---
language:
- en
license: apache-2.0
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:6300
- loss:MatryoshkaLoss
- loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-base-en-v1.5
widget:
- source_sentence: Termination of the Arm Share Purchase Agreement In February 2022,
NVIDIA and SoftBank Group Corp., or SoftBank, announced the termination of the
Share Purchase Agreement whereby NVIDIA would have acquired Arm Limited, or Arm,
from SoftBank. The parties agreed to terminate because of significant regulatory
challenges preventing the completion of the transaction.
sentences:
- How did eBay's net revenues from the first quarter of 2023 compare to the last
quarter of 2022?
- Why did NVIDIA and SoftBank terminate their Share Purchase Agreement for acquiring
Arm Limited?
- What effects did the implementation of the Reinvention Plan have on the company's
financial statements in fiscal years 2022 and 2023?
- source_sentence: In the fiscal year 2023, it was disclosed that $1,963 million of
certain accumulated foreign earnings continue to be indefinitely reinvested.
sentences:
- What does the company imply about the severity of the lawsuits and regulatory
proceedings they are involved in?
- How much has been indefinitely reinvested from accumulated foreign earnings as
of fiscal year 2023?
- Are the consolidated financial statements and notes included directly in Item
8 of the Annual Report on Form 10-K?
- source_sentence: The November 2029 fixed-to-floating rate Senior Notes bear interest
at a fixed rate of 6.196%, payable semi-annually, until the interest reset date
on November 17, 2028.
sentences:
- What is the fixed interest rate for the November 2029 fixed-to-floating rate Senior
Notes before the reset date?
- What is the weighted-average remaining term of the financing obligations as of
December 31, 2023?
- How long has Humana participated in the Medicare program for private health plans?
- source_sentence: Our material cash requirements include debt repayment obligations
of $1.9 billion.
sentences:
- What percentage is the initial preferred distribution for the April preferreds
issued by AT&T in 2023?
- What are the two main service segments of The Charles Schwab Corporation?
- What is the total debt repayment obligation mentioned in the financial outline?
- source_sentence: New stores | 131 | | 333 | | 464 | | 311 | | 225 | 536
sentences:
- How many new stores did the Dollar Tree segment open in the fiscal year ending
January 28, 2023?
- How is the discount rate for the Family Dollar goodwill impairment evaluation
determined?
- What does IBM’s 2023 Annual Report to Stockholders include?
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics:
- cosine_accuracy@1
- cosine_accuracy@3
- cosine_accuracy@5
- cosine_accuracy@10
- cosine_precision@1
- cosine_precision@3
- cosine_precision@5
- cosine_precision@10
- cosine_recall@1
- cosine_recall@3
- cosine_recall@5
- cosine_recall@10
- cosine_ndcg@10
- cosine_mrr@10
- cosine_map@100
model-index:
- name: BGE base Financial Matryoshka
results:
- task:
type: information-retrieval
name: Information Retrieval
dataset:
name: dim 768
type: dim_768
metrics:
- type: cosine_accuracy@1
value: 0.6628571428571428
name: Cosine Accuracy@1
- type: cosine_accuracy@3
value: 0.8128571428571428
name: Cosine Accuracy@3
- type: cosine_accuracy@5
value: 0.8385714285714285
name: Cosine Accuracy@5
- type: cosine_accuracy@10
value: 0.8871428571428571
name: Cosine Accuracy@10
- type: cosine_precision@1
value: 0.6628571428571428
name: Cosine Precision@1
- type: cosine_precision@3
value: 0.270952380952381
name: Cosine Precision@3
- type: cosine_precision@5
value: 0.16771428571428568
name: Cosine Precision@5
- type: cosine_precision@10
value: 0.0887142857142857
name: Cosine Precision@10
- type: cosine_recall@1
value: 0.6628571428571428
name: Cosine Recall@1
- type: cosine_recall@3
value: 0.8128571428571428
name: Cosine Recall@3
- type: cosine_recall@5
value: 0.8385714285714285
name: Cosine Recall@5
- type: cosine_recall@10
value: 0.8871428571428571
name: Cosine Recall@10
- type: cosine_ndcg@10
value: 0.7771376992897233
name: Cosine Ndcg@10
- type: cosine_mrr@10
value: 0.7417278911564624
name: Cosine Mrr@10
- type: cosine_map@100
value: 0.7459340014094423
name: Cosine Map@100
- task:
type: information-retrieval
name: Information Retrieval
dataset:
name: dim 512
type: dim_512
metrics:
- type: cosine_accuracy@1
value: 0.66
name: Cosine Accuracy@1
- type: cosine_accuracy@3
value: 0.8114285714285714
name: Cosine Accuracy@3
- type: cosine_accuracy@5
value: 0.84
name: Cosine Accuracy@5
- type: cosine_accuracy@10
value: 0.8871428571428571
name: Cosine Accuracy@10
- type: cosine_precision@1
value: 0.66
name: Cosine Precision@1
- type: cosine_precision@3
value: 0.2704761904761904
name: Cosine Precision@3
- type: cosine_precision@5
value: 0.16799999999999998
name: Cosine Precision@5
- type: cosine_precision@10
value: 0.0887142857142857
name: Cosine Precision@10
- type: cosine_recall@1
value: 0.66
name: Cosine Recall@1
- type: cosine_recall@3
value: 0.8114285714285714
name: Cosine Recall@3
- type: cosine_recall@5
value: 0.84
name: Cosine Recall@5
- type: cosine_recall@10
value: 0.8871428571428571
name: Cosine Recall@10
- type: cosine_ndcg@10
value: 0.7738952698065006
name: Cosine Ndcg@10
- type: cosine_mrr@10
value: 0.7376156462585033
name: Cosine Mrr@10
- type: cosine_map@100
value: 0.7416047303260471
name: Cosine Map@100
- task:
type: information-retrieval
name: Information Retrieval
dataset:
name: dim 256
type: dim_256
metrics:
- type: cosine_accuracy@1
value: 0.6671428571428571
name: Cosine Accuracy@1
- type: cosine_accuracy@3
value: 0.8057142857142857
name: Cosine Accuracy@3
- type: cosine_accuracy@5
value: 0.8371428571428572
name: Cosine Accuracy@5
- type: cosine_accuracy@10
value: 0.88
name: Cosine Accuracy@10
- type: cosine_precision@1
value: 0.6671428571428571
name: Cosine Precision@1
- type: cosine_precision@3
value: 0.26857142857142857
name: Cosine Precision@3
- type: cosine_precision@5
value: 0.1674285714285714
name: Cosine Precision@5
- type: cosine_precision@10
value: 0.088
name: Cosine Precision@10
- type: cosine_recall@1
value: 0.6671428571428571
name: Cosine Recall@1
- type: cosine_recall@3
value: 0.8057142857142857
name: Cosine Recall@3
- type: cosine_recall@5
value: 0.8371428571428572
name: Cosine Recall@5
- type: cosine_recall@10
value: 0.88
name: Cosine Recall@10
- type: cosine_ndcg@10
value: 0.7749410226388818
name: Cosine Ndcg@10
- type: cosine_mrr@10
value: 0.7410992063492059
name: Cosine Mrr@10
- type: cosine_map@100
value: 0.745220616023529
name: Cosine Map@100
- task:
type: information-retrieval
name: Information Retrieval
dataset:
name: dim 128
type: dim_128
metrics:
- type: cosine_accuracy@1
value: 0.6342857142857142
name: Cosine Accuracy@1
- type: cosine_accuracy@3
value: 0.79
name: Cosine Accuracy@3
- type: cosine_accuracy@5
value: 0.8314285714285714
name: Cosine Accuracy@5
- type: cosine_accuracy@10
value: 0.8728571428571429
name: Cosine Accuracy@10
- type: cosine_precision@1
value: 0.6342857142857142
name: Cosine Precision@1
- type: cosine_precision@3
value: 0.2633333333333333
name: Cosine Precision@3
- type: cosine_precision@5
value: 0.1662857142857143
name: Cosine Precision@5
- type: cosine_precision@10
value: 0.08728571428571427
name: Cosine Precision@10
- type: cosine_recall@1
value: 0.6342857142857142
name: Cosine Recall@1
- type: cosine_recall@3
value: 0.79
name: Cosine Recall@3
- type: cosine_recall@5
value: 0.8314285714285714
name: Cosine Recall@5
- type: cosine_recall@10
value: 0.8728571428571429
name: Cosine Recall@10
- type: cosine_ndcg@10
value: 0.7567972995851519
name: Cosine Ndcg@10
- type: cosine_mrr@10
value: 0.7192930839002263
name: Cosine Mrr@10
- type: cosine_map@100
value: 0.7237935936286254
name: Cosine Map@100
- task:
type: information-retrieval
name: Information Retrieval
dataset:
name: dim 64
type: dim_64
metrics:
- type: cosine_accuracy@1
value: 0.6285714285714286
name: Cosine Accuracy@1
- type: cosine_accuracy@3
value: 0.7671428571428571
name: Cosine Accuracy@3
- type: cosine_accuracy@5
value: 0.8142857142857143
name: Cosine Accuracy@5
- type: cosine_accuracy@10
value: 0.8728571428571429
name: Cosine Accuracy@10
- type: cosine_precision@1
value: 0.6285714285714286
name: Cosine Precision@1
- type: cosine_precision@3
value: 0.2557142857142857
name: Cosine Precision@3
- type: cosine_precision@5
value: 0.16285714285714287
name: Cosine Precision@5
- type: cosine_precision@10
value: 0.08728571428571427
name: Cosine Precision@10
- type: cosine_recall@1
value: 0.6285714285714286
name: Cosine Recall@1
- type: cosine_recall@3
value: 0.7671428571428571
name: Cosine Recall@3
- type: cosine_recall@5
value: 0.8142857142857143
name: Cosine Recall@5
- type: cosine_recall@10
value: 0.8728571428571429
name: Cosine Recall@10
- type: cosine_ndcg@10
value: 0.7483704138772564
name: Cosine Ndcg@10
- type: cosine_mrr@10
value: 0.7087936507936506
name: Cosine Mrr@10
- type: cosine_map@100
value: 0.7127238799035323
name: Cosine Map@100
---
# BGE base Financial Matryoshka
This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [BAAI/bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5) on the json dataset. It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.
## Model Details
### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [BAAI/bge-base-en-v1.5](https://huggingface.co/BAAI/bge-base-en-v1.5)
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 768 dimensions
- **Similarity Function:** Cosine Similarity
- **Training Dataset:**
- json
- **Language:** en
- **License:** apache-2.0
### Model Sources
- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)
### Full Model Architecture
```
SentenceTransformer(
(0): Transformer({'max_seq_length': 512, 'do_lower_case': True}) with Transformer model: BertModel
(1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': True, 'pooling_mode_mean_tokens': False, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
(2): Normalize()
)
```
## Usage
### Direct Usage (Sentence Transformers)
First install the Sentence Transformers library:
```bash
pip install -U sentence-transformers
```
Then you can load this model and run inference.
```python
from sentence_transformers import SentenceTransformer
# Download from the 🤗 Hub
model = SentenceTransformer("thang1943/bge-base-financial-matryoshka")
# Run inference
sentences = [
'New stores | 131 | | 333 | | 464 | | 311 | | 225 | 536',
'How many new stores did the Dollar Tree segment open in the fiscal year ending January 28, 2023?',
'How is the discount rate for the Family Dollar goodwill impairment evaluation determined?',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 768]
# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]
```
## Evaluation
### Metrics
#### Information Retrieval
* Datasets: `dim_768`, `dim_512`, `dim_256`, `dim_128` and `dim_64`
* Evaluated with [InformationRetrievalEvaluator](https://sbert.net/docs/package_reference/sentence_transformer/evaluation.html#sentence_transformers.evaluation.InformationRetrievalEvaluator)
| Metric | dim_768 | dim_512 | dim_256 | dim_128 | dim_64 |
|:--------------------|:-----------|:-----------|:-----------|:-----------|:-----------|
| cosine_accuracy@1 | 0.6629 | 0.66 | 0.6671 | 0.6343 | 0.6286 |
| cosine_accuracy@3 | 0.8129 | 0.8114 | 0.8057 | 0.79 | 0.7671 |
| cosine_accuracy@5 | 0.8386 | 0.84 | 0.8371 | 0.8314 | 0.8143 |
| cosine_accuracy@10 | 0.8871 | 0.8871 | 0.88 | 0.8729 | 0.8729 |
| cosine_precision@1 | 0.6629 | 0.66 | 0.6671 | 0.6343 | 0.6286 |
| cosine_precision@3 | 0.271 | 0.2705 | 0.2686 | 0.2633 | 0.2557 |
| cosine_precision@5 | 0.1677 | 0.168 | 0.1674 | 0.1663 | 0.1629 |
| cosine_precision@10 | 0.0887 | 0.0887 | 0.088 | 0.0873 | 0.0873 |
| cosine_recall@1 | 0.6629 | 0.66 | 0.6671 | 0.6343 | 0.6286 |
| cosine_recall@3 | 0.8129 | 0.8114 | 0.8057 | 0.79 | 0.7671 |
| cosine_recall@5 | 0.8386 | 0.84 | 0.8371 | 0.8314 | 0.8143 |
| cosine_recall@10 | 0.8871 | 0.8871 | 0.88 | 0.8729 | 0.8729 |
| **cosine_ndcg@10** | **0.7771** | **0.7739** | **0.7749** | **0.7568** | **0.7484** |
| cosine_mrr@10 | 0.7417 | 0.7376 | 0.7411 | 0.7193 | 0.7088 |
| cosine_map@100 | 0.7459 | 0.7416 | 0.7452 | 0.7238 | 0.7127 |
## Training Details
### Training Dataset
#### json
* Dataset: json
* Size: 6,300 training samples
* Columns: positive and anchor
* Approximate statistics based on the first 1000 samples:
| | positive | anchor |
|:--------|:-----------------------------------------------------------------------------------|:----------------------------------------------------------------------------------|
| type | string | string |
| details | - min: 6 tokens
- mean: 45.49 tokens
- max: 371 tokens
| - min: 7 tokens
- mean: 20.33 tokens
- max: 41 tokens
|
* Samples:
| positive | anchor |
|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------|
| In their 2023 forward-looking statements, Goldman Sachs mentioned that results, financial condition, liquidity, and capital actions may differ, possibly materially, from the anticipated results. Important factors include those described in "Risk Factors" in Part I, Item 1A and "Forward-Looking Statements" in Part I, Item 1. | What factors could potentially alter Goldman Sachs' anticipated financial outcomes according to their 2023 forward-looking statements? |
| Visa Direct is part of Visa’s strategy beyond C2B payments and helps facilitate the delivery of funds to eligible cards, deposit accounts and digital wallets across more than 190 countries and territories. Visa Direct supports multiple use cases, such as P2P payments and account-to-account transfers, business and government payouts to individuals or small businesses, merchant settlements and refunds. | What is the purpose of Visa Direct? |
| The Company's international operations are subject to different, and sometimes more stringent, legal and regulatory requirements, which vary widely by jurisdiction, including anti-corruption laws; economic sanctions laws; various privacy, insurance, tax, tariff and trade laws and regulations; corporate governance, privacy, data protection (including the EU's General Data Protection Regulation which began to apply across the EU during 2018), data mining, data transfer, labor and employment, intellectual property, consumer protection and investment laws and regulations; discriminatory licensing procedures; compulsory cessions of reinsurance; required localization of records and funds; higher premium and income taxes; limitations on dividends and repatriation of capital; and requirements for local participation in an insurer's ownership. | What types of laws and regulations govern the international operations of a company? |
* Loss: [MatryoshkaLoss](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#matryoshkaloss) with these parameters:
```json
{
"loss": "MultipleNegativesRankingLoss",
"matryoshka_dims": [
768,
512,
256,
128,
64
],
"matryoshka_weights": [
1,
1,
1,
1,
1
],
"n_dims_per_step": -1
}
```
### Training Hyperparameters
#### Non-Default Hyperparameters
- `eval_strategy`: epoch
- `per_device_train_batch_size`: 2
- `per_device_eval_batch_size`: 1
- `learning_rate`: 2e-05
- `num_train_epochs`: 4
- `lr_scheduler_type`: cosine
- `warmup_ratio`: 0.1
- `bf16`: True
- `tf32`: False
- `load_best_model_at_end`: True
- `optim`: adamw_torch_fused
- `batch_sampler`: no_duplicates
#### All Hyperparameters
Click to expand
- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: epoch
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 2
- `per_device_eval_batch_size`: 1
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 1
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 2e-05
- `weight_decay`: 0.0
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1.0
- `num_train_epochs`: 4
- `max_steps`: -1
- `lr_scheduler_type`: cosine
- `lr_scheduler_kwargs`: {}
- `warmup_ratio`: 0.1
- `warmup_steps`: 0
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `save_safetensors`: True
- `save_on_each_node`: False
- `save_only_model`: False
- `restore_callback_states_from_checkpoint`: False
- `no_cuda`: False
- `use_cpu`: False
- `use_mps_device`: False
- `seed`: 42
- `data_seed`: None
- `jit_mode_eval`: False
- `use_ipex`: False
- `bf16`: True
- `fp16`: False
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: False
- `local_rank`: 0
- `ddp_backend`: None
- `tpu_num_cores`: None
- `tpu_metrics_debug`: False
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `past_index`: -1
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: True
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch_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
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `include_for_metrics`: []
- `eval_do_concat_batches`: True
- `fp16_backend`: auto
- `push_to_hub_model_id`: None
- `push_to_hub_organization`: None
- `mp_parameters`:
- `auto_find_batch_size`: False
- `full_determinism`: False
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `dispatch_batches`: None
- `split_batches`: None
- `include_tokens_per_second`: False
- `include_num_input_tokens_seen`: False
- `neftune_noise_alpha`: None
- `optim_target_modules`: None
- `batch_eval_metrics`: False
- `eval_on_start`: False
- `use_liger_kernel`: False
- `eval_use_gather_object`: False
- `average_tokens_across_devices`: False
- `prompts`: None
- `batch_sampler`: no_duplicates
- `multi_dataset_batch_sampler`: proportional
Click to expand
| Epoch | Step | Training Loss | dim_768_cosine_ndcg@10 | dim_512_cosine_ndcg@10 | dim_256_cosine_ndcg@10 | dim_128_cosine_ndcg@10 | dim_64_cosine_ndcg@10 |
|:-------:|:--------:|:-------------:|:----------------------:|:----------------------:|:----------------------:|:----------------------:|:---------------------:|
| 0.0032 | 10 | 0.271 | - | - | - | - | - |
| 0.0063 | 20 | 0.0452 | - | - | - | - | - |
| 0.0095 | 30 | 0.2152 | - | - | - | - | - |
| 0.0127 | 40 | 0.0658 | - | - | - | - | - |
| 0.0159 | 50 | 0.5701 | - | - | - | - | - |
| 0.0190 | 60 | 0.0882 | - | - | - | - | - |
| 0.0222 | 70 | 0.0902 | - | - | - | - | - |
| 0.0254 | 80 | 0.8865 | - | - | - | - | - |
| 0.0286 | 90 | 0.1985 | - | - | - | - | - |
| 0.0317 | 100 | 0.2853 | - | - | - | - | - |
| 0.0349 | 110 | 0.2637 | - | - | - | - | - |
| 0.0381 | 120 | 0.007 | - | - | - | - | - |
| 0.0413 | 130 | 0.0432 | - | - | - | - | - |
| 0.0444 | 140 | 0.0126 | - | - | - | - | - |
| 0.0476 | 150 | 0.0174 | - | - | - | - | - |
| 0.0508 | 160 | 0.2123 | - | - | - | - | - |
| 0.0540 | 170 | 0.0489 | - | - | - | - | - |
| 0.0571 | 180 | 0.0306 | - | - | - | - | - |
| 0.0603 | 190 | 0.0032 | - | - | - | - | - |
| 0.0635 | 200 | 0.027 | - | - | - | - | - |
| 0.0667 | 210 | 0.0131 | - | - | - | - | - |
| 0.0698 | 220 | 0.0164 | - | - | - | - | - |
| 0.0730 | 230 | 0.0044 | - | - | - | - | - |
| 0.0762 | 240 | 0.0119 | - | - | - | - | - |
| 0.0794 | 250 | 0.0539 | - | - | - | - | - |
| 0.0825 | 260 | 0.0425 | - | - | - | - | - |
| 0.0857 | 270 | 0.0213 | - | - | - | - | - |
| 0.0889 | 280 | 0.0676 | - | - | - | - | - |
| 0.0921 | 290 | 0.029 | - | - | - | - | - |
| 0.0952 | 300 | 0.0147 | - | - | - | - | - |
| 0.0984 | 310 | 0.0201 | - | - | - | - | - |
| 0.1016 | 320 | 0.0112 | - | - | - | - | - |
| 0.1048 | 330 | 0.0236 | - | - | - | - | - |
| 0.1079 | 340 | 0.0619 | - | - | - | - | - |
| 0.1111 | 350 | 0.0521 | - | - | - | - | - |
| 0.1143 | 360 | 0.034 | - | - | - | - | - |
| 0.1175 | 370 | 0.0729 | - | - | - | - | - |
| 0.1206 | 380 | 0.6353 | - | - | - | - | - |
| 0.1238 | 390 | 0.0053 | - | - | - | - | - |
| 0.1270 | 400 | 0.0047 | - | - | - | - | - |
| 0.1302 | 410 | 0.0038 | - | - | - | - | - |
| 0.1333 | 420 | 0.1795 | - | - | - | - | - |
| 0.1365 | 430 | 0.0715 | - | - | - | - | - |
| 0.1397 | 440 | 0.0328 | - | - | - | - | - |
| 0.1429 | 450 | 0.0301 | - | - | - | - | - |
| 0.1460 | 460 | 0.0163 | - | - | - | - | - |
| 0.1492 | 470 | 0.0515 | - | - | - | - | - |
| 0.1524 | 480 | 0.0009 | - | - | - | - | - |
| 0.1556 | 490 | 0.0645 | - | - | - | - | - |
| 0.1587 | 500 | 0.0024 | - | - | - | - | - |
| 0.1619 | 510 | 0.0833 | - | - | - | - | - |
| 0.1651 | 520 | 0.0052 | - | - | - | - | - |
| 0.1683 | 530 | 0.0056 | - | - | - | - | - |
| 0.1714 | 540 | 0.164 | - | - | - | - | - |
| 0.1746 | 550 | 0.0054 | - | - | - | - | - |
| 0.1778 | 560 | 0.0446 | - | - | - | - | - |
| 0.1810 | 570 | 0.001 | - | - | - | - | - |
| 0.1841 | 580 | 0.0869 | - | - | - | - | - |
| 0.1873 | 590 | 0.0036 | - | - | - | - | - |
| 0.1905 | 600 | 0.022 | - | - | - | - | - |
| 0.1937 | 610 | 0.0025 | - | - | - | - | - |
| 0.1968 | 620 | 0.0112 | - | - | - | - | - |
| 0.2 | 630 | 0.0005 | - | - | - | - | - |
| 0.2032 | 640 | 0.0047 | - | - | - | - | - |
| 0.2063 | 650 | 0.0003 | - | - | - | - | - |
| 0.2095 | 660 | 0.089 | - | - | - | - | - |
| 0.2127 | 670 | 0.0009 | - | - | - | - | - |
| 0.2159 | 680 | 0.0012 | - | - | - | - | - |
| 0.2190 | 690 | 0.0278 | - | - | - | - | - |
| 0.2222 | 700 | 0.0013 | - | - | - | - | - |
| 0.2254 | 710 | 0.0017 | - | - | - | - | - |
| 0.2286 | 720 | 0.0137 | - | - | - | - | - |
| 0.2317 | 730 | 0.2628 | - | - | - | - | - |
| 0.2349 | 740 | 0.011 | - | - | - | - | - |
| 0.2381 | 750 | 0.9877 | - | - | - | - | - |
| 0.2413 | 760 | 0.0166 | - | - | - | - | - |
| 0.2444 | 770 | 0.03 | - | - | - | - | - |
| 0.2476 | 780 | 0.5091 | - | - | - | - | - |
| 0.2508 | 790 | 0.0057 | - | - | - | - | - |
| 0.2540 | 800 | 0.0003 | - | - | - | - | - |
| 0.2571 | 810 | 0.0002 | - | - | - | - | - |
| 0.2603 | 820 | 0.0515 | - | - | - | - | - |
| 0.2635 | 830 | 0.134 | - | - | - | - | - |
| 0.2667 | 840 | 0.0033 | - | - | - | - | - |
| 0.2698 | 850 | 0.0046 | - | - | - | - | - |
| 0.2730 | 860 | 0.004 | - | - | - | - | - |
| 0.2762 | 870 | 0.0017 | - | - | - | - | - |
| 0.2794 | 880 | 0.0027 | - | - | - | - | - |
| 0.2825 | 890 | 0.0946 | - | - | - | - | - |
| 0.2857 | 900 | 0.0016 | - | - | - | - | - |
| 0.2889 | 910 | 0.0057 | - | - | - | - | - |
| 0.2921 | 920 | 0.0005 | - | - | - | - | - |
| 0.2952 | 930 | 0.0145 | - | - | - | - | - |
| 0.2984 | 940 | 0.0049 | - | - | - | - | - |
| 0.3016 | 950 | 0.0008 | - | - | - | - | - |
| 0.3048 | 960 | 0.0013 | - | - | - | - | - |
| 0.3079 | 970 | 0.0245 | - | - | - | - | - |
| 0.3111 | 980 | 0.0012 | - | - | - | - | - |
| 0.3143 | 990 | 0.0051 | - | - | - | - | - |
| 0.3175 | 1000 | 0.0016 | - | - | - | - | - |
| 0.3206 | 1010 | 0.0014 | - | - | - | - | - |
| 0.3238 | 1020 | 0.0002 | - | - | - | - | - |
| 0.3270 | 1030 | 0.0021 | - | - | - | - | - |
| 0.3302 | 1040 | 0.0038 | - | - | - | - | - |
| 0.3333 | 1050 | 0.0084 | - | - | - | - | - |
| 0.3365 | 1060 | 0.0044 | - | - | - | - | - |
| 0.3397 | 1070 | 0.0002 | - | - | - | - | - |
| 0.3429 | 1080 | 0.0058 | - | - | - | - | - |
| 0.3460 | 1090 | 0.008 | - | - | - | - | - |
| 0.3492 | 1100 | 0.0008 | - | - | - | - | - |
| 0.3524 | 1110 | 0.0043 | - | - | - | - | - |
| 0.3556 | 1120 | 0.1245 | - | - | - | - | - |
| 0.3587 | 1130 | 0.0037 | - | - | - | - | - |
| 0.3619 | 1140 | 0.581 | - | - | - | - | - |
| 0.3651 | 1150 | 0.0011 | - | - | - | - | - |
| 0.3683 | 1160 | 0.0061 | - | - | - | - | - |
| 0.3714 | 1170 | 0.0292 | - | - | - | - | - |
| 0.3746 | 1180 | 0.005 | - | - | - | - | - |
| 0.3778 | 1190 | 0.003 | - | - | - | - | - |
| 0.3810 | 1200 | 0.0003 | - | - | - | - | - |
| 0.3841 | 1210 | 0.0007 | - | - | - | - | - |
| 0.3873 | 1220 | 0.5248 | - | - | - | - | - |
| 0.3905 | 1230 | 0.3122 | - | - | - | - | - |
| 0.3937 | 1240 | 0.0079 | - | - | - | - | - |
| 0.3968 | 1250 | 0.014 | - | - | - | - | - |
| 0.4 | 1260 | 0.0271 | - | - | - | - | - |
| 0.4032 | 1270 | 0.0043 | - | - | - | - | - |
| 0.4063 | 1280 | 0.0005 | - | - | - | - | - |
| 0.4095 | 1290 | 0.0012 | - | - | - | - | - |
| 0.4127 | 1300 | 0.0179 | - | - | - | - | - |
| 0.4159 | 1310 | 0.0011 | - | - | - | - | - |
| 0.4190 | 1320 | 0.0048 | - | - | - | - | - |
| 0.4222 | 1330 | 0.002 | - | - | - | - | - |
| 0.4254 | 1340 | 0.0002 | - | - | - | - | - |
| 0.4286 | 1350 | 0.0091 | - | - | - | - | - |
| 0.4317 | 1360 | 0.0002 | - | - | - | - | - |
| 0.4349 | 1370 | 0.0137 | - | - | - | - | - |
| 0.4381 | 1380 | 0.017 | - | - | - | - | - |
| 0.4413 | 1390 | 0.0007 | - | - | - | - | - |
| 0.4444 | 1400 | 0.001 | - | - | - | - | - |
| 0.4476 | 1410 | 0.0015 | - | - | - | - | - |
| 0.4508 | 1420 | 0.0015 | - | - | - | - | - |
| 0.4540 | 1430 | 0.0002 | - | - | - | - | - |
| 0.4571 | 1440 | 0.125 | - | - | - | - | - |
| 0.4603 | 1450 | 0.0014 | - | - | - | - | - |
| 0.4635 | 1460 | 0.0019 | - | - | - | - | - |
| 0.4667 | 1470 | 0.0061 | - | - | - | - | - |
| 0.4698 | 1480 | 0.0019 | - | - | - | - | - |
| 0.4730 | 1490 | 0.0045 | - | - | - | - | - |
| 0.4762 | 1500 | 0.004 | - | - | - | - | - |
| 0.4794 | 1510 | 0.0003 | - | - | - | - | - |
| 0.4825 | 1520 | 0.0002 | - | - | - | - | - |
| 0.4857 | 1530 | 0.0053 | - | - | - | - | - |
| 0.4889 | 1540 | 0.0042 | - | - | - | - | - |
| 0.4921 | 1550 | 0.0005 | - | - | - | - | - |
| 0.4952 | 1560 | 0.0026 | - | - | - | - | - |
| 0.4984 | 1570 | 0.0081 | - | - | - | - | - |
| 0.5016 | 1580 | 0.0094 | - | - | - | - | - |
| 0.5048 | 1590 | 0.0003 | - | - | - | - | - |
| 0.5079 | 1600 | 0.0075 | - | - | - | - | - |
| 0.5111 | 1610 | 0.0002 | - | - | - | - | - |
| 0.5143 | 1620 | 0.001 | - | - | - | - | - |
| 0.5175 | 1630 | 0.0015 | - | - | - | - | - |
| 0.5206 | 1640 | 0.0015 | - | - | - | - | - |
| 0.5238 | 1650 | 0.3041 | - | - | - | - | - |
| 0.5270 | 1660 | 0.0328 | - | - | - | - | - |
| 0.5302 | 1670 | 0.0138 | - | - | - | - | - |
| 0.5333 | 1680 | 0.0007 | - | - | - | - | - |
| 0.5365 | 1690 | 0.0008 | - | - | - | - | - |
| 0.5397 | 1700 | 0.0011 | - | - | - | - | - |
| 0.5429 | 1710 | 0.0013 | - | - | - | - | - |
| 0.5460 | 1720 | 0.0011 | - | - | - | - | - |
| 0.5492 | 1730 | 0.2332 | - | - | - | - | - |
| 0.5524 | 1740 | 0.0021 | - | - | - | - | - |
| 0.5556 | 1750 | 0.8243 | - | - | - | - | - |
| 0.5587 | 1760 | 0.0199 | - | - | - | - | - |
| 0.5619 | 1770 | 0.0118 | - | - | - | - | - |
| 0.5651 | 1780 | 0.0425 | - | - | - | - | - |
| 0.5683 | 1790 | 0.003 | - | - | - | - | - |
| 0.5714 | 1800 | 0.0024 | - | - | - | - | - |
| 0.5746 | 1810 | 0.0002 | - | - | - | - | - |
| 0.5778 | 1820 | 0.0459 | - | - | - | - | - |
| 0.5810 | 1830 | 0.0018 | - | - | - | - | - |
| 0.5841 | 1840 | 0.0009 | - | - | - | - | - |
| 0.5873 | 1850 | 0.0007 | - | - | - | - | - |
| 0.5905 | 1860 | 0.0112 | - | - | - | - | - |
| 0.5937 | 1870 | 0.0302 | - | - | - | - | - |
| 0.5968 | 1880 | 0.0101 | - | - | - | - | - |
| 0.6 | 1890 | 0.0098 | - | - | - | - | - |
| 0.6032 | 1900 | 0.0332 | - | - | - | - | - |
| 0.6063 | 1910 | 0.0017 | - | - | - | - | - |
| 0.6095 | 1920 | 0.007 | - | - | - | - | - |
| 0.6127 | 1930 | 0.0012 | - | - | - | - | - |
| 0.6159 | 1940 | 0.0971 | - | - | - | - | - |
| 0.6190 | 1950 | 0.0009 | - | - | - | - | - |
| 0.6222 | 1960 | 0.0001 | - | - | - | - | - |
| 0.6254 | 1970 | 0.0041 | - | - | - | - | - |
| 0.6286 | 1980 | 0.0021 | - | - | - | - | - |
| 0.6317 | 1990 | 0.0044 | - | - | - | - | - |
| 0.6349 | 2000 | 0.0004 | - | - | - | - | - |
| 0.6381 | 2010 | 0.0077 | - | - | - | - | - |
| 0.6413 | 2020 | 0.0002 | - | - | - | - | - |
| 0.6444 | 2030 | 0.0006 | - | - | - | - | - |
| 0.6476 | 2040 | 0.0008 | - | - | - | - | - |
| 0.6508 | 2050 | 0.0004 | - | - | - | - | - |
| 0.6540 | 2060 | 0.0013 | - | - | - | - | - |
| 0.6571 | 2070 | 0.0009 | - | - | - | - | - |
| 0.6603 | 2080 | 0.0015 | - | - | - | - | - |
| 0.6635 | 2090 | 0.0002 | - | - | - | - | - |
| 0.6667 | 2100 | 0.0028 | - | - | - | - | - |
| 0.6698 | 2110 | 0.0008 | - | - | - | - | - |
| 0.6730 | 2120 | 0.0094 | - | - | - | - | - |
| 0.6762 | 2130 | 0.5743 | - | - | - | - | - |
| 0.6794 | 2140 | 0.0002 | - | - | - | - | - |
| 0.6825 | 2150 | 0.0006 | - | - | - | - | - |
| 0.6857 | 2160 | 0.0005 | - | - | - | - | - |
| 0.6889 | 2170 | 0.0002 | - | - | - | - | - |
| 0.6921 | 2180 | 0.0032 | - | - | - | - | - |
| 0.6952 | 2190 | 0.0006 | - | - | - | - | - |
| 0.6984 | 2200 | 0.0012 | - | - | - | - | - |
| 0.7016 | 2210 | 0.0598 | - | - | - | - | - |
| 0.7048 | 2220 | 0.0 | - | - | - | - | - |
| 0.7079 | 2230 | 0.0001 | - | - | - | - | - |
| 0.7111 | 2240 | 0.0001 | - | - | - | - | - |
| 0.7143 | 2250 | 0.0082 | - | - | - | - | - |
| 0.7175 | 2260 | 0.0033 | - | - | - | - | - |
| 0.7206 | 2270 | 0.0004 | - | - | - | - | - |
| 0.7238 | 2280 | 0.0132 | - | - | - | - | - |
| 0.7270 | 2290 | 0.0004 | - | - | - | - | - |
| 0.7302 | 2300 | 0.0107 | - | - | - | - | - |
| 0.7333 | 2310 | 0.0018 | - | - | - | - | - |
| 0.7365 | 2320 | 0.0255 | - | - | - | - | - |
| 0.7397 | 2330 | 0.0001 | - | - | - | - | - |
| 0.7429 | 2340 | 0.0025 | - | - | - | - | - |
| 0.7460 | 2350 | 0.3299 | - | - | - | - | - |
| 0.7492 | 2360 | 0.0039 | - | - | - | - | - |
| 0.7524 | 2370 | 0.0511 | - | - | - | - | - |
| 0.7556 | 2380 | 0.0001 | - | - | - | - | - |
| 0.7587 | 2390 | 0.0002 | - | - | - | - | - |
| 0.7619 | 2400 | 0.0001 | - | - | - | - | - |
| 0.7651 | 2410 | 0.0002 | - | - | - | - | - |
| 0.7683 | 2420 | 0.0072 | - | - | - | - | - |
| 0.7714 | 2430 | 0.0453 | - | - | - | - | - |
| 0.7746 | 2440 | 0.0003 | - | - | - | - | - |
| 0.7778 | 2450 | 0.0224 | - | - | - | - | - |
| 0.7810 | 2460 | 0.0035 | - | - | - | - | - |
| 0.7841 | 2470 | 0.001 | - | - | - | - | - |
| 0.7873 | 2480 | 0.0003 | - | - | - | - | - |
| 0.7905 | 2490 | 0.0001 | - | - | - | - | - |
| 0.7937 | 2500 | 0.0002 | - | - | - | - | - |
| 0.7968 | 2510 | 0.0489 | - | - | - | - | - |
| 0.8 | 2520 | 0.0001 | - | - | - | - | - |
| 0.8032 | 2530 | 0.0128 | - | - | - | - | - |
| 0.8063 | 2540 | 0.0009 | - | - | - | - | - |
| 0.8095 | 2550 | 0.0022 | - | - | - | - | - |
| 0.8127 | 2560 | 0.0002 | - | - | - | - | - |
| 0.8159 | 2570 | 0.0525 | - | - | - | - | - |
| 0.8190 | 2580 | 0.0005 | - | - | - | - | - |
| 0.8222 | 2590 | 0.2441 | - | - | - | - | - |
| 0.8254 | 2600 | 0.0002 | - | - | - | - | - |
| 0.8286 | 2610 | 0.0002 | - | - | - | - | - |
| 0.8317 | 2620 | 0.0004 | - | - | - | - | - |
| 0.8349 | 2630 | 0.0007 | - | - | - | - | - |
| 0.8381 | 2640 | 0.01 | - | - | - | - | - |
| 0.8413 | 2650 | 1.0383 | - | - | - | - | - |
| 0.8444 | 2660 | 0.2035 | - | - | - | - | - |
| 0.8476 | 2670 | 0.0246 | - | - | - | - | - |
| 0.8508 | 2680 | 0.056 | - | - | - | - | - |
| 0.8540 | 2690 | 0.0 | - | - | - | - | - |
| 0.8571 | 2700 | 0.0 | - | - | - | - | - |
| 0.8603 | 2710 | 0.378 | - | - | - | - | - |
| 0.8635 | 2720 | 0.0076 | - | - | - | - | - |
| 0.8667 | 2730 | 0.0108 | - | - | - | - | - |
| 0.8698 | 2740 | 0.0066 | - | - | - | - | - |
| 0.8730 | 2750 | 0.0146 | - | - | - | - | - |
| 0.8762 | 2760 | 0.0002 | - | - | - | - | - |
| 0.8794 | 2770 | 0.0005 | - | - | - | - | - |
| 0.8825 | 2780 | 0.0001 | - | - | - | - | - |
| 0.8857 | 2790 | 0.0001 | - | - | - | - | - |
| 0.8889 | 2800 | 0.006 | - | - | - | - | - |
| 0.8921 | 2810 | 0.0021 | - | - | - | - | - |
| 0.8952 | 2820 | 0.0314 | - | - | - | - | - |
| 0.8984 | 2830 | 0.0008 | - | - | - | - | - |
| 0.9016 | 2840 | 0.0004 | - | - | - | - | - |
| 0.9048 | 2850 | 0.0024 | - | - | - | - | - |
| 0.9079 | 2860 | 0.0004 | - | - | - | - | - |
| 0.9111 | 2870 | 0.0004 | - | - | - | - | - |
| 0.9143 | 2880 | 0.0001 | - | - | - | - | - |
| 0.9175 | 2890 | 0.0017 | - | - | - | - | - |
| 0.9206 | 2900 | 0.0004 | - | - | - | - | - |
| 0.9238 | 2910 | 0.0016 | - | - | - | - | - |
| 0.9270 | 2920 | 0.0004 | - | - | - | - | - |
| 0.9302 | 2930 | 0.0029 | - | - | - | - | - |
| 0.9333 | 2940 | 0.0011 | - | - | - | - | - |
| 0.9365 | 2950 | 0.0015 | - | - | - | - | - |
| 0.9397 | 2960 | 0.0128 | - | - | - | - | - |
| 0.9429 | 2970 | 0.311 | - | - | - | - | - |
| 0.9460 | 2980 | 0.0244 | - | - | - | - | - |
| 0.9492 | 2990 | 0.0278 | - | - | - | - | - |
| 0.9524 | 3000 | 0.0016 | - | - | - | - | - |
| 0.9556 | 3010 | 0.0005 | - | - | - | - | - |
| 0.9587 | 3020 | 0.0008 | - | - | - | - | - |
| 0.9619 | 3030 | 0.0005 | - | - | - | - | - |
| 0.9651 | 3040 | 0.0 | - | - | - | - | - |
| 0.9683 | 3050 | 0.0103 | - | - | - | - | - |
| 0.9714 | 3060 | 0.0019 | - | - | - | - | - |
| 0.9746 | 3070 | 0.0011 | - | - | - | - | - |
| 0.9778 | 3080 | 0.0005 | - | - | - | - | - |
| 0.9810 | 3090 | 0.0377 | - | - | - | - | - |
| 0.9841 | 3100 | 0.0006 | - | - | - | - | - |
| 0.9873 | 3110 | 0.7692 | - | - | - | - | - |
| 0.9905 | 3120 | 0.0005 | - | - | - | - | - |
| 0.9937 | 3130 | 0.0006 | - | - | - | - | - |
| 0.9968 | 3140 | 0.0062 | - | - | - | - | - |
| 1.0 | 3150 | 0.0161 | 0.7705 | 0.7679 | 0.7597 | 0.7425 | 0.7233 |
| 1.0032 | 3160 | 0.0032 | - | - | - | - | - |
| 1.0063 | 3170 | 0.0 | - | - | - | - | - |
| 1.0095 | 3180 | 0.0016 | - | - | - | - | - |
| 1.0127 | 3190 | 0.0001 | - | - | - | - | - |
| 1.0159 | 3200 | 0.0221 | - | - | - | - | - |
| 1.0190 | 3210 | 0.0004 | - | - | - | - | - |
| 1.0222 | 3220 | 0.0008 | - | - | - | - | - |
| 1.0254 | 3230 | 0.0001 | - | - | - | - | - |
| 1.0286 | 3240 | 0.0004 | - | - | - | - | - |
| 1.0317 | 3250 | 0.0004 | - | - | - | - | - |
| 1.0349 | 3260 | 0.0004 | - | - | - | - | - |
| 1.0381 | 3270 | 0.0 | - | - | - | - | - |
| 1.0413 | 3280 | 0.0001 | - | - | - | - | - |
| 1.0444 | 3290 | 0.2183 | - | - | - | - | - |
| 1.0476 | 3300 | 0.045 | - | - | - | - | - |
| 1.0508 | 3310 | 0.0002 | - | - | - | - | - |
| 1.0540 | 3320 | 0.0001 | - | - | - | - | - |
| 1.0571 | 3330 | 0.0167 | - | - | - | - | - |
| 1.0603 | 3340 | 0.0043 | - | - | - | - | - |
| 1.0635 | 3350 | 0.0012 | - | - | - | - | - |
| 1.0667 | 3360 | 0.0006 | - | - | - | - | - |
| 1.0698 | 3370 | 0.0029 | - | - | - | - | - |
| 1.0730 | 3380 | 0.0004 | - | - | - | - | - |
| 1.0762 | 3390 | 0.0024 | - | - | - | - | - |
| 1.0794 | 3400 | 0.0019 | - | - | - | - | - |
| 1.0825 | 3410 | 0.2129 | - | - | - | - | - |
| 1.0857 | 3420 | 0.06 | - | - | - | - | - |
| 1.0889 | 3430 | 0.0001 | - | - | - | - | - |
| 1.0921 | 3440 | 0.0008 | - | - | - | - | - |
| 1.0952 | 3450 | 0.0 | - | - | - | - | - |
| 1.0984 | 3460 | 0.0006 | - | - | - | - | - |
| 1.1016 | 3470 | 0.0001 | - | - | - | - | - |
| 1.1048 | 3480 | 0.0009 | - | - | - | - | - |
| 1.1079 | 3490 | 0.0016 | - | - | - | - | - |
| 1.1111 | 3500 | 0.0002 | - | - | - | - | - |
| 1.1143 | 3510 | 0.0001 | - | - | - | - | - |
| 1.1175 | 3520 | 0.0198 | - | - | - | - | - |
| 1.1206 | 3530 | 0.0018 | - | - | - | - | - |
| 1.1238 | 3540 | 0.0 | - | - | - | - | - |
| 1.1270 | 3550 | 0.0001 | - | - | - | - | - |
| 1.1302 | 3560 | 0.0003 | - | - | - | - | - |
| 1.1333 | 3570 | 0.0021 | - | - | - | - | - |
| 1.1365 | 3580 | 0.0 | - | - | - | - | - |
| 1.1397 | 3590 | 0.0007 | - | - | - | - | - |
| 1.1429 | 3600 | 0.0 | - | - | - | - | - |
| 1.1460 | 3610 | 0.0016 | - | - | - | - | - |
| 1.1492 | 3620 | 0.0005 | - | - | - | - | - |
| 1.1524 | 3630 | 0.001 | - | - | - | - | - |
| 1.1556 | 3640 | 0.0042 | - | - | - | - | - |
| 1.1587 | 3650 | 0.0008 | - | - | - | - | - |
| 1.1619 | 3660 | 0.0002 | - | - | - | - | - |
| 1.1651 | 3670 | 0.0004 | - | - | - | - | - |
| 1.1683 | 3680 | 0.1335 | - | - | - | - | - |
| 1.1714 | 3690 | 0.0014 | - | - | - | - | - |
| 1.1746 | 3700 | 0.0009 | - | - | - | - | - |
| 1.1778 | 3710 | 0.0017 | - | - | - | - | - |
| 1.1810 | 3720 | 0.0088 | - | - | - | - | - |
| 1.1841 | 3730 | 0.0002 | - | - | - | - | - |
| 1.1873 | 3740 | 0.0122 | - | - | - | - | - |
| 1.1905 | 3750 | 0.0001 | - | - | - | - | - |
| 1.1937 | 3760 | 0.0 | - | - | - | - | - |
| 1.1968 | 3770 | 0.0017 | - | - | - | - | - |
| 1.2 | 3780 | 0.0031 | - | - | - | - | - |
| 1.2032 | 3790 | 0.0026 | - | - | - | - | - |
| 1.2063 | 3800 | 0.0001 | - | - | - | - | - |
| 1.2095 | 3810 | 0.026 | - | - | - | - | - |
| 1.2127 | 3820 | 0.0002 | - | - | - | - | - |
| 1.2159 | 3830 | 0.0053 | - | - | - | - | - |
| 1.2190 | 3840 | 0.0004 | - | - | - | - | - |
| 1.2222 | 3850 | 0.2406 | - | - | - | - | - |
| 1.2254 | 3860 | 0.0069 | - | - | - | - | - |
| 1.2286 | 3870 | 0.0098 | - | - | - | - | - |
| 1.2317 | 3880 | 0.0005 | - | - | - | - | - |
| 1.2349 | 3890 | 0.0056 | - | - | - | - | - |
| 1.2381 | 3900 | 0.0 | - | - | - | - | - |
| 1.2413 | 3910 | 0.0001 | - | - | - | - | - |
| 1.2444 | 3920 | 0.0003 | - | - | - | - | - |
| 1.2476 | 3930 | 0.0007 | - | - | - | - | - |
| 1.2508 | 3940 | 0.0029 | - | - | - | - | - |
| 1.2540 | 3950 | 0.0001 | - | - | - | - | - |
| 1.2571 | 3960 | 0.0022 | - | - | - | - | - |
| 1.2603 | 3970 | 0.0021 | - | - | - | - | - |
| 1.2635 | 3980 | 0.0001 | - | - | - | - | - |
| 1.2667 | 3990 | 0.0006 | - | - | - | - | - |
| 1.2698 | 4000 | 0.0 | - | - | - | - | - |
| 1.2730 | 4010 | 0.0 | - | - | - | - | - |
| 1.2762 | 4020 | 0.0003 | - | - | - | - | - |
| 1.2794 | 4030 | 0.525 | - | - | - | - | - |
| 1.2825 | 4040 | 0.0001 | - | - | - | - | - |
| 1.2857 | 4050 | 0.0001 | - | - | - | - | - |
| 1.2889 | 4060 | 0.0003 | - | - | - | - | - |
| 1.2921 | 4070 | 0.0001 | - | - | - | - | - |
| 1.2952 | 4080 | 0.0002 | - | - | - | - | - |
| 1.2984 | 4090 | 0.0001 | - | - | - | - | - |
| 1.3016 | 4100 | 0.0006 | - | - | - | - | - |
| 1.3048 | 4110 | 0.0003 | - | - | - | - | - |
| 1.3079 | 4120 | 0.0162 | - | - | - | - | - |
| 1.3111 | 4130 | 0.0002 | - | - | - | - | - |
| 1.3143 | 4140 | 0.008 | - | - | - | - | - |
| 1.3175 | 4150 | 0.6283 | - | - | - | - | - |
| 1.3206 | 4160 | 0.0 | - | - | - | - | - |
| 1.3238 | 4170 | 0.0004 | - | - | - | - | - |
| 1.3270 | 4180 | 0.0002 | - | - | - | - | - |
| 1.3302 | 4190 | 0.0 | - | - | - | - | - |
| 1.3333 | 4200 | 0.0002 | - | - | - | - | - |
| 1.3365 | 4210 | 0.0002 | - | - | - | - | - |
| 1.3397 | 4220 | 0.0001 | - | - | - | - | - |
| 1.3429 | 4230 | 0.0023 | - | - | - | - | - |
| 1.3460 | 4240 | 0.0002 | - | - | - | - | - |
| 1.3492 | 4250 | 0.0 | - | - | - | - | - |
| 1.3524 | 4260 | 0.0 | - | - | - | - | - |
| 1.3556 | 4270 | 0.0 | - | - | - | - | - |
| 1.3587 | 4280 | 0.002 | - | - | - | - | - |
| 1.3619 | 4290 | 0.0019 | - | - | - | - | - |
| 1.3651 | 4300 | 0.0012 | - | - | - | - | - |
| 1.3683 | 4310 | 0.0061 | - | - | - | - | - |
| 1.3714 | 4320 | 0.0677 | - | - | - | - | - |
| 1.3746 | 4330 | 0.0 | - | - | - | - | - |
| 1.3778 | 4340 | 0.0 | - | - | - | - | - |
| 1.3810 | 4350 | 0.0784 | - | - | - | - | - |
| 1.3841 | 4360 | 0.0001 | - | - | - | - | - |
| 1.3873 | 4370 | 0.0097 | - | - | - | - | - |
| 1.3905 | 4380 | 0.0004 | - | - | - | - | - |
| 1.3937 | 4390 | 0.0001 | - | - | - | - | - |
| 1.3968 | 4400 | 0.0065 | - | - | - | - | - |
| 1.4 | 4410 | 0.0002 | - | - | - | - | - |
| 1.4032 | 4420 | 0.0128 | - | - | - | - | - |
| 1.4063 | 4430 | 0.0001 | - | - | - | - | - |
| 1.4095 | 4440 | 0.0006 | - | - | - | - | - |
| 1.4127 | 4450 | 0.0002 | - | - | - | - | - |
| 1.4159 | 4460 | 0.0008 | - | - | - | - | - |
| 1.4190 | 4470 | 0.0001 | - | - | - | - | - |
| 1.4222 | 4480 | 0.0001 | - | - | - | - | - |
| 1.4254 | 4490 | 0.0001 | - | - | - | - | - |
| 1.4286 | 4500 | 0.0511 | - | - | - | - | - |
| 1.4317 | 4510 | 0.0001 | - | - | - | - | - |
| 1.4349 | 4520 | 0.0001 | - | - | - | - | - |
| 1.4381 | 4530 | 0.0044 | - | - | - | - | - |
| 1.4413 | 4540 | 0.0025 | - | - | - | - | - |
| 1.4444 | 4550 | 0.0001 | - | - | - | - | - |
| 1.4476 | 4560 | 0.0001 | - | - | - | - | - |
| 1.4508 | 4570 | 0.015 | - | - | - | - | - |
| 1.4540 | 4580 | 0.0002 | - | - | - | - | - |
| 1.4571 | 4590 | 0.0001 | - | - | - | - | - |
| 1.4603 | 4600 | 0.0308 | - | - | - | - | - |
| 1.4635 | 4610 | 0.0005 | - | - | - | - | - |
| 1.4667 | 4620 | 0.0101 | - | - | - | - | - |
| 1.4698 | 4630 | 0.0012 | - | - | - | - | - |
| 1.4730 | 4640 | 0.0023 | - | - | - | - | - |
| 1.4762 | 4650 | 0.0003 | - | - | - | - | - |
| 1.4794 | 4660 | 0.0313 | - | - | - | - | - |
| 1.4825 | 4670 | 0.0048 | - | - | - | - | - |
| 1.4857 | 4680 | 0.0013 | - | - | - | - | - |
| 1.4889 | 4690 | 0.0008 | - | - | - | - | - |
| 1.4921 | 4700 | 0.0001 | - | - | - | - | - |
| 1.4952 | 4710 | 0.0007 | - | - | - | - | - |
| 1.4984 | 4720 | 0.0 | - | - | - | - | - |
| 1.5016 | 4730 | 0.0002 | - | - | - | - | - |
| 1.5048 | 4740 | 0.0019 | - | - | - | - | - |
| 1.5079 | 4750 | 0.0491 | - | - | - | - | - |
| 1.5111 | 4760 | 0.0272 | - | - | - | - | - |
| 1.5143 | 4770 | 0.0003 | - | - | - | - | - |
| 1.5175 | 4780 | 0.0003 | - | - | - | - | - |
| 1.5206 | 4790 | 0.0 | - | - | - | - | - |
| 1.5238 | 4800 | 0.0001 | - | - | - | - | - |
| 1.5270 | 4810 | 0.0006 | - | - | - | - | - |
| 1.5302 | 4820 | 0.0001 | - | - | - | - | - |
| 1.5333 | 4830 | 0.0011 | - | - | - | - | - |
| 1.5365 | 4840 | 0.0001 | - | - | - | - | - |
| 1.5397 | 4850 | 0.0004 | - | - | - | - | - |
| 1.5429 | 4860 | 0.002 | - | - | - | - | - |
| 1.5460 | 4870 | 0.8482 | - | - | - | - | - |
| 1.5492 | 4880 | 0.0001 | - | - | - | - | - |
| 1.5524 | 4890 | 0.0001 | - | - | - | - | - |
| 1.5556 | 4900 | 0.0004 | - | - | - | - | - |
| 1.5587 | 4910 | 0.0084 | - | - | - | - | - |
| 1.5619 | 4920 | 0.0006 | - | - | - | - | - |
| 1.5651 | 4930 | 0.3809 | - | - | - | - | - |
| 1.5683 | 4940 | 0.0007 | - | - | - | - | - |
| 1.5714 | 4950 | 0.0 | - | - | - | - | - |
| 1.5746 | 4960 | 0.002 | - | - | - | - | - |
| 1.5778 | 4970 | 0.0021 | - | - | - | - | - |
| 1.5810 | 4980 | 0.3699 | - | - | - | - | - |
| 1.5841 | 4990 | 0.0022 | - | - | - | - | - |
| 1.5873 | 5000 | 0.0022 | - | - | - | - | - |
| 1.5905 | 5010 | 0.0043 | - | - | - | - | - |
| 1.5937 | 5020 | 0.0001 | - | - | - | - | - |
| 1.5968 | 5030 | 0.0001 | - | - | - | - | - |
| 1.6 | 5040 | 0.0016 | - | - | - | - | - |
| 1.6032 | 5050 | 0.0004 | - | - | - | - | - |
| 1.6063 | 5060 | 0.0003 | - | - | - | - | - |
| 1.6095 | 5070 | 0.0017 | - | - | - | - | - |
| 1.6127 | 5080 | 0.0016 | - | - | - | - | - |
| 1.6159 | 5090 | 0.0001 | - | - | - | - | - |
| 1.6190 | 5100 | 0.0051 | - | - | - | - | - |
| 1.6222 | 5110 | 0.0 | - | - | - | - | - |
| 1.6254 | 5120 | 0.0214 | - | - | - | - | - |
| 1.6286 | 5130 | 0.0031 | - | - | - | - | - |
| 1.6317 | 5140 | 0.0011 | - | - | - | - | - |
| 1.6349 | 5150 | 0.0 | - | - | - | - | - |
| 1.6381 | 5160 | 0.0001 | - | - | - | - | - |
| 1.6413 | 5170 | 0.0001 | - | - | - | - | - |
| 1.6444 | 5180 | 0.0015 | - | - | - | - | - |
| 1.6476 | 5190 | 0.0002 | - | - | - | - | - |
| 1.6508 | 5200 | 0.0001 | - | - | - | - | - |
| 1.6540 | 5210 | 0.0023 | - | - | - | - | - |
| 1.6571 | 5220 | 0.2279 | - | - | - | - | - |
| 1.6603 | 5230 | 0.0787 | - | - | - | - | - |
| 1.6635 | 5240 | 0.0002 | - | - | - | - | - |
| 1.6667 | 5250 | 0.0015 | - | - | - | - | - |
| 1.6698 | 5260 | 0.0 | - | - | - | - | - |
| 1.6730 | 5270 | 0.0004 | - | - | - | - | - |
| 1.6762 | 5280 | 0.0011 | - | - | - | - | - |
| 1.6794 | 5290 | 0.0003 | - | - | - | - | - |
| 1.6825 | 5300 | 0.0017 | - | - | - | - | - |
| 1.6857 | 5310 | 0.0002 | - | - | - | - | - |
| 1.6889 | 5320 | 0.0 | - | - | - | - | - |
| 1.6921 | 5330 | 0.001 | - | - | - | - | - |
| 1.6952 | 5340 | 0.0003 | - | - | - | - | - |
| 1.6984 | 5350 | 0.0004 | - | - | - | - | - |
| 1.7016 | 5360 | 0.0294 | - | - | - | - | - |
| 1.7048 | 5370 | 0.0005 | - | - | - | - | - |
| 1.7079 | 5380 | 0.0123 | - | - | - | - | - |
| 1.7111 | 5390 | 0.0053 | - | - | - | - | - |
| 1.7143 | 5400 | 0.2908 | - | - | - | - | - |
| 1.7175 | 5410 | 0.0001 | - | - | - | - | - |
| 1.7206 | 5420 | 0.0005 | - | - | - | - | - |
| 1.7238 | 5430 | 0.0004 | - | - | - | - | - |
| 1.7270 | 5440 | 0.0384 | - | - | - | - | - |
| 1.7302 | 5450 | 0.2805 | - | - | - | - | - |
| 1.7333 | 5460 | 0.0004 | - | - | - | - | - |
| 1.7365 | 5470 | 0.0013 | - | - | - | - | - |
| 1.7397 | 5480 | 0.0002 | - | - | - | - | - |
| 1.7429 | 5490 | 1.5794 | - | - | - | - | - |
| 1.7460 | 5500 | 0.0125 | - | - | - | - | - |
| 1.7492 | 5510 | 0.0029 | - | - | - | - | - |
| 1.7524 | 5520 | 0.0 | - | - | - | - | - |
| 1.7556 | 5530 | 0.0001 | - | - | - | - | - |
| 1.7587 | 5540 | 0.0025 | - | - | - | - | - |
| 1.7619 | 5550 | 0.0446 | - | - | - | - | - |
| 1.7651 | 5560 | 0.0023 | - | - | - | - | - |
| 1.7683 | 5570 | 0.0001 | - | - | - | - | - |
| 1.7714 | 5580 | 0.0004 | - | - | - | - | - |
| 1.7746 | 5590 | 0.0003 | - | - | - | - | - |
| 1.7778 | 5600 | 0.0002 | - | - | - | - | - |
| 1.7810 | 5610 | 0.0002 | - | - | - | - | - |
| 1.7841 | 5620 | 0.1482 | - | - | - | - | - |
| 1.7873 | 5630 | 0.0632 | - | - | - | - | - |
| 1.7905 | 5640 | 0.0009 | - | - | - | - | - |
| 1.7937 | 5650 | 0.0027 | - | - | - | - | - |
| 1.7968 | 5660 | 0.0011 | - | - | - | - | - |
| 1.8 | 5670 | 0.0001 | - | - | - | - | - |
| 1.8032 | 5680 | 0.0 | - | - | - | - | - |
| 1.8063 | 5690 | 0.0029 | - | - | - | - | - |
| 1.8095 | 5700 | 0.0004 | - | - | - | - | - |
| 1.8127 | 5710 | 0.0019 | - | - | - | - | - |
| 1.8159 | 5720 | 0.1265 | - | - | - | - | - |
| 1.8190 | 5730 | 0.0004 | - | - | - | - | - |
| 1.8222 | 5740 | 0.0012 | - | - | - | - | - |
| 1.8254 | 5750 | 0.0001 | - | - | - | - | - |
| 1.8286 | 5760 | 0.0047 | - | - | - | - | - |
| 1.8317 | 5770 | 0.0227 | - | - | - | - | - |
| 1.8349 | 5780 | 0.0003 | - | - | - | - | - |
| 1.8381 | 5790 | 0.0001 | - | - | - | - | - |
| 1.8413 | 5800 | 0.0044 | - | - | - | - | - |
| 1.8444 | 5810 | 0.0001 | - | - | - | - | - |
| 1.8476 | 5820 | 0.0004 | - | - | - | - | - |
| 1.8508 | 5830 | 0.0005 | - | - | - | - | - |
| 1.8540 | 5840 | 0.0009 | - | - | - | - | - |
| 1.8571 | 5850 | 0.0027 | - | - | - | - | - |
| 1.8603 | 5860 | 0.0003 | - | - | - | - | - |
| 1.8635 | 5870 | 0.0 | - | - | - | - | - |
| 1.8667 | 5880 | 0.0001 | - | - | - | - | - |
| 1.8698 | 5890 | 0.0002 | - | - | - | - | - |
| 1.8730 | 5900 | 0.0 | - | - | - | - | - |
| 1.8762 | 5910 | 0.0002 | - | - | - | - | - |
| 1.8794 | 5920 | 0.001 | - | - | - | - | - |
| 1.8825 | 5930 | 0.0001 | - | - | - | - | - |
| 1.8857 | 5940 | 0.0001 | - | - | - | - | - |
| 1.8889 | 5950 | 0.0049 | - | - | - | - | - |
| 1.8921 | 5960 | 0.0 | - | - | - | - | - |
| 1.8952 | 5970 | 0.0023 | - | - | - | - | - |
| 1.8984 | 5980 | 0.0001 | - | - | - | - | - |
| 1.9016 | 5990 | 0.0002 | - | - | - | - | - |
| 1.9048 | 6000 | 0.0371 | - | - | - | - | - |
| 1.9079 | 6010 | 0.0 | - | - | - | - | - |
| 1.9111 | 6020 | 0.0001 | - | - | - | - | - |
| 1.9143 | 6030 | 0.0116 | - | - | - | - | - |
| 1.9175 | 6040 | 0.0 | - | - | - | - | - |
| 1.9206 | 6050 | 0.0 | - | - | - | - | - |
| 1.9238 | 6060 | 0.0 | - | - | - | - | - |
| 1.9270 | 6070 | 0.0001 | - | - | - | - | - |
| 1.9302 | 6080 | 0.0001 | - | - | - | - | - |
| 1.9333 | 6090 | 0.0002 | - | - | - | - | - |
| 1.9365 | 6100 | 0.4081 | - | - | - | - | - |
| 1.9397 | 6110 | 0.0309 | - | - | - | - | - |
| 1.9429 | 6120 | 0.0009 | - | - | - | - | - |
| 1.9460 | 6130 | 0.0018 | - | - | - | - | - |
| 1.9492 | 6140 | 0.0005 | - | - | - | - | - |
| 1.9524 | 6150 | 0.0058 | - | - | - | - | - |
| 1.9556 | 6160 | 0.0 | - | - | - | - | - |
| 1.9587 | 6170 | 0.0215 | - | - | - | - | - |
| 1.9619 | 6180 | 0.0007 | - | - | - | - | - |
| 1.9651 | 6190 | 0.0072 | - | - | - | - | - |
| 1.9683 | 6200 | 0.0002 | - | - | - | - | - |
| 1.9714 | 6210 | 0.0001 | - | - | - | - | - |
| 1.9746 | 6220 | 0.0002 | - | - | - | - | - |
| 1.9778 | 6230 | 0.0001 | - | - | - | - | - |
| 1.9810 | 6240 | 0.0005 | - | - | - | - | - |
| 1.9841 | 6250 | 0.0011 | - | - | - | - | - |
| 1.9873 | 6260 | 0.0027 | - | - | - | - | - |
| 1.9905 | 6270 | 0.0016 | - | - | - | - | - |
| 1.9937 | 6280 | 0.0364 | - | - | - | - | - |
| 1.9968 | 6290 | 0.0016 | - | - | - | - | - |
| 2.0 | 6300 | 0.0001 | 0.7724 | 0.7705 | 0.7673 | 0.7579 | 0.7396 |
| 2.0032 | 6310 | 0.0 | - | - | - | - | - |
| 2.0063 | 6320 | 0.0391 | - | - | - | - | - |
| 2.0095 | 6330 | 0.0009 | - | - | - | - | - |
| 2.0127 | 6340 | 0.0045 | - | - | - | - | - |
| 2.0159 | 6350 | 0.0002 | - | - | - | - | - |
| 2.0190 | 6360 | 0.0224 | - | - | - | - | - |
| 2.0222 | 6370 | 0.007 | - | - | - | - | - |
| 2.0254 | 6380 | 0.0011 | - | - | - | - | - |
| 2.0286 | 6390 | 0.0 | - | - | - | - | - |
| 2.0317 | 6400 | 0.001 | - | - | - | - | - |
| 2.0349 | 6410 | 0.0004 | - | - | - | - | - |
| 2.0381 | 6420 | 0.0 | - | - | - | - | - |
| 2.0413 | 6430 | 0.1194 | - | - | - | - | - |
| 2.0444 | 6440 | 0.0023 | - | - | - | - | - |
| 2.0476 | 6450 | 0.0004 | - | - | - | - | - |
| 2.0508 | 6460 | 0.0 | - | - | - | - | - |
| 2.0540 | 6470 | 0.0007 | - | - | - | - | - |
| 2.0571 | 6480 | 0.0001 | - | - | - | - | - |
| 2.0603 | 6490 | 0.0 | - | - | - | - | - |
| 2.0635 | 6500 | 0.0063 | - | - | - | - | - |
| 2.0667 | 6510 | 0.0 | - | - | - | - | - |
| 2.0698 | 6520 | 0.0047 | - | - | - | - | - |
| 2.0730 | 6530 | 0.0001 | - | - | - | - | - |
| 2.0762 | 6540 | 0.0 | - | - | - | - | - |
| 2.0794 | 6550 | 0.0001 | - | - | - | - | - |
| 2.0825 | 6560 | 0.0 | - | - | - | - | - |
| 2.0857 | 6570 | 0.0 | - | - | - | - | - |
| 2.0889 | 6580 | 0.0078 | - | - | - | - | - |
| 2.0921 | 6590 | 0.0016 | - | - | - | - | - |
| 2.0952 | 6600 | 0.0014 | - | - | - | - | - |
| 2.0984 | 6610 | 0.0001 | - | - | - | - | - |
| 2.1016 | 6620 | 0.0001 | - | - | - | - | - |
| 2.1048 | 6630 | 0.0001 | - | - | - | - | - |
| 2.1079 | 6640 | 0.0047 | - | - | - | - | - |
| 2.1111 | 6650 | 0.0009 | - | - | - | - | - |
| 2.1143 | 6660 | 0.0001 | - | - | - | - | - |
| 2.1175 | 6670 | 0.0003 | - | - | - | - | - |
| 2.1206 | 6680 | 0.0 | - | - | - | - | - |
| 2.1238 | 6690 | 0.0001 | - | - | - | - | - |
| 2.1270 | 6700 | 0.0 | - | - | - | - | - |
| 2.1302 | 6710 | 0.2378 | - | - | - | - | - |
| 2.1333 | 6720 | 0.0001 | - | - | - | - | - |
| 2.1365 | 6730 | 0.0 | - | - | - | - | - |
| 2.1397 | 6740 | 0.0011 | - | - | - | - | - |
| 2.1429 | 6750 | 0.0012 | - | - | - | - | - |
| 2.1460 | 6760 | 0.0001 | - | - | - | - | - |
| 2.1492 | 6770 | 0.0005 | - | - | - | - | - |
| 2.1524 | 6780 | 0.0 | - | - | - | - | - |
| 2.1556 | 6790 | 0.0318 | - | - | - | - | - |
| 2.1587 | 6800 | 0.0002 | - | - | - | - | - |
| 2.1619 | 6810 | 0.0004 | - | - | - | - | - |
| 2.1651 | 6820 | 0.0004 | - | - | - | - | - |
| 2.1683 | 6830 | 0.005 | - | - | - | - | - |
| 2.1714 | 6840 | 0.0003 | - | - | - | - | - |
| 2.1746 | 6850 | 0.0002 | - | - | - | - | - |
| 2.1778 | 6860 | 0.0008 | - | - | - | - | - |
| 2.1810 | 6870 | 0.0002 | - | - | - | - | - |
| 2.1841 | 6880 | 0.0003 | - | - | - | - | - |
| 2.1873 | 6890 | 0.0 | - | - | - | - | - |
| 2.1905 | 6900 | 0.0001 | - | - | - | - | - |
| 2.1937 | 6910 | 0.0 | - | - | - | - | - |
| 2.1968 | 6920 | 0.001 | - | - | - | - | - |
| 2.2 | 6930 | 0.1066 | - | - | - | - | - |
| 2.2032 | 6940 | 0.002 | - | - | - | - | - |
| 2.2063 | 6950 | 0.0006 | - | - | - | - | - |
| 2.2095 | 6960 | 0.0006 | - | - | - | - | - |
| 2.2127 | 6970 | 0.0 | - | - | - | - | - |
| 2.2159 | 6980 | 0.0005 | - | - | - | - | - |
| 2.2190 | 6990 | 0.0006 | - | - | - | - | - |
| 2.2222 | 7000 | 0.0002 | - | - | - | - | - |
| 2.2254 | 7010 | 0.0001 | - | - | - | - | - |
| 2.2286 | 7020 | 0.0357 | - | - | - | - | - |
| 2.2317 | 7030 | 0.0014 | - | - | - | - | - |
| 2.2349 | 7040 | 0.0007 | - | - | - | - | - |
| 2.2381 | 7050 | 0.0004 | - | - | - | - | - |
| 2.2413 | 7060 | 0.0003 | - | - | - | - | - |
| 2.2444 | 7070 | 0.0018 | - | - | - | - | - |
| 2.2476 | 7080 | 0.07 | - | - | - | - | - |
| 2.2508 | 7090 | 0.0001 | - | - | - | - | - |
| 2.2540 | 7100 | 0.0001 | - | - | - | - | - |
| 2.2571 | 7110 | 0.0002 | - | - | - | - | - |
| 2.2603 | 7120 | 0.024 | - | - | - | - | - |
| 2.2635 | 7130 | 0.0034 | - | - | - | - | - |
| 2.2667 | 7140 | 0.0025 | - | - | - | - | - |
| 2.2698 | 7150 | 0.0001 | - | - | - | - | - |
| 2.2730 | 7160 | 0.0006 | - | - | - | - | - |
| 2.2762 | 7170 | 0.0 | - | - | - | - | - |
| 2.2794 | 7180 | 0.0015 | - | - | - | - | - |
| 2.2825 | 7190 | 0.0024 | - | - | - | - | - |
| 2.2857 | 7200 | 0.2618 | - | - | - | - | - |
| 2.2889 | 7210 | 0.0006 | - | - | - | - | - |
| 2.2921 | 7220 | 0.0001 | - | - | - | - | - |
| 2.2952 | 7230 | 0.0008 | - | - | - | - | - |
| 2.2984 | 7240 | 0.0001 | - | - | - | - | - |
| 2.3016 | 7250 | 0.0 | - | - | - | - | - |
| 2.3048 | 7260 | 0.0016 | - | - | - | - | - |
| 2.3079 | 7270 | 0.0 | - | - | - | - | - |
| 2.3111 | 7280 | 0.0482 | - | - | - | - | - |
| 2.3143 | 7290 | 0.0001 | - | - | - | - | - |
| 2.3175 | 7300 | 0.0 | - | - | - | - | - |
| 2.3206 | 7310 | 0.0 | - | - | - | - | - |
| 2.3238 | 7320 | 0.0259 | - | - | - | - | - |
| 2.3270 | 7330 | 0.0005 | - | - | - | - | - |
| 2.3302 | 7340 | 0.0008 | - | - | - | - | - |
| 2.3333 | 7350 | 0.0063 | - | - | - | - | - |
| 2.3365 | 7360 | 0.0003 | - | - | - | - | - |
| 2.3397 | 7370 | 0.0025 | - | - | - | - | - |
| 2.3429 | 7380 | 0.0215 | - | - | - | - | - |
| 2.3460 | 7390 | 0.1826 | - | - | - | - | - |
| 2.3492 | 7400 | 0.001 | - | - | - | - | - |
| 2.3524 | 7410 | 0.0006 | - | - | - | - | - |
| 2.3556 | 7420 | 0.0 | - | - | - | - | - |
| 2.3587 | 7430 | 0.0 | - | - | - | - | - |
| 2.3619 | 7440 | 0.005 | - | - | - | - | - |
| 2.3651 | 7450 | 0.004 | - | - | - | - | - |
| 2.3683 | 7460 | 0.0 | - | - | - | - | - |
| 2.3714 | 7470 | 0.0003 | - | - | - | - | - |
| 2.3746 | 7480 | 0.0002 | - | - | - | - | - |
| 2.3778 | 7490 | 0.0001 | - | - | - | - | - |
| 2.3810 | 7500 | 0.0024 | - | - | - | - | - |
| 2.3841 | 7510 | 0.0 | - | - | - | - | - |
| 2.3873 | 7520 | 0.0001 | - | - | - | - | - |
| 2.3905 | 7530 | 0.0036 | - | - | - | - | - |
| 2.3937 | 7540 | 0.0007 | - | - | - | - | - |
| 2.3968 | 7550 | 0.0 | - | - | - | - | - |
| 2.4 | 7560 | 0.0001 | - | - | - | - | - |
| 2.4032 | 7570 | 0.0196 | - | - | - | - | - |
| 2.4063 | 7580 | 0.0003 | - | - | - | - | - |
| 2.4095 | 7590 | 0.0042 | - | - | - | - | - |
| 2.4127 | 7600 | 0.0185 | - | - | - | - | - |
| 2.4159 | 7610 | 0.2535 | - | - | - | - | - |
| 2.4190 | 7620 | 0.0 | - | - | - | - | - |
| 2.4222 | 7630 | 0.1162 | - | - | - | - | - |
| 2.4254 | 7640 | 0.0 | - | - | - | - | - |
| 2.4286 | 7650 | 0.0006 | - | - | - | - | - |
| 2.4317 | 7660 | 0.0003 | - | - | - | - | - |
| 2.4349 | 7670 | 0.0004 | - | - | - | - | - |
| 2.4381 | 7680 | 0.0 | - | - | - | - | - |
| 2.4413 | 7690 | 0.0 | - | - | - | - | - |
| 2.4444 | 7700 | 0.0003 | - | - | - | - | - |
| 2.4476 | 7710 | 0.0001 | - | - | - | - | - |
| 2.4508 | 7720 | 0.0016 | - | - | - | - | - |
| 2.4540 | 7730 | 0.0 | - | - | - | - | - |
| 2.4571 | 7740 | 0.001 | - | - | - | - | - |
| 2.4603 | 7750 | 0.0042 | - | - | - | - | - |
| 2.4635 | 7760 | 0.0011 | - | - | - | - | - |
| 2.4667 | 7770 | 0.0 | - | - | - | - | - |
| 2.4698 | 7780 | 0.0002 | - | - | - | - | - |
| 2.4730 | 7790 | 0.0 | - | - | - | - | - |
| 2.4762 | 7800 | 0.0 | - | - | - | - | - |
| 2.4794 | 7810 | 0.0002 | - | - | - | - | - |
| 2.4825 | 7820 | 0.0003 | - | - | - | - | - |
| 2.4857 | 7830 | 0.0072 | - | - | - | - | - |
| 2.4889 | 7840 | 0.0003 | - | - | - | - | - |
| 2.4921 | 7850 | 0.0006 | - | - | - | - | - |
| 2.4952 | 7860 | 0.005 | - | - | - | - | - |
| 2.4984 | 7870 | 0.0243 | - | - | - | - | - |
| 2.5016 | 7880 | 0.0 | - | - | - | - | - |
| 2.5048 | 7890 | 0.0 | - | - | - | - | - |
| 2.5079 | 7900 | 0.0001 | - | - | - | - | - |
| 2.5111 | 7910 | 0.0006 | - | - | - | - | - |
| 2.5143 | 7920 | 0.0002 | - | - | - | - | - |
| 2.5175 | 7930 | 0.0019 | - | - | - | - | - |
| 2.5206 | 7940 | 0.0014 | - | - | - | - | - |
| 2.5238 | 7950 | 0.0001 | - | - | - | - | - |
| 2.5270 | 7960 | 0.0043 | - | - | - | - | - |
| 2.5302 | 7970 | 0.0002 | - | - | - | - | - |
| 2.5333 | 7980 | 0.0 | - | - | - | - | - |
| 2.5365 | 7990 | 0.0044 | - | - | - | - | - |
| 2.5397 | 8000 | 0.001 | - | - | - | - | - |
| 2.5429 | 8010 | 0.0155 | - | - | - | - | - |
| 2.5460 | 8020 | 0.0011 | - | - | - | - | - |
| 2.5492 | 8030 | 0.002 | - | - | - | - | - |
| 2.5524 | 8040 | 0.0 | - | - | - | - | - |
| 2.5556 | 8050 | 0.0048 | - | - | - | - | - |
| 2.5587 | 8060 | 0.0043 | - | - | - | - | - |
| 2.5619 | 8070 | 0.0 | - | - | - | - | - |
| 2.5651 | 8080 | 0.0001 | - | - | - | - | - |
| 2.5683 | 8090 | 0.001 | - | - | - | - | - |
| 2.5714 | 8100 | 0.0004 | - | - | - | - | - |
| 2.5746 | 8110 | 0.0002 | - | - | - | - | - |
| 2.5778 | 8120 | 0.0002 | - | - | - | - | - |
| 2.5810 | 8130 | 0.1305 | - | - | - | - | - |
| 2.5841 | 8140 | 0.0001 | - | - | - | - | - |
| 2.5873 | 8150 | 0.0 | - | - | - | - | - |
| 2.5905 | 8160 | 0.0018 | - | - | - | - | - |
| 2.5937 | 8170 | 0.002 | - | - | - | - | - |
| 2.5968 | 8180 | 0.0001 | - | - | - | - | - |
| 2.6 | 8190 | 0.0007 | - | - | - | - | - |
| 2.6032 | 8200 | 0.0002 | - | - | - | - | - |
| 2.6063 | 8210 | 0.0004 | - | - | - | - | - |
| 2.6095 | 8220 | 0.0005 | - | - | - | - | - |
| 2.6127 | 8230 | 0.0 | - | - | - | - | - |
| 2.6159 | 8240 | 0.0001 | - | - | - | - | - |
| 2.6190 | 8250 | 0.0257 | - | - | - | - | - |
| 2.6222 | 8260 | 0.0001 | - | - | - | - | - |
| 2.6254 | 8270 | 0.0 | - | - | - | - | - |
| 2.6286 | 8280 | 0.0001 | - | - | - | - | - |
| 2.6317 | 8290 | 0.0001 | - | - | - | - | - |
| 2.6349 | 8300 | 0.0009 | - | - | - | - | - |
| 2.6381 | 8310 | 0.0013 | - | - | - | - | - |
| 2.6413 | 8320 | 0.0001 | - | - | - | - | - |
| 2.6444 | 8330 | 0.0 | - | - | - | - | - |
| 2.6476 | 8340 | 0.0 | - | - | - | - | - |
| 2.6508 | 8350 | 0.0 | - | - | - | - | - |
| 2.6540 | 8360 | 0.0003 | - | - | - | - | - |
| 2.6571 | 8370 | 0.0001 | - | - | - | - | - |
| 2.6603 | 8380 | 0.0013 | - | - | - | - | - |
| 2.6635 | 8390 | 0.0001 | - | - | - | - | - |
| 2.6667 | 8400 | 0.0 | - | - | - | - | - |
| 2.6698 | 8410 | 0.0073 | - | - | - | - | - |
| 2.6730 | 8420 | 0.0001 | - | - | - | - | - |
| 2.6762 | 8430 | 0.0003 | - | - | - | - | - |
| 2.6794 | 8440 | 0.0006 | - | - | - | - | - |
| 2.6825 | 8450 | 0.0002 | - | - | - | - | - |
| 2.6857 | 8460 | 0.0004 | - | - | - | - | - |
| 2.6889 | 8470 | 0.0369 | - | - | - | - | - |
| 2.6921 | 8480 | 0.001 | - | - | - | - | - |
| 2.6952 | 8490 | 0.0002 | - | - | - | - | - |
| 2.6984 | 8500 | 0.0 | - | - | - | - | - |
| 2.7016 | 8510 | 0.002 | - | - | - | - | - |
| 2.7048 | 8520 | 0.002 | - | - | - | - | - |
| 2.7079 | 8530 | 0.0025 | - | - | - | - | - |
| 2.7111 | 8540 | 0.0 | - | - | - | - | - |
| 2.7143 | 8550 | 0.0014 | - | - | - | - | - |
| 2.7175 | 8560 | 0.0 | - | - | - | - | - |
| 2.7206 | 8570 | 0.0001 | - | - | - | - | - |
| 2.7238 | 8580 | 0.0007 | - | - | - | - | - |
| 2.7270 | 8590 | 0.0001 | - | - | - | - | - |
| 2.7302 | 8600 | 0.0003 | - | - | - | - | - |
| 2.7333 | 8610 | 0.0007 | - | - | - | - | - |
| 2.7365 | 8620 | 0.0 | - | - | - | - | - |
| 2.7397 | 8630 | 0.0011 | - | - | - | - | - |
| 2.7429 | 8640 | 0.0 | - | - | - | - | - |
| 2.7460 | 8650 | 0.0002 | - | - | - | - | - |
| 2.7492 | 8660 | 0.0115 | - | - | - | - | - |
| 2.7524 | 8670 | 0.0003 | - | - | - | - | - |
| 2.7556 | 8680 | 0.0 | - | - | - | - | - |
| 2.7587 | 8690 | 0.0097 | - | - | - | - | - |
| 2.7619 | 8700 | 0.0199 | - | - | - | - | - |
| 2.7651 | 8710 | 0.0832 | - | - | - | - | - |
| 2.7683 | 8720 | 0.0007 | - | - | - | - | - |
| 2.7714 | 8730 | 0.0011 | - | - | - | - | - |
| 2.7746 | 8740 | 0.0001 | - | - | - | - | - |
| 2.7778 | 8750 | 0.0002 | - | - | - | - | - |
| 2.7810 | 8760 | 0.1405 | - | - | - | - | - |
| 2.7841 | 8770 | 0.0002 | - | - | - | - | - |
| 2.7873 | 8780 | 0.0001 | - | - | - | - | - |
| 2.7905 | 8790 | 0.0013 | - | - | - | - | - |
| 2.7937 | 8800 | 0.0001 | - | - | - | - | - |
| 2.7968 | 8810 | 0.0631 | - | - | - | - | - |
| 2.8 | 8820 | 0.0004 | - | - | - | - | - |
| 2.8032 | 8830 | 0.0 | - | - | - | - | - |
| 2.8063 | 8840 | 0.0 | - | - | - | - | - |
| 2.8095 | 8850 | 0.0 | - | - | - | - | - |
| 2.8127 | 8860 | 0.0 | - | - | - | - | - |
| 2.8159 | 8870 | 0.0012 | - | - | - | - | - |
| 2.8190 | 8880 | 0.0 | - | - | - | - | - |
| 2.8222 | 8890 | 0.0002 | - | - | - | - | - |
| 2.8254 | 8900 | 0.0069 | - | - | - | - | - |
| 2.8286 | 8910 | 0.0132 | - | - | - | - | - |
| 2.8317 | 8920 | 0.0001 | - | - | - | - | - |
| 2.8349 | 8930 | 0.0005 | - | - | - | - | - |
| 2.8381 | 8940 | 0.0019 | - | - | - | - | - |
| 2.8413 | 8950 | 0.0001 | - | - | - | - | - |
| 2.8444 | 8960 | 0.001 | - | - | - | - | - |
| 2.8476 | 8970 | 0.0 | - | - | - | - | - |
| 2.8508 | 8980 | 0.0 | - | - | - | - | - |
| 2.8540 | 8990 | 0.0009 | - | - | - | - | - |
| 2.8571 | 9000 | 0.0049 | - | - | - | - | - |
| 2.8603 | 9010 | 0.0018 | - | - | - | - | - |
| 2.8635 | 9020 | 0.0 | - | - | - | - | - |
| 2.8667 | 9030 | 0.0002 | - | - | - | - | - |
| 2.8698 | 9040 | 0.0006 | - | - | - | - | - |
| 2.8730 | 9050 | 0.0012 | - | - | - | - | - |
| 2.8762 | 9060 | 0.1402 | - | - | - | - | - |
| 2.8794 | 9070 | 0.0005 | - | - | - | - | - |
| 2.8825 | 9080 | 0.0001 | - | - | - | - | - |
| 2.8857 | 9090 | 0.0 | - | - | - | - | - |
| 2.8889 | 9100 | 0.0001 | - | - | - | - | - |
| 2.8921 | 9110 | 0.0035 | - | - | - | - | - |
| 2.8952 | 9120 | 0.0001 | - | - | - | - | - |
| 2.8984 | 9130 | 0.0141 | - | - | - | - | - |
| 2.9016 | 9140 | 0.0456 | - | - | - | - | - |
| 2.9048 | 9150 | 0.0001 | - | - | - | - | - |
| 2.9079 | 9160 | 0.0 | - | - | - | - | - |
| 2.9111 | 9170 | 0.0001 | - | - | - | - | - |
| 2.9143 | 9180 | 0.0001 | - | - | - | - | - |
| 2.9175 | 9190 | 0.0 | - | - | - | - | - |
| 2.9206 | 9200 | 0.0 | - | - | - | - | - |
| 2.9238 | 9210 | 0.0007 | - | - | - | - | - |
| 2.9270 | 9220 | 0.0002 | - | - | - | - | - |
| 2.9302 | 9230 | 0.0 | - | - | - | - | - |
| 2.9333 | 9240 | 0.0001 | - | - | - | - | - |
| 2.9365 | 9250 | 0.0006 | - | - | - | - | - |
| 2.9397 | 9260 | 0.0005 | - | - | - | - | - |
| 2.9429 | 9270 | 0.0 | - | - | - | - | - |
| 2.9460 | 9280 | 0.0001 | - | - | - | - | - |
| 2.9492 | 9290 | 0.0 | - | - | - | - | - |
| 2.9524 | 9300 | 0.0002 | - | - | - | - | - |
| 2.9556 | 9310 | 0.0 | - | - | - | - | - |
| 2.9587 | 9320 | 0.0004 | - | - | - | - | - |
| 2.9619 | 9330 | 0.0002 | - | - | - | - | - |
| 2.9651 | 9340 | 0.0006 | - | - | - | - | - |
| 2.9683 | 9350 | 0.0 | - | - | - | - | - |
| 2.9714 | 9360 | 0.0001 | - | - | - | - | - |
| 2.9746 | 9370 | 0.0012 | - | - | - | - | - |
| 2.9778 | 9380 | 0.009 | - | - | - | - | - |
| 2.9810 | 9390 | 0.0 | - | - | - | - | - |
| 2.9841 | 9400 | 0.02 | - | - | - | - | - |
| 2.9873 | 9410 | 0.0001 | - | - | - | - | - |
| 2.9905 | 9420 | 0.0003 | - | - | - | - | - |
| 2.9937 | 9430 | 0.0 | - | - | - | - | - |
| 2.9968 | 9440 | 0.0006 | - | - | - | - | - |
| **3.0** | **9450** | **0.0001** | **0.7783** | **0.7725** | **0.7705** | **0.7601** | **0.7515** |
| 3.0032 | 9460 | 0.0 | - | - | - | - | - |
| 3.0063 | 9470 | 0.0 | - | - | - | - | - |
| 3.0095 | 9480 | 0.0 | - | - | - | - | - |
| 3.0127 | 9490 | 0.0 | - | - | - | - | - |
| 3.0159 | 9500 | 0.0 | - | - | - | - | - |
| 3.0190 | 9510 | 0.0017 | - | - | - | - | - |
| 3.0222 | 9520 | 0.0018 | - | - | - | - | - |
| 3.0254 | 9530 | 0.0001 | - | - | - | - | - |
| 3.0286 | 9540 | 0.0001 | - | - | - | - | - |
| 3.0317 | 9550 | 0.0088 | - | - | - | - | - |
| 3.0349 | 9560 | 0.0 | - | - | - | - | - |
| 3.0381 | 9570 | 0.0 | - | - | - | - | - |
| 3.0413 | 9580 | 0.0002 | - | - | - | - | - |
| 3.0444 | 9590 | 0.0001 | - | - | - | - | - |
| 3.0476 | 9600 | 0.0001 | - | - | - | - | - |
| 3.0508 | 9610 | 0.0001 | - | - | - | - | - |
| 3.0540 | 9620 | 0.509 | - | - | - | - | - |
| 3.0571 | 9630 | 0.0 | - | - | - | - | - |
| 3.0603 | 9640 | 0.0 | - | - | - | - | - |
| 3.0635 | 9650 | 0.0003 | - | - | - | - | - |
| 3.0667 | 9660 | 0.0 | - | - | - | - | - |
| 3.0698 | 9670 | 0.0 | - | - | - | - | - |
| 3.0730 | 9680 | 0.0 | - | - | - | - | - |
| 3.0762 | 9690 | 0.0028 | - | - | - | - | - |
| 3.0794 | 9700 | 0.0015 | - | - | - | - | - |
| 3.0825 | 9710 | 0.2634 | - | - | - | - | - |
| 3.0857 | 9720 | 0.007 | - | - | - | - | - |
| 3.0889 | 9730 | 0.0002 | - | - | - | - | - |
| 3.0921 | 9740 | 0.0001 | - | - | - | - | - |
| 3.0952 | 9750 | 0.0001 | - | - | - | - | - |
| 3.0984 | 9760 | 0.0 | - | - | - | - | - |
| 3.1016 | 9770 | 0.0001 | - | - | - | - | - |
| 3.1048 | 9780 | 0.0065 | - | - | - | - | - |
| 3.1079 | 9790 | 0.0001 | - | - | - | - | - |
| 3.1111 | 9800 | 0.0 | - | - | - | - | - |
| 3.1143 | 9810 | 0.0001 | - | - | - | - | - |
| 3.1175 | 9820 | 0.0001 | - | - | - | - | - |
| 3.1206 | 9830 | 0.0002 | - | - | - | - | - |
| 3.1238 | 9840 | 0.0 | - | - | - | - | - |
| 3.1270 | 9850 | 0.0001 | - | - | - | - | - |
| 3.1302 | 9860 | 0.0 | - | - | - | - | - |
| 3.1333 | 9870 | 0.0008 | - | - | - | - | - |
| 3.1365 | 9880 | 0.0002 | - | - | - | - | - |
| 3.1397 | 9890 | 0.0 | - | - | - | - | - |
| 3.1429 | 9900 | 0.0001 | - | - | - | - | - |
| 3.1460 | 9910 | 0.0001 | - | - | - | - | - |
| 3.1492 | 9920 | 0.0002 | - | - | - | - | - |
| 3.1524 | 9930 | 0.0 | - | - | - | - | - |
| 3.1556 | 9940 | 0.0005 | - | - | - | - | - |
| 3.1587 | 9950 | 0.0 | - | - | - | - | - |
| 3.1619 | 9960 | 0.0001 | - | - | - | - | - |
| 3.1651 | 9970 | 0.0 | - | - | - | - | - |
| 3.1683 | 9980 | 0.0 | - | - | - | - | - |
| 3.1714 | 9990 | 0.0005 | - | - | - | - | - |
| 3.1746 | 10000 | 0.0009 | - | - | - | - | - |
| 3.1778 | 10010 | 0.0001 | - | - | - | - | - |
| 3.1810 | 10020 | 0.0013 | - | - | - | - | - |
| 3.1841 | 10030 | 0.0002 | - | - | - | - | - |
| 3.1873 | 10040 | 0.0001 | - | - | - | - | - |
| 3.1905 | 10050 | 0.0002 | - | - | - | - | - |
| 3.1937 | 10060 | 0.0016 | - | - | - | - | - |
| 3.1968 | 10070 | 0.0 | - | - | - | - | - |
| 3.2 | 10080 | 0.0001 | - | - | - | - | - |
| 3.2032 | 10090 | 0.0 | - | - | - | - | - |
| 3.2063 | 10100 | 0.0021 | - | - | - | - | - |
| 3.2095 | 10110 | 0.0005 | - | - | - | - | - |
| 3.2127 | 10120 | 0.0323 | - | - | - | - | - |
| 3.2159 | 10130 | 0.0011 | - | - | - | - | - |
| 3.2190 | 10140 | 0.0005 | - | - | - | - | - |
| 3.2222 | 10150 | 0.0001 | - | - | - | - | - |
| 3.2254 | 10160 | 0.0001 | - | - | - | - | - |
| 3.2286 | 10170 | 0.0002 | - | - | - | - | - |
| 3.2317 | 10180 | 0.0013 | - | - | - | - | - |
| 3.2349 | 10190 | 0.0002 | - | - | - | - | - |
| 3.2381 | 10200 | 0.0003 | - | - | - | - | - |
| 3.2413 | 10210 | 0.0 | - | - | - | - | - |
| 3.2444 | 10220 | 0.0004 | - | - | - | - | - |
| 3.2476 | 10230 | 0.0001 | - | - | - | - | - |
| 3.2508 | 10240 | 0.1051 | - | - | - | - | - |
| 3.2540 | 10250 | 0.0003 | - | - | - | - | - |
| 3.2571 | 10260 | 0.0 | - | - | - | - | - |
| 3.2603 | 10270 | 0.0005 | - | - | - | - | - |
| 3.2635 | 10280 | 0.0065 | - | - | - | - | - |
| 3.2667 | 10290 | 0.0001 | - | - | - | - | - |
| 3.2698 | 10300 | 0.0004 | - | - | - | - | - |
| 3.2730 | 10310 | 0.0001 | - | - | - | - | - |
| 3.2762 | 10320 | 0.0009 | - | - | - | - | - |
| 3.2794 | 10330 | 0.0 | - | - | - | - | - |
| 3.2825 | 10340 | 0.0 | - | - | - | - | - |
| 3.2857 | 10350 | 0.0 | - | - | - | - | - |
| 3.2889 | 10360 | 0.0 | - | - | - | - | - |
| 3.2921 | 10370 | 0.0 | - | - | - | - | - |
| 3.2952 | 10380 | 0.003 | - | - | - | - | - |
| 3.2984 | 10390 | 0.0668 | - | - | - | - | - |
| 3.3016 | 10400 | 0.0 | - | - | - | - | - |
| 3.3048 | 10410 | 0.0002 | - | - | - | - | - |
| 3.3079 | 10420 | 0.0 | - | - | - | - | - |
| 3.3111 | 10430 | 0.0 | - | - | - | - | - |
| 3.3143 | 10440 | 0.0014 | - | - | - | - | - |
| 3.3175 | 10450 | 0.0 | - | - | - | - | - |
| 3.3206 | 10460 | 0.0 | - | - | - | - | - |
| 3.3238 | 10470 | 0.0 | - | - | - | - | - |
| 3.3270 | 10480 | 0.0003 | - | - | - | - | - |
| 3.3302 | 10490 | 0.0001 | - | - | - | - | - |
| 3.3333 | 10500 | 0.0 | - | - | - | - | - |
| 3.3365 | 10510 | 0.0001 | - | - | - | - | - |
| 3.3397 | 10520 | 0.0011 | - | - | - | - | - |
| 3.3429 | 10530 | 0.0039 | - | - | - | - | - |
| 3.3460 | 10540 | 0.0003 | - | - | - | - | - |
| 3.3492 | 10550 | 0.0 | - | - | - | - | - |
| 3.3524 | 10560 | 0.2692 | - | - | - | - | - |
| 3.3556 | 10570 | 0.0007 | - | - | - | - | - |
| 3.3587 | 10580 | 0.0001 | - | - | - | - | - |
| 3.3619 | 10590 | 0.0008 | - | - | - | - | - |
| 3.3651 | 10600 | 0.0002 | - | - | - | - | - |
| 3.3683 | 10610 | 0.0 | - | - | - | - | - |
| 3.3714 | 10620 | 0.0004 | - | - | - | - | - |
| 3.3746 | 10630 | 0.0 | - | - | - | - | - |
| 3.3778 | 10640 | 0.0001 | - | - | - | - | - |
| 3.3810 | 10650 | 0.0001 | - | - | - | - | - |
| 3.3841 | 10660 | 0.0163 | - | - | - | - | - |
| 3.3873 | 10670 | 0.0097 | - | - | - | - | - |
| 3.3905 | 10680 | 0.0003 | - | - | - | - | - |
| 3.3937 | 10690 | 0.0 | - | - | - | - | - |
| 3.3968 | 10700 | 0.0003 | - | - | - | - | - |
| 3.4 | 10710 | 0.0311 | - | - | - | - | - |
| 3.4032 | 10720 | 0.3813 | - | - | - | - | - |
| 3.4063 | 10730 | 0.0001 | - | - | - | - | - |
| 3.4095 | 10740 | 0.0001 | - | - | - | - | - |
| 3.4127 | 10750 | 0.0001 | - | - | - | - | - |
| 3.4159 | 10760 | 0.0 | - | - | - | - | - |
| 3.4190 | 10770 | 0.0129 | - | - | - | - | - |
| 3.4222 | 10780 | 0.0 | - | - | - | - | - |
| 3.4254 | 10790 | 0.0 | - | - | - | - | - |
| 3.4286 | 10800 | 0.0008 | - | - | - | - | - |
| 3.4317 | 10810 | 0.0001 | - | - | - | - | - |
| 3.4349 | 10820 | 0.0005 | - | - | - | - | - |
| 3.4381 | 10830 | 0.0001 | - | - | - | - | - |
| 3.4413 | 10840 | 0.0029 | - | - | - | - | - |
| 3.4444 | 10850 | 0.0 | - | - | - | - | - |
| 3.4476 | 10860 | 0.002 | - | - | - | - | - |
| 3.4508 | 10870 | 0.0016 | - | - | - | - | - |
| 3.4540 | 10880 | 0.0015 | - | - | - | - | - |
| 3.4571 | 10890 | 0.0 | - | - | - | - | - |
| 3.4603 | 10900 | 0.0001 | - | - | - | - | - |
| 3.4635 | 10910 | 0.0004 | - | - | - | - | - |
| 3.4667 | 10920 | 0.0 | - | - | - | - | - |
| 3.4698 | 10930 | 0.0081 | - | - | - | - | - |
| 3.4730 | 10940 | 0.0 | - | - | - | - | - |
| 3.4762 | 10950 | 0.0001 | - | - | - | - | - |
| 3.4794 | 10960 | 0.0 | - | - | - | - | - |
| 3.4825 | 10970 | 0.0001 | - | - | - | - | - |
| 3.4857 | 10980 | 0.0 | - | - | - | - | - |
| 3.4889 | 10990 | 0.0002 | - | - | - | - | - |
| 3.4921 | 11000 | 0.0001 | - | - | - | - | - |
| 3.4952 | 11010 | 0.0 | - | - | - | - | - |
| 3.4984 | 11020 | 0.0003 | - | - | - | - | - |
| 3.5016 | 11030 | 0.0015 | - | - | - | - | - |
| 3.5048 | 11040 | 0.0766 | - | - | - | - | - |
| 3.5079 | 11050 | 0.0001 | - | - | - | - | - |
| 3.5111 | 11060 | 0.0001 | - | - | - | - | - |
| 3.5143 | 11070 | 0.0001 | - | - | - | - | - |
| 3.5175 | 11080 | 0.0 | - | - | - | - | - |
| 3.5206 | 11090 | 0.0 | - | - | - | - | - |
| 3.5238 | 11100 | 0.0 | - | - | - | - | - |
| 3.5270 | 11110 | 0.0001 | - | - | - | - | - |
| 3.5302 | 11120 | 0.0621 | - | - | - | - | - |
| 3.5333 | 11130 | 0.0065 | - | - | - | - | - |
| 3.5365 | 11140 | 0.0001 | - | - | - | - | - |
| 3.5397 | 11150 | 0.0002 | - | - | - | - | - |
| 3.5429 | 11160 | 0.0016 | - | - | - | - | - |
| 3.5460 | 11170 | 0.0009 | - | - | - | - | - |
| 3.5492 | 11180 | 0.0008 | - | - | - | - | - |
| 3.5524 | 11190 | 0.0063 | - | - | - | - | - |
| 3.5556 | 11200 | 0.0001 | - | - | - | - | - |
| 3.5587 | 11210 | 0.0 | - | - | - | - | - |
| 3.5619 | 11220 | 0.0002 | - | - | - | - | - |
| 3.5651 | 11230 | 0.0001 | - | - | - | - | - |
| 3.5683 | 11240 | 0.0001 | - | - | - | - | - |
| 3.5714 | 11250 | 0.0001 | - | - | - | - | - |
| 3.5746 | 11260 | 0.0003 | - | - | - | - | - |
| 3.5778 | 11270 | 0.0002 | - | - | - | - | - |
| 3.5810 | 11280 | 0.0001 | - | - | - | - | - |
| 3.5841 | 11290 | 0.0 | - | - | - | - | - |
| 3.5873 | 11300 | 0.0044 | - | - | - | - | - |
| 3.5905 | 11310 | 0.0003 | - | - | - | - | - |
| 3.5937 | 11320 | 0.0001 | - | - | - | - | - |
| 3.5968 | 11330 | 0.0012 | - | - | - | - | - |
| 3.6 | 11340 | 0.0097 | - | - | - | - | - |
| 3.6032 | 11350 | 0.0 | - | - | - | - | - |
| 3.6063 | 11360 | 0.0 | - | - | - | - | - |
| 3.6095 | 11370 | 0.0154 | - | - | - | - | - |
| 3.6127 | 11380 | 0.0002 | - | - | - | - | - |
| 3.6159 | 11390 | 0.0001 | - | - | - | - | - |
| 3.6190 | 11400 | 0.0006 | - | - | - | - | - |
| 3.6222 | 11410 | 0.0001 | - | - | - | - | - |
| 3.6254 | 11420 | 0.0005 | - | - | - | - | - |
| 3.6286 | 11430 | 0.0 | - | - | - | - | - |
| 3.6317 | 11440 | 0.0003 | - | - | - | - | - |
| 3.6349 | 11450 | 0.0003 | - | - | - | - | - |
| 3.6381 | 11460 | 0.0017 | - | - | - | - | - |
| 3.6413 | 11470 | 0.0 | - | - | - | - | - |
| 3.6444 | 11480 | 0.0001 | - | - | - | - | - |
| 3.6476 | 11490 | 0.0 | - | - | - | - | - |
| 3.6508 | 11500 | 0.0029 | - | - | - | - | - |
| 3.6540 | 11510 | 0.0031 | - | - | - | - | - |
| 3.6571 | 11520 | 0.0023 | - | - | - | - | - |
| 3.6603 | 11530 | 0.0001 | - | - | - | - | - |
| 3.6635 | 11540 | 0.0024 | - | - | - | - | - |
| 3.6667 | 11550 | 0.0 | - | - | - | - | - |
| 3.6698 | 11560 | 0.0403 | - | - | - | - | - |
| 3.6730 | 11570 | 0.0 | - | - | - | - | - |
| 3.6762 | 11580 | 0.0 | - | - | - | - | - |
| 3.6794 | 11590 | 0.0005 | - | - | - | - | - |
| 3.6825 | 11600 | 0.0002 | - | - | - | - | - |
| 3.6857 | 11610 | 0.0024 | - | - | - | - | - |
| 3.6889 | 11620 | 0.0 | - | - | - | - | - |
| 3.6921 | 11630 | 0.0011 | - | - | - | - | - |
| 3.6952 | 11640 | 0.0 | - | - | - | - | - |
| 3.6984 | 11650 | 0.0002 | - | - | - | - | - |
| 3.7016 | 11660 | 0.0423 | - | - | - | - | - |
| 3.7048 | 11670 | 0.0 | - | - | - | - | - |
| 3.7079 | 11680 | 0.0 | - | - | - | - | - |
| 3.7111 | 11690 | 0.0003 | - | - | - | - | - |
| 3.7143 | 11700 | 0.0 | - | - | - | - | - |
| 3.7175 | 11710 | 0.0001 | - | - | - | - | - |
| 3.7206 | 11720 | 0.0002 | - | - | - | - | - |
| 3.7238 | 11730 | 0.0015 | - | - | - | - | - |
| 3.7270 | 11740 | 0.0 | - | - | - | - | - |
| 3.7302 | 11750 | 0.0001 | - | - | - | - | - |
| 3.7333 | 11760 | 0.0006 | - | - | - | - | - |
| 3.7365 | 11770 | 0.0004 | - | - | - | - | - |
| 3.7397 | 11780 | 0.0 | - | - | - | - | - |
| 3.7429 | 11790 | 0.0002 | - | - | - | - | - |
| 3.7460 | 11800 | 0.0004 | - | - | - | - | - |
| 3.7492 | 11810 | 0.0029 | - | - | - | - | - |
| 3.7524 | 11820 | 0.0001 | - | - | - | - | - |
| 3.7556 | 11830 | 0.0001 | - | - | - | - | - |
| 3.7587 | 11840 | 0.0 | - | - | - | - | - |
| 3.7619 | 11850 | 0.0005 | - | - | - | - | - |
| 3.7651 | 11860 | 0.0078 | - | - | - | - | - |
| 3.7683 | 11870 | 0.0 | - | - | - | - | - |
| 3.7714 | 11880 | 0.0001 | - | - | - | - | - |
| 3.7746 | 11890 | 0.0003 | - | - | - | - | - |
| 3.7778 | 11900 | 0.0 | - | - | - | - | - |
| 3.7810 | 11910 | 0.0001 | - | - | - | - | - |
| 3.7841 | 11920 | 0.0037 | - | - | - | - | - |
| 3.7873 | 11930 | 0.0 | - | - | - | - | - |
| 3.7905 | 11940 | 0.0 | - | - | - | - | - |
| 3.7937 | 11950 | 0.298 | - | - | - | - | - |
| 3.7968 | 11960 | 0.0 | - | - | - | - | - |
| 3.8 | 11970 | 0.0006 | - | - | - | - | - |
| 3.8032 | 11980 | 0.0003 | - | - | - | - | - |
| 3.8063 | 11990 | 0.0002 | - | - | - | - | - |
| 3.8095 | 12000 | 0.0001 | - | - | - | - | - |
| 3.8127 | 12010 | 0.0835 | - | - | - | - | - |
| 3.8159 | 12020 | 0.0054 | - | - | - | - | - |
| 3.8190 | 12030 | 0.0026 | - | - | - | - | - |
| 3.8222 | 12040 | 0.0289 | - | - | - | - | - |
| 3.8254 | 12050 | 0.0004 | - | - | - | - | - |
| 3.8286 | 12060 | 0.0003 | - | - | - | - | - |
| 3.8317 | 12070 | 0.0 | - | - | - | - | - |
| 3.8349 | 12080 | 0.0002 | - | - | - | - | - |
| 3.8381 | 12090 | 0.0002 | - | - | - | - | - |
| 3.8413 | 12100 | 0.0 | - | - | - | - | - |
| 3.8444 | 12110 | 0.0156 | - | - | - | - | - |
| 3.8476 | 12120 | 0.0633 | - | - | - | - | - |
| 3.8508 | 12130 | 0.0 | - | - | - | - | - |
| 3.8540 | 12140 | 0.0 | - | - | - | - | - |
| 3.8571 | 12150 | 0.0 | - | - | - | - | - |
| 3.8603 | 12160 | 0.0006 | - | - | - | - | - |
| 3.8635 | 12170 | 0.0001 | - | - | - | - | - |
| 3.8667 | 12180 | 0.0004 | - | - | - | - | - |
| 3.8698 | 12190 | 0.0003 | - | - | - | - | - |
| 3.8730 | 12200 | 0.0001 | - | - | - | - | - |
| 3.8762 | 12210 | 0.0 | - | - | - | - | - |
| 3.8794 | 12220 | 0.0001 | - | - | - | - | - |
| 3.8825 | 12230 | 0.0001 | - | - | - | - | - |
| 3.8857 | 12240 | 0.0003 | - | - | - | - | - |
| 3.8889 | 12250 | 0.0 | - | - | - | - | - |
| 3.8921 | 12260 | 0.0001 | - | - | - | - | - |
| 3.8952 | 12270 | 0.1166 | - | - | - | - | - |
| 3.8984 | 12280 | 0.3643 | - | - | - | - | - |
| 3.9016 | 12290 | 0.0004 | - | - | - | - | - |
| 3.9048 | 12300 | 0.0001 | - | - | - | - | - |
| 3.9079 | 12310 | 0.0095 | - | - | - | - | - |
| 3.9111 | 12320 | 0.0003 | - | - | - | - | - |
| 3.9143 | 12330 | 0.0003 | - | - | - | - | - |
| 3.9175 | 12340 | 0.0174 | - | - | - | - | - |
| 3.9206 | 12350 | 0.0 | - | - | - | - | - |
| 3.9238 | 12360 | 0.0 | - | - | - | - | - |
| 3.9270 | 12370 | 0.0003 | - | - | - | - | - |
| 3.9302 | 12380 | 0.0 | - | - | - | - | - |
| 3.9333 | 12390 | 0.0001 | - | - | - | - | - |
| 3.9365 | 12400 | 0.0 | - | - | - | - | - |
| 3.9397 | 12410 | 0.0 | - | - | - | - | - |
| 3.9429 | 12420 | 0.0 | - | - | - | - | - |
| 3.9460 | 12430 | 0.0001 | - | - | - | - | - |
| 3.9492 | 12440 | 0.0001 | - | - | - | - | - |
| 3.9524 | 12450 | 0.0 | - | - | - | - | - |
| 3.9556 | 12460 | 0.0 | - | - | - | - | - |
| 3.9587 | 12470 | 0.0005 | - | - | - | - | - |
| 3.9619 | 12480 | 0.0001 | - | - | - | - | - |
| 3.9651 | 12490 | 0.0061 | - | - | - | - | - |
| 3.9683 | 12500 | 0.0006 | - | - | - | - | - |
| 3.9714 | 12510 | 0.0 | - | - | - | - | - |
| 3.9746 | 12520 | 0.0005 | - | - | - | - | - |
| 3.9778 | 12530 | 0.0001 | - | - | - | - | - |
| 3.9810 | 12540 | 0.001 | - | - | - | - | - |
| 3.9841 | 12550 | 0.0051 | - | - | - | - | - |
| 3.9873 | 12560 | 0.0002 | - | - | - | - | - |
| 3.9905 | 12570 | 0.0005 | - | - | - | - | - |
| 3.9937 | 12580 | 0.0 | - | - | - | - | - |
| 3.9968 | 12590 | 0.001 | - | - | - | - | - |
| 4.0 | 12600 | 0.0002 | 0.7771 | 0.7739 | 0.7749 | 0.7568 | 0.7484 |
* The bold row denotes the saved checkpoint.