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---
library_name: transformers
license: apache-2.0
base_model: facebook/detr-resnet-50-dc5
tags:
- generated_from_trainer
model-index:
- name: detr-resnet-50-dc5-grasshopper-finetuned-maxsteps-10000-batchsize-2-ilham
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# detr-resnet-50-dc5-grasshopper-finetuned-maxsteps-10000-batchsize-2-ilham
This model is a fine-tuned version of [facebook/detr-resnet-50-dc5](https://huggingface.co/facebook/detr-resnet-50-dc5) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 3.7495
- Map: 0.0001
- Map 50: 0.0002
- Map 75: 0.0001
- Map Small: 0.0001
- Map Medium: -1.0
- Map Large: -1.0
- Mar 1: 0.0
- Mar 10: 0.0019
- Mar 100: 0.0047
- Mar Small: 0.0047
- Mar Medium: -1.0
- Mar Large: -1.0
- Map Recilia dorsalis: 0.0
- Mar 100 Recilia dorsalis: 0.0042
- Map Nephotettix malayanus: 0.0003
- Mar 100 Nephotettix malayanus: 0.0074
- Map Sogatella furcifera: 0.0
- Mar 100 Sogatella furcifera: 0.0
- Map Nilaparvata lugens: 0.0
- Mar 100 Nilaparvata lugens: 0.0071
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- training_steps: 10000
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Small | Map Medium | Map Large | Mar 1 | Mar 10 | Mar 100 | Mar Small | Mar Medium | Mar Large | Map Recilia dorsalis | Mar 100 Recilia dorsalis | Map Nephotettix malayanus | Mar 100 Nephotettix malayanus | Map Sogatella furcifera | Mar 100 Sogatella furcifera | Map Nilaparvata lugens | Mar 100 Nilaparvata lugens |
|:-------------:|:--------:|:-----:|:---------------:|:------:|:------:|:------:|:---------:|:----------:|:---------:|:------:|:------:|:-------:|:---------:|:----------:|:---------:|:--------------------:|:------------------------:|:-------------------------:|:-----------------------------:|:-----------------------:|:---------------------------:|:----------------------:|:--------------------------:|
| 7.8557 | 0.5952 | 50 | 6.5271 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1482 | 1.1905 | 100 | 4.5178 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0017 | 0.0017 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0068 | 0.0 | 0.0 |
| 4.73 | 1.7857 | 150 | 4.3700 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0002 | 0.0036 | 0.0036 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0009 | 0.0 | 0.0136 | 0.0 | 0.0 |
| 4.2549 | 2.3810 | 200 | 4.3965 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5438 | 2.9762 | 250 | 4.2896 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.19 | 3.5714 | 300 | 4.3528 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2118 | 4.1667 | 350 | 4.2757 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1294 | 4.7619 | 400 | 4.2314 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9266 | 5.3571 | 450 | 4.2360 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.102 | 5.9524 | 500 | 4.1888 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.862 | 6.5476 | 550 | 4.1402 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0277 | 7.1429 | 600 | 4.1432 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1993 | 7.7381 | 650 | 4.1737 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0002 | 0.0002 | 0.0002 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0001 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.873 | 8.3333 | 700 | 4.1959 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0003 | 0.0003 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 4.5011 | 8.9286 | 750 | 4.1311 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0208 | 9.5238 | 800 | 4.1827 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0261 | 10.1190 | 850 | 4.0846 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8466 | 10.7143 | 900 | 4.1543 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1287 | 11.3095 | 950 | 4.1680 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9538 | 11.9048 | 1000 | 4.1849 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6927 | 12.5 | 1050 | 4.0885 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9334 | 13.0952 | 1100 | 4.1670 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9389 | 13.6905 | 1150 | 4.2387 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6675 | 14.2857 | 1200 | 4.1635 | 0.0 | 0.0004 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0002 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3397 | 14.8810 | 1250 | 4.1893 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1642 | 15.4762 | 1300 | 4.1441 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6283 | 16.0714 | 1350 | 4.1287 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2969 | 16.6667 | 1400 | 4.0819 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9804 | 17.2619 | 1450 | 4.1292 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.971 | 17.8571 | 1500 | 4.0567 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4007 | 18.4524 | 1550 | 4.0544 | 0.0002 | 0.0005 | 0.0 | 0.0002 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0005 | 0.0005 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0008 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2788 | 19.0476 | 1600 | 4.0556 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.001 | 0.001 | 0.001 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0002 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2513 | 19.6429 | 1650 | 4.0553 | 0.0002 | 0.0004 | 0.0 | 0.0002 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0006 | 0.0006 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0007 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6183 | 20.2381 | 1700 | 4.1075 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0006 | 0.0006 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2522 | 20.8333 | 1750 | 4.1207 | 0.0001 | 0.0004 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0002 | 0.0002 | 0.0006 | 0.0006 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0003 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2156 | 21.4286 | 1800 | 4.0288 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0014 | 0.0014 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0 | 0.0051 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4063 | 22.0238 | 1850 | 4.0143 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0019 | 0.0019 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0 | 0.006 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5577 | 22.6190 | 1900 | 4.0514 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0006 | 0.0006 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0004 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9326 | 23.2143 | 1950 | 4.0323 | 0.0 | 0.0003 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0001 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9504 | 23.8095 | 2000 | 3.9393 | 0.0001 | 0.0003 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0002 | 0.0016 | 0.0016 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0003 | 0.0051 | 0.0 | 0.0 | 0.0 | 0.0012 |
| 4.6677 | 24.4048 | 2050 | 3.9693 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0005 | 0.0005 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.7945 | 25.0 | 2100 | 3.9099 | 0.0002 | 0.0004 | 0.0004 | 0.0002 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0012 | 0.0012 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0008 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6887 | 25.5952 | 2150 | 3.7940 | 0.0 | 0.0004 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0024 | 0.0024 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0002 | 0.0051 | 0.0 | 0.0 | 0.0 | 0.0012 |
| 3.5835 | 26.1905 | 2200 | 3.8883 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 4.4304 | 26.7857 | 2250 | 3.8795 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.001 | 0.001 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0001 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 4.4133 | 27.3810 | 2300 | 3.8778 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0012 | 0.0012 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0047 | 27.9762 | 2350 | 4.0399 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9441 | 28.5714 | 2400 | 3.9364 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0008 | 0.0008 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7486 | 29.1667 | 2450 | 3.8319 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0007 | 0.0007 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.8208 | 29.7619 | 2500 | 3.8796 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0012 | 0.0012 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.6209 | 30.3571 | 2550 | 3.9295 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.001 | 0.001 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8594 | 30.9524 | 2600 | 3.8844 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0002 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0001 | 0.0042 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2017 | 31.5476 | 2650 | 3.8853 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0017 | 0.0017 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0035 |
| 3.5715 | 32.1429 | 2700 | 3.8114 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0007 | 0.0007 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.1726 | 32.7381 | 2750 | 3.8134 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0003 | 0.0003 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.531 | 33.3333 | 2800 | 3.8624 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.001 | 0.001 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.3098 | 33.9286 | 2850 | 3.9348 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0001 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 3.6244 | 34.5238 | 2900 | 3.9067 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0009 | 0.0009 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0737 | 35.1190 | 2950 | 3.8542 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0001 | 0.0001 | 0.0012 | 0.0012 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 4.2459 | 35.7143 | 3000 | 3.8562 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0003 | 0.0003 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.635 | 36.3095 | 3050 | 3.7866 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0001 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.434 | 36.9048 | 3100 | 3.7946 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0009 | 0.0009 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1133 | 37.5 | 3150 | 3.8690 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0003 | 0.0003 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8537 | 38.0952 | 3200 | 3.7781 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0018 | 0.0018 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0001 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0012 |
| 3.5134 | 38.6905 | 3250 | 3.8650 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0003 | 0.0007 | 0.0007 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0984 | 39.2857 | 3300 | 3.7999 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0003 | 0.0005 | 0.0005 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7236 | 39.8810 | 3350 | 3.8309 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.001 | 0.001 | -1.0 | -1.0 | 0.0001 | 0.0028 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.433 | 40.4762 | 3400 | 3.8276 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0008 | 0.0008 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1477 | 41.0714 | 3450 | 3.8255 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.001 | 0.001 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 3.8148 | 41.6667 | 3500 | 3.8010 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0008 | 0.0008 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0001 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3838 | 42.2619 | 3550 | 3.8383 | 0.0 | 0.0001 | 0.0001 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.001 | 0.001 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0002 | 0.0033 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7048 | 42.8571 | 3600 | 3.8204 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0001 | 0.0033 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6646 | 43.4524 | 3650 | 3.7597 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0002 | 0.0012 | 0.0012 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0001 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.883 | 44.0476 | 3700 | 3.7708 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0004 | 0.0024 | 0.0024 | -1.0 | -1.0 | 0.0 | 0.0069 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0024 |
| 3.7521 | 44.6429 | 3750 | 3.8078 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0014 | 0.0014 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0002 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9671 | 45.2381 | 3800 | 3.8627 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0016 | 0.0016 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7391 | 45.8333 | 3850 | 3.8454 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0003 | 0.0003 | 0.0007 | 0.0007 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0001 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2402 | 46.4286 | 3900 | 3.7974 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0007 | 0.0007 | 0.0012 | 0.0012 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0001 | 0.0033 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4314 | 47.0238 | 3950 | 3.7405 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0024 | 0.0024 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0001 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9437 | 47.6190 | 4000 | 3.8957 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0003 | 0.0003 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0132 | 48.2143 | 4050 | 3.8682 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0003 | 0.0003 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1971 | 48.8095 | 4100 | 3.6982 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0024 |
| 3.79 | 49.4048 | 4150 | 3.8140 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0016 | 0.0016 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0001 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.361 | 50.0 | 4200 | 3.9469 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0016 | 0.0016 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7437 | 50.5952 | 4250 | 3.9639 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0002 | 0.0002 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0685 | 51.1905 | 4300 | 3.7958 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0015 | 0.0015 | -1.0 | -1.0 | 0.0 | 0.006 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3051 | 51.7857 | 4350 | 3.7975 | 0.0 | 0.0001 | 0.0001 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0016 | 0.0016 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0001 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8429 | 52.3810 | 4400 | 3.7979 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0016 | 0.0016 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0001 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3521 | 52.9762 | 4450 | 3.8025 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0001 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8709 | 53.5714 | 4500 | 3.8048 | 0.0 | 0.0001 | 0.0001 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0014 | 0.0014 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9027 | 54.1667 | 4550 | 3.7956 | 0.0 | 0.0001 | 0.0001 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0002 | 0.0051 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.0122 | 54.7619 | 4600 | 3.7756 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.0017 | 0.0017 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0002 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.5297 | 55.3571 | 4650 | 3.8070 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0027 | 0.0027 | -1.0 | -1.0 | 0.0 | 0.006 | 0.0003 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.632 | 55.9524 | 4700 | 3.8292 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0003 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0002 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1858 | 56.5476 | 4750 | 3.8356 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0003 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1364 | 57.1429 | 4800 | 3.8043 | 0.0001 | 0.0001 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0014 | 0.0014 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0002 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.754 | 57.7381 | 4850 | 3.7635 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0005 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.006 | 0.0002 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5476 | 58.3333 | 4900 | 3.8144 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.001 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0003 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7201 | 58.9286 | 4950 | 3.8137 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0002 | 0.0008 | 0.0008 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0001 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0767 | 59.5238 | 5000 | 3.7964 | 0.0001 | 0.0003 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0001 | 0.0006 | 0.0019 | 0.0019 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0002 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6719 | 60.1190 | 5050 | 3.8036 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0014 | 0.0014 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0002 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9692 | 60.7143 | 5100 | 3.8246 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0015 | 0.0015 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0002 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7247 | 61.3095 | 5150 | 3.7791 | 0.0001 | 0.0003 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0001 | 0.0008 | 0.0035 | 0.0035 | -1.0 | -1.0 | 0.0 | 0.0106 | 0.0003 | 0.0033 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6245 | 61.9048 | 5200 | 3.6678 | 0.0001 | 0.0004 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7635 | 62.5 | 5250 | 3.7871 | 0.0001 | 0.0004 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0027 | 0.0027 | -1.0 | -1.0 | 0.0 | 0.0069 | 0.0004 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.554 | 63.0952 | 5300 | 3.8363 | 0.0001 | 0.0002 | 0.0002 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0004 | 0.0028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4084 | 63.6905 | 5350 | 3.7173 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0013 | 0.0027 | 0.0027 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0002 | 0.006 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7329 | 64.2857 | 5400 | 3.7424 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0005 | 0.0007 | 0.0029 | 0.0029 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0001 | 0.0051 | 0.0 | 0.0 | 0.0 | 0.0053 |
| 3.5339 | 64.8810 | 5450 | 3.8419 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0008 | 0.0008 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0001 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3459 | 65.4762 | 5500 | 3.6949 | 0.0002 | 0.0011 | 0.0 | 0.0002 | -1.0 | -1.0 | 0.0001 | 0.0008 | 0.0029 | 0.0029 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0007 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0024 |
| 3.5871 | 66.0714 | 5550 | 3.7609 | 0.0001 | 0.0003 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0017 | 0.0017 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0005 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4437 | 66.6667 | 5600 | 3.6608 | 0.0003 | 0.0014 | 0.0002 | 0.0003 | -1.0 | -1.0 | 0.0001 | 0.0013 | 0.0029 | 0.0029 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0011 | 0.0084 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.7097 | 67.2619 | 5650 | 3.7673 | 0.0001 | 0.0006 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0001 | 0.0003 | 0.0027 | 0.0027 | -1.0 | -1.0 | 0.0 | 0.0083 | 0.0003 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1379 | 67.8571 | 5700 | 3.8311 | 0.0001 | 0.0003 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0001 | 0.0005 | 0.0008 | 0.0008 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0003 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8736 | 68.4524 | 5750 | 3.8420 | 0.0001 | 0.0003 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.002 | 0.002 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0003 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6911 | 69.0476 | 5800 | 3.8638 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0007 | 0.0007 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8242 | 69.6429 | 5850 | 3.7993 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0023 | 0.0023 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0002 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6435 | 70.2381 | 5900 | 3.7962 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.0023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1471 | 70.8333 | 5950 | 3.6997 | 0.0001 | 0.0001 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0028 | 0.0028 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0002 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 2.8904 | 71.4286 | 6000 | 3.7533 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0 | 0.0013 | 0.0013 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0 | 0.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6199 | 72.0238 | 6050 | 3.7900 | 0.0 | 0.0 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0001 | 0.0005 | 0.0005 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0 | 0.0005 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6421 | 72.6190 | 6100 | 3.7686 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0002 | 0.0011 | 0.0011 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0001 | 0.0009 | 0.0 | 0.0 | 0.0 | 0.0024 |
| 3.3558 | 73.2143 | 6150 | 3.7517 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.0037 | 0.0037 | -1.0 | -1.0 | 0.0 | 0.0069 | 0.0001 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 3.4124 | 73.8095 | 6200 | 3.8264 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0007 | 0.0016 | 0.0016 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0001 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2499 | 74.4048 | 6250 | 3.7574 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0048 | 0.0048 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0002 | 0.0088 | 0.0 | 0.0 | 0.0 | 0.0059 |
| 3.2602 | 75.0 | 6300 | 3.7183 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0021 | 0.0021 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0002 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.517 | 75.5952 | 6350 | 3.7538 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0032 | 0.0032 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0001 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 3.8136 | 76.1905 | 6400 | 3.8021 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0006 | 0.0008 | 0.003 | 0.003 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0001 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 3.9782 | 76.7857 | 6450 | 3.8456 | 0.0 | 0.0002 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0021 | 0.0021 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0002 | 0.0056 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.3156 | 77.3810 | 6500 | 3.8129 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0034 | 0.0034 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0002 | 0.0084 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 3.3581 | 77.9762 | 6550 | 3.7948 | 0.0001 | 0.0003 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0013 | 0.0032 | 0.0032 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0003 | 0.0088 | 0.0 | 0.0 | 0.0 | 0.0012 |
| 4.1628 | 78.5714 | 6600 | 3.8843 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0026 | 0.0026 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0001 | 0.0056 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 4.5568 | 79.1667 | 6650 | 3.8372 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0025 | 0.0025 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0001 | 0.0056 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 3.6556 | 79.7619 | 6700 | 3.8767 | 0.0 | 0.0001 | 0.0001 | 0.0 | -1.0 | -1.0 | 0.0 | 0.002 | 0.0029 | 0.0029 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0002 | 0.0079 | 0.0 | 0.0 | 0.0 | 0.0029 |
| 4.05 | 80.3571 | 6750 | 3.8427 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0029 | 0.0029 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0001 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0035 |
| 4.3435 | 80.9524 | 6800 | 3.8122 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0037 | 0.0037 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0001 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0047 |
| 4.0973 | 81.5476 | 6850 | 3.8318 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0006 | 0.003 | 0.003 | -1.0 | -1.0 | 0.0 | 0.0074 | 0.0001 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0006 |
| 3.8509 | 82.1429 | 6900 | 3.8137 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0045 | 0.0045 | -1.0 | -1.0 | 0.0 | 0.0088 | 0.0001 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0024 |
| 3.4915 | 82.7381 | 6950 | 3.8163 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0035 | 0.0035 | -1.0 | -1.0 | 0.0 | 0.006 | 0.0001 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 3.1978 | 83.3333 | 7000 | 3.8011 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0022 | 0.0022 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0001 | 0.0033 | 0.0 | 0.0 | 0.0 | 0.0029 |
| 3.2499 | 83.9286 | 7050 | 3.7287 | 0.0001 | 0.0001 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.002 | 0.0058 | 0.0058 | -1.0 | -1.0 | 0.0 | 0.0069 | 0.0002 | 0.0079 | 0.0 | 0.0 | 0.0 | 0.0082 |
| 4.2883 | 84.5238 | 7100 | 3.7991 | 0.0001 | 0.0001 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0037 | 0.0037 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0002 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0024 |
| 3.6939 | 85.1190 | 7150 | 3.7686 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0055 | 0.0055 | -1.0 | -1.0 | 0.0 | 0.0079 | 0.0001 | 0.0065 | 0.0 | 0.0 | 0.0 | 0.0076 |
| 3.9535 | 85.7143 | 7200 | 3.6905 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0048 | 0.0048 | -1.0 | -1.0 | 0.0 | 0.0065 | 0.0001 | 0.0056 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 3.6218 | 86.3095 | 7250 | 3.7205 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0045 | 0.0045 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0001 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0082 |
| 3.5398 | 86.9048 | 7300 | 3.7463 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0037 | 0.0037 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0001 | 0.0042 | 0.0 | 0.0 | 0.0 | 0.0059 |
| 3.1931 | 87.5 | 7350 | 3.7300 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0026 | 0.0026 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0001 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0035 |
| 3.5578 | 88.0952 | 7400 | 3.7558 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0042 | 0.0042 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 3.8336 | 88.6905 | 7450 | 3.7182 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0015 | 0.0045 | 0.0045 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0001 | 0.006 | 0.0 | 0.0 | 0.0 | 0.0088 |
| 3.8849 | 89.2857 | 7500 | 3.7476 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0031 | 0.0031 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0002 | 0.006 | 0.0 | 0.0 | 0.0 | 0.0053 |
| 3.4902 | 89.8810 | 7550 | 3.7985 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0008 | 0.0026 | 0.0026 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0001 | 0.0037 | 0.0 | 0.0 | 0.0 | 0.0047 |
| 3.9584 | 90.4762 | 7600 | 3.7602 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.001 | 0.003 | 0.003 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0003 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0059 |
| 4.6706 | 91.0714 | 7650 | 3.7235 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0046 | 0.0046 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0004 | 0.0084 | 0.0 | 0.0 | 0.0 | 0.0059 |
| 2.8092 | 91.6667 | 7700 | 3.7510 | 0.0001 | 0.0002 | 0.0002 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0032 | 0.0032 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0005 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 4.5045 | 92.2619 | 7750 | 3.7197 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0042 | 0.0042 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.0051 | 0.0 | 0.0 | 0.0 | 0.0088 |
| 3.7061 | 92.8571 | 7800 | 3.7624 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0038 | 0.0038 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0053 |
| 2.7675 | 93.4524 | 7850 | 3.7657 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0013 | 0.003 | 0.003 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0004 | 0.0065 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 3.7357 | 94.0476 | 7900 | 3.7447 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.004 | 0.004 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0003 | 0.0079 | 0.0 | 0.0 | 0.0 | 0.0047 |
| 3.7985 | 94.6429 | 7950 | 3.7296 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0013 | 0.0033 | 0.0033 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.006 | 0.0 | 0.0 | 0.0 | 0.0018 |
| 4.289 | 95.2381 | 8000 | 3.7628 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0015 | 0.0045 | 0.0045 | -1.0 | -1.0 | 0.0 | 0.0065 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0047 |
| 3.3646 | 95.8333 | 8050 | 3.7704 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0041 | 0.0041 | -1.0 | -1.0 | 0.0 | 0.006 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0035 |
| 3.6207 | 96.4286 | 8100 | 3.7398 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0042 | 0.0042 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.0065 | 0.0 | 0.0 | 0.0 | 0.0047 |
| 4.2325 | 97.0238 | 8150 | 3.7298 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0048 | 0.0048 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0001 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0082 |
| 3.0169 | 97.6190 | 8200 | 3.7921 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0055 | 0.0055 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0003 | 0.0079 | 0.0 | 0.0 | 0.0 | 0.0088 |
| 3.5777 | 98.2143 | 8250 | 3.8096 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0009 | 0.0036 | 0.0036 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0002 | 0.0065 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 3.611 | 98.8095 | 8300 | 3.7768 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0036 | 0.0036 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0004 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0041 |
| 3.0438 | 99.4048 | 8350 | 3.7838 | 0.0001 | 0.0001 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0038 | 0.0038 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0003 | 0.0079 | 0.0 | 0.0 | 0.0 | 0.0047 |
| 3.4507 | 100.0 | 8400 | 3.7966 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0029 | 0.0029 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0002 | 0.0047 | 0.0 | 0.0 | 0.0 | 0.0053 |
| 3.7107 | 100.5952 | 8450 | 3.7070 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0043 | 0.0043 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0002 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 3.3861 | 101.1905 | 8500 | 3.7708 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0013 | 0.0045 | 0.0045 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0003 | 0.0093 | 0.0 | 0.0 | 0.0 | 0.0059 |
| 3.4074 | 101.7857 | 8550 | 3.7599 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0048 | 0.0048 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 3.8869 | 102.3810 | 8600 | 3.7371 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0047 | 0.0047 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0076 |
| 2.9239 | 102.9762 | 8650 | 3.7551 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0039 | 0.0039 | -1.0 | -1.0 | 0.0 | 0.0032 | 0.0001 | 0.0065 | 0.0 | 0.0 | 0.0 | 0.0059 |
| 3.5625 | 103.5714 | 8700 | 3.7443 | 0.0 | 0.0001 | 0.0 | 0.0 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0045 | 0.0045 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0002 | 0.0056 | 0.0 | 0.0 | 0.0 | 0.0082 |
| 4.6142 | 104.1667 | 8750 | 3.7256 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.005 | 0.005 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0002 | 0.0084 | 0.0 | 0.0 | 0.0 | 0.0094 |
| 4.0728 | 104.7619 | 8800 | 3.7221 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0015 | 0.0056 | 0.0056 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.0088 | 0.0 | 0.0 | 0.0 | 0.0106 |
| 3.8747 | 105.3571 | 8850 | 3.7195 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0045 | 0.0045 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0002 | 0.0079 | 0.0 | 0.0 | 0.0 | 0.0076 |
| 3.9537 | 105.9524 | 8900 | 3.7267 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0015 | 0.0049 | 0.0049 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0065 |
| 3.8057 | 106.5476 | 8950 | 3.7282 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.0046 | 0.0046 | -1.0 | -1.0 | 0.0 | 0.0028 | 0.0002 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0088 |
| 3.3724 | 107.1429 | 9000 | 3.7304 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.002 | 0.0047 | 0.0047 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.0079 | 0.0 | 0.0 | 0.0 | 0.0053 |
| 3.7657 | 107.7381 | 9050 | 3.7322 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0037 | 0.0037 | -1.0 | -1.0 | 0.0 | 0.006 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0012 |
| 2.2652 | 108.3333 | 9100 | 3.7145 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0016 | 0.004 | 0.004 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0002 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 4.1087 | 108.9286 | 9150 | 3.7280 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0039 | 0.0039 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.0088 | 0.0 | 0.0 | 0.0 | 0.0012 |
| 3.0613 | 109.5238 | 9200 | 3.7164 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0038 | 0.0038 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0065 |
| 3.5957 | 110.1190 | 9250 | 3.7170 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0041 | 0.0041 | -1.0 | -1.0 | 0.0 | 0.0023 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 3.4566 | 110.7143 | 9300 | 3.7069 | 0.0001 | 0.0001 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0043 | 0.0043 | -1.0 | -1.0 | 0.0 | 0.0014 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0082 |
| 3.5257 | 111.3095 | 9350 | 3.7247 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0038 | 0.0038 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0024 |
| 4.7539 | 111.9048 | 9400 | 3.7316 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0013 | 0.004 | 0.004 | -1.0 | -1.0 | 0.0 | 0.0056 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0035 |
| 3.5568 | 112.5 | 9450 | 3.7488 | 0.0001 | 0.0002 | 0.0 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.001 | 0.0039 | 0.0039 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0035 |
| 3.5134 | 113.0952 | 9500 | 3.7609 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0012 | 0.0043 | 0.0043 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0047 |
| 3.714 | 113.6905 | 9550 | 3.7513 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0053 | 0.0053 | -1.0 | -1.0 | 0.0 | 0.0051 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0088 |
| 3.4494 | 114.2857 | 9600 | 3.7369 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0054 | 0.0054 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.01 |
| 2.9166 | 114.8810 | 9650 | 3.7420 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0051 | 0.0051 | -1.0 | -1.0 | 0.0 | 0.0046 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0082 |
| 2.8269 | 115.4762 | 9700 | 3.7485 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.005 | 0.005 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0004 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0082 |
| 2.9184 | 116.0714 | 9750 | 3.7430 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0047 | 0.0047 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0076 |
| 3.6305 | 116.6667 | 9800 | 3.7569 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0046 | 0.0046 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 3.5946 | 117.2619 | 9850 | 3.7549 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0048 | 0.0048 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0076 |
| 2.3713 | 117.8571 | 9900 | 3.7542 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0044 | 0.0044 | -1.0 | -1.0 | 0.0 | 0.0037 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0065 |
| 3.7416 | 118.4524 | 9950 | 3.7532 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0017 | 0.0046 | 0.0046 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0003 | 0.007 | 0.0 | 0.0 | 0.0 | 0.0071 |
| 3.8033 | 119.0476 | 10000 | 3.7495 | 0.0001 | 0.0002 | 0.0001 | 0.0001 | -1.0 | -1.0 | 0.0 | 0.0019 | 0.0047 | 0.0047 | -1.0 | -1.0 | 0.0 | 0.0042 | 0.0003 | 0.0074 | 0.0 | 0.0 | 0.0 | 0.0071 |
### Framework versions
- Transformers 4.48.0
- Pytorch 2.5.1+cu124
- Datasets 3.2.0
- Tokenizers 0.21.0
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