setfit safetensors bert sentence-transformers text-classification generated_from_setfit_trainer arxiv:2209.11055 base_model:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 base_model:finetune:sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2 model-index region:us
---
base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
library_name: setfit
metrics:
- accuracy
pipeline_tag: text-classification
tags:
- setfit
- sentence-transformers
- text-classification
- generated_from_setfit_trainer
widget:
- text: L'ordinateur portable est-il libre à l'instant?
- text: Pouvez-vous fournir une mise à jour sur le statut de sécurité du chariot élévateur?
- text: What upgrades have been applied to the printer?
- text: Quel est le statut de sécurité actuel du serveur?
- text: Can you provide the maintenance history for the printer?
inference: true
model-index:
- name: SetFit with sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
  results:
  - task:
      type: text-classification
      name: Text Classification
    dataset:
      name: Unknown
      type: unknown
      split: test
    metrics:
    - type: accuracy
      value: 0.8897058823529411
      name: Accuracy
---

# SetFit with sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2

This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-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/paraphrase-multilingual-MiniLM-L12-v2](https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2)
- **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
- **Maximum Sequence Length:** 128 tokens
- **Number of Classes:** 34 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                                                                                                                                                                                                                                             |
|:----------------------------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| request_asset_utilization_report  | <ul><li>'How can I request a utilization report for the projector?'</li><li>"Comment puis-je demander un rapport d'utilisation pour le projecteur?"</li><li>'How do I request a usage report for the printer?'</li></ul>                             |
| request_asset_transfer            | <ul><li>'What’s the procedure for transferring the forklift?'</li><li>'Comment initier une demande de transfert pour la voiture?'</li><li>'What are the steps to transfer the generator?'</li></ul>                                                  |
| check_asset_functionality         | <ul><li>'Can you check if the laptop is operating correctly?'</li><li>'Pouvez-vous vérifier la fonctionnalité du chariot élévateur?'</li><li>"Quelle est la performance de l'imprimante?"</li></ul>                                                  |
| request_asset_status              | <ul><li>"Pouvez-vous fournir le rapport de statut de l'imprimante?"</li><li>'Can you provide the status report for the printer?'</li><li>'Can you check the current status of the server?'</li></ul>                                                 |
| request_asset_repair              | <ul><li>'What’s the procedure for getting the server repaired?'</li><li>'How can I initiate a repair for the laptop?'</li><li>"Pouvez-vous m'aider avec la demande de réparation pour le générateur?"</li></ul>                                      |
| check_asset_certification         | <ul><li>"Quel est le statut actuel de la certification de l'imprimante?"</li><li>'Can you verify the certification status of the forklift?'</li><li>'Pouvez-vous vérifier le statut de certification du chariot élévateur?'</li></ul>                |
| check_asset_security_status       | <ul><li>"Pouvez-vous vérifier le statut de sécurité de l'imprimante?"</li><li>"Comment la sécurité de l'ordinateur portable est-elle gérée?"</li><li>'Can you check the security status of the printer?'</li></ul>                                   |
| check_asset_upgrades              | <ul><li>'Can you check if the laptop has been upgraded recently?'</li><li>"Quelles mises à jour ont été appliquées à l'imprimante?"</li><li>'À quel point le projecteur est-il à jour avec ses mises à jour?'</li></ul>                              |
| request_asset_inventory_update    | <ul><li>'Has the inventory for the air conditioner been updated recently?'</li><li>'What’s the latest inventory status for the generator?'</li><li>"Comment puis-je demander une mise à jour pour l'inventaire du serveur?"</li></ul>                |
| check_asset_location_update       | <ul><li>'Pouvez-vous fournir les derniers détails de localisation pour le générateur?'</li><li>"Quelle est la localisation actuelle de l'avion?"</li><li>'Pouvez-vous vérifier si la localisation du serveur a changé?'</li></ul>                    |
| report_asset_issue                | <ul><li>'How can I report a problem with the generator?'</li><li>"Pouvez-vous m'aider à signaler un problème avec l'avion?"</li><li>'Comment puis-je signaler un problème avec le générateur?'</li></ul>                                             |
| request_work_order                | <ul><li>'Comment puis-je initier un ordre de travail pour le climatiseur?'</li><li>'What’s the process for creating a work order for the forklift?'</li><li>'How do I request a work order for the generator?'</li></ul>                             |
| request_maintenance_schedule      | <ul><li>'Quand est prévu le prochain entretien pour la voiture?'</li><li>'When is the next maintenance for the car scheduled?'</li><li>"Pouvez-vous me donner le calendrier de maintenance de l'avion?"</li></ul>                                    |
| greet-hi                          | <ul><li>'Bonsoir'</li><li>'Salut'</li><li>'Hey'</li></ul>                                                                                                                                                                                            |
| check_asset_maintenance_history   | <ul><li>"Pouvez-vous me donner un résumé de l'historique de maintenance du projecteur?"</li><li>'What’s the maintenance history like for the forklift?'</li><li>'Quel est le dossier de maintenance du serveur?'</li></ul>                           |
| request_asset_depreciation_info   | <ul><li>'Can I get a report on the projector’s depreciation?'</li><li>"Quel est le statut de dépréciation de l'ordinateur?"</li><li>"Quelle est la dépréciation actuelle de l'avion?"</li></ul>                                                      |
| request_asset_funding_status      | <ul><li>"Comment le financement de l'ordinateur portable est-il géré?"</li><li>'Le chariot élévateur est-il financé?'</li><li>'Can you give me details on the funding status for the server?'</li></ul>                                              |
| check_asset_usage_history         | <ul><li>"Pouvez-vous me donner un rapport sur l'historique d'utilisation du serveur?"</li><li>'What’s the historical usage data for the forklift?'</li><li>"Quelles sont les données historiques d'utilisation du chariot élévateur?"</li></ul>      |
| request_asset_inventory           | <ul><li>'What’s the current inventory status of the car?'</li><li>'What’s the inventory record for the airplane?'</li><li>"Pouvez-vous me donner le rapport d'inventaire pour le générateur?"</li></ul>                                              |
| request_asset_location            | <ul><li>"Où puis-je trouver l'avion?"</li><li>'Pouvez-vous me dire où se trouve la voiture?'</li><li>'Where is the projector situated now?'</li></ul>                                                                                                |
| request_asset_upgrades            | <ul><li>'How do I apply for an upgrade for the forklift?'</li><li>"Quelle est la procédure pour mettre à niveau l'ordinateur portable?"</li><li>'Quelles étapes sont nécessaires pour demander une mise à niveau pour le générateur?'</li></ul>      |
| request_asset_maintenance_history | <ul><li>'What’s the historical maintenance data for the printer?'</li><li>"Comment puis-je accéder à l'historique de maintenance du serveur?"</li><li>'Pouvez-vous me donner un résumé de la maintenance du chariot élévateur?'</li></ul>            |
| check_asset_warranty              | <ul><li>'How long is the generator covered by warranty?'</li><li>"Pouvez-vous vérifier le statut de garantie de l'ordinateur portable?"</li><li>'Quelle est la période de garantie actuelle du chariot élévateur?'</li></ul>                         |
| greet-who_are_you                 | <ul><li>"Aidez-moi, s'il vous plaît"</li><li>"comment pouvez vous m'aider"</li><li>'how can you help me'</li></ul>                                                                                                                                   |
| request_asset_replacement_info    | <ul><li>'What are the steps involved in replacing the forklift?'</li><li>"Comment puis-je obtenir des détails sur le remplacement de l'imprimante?"</li><li>'Pouvez-vous me guider à travers le processus de remplacement du climatiseur?'</li></ul> |
| request_asset_replacement         | <ul><li>"Quelle est la procédure pour remplacer l'ordinateur portable?"</li><li>'Can you help me with replacing the printer?'</li><li>'Je dois remplacer le chariot élévateur; quelles étapes dois-je suivre?'</li></ul>                             |
| check_asset_availability          | <ul><li>'Puis-je utiliser la voiture en ce moment?'</li><li>'Pouvez-vous vérifier la disponibilité du chariot élévateur?'</li><li>'Is the laptop free for use at the moment?'</li></ul>                                                              |
| check_asset_history               | <ul><li>'What’s the historical usage data for the projector?'</li><li>"Quelles sont les données d'utilisation historique du projecteur?"</li><li>"Comment puis-je accéder à l'historique du serveur?"</li></ul>                                      |
| check_asset_compatibility         | <ul><li>"Pouvez-vous vérifier si le serveur s'intègre bien avec le système?"</li><li>'Pouvez-vous fournir des détails sur la compatibilité du générateur avec le système?'</li><li>"Quel est le statut de compatibilité de l'imprimante?"</li></ul>  |
| request_asset_efficiency          | <ul><li>"Quel est le niveau d'efficacité actuel du serveur?"</li><li>'What’s the current efficiency level of the server?'</li><li>"Quelle est l'efficacité du générateur dans ses opérations?"</li></ul>                                             |
| request_asset_information         | <ul><li>'Pouvez-vous me donner un résumé des détails du générateur?'</li><li>"J'ai besoin d'informations sur l'ordinateur; pouvez-vous m'aider?"</li><li>'Can you tell me more about the tablet?'</li></ul>                                          |
| request_asset_cost_analysis       | <ul><li>"Combien coûte l'entretien de la voiture?"</li><li>'What are the expenses associated with the laptop?'</li><li>"Pouvez-vous me donner un rapport détaillé des coûts pour l'imprimante?"</li></ul>                                            |
| check_asset_support_contract      | <ul><li>"Pouvez-vous vérifier le statut du contrat de support pour l'imprimante?"</li><li>'Can you verify the support contract status for the printer?'</li><li>"Quel est le statut du contrat de support de l'ordinateur portable?"</li></ul>       |
| greet-good_bye                    | <ul><li>'stop'</li><li>'exit'</li><li>'A plus tard'</li></ul>                                                                                                                                                                                        |

## Evaluation

### Metrics
| Label   | Accuracy |
|:--------|:---------|
| **all** | 0.8897   |

## 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("Decius/botpress_Vaganet_model")
# Run inference
preds = model("L'ordinateur portable est-il libre à l'instant?")
```

<!--
### 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.*
-->

<!--
### 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   | 8.3494 | 13  |

| Label                             | Training Sample Count |
|:----------------------------------|:----------------------|
| greet-hi                          | 3                     |
| greet-who_are_you                 | 5                     |
| greet-good_bye                    | 3                     |
| request_work_order                | 5                     |
| request_asset_utilization_report  | 5                     |
| request_asset_information         | 5                     |
| request_asset_location            | 5                     |
| check_asset_availability          | 5                     |
| report_asset_issue                | 5                     |
| request_maintenance_schedule      | 5                     |
| request_asset_depreciation_info   | 5                     |
| request_asset_status              | 5                     |
| request_asset_replacement         | 5                     |
| request_asset_inventory           | 5                     |
| request_asset_upgrades            | 5                     |
| check_asset_warranty              | 5                     |
| request_asset_transfer            | 5                     |
| check_asset_history               | 5                     |
| request_asset_repair              | 5                     |
| check_asset_functionality         | 5                     |
| request_asset_maintenance_history | 5                     |
| request_asset_replacement_info    | 5                     |
| request_asset_cost_analysis       | 5                     |
| check_asset_compatibility         | 5                     |
| request_asset_efficiency          | 5                     |
| check_asset_certification         | 5                     |
| check_asset_location_update       | 5                     |
| request_asset_inventory_update    | 5                     |
| check_asset_usage_history         | 5                     |
| check_asset_upgrades              | 5                     |
| check_asset_security_status       | 5                     |
| check_asset_support_contract      | 5                     |
| request_asset_funding_status      | 5                     |
| check_asset_maintenance_history   | 5                     |

### Training Hyperparameters
- batch_size: (3, 3)
- num_epochs: (3, 3)
- max_steps: -1
- sampling_strategy: oversampling
- body_learning_rate: (2e-05, 1e-05)
- head_learning_rate: 0.01
- loss: CosineSimilarityLoss
- distance_metric: cosine_distance
- margin: 0.25
- end_to_end: False
- use_amp: False
- warmup_proportion: 0.1
- seed: 42
- eval_max_steps: -1
- load_best_model_at_end: True

### Training Results
| Epoch   | Step     | Training Loss | Validation Loss |
|:-------:|:--------:|:-------------:|:---------------:|
| 0.0001  | 1        | 0.0936        | -               |
| 0.0011  | 10       | 0.274         | -               |
| 0.0022  | 20       | 0.1268        | -               |
| 0.0034  | 30       | 0.1438        | -               |
| 0.0045  | 40       | 0.0725        | -               |
| 0.0056  | 50       | 0.0259        | -               |
| 0.0067  | 60       | 0.0466        | -               |
| 0.0079  | 70       | 0.094         | -               |
| 0.0090  | 80       | 0.1856        | -               |
| 0.0101  | 90       | 0.0431        | -               |
| 0.0112  | 100      | 0.1027        | -               |
| 0.0123  | 110      | 0.182         | -               |
| 0.0135  | 120      | 0.1333        | -               |
| 0.0146  | 130      | 0.0891        | -               |
| 0.0157  | 140      | 0.1653        | -               |
| 0.0168  | 150      | 0.1792        | -               |
| 0.0180  | 160      | 0.0491        | -               |
| 0.0191  | 170      | 0.1128        | -               |
| 0.0202  | 180      | 0.2192        | -               |
| 0.0213  | 190      | 0.1811        | -               |
| 0.0224  | 200      | 0.0586        | -               |
| 0.0236  | 210      | 0.0236        | -               |
| 0.0247  | 220      | 0.0593        | -               |
| 0.0258  | 230      | 0.1262        | -               |
| 0.0269  | 240      | 0.1643        | -               |
| 0.0280  | 250      | 0.0971        | -               |
| 0.0292  | 260      | 0.03          | -               |
| 0.0303  | 270      | 0.2052        | -               |
| 0.0314  | 280      | 0.1401        | -               |
| 0.0325  | 290      | 0.0235        | -               |
| 0.0337  | 300      | 0.1132        | -               |
| 0.0348  | 310      | 0.2753        | -               |
| 0.0359  | 320      | 0.0491        | -               |
| 0.0370  | 330      | 0.1902        | -               |
| 0.0381  | 340      | 0.1143        | -               |
| 0.0393  | 350      | 0.0437        | -               |
| 0.0404  | 360      | 0.1819        | -               |
| 0.0415  | 370      | 0.0539        | -               |
| 0.0426  | 380      | 0.0256        | -               |
| 0.0438  | 390      | 0.1176        | -               |
| 0.0449  | 400      | 0.0329        | -               |
| 0.0460  | 410      | 0.0766        | -               |
| 0.0471  | 420      | 0.0577        | -               |
| 0.0482  | 430      | 0.1098        | -               |
| 0.0494  | 440      | 0.0153        | -               |
| 0.0505  | 450      | 0.0418        | -               |
| 0.0516  | 460      | 0.0127        | -               |
| 0.0527  | 470      | 0.0593        | -               |
| 0.0539  | 480      | 0.0538        | -               |
| 0.0550  | 490      | 0.0405        | -               |
| 0.0561  | 500      | 0.0062        | -               |
| 0.0572  | 510      | 0.0994        | -               |
| 0.0583  | 520      | 0.0926        | -               |
| 0.0595  | 530      | 0.0923        | -               |
| 0.0606  | 540      | 0.0715        | -               |
| 0.0617  | 550      | 0.0653        | -               |
| 0.0628  | 560      | 0.1877        | -               |
| 0.0640  | 570      | 0.0069        | -               |
| 0.0651  | 580      | 0.0085        | -               |
| 0.0662  | 590      | 0.0714        | -               |
| 0.0673  | 600      | 0.0845        | -               |
| 0.0684  | 610      | 0.019         | -               |
| 0.0696  | 620      | 0.0186        | -               |
| 0.0707  | 630      | 0.1454        | -               |
| 0.0718  | 640      | 0.0121        | -               |
| 0.0729  | 650      | 0.1109        | -               |
| 0.0740  | 660      | 0.0108        | -               |
| 0.0752  | 670      | 0.0224        | -               |
| 0.0763  | 680      | 0.0024        | -               |
| 0.0774  | 690      | 0.0313        | -               |
| 0.0785  | 700      | 0.0335        | -               |
| 0.0797  | 710      | 0.0097        | -               |
| 0.0808  | 720      | 0.1469        | -               |
| 0.0819  | 730      | 0.0245        | -               |
| 0.0830  | 740      | 0.0264        | -               |
| 0.0841  | 750      | 0.0121        | -               |
| 0.0853  | 760      | 0.1861        | -               |
| 0.0864  | 770      | 0.0648        | -               |
| 0.0875  | 780      | 0.005         | -               |
| 0.0886  | 790      | 0.0033        | -               |
| 0.0898  | 800      | 0.0543        | -               |
| 0.0909  | 810      | 0.0129        | -               |
| 0.0920  | 820      | 0.0049        | -               |
| 0.0931  | 830      | 0.0389        | -               |
| 0.0942  | 840      | 0.0271        | -               |
| 0.0954  | 850      | 0.0298        | -               |
| 0.0965  | 860      | 0.0434        | -               |
| 0.0976  | 870      | 0.0359        | -               |
| 0.0987  | 880      | 0.0019        | -               |
| 0.0999  | 890      | 0.034         | -               |
| 0.1010  | 900      | 0.0171        | -               |
| 0.1021  | 910      | 0.0033        | -               |
| 0.1032  | 920      | 0.021         | -               |
| 0.1043  | 930      | 0.0479        | -               |
| 0.1055  | 940      | 0.0147        | -               |
| 0.1066  | 950      | 0.0101        | -               |
| 0.1077  | 960      | 0.0315        | -               |
| 0.1088  | 970      | 0.0064        | -               |
| 0.1100  | 980      | 0.0146        | -               |
| 0.1111  | 990      | 0.0062        | -               |
| 0.1122  | 1000     | 0.0063        | -               |
| 0.1133  | 1010     | 0.0171        | -               |
| 0.1144  | 1020     | 0.0474        | -               |
| 0.1156  | 1030     | 0.003         | -               |
| 0.1167  | 1040     | 0.0059        | -               |
| 0.1178  | 1050     | 0.0063        | -               |
| 0.1189  | 1060     | 0.0107        | -               |
| 0.1200  | 1070     | 0.0344        | -               |
| 0.1212  | 1080     | 0.0181        | -               |
| 0.1223  | 1090     | 0.0354        | -               |
| 0.1234  | 1100     | 0.0164        | -               |
| 0.1245  | 1110     | 0.0181        | -               |
| 0.1257  | 1120     | 0.0025        | -               |
| 0.1268  | 1130     | 0.0087        | -               |
| 0.1279  | 1140     | 0.0132        | -               |
| 0.1290  | 1150     | 0.0047        | -               |
| 0.1301  | 1160     | 0.0058        | -               |
| 0.1313  | 1170     | 0.0069        | -               |
| 0.1324  | 1180     | 0.0004        | -               |
| 0.1335  | 1190     | 0.002         | -               |
| 0.1346  | 1200     | 0.001         | -               |
| 0.1358  | 1210     | 0.0017        | -               |
| 0.1369  | 1220     | 0.0021        | -               |
| 0.1380  | 1230     | 0.0283        | -               |
| 0.1391  | 1240     | 0.014         | -               |
| 0.1402  | 1250     | 0.0029        | -               |
| 0.1414  | 1260     | 0.0044        | -               |
| 0.1425  | 1270     | 0.0084        | -               |
| 0.1436  | 1280     | 0.0186        | -               |
| 0.1447  | 1290     | 0.0021        | -               |
| 0.1459  | 1300     | 0.0022        | -               |
| 0.1470  | 1310     | 0.0403        | -               |
| 0.1481  | 1320     | 0.0385        | -               |
| 0.1492  | 1330     | 0.0007        | -               |
| 0.1503  | 1340     | 0.004         | -               |
| 0.1515  | 1350     | 0.0058        | -               |
| 0.1526  | 1360     | 0.0027        | -               |
| 0.1537  | 1370     | 0.0037        | -               |
| 0.1548  | 1380     | 0.0024        | -               |
| 0.1560  | 1390     | 0.0008        | -               |
| 0.1571  | 1400     | 0.0654        | -               |
| 0.1582  | 1410     | 0.022         | -               |
| 0.1593  | 1420     | 0.1093        | -               |
| 0.1604  | 1430     | 0.0074        | -               |
| 0.1616  | 1440     | 0.0482        | -               |
| 0.1627  | 1450     | 0.0065        | -               |
| 0.1638  | 1460     | 0.0061        | -               |
| 0.1649  | 1470     | 0.0085        | -               |
| 0.1660  | 1480     | 0.2072        | -               |
| 0.1672  | 1490     | 0.0018        | -               |
| 0.1683  | 1500     | 0.0039        | -               |
| 0.1694  | 1510     | 0.0044        | -               |
| 0.1705  | 1520     | 0.0008        | -               |
| 0.1717  | 1530     | 0.0033        | -               |
| 0.1728  | 1540     | 0.0025        | -               |
| 0.1739  | 1550     | 0.0015        | -               |
| 0.1750  | 1560     | 0.0014        | -               |
| 0.1761  | 1570     | 0.0009        | -               |
| 0.1773  | 1580     | 0.0181        | -               |
| 0.1784  | 1590     | 0.0161        | -               |
| 0.1795  | 1600     | 0.0689        | -               |
| 0.1806  | 1610     | 0.0035        | -               |
| 0.1818  | 1620     | 0.008         | -               |
| 0.1829  | 1630     | 0.0043        | -               |
| 0.1840  | 1640     | 0.0114        | -               |
| 0.1851  | 1650     | 0.0804        | -               |
| 0.1862  | 1660     | 0.0073        | -               |
| 0.1874  | 1670     | 0.0043        | -               |
| 0.1885  | 1680     | 0.0038        | -               |
| 0.1896  | 1690     | 0.0041        | -               |
| 0.1907  | 1700     | 0.0027        | -               |
| 0.1919  | 1710     | 0.0014        | -               |
| 0.1930  | 1720     | 0.001         | -               |
| 0.1941  | 1730     | 0.0013        | -               |
| 0.1952  | 1740     | 0.0137        | -               |
| 0.1963  | 1750     | 0.0006        | -               |
| 0.1975  | 1760     | 0.0025        | -               |
| 0.1986  | 1770     | 0.0098        | -               |
| 0.1997  | 1780     | 0.0079        | -               |
| 0.2008  | 1790     | 0.0031        | -               |
| 0.2020  | 1800     | 0.0029        | -               |
| 0.2031  | 1810     | 0.0117        | -               |
| 0.2042  | 1820     | 0.0012        | -               |
| 0.2053  | 1830     | 0.0108        | -               |
| 0.2064  | 1840     | 0.0882        | -               |
| 0.2076  | 1850     | 0.0073        | -               |
| 0.2087  | 1860     | 0.0116        | -               |
| 0.2098  | 1870     | 0.1268        | -               |
| 0.2109  | 1880     | 0.0107        | -               |
| 0.2120  | 1890     | 0.0047        | -               |
| 0.2132  | 1900     | 0.0353        | -               |
| 0.2143  | 1910     | 0.0018        | -               |
| 0.2154  | 1920     | 0.2147        | -               |
| 0.2165  | 1930     | 0.0041        | -               |
| 0.2177  | 1940     | 0.0202        | -               |
| 0.2188  | 1950     | 0.006         | -               |
| 0.2199  | 1960     | 0.0007        | -               |
| 0.2210  | 1970     | 0.0013        | -               |
| 0.2221  | 1980     | 0.0026        | -               |
| 0.2233  | 1990     | 0.0522        | -               |
| 0.2244  | 2000     | 0.0586        | -               |
| 0.2255  | 2010     | 0.0045        | -               |
| 0.2266  | 2020     | 0.003         | -               |
| 0.2278  | 2030     | 0.0008        | -               |
| 0.2289  | 2040     | 0.0029        | -               |
| 0.2300  | 2050     | 0.0024        | -               |
| 0.2311  | 2060     | 0.0019        | -               |
| 0.2322  | 2070     | 0.0015        | -               |
| 0.2334  | 2080     | 0.0012        | -               |
| 0.2345  | 2090     | 0.0012        | -               |
| 0.2356  | 2100     | 0.0002        | -               |
| 0.2367  | 2110     | 0.0033        | -               |
| 0.2379  | 2120     | 0.001         | -               |
| 0.2390  | 2130     | 0.0015        | -               |
| 0.2401  | 2140     | 0.0094        | -               |
| 0.2412  | 2150     | 0.0025        | -               |
| 0.2423  | 2160     | 0.0021        | -               |
| 0.2435  | 2170     | 0.0015        | -               |
| 0.2446  | 2180     | 0.0063        | -               |
| 0.2457  | 2190     | 0.0051        | -               |
| 0.2468  | 2200     | 0.0038        | -               |
| 0.2480  | 2210     | 0.0036        | -               |
| 0.2491  | 2220     | 0.0007        | -               |
| 0.2502  | 2230     | 0.0038        | -               |
| 0.2513  | 2240     | 0.0545        | -               |
| 0.2524  | 2250     | 0.0027        | -               |
| 0.2536  | 2260     | 0.0032        | -               |
| 0.2547  | 2270     | 0.0017        | -               |
| 0.2558  | 2280     | 0.0073        | -               |
| 0.2569  | 2290     | 0.0036        | -               |
| 0.2581  | 2300     | 0.001         | -               |
| 0.2592  | 2310     | 0.0005        | -               |
| 0.2603  | 2320     | 0.0024        | -               |
| 0.2614  | 2330     | 0.0019        | -               |
| 0.2625  | 2340     | 0.0113        | -               |
| 0.2637  | 2350     | 0.1202        | -               |
| 0.2648  | 2360     | 0.2482        | -               |
| 0.2659  | 2370     | 0.0047        | -               |
| 0.2670  | 2380     | 0.0056        | -               |
| 0.2681  | 2390     | 0.0037        | -               |
| 0.2693  | 2400     | 0.0031        | -               |
| 0.2704  | 2410     | 0.3122        | -               |
| 0.2715  | 2420     | 0.0371        | -               |
| 0.2726  | 2430     | 0.0017        | -               |
| 0.2738  | 2440     | 0.0109        | -               |
| 0.2749  | 2450     | 0.0011        | -               |
| 0.2760  | 2460     | 0.0017        | -               |
| 0.2771  | 2470     | 0.0033        | -               |
| 0.2782  | 2480     | 0.007         | -               |
| 0.2794  | 2490     | 0.0031        | -               |
| 0.2805  | 2500     | 0.0076        | -               |
| 0.2816  | 2510     | 0.0008        | -               |
| 0.2827  | 2520     | 0.0091        | -               |
| 0.2839  | 2530     | 0.0023        | -               |
| 0.2850  | 2540     | 0.0057        | -               |
| 0.2861  | 2550     | 0.0049        | -               |
| 0.2872  | 2560     | 0.002         | -               |
| 0.2883  | 2570     | 0.2556        | -               |
| 0.2895  | 2580     | 0.0065        | -               |
| 0.2906  | 2590     | 0.0073        | -               |
| 0.2917  | 2600     | 0.0031        | -               |
| 0.2928  | 2610     | 0.0047        | -               |
| 0.2940  | 2620     | 0.0009        | -               |
| 0.2951  | 2630     | 0.005         | -               |
| 0.2962  | 2640     | 0.2062        | -               |
| 0.2973  | 2650     | 0.0102        | -               |
| 0.2984  | 2660     | 0.0006        | -               |
| 0.2996  | 2670     | 0.0028        | -               |
| 0.3007  | 2680     | 0.0015        | -               |
| 0.3018  | 2690     | 0.0054        | -               |
| 0.3029  | 2700     | 0.0038        | -               |
| 0.3041  | 2710     | 0.0014        | -               |
| 0.3052  | 2720     | 0.0021        | -               |
| 0.3063  | 2730     | 0.0041        | -               |
| 0.3074  | 2740     | 0.0058        | -               |
| 0.3085  | 2750     | 0.0021        | -               |
| 0.3097  | 2760     | 0.3074        | -               |
| 0.3108  | 2770     | 0.2003        | -               |
| 0.3119  | 2780     | 0.0015        | -               |
| 0.3130  | 2790     | 0.001         | -               |
| 0.3141  | 2800     | 0.0026        | -               |
| 0.3153  | 2810     | 0.0014        | -               |
| 0.3164  | 2820     | 0.0071        | -               |
| 0.3175  | 2830     | 0.0016        | -               |
| 0.3186  | 2840     | 0.004         | -               |
| 0.3198  | 2850     | 0.0083        | -               |
| 0.3209  | 2860     | 0.0003        | -               |
| 0.3220  | 2870     | 0.0023        | -               |
| 0.3231  | 2880     | 0.0035        | -               |
| 0.3242  | 2890     | 0.0005        | -               |
| 0.3254  | 2900     | 0.0046        | -               |
| 0.3265  | 2910     | 0.001         | -               |
| 0.3276  | 2920     | 0.0022        | -               |
| 0.3287  | 2930     | 0.0013        | -               |
| 0.3299  | 2940     | 0.0017        | -               |
| 0.3310  | 2950     | 0.0013        | -               |
| 0.3321  | 2960     | 0.0059        | -               |
| 0.3332  | 2970     | 0.0015        | -               |
| 0.3343  | 2980     | 0.0027        | -               |
| 0.3355  | 2990     | 0.0054        | -               |
| 0.3366  | 3000     | 0.0026        | -               |
| 0.3377  | 3010     | 0.0045        | -               |
| 0.3388  | 3020     | 0.0061        | -               |
| 0.3400  | 3030     | 0.0147        | -               |
| 0.3411  | 3040     | 0.0035        | -               |
| 0.3422  | 3050     | 0.002         | -               |
| 0.3433  | 3060     | 0.0012        | -               |
| 0.3444  | 3070     | 0.0058        | -               |
| 0.3456  | 3080     | 0.0014        | -               |
| 0.3467  | 3090     | 0.0001        | -               |
| 0.3478  | 3100     | 0.3175        | -               |
| 0.3489  | 3110     | 0.0022        | -               |
| 0.3501  | 3120     | 0.0001        | -               |
| 0.3512  | 3130     | 0.0013        | -               |
| 0.3523  | 3140     | 0.0016        | -               |
| 0.3534  | 3150     | 0.0005        | -               |
| 0.3545  | 3160     | 0.1234        | -               |
| 0.3557  | 3170     | 0.0005        | -               |
| 0.3568  | 3180     | 0.0002        | -               |
| 0.3579  | 3190     | 0.0083        | -               |
| 0.3590  | 3200     | 0.0011        | -               |
| 0.3601  | 3210     | 0.0009        | -               |
| 0.3613  | 3220     | 0.0007        | -               |
| 0.3624  | 3230     | 0.0006        | -               |
| 0.3635  | 3240     | 0.0016        | -               |
| 0.3646  | 3250     | 0.0009        | -               |
| 0.3658  | 3260     | 0.0045        | -               |
| 0.3669  | 3270     | 0.0136        | -               |
| 0.3680  | 3280     | 0.0055        | -               |
| 0.3691  | 3290     | 0.0004        | -               |
| 0.3702  | 3300     | 0.0014        | -               |
| 0.3714  | 3310     | 0.001         | -               |
| 0.3725  | 3320     | 0.0007        | -               |
| 0.3736  | 3330     | 0.0002        | -               |
| 0.3747  | 3340     | 0.0009        | -               |
| 0.3759  | 3350     | 0.0003        | -               |
| 0.3770  | 3360     | 0.0006        | -               |
| 0.3781  | 3370     | 0.0006        | -               |
| 0.3792  | 3380     | 0.0009        | -               |
| 0.3803  | 3390     | 0.0008        | -               |
| 0.3815  | 3400     | 0.0028        | -               |
| 0.3826  | 3410     | 0.0039        | -               |
| 0.3837  | 3420     | 0.0017        | -               |
| 0.3848  | 3430     | 0.001         | -               |
| 0.3860  | 3440     | 0.0012        | -               |
| 0.3871  | 3450     | 0.0212        | -               |
| 0.3882  | 3460     | 0.0017        | -               |
| 0.3893  | 3470     | 0.0018        | -               |
| 0.3904  | 3480     | 0.0007        | -               |
| 0.3916  | 3490     | 0.0012        | -               |
| 0.3927  | 3500     | 0.0002        | -               |
| 0.3938  | 3510     | 0.0836        | -               |
| 0.3949  | 3520     | 0.0054        | -               |
| 0.3961  | 3530     | 0.0016        | -               |
| 0.3972  | 3540     | 0.0003        | -               |
| 0.3983  | 3550     | 0.0038        | -               |
| 0.3994  | 3560     | 0.0024        | -               |
| 0.4005  | 3570     | 0.0057        | -               |
| 0.4017  | 3580     | 0.0804        | -               |
| 0.4028  | 3590     | 0.0006        | -               |
| 0.4039  | 3600     | 0.0008        | -               |
| 0.4050  | 3610     | 0.0007        | -               |
| 0.4061  | 3620     | 0.0002        | -               |
| 0.4073  | 3630     | 0.0001        | -               |
| 0.4084  | 3640     | 0.0032        | -               |
| 0.4095  | 3650     | 0.0015        | -               |
| 0.4106  | 3660     | 0.0002        | -               |
| 0.4118  | 3670     | 0.0015        | -               |
| 0.4129  | 3680     | 0.0014        | -               |
| 0.4140  | 3690     | 0.0001        | -               |
| 0.4151  | 3700     | 0.0033        | -               |
| 0.4162  | 3710     | 0.0021        | -               |
| 0.4174  | 3720     | 0.0009        | -               |
| 0.4185  | 3730     | 0.0012        | -               |
| 0.4196  | 3740     | 0.0022        | -               |
| 0.4207  | 3750     | 0.0007        | -               |
| 0.4219  | 3760     | 0.0034        | -               |
| 0.4230  | 3770     | 0.0087        | -               |
| 0.4241  | 3780     | 0.0032        | -               |
| 0.4252  | 3790     | 0.0017        | -               |
| 0.4263  | 3800     | 0.0042        | -               |
| 0.4275  | 3810     | 0.0011        | -               |
| 0.4286  | 3820     | 0.0034        | -               |
| 0.4297  | 3830     | 0.0003        | -               |
| 0.4308  | 3840     | 0.002         | -               |
| 0.4320  | 3850     | 0.0055        | -               |
| 0.4331  | 3860     | 0.0013        | -               |
| 0.4342  | 3870     | 0.005         | -               |
| 0.4353  | 3880     | 0.0011        | -               |
| 0.4364  | 3890     | 0.0054        | -               |
| 0.4376  | 3900     | 0.0013        | -               |
| 0.4387  | 3910     | 0.0014        | -               |
| 0.4398  | 3920     | 0.0006        | -               |
| 0.4409  | 3930     | 0.0017        | -               |
| 0.4421  | 3940     | 0.0015        | -               |
| 0.4432  | 3950     | 0.0006        | -               |
| 0.4443  | 3960     | 0.0029        | -               |
| 0.4454  | 3970     | 0.0013        | -               |
| 0.4465  | 3980     | 0.0021        | -               |
| 0.4477  | 3990     | 0.001         | -               |
| 0.4488  | 4000     | 0.0023        | -               |
| 0.4499  | 4010     | 0.0016        | -               |
| 0.4510  | 4020     | 0.0025        | -               |
| 0.4521  | 4030     | 0.0008        | -               |
| 0.4533  | 4040     | 0.0014        | -               |
| 0.4544  | 4050     | 0.0006        | -               |
| 0.4555  | 4060     | 0.0013        | -               |
| 0.4566  | 4070     | 0.0002        | -               |
| 0.4578  | 4080     | 0.0021        | -               |
| 0.4589  | 4090     | 0.0309        | -               |
| 0.4600  | 4100     | 0.0026        | -               |
| 0.4611  | 4110     | 0.0011        | -               |
| 0.4622  | 4120     | 0.0025        | -               |
| 0.4634  | 4130     | 0.0021        | -               |
| 0.4645  | 4140     | 0.003         | -               |
| 0.4656  | 4150     | 0.0026        | -               |
| 0.4667  | 4160     | 0.0001        | -               |
| 0.4679  | 4170     | 0.0019        | -               |
| 0.4690  | 4180     | 0.1177        | -               |
| 0.4701  | 4190     | 0.0008        | -               |
| 0.4712  | 4200     | 0.0016        | -               |
| 0.4723  | 4210     | 0.0013        | -               |
| 0.4735  | 4220     | 0.0007        | -               |
| 0.4746  | 4230     | 0.0021        | -               |
| 0.4757  | 4240     | 0.0004        | -               |
| 0.4768  | 4250     | 0.3107        | -               |
| 0.4780  | 4260     | 0.0014        | -               |
| 0.4791  | 4270     | 0.0089        | -               |
| 0.4802  | 4280     | 0.0165        | -               |
| 0.4813  | 4290     | 0.0091        | -               |
| 0.4824  | 4300     | 0.0007        | -               |
| 0.4836  | 4310     | 0.0044        | -               |
| 0.4847  | 4320     | 0.3151        | -               |
| 0.4858  | 4330     | 0.0002        | -               |
| 0.4869  | 4340     | 0.0058        | -               |
| 0.4881  | 4350     | 0.0014        | -               |
| 0.4892  | 4360     | 0.0657        | -               |
| 0.4903  | 4370     | 0.0015        | -               |
| 0.4914  | 4380     | 0.0015        | -               |
| 0.4925  | 4390     | 0.0029        | -               |
| 0.4937  | 4400     | 0.0046        | -               |
| 0.4948  | 4410     | 0.2228        | -               |
| 0.4959  | 4420     | 0.0011        | -               |
| 0.4970  | 4430     | 0.0135        | -               |
| 0.4981  | 4440     | 0.0017        | -               |
| 0.4993  | 4450     | 0.0007        | -               |
| 0.5004  | 4460     | 0.0022        | -               |
| 0.5015  | 4470     | 0.001         | -               |
| 0.5026  | 4480     | 0.0044        | -               |
| 0.5038  | 4490     | 0.0002        | -               |
| 0.5049  | 4500     | 0.0002        | -               |
| 0.5060  | 4510     | 0.0013        | -               |
| 0.5071  | 4520     | 0.0042        | -               |
| 0.5082  | 4530     | 0.0007        | -               |
| 0.5094  | 4540     | 0.0012        | -               |
| 0.5105  | 4550     | 0.0009        | -               |
| 0.5116  | 4560     | 0.001         | -               |
| 0.5127  | 4570     | 0.0028        | -               |
| 0.5139  | 4580     | 0.0016        | -               |
| 0.5150  | 4590     | 0.0017        | -               |
| 0.5161  | 4600     | 0.0029        | -               |
| 0.5172  | 4610     | 0.0003        | -               |
| 0.5183  | 4620     | 0.001         | -               |
| 0.5195  | 4630     | 0.0008        | -               |
| 0.5206  | 4640     | 0.0011        | -               |
| 0.5217  | 4650     | 0.0003        | -               |
| 0.5228  | 4660     | 0.0011        | -               |
| 0.5240  | 4670     | 0.0001        | -               |
| 0.5251  | 4680     | 0.0002        | -               |
| 0.5262  | 4690     | 0.4625        | -               |
| 0.5273  | 4700     | 0.0015        | -               |
| 0.5284  | 4710     | 0.0003        | -               |
| 0.5296  | 4720     | 0.0006        | -               |
| 0.5307  | 4730     | 0.0           | -               |
| 0.5318  | 4740     | 0.001         | -               |
| 0.5329  | 4750     | 0.0003        | -               |
| 0.5341  | 4760     | 0.0004        | -               |
| 0.5352  | 4770     | 0.0031        | -               |
| 0.5363  | 4780     | 0.3211        | -               |
| 0.5374  | 4790     | 0.0009        | -               |
| 0.5385  | 4800     | 0.0012        | -               |
| 0.5397  | 4810     | 0.0003        | -               |
| 0.5408  | 4820     | 0.0008        | -               |
| 0.5419  | 4830     | 0.0017        | -               |
| 0.5430  | 4840     | 0.0002        | -               |
| 0.5441  | 4850     | 0.0004        | -               |
| 0.5453  | 4860     | 0.0004        | -               |
| 0.5464  | 4870     | 0.0039        | -               |
| 0.5475  | 4880     | 0.0023        | -               |
| 0.5486  | 4890     | 0.003         | -               |
| 0.5498  | 4900     | 0.0004        | -               |
| 0.5509  | 4910     | 0.0002        | -               |
| 0.5520  | 4920     | 0.0019        | -               |
| 0.5531  | 4930     | 0.0003        | -               |
| 0.5542  | 4940     | 0.0006        | -               |
| 0.5554  | 4950     | 0.0032        | -               |
| 0.5565  | 4960     | 0.0005        | -               |
| 0.5576  | 4970     | 0.0005        | -               |
| 0.5587  | 4980     | 0.0002        | -               |
| 0.5599  | 4990     | 0.0005        | -               |
| 0.5610  | 5000     | 0.0004        | -               |
| 0.5621  | 5010     | 0.0001        | -               |
| 0.5632  | 5020     | 0.0021        | -               |
| 0.5643  | 5030     | 0.0002        | -               |
| 0.5655  | 5040     | 0.0006        | -               |
| 0.5666  | 5050     | 0.0009        | -               |
| 0.5677  | 5060     | 0.0016        | -               |
| 0.5688  | 5070     | 0.0002        | -               |
| 0.5700  | 5080     | 0.0002        | -               |
| 0.5711  | 5090     | 0.0013        | -               |
| 0.5722  | 5100     | 0.0202        | -               |
| 0.5733  | 5110     | 0.0087        | -               |
| 0.5744  | 5120     | 0.0004        | -               |
| 0.5756  | 5130     | 0.0002        | -               |
| 0.5767  | 5140     | 0.0002        | -               |
| 0.5778  | 5150     | 0.0009        | -               |
| 0.5789  | 5160     | 0.0011        | -               |
| 0.5801  | 5170     | 0.0005        | -               |
| 0.5812  | 5180     | 0.0015        | -               |
| 0.5823  | 5190     | 0.0018        | -               |
| 0.5834  | 5200     | 0.0013        | -               |
| 0.5845  | 5210     | 0.1693        | -               |
| 0.5857  | 5220     | 0.0107        | -               |
| 0.5868  | 5230     | 0.0005        | -               |
| 0.5879  | 5240     | 0.0003        | -               |
| 0.5890  | 5250     | 0.0005        | -               |
| 0.5901  | 5260     | 0.0002        | -               |
| 0.5913  | 5270     | 0.0001        | -               |
| 0.5924  | 5280     | 0.0006        | -               |
| 0.5935  | 5290     | 0.0022        | -               |
| 0.5946  | 5300     | 0.0004        | -               |
| 0.5958  | 5310     | 0.0013        | -               |
| 0.5969  | 5320     | 0.001         | -               |
| 0.5980  | 5330     | 0.0005        | -               |
| 0.5991  | 5340     | 0.0026        | -               |
| 0.6002  | 5350     | 0.0007        | -               |
| 0.6014  | 5360     | 0.0002        | -               |
| 0.6025  | 5370     | 0.0052        | -               |
| 0.6036  | 5380     | 0.0006        | -               |
| 0.6047  | 5390     | 0.0003        | -               |
| 0.6059  | 5400     | 0.0012        | -               |
| 0.6070  | 5410     | 0.0003        | -               |
| 0.6081  | 5420     | 0.0019        | -               |
| 0.6092  | 5430     | 0.0003        | -               |
| 0.6103  | 5440     | 0.0013        | -               |
| 0.6115  | 5450     | 0.0002        | -               |
| 0.6126  | 5460     | 0.0019        | -               |
| 0.6137  | 5470     | 0.0003        | -               |
| 0.6148  | 5480     | 0.0003        | -               |
| 0.6160  | 5490     | 0.0011        | -               |
| 0.6171  | 5500     | 0.001         | -               |
| 0.6182  | 5510     | 0.0068        | -               |
| 0.6193  | 5520     | 0.0016        | -               |
| 0.6204  | 5530     | 0.0001        | -               |
| 0.6216  | 5540     | 0.0019        | -               |
| 0.6227  | 5550     | 0.0015        | -               |
| 0.6238  | 5560     | 0.0119        | -               |
| 0.6249  | 5570     | 0.0009        | -               |
| 0.6261  | 5580     | 0.0002        | -               |
| 0.6272  | 5590     | 0.0017        | -               |
| 0.6283  | 5600     | 0.0001        | -               |
| 0.6294  | 5610     | 0.001         | -               |
| 0.6305  | 5620     | 0.0005        | -               |
| 0.6317  | 5630     | 0.0004        | -               |
| 0.6328  | 5640     | 0.0155        | -               |
| 0.6339  | 5650     | 0.0028        | -               |
| 0.6350  | 5660     | 0.0006        | -               |
| 0.6361  | 5670     | 0.0007        | -               |
| 0.6373  | 5680     | 0.0025        | -               |
| 0.6384  | 5690     | 0.0007        | -               |
| 0.6395  | 5700     | 0.0002        | -               |
| 0.6406  | 5710     | 0.0011        | -               |
| 0.6418  | 5720     | 0.0045        | -               |
| 0.6429  | 5730     | 0.0004        | -               |
| 0.6440  | 5740     | 0.0005        | -               |
| 0.6451  | 5750     | 0.0009        | -               |
| 0.6462  | 5760     | 0.0001        | -               |
| 0.6474  | 5770     | 0.0005        | -               |
| 0.6485  | 5780     | 0.0002        | -               |
| 0.6496  | 5790     | 0.0031        | -               |
| 0.6507  | 5800     | 0.0016        | -               |
| 0.6519  | 5810     | 0.0002        | -               |
| 0.6530  | 5820     | 0.0026        | -               |
| 0.6541  | 5830     | 0.0004        | -               |
| 0.6552  | 5840     | 0.0002        | -               |
| 0.6563  | 5850     | 0.0013        | -               |
| 0.6575  | 5860     | 0.0012        | -               |
| 0.6586  | 5870     | 0.0015        | -               |
| 0.6597  | 5880     | 0.0027        | -               |
| 0.6608  | 5890     | 0.0045        | -               |
| 0.6620  | 5900     | 0.001         | -               |
| 0.6631  | 5910     | 0.0035        | -               |
| 0.6642  | 5920     | 0.0026        | -               |
| 0.6653  | 5930     | 0.0002        | -               |
| 0.6664  | 5940     | 0.0003        | -               |
| 0.6676  | 5950     | 0.009         | -               |
| 0.6687  | 5960     | 0.0012        | -               |
| 0.6698  | 5970     | 0.0001        | -               |
| 0.6709  | 5980     | 0.0011        | -               |
| 0.6721  | 5990     | 0.0021        | -               |
| 0.6732  | 6000     | 0.0021        | -               |
| 0.6743  | 6010     | 0.0001        | -               |
| 0.6754  | 6020     | 0.0008        | -               |
| 0.6765  | 6030     | 0.0005        | -               |
| 0.6777  | 6040     | 0.0042        | -               |
| 0.6788  | 6050     | 0.0033        | -               |
| 0.6799  | 6060     | 0.0001        | -               |
| 0.6810  | 6070     | 0.0001        | -               |
| 0.6821  | 6080     | 0.3232        | -               |
| 0.6833  | 6090     | 0.0002        | -               |
| 0.6844  | 6100     | 0.0022        | -               |
| 0.6855  | 6110     | 0.0003        | -               |
| 0.6866  | 6120     | 0.0003        | -               |
| 0.6878  | 6130     | 0.0004        | -               |
| 0.6889  | 6140     | 0.0004        | -               |
| 0.6900  | 6150     | 0.0001        | -               |
| 0.6911  | 6160     | 0.0005        | -               |
| 0.6922  | 6170     | 0.0002        | -               |
| 0.6934  | 6180     | 0.0024        | -               |
| 0.6945  | 6190     | 0.0005        | -               |
| 0.6956  | 6200     | 0.0018        | -               |
| 0.6967  | 6210     | 0.0019        | -               |
| 0.6979  | 6220     | 0.0008        | -               |
| 0.6990  | 6230     | 0.0004        | -               |
| 0.7001  | 6240     | 0.0061        | -               |
| 0.7012  | 6250     | 0.0022        | -               |
| 0.7023  | 6260     | 0.002         | -               |
| 0.7035  | 6270     | 0.0025        | -               |
| 0.7046  | 6280     | 0.0007        | -               |
| 0.7057  | 6290     | 0.001         | -               |
| 0.7068  | 6300     | 0.0005        | -               |
| 0.7080  | 6310     | 0.0001        | -               |
| 0.7091  | 6320     | 0.0002        | -               |
| 0.7102  | 6330     | 0.0017        | -               |
| 0.7113  | 6340     | 0.0019        | -               |
| 0.7124  | 6350     | 0.0005        | -               |
| 0.7136  | 6360     | 0.0011        | -               |
| 0.7147  | 6370     | 0.0005        | -               |
| 0.7158  | 6380     | 0.0002        | -               |
| 0.7169  | 6390     | 0.0001        | -               |
| 0.7181  | 6400     | 0.0008        | -               |
| 0.7192  | 6410     | 0.0005        | -               |
| 0.7203  | 6420     | 0.0004        | -               |
| 0.7214  | 6430     | 0.0015        | -               |
| 0.7225  | 6440     | 0.0012        | -               |
| 0.7237  | 6450     | 0.0002        | -               |
| 0.7248  | 6460     | 0.0008        | -               |
| 0.7259  | 6470     | 0.0149        | -               |
| 0.7270  | 6480     | 0.0022        | -               |
| 0.7281  | 6490     | 0.0003        | -               |
| 0.7293  | 6500     | 0.0116        | -               |
| 0.7304  | 6510     | 0.0003        | -               |
| 0.7315  | 6520     | 0.003         | -               |
| 0.7326  | 6530     | 0.0009        | -               |
| 0.7338  | 6540     | 0.0001        | -               |
| 0.7349  | 6550     | 0.0009        | -               |
| 0.7360  | 6560     | 0.0001        | -               |
| 0.7371  | 6570     | 0.0002        | -               |
| 0.7382  | 6580     | 0.0011        | -               |
| 0.7394  | 6590     | 0.0052        | -               |
| 0.7405  | 6600     | 0.0006        | -               |
| 0.7416  | 6610     | 0.3256        | -               |
| 0.7427  | 6620     | 0.0015        | -               |
| 0.7439  | 6630     | 0.0006        | -               |
| 0.7450  | 6640     | 0.0009        | -               |
| 0.7461  | 6650     | 0.0004        | -               |
| 0.7472  | 6660     | 0.0002        | -               |
| 0.7483  | 6670     | 0.0002        | -               |
| 0.7495  | 6680     | 0.0004        | -               |
| 0.7506  | 6690     | 0.0016        | -               |
| 0.7517  | 6700     | 0.0014        | -               |
| 0.7528  | 6710     | 0.0005        | -               |
| 0.7540  | 6720     | 0.0009        | -               |
| 0.7551  | 6730     | 0.0017        | -               |
| 0.7562  | 6740     | 0.0014        | -               |
| 0.7573  | 6750     | 0.0022        | -               |
| 0.7584  | 6760     | 0.002         | -               |
| 0.7596  | 6770     | 0.0045        | -               |
| 0.7607  | 6780     | 0.0002        | -               |
| 0.7618  | 6790     | 0.0006        | -               |
| 0.7629  | 6800     | 0.0004        | -               |
| 0.7641  | 6810     | 0.0001        | -               |
| 0.7652  | 6820     | 0.0005        | -               |
| 0.7663  | 6830     | 0.0003        | -               |
| 0.7674  | 6840     | 0.0002        | -               |
| 0.7685  | 6850     | 0.0003        | -               |
| 0.7697  | 6860     | 0.0006        | -               |
| 0.7708  | 6870     | 0.0031        | -               |
| 0.7719  | 6880     | 0.0009        | -               |
| 0.7730  | 6890     | 0.0026        | -               |
| 0.7742  | 6900     | 0.0011        | -               |
| 0.7753  | 6910     | 0.0005        | -               |
| 0.7764  | 6920     | 0.0003        | -               |
| 0.7775  | 6930     | 0.004         | -               |
| 0.7786  | 6940     | 0.0018        | -               |
| 0.7798  | 6950     | 0.0007        | -               |
| 0.7809  | 6960     | 0.0017        | -               |
| 0.7820  | 6970     | 0.0003        | -               |
| 0.7831  | 6980     | 0.0006        | -               |
| 0.7842  | 6990     | 0.0001        | -               |
| 0.7854  | 7000     | 0.0009        | -               |
| 0.7865  | 7010     | 0.0025        | -               |
| 0.7876  | 7020     | 0.0015        | -               |
| 0.7887  | 7030     | 0.0015        | -               |
| 0.7899  | 7040     | 0.0002        | -               |
| 0.7910  | 7050     | 0.0005        | -               |
| 0.7921  | 7060     | 0.0004        | -               |
| 0.7932  | 7070     | 0.0033        | -               |
| 0.7943  | 7080     | 0.0004        | -               |
| 0.7955  | 7090     | 0.0007        | -               |
| 0.7966  | 7100     | 0.0004        | -               |
| 0.7977  | 7110     | 0.0013        | -               |
| 0.7988  | 7120     | 0.0004        | -               |
| 0.8000  | 7130     | 0.0062        | -               |
| 0.8011  | 7140     | 0.0005        | -               |
| 0.8022  | 7150     | 0.0057        | -               |
| 0.8033  | 7160     | 0.0016        | -               |
| 0.8044  | 7170     | 0.0001        | -               |
| 0.8056  | 7180     | 0.0           | -               |
| 0.8067  | 7190     | 0.0004        | -               |
| 0.8078  | 7200     | 0.0034        | -               |
| 0.8089  | 7210     | 0.0014        | -               |
| 0.8101  | 7220     | 0.001         | -               |
| 0.8112  | 7230     | 0.0004        | -               |
| 0.8123  | 7240     | 0.0002        | -               |
| 0.8134  | 7250     | 0.0001        | -               |
| 0.8145  | 7260     | 0.0006        | -               |
| 0.8157  | 7270     | 0.0013        | -               |
| 0.8168  | 7280     | 0.0002        | -               |
| 0.8179  | 7290     | 0.0009        | -               |
| 0.8190  | 7300     | 0.0028        | -               |
| 0.8202  | 7310     | 0.0004        | -               |
| 0.8213  | 7320     | 0.0016        | -               |
| 0.8224  | 7330     | 0.0005        | -               |
| 0.8235  | 7340     | 0.0003        | -               |
| 0.8246  | 7350     | 0.0001        | -               |
| 0.8258  | 7360     | 0.0031        | -               |
| 0.8269  | 7370     | 0.0013        | -               |
| 0.8280  | 7380     | 0.0008        | -               |
| 0.8291  | 7390     | 0.0002        | -               |
| 0.8302  | 7400     | 0.0011        | -               |
| 0.8314  | 7410     | 0.0035        | -               |
| 0.8325  | 7420     | 0.0002        | -               |
| 0.8336  | 7430     | 0.0002        | -               |
| 0.8347  | 7440     | 0.0002        | -               |
| 0.8359  | 7450     | 0.0018        | -               |
| 0.8370  | 7460     | 0.0116        | -               |
| 0.8381  | 7470     | 0.0004        | -               |
| 0.8392  | 7480     | 0.0005        | -               |
| 0.8403  | 7490     | 0.0006        | -               |
| 0.8415  | 7500     | 0.0004        | -               |
| 0.8426  | 7510     | 0.0011        | -               |
| 0.8437  | 7520     | 0.0003        | -               |
| 0.8448  | 7530     | 0.0017        | -               |
| 0.8460  | 7540     | 0.0006        | -               |
| 0.8471  | 7550     | 0.0001        | -               |
| 0.8482  | 7560     | 0.0012        | -               |
| 0.8493  | 7570     | 0.0011        | -               |
| 0.8504  | 7580     | 0.0003        | -               |
| 0.8516  | 7590     | 0.0005        | -               |
| 0.8527  | 7600     | 0.0002        | -               |
| 0.8538  | 7610     | 0.0014        | -               |
| 0.8549  | 7620     | 0.0001        | -               |
| 0.8561  | 7630     | 0.002         | -               |
| 0.8572  | 7640     | 0.003         | -               |
| 0.8583  | 7650     | 0.0           | -               |
| 0.8594  | 7660     | 0.0011        | -               |
| 0.8605  | 7670     | 0.0018        | -               |
| 0.8617  | 7680     | 0.0039        | -               |
| 0.8628  | 7690     | 0.0036        | -               |
| 0.8639  | 7700     | 0.0015        | -               |
| 0.8650  | 7710     | 0.0011        | -               |
| 0.8662  | 7720     | 0.0015        | -               |
| 0.8673  | 7730     | 0.0007        | -               |
| 0.8684  | 7740     | 0.3175        | -               |
| 0.8695  | 7750     | 0.0001        | -               |
| 0.8706  | 7760     | 0.0003        | -               |
| 0.8718  | 7770     | 0.0002        | -               |
| 0.8729  | 7780     | 0.0003        | -               |
| 0.8740  | 7790     | 0.0029        | -               |
| 0.8751  | 7800     | 0.0005        | -               |
| 0.8762  | 7810     | 0.0004        | -               |
| 0.8774  | 7820     | 0.0004        | -               |
| 0.8785  | 7830     | 0.0002        | -               |
| 0.8796  | 7840     | 0.0003        | -               |
| 0.8807  | 7850     | 0.0002        | -               |
| 0.8819  | 7860     | 0.0006        | -               |
| 0.8830  | 7870     | 0.0006        | -               |
| 0.8841  | 7880     | 0.0003        | -               |
| 0.8852  | 7890     | 0.0009        | -               |
| 0.8863  | 7900     | 0.0003        | -               |
| 0.8875  | 7910     | 0.0003        | -               |
| 0.8886  | 7920     | 0.0012        | -               |
| 0.8897  | 7930     | 0.0009        | -               |
| 0.8908  | 7940     | 0.0025        | -               |
| 0.8920  | 7950     | 0.0002        | -               |
| 0.8931  | 7960     | 0.0007        | -               |
| 0.8942  | 7970     | 0.0005        | -               |
| 0.8953  | 7980     | 0.0004        | -               |
| 0.8964  | 7990     | 0.0001        | -               |
| 0.8976  | 8000     | 0.0001        | -               |
| 0.8987  | 8010     | 0.0004        | -               |
| 0.8998  | 8020     | 0.0001        | -               |
| 0.9009  | 8030     | 0.0011        | -               |
| 0.9021  | 8040     | 0.0007        | -               |
| 0.9032  | 8050     | 0.0003        | -               |
| 0.9043  | 8060     | 0.0001        | -               |
| 0.9054  | 8070     | 0.0017        | -               |
| 0.9065  | 8080     | 0.0008        | -               |
| 0.9077  | 8090     | 0.0022        | -               |
| 0.9088  | 8100     | 0.0002        | -               |
| 0.9099  | 8110     | 0.0008        | -               |
| 0.9110  | 8120     | 0.0002        | -               |
| 0.9122  | 8130     | 0.0007        | -               |
| 0.9133  | 8140     | 0.0001        | -               |
| 0.9144  | 8150     | 0.0008        | -               |
| 0.9155  | 8160     | 0.0003        | -               |
| 0.9166  | 8170     | 0.001         | -               |
| 0.9178  | 8180     | 0.0005        | -               |
| 0.9189  | 8190     | 0.0006        | -               |
| 0.9200  | 8200     | 0.0003        | -               |
| 0.9211  | 8210     | 0.0026        | -               |
| 0.9222  | 8220     | 0.0014        | -               |
| 0.9234  | 8230     | 0.0001        | -               |
| 0.9245  | 8240     | 0.0018        | -               |
| 0.9256  | 8250     | 0.0002        | -               |
| 0.9267  | 8260     | 0.0003        | -               |
| 0.9279  | 8270     | 0.0002        | -               |
| 0.9290  | 8280     | 0.0011        | -               |
| 0.9301  | 8290     | 0.0002        | -               |
| 0.9312  | 8300     | 0.0004        | -               |
| 0.9323  | 8310     | 0.0004        | -               |
| 0.9335  | 8320     | 0.0007        | -               |
| 0.9346  | 8330     | 0.0016        | -               |
| 0.9357  | 8340     | 0.0006        | -               |
| 0.9368  | 8350     | 0.0004        | -               |
| 0.9380  | 8360     | 0.0008        | -               |
| 0.9391  | 8370     | 0.0017        | -               |
| 0.9402  | 8380     | 0.0004        | -               |
| 0.9413  | 8390     | 0.0004        | -               |
| 0.9424  | 8400     | 0.0001        | -               |
| 0.9436  | 8410     | 0.0019        | -               |
| 0.9447  | 8420     | 0.0019        | -               |
| 0.9458  | 8430     | 0.0003        | -               |
| 0.9469  | 8440     | 0.0005        | -               |
| 0.9481  | 8450     | 0.0003        | -               |
| 0.9492  | 8460     | 0.0002        | -               |
| 0.9503  | 8470     | 0.3168        | -               |
| 0.9514  | 8480     | 0.0008        | -               |
| 0.9525  | 8490     | 0.0003        | -               |
| 0.9537  | 8500     | 0.0001        | -               |
| 0.9548  | 8510     | 0.0009        | -               |
| 0.9559  | 8520     | 0.0001        | -               |
| 0.9570  | 8530     | 0.0002        | -               |
| 0.9582  | 8540     | 0.0007        | -               |
| 0.9593  | 8550     | 0.0004        | -               |
| 0.9604  | 8560     | 0.0005        | -               |
| 0.9615  | 8570     | 0.0           | -               |
| 0.9626  | 8580     | 0.0001        | -               |
| 0.9638  | 8590     | 0.0009        | -               |
| 0.9649  | 8600     | 0.0005        | -               |
| 0.9660  | 8610     | 0.0015        | -               |
| 0.9671  | 8620     | 0.0001        | -               |
| 0.9682  | 8630     | 0.0009        | -               |
| 0.9694  | 8640     | 0.0011        | -               |
| 0.9705  | 8650     | 0.0006        | -               |
| 0.9716  | 8660     | 0.0003        | -               |
| 0.9727  | 8670     | 0.0001        | -               |
| 0.9739  | 8680     | 0.0097        | -               |
| 0.9750  | 8690     | 0.0007        | -               |
| 0.9761  | 8700     | 0.0004        | -               |
| 0.9772  | 8710     | 0.0015        | -               |
| 0.9783  | 8720     | 0.0002        | -               |
| 0.9795  | 8730     | 0.0007        | -               |
| 0.9806  | 8740     | 0.0009        | -               |
| 0.9817  | 8750     | 0.0002        | -               |
| 0.9828  | 8760     | 0.0003        | -               |
| 0.9840  | 8770     | 0.0001        | -               |
| 0.9851  | 8780     | 0.0022        | -               |
| 0.9862  | 8790     | 0.0001        | -               |
| 0.9873  | 8800     | 0.0027        | -               |
| 0.9884  | 8810     | 0.0021        | -               |
| 0.9896  | 8820     | 0.0001        | -               |
| 0.9907  | 8830     | 0.0008        | -               |
| 0.9918  | 8840     | 0.0001        | -               |
| 0.9929  | 8850     | 0.0001        | -               |
| 0.9941  | 8860     | 0.0002        | -               |
| 0.9952  | 8870     | 0.0004        | -               |
| 0.9963  | 8880     | 0.0008        | -               |
| 0.9974  | 8890     | 0.0006        | -               |
| 0.9985  | 8900     | 0.0002        | -               |
| 0.9997  | 8910     | 0.0006        | -               |
| **1.0** | **8913** | **-**         | **0.0244**      |
| 1.0008  | 8920     | 0.0012        | -               |
| 1.0019  | 8930     | 0.0002        | -               |
| 1.0030  | 8940     | 0.0004        | -               |
| 1.0042  | 8950     | 0.0004        | -               |
| 1.0053  | 8960     | 0.0001        | -               |
| 1.0064  | 8970     | 0.0004        | -               |
| 1.0075  | 8980     | 0.0003        | -               |
| 1.0086  | 8990     | 0.0002        | -               |
| 1.0098  | 9000     | 0.0004        | -               |
| 1.0109  | 9010     | 0.0003        | -               |
| 1.0120  | 9020     | 0.0001        | -               |
| 1.0131  | 9030     | 0.001         | -               |
| 1.0142  | 9040     | 0.0002        | -               |
| 1.0154  | 9050     | 0.0003        | -               |
| 1.0165  | 9060     | 0.0001        | -               |
| 1.0176  | 9070     | 0.0002        | -               |
| 1.0187  | 9080     | 0.0           | -               |
| 1.0199  | 9090     | 0.0001        | -               |
| 1.0210  | 9100     | 0.0009        | -               |
| 1.0221  | 9110     | 0.0004        | -               |
| 1.0232  | 9120     | 0.0016        | -               |
| 1.0243  | 9130     | 0.0026        | -               |
| 1.0255  | 9140     | 0.0002        | -               |
| 1.0266  | 9150     | 0.0007        | -               |
| 1.0277  | 9160     | 0.0001        | -               |
| 1.0288  | 9170     | 0.0002        | -               |
| 1.0300  | 9180     | 0.0           | -               |
| 1.0311  | 9190     | 0.0002        | -               |
| 1.0322  | 9200     | 0.0003        | -               |
| 1.0333  | 9210     | 0.0004        | -               |
| 1.0344  | 9220     | 0.0009        | -               |
| 1.0356  | 9230     | 0.0001        | -               |
| 1.0367  | 9240     | 0.0024        | -               |
| 1.0378  | 9250     | 0.0023        | -               |
| 1.0389  | 9260     | 0.0002        | -               |
| 1.0401  | 9270     | 0.0003        | -               |
| 1.0412  | 9280     | 0.0001        | -               |
| 1.0423  | 9290     | 0.0003        | -               |
| 1.0434  | 9300     | 0.0           | -               |
| 1.0445  | 9310     | 0.0003        | -               |
| 1.0457  | 9320     | 0.0001        | -               |
| 1.0468  | 9330     | 0.0001        | -               |
| 1.0479  | 9340     | 0.0004        | -               |
| 1.0490  | 9350     | 0.0028        | -               |
| 1.0502  | 9360     | 0.0003        | -               |
| 1.0513  | 9370     | 0.0007        | -               |
| 1.0524  | 9380     | 0.0001        | -               |
| 1.0535  | 9390     | 0.0001        | -               |
| 1.0546  | 9400     | 0.0001        | -               |
| 1.0558  | 9410     | 0.0002        | -               |
| 1.0569  | 9420     | 0.0           | -               |
| 1.0580  | 9430     | 0.0002        | -               |
| 1.0591  | 9440     | 0.0001        | -               |
| 1.0602  | 9450     | 0.0076        | -               |
| 1.0614  | 9460     | 0.0           | -               |
| 1.0625  | 9470     | 0.0007        | -               |
| 1.0636  | 9480     | 0.0002        | -               |
| 1.0647  | 9490     | 0.0001        | -               |
| 1.0659  | 9500     | 0.0005        | -               |
| 1.0670  | 9510     | 0.0032        | -               |
| 1.0681  | 9520     | 0.0008        | -               |
| 1.0692  | 9530     | 0.0001        | -               |
| 1.0703  | 9540     | 0.0003        | -               |
| 1.0715  | 9550     | 0.0001        | -               |
| 1.0726  | 9560     | 0.0002        | -               |
| 1.0737  | 9570     | 0.0005        | -               |
| 1.0748  | 9580     | 0.0002        | -               |
| 1.0760  | 9590     | 0.0001        | -               |
| 1.0771  | 9600     | 0.0003        | -               |
| 1.0782  | 9610     | 0.0001        | -               |
| 1.0793  | 9620     | 0.0007        | -               |
| 1.0804  | 9630     | 0.0001        | -               |
| 1.0816  | 9640     | 0.0001        | -               |
| 1.0827  | 9650     | 0.0016        | -               |
| 1.0838  | 9660     | 0.0012        | -               |
| 1.0849  | 9670     | 0.0001        | -               |
| 1.0861  | 9680     | 0.0002        | -               |
| 1.0872  | 9690     | 0.0002        | -               |
| 1.0883  | 9700     | 0.0001        | -               |
| 1.0894  | 9710     | 0.0002        | -               |
| 1.0905  | 9720     | 0.0001        | -               |
| 1.0917  | 9730     | 0.0001        | -               |
| 1.0928  | 9740     | 0.0003        | -               |
| 1.0939  | 9750     | 0.0004        | -               |
| 1.0950  | 9760     | 0.0002        | -               |
| 1.0962  | 9770     | 0.0001        | -               |
| 1.0973  | 9780     | 0.0001        | -               |
| 1.0984  | 9790     | 0.0003        | -               |
| 1.0995  | 9800     | 0.0008        | -               |
| 1.1006  | 9810     | 0.0016        | -               |
| 1.1018  | 9820     | 0.0001        | -               |
| 1.1029  | 9830     | 0.0029        | -               |
| 1.1040  | 9840     | 0.0005        | -               |
| 1.1051  | 9850     | 0.0006        | -               |
| 1.1062  | 9860     | 0.0018        | -               |
| 1.1074  | 9870     | 0.0005        | -               |
| 1.1085  | 9880     | 0.0004        | -               |
| 1.1096  | 9890     | 0.0001        | -               |
| 1.1107  | 9900     | 0.0002        | -               |
| 1.1119  | 9910     | 0.0003        | -               |
| 1.1130  | 9920     | 0.0007        | -               |
| 1.1141  | 9930     | 0.0006        | -               |
| 1.1152  | 9940     | 0.0004        | -               |
| 1.1163  | 9950     | 0.0001        | -               |
| 1.1175  | 9960     | 0.0001        | -               |
| 1.1186  | 9970     | 0.0008        | -               |
| 1.1197  | 9980     | 0.0           | -               |
| 1.1208  | 9990     | 0.0004        | -               |
| 1.1220  | 10000    | 0.0002        | -               |
| 1.1231  | 10010    | 0.0002        | -               |
| 1.1242  | 10020    | 0.0           | -               |
| 1.1253  | 10030    | 0.0003        | -               |
| 1.1264  | 10040    | 0.0008        | -               |
| 1.1276  | 10050    | 0.0005        | -               |
| 1.1287  | 10060    | 0.0069        | -               |
| 1.1298  | 10070    | 0.0004        | -               |
| 1.1309  | 10080    | 0.0038        | -               |
| 1.1321  | 10090    | 0.0004        | -               |
| 1.1332  | 10100    | 0.0001        | -               |
| 1.1343  | 10110    | 0.0001        | -               |
| 1.1354  | 10120    | 0.0001        | -               |
| 1.1365  | 10130    | 0.0027        | -               |
| 1.1377  | 10140    | 0.0009        | -               |
| 1.1388  | 10150    | 0.0002        | -               |
| 1.1399  | 10160    | 0.0004        | -               |
| 1.1410  | 10170    | 0.0005        | -               |
| 1.1422  | 10180    | 0.0012        | -               |
| 1.1433  | 10190    | 0.0002        | -               |
| 1.1444  | 10200    | 0.0003        | -               |
| 1.1455  | 10210    | 0.0074        | -               |
| 1.1466  | 10220    | 0.0001        | -               |
| 1.1478  | 10230    | 0.001         | -               |
| 1.1489  | 10240    | 0.0001        | -               |
| 1.1500  | 10250    | 0.0002        | -               |
| 1.1511  | 10260    | 0.0001        | -               |
| 1.1522  | 10270    | 0.0001        | -               |
| 1.1534  | 10280    | 0.0003        | -               |
| 1.1545  | 10290    | 0.0001        | -               |
| 1.1556  | 10300    | 0.0001        | -               |
| 1.1567  | 10310    | 0.0182        | -               |
| 1.1579  | 10320    | 0.0002        | -               |
| 1.1590  | 10330    | 0.0023        | -               |
| 1.1601  | 10340    | 0.0002        | -               |
| 1.1612  | 10350    | 0.0005        | -               |
| 1.1623  | 10360    | 0.0005        | -               |
| 1.1635  | 10370    | 0.0001        | -               |
| 1.1646  | 10380    | 0.0014        | -               |
| 1.1657  | 10390    | 0.0001        | -               |
| 1.1668  | 10400    | 0.0014        | -               |
| 1.1680  | 10410    | 0.0001        | -               |
| 1.1691  | 10420    | 0.0004        | -               |
| 1.1702  | 10430    | 0.0001        | -               |
| 1.1713  | 10440    | 0.0008        | -               |
| 1.1724  | 10450    | 0.3055        | -               |
| 1.1736  | 10460    | 0.0           | -               |
| 1.1747  | 10470    | 0.0001        | -               |
| 1.1758  | 10480    | 0.0007        | -               |
| 1.1769  | 10490    | 0.0001        | -               |
| 1.1781  | 10500    | 0.0001        | -               |
| 1.1792  | 10510    | 0.0001        | -               |
| 1.1803  | 10520    | 0.0           | -               |
| 1.1814  | 10530    | 0.0001        | -               |
| 1.1825  | 10540    | 0.0           | -               |
| 1.1837  | 10550    | 0.0009        | -               |
| 1.1848  | 10560    | 0.0001        | -               |
| 1.1859  | 10570    | 0.0002        | -               |
| 1.1870  | 10580    | 0.0001        | -               |
| 1.1882  | 10590    | 0.0003        | -               |
| 1.1893  | 10600    | 0.0002        | -               |
| 1.1904  | 10610    | 0.0004        | -               |
| 1.1915  | 10620    | 0.0002        | -               |
| 1.1926  | 10630    | 0.0001        | -               |
| 1.1938  | 10640    | 0.0002        | -               |
| 1.1949  | 10650    | 0.0006        | -               |
| 1.1960  | 10660    | 0.0032        | -               |
| 1.1971  | 10670    | 0.0002        | -               |
| 1.1982  | 10680    | 0.0004        | -               |
| 1.1994  | 10690    | 0.0001        | -               |
| 1.2005  | 10700    | 0.0004        | -               |
| 1.2016  | 10710    | 0.0001        | -               |
| 1.2027  | 10720    | 0.0001        | -               |
| 1.2039  | 10730    | 0.0002        | -               |
| 1.2050  | 10740    | 0.0007        | -               |
| 1.2061  | 10750    | 0.0031        | -               |
| 1.2072  | 10760    | 0.0002        | -               |
| 1.2083  | 10770    | 0.0002        | -               |
| 1.2095  | 10780    | 0.0001        | -               |
| 1.2106  | 10790    | 0.0007        | -               |
| 1.2117  | 10800    | 0.0001        | -               |
| 1.2128  | 10810    | 0.0005        | -               |
| 1.2140  | 10820    | 0.0           | -               |
| 1.2151  | 10830    | 0.0011        | -               |
| 1.2162  | 10840    | 0.0001        | -               |
| 1.2173  | 10850    | 0.0004        | -               |
| 1.2184  | 10860    | 0.0002        | -               |
| 1.2196  | 10870    | 0.0001        | -               |
| 1.2207  | 10880    | 0.0001        | -               |
| 1.2218  | 10890    | 0.0005        | -               |
| 1.2229  | 10900    | 0.0001        | -               |
| 1.2241  | 10910    | 0.0001        | -               |
| 1.2252  | 10920    | 0.001         | -               |
| 1.2263  | 10930    | 0.0003        | -               |
| 1.2274  | 10940    | 0.0004        | -               |
| 1.2285  | 10950    | 0.0005        | -               |
| 1.2297  | 10960    | 0.0001        | -               |
| 1.2308  | 10970    | 0.0003        | -               |
| 1.2319  | 10980    | 0.0001        | -               |
| 1.2330  | 10990    | 0.0001        | -               |
| 1.2342  | 11000    | 0.0001        | -               |
| 1.2353  | 11010    | 0.0001        | -               |
| 1.2364  | 11020    | 0.0005        | -               |
| 1.2375  | 11030    | 0.0001        | -               |
| 1.2386  | 11040    | 0.0001        | -               |
| 1.2398  | 11050    | 0.0002        | -               |
| 1.2409  | 11060    | 0.0002        | -               |
| 1.2420  | 11070    | 0.0005        | -               |
| 1.2431  | 11080    | 0.0001        | -               |
| 1.2442  | 11090    | 0.0004        | -               |
| 1.2454  | 11100    | 0.0001        | -               |
| 1.2465  | 11110    | 0.0004        | -               |
| 1.2476  | 11120    | 0.0007        | -               |
| 1.2487  | 11130    | 0.0008        | -               |
| 1.2499  | 11140    | 0.0001        | -               |
| 1.2510  | 11150    | 0.0008        | -               |
| 1.2521  | 11160    | 0.0002        | -               |
| 1.2532  | 11170    | 0.0002        | -               |
| 1.2543  | 11180    | 0.0003        | -               |
| 1.2555  | 11190    | 0.0009        | -               |
| 1.2566  | 11200    | 0.0008        | -               |
| 1.2577  | 11210    | 0.0007        | -               |
| 1.2588  | 11220    | 0.0002        | -               |
| 1.2600  | 11230    | 0.0           | -               |
| 1.2611  | 11240    | 0.3249        | -               |
| 1.2622  | 11250    | 0.0           | -               |
| 1.2633  | 11260    | 0.0001        | -               |
| 1.2644  | 11270    | 0.0002        | -               |
| 1.2656  | 11280    | 0.0019        | -               |
| 1.2667  | 11290    | 0.0001        | -               |
| 1.2678  | 11300    | 0.0           | -               |
| 1.2689  | 11310    | 0.0           | -               |
| 1.2701  | 11320    | 0.0001        | -               |
| 1.2712  | 11330    | 0.0011        | -               |
| 1.2723  | 11340    | 0.0001        | -               |
| 1.2734  | 11350    | 0.0001        | -               |
| 1.2745  | 11360    | 0.0002        | -               |
| 1.2757  | 11370    | 0.0001        | -               |
| 1.2768  | 11380    | 0.0002        | -               |
| 1.2779  | 11390    | 0.0004        | -               |
| 1.2790  | 11400    | 0.0           | -               |
| 1.2802  | 11410    | 0.0           | -               |
| 1.2813  | 11420    | 0.0001        | -               |
| 1.2824  | 11430    | 0.0004        | -               |
| 1.2835  | 11440    | 0.0001        | -               |
| 1.2846  | 11450    | 0.0006        | -               |
| 1.2858  | 11460    | 0.0002        | -               |
| 1.2869  | 11470    | 0.0004        | -               |
| 1.2880  | 11480    | 0.0001        | -               |
| 1.2891  | 11490    | 0.0           | -               |
| 1.2903  | 11500    | 0.0001        | -               |
| 1.2914  | 11510    | 0.0003        | -               |
| 1.2925  | 11520    | 0.0001        | -               |
| 1.2936  | 11530    | 0.0002        | -               |
| 1.2947  | 11540    | 0.0003        | -               |
| 1.2959  | 11550    | 0.0001        | -               |
| 1.2970  | 11560    | 0.0001        | -               |
| 1.2981  | 11570    | 0.0001        | -               |
| 1.2992  | 11580    | 0.0003        | -               |
| 1.3003  | 11590    | 0.0           | -               |
| 1.3015  | 11600    | 0.0002        | -               |
| 1.3026  | 11610    | 0.0001        | -               |
| 1.3037  | 11620    | 0.0012        | -               |
| 1.3048  | 11630    | 0.0002        | -               |
| 1.3060  | 11640    | 0.0001        | -               |
| 1.3071  | 11650    | 0.0001        | -               |
| 1.3082  | 11660    | 0.0002        | -               |
| 1.3093  | 11670    | 0.0001        | -               |
| 1.3104  | 11680    | 0.0012        | -               |
| 1.3116  | 11690    | 0.0002        | -               |
| 1.3127  | 11700    | 0.0           | -               |
| 1.3138  | 11710    | 0.0001        | -               |
| 1.3149  | 11720    | 0.0002        | -               |
| 1.3161  | 11730    | 0.0008        | -               |
| 1.3172  | 11740    | 0.0001        | -               |
| 1.3183  | 11750    | 0.0003        | -               |
| 1.3194  | 11760    | 0.0001        | -               |
| 1.3205  | 11770    | 0.0001        | -               |
| 1.3217  | 11780    | 0.0004        | -               |
| 1.3228  | 11790    | 0.0002        | -               |
| 1.3239  | 11800    | 0.0005        | -               |
| 1.3250  | 11810    | 0.0001        | -               |
| 1.3262  | 11820    | 0.0001        | -               |
| 1.3273  | 11830    | 0.0001        | -               |
| 1.3284  | 11840    | 0.0001        | -               |
| 1.3295  | 11850    | 0.0001        | -               |
| 1.3306  | 11860    | 0.0001        | -               |
| 1.3318  | 11870    | 0.0001        | -               |
| 1.3329  | 11880    | 0.0002        | -               |
| 1.3340  | 11890    | 0.0001        | -               |
| 1.3351  | 11900    | 0.0           | -               |
| 1.3363  | 11910    | 0.0006        | -               |
| 1.3374  | 11920    | 0.0001        | -               |
| 1.3385  | 11930    | 0.0001        | -               |
| 1.3396  | 11940    | 0.0002        | -               |
| 1.3407  | 11950    | 0.0003        | -               |
| 1.3419  | 11960    | 0.0002        | -               |
| 1.3430  | 11970    | 0.0001        | -               |
| 1.3441  | 11980    | 0.0002        | -               |
| 1.3452  | 11990    | 0.0011        | -               |
| 1.3463  | 12000    | 0.0008        | -               |
| 1.3475  | 12010    | 0.0           | -               |
| 1.3486  | 12020    | 0.0003        | -               |
| 1.3497  | 12030    | 0.0001        | -               |
| 1.3508  | 12040    | 0.0003        | -               |
| 1.3520  | 12050    | 0.0005        | -               |
| 1.3531  | 12060    | 0.0001        | -               |
| 1.3542  | 12070    | 0.0001        | -               |
| 1.3553  | 12080    | 0.0001        | -               |
| 1.3564  | 12090    | 0.0042        | -               |
| 1.3576  | 12100    | 0.0008        | -               |
| 1.3587  | 12110    | 0.0001        | -               |
| 1.3598  | 12120    | 0.0001        | -               |
| 1.3609  | 12130    | 0.0011        | -               |
| 1.3621  | 12140    | 0.0002        | -               |
| 1.3632  | 12150    | 0.0001        | -               |
| 1.3643  | 12160    | 0.0015        | -               |
| 1.3654  | 12170    | 0.0004        | -               |
| 1.3665  | 12180    | 0.0001        | -               |
| 1.3677  | 12190    | 0.0001        | -               |
| 1.3688  | 12200    | 0.0001        | -               |
| 1.3699  | 12210    | 0.0001        | -               |
| 1.3710  | 12220    | 0.0           | -               |
| 1.3722  | 12230    | 0.0001        | -               |
| 1.3733  | 12240    | 0.0005        | -               |
| 1.3744  | 12250    | 0.0002        | -               |
| 1.3755  | 12260    | 0.0001        | -               |
| 1.3766  | 12270    | 0.0003        | -               |
| 1.3778  | 12280    | 0.0006        | -               |
| 1.3789  | 12290    | 0.0002        | -               |
| 1.3800  | 12300    | 0.0002        | -               |
| 1.3811  | 12310    | 0.0002        | -               |
| 1.3823  | 12320    | 0.0001        | -               |
| 1.3834  | 12330    | 0.0001        | -               |
| 1.3845  | 12340    | 0.0           | -               |
| 1.3856  | 12350    | 0.0003        | -               |
| 1.3867  | 12360    | 0.0001        | -               |
| 1.3879  | 12370    | 0.0001        | -               |
| 1.3890  | 12380    | 0.0001        | -               |
| 1.3901  | 12390    | 0.0011        | -               |
| 1.3912  | 12400    | 0.0001        | -               |
| 1.3923  | 12410    | 0.0001        | -               |
| 1.3935  | 12420    | 0.0001        | -               |
| 1.3946  | 12430    | 0.0001        | -               |
| 1.3957  | 12440    | 0.0001        | -               |
| 1.3968  | 12450    | 0.0001        | -               |
| 1.3980  | 12460    | 0.0001        | -               |
| 1.3991  | 12470    | 0.0002        | -               |
| 1.4002  | 12480    | 0.0002        | -               |
| 1.4013  | 12490    | 0.0002        | -               |
| 1.4024  | 12500    | 0.0001        | -               |
| 1.4036  | 12510    | 0.0027        | -               |
| 1.4047  | 12520    | 0.0001        | -               |
| 1.4058  | 12530    | 0.0001        | -               |
| 1.4069  | 12540    | 0.0003        | -               |
| 1.4081  | 12550    | 0.0025        | -               |
| 1.4092  | 12560    | 0.0001        | -               |
| 1.4103  | 12570    | 0.0005        | -               |
| 1.4114  | 12580    | 0.0002        | -               |
| 1.4125  | 12590    | 0.0007        | -               |
| 1.4137  | 12600    | 0.0001        | -               |
| 1.4148  | 12610    | 0.0001        | -               |
| 1.4159  | 12620    | 0.0001        | -               |
| 1.4170  | 12630    | 0.0001        | -               |
| 1.4182  | 12640    | 0.0011        | -               |
| 1.4193  | 12650    | 0.0026        | -               |
| 1.4204  | 12660    | 0.0002        | -               |
| 1.4215  | 12670    | 0.0003        | -               |
| 1.4226  | 12680    | 0.0           | -               |
| 1.4238  | 12690    | 0.0001        | -               |
| 1.4249  | 12700    | 0.0004        | -               |
| 1.4260  | 12710    | 0.0002        | -               |
| 1.4271  | 12720    | 0.0001        | -               |
| 1.4283  | 12730    | 0.0002        | -               |
| 1.4294  | 12740    | 0.0003        | -               |
| 1.4305  | 12750    | 0.0012        | -               |
| 1.4316  | 12760    | 0.0011        | -               |
| 1.4327  | 12770    | 0.0006        | -               |
| 1.4339  | 12780    | 0.0001        | -               |
| 1.4350  | 12790    | 0.0           | -               |
| 1.4361  | 12800    | 0.0001        | -               |
| 1.4372  | 12810    | 0.0002        | -               |
| 1.4383  | 12820    | 0.0003        | -               |
| 1.4395  | 12830    | 0.0001        | -               |
| 1.4406  | 12840    | 0.0001        | -               |
| 1.4417  | 12850    | 0.0           | -               |
| 1.4428  | 12860    | 0.0002        | -               |
| 1.4440  | 12870    | 0.0           | -               |
| 1.4451  | 12880    | 0.0004        | -               |
| 1.4462  | 12890    | 0.0001        | -               |
| 1.4473  | 12900    | 0.0015        | -               |
| 1.4484  | 12910    | 0.0004        | -               |
| 1.4496  | 12920    | 0.0001        | -               |
| 1.4507  | 12930    | 0.0001        | -               |
| 1.4518  | 12940    | 0.0001        | -               |
| 1.4529  | 12950    | 0.0           | -               |
| 1.4541  | 12960    | 0.0001        | -               |
| 1.4552  | 12970    | 0.0002        | -               |
| 1.4563  | 12980    | 0.0001        | -               |
| 1.4574  | 12990    | 0.0001        | -               |
| 1.4585  | 13000    | 0.0001        | -               |
| 1.4597  | 13010    | 0.0007        | -               |
| 1.4608  | 13020    | 0.0002        | -               |
| 1.4619  | 13030    | 0.0003        | -               |
| 1.4630  | 13040    | 0.0003        | -               |
| 1.4642  | 13050    | 0.0001        | -               |
| 1.4653  | 13060    | 0.0006        | -               |
| 1.4664  | 13070    | 0.0025        | -               |
| 1.4675  | 13080    | 0.0002        | -               |
| 1.4686  | 13090    | 0.0005        | -               |
| 1.4698  | 13100    | 0.0001        | -               |
| 1.4709  | 13110    | 0.0           | -               |
| 1.4720  | 13120    | 0.0002        | -               |
| 1.4731  | 13130    | 0.0           | -               |
| 1.4743  | 13140    | 0.0001        | -               |
| 1.4754  | 13150    | 0.0001        | -               |
| 1.4765  | 13160    | 0.0002        | -               |
| 1.4776  | 13170    | 0.0           | -               |
| 1.4787  | 13180    | 0.0001        | -               |
| 1.4799  | 13190    | 0.0004        | -               |
| 1.4810  | 13200    | 0.0           | -               |
| 1.4821  | 13210    | 0.0008        | -               |
| 1.4832  | 13220    | 0.0001        | -               |
| 1.4843  | 13230    | 0.0001        | -               |
| 1.4855  | 13240    | 0.0002        | -               |
| 1.4866  | 13250    | 0.0018        | -               |
| 1.4877  | 13260    | 0.0001        | -               |
| 1.4888  | 13270    | 0.0003        | -               |
| 1.4900  | 13280    | 0.0198        | -               |
| 1.4911  | 13290    | 0.0007        | -               |
| 1.4922  | 13300    | 0.0001        | -               |
| 1.4933  | 13310    | 0.0008        | -               |
| 1.4944  | 13320    | 0.0002        | -               |
| 1.4956  | 13330    | 0.0006        | -               |
| 1.4967  | 13340    | 0.0001        | -               |
| 1.4978  | 13350    | 0.0001        | -               |
| 1.4989  | 13360    | 0.0004        | -               |
| 1.5001  | 13370    | 0.0001        | -               |
| 1.5012  | 13380    | 0.0007        | -               |
| 1.5023  | 13390    | 0.0001        | -               |
| 1.5034  | 13400    | 0.0001        | -               |
| 1.5045  | 13410    | 0.0           | -               |
| 1.5057  | 13420    | 0.0005        | -               |
| 1.5068  | 13430    | 0.0001        | -               |
| 1.5079  | 13440    | 0.0002        | -               |
| 1.5090  | 13450    | 0.0005        | -               |
| 1.5102  | 13460    | 0.0011        | -               |
| 1.5113  | 13470    | 0.0004        | -               |
| 1.5124  | 13480    | 0.0001        | -               |
| 1.5135  | 13490    | 0.0009        | -               |
| 1.5146  | 13500    | 0.0002        | -               |
| 1.5158  | 13510    | 0.0003        | -               |
| 1.5169  | 13520    | 0.0001        | -               |
| 1.5180  | 13530    | 0.0001        | -               |
| 1.5191  | 13540    | 0.0002        | -               |
| 1.5203  | 13550    | 0.0001        | -               |
| 1.5214  | 13560    | 0.0           | -               |
| 1.5225  | 13570    | 0.0           | -               |
| 1.5236  | 13580    | 0.0           | -               |
| 1.5247  | 13590    | 0.0019        | -               |
| 1.5259  | 13600    | 0.004         | -               |
| 1.5270  | 13610    | 0.0004        | -               |
| 1.5281  | 13620    | 0.0001        | -               |
| 1.5292  | 13630    | 0.0004        | -               |
| 1.5303  | 13640    | 0.0001        | -               |
| 1.5315  | 13650    | 0.0003        | -               |
| 1.5326  | 13660    | 0.0001        | -               |
| 1.5337  | 13670    | 0.0001        | -               |
| 1.5348  | 13680    | 0.0002        | -               |
| 1.5360  | 13690    | 0.0002        | -               |
| 1.5371  | 13700    | 0.0001        | -               |
| 1.5382  | 13710    | 0.0001        | -               |
| 1.5393  | 13720    | 0.0001        | -               |
| 1.5404  | 13730    | 0.0001        | -               |
| 1.5416  | 13740    | 0.0001        | -               |
| 1.5427  | 13750    | 0.0001        | -               |
| 1.5438  | 13760    | 0.0003        | -               |
| 1.5449  | 13770    | 0.0001        | -               |
| 1.5461  | 13780    | 0.0001        | -               |
| 1.5472  | 13790    | 0.0002        | -               |
| 1.5483  | 13800    | 0.0           | -               |
| 1.5494  | 13810    | 0.0           | -               |
| 1.5505  | 13820    | 0.0001        | -               |
| 1.5517  | 13830    | 0.0002        | -               |
| 1.5528  | 13840    | 0.0001        | -               |
| 1.5539  | 13850    | 0.0002        | -               |
| 1.5550  | 13860    | 0.0004        | -               |
| 1.5562  | 13870    | 0.0001        | -               |
| 1.5573  | 13880    | 0.0           | -               |
| 1.5584  | 13890    | 0.0002        | -               |
| 1.5595  | 13900    | 0.0003        | -               |
| 1.5606  | 13910    | 0.0001        | -               |
| 1.5618  | 13920    | 0.0001        | -               |
| 1.5629  | 13930    | 0.0001        | -               |
| 1.5640  | 13940    | 0.0           | -               |
| 1.5651  | 13950    | 0.0003        | -               |
| 1.5663  | 13960    | 0.0001        | -               |
| 1.5674  | 13970    | 0.0007        | -               |
| 1.5685  | 13980    | 0.0003        | -               |
| 1.5696  | 13990    | 0.0006        | -               |
| 1.5707  | 14000    | 0.0001        | -               |
| 1.5719  | 14010    | 0.0009        | -               |
| 1.5730  | 14020    | 0.0001        | -               |
| 1.5741  | 14030    | 0.3245        | -               |
| 1.5752  | 14040    | 0.0003        | -               |
| 1.5763  | 14050    | 0.0003        | -               |
| 1.5775  | 14060    | 0.0001        | -               |
| 1.5786  | 14070    | 0.0001        | -               |
| 1.5797  | 14080    | 0.0001        | -               |
| 1.5808  | 14090    | 0.0001        | -               |
| 1.5820  | 14100    | 0.0           | -               |
| 1.5831  | 14110    | 0.0001        | -               |
| 1.5842  | 14120    | 0.0017        | -               |
| 1.5853  | 14130    | 0.0001        | -               |
| 1.5864  | 14140    | 0.0001        | -               |
| 1.5876  | 14150    | 0.0002        | -               |
| 1.5887  | 14160    | 0.0004        | -               |
| 1.5898  | 14170    | 0.0001        | -               |
| 1.5909  | 14180    | 0.0005        | -               |
| 1.5921  | 14190    | 0.0002        | -               |
| 1.5932  | 14200    | 0.0002        | -               |
| 1.5943  | 14210    | 0.0134        | -               |
| 1.5954  | 14220    | 0.0001        | -               |
| 1.5965  | 14230    | 0.0005        | -               |
| 1.5977  | 14240    | 0.0001        | -               |
| 1.5988  | 14250    | 0.0           | -               |
| 1.5999  | 14260    | 0.0001        | -               |
| 1.6010  | 14270    | 0.0004        | -               |
| 1.6022  | 14280    | 0.0004        | -               |
| 1.6033  | 14290    | 0.0001        | -               |
| 1.6044  | 14300    | 0.0001        | -               |
| 1.6055  | 14310    | 0.0012        | -               |
| 1.6066  | 14320    | 0.0003        | -               |
| 1.6078  | 14330    | 0.0001        | -               |
| 1.6089  | 14340    | 0.0001        | -               |
| 1.6100  | 14350    | 0.0004        | -               |
| 1.6111  | 14360    | 0.0012        | -               |
| 1.6123  | 14370    | 0.0002        | -               |
| 1.6134  | 14380    | 0.001         | -               |
| 1.6145  | 14390    | 0.0002        | -               |
| 1.6156  | 14400    | 0.0004        | -               |
| 1.6167  | 14410    | 0.0001        | -               |
| 1.6179  | 14420    | 0.0001        | -               |
| 1.6190  | 14430    | 0.0024        | -               |
| 1.6201  | 14440    | 0.0002        | -               |
| 1.6212  | 14450    | 0.0001        | -               |
| 1.6223  | 14460    | 0.0001        | -               |
| 1.6235  | 14470    | 0.0002        | -               |
| 1.6246  | 14480    | 0.0001        | -               |
| 1.6257  | 14490    | 0.0           | -               |
| 1.6268  | 14500    | 0.0           | -               |
| 1.6280  | 14510    | 0.0           | -               |
| 1.6291  | 14520    | 0.0002        | -               |
| 1.6302  | 14530    | 0.0001        | -               |
| 1.6313  | 14540    | 0.0005        | -               |
| 1.6324  | 14550    | 0.0           | -               |
| 1.6336  | 14560    | 0.0001        | -               |
| 1.6347  | 14570    | 0.0001        | -               |
| 1.6358  | 14580    | 0.0001        | -               |
| 1.6369  | 14590    | 0.0           | -               |
| 1.6381  | 14600    | 0.0002        | -               |
| 1.6392  | 14610    | 0.0004        | -               |
| 1.6403  | 14620    | 0.0001        | -               |
| 1.6414  | 14630    | 0.0009        | -               |
| 1.6425  | 14640    | 0.0001        | -               |
| 1.6437  | 14650    | 0.0001        | -               |
| 1.6448  | 14660    | 0.0001        | -               |
| 1.6459  | 14670    | 0.0003        | -               |
| 1.6470  | 14680    | 0.0003        | -               |
| 1.6482  | 14690    | 0.0           | -               |
| 1.6493  | 14700    | 0.0049        | -               |
| 1.6504  | 14710    | 0.0001        | -               |
| 1.6515  | 14720    | 0.0           | -               |
| 1.6526  | 14730    | 0.0002        | -               |
| 1.6538  | 14740    | 0.0001        | -               |
| 1.6549  | 14750    | 0.0001        | -               |
| 1.6560  | 14760    | 0.0001        | -               |
| 1.6571  | 14770    | 0.0002        | -               |
| 1.6583  | 14780    | 0.0001        | -               |
| 1.6594  | 14790    | 0.0002        | -               |
| 1.6605  | 14800    | 0.0           | -               |
| 1.6616  | 14810    | 0.0001        | -               |
| 1.6627  | 14820    | 0.0           | -               |
| 1.6639  | 14830    | 0.0001        | -               |
| 1.6650  | 14840    | 0.0001        | -               |
| 1.6661  | 14850    | 0.0001        | -               |
| 1.6672  | 14860    | 0.0001        | -               |
| 1.6683  | 14870    | 0.0           | -               |
| 1.6695  | 14880    | 0.0001        | -               |
| 1.6706  | 14890    | 0.0002        | -               |
| 1.6717  | 14900    | 0.0001        | -               |
| 1.6728  | 14910    | 0.0002        | -               |
| 1.6740  | 14920    | 0.0002        | -               |
| 1.6751  | 14930    | 0.0           | -               |
| 1.6762  | 14940    | 0.0           | -               |
| 1.6773  | 14950    | 0.0004        | -               |
| 1.6784  | 14960    | 0.0001        | -               |
| 1.6796  | 14970    | 0.0003        | -               |
| 1.6807  | 14980    | 0.0           | -               |
| 1.6818  | 14990    | 0.0001        | -               |
| 1.6829  | 15000    | 0.0001        | -               |
| 1.6841  | 15010    | 0.0001        | -               |
| 1.6852  | 15020    | 0.0001        | -               |
| 1.6863  | 15030    | 0.0007        | -               |
| 1.6874  | 15040    | 0.0005        | -               |
| 1.6885  | 15050    | 0.0001        | -               |
| 1.6897  | 15060    | 0.0001        | -               |
| 1.6908  | 15070    | 0.0003        | -               |
| 1.6919  | 15080    | 0.0001        | -               |
| 1.6930  | 15090    | 0.0           | -               |
| 1.6942  | 15100    | 0.0004        | -               |
| 1.6953  | 15110    | 0.0042        | -               |
| 1.6964  | 15120    | 0.0001        | -               |
| 1.6975  | 15130    | 0.0005        | -               |
| 1.6986  | 15140    | 0.0002        | -               |
| 1.6998  | 15150    | 0.0003        | -               |
| 1.7009  | 15160    | 0.0001        | -               |
| 1.7020  | 15170    | 0.0001        | -               |
| 1.7031  | 15180    | 0.0001        | -               |
| 1.7043  | 15190    | 0.0004        | -               |
| 1.7054  | 15200    | 0.0001        | -               |
| 1.7065  | 15210    | 0.0003        | -               |
| 1.7076  | 15220    | 0.0           | -               |
| 1.7087  | 15230    | 0.0001        | -               |
| 1.7099  | 15240    | 0.0001        | -               |
| 1.7110  | 15250    | 0.0074        | -               |
| 1.7121  | 15260    | 0.0012        | -               |
| 1.7132  | 15270    | 0.3243        | -               |
| 1.7143  | 15280    | 0.001         | -               |
| 1.7155  | 15290    | 0.0           | -               |
| 1.7166  | 15300    | 0.0           | -               |
| 1.7177  | 15310    | 0.0001        | -               |
| 1.7188  | 15320    | 0.0005        | -               |
| 1.7200  | 15330    | 0.0001        | -               |
| 1.7211  | 15340    | 0.0001        | -               |
| 1.7222  | 15350    | 0.0002        | -               |
| 1.7233  | 15360    | 0.0003        | -               |
| 1.7244  | 15370    | 0.0           | -               |
| 1.7256  | 15380    | 0.0           | -               |
| 1.7267  | 15390    | 0.0002        | -               |
| 1.7278  | 15400    | 0.0           | -               |
| 1.7289  | 15410    | 0.0002        | -               |
| 1.7301  | 15420    | 0.0001        | -               |
| 1.7312  | 15430    | 0.0003        | -               |
| 1.7323  | 15440    | 0.0001        | -               |
| 1.7334  | 15450    | 0.0001        | -               |
| 1.7345  | 15460    | 0.0           | -               |
| 1.7357  | 15470    | 0.0001        | -               |
| 1.7368  | 15480    | 0.0001        | -               |
| 1.7379  | 15490    | 0.0001        | -               |
| 1.7390  | 15500    | 0.0           | -               |
| 1.7402  | 15510    | 0.0001        | -               |
| 1.7413  | 15520    | 0.0002        | -               |
| 1.7424  | 15530    | 0.3123        | -               |
| 1.7435  | 15540    | 0.0001        | -               |
| 1.7446  | 15550    | 0.0004        | -               |
| 1.7458  | 15560    | 0.0002        | -               |
| 1.7469  | 15570    | 0.0002        | -               |
| 1.7480  | 15580    | 0.0003        | -               |
| 1.7491  | 15590    | 0.0001        | -               |
| 1.7503  | 15600    | 0.0001        | -               |
| 1.7514  | 15610    | 0.0001        | -               |
| 1.7525  | 15620    | 0.0002        | -               |
| 1.7536  | 15630    | 0.0002        | -               |
| 1.7547  | 15640    | 0.0001        | -               |
| 1.7559  | 15650    | 0.0001        | -               |
| 1.7570  | 15660    | 0.001         | -               |
| 1.7581  | 15670    | 0.0001        | -               |
| 1.7592  | 15680    | 0.0002        | -               |
| 1.7604  | 15690    | 0.0002        | -               |
| 1.7615  | 15700    | 0.0           | -               |
| 1.7626  | 15710    | 0.0001        | -               |
| 1.7637  | 15720    | 0.0003        | -               |
| 1.7648  | 15730    | 0.0003        | -               |
| 1.7660  | 15740    | 0.0001        | -               |
| 1.7671  | 15750    | 0.0           | -               |
| 1.7682  | 15760    | 0.0           | -               |
| 1.7693  | 15770    | 0.0004        | -               |
| 1.7704  | 15780    | 0.001         | -               |
| 1.7716  | 15790    | 0.0002        | -               |
| 1.7727  | 15800    | 0.0001        | -               |
| 1.7738  | 15810    | 0.0003        | -               |
| 1.7749  | 15820    | 0.0006        | -               |
| 1.7761  | 15830    | 0.0002        | -               |
| 1.7772  | 15840    | 0.0007        | -               |
| 1.7783  | 15850    | 0.0013        | -               |
| 1.7794  | 15860    | 0.0001        | -               |
| 1.7805  | 15870    | 0.0001        | -               |
| 1.7817  | 15880    | 0.0           | -               |
| 1.7828  | 15890    | 0.0001        | -               |
| 1.7839  | 15900    | 0.0005        | -               |
| 1.7850  | 15910    | 0.0002        | -               |
| 1.7862  | 15920    | 0.001         | -               |
| 1.7873  | 15930    | 0.0002        | -               |
| 1.7884  | 15940    | 0.0005        | -               |
| 1.7895  | 15950    | 0.0002        | -               |
| 1.7906  | 15960    | 0.0           | -               |
| 1.7918  | 15970    | 0.0001        | -               |
| 1.7929  | 15980    | 0.0002        | -               |
| 1.7940  | 15990    | 0.0002        | -               |
| 1.7951  | 16000    | 0.0001        | -               |
| 1.7963  | 16010    | 0.0001        | -               |
| 1.7974  | 16020    | 0.0025        | -               |
| 1.7985  | 16030    | 0.0001        | -               |
| 1.7996  | 16040    | 0.0001        | -               |
| 1.8007  | 16050    | 0.0           | -               |
| 1.8019  | 16060    | 0.0001        | -               |
| 1.8030  | 16070    | 0.0001        | -               |
| 1.8041  | 16080    | 0.0           | -               |
| 1.8052  | 16090    | 0.0           | -               |
| 1.8064  | 16100    | 0.0001        | -               |
| 1.8075  | 16110    | 0.0           | -               |
| 1.8086  | 16120    | 0.0001        | -               |
| 1.8097  | 16130    | 0.0           | -               |
| 1.8108  | 16140    | 0.0077        | -               |
| 1.8120  | 16150    | 0.0002        | -               |
| 1.8131  | 16160    | 0.0007        | -               |
| 1.8142  | 16170    | 0.0003        | -               |
| 1.8153  | 16180    | 0.0003        | -               |
| 1.8164  | 16190    | 0.0           | -               |
| 1.8176  | 16200    | 0.0002        | -               |
| 1.8187  | 16210    | 0.0           | -               |
| 1.8198  | 16220    | 0.0002        | -               |
| 1.8209  | 16230    | 0.0001        | -               |
| 1.8221  | 16240    | 0.0001        | -               |
| 1.8232  | 16250    | 0.0001        | -               |
| 1.8243  | 16260    | 0.0002        | -               |
| 1.8254  | 16270    | 0.0           | -               |
| 1.8265  | 16280    | 0.0           | -               |
| 1.8277  | 16290    | 0.0           | -               |
| 1.8288  | 16300    | 0.0003        | -               |
| 1.8299  | 16310    | 0.0001        | -               |
| 1.8310  | 16320    | 0.0           | -               |
| 1.8322  | 16330    | 0.0002        | -               |
| 1.8333  | 16340    | 0.0001        | -               |
| 1.8344  | 16350    | 0.0001        | -               |
| 1.8355  | 16360    | 0.0001        | -               |
| 1.8366  | 16370    | 0.0002        | -               |
| 1.8378  | 16380    | 0.0001        | -               |
| 1.8389  | 16390    | 0.0002        | -               |
| 1.8400  | 16400    | 0.0002        | -               |
| 1.8411  | 16410    | 0.0           | -               |
| 1.8423  | 16420    | 0.0001        | -               |
| 1.8434  | 16430    | 0.0001        | -               |
| 1.8445  | 16440    | 0.0001        | -               |
| 1.8456  | 16450    | 0.0           | -               |
| 1.8467  | 16460    | 0.0001        | -               |
| 1.8479  | 16470    | 0.0001        | -               |
| 1.8490  | 16480    | 0.0036        | -               |
| 1.8501  | 16490    | 0.0001        | -               |
| 1.8512  | 16500    | 0.0002        | -               |
| 1.8524  | 16510    | 0.0003        | -               |
| 1.8535  | 16520    | 0.0           | -               |
| 1.8546  | 16530    | 0.0           | -               |
| 1.8557  | 16540    | 0.0001        | -               |
| 1.8568  | 16550    | 0.0001        | -               |
| 1.8580  | 16560    | 0.0003        | -               |
| 1.8591  | 16570    | 0.0001        | -               |
| 1.8602  | 16580    | 0.0002        | -               |
| 1.8613  | 16590    | 0.0008        | -               |
| 1.8624  | 16600    | 0.0001        | -               |
| 1.8636  | 16610    | 0.0001        | -               |
| 1.8647  | 16620    | 0.0002        | -               |
| 1.8658  | 16630    | 0.0           | -               |
| 1.8669  | 16640    | 0.0001        | -               |
| 1.8681  | 16650    | 0.0           | -               |
| 1.8692  | 16660    | 0.0           | -               |
| 1.8703  | 16670    | 0.0001        | -               |
| 1.8714  | 16680    | 0.0001        | -               |
| 1.8725  | 16690    | 0.0           | -               |
| 1.8737  | 16700    | 0.0           | -               |
| 1.8748  | 16710    | 0.0           | -               |
| 1.8759  | 16720    | 0.0           | -               |
| 1.8770  | 16730    | 0.0001        | -               |
| 1.8782  | 16740    | 0.0001        | -               |
| 1.8793  | 16750    | 0.0           | -               |
| 1.8804  | 16760    | 0.0012        | -               |
| 1.8815  | 16770    | 0.0001        | -               |
| 1.8826  | 16780    | 0.0001        | -               |
| 1.8838  | 16790    | 0.0001        | -               |
| 1.8849  | 16800    | 0.0005        | -               |
| 1.8860  | 16810    | 0.0           | -               |
| 1.8871  | 16820    | 0.0002        | -               |
| 1.8883  | 16830    | 0.0001        | -               |
| 1.8894  | 16840    | 0.0           | -               |
| 1.8905  | 16850    | 0.0001        | -               |
| 1.8916  | 16860    | 0.0005        | -               |
| 1.8927  | 16870    | 0.0           | -               |
| 1.8939  | 16880    | 0.0002        | -               |
| 1.8950  | 16890    | 0.0001        | -               |
| 1.8961  | 16900    | 0.0001        | -               |
| 1.8972  | 16910    | 0.0001        | -               |
| 1.8984  | 16920    | 0.0001        | -               |
| 1.8995  | 16930    | 0.0           | -               |
| 1.9006  | 16940    | 0.0001        | -               |
| 1.9017  | 16950    | 0.0001        | -               |
| 1.9028  | 16960    | 0.0001        | -               |
| 1.9040  | 16970    | 0.0001        | -               |
| 1.9051  | 16980    | 0.0           | -               |
| 1.9062  | 16990    | 0.0001        | -               |
| 1.9073  | 17000    | 0.0001        | -               |
| 1.9084  | 17010    | 0.0           | -               |
| 1.9096  | 17020    | 0.0           | -               |
| 1.9107  | 17030    | 0.0002        | -               |
| 1.9118  | 17040    | 0.0025        | -               |
| 1.9129  | 17050    | 0.0           | -               |
| 1.9141  | 17060    | 0.0001        | -               |
| 1.9152  | 17070    | 0.0001        | -               |
| 1.9163  | 17080    | 0.0           | -               |
| 1.9174  | 17090    | 0.0001        | -               |
| 1.9185  | 17100    | 0.0           | -               |
| 1.9197  | 17110    | 0.0006        | -               |
| 1.9208  | 17120    | 0.0009        | -               |
| 1.9219  | 17130    | 0.0007        | -               |
| 1.9230  | 17140    | 0.0           | -               |
| 1.9242  | 17150    | 0.0001        | -               |
| 1.9253  | 17160    | 0.0           | -               |
| 1.9264  | 17170    | 0.0           | -               |
| 1.9275  | 17180    | 0.0001        | -               |
| 1.9286  | 17190    | 0.0001        | -               |
| 1.9298  | 17200    | 0.0001        | -               |
| 1.9309  | 17210    | 0.0002        | -               |
| 1.9320  | 17220    | 0.0           | -               |
| 1.9331  | 17230    | 0.0011        | -               |
| 1.9343  | 17240    | 0.0002        | -               |
| 1.9354  | 17250    | 0.0001        | -               |
| 1.9365  | 17260    | 0.0           | -               |
| 1.9376  | 17270    | 0.0002        | -               |
| 1.9387  | 17280    | 0.0002        | -               |
| 1.9399  | 17290    | 0.0           | -               |
| 1.9410  | 17300    | 0.0001        | -               |
| 1.9421  | 17310    | 0.0001        | -               |
| 1.9432  | 17320    | 0.0005        | -               |
| 1.9444  | 17330    | 0.001         | -               |
| 1.9455  | 17340    | 0.0           | -               |
| 1.9466  | 17350    | 0.0           | -               |
| 1.9477  | 17360    | 0.0           | -               |
| 1.9488  | 17370    | 0.0           | -               |
| 1.9500  | 17380    | 0.0           | -               |
| 1.9511  | 17390    | 0.0004        | -               |
| 1.9522  | 17400    | 0.0           | -               |
| 1.9533  | 17410    | 0.0001        | -               |
| 1.9544  | 17420    | 0.0003        | -               |
| 1.9556  | 17430    | 0.0           | -               |
| 1.9567  | 17440    | 0.0001        | -               |
| 1.9578  | 17450    | 0.0001        | -               |
| 1.9589  | 17460    | 0.0001        | -               |
| 1.9601  | 17470    | 0.0001        | -               |
| 1.9612  | 17480    | 0.0012        | -               |
| 1.9623  | 17490    | 0.0009        | -               |
| 1.9634  | 17500    | 0.0001        | -               |
| 1.9645  | 17510    | 0.0002        | -               |
| 1.9657  | 17520    | 0.0           | -               |
| 1.9668  | 17530    | 0.0001        | -               |
| 1.9679  | 17540    | 0.0001        | -               |
| 1.9690  | 17550    | 0.0004        | -               |
| 1.9702  | 17560    | 0.0002        | -               |
| 1.9713  | 17570    | 0.0003        | -               |
| 1.9724  | 17580    | 0.0001        | -               |
| 1.9735  | 17590    | 0.0           | -               |
| 1.9746  | 17600    | 0.0003        | -               |
| 1.9758  | 17610    | 0.0002        | -               |
| 1.9769  | 17620    | 0.0001        | -               |
| 1.9780  | 17630    | 0.0002        | -               |
| 1.9791  | 17640    | 0.0001        | -               |
| 1.9803  | 17650    | 0.0           | -               |
| 1.9814  | 17660    | 0.0001        | -               |
| 1.9825  | 17670    | 0.0002        | -               |
| 1.9836  | 17680    | 0.0           | -               |
| 1.9847  | 17690    | 0.0           | -               |
| 1.9859  | 17700    | 0.0002        | -               |
| 1.9870  | 17710    | 0.0           | -               |
| 1.9881  | 17720    | 0.0           | -               |
| 1.9892  | 17730    | 0.0001        | -               |
| 1.9904  | 17740    | 0.0003        | -               |
| 1.9915  | 17750    | 0.0           | -               |
| 1.9926  | 17760    | 0.0006        | -               |
| 1.9937  | 17770    | 0.0001        | -               |
| 1.9948  | 17780    | 0.0           | -               |
| 1.9960  | 17790    | 0.0005        | -               |
| 1.9971  | 17800    | 0.0009        | -               |
| 1.9982  | 17810    | 0.0008        | -               |
| 1.9993  | 17820    | 0.0001        | -               |
| 2.0     | 17826    | -             | 0.0282          |
| 2.0004  | 17830    | 0.0002        | -               |
| 2.0016  | 17840    | 0.0001        | -               |
| 2.0027  | 17850    | 0.0001        | -               |
| 2.0038  | 17860    | 0.0           | -               |
| 2.0049  | 17870    | 0.0001        | -               |
| 2.0061  | 17880    | 0.0003        | -               |
| 2.0072  | 17890    | 0.0002        | -               |
| 2.0083  | 17900    | 0.0002        | -               |
| 2.0094  | 17910    | 0.0001        | -               |
| 2.0105  | 17920    | 0.0           | -               |
| 2.0117  | 17930    | 0.0001        | -               |
| 2.0128  | 17940    | 0.0005        | -               |
| 2.0139  | 17950    | 0.0003        | -               |
| 2.0150  | 17960    | 0.0           | -               |
| 2.0162  | 17970    | 0.0002        | -               |
| 2.0173  | 17980    | 0.0005        | -               |
| 2.0184  | 17990    | 0.0002        | -               |
| 2.0195  | 18000    | 0.0012        | -               |
| 2.0206  | 18010    | 0.0011        | -               |
| 2.0218  | 18020    | 0.0006        | -               |
| 2.0229  | 18030    | 0.0001        | -               |
| 2.0240  | 18040    | 0.0           | -               |
| 2.0251  | 18050    | 0.0002        | -               |
| 2.0263  | 18060    | 0.0003        | -               |
| 2.0274  | 18070    | 0.0           | -               |
| 2.0285  | 18080    | 0.0002        | -               |
| 2.0296  | 18090    | 0.0           | -               |
| 2.0307  | 18100    | 0.0001        | -               |
| 2.0319  | 18110    | 0.0003        | -               |
| 2.0330  | 18120    | 0.0           | -               |
| 2.0341  | 18130    | 0.0001        | -               |
| 2.0352  | 18140    | 0.0           | -               |
| 2.0364  | 18150    | 0.0001        | -               |
| 2.0375  | 18160    | 0.0002        | -               |
| 2.0386  | 18170    | 0.0002        | -               |
| 2.0397  | 18180    | 0.0003        | -               |
| 2.0408  | 18190    | 0.0001        | -               |
| 2.0420  | 18200    | 0.0004        | -               |
| 2.0431  | 18210    | 0.0005        | -               |
| 2.0442  | 18220    | 0.0           | -               |
| 2.0453  | 18230    | 0.0003        | -               |
| 2.0464  | 18240    | 0.0003        | -               |
| 2.0476  | 18250    | 0.0           | -               |
| 2.0487  | 18260    | 0.0002        | -               |
| 2.0498  | 18270    | 0.0001        | -               |
| 2.0509  | 18280    | 0.0002        | -               |
| 2.0521  | 18290    | 0.0006        | -               |
| 2.0532  | 18300    | 0.0002        | -               |
| 2.0543  | 18310    | 0.0005        | -               |
| 2.0554  | 18320    | 0.0001        | -               |
| 2.0565  | 18330    | 0.0004        | -               |
| 2.0577  | 18340    | 0.0           | -               |
| 2.0588  | 18350    | 0.001         | -               |
| 2.0599  | 18360    | 0.002         | -               |
| 2.0610  | 18370    | 0.0003        | -               |
| 2.0622  | 18380    | 0.0009        | -               |
| 2.0633  | 18390    | 0.0001        | -               |
| 2.0644  | 18400    | 0.0001        | -               |
| 2.0655  | 18410    | 0.0003        | -               |
| 2.0666  | 18420    | 0.0012        | -               |
| 2.0678  | 18430    | 0.0009        | -               |
| 2.0689  | 18440    | 0.0001        | -               |
| 2.0700  | 18450    | 0.0001        | -               |
| 2.0711  | 18460    | 0.0           | -               |
| 2.0723  | 18470    | 0.0002        | -               |
| 2.0734  | 18480    | 0.0006        | -               |
| 2.0745  | 18490    | 0.0001        | -               |
| 2.0756  | 18500    | 0.0001        | -               |
| 2.0767  | 18510    | 0.0           | -               |
| 2.0779  | 18520    | 0.0001        | -               |
| 2.0790  | 18530    | 0.0002        | -               |
| 2.0801  | 18540    | 0.0001        | -               |
| 2.0812  | 18550    | 0.0           | -               |
| 2.0824  | 18560    | 0.0004        | -               |
| 2.0835  | 18570    | 0.0001        | -               |
| 2.0846  | 18580    | 0.0034        | -               |
| 2.0857  | 18590    | 0.0001        | -               |
| 2.0868  | 18600    | 0.0002        | -               |
| 2.0880  | 18610    | 0.0001        | -               |
| 2.0891  | 18620    | 0.0002        | -               |
| 2.0902  | 18630    | 0.0001        | -               |
| 2.0913  | 18640    | 0.0001        | -               |
| 2.0924  | 18650    | 0.0           | -               |
| 2.0936  | 18660    | 0.0001        | -               |
| 2.0947  | 18670    | 0.0001        | -               |
| 2.0958  | 18680    | 0.0002        | -               |
| 2.0969  | 18690    | 0.0001        | -               |
| 2.0981  | 18700    | 0.002         | -               |
| 2.0992  | 18710    | 0.0001        | -               |
| 2.1003  | 18720    | 0.0001        | -               |
| 2.1014  | 18730    | 0.0004        | -               |
| 2.1025  | 18740    | 0.0004        | -               |
| 2.1037  | 18750    | 0.0001        | -               |
| 2.1048  | 18760    | 0.0003        | -               |
| 2.1059  | 18770    | 0.0006        | -               |
| 2.1070  | 18780    | 0.0001        | -               |
| 2.1082  | 18790    | 0.0001        | -               |
| 2.1093  | 18800    | 0.0003        | -               |
| 2.1104  | 18810    | 0.0           | -               |
| 2.1115  | 18820    | 0.0           | -               |
| 2.1126  | 18830    | 0.0           | -               |
| 2.1138  | 18840    | 0.0001        | -               |
| 2.1149  | 18850    | 0.0003        | -               |
| 2.1160  | 18860    | 0.0012        | -               |
| 2.1171  | 18870    | 0.0001        | -               |
| 2.1183  | 18880    | 0.0           | -               |
| 2.1194  | 18890    | 0.0001        | -               |
| 2.1205  | 18900    | 0.0001        | -               |
| 2.1216  | 18910    | 0.0001        | -               |
| 2.1227  | 18920    | 0.0           | -               |
| 2.1239  | 18930    | 0.0           | -               |
| 2.1250  | 18940    | 0.0002        | -               |
| 2.1261  | 18950    | 0.0001        | -               |
| 2.1272  | 18960    | 0.0           | -               |
| 2.1284  | 18970    | 0.0           | -               |
| 2.1295  | 18980    | 0.0012        | -               |
| 2.1306  | 18990    | 0.0           | -               |
| 2.1317  | 19000    | 0.0002        | -               |
| 2.1328  | 19010    | 0.0002        | -               |
| 2.1340  | 19020    | 0.0002        | -               |
| 2.1351  | 19030    | 0.0001        | -               |
| 2.1362  | 19040    | 0.0002        | -               |
| 2.1373  | 19050    | 0.0001        | -               |
| 2.1384  | 19060    | 0.0004        | -               |
| 2.1396  | 19070    | 0.0003        | -               |
| 2.1407  | 19080    | 0.0           | -               |
| 2.1418  | 19090    | 0.0003        | -               |
| 2.1429  | 19100    | 0.0001        | -               |
| 2.1441  | 19110    | 0.0001        | -               |
| 2.1452  | 19120    | 0.0002        | -               |
| 2.1463  | 19130    | 0.0007        | -               |
| 2.1474  | 19140    | 0.0002        | -               |
| 2.1485  | 19150    | 0.0002        | -               |
| 2.1497  | 19160    | 0.0           | -               |
| 2.1508  | 19170    | 0.0001        | -               |
| 2.1519  | 19180    | 0.0           | -               |
| 2.1530  | 19190    | 0.0           | -               |
| 2.1542  | 19200    | 0.0005        | -               |
| 2.1553  | 19210    | 0.0001        | -               |
| 2.1564  | 19220    | 0.0001        | -               |
| 2.1575  | 19230    | 0.0001        | -               |
| 2.1586  | 19240    | 0.0004        | -               |
| 2.1598  | 19250    | 0.0           | -               |
| 2.1609  | 19260    | 0.0001        | -               |
| 2.1620  | 19270    | 0.0003        | -               |
| 2.1631  | 19280    | 0.0           | -               |
| 2.1643  | 19290    | 0.0003        | -               |
| 2.1654  | 19300    | 0.0           | -               |
| 2.1665  | 19310    | 0.0027        | -               |
| 2.1676  | 19320    | 0.0001        | -               |
| 2.1687  | 19330    | 0.0           | -               |
| 2.1699  | 19340    | 0.0003        | -               |
| 2.1710  | 19350    | 0.0           | -               |
| 2.1721  | 19360    | 0.0           | -               |
| 2.1732  | 19370    | 0.0001        | -               |
| 2.1744  | 19380    | 0.0001        | -               |
| 2.1755  | 19390    | 0.0           | -               |
| 2.1766  | 19400    | 0.0001        | -               |
| 2.1777  | 19410    | 0.0001        | -               |
| 2.1788  | 19420    | 0.0001        | -               |
| 2.1800  | 19430    | 0.0           | -               |
| 2.1811  | 19440    | 0.0001        | -               |
| 2.1822  | 19450    | 0.0004        | -               |
| 2.1833  | 19460    | 0.0001        | -               |
| 2.1844  | 19470    | 0.0           | -               |
| 2.1856  | 19480    | 0.0001        | -               |
| 2.1867  | 19490    | 0.0001        | -               |
| 2.1878  | 19500    | 0.0001        | -               |
| 2.1889  | 19510    | 0.0002        | -               |
| 2.1901  | 19520    | 0.0003        | -               |
| 2.1912  | 19530    | 0.0002        | -               |
| 2.1923  | 19540    | 0.0001        | -               |
| 2.1934  | 19550    | 0.0001        | -               |
| 2.1945  | 19560    | 0.0005        | -               |
| 2.1957  | 19570    | 0.0001        | -               |
| 2.1968  | 19580    | 0.0001        | -               |
| 2.1979  | 19590    | 0.0002        | -               |
| 2.1990  | 19600    | 0.0001        | -               |
| 2.2002  | 19610    | 0.0           | -               |
| 2.2013  | 19620    | 0.0           | -               |
| 2.2024  | 19630    | 0.0001        | -               |
| 2.2035  | 19640    | 0.0003        | -               |
| 2.2046  | 19650    | 0.0005        | -               |
| 2.2058  | 19660    | 0.0           | -               |
| 2.2069  | 19670    | 0.0001        | -               |
| 2.2080  | 19680    | 0.0           | -               |
| 2.2091  | 19690    | 0.0           | -               |
| 2.2103  | 19700    | 0.0006        | -               |
| 2.2114  | 19710    | 0.0025        | -               |
| 2.2125  | 19720    | 0.0001        | -               |
| 2.2136  | 19730    | 0.0006        | -               |
| 2.2147  | 19740    | 0.0001        | -               |
| 2.2159  | 19750    | 0.0001        | -               |
| 2.2170  | 19760    | 0.0001        | -               |
| 2.2181  | 19770    | 0.0002        | -               |
| 2.2192  | 19780    | 0.0001        | -               |
| 2.2204  | 19790    | 0.0003        | -               |
| 2.2215  | 19800    | 0.0001        | -               |
| 2.2226  | 19810    | 0.0001        | -               |
| 2.2237  | 19820    | 0.0003        | -               |
| 2.2248  | 19830    | 0.0001        | -               |
| 2.2260  | 19840    | 0.0001        | -               |
| 2.2271  | 19850    | 0.0003        | -               |
| 2.2282  | 19860    | 0.0107        | -               |
| 2.2293  | 19870    | 0.0066        | -               |
| 2.2304  | 19880    | 0.0001        | -               |
| 2.2316  | 19890    | 0.0           | -               |
| 2.2327  | 19900    | 0.0           | -               |
| 2.2338  | 19910    | 0.0001        | -               |
| 2.2349  | 19920    | 0.0008        | -               |
| 2.2361  | 19930    | 0.0           | -               |
| 2.2372  | 19940    | 0.0001        | -               |
| 2.2383  | 19950    | 0.0005        | -               |
| 2.2394  | 19960    | 0.0           | -               |
| 2.2405  | 19970    | 0.0028        | -               |
| 2.2417  | 19980    | 0.0001        | -               |
| 2.2428  | 19990    | 0.0           | -               |
| 2.2439  | 20000    | 0.0001        | -               |
| 2.2450  | 20010    | 0.0           | -               |
| 2.2462  | 20020    | 0.0001        | -               |
| 2.2473  | 20030    | 0.0002        | -               |
| 2.2484  | 20040    | 0.0001        | -               |
| 2.2495  | 20050    | 0.0003        | -               |
| 2.2506  | 20060    | 0.0003        | -               |
| 2.2518  | 20070    | 0.0001        | -               |
| 2.2529  | 20080    | 0.0001        | -               |
| 2.2540  | 20090    | 0.0001        | -               |
| 2.2551  | 20100    | 0.0001        | -               |
| 2.2563  | 20110    | 0.0002        | -               |
| 2.2574  | 20120    | 0.0           | -               |
| 2.2585  | 20130    | 0.0           | -               |
| 2.2596  | 20140    | 0.0           | -               |
| 2.2607  | 20150    | 0.0001        | -               |
| 2.2619  | 20160    | 0.0           | -               |
| 2.2630  | 20170    | 0.0           | -               |
| 2.2641  | 20180    | 0.0           | -               |
| 2.2652  | 20190    | 0.0           | -               |
| 2.2664  | 20200    | 0.0001        | -               |
| 2.2675  | 20210    | 0.0003        | -               |
| 2.2686  | 20220    | 0.0001        | -               |
| 2.2697  | 20230    | 0.0           | -               |
| 2.2708  | 20240    | 0.0001        | -               |
| 2.2720  | 20250    | 0.0           | -               |
| 2.2731  | 20260    | 0.0001        | -               |
| 2.2742  | 20270    | 0.0001        | -               |
| 2.2753  | 20280    | 0.0001        | -               |
| 2.2765  | 20290    | 0.0007        | -               |
| 2.2776  | 20300    | 0.0           | -               |
| 2.2787  | 20310    | 0.0           | -               |
| 2.2798  | 20320    | 0.0006        | -               |
| 2.2809  | 20330    | 0.0           | -               |
| 2.2821  | 20340    | 0.0001        | -               |
| 2.2832  | 20350    | 0.0002        | -               |
| 2.2843  | 20360    | 0.0001        | -               |
| 2.2854  | 20370    | 0.0001        | -               |
| 2.2865  | 20380    | 0.0001        | -               |
| 2.2877  | 20390    | 0.0002        | -               |
| 2.2888  | 20400    | 0.0002        | -               |
| 2.2899  | 20410    | 0.0001        | -               |
| 2.2910  | 20420    | 0.0001        | -               |
| 2.2922  | 20430    | 0.0           | -               |
| 2.2933  | 20440    | 0.0001        | -               |
| 2.2944  | 20450    | 0.0001        | -               |
| 2.2955  | 20460    | 0.0003        | -               |
| 2.2966  | 20470    | 0.0001        | -               |
| 2.2978  | 20480    | 0.0           | -               |
| 2.2989  | 20490    | 0.0003        | -               |
| 2.3000  | 20500    | 0.0002        | -               |
| 2.3011  | 20510    | 0.0           | -               |
| 2.3023  | 20520    | 0.0002        | -               |
| 2.3034  | 20530    | 0.0006        | -               |
| 2.3045  | 20540    | 0.0003        | -               |
| 2.3056  | 20550    | 0.0002        | -               |
| 2.3067  | 20560    | 0.0           | -               |
| 2.3079  | 20570    | 0.0003        | -               |
| 2.3090  | 20580    | 0.0           | -               |
| 2.3101  | 20590    | 0.0001        | -               |
| 2.3112  | 20600    | 0.0003        | -               |
| 2.3124  | 20610    | 0.0001        | -               |
| 2.3135  | 20620    | 0.0002        | -               |
| 2.3146  | 20630    | 0.0001        | -               |
| 2.3157  | 20640    | 0.001         | -               |
| 2.3168  | 20650    | 0.0001        | -               |
| 2.3180  | 20660    | 0.0001        | -               |
| 2.3191  | 20670    | 0.0012        | -               |
| 2.3202  | 20680    | 0.0           | -               |
| 2.3213  | 20690    | 0.0001        | -               |
| 2.3225  | 20700    | 0.0           | -               |
| 2.3236  | 20710    | 0.0           | -               |
| 2.3247  | 20720    | 0.0001        | -               |
| 2.3258  | 20730    | 0.0008        | -               |
| 2.3269  | 20740    | 0.0003        | -               |
| 2.3281  | 20750    | 0.0011        | -               |
| 2.3292  | 20760    | 0.0002        | -               |
| 2.3303  | 20770    | 0.0001        | -               |
| 2.3314  | 20780    | 0.0003        | -               |
| 2.3325  | 20790    | 0.0004        | -               |
| 2.3337  | 20800    | 0.0003        | -               |
| 2.3348  | 20810    | 0.0001        | -               |
| 2.3359  | 20820    | 0.0           | -               |
| 2.3370  | 20830    | 0.0           | -               |
| 2.3382  | 20840    | 0.0001        | -               |
| 2.3393  | 20850    | 0.0004        | -               |
| 2.3404  | 20860    | 0.0003        | -               |
| 2.3415  | 20870    | 0.0002        | -               |
| 2.3426  | 20880    | 0.0           | -               |
| 2.3438  | 20890    | 0.0001        | -               |
| 2.3449  | 20900    | 0.0           | -               |
| 2.3460  | 20910    | 0.0           | -               |
| 2.3471  | 20920    | 0.0001        | -               |
| 2.3483  | 20930    | 0.0           | -               |
| 2.3494  | 20940    | 0.0           | -               |
| 2.3505  | 20950    | 0.0001        | -               |
| 2.3516  | 20960    | 0.0           | -               |
| 2.3527  | 20970    | 0.0           | -               |
| 2.3539  | 20980    | 0.0           | -               |
| 2.3550  | 20990    | 0.0001        | -               |
| 2.3561  | 21000    | 0.0007        | -               |
| 2.3572  | 21010    | 0.0001        | -               |
| 2.3584  | 21020    | 0.0002        | -               |
| 2.3595  | 21030    | 0.0           | -               |
| 2.3606  | 21040    | 0.0002        | -               |
| 2.3617  | 21050    | 0.0001        | -               |
| 2.3628  | 21060    | 0.0001        | -               |
| 2.3640  | 21070    | 0.0002        | -               |
| 2.3651  | 21080    | 0.0002        | -               |
| 2.3662  | 21090    | 0.0002        | -               |
| 2.3673  | 21100    | 0.0           | -               |
| 2.3685  | 21110    | 0.0001        | -               |
| 2.3696  | 21120    | 0.0           | -               |
| 2.3707  | 21130    | 0.0003        | -               |
| 2.3718  | 21140    | 0.0001        | -               |
| 2.3729  | 21150    | 0.0001        | -               |
| 2.3741  | 21160    | 0.0002        | -               |
| 2.3752  | 21170    | 0.0           | -               |
| 2.3763  | 21180    | 0.0           | -               |
| 2.3774  | 21190    | 0.0001        | -               |
| 2.3785  | 21200    | 0.0           | -               |
| 2.3797  | 21210    | 0.0003        | -               |
| 2.3808  | 21220    | 0.0           | -               |
| 2.3819  | 21230    | 0.0           | -               |
| 2.3830  | 21240    | 0.0           | -               |
| 2.3842  | 21250    | 0.0           | -               |
| 2.3853  | 21260    | 0.0003        | -               |
| 2.3864  | 21270    | 0.0003        | -               |
| 2.3875  | 21280    | 0.0           | -               |
| 2.3886  | 21290    | 0.0002        | -               |
| 2.3898  | 21300    | 0.0001        | -               |
| 2.3909  | 21310    | 0.0           | -               |
| 2.3920  | 21320    | 0.0           | -               |
| 2.3931  | 21330    | 0.0005        | -               |
| 2.3943  | 21340    | 0.0001        | -               |
| 2.3954  | 21350    | 0.0002        | -               |
| 2.3965  | 21360    | 0.0006        | -               |
| 2.3976  | 21370    | 0.0001        | -               |
| 2.3987  | 21380    | 0.0001        | -               |
| 2.3999  | 21390    | 0.0           | -               |
| 2.4010  | 21400    | 0.0001        | -               |
| 2.4021  | 21410    | 0.0001        | -               |
| 2.4032  | 21420    | 0.0005        | -               |
| 2.4044  | 21430    | 0.0004        | -               |
| 2.4055  | 21440    | 0.0001        | -               |
| 2.4066  | 21450    | 0.0001        | -               |
| 2.4077  | 21460    | 0.0           | -               |
| 2.4088  | 21470    | 0.0           | -               |
| 2.4100  | 21480    | 0.0004        | -               |
| 2.4111  | 21490    | 0.0002        | -               |
| 2.4122  | 21500    | 0.0003        | -               |
| 2.4133  | 21510    | 0.0001        | -               |
| 2.4145  | 21520    | 0.0001        | -               |
| 2.4156  | 21530    | 0.0002        | -               |
| 2.4167  | 21540    | 0.0001        | -               |
| 2.4178  | 21550    | 0.0002        | -               |
| 2.4189  | 21560    | 0.0001        | -               |
| 2.4201  | 21570    | 0.0001        | -               |
| 2.4212  | 21580    | 0.0001        | -               |
| 2.4223  | 21590    | 0.0002        | -               |
| 2.4234  | 21600    | 0.0           | -               |
| 2.4245  | 21610    | 0.0001        | -               |
| 2.4257  | 21620    | 0.0004        | -               |
| 2.4268  | 21630    | 0.0009        | -               |
| 2.4279  | 21640    | 0.0001        | -               |
| 2.4290  | 21650    | 0.0001        | -               |
| 2.4302  | 21660    | 0.0001        | -               |
| 2.4313  | 21670    | 0.0001        | -               |
| 2.4324  | 21680    | 0.0           | -               |
| 2.4335  | 21690    | 0.0002        | -               |
| 2.4346  | 21700    | 0.0001        | -               |
| 2.4358  | 21710    | 0.0001        | -               |
| 2.4369  | 21720    | 0.0           | -               |
| 2.4380  | 21730    | 0.0001        | -               |
| 2.4391  | 21740    | 0.0003        | -               |
| 2.4403  | 21750    | 0.0001        | -               |
| 2.4414  | 21760    | 0.0001        | -               |
| 2.4425  | 21770    | 0.0           | -               |
| 2.4436  | 21780    | 0.0           | -               |
| 2.4447  | 21790    | 0.0           | -               |
| 2.4459  | 21800    | 0.0001        | -               |
| 2.4470  | 21810    | 0.0           | -               |
| 2.4481  | 21820    | 0.0           | -               |
| 2.4492  | 21830    | 0.0001        | -               |
| 2.4504  | 21840    | 0.0005        | -               |
| 2.4515  | 21850    | 0.0           | -               |
| 2.4526  | 21860    | 0.0001        | -               |
| 2.4537  | 21870    | 0.0001        | -               |
| 2.4548  | 21880    | 0.0001        | -               |
| 2.4560  | 21890    | 0.0001        | -               |
| 2.4571  | 21900    | 0.0           | -               |
| 2.4582  | 21910    | 0.0002        | -               |
| 2.4593  | 21920    | 0.0001        | -               |
| 2.4605  | 21930    | 0.0004        | -               |
| 2.4616  | 21940    | 0.0026        | -               |
| 2.4627  | 21950    | 0.0001        | -               |
| 2.4638  | 21960    | 0.0004        | -               |
| 2.4649  | 21970    | 0.0001        | -               |
| 2.4661  | 21980    | 0.0002        | -               |
| 2.4672  | 21990    | 0.0           | -               |
| 2.4683  | 22000    | 0.0001        | -               |
| 2.4694  | 22010    | 0.0001        | -               |
| 2.4705  | 22020    | 0.0           | -               |
| 2.4717  | 22030    | 0.0001        | -               |
| 2.4728  | 22040    | 0.0001        | -               |
| 2.4739  | 22050    | 0.0014        | -               |
| 2.4750  | 22060    | 0.0001        | -               |
| 2.4762  | 22070    | 0.0006        | -               |
| 2.4773  | 22080    | 0.0           | -               |
| 2.4784  | 22090    | 0.0002        | -               |
| 2.4795  | 22100    | 0.0           | -               |
| 2.4806  | 22110    | 0.0001        | -               |
| 2.4818  | 22120    | 0.0           | -               |
| 2.4829  | 22130    | 0.0001        | -               |
| 2.4840  | 22140    | 0.0001        | -               |
| 2.4851  | 22150    | 0.0001        | -               |
| 2.4863  | 22160    | 0.0           | -               |
| 2.4874  | 22170    | 0.0003        | -               |
| 2.4885  | 22180    | 0.0           | -               |
| 2.4896  | 22190    | 0.0002        | -               |
| 2.4907  | 22200    | 0.0           | -               |
| 2.4919  | 22210    | 0.0012        | -               |
| 2.4930  | 22220    | 0.0           | -               |
| 2.4941  | 22230    | 0.0001        | -               |
| 2.4952  | 22240    | 0.0           | -               |
| 2.4964  | 22250    | 0.0001        | -               |
| 2.4975  | 22260    | 0.0002        | -               |
| 2.4986  | 22270    | 0.0           | -               |
| 2.4997  | 22280    | 0.0001        | -               |
| 2.5008  | 22290    | 0.0002        | -               |
| 2.5020  | 22300    | 0.0           | -               |
| 2.5031  | 22310    | 0.0001        | -               |
| 2.5042  | 22320    | 0.0           | -               |
| 2.5053  | 22330    | 0.0001        | -               |
| 2.5065  | 22340    | 0.0003        | -               |
| 2.5076  | 22350    | 0.0           | -               |
| 2.5087  | 22360    | 0.0001        | -               |
| 2.5098  | 22370    | 0.0001        | -               |
| 2.5109  | 22380    | 0.0001        | -               |
| 2.5121  | 22390    | 0.0           | -               |
| 2.5132  | 22400    | 0.0001        | -               |
| 2.5143  | 22410    | 0.0001        | -               |
| 2.5154  | 22420    | 0.0           | -               |
| 2.5165  | 22430    | 0.0001        | -               |
| 2.5177  | 22440    | 0.0           | -               |
| 2.5188  | 22450    | 0.0001        | -               |
| 2.5199  | 22460    | 0.0           | -               |
| 2.5210  | 22470    | 0.0001        | -               |
| 2.5222  | 22480    | 0.0001        | -               |
| 2.5233  | 22490    | 0.0003        | -               |
| 2.5244  | 22500    | 0.0001        | -               |
| 2.5255  | 22510    | 0.0           | -               |
| 2.5266  | 22520    | 0.0           | -               |
| 2.5278  | 22530    | 0.0004        | -               |
| 2.5289  | 22540    | 0.0001        | -               |
| 2.5300  | 22550    | 0.0002        | -               |
| 2.5311  | 22560    | 0.0           | -               |
| 2.5323  | 22570    | 0.0           | -               |
| 2.5334  | 22580    | 0.0001        | -               |
| 2.5345  | 22590    | 0.0002        | -               |
| 2.5356  | 22600    | 0.0           | -               |
| 2.5367  | 22610    | 0.0002        | -               |
| 2.5379  | 22620    | 0.0002        | -               |
| 2.5390  | 22630    | 0.0           | -               |
| 2.5401  | 22640    | 0.0001        | -               |
| 2.5412  | 22650    | 0.0           | -               |
| 2.5424  | 22660    | 0.0001        | -               |
| 2.5435  | 22670    | 0.0           | -               |
| 2.5446  | 22680    | 0.0           | -               |
| 2.5457  | 22690    | 0.0001        | -               |
| 2.5468  | 22700    | 0.0002        | -               |
| 2.5480  | 22710    | 0.0           | -               |
| 2.5491  | 22720    | 0.0           | -               |
| 2.5502  | 22730    | 0.0001        | -               |
| 2.5513  | 22740    | 0.0005        | -               |
| 2.5525  | 22750    | 0.0004        | -               |
| 2.5536  | 22760    | 0.0002        | -               |
| 2.5547  | 22770    | 0.0001        | -               |
| 2.5558  | 22780    | 0.0001        | -               |
| 2.5569  | 22790    | 0.0008        | -               |
| 2.5581  | 22800    | 0.0002        | -               |
| 2.5592  | 22810    | 0.0001        | -               |
| 2.5603  | 22820    | 0.0           | -               |
| 2.5614  | 22830    | 0.0           | -               |
| 2.5625  | 22840    | 0.0002        | -               |
| 2.5637  | 22850    | 0.0001        | -               |
| 2.5648  | 22860    | 0.0003        | -               |
| 2.5659  | 22870    | 0.0           | -               |
| 2.5670  | 22880    | 0.0           | -               |
| 2.5682  | 22890    | 0.0004        | -               |
| 2.5693  | 22900    | 0.0001        | -               |
| 2.5704  | 22910    | 0.0004        | -               |
| 2.5715  | 22920    | 0.0001        | -               |
| 2.5726  | 22930    | 0.0001        | -               |
| 2.5738  | 22940    | 0.0001        | -               |
| 2.5749  | 22950    | 0.0           | -               |
| 2.5760  | 22960    | 0.0002        | -               |
| 2.5771  | 22970    | 0.0           | -               |
| 2.5783  | 22980    | 0.0001        | -               |
| 2.5794  | 22990    | 0.0001        | -               |
| 2.5805  | 23000    | 0.0002        | -               |
| 2.5816  | 23010    | 0.0001        | -               |
| 2.5827  | 23020    | 0.0001        | -               |
| 2.5839  | 23030    | 0.0           | -               |
| 2.5850  | 23040    | 0.0           | -               |
| 2.5861  | 23050    | 0.0001        | -               |
| 2.5872  | 23060    | 0.0           | -               |
| 2.5884  | 23070    | 0.0001        | -               |
| 2.5895  | 23080    | 0.0           | -               |
| 2.5906  | 23090    | 0.0           | -               |
| 2.5917  | 23100    | 0.0001        | -               |
| 2.5928  | 23110    | 0.0001        | -               |
| 2.5940  | 23120    | 0.0001        | -               |
| 2.5951  | 23130    | 0.0001        | -               |
| 2.5962  | 23140    | 0.0001        | -               |
| 2.5973  | 23150    | 0.0001        | -               |
| 2.5985  | 23160    | 0.0003        | -               |
| 2.5996  | 23170    | 0.0           | -               |
| 2.6007  | 23180    | 0.0001        | -               |
| 2.6018  | 23190    | 0.0           | -               |
| 2.6029  | 23200    | 0.0001        | -               |
| 2.6041  | 23210    | 0.0001        | -               |
| 2.6052  | 23220    | 0.0           | -               |
| 2.6063  | 23230    | 0.0           | -               |
| 2.6074  | 23240    | 0.0001        | -               |
| 2.6085  | 23250    | 0.0001        | -               |
| 2.6097  | 23260    | 0.0           | -               |
| 2.6108  | 23270    | 0.0001        | -               |
| 2.6119  | 23280    | 0.0001        | -               |
| 2.6130  | 23290    | 0.0           | -               |
| 2.6142  | 23300    | 0.0002        | -               |
| 2.6153  | 23310    | 0.0003        | -               |
| 2.6164  | 23320    | 0.0           | -               |
| 2.6175  | 23330    | 0.0002        | -               |
| 2.6186  | 23340    | 0.0001        | -               |
| 2.6198  | 23350    | 0.0001        | -               |
| 2.6209  | 23360    | 0.0           | -               |
| 2.6220  | 23370    | 0.0           | -               |
| 2.6231  | 23380    | 0.0002        | -               |
| 2.6243  | 23390    | 0.0001        | -               |
| 2.6254  | 23400    | 0.0001        | -               |
| 2.6265  | 23410    | 0.0001        | -               |
| 2.6276  | 23420    | 0.0001        | -               |
| 2.6287  | 23430    | 0.0001        | -               |
| 2.6299  | 23440    | 0.0002        | -               |
| 2.6310  | 23450    | 0.0           | -               |
| 2.6321  | 23460    | 0.0           | -               |
| 2.6332  | 23470    | 0.0001        | -               |
| 2.6344  | 23480    | 0.0           | -               |
| 2.6355  | 23490    | 0.0           | -               |
| 2.6366  | 23500    | 0.0003        | -               |
| 2.6377  | 23510    | 0.0001        | -               |
| 2.6388  | 23520    | 0.0001        | -               |
| 2.6400  | 23530    | 0.0001        | -               |
| 2.6411  | 23540    | 0.0           | -               |
| 2.6422  | 23550    | 0.0           | -               |
| 2.6433  | 23560    | 0.0001        | -               |
| 2.6445  | 23570    | 0.0           | -               |
| 2.6456  | 23580    | 0.0002        | -               |
| 2.6467  | 23590    | 0.0           | -               |
| 2.6478  | 23600    | 0.0001        | -               |
| 2.6489  | 23610    | 0.0           | -               |
| 2.6501  | 23620    | 0.0001        | -               |
| 2.6512  | 23630    | 0.0001        | -               |
| 2.6523  | 23640    | 0.0001        | -               |
| 2.6534  | 23650    | 0.0           | -               |
| 2.6545  | 23660    | 0.0003        | -               |
| 2.6557  | 23670    | 0.0           | -               |
| 2.6568  | 23680    | 0.0           | -               |
| 2.6579  | 23690    | 0.0001        | -               |
| 2.6590  | 23700    | 0.0           | -               |
| 2.6602  | 23710    | 0.0001        | -               |
| 2.6613  | 23720    | 0.0           | -               |
| 2.6624  | 23730    | 0.0001        | -               |
| 2.6635  | 23740    | 0.0001        | -               |
| 2.6646  | 23750    | 0.0001        | -               |
| 2.6658  | 23760    | 0.0           | -               |
| 2.6669  | 23770    | 0.0           | -               |
| 2.6680  | 23780    | 0.0004        | -               |
| 2.6691  | 23790    | 0.0           | -               |
| 2.6703  | 23800    | 0.0001        | -               |
| 2.6714  | 23810    | 0.0           | -               |
| 2.6725  | 23820    | 0.0001        | -               |
| 2.6736  | 23830    | 0.0           | -               |
| 2.6747  | 23840    | 0.0           | -               |
| 2.6759  | 23850    | 0.0           | -               |
| 2.6770  | 23860    | 0.0           | -               |
| 2.6781  | 23870    | 0.0001        | -               |
| 2.6792  | 23880    | 0.0004        | -               |
| 2.6804  | 23890    | 0.0001        | -               |
| 2.6815  | 23900    | 0.0001        | -               |
| 2.6826  | 23910    | 0.0001        | -               |
| 2.6837  | 23920    | 0.0001        | -               |
| 2.6848  | 23930    | 0.0005        | -               |
| 2.6860  | 23940    | 0.0003        | -               |
| 2.6871  | 23950    | 0.0005        | -               |
| 2.6882  | 23960    | 0.0           | -               |
| 2.6893  | 23970    | 0.0           | -               |
| 2.6905  | 23980    | 0.0003        | -               |
| 2.6916  | 23990    | 0.0001        | -               |
| 2.6927  | 24000    | 0.0           | -               |
| 2.6938  | 24010    | 0.0           | -               |
| 2.6949  | 24020    | 0.0001        | -               |
| 2.6961  | 24030    | 0.0006        | -               |
| 2.6972  | 24040    | 0.0002        | -               |
| 2.6983  | 24050    | 0.0003        | -               |
| 2.6994  | 24060    | 0.0001        | -               |
| 2.7005  | 24070    | 0.0001        | -               |
| 2.7017  | 24080    | 0.0           | -               |
| 2.7028  | 24090    | 0.0           | -               |
| 2.7039  | 24100    | 0.0001        | -               |
| 2.7050  | 24110    | 0.0001        | -               |
| 2.7062  | 24120    | 0.0002        | -               |
| 2.7073  | 24130    | 0.0           | -               |
| 2.7084  | 24140    | 0.0           | -               |
| 2.7095  | 24150    | 0.0001        | -               |
| 2.7106  | 24160    | 0.0           | -               |
| 2.7118  | 24170    | 0.0001        | -               |
| 2.7129  | 24180    | 0.0           | -               |
| 2.7140  | 24190    | 0.0001        | -               |
| 2.7151  | 24200    | 0.0           | -               |
| 2.7163  | 24210    | 0.0002        | -               |
| 2.7174  | 24220    | 0.0           | -               |
| 2.7185  | 24230    | 0.0004        | -               |
| 2.7196  | 24240    | 0.0003        | -               |
| 2.7207  | 24250    | 0.0003        | -               |
| 2.7219  | 24260    | 0.0002        | -               |
| 2.7230  | 24270    | 0.0           | -               |
| 2.7241  | 24280    | 0.0001        | -               |
| 2.7252  | 24290    | 0.0           | -               |
| 2.7264  | 24300    | 0.0           | -               |
| 2.7275  | 24310    | 0.0002        | -               |
| 2.7286  | 24320    | 0.0001        | -               |
| 2.7297  | 24330    | 0.0           | -               |
| 2.7308  | 24340    | 0.0001        | -               |
| 2.7320  | 24350    | 0.0001        | -               |
| 2.7331  | 24360    | 0.0002        | -               |
| 2.7342  | 24370    | 0.0           | -               |
| 2.7353  | 24380    | 0.0002        | -               |
| 2.7365  | 24390    | 0.0001        | -               |
| 2.7376  | 24400    | 0.0002        | -               |
| 2.7387  | 24410    | 0.0002        | -               |
| 2.7398  | 24420    | 0.0           | -               |
| 2.7409  | 24430    | 0.0           | -               |
| 2.7421  | 24440    | 0.0001        | -               |
| 2.7432  | 24450    | 0.0002        | -               |
| 2.7443  | 24460    | 0.0001        | -               |
| 2.7454  | 24470    | 0.0002        | -               |
| 2.7465  | 24480    | 0.0001        | -               |
| 2.7477  | 24490    | 0.0           | -               |
| 2.7488  | 24500    | 0.0001        | -               |
| 2.7499  | 24510    | 0.0           | -               |
| 2.7510  | 24520    | 0.0001        | -               |
| 2.7522  | 24530    | 0.0           | -               |
| 2.7533  | 24540    | 0.0           | -               |
| 2.7544  | 24550    | 0.0001        | -               |
| 2.7555  | 24560    | 0.0001        | -               |
| 2.7566  | 24570    | 0.0002        | -               |
| 2.7578  | 24580    | 0.0001        | -               |
| 2.7589  | 24590    | 0.0002        | -               |
| 2.7600  | 24600    | 0.0           | -               |
| 2.7611  | 24610    | 0.0           | -               |
| 2.7623  | 24620    | 0.0006        | -               |
| 2.7634  | 24630    | 0.0003        | -               |
| 2.7645  | 24640    | 0.0           | -               |
| 2.7656  | 24650    | 0.0           | -               |
| 2.7667  | 24660    | 0.0           | -               |
| 2.7679  | 24670    | 0.0001        | -               |
| 2.7690  | 24680    | 0.0001        | -               |
| 2.7701  | 24690    | 0.0002        | -               |
| 2.7712  | 24700    | 0.0004        | -               |
| 2.7724  | 24710    | 0.0           | -               |
| 2.7735  | 24720    | 0.0           | -               |
| 2.7746  | 24730    | 0.0001        | -               |
| 2.7757  | 24740    | 0.0001        | -               |
| 2.7768  | 24750    | 0.0           | -               |
| 2.7780  | 24760    | 0.0001        | -               |
| 2.7791  | 24770    | 0.0           | -               |
| 2.7802  | 24780    | 0.0002        | -               |
| 2.7813  | 24790    | 0.0           | -               |
| 2.7825  | 24800    | 0.0           | -               |
| 2.7836  | 24810    | 0.0           | -               |
| 2.7847  | 24820    | 0.0           | -               |
| 2.7858  | 24830    | 0.0           | -               |
| 2.7869  | 24840    | 0.0           | -               |
| 2.7881  | 24850    | 0.0004        | -               |
| 2.7892  | 24860    | 0.0           | -               |
| 2.7903  | 24870    | 0.0           | -               |
| 2.7914  | 24880    | 0.0           | -               |
| 2.7926  | 24890    | 0.0           | -               |
| 2.7937  | 24900    | 0.0002        | -               |
| 2.7948  | 24910    | 0.0001        | -               |
| 2.7959  | 24920    | 0.0           | -               |
| 2.7970  | 24930    | 0.0           | -               |
| 2.7982  | 24940    | 0.0001        | -               |
| 2.7993  | 24950    | 0.0           | -               |
| 2.8004  | 24960    | 0.0           | -               |
| 2.8015  | 24970    | 0.0001        | -               |
| 2.8026  | 24980    | 0.0           | -               |
| 2.8038  | 24990    | 0.0001        | -               |
| 2.8049  | 25000    | 0.0           | -               |
| 2.8060  | 25010    | 0.0001        | -               |
| 2.8071  | 25020    | 0.0001        | -               |
| 2.8083  | 25030    | 0.0           | -               |
| 2.8094  | 25040    | 0.0           | -               |
| 2.8105  | 25050    | 0.0           | -               |
| 2.8116  | 25060    | 0.0           | -               |
| 2.8127  | 25070    | 0.0001        | -               |
| 2.8139  | 25080    | 0.0           | -               |
| 2.8150  | 25090    | 0.0001        | -               |
| 2.8161  | 25100    | 0.0003        | -               |
| 2.8172  | 25110    | 0.0002        | -               |
| 2.8184  | 25120    | 0.0           | -               |
| 2.8195  | 25130    | 0.0           | -               |
| 2.8206  | 25140    | 0.0           | -               |
| 2.8217  | 25150    | 0.0           | -               |
| 2.8228  | 25160    | 0.0001        | -               |
| 2.8240  | 25170    | 0.0001        | -               |
| 2.8251  | 25180    | 0.0001        | -               |
| 2.8262  | 25190    | 0.0           | -               |
| 2.8273  | 25200    | 0.0002        | -               |
| 2.8285  | 25210    | 0.0           | -               |
| 2.8296  | 25220    | 0.0003        | -               |
| 2.8307  | 25230    | 0.0           | -               |
| 2.8318  | 25240    | 0.0           | -               |
| 2.8329  | 25250    | 0.0           | -               |
| 2.8341  | 25260    | 0.0002        | -               |
| 2.8352  | 25270    | 0.0           | -               |
| 2.8363  | 25280    | 0.0001        | -               |
| 2.8374  | 25290    | 0.0001        | -               |
| 2.8386  | 25300    | 0.0001        | -               |
| 2.8397  | 25310    | 0.0002        | -               |
| 2.8408  | 25320    | 0.0002        | -               |
| 2.8419  | 25330    | 0.0           | -               |
| 2.8430  | 25340    | 0.0           | -               |
| 2.8442  | 25350    | 0.0001        | -               |
| 2.8453  | 25360    | 0.0           | -               |
| 2.8464  | 25370    | 0.0           | -               |
| 2.8475  | 25380    | 0.0001        | -               |
| 2.8486  | 25390    | 0.0           | -               |
| 2.8498  | 25400    | 0.0           | -               |
| 2.8509  | 25410    | 0.0001        | -               |
| 2.8520  | 25420    | 0.0001        | -               |
| 2.8531  | 25430    | 0.0           | -               |
| 2.8543  | 25440    | 0.0002        | -               |
| 2.8554  | 25450    | 0.0002        | -               |
| 2.8565  | 25460    | 0.0001        | -               |
| 2.8576  | 25470    | 0.0001        | -               |
| 2.8587  | 25480    | 0.0001        | -               |
| 2.8599  | 25490    | 0.0001        | -               |
| 2.8610  | 25500    | 0.0001        | -               |
| 2.8621  | 25510    | 0.0001        | -               |
| 2.8632  | 25520    | 0.0           | -               |
| 2.8644  | 25530    | 0.0001        | -               |
| 2.8655  | 25540    | 0.0           | -               |
| 2.8666  | 25550    | 0.0           | -               |
| 2.8677  | 25560    | 0.0           | -               |
| 2.8688  | 25570    | 0.0           | -               |
| 2.8700  | 25580    | 0.0001        | -               |
| 2.8711  | 25590    | 0.0001        | -               |
| 2.8722  | 25600    | 0.0           | -               |
| 2.8733  | 25610    | 0.0001        | -               |
| 2.8745  | 25620    | 0.0           | -               |
| 2.8756  | 25630    | 0.0001        | -               |
| 2.8767  | 25640    | 0.0001        | -               |
| 2.8778  | 25650    | 0.0           | -               |
| 2.8789  | 25660    | 0.0           | -               |
| 2.8801  | 25670    | 0.0001        | -               |
| 2.8812  | 25680    | 0.0003        | -               |
| 2.8823  | 25690    | 0.0001        | -               |
| 2.8834  | 25700    | 0.0           | -               |
| 2.8846  | 25710    | 0.0001        | -               |
| 2.8857  | 25720    | 0.0           | -               |
| 2.8868  | 25730    | 0.0           | -               |
| 2.8879  | 25740    | 0.0001        | -               |
| 2.8890  | 25750    | 0.0002        | -               |
| 2.8902  | 25760    | 0.0001        | -               |
| 2.8913  | 25770    | 0.0           | -               |
| 2.8924  | 25780    | 0.0002        | -               |
| 2.8935  | 25790    | 0.0           | -               |
| 2.8946  | 25800    | 0.0           | -               |
| 2.8958  | 25810    | 0.0           | -               |
| 2.8969  | 25820    | 0.0           | -               |
| 2.8980  | 25830    | 0.0001        | -               |
| 2.8991  | 25840    | 0.0           | -               |
| 2.9003  | 25850    | 0.0001        | -               |
| 2.9014  | 25860    | 0.0           | -               |
| 2.9025  | 25870    | 0.0002        | -               |
| 2.9036  | 25880    | 0.0001        | -               |
| 2.9047  | 25890    | 0.0           | -               |
| 2.9059  | 25900    | 0.0001        | -               |
| 2.9070  | 25910    | 0.0           | -               |
| 2.9081  | 25920    | 0.0001        | -               |
| 2.9092  | 25930    | 0.0           | -               |
| 2.9104  | 25940    | 0.0001        | -               |
| 2.9115  | 25950    | 0.0           | -               |
| 2.9126  | 25960    | 0.0001        | -               |
| 2.9137  | 25970    | 0.0001        | -               |
| 2.9148  | 25980    | 0.0001        | -               |
| 2.9160  | 25990    | 0.0001        | -               |
| 2.9171  | 26000    | 0.0           | -               |
| 2.9182  | 26010    | 0.0           | -               |
| 2.9193  | 26020    | 0.0001        | -               |
| 2.9205  | 26030    | 0.0           | -               |
| 2.9216  | 26040    | 0.0001        | -               |
| 2.9227  | 26050    | 0.0001        | -               |
| 2.9238  | 26060    | 0.0           | -               |
| 2.9249  | 26070    | 0.0           | -               |
| 2.9261  | 26080    | 0.0002        | -               |
| 2.9272  | 26090    | 0.0001        | -               |
| 2.9283  | 26100    | 0.0           | -               |
| 2.9294  | 26110    | 0.0001        | -               |
| 2.9306  | 26120    | 0.0           | -               |
| 2.9317  | 26130    | 0.0001        | -               |
| 2.9328  | 26140    | 0.0001        | -               |
| 2.9339  | 26150    | 0.0001        | -               |
| 2.9350  | 26160    | 0.0           | -               |
| 2.9362  | 26170    | 0.0           | -               |
| 2.9373  | 26180    | 0.0001        | -               |
| 2.9384  | 26190    | 0.0001        | -               |
| 2.9395  | 26200    | 0.0           | -               |
| 2.9406  | 26210    | 0.0001        | -               |
| 2.9418  | 26220    | 0.0           | -               |
| 2.9429  | 26230    | 0.0           | -               |
| 2.9440  | 26240    | 0.0001        | -               |
| 2.9451  | 26250    | 0.0           | -               |
| 2.9463  | 26260    | 0.0           | -               |
| 2.9474  | 26270    | 0.0001        | -               |
| 2.9485  | 26280    | 0.0           | -               |
| 2.9496  | 26290    | 0.0           | -               |
| 2.9507  | 26300    | 0.0003        | -               |
| 2.9519  | 26310    | 0.0           | -               |
| 2.9530  | 26320    | 0.0           | -               |
| 2.9541  | 26330    | 0.0001        | -               |
| 2.9552  | 26340    | 0.0           | -               |
| 2.9564  | 26350    | 0.0001        | -               |
| 2.9575  | 26360    | 0.0001        | -               |
| 2.9586  | 26370    | 0.0           | -               |
| 2.9597  | 26380    | 0.0001        | -               |
| 2.9608  | 26390    | 0.0           | -               |
| 2.9620  | 26400    | 0.0001        | -               |
| 2.9631  | 26410    | 0.0003        | -               |
| 2.9642  | 26420    | 0.0           | -               |
| 2.9653  | 26430    | 0.0           | -               |
| 2.9665  | 26440    | 0.0           | -               |
| 2.9676  | 26450    | 0.0001        | -               |
| 2.9687  | 26460    | 0.0001        | -               |
| 2.9698  | 26470    | 0.0           | -               |
| 2.9709  | 26480    | 0.0           | -               |
| 2.9721  | 26490    | 0.0001        | -               |
| 2.9732  | 26500    | 0.0001        | -               |
| 2.9743  | 26510    | 0.0002        | -               |
| 2.9754  | 26520    | 0.0           | -               |
| 2.9766  | 26530    | 0.0           | -               |
| 2.9777  | 26540    | 0.0001        | -               |
| 2.9788  | 26550    | 0.0003        | -               |
| 2.9799  | 26560    | 0.0001        | -               |
| 2.9810  | 26570    | 0.0           | -               |
| 2.9822  | 26580    | 0.0           | -               |
| 2.9833  | 26590    | 0.0           | -               |
| 2.9844  | 26600    | 0.0001        | -               |
| 2.9855  | 26610    | 0.0           | -               |
| 2.9866  | 26620    | 0.0001        | -               |
| 2.9878  | 26630    | 0.0           | -               |
| 2.9889  | 26640    | 0.0001        | -               |
| 2.9900  | 26650    | 0.0001        | -               |
| 2.9911  | 26660    | 0.0001        | -               |
| 2.9923  | 26670    | 0.0           | -               |
| 2.9934  | 26680    | 0.0           | -               |
| 2.9945  | 26690    | 0.0           | -               |
| 2.9956  | 26700    | 0.0001        | -               |
| 2.9967  | 26710    | 0.0           | -               |
| 2.9979  | 26720    | 0.0           | -               |
| 2.9990  | 26730    | 0.0           | -               |
| 3.0     | 26739    | -             | 0.0346          |

* The bold row denotes the saved checkpoint.
### Framework Versions
- Python: 3.10.12
- SetFit: 1.0.3
- Sentence Transformers: 3.0.1
- Transformers: 4.37.0
- PyTorch: 2.5.1+cu121
- Datasets: 3.1.0
- Tokenizers: 0.15.2

## Citation

### BibTeX
```bibtex
@article{https://doi.org/10.48550/arxiv.2209.11055,
    doi = {10.48550/ARXIV.2209.11055},
    url = {https://arxiv.org/abs/2209.11055},
    author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
    keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
    title = {Efficient Few-Shot Learning Without Prompts},
    publisher = {arXiv},
    year = {2022},
    copyright = {Creative Commons Attribution 4.0 International}
}
```

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