---
library_name: transformers
license: apache-2.0
base_model: Qwen/Qwen2.5-Math-7B-Instruct
tags:
- generated_from_trainer
model-index:
- name: prm800k_qwen_fulltune
  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. -->

# prm800k_qwen_fulltune

This model is a fine-tuned version of [Qwen/Qwen2.5-Math-7B-Instruct](https://huggingface.co/Qwen/Qwen2.5-Math-7B-Instruct) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2275
- Prm accuracy: 0.8774
- Prm precision: 0.9375
- Prm recall: 0.9036
- Prm specificty: 0.7826
- Prm npv: 0.6923
- Prm f1: 0.9202
- Prm f1 neg: 0.7347
- Prm f1 auc: 0.8431
- Prm f1 auc (fixed): 0.8313

## 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: 1.25e-06
- train_batch_size: 2
- eval_batch_size: 4
- seed: 908932403
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 8
- total_train_batch_size: 128
- total_eval_batch_size: 32
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1

### Training results

| Training Loss | Epoch  | Step | Validation Loss | Prm accuracy | Prm precision | Prm recall | Prm specificty | Prm npv | Prm f1 | Prm f1 neg | Prm f1 auc | Prm f1 auc (fixed) |
|:-------------:|:------:|:----:|:---------------:|:------------:|:-------------:|:----------:|:--------------:|:-------:|:------:|:----------:|:----------:|:------------------:|
| No log        | 0      | 0    | 0.8678          | 0.3868       | 0.8214        | 0.2771     | 0.7826         | 0.2308  | 0.4144 | 0.3564     | 0.5299     | 0.3381             |
| 0.9668        | 0.0013 | 5    | 0.8697          | 0.4057       | 0.8333        | 0.3012     | 0.7826         | 0.2368  | 0.4425 | 0.3636     | 0.5419     | 0.3387             |
| 0.7792        | 0.0026 | 10   | 0.8678          | 0.4057       | 0.8571        | 0.2892     | 0.8261         | 0.2436  | 0.4324 | 0.3762     | 0.5576     | 0.3397             |
| 0.9009        | 0.0039 | 15   | 0.8699          | 0.4057       | 0.8333        | 0.3012     | 0.7826         | 0.2368  | 0.4425 | 0.3636     | 0.5419     | 0.3408             |
| 0.9629        | 0.0052 | 20   | 0.8664          | 0.4057       | 0.8333        | 0.3012     | 0.7826         | 0.2368  | 0.4425 | 0.3636     | 0.5419     | 0.3394             |
| 1.0051        | 0.0065 | 25   | 0.8646          | 0.4151       | 0.8387        | 0.3133     | 0.7826         | 0.24    | 0.4561 | 0.3673     | 0.5479     | 0.3400             |
| 0.9022        | 0.0078 | 30   | 0.8621          | 0.4057       | 0.8333        | 0.3012     | 0.7826         | 0.2368  | 0.4425 | 0.3636     | 0.5419     | 0.3397             |
| 1.0426        | 0.0091 | 35   | 0.8568          | 0.4151       | 0.8387        | 0.3133     | 0.7826         | 0.24    | 0.4561 | 0.3673     | 0.5479     | 0.3397             |
| 1.0043        | 0.0104 | 40   | 0.8464          | 0.4340       | 0.8485        | 0.3373     | 0.7826         | 0.2466  | 0.4828 | 0.375      | 0.5600     | 0.3371             |
| 0.9162        | 0.0117 | 45   | 0.8389          | 0.4340       | 0.8485        | 0.3373     | 0.7826         | 0.2466  | 0.4828 | 0.375      | 0.5600     | 0.3428             |
| 0.8485        | 0.0129 | 50   | 0.8221          | 0.4340       | 0.8286        | 0.3494     | 0.7391         | 0.2394  | 0.4915 | 0.3617     | 0.5443     | 0.3415             |
| 0.9034        | 0.0142 | 55   | 0.7896          | 0.4528       | 0.7907        | 0.4096     | 0.6087         | 0.2222  | 0.5397 | 0.3256     | 0.5092     | 0.3428             |
| 0.9246        | 0.0155 | 60   | 0.7745          | 0.4528       | 0.7907        | 0.4096     | 0.6087         | 0.2222  | 0.5397 | 0.3256     | 0.5092     | 0.3392             |
| 0.7689        | 0.0168 | 65   | 0.7577          | 0.4623       | 0.7955        | 0.4217     | 0.6087         | 0.2258  | 0.5512 | 0.3294     | 0.5152     | 0.3460             |
| 0.9425        | 0.0181 | 70   | 0.7308          | 0.5094       | 0.8163        | 0.4819     | 0.6087         | 0.2456  | 0.6061 | 0.35       | 0.5453     | 0.3436             |
| 0.8343        | 0.0194 | 75   | 0.6726          | 0.5755       | 0.8276        | 0.5783     | 0.5652         | 0.2708  | 0.6809 | 0.3662     | 0.5718     | 0.3531             |
| 0.6423        | 0.0207 | 80   | 0.6554          | 0.6038       | 0.8254        | 0.6265     | 0.5217         | 0.2791  | 0.7123 | 0.3636     | 0.5741     | 0.3562             |
| 0.8024        | 0.0220 | 85   | 0.6360          | 0.6226       | 0.8413        | 0.6386     | 0.5652         | 0.3023  | 0.7260 | 0.3939     | 0.6019     | 0.3591             |
| 0.7963        | 0.0233 | 90   | 0.6206          | 0.6321       | 0.8333        | 0.6627     | 0.5217         | 0.3     | 0.7383 | 0.3810     | 0.5922     | 0.3622             |
| 0.5895        | 0.0246 | 95   | 0.6062          | 0.6415       | 0.8358        | 0.6747     | 0.5217         | 0.3077  | 0.7467 | 0.3871     | 0.5982     | 0.3617             |
| 0.8904        | 0.0259 | 100  | 0.5903          | 0.6415       | 0.8358        | 0.6747     | 0.5217         | 0.3077  | 0.7467 | 0.3871     | 0.5982     | 0.3641             |
| 0.5845        | 0.0272 | 105  | 0.5670          | 0.6604       | 0.8406        | 0.6988     | 0.5217         | 0.3243  | 0.7632 | 0.4        | 0.6103     | 0.3672             |
| 0.6744        | 0.0285 | 110  | 0.5545          | 0.6698       | 0.8429        | 0.7108     | 0.5217         | 0.3333  | 0.7712 | 0.4068     | 0.6163     | 0.3717             |
| 0.6366        | 0.0298 | 115  | 0.5416          | 0.6792       | 0.8657        | 0.6988     | 0.6087         | 0.3590  | 0.7733 | 0.4516     | 0.6537     | 0.3740             |
| 0.6191        | 0.0311 | 120  | 0.5411          | 0.6698       | 0.8871        | 0.6627     | 0.6957         | 0.3636  | 0.7586 | 0.4776     | 0.6792     | 0.3795             |
| 0.5487        | 0.0324 | 125  | 0.5413          | 0.6415       | 0.8947        | 0.6145     | 0.7391         | 0.3469  | 0.7286 | 0.4722     | 0.6768     | 0.3834             |
| 0.7407        | 0.0337 | 130  | 0.5402          | 0.6604       | 0.9123        | 0.6265     | 0.7826         | 0.3673  | 0.7429 | 0.5        | 0.7046     | 0.3806             |
| 0.6441        | 0.0350 | 135  | 0.5415          | 0.6698       | 0.9138        | 0.6386     | 0.7826         | 0.375   | 0.7518 | 0.5070     | 0.7106     | 0.3858             |
| 0.6317        | 0.0363 | 140  | 0.5477          | 0.6604       | 0.9123        | 0.6265     | 0.7826         | 0.3673  | 0.7429 | 0.5        | 0.7046     | 0.3879             |
| 0.6556        | 0.0376 | 145  | 0.5438          | 0.6698       | 0.9138        | 0.6386     | 0.7826         | 0.375   | 0.7518 | 0.5070     | 0.7106     | 0.3900             |
| 0.6092        | 0.0388 | 150  | 0.5404          | 0.6792       | 0.9153        | 0.6506     | 0.7826         | 0.3830  | 0.7606 | 0.5143     | 0.7166     | 0.3900             |
| 0.5328        | 0.0401 | 155  | 0.5345          | 0.6981       | 0.9322        | 0.6627     | 0.8261         | 0.4043  | 0.7746 | 0.5429     | 0.7444     | 0.3989             |
| 0.5121        | 0.0414 | 160  | 0.5246          | 0.7075       | 0.9062        | 0.6988     | 0.7391         | 0.4048  | 0.7891 | 0.5231     | 0.7190     | 0.3939             |
| 0.5417        | 0.0427 | 165  | 0.5143          | 0.7264       | 0.9091        | 0.7229     | 0.7391         | 0.425   | 0.8054 | 0.5397     | 0.7310     | 0.3994             |
| 0.6379        | 0.0440 | 170  | 0.5094          | 0.7264       | 0.8857        | 0.7470     | 0.6522         | 0.4167  | 0.8105 | 0.5085     | 0.6996     | 0.3984             |
| 0.5437        | 0.0453 | 175  | 0.5161          | 0.7075       | 0.8824        | 0.7229     | 0.6522         | 0.3947  | 0.7947 | 0.4918     | 0.6875     | 0.4044             |
| 0.543         | 0.0466 | 180  | 0.5175          | 0.7075       | 0.8714        | 0.7349     | 0.6087         | 0.3889  | 0.7974 | 0.4746     | 0.6718     | 0.4052             |
| 0.5823        | 0.0479 | 185  | 0.5206          | 0.7075       | 0.8714        | 0.7349     | 0.6087         | 0.3889  | 0.7974 | 0.4746     | 0.6718     | 0.4062             |
| 0.5384        | 0.0492 | 190  | 0.5036          | 0.7358       | 0.8767        | 0.7711     | 0.6087         | 0.4242  | 0.8205 | 0.5        | 0.6899     | 0.4086             |
| 0.4512        | 0.0505 | 195  | 0.5021          | 0.7453       | 0.9           | 0.7590     | 0.6957         | 0.4444  | 0.8235 | 0.5424     | 0.7273     | 0.4138             |
| 0.5545        | 0.0518 | 200  | 0.4918          | 0.7453       | 0.9           | 0.7590     | 0.6957         | 0.4444  | 0.8235 | 0.5424     | 0.7273     | 0.4233             |
| 0.6059        | 0.0531 | 205  | 0.4973          | 0.7453       | 0.9           | 0.7590     | 0.6957         | 0.4444  | 0.8235 | 0.5424     | 0.7273     | 0.4274             |
| 0.5751        | 0.0544 | 210  | 0.4923          | 0.7547       | 0.9130        | 0.7590     | 0.7391         | 0.4595  | 0.8289 | 0.5667     | 0.7491     | 0.4377             |
| 0.4614        | 0.0557 | 215  | 0.4863          | 0.7547       | 0.9130        | 0.7590     | 0.7391         | 0.4595  | 0.8289 | 0.5667     | 0.7491     | 0.4387             |
| 0.483         | 0.0570 | 220  | 0.4896          | 0.7453       | 0.9           | 0.7590     | 0.6957         | 0.4444  | 0.8235 | 0.5424     | 0.7273     | 0.4447             |
| 0.5148        | 0.0583 | 225  | 0.4968          | 0.7547       | 0.9130        | 0.7590     | 0.7391         | 0.4595  | 0.8289 | 0.5667     | 0.7491     | 0.4500             |
| 0.4511        | 0.0596 | 230  | 0.4998          | 0.7547       | 0.9254        | 0.7470     | 0.7826         | 0.4615  | 0.8267 | 0.5806     | 0.7648     | 0.4563             |
| 0.5302        | 0.0609 | 235  | 0.5159          | 0.7264       | 0.9219        | 0.7108     | 0.7826         | 0.4286  | 0.8027 | 0.5538     | 0.7467     | 0.4547             |
| 0.4997        | 0.0622 | 240  | 0.5017          | 0.7264       | 0.9091        | 0.7229     | 0.7391         | 0.425   | 0.8054 | 0.5397     | 0.7310     | 0.4607             |
| 0.4852        | 0.0634 | 245  | 0.4754          | 0.7547       | 0.9014        | 0.7711     | 0.6957         | 0.4571  | 0.8312 | 0.5517     | 0.7334     | 0.4618             |
| 0.6175        | 0.0647 | 250  | 0.4412          | 0.7736       | 0.9041        | 0.7952     | 0.6957         | 0.4848  | 0.8462 | 0.5714     | 0.7454     | 0.4856             |
| 0.3769        | 0.0660 | 255  | 0.4462          | 0.7830       | 0.9286        | 0.7831     | 0.7826         | 0.5     | 0.8497 | 0.6102     | 0.7829     | 0.4963             |
| 0.4844        | 0.0673 | 260  | 0.4648          | 0.7453       | 0.9242        | 0.7349     | 0.7826         | 0.45    | 0.8188 | 0.5714     | 0.7588     | 0.5141             |
| 0.4744        | 0.0686 | 265  | 0.4598          | 0.7642       | 0.9394        | 0.7470     | 0.8261         | 0.475   | 0.8322 | 0.6032     | 0.7865     | 0.5147             |
| 0.436         | 0.0699 | 270  | 0.4234          | 0.7736       | 0.9155        | 0.7831     | 0.7391         | 0.4857  | 0.8442 | 0.5862     | 0.7611     | 0.5155             |
| 0.4902        | 0.0712 | 275  | 0.4324          | 0.7830       | 0.9286        | 0.7831     | 0.7826         | 0.5     | 0.8497 | 0.6102     | 0.7829     | 0.5126             |
| 0.4955        | 0.0725 | 280  | 0.4697          | 0.7547       | 0.9254        | 0.7470     | 0.7826         | 0.4615  | 0.8267 | 0.5806     | 0.7648     | 0.5042             |
| 0.3782        | 0.0738 | 285  | 0.4467          | 0.7642       | 0.9265        | 0.7590     | 0.7826         | 0.4737  | 0.8344 | 0.5902     | 0.7708     | 0.5107             |
| 0.4542        | 0.0751 | 290  | 0.4175          | 0.7925       | 0.9067        | 0.8193     | 0.6957         | 0.5161  | 0.8608 | 0.5926     | 0.7575     | 0.5178             |
| 0.4271        | 0.0764 | 295  | 0.4516          | 0.7547       | 0.9254        | 0.7470     | 0.7826         | 0.4615  | 0.8267 | 0.5806     | 0.7648     | 0.5241             |
| 0.4881        | 0.0777 | 300  | 0.4779          | 0.7075       | 0.9333        | 0.6747     | 0.8261         | 0.4130  | 0.7832 | 0.5507     | 0.7504     | 0.5301             |
| 0.3978        | 0.0790 | 305  | 0.4269          | 0.7642       | 0.9265        | 0.7590     | 0.7826         | 0.4737  | 0.8344 | 0.5902     | 0.7708     | 0.5320             |
| 0.4207        | 0.0803 | 310  | 0.3785          | 0.8113       | 0.92          | 0.8313     | 0.7391         | 0.5484  | 0.8734 | 0.6296     | 0.7852     | 0.5395             |
| 0.597         | 0.0816 | 315  | 0.4063          | 0.7925       | 0.9420        | 0.7831     | 0.8261         | 0.5135  | 0.8553 | 0.6333     | 0.8046     | 0.5469             |
| 0.3608        | 0.0829 | 320  | 0.4275          | 0.7736       | 0.9403        | 0.7590     | 0.8261         | 0.4872  | 0.84   | 0.6129     | 0.7926     | 0.5471             |
| 0.4356        | 0.0842 | 325  | 0.3832          | 0.8019       | 0.9189        | 0.8193     | 0.7391         | 0.5312  | 0.8662 | 0.6182     | 0.7792     | 0.5587             |
| 0.4672        | 0.0855 | 330  | 0.3691          | 0.8019       | 0.9189        | 0.8193     | 0.7391         | 0.5312  | 0.8662 | 0.6182     | 0.7792     | 0.5576             |
| 0.5408        | 0.0868 | 335  | 0.3932          | 0.8113       | 0.9315        | 0.8193     | 0.7826         | 0.5455  | 0.8718 | 0.6429     | 0.8009     | 0.5500             |
| 0.3913        | 0.0881 | 340  | 0.4458          | 0.7547       | 0.9385        | 0.7349     | 0.8261         | 0.4634  | 0.8243 | 0.5938     | 0.7805     | 0.5414             |
| 0.3606        | 0.0893 | 345  | 0.4070          | 0.8113       | 0.9315        | 0.8193     | 0.7826         | 0.5455  | 0.8718 | 0.6429     | 0.8009     | 0.5474             |
| 0.4268        | 0.0906 | 350  | 0.3802          | 0.8113       | 0.9315        | 0.8193     | 0.7826         | 0.5455  | 0.8718 | 0.6429     | 0.8009     | 0.5694             |
| 0.416         | 0.0919 | 355  | 0.3933          | 0.8019       | 0.9429        | 0.7952     | 0.8261         | 0.5278  | 0.8627 | 0.6441     | 0.8106     | 0.5574             |
| 0.4545        | 0.0932 | 360  | 0.3759          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.5519             |
| 0.4439        | 0.0945 | 365  | 0.3621          | 0.8019       | 0.8974        | 0.8434     | 0.6522         | 0.5357  | 0.8696 | 0.5882     | 0.7478     | 0.5532             |
| 0.3457        | 0.0958 | 370  | 0.3780          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.5587             |
| 0.4512        | 0.0971 | 375  | 0.3755          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.5746             |
| 0.4551        | 0.0984 | 380  | 0.3500          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.5914             |
| 0.4022        | 0.0997 | 385  | 0.3454          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6069             |
| 0.4487        | 0.1010 | 390  | 0.3484          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6192             |
| 0.4491        | 0.1023 | 395  | 0.3897          | 0.8113       | 0.9437        | 0.8072     | 0.8261         | 0.5429  | 0.8701 | 0.6552     | 0.8167     | 0.6192             |
| 0.5188        | 0.1036 | 400  | 0.3719          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6097             |
| 0.4393        | 0.1049 | 405  | 0.3784          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.5956             |
| 0.3559        | 0.1062 | 410  | 0.3682          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.5836             |
| 0.3958        | 0.1075 | 415  | 0.3693          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.5846             |
| 0.5459        | 0.1088 | 420  | 0.3804          | 0.7736       | 0.9538        | 0.7470     | 0.8696         | 0.4878  | 0.8378 | 0.625      | 0.8083     | 0.5972             |
| 0.3735        | 0.1101 | 425  | 0.3282          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.6160             |
| 0.4354        | 0.1114 | 430  | 0.3138          | 0.8396       | 0.9125        | 0.8795     | 0.6957         | 0.6154  | 0.8957 | 0.6531     | 0.7876     | 0.6296             |
| 0.4653        | 0.1127 | 435  | 0.3331          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.6273             |
| 0.5249        | 0.1139 | 440  | 0.3872          | 0.7453       | 0.9375        | 0.7229     | 0.8261         | 0.4524  | 0.8163 | 0.5846     | 0.7745     | 0.6116             |
| 0.385         | 0.1152 | 445  | 0.3389          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6163             |
| 0.4301        | 0.1165 | 450  | 0.3279          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.6278             |
| 0.3205        | 0.1178 | 455  | 0.3378          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6221             |
| 0.3287        | 0.1191 | 460  | 0.3257          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6399             |
| 0.3629        | 0.1204 | 465  | 0.3342          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.6490             |
| 0.3716        | 0.1217 | 470  | 0.3293          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6485             |
| 0.3458        | 0.1230 | 475  | 0.3116          | 0.8396       | 0.9231        | 0.8675     | 0.7391         | 0.6071  | 0.8944 | 0.6667     | 0.8033     | 0.6438             |
| 0.4731        | 0.1243 | 480  | 0.3187          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6349             |
| 0.4068        | 0.1256 | 485  | 0.3496          | 0.8208       | 0.9571        | 0.8072     | 0.8696         | 0.5556  | 0.8758 | 0.6780     | 0.8384     | 0.6273             |
| 0.3287        | 0.1269 | 490  | 0.3145          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6346             |
| 0.553         | 0.1282 | 495  | 0.3201          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.6370             |
| 0.4693        | 0.1295 | 500  | 0.3336          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6328             |
| 0.4165        | 0.1308 | 505  | 0.3678          | 0.8019       | 0.9559        | 0.7831     | 0.8696         | 0.5263  | 0.8609 | 0.6557     | 0.8263     | 0.6357             |
| 0.3718        | 0.1321 | 510  | 0.3236          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6446             |
| 0.3139        | 0.1334 | 515  | 0.3058          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6548             |
| 0.3706        | 0.1347 | 520  | 0.3188          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.6519             |
| 0.4761        | 0.1360 | 525  | 0.3054          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6522             |
| 0.34          | 0.1373 | 530  | 0.3080          | 0.8396       | 0.9231        | 0.8675     | 0.7391         | 0.6071  | 0.8944 | 0.6667     | 0.8033     | 0.6511             |
| 0.3743        | 0.1386 | 535  | 0.3310          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6551             |
| 0.4337        | 0.1398 | 540  | 0.3141          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.6666             |
| 0.4113        | 0.1411 | 545  | 0.3134          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.6679             |
| 0.4127        | 0.1424 | 550  | 0.3086          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.6572             |
| 0.438         | 0.1437 | 555  | 0.3244          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.6569             |
| 0.4017        | 0.1450 | 560  | 0.3176          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6705             |
| 0.4031        | 0.1463 | 565  | 0.3002          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.6847             |
| 0.4065        | 0.1476 | 570  | 0.3102          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6805             |
| 0.4616        | 0.1489 | 575  | 0.3210          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.6781             |
| 0.3794        | 0.1502 | 580  | 0.3013          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.6902             |
| 0.2957        | 0.1515 | 585  | 0.3148          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6810             |
| 0.2858        | 0.1528 | 590  | 0.3305          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.6734             |
| 0.3548        | 0.1541 | 595  | 0.3140          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6839             |
| 0.38          | 0.1554 | 600  | 0.3145          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.6849             |
| 0.3643        | 0.1567 | 605  | 0.3331          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.6844             |
| 0.3519        | 0.1580 | 610  | 0.3080          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6899             |
| 0.3883        | 0.1593 | 615  | 0.2987          | 0.8396       | 0.9231        | 0.8675     | 0.7391         | 0.6071  | 0.8944 | 0.6667     | 0.8033     | 0.6964             |
| 0.3924        | 0.1606 | 620  | 0.3130          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.6784             |
| 0.3058        | 0.1619 | 625  | 0.3220          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.6847             |
| 0.5153        | 0.1632 | 630  | 0.3128          | 0.8113       | 0.92          | 0.8313     | 0.7391         | 0.5484  | 0.8734 | 0.6296     | 0.7852     | 0.6857             |
| 0.3967        | 0.1644 | 635  | 0.3219          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.6841             |
| 0.3117        | 0.1657 | 640  | 0.3100          | 0.8113       | 0.92          | 0.8313     | 0.7391         | 0.5484  | 0.8734 | 0.6296     | 0.7852     | 0.6902             |
| 0.2563        | 0.1670 | 645  | 0.2903          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7009             |
| 0.4186        | 0.1683 | 650  | 0.3051          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.7038             |
| 0.4272        | 0.1696 | 655  | 0.3077          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.7004             |
| 0.3976        | 0.1709 | 660  | 0.2925          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6909             |
| 0.4814        | 0.1722 | 665  | 0.3005          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6875             |
| 0.3906        | 0.1735 | 670  | 0.3260          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.6836             |
| 0.3536        | 0.1748 | 675  | 0.3268          | 0.8113       | 0.92          | 0.8313     | 0.7391         | 0.5484  | 0.8734 | 0.6296     | 0.7852     | 0.6865             |
| 0.3076        | 0.1761 | 680  | 0.3051          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6946             |
| 0.3772        | 0.1774 | 685  | 0.2926          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7019             |
| 0.4002        | 0.1787 | 690  | 0.2988          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6938             |
| 0.3348        | 0.1800 | 695  | 0.2982          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6954             |
| 0.3413        | 0.1813 | 700  | 0.3090          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6928             |
| 0.3735        | 0.1826 | 705  | 0.3052          | 0.8396       | 0.9231        | 0.8675     | 0.7391         | 0.6071  | 0.8944 | 0.6667     | 0.8033     | 0.6888             |
| 0.4116        | 0.1839 | 710  | 0.2984          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.6888             |
| 0.3337        | 0.1852 | 715  | 0.3115          | 0.8302       | 0.9577        | 0.8193     | 0.8696         | 0.5714  | 0.8831 | 0.6897     | 0.8444     | 0.6894             |
| 0.4591        | 0.1865 | 720  | 0.3039          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6902             |
| 0.3239        | 0.1878 | 725  | 0.3035          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.6930             |
| 0.4152        | 0.1891 | 730  | 0.2940          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.6951             |
| 0.3898        | 0.1903 | 735  | 0.2999          | 0.8396       | 0.9231        | 0.8675     | 0.7391         | 0.6071  | 0.8944 | 0.6667     | 0.8033     | 0.6938             |
| 0.342         | 0.1916 | 740  | 0.2983          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.6941             |
| 0.4244        | 0.1929 | 745  | 0.2995          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.6912             |
| 0.3505        | 0.1942 | 750  | 0.3052          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6894             |
| 0.336         | 0.1955 | 755  | 0.2929          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6991             |
| 0.3873        | 0.1968 | 760  | 0.2827          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7116             |
| 0.3649        | 0.1981 | 765  | 0.2744          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.7258             |
| 0.391         | 0.1994 | 770  | 0.2825          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.7247             |
| 0.3222        | 0.2007 | 775  | 0.2991          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.7148             |
| 0.3624        | 0.2020 | 780  | 0.2833          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7197             |
| 0.3948        | 0.2033 | 785  | 0.2801          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7101             |
| 0.3672        | 0.2046 | 790  | 0.3055          | 0.8302       | 0.9577        | 0.8193     | 0.8696         | 0.5714  | 0.8831 | 0.6897     | 0.8444     | 0.6946             |
| 0.3768        | 0.2059 | 795  | 0.3178          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.6946             |
| 0.4127        | 0.2072 | 800  | 0.3013          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.7108             |
| 0.5244        | 0.2085 | 805  | 0.3000          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.7174             |
| 0.4222        | 0.2098 | 810  | 0.3014          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7192             |
| 0.3479        | 0.2111 | 815  | 0.3022          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.7169             |
| 0.4138        | 0.2124 | 820  | 0.2727          | 0.8679       | 0.9481        | 0.8795     | 0.8261         | 0.6552  | 0.9125 | 0.7308     | 0.8528     | 0.7187             |
| 0.2978        | 0.2137 | 825  | 0.2717          | 0.8679       | 0.9481        | 0.8795     | 0.8261         | 0.6552  | 0.9125 | 0.7308     | 0.8528     | 0.7161             |
| 0.325         | 0.2149 | 830  | 0.2757          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7145             |
| 0.3882        | 0.2162 | 835  | 0.2735          | 0.8679       | 0.96          | 0.8675     | 0.8696         | 0.6452  | 0.9114 | 0.7407     | 0.8685     | 0.7145             |
| 0.3434        | 0.2175 | 840  | 0.2622          | 0.8679       | 0.9481        | 0.8795     | 0.8261         | 0.6552  | 0.9125 | 0.7308     | 0.8528     | 0.7177             |
| 0.437         | 0.2188 | 845  | 0.2731          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.7082             |
| 0.3373        | 0.2201 | 850  | 0.2854          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.7048             |
| 0.3592        | 0.2214 | 855  | 0.2691          | 0.8868       | 0.9610        | 0.8916     | 0.8696         | 0.6897  | 0.925  | 0.7692     | 0.8806     | 0.7032             |
| 0.4285        | 0.2227 | 860  | 0.2669          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.7067             |
| 0.3237        | 0.2240 | 865  | 0.2695          | 0.8868       | 0.9494        | 0.9036     | 0.8261         | 0.7037  | 0.9259 | 0.76       | 0.8649     | 0.7056             |
| 0.3813        | 0.2253 | 870  | 0.2825          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.6998             |
| 0.3264        | 0.2266 | 875  | 0.2907          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.6949             |
| 0.3483        | 0.2279 | 880  | 0.2728          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7103             |
| 0.4456        | 0.2292 | 885  | 0.2676          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7163             |
| 0.4196        | 0.2305 | 890  | 0.2616          | 0.8679       | 0.96          | 0.8675     | 0.8696         | 0.6452  | 0.9114 | 0.7407     | 0.8685     | 0.7239             |
| 0.3908        | 0.2318 | 895  | 0.2614          | 0.8585       | 0.9595        | 0.8554     | 0.8696         | 0.625   | 0.9045 | 0.7273     | 0.8625     | 0.7203             |
| 0.3559        | 0.2331 | 900  | 0.2620          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7150             |
| 0.4148        | 0.2344 | 905  | 0.2721          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7116             |
| 0.3787        | 0.2357 | 910  | 0.2808          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7127             |
| 0.3014        | 0.2370 | 915  | 0.2804          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7211             |
| 0.3387        | 0.2383 | 920  | 0.2711          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7483             |
| 0.3966        | 0.2396 | 925  | 0.2895          | 0.8396       | 0.9714        | 0.8193     | 0.9130         | 0.5833  | 0.8889 | 0.7119     | 0.8662     | 0.7483             |
| 0.432         | 0.2408 | 930  | 0.2641          | 0.8679       | 0.9726        | 0.8554     | 0.9130         | 0.6364  | 0.9103 | 0.75       | 0.8842     | 0.7551             |
| 0.4256        | 0.2421 | 935  | 0.2580          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7504             |
| 0.4391        | 0.2434 | 940  | 0.2696          | 0.8302       | 0.9710        | 0.8072     | 0.9130         | 0.5676  | 0.8816 | 0.7        | 0.8601     | 0.7454             |
| 0.34          | 0.2447 | 945  | 0.2563          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.7407             |
| 0.4559        | 0.2460 | 950  | 0.2530          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.7394             |
| 0.3273        | 0.2473 | 955  | 0.2633          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.7334             |
| 0.2986        | 0.2486 | 960  | 0.2619          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7355             |
| 0.3955        | 0.2499 | 965  | 0.2727          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7260             |
| 0.344         | 0.2512 | 970  | 0.2849          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7161             |
| 0.3705        | 0.2525 | 975  | 0.2793          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7087             |
| 0.3031        | 0.2538 | 980  | 0.2766          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7145             |
| 0.4002        | 0.2551 | 985  | 0.2752          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7161             |
| 0.3333        | 0.2564 | 990  | 0.2871          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.7239             |
| 0.4972        | 0.2577 | 995  | 0.2642          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7410             |
| 0.2652        | 0.2590 | 1000 | 0.2582          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7444             |
| 0.3932        | 0.2603 | 1005 | 0.2625          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7412             |
| 0.3002        | 0.2616 | 1010 | 0.2732          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7391             |
| 0.387         | 0.2629 | 1015 | 0.2825          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7252             |
| 0.3425        | 0.2642 | 1020 | 0.2942          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7156             |
| 0.3757        | 0.2654 | 1025 | 0.2875          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7098             |
| 0.3048        | 0.2667 | 1030 | 0.2746          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7177             |
| 0.3936        | 0.2680 | 1035 | 0.2779          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.7318             |
| 0.3511        | 0.2693 | 1040 | 0.2817          | 0.8302       | 0.9577        | 0.8193     | 0.8696         | 0.5714  | 0.8831 | 0.6897     | 0.8444     | 0.7394             |
| 0.3968        | 0.2706 | 1045 | 0.2539          | 0.8585       | 0.9595        | 0.8554     | 0.8696         | 0.625   | 0.9045 | 0.7273     | 0.8625     | 0.7546             |
| 0.3464        | 0.2719 | 1050 | 0.2506          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.7583             |
| 0.3542        | 0.2732 | 1055 | 0.2565          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.7572             |
| 0.4364        | 0.2745 | 1060 | 0.2617          | 0.8491       | 0.9718        | 0.8313     | 0.9130         | 0.6     | 0.8961 | 0.7241     | 0.8722     | 0.7528             |
| 0.3717        | 0.2758 | 1065 | 0.2630          | 0.8491       | 0.9589        | 0.8434     | 0.8696         | 0.6061  | 0.8974 | 0.7143     | 0.8565     | 0.7457             |
| 0.3831        | 0.2771 | 1070 | 0.2652          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7569             |
| 0.3295        | 0.2784 | 1075 | 0.2677          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7538             |
| 0.4167        | 0.2797 | 1080 | 0.2899          | 0.8208       | 0.9571        | 0.8072     | 0.8696         | 0.5556  | 0.8758 | 0.6780     | 0.8384     | 0.7491             |
| 0.289         | 0.2810 | 1085 | 0.2943          | 0.8113       | 0.9565        | 0.7952     | 0.8696         | 0.5405  | 0.8684 | 0.6667     | 0.8324     | 0.7488             |
| 0.3055        | 0.2823 | 1090 | 0.2797          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7533             |
| 0.315         | 0.2836 | 1095 | 0.2715          | 0.8302       | 0.9221        | 0.8554     | 0.7391         | 0.5862  | 0.8875 | 0.6538     | 0.7973     | 0.7638             |
| 0.3736        | 0.2849 | 1100 | 0.2791          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7533             |
| 0.3306        | 0.2862 | 1105 | 0.2661          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7564             |
| 0.3744        | 0.2875 | 1110 | 0.2664          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7609             |
| 0.3128        | 0.2888 | 1115 | 0.2667          | 0.8208       | 0.9444        | 0.8193     | 0.8261         | 0.5588  | 0.8774 | 0.6667     | 0.8227     | 0.7627             |
| 0.4403        | 0.2901 | 1120 | 0.2533          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7748             |
| 0.3588        | 0.2913 | 1125 | 0.2523          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7755             |
| 0.3183        | 0.2926 | 1130 | 0.2650          | 0.8396       | 0.9459        | 0.8434     | 0.8261         | 0.5938  | 0.8917 | 0.6909     | 0.8347     | 0.7661             |
| 0.3413        | 0.2939 | 1135 | 0.2587          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7619             |
| 0.4473        | 0.2952 | 1140 | 0.2613          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.7622             |
| 0.3596        | 0.2965 | 1145 | 0.2637          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7619             |
| 0.3305        | 0.2978 | 1150 | 0.2569          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7669             |
| 0.383         | 0.2991 | 1155 | 0.2523          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7750             |
| 0.3692        | 0.3004 | 1160 | 0.2648          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7774             |
| 0.4078        | 0.3017 | 1165 | 0.2618          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7729             |
| 0.4875        | 0.3030 | 1170 | 0.2686          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.7590             |
| 0.3109        | 0.3043 | 1175 | 0.2636          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7627             |
| 0.3289        | 0.3056 | 1180 | 0.2543          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7797             |
| 0.4997        | 0.3069 | 1185 | 0.2532          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.7844             |
| 0.4087        | 0.3082 | 1190 | 0.2639          | 0.8396       | 0.9583        | 0.8313     | 0.8696         | 0.5882  | 0.8903 | 0.7018     | 0.8504     | 0.7800             |
| 0.3554        | 0.3095 | 1195 | 0.2578          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7881             |
| 0.2463        | 0.3108 | 1200 | 0.2502          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7999             |
| 0.3509        | 0.3121 | 1205 | 0.2484          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8140             |
| 0.4571        | 0.3134 | 1210 | 0.2621          | 0.8491       | 0.9718        | 0.8313     | 0.9130         | 0.6     | 0.8961 | 0.7241     | 0.8722     | 0.8085             |
| 0.3227        | 0.3147 | 1215 | 0.2674          | 0.8491       | 0.9718        | 0.8313     | 0.9130         | 0.6     | 0.8961 | 0.7241     | 0.8722     | 0.8130             |
| 0.418         | 0.3159 | 1220 | 0.2485          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8122             |
| 0.4119        | 0.3172 | 1225 | 0.2542          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7931             |
| 0.3778        | 0.3185 | 1230 | 0.2642          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7795             |
| 0.3412        | 0.3198 | 1235 | 0.2602          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7803             |
| 0.3754        | 0.3211 | 1240 | 0.2535          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.7855             |
| 0.3093        | 0.3224 | 1245 | 0.2555          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7805             |
| 0.3673        | 0.3237 | 1250 | 0.2532          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7816             |
| 0.3141        | 0.3250 | 1255 | 0.2530          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7821             |
| 0.3463        | 0.3263 | 1260 | 0.2537          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.7829             |
| 0.3412        | 0.3276 | 1265 | 0.2645          | 0.8302       | 0.9577        | 0.8193     | 0.8696         | 0.5714  | 0.8831 | 0.6897     | 0.8444     | 0.7800             |
| 0.2837        | 0.3289 | 1270 | 0.2601          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7852             |
| 0.4011        | 0.3302 | 1275 | 0.2544          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7878             |
| 0.4252        | 0.3315 | 1280 | 0.2513          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.7931             |
| 0.3206        | 0.3328 | 1285 | 0.2517          | 0.8396       | 0.9342        | 0.8554     | 0.7826         | 0.6     | 0.8931 | 0.6792     | 0.8190     | 0.7886             |
| 0.2709        | 0.3341 | 1290 | 0.2578          | 0.8113       | 0.9315        | 0.8193     | 0.7826         | 0.5455  | 0.8718 | 0.6429     | 0.8009     | 0.7936             |
| 0.4081        | 0.3354 | 1295 | 0.2484          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.8067             |
| 0.4356        | 0.3367 | 1300 | 0.2492          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.8041             |
| 0.2584        | 0.3380 | 1305 | 0.2534          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7954             |
| 0.4529        | 0.3393 | 1310 | 0.2646          | 0.8113       | 0.9315        | 0.8193     | 0.7826         | 0.5455  | 0.8718 | 0.6429     | 0.8009     | 0.7834             |
| 0.3582        | 0.3406 | 1315 | 0.2755          | 0.8019       | 0.9306        | 0.8072     | 0.7826         | 0.5294  | 0.8645 | 0.6316     | 0.7949     | 0.7779             |
| 0.3316        | 0.3418 | 1320 | 0.2745          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7768             |
| 0.4127        | 0.3431 | 1325 | 0.2648          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7839             |
| 0.226         | 0.3444 | 1330 | 0.2632          | 0.8113       | 0.9315        | 0.8193     | 0.7826         | 0.5455  | 0.8718 | 0.6429     | 0.8009     | 0.7771             |
| 0.3863        | 0.3457 | 1335 | 0.2582          | 0.8113       | 0.9437        | 0.8072     | 0.8261         | 0.5429  | 0.8701 | 0.6552     | 0.8167     | 0.7844             |
| 0.4802        | 0.3470 | 1340 | 0.2554          | 0.8208       | 0.9444        | 0.8193     | 0.8261         | 0.5588  | 0.8774 | 0.6667     | 0.8227     | 0.7860             |
| 0.3504        | 0.3483 | 1345 | 0.2562          | 0.8208       | 0.9444        | 0.8193     | 0.8261         | 0.5588  | 0.8774 | 0.6667     | 0.8227     | 0.7847             |
| 0.3655        | 0.3496 | 1350 | 0.2516          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7915             |
| 0.3591        | 0.3509 | 1355 | 0.2538          | 0.8113       | 0.9315        | 0.8193     | 0.7826         | 0.5455  | 0.8718 | 0.6429     | 0.8009     | 0.7941             |
| 0.3078        | 0.3522 | 1360 | 0.2487          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7978             |
| 0.4676        | 0.3535 | 1365 | 0.2409          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.8038             |
| 0.2729        | 0.3548 | 1370 | 0.2476          | 0.8302       | 0.9452        | 0.8313     | 0.8261         | 0.5758  | 0.8846 | 0.6786     | 0.8287     | 0.7910             |
| 0.2647        | 0.3561 | 1375 | 0.2482          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7881             |
| 0.3468        | 0.3574 | 1380 | 0.2421          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7871             |
| 0.3689        | 0.3587 | 1385 | 0.2419          | 0.8868       | 0.9277        | 0.9277     | 0.7391         | 0.7391  | 0.9277 | 0.7391     | 0.8334     | 0.7889             |
| 0.3925        | 0.3600 | 1390 | 0.2448          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7892             |
| 0.3358        | 0.3613 | 1395 | 0.2591          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7842             |
| 0.3814        | 0.3626 | 1400 | 0.2521          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7894             |
| 0.3281        | 0.3639 | 1405 | 0.2483          | 0.8208       | 0.9324        | 0.8313     | 0.7826         | 0.5625  | 0.8790 | 0.6545     | 0.8070     | 0.7881             |
| 0.351         | 0.3652 | 1410 | 0.2485          | 0.8302       | 0.9333        | 0.8434     | 0.7826         | 0.5806  | 0.8861 | 0.6667     | 0.8130     | 0.7881             |
| 0.3232        | 0.3664 | 1415 | 0.2447          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.7910             |
| 0.3282        | 0.3677 | 1420 | 0.2395          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8015             |
| 0.2558        | 0.3690 | 1425 | 0.2378          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8043             |
| 0.3536        | 0.3703 | 1430 | 0.2370          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.8036             |
| 0.3328        | 0.3716 | 1435 | 0.2385          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.8004             |
| 0.4066        | 0.3729 | 1440 | 0.2358          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8064             |
| 0.4014        | 0.3742 | 1445 | 0.2416          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7991             |
| 0.34          | 0.3755 | 1450 | 0.2404          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8004             |
| 0.2611        | 0.3768 | 1455 | 0.2376          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8067             |
| 0.305         | 0.3781 | 1460 | 0.2375          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8114             |
| 0.3024        | 0.3794 | 1465 | 0.2358          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8172             |
| 0.3388        | 0.3807 | 1470 | 0.2364          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8193             |
| 0.3726        | 0.3820 | 1475 | 0.2365          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8258             |
| 0.2758        | 0.3833 | 1480 | 0.2435          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8188             |
| 0.3924        | 0.3846 | 1485 | 0.2483          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8172             |
| 0.2627        | 0.3859 | 1490 | 0.2395          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8269             |
| 0.3458        | 0.3872 | 1495 | 0.2389          | 0.8868       | 0.9176        | 0.9398     | 0.6957         | 0.7619  | 0.9286 | 0.7273     | 0.8177     | 0.8300             |
| 0.3076        | 0.3885 | 1500 | 0.2300          | 0.9057       | 0.9398        | 0.9398     | 0.7826         | 0.7826  | 0.9398 | 0.7826     | 0.8612     | 0.8329             |
| 0.3561        | 0.3898 | 1505 | 0.2363          | 0.8679       | 0.9481        | 0.8795     | 0.8261         | 0.6552  | 0.9125 | 0.7308     | 0.8528     | 0.8248             |
| 0.3359        | 0.3911 | 1510 | 0.2445          | 0.8679       | 0.9481        | 0.8795     | 0.8261         | 0.6552  | 0.9125 | 0.7308     | 0.8528     | 0.8188             |
| 0.3176        | 0.3923 | 1515 | 0.2342          | 0.9057       | 0.9506        | 0.9277     | 0.8261         | 0.76    | 0.9390 | 0.7917     | 0.8769     | 0.8214             |
| 0.4693        | 0.3936 | 1520 | 0.2276          | 0.9057       | 0.9398        | 0.9398     | 0.7826         | 0.7826  | 0.9398 | 0.7826     | 0.8612     | 0.8279             |
| 0.3103        | 0.3949 | 1525 | 0.2265          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8240             |
| 0.387         | 0.3962 | 1530 | 0.2410          | 0.8679       | 0.96          | 0.8675     | 0.8696         | 0.6452  | 0.9114 | 0.7407     | 0.8685     | 0.8164             |
| 0.3954        | 0.3975 | 1535 | 0.2305          | 0.8774       | 0.9487        | 0.8916     | 0.8261         | 0.6786  | 0.9193 | 0.7451     | 0.8588     | 0.8188             |
| 0.4095        | 0.3988 | 1540 | 0.2194          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8185             |
| 0.3173        | 0.4001 | 1545 | 0.2177          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8219             |
| 0.3294        | 0.4014 | 1550 | 0.2203          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8269             |
| 0.4283        | 0.4027 | 1555 | 0.2232          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8232             |
| 0.3474        | 0.4040 | 1560 | 0.2297          | 0.8774       | 0.9487        | 0.8916     | 0.8261         | 0.6786  | 0.9193 | 0.7451     | 0.8588     | 0.8198             |
| 0.2768        | 0.4053 | 1565 | 0.2286          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8122             |
| 0.3303        | 0.4066 | 1570 | 0.2316          | 0.8868       | 0.9494        | 0.9036     | 0.8261         | 0.7037  | 0.9259 | 0.76       | 0.8649     | 0.8067             |
| 0.3561        | 0.4079 | 1575 | 0.2285          | 0.8868       | 0.9494        | 0.9036     | 0.8261         | 0.7037  | 0.9259 | 0.76       | 0.8649     | 0.8098             |
| 0.3086        | 0.4092 | 1580 | 0.2283          | 0.8868       | 0.9494        | 0.9036     | 0.8261         | 0.7037  | 0.9259 | 0.76       | 0.8649     | 0.8114             |
| 0.3986        | 0.4105 | 1585 | 0.2327          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8127             |
| 0.3833        | 0.4118 | 1590 | 0.2338          | 0.8868       | 0.9494        | 0.9036     | 0.8261         | 0.7037  | 0.9259 | 0.76       | 0.8649     | 0.8119             |
| 0.3521        | 0.4131 | 1595 | 0.2304          | 0.8868       | 0.9494        | 0.9036     | 0.8261         | 0.7037  | 0.9259 | 0.76       | 0.8649     | 0.8133             |
| 0.3004        | 0.4144 | 1600 | 0.2291          | 0.8774       | 0.9487        | 0.8916     | 0.8261         | 0.6786  | 0.9193 | 0.7451     | 0.8588     | 0.8117             |
| 0.4528        | 0.4157 | 1605 | 0.2281          | 0.8774       | 0.9487        | 0.8916     | 0.8261         | 0.6786  | 0.9193 | 0.7451     | 0.8588     | 0.8133             |
| 0.368         | 0.4169 | 1610 | 0.2249          | 0.8774       | 0.9487        | 0.8916     | 0.8261         | 0.6786  | 0.9193 | 0.7451     | 0.8588     | 0.8096             |
| 0.4032        | 0.4182 | 1615 | 0.2219          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8135             |
| 0.3027        | 0.4195 | 1620 | 0.2235          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8083             |
| 0.3845        | 0.4208 | 1625 | 0.2223          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8098             |
| 0.339         | 0.4221 | 1630 | 0.2259          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8051             |
| 0.3152        | 0.4234 | 1635 | 0.2319          | 0.8774       | 0.9487        | 0.8916     | 0.8261         | 0.6786  | 0.9193 | 0.7451     | 0.8588     | 0.8038             |
| 0.2518        | 0.4247 | 1640 | 0.2213          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8085             |
| 0.3433        | 0.4260 | 1645 | 0.2171          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8098             |
| 0.3011        | 0.4273 | 1650 | 0.2189          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8088             |
| 0.3758        | 0.4286 | 1655 | 0.2200          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8075             |
| 0.4118        | 0.4299 | 1660 | 0.2264          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8067             |
| 0.4639        | 0.4312 | 1665 | 0.2307          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8023             |
| 0.299         | 0.4325 | 1670 | 0.2329          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8007             |
| 0.4068        | 0.4338 | 1675 | 0.2381          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7960             |
| 0.3179        | 0.4351 | 1680 | 0.2397          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7973             |
| 0.3615        | 0.4364 | 1685 | 0.2405          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.7970             |
| 0.3078        | 0.4377 | 1690 | 0.2391          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.7981             |
| 0.3348        | 0.4390 | 1695 | 0.2344          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.7975             |
| 0.2552        | 0.4403 | 1700 | 0.2309          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7986             |
| 0.297         | 0.4416 | 1705 | 0.2263          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.7988             |
| 0.3729        | 0.4428 | 1710 | 0.2265          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8023             |
| 0.3619        | 0.4441 | 1715 | 0.2276          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8025             |
| 0.3569        | 0.4454 | 1720 | 0.2297          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8030             |
| 0.2964        | 0.4467 | 1725 | 0.2303          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8062             |
| 0.3592        | 0.4480 | 1730 | 0.2325          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8028             |
| 0.3116        | 0.4493 | 1735 | 0.2365          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7996             |
| 0.3032        | 0.4506 | 1740 | 0.2346          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8023             |
| 0.3723        | 0.4519 | 1745 | 0.2375          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8002             |
| 0.3333        | 0.4532 | 1750 | 0.2338          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7965             |
| 0.2893        | 0.4545 | 1755 | 0.2295          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.7978             |
| 0.3372        | 0.4558 | 1760 | 0.2318          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7952             |
| 0.2779        | 0.4571 | 1765 | 0.2353          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7920             |
| 0.4383        | 0.4584 | 1770 | 0.2349          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8023             |
| 0.2975        | 0.4597 | 1775 | 0.2325          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8096             |
| 0.2963        | 0.4610 | 1780 | 0.2315          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8101             |
| 0.32          | 0.4623 | 1785 | 0.2378          | 0.8679       | 0.96          | 0.8675     | 0.8696         | 0.6452  | 0.9114 | 0.7407     | 0.8685     | 0.8146             |
| 0.3678        | 0.4636 | 1790 | 0.2441          | 0.8679       | 0.96          | 0.8675     | 0.8696         | 0.6452  | 0.9114 | 0.7407     | 0.8685     | 0.8088             |
| 0.2755        | 0.4649 | 1795 | 0.2387          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7996             |
| 0.2969        | 0.4662 | 1800 | 0.2326          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8007             |
| 0.3321        | 0.4675 | 1805 | 0.2287          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8023             |
| 0.3464        | 0.4687 | 1810 | 0.2284          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8017             |
| 0.2682        | 0.4700 | 1815 | 0.2333          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7991             |
| 0.265         | 0.4713 | 1820 | 0.2403          | 0.8491       | 0.9467        | 0.8554     | 0.8261         | 0.6129  | 0.8987 | 0.7037     | 0.8408     | 0.7988             |
| 0.3398        | 0.4726 | 1825 | 0.2307          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8009             |
| 0.3064        | 0.4739 | 1830 | 0.2279          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8049             |
| 0.3417        | 0.4752 | 1835 | 0.2271          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8051             |
| 0.3835        | 0.4765 | 1840 | 0.2277          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8078             |
| 0.2641        | 0.4778 | 1845 | 0.2282          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8091             |
| 0.3117        | 0.4791 | 1850 | 0.2311          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.8117             |
| 0.2794        | 0.4804 | 1855 | 0.2295          | 0.8585       | 0.9474        | 0.8675     | 0.8261         | 0.6333  | 0.9057 | 0.7170     | 0.8468     | 0.8169             |
| 0.3126        | 0.4817 | 1860 | 0.2176          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8235             |
| 0.4118        | 0.4830 | 1865 | 0.2136          | 0.8962       | 0.9390        | 0.9277     | 0.7826         | 0.75    | 0.9333 | 0.7660     | 0.8552     | 0.8284             |
| 0.3802        | 0.4843 | 1870 | 0.2165          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8224             |
| 0.3622        | 0.4856 | 1875 | 0.2222          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8188             |
| 0.4002        | 0.4869 | 1880 | 0.2256          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8138             |
| 0.3285        | 0.4882 | 1885 | 0.2233          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8135             |
| 0.3076        | 0.4895 | 1890 | 0.2253          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8098             |
| 0.3284        | 0.4908 | 1895 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8025             |
| 0.3819        | 0.4921 | 1900 | 0.2354          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8023             |
| 0.3997        | 0.4933 | 1905 | 0.2290          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8036             |
| 0.3421        | 0.4946 | 1910 | 0.2281          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8020             |
| 0.2857        | 0.4959 | 1915 | 0.2343          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.7968             |
| 0.3289        | 0.4972 | 1920 | 0.2361          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7944             |
| 0.4493        | 0.4985 | 1925 | 0.2375          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7983             |
| 0.339         | 0.4998 | 1930 | 0.2349          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7965             |
| 0.3708        | 0.5011 | 1935 | 0.2307          | 0.8962       | 0.9390        | 0.9277     | 0.7826         | 0.75    | 0.9333 | 0.7660     | 0.8552     | 0.7965             |
| 0.4301        | 0.5024 | 1940 | 0.2307          | 0.9151       | 0.9405        | 0.9518     | 0.7826         | 0.8182  | 0.9461 | 0.8        | 0.8672     | 0.7988             |
| 0.2989        | 0.5037 | 1945 | 0.2296          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.7954             |
| 0.3095        | 0.5050 | 1950 | 0.2343          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7923             |
| 0.3901        | 0.5063 | 1955 | 0.2334          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.7978             |
| 0.3386        | 0.5076 | 1960 | 0.2289          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8025             |
| 0.3793        | 0.5089 | 1965 | 0.2240          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8070             |
| 0.2962        | 0.5102 | 1970 | 0.2242          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8062             |
| 0.3446        | 0.5115 | 1975 | 0.2251          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8062             |
| 0.4045        | 0.5128 | 1980 | 0.2238          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8062             |
| 0.316         | 0.5141 | 1985 | 0.2280          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8070             |
| 0.3228        | 0.5154 | 1990 | 0.2276          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8072             |
| 0.3156        | 0.5167 | 1995 | 0.2291          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8064             |
| 0.2608        | 0.5180 | 2000 | 0.2311          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.7988             |
| 0.4435        | 0.5192 | 2005 | 0.2325          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8004             |
| 0.3391        | 0.5205 | 2010 | 0.2307          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8004             |
| 0.3383        | 0.5218 | 2015 | 0.2323          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8004             |
| 0.2582        | 0.5231 | 2020 | 0.2356          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8017             |
| 0.3413        | 0.5244 | 2025 | 0.2366          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8041             |
| 0.4715        | 0.5257 | 2030 | 0.2377          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8054             |
| 0.4363        | 0.5270 | 2035 | 0.2389          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8041             |
| 0.3805        | 0.5283 | 2040 | 0.2406          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8091             |
| 0.3781        | 0.5296 | 2045 | 0.2390          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8030             |
| 0.3984        | 0.5309 | 2050 | 0.2391          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8049             |
| 0.3265        | 0.5322 | 2055 | 0.2375          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8028             |
| 0.3302        | 0.5335 | 2060 | 0.2332          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8049             |
| 0.3741        | 0.5348 | 2065 | 0.2304          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8059             |
| 0.4384        | 0.5361 | 2070 | 0.2304          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8038             |
| 0.3046        | 0.5374 | 2075 | 0.2299          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8025             |
| 0.3052        | 0.5387 | 2080 | 0.2280          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8033             |
| 0.3378        | 0.5400 | 2085 | 0.2276          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8046             |
| 0.2983        | 0.5413 | 2090 | 0.2218          | 0.8491       | 0.9241        | 0.8795     | 0.7391         | 0.6296  | 0.9012 | 0.68       | 0.8093     | 0.8114             |
| 0.2911        | 0.5426 | 2095 | 0.2215          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8240             |
| 0.3407        | 0.5438 | 2100 | 0.2210          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8237             |
| 0.2646        | 0.5451 | 2105 | 0.2218          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8185             |
| 0.3324        | 0.5464 | 2110 | 0.2260          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8167             |
| 0.2649        | 0.5477 | 2115 | 0.2314          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8143             |
| 0.3338        | 0.5490 | 2120 | 0.2303          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8125             |
| 0.3547        | 0.5503 | 2125 | 0.2300          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8080             |
| 0.2791        | 0.5516 | 2130 | 0.2318          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8059             |
| 0.3365        | 0.5529 | 2135 | 0.2331          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8059             |
| 0.4208        | 0.5542 | 2140 | 0.2367          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8043             |
| 0.2926        | 0.5555 | 2145 | 0.2419          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.7999             |
| 0.2989        | 0.5568 | 2150 | 0.2338          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8059             |
| 0.3969        | 0.5581 | 2155 | 0.2334          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8051             |
| 0.3484        | 0.5594 | 2160 | 0.2357          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8119             |
| 0.2706        | 0.5607 | 2165 | 0.2374          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8046             |
| 0.3172        | 0.5620 | 2170 | 0.2396          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8049             |
| 0.3445        | 0.5633 | 2175 | 0.2395          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8036             |
| 0.2992        | 0.5646 | 2180 | 0.2369          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8046             |
| 0.3641        | 0.5659 | 2185 | 0.2373          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8085             |
| 0.4202        | 0.5672 | 2190 | 0.2387          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8075             |
| 0.3493        | 0.5685 | 2195 | 0.2424          | 0.8491       | 0.9351        | 0.8675     | 0.7826         | 0.6207  | 0.9    | 0.6923     | 0.8250     | 0.8028             |
| 0.3481        | 0.5697 | 2200 | 0.2392          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8059             |
| 0.2987        | 0.5710 | 2205 | 0.2368          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8080             |
| 0.3442        | 0.5723 | 2210 | 0.2353          | 0.8679       | 0.9157        | 0.9157     | 0.6957         | 0.6957  | 0.9157 | 0.6957     | 0.8057     | 0.8104             |
| 0.3805        | 0.5736 | 2215 | 0.2351          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8075             |
| 0.3557        | 0.5749 | 2220 | 0.2386          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8049             |
| 0.2911        | 0.5762 | 2225 | 0.2395          | 0.8679       | 0.9481        | 0.8795     | 0.8261         | 0.6552  | 0.9125 | 0.7308     | 0.8528     | 0.8009             |
| 0.2965        | 0.5775 | 2230 | 0.2357          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8062             |
| 0.3021        | 0.5788 | 2235 | 0.2292          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8091             |
| 0.3153        | 0.5801 | 2240 | 0.2262          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8127             |
| 0.2655        | 0.5814 | 2245 | 0.2242          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8135             |
| 0.2963        | 0.5827 | 2250 | 0.2228          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8135             |
| 0.2214        | 0.5840 | 2255 | 0.2210          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8151             |
| 0.2183        | 0.5853 | 2260 | 0.2233          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8101             |
| 0.3383        | 0.5866 | 2265 | 0.2247          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8114             |
| 0.2646        | 0.5879 | 2270 | 0.2247          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8130             |
| 0.3234        | 0.5892 | 2275 | 0.2279          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8064             |
| 0.3629        | 0.5905 | 2280 | 0.2269          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8098             |
| 0.302         | 0.5918 | 2285 | 0.2304          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8080             |
| 0.3766        | 0.5931 | 2290 | 0.2291          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8078             |
| 0.2626        | 0.5943 | 2295 | 0.2272          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8140             |
| 0.3562        | 0.5956 | 2300 | 0.2263          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8198             |
| 0.4399        | 0.5969 | 2305 | 0.2260          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8235             |
| 0.3262        | 0.5982 | 2310 | 0.2292          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8206             |
| 0.3904        | 0.5995 | 2315 | 0.2330          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8190             |
| 0.4022        | 0.6008 | 2320 | 0.2346          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8127             |
| 0.2713        | 0.6021 | 2325 | 0.2383          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8125             |
| 0.2645        | 0.6034 | 2330 | 0.2370          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8130             |
| 0.3263        | 0.6047 | 2335 | 0.2370          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8182             |
| 0.3976        | 0.6060 | 2340 | 0.2370          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8190             |
| 0.3357        | 0.6073 | 2345 | 0.2365          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8180             |
| 0.4131        | 0.6086 | 2350 | 0.2378          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8177             |
| 0.3178        | 0.6099 | 2355 | 0.2385          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8182             |
| 0.2924        | 0.6112 | 2360 | 0.2378          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8161             |
| 0.3368        | 0.6125 | 2365 | 0.2348          | 0.8585       | 0.925         | 0.8916     | 0.7391         | 0.6538  | 0.9080 | 0.6939     | 0.8153     | 0.8203             |
| 0.3275        | 0.6138 | 2370 | 0.2328          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8232             |
| 0.3317        | 0.6151 | 2375 | 0.2319          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8256             |
| 0.3134        | 0.6164 | 2380 | 0.2293          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8250             |
| 0.4138        | 0.6177 | 2385 | 0.2262          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8308             |
| 0.3317        | 0.6190 | 2390 | 0.2254          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.316         | 0.6202 | 2395 | 0.2244          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.3986        | 0.6215 | 2400 | 0.2254          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8373             |
| 0.3845        | 0.6228 | 2405 | 0.2324          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8311             |
| 0.3431        | 0.6241 | 2410 | 0.2327          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8271             |
| 0.3856        | 0.6254 | 2415 | 0.2344          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8295             |
| 0.2853        | 0.6267 | 2420 | 0.2343          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8300             |
| 0.4101        | 0.6280 | 2425 | 0.2348          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8305             |
| 0.3047        | 0.6293 | 2430 | 0.2336          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8269             |
| 0.3728        | 0.6306 | 2435 | 0.2315          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8282             |
| 0.3549        | 0.6319 | 2440 | 0.2316          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.3338        | 0.6332 | 2445 | 0.2322          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8279             |
| 0.2826        | 0.6345 | 2450 | 0.2329          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8292             |
| 0.3451        | 0.6358 | 2455 | 0.2329          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8279             |
| 0.3222        | 0.6371 | 2460 | 0.2325          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8282             |
| 0.2941        | 0.6384 | 2465 | 0.2335          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8256             |
| 0.3246        | 0.6397 | 2470 | 0.2350          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8229             |
| 0.2754        | 0.6410 | 2475 | 0.2346          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8243             |
| 0.2586        | 0.6423 | 2480 | 0.2343          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8222             |
| 0.3283        | 0.6436 | 2485 | 0.2338          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8208             |
| 0.2673        | 0.6448 | 2490 | 0.2336          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8208             |
| 0.3163        | 0.6461 | 2495 | 0.2325          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8201             |
| 0.302         | 0.6474 | 2500 | 0.2336          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8216             |
| 0.3411        | 0.6487 | 2505 | 0.2330          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8198             |
| 0.2785        | 0.6500 | 2510 | 0.2319          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8172             |
| 0.3423        | 0.6513 | 2515 | 0.2299          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8174             |
| 0.3008        | 0.6526 | 2520 | 0.2282          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8161             |
| 0.2654        | 0.6539 | 2525 | 0.2251          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8177             |
| 0.3715        | 0.6552 | 2530 | 0.2223          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8203             |
| 0.2704        | 0.6565 | 2535 | 0.2224          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8180             |
| 0.3099        | 0.6578 | 2540 | 0.2230          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8211             |
| 0.3208        | 0.6591 | 2545 | 0.2241          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8240             |
| 0.2928        | 0.6604 | 2550 | 0.2270          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8188             |
| 0.2515        | 0.6617 | 2555 | 0.2239          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8269             |
| 0.2918        | 0.6630 | 2560 | 0.2249          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8256             |
| 0.2965        | 0.6643 | 2565 | 0.2231          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8271             |
| 0.4153        | 0.6656 | 2570 | 0.2238          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8256             |
| 0.2956        | 0.6669 | 2575 | 0.2249          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8269             |
| 0.3324        | 0.6682 | 2580 | 0.2228          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8269             |
| 0.2707        | 0.6695 | 2585 | 0.2277          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8245             |
| 0.3374        | 0.6707 | 2590 | 0.2263          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8261             |
| 0.3529        | 0.6720 | 2595 | 0.2317          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8224             |
| 0.3131        | 0.6733 | 2600 | 0.2324          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8229             |
| 0.2851        | 0.6746 | 2605 | 0.2281          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8237             |
| 0.2897        | 0.6759 | 2610 | 0.2258          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8245             |
| 0.389         | 0.6772 | 2615 | 0.2273          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8253             |
| 0.3077        | 0.6785 | 2620 | 0.2303          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8240             |
| 0.3394        | 0.6798 | 2625 | 0.2332          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8245             |
| 0.2792        | 0.6811 | 2630 | 0.2321          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8248             |
| 0.3237        | 0.6824 | 2635 | 0.2259          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8271             |
| 0.3727        | 0.6837 | 2640 | 0.2248          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8271             |
| 0.2624        | 0.6850 | 2645 | 0.2243          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8287             |
| 0.3145        | 0.6863 | 2650 | 0.2220          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8321             |
| 0.3612        | 0.6876 | 2655 | 0.2206          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8332             |
| 0.353         | 0.6889 | 2660 | 0.2203          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8316             |
| 0.2892        | 0.6902 | 2665 | 0.2200          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.2944        | 0.6915 | 2670 | 0.2214          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.3508        | 0.6928 | 2675 | 0.2207          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8329             |
| 0.3146        | 0.6941 | 2680 | 0.2213          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8360             |
| 0.3075        | 0.6953 | 2685 | 0.2208          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.4552        | 0.6966 | 2690 | 0.2206          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8318             |
| 0.3558        | 0.6979 | 2695 | 0.2229          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8303             |
| 0.3146        | 0.6992 | 2700 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8274             |
| 0.3673        | 0.7005 | 2705 | 0.2283          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8256             |
| 0.3252        | 0.7018 | 2710 | 0.2299          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8219             |
| 0.3211        | 0.7031 | 2715 | 0.2297          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8274             |
| 0.3428        | 0.7044 | 2720 | 0.2288          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8258             |
| 0.2832        | 0.7057 | 2725 | 0.2289          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8271             |
| 0.302         | 0.7070 | 2730 | 0.2293          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8227             |
| 0.2648        | 0.7083 | 2735 | 0.2309          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8237             |
| 0.3421        | 0.7096 | 2740 | 0.2318          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8227             |
| 0.3708        | 0.7109 | 2745 | 0.2295          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8256             |
| 0.2703        | 0.7122 | 2750 | 0.2309          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8263             |
| 0.3213        | 0.7135 | 2755 | 0.2284          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8266             |
| 0.3316        | 0.7148 | 2760 | 0.2274          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8284             |
| 0.4587        | 0.7161 | 2765 | 0.2266          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8329             |
| 0.3259        | 0.7174 | 2770 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8308             |
| 0.2909        | 0.7187 | 2775 | 0.2294          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8321             |
| 0.3172        | 0.7200 | 2780 | 0.2311          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8311             |
| 0.2914        | 0.7212 | 2785 | 0.2312          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8316             |
| 0.3123        | 0.7225 | 2790 | 0.2303          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8334             |
| 0.3306        | 0.7238 | 2795 | 0.2309          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8313             |
| 0.2358        | 0.7251 | 2800 | 0.2294          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.3099        | 0.7264 | 2805 | 0.2281          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.2632        | 0.7277 | 2810 | 0.2277          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8329             |
| 0.2798        | 0.7290 | 2815 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.273         | 0.7303 | 2820 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8363             |
| 0.3104        | 0.7316 | 2825 | 0.2260          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.2524        | 0.7329 | 2830 | 0.2254          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8347             |
| 0.3164        | 0.7342 | 2835 | 0.2266          | 0.8679       | 0.9259        | 0.9036     | 0.7391         | 0.68    | 0.9146 | 0.7083     | 0.8214     | 0.8366             |
| 0.3917        | 0.7355 | 2840 | 0.2263          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8389             |
| 0.2894        | 0.7368 | 2845 | 0.2294          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8355             |
| 0.3442        | 0.7381 | 2850 | 0.2298          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8332             |
| 0.3155        | 0.7394 | 2855 | 0.2315          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8318             |
| 0.3458        | 0.7407 | 2860 | 0.2334          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8305             |
| 0.2657        | 0.7420 | 2865 | 0.2337          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8326             |
| 0.2811        | 0.7433 | 2870 | 0.2327          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8311             |
| 0.318         | 0.7446 | 2875 | 0.2304          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8326             |
| 0.4133        | 0.7458 | 2880 | 0.2308          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8334             |
| 0.3136        | 0.7471 | 2885 | 0.2311          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8334             |
| 0.2459        | 0.7484 | 2890 | 0.2294          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8347             |
| 0.2706        | 0.7497 | 2895 | 0.2265          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.3098        | 0.7510 | 2900 | 0.2273          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8392             |
| 0.3244        | 0.7523 | 2905 | 0.2287          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8376             |
| 0.3176        | 0.7536 | 2910 | 0.2287          | 0.8774       | 0.9268        | 0.9157     | 0.7391         | 0.7083  | 0.9212 | 0.7234     | 0.8274     | 0.8384             |
| 0.3456        | 0.7549 | 2915 | 0.2282          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8368             |
| 0.4299        | 0.7562 | 2920 | 0.2282          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.3727        | 0.7575 | 2925 | 0.2295          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8350             |
| 0.3304        | 0.7588 | 2930 | 0.2297          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8347             |
| 0.3248        | 0.7601 | 2935 | 0.2293          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8339             |
| 0.3117        | 0.7614 | 2940 | 0.2292          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.2599        | 0.7627 | 2945 | 0.2278          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.303         | 0.7640 | 2950 | 0.2278          | 0.8868       | 0.9383        | 0.9157     | 0.7826         | 0.72    | 0.9268 | 0.75       | 0.8491     | 0.8342             |
| 0.3071        | 0.7653 | 2955 | 0.2270          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8384             |
| 0.2732        | 0.7666 | 2960 | 0.2277          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8381             |
| 0.3645        | 0.7679 | 2965 | 0.2312          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8339             |
| 0.3773        | 0.7692 | 2970 | 0.2314          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8379             |
| 0.402         | 0.7705 | 2975 | 0.2298          | 0.8585       | 0.9359        | 0.8795     | 0.7826         | 0.6429  | 0.9068 | 0.7059     | 0.8311     | 0.8350             |
| 0.3187        | 0.7717 | 2980 | 0.2284          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8379             |
| 0.3145        | 0.7730 | 2985 | 0.2284          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.2569        | 0.7743 | 2990 | 0.2273          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8366             |
| 0.2209        | 0.7756 | 2995 | 0.2266          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.2923        | 0.7769 | 3000 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3716        | 0.7782 | 3005 | 0.2256          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8405             |
| 0.2933        | 0.7795 | 3010 | 0.2249          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8402             |
| 0.3429        | 0.7808 | 3015 | 0.2252          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3578        | 0.7821 | 3020 | 0.2258          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8387             |
| 0.2833        | 0.7834 | 3025 | 0.2252          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8376             |
| 0.2476        | 0.7847 | 3030 | 0.2253          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8360             |
| 0.3453        | 0.7860 | 3035 | 0.2243          | 0.8679       | 0.9367        | 0.8916     | 0.7826         | 0.6667  | 0.9136 | 0.72       | 0.8371     | 0.8387             |
| 0.3436        | 0.7873 | 3040 | 0.2243          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8360             |
| 0.2847        | 0.7886 | 3045 | 0.2252          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8363             |
| 0.256         | 0.7899 | 3050 | 0.2264          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8368             |
| 0.2937        | 0.7912 | 3055 | 0.2263          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8366             |
| 0.3288        | 0.7925 | 3060 | 0.2274          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3003        | 0.7938 | 3065 | 0.2262          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8371             |
| 0.3348        | 0.7951 | 3070 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8394             |
| 0.337         | 0.7963 | 3075 | 0.2248          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8363             |
| 0.3165        | 0.7976 | 3080 | 0.2258          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8379             |
| 0.403         | 0.7989 | 3085 | 0.2250          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8381             |
| 0.4929        | 0.8002 | 3090 | 0.2249          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8384             |
| 0.296         | 0.8015 | 3095 | 0.2267          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3875        | 0.8028 | 3100 | 0.2251          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8384             |
| 0.3255        | 0.8041 | 3105 | 0.2246          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8389             |
| 0.2851        | 0.8054 | 3110 | 0.2246          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3259        | 0.8067 | 3115 | 0.2244          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.3765        | 0.8080 | 3120 | 0.2244          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8387             |
| 0.3897        | 0.8093 | 3125 | 0.2256          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8353             |
| 0.2984        | 0.8106 | 3130 | 0.2248          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8350             |
| 0.3888        | 0.8119 | 3135 | 0.2234          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.3551        | 0.8132 | 3140 | 0.2231          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.3048        | 0.8145 | 3145 | 0.2222          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3493        | 0.8158 | 3150 | 0.2244          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.3089        | 0.8171 | 3155 | 0.2242          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.3815        | 0.8184 | 3160 | 0.2231          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8381             |
| 0.3117        | 0.8197 | 3165 | 0.2243          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8360             |
| 0.3544        | 0.8210 | 3170 | 0.2253          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.2964        | 0.8222 | 3175 | 0.2257          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.3116        | 0.8235 | 3180 | 0.2258          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8345             |
| 0.4469        | 0.8248 | 3185 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.2584        | 0.8261 | 3190 | 0.2288          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.2547        | 0.8274 | 3195 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8371             |
| 0.345         | 0.8287 | 3200 | 0.2290          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.2989        | 0.8300 | 3205 | 0.2270          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3324        | 0.8313 | 3210 | 0.2260          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8345             |
| 0.3451        | 0.8326 | 3215 | 0.2247          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8350             |
| 0.3788        | 0.8339 | 3220 | 0.2250          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3787        | 0.8352 | 3225 | 0.2243          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8397             |
| 0.3614        | 0.8365 | 3230 | 0.2245          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8363             |
| 0.2788        | 0.8378 | 3235 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.3332        | 0.8391 | 3240 | 0.2253          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8366             |
| 0.3411        | 0.8404 | 3245 | 0.2259          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.2827        | 0.8417 | 3250 | 0.2263          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.3121        | 0.8430 | 3255 | 0.2263          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.388         | 0.8443 | 3260 | 0.2257          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.3901        | 0.8456 | 3265 | 0.2257          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.3436        | 0.8468 | 3270 | 0.2245          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8363             |
| 0.3027        | 0.8481 | 3275 | 0.2252          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.3104        | 0.8494 | 3280 | 0.2254          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8350             |
| 0.3265        | 0.8507 | 3285 | 0.2234          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8387             |
| 0.2989        | 0.8520 | 3290 | 0.2242          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8371             |
| 0.3417        | 0.8533 | 3295 | 0.2236          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8353             |
| 0.3026        | 0.8546 | 3300 | 0.2241          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8329             |
| 0.2856        | 0.8559 | 3305 | 0.2239          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8366             |
| 0.3083        | 0.8572 | 3310 | 0.2241          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.3505        | 0.8585 | 3315 | 0.2243          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8342             |
| 0.3324        | 0.8598 | 3320 | 0.2243          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8376             |
| 0.3153        | 0.8611 | 3325 | 0.2255          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.322         | 0.8624 | 3330 | 0.2257          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8316             |
| 0.3991        | 0.8637 | 3335 | 0.2250          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.4041        | 0.8650 | 3340 | 0.2262          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.2992        | 0.8663 | 3345 | 0.2270          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8313             |
| 0.3549        | 0.8676 | 3350 | 0.2267          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.2997        | 0.8689 | 3355 | 0.2268          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8350             |
| 0.2971        | 0.8702 | 3360 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.3836        | 0.8715 | 3365 | 0.2271          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.2309        | 0.8727 | 3370 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8321             |
| 0.3642        | 0.8740 | 3375 | 0.2274          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.3275        | 0.8753 | 3380 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.3223        | 0.8766 | 3385 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.2606        | 0.8779 | 3390 | 0.2269          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.3536        | 0.8792 | 3395 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.332         | 0.8805 | 3400 | 0.2273          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.2549        | 0.8818 | 3405 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.3613        | 0.8831 | 3410 | 0.2266          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.2942        | 0.8844 | 3415 | 0.2269          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8345             |
| 0.363         | 0.8857 | 3420 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8329             |
| 0.2947        | 0.8870 | 3425 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8311             |
| 0.3674        | 0.8883 | 3430 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.3856        | 0.8896 | 3435 | 0.2283          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8316             |
| 0.4424        | 0.8909 | 3440 | 0.2282          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8305             |
| 0.3285        | 0.8922 | 3445 | 0.2282          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8303             |
| 0.2185        | 0.8935 | 3450 | 0.2287          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.3818        | 0.8948 | 3455 | 0.2288          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8300             |
| 0.4453        | 0.8961 | 3460 | 0.2287          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8303             |
| 0.225         | 0.8973 | 3465 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8308             |
| 0.2888        | 0.8986 | 3470 | 0.2287          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8318             |
| 0.252         | 0.8999 | 3475 | 0.2289          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8305             |
| 0.2338        | 0.9012 | 3480 | 0.2284          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8318             |
| 0.317         | 0.9025 | 3485 | 0.2294          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8329             |
| 0.2806        | 0.9038 | 3490 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8308             |
| 0.2968        | 0.9051 | 3495 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8313             |
| 0.3419        | 0.9064 | 3500 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.2929        | 0.9077 | 3505 | 0.2291          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.3029        | 0.9090 | 3510 | 0.2294          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8305             |
| 0.2483        | 0.9103 | 3515 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.444         | 0.9116 | 3520 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.3122        | 0.9129 | 3525 | 0.2277          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8350             |
| 0.3378        | 0.9142 | 3530 | 0.2273          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.314         | 0.9155 | 3535 | 0.2273          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8318             |
| 0.3561        | 0.9168 | 3540 | 0.2274          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.2942        | 0.9181 | 3545 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.3138        | 0.9194 | 3550 | 0.2270          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.2341        | 0.9207 | 3555 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8311             |
| 0.3262        | 0.9220 | 3560 | 0.2267          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.2564        | 0.9232 | 3565 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.3618        | 0.9245 | 3570 | 0.2277          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.3529        | 0.9258 | 3575 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8313             |
| 0.3478        | 0.9271 | 3580 | 0.2271          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8373             |
| 0.3754        | 0.9284 | 3585 | 0.2277          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.3496        | 0.9297 | 3590 | 0.2273          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8303             |
| 0.3672        | 0.9310 | 3595 | 0.2281          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.321         | 0.9323 | 3600 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.4098        | 0.9336 | 3605 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8318             |
| 0.2378        | 0.9349 | 3610 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8345             |
| 0.248         | 0.9362 | 3615 | 0.2281          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.2971        | 0.9375 | 3620 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.3409        | 0.9388 | 3625 | 0.2269          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8318             |
| 0.3358        | 0.9401 | 3630 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.3403        | 0.9414 | 3635 | 0.2267          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.2999        | 0.9427 | 3640 | 0.2278          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8313             |
| 0.3059        | 0.9440 | 3645 | 0.2281          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.3343        | 0.9453 | 3650 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.4361        | 0.9466 | 3655 | 0.2281          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.2859        | 0.9478 | 3660 | 0.2278          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.3317        | 0.9491 | 3665 | 0.2277          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.3255        | 0.9504 | 3670 | 0.2293          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.2971        | 0.9517 | 3675 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.2203        | 0.9530 | 3680 | 0.2282          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8298             |
| 0.3149        | 0.9543 | 3685 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.2911        | 0.9556 | 3690 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8316             |
| 0.3035        | 0.9569 | 3695 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8358             |
| 0.3141        | 0.9582 | 3700 | 0.2267          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8345             |
| 0.2557        | 0.9595 | 3705 | 0.2265          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8342             |
| 0.402         | 0.9608 | 3710 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8342             |
| 0.2705        | 0.9621 | 3715 | 0.2274          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.3006        | 0.9634 | 3720 | 0.2264          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.328         | 0.9647 | 3725 | 0.2268          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.3936        | 0.9660 | 3730 | 0.2267          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8329             |
| 0.3143        | 0.9673 | 3735 | 0.2261          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.3943        | 0.9686 | 3740 | 0.2279          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8324             |
| 0.3129        | 0.9699 | 3745 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.3553        | 0.9712 | 3750 | 0.2260          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.2791        | 0.9725 | 3755 | 0.2281          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.2906        | 0.9737 | 3760 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8308             |
| 0.3012        | 0.9750 | 3765 | 0.2268          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8295             |
| 0.3153        | 0.9763 | 3770 | 0.2271          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.2142        | 0.9776 | 3775 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8345             |
| 0.2568        | 0.9789 | 3780 | 0.2273          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.3061        | 0.9802 | 3785 | 0.2265          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8355             |
| 0.3525        | 0.9815 | 3790 | 0.2278          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.3954        | 0.9828 | 3795 | 0.2278          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8342             |
| 0.2347        | 0.9841 | 3800 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8334             |
| 0.3124        | 0.9854 | 3805 | 0.2266          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8292             |
| 0.3212        | 0.9867 | 3810 | 0.2264          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8347             |
| 0.2936        | 0.9880 | 3815 | 0.2280          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8326             |
| 0.3691        | 0.9893 | 3820 | 0.2271          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.2809        | 0.9906 | 3825 | 0.2278          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8337             |
| 0.263         | 0.9919 | 3830 | 0.2274          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8339             |
| 0.2528        | 0.9932 | 3835 | 0.2266          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8379             |
| 0.3202        | 0.9945 | 3840 | 0.2281          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8313             |
| 0.3664        | 0.9958 | 3845 | 0.2272          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.2828        | 0.9971 | 3850 | 0.2276          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8342             |
| 0.3699        | 0.9983 | 3855 | 0.2277          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8332             |
| 0.3282        | 0.9996 | 3860 | 0.2275          | 0.8774       | 0.9375        | 0.9036     | 0.7826         | 0.6923  | 0.9202 | 0.7347     | 0.8431     | 0.8313             |


### Framework versions

- Transformers 4.46.0
- Pytorch 2.4.0+cu118
- Datasets 3.0.0
- Tokenizers 0.20.1