
# SetFit with sentence-transformers/all-mpnet-base-v2

This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification.

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.

## Model Details

### Model Description
- **Model Type:** SetFit
- **Sentence Transformer body:** [sentence-transformers/all-mpnet-base-v2](https://huggingface.co/sentence-transformers/all-mpnet-base-v2)
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
- **Maximum Sequence Length:** 384 tokens
- **Number of Classes:** 11 classes
<!-- - **Training Dataset:** [Unknown](https://huggingface.co/datasets/unknown) -->
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->

### 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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
|:------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| adult content     | <ul><li>'gay men ring free gay tube for mature gay men updated with gay porn videos and gay sex movies'</li><li>'seemomsuck packed with the best amateur step mom blowjobs download hot x000d mom and teen blowjob videos seemomsuck'</li><li>'xreview com provides depth porn site reviews and offers discount codes and links off some the top porn sites the internet'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| suicide           | <ul><li>"wife threatening suiciderecently left wife for good because she has cheated twice and lied much that have decided refuse back her. few days ago, she began threatening suicide. have tirelessly spent these paat few days talking her out and she keeps hesitating because she wants believe i'll come back. know lot people will threaten this order get their way, but what happens she really does? what and how supposed handle her death hands? still love wife but cannot deal with getting cheated again and constantly feeling insecure. i'm worried today may the day she does and hope much doesn't happen."</li><li>'need helpjust help crying hard'</li><li>'i’m losthello, name adam and i’ve been struggling for years and i’m afraid. through these past years thoughts suicide, fear, anxiety i’m close limit i’ve been quiet for long and i’m too scared come out family about these feelings. about years ago losing aunt triggered all. everyday feeling hopeless lost, guilty, and remorseful over her and all the things i’ve done life,but thoughts like these with the little i’ve experienced life? only time i’ve revealed these feelings family when broke down where they saw cuts. watching them get worried over something portrayed average day made feel absolutely dreadful. they later found out was attempt survivor from attempt od(overdose from pills) and attempt hanging. all that happened was blackout from the pills and never went through with the noose because i’m still afraid. during first therapy was diagnosed with severe depression, social anxiety, and eating disorder. was later transferred fucken group therapy for some reason which made feel more anxious. eventually before last session with therapy she showed results from daily check feelings(which was step survey for and mom/dad come find out i’ve been putting feeling horrible and afraid/anxious everyday mom has been doing i’ve been doing absolutely amazing with described “happiest she’s ever seen me, therapy has helped him” eventually was put sertaline (anti anxiety anti depression i’m sorry forgot) but never finished first prescription nor ever found the right type anti depressant because mom thought only wanted the drugs she took off recommended pill schedule after week and stopped from taking them. all this time i’ve been feeling worse afraid the damage/ worry i’ve caused them even more. now here with everything going on, i’m afraid i’ve ever been i’ve relapsed cutting and have developed severe insomnia day after day feeling more hopeless, worthless questioning why still here? what’s motivation move out bed and keep going? ask these myself nearly every night almost having break down everytime. please please please someone.. anyone help me. i’m scared might something drastic, i’ve been shaped fear and anxiety. idk what anymore'</li></ul> |
| gun violence      | <ul><li>'anti-gun student walkout included stomping american flag and jumping cop car'</li><li>'parkland students brand firearm ban during pence speech nra hypocrisy'</li><li>'oliver north and the nra deserve each other'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| discrimination    | <ul><li>"we're looking for someone with more aesthetically pleasing face for this role"</li><li>"we're looking for someone with more appealing body type for this position"</li><li>"we're looking for someone with more attractive appearance for this role"</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
| sexual harassment | <ul><li>'was walking along crowded street, holding mums hand, when elderly man groped butt, turned look h7m and looked away, and did again after while.i was yrs old then.'</li><li>'poor street lighting'</li><li>"this happened bus, public transport. was broad daylight. was way college and the bus wasn't that crowded. there was enough space for two people stand back back with big bags 'em. this particular male was standing next seat. there was enough and more space behind him. but noooooo... started rubbing his crotch against shoulder, subtly first and then very obviously. made discomfort very apparent. but didn't seem get it. shifted inside seat and did he. think the lady beside knew what was going but didn't say word, neither did the people behind nor the bus conductor. well neither did the first place, was frozen and gripped shock and fear. think now better prepared make shit down someone tries the same feat with me. but i'll never know."</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| derogatory        | <ul><li>'fuck that dont wanna watch tranny porn.'</li><li>'opie just wanted have good time. the same old rant about africans from ant and the same old joke about tranny cock from jim. opie admitted and accepted his place the show. was the two other queens who couldnâ€t keep together. opie âœš'</li><li>'fuck that faggot fallon. fucking sissy boy acting like year old playing slumber party games. put norm amp louis tour together. see how much fucking money they make together.'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
| hate              | <ul><li>'dalits are lowlives'</li><li>'gay people are burden our society'</li><li>'arabs are not welcome'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| toxic             | <ul><li>'cocksucker before you piss around work'</li><li>'hey... what it.. talk what it... exclusive group some talibans...who are good destroying, self-appointed purist who gang any one who asks them questions abt their anti-social and destructive (non)-contribution wp? ask sityush clean his behavior than issue nonsensical warnings...'</li><li>"bye don't look, come think comming back tosser."</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |
| physical violence | <ul><li>'husband beats frequently, wife tells court'</li><li>'best thing for do, remain silent when return work today. nobody wants hear anything from me, unless husband beats me.'</li><li>'husband will never beat me, bambam denies rumour that teddya beats her'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |
| bullying          | <ul><li>"here home. neighbors pick family and mind you son autistic. feels like high school. they call names attack for reason and bully all the time. can't step front porch without them doing something"</li><li>'being bullied school: high-achieving boys use further strategies maintain masculinity, for example becoming bullies themselves, disrupting the lessons, devaluing girls’ achievements https://www.bipartisanalliance.com///being-bullied-at-school-high-achieving.html?spref=tw'</li><li>'there was girl class 6th grade who was little autistic, and her parents thought it’d better send her public school. she didn’t fit with the class and was lowkey bullied (it was actually high key but the teacher downplayed and did nothing)'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
| offensive         | <ul><li>'the world will rejoice when you die. murderer classless'</li><li>'destroy our country? more like defending our country against treasonous traitor the white house trumpisatraitor trumptaxes trumpsaninternationaldisgrace trumpmustresign'</li><li>'looks like the lying incompetent homophobic racist borisjohnson will the next tory leader...well least we’ll get generalelection boris? borisjohnsonshouldnotbepm torydrugoff toryleadershipcontest https://t.co/ho4hibto7a'</li></ul>                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    |

## Evaluation

### Metrics
| Label   | Accuracy |
|:--------|:---------|
| **all** | 0.5722   |

## 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 SetFitModel

# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("Nikhilbendre/my-awesome-setfit-model")
# Run inference
preds = model("this bitch")
```

<!--
### Downstream Use

*List how someone could finetune this model on their own dataset.*
-->

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

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

<!--
## Bias, Risks and Limitations

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

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

## Training Details

### Training Set Metrics
| Training set | Min | Median  | Max  |
|:-------------|:----|:--------|:-----|
| Word count   | 1   | 31.7855 | 1331 |

| Label             | Training Sample Count |
|:------------------|:----------------------|
| adult content     | 100                   |
| bullying          | 100                   |
| derogatory        | 100                   |
| discrimination    | 100                   |
| gun violence      | 100                   |
| hate              | 100                   |
| offensive         | 100                   |
| physical violence | 100                   |
| sexual harassment | 100                   |
| suicide           | 100                   |
| toxic             | 100                   |

### Training Hyperparameters
- batch_size: (4, 4)
- num_epochs: (10, 10)
- max_steps: -1
- sampling_strategy: oversampling
- num_iterations: 20
- body_learning_rate: (2e-05, 2e-05)
- head_learning_rate: 2e-05
- loss: CosineSimilarityLoss
- distance_metric: cosine_distance
- margin: 0.25
- end_to_end: False
- use_amp: False
- warmup_proportion: 0.1
- seed: 42
- eval_max_steps: -1
- load_best_model_at_end: False

### Training Results
| Epoch  | Step   | Training Loss | Validation Loss |
|:------:|:------:|:-------------:|:---------------:|
| 0.0001 | 1      | 0.2443        | -               |
| 0.0045 | 50     | 0.3281        | -               |
| 0.0091 | 100    | 0.3332        | -               |
| 0.0136 | 150    | 0.2277        | -               |
| 0.0182 | 200    | 0.2349        | -               |
| 0.0227 | 250    | 0.1334        | -               |
| 0.0273 | 300    | 0.2644        | -               |
| 0.0318 | 350    | 0.2592        | -               |
| 0.0364 | 400    | 0.1887        | -               |
| 0.0409 | 450    | 0.1979        | -               |
| 0.0455 | 500    | 0.2129        | -               |
| 0.05   | 550    | 0.0973        | -               |
| 0.0545 | 600    | 0.2668        | -               |
| 0.0591 | 650    | 0.1174        | -               |
| 0.0636 | 700    | 0.1916        | -               |
| 0.0682 | 750    | 0.1189        | -               |
| 0.0727 | 800    | 0.2277        | -               |
| 0.0773 | 850    | 0.1881        | -               |
| 0.0818 | 900    | 0.1465        | -               |
| 0.0864 | 950    | 0.1099        | -               |
| 0.0909 | 1000   | 0.1549        | -               |
| 0.0955 | 1050   | 0.1248        | -               |
| 0.1    | 1100   | 0.1229        | -               |
| 0.1045 | 1150   | 0.1852        | -               |
| 0.1091 | 1200   | 0.0698        | -               |
| 0.1136 | 1250   | 0.1726        | -               |
| 0.1182 | 1300   | 0.1093        | -               |
| 0.1227 | 1350   | 0.1563        | -               |
| 0.1273 | 1400   | 0.1223        | -               |
| 0.1318 | 1450   | 0.0557        | -               |
| 0.1364 | 1500   | 0.1671        | -               |
| 0.1409 | 1550   | 0.0872        | -               |
| 0.1455 | 1600   | 0.0795        | -               |
| 0.15   | 1650   | 0.0429        | -               |
| 0.1545 | 1700   | 0.1217        | -               |
| 0.1591 | 1750   | 0.0094        | -               |
| 0.1636 | 1800   | 0.0463        | -               |
| 0.1682 | 1850   | 0.0842        | -               |
| 0.1727 | 1900   | 0.004         | -               |
| 0.1773 | 1950   | 0.0204        | -               |
| 0.1818 | 2000   | 0.0133        | -               |
| 0.1864 | 2050   | 0.1028        | -               |
| 0.1909 | 2100   | 0.0098        | -               |
| 0.1955 | 2150   | 0.0166        | -               |
| 0.2    | 2200   | 0.0221        | -               |
| 0.2045 | 2250   | 0.0296        | -               |
| 0.2091 | 2300   | 0.024         | -               |
| 0.2136 | 2350   | 0.1014        | -               |
| 0.2182 | 2400   | 0.0035        | -               |
| 0.2227 | 2450   | 0.0086        | -               |
| 0.2273 | 2500   | 0.0092        | -               |
| 0.2318 | 2550   | 0.001         | -               |
| 0.2364 | 2600   | 0.0047        | -               |
| 0.2409 | 2650   | 0.0065        | -               |
| 0.2455 | 2700   | 0.0046        | -               |
| 0.25   | 2750   | 0.0094        | -               |
| 0.2545 | 2800   | 0.004         | -               |
| 0.2591 | 2850   | 0.1082        | -               |
| 0.2636 | 2900   | 0.0022        | -               |
| 0.2682 | 2950   | 0.0026        | -               |
| 0.2727 | 3000   | 0.0009        | -               |
| 0.2773 | 3050   | 0.0008        | -               |
| 0.2818 | 3100   | 0.0004        | -               |
| 0.2864 | 3150   | 0.0012        | -               |
| 0.2909 | 3200   | 0.0005        | -               |
| 0.2955 | 3250   | 0.0021        | -               |
| 0.3    | 3300   | 0.0008        | -               |
| 0.3045 | 3350   | 0.0007        | -               |
| 0.3091 | 3400   | 0.002         | -               |
| 0.3136 | 3450   | 0.0013        | -               |
| 0.3182 | 3500   | 0.0007        | -               |
| 0.3227 | 3550   | 0.0052        | -               |
| 0.3273 | 3600   | 0.0012        | -               |
| 0.3318 | 3650   | 0.0019        | -               |
| 0.3364 | 3700   | 0.0006        | -               |
| 0.3409 | 3750   | 0.0009        | -               |
| 0.3455 | 3800   | 0.0004        | -               |
| 0.35   | 3850   | 0.0039        | -               |
| 0.3545 | 3900   | 0.0005        | -               |
| 0.3591 | 3950   | 0.0086        | -               |
| 0.3636 | 4000   | 0.0002        | -               |
| 0.3682 | 4050   | 0.0014        | -               |
| 0.3727 | 4100   | 0.0006        | -               |
| 0.3773 | 4150   | 0.0012        | -               |
| 0.3818 | 4200   | 0.0008        | -               |
| 0.3864 | 4250   | 0.0008        | -               |
| 0.3909 | 4300   | 0.0004        | -               |
| 0.3955 | 4350   | 0.0003        | -               |
| 0.4    | 4400   | 0.0002        | -               |
| 0.4045 | 4450   | 0.0001        | -               |
| 0.4091 | 4500   | 0.0003        | -               |
| 0.4136 | 4550   | 0.0003        | -               |
| 0.4182 | 4600   | 0.0001        | -               |
| 0.4227 | 4650   | 0.0003        | -               |
| 0.4273 | 4700   | 0.0002        | -               |
| 0.4318 | 4750   | 0.0002        | -               |
| 0.4364 | 4800   | 0.0001        | -               |
| 0.4409 | 4850   | 0.0003        | -               |
| 0.4455 | 4900   | 0.0001        | -               |
| 0.45   | 4950   | 0.0009        | -               |
| 0.4545 | 5000   | 0.0002        | -               |
| 0.4591 | 5050   | 0.0001        | -               |
| 0.4636 | 5100   | 0.0001        | -               |
| 0.4682 | 5150   | 0.0001        | -               |
| 0.4727 | 5200   | 0.0006        | -               |
| 0.4773 | 5250   | 0.0001        | -               |
| 0.4818 | 5300   | 0.0002        | -               |
| 0.4864 | 5350   | 0.0001        | -               |
| 0.4909 | 5400   | 0.0002        | -               |
| 0.4955 | 5450   | 0.0002        | -               |
| 0.5    | 5500   | 0.0002        | -               |
| 0.5045 | 5550   | 0.0002        | -               |
| 0.5091 | 5600   | 0.0006        | -               |
| 0.5136 | 5650   | 0.0001        | -               |
| 0.5182 | 5700   | 0.0001        | -               |
| 0.5227 | 5750   | 0.0002        | -               |
| 0.5273 | 5800   | 0.0001        | -               |
| 0.5318 | 5850   | 0.0013        | -               |
| 0.5364 | 5900   | 0.0002        | -               |
| 0.5409 | 5950   | 0.0003        | -               |
| 0.5455 | 6000   | 0.0002        | -               |
| 0.55   | 6050   | 0.0007        | -               |
| 0.5545 | 6100   | 0.0002        | -               |
| 0.5591 | 6150   | 0.0001        | -               |
| 0.5636 | 6200   | 0.0002        | -               |
| 0.5682 | 6250   | 0.0013        | -               |
| 0.5727 | 6300   | 0.0003        | -               |
| 0.5773 | 6350   | 0.0002        | -               |
| 0.5818 | 6400   | 0.0001        | -               |
| 0.5864 | 6450   | 0.0002        | -               |
| 0.5909 | 6500   | 0.0001        | -               |
| 0.5955 | 6550   | 0.0004        | -               |
| 0.6    | 6600   | 0.0001        | -               |
| 0.6045 | 6650   | 0.0002        | -               |
| 0.6091 | 6700   | 0.0003        | -               |
| 0.6136 | 6750   | 0.0017        | -               |
| 0.6182 | 6800   | 0.0019        | -               |
| 0.6227 | 6850   | 0.0003        | -               |
| 0.6273 | 6900   | 0.001         | -               |
| 0.6318 | 6950   | 0.0001        | -               |
| 0.6364 | 7000   | 0.0002        | -               |
| 0.6409 | 7050   | 0.0007        | -               |
| 0.6455 | 7100   | 0.0001        | -               |
| 0.65   | 7150   | 0.0002        | -               |
| 0.6545 | 7200   | 0.0002        | -               |
| 0.6591 | 7250   | 0.0004        | -               |
| 0.6636 | 7300   | 0.0004        | -               |
| 0.6682 | 7350   | 0.0007        | -               |
| 0.6727 | 7400   | 0.0002        | -               |
| 0.6773 | 7450   | 0.0001        | -               |
| 0.6818 | 7500   | 0.0003        | -               |
| 0.6864 | 7550   | 0.0001        | -               |
| 0.6909 | 7600   | 0.0           | -               |
| 0.6955 | 7650   | 0.0002        | -               |
| 0.7    | 7700   | 0.0005        | -               |
| 0.7045 | 7750   | 0.0002        | -               |
| 0.7091 | 7800   | 0.0           | -               |
| 0.7136 | 7850   | 0.0001        | -               |
| 0.7182 | 7900   | 0.0002        | -               |
| 0.7227 | 7950   | 0.0001        | -               |
| 0.7273 | 8000   | 0.0001        | -               |
| 0.7318 | 8050   | 0.0003        | -               |
| 0.7364 | 8100   | 0.0019        | -               |
| 0.7409 | 8150   | 0.0014        | -               |
| 0.7455 | 8200   | 0.0001        | -               |
| 0.75   | 8250   | 0.0002        | -               |
| 0.7545 | 8300   | 0.0002        | -               |
| 0.7591 | 8350   | 0.0005        | -               |
| 0.7636 | 8400   | 0.0001        | -               |
| 0.7682 | 8450   | 0.0045        | -               |
| 0.7727 | 8500   | 0.0           | -               |
| 0.7773 | 8550   | 0.0002        | -               |
| 0.7818 | 8600   | 0.0008        | -               |
| 0.7864 | 8650   | 0.0003        | -               |
| 0.7909 | 8700   | 0.0001        | -               |
| 0.7955 | 8750   | 0.0001        | -               |
| 0.8    | 8800   | 0.0003        | -               |
| 0.8045 | 8850   | 0.0           | -               |
| 0.8091 | 8900   | 0.0           | -               |
| 0.8136 | 8950   | 0.0001        | -               |
| 0.8182 | 9000   | 0.0           | -               |
| 0.8227 | 9050   | 0.0001        | -               |
| 0.8273 | 9100   | 0.0           | -               |
| 0.8318 | 9150   | 0.0001        | -               |
| 0.8364 | 9200   | 0.0003        | -               |
| 0.8409 | 9250   | 0.0           | -               |
| 0.8455 | 9300   | 0.0           | -               |
| 0.85   | 9350   | 0.0408        | -               |
| 0.8545 | 9400   | 0.0021        | -               |
| 0.8591 | 9450   | 0.1726        | -               |
| 0.8636 | 9500   | 0.1827        | -               |
| 0.8682 | 9550   | 0.0006        | -               |
| 0.8727 | 9600   | 0.0001        | -               |
| 0.8773 | 9650   | 0.0001        | -               |
| 0.8818 | 9700   | 0.0003        | -               |
| 0.8864 | 9750   | 0.0001        | -               |
| 0.8909 | 9800   | 0.0001        | -               |
| 0.8955 | 9850   | 0.0001        | -               |
| 0.9    | 9900   | 0.001         | -               |
| 0.9045 | 9950   | 0.0001        | -               |
| 0.9091 | 10000  | 0.0002        | -               |
| 0.9136 | 10050  | 0.0002        | -               |
| 0.9182 | 10100  | 0.0001        | -               |
| 0.9227 | 10150  | 0.0001        | -               |
| 0.9273 | 10200  | 0.0004        | -               |
| 0.9318 | 10250  | 0.0001        | -               |
| 0.9364 | 10300  | 0.0001        | -               |
| 0.9409 | 10350  | 0.0002        | -               |
| 0.9455 | 10400  | 0.0001        | -               |
| 0.95   | 10450  | 0.0           | -               |
| 0.9545 | 10500  | 0.0001        | -               |
| 0.9591 | 10550  | 0.0001        | -               |
| 0.9636 | 10600  | 0.0002        | -               |
| 0.9682 | 10650  | 0.0001        | -               |
| 0.9727 | 10700  | 0.0           | -               |
| 0.9773 | 10750  | 0.0           | -               |
| 0.9818 | 10800  | 0.0           | -               |
| 0.9864 | 10850  | 0.0           | -               |
| 0.9909 | 10900  | 0.0001        | -               |
| 0.9955 | 10950  | 0.0           | -               |
| 1.0    | 11000  | 0.0           | -               |
| 1.0045 | 11050  | 0.0001        | -               |
| 1.0091 | 11100  | 0.0002        | -               |
| 1.0136 | 11150  | 0.0001        | -               |
| 1.0182 | 11200  | 0.0001        | -               |
| 1.0227 | 11250  | 0.0001        | -               |
| 1.0273 | 11300  | 0.0           | -               |
| 1.0318 | 11350  | 0.0014        | -               |
| 1.0364 | 11400  | 0.0002        | -               |
| 1.0409 | 11450  | 0.0001        | -               |
| 1.0455 | 11500  | 0.0001        | -               |
| 1.05   | 11550  | 0.0001        | -               |
| 1.0545 | 11600  | 0.0           | -               |
| 1.0591 | 11650  | 0.0           | -               |
| 1.0636 | 11700  | 0.0003        | -               |
| 1.0682 | 11750  | 0.0002        | -               |
| 1.0727 | 11800  | 0.0001        | -               |
| 1.0773 | 11850  | 0.0001        | -               |
| 1.0818 | 11900  | 0.0001        | -               |
| 1.0864 | 11950  | 0.0001        | -               |
| 1.0909 | 12000  | 0.0001        | -               |
| 1.0955 | 12050  | 0.0001        | -               |
| 1.1    | 12100  | 0.0002        | -               |
| 1.1045 | 12150  | 0.0001        | -               |
| 1.1091 | 12200  | 0.0698        | -               |
| 1.1136 | 12250  | 0.0001        | -               |
| 1.1182 | 12300  | 0.0001        | -               |
| 1.1227 | 12350  | 0.0002        | -               |
| 1.1273 | 12400  | 0.0002        | -               |
| 1.1318 | 12450  | 0.0002        | -               |
| 1.1364 | 12500  | 0.0           | -               |
| 1.1409 | 12550  | 0.0001        | -               |
| 1.1455 | 12600  | 0.0001        | -               |
| 1.15   | 12650  | 0.0001        | -               |
| 1.1545 | 12700  | 0.0           | -               |
| 1.1591 | 12750  | 0.0004        | -               |
| 1.1636 | 12800  | 0.0001        | -               |
| 1.1682 | 12850  | 0.0001        | -               |
| 1.1727 | 12900  | 0.0           | -               |
| 1.1773 | 12950  | 0.0001        | -               |
| 1.1818 | 13000  | 0.0001        | -               |
| 1.1864 | 13050  | 0.0002        | -               |
| 1.1909 | 13100  | 0.0001        | -               |
| 1.1955 | 13150  | 0.0           | -               |
| 1.2    | 13200  | 0.0001        | -               |
| 1.2045 | 13250  | 0.0002        | -               |
| 1.2091 | 13300  | 0.0           | -               |
| 1.2136 | 13350  | 0.0002        | -               |
| 1.2182 | 13400  | 0.0001        | -               |
| 1.2227 | 13450  | 0.0002        | -               |
| 1.2273 | 13500  | 0.001         | -               |
| 1.2318 | 13550  | 0.0001        | -               |
| 1.2364 | 13600  | 0.0           | -               |
| 1.2409 | 13650  | 0.0001        | -               |
| 1.2455 | 13700  | 0.0           | -               |
| 1.25   | 13750  | 0.0001        | -               |
| 1.2545 | 13800  | 0.0002        | -               |
| 1.2591 | 13850  | 0.0009        | -               |
| 1.2636 | 13900  | 0.0           | -               |
| 1.2682 | 13950  | 0.0001        | -               |
| 1.2727 | 14000  | 0.0           | -               |
| 1.2773 | 14050  | 0.001         | -               |
| 1.2818 | 14100  | 0.0001        | -               |
| 1.2864 | 14150  | 0.0001        | -               |
| 1.2909 | 14200  | 0.0001        | -               |
| 1.2955 | 14250  | 0.0011        | -               |
| 1.3    | 14300  | 0.0003        | -               |
| 1.3045 | 14350  | 0.0449        | -               |
| 1.3091 | 14400  | 0.0004        | -               |
| 1.3136 | 14450  | 0.0219        | -               |
| 1.3182 | 14500  | 0.002         | -               |
| 1.3227 | 14550  | 0.0001        | -               |
| 1.3273 | 14600  | 0.0001        | -               |
| 1.3318 | 14650  | 0.0           | -               |
| 1.3364 | 14700  | 0.0001        | -               |
| 1.3409 | 14750  | 0.0002        | -               |
| 1.3455 | 14800  | 0.0           | -               |
| 1.35   | 14850  | 0.0001        | -               |
| 1.3545 | 14900  | 0.0001        | -               |
| 1.3591 | 14950  | 0.0001        | -               |
| 1.3636 | 15000  | 0.0059        | -               |
| 1.3682 | 15050  | 0.0005        | -               |
| 1.3727 | 15100  | 0.0001        | -               |
| 1.3773 | 15150  | 0.0           | -               |
| 1.3818 | 15200  | 0.0           | -               |
| 1.3864 | 15250  | 0.0           | -               |
| 1.3909 | 15300  | 0.0           | -               |
| 1.3955 | 15350  | 0.0           | -               |
| 1.4    | 15400  | 0.0001        | -               |
| 1.4045 | 15450  | 0.0           | -               |
| 1.4091 | 15500  | 0.0001        | -               |
| 1.4136 | 15550  | 0.0001        | -               |
| 1.4182 | 15600  | 0.0001        | -               |
| 1.4227 | 15650  | 0.0           | -               |
| 1.4273 | 15700  | 0.0           | -               |
| 1.4318 | 15750  | 0.0           | -               |
| 1.4364 | 15800  | 0.0001        | -               |
| 1.4409 | 15850  | 0.0           | -               |
| 1.4455 | 15900  | 0.0001        | -               |
| 1.45   | 15950  | 0.0005        | -               |
| 1.4545 | 16000  | 0.0001        | -               |
| 1.4591 | 16050  | 0.0001        | -               |
| 1.4636 | 16100  | 0.0002        | -               |
| 1.4682 | 16150  | 0.0           | -               |
| 1.4727 | 16200  | 0.0           | -               |
| 1.4773 | 16250  | 0.0001        | -               |
| 1.4818 | 16300  | 0.0002        | -               |
| 1.4864 | 16350  | 0.0           | -               |
| 1.4909 | 16400  | 0.0001        | -               |
| 1.4955 | 16450  | 0.0           | -               |
| 1.5    | 16500  | 0.0           | -               |
| 1.5045 | 16550  | 0.0           | -               |
| 1.5091 | 16600  | 0.0           | -               |
| 1.5136 | 16650  | 0.0001        | -               |
| 1.5182 | 16700  | 0.0           | -               |
| 1.5227 | 16750  | 0.0           | -               |
| 1.5273 | 16800  | 0.0001        | -               |
| 1.5318 | 16850  | 0.0           | -               |
| 1.5364 | 16900  | 0.0           | -               |
| 1.5409 | 16950  | 0.0           | -               |
| 1.5455 | 17000  | 0.0           | -               |
| 1.55   | 17050  | 0.0001        | -               |
| 1.5545 | 17100  | 0.0           | -               |
| 1.5591 | 17150  | 0.0           | -               |
| 1.5636 | 17200  | 0.0           | -               |
| 1.5682 | 17250  | 0.0           | -               |
| 1.5727 | 17300  | 0.0           | -               |
| 1.5773 | 17350  | 0.0           | -               |
| 1.5818 | 17400  | 0.0002        | -               |
| 1.5864 | 17450  | 0.0           | -               |
| 1.5909 | 17500  | 0.0           | -               |
| 1.5955 | 17550  | 0.0           | -               |
| 1.6    | 17600  | 0.0001        | -               |
| 1.6045 | 17650  | 0.0           | -               |
| 1.6091 | 17700  | 0.0           | -               |
| 1.6136 | 17750  | 0.0           | -               |
| 1.6182 | 17800  | 0.0           | -               |
| 1.6227 | 17850  | 0.0           | -               |
| 1.6273 | 17900  | 0.0001        | -               |
| 1.6318 | 17950  | 0.0           | -               |
| 1.6364 | 18000  | 0.0001        | -               |
| 1.6409 | 18050  | 0.0001        | -               |
| 1.6455 | 18100  | 0.0001        | -               |
| 1.65   | 18150  | 0.0           | -               |
| 1.6545 | 18200  | 0.0003        | -               |
| 1.6591 | 18250  | 0.0001        | -               |
| 1.6636 | 18300  | 0.0001        | -               |
| 1.6682 | 18350  | 0.0           | -               |
| 1.6727 | 18400  | 0.0           | -               |
| 1.6773 | 18450  | 0.0           | -               |
| 1.6818 | 18500  | 0.0001        | -               |
| 1.6864 | 18550  | 0.0           | -               |
| 1.6909 | 18600  | 0.0           | -               |
| 1.6955 | 18650  | 0.0           | -               |
| 1.7    | 18700  | 0.0           | -               |
| 1.7045 | 18750  | 0.0001        | -               |
| 1.7091 | 18800  | 0.0001        | -               |
| 1.7136 | 18850  | 0.0001        | -               |
| 1.7182 | 18900  | 0.0           | -               |
| 1.7227 | 18950  | 0.0           | -               |
| 1.7273 | 19000  | 0.0           | -               |
| 1.7318 | 19050  | 0.0001        | -               |
| 1.7364 | 19100  | 0.0           | -               |
| 1.7409 | 19150  | 0.0           | -               |
| 1.7455 | 19200  | 0.0           | -               |
| 1.75   | 19250  | 0.0001        | -               |
| 1.7545 | 19300  | 0.0           | -               |
| 1.7591 | 19350  | 0.0           | -               |
| 1.7636 | 19400  | 0.0002        | -               |
| 1.7682 | 19450  | 0.0001        | -               |
| 1.7727 | 19500  | 0.0001        | -               |
| 1.7773 | 19550  | 0.0           | -               |
| 1.7818 | 19600  | 0.0001        | -               |
| 1.7864 | 19650  | 0.0007        | -               |
| 1.7909 | 19700  | 0.0           | -               |
| 1.7955 | 19750  | 0.0001        | -               |
| 1.8    | 19800  | 0.0002        | -               |
| 1.8045 | 19850  | 0.0           | -               |
| 1.8091 | 19900  | 0.0002        | -               |
| 1.8136 | 19950  | 0.0002        | -               |
| 1.8182 | 20000  | 0.0           | -               |
| 1.8227 | 20050  | 0.0002        | -               |
| 1.8273 | 20100  | 0.0           | -               |
| 1.8318 | 20150  | 0.0           | -               |
| 1.8364 | 20200  | 0.0           | -               |
| 1.8409 | 20250  | 0.0001        | -               |
| 1.8455 | 20300  | 0.0001        | -               |
| 1.85   | 20350  | 0.0           | -               |
| 1.8545 | 20400  | 0.0001        | -               |
| 1.8591 | 20450  | 0.0           | -               |
| 1.8636 | 20500  | 0.0           | -               |
| 1.8682 | 20550  | 0.0           | -               |
| 1.8727 | 20600  | 0.0014        | -               |
| 1.8773 | 20650  | 0.0001        | -               |
| 1.8818 | 20700  | 0.0           | -               |
| 1.8864 | 20750  | 0.0009        | -               |
| 1.8909 | 20800  | 0.0002        | -               |
| 1.8955 | 20850  | 0.0           | -               |
| 1.9    | 20900  | 0.0227        | -               |
| 1.9045 | 20950  | 0.1435        | -               |
| 1.9091 | 21000  | 0.0002        | -               |
| 1.9136 | 21050  | 0.0137        | -               |
| 1.9182 | 21100  | 0.0004        | -               |
| 1.9227 | 21150  | 0.0001        | -               |
| 1.9273 | 21200  | 0.0001        | -               |
| 1.9318 | 21250  | 0.0           | -               |
| 1.9364 | 21300  | 0.0001        | -               |
| 1.9409 | 21350  | 0.0           | -               |
| 1.9455 | 21400  | 0.0           | -               |
| 1.95   | 21450  | 0.0001        | -               |
| 1.9545 | 21500  | 0.0           | -               |
| 1.9591 | 21550  | 0.0           | -               |
| 1.9636 | 21600  | 0.0001        | -               |
| 1.9682 | 21650  | 0.0           | -               |
| 1.9727 | 21700  | 0.0001        | -               |
| 1.9773 | 21750  | 0.0           | -               |
| 1.9818 | 21800  | 0.0           | -               |
| 1.9864 | 21850  | 0.0           | -               |
| 1.9909 | 21900  | 0.0           | -               |
| 1.9955 | 21950  | 0.0001        | -               |
| 2.0    | 22000  | 0.0001        | -               |
| 2.0045 | 22050  | 0.0001        | -               |
| 2.0091 | 22100  | 0.0           | -               |
| 2.0136 | 22150  | 0.0005        | -               |
| 2.0182 | 22200  | 0.0001        | -               |
| 2.0227 | 22250  | 0.0           | -               |
| 2.0273 | 22300  | 0.0001        | -               |
| 2.0318 | 22350  | 0.0002        | -               |
| 2.0364 | 22400  | 0.0042        | -               |
| 2.0409 | 22450  | 0.0147        | -               |
| 2.0455 | 22500  | 0.0           | -               |
| 2.05   | 22550  | 0.0           | -               |
| 2.0545 | 22600  | 0.0           | -               |
| 2.0591 | 22650  | 0.0026        | -               |
| 2.0636 | 22700  | 0.0           | -               |
| 2.0682 | 22750  | 0.0001        | -               |
| 2.0727 | 22800  | 0.0           | -               |
| 2.0773 | 22850  | 0.0           | -               |
| 2.0818 | 22900  | 0.0001        | -               |
| 2.0864 | 22950  | 0.0           | -               |
| 2.0909 | 23000  | 0.0001        | -               |
| 2.0955 | 23050  | 0.0001        | -               |
| 2.1    | 23100  | 0.0           | -               |
| 2.1045 | 23150  | 0.0           | -               |
| 2.1091 | 23200  | 0.0001        | -               |
| 2.1136 | 23250  | 0.0           | -               |
| 2.1182 | 23300  | 0.0           | -               |
| 2.1227 | 23350  | 0.0002        | -               |
| 2.1273 | 23400  | 0.0           | -               |
| 2.1318 | 23450  | 0.0           | -               |
| 2.1364 | 23500  | 0.0001        | -               |
| 2.1409 | 23550  | 0.0           | -               |
| 2.1455 | 23600  | 0.0           | -               |
| 2.15   | 23650  | 0.0           | -               |
| 2.1545 | 23700  | 0.0           | -               |
| 2.1591 | 23750  | 0.0001        | -               |
| 2.1636 | 23800  | 0.0           | -               |
| 2.1682 | 23850  | 0.0           | -               |
| 2.1727 | 23900  | 0.0           | -               |
| 2.1773 | 23950  | 0.0001        | -               |
| 2.1818 | 24000  | 0.0           | -               |
| 2.1864 | 24050  | 0.0           | -               |
| 2.1909 | 24100  | 0.0           | -               |
| 2.1955 | 24150  | 0.0           | -               |
| 2.2    | 24200  | 0.0001        | -               |
| 2.2045 | 24250  | 0.0           | -               |
| 2.2091 | 24300  | 0.0001        | -               |
| 2.2136 | 24350  | 0.0           | -               |
| 2.2182 | 24400  | 0.0           | -               |
| 2.2227 | 24450  | 0.0           | -               |
| 2.2273 | 24500  | 0.0001        | -               |
| 2.2318 | 24550  | 0.0           | -               |
| 2.2364 | 24600  | 0.0           | -               |
| 2.2409 | 24650  | 0.0           | -               |
| 2.2455 | 24700  | 0.0001        | -               |
| 2.25   | 24750  | 0.0001        | -               |
| 2.2545 | 24800  | 0.0           | -               |
| 2.2591 | 24850  | 0.0           | -               |
| 2.2636 | 24900  | 0.0           | -               |
| 2.2682 | 24950  | 0.0           | -               |
| 2.2727 | 25000  | 0.0           | -               |
| 2.2773 | 25050  | 0.0001        | -               |
| 2.2818 | 25100  | 0.0           | -               |
| 2.2864 | 25150  | 0.0           | -               |
| 2.2909 | 25200  | 0.0002        | -               |
| 2.2955 | 25250  | 0.0           | -               |
| 2.3    | 25300  | 0.0           | -               |
| 2.3045 | 25350  | 0.0001        | -               |
| 2.3091 | 25400  | 0.0           | -               |
| 2.3136 | 25450  | 0.0001        | -               |
| 2.3182 | 25500  | 0.0001        | -               |
| 2.3227 | 25550  | 0.0           | -               |
| 2.3273 | 25600  | 0.0           | -               |
| 2.3318 | 25650  | 0.0           | -               |
| 2.3364 | 25700  | 0.0001        | -               |
| 2.3409 | 25750  | 0.0           | -               |
| 2.3455 | 25800  | 0.0002        | -               |
| 2.35   | 25850  | 0.0           | -               |
| 2.3545 | 25900  | 0.0001        | -               |
| 2.3591 | 25950  | 0.0001        | -               |
| 2.3636 | 26000  | 0.0           | -               |
| 2.3682 | 26050  | 0.0002        | -               |
| 2.3727 | 26100  | 0.0           | -               |
| 2.3773 | 26150  | 0.0           | -               |
| 2.3818 | 26200  | 0.0002        | -               |
| 2.3864 | 26250  | 0.0           | -               |
| 2.3909 | 26300  | 0.0004        | -               |
| 2.3955 | 26350  | 0.0           | -               |
| 2.4    | 26400  | 0.0           | -               |
| 2.4045 | 26450  | 0.0           | -               |
| 2.4091 | 26500  | 0.0           | -               |
| 2.4136 | 26550  | 0.0           | -               |
| 2.4182 | 26600  | 0.0           | -               |
| 2.4227 | 26650  | 0.0           | -               |
| 2.4273 | 26700  | 0.0           | -               |
| 2.4318 | 26750  | 0.0001        | -               |
| 2.4364 | 26800  | 0.0           | -               |
| 2.4409 | 26850  | 0.0           | -               |
| 2.4455 | 26900  | 0.0001        | -               |
| 2.45   | 26950  | 0.0           | -               |
| 2.4545 | 27000  | 0.0001        | -               |
| 2.4591 | 27050  | 0.0           | -               |
| 2.4636 | 27100  | 0.0           | -               |
| 2.4682 | 27150  | 0.0           | -               |
| 2.4727 | 27200  | 0.0           | -               |
| 2.4773 | 27250  | 0.0           | -               |
| 2.4818 | 27300  | 0.0001        | -               |
| 2.4864 | 27350  | 0.0           | -               |
| 2.4909 | 27400  | 0.0001        | -               |
| 2.4955 | 27450  | 0.0001        | -               |
| 2.5    | 27500  | 0.0           | -               |
| 2.5045 | 27550  | 0.0           | -               |
| 2.5091 | 27600  | 0.0002        | -               |
| 2.5136 | 27650  | 0.0           | -               |
| 2.5182 | 27700  | 0.0001        | -               |
| 2.5227 | 27750  | 0.0008        | -               |
| 2.5273 | 27800  | 0.0002        | -               |
| 2.5318 | 27850  | 0.0           | -               |
| 2.5364 | 27900  | 0.0001        | -               |
| 2.5409 | 27950  | 0.0001        | -               |
| 2.5455 | 28000  | 0.0           | -               |
| 2.55   | 28050  | 0.0179        | -               |
| 2.5545 | 28100  | 0.0           | -               |
| 2.5591 | 28150  | 0.0001        | -               |
| 2.5636 | 28200  | 0.0           | -               |
| 2.5682 | 28250  | 0.0           | -               |
| 2.5727 | 28300  | 0.0031        | -               |
| 2.5773 | 28350  | 0.0001        | -               |
| 2.5818 | 28400  | 0.0           | -               |
| 2.5864 | 28450  | 0.0           | -               |
| 2.5909 | 28500  | 0.0001        | -               |
| 2.5955 | 28550  | 0.0001        | -               |
| 2.6    | 28600  | 0.0           | -               |
| 2.6045 | 28650  | 0.0           | -               |
| 2.6091 | 28700  | 0.0001        | -               |
| 2.6136 | 28750  | 0.0           | -               |
| 2.6182 | 28800  | 0.0           | -               |
| 2.6227 | 28850  | 0.0           | -               |
| 2.6273 | 28900  | 0.0           | -               |
| 2.6318 | 28950  | 0.0           | -               |
| 2.6364 | 29000  | 0.0001        | -               |
| 2.6409 | 29050  | 0.0001        | -               |
| 2.6455 | 29100  | 0.0           | -               |
| 2.65   | 29150  | 0.0           | -               |
| 2.6545 | 29200  | 0.0           | -               |
| 2.6591 | 29250  | 0.0001        | -               |
| 2.6636 | 29300  | 0.0           | -               |
| 2.6682 | 29350  | 0.0           | -               |
| 2.6727 | 29400  | 0.0           | -               |
| 2.6773 | 29450  | 0.0           | -               |
| 2.6818 | 29500  | 0.0           | -               |
| 2.6864 | 29550  | 0.0           | -               |
| 2.6909 | 29600  | 0.0           | -               |
| 2.6955 | 29650  | 0.0           | -               |
| 2.7    | 29700  | 0.0           | -               |
| 2.7045 | 29750  | 0.0001        | -               |
| 2.7091 | 29800  | 0.0           | -               |
| 2.7136 | 29850  | 0.0           | -               |
| 2.7182 | 29900  | 0.0001        | -               |
| 2.7227 | 29950  | 0.0           | -               |
| 2.7273 | 30000  | 0.0           | -               |
| 2.7318 | 30050  | 0.0001        | -               |
| 2.7364 | 30100  | 0.0001        | -               |
| 2.7409 | 30150  | 0.0           | -               |
| 2.7455 | 30200  | 0.0001        | -               |
| 2.75   | 30250  | 0.0           | -               |
| 2.7545 | 30300  | 0.0005        | -               |
| 2.7591 | 30350  | 0.1041        | -               |
| 2.7636 | 30400  | 0.0049        | -               |
| 2.7682 | 30450  | 0.0264        | -               |
| 2.7727 | 30500  | 0.0           | -               |
| 2.7773 | 30550  | 0.0           | -               |
| 2.7818 | 30600  | 0.2649        | -               |
| 2.7864 | 30650  | 0.0016        | -               |
| 2.7909 | 30700  | 0.0001        | -               |
| 2.7955 | 30750  | 0.0123        | -               |
| 2.8    | 30800  | 0.1437        | -               |
| 2.8045 | 30850  | 0.0           | -               |
| 2.8091 | 30900  | 0.0           | -               |
| 2.8136 | 30950  | 0.0           | -               |
| 2.8182 | 31000  | 0.2468        | -               |
| 2.8227 | 31050  | 0.0           | -               |
| 2.8273 | 31100  | 0.0           | -               |
| 2.8318 | 31150  | 0.0           | -               |
| 2.8364 | 31200  | 0.0           | -               |
| 2.8409 | 31250  | 0.0           | -               |
| 2.8455 | 31300  | 0.2486        | -               |
| 2.85   | 31350  | 0.0001        | -               |
| 2.8545 | 31400  | 0.0001        | -               |
| 2.8591 | 31450  | 0.0           | -               |
| 2.8636 | 31500  | 0.0           | -               |
| 2.8682 | 31550  | 0.0001        | -               |
| 2.8727 | 31600  | 0.0           | -               |
| 2.8773 | 31650  | 0.0           | -               |
| 2.8818 | 31700  | 0.0           | -               |
| 2.8864 | 31750  | 0.0           | -               |
| 2.8909 | 31800  | 0.0           | -               |
| 2.8955 | 31850  | 0.0           | -               |
| 2.9    | 31900  | 0.0           | -               |
| 2.9045 | 31950  | 0.2417        | -               |
| 2.9091 | 32000  | 0.0           | -               |
| 2.9136 | 32050  | 0.2362        | -               |
| 2.9182 | 32100  | 0.0003        | -               |
| 2.9227 | 32150  | 0.0001        | -               |
| 2.9273 | 32200  | 0.0003        | -               |
| 2.9318 | 32250  | 0.0           | -               |
| 2.9364 | 32300  | 0.0001        | -               |
| 2.9409 | 32350  | 0.2468        | -               |
| 2.9455 | 32400  | 0.0           | -               |
| 2.95   | 32450  | 0.0           | -               |
| 2.9545 | 32500  | 0.2505        | -               |
| 2.9591 | 32550  | 0.0232        | -               |
| 2.9636 | 32600  | 0.0001        | -               |
| 2.9682 | 32650  | 0.2462        | -               |
| 2.9727 | 32700  | 0.0001        | -               |
| 2.9773 | 32750  | 0.0042        | -               |
| 2.9818 | 32800  | 0.007         | -               |
| 2.9864 | 32850  | 0.0105        | -               |
| 2.9909 | 32900  | 0.0674        | -               |
| 2.9955 | 32950  | 0.0           | -               |
| 3.0    | 33000  | 0.0           | -               |
| 3.0045 | 33050  | 0.0001        | -               |
| 3.0091 | 33100  | 0.0001        | -               |
| 3.0136 | 33150  | 0.2478        | -               |
| 3.0182 | 33200  | 0.0007        | -               |
| 3.0227 | 33250  | 0.0001        | -               |
| 3.0273 | 33300  | 0.0           | -               |
| 3.0318 | 33350  | 0.0015        | -               |
| 3.0364 | 33400  | 0.0001        | -               |
| 3.0409 | 33450  | 0.0           | -               |
| 3.0455 | 33500  | 0.0001        | -               |
| 3.05   | 33550  | 0.2482        | -               |
| 3.0545 | 33600  | 0.0           | -               |
| 3.0591 | 33650  | 0.0           | -               |
| 3.0636 | 33700  | 0.0           | -               |
| 3.0682 | 33750  | 0.0           | -               |
| 3.0727 | 33800  | 0.0           | -               |
| 3.0773 | 33850  | 0.2484        | -               |
| 3.0818 | 33900  | 0.0036        | -               |
| 3.0864 | 33950  | 0.0           | -               |
| 3.0909 | 34000  | 0.0           | -               |
| 3.0955 | 34050  | 0.0002        | -               |
| 3.1    | 34100  | 0.0001        | -               |
| 3.1045 | 34150  | 0.0001        | -               |
| 3.1091 | 34200  | 0.2471        | -               |
| 3.1136 | 34250  | 0.0           | -               |
| 3.1182 | 34300  | 0.0001        | -               |
| 3.1227 | 34350  | 0.0001        | -               |
| 3.1273 | 34400  | 0.0038        | -               |
| 3.1318 | 34450  | 0.0018        | -               |
| 3.1364 | 34500  | 0.0001        | -               |
| 3.1409 | 34550  | 0.0147        | -               |
| 3.1455 | 34600  | 0.0           | -               |
| 3.15   | 34650  | 0.2478        | -               |
| 3.1545 | 34700  | 0.0025        | -               |
| 3.1591 | 34750  | 0.0           | -               |
| 3.1636 | 34800  | 0.0034        | -               |
| 3.1682 | 34850  | 0.0           | -               |
| 3.1727 | 34900  | 0.0026        | -               |
| 3.1773 | 34950  | 0.0001        | -               |
| 3.1818 | 35000  | 0.0           | -               |
| 3.1864 | 35050  | 0.0001        | -               |
| 3.1909 | 35100  | 0.0003        | -               |
| 3.1955 | 35150  | 0.0           | -               |
| 3.2    | 35200  | 0.0           | -               |
| 3.2045 | 35250  | 0.0001        | -               |
| 3.2091 | 35300  | 0.0002        | -               |
| 3.2136 | 35350  | 0.0           | -               |
| 3.2182 | 35400  | 0.0069        | -               |
| 3.2227 | 35450  | 0.0002        | -               |
| 3.2273 | 35500  | 0.0           | -               |
| 3.2318 | 35550  | 0.0001        | -               |
| 3.2364 | 35600  | 0.0033        | -               |
| 3.2409 | 35650  | 0.0           | -               |
| 3.2455 | 35700  | 0.0001        | -               |
| 3.25   | 35750  | 0.0           | -               |
| 3.2545 | 35800  | 0.0003        | -               |
| 3.2591 | 35850  | 0.0001        | -               |
| 3.2636 | 35900  | 0.0036        | -               |
| 3.2682 | 35950  | 0.0           | -               |
| 3.2727 | 36000  | 0.0           | -               |
| 3.2773 | 36050  | 0.0004        | -               |
| 3.2818 | 36100  | 0.0           | -               |
| 3.2864 | 36150  | 0.0005        | -               |
| 3.2909 | 36200  | 0.0           | -               |
| 3.2955 | 36250  | 0.0           | -               |
| 3.3    | 36300  | 0.0001        | -               |
| 3.3045 | 36350  | 0.0           | -               |
| 3.3091 | 36400  | 0.0           | -               |
| 3.3136 | 36450  | 0.0           | -               |
| 3.3182 | 36500  | 0.0           | -               |
| 3.3227 | 36550  | 0.0001        | -               |
| 3.3273 | 36600  | 0.0           | -               |
| 3.3318 | 36650  | 0.0           | -               |
| 3.3364 | 36700  | 0.0001        | -               |
| 3.3409 | 36750  | 0.0001        | -               |
| 3.3455 | 36800  | 0.0           | -               |
| 3.35   | 36850  | 0.0           | -               |
| 3.3545 | 36900  | 0.0           | -               |
| 3.3591 | 36950  | 0.0           | -               |
| 3.3636 | 37000  | 0.0           | -               |
| 3.3682 | 37050  | 0.0           | -               |
| 3.3727 | 37100  | 0.0           | -               |
| 3.3773 | 37150  | 0.0024        | -               |
| 3.3818 | 37200  | 0.0001        | -               |
| 3.3864 | 37250  | 0.0           | -               |
| 3.3909 | 37300  | 0.0001        | -               |
| 3.3955 | 37350  | 0.0           | -               |
| 3.4    | 37400  | 0.0046        | -               |
| 3.4045 | 37450  | 0.0           | -               |
| 3.4091 | 37500  | 0.0           | -               |
| 3.4136 | 37550  | 0.0002        | -               |
| 3.4182 | 37600  | 0.0           | -               |
| 3.4227 | 37650  | 0.0001        | -               |
| 3.4273 | 37700  | 0.0001        | -               |
| 3.4318 | 37750  | 0.0001        | -               |
| 3.4364 | 37800  | 0.0002        | -               |
| 3.4409 | 37850  | 0.0           | -               |
| 3.4455 | 37900  | 0.0           | -               |
| 3.45   | 37950  | 0.0           | -               |
| 3.4545 | 38000  | 0.0           | -               |
| 3.4591 | 38050  | 0.0003        | -               |
| 3.4636 | 38100  | 0.0           | -               |
| 3.4682 | 38150  | 0.0007        | -               |
| 3.4727 | 38200  | 0.0002        | -               |
| 3.4773 | 38250  | 0.001         | -               |
| 3.4818 | 38300  | 0.0           | -               |
| 3.4864 | 38350  | 0.0           | -               |
| 3.4909 | 38400  | 0.0           | -               |
| 3.4955 | 38450  | 0.0008        | -               |
| 3.5    | 38500  | 0.0           | -               |
| 3.5045 | 38550  | 0.0           | -               |
| 3.5091 | 38600  | 0.0032        | -               |
| 3.5136 | 38650  | 0.0001        | -               |
| 3.5182 | 38700  | 0.0004        | -               |
| 3.5227 | 38750  | 0.0           | -               |
| 3.5273 | 38800  | 0.0001        | -               |
| 3.5318 | 38850  | 0.0001        | -               |
| 3.5364 | 38900  | 0.0           | -               |
| 3.5409 | 38950  | 0.0           | -               |
| 3.5455 | 39000  | 0.0           | -               |
| 3.55   | 39050  | 0.0           | -               |
| 3.5545 | 39100  | 0.0           | -               |
| 3.5591 | 39150  | 0.0           | -               |
| 3.5636 | 39200  | 0.0           | -               |
| 3.5682 | 39250  | 0.0           | -               |
| 3.5727 | 39300  | 0.0           | -               |
| 3.5773 | 39350  | 0.0           | -               |
| 3.5818 | 39400  | 0.0003        | -               |
| 3.5864 | 39450  | 0.0           | -               |
| 3.5909 | 39500  | 0.0           | -               |
| 3.5955 | 39550  | 0.0           | -               |
| 3.6    | 39600  | 0.0004        | -               |
| 3.6045 | 39650  | 0.2547        | -               |
| 3.6091 | 39700  | 0.0001        | -               |
| 3.6136 | 39750  | 0.0001        | -               |
| 3.6182 | 39800  | 0.0002        | -               |
| 3.6227 | 39850  | 0.0001        | -               |
| 3.6273 | 39900  | 0.0           | -               |
| 3.6318 | 39950  | 0.1489        | -               |
| 3.6364 | 40000  | 0.0013        | -               |
| 3.6409 | 40050  | 0.0017        | -               |
| 3.6455 | 40100  | 0.0632        | -               |
| 3.65   | 40150  | 0.0037        | -               |
| 3.6545 | 40200  | 0.0003        | -               |
| 3.6591 | 40250  | 0.0003        | -               |
| 3.6636 | 40300  | 0.0161        | -               |
| 3.6682 | 40350  | 0.0           | -               |
| 3.6727 | 40400  | 0.004         | -               |
| 3.6773 | 40450  | 0.0002        | -               |
| 3.6818 | 40500  | 0.0001        | -               |
| 3.6864 | 40550  | 0.0001        | -               |
| 3.6909 | 40600  | 0.0001        | -               |
| 3.6955 | 40650  | 0.0013        | -               |
| 3.7    | 40700  | 0.0001        | -               |
| 3.7045 | 40750  | 0.0           | -               |
| 3.7091 | 40800  | 0.0001        | -               |
| 3.7136 | 40850  | 0.0           | -               |
| 3.7182 | 40900  | 0.0001        | -               |
| 3.7227 | 40950  | 0.0002        | -               |
| 3.7273 | 41000  | 0.0046        | -               |
| 3.7318 | 41050  | 0.0           | -               |
| 3.7364 | 41100  | 0.1408        | -               |
| 3.7409 | 41150  | 0.0002        | -               |
| 3.7455 | 41200  | 0.0252        | -               |
| 3.75   | 41250  | 0.0           | -               |
| 3.7545 | 41300  | 0.0002        | -               |
| 3.7591 | 41350  | 0.0001        | -               |
| 3.7636 | 41400  | 0.2435        | -               |
| 3.7682 | 41450  | 0.0           | -               |
| 3.7727 | 41500  | 0.0027        | -               |
| 3.7773 | 41550  | 0.0007        | -               |
| 3.7818 | 41600  | 0.0           | -               |
| 3.7864 | 41650  | 0.0022        | -               |
| 3.7909 | 41700  | 0.0004        | -               |
| 3.7955 | 41750  | 0.0           | -               |
| 3.8    | 41800  | 0.0           | -               |
| 3.8045 | 41850  | 0.2471        | -               |
| 3.8091 | 41900  | 0.0           | -               |
| 3.8136 | 41950  | 0.0           | -               |
| 3.8182 | 42000  | 0.0           | -               |
| 3.8227 | 42050  | 0.0001        | -               |
| 3.8273 | 42100  | 0.0001        | -               |
| 3.8318 | 42150  | 0.0           | -               |
| 3.8364 | 42200  | 0.0           | -               |
| 3.8409 | 42250  | 0.0           | -               |
| 3.8455 | 42300  | 0.0           | -               |
| 3.85   | 42350  | 0.0003        | -               |
| 3.8545 | 42400  | 0.0           | -               |
| 3.8591 | 42450  | 0.0           | -               |
| 3.8636 | 42500  | 0.0013        | -               |
| 3.8682 | 42550  | 0.0           | -               |
| 3.8727 | 42600  | 0.0003        | -               |
| 3.8773 | 42650  | 0.1858        | -               |
| 3.8818 | 42700  | 0.0           | -               |
| 3.8864 | 42750  | 0.0197        | -               |
| 3.8909 | 42800  | 0.0           | -               |
| 3.8955 | 42850  | 0.0051        | -               |
| 3.9    | 42900  | 0.0           | -               |
| 3.9045 | 42950  | 0.0004        | -               |
| 3.9091 | 43000  | 0.0014        | -               |
| 3.9136 | 43050  | 0.0026        | -               |
| 3.9182 | 43100  | 0.0           | -               |
| 3.9227 | 43150  | 0.0           | -               |
| 3.9273 | 43200  | 0.0011        | -               |
| 3.9318 | 43250  | 0.2407        | -               |
| 3.9364 | 43300  | 0.0           | -               |
| 3.9409 | 43350  | 0.0           | -               |
| 3.9455 | 43400  | 0.0001        | -               |
| 3.95   | 43450  | 0.0036        | -               |
| 3.9545 | 43500  | 0.0008        | -               |
| 3.9591 | 43550  | 0.0001        | -               |
| 3.9636 | 43600  | 0.0           | -               |
| 3.9682 | 43650  | 0.0001        | -               |
| 3.9727 | 43700  | 0.0           | -               |
| 3.9773 | 43750  | 0.0           | -               |
| 3.9818 | 43800  | 0.0           | -               |
| 3.9864 | 43850  | 0.0           | -               |
| 3.9909 | 43900  | 0.2426        | -               |
| 3.9955 | 43950  | 0.0001        | -               |
| 4.0    | 44000  | 0.0           | -               |
| 4.0045 | 44050  | 0.0           | -               |
| 4.0091 | 44100  | 0.0           | -               |
| 4.0136 | 44150  | 0.0022        | -               |
| 4.0182 | 44200  | 0.0           | -               |
| 4.0227 | 44250  | 0.0           | -               |
| 4.0273 | 44300  | 0.0           | -               |
| 4.0318 | 44350  | 0.0           | -               |
| 4.0364 | 44400  | 0.0132        | -               |
| 4.0409 | 44450  | 0.0           | -               |
| 4.0455 | 44500  | 0.0           | -               |
| 4.05   | 44550  | 0.0           | -               |
| 4.0545 | 44600  | 0.0           | -               |
| 4.0591 | 44650  | 0.0001        | -               |
| 4.0636 | 44700  | 0.0042        | -               |
| 4.0682 | 44750  | 0.0           | -               |
| 4.0727 | 44800  | 0.0           | -               |
| 4.0773 | 44850  | 0.0001        | -               |
| 4.0818 | 44900  | 0.0           | -               |
| 4.0864 | 44950  | 0.0           | -               |
| 4.0909 | 45000  | 0.0026        | -               |
| 4.0955 | 45050  | 0.0001        | -               |
| 4.1    | 45100  | 0.0001        | -               |
| 4.1045 | 45150  | 0.0           | -               |
| 4.1091 | 45200  | 0.0           | -               |
| 4.1136 | 45250  | 0.0034        | -               |
| 4.1182 | 45300  | 0.0001        | -               |
| 4.1227 | 45350  | 0.2462        | -               |
| 4.1273 | 45400  | 0.2459        | -               |
| 4.1318 | 45450  | 0.0002        | -               |
| 4.1364 | 45500  | 0.0001        | -               |
| 4.1409 | 45550  | 0.0           | -               |
| 4.1455 | 45600  | 0.0002        | -               |
| 4.15   | 45650  | 0.0001        | -               |
| 4.1545 | 45700  | 0.0           | -               |
| 4.1591 | 45750  | 0.0           | -               |
| 4.1636 | 45800  | 0.0           | -               |
| 4.1682 | 45850  | 0.001         | -               |
| 4.1727 | 45900  | 0.0065        | -               |
| 4.1773 | 45950  | 0.0002        | -               |
| 4.1818 | 46000  | 0.0001        | -               |
| 4.1864 | 46050  | 0.0001        | -               |
| 4.1909 | 46100  | 0.0           | -               |
| 4.1955 | 46150  | 0.0           | -               |
| 4.2    | 46200  | 0.0001        | -               |
| 4.2045 | 46250  | 0.0           | -               |
| 4.2091 | 46300  | 0.0           | -               |
| 4.2136 | 46350  | 0.0           | -               |
| 4.2182 | 46400  | 0.2457        | -               |
| 4.2227 | 46450  | 0.0001        | -               |
| 4.2273 | 46500  | 0.0001        | -               |
| 4.2318 | 46550  | 0.0           | -               |
| 4.2364 | 46600  | 0.0053        | -               |
| 4.2409 | 46650  | 0.0001        | -               |
| 4.2455 | 46700  | 0.0           | -               |
| 4.25   | 46750  | 0.0           | -               |
| 4.2545 | 46800  | 0.0009        | -               |
| 4.2591 | 46850  | 0.0           | -               |
| 4.2636 | 46900  | 0.0001        | -               |
| 4.2682 | 46950  | 0.0           | -               |
| 4.2727 | 47000  | 0.0           | -               |
| 4.2773 | 47050  | 0.0           | -               |
| 4.2818 | 47100  | 0.0002        | -               |
| 4.2864 | 47150  | 0.0001        | -               |
| 4.2909 | 47200  | 0.0002        | -               |
| 4.2955 | 47250  | 0.0011        | -               |
| 4.3    | 47300  | 0.0581        | -               |
| 4.3045 | 47350  | 0.0           | -               |
| 4.3091 | 47400  | 0.0           | -               |
| 4.3136 | 47450  | 0.0004        | -               |
| 4.3182 | 47500  | 0.0001        | -               |
| 4.3227 | 47550  | 0.0001        | -               |
| 4.3273 | 47600  | 0.0           | -               |
| 4.3318 | 47650  | 0.0064        | -               |
| 4.3364 | 47700  | 0.0001        | -               |
| 4.3409 | 47750  | 0.0001        | -               |
| 4.3455 | 47800  | 0.0001        | -               |
| 4.35   | 47850  | 0.0002        | -               |
| 4.3545 | 47900  | 0.0002        | -               |
| 4.3591 | 47950  | 0.0012        | -               |
| 4.3636 | 48000  | 0.0001        | -               |
| 4.3682 | 48050  | 0.0001        | -               |
| 4.3727 | 48100  | 0.0           | -               |
| 4.3773 | 48150  | 0.0001        | -               |
| 4.3818 | 48200  | 0.0           | -               |
| 4.3864 | 48250  | 0.0           | -               |
| 4.3909 | 48300  | 0.0           | -               |
| 4.3955 | 48350  | 0.0           | -               |
| 4.4    | 48400  | 0.0           | -               |
| 4.4045 | 48450  | 0.0           | -               |
| 4.4091 | 48500  | 0.0027        | -               |
| 4.4136 | 48550  | 0.0           | -               |
| 4.4182 | 48600  | 0.0001        | -               |
| 4.4227 | 48650  | 0.0           | -               |
| 4.4273 | 48700  | 0.0001        | -               |
| 4.4318 | 48750  | 0.0           | -               |
| 4.4364 | 48800  | 0.0001        | -               |
| 4.4409 | 48850  | 0.0014        | -               |
| 4.4455 | 48900  | 0.0008        | -               |
| 4.45   | 48950  | 0.0           | -               |
| 4.4545 | 49000  | 0.0           | -               |
| 4.4591 | 49050  | 0.0           | -               |
| 4.4636 | 49100  | 0.0           | -               |
| 4.4682 | 49150  | 0.0001        | -               |
| 4.4727 | 49200  | 0.0           | -               |
| 4.4773 | 49250  | 0.0013        | -               |
| 4.4818 | 49300  | 0.0           | -               |
| 4.4864 | 49350  | 0.0           | -               |
| 4.4909 | 49400  | 0.0           | -               |
| 4.4955 | 49450  | 0.0           | -               |
| 4.5    | 49500  | 0.0           | -               |
| 4.5045 | 49550  | 0.0001        | -               |
| 4.5091 | 49600  | 0.0           | -               |
| 4.5136 | 49650  | 0.0001        | -               |
| 4.5182 | 49700  | 0.0001        | -               |
| 4.5227 | 49750  | 0.0001        | -               |
| 4.5273 | 49800  | 0.0           | -               |
| 4.5318 | 49850  | 0.0           | -               |
| 4.5364 | 49900  | 0.0           | -               |
| 4.5409 | 49950  | 0.0005        | -               |
| 4.5455 | 50000  | 0.0002        | -               |
| 4.55   | 50050  | 0.0           | -               |
| 4.5545 | 50100  | 0.0001        | -               |
| 4.5591 | 50150  | 0.0005        | -               |
| 4.5636 | 50200  | 0.0004        | -               |
| 4.5682 | 50250  | 0.0           | -               |
| 4.5727 | 50300  | 0.0002        | -               |
| 4.5773 | 50350  | 0.0001        | -               |
| 4.5818 | 50400  | 0.0001        | -               |
| 4.5864 | 50450  | 0.0           | -               |
| 4.5909 | 50500  | 0.0002        | -               |
| 4.5955 | 50550  | 0.0001        | -               |
| 4.6    | 50600  | 0.0           | -               |
| 4.6045 | 50650  | 0.0           | -               |
| 4.6091 | 50700  | 0.0           | -               |
| 4.6136 | 50750  | 0.0001        | -               |
| 4.6182 | 50800  | 0.0           | -               |
| 4.6227 | 50850  | 0.0           | -               |
| 4.6273 | 50900  | 0.0           | -               |
| 4.6318 | 50950  | 0.0001        | -               |
| 4.6364 | 51000  | 0.0           | -               |
| 4.6409 | 51050  | 0.0001        | -               |
| 4.6455 | 51100  | 0.0001        | -               |
| 4.65   | 51150  | 0.0           | -               |
| 4.6545 | 51200  | 0.0001        | -               |
| 4.6591 | 51250  | 0.0           | -               |
| 4.6636 | 51300  | 0.0           | -               |
| 4.6682 | 51350  | 0.0001        | -               |
| 4.6727 | 51400  | 0.0001        | -               |
| 4.6773 | 51450  | 0.0001        | -               |
| 4.6818 | 51500  | 0.0001        | -               |
| 4.6864 | 51550  | 0.0           | -               |
| 4.6909 | 51600  | 0.0002        | -               |
| 4.6955 | 51650  | 0.0           | -               |
| 4.7    | 51700  | 0.0           | -               |
| 4.7045 | 51750  | 0.0           | -               |
| 4.7091 | 51800  | 0.0           | -               |
| 4.7136 | 51850  | 0.0014        | -               |
| 4.7182 | 51900  | 0.0002        | -               |
| 4.7227 | 51950  | 0.0           | -               |
| 4.7273 | 52000  | 0.0           | -               |
| 4.7318 | 52050  | 0.0001        | -               |
| 4.7364 | 52100  | 0.0           | -               |
| 4.7409 | 52150  | 0.0           | -               |
| 4.7455 | 52200  | 0.0           | -               |
| 4.75   | 52250  | 0.0002        | -               |
| 4.7545 | 52300  | 0.0           | -               |
| 4.7591 | 52350  | 0.0001        | -               |
| 4.7636 | 52400  | 0.0001        | -               |
| 4.7682 | 52450  | 0.0           | -               |
| 4.7727 | 52500  | 0.0001        | -               |
| 4.7773 | 52550  | 0.0           | -               |
| 4.7818 | 52600  | 0.0           | -               |
| 4.7864 | 52650  | 0.0           | -               |
| 4.7909 | 52700  | 0.0001        | -               |
| 4.7955 | 52750  | 0.0           | -               |
| 4.8    | 52800  | 0.0           | -               |
| 4.8045 | 52850  | 0.0           | -               |
| 4.8091 | 52900  | 0.0           | -               |
| 4.8136 | 52950  | 0.0001        | -               |
| 4.8182 | 53000  | 0.0002        | -               |
| 4.8227 | 53050  | 0.0           | -               |
| 4.8273 | 53100  | 0.0           | -               |
| 4.8318 | 53150  | 0.0           | -               |
| 4.8364 | 53200  | 0.0           | -               |
| 4.8409 | 53250  | 0.0003        | -               |
| 4.8455 | 53300  | 0.0002        | -               |
| 4.85   | 53350  | 0.0001        | -               |
| 4.8545 | 53400  | 0.0003        | -               |
| 4.8591 | 53450  | 0.0           | -               |
| 4.8636 | 53500  | 0.0           | -               |
| 4.8682 | 53550  | 0.0           | -               |
| 4.8727 | 53600  | 0.0           | -               |
| 4.8773 | 53650  | 0.0001        | -               |
| 4.8818 | 53700  | 0.0           | -               |
| 4.8864 | 53750  | 0.0           | -               |
| 4.8909 | 53800  | 0.0003        | -               |
| 4.8955 | 53850  | 0.0           | -               |
| 4.9    | 53900  | 0.0           | -               |
| 4.9045 | 53950  | 0.0           | -               |
| 4.9091 | 54000  | 0.0001        | -               |
| 4.9136 | 54050  | 0.0           | -               |
| 4.9182 | 54100  | 0.0001        | -               |
| 4.9227 | 54150  | 0.0           | -               |
| 4.9273 | 54200  | 0.0001        | -               |
| 4.9318 | 54250  | 0.0008        | -               |
| 4.9364 | 54300  | 0.0001        | -               |
| 4.9409 | 54350  | 0.0           | -               |
| 4.9455 | 54400  | 0.0001        | -               |
| 4.95   | 54450  | 0.0           | -               |
| 4.9545 | 54500  | 0.0           | -               |
| 4.9591 | 54550  | 0.0           | -               |
| 4.9636 | 54600  | 0.0           | -               |
| 4.9682 | 54650  | 0.0           | -               |
| 4.9727 | 54700  | 0.0           | -               |
| 4.9773 | 54750  | 0.0           | -               |
| 4.9818 | 54800  | 0.0001        | -               |
| 4.9864 | 54850  | 0.0           | -               |
| 4.9909 | 54900  | 0.0001        | -               |
| 4.9955 | 54950  | 0.0001        | -               |
| 5.0    | 55000  | 0.0001        | -               |
| 5.0045 | 55050  | 0.0           | -               |
| 5.0091 | 55100  | 0.0001        | -               |
| 5.0136 | 55150  | 0.0           | -               |
| 5.0182 | 55200  | 0.0           | -               |
| 5.0227 | 55250  | 0.245         | -               |
| 5.0273 | 55300  | 0.0           | -               |
| 5.0318 | 55350  | 0.0011        | -               |
| 5.0364 | 55400  | 0.0001        | -               |
| 5.0409 | 55450  | 0.0001        | -               |
| 5.0455 | 55500  | 0.0           | -               |
| 5.05   | 55550  | 0.0002        | -               |
| 5.0545 | 55600  | 0.0           | -               |
| 5.0591 | 55650  | 0.0           | -               |
| 5.0636 | 55700  | 0.0001        | -               |
| 5.0682 | 55750  | 0.0001        | -               |
| 5.0727 | 55800  | 0.0           | -               |
| 5.0773 | 55850  | 0.0           | -               |
| 5.0818 | 55900  | 0.0           | -               |
| 5.0864 | 55950  | 0.0           | -               |
| 5.0909 | 56000  | 0.0           | -               |
| 5.0955 | 56050  | 0.0           | -               |
| 5.1    | 56100  | 0.0           | -               |
| 5.1045 | 56150  | 0.0           | -               |
| 5.1091 | 56200  | 0.0           | -               |
| 5.1136 | 56250  | 0.0001        | -               |
| 5.1182 | 56300  | 0.0           | -               |
| 5.1227 | 56350  | 0.0           | -               |
| 5.1273 | 56400  | 0.0           | -               |
| 5.1318 | 56450  | 0.0           | -               |
| 5.1364 | 56500  | 0.0           | -               |
| 5.1409 | 56550  | 0.0           | -               |
| 5.1455 | 56600  | 0.0002        | -               |
| 5.15   | 56650  | 0.0           | -               |
| 5.1545 | 56700  | 0.0001        | -               |
| 5.1591 | 56750  | 0.0057        | -               |
| 5.1636 | 56800  | 0.0           | -               |
| 5.1682 | 56850  | 0.0           | -               |
| 5.1727 | 56900  | 0.0           | -               |
| 5.1773 | 56950  | 0.0           | -               |
| 5.1818 | 57000  | 0.0           | -               |
| 5.1864 | 57050  | 0.0           | -               |
| 5.1909 | 57100  | 0.0           | -               |
| 5.1955 | 57150  | 0.0           | -               |
| 5.2    | 57200  | 0.0           | -               |
| 5.2045 | 57250  | 0.0001        | -               |
| 5.2091 | 57300  | 0.0           | -               |
| 5.2136 | 57350  | 0.0           | -               |
| 5.2182 | 57400  | 0.0           | -               |
| 5.2227 | 57450  | 0.0           | -               |
| 5.2273 | 57500  | 0.0           | -               |
| 5.2318 | 57550  | 0.0001        | -               |
| 5.2364 | 57600  | 0.0           | -               |
| 5.2409 | 57650  | 0.0           | -               |
| 5.2455 | 57700  | 0.0001        | -               |
| 5.25   | 57750  | 0.0           | -               |
| 5.2545 | 57800  | 0.0001        | -               |
| 5.2591 | 57850  | 0.0           | -               |
| 5.2636 | 57900  | 0.0           | -               |
| 5.2682 | 57950  | 0.0           | -               |
| 5.2727 | 58000  | 0.0           | -               |
| 5.2773 | 58050  | 0.0           | -               |
| 5.2818 | 58100  | 0.0           | -               |
| 5.2864 | 58150  | 0.0001        | -               |
| 5.2909 | 58200  | 0.0           | -               |
| 5.2955 | 58250  | 0.0           | -               |
| 5.3    | 58300  | 0.0           | -               |
| 5.3045 | 58350  | 0.0           | -               |
| 5.3091 | 58400  | 0.0           | -               |
| 5.3136 | 58450  | 0.0           | -               |
| 5.3182 | 58500  | 0.0003        | -               |
| 5.3227 | 58550  | 0.0           | -               |
| 5.3273 | 58600  | 0.0           | -               |
| 5.3318 | 58650  | 0.0           | -               |
| 5.3364 | 58700  | 0.0001        | -               |
| 5.3409 | 58750  | 0.0           | -               |
| 5.3455 | 58800  | 0.0001        | -               |
| 5.35   | 58850  | 0.0           | -               |
| 5.3545 | 58900  | 0.0           | -               |
| 5.3591 | 58950  | 0.0001        | -               |
| 5.3636 | 59000  | 0.0           | -               |
| 5.3682 | 59050  | 0.0           | -               |
| 5.3727 | 59100  | 0.0           | -               |
| 5.3773 | 59150  | 0.0           | -               |
| 5.3818 | 59200  | 0.0           | -               |
| 5.3864 | 59250  | 0.0           | -               |
| 5.3909 | 59300  | 0.0001        | -               |
| 5.3955 | 59350  | 0.0001        | -               |
| 5.4    | 59400  | 0.0           | -               |
| 5.4045 | 59450  | 0.0           | -               |
| 5.4091 | 59500  | 0.0           | -               |
| 5.4136 | 59550  | 0.0           | -               |
| 5.4182 | 59600  | 0.0001        | -               |
| 5.4227 | 59650  | 0.0           | -               |
| 5.4273 | 59700  | 0.0           | -               |
| 5.4318 | 59750  | 0.0           | -               |
| 5.4364 | 59800  | 0.0           | -               |
| 5.4409 | 59850  | 0.0           | -               |
| 5.4455 | 59900  | 0.0           | -               |
| 5.45   | 59950  | 0.0001        | -               |
| 5.4545 | 60000  | 0.0           | -               |
| 5.4591 | 60050  | 0.0001        | -               |
| 5.4636 | 60100  | 0.0           | -               |
| 5.4682 | 60150  | 0.0           | -               |
| 5.4727 | 60200  | 0.0           | -               |
| 5.4773 | 60250  | 0.0           | -               |
| 5.4818 | 60300  | 0.0001        | -               |
| 5.4864 | 60350  | 0.0           | -               |
| 5.4909 | 60400  | 0.0           | -               |
| 5.4955 | 60450  | 0.0           | -               |
| 5.5    | 60500  | 0.0           | -               |
| 5.5045 | 60550  | 0.0           | -               |
| 5.5091 | 60600  | 0.0           | -               |
| 5.5136 | 60650  | 0.0           | -               |
| 5.5182 | 60700  | 0.0           | -               |
| 5.5227 | 60750  | 0.0001        | -               |
| 5.5273 | 60800  | 0.0           | -               |
| 5.5318 | 60850  | 0.0           | -               |
| 5.5364 | 60900  | 0.0           | -               |
| 5.5409 | 60950  | 0.0           | -               |
| 5.5455 | 61000  | 0.0           | -               |
| 5.55   | 61050  | 0.0001        | -               |
| 5.5545 | 61100  | 0.0           | -               |
| 5.5591 | 61150  | 0.0           | -               |
| 5.5636 | 61200  | 0.0           | -               |
| 5.5682 | 61250  | 0.0002        | -               |
| 5.5727 | 61300  | 0.0001        | -               |
| 5.5773 | 61350  | 0.0001        | -               |
| 5.5818 | 61400  | 0.0001        | -               |
| 5.5864 | 61450  | 0.0           | -               |
| 5.5909 | 61500  | 0.0           | -               |
| 5.5955 | 61550  | 0.0           | -               |
| 5.6    | 61600  | 0.0001        | -               |
| 5.6045 | 61650  | 0.0           | -               |
| 5.6091 | 61700  | 0.0           | -               |
| 5.6136 | 61750  | 0.0           | -               |
| 5.6182 | 61800  | 0.0           | -               |
| 5.6227 | 61850  | 0.0           | -               |
| 5.6273 | 61900  | 0.0           | -               |
| 5.6318 | 61950  | 0.0           | -               |
| 5.6364 | 62000  | 0.0           | -               |
| 5.6409 | 62050  | 0.0           | -               |
| 5.6455 | 62100  | 0.0           | -               |
| 5.65   | 62150  | 0.0           | -               |
| 5.6545 | 62200  | 0.0           | -               |
| 5.6591 | 62250  | 0.0           | -               |
| 5.6636 | 62300  | 0.0           | -               |
| 5.6682 | 62350  | 0.0           | -               |
| 5.6727 | 62400  | 0.0           | -               |
| 5.6773 | 62450  | 0.0           | -               |
| 5.6818 | 62500  | 0.0           | -               |
| 5.6864 | 62550  | 0.0           | -               |
| 5.6909 | 62600  | 0.0           | -               |
| 5.6955 | 62650  | 0.0           | -               |
| 5.7    | 62700  | 0.0           | -               |
| 5.7045 | 62750  | 0.0           | -               |
| 5.7091 | 62800  | 0.0           | -               |
| 5.7136 | 62850  | 0.0           | -               |
| 5.7182 | 62900  | 0.0           | -               |
| 5.7227 | 62950  | 0.0001        | -               |
| 5.7273 | 63000  | 0.0           | -               |
| 5.7318 | 63050  | 0.0           | -               |
| 5.7364 | 63100  | 0.0           | -               |
| 5.7409 | 63150  | 0.0           | -               |
| 5.7455 | 63200  | 0.0           | -               |
| 5.75   | 63250  | 0.0           | -               |
| 5.7545 | 63300  | 0.0           | -               |
| 5.7591 | 63350  | 0.0           | -               |
| 5.7636 | 63400  | 0.0           | -               |
| 5.7682 | 63450  | 0.0           | -               |
| 5.7727 | 63500  | 0.0           | -               |
| 5.7773 | 63550  | 0.0           | -               |
| 5.7818 | 63600  | 0.0001        | -               |
| 5.7864 | 63650  | 0.0           | -               |
| 5.7909 | 63700  | 0.0           | -               |
| 5.7955 | 63750  | 0.0           | -               |
| 5.8    | 63800  | 0.0           | -               |
| 5.8045 | 63850  | 0.0           | -               |
| 5.8091 | 63900  | 0.0001        | -               |
| 5.8136 | 63950  | 0.0           | -               |
| 5.8182 | 64000  | 0.0002        | -               |
| 5.8227 | 64050  | 0.0           | -               |
| 5.8273 | 64100  | 0.0           | -               |
| 5.8318 | 64150  | 0.0           | -               |
| 5.8364 | 64200  | 0.0           | -               |
| 5.8409 | 64250  | 0.0           | -               |
| 5.8455 | 64300  | 0.0           | -               |
| 5.85   | 64350  | 0.0001        | -               |
| 5.8545 | 64400  | 0.0           | -               |
| 5.8591 | 64450  | 0.0           | -               |
| 5.8636 | 64500  | 0.0           | -               |
| 5.8682 | 64550  | 0.0           | -               |
| 5.8727 | 64600  | 0.0           | -               |
| 5.8773 | 64650  | 0.0001        | -               |
| 5.8818 | 64700  | 0.0001        | -               |
| 5.8864 | 64750  | 0.0           | -               |
| 5.8909 | 64800  | 0.0           | -               |
| 5.8955 | 64850  | 0.0001        | -               |
| 5.9    | 64900  | 0.0001        | -               |
| 5.9045 | 64950  | 0.0           | -               |
| 5.9091 | 65000  | 0.0           | -               |
| 5.9136 | 65050  | 0.0           | -               |
| 5.9182 | 65100  | 0.0001        | -               |
| 5.9227 | 65150  | 0.0           | -               |
| 5.9273 | 65200  | 0.0           | -               |
| 5.9318 | 65250  | 0.0           | -               |
| 5.9364 | 65300  | 0.0           | -               |
| 5.9409 | 65350  | 0.0           | -               |
| 5.9455 | 65400  | 0.0001        | -               |
| 5.95   | 65450  | 0.0           | -               |
| 5.9545 | 65500  | 0.0           | -               |
| 5.9591 | 65550  | 0.0           | -               |
| 5.9636 | 65600  | 0.0           | -               |
| 5.9682 | 65650  | 0.0           | -               |
| 5.9727 | 65700  | 0.0001        | -               |
| 5.9773 | 65750  | 0.0           | -               |
| 5.9818 | 65800  | 0.0           | -               |
| 5.9864 | 65850  | 0.0001        | -               |
| 5.9909 | 65900  | 0.0           | -               |
| 5.9955 | 65950  | 0.0           | -               |
| 6.0    | 66000  | 0.0           | -               |
| 6.0045 | 66050  | 0.0001        | -               |
| 6.0091 | 66100  | 0.0           | -               |
| 6.0136 | 66150  | 0.0           | -               |
| 6.0182 | 66200  | 0.0           | -               |
| 6.0227 | 66250  | 0.0           | -               |
| 6.0273 | 66300  | 0.0           | -               |
| 6.0318 | 66350  | 0.0           | -               |
| 6.0364 | 66400  | 0.0           | -               |
| 6.0409 | 66450  | 0.0           | -               |
| 6.0455 | 66500  | 0.0           | -               |
| 6.05   | 66550  | 0.0           | -               |
| 6.0545 | 66600  | 0.0           | -               |
| 6.0591 | 66650  | 0.0           | -               |
| 6.0636 | 66700  | 0.0001        | -               |
| 6.0682 | 66750  | 0.0           | -               |
| 6.0727 | 66800  | 0.0           | -               |
| 6.0773 | 66850  | 0.0           | -               |
| 6.0818 | 66900  | 0.0           | -               |
| 6.0864 | 66950  | 0.0           | -               |
| 6.0909 | 67000  | 0.0           | -               |
| 6.0955 | 67050  | 0.0002        | -               |
| 6.1    | 67100  | 0.0           | -               |
| 6.1045 | 67150  | 0.0           | -               |
| 6.1091 | 67200  | 0.0           | -               |
| 6.1136 | 67250  | 0.0           | -               |
| 6.1182 | 67300  | 0.0           | -               |
| 6.1227 | 67350  | 0.0001        | -               |
| 6.1273 | 67400  | 0.0           | -               |
| 6.1318 | 67450  | 0.0           | -               |
| 6.1364 | 67500  | 0.0           | -               |
| 6.1409 | 67550  | 0.0           | -               |
| 6.1455 | 67600  | 0.0001        | -               |
| 6.15   | 67650  | 0.0           | -               |
| 6.1545 | 67700  | 0.0           | -               |
| 6.1591 | 67750  | 0.0           | -               |
| 6.1636 | 67800  | 0.0           | -               |
| 6.1682 | 67850  | 0.0           | -               |
| 6.1727 | 67900  | 0.0           | -               |
| 6.1773 | 67950  | 0.0           | -               |
| 6.1818 | 68000  | 0.0           | -               |
| 6.1864 | 68050  | 0.0           | -               |
| 6.1909 | 68100  | 0.0           | -               |
| 6.1955 | 68150  | 0.0           | -               |
| 6.2    | 68200  | 0.0           | -               |
| 6.2045 | 68250  | 0.0           | -               |
| 6.2091 | 68300  | 0.0           | -               |
| 6.2136 | 68350  | 0.0           | -               |
| 6.2182 | 68400  | 0.0           | -               |
| 6.2227 | 68450  | 0.0           | -               |
| 6.2273 | 68500  | 0.0           | -               |
| 6.2318 | 68550  | 0.0001        | -               |
| 6.2364 | 68600  | 0.0           | -               |
| 6.2409 | 68650  | 0.0           | -               |
| 6.2455 | 68700  | 0.0           | -               |
| 6.25   | 68750  | 0.0           | -               |
| 6.2545 | 68800  | 0.0001        | -               |
| 6.2591 | 68850  | 0.0           | -               |
| 6.2636 | 68900  | 0.0           | -               |
| 6.2682 | 68950  | 0.0           | -               |
| 6.2727 | 69000  | 0.0           | -               |
| 6.2773 | 69050  | 0.0           | -               |
| 6.2818 | 69100  | 0.0           | -               |
| 6.2864 | 69150  | 0.0           | -               |
| 6.2909 | 69200  | 0.0           | -               |
| 6.2955 | 69250  | 0.0           | -               |
| 6.3    | 69300  | 0.0           | -               |
| 6.3045 | 69350  | 0.0001        | -               |
| 6.3091 | 69400  | 0.0           | -               |
| 6.3136 | 69450  | 0.0           | -               |
| 6.3182 | 69500  | 0.0           | -               |
| 6.3227 | 69550  | 0.0           | -               |
| 6.3273 | 69600  | 0.0           | -               |
| 6.3318 | 69650  | 0.0           | -               |
| 6.3364 | 69700  | 0.0           | -               |
| 6.3409 | 69750  | 0.0           | -               |
| 6.3455 | 69800  | 0.0           | -               |
| 6.35   | 69850  | 0.0001        | -               |
| 6.3545 | 69900  | 0.0001        | -               |
| 6.3591 | 69950  | 0.0           | -               |
| 6.3636 | 70000  | 0.0           | -               |
| 6.3682 | 70050  | 0.0           | -               |
| 6.3727 | 70100  | 0.0           | -               |
| 6.3773 | 70150  | 0.0001        | -               |
| 6.3818 | 70200  | 0.0           | -               |
| 6.3864 | 70250  | 0.0           | -               |
| 6.3909 | 70300  | 0.0           | -               |
| 6.3955 | 70350  | 0.0001        | -               |
| 6.4    | 70400  | 0.0           | -               |
| 6.4045 | 70450  | 0.0001        | -               |
| 6.4091 | 70500  | 0.0001        | -               |
| 6.4136 | 70550  | 0.0           | -               |
| 6.4182 | 70600  | 0.0           | -               |
| 6.4227 | 70650  | 0.0           | -               |
| 6.4273 | 70700  | 0.0           | -               |
| 6.4318 | 70750  | 0.0           | -               |
| 6.4364 | 70800  | 0.0           | -               |
| 6.4409 | 70850  | 0.0001        | -               |
| 6.4455 | 70900  | 0.0           | -               |
| 6.45   | 70950  | 0.0001        | -               |
| 6.4545 | 71000  | 0.0           | -               |
| 6.4591 | 71050  | 0.0           | -               |
| 6.4636 | 71100  | 0.0           | -               |
| 6.4682 | 71150  | 0.0           | -               |
| 6.4727 | 71200  | 0.0           | -               |
| 6.4773 | 71250  | 0.0           | -               |
| 6.4818 | 71300  | 0.0           | -               |
| 6.4864 | 71350  | 0.0           | -               |
| 6.4909 | 71400  | 0.0           | -               |
| 6.4955 | 71450  | 0.0           | -               |
| 6.5    | 71500  | 0.0           | -               |
| 6.5045 | 71550  | 0.0           | -               |
| 6.5091 | 71600  | 0.0001        | -               |
| 6.5136 | 71650  | 0.0001        | -               |
| 6.5182 | 71700  | 0.0           | -               |
| 6.5227 | 71750  | 0.0           | -               |
| 6.5273 | 71800  | 0.0001        | -               |
| 6.5318 | 71850  | 0.0001        | -               |
| 6.5364 | 71900  | 0.0           | -               |
| 6.5409 | 71950  | 0.0           | -               |
| 6.5455 | 72000  | 0.0           | -               |
| 6.55   | 72050  | 0.0           | -               |
| 6.5545 | 72100  | 0.0           | -               |
| 6.5591 | 72150  | 0.0001        | -               |
| 6.5636 | 72200  | 0.0001        | -               |
| 6.5682 | 72250  | 0.0           | -               |
| 6.5727 | 72300  | 0.0           | -               |
| 6.5773 | 72350  | 0.0001        | -               |
| 6.5818 | 72400  | 0.0           | -               |
| 6.5864 | 72450  | 0.0           | -               |
| 6.5909 | 72500  | 0.0           | -               |
| 6.5955 | 72550  | 0.0           | -               |
| 6.6    | 72600  | 0.0           | -               |
| 6.6045 | 72650  | 0.0           | -               |
| 6.6091 | 72700  | 0.0           | -               |
| 6.6136 | 72750  | 0.0           | -               |
| 6.6182 | 72800  | 0.0           | -               |
| 6.6227 | 72850  | 0.0001        | -               |
| 6.6273 | 72900  | 0.0           | -               |
| 6.6318 | 72950  | 0.0           | -               |
| 6.6364 | 73000  | 0.0           | -               |
| 6.6409 | 73050  | 0.0           | -               |
| 6.6455 | 73100  | 0.0           | -               |
| 6.65   | 73150  | 0.0001        | -               |
| 6.6545 | 73200  | 0.0           | -               |
| 6.6591 | 73250  | 0.0           | -               |
| 6.6636 | 73300  | 0.0           | -               |
| 6.6682 | 73350  | 0.0           | -               |
| 6.6727 | 73400  | 0.0           | -               |
| 6.6773 | 73450  | 0.0001        | -               |
| 6.6818 | 73500  | 0.0001        | -               |
| 6.6864 | 73550  | 0.0           | -               |
| 6.6909 | 73600  | 0.0           | -               |
| 6.6955 | 73650  | 0.0           | -               |
| 6.7    | 73700  | 0.0           | -               |
| 6.7045 | 73750  | 0.0           | -               |
| 6.7091 | 73800  | 0.0           | -               |
| 6.7136 | 73850  | 0.0           | -               |
| 6.7182 | 73900  | 0.0           | -               |
| 6.7227 | 73950  | 0.0001        | -               |
| 6.7273 | 74000  | 0.0           | -               |
| 6.7318 | 74050  | 0.0           | -               |
| 6.7364 | 74100  | 0.0           | -               |
| 6.7409 | 74150  | 0.0001        | -               |
| 6.7455 | 74200  | 0.0           | -               |
| 6.75   | 74250  | 0.0           | -               |
| 6.7545 | 74300  | 0.0           | -               |
| 6.7591 | 74350  | 0.0           | -               |
| 6.7636 | 74400  | 0.0           | -               |
| 6.7682 | 74450  | 0.0           | -               |
| 6.7727 | 74500  | 0.0           | -               |
| 6.7773 | 74550  | 0.0001        | -               |
| 6.7818 | 74600  | 0.0           | -               |
| 6.7864 | 74650  | 0.0           | -               |
| 6.7909 | 74700  | 0.0           | -               |
| 6.7955 | 74750  | 0.0           | -               |
| 6.8    | 74800  | 0.0           | -               |
| 6.8045 | 74850  | 0.0           | -               |
| 6.8091 | 74900  | 0.0           | -               |
| 6.8136 | 74950  | 0.0           | -               |
| 6.8182 | 75000  | 0.0001        | -               |
| 6.8227 | 75050  | 0.0001        | -               |
| 6.8273 | 75100  | 0.0           | -               |
| 6.8318 | 75150  | 0.0           | -               |
| 6.8364 | 75200  | 0.0           | -               |
| 6.8409 | 75250  | 0.0           | -               |
| 6.8455 | 75300  | 0.0           | -               |
| 6.85   | 75350  | 0.0           | -               |
| 6.8545 | 75400  | 0.0           | -               |
| 6.8591 | 75450  | 0.0001        | -               |
| 6.8636 | 75500  | 0.0           | -               |
| 6.8682 | 75550  | 0.0           | -               |
| 6.8727 | 75600  | 0.0           | -               |
| 6.8773 | 75650  | 0.0           | -               |
| 6.8818 | 75700  | 0.0           | -               |
| 6.8864 | 75750  | 0.0           | -               |
| 6.8909 | 75800  | 0.0           | -               |
| 6.8955 | 75850  | 0.0           | -               |
| 6.9    | 75900  | 0.0           | -               |
| 6.9045 | 75950  | 0.0           | -               |
| 6.9091 | 76000  | 0.0           | -               |
| 6.9136 | 76050  | 0.0           | -               |
| 6.9182 | 76100  | 0.0           | -               |
| 6.9227 | 76150  | 0.0           | -               |
| 6.9273 | 76200  | 0.0           | -               |
| 6.9318 | 76250  | 0.0           | -               |
| 6.9364 | 76300  | 0.0           | -               |
| 6.9409 | 76350  | 0.0001        | -               |
| 6.9455 | 76400  | 0.0           | -               |
| 6.95   | 76450  | 0.0           | -               |
| 6.9545 | 76500  | 0.0           | -               |
| 6.9591 | 76550  | 0.0           | -               |
| 6.9636 | 76600  | 0.0           | -               |
| 6.9682 | 76650  | 0.0           | -               |
| 6.9727 | 76700  | 0.0           | -               |
| 6.9773 | 76750  | 0.0           | -               |
| 6.9818 | 76800  | 0.0           | -               |
| 6.9864 | 76850  | 0.0           | -               |
| 6.9909 | 76900  | 0.0           | -               |
| 6.9955 | 76950  | 0.0           | -               |
| 7.0    | 77000  | 0.0           | -               |
| 7.0045 | 77050  | 0.0           | -               |
| 7.0091 | 77100  | 0.0           | -               |
| 7.0136 | 77150  | 0.0           | -               |
| 7.0182 | 77200  | 0.0           | -               |
| 7.0227 | 77250  | 0.0001        | -               |
| 7.0273 | 77300  | 0.0           | -               |
| 7.0318 | 77350  | 0.0           | -               |
| 7.0364 | 77400  | 0.0           | -               |
| 7.0409 | 77450  | 0.0           | -               |
| 7.0455 | 77500  | 0.0           | -               |
| 7.05   | 77550  | 0.0           | -               |
| 7.0545 | 77600  | 0.0           | -               |
| 7.0591 | 77650  | 0.0           | -               |
| 7.0636 | 77700  | 0.0           | -               |
| 7.0682 | 77750  | 0.0           | -               |
| 7.0727 | 77800  | 0.0           | -               |
| 7.0773 | 77850  | 0.0           | -               |
| 7.0818 | 77900  | 0.0           | -               |
| 7.0864 | 77950  | 0.0           | -               |
| 7.0909 | 78000  | 0.0           | -               |
| 7.0955 | 78050  | 0.0           | -               |
| 7.1    | 78100  | 0.0           | -               |
| 7.1045 | 78150  | 0.0           | -               |
| 7.1091 | 78200  | 0.0           | -               |
| 7.1136 | 78250  | 0.0           | -               |
| 7.1182 | 78300  | 0.0           | -               |
| 7.1227 | 78350  | 0.0           | -               |
| 7.1273 | 78400  | 0.0           | -               |
| 7.1318 | 78450  | 0.0           | -               |
| 7.1364 | 78500  | 0.0           | -               |
| 7.1409 | 78550  | 0.0           | -               |
| 7.1455 | 78600  | 0.0           | -               |
| 7.15   | 78650  | 0.0           | -               |
| 7.1545 | 78700  | 0.0           | -               |
| 7.1591 | 78750  | 0.0           | -               |
| 7.1636 | 78800  | 0.0           | -               |
| 7.1682 | 78850  | 0.0           | -               |
| 7.1727 | 78900  | 0.0           | -               |
| 7.1773 | 78950  | 0.0           | -               |
| 7.1818 | 79000  | 0.0           | -               |
| 7.1864 | 79050  | 0.0           | -               |
| 7.1909 | 79100  | 0.0           | -               |
| 7.1955 | 79150  | 0.0           | -               |
| 7.2    | 79200  | 0.0           | -               |
| 7.2045 | 79250  | 0.0           | -               |
| 7.2091 | 79300  | 0.0           | -               |
| 7.2136 | 79350  | 0.0           | -               |
| 7.2182 | 79400  | 0.0001        | -               |
| 7.2227 | 79450  | 0.0           | -               |
| 7.2273 | 79500  | 0.0           | -               |
| 7.2318 | 79550  | 0.0           | -               |
| 7.2364 | 79600  | 0.0           | -               |
| 7.2409 | 79650  | 0.0           | -               |
| 7.2455 | 79700  | 0.0           | -               |
| 7.25   | 79750  | 0.0           | -               |
| 7.2545 | 79800  | 0.0           | -               |
| 7.2591 | 79850  | 0.0           | -               |
| 7.2636 | 79900  | 0.0           | -               |
| 7.2682 | 79950  | 0.0           | -               |
| 7.2727 | 80000  | 0.0           | -               |
| 7.2773 | 80050  | 0.0           | -               |
| 7.2818 | 80100  | 0.0           | -               |
| 7.2864 | 80150  | 0.0           | -               |
| 7.2909 | 80200  | 0.0001        | -               |
| 7.2955 | 80250  | 0.0           | -               |
| 7.3    | 80300  | 0.0           | -               |
| 7.3045 | 80350  | 0.0           | -               |
| 7.3091 | 80400  | 0.0           | -               |
| 7.3136 | 80450  | 0.0001        | -               |
| 7.3182 | 80500  | 0.0           | -               |
| 7.3227 | 80550  | 0.0           | -               |
| 7.3273 | 80600  | 0.0001        | -               |
| 7.3318 | 80650  | 0.0           | -               |
| 7.3364 | 80700  | 0.0001        | -               |
| 7.3409 | 80750  | 0.0           | -               |
| 7.3455 | 80800  | 0.0           | -               |
| 7.35   | 80850  | 0.0           | -               |
| 7.3545 | 80900  | 0.0           | -               |
| 7.3591 | 80950  | 0.0           | -               |
| 7.3636 | 81000  | 0.0           | -               |
| 7.3682 | 81050  | 0.0           | -               |
| 7.3727 | 81100  | 0.0           | -               |
| 7.3773 | 81150  | 0.0           | -               |
| 7.3818 | 81200  | 0.0           | -               |
| 7.3864 | 81250  | 0.0           | -               |
| 7.3909 | 81300  | 0.0001        | -               |
| 7.3955 | 81350  | 0.0           | -               |
| 7.4    | 81400  | 0.0           | -               |
| 7.4045 | 81450  | 0.0           | -               |
| 7.4091 | 81500  | 0.0           | -               |
| 7.4136 | 81550  | 0.0           | -               |
| 7.4182 | 81600  | 0.0           | -               |
| 7.4227 | 81650  | 0.0           | -               |
| 7.4273 | 81700  | 0.0           | -               |
| 7.4318 | 81750  | 0.0           | -               |
| 7.4364 | 81800  | 0.0           | -               |
| 7.4409 | 81850  | 0.0001        | -               |
| 7.4455 | 81900  | 0.0           | -               |
| 7.45   | 81950  | 0.0001        | -               |
| 7.4545 | 82000  | 0.0001        | -               |
| 7.4591 | 82050  | 0.0           | -               |
| 7.4636 | 82100  | 0.0           | -               |
| 7.4682 | 82150  | 0.0           | -               |
| 7.4727 | 82200  | 0.0           | -               |
| 7.4773 | 82250  | 0.0           | -               |
| 7.4818 | 82300  | 0.0           | -               |
| 7.4864 | 82350  | 0.0           | -               |
| 7.4909 | 82400  | 0.0           | -               |
| 7.4955 | 82450  | 0.0001        | -               |
| 7.5    | 82500  | 0.0           | -               |
| 7.5045 | 82550  | 0.0           | -               |
| 7.5091 | 82600  | 0.0           | -               |
| 7.5136 | 82650  | 0.0           | -               |
| 7.5182 | 82700  | 0.0           | -               |
| 7.5227 | 82750  | 0.0           | -               |
| 7.5273 | 82800  | 0.0           | -               |
| 7.5318 | 82850  | 0.0           | -               |
| 7.5364 | 82900  | 0.0           | -               |
| 7.5409 | 82950  | 0.0           | -               |
| 7.5455 | 83000  | 0.0           | -               |
| 7.55   | 83050  | 0.0           | -               |
| 7.5545 | 83100  | 0.0           | -               |
| 7.5591 | 83150  | 0.0           | -               |
| 7.5636 | 83200  | 0.0           | -               |
| 7.5682 | 83250  | 0.0           | -               |
| 7.5727 | 83300  | 0.0           | -               |
| 7.5773 | 83350  | 0.0           | -               |
| 7.5818 | 83400  | 0.0           | -               |
| 7.5864 | 83450  | 0.0           | -               |
| 7.5909 | 83500  | 0.0           | -               |
| 7.5955 | 83550  | 0.0           | -               |
| 7.6    | 83600  | 0.0           | -               |
| 7.6045 | 83650  | 0.0           | -               |
| 7.6091 | 83700  | 0.0           | -               |
| 7.6136 | 83750  | 0.0           | -               |
| 7.6182 | 83800  | 0.0           | -               |
| 7.6227 | 83850  | 0.0           | -               |
| 7.6273 | 83900  | 0.2459        | -               |
| 7.6318 | 83950  | 0.0           | -               |
| 7.6364 | 84000  | 0.0           | -               |
| 7.6409 | 84050  | 0.0           | -               |
| 7.6455 | 84100  | 0.0           | -               |
| 7.65   | 84150  | 0.0           | -               |
| 7.6545 | 84200  | 0.0           | -               |
| 7.6591 | 84250  | 0.0001        | -               |
| 7.6636 | 84300  | 0.0           | -               |
| 7.6682 | 84350  | 0.0           | -               |
| 7.6727 | 84400  | 0.0           | -               |
| 7.6773 | 84450  | 0.0           | -               |
| 7.6818 | 84500  | 0.0           | -               |
| 7.6864 | 84550  | 0.0           | -               |
| 7.6909 | 84600  | 0.0           | -               |
| 7.6955 | 84650  | 0.0           | -               |
| 7.7    | 84700  | 0.0           | -               |
| 7.7045 | 84750  | 0.0           | -               |
| 7.7091 | 84800  | 0.0           | -               |
| 7.7136 | 84850  | 0.0           | -               |
| 7.7182 | 84900  | 0.0           | -               |
| 7.7227 | 84950  | 0.0           | -               |
| 7.7273 | 85000  | 0.0           | -               |
| 7.7318 | 85050  | 0.0           | -               |
| 7.7364 | 85100  | 0.0           | -               |
| 7.7409 | 85150  | 0.0           | -               |
| 7.7455 | 85200  | 0.0           | -               |
| 7.75   | 85250  | 0.0           | -               |
| 7.7545 | 85300  | 0.0           | -               |
| 7.7591 | 85350  | 0.0           | -               |
| 7.7636 | 85400  | 0.0           | -               |
| 7.7682 | 85450  | 0.0           | -               |
| 7.7727 | 85500  | 0.0001        | -               |
| 7.7773 | 85550  | 0.0           | -               |
| 7.7818 | 85600  | 0.0           | -               |
| 7.7864 | 85650  | 0.0           | -               |
| 7.7909 | 85700  | 0.0           | -               |
| 7.7955 | 85750  | 0.0           | -               |
| 7.8    | 85800  | 0.0           | -               |
| 7.8045 | 85850  | 0.0           | -               |
| 7.8091 | 85900  | 0.0           | -               |
| 7.8136 | 85950  | 0.0           | -               |
| 7.8182 | 86000  | 0.0           | -               |
| 7.8227 | 86050  | 0.0           | -               |
| 7.8273 | 86100  | 0.0           | -               |
| 7.8318 | 86150  | 0.0001        | -               |
| 7.8364 | 86200  | 0.0           | -               |
| 7.8409 | 86250  | 0.0           | -               |
| 7.8455 | 86300  | 0.0           | -               |
| 7.85   | 86350  | 0.0           | -               |
| 7.8545 | 86400  | 0.0           | -               |
| 7.8591 | 86450  | 0.0           | -               |
| 7.8636 | 86500  | 0.0           | -               |
| 7.8682 | 86550  | 0.0           | -               |
| 7.8727 | 86600  | 0.0           | -               |
| 7.8773 | 86650  | 0.0           | -               |
| 7.8818 | 86700  | 0.0           | -               |
| 7.8864 | 86750  | 0.0           | -               |
| 7.8909 | 86800  | 0.0           | -               |
| 7.8955 | 86850  | 0.0           | -               |
| 7.9    | 86900  | 0.0001        | -               |
| 7.9045 | 86950  | 0.0           | -               |
| 7.9091 | 87000  | 0.0           | -               |
| 7.9136 | 87050  | 0.0           | -               |
| 7.9182 | 87100  | 0.0           | -               |
| 7.9227 | 87150  | 0.0           | -               |
| 7.9273 | 87200  | 0.0           | -               |
| 7.9318 | 87250  | 0.0           | -               |
| 7.9364 | 87300  | 0.0           | -               |
| 7.9409 | 87350  | 0.0           | -               |
| 7.9455 | 87400  | 0.0           | -               |
| 7.95   | 87450  | 0.0           | -               |
| 7.9545 | 87500  | 0.0           | -               |
| 7.9591 | 87550  | 0.0           | -               |
| 7.9636 | 87600  | 0.0           | -               |
| 7.9682 | 87650  | 0.0           | -               |
| 7.9727 | 87700  | 0.0           | -               |
| 7.9773 | 87750  | 0.0           | -               |
| 7.9818 | 87800  | 0.0           | -               |
| 7.9864 | 87850  | 0.0           | -               |
| 7.9909 | 87900  | 0.0           | -               |
| 7.9955 | 87950  | 0.0           | -               |
| 8.0    | 88000  | 0.0           | -               |
| 8.0045 | 88050  | 0.0           | -               |
| 8.0091 | 88100  | 0.0           | -               |
| 8.0136 | 88150  | 0.0           | -               |
| 8.0182 | 88200  | 0.0           | -               |
| 8.0227 | 88250  | 0.0           | -               |
| 8.0273 | 88300  | 0.0           | -               |
| 8.0318 | 88350  | 0.0           | -               |
| 8.0364 | 88400  | 0.0           | -               |
| 8.0409 | 88450  | 0.0           | -               |
| 8.0455 | 88500  | 0.0           | -               |
| 8.05   | 88550  | 0.0           | -               |
| 8.0545 | 88600  | 0.0001        | -               |
| 8.0591 | 88650  | 0.0           | -               |
| 8.0636 | 88700  | 0.0           | -               |
| 8.0682 | 88750  | 0.123         | -               |
| 8.0727 | 88800  | 0.0           | -               |
| 8.0773 | 88850  | 0.0           | -               |
| 8.0818 | 88900  | 0.0           | -               |
| 8.0864 | 88950  | 0.0           | -               |
| 8.0909 | 89000  | 0.0001        | -               |
| 8.0955 | 89050  | 0.0001        | -               |
| 8.1    | 89100  | 0.0           | -               |
| 8.1045 | 89150  | 0.0           | -               |
| 8.1091 | 89200  | 0.0           | -               |
| 8.1136 | 89250  | 0.0           | -               |
| 8.1182 | 89300  | 0.0           | -               |
| 8.1227 | 89350  | 0.0           | -               |
| 8.1273 | 89400  | 0.0           | -               |
| 8.1318 | 89450  | 0.0           | -               |
| 8.1364 | 89500  | 0.0           | -               |
| 8.1409 | 89550  | 0.0           | -               |
| 8.1455 | 89600  | 0.0           | -               |
| 8.15   | 89650  | 0.0           | -               |
| 8.1545 | 89700  | 0.0001        | -               |
| 8.1591 | 89750  | 0.0           | -               |
| 8.1636 | 89800  | 0.0           | -               |
| 8.1682 | 89850  | 0.0           | -               |
| 8.1727 | 89900  | 0.0           | -               |
| 8.1773 | 89950  | 0.0           | -               |
| 8.1818 | 90000  | 0.0           | -               |
| 8.1864 | 90050  | 0.0001        | -               |
| 8.1909 | 90100  | 0.0           | -               |
| 8.1955 | 90150  | 0.0           | -               |
| 8.2    | 90200  | 0.0           | -               |
| 8.2045 | 90250  | 0.0           | -               |
| 8.2091 | 90300  | 0.0           | -               |
| 8.2136 | 90350  | 0.0           | -               |
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| 8.2682 | 90950  | 0.0           | -               |
| 8.2727 | 91000  | 0.0           | -               |
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| 8.2818 | 91100  | 0.0           | -               |
| 8.2864 | 91150  | 0.0           | -               |
| 8.2909 | 91200  | 0.0001        | -               |
| 8.2955 | 91250  | 0.0           | -               |
| 8.3    | 91300  | 0.0           | -               |
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| 8.3227 | 91550  | 0.0001        | -               |
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| 8.3455 | 91800  | 0.0           | -               |
| 8.35   | 91850  | 0.0           | -               |
| 8.3545 | 91900  | 0.0           | -               |
| 8.3591 | 91950  | 0.0001        | -               |
| 8.3636 | 92000  | 0.0           | -               |
| 8.3682 | 92050  | 0.0           | -               |
| 8.3727 | 92100  | 0.0           | -               |
| 8.3773 | 92150  | 0.0           | -               |
| 8.3818 | 92200  | 0.0           | -               |
| 8.3864 | 92250  | 0.0           | -               |
| 8.3909 | 92300  | 0.0           | -               |
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| 8.4    | 92400  | 0.0           | -               |
| 8.4045 | 92450  | 0.0           | -               |
| 8.4091 | 92500  | 0.0           | -               |
| 8.4136 | 92550  | 0.0           | -               |
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| 8.4227 | 92650  | 0.0           | -               |
| 8.4273 | 92700  | 0.0           | -               |
| 8.4318 | 92750  | 0.0           | -               |
| 8.4364 | 92800  | 0.0           | -               |
| 8.4409 | 92850  | 0.0           | -               |
| 8.4455 | 92900  | 0.0           | -               |
| 8.45   | 92950  | 0.0           | -               |
| 8.4545 | 93000  | 0.0           | -               |
| 8.4591 | 93050  | 0.0           | -               |
| 8.4636 | 93100  | 0.0           | -               |
| 8.4682 | 93150  | 0.0           | -               |
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| 8.4773 | 93250  | 0.0           | -               |
| 8.4818 | 93300  | 0.0           | -               |
| 8.4864 | 93350  | 0.0001        | -               |
| 8.4909 | 93400  | 0.0           | -               |
| 8.4955 | 93450  | 0.0           | -               |
| 8.5    | 93500  | 0.0           | -               |
| 8.5045 | 93550  | 0.0           | -               |
| 8.5091 | 93600  | 0.0           | -               |
| 8.5136 | 93650  | 0.0           | -               |
| 8.5182 | 93700  | 0.0           | -               |
| 8.5227 | 93750  | 0.0           | -               |
| 8.5273 | 93800  | 0.0           | -               |
| 8.5318 | 93850  | 0.0           | -               |
| 8.5364 | 93900  | 0.0           | -               |
| 8.5409 | 93950  | 0.0           | -               |
| 8.5455 | 94000  | 0.0           | -               |
| 8.55   | 94050  | 0.0           | -               |
| 8.5545 | 94100  | 0.0           | -               |
| 8.5591 | 94150  | 0.0           | -               |
| 8.5636 | 94200  | 0.0           | -               |
| 8.5682 | 94250  | 0.0           | -               |
| 8.5727 | 94300  | 0.0           | -               |
| 8.5773 | 94350  | 0.0           | -               |
| 8.5818 | 94400  | 0.0           | -               |
| 8.5864 | 94450  | 0.0           | -               |
| 8.5909 | 94500  | 0.0           | -               |
| 8.5955 | 94550  | 0.0           | -               |
| 8.6    | 94600  | 0.0           | -               |
| 8.6045 | 94650  | 0.0           | -               |
| 8.6091 | 94700  | 0.0           | -               |
| 8.6136 | 94750  | 0.0           | -               |
| 8.6182 | 94800  | 0.0           | -               |
| 8.6227 | 94850  | 0.0           | -               |
| 8.6273 | 94900  | 0.0           | -               |
| 8.6318 | 94950  | 0.0           | -               |
| 8.6364 | 95000  | 0.0           | -               |
| 8.6409 | 95050  | 0.0           | -               |
| 8.6455 | 95100  | 0.0           | -               |
| 8.65   | 95150  | 0.0           | -               |
| 8.6545 | 95200  | 0.0001        | -               |
| 8.6591 | 95250  | 0.0001        | -               |
| 8.6636 | 95300  | 0.0           | -               |
| 8.6682 | 95350  | 0.0           | -               |
| 8.6727 | 95400  | 0.0001        | -               |
| 8.6773 | 95450  | 0.0           | -               |
| 8.6818 | 95500  | 0.0           | -               |
| 8.6864 | 95550  | 0.0           | -               |
| 8.6909 | 95600  | 0.0           | -               |
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| 8.7045 | 95750  | 0.0           | -               |
| 8.7091 | 95800  | 0.0           | -               |
| 8.7136 | 95850  | 0.0           | -               |
| 8.7182 | 95900  | 0.0           | -               |
| 8.7227 | 95950  | 0.0           | -               |
| 8.7273 | 96000  | 0.0           | -               |
| 8.7318 | 96050  | 0.0001        | -               |
| 8.7364 | 96100  | 0.0           | -               |
| 8.7409 | 96150  | 0.0           | -               |
| 8.7455 | 96200  | 0.0           | -               |
| 8.75   | 96250  | 0.0           | -               |
| 8.7545 | 96300  | 0.0           | -               |
| 8.7591 | 96350  | 0.0           | -               |
| 8.7636 | 96400  | 0.0           | -               |
| 8.7682 | 96450  | 0.0           | -               |
| 8.7727 | 96500  | 0.0           | -               |
| 8.7773 | 96550  | 0.0           | -               |
| 8.7818 | 96600  | 0.0           | -               |
| 8.7864 | 96650  | 0.0           | -               |
| 8.7909 | 96700  | 0.0           | -               |
| 8.7955 | 96750  | 0.0           | -               |
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| 8.8045 | 96850  | 0.0           | -               |
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| 8.8136 | 96950  | 0.0001        | -               |
| 8.8182 | 97000  | 0.0           | -               |
| 8.8227 | 97050  | 0.0           | -               |
| 8.8273 | 97100  | 0.0           | -               |
| 8.8318 | 97150  | 0.0           | -               |
| 8.8364 | 97200  | 0.0           | -               |
| 8.8409 | 97250  | 0.0           | -               |
| 8.8455 | 97300  | 0.0           | -               |
| 8.85   | 97350  | 0.0           | -               |
| 8.8545 | 97400  | 0.0           | -               |
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| 8.8818 | 97700  | 0.0           | -               |
| 8.8864 | 97750  | 0.0           | -               |
| 8.8909 | 97800  | 0.0           | -               |
| 8.8955 | 97850  | 0.0           | -               |
| 8.9    | 97900  | 0.0           | -               |
| 8.9045 | 97950  | 0.0           | -               |
| 8.9091 | 98000  | 0.0           | -               |
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| 8.9227 | 98150  | 0.0           | -               |
| 8.9273 | 98200  | 0.0001        | -               |
| 8.9318 | 98250  | 0.0           | -               |
| 8.9364 | 98300  | 0.0           | -               |
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| 8.9591 | 98550  | 0.0           | -               |
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| 9.0    | 99000  | 0.0           | -               |
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| 9.0091 | 99100  | 0.0           | -               |
| 9.0136 | 99150  | 0.0           | -               |
| 9.0182 | 99200  | 0.0001        | -               |
| 9.0227 | 99250  | 0.0           | -               |
| 9.0273 | 99300  | 0.0           | -               |
| 9.0318 | 99350  | 0.0           | -               |
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| 9.0409 | 99450  | 0.0           | -               |
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| 9.0636 | 99700  | 0.0           | -               |
| 9.0682 | 99750  | 0.0           | -               |
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| 9.0773 | 99850  | 0.0           | -               |
| 9.0818 | 99900  | 0.0001        | -               |
| 9.0864 | 99950  | 0.0           | -               |
| 9.0909 | 100000 | 0.0           | -               |
| 9.0955 | 100050 | 0.0           | -               |
| 9.1    | 100100 | 0.0           | -               |
| 9.1045 | 100150 | 0.0           | -               |
| 9.1091 | 100200 | 0.0           | -               |
| 9.1136 | 100250 | 0.0           | -               |
| 9.1182 | 100300 | 0.0           | -               |
| 9.1227 | 100350 | 0.0           | -               |
| 9.1273 | 100400 | 0.0           | -               |
| 9.1318 | 100450 | 0.0           | -               |
| 9.1364 | 100500 | 0.0           | -               |
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| 9.1455 | 100600 | 0.0           | -               |
| 9.15   | 100650 | 0.0           | -               |
| 9.1545 | 100700 | 0.0           | -               |
| 9.1591 | 100750 | 0.0           | -               |
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| 9.1773 | 100950 | 0.0           | -               |
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| 9.1864 | 101050 | 0.0           | -               |
| 9.1909 | 101100 | 0.0           | -               |
| 9.1955 | 101150 | 0.0           | -               |
| 9.2    | 101200 | 0.0           | -               |
| 9.2045 | 101250 | 0.0           | -               |
| 9.2091 | 101300 | 0.0           | -               |
| 9.2136 | 101350 | 0.0           | -               |
| 9.2182 | 101400 | 0.0           | -               |
| 9.2227 | 101450 | 0.0           | -               |
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| 9.2364 | 101600 | 0.0           | -               |
| 9.2409 | 101650 | 0.0           | -               |
| 9.2455 | 101700 | 0.0           | -               |
| 9.25   | 101750 | 0.0           | -               |
| 9.2545 | 101800 | 0.0           | -               |
| 9.2591 | 101850 | 0.0           | -               |
| 9.2636 | 101900 | 0.0           | -               |
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| 9.2727 | 102000 | 0.0           | -               |
| 9.2773 | 102050 | 0.0           | -               |
| 9.2818 | 102100 | 0.0           | -               |
| 9.2864 | 102150 | 0.0           | -               |
| 9.2909 | 102200 | 0.0           | -               |
| 9.2955 | 102250 | 0.0           | -               |
| 9.3    | 102300 | 0.0           | -               |
| 9.3045 | 102350 | 0.0           | -               |
| 9.3091 | 102400 | 0.0           | -               |
| 9.3136 | 102450 | 0.0           | -               |
| 9.3182 | 102500 | 0.0           | -               |
| 9.3227 | 102550 | 0.0           | -               |
| 9.3273 | 102600 | 0.0           | -               |
| 9.3318 | 102650 | 0.0           | -               |
| 9.3364 | 102700 | 0.0           | -               |
| 9.3409 | 102750 | 0.0           | -               |
| 9.3455 | 102800 | 0.0           | -               |
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| 9.3591 | 102950 | 0.0           | -               |
| 9.3636 | 103000 | 0.0           | -               |
| 9.3682 | 103050 | 0.0           | -               |
| 9.3727 | 103100 | 0.0           | -               |
| 9.3773 | 103150 | 0.0           | -               |
| 9.3818 | 103200 | 0.0           | -               |
| 9.3864 | 103250 | 0.0           | -               |
| 9.3909 | 103300 | 0.0           | -               |
| 9.3955 | 103350 | 0.0           | -               |
| 9.4    | 103400 | 0.0           | -               |
| 9.4045 | 103450 | 0.0           | -               |
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| 9.4136 | 103550 | 0.0           | -               |
| 9.4182 | 103600 | 0.0           | -               |
| 9.4227 | 103650 | 0.0           | -               |
| 9.4273 | 103700 | 0.0           | -               |
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| 9.4364 | 103800 | 0.0           | -               |
| 9.4409 | 103850 | 0.0           | -               |
| 9.4455 | 103900 | 0.0           | -               |
| 9.45   | 103950 | 0.0           | -               |
| 9.4545 | 104000 | 0.0           | -               |
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| 9.4636 | 104100 | 0.0           | -               |
| 9.4682 | 104150 | 0.0           | -               |
| 9.4727 | 104200 | 0.0           | -               |
| 9.4773 | 104250 | 0.0           | -               |
| 9.4818 | 104300 | 0.0           | -               |
| 9.4864 | 104350 | 0.0           | -               |
| 9.4909 | 104400 | 0.0           | -               |
| 9.4955 | 104450 | 0.0           | -               |
| 9.5    | 104500 | 0.0           | -               |
| 9.5045 | 104550 | 0.0           | -               |
| 9.5091 | 104600 | 0.0           | -               |
| 9.5136 | 104650 | 0.0           | -               |
| 9.5182 | 104700 | 0.0           | -               |
| 9.5227 | 104750 | 0.0           | -               |
| 9.5273 | 104800 | 0.0           | -               |
| 9.5318 | 104850 | 0.0           | -               |
| 9.5364 | 104900 | 0.0           | -               |
| 9.5409 | 104950 | 0.0           | -               |
| 9.5455 | 105000 | 0.0           | -               |
| 9.55   | 105050 | 0.0           | -               |
| 9.5545 | 105100 | 0.0           | -               |
| 9.5591 | 105150 | 0.0           | -               |
| 9.5636 | 105200 | 0.0           | -               |
| 9.5682 | 105250 | 0.0           | -               |
| 9.5727 | 105300 | 0.0           | -               |
| 9.5773 | 105350 | 0.0           | -               |
| 9.5818 | 105400 | 0.0           | -               |
| 9.5864 | 105450 | 0.0           | -               |
| 9.5909 | 105500 | 0.0           | -               |
| 9.5955 | 105550 | 0.0           | -               |
| 9.6    | 105600 | 0.0           | -               |
| 9.6045 | 105650 | 0.0001        | -               |
| 9.6091 | 105700 | 0.0           | -               |
| 9.6136 | 105750 | 0.0           | -               |
| 9.6182 | 105800 | 0.0           | -               |
| 9.6227 | 105850 | 0.0           | -               |
| 9.6273 | 105900 | 0.0           | -               |
| 9.6318 | 105950 | 0.0           | -               |
| 9.6364 | 106000 | 0.0           | -               |
| 9.6409 | 106050 | 0.0001        | -               |
| 9.6455 | 106100 | 0.0           | -               |
| 9.65   | 106150 | 0.0           | -               |
| 9.6545 | 106200 | 0.0           | -               |
| 9.6591 | 106250 | 0.0           | -               |
| 9.6636 | 106300 | 0.0           | -               |
| 9.6682 | 106350 | 0.0           | -               |
| 9.6727 | 106400 | 0.0           | -               |
| 9.6773 | 106450 | 0.0           | -               |
| 9.6818 | 106500 | 0.0           | -               |
| 9.6864 | 106550 | 0.0           | -               |
| 9.6909 | 106600 | 0.0           | -               |
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| 9.7    | 106700 | 0.0           | -               |
| 9.7045 | 106750 | 0.0           | -               |
| 9.7091 | 106800 | 0.0           | -               |
| 9.7136 | 106850 | 0.0           | -               |
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| 9.7227 | 106950 | 0.0           | -               |
| 9.7273 | 107000 | 0.0           | -               |
| 9.7318 | 107050 | 0.0           | -               |
| 9.7364 | 107100 | 0.0           | -               |
| 9.7409 | 107150 | 0.0           | -               |
| 9.7455 | 107200 | 0.0           | -               |
| 9.75   | 107250 | 0.0           | -               |
| 9.7545 | 107300 | 0.0           | -               |
| 9.7591 | 107350 | 0.0           | -               |
| 9.7636 | 107400 | 0.0           | -               |
| 9.7682 | 107450 | 0.0           | -               |
| 9.7727 | 107500 | 0.0           | -               |
| 9.7773 | 107550 | 0.0           | -               |
| 9.7818 | 107600 | 0.0           | -               |
| 9.7864 | 107650 | 0.0           | -               |
| 9.7909 | 107700 | 0.0           | -               |
| 9.7955 | 107750 | 0.0           | -               |
| 9.8    | 107800 | 0.0           | -               |
| 9.8045 | 107850 | 0.0           | -               |
| 9.8091 | 107900 | 0.0           | -               |
| 9.8136 | 107950 | 0.0           | -               |
| 9.8182 | 108000 | 0.0           | -               |
| 9.8227 | 108050 | 0.0           | -               |
| 9.8273 | 108100 | 0.0           | -               |
| 9.8318 | 108150 | 0.0           | -               |
| 9.8364 | 108200 | 0.0           | -               |
| 9.8409 | 108250 | 0.0           | -               |
| 9.8455 | 108300 | 0.0           | -               |
| 9.85   | 108350 | 0.0           | -               |
| 9.8545 | 108400 | 0.0           | -               |
| 9.8591 | 108450 | 0.0           | -               |
| 9.8636 | 108500 | 0.0           | -               |
| 9.8682 | 108550 | 0.0           | -               |
| 9.8727 | 108600 | 0.0           | -               |
| 9.8773 | 108650 | 0.0           | -               |
| 9.8818 | 108700 | 0.0           | -               |
| 9.8864 | 108750 | 0.0           | -               |
| 9.8909 | 108800 | 0.0           | -               |
| 9.8955 | 108850 | 0.0           | -               |
| 9.9    | 108900 | 0.0           | -               |
| 9.9045 | 108950 | 0.0           | -               |
| 9.9091 | 109000 | 0.0           | -               |
| 9.9136 | 109050 | 0.0           | -               |
| 9.9182 | 109100 | 0.0           | -               |
| 9.9227 | 109150 | 0.0           | -               |
| 9.9273 | 109200 | 0.0           | -               |
| 9.9318 | 109250 | 0.0           | -               |
| 9.9364 | 109300 | 0.0           | -               |
| 9.9409 | 109350 | 0.0           | -               |
| 9.9455 | 109400 | 0.0           | -               |
| 9.95   | 109450 | 0.0           | -               |
| 9.9545 | 109500 | 0.0           | -               |
| 9.9591 | 109550 | 0.0           | -               |
| 9.9636 | 109600 | 0.0           | -               |
| 9.9682 | 109650 | 0.0           | -               |
| 9.9727 | 109700 | 0.0           | -               |
| 9.9773 | 109750 | 0.0           | -               |
| 9.9818 | 109800 | 0.0           | -               |
| 9.9864 | 109850 | 0.0           | -               |
| 9.9909 | 109900 | 0.0           | -               |
| 9.9955 | 109950 | 0.0           | -               |
| 10.0   | 110000 | 0.0           | -               |

### Framework Versions
- Python: 3.10.12
- SetFit: 1.0.1
- Sentence Transformers: 2.2.2
- Transformers: 4.36.0
- PyTorch: 2.0.0
- Datasets: 2.15.0
- Tokenizers: 0.15.0

## 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}
}
```

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{"library_name": "setfit", "tags": ["setfit", "sentence-transformers", "text-classification", "generated_from_setfit_trainer"], "metrics": ["accuracy"], "widget": [{"text": "this bitch"}, {"text": "many people have died this country because fucking blacks, need seek revenge"}, {"text": "mr. stemonitis, you are stupid botanist, who does not know the taxonomy dipterous. for that, you must leave the corrections made the definition the superfamille."}, {"text": "kroger grocery store gunman tried enter predominantly black church before shooting, police say"}, {"text": "sudeep, did she invite him though? right? why are you getting worded up? you're okay with parvesh verma cause speaks against muslims but against idiot like imam because called for chakka jam?"}], "pipeline_tag": "text-classification", "inference": true, "base_model": "sentence-transformers/all-mpnet-base-v2", "model-index": [{"name": "SetFit with sentence-transformers/all-mpnet-base-v2", "results": [{"task": {"type": "text-classification", "name": "Text Classification"}, "dataset": {"name": "Unknown", "type": "unknown", "split": "test"}, "metrics": [{"type": "accuracy", "value": 0.5722326454033771, "name": "Accuracy"}]}]}]}
setfit safetensors mpnet sentence-transformers text-classification generated_from_setfit_trainer arxiv:2209.11055 base_model:sentence-transformers/all-mpnet-base-v2 model-index region:us