| 4.8976 | 19610 | 0.131 | - | - | - |
| 4.9001 | 19620 | 0.1215 | - | - | - |
| 4.9026 | 19630 | 0.1186 | - | - | - |
| 4.9051 | 19640 | 0.1255 | - | - | - |
| 4.9076 | 19650 | 0.115 | - | - | - |
| 4.9101 | 19660 | 0.1143 | - | - | - |
| 4.9126 | 19670 | 0.1272 | - | - | - |
| 4.9151 | 19680 | 0.1177 | - | - | - |
| 4.9176 | 19690 | 0.1242 | - | - | - |
| 4.9201 | 19700 | 0.1219 | - | - | - |
| 4.9226 | 19710 | 0.1241 | - | - | - |
| 4.9251 | 19720 | 0.1153 | - | - | - |
| 4.9276 | 19730 | 0.126 | - | - | - |
| 4.9301 | 19740 | 0.1228 | - | - | - |
| 4.9326 | 19750 | 0.1254 | - | - | - |
| 4.9351 | 19760 | 0.1113 | - | - | - |
| 4.9376 | 19770 | 0.119 | - | - | - |
| 4.9401 | 19780 | 0.1117 | - | - | - |
| 4.9426 | 19790 | 0.1262 | - | - | - |
| 4.9451 | 19800 | 0.1216 | - | - | - |
| 4.9476 | 19810 | 0.1251 | - | - | - |
| 4.9500 | 19820 | 0.1225 | - | - | - |
| 4.9525 | 19830 | 0.1205 | - | - | - |
| 4.9550 | 19840 | 0.1173 | - | - | - |
| 4.9575 | 19850 | 0.1219 | - | - | - |
| 4.9600 | 19860 | 0.1212 | - | - | - |
| 4.9625 | 19870 | 0.1179 | - | - | - |
| 4.9650 | 19880 | 0.1215 | - | - | - |
| 4.9675 | 19890 | 0.1199 | - | - | - |
| 4.9700 | 19900 | 0.1181 | - | - | - |
| 4.9725 | 19910 | 0.1269 | - | - | - |
| 4.9750 | 19920 | 0.1233 | - | - | - |
| 4.9775 | 19930 | 0.1301 | - | - | - |
| 4.9800 | 19940 | 0.1212 | - | - | - |
| 4.9825 | 19950 | 0.1149 | - | - | - |
| 4.9850 | 19960 | 0.1207 | - | - | - |
| 4.9875 | 19970 | 0.1138 | - | - | - |
| 4.9900 | 19980 | 0.1235 | - | - | - |
| 4.9925 | 19990 | 0.1238 | - | - | - |
| **4.995** | **20000** | **0.1315** | **0.4893** | **0.8259** | **-** |
| 4.9975 | 20010 | 0.1263 | - | - | - |
| 5.0 | 20020 | 0.1216 | - | - | - |
| -1 | -1 | - | - | - | 0.3973 |
* The bold row denotes the saved checkpoint.
</details>
### Framework Versions
- Python: 3.12.2
- Sentence Transformers: 5.1.0
- Transformers: 4.57.0.dev0
- PyTorch: 2.8.0+cu128
- Accelerate: 1.10.1
- Datasets: 4.0.0
- Tokenizers: 0.22.0
## 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",
}
```
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