---
library_name: setfit
tags:
- setfit
- absa
- sentence-transformers
- text-classification
- generated_from_setfit_trainer
metrics:
- accuracy
widget:
- text: Paru:Warung Sunda murah meriah dan makanannya enak. Favorit selada air krispi
dan ayam bakar. Bakwan dan perkedelnya juga enak. Paru gorengnya lembut. Tak lengkap
kalau kebandung. Kalau tidak makan siang disini
- text: Peanut Butter:View Hijau bikin adem... Menu Rosti nya enak2... Dessert Favorite
Pistachio & Peanut Butter 👍👍
- text: varian:Restoran pancake ter unik , harus coba ada varian manis dan asin ,
pelayanan bagus, suasananya juga nyaman.
- text: Tempat:Tempat bagus cozy, walau di bagian outdoor sedikit banyak serangga
beterbangan dan tangga yg sedikit bahaya untuk orang dewasa karena curam
- text: pelayanan:Restoran pancake ter unik , harus coba ada varian manis dan asin
, pelayanan bagus, suasananya juga nyaman.
pipeline_tag: text-classification
inference: false
---
# SetFit Aspect Model
This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Aspect Based Sentiment Analysis (ABSA). A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification. In particular, this model is in charge of filtering aspect span candidates.
The model has been trained using an efficient few-shot learning technique that involves:
1. Fine-tuning a [Sentence Transformer](https://www.sbert.net) with contrastive learning.
2. Training a classification head with features from the fine-tuned Sentence Transformer.
This model was trained within the context of a larger system for ABSA, which looks like so:
1. Use a spaCy model to select possible aspect span candidates.
2. **Use this SetFit model to filter these possible aspect span candidates.**
3. Use a SetFit model to classify the filtered aspect span candidates.
## Model Details
### Model Description
- **Model Type:** SetFit
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
- **spaCy Model:** id_core_news_trf
- **SetFitABSA Aspect Model:** [pahri/setfit-indo-restomix-aspect](https://huggingface.co/pahri/setfit-indo-restomix-aspect)
- **SetFitABSA Polarity Model:** [pahri/setfit-indo-restomix-polarity](https://huggingface.co/pahri/setfit-indo-restomix-polarity)
- **Maximum Sequence Length:** 512 tokens
- **Number of Classes:** 2 classes
### Model Sources
- **Repository:** [SetFit on GitHub](https://github.com/huggingface/setfit)
- **Paper:** [Efficient Few-Shot Learning Without Prompts](https://arxiv.org/abs/2209.11055)
- **Blogpost:** [SetFit: Efficient Few-Shot Learning Without Prompts](https://huggingface.co/blog/setfit)
### Model Labels
| Label | Examples |
|:----------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| aspect | - 'pilihan makanannya:instagramable tempatnya, tp pilihan makanannya terbatas, kalo untuk nongkrong ngemil sih enak tempatnya,tp kl yg mau makan berart krg bnyk variasi menunya'
- 'tempatnya:instagramable tempatnya, tp pilihan makanannya terbatas, kalo untuk nongkrong ngemil sih enak tempatnya,tp kl yg mau makan berart krg bnyk variasi menunya'
- 'Harganya:Harganya juga masih terjangkau'
|
| no aspect | - 'tempatnya:instagramable tempatnya, tp pilihan makanannya terbatas, kalo untuk nongkrong ngemil sih enak tempatnya,tp kl yg mau makan berart krg bnyk variasi menunya'
- 'nongkrong ngemil:instagramable tempatnya, tp pilihan makanannya terbatas, kalo untuk nongkrong ngemil sih enak tempatnya,tp kl yg mau makan berart krg bnyk variasi menunya'
- 'krg:instagramable tempatnya, tp pilihan makanannya terbatas, kalo untuk nongkrong ngemil sih enak tempatnya,tp kl yg mau makan berart krg bnyk variasi menunya'
|
## Uses
### Direct Use for Inference
First install the SetFit library:
```bash
pip install setfit
```
Then you can load this model and run inference.
```python
from setfit import AbsaModel
# Download from the 🤗 Hub
model = AbsaModel.from_pretrained(
"pahri/setfit-indo-restomix-aspect",
"pahri/setfit-indo-restomix-polarity",
)
# Run inference
preds = model("The food was great, but the venue is just way too busy.")
```
## Training Details
### Training Set Metrics
| Training set | Min | Median | Max |
|:-------------|:----|:--------|:----|
| Word count | 4 | 31.9474 | 93 |
| Label | Training Sample Count |
|:----------|:----------------------|
| no aspect | 900 |
| aspect | 184 |
### Training Hyperparameters
- batch_size: (6, 6)
- num_epochs: (1, 16)
- max_steps: -1
- sampling_strategy: oversampling
- body_learning_rate: (2e-05, 1e-05)
- head_learning_rate: 0.01
- loss: CosineSimilarityLoss
- distance_metric: cosine_distance
- margin: 0.25
- end_to_end: False
- use_amp: True
- warmup_proportion: 0.1
- seed: 42
- eval_max_steps: -1
- load_best_model_at_end: False
### Training Results
| Epoch | Step | Training Loss | Validation Loss |
|:------:|:------:|:-------------:|:---------------:|
| 0.0000 | 1 | 0.6186 | - |
| 0.0004 | 50 | 0.1737 | - |
| 0.0007 | 100 | 0.2856 | - |
| 0.0011 | 150 | 0.4354 | - |
| 0.0014 | 200 | 0.4087 | - |
| 0.0018 | 250 | 0.0981 | - |
| 0.0021 | 300 | 0.4136 | - |
| 0.0025 | 350 | 0.2159 | - |
| 0.0028 | 400 | 0.1172 | - |
| 0.0032 | 450 | 0.3378 | - |
| 0.0036 | 500 | 0.1741 | - |
| 0.0039 | 550 | 0.3959 | - |
| 0.0043 | 600 | 0.3034 | - |
| 0.0046 | 650 | 0.2228 | - |
| 0.0050 | 700 | 0.2763 | - |
| 0.0053 | 750 | 0.2034 | - |
| 0.0057 | 800 | 0.2469 | - |
| 0.0060 | 850 | 0.1686 | - |
| 0.0064 | 900 | 0.1215 | - |
| 0.0067 | 950 | 0.2138 | - |
| 0.0071 | 1000 | 0.341 | - |
| 0.0075 | 1050 | 0.2645 | - |
| 0.0078 | 1100 | 0.2137 | - |
| 0.0082 | 1150 | 0.1974 | - |
| 0.0085 | 1200 | 0.2382 | - |
| 0.0089 | 1250 | 0.1328 | - |
| 0.0092 | 1300 | 0.2413 | - |
| 0.0096 | 1350 | 0.0887 | - |
| 0.0099 | 1400 | 0.3279 | - |
| 0.0103 | 1450 | 0.2244 | - |
| 0.0107 | 1500 | 0.2066 | - |
| 0.0110 | 1550 | 0.083 | - |
| 0.0114 | 1600 | 0.0823 | - |
| 0.0117 | 1650 | 0.2931 | - |
| 0.0121 | 1700 | 0.1027 | - |
| 0.0124 | 1750 | 0.0449 | - |
| 0.0128 | 1800 | 0.1133 | - |
| 0.0131 | 1850 | 0.0129 | - |
| 0.0135 | 1900 | 0.1168 | - |
| 0.0138 | 1950 | 0.19 | - |
| 0.0142 | 2000 | 0.0924 | - |
| 0.0146 | 2050 | 0.0791 | - |
| 0.0149 | 2100 | 0.1975 | - |
| 0.0153 | 2150 | 0.0394 | - |
| 0.0156 | 2200 | 0.175 | - |
| 0.0160 | 2250 | 0.1208 | - |
| 0.0163 | 2300 | 0.3592 | - |
| 0.0167 | 2350 | 0.2459 | - |
| 0.0170 | 2400 | 0.0875 | - |
| 0.0174 | 2450 | 0.1453 | - |
| 0.0178 | 2500 | 0.0165 | - |
| 0.0181 | 2550 | 0.0287 | - |
| 0.0185 | 2600 | 0.1032 | - |
| 0.0188 | 2650 | 0.0013 | - |
| 0.0192 | 2700 | 0.2381 | - |
| 0.0195 | 2750 | 0.2699 | - |
| 0.0199 | 2800 | 0.0176 | - |
| 0.0202 | 2850 | 0.0194 | - |
| 0.0206 | 2900 | 0.2149 | - |
| 0.0209 | 2950 | 0.0158 | - |
| 0.0213 | 3000 | 0.0662 | - |
| 0.0217 | 3050 | 0.2735 | - |
| 0.0220 | 3100 | 0.033 | - |
| 0.0224 | 3150 | 0.0389 | - |
| 0.0227 | 3200 | 0.2099 | - |
| 0.0231 | 3250 | 0.1385 | - |
| 0.0234 | 3300 | 0.0437 | - |
| 0.0238 | 3350 | 0.1676 | - |
| 0.0241 | 3400 | 0.0083 | - |
| 0.0245 | 3450 | 0.0864 | - |
| 0.0249 | 3500 | 0.2832 | - |
| 0.0252 | 3550 | 0.0256 | - |
| 0.0256 | 3600 | 0.0055 | - |
| 0.0259 | 3650 | 0.0016 | - |
| 0.0263 | 3700 | 0.0735 | - |
| 0.0266 | 3750 | 0.0354 | - |
| 0.0270 | 3800 | 0.0013 | - |
| 0.0273 | 3850 | 0.1766 | - |
| 0.0277 | 3900 | 0.1091 | - |
| 0.0280 | 3950 | 0.0615 | - |
| 0.0284 | 4000 | 0.1663 | - |
| 0.0288 | 4050 | 0.0057 | - |
| 0.0291 | 4100 | 0.1452 | - |
| 0.0295 | 4150 | 0.0007 | - |
| 0.0298 | 4200 | 0.0407 | - |
| 0.0302 | 4250 | 0.1546 | - |
| 0.0305 | 4300 | 0.1313 | - |
| 0.0309 | 4350 | 0.0005 | - |
| 0.0312 | 4400 | 0.032 | - |
| 0.0316 | 4450 | 0.1213 | - |
| 0.0320 | 4500 | 0.1415 | - |
| 0.0323 | 4550 | 0.0183 | - |
| 0.0327 | 4600 | 0.0022 | - |
| 0.0330 | 4650 | 0.0135 | - |
| 0.0334 | 4700 | 0.1518 | - |
| 0.0337 | 4750 | 0.0016 | - |
| 0.0341 | 4800 | 0.138 | - |
| 0.0344 | 4850 | 0.0091 | - |
| 0.0348 | 4900 | 0.0102 | - |
| 0.0352 | 4950 | 0.0094 | - |
| 0.0355 | 5000 | 0.1227 | - |
| 0.0359 | 5050 | 0.0066 | - |
| 0.0362 | 5100 | 0.0122 | - |
| 0.0366 | 5150 | 0.1224 | - |
| 0.0369 | 5200 | 0.0003 | - |
| 0.0373 | 5250 | 0.0152 | - |
| 0.0376 | 5300 | 0.0059 | - |
| 0.0380 | 5350 | 0.063 | - |
| 0.0383 | 5400 | 0.1648 | - |
| 0.0387 | 5450 | 0.1677 | - |
| 0.0391 | 5500 | 0.0052 | - |
| 0.0394 | 5550 | 0.0031 | - |
| 0.0398 | 5600 | 0.0146 | - |
| 0.0401 | 5650 | 0.018 | - |
| 0.0405 | 5700 | 0.1606 | - |
| 0.0408 | 5750 | 0.0016 | - |
| 0.0412 | 5800 | 0.1635 | - |
| 0.0415 | 5850 | 0.0017 | - |
| 0.0419 | 5900 | 0.0173 | - |
| 0.0423 | 5950 | 0.026 | - |
| 0.0426 | 6000 | 0.0006 | - |
| 0.0430 | 6050 | 0.0011 | - |
| 0.0433 | 6100 | 0.0037 | - |
| 0.0437 | 6150 | 0.0004 | - |
| 0.0440 | 6200 | 0.0004 | - |
| 0.0444 | 6250 | 0.0019 | - |
| 0.0447 | 6300 | 0.0002 | - |
| 0.0451 | 6350 | 0.0016 | - |
| 0.0454 | 6400 | 0.0006 | - |
| 0.0458 | 6450 | 0.0004 | - |
| 0.0462 | 6500 | 0.1592 | - |
| 0.0465 | 6550 | 0.1627 | - |
| 0.0469 | 6600 | 0.0177 | - |
| 0.0472 | 6650 | 0.0026 | - |
| 0.0476 | 6700 | 0.0051 | - |
| 0.0479 | 6750 | 0.005 | - |
| 0.0483 | 6800 | 0.0072 | - |
| 0.0486 | 6850 | 0.1003 | - |
| 0.0490 | 6900 | 0.0015 | - |
| 0.0494 | 6950 | 0.0044 | - |
| 0.0497 | 7000 | 0.0473 | - |
| 0.0501 | 7050 | 0.1625 | - |
| 0.0504 | 7100 | 0.0224 | - |
| 0.0508 | 7150 | 0.0033 | - |
| 0.0511 | 7200 | 0.0007 | - |
| 0.0515 | 7250 | 0.001 | - |
| 0.0518 | 7300 | 0.0027 | - |
| 0.0522 | 7350 | 0.0097 | - |
| 0.0525 | 7400 | 0.005 | - |
| 0.0529 | 7450 | 0.0001 | - |
| 0.0533 | 7500 | 0.0448 | - |
| 0.0536 | 7550 | 0.002 | - |
| 0.0540 | 7600 | 0.1117 | - |
| 0.0543 | 7650 | 0.0377 | - |
| 0.0547 | 7700 | 0.0026 | - |
| 0.0550 | 7750 | 0.0003 | - |
| 0.0554 | 7800 | 0.0012 | - |
| 0.0557 | 7850 | 0.0003 | - |
| 0.0561 | 7900 | 0.0003 | - |
| 0.0565 | 7950 | 0.0987 | - |
| 0.0568 | 8000 | 0.0122 | - |
| 0.0572 | 8050 | 0.0 | - |
| 0.0575 | 8100 | 0.0001 | - |
| 0.0579 | 8150 | 0.0003 | - |
| 0.0582 | 8200 | 0.0 | - |
| 0.0586 | 8250 | 0.0008 | - |
| 0.0589 | 8300 | 0.2364 | - |
| 0.0593 | 8350 | 0.0008 | - |
| 0.0596 | 8400 | 0.0037 | - |
| 0.0600 | 8450 | 0.0001 | - |
| 0.0604 | 8500 | 0.0047 | - |
| 0.0607 | 8550 | 0.0027 | - |
| 0.0611 | 8600 | 0.0001 | - |
| 0.0614 | 8650 | 0.0002 | - |
| 0.0618 | 8700 | 0.0098 | - |
| 0.0621 | 8750 | 0.1998 | - |
| 0.0625 | 8800 | 0.165 | - |
| 0.0628 | 8850 | 0.0004 | - |
| 0.0632 | 8900 | 0.0691 | - |
| 0.0636 | 8950 | 0.072 | - |
| 0.0639 | 9000 | 0.0005 | - |
| 0.0643 | 9050 | 0.0004 | - |
| 0.0646 | 9100 | 0.0141 | - |
| 0.0650 | 9150 | 0.0003 | - |
| 0.0653 | 9200 | 0.0054 | - |
| 0.0657 | 9250 | 0.027 | - |
| 0.0660 | 9300 | 0.0276 | - |
| 0.0664 | 9350 | 0.0018 | - |
| 0.0667 | 9400 | 0.0155 | - |
| 0.0671 | 9450 | 0.0966 | - |
| 0.0675 | 9500 | 0.0253 | - |
| 0.0678 | 9550 | 0.0003 | - |
| 0.0682 | 9600 | 0.0153 | - |
| 0.0685 | 9650 | 0.0001 | - |
| 0.0689 | 9700 | 0.0006 | - |
| 0.0692 | 9750 | 0.0016 | - |
| 0.0696 | 9800 | 0.0162 | - |
| 0.0699 | 9850 | 0.2637 | - |
| 0.0703 | 9900 | 0.0406 | - |
| 0.0707 | 9950 | 0.1064 | - |
| 0.0710 | 10000 | 0.0786 | - |
| 0.0714 | 10050 | 0.0639 | - |
| 0.0717 | 10100 | 0.3107 | - |
| 0.0721 | 10150 | 0.0029 | - |
| 0.0724 | 10200 | 0.0352 | - |
| 0.0728 | 10250 | 0.0001 | - |
| 0.0731 | 10300 | 0.0024 | - |
| 0.0735 | 10350 | 0.0 | - |
| 0.0739 | 10400 | 0.0002 | - |
| 0.0742 | 10450 | 0.0001 | - |
| 0.0746 | 10500 | 0.253 | - |
| 0.0749 | 10550 | 0.0003 | - |
| 0.0753 | 10600 | 0.0007 | - |
| 0.0756 | 10650 | 0.0037 | - |
| 0.0760 | 10700 | 0.0004 | - |
| 0.0763 | 10750 | 0.0 | - |
| 0.0767 | 10800 | 0.1233 | - |
| 0.0770 | 10850 | 0.1646 | - |
| 0.0774 | 10900 | 0.0066 | - |
| 0.0778 | 10950 | 0.0038 | - |
| 0.0781 | 11000 | 0.1662 | - |
| 0.0785 | 11050 | 0.0031 | - |
| 0.0788 | 11100 | 0.1236 | - |
| 0.0792 | 11150 | 0.0039 | - |
| 0.0795 | 11200 | 0.2236 | - |
| 0.0799 | 11250 | 0.0094 | - |
| 0.0802 | 11300 | 0.0024 | - |
| 0.0806 | 11350 | 0.0172 | - |
| 0.0810 | 11400 | 0.0003 | - |
| 0.0813 | 11450 | 0.0033 | - |
| 0.0817 | 11500 | 0.0983 | - |
| 0.0820 | 11550 | 0.0 | - |
| 0.0824 | 11600 | 0.0004 | - |
| 0.0827 | 11650 | 0.0741 | - |
| 0.0831 | 11700 | 0.0004 | - |
| 0.0834 | 11750 | 0.0005 | - |
| 0.0838 | 11800 | 0.0006 | - |
| 0.0841 | 11850 | 0.0128 | - |
| 0.0845 | 11900 | 0.1668 | - |
| 0.0849 | 11950 | 0.0648 | - |
| 0.0852 | 12000 | 0.1062 | - |
| 0.0856 | 12050 | 0.0005 | - |
| 0.0859 | 12100 | 0.0018 | - |
| 0.0863 | 12150 | 0.1658 | - |
| 0.0866 | 12200 | 0.0 | - |
| 0.0870 | 12250 | 0.0026 | - |
| 0.0873 | 12300 | 0.1674 | - |
| 0.0877 | 12350 | 0.0002 | - |
| 0.0881 | 12400 | 0.0045 | - |
| 0.0884 | 12450 | 0.0002 | - |
| 0.0888 | 12500 | 0.1506 | - |
| 0.0891 | 12550 | 0.0001 | - |
| 0.0895 | 12600 | 0.1044 | - |
| 0.0898 | 12650 | 0.0 | - |
| 0.0902 | 12700 | 0.0425 | - |
| 0.0905 | 12750 | 0.0 | - |
| 0.0909 | 12800 | 0.0009 | - |
| 0.0912 | 12850 | 0.0056 | - |
| 0.0916 | 12900 | 0.0005 | - |
| 0.0920 | 12950 | 0.0012 | - |
| 0.0923 | 13000 | 0.0836 | - |
| 0.0927 | 13050 | 0.0003 | - |
| 0.0930 | 13100 | 0.0361 | - |
| 0.0934 | 13150 | 0.0137 | - |
| 0.0937 | 13200 | 0.0 | - |
| 0.0941 | 13250 | 0.0001 | - |
| 0.0944 | 13300 | 0.0583 | - |
| 0.0948 | 13350 | 0.0002 | - |
| 0.0952 | 13400 | 0.1057 | - |
| 0.0955 | 13450 | 0.155 | - |
| 0.0959 | 13500 | 0.1063 | - |
| 0.0962 | 13550 | 0.0247 | - |
| 0.0966 | 13600 | 0.0507 | - |
| 0.0969 | 13650 | 0.0017 | - |
| 0.0973 | 13700 | 0.0001 | - |
| 0.0976 | 13750 | 0.0007 | - |
| 0.0980 | 13800 | 0.0272 | - |
| 0.0983 | 13850 | 0.0016 | - |
| 0.0987 | 13900 | 0.0006 | - |
| 0.0991 | 13950 | 0.0175 | - |
| 0.0994 | 14000 | 0.0001 | - |
| 0.0998 | 14050 | 0.0002 | - |
| 0.1001 | 14100 | 0.002 | - |
| 0.1005 | 14150 | 0.1704 | - |
| 0.1008 | 14200 | 0.0 | - |
| 0.1012 | 14250 | 0.1327 | - |
| 0.1015 | 14300 | 0.0 | - |
| 0.1019 | 14350 | 0.159 | - |
| 0.1023 | 14400 | 0.0001 | - |
| 0.1026 | 14450 | 0.0102 | - |
| 0.1030 | 14500 | 0.0012 | - |
| 0.1033 | 14550 | 0.0001 | - |
| 0.1037 | 14600 | 0.0024 | - |
| 0.1040 | 14650 | 0.0746 | - |
| 0.1044 | 14700 | 0.0052 | - |
| 0.1047 | 14750 | 0.011 | - |
| 0.1051 | 14800 | 0.0077 | - |
| 0.1055 | 14850 | 0.0089 | - |
| 0.1058 | 14900 | 0.0018 | - |
| 0.1062 | 14950 | 0.0 | - |
| 0.1065 | 15000 | 0.0138 | - |
| 0.1069 | 15050 | 0.0001 | - |
| 0.1072 | 15100 | 0.0028 | - |
| 0.1076 | 15150 | 0.0741 | - |
| 0.1079 | 15200 | 0.1392 | - |
| 0.1083 | 15250 | 0.0244 | - |
| 0.1086 | 15300 | 0.1648 | - |
| 0.1090 | 15350 | 0.0002 | - |
| 0.1094 | 15400 | 0.0001 | - |
| 0.1097 | 15450 | 0.0019 | - |
| 0.1101 | 15500 | 0.0 | - |
| 0.1104 | 15550 | 0.123 | - |
| 0.1108 | 15600 | 0.0 | - |
| 0.1111 | 15650 | 0.0001 | - |
| 0.1115 | 15700 | 0.0001 | - |
| 0.1118 | 15750 | 0.0 | - |
| 0.1122 | 15800 | 0.0225 | - |
| 0.1126 | 15850 | 0.1211 | - |
| 0.1129 | 15900 | 0.0 | - |
| 0.1133 | 15950 | 0.0001 | - |
| 0.1136 | 16000 | 0.0002 | - |
| 0.1140 | 16050 | 0.0001 | - |
| 0.1143 | 16100 | 0.1675 | - |
| 0.1147 | 16150 | 0.0004 | - |
| 0.1150 | 16200 | 0.0091 | - |
| 0.1154 | 16250 | 0.0002 | - |
| 0.1157 | 16300 | 0.0861 | - |
| 0.1161 | 16350 | 0.0001 | - |
| 0.1165 | 16400 | 0.0057 | - |
| 0.1168 | 16450 | 0.0352 | - |
| 0.1172 | 16500 | 0.0002 | - |
| 0.1175 | 16550 | 0.0182 | - |
| 0.1179 | 16600 | 0.0001 | - |
| 0.1182 | 16650 | 0.0 | - |
| 0.1186 | 16700 | 0.0 | - |
| 0.1189 | 16750 | 0.0002 | - |
| 0.1193 | 16800 | 0.0091 | - |
| 0.1197 | 16850 | 0.1558 | - |
| 0.1200 | 16900 | 0.0 | - |
| 0.1204 | 16950 | 0.0 | - |
| 0.1207 | 17000 | 0.0959 | - |
| 0.1211 | 17050 | 0.0 | - |
| 0.1214 | 17100 | 0.0001 | - |
| 0.1218 | 17150 | 0.1875 | - |
| 0.1221 | 17200 | 0.0 | - |
| 0.1225 | 17250 | 0.0 | - |
| 0.1228 | 17300 | 0.0055 | - |
| 0.1232 | 17350 | 0.0 | - |
| 0.1236 | 17400 | 0.0007 | - |
| 0.1239 | 17450 | 0.0 | - |
| 0.1243 | 17500 | 0.0 | - |
| 0.1246 | 17550 | 0.0 | - |
| 0.1250 | 17600 | 0.1655 | - |
| 0.1253 | 17650 | 0.0 | - |
| 0.1257 | 17700 | 0.0005 | - |
| 0.1260 | 17750 | 0.0772 | - |
| 0.1264 | 17800 | 0.0223 | - |
| 0.1268 | 17850 | 0.003 | - |
| 0.1271 | 17900 | 0.0076 | - |
| 0.1275 | 17950 | 0.0005 | - |
| 0.1278 | 18000 | 0.0 | - |
| 0.1282 | 18050 | 0.014 | - |
| 0.1285 | 18100 | 0.0082 | - |
| 0.1289 | 18150 | 0.0012 | - |
| 0.1292 | 18200 | 0.0006 | - |
| 0.1296 | 18250 | 0.0001 | - |
| 0.1299 | 18300 | 0.0032 | - |
| 0.1303 | 18350 | 0.0004 | - |
| 0.1307 | 18400 | 0.1296 | - |
| 0.1310 | 18450 | 0.0001 | - |
| 0.1314 | 18500 | 0.1592 | - |
| 0.1317 | 18550 | 0.0001 | - |
| 0.1321 | 18600 | 0.0307 | - |
| 0.1324 | 18650 | 0.0 | - |
| 0.1328 | 18700 | 0.1654 | - |
| 0.1331 | 18750 | 0.0007 | - |
| 0.1335 | 18800 | 0.0 | - |
| 0.1339 | 18850 | 0.1049 | - |
| 0.1342 | 18900 | 0.0004 | - |
| 0.1346 | 18950 | 0.0261 | - |
| 0.1349 | 19000 | 0.0001 | - |
| 0.1353 | 19050 | 0.0203 | - |
| 0.1356 | 19100 | 0.0002 | - |
| 0.1360 | 19150 | 0.0007 | - |
| 0.1363 | 19200 | 0.0131 | - |
| 0.1367 | 19250 | 0.0 | - |
| 0.1371 | 19300 | 0.0 | - |
| 0.1374 | 19350 | 0.0003 | - |
| 0.1378 | 19400 | 0.0 | - |
| 0.1381 | 19450 | 0.0002 | - |
| 0.1385 | 19500 | 0.0 | - |
| 0.1388 | 19550 | 0.0002 | - |
| 0.1392 | 19600 | 0.0927 | - |
| 0.1395 | 19650 | 0.0 | - |
| 0.1399 | 19700 | 0.0007 | - |
| 0.1402 | 19750 | 0.0006 | - |
| 0.1406 | 19800 | 0.0 | - |
| 0.1410 | 19850 | 0.0976 | - |
| 0.1413 | 19900 | 0.0 | - |
| 0.1417 | 19950 | 0.0141 | - |
| 0.1420 | 20000 | 0.0 | - |
| 0.1424 | 20050 | 0.0003 | - |
| 0.1427 | 20100 | 0.0001 | - |
| 0.1431 | 20150 | 0.1549 | - |
| 0.1434 | 20200 | 0.0186 | - |
| 0.1438 | 20250 | 0.015 | - |
| 0.1442 | 20300 | 0.1638 | - |
| 0.1445 | 20350 | 0.1608 | - |
| 0.1449 | 20400 | 0.0726 | - |
| 0.1452 | 20450 | 0.0001 | - |
| 0.1456 | 20500 | 0.0171 | - |
| 0.1459 | 20550 | 0.0 | - |
| 0.1463 | 20600 | 0.0 | - |
| 0.1466 | 20650 | 0.0158 | - |
| 0.1470 | 20700 | 0.0003 | - |
| 0.1473 | 20750 | 0.0765 | - |
| 0.1477 | 20800 | 0.0 | - |
| 0.1481 | 20850 | 0.0002 | - |
| 0.1484 | 20900 | 0.109 | - |
| 0.1488 | 20950 | 0.1966 | - |
| 0.1491 | 21000 | 0.0 | - |
| 0.1495 | 21050 | 0.0012 | - |
| 0.1498 | 21100 | 0.0 | - |
| 0.1502 | 21150 | 0.003 | - |
| 0.1505 | 21200 | 0.0 | - |
| 0.1509 | 21250 | 0.0 | - |
| 0.1513 | 21300 | 0.0004 | - |
| 0.1516 | 21350 | 0.0001 | - |
| 0.1520 | 21400 | 0.0 | - |
| 0.1523 | 21450 | 0.0009 | - |
| 0.1527 | 21500 | 0.0007 | - |
| 0.1530 | 21550 | 0.0042 | - |
| 0.1534 | 21600 | 0.2193 | - |
| 0.1537 | 21650 | 0.0003 | - |
| 0.1541 | 21700 | 0.0001 | - |
| 0.1544 | 21750 | 0.0001 | - |
| 0.1548 | 21800 | 0.1657 | - |
| 0.1552 | 21850 | 0.0177 | - |
| 0.1555 | 21900 | 0.0 | - |
| 0.1559 | 21950 | 0.018 | - |
| 0.1562 | 22000 | 0.0 | - |
| 0.1566 | 22050 | 0.0084 | - |
| 0.1569 | 22100 | 0.0001 | - |
| 0.1573 | 22150 | 0.0 | - |
| 0.1576 | 22200 | 0.0312 | - |
| 0.1580 | 22250 | 0.0086 | - |
| 0.1584 | 22300 | 0.0002 | - |
| 0.1587 | 22350 | 0.0001 | - |
| 0.1591 | 22400 | 0.0219 | - |
| 0.1594 | 22450 | 0.0237 | - |
| 0.1598 | 22500 | 0.0263 | - |
| 0.1601 | 22550 | 0.0 | - |
| 0.1605 | 22600 | 0.0 | - |
| 0.1608 | 22650 | 0.0227 | - |
| 0.1612 | 22700 | 0.0078 | - |
| 0.1615 | 22750 | 0.0 | - |
| 0.1619 | 22800 | 0.0001 | - |
| 0.1623 | 22850 | 0.0088 | - |
| 0.1626 | 22900 | 0.0002 | - |
| 0.1630 | 22950 | 0.0153 | - |
| 0.1633 | 23000 | 0.0 | - |
| 0.1637 | 23050 | 0.0779 | - |
| 0.1640 | 23100 | 0.0177 | - |
| 0.1644 | 23150 | 0.0 | - |
| 0.1647 | 23200 | 0.027 | - |
| 0.1651 | 23250 | 0.0 | - |
| 0.1655 | 23300 | 0.0 | - |
| 0.1658 | 23350 | 0.0006 | - |
| 0.1662 | 23400 | 0.0 | - |
| 0.1665 | 23450 | 0.0 | - |
| 0.1669 | 23500 | 0.125 | - |
| 0.1672 | 23550 | 0.0 | - |
| 0.1676 | 23600 | 0.0 | - |
| 0.1679 | 23650 | 0.0393 | - |
| 0.1683 | 23700 | 0.0 | - |
| 0.1687 | 23750 | 0.0 | - |
| 0.1690 | 23800 | 0.0251 | - |
| 0.1694 | 23850 | 0.0258 | - |
| 0.1697 | 23900 | 0.1142 | - |
| 0.1701 | 23950 | 0.0 | - |
| 0.1704 | 24000 | 0.1596 | - |
| 0.1708 | 24050 | 0.0003 | - |
| 0.1711 | 24100 | 0.0 | - |
| 0.1715 | 24150 | 0.0367 | - |
| 0.1718 | 24200 | 0.0375 | - |
| 0.1722 | 24250 | 0.0 | - |
| 0.1726 | 24300 | 0.0195 | - |
| 0.1729 | 24350 | 0.0 | - |
| 0.1733 | 24400 | 0.0 | - |
| 0.1736 | 24450 | 0.0002 | - |
| 0.1740 | 24500 | 0.0 | - |
| 0.1743 | 24550 | 0.1658 | - |
| 0.1747 | 24600 | 0.0 | - |
| 0.1750 | 24650 | 0.0544 | - |
| 0.1754 | 24700 | 0.0 | - |
| 0.1758 | 24750 | 0.0 | - |
| 0.1761 | 24800 | 0.0006 | - |
| 0.1765 | 24850 | 0.0001 | - |
| 0.1768 | 24900 | 0.0001 | - |
| 0.1772 | 24950 | 0.0656 | - |
| 0.1775 | 25000 | 0.0622 | - |
| 0.1779 | 25050 | 0.0 | - |
| 0.1782 | 25100 | 0.2599 | - |
| 0.1786 | 25150 | 0.0001 | - |
| 0.1789 | 25200 | 0.0 | - |
| 0.1793 | 25250 | 0.1028 | - |
| 0.1797 | 25300 | 0.0001 | - |
| 0.1800 | 25350 | 0.0 | - |
| 0.1804 | 25400 | 0.0002 | - |
| 0.1807 | 25450 | 0.0002 | - |
| 0.1811 | 25500 | 0.0814 | - |
| 0.1814 | 25550 | 0.0002 | - |
| 0.1818 | 25600 | 0.0001 | - |
| 0.1821 | 25650 | 0.0201 | - |
| 0.1825 | 25700 | 0.0001 | - |
| 0.1829 | 25750 | 0.0244 | - |
| 0.1832 | 25800 | 0.0007 | - |
| 0.1836 | 25850 | 0.0932 | - |
| 0.1839 | 25900 | 0.0004 | - |
| 0.1843 | 25950 | 0.0244 | - |
| 0.1846 | 26000 | 0.0001 | - |
| 0.1850 | 26050 | 0.0324 | - |
| 0.1853 | 26100 | 0.0874 | - |
| 0.1857 | 26150 | 0.0094 | - |
| 0.1860 | 26200 | 0.0686 | - |
| 0.1864 | 26250 | 0.0063 | - |
| 0.1868 | 26300 | 0.0001 | - |
| 0.1871 | 26350 | 0.0003 | - |
| 0.1875 | 26400 | 0.024 | - |
| 0.1878 | 26450 | 0.014 | - |
| 0.1882 | 26500 | 0.0201 | - |
| 0.1885 | 26550 | 0.0008 | - |
| 0.1889 | 26600 | 0.0001 | - |
| 0.1892 | 26650 | 0.0005 | - |
| 0.1896 | 26700 | 0.1243 | - |
| 0.1900 | 26750 | 0.0001 | - |
| 0.1903 | 26800 | 0.0 | - |
| 0.1907 | 26850 | 0.0003 | - |
| 0.1910 | 26900 | 0.0001 | - |
| 0.1914 | 26950 | 0.0019 | - |
| 0.1917 | 27000 | 0.0002 | - |
| 0.1921 | 27050 | 0.0162 | - |
| 0.1924 | 27100 | 0.0147 | - |
| 0.1928 | 27150 | 0.0007 | - |
| 0.1931 | 27200 | 0.0139 | - |
| 0.1935 | 27250 | 0.0004 | - |
| 0.1939 | 27300 | 0.1255 | - |
| 0.1942 | 27350 | 0.0978 | - |
| 0.1946 | 27400 | 0.0001 | - |
| 0.1949 | 27450 | 0.0581 | - |
| 0.1953 | 27500 | 0.0001 | - |
| 0.1956 | 27550 | 0.0 | - |
| 0.1960 | 27600 | 0.0 | - |
| 0.1963 | 27650 | 0.0004 | - |
| 0.1967 | 27700 | 0.0 | - |
| 0.1971 | 27750 | 0.0001 | - |
| 0.1974 | 27800 | 0.0 | - |
| 0.1978 | 27850 | 0.0004 | - |
| 0.1981 | 27900 | 0.0009 | - |
| 0.1985 | 27950 | 0.0 | - |
| 0.1988 | 28000 | 0.0 | - |
| 0.1992 | 28050 | 0.0 | - |
| 0.1995 | 28100 | 0.0003 | - |
| 0.1999 | 28150 | 0.0001 | - |
| 0.2002 | 28200 | 0.097 | - |
| 0.2006 | 28250 | 0.0 | - |
| 0.2010 | 28300 | 0.0 | - |
| 0.2013 | 28350 | 0.0006 | - |
| 0.2017 | 28400 | 0.2529 | - |
| 0.2020 | 28450 | 0.0202 | - |
| 0.2024 | 28500 | 0.0 | - |
| 0.2027 | 28550 | 0.1468 | - |
| 0.2031 | 28600 | 0.0 | - |
| 0.2034 | 28650 | 0.0002 | - |
| 0.2038 | 28700 | 0.0457 | - |
| 0.2042 | 28750 | 0.0001 | - |
| 0.2045 | 28800 | 0.0044 | - |
| 0.2049 | 28850 | 0.0001 | - |
| 0.2052 | 28900 | 0.0007 | - |
| 0.2056 | 28950 | 0.0 | - |
| 0.2059 | 29000 | 0.0 | - |
| 0.2063 | 29050 | 0.0004 | - |
| 0.2066 | 29100 | 0.0161 | - |
| 0.2070 | 29150 | 0.1153 | - |
| 0.2074 | 29200 | 0.004 | - |
| 0.2077 | 29250 | 0.0 | - |
| 0.2081 | 29300 | 0.0 | - |
| 0.2084 | 29350 | 0.0001 | - |
| 0.2088 | 29400 | 0.0111 | - |
| 0.2091 | 29450 | 0.0 | - |
| 0.2095 | 29500 | 0.0 | - |
| 0.2098 | 29550 | 0.0 | - |
| 0.2102 | 29600 | 0.0 | - |
| 0.2105 | 29650 | 0.0 | - |
| 0.2109 | 29700 | 0.0945 | - |
| 0.2113 | 29750 | 0.0 | - |
| 0.2116 | 29800 | 0.0 | - |
| 0.2120 | 29850 | 0.0175 | - |
| 0.2123 | 29900 | 0.0 | - |
| 0.2127 | 29950 | 0.0 | - |
| 0.2130 | 30000 | 0.0 | - |
| 0.2134 | 30050 | 0.015 | - |
| 0.2137 | 30100 | 0.0 | - |
| 0.2141 | 30150 | 0.0 | - |
| 0.2145 | 30200 | 0.0 | - |
| 0.2148 | 30250 | 0.0003 | - |
| 0.2152 | 30300 | 0.0 | - |
| 0.2155 | 30350 | 0.0012 | - |
| 0.2159 | 30400 | 0.0156 | - |
| 0.2162 | 30450 | 0.0001 | - |
| 0.2166 | 30500 | 0.0007 | - |
| 0.2169 | 30550 | 0.0001 | - |
| 0.2173 | 30600 | 0.0187 | - |
| 0.2176 | 30650 | 0.0837 | - |
| 0.2180 | 30700 | 0.0001 | - |
| 0.2184 | 30750 | 0.0 | - |
| 0.2187 | 30800 | 0.0196 | - |
| 0.2191 | 30850 | 0.0 | - |
| 0.2194 | 30900 | 0.0953 | - |
| 0.2198 | 30950 | 0.0 | - |
| 0.2201 | 31000 | 0.0 | - |
| 0.2205 | 31050 | 0.0142 | - |
| 0.2208 | 31100 | 0.0172 | - |
| 0.2212 | 31150 | 0.0133 | - |
| 0.2216 | 31200 | 0.1664 | - |
| 0.2219 | 31250 | 0.0097 | - |
| 0.2223 | 31300 | 0.0723 | - |
| 0.2226 | 31350 | 0.0001 | - |
| 0.2230 | 31400 | 0.0398 | - |
| 0.2233 | 31450 | 0.008 | - |
| 0.2237 | 31500 | 0.0 | - |
| 0.2240 | 31550 | 0.0 | - |
| 0.2244 | 31600 | 0.0 | - |
| 0.2247 | 31650 | 0.0 | - |
| 0.2251 | 31700 | 0.0001 | - |
| 0.2255 | 31750 | 0.0 | - |
| 0.2258 | 31800 | 0.167 | - |
| 0.2262 | 31850 | 0.0 | - |
| 0.2265 | 31900 | 0.0 | - |
| 0.2269 | 31950 | 0.0 | - |
| 0.2272 | 32000 | 0.0 | - |
| 0.2276 | 32050 | 0.1656 | - |
| 0.2279 | 32100 | 0.0044 | - |
| 0.2283 | 32150 | 0.0 | - |
| 0.2287 | 32200 | 0.0 | - |
| 0.2290 | 32250 | 0.0001 | - |
| 0.2294 | 32300 | 0.0 | - |
| 0.2297 | 32350 | 0.0152 | - |
| 0.2301 | 32400 | 0.0 | - |
| 0.2304 | 32450 | 0.0001 | - |
| 0.2308 | 32500 | 0.0207 | - |
| 0.2311 | 32550 | 0.0 | - |
| 0.2315 | 32600 | 0.0002 | - |
| 0.2318 | 32650 | 0.0277 | - |
| 0.2322 | 32700 | 0.0006 | - |
| 0.2326 | 32750 | 0.0 | - |
| 0.2329 | 32800 | 0.1116 | - |
| 0.2333 | 32850 | 0.1662 | - |
| 0.2336 | 32900 | 0.0 | - |
| 0.2340 | 32950 | 0.0 | - |
| 0.2343 | 33000 | 0.1566 | - |
| 0.2347 | 33050 | 0.0 | - |
| 0.2350 | 33100 | 0.0141 | - |
| 0.2354 | 33150 | 0.0005 | - |
| 0.2358 | 33200 | 0.0111 | - |
| 0.2361 | 33250 | 0.0103 | - |
| 0.2365 | 33300 | 0.0 | - |
| 0.2368 | 33350 | 0.0165 | - |
| 0.2372 | 33400 | 0.1173 | - |
| 0.2375 | 33450 | 0.1662 | - |
| 0.2379 | 33500 | 0.0001 | - |
| 0.2382 | 33550 | 0.0 | - |
| 0.2386 | 33600 | 0.0001 | - |
| 0.2390 | 33650 | 0.1632 | - |
| 0.2393 | 33700 | 0.0 | - |
| 0.2397 | 33750 | 0.0869 | - |
| 0.2400 | 33800 | 0.0167 | - |
| 0.2404 | 33850 | 0.009 | - |
| 0.2407 | 33900 | 0.0001 | - |
| 0.2411 | 33950 | 0.0109 | - |
| 0.2414 | 34000 | 0.0 | - |
| 0.2418 | 34050 | 0.0001 | - |
| 0.2421 | 34100 | 0.0 | - |
| 0.2425 | 34150 | 0.0 | - |
| 0.2429 | 34200 | 0.0 | - |
| 0.2432 | 34250 | 0.0 | - |
| 0.2436 | 34300 | 0.0203 | - |
| 0.2439 | 34350 | 0.0618 | - |
| 0.2443 | 34400 | 0.0095 | - |
| 0.2446 | 34450 | 0.0 | - |
| 0.2450 | 34500 | 0.0132 | - |
| 0.2453 | 34550 | 0.103 | - |
| 0.2457 | 34600 | 0.0088 | - |
| 0.2461 | 34650 | 0.01 | - |
| 0.2464 | 34700 | 0.0 | - |
| 0.2468 | 34750 | 0.0005 | - |
| 0.2471 | 34800 | 0.0123 | - |
| 0.2475 | 34850 | 0.0112 | - |
| 0.2478 | 34900 | 0.0 | - |
| 0.2482 | 34950 | 0.0138 | - |
| 0.2485 | 35000 | 0.0001 | - |
| 0.2489 | 35050 | 0.0 | - |
| 0.2492 | 35100 | 0.0 | - |
| 0.2496 | 35150 | 0.0 | - |
| 0.2500 | 35200 | 0.0 | - |
| 0.2503 | 35250 | 0.084 | - |
| 0.2507 | 35300 | 0.2629 | - |
| 0.2510 | 35350 | 0.0 | - |
| 0.2514 | 35400 | 0.0 | - |
| 0.2517 | 35450 | 0.0003 | - |
| 0.2521 | 35500 | 0.1602 | - |
| 0.2524 | 35550 | 0.0157 | - |
| 0.2528 | 35600 | 0.0001 | - |
| 0.2532 | 35650 | 0.0001 | - |
| 0.2535 | 35700 | 0.0001 | - |
| 0.2539 | 35750 | 0.0001 | - |
| 0.2542 | 35800 | 0.0 | - |
| 0.2546 | 35850 | 0.0998 | - |
| 0.2549 | 35900 | 0.0712 | - |
| 0.2553 | 35950 | 0.0008 | - |
| 0.2556 | 36000 | 0.0 | - |
| 0.2560 | 36050 | 0.0 | - |
| 0.2563 | 36100 | 0.0 | - |
| 0.2567 | 36150 | 0.0138 | - |
| 0.2571 | 36200 | 0.0001 | - |
| 0.2574 | 36250 | 0.0205 | - |
| 0.2578 | 36300 | 0.0136 | - |
| 0.2581 | 36350 | 0.0 | - |
| 0.2585 | 36400 | 0.166 | - |
| 0.2588 | 36450 | 0.0 | - |
| 0.2592 | 36500 | 0.0174 | - |
| 0.2595 | 36550 | 0.0002 | - |
| 0.2599 | 36600 | 0.1703 | - |
| 0.2603 | 36650 | 0.0004 | - |
| 0.2606 | 36700 | 0.0 | - |
| 0.2610 | 36750 | 0.0426 | - |
| 0.2613 | 36800 | 0.0 | - |
| 0.2617 | 36850 | 0.1661 | - |
| 0.2620 | 36900 | 0.0 | - |
| 0.2624 | 36950 | 0.0 | - |
| 0.2627 | 37000 | 0.0017 | - |
| 0.2631 | 37050 | 0.0004 | - |
| 0.2634 | 37100 | 0.0113 | - |
| 0.2638 | 37150 | 0.0 | - |
| 0.2642 | 37200 | 0.0003 | - |
| 0.2645 | 37250 | 0.0805 | - |
| 0.2649 | 37300 | 0.0001 | - |
| 0.2652 | 37350 | 0.0 | - |
| 0.2656 | 37400 | 0.0 | - |
| 0.2659 | 37450 | 0.0136 | - |
| 0.2663 | 37500 | 0.0002 | - |
| 0.2666 | 37550 | 0.0187 | - |
| 0.2670 | 37600 | 0.0 | - |
| 0.2674 | 37650 | 0.0001 | - |
| 0.2677 | 37700 | 0.0 | - |
| 0.2681 | 37750 | 0.0003 | - |
| 0.2684 | 37800 | 0.0005 | - |
| 0.2688 | 37850 | 0.0146 | - |
| 0.2691 | 37900 | 0.0002 | - |
| 0.2695 | 37950 | 0.0 | - |
| 0.2698 | 38000 | 0.0126 | - |
| 0.2702 | 38050 | 0.0115 | - |
| 0.2706 | 38100 | 0.0013 | - |
| 0.2709 | 38150 | 0.0972 | - |
| 0.2713 | 38200 | 0.0 | - |
| 0.2716 | 38250 | 0.0015 | - |
| 0.2720 | 38300 | 0.0196 | - |
| 0.2723 | 38350 | 0.0157 | - |
| 0.2727 | 38400 | 0.0 | - |
| 0.2730 | 38450 | 0.162 | - |
| 0.2734 | 38500 | 0.0003 | - |
| 0.2737 | 38550 | 0.0089 | - |
| 0.2741 | 38600 | 0.0547 | - |
| 0.2745 | 38650 | 0.0039 | - |
| 0.2748 | 38700 | 0.0013 | - |
| 0.2752 | 38750 | 0.0 | - |
| 0.2755 | 38800 | 0.0 | - |
| 0.2759 | 38850 | 0.1591 | - |
| 0.2762 | 38900 | 0.1883 | - |
| 0.2766 | 38950 | 0.077 | - |
| 0.2769 | 39000 | 0.0001 | - |
| 0.2773 | 39050 | 0.1653 | - |
| 0.2777 | 39100 | 0.0001 | - |
| 0.2780 | 39150 | 0.0517 | - |
| 0.2784 | 39200 | 0.0003 | - |
| 0.2787 | 39250 | 0.0643 | - |
| 0.2791 | 39300 | 0.0176 | - |
| 0.2794 | 39350 | 0.0001 | - |
| 0.2798 | 39400 | 0.0 | - |
| 0.2801 | 39450 | 0.0125 | - |
| 0.2805 | 39500 | 0.0 | - |
| 0.2808 | 39550 | 0.0 | - |
| 0.2812 | 39600 | 0.0001 | - |
| 0.2816 | 39650 | 0.0925 | - |
| 0.2819 | 39700 | 0.0 | - |
| 0.2823 | 39750 | 0.0 | - |
| 0.2826 | 39800 | 0.0 | - |
| 0.2830 | 39850 | 0.0 | - |
| 0.2833 | 39900 | 0.2154 | - |
| 0.2837 | 39950 | 0.0821 | - |
| 0.2840 | 40000 | 0.0 | - |
| 0.2844 | 40050 | 0.0 | - |
| 0.2848 | 40100 | 0.0 | - |
| 0.2851 | 40150 | 0.1032 | - |
| 0.2855 | 40200 | 0.0 | - |
| 0.2858 | 40250 | 0.1664 | - |
| 0.2862 | 40300 | 0.0088 | - |
| 0.2865 | 40350 | 0.0226 | - |
| 0.2869 | 40400 | 0.0 | - |
| 0.2872 | 40450 | 0.1659 | - |
| 0.2876 | 40500 | 0.0 | - |
| 0.2879 | 40550 | 0.0 | - |
| 0.2883 | 40600 | 0.0 | - |
| 0.2887 | 40650 | 0.0002 | - |
| 0.2890 | 40700 | 0.0 | - |
| 0.2894 | 40750 | 0.0 | - |
| 0.2897 | 40800 | 0.3754 | - |
| 0.2901 | 40850 | 0.0 | - |
| 0.2904 | 40900 | 0.0 | - |
| 0.2908 | 40950 | 0.0 | - |
| 0.2911 | 41000 | 0.0 | - |
| 0.2915 | 41050 | 0.0 | - |
| 0.2919 | 41100 | 0.1611 | - |
| 0.2922 | 41150 | 0.002 | - |
| 0.2926 | 41200 | 0.0134 | - |
| 0.2929 | 41250 | 0.0001 | - |
| 0.2933 | 41300 | 0.0 | - |
| 0.2936 | 41350 | 0.0002 | - |
| 0.2940 | 41400 | 0.1644 | - |
| 0.2943 | 41450 | 0.0 | - |
| 0.2947 | 41500 | 0.0001 | - |
| 0.2950 | 41550 | 0.1013 | - |
| 0.2954 | 41600 | 0.0192 | - |
| 0.2958 | 41650 | 0.0147 | - |
| 0.2961 | 41700 | 0.0 | - |
| 0.2965 | 41750 | 0.0188 | - |
| 0.2968 | 41800 | 0.0005 | - |
| 0.2972 | 41850 | 0.0001 | - |
| 0.2975 | 41900 | 0.001 | - |
| 0.2979 | 41950 | 0.0 | - |
| 0.2982 | 42000 | 0.0 | - |
| 0.2986 | 42050 | 0.0 | - |
| 0.2990 | 42100 | 0.0813 | - |
| 0.2993 | 42150 | 0.0002 | - |
| 0.2997 | 42200 | 0.0 | - |
| 0.3000 | 42250 | 0.0 | - |
| 0.3004 | 42300 | 0.0 | - |
| 0.3007 | 42350 | 0.0001 | - |
| 0.3011 | 42400 | 0.0 | - |
| 0.3014 | 42450 | 0.0025 | - |
| 0.3018 | 42500 | 0.0185 | - |
| 0.3022 | 42550 | 0.0 | - |
| 0.3025 | 42600 | 0.0002 | - |
| 0.3029 | 42650 | 0.0039 | - |
| 0.3032 | 42700 | 0.0105 | - |
| 0.3036 | 42750 | 0.0001 | - |
| 0.3039 | 42800 | 0.0 | - |
| 0.3043 | 42850 | 0.0094 | - |
| 0.3046 | 42900 | 0.0 | - |
| 0.3050 | 42950 | 0.0004 | - |
| 0.3053 | 43000 | 0.0074 | - |
| 0.3057 | 43050 | 0.0029 | - |
| 0.3061 | 43100 | 0.0001 | - |
| 0.3064 | 43150 | 0.1656 | - |
| 0.3068 | 43200 | 0.0002 | - |
| 0.3071 | 43250 | 0.0 | - |
| 0.3075 | 43300 | 0.0125 | - |
| 0.3078 | 43350 | 0.0047 | - |
| 0.3082 | 43400 | 0.1427 | - |
| 0.3085 | 43450 | 0.1664 | - |
| 0.3089 | 43500 | 0.0002 | - |
| 0.3093 | 43550 | 0.0 | - |
| 0.3096 | 43600 | 0.0001 | - |
| 0.3100 | 43650 | 0.0139 | - |
| 0.3103 | 43700 | 0.0 | - |
| 0.3107 | 43750 | 0.0003 | - |
| 0.3110 | 43800 | 0.0914 | - |
| 0.3114 | 43850 | 0.0 | - |
| 0.3117 | 43900 | 0.0001 | - |
| 0.3121 | 43950 | 0.0 | - |
| 0.3124 | 44000 | 0.0199 | - |
| 0.3128 | 44050 | 0.0176 | - |
| 0.3132 | 44100 | 0.1612 | - |
| 0.3135 | 44150 | 0.001 | - |
| 0.3139 | 44200 | 0.0251 | - |
| 0.3142 | 44250 | 0.0 | - |
| 0.3146 | 44300 | 0.0001 | - |
| 0.3149 | 44350 | 0.0936 | - |
| 0.3153 | 44400 | 0.0 | - |
| 0.3156 | 44450 | 0.0 | - |
| 0.3160 | 44500 | 0.0219 | - |
| 0.3164 | 44550 | 0.1495 | - |
| 0.3167 | 44600 | 0.0 | - |
| 0.3171 | 44650 | 0.0242 | - |
| 0.3174 | 44700 | 0.0115 | - |
| 0.3178 | 44750 | 0.0 | - |
| 0.3181 | 44800 | 0.0001 | - |
| 0.3185 | 44850 | 0.008 | - |
| 0.3188 | 44900 | 0.0 | - |
| 0.3192 | 44950 | 0.0127 | - |
| 0.3195 | 45000 | 0.093 | - |
| 0.3199 | 45050 | 0.166 | - |
| 0.3203 | 45100 | 0.0 | - |
| 0.3206 | 45150 | 0.0004 | - |
| 0.3210 | 45200 | 0.0152 | - |
| 0.3213 | 45250 | 0.0146 | - |
| 0.3217 | 45300 | 0.0145 | - |
| 0.3220 | 45350 | 0.0 | - |
| 0.3224 | 45400 | 0.0 | - |
| 0.3227 | 45450 | 0.0 | - |
| 0.3231 | 45500 | 0.0158 | - |
| 0.3235 | 45550 | 0.0001 | - |
| 0.3238 | 45600 | 0.0206 | - |
| 0.3242 | 45650 | 0.0 | - |
| 0.3245 | 45700 | 0.0 | - |
| 0.3249 | 45750 | 0.0103 | - |
| 0.3252 | 45800 | 0.0001 | - |
| 0.3256 | 45850 | 0.0001 | - |
| 0.3259 | 45900 | 0.001 | - |
| 0.3263 | 45950 | 0.0 | - |
| 0.3266 | 46000 | 0.0189 | - |
| 0.3270 | 46050 | 0.0294 | - |
| 0.3274 | 46100 | 0.011 | - |
| 0.3277 | 46150 | 0.0 | - |
| 0.3281 | 46200 | 0.0137 | - |
| 0.3284 | 46250 | 0.0 | - |
| 0.3288 | 46300 | 0.0 | - |
| 0.3291 | 46350 | 0.0001 | - |
| 0.3295 | 46400 | 0.0777 | - |
| 0.3298 | 46450 | 0.0 | - |
| 0.3302 | 46500 | 0.0 | - |
| 0.3306 | 46550 | 0.0001 | - |
| 0.3309 | 46600 | 0.0001 | - |
| 0.3313 | 46650 | 0.0 | - |
| 0.3316 | 46700 | 0.0001 | - |
| 0.3320 | 46750 | 0.0214 | - |
| 0.3323 | 46800 | 0.0 | - |
| 0.3327 | 46850 | 0.0002 | - |
| 0.3330 | 46900 | 0.0879 | - |
| 0.3334 | 46950 | 0.0014 | - |
| 0.3337 | 47000 | 0.0001 | - |
| 0.3341 | 47050 | 0.0001 | - |
| 0.3345 | 47100 | 0.0001 | - |
| 0.3348 | 47150 | 0.0001 | - |
| 0.3352 | 47200 | 0.1635 | - |
| 0.3355 | 47250 | 0.0 | - |
| 0.3359 | 47300 | 0.0 | - |
| 0.3362 | 47350 | 0.0829 | - |
| 0.3366 | 47400 | 0.0 | - |
| 0.3369 | 47450 | 0.0001 | - |
| 0.3373 | 47500 | 0.0003 | - |
| 0.3377 | 47550 | 0.0001 | - |
| 0.3380 | 47600 | 0.0003 | - |
| 0.3384 | 47650 | 0.0 | - |
| 0.3387 | 47700 | 0.0001 | - |
| 0.3391 | 47750 | 0.0 | - |
| 0.3394 | 47800 | 0.0 | - |
| 0.3398 | 47850 | 0.0103 | - |
| 0.3401 | 47900 | 0.0038 | - |
| 0.3405 | 47950 | 0.0 | - |
| 0.3409 | 48000 | 0.1088 | - |
| 0.3412 | 48050 | 0.0199 | - |
| 0.3416 | 48100 | 0.0001 | - |
| 0.3419 | 48150 | 0.0 | - |
| 0.3423 | 48200 | 0.0 | - |
| 0.3426 | 48250 | 0.0 | - |
| 0.3430 | 48300 | 0.0 | - |
| 0.3433 | 48350 | 0.0073 | - |
| 0.3437 | 48400 | 0.0 | - |
| 0.3440 | 48450 | 0.0003 | - |
| 0.3444 | 48500 | 0.0001 | - |
| 0.3448 | 48550 | 0.0 | - |
| 0.3451 | 48600 | 0.0379 | - |
| 0.3455 | 48650 | 0.0 | - |
| 0.3458 | 48700 | 0.0 | - |
| 0.3462 | 48750 | 0.0 | - |
| 0.3465 | 48800 | 0.0092 | - |
| 0.3469 | 48850 | 0.1382 | - |
| 0.3472 | 48900 | 0.0356 | - |
| 0.3476 | 48950 | 0.0152 | - |
| 0.3480 | 49000 | 0.0 | - |
| 0.3483 | 49050 | 0.079 | - |
| 0.3487 | 49100 | 0.0 | - |
| 0.3490 | 49150 | 0.0 | - |
| 0.3494 | 49200 | 0.0134 | - |
| 0.3497 | 49250 | 0.0 | - |
| 0.3501 | 49300 | 0.0 | - |
| 0.3504 | 49350 | 0.0 | - |
| 0.3508 | 49400 | 0.0996 | - |
| 0.3511 | 49450 | 0.0 | - |
| 0.3515 | 49500 | 0.0137 | - |
| 0.3519 | 49550 | 0.008 | - |
| 0.3522 | 49600 | 0.0003 | - |
| 0.3526 | 49650 | 0.0 | - |
| 0.3529 | 49700 | 0.0 | - |
| 0.3533 | 49750 | 0.0 | - |
| 0.3536 | 49800 | 0.0001 | - |
| 0.3540 | 49850 | 0.0 | - |
| 0.3543 | 49900 | 0.0 | - |
| 0.3547 | 49950 | 0.0102 | - |
| 0.3551 | 50000 | 0.0 | - |
| 0.3554 | 50050 | 0.0 | - |
| 0.3558 | 50100 | 0.072 | - |
| 0.3561 | 50150 | 0.0 | - |
| 0.3565 | 50200 | 0.0 | - |
| 0.3568 | 50250 | 0.0 | - |
| 0.3572 | 50300 | 0.0131 | - |
| 0.3575 | 50350 | 0.0526 | - |
| 0.3579 | 50400 | 0.0 | - |
| 0.3582 | 50450 | 0.0203 | - |
| 0.3586 | 50500 | 0.0001 | - |
| 0.3590 | 50550 | 0.0137 | - |
| 0.3593 | 50600 | 0.0 | - |
| 0.3597 | 50650 | 0.0118 | - |
| 0.3600 | 50700 | 0.0 | - |
| 0.3604 | 50750 | 0.0162 | - |
| 0.3607 | 50800 | 0.0 | - |
| 0.3611 | 50850 | 0.0902 | - |
| 0.3614 | 50900 | 0.0233 | - |
| 0.3618 | 50950 | 0.0 | - |
| 0.3622 | 51000 | 0.0 | - |
| 0.3625 | 51050 | 0.0082 | - |
| 0.3629 | 51100 | 0.0024 | - |
| 0.3632 | 51150 | 0.0935 | - |
| 0.3636 | 51200 | 0.0 | - |
| 0.3639 | 51250 | 0.0001 | - |
| 0.3643 | 51300 | 0.0208 | - |
| 0.3646 | 51350 | 0.0004 | - |
| 0.3650 | 51400 | 0.0 | - |
| 0.3653 | 51450 | 0.0159 | - |
| 0.3657 | 51500 | 0.0 | - |
| 0.3661 | 51550 | 0.0003 | - |
| 0.3664 | 51600 | 0.1668 | - |
| 0.3668 | 51650 | 0.0001 | - |
| 0.3671 | 51700 | 0.0538 | - |
| 0.3675 | 51750 | 0.0686 | - |
| 0.3678 | 51800 | 0.0005 | - |
| 0.3682 | 51850 | 0.0001 | - |
| 0.3685 | 51900 | 0.1079 | - |
| 0.3689 | 51950 | 0.1669 | - |
| 0.3693 | 52000 | 0.0 | - |
| 0.3696 | 52050 | 0.0001 | - |
| 0.3700 | 52100 | 0.0002 | - |
| 0.3703 | 52150 | 0.101 | - |
| 0.3707 | 52200 | 0.089 | - |
| 0.3710 | 52250 | 0.0 | - |
| 0.3714 | 52300 | 0.0 | - |
| 0.3717 | 52350 | 0.0 | - |
| 0.3721 | 52400 | 0.0001 | - |
| 0.3725 | 52450 | 0.0176 | - |
| 0.3728 | 52500 | 0.0003 | - |
| 0.3732 | 52550 | 0.0001 | - |
| 0.3735 | 52600 | 0.0001 | - |
| 0.3739 | 52650 | 0.0004 | - |
| 0.3742 | 52700 | 0.0035 | - |
| 0.3746 | 52750 | 0.0741 | - |
| 0.3749 | 52800 | 0.0893 | - |
| 0.3753 | 52850 | 0.073 | - |
| 0.3756 | 52900 | 0.0001 | - |
| 0.3760 | 52950 | 0.0 | - |
| 0.3764 | 53000 | 0.0138 | - |
| 0.3767 | 53050 | 0.0 | - |
| 0.3771 | 53100 | 0.0 | - |
| 0.3774 | 53150 | 0.0001 | - |
| 0.3778 | 53200 | 0.0 | - |
| 0.3781 | 53250 | 0.0639 | - |
| 0.3785 | 53300 | 0.0001 | - |
| 0.3788 | 53350 | 0.0187 | - |
| 0.3792 | 53400 | 0.0001 | - |
| 0.3796 | 53450 | 0.0 | - |
| 0.3799 | 53500 | 0.0 | - |
| 0.3803 | 53550 | 0.0078 | - |
| 0.3806 | 53600 | 0.0 | - |
| 0.3810 | 53650 | 0.0001 | - |
| 0.3813 | 53700 | 0.0 | - |
| 0.3817 | 53750 | 0.0 | - |
| 0.3820 | 53800 | 0.0 | - |
| 0.3824 | 53850 | 0.1065 | - |
| 0.3827 | 53900 | 0.0086 | - |
| 0.3831 | 53950 | 0.0001 | - |
| 0.3835 | 54000 | 0.1668 | - |
| 0.3838 | 54050 | 0.0 | - |
| 0.3842 | 54100 | 0.0001 | - |
| 0.3845 | 54150 | 0.0958 | - |
| 0.3849 | 54200 | 0.0144 | - |
| 0.3852 | 54250 | 0.0 | - |
| 0.3856 | 54300 | 0.0 | - |
| 0.3859 | 54350 | 0.0961 | - |
| 0.3863 | 54400 | 0.0117 | - |
| 0.3867 | 54450 | 0.0095 | - |
| 0.3870 | 54500 | 0.0001 | - |
| 0.3874 | 54550 | 0.1072 | - |
| 0.3877 | 54600 | 0.0 | - |
| 0.3881 | 54650 | 0.0 | - |
| 0.3884 | 54700 | 0.1866 | - |
| 0.3888 | 54750 | 0.0 | - |
| 0.3891 | 54800 | 0.0 | - |
| 0.3895 | 54850 | 0.0147 | - |
| 0.3898 | 54900 | 0.0001 | - |
| 0.3902 | 54950 | 0.0931 | - |
| 0.3906 | 55000 | 0.0 | - |
| 0.3909 | 55050 | 0.0001 | - |
| 0.3913 | 55100 | 0.0166 | - |
| 0.3916 | 55150 | 0.0001 | - |
| 0.3920 | 55200 | 0.0 | - |
| 0.3923 | 55250 | 0.0002 | - |
| 0.3927 | 55300 | 0.0 | - |
| 0.3930 | 55350 | 0.0301 | - |
| 0.3934 | 55400 | 0.0001 | - |
| 0.3938 | 55450 | 0.0172 | - |
| 0.3941 | 55500 | 0.0 | - |
| 0.3945 | 55550 | 0.0 | - |
| 0.3948 | 55600 | 0.0003 | - |
| 0.3952 | 55650 | 0.0 | - |
| 0.3955 | 55700 | 0.0178 | - |
| 0.3959 | 55750 | 0.0001 | - |
| 0.3962 | 55800 | 0.0126 | - |
| 0.3966 | 55850 | 0.0126 | - |
| 0.3969 | 55900 | 0.0001 | - |
| 0.3973 | 55950 | 0.0 | - |
| 0.3977 | 56000 | 0.017 | - |
| 0.3980 | 56050 | 0.0 | - |
| 0.3984 | 56100 | 0.0 | - |
| 0.3987 | 56150 | 0.0213 | - |
| 0.3991 | 56200 | 0.0606 | - |
| 0.3994 | 56250 | 0.0 | - |
| 0.3998 | 56300 | 0.0 | - |
| 0.4001 | 56350 | 0.0 | - |
| 0.4005 | 56400 | 0.0084 | - |
| 0.4009 | 56450 | 0.0 | - |
| 0.4012 | 56500 | 0.0 | - |
| 0.4016 | 56550 | 0.0002 | - |
| 0.4019 | 56600 | 0.0 | - |
| 0.4023 | 56650 | 0.0 | - |
| 0.4026 | 56700 | 0.0113 | - |
| 0.4030 | 56750 | 0.0005 | - |
| 0.4033 | 56800 | 0.0146 | - |
| 0.4037 | 56850 | 0.0004 | - |
| 0.4041 | 56900 | 0.0 | - |
| 0.4044 | 56950 | 0.0222 | - |
| 0.4048 | 57000 | 0.0281 | - |
| 0.4051 | 57050 | 0.0171 | - |
| 0.4055 | 57100 | 0.0013 | - |
| 0.4058 | 57150 | 0.0167 | - |
| 0.4062 | 57200 | 0.0001 | - |
| 0.4065 | 57250 | 0.0226 | - |
| 0.4069 | 57300 | 0.0193 | - |
| 0.4072 | 57350 | 0.0 | - |
| 0.4076 | 57400 | 0.0179 | - |
| 0.4080 | 57450 | 0.0898 | - |
| 0.4083 | 57500 | 0.0 | - |
| 0.4087 | 57550 | 0.0 | - |
| 0.4090 | 57600 | 0.1596 | - |
| 0.4094 | 57650 | 0.0002 | - |
| 0.4097 | 57700 | 0.0003 | - |
| 0.4101 | 57750 | 0.0001 | - |
| 0.4104 | 57800 | 0.0284 | - |
| 0.4108 | 57850 | 0.0001 | - |
| 0.4112 | 57900 | 0.0595 | - |
| 0.4115 | 57950 | 0.0006 | - |
| 0.4119 | 58000 | 0.0 | - |
| 0.4122 | 58050 | 0.0003 | - |
| 0.4126 | 58100 | 0.0 | - |
| 0.4129 | 58150 | 0.0001 | - |
| 0.4133 | 58200 | 0.0 | - |
| 0.4136 | 58250 | 0.0001 | - |
| 0.4140 | 58300 | 0.0364 | - |
| 0.4143 | 58350 | 0.0 | - |
| 0.4147 | 58400 | 0.0002 | - |
| 0.4151 | 58450 | 0.0 | - |
| 0.4154 | 58500 | 0.0001 | - |
| 0.4158 | 58550 | 0.0 | - |
| 0.4161 | 58600 | 0.0001 | - |
| 0.4165 | 58650 | 0.0 | - |
| 0.4168 | 58700 | 0.0094 | - |
| 0.4172 | 58750 | 0.0091 | - |
| 0.4175 | 58800 | 0.1651 | - |
| 0.4179 | 58850 | 0.0001 | - |
| 0.4183 | 58900 | 0.1906 | - |
| 0.4186 | 58950 | 0.1601 | - |
| 0.4190 | 59000 | 0.0003 | - |
| 0.4193 | 59050 | 0.0 | - |
| 0.4197 | 59100 | 0.0001 | - |
| 0.4200 | 59150 | 0.0206 | - |
| 0.4204 | 59200 | 0.0002 | - |
| 0.4207 | 59250 | 0.1127 | - |
| 0.4211 | 59300 | 0.0838 | - |
| 0.4214 | 59350 | 0.0744 | - |
| 0.4218 | 59400 | 0.2353 | - |
| 0.4222 | 59450 | 0.1821 | - |
| 0.4225 | 59500 | 0.0781 | - |
| 0.4229 | 59550 | 0.0 | - |
| 0.4232 | 59600 | 0.0008 | - |
| 0.4236 | 59650 | 0.1662 | - |
| 0.4239 | 59700 | 0.1693 | - |
| 0.4243 | 59750 | 0.0095 | - |
| 0.4246 | 59800 | 0.0001 | - |
| 0.4250 | 59850 | 0.0098 | - |
| 0.4254 | 59900 | 0.0104 | - |
| 0.4257 | 59950 | 0.0002 | - |
| 0.4261 | 60000 | 0.0 | - |
| 0.4264 | 60050 | 0.0002 | - |
| 0.4268 | 60100 | 0.0 | - |
| 0.4271 | 60150 | 0.0 | - |
| 0.4275 | 60200 | 0.0002 | - |
| 0.4278 | 60250 | 0.0 | - |
| 0.4282 | 60300 | 0.0169 | - |
| 0.4285 | 60350 | 0.0274 | - |
| 0.4289 | 60400 | 0.0 | - |
| 0.4293 | 60450 | 0.0886 | - |
| 0.4296 | 60500 | 0.0001 | - |
| 0.4300 | 60550 | 0.0001 | - |
| 0.4303 | 60600 | 0.0163 | - |
| 0.4307 | 60650 | 0.1653 | - |
| 0.4310 | 60700 | 0.0001 | - |
| 0.4314 | 60750 | 0.0 | - |
| 0.4317 | 60800 | 0.012 | - |
| 0.4321 | 60850 | 0.0148 | - |
| 0.4325 | 60900 | 0.0 | - |
| 0.4328 | 60950 | 0.1615 | - |
| 0.4332 | 61000 | 0.0002 | - |
| 0.4335 | 61050 | 0.0 | - |
| 0.4339 | 61100 | 0.1759 | - |
| 0.4342 | 61150 | 0.0964 | - |
| 0.4346 | 61200 | 0.0002 | - |
| 0.4349 | 61250 | 0.0001 | - |
| 0.4353 | 61300 | 0.0009 | - |
| 0.4357 | 61350 | 0.0674 | - |
| 0.4360 | 61400 | 0.0001 | - |
| 0.4364 | 61450 | 0.0055 | - |
| 0.4367 | 61500 | 0.0952 | - |
| 0.4371 | 61550 | 0.0004 | - |
| 0.4374 | 61600 | 0.0004 | - |
| 0.4378 | 61650 | 0.0003 | - |
| 0.4381 | 61700 | 0.1656 | - |
| 0.4385 | 61750 | 0.2612 | - |
| 0.4388 | 61800 | 0.1413 | - |
| 0.4392 | 61850 | 0.0006 | - |
| 0.4396 | 61900 | 0.015 | - |
| 0.4399 | 61950 | 0.0042 | - |
| 0.4403 | 62000 | 0.0008 | - |
| 0.4406 | 62050 | 0.1659 | - |
| 0.4410 | 62100 | 0.1626 | - |
| 0.4413 | 62150 | 0.1119 | - |
| 0.4417 | 62200 | 0.0155 | - |
| 0.4420 | 62250 | 0.3319 | - |
| 0.4424 | 62300 | 0.156 | - |
| 0.4428 | 62350 | 0.0143 | - |
| 0.4431 | 62400 | 0.0007 | - |
| 0.4435 | 62450 | 0.1681 | - |
| 0.4438 | 62500 | 0.1528 | - |
| 0.4442 | 62550 | 0.155 | - |
| 0.4445 | 62600 | 0.185 | - |
| 0.4449 | 62650 | 0.0001 | - |
| 0.4452 | 62700 | 0.0002 | - |
| 0.4456 | 62750 | 0.0 | - |
| 0.4459 | 62800 | 0.1779 | - |
| 0.4463 | 62850 | 0.0016 | - |
| 0.4467 | 62900 | 0.0002 | - |
| 0.4470 | 62950 | 0.0009 | - |
| 0.4474 | 63000 | 0.0007 | - |
| 0.4477 | 63050 | 0.0 | - |
| 0.4481 | 63100 | 0.0 | - |
| 0.4484 | 63150 | 0.1652 | - |
| 0.4488 | 63200 | 0.0001 | - |
| 0.4491 | 63250 | 0.0 | - |
| 0.4495 | 63300 | 0.0 | - |
| 0.4499 | 63350 | 0.0123 | - |
| 0.4502 | 63400 | 0.0001 | - |
| 0.4506 | 63450 | 0.0 | - |
| 0.4509 | 63500 | 0.0 | - |
| 0.4513 | 63550 | 0.0003 | - |
| 0.4516 | 63600 | 0.0059 | - |
| 0.4520 | 63650 | 0.0002 | - |
| 0.4523 | 63700 | 0.0004 | - |
| 0.4527 | 63750 | 0.0143 | - |
| 0.4530 | 63800 | 0.0 | - |
| 0.4534 | 63850 | 0.0011 | - |
| 0.4538 | 63900 | 0.0001 | - |
| 0.4541 | 63950 | 0.0133 | - |
| 0.4545 | 64000 | 0.2547 | - |
| 0.4548 | 64050 | 0.0001 | - |
| 0.4552 | 64100 | 0.0001 | - |
| 0.4555 | 64150 | 0.0006 | - |
| 0.4559 | 64200 | 0.0646 | - |
| 0.4562 | 64250 | 0.0001 | - |
| 0.4566 | 64300 | 0.1657 | - |
| 0.4570 | 64350 | 0.0002 | - |
| 0.4573 | 64400 | 0.0001 | - |
| 0.4577 | 64450 | 0.0092 | - |
| 0.4580 | 64500 | 0.0107 | - |
| 0.4584 | 64550 | 0.0 | - |
| 0.4587 | 64600 | 0.0075 | - |
| 0.4591 | 64650 | 0.3094 | - |
| 0.4594 | 64700 | 0.1661 | - |
| 0.4598 | 64750 | 0.0006 | - |
| 0.4601 | 64800 | 0.0002 | - |
| 0.4605 | 64850 | 0.0001 | - |
| 0.4609 | 64900 | 0.0001 | - |
| 0.4612 | 64950 | 0.0001 | - |
| 0.4616 | 65000 | 0.1146 | - |
| 0.4619 | 65050 | 0.008 | - |
| 0.4623 | 65100 | 0.0077 | - |
| 0.4626 | 65150 | 0.1083 | - |
| 0.4630 | 65200 | 0.0144 | - |
| 0.4633 | 65250 | 0.0002 | - |
| 0.4637 | 65300 | 0.0001 | - |
| 0.4641 | 65350 | 0.0003 | - |
| 0.4644 | 65400 | 0.0009 | - |
| 0.4648 | 65450 | 0.0001 | - |
| 0.4651 | 65500 | 0.0 | - |
| 0.4655 | 65550 | 0.0004 | - |
| 0.4658 | 65600 | 0.0908 | - |
| 0.4662 | 65650 | 0.0001 | - |
| 0.4665 | 65700 | 0.0099 | - |
| 0.4669 | 65750 | 0.124 | - |
| 0.4672 | 65800 | 0.0114 | - |
| 0.4676 | 65850 | 0.0001 | - |
| 0.4680 | 65900 | 0.0001 | - |
| 0.4683 | 65950 | 0.0001 | - |
| 0.4687 | 66000 | 0.0783 | - |
| 0.4690 | 66050 | 0.0169 | - |
| 0.4694 | 66100 | 0.1509 | - |
| 0.4697 | 66150 | 0.0007 | - |
| 0.4701 | 66200 | 0.0247 | - |
| 0.4704 | 66250 | 0.0008 | - |
| 0.4708 | 66300 | 0.0011 | - |
| 0.4712 | 66350 | 0.0124 | - |
| 0.4715 | 66400 | 0.0105 | - |
| 0.4719 | 66450 | 0.0 | - |
| 0.4722 | 66500 | 0.0002 | - |
| 0.4726 | 66550 | 0.0 | - |
| 0.4729 | 66600 | 0.0001 | - |
| 0.4733 | 66650 | 0.0007 | - |
| 0.4736 | 66700 | 0.0 | - |
| 0.4740 | 66750 | 0.0002 | - |
| 0.4744 | 66800 | 0.1205 | - |
| 0.4747 | 66850 | 0.0 | - |
| 0.4751 | 66900 | 0.0 | - |
| 0.4754 | 66950 | 0.0004 | - |
| 0.4758 | 67000 | 0.0003 | - |
| 0.4761 | 67050 | 0.0 | - |
| 0.4765 | 67100 | 0.0001 | - |
| 0.4768 | 67150 | 0.0003 | - |
| 0.4772 | 67200 | 0.0963 | - |
| 0.4775 | 67250 | 0.0004 | - |
| 0.4779 | 67300 | 0.0 | - |
| 0.4783 | 67350 | 0.0095 | - |
| 0.4786 | 67400 | 0.0005 | - |
| 0.4790 | 67450 | 0.0001 | - |
| 0.4793 | 67500 | 0.0002 | - |
| 0.4797 | 67550 | 0.0005 | - |
| 0.4800 | 67600 | 0.1639 | - |
| 0.4804 | 67650 | 0.1618 | - |
| 0.4807 | 67700 | 0.0 | - |
| 0.4811 | 67750 | 0.0 | - |
| 0.4815 | 67800 | 0.0 | - |
| 0.4818 | 67850 | 0.0007 | - |
| 0.4822 | 67900 | 0.0001 | - |
| 0.4825 | 67950 | 0.0002 | - |
| 0.4829 | 68000 | 0.0001 | - |
| 0.4832 | 68050 | 0.176 | - |
| 0.4836 | 68100 | 0.0003 | - |
| 0.4839 | 68150 | 0.1581 | - |
| 0.4843 | 68200 | 0.1014 | - |
| 0.4846 | 68250 | 0.0836 | - |
| 0.4850 | 68300 | 0.0153 | - |
| 0.4854 | 68350 | 0.0971 | - |
| 0.4857 | 68400 | 0.0001 | - |
| 0.4861 | 68450 | 0.0001 | - |
| 0.4864 | 68500 | 0.0137 | - |
| 0.4868 | 68550 | 0.0784 | - |
| 0.4871 | 68600 | 0.0807 | - |
| 0.4875 | 68650 | 0.0942 | - |
| 0.4878 | 68700 | 0.0001 | - |
| 0.4882 | 68750 | 0.0202 | - |
| 0.4886 | 68800 | 0.1656 | - |
| 0.4889 | 68850 | 0.0061 | - |
| 0.4893 | 68900 | 0.0 | - |
| 0.4896 | 68950 | 0.0004 | - |
| 0.4900 | 69000 | 0.3 | - |
| 0.4903 | 69050 | 0.0 | - |
| 0.4907 | 69100 | 0.0 | - |
| 0.4910 | 69150 | 0.0127 | - |
| 0.4914 | 69200 | 0.0005 | - |
| 0.4917 | 69250 | 0.0 | - |
| 0.4921 | 69300 | 0.0001 | - |
| 0.4925 | 69350 | 0.0002 | - |
| 0.4928 | 69400 | 0.0 | - |
| 0.4932 | 69450 | 0.0127 | - |
| 0.4935 | 69500 | 0.0 | - |
| 0.4939 | 69550 | 0.1103 | - |
| 0.4942 | 69600 | 0.2211 | - |
| 0.4946 | 69650 | 0.0091 | - |
| 0.4949 | 69700 | 0.0 | - |
| 0.4953 | 69750 | 0.0 | - |
| 0.4957 | 69800 | 0.0001 | - |
| 0.4960 | 69850 | 0.0 | - |
| 0.4964 | 69900 | 0.0945 | - |
| 0.4967 | 69950 | 0.0001 | - |
| 0.4971 | 70000 | 0.0108 | - |
| 0.4974 | 70050 | 0.0116 | - |
| 0.4978 | 70100 | 0.0 | - |
| 0.4981 | 70150 | 0.0 | - |
| 0.4985 | 70200 | 0.0081 | - |
| 0.4988 | 70250 | 0.0001 | - |
| 0.4992 | 70300 | 0.0001 | - |
| 0.4996 | 70350 | 0.0 | - |
| 0.4999 | 70400 | 0.0199 | - |
| 0.5003 | 70450 | 0.0002 | - |
| 0.5006 | 70500 | 0.0 | - |
| 0.5010 | 70550 | 0.0848 | - |
| 0.5013 | 70600 | 0.0001 | - |
| 0.5017 | 70650 | 0.0 | - |
| 0.5020 | 70700 | 0.0007 | - |
| 0.5024 | 70750 | 0.1656 | - |
| 0.5028 | 70800 | 0.1643 | - |
| 0.5031 | 70850 | 0.0002 | - |
| 0.5035 | 70900 | 0.0001 | - |
| 0.5038 | 70950 | 0.3115 | - |
| 0.5042 | 71000 | 0.017 | - |
| 0.5045 | 71050 | 0.1355 | - |
| 0.5049 | 71100 | 0.0002 | - |
| 0.5052 | 71150 | 0.0 | - |
| 0.5056 | 71200 | 0.0 | - |
| 0.5060 | 71250 | 0.0 | - |
| 0.5063 | 71300 | 0.0126 | - |
| 0.5067 | 71350 | 0.0002 | - |
| 0.5070 | 71400 | 0.1793 | - |
| 0.5074 | 71450 | 0.0008 | - |
| 0.5077 | 71500 | 0.0 | - |
| 0.5081 | 71550 | 0.0 | - |
| 0.5084 | 71600 | 0.014 | - |
| 0.5088 | 71650 | 0.0384 | - |
| 0.5091 | 71700 | 0.0015 | - |
| 0.5095 | 71750 | 0.0002 | - |
| 0.5099 | 71800 | 0.0001 | - |
| 0.5102 | 71850 | 0.0 | - |
| 0.5106 | 71900 | 0.0 | - |
| 0.5109 | 71950 | 0.0006 | - |
| 0.5113 | 72000 | 0.0009 | - |
| 0.5116 | 72050 | 0.1663 | - |
| 0.5120 | 72100 | 0.0 | - |
| 0.5123 | 72150 | 0.0 | - |
| 0.5127 | 72200 | 0.0002 | - |
| 0.5131 | 72250 | 0.0945 | - |
| 0.5134 | 72300 | 0.0 | - |
| 0.5138 | 72350 | 0.0004 | - |
| 0.5141 | 72400 | 0.1015 | - |
| 0.5145 | 72450 | 0.0 | - |
| 0.5148 | 72500 | 0.0969 | - |
| 0.5152 | 72550 | 0.0 | - |
| 0.5155 | 72600 | 0.0967 | - |
| 0.5159 | 72650 | 0.0001 | - |
| 0.5162 | 72700 | 0.0002 | - |
| 0.5166 | 72750 | 0.0001 | - |
| 0.5170 | 72800 | 0.0001 | - |
| 0.5173 | 72850 | 0.0 | - |
| 0.5177 | 72900 | 0.0001 | - |
| 0.5180 | 72950 | 0.0003 | - |
| 0.5184 | 73000 | 0.019 | - |
| 0.5187 | 73050 | 0.0089 | - |
| 0.5191 | 73100 | 0.0162 | - |
| 0.5194 | 73150 | 0.0161 | - |
| 0.5198 | 73200 | 0.0003 | - |
| 0.5202 | 73250 | 0.0134 | - |
| 0.5205 | 73300 | 0.012 | - |
| 0.5209 | 73350 | 0.0001 | - |
| 0.5212 | 73400 | 0.0 | - |
| 0.5216 | 73450 | 0.0 | - |
| 0.5219 | 73500 | 0.0001 | - |
| 0.5223 | 73550 | 0.0 | - |
| 0.5226 | 73600 | 0.0081 | - |
| 0.5230 | 73650 | 0.0 | - |
| 0.5233 | 73700 | 0.0002 | - |
| 0.5237 | 73750 | 0.0001 | - |
| 0.5241 | 73800 | 0.0001 | - |
| 0.5244 | 73850 | 0.0002 | - |
| 0.5248 | 73900 | 0.0 | - |
| 0.5251 | 73950 | 0.0001 | - |
| 0.5255 | 74000 | 0.0 | - |
| 0.5258 | 74050 | 0.0 | - |
| 0.5262 | 74100 | 0.011 | - |
| 0.5265 | 74150 | 0.025 | - |
| 0.5269 | 74200 | 0.0 | - |
| 0.5273 | 74250 | 0.0117 | - |
| 0.5276 | 74300 | 0.0193 | - |
| 0.5280 | 74350 | 0.0124 | - |
| 0.5283 | 74400 | 0.1662 | - |
| 0.5287 | 74450 | 0.0002 | - |
| 0.5290 | 74500 | 0.1646 | - |
| 0.5294 | 74550 | 0.0134 | - |
| 0.5297 | 74600 | 0.012 | - |
| 0.5301 | 74650 | 0.0 | - |
| 0.5304 | 74700 | 0.0003 | - |
| 0.5308 | 74750 | 0.0001 | - |
| 0.5312 | 74800 | 0.0978 | - |
| 0.5315 | 74850 | 0.0 | - |
| 0.5319 | 74900 | 0.1292 | - |
| 0.5322 | 74950 | 0.0 | - |
| 0.5326 | 75000 | 0.0 | - |
| 0.5329 | 75050 | 0.0 | - |
| 0.5333 | 75100 | 0.0 | - |
| 0.5336 | 75150 | 0.0124 | - |
| 0.5340 | 75200 | 0.0 | - |
| 0.5344 | 75250 | 0.0 | - |
| 0.5347 | 75300 | 0.0 | - |
| 0.5351 | 75350 | 0.0004 | - |
| 0.5354 | 75400 | 0.0137 | - |
| 0.5358 | 75450 | 0.0001 | - |
| 0.5361 | 75500 | 0.0005 | - |
| 0.5365 | 75550 | 0.0011 | - |
| 0.5368 | 75600 | 0.0001 | - |
| 0.5372 | 75650 | 0.1663 | - |
| 0.5376 | 75700 | 0.0104 | - |
| 0.5379 | 75750 | 0.1662 | - |
| 0.5383 | 75800 | 0.0005 | - |
| 0.5386 | 75850 | 0.0004 | - |
| 0.5390 | 75900 | 0.0112 | - |
| 0.5393 | 75950 | 0.0007 | - |
| 0.5397 | 76000 | 0.4182 | - |
| 0.5400 | 76050 | 0.0003 | - |
| 0.5404 | 76100 | 0.1851 | - |
| 0.5407 | 76150 | 0.0237 | - |
| 0.5411 | 76200 | 0.0003 | - |
| 0.5415 | 76250 | 0.0003 | - |
| 0.5418 | 76300 | 0.0 | - |
| 0.5422 | 76350 | 0.0004 | - |
| 0.5425 | 76400 | 0.0 | - |
| 0.5429 | 76450 | 0.0001 | - |
| 0.5432 | 76500 | 0.0003 | - |
| 0.5436 | 76550 | 0.0002 | - |
| 0.5439 | 76600 | 0.1607 | - |
| 0.5443 | 76650 | 0.0001 | - |
| 0.5447 | 76700 | 0.0 | - |
| 0.5450 | 76750 | 0.0001 | - |
| 0.5454 | 76800 | 0.0003 | - |
| 0.5457 | 76850 | 0.0888 | - |
| 0.5461 | 76900 | 0.0002 | - |
| 0.5464 | 76950 | 0.0001 | - |
| 0.5468 | 77000 | 0.0895 | - |
| 0.5471 | 77050 | 0.0003 | - |
| 0.5475 | 77100 | 0.0001 | - |
| 0.5478 | 77150 | 0.0146 | - |
| 0.5482 | 77200 | 0.0001 | - |
| 0.5486 | 77250 | 0.1302 | - |
| 0.5489 | 77300 | 0.0085 | - |
| 0.5493 | 77350 | 0.0 | - |
| 0.5496 | 77400 | 0.0185 | - |
| 0.5500 | 77450 | 0.0004 | - |
| 0.5503 | 77500 | 0.0 | - |
| 0.5507 | 77550 | 0.0 | - |
| 0.5510 | 77600 | 0.0919 | - |
| 0.5514 | 77650 | 0.0247 | - |
| 0.5518 | 77700 | 0.0197 | - |
| 0.5521 | 77750 | 0.0 | - |
| 0.5525 | 77800 | 0.0 | - |
| 0.5528 | 77850 | 0.0002 | - |
| 0.5532 | 77900 | 0.0 | - |
| 0.5535 | 77950 | 0.0 | - |
| 0.5539 | 78000 | 0.0 | - |
| 0.5542 | 78050 | 0.1661 | - |
| 0.5546 | 78100 | 0.0 | - |
| 0.5549 | 78150 | 0.0173 | - |
| 0.5553 | 78200 | 0.0 | - |
| 0.5557 | 78250 | 0.0002 | - |
| 0.5560 | 78300 | 0.0141 | - |
| 0.5564 | 78350 | 0.0642 | - |
| 0.5567 | 78400 | 0.0217 | - |
| 0.5571 | 78450 | 0.0832 | - |
| 0.5574 | 78500 | 0.001 | - |
| 0.5578 | 78550 | 0.0528 | - |
| 0.5581 | 78600 | 0.0014 | - |
| 0.5585 | 78650 | 0.0168 | - |
| 0.5589 | 78700 | 0.062 | - |
| 0.5592 | 78750 | 0.0038 | - |
| 0.5596 | 78800 | 0.0008 | - |
| 0.5599 | 78850 | 0.0523 | - |
| 0.5603 | 78900 | 0.0001 | - |
| 0.5606 | 78950 | 0.0002 | - |
| 0.5610 | 79000 | 0.0448 | - |
| 0.5613 | 79050 | 0.0003 | - |
| 0.5617 | 79100 | 0.0 | - |
| 0.5620 | 79150 | 0.0001 | - |
| 0.5624 | 79200 | 0.0008 | - |
| 0.5628 | 79250 | 0.005 | - |
| 0.5631 | 79300 | 0.0001 | - |
| 0.5635 | 79350 | 0.0517 | - |
| 0.5638 | 79400 | 0.0193 | - |
| 0.5642 | 79450 | 0.0001 | - |
| 0.5645 | 79500 | 0.0624 | - |
| 0.5649 | 79550 | 0.0667 | - |
| 0.5652 | 79600 | 0.0004 | - |
| 0.5656 | 79650 | 0.0065 | - |
| 0.5660 | 79700 | 0.0001 | - |
| 0.5663 | 79750 | 0.0 | - |
| 0.5667 | 79800 | 0.0 | - |
| 0.5670 | 79850 | 0.0 | - |
| 0.5674 | 79900 | 0.0001 | - |
| 0.5677 | 79950 | 0.0005 | - |
| 0.5681 | 80000 | 0.1662 | - |
| 0.5684 | 80050 | 0.0001 | - |
| 0.5688 | 80100 | 0.0002 | - |
| 0.5692 | 80150 | 0.0 | - |
| 0.5695 | 80200 | 0.0 | - |
| 0.5699 | 80250 | 0.0001 | - |
| 0.5702 | 80300 | 0.0001 | - |
| 0.5706 | 80350 | 0.0003 | - |
| 0.5709 | 80400 | 0.0001 | - |
| 0.5713 | 80450 | 0.0005 | - |
| 0.5716 | 80500 | 0.0 | - |
| 0.5720 | 80550 | 0.1636 | - |
| 0.5723 | 80600 | 0.0005 | - |
| 0.5727 | 80650 | 0.0003 | - |
| 0.5731 | 80700 | 0.1658 | - |
| 0.5734 | 80750 | 0.0001 | - |
| 0.5738 | 80800 | 0.0002 | - |
| 0.5741 | 80850 | 0.0113 | - |
| 0.5745 | 80900 | 0.0001 | - |
| 0.5748 | 80950 | 0.1036 | - |
| 0.5752 | 81000 | 0.0004 | - |
| 0.5755 | 81050 | 0.0 | - |
| 0.5759 | 81100 | 0.0002 | - |
| 0.5763 | 81150 | 0.0097 | - |
| 0.5766 | 81200 | 0.0001 | - |
| 0.5770 | 81250 | 0.0001 | - |
| 0.5773 | 81300 | 0.0 | - |
| 0.5777 | 81350 | 0.0123 | - |
| 0.5780 | 81400 | 0.0194 | - |
| 0.5784 | 81450 | 0.0001 | - |
| 0.5787 | 81500 | 0.0006 | - |
| 0.5791 | 81550 | 0.0 | - |
| 0.5794 | 81600 | 0.0447 | - |
| 0.5798 | 81650 | 0.0003 | - |
| 0.5802 | 81700 | 0.0094 | - |
| 0.5805 | 81750 | 0.0007 | - |
| 0.5809 | 81800 | 0.0003 | - |
| 0.5812 | 81850 | 0.016 | - |
| 0.5816 | 81900 | 0.1646 | - |
| 0.5819 | 81950 | 0.0 | - |
| 0.5823 | 82000 | 0.0 | - |
| 0.5826 | 82050 | 0.0 | - |
| 0.5830 | 82100 | 0.0003 | - |
| 0.5834 | 82150 | 0.0241 | - |
| 0.5837 | 82200 | 0.0001 | - |
| 0.5841 | 82250 | 0.1058 | - |
| 0.5844 | 82300 | 0.0001 | - |
| 0.5848 | 82350 | 0.0139 | - |
| 0.5851 | 82400 | 0.0089 | - |
| 0.5855 | 82450 | 0.0912 | - |
| 0.5858 | 82500 | 0.0001 | - |
| 0.5862 | 82550 | 0.0001 | - |
| 0.5865 | 82600 | 0.0 | - |
| 0.5869 | 82650 | 0.0002 | - |
| 0.5873 | 82700 | 0.0927 | - |
| 0.5876 | 82750 | 0.0001 | - |
| 0.5880 | 82800 | 0.0831 | - |
| 0.5883 | 82850 | 0.0001 | - |
| 0.5887 | 82900 | 0.0001 | - |
| 0.5890 | 82950 | 0.0002 | - |
| 0.5894 | 83000 | 0.166 | - |
| 0.5897 | 83050 | 0.0001 | - |
| 0.5901 | 83100 | 0.0125 | - |
| 0.5905 | 83150 | 0.0 | - |
| 0.5908 | 83200 | 0.0 | - |
| 0.5912 | 83250 | 0.0 | - |
| 0.5915 | 83300 | 0.0003 | - |
| 0.5919 | 83350 | 0.0005 | - |
| 0.5922 | 83400 | 0.0004 | - |
| 0.5926 | 83450 | 0.0 | - |
| 0.5929 | 83500 | 0.0 | - |
| 0.5933 | 83550 | 0.0 | - |
| 0.5936 | 83600 | 0.0094 | - |
| 0.5940 | 83650 | 0.0001 | - |
| 0.5944 | 83700 | 0.0002 | - |
| 0.5947 | 83750 | 0.015 | - |
| 0.5951 | 83800 | 0.0005 | - |
| 0.5954 | 83850 | 0.0857 | - |
| 0.5958 | 83900 | 0.0001 | - |
| 0.5961 | 83950 | 0.0002 | - |
| 0.5965 | 84000 | 0.0192 | - |
| 0.5968 | 84050 | 0.0 | - |
| 0.5972 | 84100 | 0.0 | - |
| 0.5976 | 84150 | 0.0 | - |
| 0.5979 | 84200 | 0.0001 | - |
| 0.5983 | 84250 | 0.0902 | - |
| 0.5986 | 84300 | 0.0117 | - |
| 0.5990 | 84350 | 0.0296 | - |
| 0.5993 | 84400 | 0.0001 | - |
| 0.5997 | 84450 | 0.1541 | - |
| 0.6000 | 84500 | 0.0005 | - |
| 0.6004 | 84550 | 0.0 | - |
| 0.6007 | 84600 | 0.0053 | - |
| 0.6011 | 84650 | 0.0003 | - |
| 0.6015 | 84700 | 0.0002 | - |
| 0.6018 | 84750 | 0.0929 | - |
| 0.6022 | 84800 | 0.0002 | - |
| 0.6025 | 84850 | 0.0001 | - |
| 0.6029 | 84900 | 0.0003 | - |
| 0.6032 | 84950 | 0.0 | - |
| 0.6036 | 85000 | 0.0003 | - |
| 0.6039 | 85050 | 0.0099 | - |
| 0.6043 | 85100 | 0.0002 | - |
| 0.6047 | 85150 | 0.0 | - |
| 0.6050 | 85200 | 0.0003 | - |
| 0.6054 | 85250 | 0.1808 | - |
| 0.6057 | 85300 | 0.0003 | - |
| 0.6061 | 85350 | 0.0 | - |
| 0.6064 | 85400 | 0.0002 | - |
| 0.6068 | 85450 | 0.0003 | - |
| 0.6071 | 85500 | 0.0001 | - |
| 0.6075 | 85550 | 0.0001 | - |
| 0.6079 | 85600 | 0.0093 | - |
| 0.6082 | 85650 | 0.0 | - |
| 0.6086 | 85700 | 0.0 | - |
| 0.6089 | 85750 | 0.0 | - |
| 0.6093 | 85800 | 0.0063 | - |
| 0.6096 | 85850 | 0.0014 | - |
| 0.6100 | 85900 | 0.1611 | - |
| 0.6103 | 85950 | 0.0007 | - |
| 0.6107 | 86000 | 0.0003 | - |
| 0.6110 | 86050 | 0.0813 | - |
| 0.6114 | 86100 | 0.0 | - |
| 0.6118 | 86150 | 0.0004 | - |
| 0.6121 | 86200 | 0.0864 | - |
| 0.6125 | 86250 | 0.0141 | - |
| 0.6128 | 86300 | 0.0111 | - |
| 0.6132 | 86350 | 0.0 | - |
| 0.6135 | 86400 | 0.1659 | - |
| 0.6139 | 86450 | 0.1663 | - |
| 0.6142 | 86500 | 0.0 | - |
| 0.6146 | 86550 | 0.0002 | - |
| 0.6150 | 86600 | 0.0002 | - |
| 0.6153 | 86650 | 0.1663 | - |
| 0.6157 | 86700 | 0.0001 | - |
| 0.6160 | 86750 | 0.0 | - |
| 0.6164 | 86800 | 0.0001 | - |
| 0.6167 | 86850 | 0.0 | - |
| 0.6171 | 86900 | 0.0001 | - |
| 0.6174 | 86950 | 0.1151 | - |
| 0.6178 | 87000 | 0.0071 | - |
| 0.6181 | 87050 | 0.0002 | - |
| 0.6185 | 87100 | 0.0001 | - |
| 0.6189 | 87150 | 0.0001 | - |
| 0.6192 | 87200 | 0.0001 | - |
| 0.6196 | 87250 | 0.2693 | - |
| 0.6199 | 87300 | 0.006 | - |
| 0.6203 | 87350 | 0.0 | - |
| 0.6206 | 87400 | 0.0 | - |
| 0.6210 | 87450 | 0.0001 | - |
| 0.6213 | 87500 | 0.0 | - |
| 0.6217 | 87550 | 0.0001 | - |
| 0.6221 | 87600 | 0.109 | - |
| 0.6224 | 87650 | 0.0 | - |
| 0.6228 | 87700 | 0.0084 | - |
| 0.6231 | 87750 | 0.0 | - |
| 0.6235 | 87800 | 0.0001 | - |
| 0.6238 | 87850 | 0.0195 | - |
| 0.6242 | 87900 | 0.0228 | - |
| 0.6245 | 87950 | 0.0799 | - |
| 0.6249 | 88000 | 0.0 | - |
| 0.6252 | 88050 | 0.0961 | - |
| 0.6256 | 88100 | 0.0001 | - |
| 0.6260 | 88150 | 0.0 | - |
| 0.6263 | 88200 | 0.0123 | - |
| 0.6267 | 88250 | 0.0002 | - |
| 0.6270 | 88300 | 0.0165 | - |
| 0.6274 | 88350 | 0.0001 | - |
| 0.6277 | 88400 | 0.0156 | - |
| 0.6281 | 88450 | 0.1808 | - |
| 0.6284 | 88500 | 0.0888 | - |
| 0.6288 | 88550 | 0.0161 | - |
| 0.6292 | 88600 | 0.033 | - |
| 0.6295 | 88650 | 0.0001 | - |
| 0.6299 | 88700 | 0.0952 | - |
| 0.6302 | 88750 | 0.0 | - |
| 0.6306 | 88800 | 0.0 | - |
| 0.6309 | 88850 | 0.0 | - |
| 0.6313 | 88900 | 0.0 | - |
| 0.6316 | 88950 | 0.0 | - |
| 0.6320 | 89000 | 0.0144 | - |
| 0.6323 | 89050 | 0.0832 | - |
| 0.6327 | 89100 | 0.0 | - |
| 0.6331 | 89150 | 0.0152 | - |
| 0.6334 | 89200 | 0.093 | - |
| 0.6338 | 89250 | 0.0 | - |
| 0.6341 | 89300 | 0.0001 | - |
| 0.6345 | 89350 | 0.0001 | - |
| 0.6348 | 89400 | 0.0 | - |
| 0.6352 | 89450 | 0.0002 | - |
| 0.6355 | 89500 | 0.0 | - |
| 0.6359 | 89550 | 0.0001 | - |
| 0.6363 | 89600 | 0.0182 | - |
| 0.6366 | 89650 | 0.0 | - |
| 0.6370 | 89700 | 0.0187 | - |
| 0.6373 | 89750 | 0.018 | - |
| 0.6377 | 89800 | 0.0176 | - |
| 0.6380 | 89850 | 0.0943 | - |
| 0.6384 | 89900 | 0.0817 | - |
| 0.6387 | 89950 | 0.0 | - |
| 0.6391 | 90000 | 0.0119 | - |
| 0.6395 | 90050 | 0.0107 | - |
| 0.6398 | 90100 | 0.0001 | - |
| 0.6402 | 90150 | 0.1661 | - |
| 0.6405 | 90200 | 0.0001 | - |
| 0.6409 | 90250 | 0.0829 | - |
| 0.6412 | 90300 | 0.0001 | - |
| 0.6416 | 90350 | 0.0001 | - |
| 0.6419 | 90400 | 0.0 | - |
| 0.6423 | 90450 | 0.0 | - |
| 0.6426 | 90500 | 0.0001 | - |
| 0.6430 | 90550 | 0.0001 | - |
| 0.6434 | 90600 | 0.0 | - |
| 0.6437 | 90650 | 0.0 | - |
| 0.6441 | 90700 | 0.0001 | - |
| 0.6444 | 90750 | 0.0142 | - |
| 0.6448 | 90800 | 0.0 | - |
| 0.6451 | 90850 | 0.0 | - |
| 0.6455 | 90900 | 0.0 | - |
| 0.6458 | 90950 | 0.0005 | - |
| 0.6462 | 91000 | 0.0005 | - |
| 0.6466 | 91050 | 0.0 | - |
| 0.6469 | 91100 | 0.0001 | - |
| 0.6473 | 91150 | 0.272 | - |
| 0.6476 | 91200 | 0.0001 | - |
| 0.6480 | 91250 | 0.0 | - |
| 0.6483 | 91300 | 0.0 | - |
| 0.6487 | 91350 | 0.0994 | - |
| 0.6490 | 91400 | 0.0001 | - |
| 0.6494 | 91450 | 0.1663 | - |
| 0.6497 | 91500 | 0.1656 | - |
| 0.6501 | 91550 | 0.0012 | - |
| 0.6505 | 91600 | 0.0 | - |
| 0.6508 | 91650 | 0.0013 | - |
| 0.6512 | 91700 | 0.3217 | - |
| 0.6515 | 91750 | 0.0003 | - |
| 0.6519 | 91800 | 0.0003 | - |
| 0.6522 | 91850 | 0.1054 | - |
| 0.6526 | 91900 | 0.0 | - |
| 0.6529 | 91950 | 0.0262 | - |
| 0.6533 | 92000 | 0.0 | - |
| 0.6537 | 92050 | 0.0934 | - |
| 0.6540 | 92100 | 0.0001 | - |
| 0.6544 | 92150 | 0.0 | - |
| 0.6547 | 92200 | 0.0936 | - |
| 0.6551 | 92250 | 0.0 | - |
| 0.6554 | 92300 | 0.0293 | - |
| 0.6558 | 92350 | 0.0 | - |
| 0.6561 | 92400 | 0.0 | - |
| 0.6565 | 92450 | 0.0827 | - |
| 0.6568 | 92500 | 0.0 | - |
| 0.6572 | 92550 | 0.0759 | - |
| 0.6576 | 92600 | 0.0 | - |
| 0.6579 | 92650 | 0.0265 | - |
| 0.6583 | 92700 | 0.0199 | - |
| 0.6586 | 92750 | 0.1661 | - |
| 0.6590 | 92800 | 0.0 | - |
| 0.6593 | 92850 | 0.0001 | - |
| 0.6597 | 92900 | 0.0007 | - |
| 0.6600 | 92950 | 0.0001 | - |
| 0.6604 | 93000 | 0.0 | - |
| 0.6608 | 93050 | 0.0157 | - |
| 0.6611 | 93100 | 0.0 | - |
| 0.6615 | 93150 | 0.0 | - |
| 0.6618 | 93200 | 0.0211 | - |
| 0.6622 | 93250 | 0.0001 | - |
| 0.6625 | 93300 | 0.0003 | - |
| 0.6629 | 93350 | 0.0003 | - |
| 0.6632 | 93400 | 0.0 | - |
| 0.6636 | 93450 | 0.0 | - |
| 0.6639 | 93500 | 0.0122 | - |
| 0.6643 | 93550 | 0.0163 | - |
| 0.6647 | 93600 | 0.0 | - |
| 0.6650 | 93650 | 0.0262 | - |
| 0.6654 | 93700 | 0.0 | - |
| 0.6657 | 93750 | 0.0147 | - |
| 0.6661 | 93800 | 0.0128 | - |
| 0.6664 | 93850 | 0.0 | - |
| 0.6668 | 93900 | 0.0 | - |
| 0.6671 | 93950 | 0.0001 | - |
| 0.6675 | 94000 | 0.0001 | - |
| 0.6679 | 94050 | 0.0003 | - |
| 0.6682 | 94100 | 0.0132 | - |
| 0.6686 | 94150 | 0.0 | - |
| 0.6689 | 94200 | 0.0 | - |
| 0.6693 | 94250 | 0.0208 | - |
| 0.6696 | 94300 | 0.0 | - |
| 0.6700 | 94350 | 0.0001 | - |
| 0.6703 | 94400 | 0.0 | - |
| 0.6707 | 94450 | 0.0001 | - |
| 0.6711 | 94500 | 0.1785 | - |
| 0.6714 | 94550 | 0.0096 | - |
| 0.6718 | 94600 | 0.0 | - |
| 0.6721 | 94650 | 0.0165 | - |
| 0.6725 | 94700 | 0.0 | - |
| 0.6728 | 94750 | 0.0 | - |
| 0.6732 | 94800 | 0.0001 | - |
| 0.6735 | 94850 | 0.0 | - |
| 0.6739 | 94900 | 0.0 | - |
| 0.6742 | 94950 | 0.0 | - |
| 0.6746 | 95000 | 0.0 | - |
| 0.6750 | 95050 | 0.0002 | - |
| 0.6753 | 95100 | 0.1664 | - |
| 0.6757 | 95150 | 0.0 | - |
| 0.6760 | 95200 | 0.0974 | - |
| 0.6764 | 95250 | 0.0 | - |
| 0.6767 | 95300 | 0.0 | - |
| 0.6771 | 95350 | 0.0 | - |
| 0.6774 | 95400 | 0.0 | - |
| 0.6778 | 95450 | 0.0002 | - |
| 0.6782 | 95500 | 0.0097 | - |
| 0.6785 | 95550 | 0.0445 | - |
| 0.6789 | 95600 | 0.0 | - |
| 0.6792 | 95650 | 0.0189 | - |
| 0.6796 | 95700 | 0.0001 | - |
| 0.6799 | 95750 | 0.0 | - |
| 0.6803 | 95800 | 0.0 | - |
| 0.6806 | 95850 | 0.0 | - |
| 0.6810 | 95900 | 0.0 | - |
| 0.6813 | 95950 | 0.0 | - |
| 0.6817 | 96000 | 0.0357 | - |
| 0.6821 | 96050 | 0.0 | - |
| 0.6824 | 96100 | 0.0673 | - |
| 0.6828 | 96150 | 0.0 | - |
| 0.6831 | 96200 | 0.0708 | - |
| 0.6835 | 96250 | 0.0898 | - |
| 0.6838 | 96300 | 0.02 | - |
| 0.6842 | 96350 | 0.0138 | - |
| 0.6845 | 96400 | 0.1033 | - |
| 0.6849 | 96450 | 0.0 | - |
| 0.6853 | 96500 | 0.0 | - |
| 0.6856 | 96550 | 0.0 | - |
| 0.6860 | 96600 | 0.0159 | - |
| 0.6863 | 96650 | 0.0001 | - |
| 0.6867 | 96700 | 0.0 | - |
| 0.6870 | 96750 | 0.0137 | - |
| 0.6874 | 96800 | 0.0153 | - |
| 0.6877 | 96850 | 0.1001 | - |
| 0.6881 | 96900 | 0.0 | - |
| 0.6884 | 96950 | 0.1659 | - |
| 0.6888 | 97000 | 0.0 | - |
| 0.6892 | 97050 | 0.0 | - |
| 0.6895 | 97100 | 0.0742 | - |
| 0.6899 | 97150 | 0.0 | - |
| 0.6902 | 97200 | 0.0679 | - |
| 0.6906 | 97250 | 0.0153 | - |
| 0.6909 | 97300 | 0.1064 | - |
| 0.6913 | 97350 | 0.0 | - |
| 0.6916 | 97400 | 0.0 | - |
| 0.6920 | 97450 | 0.0001 | - |
| 0.6924 | 97500 | 0.0 | - |
| 0.6927 | 97550 | 0.0 | - |
| 0.6931 | 97600 | 0.0 | - |
| 0.6934 | 97650 | 0.1007 | - |
| 0.6938 | 97700 | 0.0117 | - |
| 0.6941 | 97750 | 0.0 | - |
| 0.6945 | 97800 | 0.0 | - |
| 0.6948 | 97850 | 0.0059 | - |
| 0.6952 | 97900 | 0.1659 | - |
| 0.6955 | 97950 | 0.0 | - |
| 0.6959 | 98000 | 0.1046 | - |
| 0.6963 | 98050 | 0.0293 | - |
| 0.6966 | 98100 | 0.0 | - |
| 0.6970 | 98150 | 0.0147 | - |
| 0.6973 | 98200 | 0.0147 | - |
| 0.6977 | 98250 | 0.0129 | - |
| 0.6980 | 98300 | 0.0 | - |
| 0.6984 | 98350 | 0.0147 | - |
| 0.6987 | 98400 | 0.0 | - |
| 0.6991 | 98450 | 0.0 | - |
| 0.6995 | 98500 | 0.0145 | - |
| 0.6998 | 98550 | 0.0136 | - |
| 0.7002 | 98600 | 0.0 | - |
| 0.7005 | 98650 | 0.2521 | - |
| 0.7009 | 98700 | 0.0 | - |
| 0.7012 | 98750 | 0.0 | - |
| 0.7016 | 98800 | 0.0633 | - |
| 0.7019 | 98850 | 0.0657 | - |
| 0.7023 | 98900 | 0.0 | - |
| 0.7027 | 98950 | 0.0005 | - |
| 0.7030 | 99000 | 0.0153 | - |
| 0.7034 | 99050 | 0.0 | - |
| 0.7037 | 99100 | 0.0 | - |
| 0.7041 | 99150 | 0.0004 | - |
| 0.7044 | 99200 | 0.0298 | - |
| 0.7048 | 99250 | 0.1947 | - |
| 0.7051 | 99300 | 0.0998 | - |
| 0.7055 | 99350 | 0.0134 | - |
| 0.7058 | 99400 | 0.0127 | - |
| 0.7062 | 99450 | 0.0 | - |
| 0.7066 | 99500 | 0.0 | - |
| 0.7069 | 99550 | 0.0093 | - |
| 0.7073 | 99600 | 0.0 | - |
| 0.7076 | 99650 | 0.0002 | - |
| 0.7080 | 99700 | 0.1061 | - |
| 0.7083 | 99750 | 0.0091 | - |
| 0.7087 | 99800 | 0.0 | - |
| 0.7090 | 99850 | 0.0419 | - |
| 0.7094 | 99900 | 0.0117 | - |
| 0.7098 | 99950 | 0.0 | - |
| 0.7101 | 100000 | 0.0 | - |
| 0.7105 | 100050 | 0.1781 | - |
| 0.7108 | 100100 | 0.0002 | - |
| 0.7112 | 100150 | 0.0114 | - |
| 0.7115 | 100200 | 0.0 | - |
| 0.7119 | 100250 | 0.0099 | - |
| 0.7122 | 100300 | 0.0 | - |
| 0.7126 | 100350 | 0.0001 | - |
| 0.7129 | 100400 | 0.0001 | - |
| 0.7133 | 100450 | 0.0142 | - |
| 0.7137 | 100500 | 0.0 | - |
| 0.7140 | 100550 | 0.1041 | - |
| 0.7144 | 100600 | 0.0 | - |
| 0.7147 | 100650 | 0.0 | - |
| 0.7151 | 100700 | 0.0128 | - |
| 0.7154 | 100750 | 0.0003 | - |
| 0.7158 | 100800 | 0.0143 | - |
| 0.7161 | 100850 | 0.092 | - |
| 0.7165 | 100900 | 0.0 | - |
| 0.7169 | 100950 | 0.0095 | - |
| 0.7172 | 101000 | 0.1635 | - |
| 0.7176 | 101050 | 0.0984 | - |
| 0.7179 | 101100 | 0.0075 | - |
| 0.7183 | 101150 | 0.0759 | - |
| 0.7186 | 101200 | 0.0187 | - |
| 0.7190 | 101250 | 0.1127 | - |
| 0.7193 | 101300 | 0.0 | - |
| 0.7197 | 101350 | 0.0003 | - |
| 0.7200 | 101400 | 0.1003 | - |
| 0.7204 | 101450 | 0.0084 | - |
| 0.7208 | 101500 | 0.0 | - |
| 0.7211 | 101550 | 0.0 | - |
| 0.7215 | 101600 | 0.0 | - |
| 0.7218 | 101650 | 0.0 | - |
| 0.7222 | 101700 | 0.0 | - |
| 0.7225 | 101750 | 0.0001 | - |
| 0.7229 | 101800 | 0.0 | - |
| 0.7232 | 101850 | 0.0002 | - |
| 0.7236 | 101900 | 0.0 | - |
| 0.7240 | 101950 | 0.0115 | - |
| 0.7243 | 102000 | 0.0004 | - |
| 0.7247 | 102050 | 0.0 | - |
| 0.7250 | 102100 | 0.0098 | - |
| 0.7254 | 102150 | 0.0 | - |
| 0.7257 | 102200 | 0.0001 | - |
| 0.7261 | 102250 | 0.0001 | - |
| 0.7264 | 102300 | 0.0 | - |
| 0.7268 | 102350 | 0.0004 | - |
| 0.7271 | 102400 | 0.0 | - |
| 0.7275 | 102450 | 0.0 | - |
| 0.7279 | 102500 | 0.0 | - |
| 0.7282 | 102550 | 0.017 | - |
| 0.7286 | 102600 | 0.0 | - |
| 0.7289 | 102650 | 0.0001 | - |
| 0.7293 | 102700 | 0.0 | - |
| 0.7296 | 102750 | 0.0 | - |
| 0.7300 | 102800 | 0.0 | - |
| 0.7303 | 102850 | 0.0001 | - |
| 0.7307 | 102900 | 0.0 | - |
| 0.7311 | 102950 | 0.0 | - |
| 0.7314 | 103000 | 0.0001 | - |
| 0.7318 | 103050 | 0.1723 | - |
| 0.7321 | 103100 | 0.0068 | - |
| 0.7325 | 103150 | 0.0 | - |
| 0.7328 | 103200 | 0.0002 | - |
| 0.7332 | 103250 | 0.1657 | - |
| 0.7335 | 103300 | 0.1076 | - |
| 0.7339 | 103350 | 0.0 | - |
| 0.7342 | 103400 | 0.0 | - |
| 0.7346 | 103450 | 0.0 | - |
| 0.7350 | 103500 | 0.0 | - |
| 0.7353 | 103550 | 0.0082 | - |
| 0.7357 | 103600 | 0.0 | - |
| 0.7360 | 103650 | 0.1624 | - |
| 0.7364 | 103700 | 0.0 | - |
| 0.7367 | 103750 | 0.0 | - |
| 0.7371 | 103800 | 0.0266 | - |
| 0.7374 | 103850 | 0.0 | - |
| 0.7378 | 103900 | 0.0 | - |
| 0.7382 | 103950 | 0.0 | - |
| 0.7385 | 104000 | 0.014 | - |
| 0.7389 | 104050 | 0.0158 | - |
| 0.7392 | 104100 | 0.0337 | - |
| 0.7396 | 104150 | 0.0181 | - |
| 0.7399 | 104200 | 0.0001 | - |
| 0.7403 | 104250 | 0.0802 | - |
| 0.7406 | 104300 | 0.0 | - |
| 0.7410 | 104350 | 0.0 | - |
| 0.7414 | 104400 | 0.0155 | - |
| 0.7417 | 104450 | 0.0 | - |
| 0.7421 | 104500 | 0.0 | - |
| 0.7424 | 104550 | 0.0 | - |
| 0.7428 | 104600 | 0.0 | - |
| 0.7431 | 104650 | 0.0002 | - |
| 0.7435 | 104700 | 0.0121 | - |
| 0.7438 | 104750 | 0.01 | - |
| 0.7442 | 104800 | 0.0981 | - |
| 0.7445 | 104850 | 0.0 | - |
| 0.7449 | 104900 | 0.0 | - |
| 0.7453 | 104950 | 0.0 | - |
| 0.7456 | 105000 | 0.0 | - |
| 0.7460 | 105050 | 0.0 | - |
| 0.7463 | 105100 | 0.0 | - |
| 0.7467 | 105150 | 0.0183 | - |
| 0.7470 | 105200 | 0.0779 | - |
| 0.7474 | 105250 | 0.0 | - |
| 0.7477 | 105300 | 0.0 | - |
| 0.7481 | 105350 | 0.0 | - |
| 0.7485 | 105400 | 0.0808 | - |
| 0.7488 | 105450 | 0.0 | - |
| 0.7492 | 105500 | 0.0896 | - |
| 0.7495 | 105550 | 0.0 | - |
| 0.7499 | 105600 | 0.0 | - |
| 0.7502 | 105650 | 0.0225 | - |
| 0.7506 | 105700 | 0.0 | - |
| 0.7509 | 105750 | 0.0232 | - |
| 0.7513 | 105800 | 0.0662 | - |
| 0.7516 | 105850 | 0.0131 | - |
| 0.7520 | 105900 | 0.0 | - |
| 0.7524 | 105950 | 0.0 | - |
| 0.7527 | 106000 | 0.0921 | - |
| 0.7531 | 106050 | 0.0 | - |
| 0.7534 | 106100 | 0.021 | - |
| 0.7538 | 106150 | 0.0 | - |
| 0.7541 | 106200 | 0.0 | - |
| 0.7545 | 106250 | 0.0099 | - |
| 0.7548 | 106300 | 0.0933 | - |
| 0.7552 | 106350 | 0.0927 | - |
| 0.7556 | 106400 | 0.0 | - |
| 0.7559 | 106450 | 0.0 | - |
| 0.7563 | 106500 | 0.0188 | - |
| 0.7566 | 106550 | 0.0 | - |
| 0.7570 | 106600 | 0.0671 | - |
| 0.7573 | 106650 | 0.0151 | - |
| 0.7577 | 106700 | 0.0 | - |
| 0.7580 | 106750 | 0.0 | - |
| 0.7584 | 106800 | 0.0192 | - |
| 0.7587 | 106850 | 0.0 | - |
| 0.7591 | 106900 | 0.0 | - |
| 0.7595 | 106950 | 0.0 | - |
| 0.7598 | 107000 | 0.0 | - |
| 0.7602 | 107050 | 0.0 | - |
| 0.7605 | 107100 | 0.0135 | - |
| 0.7609 | 107150 | 0.0124 | - |
| 0.7612 | 107200 | 0.0 | - |
| 0.7616 | 107250 | 0.1719 | - |
| 0.7619 | 107300 | 0.0001 | - |
| 0.7623 | 107350 | 0.0185 | - |
| 0.7627 | 107400 | 0.0 | - |
| 0.7630 | 107450 | 0.112 | - |
| 0.7634 | 107500 | 0.1485 | - |
| 0.7637 | 107550 | 0.0 | - |
| 0.7641 | 107600 | 0.0 | - |
| 0.7644 | 107650 | 0.0133 | - |
| 0.7648 | 107700 | 0.083 | - |
| 0.7651 | 107750 | 0.1065 | - |
| 0.7655 | 107800 | 0.0 | - |
| 0.7658 | 107850 | 0.0 | - |
| 0.7662 | 107900 | 0.0 | - |
| 0.7666 | 107950 | 0.0 | - |
| 0.7669 | 108000 | 0.0 | - |
| 0.7673 | 108050 | 0.0107 | - |
| 0.7676 | 108100 | 0.0 | - |
| 0.7680 | 108150 | 0.0 | - |
| 0.7683 | 108200 | 0.0215 | - |
| 0.7687 | 108250 | 0.0 | - |
| 0.7690 | 108300 | 0.0 | - |
| 0.7694 | 108350 | 0.0 | - |
| 0.7698 | 108400 | 0.0838 | - |
| 0.7701 | 108450 | 0.0 | - |
| 0.7705 | 108500 | 0.0 | - |
| 0.7708 | 108550 | 0.0154 | - |
| 0.7712 | 108600 | 0.0 | - |
| 0.7715 | 108650 | 0.0 | - |
| 0.7719 | 108700 | 0.1662 | - |
| 0.7722 | 108750 | 0.0122 | - |
| 0.7726 | 108800 | 0.0 | - |
| 0.7730 | 108850 | 0.0 | - |
| 0.7733 | 108900 | 0.0 | - |
| 0.7737 | 108950 | 0.0 | - |
| 0.7740 | 109000 | 0.0781 | - |
| 0.7744 | 109050 | 0.0588 | - |
| 0.7747 | 109100 | 0.016 | - |
| 0.7751 | 109150 | 0.0003 | - |
| 0.7754 | 109200 | 0.0001 | - |
| 0.7758 | 109250 | 0.0 | - |
| 0.7761 | 109300 | 0.0796 | - |
| 0.7765 | 109350 | 0.0 | - |
| 0.7769 | 109400 | 0.0166 | - |
| 0.7772 | 109450 | 0.0 | - |
| 0.7776 | 109500 | 0.0835 | - |
| 0.7779 | 109550 | 0.0 | - |
| 0.7783 | 109600 | 0.0142 | - |
| 0.7786 | 109650 | 0.0139 | - |
| 0.7790 | 109700 | 0.0844 | - |
| 0.7793 | 109750 | 0.0001 | - |
| 0.7797 | 109800 | 0.0 | - |
| 0.7801 | 109850 | 0.0883 | - |
| 0.7804 | 109900 | 0.0 | - |
| 0.7808 | 109950 | 0.0 | - |
| 0.7811 | 110000 | 0.0 | - |
| 0.7815 | 110050 | 0.0102 | - |
| 0.7818 | 110100 | 0.0 | - |
| 0.7822 | 110150 | 0.0 | - |
| 0.7825 | 110200 | 0.0 | - |
| 0.7829 | 110250 | 0.0 | - |
| 0.7832 | 110300 | 0.0133 | - |
| 0.7836 | 110350 | 0.0886 | - |
| 0.7840 | 110400 | 0.0 | - |
| 0.7843 | 110450 | 0.0768 | - |
| 0.7847 | 110500 | 0.0436 | - |
| 0.7850 | 110550 | 0.0107 | - |
| 0.7854 | 110600 | 0.0 | - |
| 0.7857 | 110650 | 0.0174 | - |
| 0.7861 | 110700 | 0.1175 | - |
| 0.7864 | 110750 | 0.0 | - |
| 0.7868 | 110800 | 0.0 | - |
| 0.7872 | 110850 | 0.0 | - |
| 0.7875 | 110900 | 0.0162 | - |
| 0.7879 | 110950 | 0.041 | - |
| 0.7882 | 111000 | 0.014 | - |
| 0.7886 | 111050 | 0.0133 | - |
| 0.7889 | 111100 | 0.0 | - |
| 0.7893 | 111150 | 0.0 | - |
| 0.7896 | 111200 | 0.0163 | - |
| 0.7900 | 111250 | 0.0 | - |
| 0.7903 | 111300 | 0.0 | - |
| 0.7907 | 111350 | 0.0088 | - |
| 0.7911 | 111400 | 0.0 | - |
| 0.7914 | 111450 | 0.0 | - |
| 0.7918 | 111500 | 0.0 | - |
| 0.7921 | 111550 | 0.0 | - |
| 0.7925 | 111600 | 0.0 | - |
| 0.7928 | 111650 | 0.0 | - |
| 0.7932 | 111700 | 0.0001 | - |
| 0.7935 | 111750 | 0.0 | - |
| 0.7939 | 111800 | 0.0 | - |
| 0.7943 | 111850 | 0.0 | - |
| 0.7946 | 111900 | 0.0137 | - |
| 0.7950 | 111950 | 0.0 | - |
| 0.7953 | 112000 | 0.0143 | - |
| 0.7957 | 112050 | 0.0 | - |
| 0.7960 | 112100 | 0.0 | - |
| 0.7964 | 112150 | 0.0087 | - |
| 0.7967 | 112200 | 0.0144 | - |
| 0.7971 | 112250 | 0.0126 | - |
| 0.7974 | 112300 | 0.0001 | - |
| 0.7978 | 112350 | 0.0159 | - |
| 0.7982 | 112400 | 0.0 | - |
| 0.7985 | 112450 | 0.0328 | - |
| 0.7989 | 112500 | 0.0143 | - |
| 0.7992 | 112550 | 0.1628 | - |
| 0.7996 | 112600 | 0.0162 | - |
| 0.7999 | 112650 | 0.0187 | - |
| 0.8003 | 112700 | 0.0001 | - |
| 0.8006 | 112750 | 0.0 | - |
| 0.8010 | 112800 | 0.0001 | - |
| 0.8014 | 112850 | 0.0 | - |
| 0.8017 | 112900 | 0.0857 | - |
| 0.8021 | 112950 | 0.0 | - |
| 0.8024 | 113000 | 0.1135 | - |
| 0.8028 | 113050 | 0.166 | - |
| 0.8031 | 113100 | 0.0002 | - |
| 0.8035 | 113150 | 0.0 | - |
| 0.8038 | 113200 | 0.0739 | - |
| 0.8042 | 113250 | 0.0 | - |
| 0.8046 | 113300 | 0.0 | - |
| 0.8049 | 113350 | 0.0 | - |
| 0.8053 | 113400 | 0.082 | - |
| 0.8056 | 113450 | 0.002 | - |
| 0.8060 | 113500 | 0.0324 | - |
| 0.8063 | 113550 | 0.0013 | - |
| 0.8067 | 113600 | 0.0 | - |
| 0.8070 | 113650 | 0.0849 | - |
| 0.8074 | 113700 | 0.0821 | - |
| 0.8077 | 113750 | 0.0001 | - |
| 0.8081 | 113800 | 0.0 | - |
| 0.8085 | 113850 | 0.0 | - |
| 0.8088 | 113900 | 0.0114 | - |
| 0.8092 | 113950 | 0.0184 | - |
| 0.8095 | 114000 | 0.0 | - |
| 0.8099 | 114050 | 0.0007 | - |
| 0.8102 | 114100 | 0.147 | - |
| 0.8106 | 114150 | 0.0 | - |
| 0.8109 | 114200 | 0.0789 | - |
| 0.8113 | 114250 | 0.0024 | - |
| 0.8117 | 114300 | 0.0018 | - |
| 0.8120 | 114350 | 0.0166 | - |
| 0.8124 | 114400 | 0.0 | - |
| 0.8127 | 114450 | 0.0008 | - |
| 0.8131 | 114500 | 0.0826 | - |
| 0.8134 | 114550 | 0.0027 | - |
| 0.8138 | 114600 | 0.0 | - |
| 0.8141 | 114650 | 0.0339 | - |
| 0.8145 | 114700 | 0.0 | - |
| 0.8148 | 114750 | 0.0001 | - |
| 0.8152 | 114800 | 0.0 | - |
| 0.8156 | 114850 | 0.1003 | - |
| 0.8159 | 114900 | 0.0135 | - |
| 0.8163 | 114950 | 0.0139 | - |
| 0.8166 | 115000 | 0.0 | - |
| 0.8170 | 115050 | 0.0151 | - |
| 0.8173 | 115100 | 0.115 | - |
| 0.8177 | 115150 | 0.0 | - |
| 0.8180 | 115200 | 0.0 | - |
| 0.8184 | 115250 | 0.0 | - |
| 0.8188 | 115300 | 0.0 | - |
| 0.8191 | 115350 | 0.0109 | - |
| 0.8195 | 115400 | 0.0 | - |
| 0.8198 | 115450 | 0.0128 | - |
| 0.8202 | 115500 | 0.0 | - |
| 0.8205 | 115550 | 0.0541 | - |
| 0.8209 | 115600 | 0.0 | - |
| 0.8212 | 115650 | 0.0 | - |
| 0.8216 | 115700 | 0.0 | - |
| 0.8219 | 115750 | 0.0001 | - |
| 0.8223 | 115800 | 0.0213 | - |
| 0.8227 | 115850 | 0.094 | - |
| 0.8230 | 115900 | 0.0 | - |
| 0.8234 | 115950 | 0.0953 | - |
| 0.8237 | 116000 | 0.009 | - |
| 0.8241 | 116050 | 0.0086 | - |
| 0.8244 | 116100 | 0.0 | - |
| 0.8248 | 116150 | 0.0098 | - |
| 0.8251 | 116200 | 0.0 | - |
| 0.8255 | 116250 | 0.0 | - |
| 0.8259 | 116300 | 0.0146 | - |
| 0.8262 | 116350 | 0.014 | - |
| 0.8266 | 116400 | 0.0 | - |
| 0.8269 | 116450 | 0.0 | - |
| 0.8273 | 116500 | 0.0001 | - |
| 0.8276 | 116550 | 0.0 | - |
| 0.8280 | 116600 | 0.0001 | - |
| 0.8283 | 116650 | 0.0002 | - |
| 0.8287 | 116700 | 0.0001 | - |
| 0.8290 | 116750 | 0.0 | - |
| 0.8294 | 116800 | 0.0001 | - |
| 0.8298 | 116850 | 0.0001 | - |
| 0.8301 | 116900 | 0.0 | - |
| 0.8305 | 116950 | 0.0092 | - |
| 0.8308 | 117000 | 0.0077 | - |
| 0.8312 | 117050 | 0.0 | - |
| 0.8315 | 117100 | 0.0104 | - |
| 0.8319 | 117150 | 0.0096 | - |
| 0.8322 | 117200 | 0.0001 | - |
| 0.8326 | 117250 | 0.0001 | - |
| 0.8330 | 117300 | 0.0 | - |
| 0.8333 | 117350 | 0.0112 | - |
| 0.8337 | 117400 | 0.0099 | - |
| 0.8340 | 117450 | 0.0001 | - |
| 0.8344 | 117500 | 0.0106 | - |
| 0.8347 | 117550 | 0.0114 | - |
| 0.8351 | 117600 | 0.0002 | - |
| 0.8354 | 117650 | 0.0 | - |
| 0.8358 | 117700 | 0.0 | - |
| 0.8362 | 117750 | 0.0 | - |
| 0.8365 | 117800 | 0.1663 | - |
| 0.8369 | 117850 | 0.0969 | - |
| 0.8372 | 117900 | 0.0001 | - |
| 0.8376 | 117950 | 0.0 | - |
| 0.8379 | 118000 | 0.011 | - |
| 0.8383 | 118050 | 0.0045 | - |
| 0.8386 | 118100 | 0.0 | - |
| 0.8390 | 118150 | 0.0915 | - |
| 0.8393 | 118200 | 0.0 | - |
| 0.8397 | 118250 | 0.0 | - |
| 0.8401 | 118300 | 0.0 | - |
| 0.8404 | 118350 | 0.0 | - |
| 0.8408 | 118400 | 0.0001 | - |
| 0.8411 | 118450 | 0.0115 | - |
| 0.8415 | 118500 | 0.0 | - |
| 0.8418 | 118550 | 0.0154 | - |
| 0.8422 | 118600 | 0.0001 | - |
| 0.8425 | 118650 | 0.0002 | - |
| 0.8429 | 118700 | 0.095 | - |
| 0.8433 | 118750 | 0.0001 | - |
| 0.8436 | 118800 | 0.0119 | - |
| 0.8440 | 118850 | 0.0 | - |
| 0.8443 | 118900 | 0.0127 | - |
| 0.8447 | 118950 | 0.0976 | - |
| 0.8450 | 119000 | 0.0002 | - |
| 0.8454 | 119050 | 0.0001 | - |
| 0.8457 | 119100 | 0.0976 | - |
| 0.8461 | 119150 | 0.0148 | - |
| 0.8464 | 119200 | 0.0143 | - |
| 0.8468 | 119250 | 0.0002 | - |
| 0.8472 | 119300 | 0.0001 | - |
| 0.8475 | 119350 | 0.0 | - |
| 0.8479 | 119400 | 0.0004 | - |
| 0.8482 | 119450 | 0.0 | - |
| 0.8486 | 119500 | 0.0117 | - |
| 0.8489 | 119550 | 0.0001 | - |
| 0.8493 | 119600 | 0.0 | - |
| 0.8496 | 119650 | 0.1017 | - |
| 0.8500 | 119700 | 0.0116 | - |
| 0.8504 | 119750 | 0.0 | - |
| 0.8507 | 119800 | 0.0112 | - |
| 0.8511 | 119850 | 0.0109 | - |
| 0.8514 | 119900 | 0.0107 | - |
| 0.8518 | 119950 | 0.0 | - |
| 0.8521 | 120000 | 0.0 | - |
| 0.8525 | 120050 | 0.0945 | - |
| 0.8528 | 120100 | 0.0 | - |
| 0.8532 | 120150 | 0.0001 | - |
| 0.8535 | 120200 | 0.0097 | - |
| 0.8539 | 120250 | 0.0251 | - |
| 0.8543 | 120300 | 0.0192 | - |
| 0.8546 | 120350 | 0.0108 | - |
| 0.8550 | 120400 | 0.1009 | - |
| 0.8553 | 120450 | 0.0001 | - |
| 0.8557 | 120500 | 0.0027 | - |
| 0.8560 | 120550 | 0.0 | - |
| 0.8564 | 120600 | 0.0 | - |
| 0.8567 | 120650 | 0.0111 | - |
| 0.8571 | 120700 | 0.0 | - |
| 0.8575 | 120750 | 0.0929 | - |
| 0.8578 | 120800 | 0.0117 | - |
| 0.8582 | 120850 | 0.0 | - |
| 0.8585 | 120900 | 0.0127 | - |
| 0.8589 | 120950 | 0.0 | - |
| 0.8592 | 121000 | 0.013 | - |
| 0.8596 | 121050 | 0.0001 | - |
| 0.8599 | 121100 | 0.0001 | - |
| 0.8603 | 121150 | 0.0001 | - |
| 0.8606 | 121200 | 0.0 | - |
| 0.8610 | 121250 | 0.0151 | - |
| 0.8614 | 121300 | 0.0883 | - |
| 0.8617 | 121350 | 0.0 | - |
| 0.8621 | 121400 | 0.0 | - |
| 0.8624 | 121450 | 0.0942 | - |
| 0.8628 | 121500 | 0.0002 | - |
| 0.8631 | 121550 | 0.0085 | - |
| 0.8635 | 121600 | 0.01 | - |
| 0.8638 | 121650 | 0.0001 | - |
| 0.8642 | 121700 | 0.109 | - |
| 0.8646 | 121750 | 0.0112 | - |
| 0.8649 | 121800 | 0.0001 | - |
| 0.8653 | 121850 | 0.1662 | - |
| 0.8656 | 121900 | 0.0001 | - |
| 0.8660 | 121950 | 0.0004 | - |
| 0.8663 | 122000 | 0.1589 | - |
| 0.8667 | 122050 | 0.0 | - |
| 0.8670 | 122100 | 0.0001 | - |
| 0.8674 | 122150 | 0.0002 | - |
| 0.8677 | 122200 | 0.0002 | - |
| 0.8681 | 122250 | 0.0147 | - |
| 0.8685 | 122300 | 0.0146 | - |
| 0.8688 | 122350 | 0.0003 | - |
| 0.8692 | 122400 | 0.0 | - |
| 0.8695 | 122450 | 0.0001 | - |
| 0.8699 | 122500 | 0.0002 | - |
| 0.8702 | 122550 | 0.0124 | - |
| 0.8706 | 122600 | 0.0001 | - |
| 0.8709 | 122650 | 0.0001 | - |
| 0.8713 | 122700 | 0.0001 | - |
| 0.8717 | 122750 | 0.0 | - |
| 0.8720 | 122800 | 0.0004 | - |
| 0.8724 | 122850 | 0.0001 | - |
| 0.8727 | 122900 | 0.1628 | - |
| 0.8731 | 122950 | 0.0003 | - |
| 0.8734 | 123000 | 0.0 | - |
| 0.8738 | 123050 | 0.0001 | - |
| 0.8741 | 123100 | 0.0 | - |
| 0.8745 | 123150 | 0.0 | - |
| 0.8749 | 123200 | 0.0 | - |
| 0.8752 | 123250 | 0.0106 | - |
| 0.8756 | 123300 | 0.0 | - |
| 0.8759 | 123350 | 0.1746 | - |
| 0.8763 | 123400 | 0.0104 | - |
| 0.8766 | 123450 | 0.0 | - |
| 0.8770 | 123500 | 0.0103 | - |
| 0.8773 | 123550 | 0.0097 | - |
| 0.8777 | 123600 | 0.0 | - |
| 0.8780 | 123650 | 0.0 | - |
| 0.8784 | 123700 | 0.0101 | - |
| 0.8788 | 123750 | 0.0 | - |
| 0.8791 | 123800 | 0.0123 | - |
| 0.8795 | 123850 | 0.0107 | - |
| 0.8798 | 123900 | 0.0 | - |
| 0.8802 | 123950 | 0.0103 | - |
| 0.8805 | 124000 | 0.0161 | - |
| 0.8809 | 124050 | 0.0157 | - |
| 0.8812 | 124100 | 0.0 | - |
| 0.8816 | 124150 | 0.0 | - |
| 0.8820 | 124200 | 0.1012 | - |
| 0.8823 | 124250 | 0.0 | - |
| 0.8827 | 124300 | 0.0001 | - |
| 0.8830 | 124350 | 0.0116 | - |
| 0.8834 | 124400 | 0.0864 | - |
| 0.8837 | 124450 | 0.0 | - |
| 0.8841 | 124500 | 0.0 | - |
| 0.8844 | 124550 | 0.0898 | - |
| 0.8848 | 124600 | 0.0406 | - |
| 0.8851 | 124650 | 0.0094 | - |
| 0.8855 | 124700 | 0.0 | - |
| 0.8859 | 124750 | 0.0996 | - |
| 0.8862 | 124800 | 0.0001 | - |
| 0.8866 | 124850 | 0.0001 | - |
| 0.8869 | 124900 | 0.0 | - |
| 0.8873 | 124950 | 0.0982 | - |
| 0.8876 | 125000 | 0.0 | - |
| 0.8880 | 125050 | 0.0017 | - |
| 0.8883 | 125100 | 0.0 | - |
| 0.8887 | 125150 | 0.0 | - |
| 0.8891 | 125200 | 0.0068 | - |
| 0.8894 | 125250 | 0.0062 | - |
| 0.8898 | 125300 | 0.0 | - |
| 0.8901 | 125350 | 0.0 | - |
| 0.8905 | 125400 | 0.0074 | - |
| 0.8908 | 125450 | 0.0 | - |
| 0.8912 | 125500 | 0.0 | - |
| 0.8915 | 125550 | 0.0 | - |
| 0.8919 | 125600 | 0.01 | - |
| 0.8922 | 125650 | 0.2008 | - |
| 0.8926 | 125700 | 0.0 | - |
| 0.8930 | 125750 | 0.0 | - |
| 0.8933 | 125800 | 0.0 | - |
| 0.8937 | 125850 | 0.0915 | - |
| 0.8940 | 125900 | 0.0 | - |
| 0.8944 | 125950 | 0.0717 | - |
| 0.8947 | 126000 | 0.0 | - |
| 0.8951 | 126050 | 0.0 | - |
| 0.8954 | 126100 | 0.0 | - |
| 0.8958 | 126150 | 0.0978 | - |
| 0.8962 | 126200 | 0.0153 | - |
| 0.8965 | 126250 | 0.0104 | - |
| 0.8969 | 126300 | 0.0 | - |
| 0.8972 | 126350 | 0.0001 | - |
| 0.8976 | 126400 | 0.0 | - |
| 0.8979 | 126450 | 0.0 | - |
| 0.8983 | 126500 | 0.0108 | - |
| 0.8986 | 126550 | 0.0 | - |
| 0.8990 | 126600 | 0.0252 | - |
| 0.8993 | 126650 | 0.0055 | - |
| 0.8997 | 126700 | 0.0925 | - |
| 0.9001 | 126750 | 0.0 | - |
| 0.9004 | 126800 | 0.0105 | - |
| 0.9008 | 126850 | 0.1825 | - |
| 0.9011 | 126900 | 0.0 | - |
| 0.9015 | 126950 | 0.0106 | - |
| 0.9018 | 127000 | 0.0 | - |
| 0.9022 | 127050 | 0.0001 | - |
| 0.9025 | 127100 | 0.0 | - |
| 0.9029 | 127150 | 0.0 | - |
| 0.9033 | 127200 | 0.0096 | - |
| 0.9036 | 127250 | 0.1664 | - |
| 0.9040 | 127300 | 0.0 | - |
| 0.9043 | 127350 | 0.0 | - |
| 0.9047 | 127400 | 0.0115 | - |
| 0.9050 | 127450 | 0.0 | - |
| 0.9054 | 127500 | 0.0 | - |
| 0.9057 | 127550 | 0.0009 | - |
| 0.9061 | 127600 | 0.0 | - |
| 0.9065 | 127650 | 0.0001 | - |
| 0.9068 | 127700 | 0.0107 | - |
| 0.9072 | 127750 | 0.0101 | - |
| 0.9075 | 127800 | 0.0 | - |
| 0.9079 | 127850 | 0.0 | - |
| 0.9082 | 127900 | 0.0 | - |
| 0.9086 | 127950 | 0.0001 | - |
| 0.9089 | 128000 | 0.0 | - |
| 0.9093 | 128050 | 0.0 | - |
| 0.9096 | 128100 | 0.0001 | - |
| 0.9100 | 128150 | 0.0001 | - |
| 0.9104 | 128200 | 0.0111 | - |
| 0.9107 | 128250 | 0.108 | - |
| 0.9111 | 128300 | 0.0112 | - |
| 0.9114 | 128350 | 0.0111 | - |
| 0.9118 | 128400 | 0.0 | - |
| 0.9121 | 128450 | 0.01 | - |
| 0.9125 | 128500 | 0.0099 | - |
| 0.9128 | 128550 | 0.0961 | - |
| 0.9132 | 128600 | 0.0 | - |
| 0.9136 | 128650 | 0.0951 | - |
| 0.9139 | 128700 | 0.0 | - |
| 0.9143 | 128750 | 0.0 | - |
| 0.9146 | 128800 | 0.0161 | - |
| 0.9150 | 128850 | 0.092 | - |
| 0.9153 | 128900 | 0.0123 | - |
| 0.9157 | 128950 | 0.0911 | - |
| 0.9160 | 129000 | 0.0115 | - |
| 0.9164 | 129050 | 0.0 | - |
| 0.9167 | 129100 | 0.0 | - |
| 0.9171 | 129150 | 0.0113 | - |
| 0.9175 | 129200 | 0.0 | - |
| 0.9178 | 129250 | 0.0 | - |
| 0.9182 | 129300 | 0.0106 | - |
| 0.9185 | 129350 | 0.0153 | - |
| 0.9189 | 129400 | 0.0 | - |
| 0.9192 | 129450 | 0.0105 | - |
| 0.9196 | 129500 | 0.0 | - |
| 0.9199 | 129550 | 0.0107 | - |
| 0.9203 | 129600 | 0.0174 | - |
| 0.9207 | 129650 | 0.0 | - |
| 0.9210 | 129700 | 0.0945 | - |
| 0.9214 | 129750 | 0.0001 | - |
| 0.9217 | 129800 | 0.1103 | - |
| 0.9221 | 129850 | 0.0 | - |
| 0.9224 | 129900 | 0.0 | - |
| 0.9228 | 129950 | 0.0 | - |
| 0.9231 | 130000 | 0.0116 | - |
| 0.9235 | 130050 | 0.0 | - |
| 0.9238 | 130100 | 0.0 | - |
| 0.9242 | 130150 | 0.0914 | - |
| 0.9246 | 130200 | 0.0 | - |
| 0.9249 | 130250 | 0.0905 | - |
| 0.9253 | 130300 | 0.0 | - |
| 0.9256 | 130350 | 0.0886 | - |
| 0.9260 | 130400 | 0.0 | - |
| 0.9263 | 130450 | 0.0 | - |
| 0.9267 | 130500 | 0.0 | - |
| 0.9270 | 130550 | 0.0 | - |
| 0.9274 | 130600 | 0.0123 | - |
| 0.9278 | 130650 | 0.013 | - |
| 0.9281 | 130700 | 0.0 | - |
| 0.9285 | 130750 | 0.0 | - |
| 0.9288 | 130800 | 0.0 | - |
| 0.9292 | 130850 | 0.0 | - |
| 0.9295 | 130900 | 0.107 | - |
| 0.9299 | 130950 | 0.0 | - |
| 0.9302 | 131000 | 0.0926 | - |
| 0.9306 | 131050 | 0.0199 | - |
| 0.9309 | 131100 | 0.0 | - |
| 0.9313 | 131150 | 0.0 | - |
| 0.9317 | 131200 | 0.0 | - |
| 0.9320 | 131250 | 0.0 | - |
| 0.9324 | 131300 | 0.1139 | - |
| 0.9327 | 131350 | 0.0114 | - |
| 0.9331 | 131400 | 0.0098 | - |
| 0.9334 | 131450 | 0.0 | - |
| 0.9338 | 131500 | 0.0 | - |
| 0.9341 | 131550 | 0.0 | - |
| 0.9345 | 131600 | 0.0 | - |
| 0.9349 | 131650 | 0.0 | - |
| 0.9352 | 131700 | 0.0 | - |
| 0.9356 | 131750 | 0.0 | - |
| 0.9359 | 131800 | 0.0 | - |
| 0.9363 | 131850 | 0.0 | - |
| 0.9366 | 131900 | 0.0847 | - |
| 0.9370 | 131950 | 0.0001 | - |
| 0.9373 | 132000 | 0.0103 | - |
| 0.9377 | 132050 | 0.0 | - |
| 0.9381 | 132100 | 0.0 | - |
| 0.9384 | 132150 | 0.0 | - |
| 0.9388 | 132200 | 0.0 | - |
| 0.9391 | 132250 | 0.0185 | - |
| 0.9395 | 132300 | 0.0778 | - |
| 0.9398 | 132350 | 0.0101 | - |
| 0.9402 | 132400 | 0.0 | - |
| 0.9405 | 132450 | 0.0097 | - |
| 0.9409 | 132500 | 0.0188 | - |
| 0.9412 | 132550 | 0.0 | - |
| 0.9416 | 132600 | 0.0104 | - |
| 0.9420 | 132650 | 0.01 | - |
| 0.9423 | 132700 | 0.0 | - |
| 0.9427 | 132750 | 0.0721 | - |
| 0.9430 | 132800 | 0.0108 | - |
| 0.9434 | 132850 | 0.1899 | - |
| 0.9437 | 132900 | 0.0168 | - |
| 0.9441 | 132950 | 0.0 | - |
| 0.9444 | 133000 | 0.0 | - |
| 0.9448 | 133050 | 0.0324 | - |
| 0.9452 | 133100 | 0.0186 | - |
| 0.9455 | 133150 | 0.0 | - |
| 0.9459 | 133200 | 0.0 | - |
| 0.9462 | 133250 | 0.095 | - |
| 0.9466 | 133300 | 0.0 | - |
| 0.9469 | 133350 | 0.0134 | - |
| 0.9473 | 133400 | 0.0 | - |
| 0.9476 | 133450 | 0.0 | - |
| 0.9480 | 133500 | 0.0139 | - |
| 0.9483 | 133550 | 0.0 | - |
| 0.9487 | 133600 | 0.0251 | - |
| 0.9491 | 133650 | 0.0 | - |
| 0.9494 | 133700 | 0.0 | - |
| 0.9498 | 133750 | 0.0 | - |
| 0.9501 | 133800 | 0.0698 | - |
| 0.9505 | 133850 | 0.0 | - |
| 0.9508 | 133900 | 0.0132 | - |
| 0.9512 | 133950 | 0.0 | - |
| 0.9515 | 134000 | 0.0 | - |
| 0.9519 | 134050 | 0.0161 | - |
| 0.9523 | 134100 | 0.0 | - |
| 0.9526 | 134150 | 0.0 | - |
| 0.9530 | 134200 | 0.0134 | - |
| 0.9533 | 134250 | 0.086 | - |
| 0.9537 | 134300 | 0.0 | - |
| 0.9540 | 134350 | 0.0 | - |
| 0.9544 | 134400 | 0.0168 | - |
| 0.9547 | 134450 | 0.0 | - |
| 0.9551 | 134500 | 0.0 | - |
| 0.9554 | 134550 | 0.0265 | - |
| 0.9558 | 134600 | 0.0233 | - |
| 0.9562 | 134650 | 0.0 | - |
| 0.9565 | 134700 | 0.0124 | - |
| 0.9569 | 134750 | 0.0 | - |
| 0.9572 | 134800 | 0.0122 | - |
| 0.9576 | 134850 | 0.0 | - |
| 0.9579 | 134900 | 0.062 | - |
| 0.9583 | 134950 | 0.0 | - |
| 0.9586 | 135000 | 0.0 | - |
| 0.9590 | 135050 | 0.0 | - |
| 0.9594 | 135100 | 0.0 | - |
| 0.9597 | 135150 | 0.0 | - |
| 0.9601 | 135200 | 0.0008 | - |
| 0.9604 | 135250 | 0.0 | - |
| 0.9608 | 135300 | 0.0 | - |
| 0.9611 | 135350 | 0.0867 | - |
| 0.9615 | 135400 | 0.0804 | - |
| 0.9618 | 135450 | 0.0 | - |
| 0.9622 | 135500 | 0.0133 | - |
| 0.9625 | 135550 | 0.0858 | - |
| 0.9629 | 135600 | 0.0 | - |
| 0.9633 | 135650 | 0.0 | - |
| 0.9636 | 135700 | 0.0 | - |
| 0.9640 | 135750 | 0.0807 | - |
| 0.9643 | 135800 | 0.0 | - |
| 0.9647 | 135850 | 0.0 | - |
| 0.9650 | 135900 | 0.0139 | - |
| 0.9654 | 135950 | 0.0 | - |
| 0.9657 | 136000 | 0.0 | - |
| 0.9661 | 136050 | 0.0047 | - |
| 0.9665 | 136100 | 0.0 | - |
| 0.9668 | 136150 | 0.1112 | - |
| 0.9672 | 136200 | 0.0 | - |
| 0.9675 | 136250 | 0.0 | - |
| 0.9679 | 136300 | 0.0 | - |
| 0.9682 | 136350 | 0.0138 | - |
| 0.9686 | 136400 | 0.0 | - |
| 0.9689 | 136450 | 0.0149 | - |
| 0.9693 | 136500 | 0.0803 | - |
| 0.9697 | 136550 | 0.0143 | - |
| 0.9700 | 136600 | 0.0235 | - |
| 0.9704 | 136650 | 0.0 | - |
| 0.9707 | 136700 | 0.0 | - |
| 0.9711 | 136750 | 0.0 | - |
| 0.9714 | 136800 | 0.0143 | - |
| 0.9718 | 136850 | 0.0138 | - |
| 0.9721 | 136900 | 0.018 | - |
| 0.9725 | 136950 | 0.0119 | - |
| 0.9728 | 137000 | 0.0 | - |
| 0.9732 | 137050 | 0.0123 | - |
| 0.9736 | 137100 | 0.0285 | - |
| 0.9739 | 137150 | 0.0 | - |
| 0.9743 | 137200 | 0.0692 | - |
| 0.9746 | 137250 | 0.0 | - |
| 0.9750 | 137300 | 0.0 | - |
| 0.9753 | 137350 | 0.035 | - |
| 0.9757 | 137400 | 0.0 | - |
| 0.9760 | 137450 | 0.0129 | - |
| 0.9764 | 137500 | 0.0122 | - |
| 0.9768 | 137550 | 0.0 | - |
| 0.9771 | 137600 | 0.0128 | - |
| 0.9775 | 137650 | 0.0 | - |
| 0.9778 | 137700 | 0.0 | - |
| 0.9782 | 137750 | 0.0907 | - |
| 0.9785 | 137800 | 0.0 | - |
| 0.9789 | 137850 | 0.0 | - |
| 0.9792 | 137900 | 0.0 | - |
| 0.9796 | 137950 | 0.0 | - |
| 0.9799 | 138000 | 0.0 | - |
| 0.9803 | 138050 | 0.0 | - |
| 0.9807 | 138100 | 0.0 | - |
| 0.9810 | 138150 | 0.0 | - |
| 0.9814 | 138200 | 0.0 | - |
| 0.9817 | 138250 | 0.0 | - |
| 0.9821 | 138300 | 0.0048 | - |
| 0.9824 | 138350 | 0.0 | - |
| 0.9828 | 138400 | 0.0001 | - |
| 0.9831 | 138450 | 0.0 | - |
| 0.9835 | 138500 | 0.0 | - |
| 0.9839 | 138550 | 0.0 | - |
| 0.9842 | 138600 | 0.0 | - |
| 0.9846 | 138650 | 0.0 | - |
| 0.9849 | 138700 | 0.0099 | - |
| 0.9853 | 138750 | 0.0 | - |
| 0.9856 | 138800 | 0.011 | - |
| 0.9860 | 138850 | 0.0116 | - |
| 0.9863 | 138900 | 0.0 | - |
| 0.9867 | 138950 | 0.0122 | - |
| 0.9870 | 139000 | 0.0902 | - |
| 0.9874 | 139050 | 0.0001 | - |
| 0.9878 | 139100 | 0.0227 | - |
| 0.9881 | 139150 | 0.0 | - |
| 0.9885 | 139200 | 0.0166 | - |
| 0.9888 | 139250 | 0.0 | - |
| 0.9892 | 139300 | 0.0 | - |
| 0.9895 | 139350 | 0.0828 | - |
| 0.9899 | 139400 | 0.0 | - |
| 0.9902 | 139450 | 0.0 | - |
| 0.9906 | 139500 | 0.1013 | - |
| 0.9910 | 139550 | 0.0222 | - |
| 0.9913 | 139600 | 0.0 | - |
| 0.9917 | 139650 | 0.0 | - |
| 0.9920 | 139700 | 0.0 | - |
| 0.9924 | 139750 | 0.0 | - |
| 0.9927 | 139800 | 0.0111 | - |
| 0.9931 | 139850 | 0.0 | - |
| 0.9934 | 139900 | 0.0 | - |
| 0.9938 | 139950 | 0.0 | - |
| 0.9941 | 140000 | 0.0 | - |
| 0.9945 | 140050 | 0.0536 | - |
| 0.9949 | 140100 | 0.0 | - |
| 0.9952 | 140150 | 0.0 | - |
| 0.9956 | 140200 | 0.0 | - |
| 0.9959 | 140250 | 0.005 | - |
| 0.9963 | 140300 | 0.0925 | - |
| 0.9966 | 140350 | 0.0 | - |
| 0.9970 | 140400 | 0.0 | - |
| 0.9973 | 140450 | 0.0115 | - |
| 0.9977 | 140500 | 0.01 | - |
| 0.9981 | 140550 | 0.0 | - |
| 0.9984 | 140600 | 0.0 | - |
| 0.9988 | 140650 | 0.0 | - |
| 0.9991 | 140700 | 0.0 | - |
| 0.9995 | 140750 | 0.0932 | - |
| 0.9998 | 140800 | 0.0116 | - |
### Framework Versions
- Python: 3.10.13
- SetFit: 1.0.3
- Sentence Transformers: 2.7.0
- spaCy: 3.7.4
- Transformers: 4.36.2
- PyTorch: 2.1.2
- Datasets: 2.18.0
- Tokenizers: 0.15.2
## Citation
### BibTeX
```bibtex
@article{https://doi.org/10.48550/arxiv.2209.11055,
doi = {10.48550/ARXIV.2209.11055},
url = {https://arxiv.org/abs/2209.11055},
author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Efficient Few-Shot Learning Without Prompts},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}
```