pytorch tensorboard wavlm automatic-speech-recognition dataset:vin_data_vlsp transformers phongdtd/VinDataVLSP generated_from_trainer model-index
---
tags:
- automatic-speech-recognition
- phongdtd/VinDataVLSP
- generated_from_trainer
datasets:
- vin_data_vlsp
model-index:
- name: wavlm-vindata-demo-dist
  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. -->

# wavlm-vindata-demo-dist

This model is a fine-tuned version of [microsoft/wavlm-base](https://huggingface.co/microsoft/wavlm-base) on the PHONGDTD/VINDATAVLSP - NA dataset.
It achieves the following results on the evaluation set:
- Loss: 3.4439
- Wer: 1.0

## 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: 0.0003
- train_batch_size: 1
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 2
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 15.0
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step   | Validation Loss | Wer |
|:-------------:|:-----:|:------:|:---------------:|:---:|
| 4.0704        | 0.01  | 100    | 3.8768          | 1.0 |
| 3.6236        | 0.01  | 200    | 3.4611          | 1.0 |
| 6.597         | 0.02  | 300    | 3.4557          | 1.0 |
| 3.4744        | 0.03  | 400    | 3.4567          | 1.0 |
| 5.3992        | 0.04  | 500    | 3.4631          | 1.0 |
| 4.5348        | 0.04  | 600    | 3.4651          | 1.0 |
| 3.2457        | 0.05  | 700    | 3.4917          | 1.0 |
| 3.9245        | 0.06  | 800    | 3.4680          | 1.0 |
| 3.2904        | 0.07  | 900    | 3.4518          | 1.0 |
| 3.4768        | 0.07  | 1000   | 3.4506          | 1.0 |
| 3.2418        | 0.08  | 1100   | 3.4474          | 1.0 |
| 3.3111        | 0.09  | 1200   | 3.4684          | 1.0 |
| 3.986         | 0.09  | 1300   | 3.4465          | 1.0 |
| 4.3206        | 0.1   | 1400   | 3.4723          | 1.0 |
| 4.682         | 0.11  | 1500   | 3.4732          | 1.0 |
| 4.858         | 0.12  | 1600   | 3.4416          | 1.0 |
| 3.2949        | 0.12  | 1700   | 3.4481          | 1.0 |
| 3.4435        | 0.13  | 1800   | 3.4570          | 1.0 |
| 5.0695        | 0.14  | 1900   | 3.4448          | 1.0 |
| 3.4962        | 0.14  | 2000   | 3.4416          | 1.0 |
| 3.4891        | 0.15  | 2100   | 3.4455          | 1.0 |
| 4.1281        | 0.16  | 2200   | 3.4447          | 1.0 |
| 3.5956        | 0.17  | 2300   | 3.4512          | 1.0 |
| 3.6312        | 0.17  | 2400   | 3.4484          | 1.0 |
| 4.5383        | 0.18  | 2500   | 3.4435          | 1.0 |
| 6.1329        | 0.19  | 2600   | 3.4530          | 1.0 |
| 3.709         | 0.2   | 2700   | 3.4466          | 1.0 |
| 3.289         | 0.2   | 2800   | 3.4463          | 1.0 |
| 4.3301        | 0.21  | 2900   | 3.4418          | 1.0 |
| 4.6656        | 0.22  | 3000   | 3.4447          | 1.0 |
| 3.4288        | 0.22  | 3100   | 3.4715          | 1.0 |
| 3.5506        | 0.23  | 3200   | 3.4437          | 1.0 |
| 3.7497        | 0.24  | 3300   | 3.4910          | 1.0 |
| 3.5198        | 0.25  | 3400   | 3.4574          | 1.0 |
| 3.4183        | 0.25  | 3500   | 3.4607          | 1.0 |
| 4.5573        | 0.26  | 3600   | 3.4421          | 1.0 |
| 3.5737        | 0.27  | 3700   | 3.4481          | 1.0 |
| 4.9008        | 0.28  | 3800   | 3.4411          | 1.0 |
| 4.8725        | 0.28  | 3900   | 3.4422          | 1.0 |
| 3.5799        | 0.29  | 4000   | 3.4659          | 1.0 |
| 3.3257        | 0.3   | 4100   | 3.4519          | 1.0 |
| 3.6887        | 0.3   | 4200   | 3.4827          | 1.0 |
| 3.3037        | 0.31  | 4300   | 3.4632          | 1.0 |
| 5.5543        | 0.32  | 4400   | 3.4480          | 1.0 |
| 3.2898        | 0.33  | 4500   | 3.4404          | 1.0 |
| 3.2794        | 0.33  | 4600   | 3.4633          | 1.0 |
| 3.7896        | 0.34  | 4700   | 3.4439          | 1.0 |
| 3.6662        | 0.35  | 4800   | 3.4587          | 1.0 |
| 3.588         | 0.35  | 4900   | 3.4520          | 1.0 |
| 4.0535        | 0.36  | 5000   | 3.4450          | 1.0 |
| 3.4335        | 0.37  | 5100   | 3.4577          | 1.0 |
| 3.6317        | 0.38  | 5200   | 3.4443          | 1.0 |
| 5.2564        | 0.38  | 5300   | 3.4505          | 1.0 |
| 3.8781        | 0.39  | 5400   | 3.4418          | 1.0 |
| 4.6269        | 0.4   | 5500   | 3.4425          | 1.0 |
| 3.6095        | 0.41  | 5600   | 3.4581          | 1.0 |
| 4.6164        | 0.41  | 5700   | 3.4404          | 1.0 |
| 3.117         | 0.42  | 5800   | 3.4596          | 1.0 |
| 4.3939        | 0.43  | 5900   | 3.4401          | 1.0 |
| 3.5856        | 0.43  | 6000   | 3.4413          | 1.0 |
| 3.5187        | 0.44  | 6100   | 3.4452          | 1.0 |
| 4.7991        | 0.45  | 6200   | 3.4481          | 1.0 |
| 3.3905        | 0.46  | 6300   | 3.4420          | 1.0 |
| 3.5086        | 0.46  | 6400   | 3.4494          | 1.0 |
| 4.8217        | 0.47  | 6500   | 3.4477          | 1.0 |
| 3.3193        | 0.48  | 6600   | 3.4382          | 1.0 |
| 5.3482        | 0.49  | 6700   | 3.4580          | 1.0 |
| 3.3947        | 0.49  | 6800   | 3.4767          | 1.0 |
| 6.3352        | 0.5   | 6900   | 3.4476          | 1.0 |
| 3.4448        | 0.51  | 7000   | 3.4557          | 1.0 |
| 3.5358        | 0.51  | 7100   | 3.4438          | 1.0 |
| 3.3499        | 0.52  | 7200   | 3.4445          | 1.0 |
| 3.6932        | 0.53  | 7300   | 3.4463          | 1.0 |
| 6.9058        | 0.54  | 7400   | 3.4482          | 1.0 |
| 4.5514        | 0.54  | 7500   | 3.4422          | 1.0 |
| 3.517         | 0.55  | 7600   | 3.4505          | 1.0 |
| 7.4479        | 0.56  | 7700   | 3.4461          | 1.0 |
| 3.3761        | 0.56  | 7800   | 3.4511          | 1.0 |
| 4.5925        | 0.57  | 7900   | 3.4389          | 1.0 |
| 5.2682        | 0.58  | 8000   | 3.4563          | 1.0 |
| 5.6748        | 0.59  | 8100   | 3.4601          | 1.0 |
| 4.4335        | 0.59  | 8200   | 3.4439          | 1.0 |
| 5.1686        | 0.6   | 8300   | 3.4444          | 1.0 |
| 3.5245        | 0.61  | 8400   | 3.4629          | 1.0 |
| 4.9426        | 0.62  | 8500   | 3.4389          | 1.0 |
| 4.4654        | 0.62  | 8600   | 3.4427          | 1.0 |
| 3.5626        | 0.63  | 8700   | 3.4521          | 1.0 |
| 4.7086        | 0.64  | 8800   | 3.4489          | 1.0 |
| 3.238         | 0.64  | 8900   | 3.4478          | 1.0 |
| 4.2738        | 0.65  | 9000   | 3.4510          | 1.0 |
| 3.4468        | 0.66  | 9100   | 3.4411          | 1.0 |
| 3.2292        | 0.67  | 9200   | 3.4416          | 1.0 |
| 3.4972        | 0.67  | 9300   | 3.4643          | 1.0 |
| 7.3434        | 0.68  | 9400   | 3.4587          | 1.0 |
| 3.708         | 0.69  | 9500   | 3.4799          | 1.0 |
| 4.6466        | 0.69  | 9600   | 3.4490          | 1.0 |
| 3.3347        | 0.7   | 9700   | 3.4532          | 1.0 |
| 5.1486        | 0.71  | 9800   | 3.4427          | 1.0 |
| 3.6456        | 0.72  | 9900   | 3.4492          | 1.0 |
| 5.3904        | 0.72  | 10000  | 3.4497          | 1.0 |
| 4.8832        | 0.73  | 10100  | 3.4476          | 1.0 |
| 3.4482        | 0.74  | 10200  | 3.4539          | 1.0 |
| 3.617         | 0.75  | 10300  | 3.4547          | 1.0 |
| 5.4691        | 0.75  | 10400  | 3.4663          | 1.0 |
| 4.2759        | 0.76  | 10500  | 3.4401          | 1.0 |
| 8.2106        | 0.77  | 10600  | 3.4404          | 1.0 |
| 3.4894        | 0.77  | 10700  | 3.4426          | 1.0 |
| 3.6875        | 0.78  | 10800  | 3.4439          | 1.0 |
| 3.3277        | 0.79  | 10900  | 3.4446          | 1.0 |
| 4.5175        | 0.8   | 11000  | 3.4456          | 1.0 |
| 5.2161        | 0.8   | 11100  | 3.4388          | 1.0 |
| 3.5234        | 0.81  | 11200  | 3.4418          | 1.0 |
| 4.2212        | 0.82  | 11300  | 3.4392          | 1.0 |
| 3.6923        | 0.83  | 11400  | 3.4494          | 1.0 |
| 3.4863        | 0.83  | 11500  | 3.4572          | 1.0 |
| 6.3201        | 0.84  | 11600  | 3.4377          | 1.0 |
| 3.7543        | 0.85  | 11700  | 3.4533          | 1.0 |
| 3.3959        | 0.85  | 11800  | 3.4600          | 1.0 |
| 3.5691        | 0.86  | 11900  | 3.4673          | 1.0 |
| 3.49          | 0.87  | 12000  | 3.4407          | 1.0 |
| 7.1165        | 0.88  | 12100  | 3.4427          | 1.0 |
| 6.731         | 0.88  | 12200  | 3.4394          | 1.0 |
| 4.4682        | 0.89  | 12300  | 3.4407          | 1.0 |
| 3.3696        | 0.9   | 12400  | 3.4415          | 1.0 |
| 4.0241        | 0.9   | 12500  | 3.4454          | 1.0 |
| 3.521         | 0.91  | 12600  | 3.4379          | 1.0 |
| 5.5273        | 0.92  | 12700  | 3.4423          | 1.0 |
| 3.4781        | 0.93  | 12800  | 3.4635          | 1.0 |
| 3.4542        | 0.93  | 12900  | 3.4411          | 1.0 |
| 3.2363        | 0.94  | 13000  | 3.4396          | 1.0 |
| 5.3009        | 0.95  | 13100  | 3.4458          | 1.0 |
| 3.498         | 0.96  | 13200  | 3.4398          | 1.0 |
| 6.3325        | 0.96  | 13300  | 3.4514          | 1.0 |
| 3.5368        | 0.97  | 13400  | 3.4437          | 1.0 |
| 5.1164        | 0.98  | 13500  | 3.4623          | 1.0 |
| 3.6144        | 0.98  | 13600  | 3.4512          | 1.0 |
| 6.6018        | 0.99  | 13700  | 3.4493          | 1.0 |
| 3.7539        | 1.0   | 13800  | 3.4597          | 1.0 |
| 3.2903        | 1.01  | 13900  | 3.4813          | 1.0 |
| 3.3243        | 1.01  | 14000  | 3.4510          | 1.0 |
| 3.3485        | 1.02  | 14100  | 3.4389          | 1.0 |
| 3.6197        | 1.03  | 14200  | 3.4519          | 1.0 |
| 3.322         | 1.04  | 14300  | 3.4399          | 1.0 |
| 3.2897        | 1.04  | 14400  | 3.4378          | 1.0 |
| 3.3969        | 1.05  | 14500  | 3.4476          | 1.0 |
| 3.3289        | 1.06  | 14600  | 3.4646          | 1.0 |
| 3.3556        | 1.06  | 14700  | 3.4520          | 1.0 |
| 3.2527        | 1.07  | 14800  | 3.4575          | 1.0 |
| 3.4003        | 1.08  | 14900  | 3.4443          | 1.0 |
| 3.3171        | 1.09  | 15000  | 3.4434          | 1.0 |
| 3.4034        | 1.09  | 15100  | 3.4448          | 1.0 |
| 3.4363        | 1.1   | 15200  | 3.4560          | 1.0 |
| 3.3969        | 1.11  | 15300  | 3.4405          | 1.0 |
| 3.4134        | 1.11  | 15400  | 3.4408          | 1.0 |
| 3.5059        | 1.12  | 15500  | 3.4395          | 1.0 |
| 3.3963        | 1.13  | 15600  | 3.4488          | 1.0 |
| 3.2937        | 1.14  | 15700  | 3.4482          | 1.0 |
| 3.5635        | 1.14  | 15800  | 3.4621          | 1.0 |
| 3.4463        | 1.15  | 15900  | 3.4433          | 1.0 |
| 3.2588        | 1.16  | 16000  | 3.4434          | 1.0 |
| 3.3617        | 1.17  | 16100  | 3.4542          | 1.0 |
| 3.3721        | 1.17  | 16200  | 3.4388          | 1.0 |
| 3.3867        | 1.18  | 16300  | 3.4577          | 1.0 |
| 3.34          | 1.19  | 16400  | 3.4510          | 1.0 |
| 3.3676        | 1.19  | 16500  | 3.4434          | 1.0 |
| 3.5519        | 1.2   | 16600  | 3.4410          | 1.0 |
| 3.3129        | 1.21  | 16700  | 3.4507          | 1.0 |
| 3.3368        | 1.22  | 16800  | 3.4718          | 1.0 |
| 3.3107        | 1.22  | 16900  | 3.4439          | 1.0 |
| 3.2987        | 1.23  | 17000  | 3.4471          | 1.0 |
| 3.3102        | 1.24  | 17100  | 3.4435          | 1.0 |
| 3.2089        | 1.25  | 17200  | 3.4432          | 1.0 |
| 3.415         | 1.25  | 17300  | 3.4472          | 1.0 |
| 3.2884        | 1.26  | 17400  | 3.4388          | 1.0 |
| 3.3837        | 1.27  | 17500  | 3.4444          | 1.0 |
| 3.3181        | 1.27  | 17600  | 3.4438          | 1.0 |
| 3.3071        | 1.28  | 17700  | 3.4406          | 1.0 |
| 3.389         | 1.29  | 17800  | 3.4573          | 1.0 |
| 3.3246        | 1.3   | 17900  | 3.4580          | 1.0 |
| 3.3122        | 1.3   | 18000  | 3.4455          | 1.0 |
| 3.282         | 1.31  | 18100  | 3.4606          | 1.0 |
| 3.2671        | 1.32  | 18200  | 3.4378          | 1.0 |
| 3.3441        | 1.32  | 18300  | 3.4432          | 1.0 |
| 3.3115        | 1.33  | 18400  | 3.4458          | 1.0 |
| 3.3542        | 1.34  | 18500  | 3.4617          | 1.0 |
| 3.3924        | 1.35  | 18600  | 3.4549          | 1.0 |
| 3.4895        | 1.35  | 18700  | 3.4557          | 1.0 |
| 3.4071        | 1.36  | 18800  | 3.4462          | 1.0 |
| 3.3373        | 1.37  | 18900  | 3.4606          | 1.0 |
| 3.3497        | 1.38  | 19000  | 3.4458          | 1.0 |
| 3.3088        | 1.38  | 19100  | 3.4712          | 1.0 |
| 3.333         | 1.39  | 19200  | 3.4483          | 1.0 |
| 3.3773        | 1.4   | 19300  | 3.4455          | 1.0 |
| 3.357         | 1.4   | 19400  | 3.4379          | 1.0 |
| 3.3506        | 1.41  | 19500  | 3.4477          | 1.0 |
| 3.2944        | 1.42  | 19600  | 3.4478          | 1.0 |
| 3.241         | 1.43  | 19700  | 3.4492          | 1.0 |
| 3.4317        | 1.43  | 19800  | 3.4441          | 1.0 |
| 3.3478        | 1.44  | 19900  | 3.4385          | 1.0 |
| 3.3952        | 1.45  | 20000  | 3.4437          | 1.0 |
| 3.4808        | 1.46  | 20100  | 3.4644          | 1.0 |
| 3.3625        | 1.46  | 20200  | 3.4529          | 1.0 |
| 3.4842        | 1.47  | 20300  | 3.4524          | 1.0 |
| 3.3887        | 1.48  | 20400  | 3.4551          | 1.0 |
| 3.3198        | 1.48  | 20500  | 3.4433          | 1.0 |
| 3.3397        | 1.49  | 20600  | 3.4448          | 1.0 |
| 3.3173        | 1.5   | 20700  | 3.4590          | 1.0 |
| 3.3687        | 1.51  | 20800  | 3.4720          | 1.0 |
| 3.257         | 1.51  | 20900  | 3.4461          | 1.0 |
| 3.4451        | 1.52  | 21000  | 3.4541          | 1.0 |
| 3.2979        | 1.53  | 21100  | 3.4556          | 1.0 |
| 3.3566        | 1.53  | 21200  | 3.4438          | 1.0 |
| 3.3466        | 1.54  | 21300  | 3.4422          | 1.0 |
| 3.308         | 1.55  | 21400  | 3.4637          | 1.0 |
| 3.3952        | 1.56  | 21500  | 3.4435          | 1.0 |
| 3.4009        | 1.56  | 21600  | 3.4434          | 1.0 |
| 3.7952        | 1.57  | 21700  | 3.4675          | 1.0 |
| 3.3891        | 1.58  | 21800  | 3.4565          | 1.0 |
| 3.31          | 1.59  | 21900  | 3.4538          | 1.0 |
| 3.3186        | 1.59  | 22000  | 3.4492          | 1.0 |
| 3.3512        | 1.6   | 22100  | 3.4381          | 1.0 |
| 3.309         | 1.61  | 22200  | 3.4558          | 1.0 |
| 3.597         | 1.61  | 22300  | 3.4484          | 1.0 |
| 3.4474        | 1.62  | 22400  | 3.4574          | 1.0 |
| 3.3316        | 1.63  | 22500  | 3.4498          | 1.0 |
| 3.3909        | 1.64  | 22600  | 3.4384          | 1.0 |
| 3.6999        | 1.64  | 22700  | 3.4503          | 1.0 |
| 3.6071        | 1.65  | 22800  | 3.4578          | 1.0 |
| 3.2812        | 1.66  | 22900  | 3.4563          | 1.0 |
| 3.2921        | 1.67  | 23000  | 3.4564          | 1.0 |
| 3.3291        | 1.67  | 23100  | 3.4490          | 1.0 |
| 3.3454        | 1.68  | 23200  | 3.4403          | 1.0 |
| 3.4212        | 1.69  | 23300  | 3.4409          | 1.0 |
| 3.5481        | 1.69  | 23400  | 3.4534          | 1.0 |
| 3.2784        | 1.7   | 23500  | 3.4486          | 1.0 |
| 3.4625        | 1.71  | 23600  | 3.4413          | 1.0 |
| 3.2427        | 1.72  | 23700  | 3.4694          | 1.0 |
| 3.8438        | 1.72  | 23800  | 3.4444          | 1.0 |
| 3.4009        | 1.73  | 23900  | 3.4505          | 1.0 |
| 3.8029        | 1.74  | 24000  | 3.4712          | 1.0 |
| 3.36          | 1.74  | 24100  | 3.4552          | 1.0 |
| 3.2751        | 1.75  | 24200  | 3.4511          | 1.0 |
| 3.309         | 1.76  | 24300  | 3.4368          | 1.0 |
| 3.4597        | 1.77  | 24400  | 3.4517          | 1.0 |
| 3.2812        | 1.77  | 24500  | 3.4475          | 1.0 |
| 3.4425        | 1.78  | 24600  | 3.4413          | 1.0 |
| 3.3968        | 1.79  | 24700  | 3.4482          | 1.0 |
| 3.35          | 1.8   | 24800  | 3.4473          | 1.0 |
| 3.3156        | 1.8   | 24900  | 3.4435          | 1.0 |
| 3.3008        | 1.81  | 25000  | 3.4439          | 1.0 |
| 3.3365        | 1.82  | 25100  | 3.4382          | 1.0 |
| 3.5473        | 1.82  | 25200  | 3.4396          | 1.0 |
| 3.3568        | 1.83  | 25300  | 3.4577          | 1.0 |
| 3.28          | 1.84  | 25400  | 3.4458          | 1.0 |
| 3.4389        | 1.85  | 25500  | 3.4436          | 1.0 |
| 3.345         | 1.85  | 25600  | 3.4435          | 1.0 |
| 3.3295        | 1.86  | 25700  | 3.4428          | 1.0 |
| 4.4622        | 1.87  | 25800  | 3.4638          | 1.0 |
| 3.3717        | 1.88  | 25900  | 3.4450          | 1.0 |
| 3.3           | 1.88  | 26000  | 3.4616          | 1.0 |
| 3.3399        | 1.89  | 26100  | 3.4391          | 1.0 |
| 3.4243        | 1.9   | 26200  | 3.4375          | 1.0 |
| 3.326         | 1.9   | 26300  | 3.4533          | 1.0 |
| 3.3337        | 1.91  | 26400  | 3.4538          | 1.0 |
| 3.2655        | 1.92  | 26500  | 3.4460          | 1.0 |
| 3.2963        | 1.93  | 26600  | 3.4443          | 1.0 |
| 3.3967        | 1.93  | 26700  | 3.4392          | 1.0 |
| 3.3203        | 1.94  | 26800  | 3.4609          | 1.0 |
| 3.4581        | 1.95  | 26900  | 3.4388          | 1.0 |
| 3.2519        | 1.95  | 27000  | 3.4434          | 1.0 |
| 3.488         | 1.96  | 27100  | 3.4653          | 1.0 |
| 3.3446        | 1.97  | 27200  | 3.4465          | 1.0 |
| 3.4035        | 1.98  | 27300  | 3.4535          | 1.0 |
| 3.2898        | 1.98  | 27400  | 3.4442          | 1.0 |
| 3.3309        | 1.99  | 27500  | 3.4491          | 1.0 |
| 3.2765        | 2.0   | 27600  | 3.4477          | 1.0 |
| 3.3352        | 2.01  | 27700  | 3.4540          | 1.0 |
| 3.4456        | 2.01  | 27800  | 3.4602          | 1.0 |
| 3.6378        | 2.02  | 27900  | 3.4578          | 1.0 |
| 6.4491        | 2.03  | 28000  | 3.4494          | 1.0 |
| 6.1705        | 2.03  | 28100  | 3.4570          | 1.0 |
| 3.4253        | 2.04  | 28200  | 3.4504          | 1.0 |
| 3.4053        | 2.05  | 28300  | 3.4399          | 1.0 |
| 3.6719        | 2.06  | 28400  | 3.4464          | 1.0 |
| 3.2769        | 2.06  | 28500  | 3.4473          | 1.0 |
| 3.3132        | 2.07  | 28600  | 3.4484          | 1.0 |
| 3.3756        | 2.08  | 28700  | 3.4413          | 1.0 |
| 5.5583        | 2.08  | 28800  | 3.4411          | 1.0 |
| 3.6191        | 2.09  | 28900  | 3.4406          | 1.0 |
| 3.4681        | 2.1   | 29000  | 3.4461          | 1.0 |
| 4.463         | 2.11  | 29100  | 3.4409          | 1.0 |
| 3.4645        | 2.11  | 29200  | 3.4556          | 1.0 |
| 3.6549        | 2.12  | 29300  | 3.4545          | 1.0 |
| 3.437         | 2.13  | 29400  | 3.4410          | 1.0 |
| 3.5002        | 2.14  | 29500  | 3.4370          | 1.0 |
| 3.4375        | 2.14  | 29600  | 3.4407          | 1.0 |
| 3.3798        | 2.15  | 29700  | 3.4390          | 1.0 |
| 3.6778        | 2.16  | 29800  | 3.4386          | 1.0 |
| 3.4647        | 2.16  | 29900  | 3.4600          | 1.0 |
| 3.4328        | 2.17  | 30000  | 3.4492          | 1.0 |
| 3.4381        | 2.18  | 30100  | 3.4406          | 1.0 |
| 3.3253        | 2.19  | 30200  | 3.4461          | 1.0 |
| 3.4112        | 2.19  | 30300  | 3.4478          | 1.0 |
| 3.6158        | 2.2   | 30400  | 3.4482          | 1.0 |
| 3.5541        | 2.21  | 30500  | 3.4424          | 1.0 |
| 4.3339        | 2.22  | 30600  | 3.4432          | 1.0 |
| 3.818         | 2.22  | 30700  | 3.4453          | 1.0 |
| 3.8914        | 2.23  | 30800  | 3.4457          | 1.0 |
| 5.5706        | 2.24  | 30900  | 3.4605          | 1.0 |
| 4.3359        | 2.24  | 31000  | 3.4700          | 1.0 |
| 3.6418        | 2.25  | 31100  | 3.4558          | 1.0 |
| 3.4288        | 2.26  | 31200  | 3.4396          | 1.0 |
| 3.4512        | 2.27  | 31300  | 3.4411          | 1.0 |
| 3.3326        | 2.27  | 31400  | 3.4473          | 1.0 |
| 3.5872        | 2.28  | 31500  | 3.4400          | 1.0 |
| 3.5426        | 2.29  | 31600  | 3.4469          | 1.0 |
| 4.2227        | 2.29  | 31700  | 3.4499          | 1.0 |
| 3.5461        | 2.3   | 31800  | 3.4388          | 1.0 |
| 3.5507        | 2.31  | 31900  | 3.4503          | 1.0 |
| 3.5177        | 2.32  | 32000  | 3.4429          | 1.0 |
| 3.7237        | 2.32  | 32100  | 3.4617          | 1.0 |
| 3.3513        | 2.33  | 32200  | 3.4487          | 1.0 |
| 3.3827        | 2.34  | 32300  | 3.4678          | 1.0 |
| 3.3311        | 2.35  | 32400  | 3.4441          | 1.0 |
| 3.2852        | 2.35  | 32500  | 3.4433          | 1.0 |
| 3.5712        | 2.36  | 32600  | 3.4514          | 1.0 |
| 4.6259        | 2.37  | 32700  | 3.4520          | 1.0 |
| 3.8864        | 2.37  | 32800  | 3.4544          | 1.0 |
| 3.3284        | 2.38  | 32900  | 3.4444          | 1.0 |
| 3.6078        | 2.39  | 33000  | 3.4450          | 1.0 |
| 3.4026        | 2.4   | 33100  | 3.4454          | 1.0 |
| 3.7527        | 2.4   | 33200  | 3.4541          | 1.0 |
| 3.3741        | 2.41  | 33300  | 3.4386          | 1.0 |
| 3.4498        | 2.42  | 33400  | 3.4518          | 1.0 |
| 3.3424        | 2.43  | 33500  | 3.4554          | 1.0 |
| 4.8226        | 2.43  | 33600  | 3.4412          | 1.0 |
| 3.3503        | 2.44  | 33700  | 3.4434          | 1.0 |
| 3.509         | 2.45  | 33800  | 3.4393          | 1.0 |
| 3.586         | 2.45  | 33900  | 3.4375          | 1.0 |
| 3.5242        | 2.46  | 34000  | 3.4402          | 1.0 |
| 3.4351        | 2.47  | 34100  | 3.4389          | 1.0 |
| 3.4445        | 2.48  | 34200  | 3.4416          | 1.0 |
| 6.6676        | 2.48  | 34300  | 3.4571          | 1.0 |
| 4.3937        | 2.49  | 34400  | 3.4560          | 1.0 |
| 3.4177        | 2.5   | 34500  | 3.4482          | 1.0 |
| 3.3966        | 2.5   | 34600  | 3.4640          | 1.0 |
| 3.2845        | 2.51  | 34700  | 3.4538          | 1.0 |
| 3.438         | 2.52  | 34800  | 3.4555          | 1.0 |
| 3.3874        | 2.53  | 34900  | 3.4524          | 1.0 |
| 3.5068        | 2.53  | 35000  | 3.4448          | 1.0 |
| 4.2406        | 2.54  | 35100  | 3.4503          | 1.0 |
| 3.2986        | 2.55  | 35200  | 3.4538          | 1.0 |
| 3.4044        | 2.56  | 35300  | 3.4443          | 1.0 |
| 3.3105        | 2.56  | 35400  | 3.4391          | 1.0 |
| 3.4048        | 2.57  | 35500  | 3.4411          | 1.0 |
| 3.5645        | 2.58  | 35600  | 3.4488          | 1.0 |
| 3.4912        | 2.58  | 35700  | 3.4400          | 1.0 |
| 3.4028        | 2.59  | 35800  | 3.4390          | 1.0 |
| 3.4601        | 2.6   | 35900  | 3.4455          | 1.0 |
| 3.6066        | 2.61  | 36000  | 3.4441          | 1.0 |
| 4.5312        | 2.61  | 36100  | 3.4414          | 1.0 |
| 3.6372        | 2.62  | 36200  | 3.4421          | 1.0 |
| 4.1912        | 2.63  | 36300  | 3.4572          | 1.0 |
| 3.4793        | 2.64  | 36400  | 3.4419          | 1.0 |
| 4.5538        | 2.64  | 36500  | 3.4407          | 1.0 |
| 3.3823        | 2.65  | 36600  | 3.4446          | 1.0 |
| 3.3592        | 2.66  | 36700  | 3.4396          | 1.0 |
| 3.4974        | 2.66  | 36800  | 3.4529          | 1.0 |
| 3.4599        | 2.67  | 36900  | 3.4380          | 1.0 |
| 4.7097        | 2.68  | 37000  | 3.4654          | 1.0 |
| 6.7037        | 2.69  | 37100  | 3.4386          | 1.0 |
| 3.3465        | 2.69  | 37200  | 3.4652          | 1.0 |
| 4.9762        | 2.7   | 37300  | 3.4506          | 1.0 |
| 3.9189        | 2.71  | 37400  | 3.4427          | 1.0 |
| 3.4746        | 2.71  | 37500  | 3.4465          | 1.0 |
| 3.3842        | 2.72  | 37600  | 3.4470          | 1.0 |
| 3.2445        | 2.73  | 37700  | 3.4480          | 1.0 |
| 3.382         | 2.74  | 37800  | 3.4456          | 1.0 |
| 3.7279        | 2.74  | 37900  | 3.4431          | 1.0 |
| 3.4329        | 2.75  | 38000  | 3.4374          | 1.0 |
| 3.4607        | 2.76  | 38100  | 3.4447          | 1.0 |
| 3.2394        | 2.77  | 38200  | 3.4476          | 1.0 |
| 3.7795        | 2.77  | 38300  | 3.4380          | 1.0 |
| 3.4419        | 2.78  | 38400  | 3.4526          | 1.0 |
| 3.6452        | 2.79  | 38500  | 3.4428          | 1.0 |
| 3.3474        | 2.79  | 38600  | 3.4424          | 1.0 |
| 3.4645        | 2.8   | 38700  | 3.4479          | 1.0 |
| 4.1143        | 2.81  | 38800  | 3.4580          | 1.0 |
| 4.6453        | 2.82  | 38900  | 3.4585          | 1.0 |
| 4.022         | 2.82  | 39000  | 3.4567          | 1.0 |
| 4.3049        | 2.83  | 39100  | 3.4377          | 1.0 |
| 3.3382        | 2.84  | 39200  | 3.4413          | 1.0 |
| 3.6022        | 2.85  | 39300  | 3.4548          | 1.0 |
| 4.4217        | 2.85  | 39400  | 3.4411          | 1.0 |
| 3.5139        | 2.86  | 39500  | 3.4552          | 1.0 |
| 3.1215        | 2.87  | 39600  | 3.4471          | 1.0 |
| 3.4514        | 2.87  | 39700  | 3.4378          | 1.0 |
| 4.822         | 2.88  | 39800  | 3.4605          | 1.0 |
| 5.6699        | 2.89  | 39900  | 3.4489          | 1.0 |
| 3.4183        | 2.9   | 40000  | 3.4644          | 1.0 |
| 5.7492        | 2.9   | 40100  | 3.4514          | 1.0 |
| 3.2879        | 2.91  | 40200  | 3.4543          | 1.0 |
| 3.3076        | 2.92  | 40300  | 3.4450          | 1.0 |
| 5.2845        | 2.92  | 40400  | 3.4459          | 1.0 |
| 3.7927        | 2.93  | 40500  | 3.4481          | 1.0 |
| 7.1549        | 2.94  | 40600  | 3.4554          | 1.0 |
| 3.4544        | 2.95  | 40700  | 3.4486          | 1.0 |
| 3.2332        | 2.95  | 40800  | 3.4415          | 1.0 |
| 3.3714        | 2.96  | 40900  | 3.4521          | 1.0 |
| 3.5205        | 2.97  | 41000  | 3.4395          | 1.0 |
| 4.6267        | 2.98  | 41100  | 3.4622          | 1.0 |
| 6.7747        | 2.98  | 41200  | 3.4407          | 1.0 |
| 3.3091        | 2.99  | 41300  | 3.4422          | 1.0 |
| 3.7135        | 3.0   | 41400  | 3.4383          | 1.0 |
| 3.6261        | 3.0   | 41500  | 3.4482          | 1.0 |
| 3.3323        | 3.01  | 41600  | 3.4366          | 1.0 |
| 3.4544        | 3.02  | 41700  | 3.4376          | 1.0 |
| 3.6486        | 3.03  | 41800  | 3.4511          | 1.0 |
| 3.3333        | 3.03  | 41900  | 3.4397          | 1.0 |
| 3.35          | 3.04  | 42000  | 3.4486          | 1.0 |
| 3.3522        | 3.05  | 42100  | 3.4626          | 1.0 |
| 3.4359        | 3.06  | 42200  | 3.4462          | 1.0 |
| 3.4548        | 3.06  | 42300  | 3.4435          | 1.0 |
| 3.2711        | 3.07  | 42400  | 3.4450          | 1.0 |
| 3.2679        | 3.08  | 42500  | 3.4394          | 1.0 |
| 3.3703        | 3.08  | 42600  | 3.4539          | 1.0 |
| 3.3846        | 3.09  | 42700  | 3.4443          | 1.0 |
| 3.334         | 3.1   | 42800  | 3.4384          | 1.0 |
| 3.3429        | 3.11  | 42900  | 3.4625          | 1.0 |
| 3.282         | 3.11  | 43000  | 3.4419          | 1.0 |
| 3.3503        | 3.12  | 43100  | 3.4653          | 1.0 |
| 3.4923        | 3.13  | 43200  | 3.4380          | 1.0 |
| 3.4309        | 3.13  | 43300  | 3.4534          | 1.0 |
| 3.3292        | 3.14  | 43400  | 3.4448          | 1.0 |
| 3.4219        | 3.15  | 43500  | 3.4665          | 1.0 |
| 3.3848        | 3.16  | 43600  | 3.4473          | 1.0 |
| 3.3004        | 3.16  | 43700  | 3.4509          | 1.0 |
| 3.2002        | 3.17  | 43800  | 3.4493          | 1.0 |
| 3.2654        | 3.18  | 43900  | 3.4384          | 1.0 |
| 3.3394        | 3.19  | 44000  | 3.4388          | 1.0 |
| 3.2365        | 3.19  | 44100  | 3.4491          | 1.0 |
| 3.2846        | 3.2   | 44200  | 3.4404          | 1.0 |
| 3.3973        | 3.21  | 44300  | 3.4426          | 1.0 |
| 3.3367        | 3.21  | 44400  | 3.4690          | 1.0 |
| 3.2747        | 3.22  | 44500  | 3.4378          | 1.0 |
| 3.4307        | 3.23  | 44600  | 3.4395          | 1.0 |
| 3.3685        | 3.24  | 44700  | 3.4431          | 1.0 |
| 3.321         | 3.24  | 44800  | 3.4557          | 1.0 |
| 3.3541        | 3.25  | 44900  | 3.4489          | 1.0 |
| 3.2282        | 3.26  | 45000  | 3.4393          | 1.0 |
| 3.3811        | 3.27  | 45100  | 3.4463          | 1.0 |
| 3.3014        | 3.27  | 45200  | 3.4505          | 1.0 |
| 3.3617        | 3.28  | 45300  | 3.4475          | 1.0 |
| 3.3953        | 3.29  | 45400  | 3.4430          | 1.0 |
| 3.3999        | 3.29  | 45500  | 3.4417          | 1.0 |
| 3.4098        | 3.3   | 45600  | 3.4503          | 1.0 |
| 3.1994        | 3.31  | 45700  | 3.4414          | 1.0 |
| 3.2185        | 3.32  | 45800  | 3.4485          | 1.0 |
| 3.2554        | 3.32  | 45900  | 3.4477          | 1.0 |
| 3.4302        | 3.33  | 46000  | 3.4508          | 1.0 |
| 3.366         | 3.34  | 46100  | 3.4440          | 1.0 |
| 3.4143        | 3.34  | 46200  | 3.4382          | 1.0 |
| 4.318         | 3.35  | 46300  | 3.4524          | 1.0 |
| 3.4233        | 3.36  | 46400  | 3.4451          | 1.0 |
| 3.3492        | 3.37  | 46500  | 3.4526          | 1.0 |
| 3.2399        | 3.37  | 46600  | 3.4462          | 1.0 |
| 3.421         | 3.38  | 46700  | 3.4432          | 1.0 |
| 3.2847        | 3.39  | 46800  | 3.4419          | 1.0 |
| 3.4062        | 3.4   | 46900  | 3.4405          | 1.0 |
| 3.3822        | 3.4   | 47000  | 3.4434          | 1.0 |
| 3.2789        | 3.41  | 47100  | 3.4444          | 1.0 |
| 3.2508        | 3.42  | 47200  | 3.4501          | 1.0 |
| 3.3867        | 3.42  | 47300  | 3.4498          | 1.0 |
| 3.3275        | 3.43  | 47400  | 3.4505          | 1.0 |
| 3.424         | 3.44  | 47500  | 3.4448          | 1.0 |
| 3.2418        | 3.45  | 47600  | 3.4450          | 1.0 |
| 3.3037        | 3.45  | 47700  | 3.4493          | 1.0 |
| 3.2562        | 3.46  | 47800  | 3.4466          | 1.0 |
| 3.3241        | 3.47  | 47900  | 3.4385          | 1.0 |
| 3.5569        | 3.47  | 48000  | 3.4427          | 1.0 |
| 3.298         | 3.48  | 48100  | 3.4667          | 1.0 |
| 3.3401        | 3.49  | 48200  | 3.4440          | 1.0 |
| 3.2824        | 3.5   | 48300  | 3.4427          | 1.0 |
| 3.3829        | 3.5   | 48400  | 3.4398          | 1.0 |
| 3.3595        | 3.51  | 48500  | 3.4421          | 1.0 |
| 3.286         | 3.52  | 48600  | 3.4517          | 1.0 |
| 3.3494        | 3.53  | 48700  | 3.4429          | 1.0 |
| 3.3507        | 3.53  | 48800  | 3.4422          | 1.0 |
| 3.3598        | 3.54  | 48900  | 3.4439          | 1.0 |
| 3.3141        | 3.55  | 49000  | 3.4544          | 1.0 |
| 3.4548        | 3.55  | 49100  | 3.4415          | 1.0 |
| 3.3278        | 3.56  | 49200  | 3.4474          | 1.0 |
| 3.4088        | 3.57  | 49300  | 3.4498          | 1.0 |
| 3.4046        | 3.58  | 49400  | 3.4554          | 1.0 |
| 3.2847        | 3.58  | 49500  | 3.4393          | 1.0 |
| 3.3162        | 3.59  | 49600  | 3.4594          | 1.0 |
| 3.2493        | 3.6   | 49700  | 3.4514          | 1.0 |
| 3.3466        | 3.61  | 49800  | 3.4514          | 1.0 |
| 3.3279        | 3.61  | 49900  | 3.4462          | 1.0 |
| 3.29          | 3.62  | 50000  | 3.4466          | 1.0 |
| 3.2374        | 3.63  | 50100  | 3.4575          | 1.0 |
| 3.3499        | 3.63  | 50200  | 3.4392          | 1.0 |
| 3.251         | 3.64  | 50300  | 3.4556          | 1.0 |
| 3.3692        | 3.65  | 50400  | 3.4498          | 1.0 |
| 3.3743        | 3.66  | 50500  | 3.4569          | 1.0 |
| 3.3662        | 3.66  | 50600  | 3.4463          | 1.0 |
| 3.302         | 3.67  | 50700  | 3.4445          | 1.0 |
| 3.2863        | 3.68  | 50800  | 3.4475          | 1.0 |
| 3.4266        | 3.68  | 50900  | 3.4370          | 1.0 |
| 3.2988        | 3.69  | 51000  | 3.4476          | 1.0 |
| 3.9581        | 3.7   | 51100  | 3.4382          | 1.0 |
| 3.4516        | 3.71  | 51200  | 3.4526          | 1.0 |
| 3.4259        | 3.71  | 51300  | 3.4414          | 1.0 |
| 3.3913        | 3.72  | 51400  | 3.4386          | 1.0 |
| 3.3606        | 3.73  | 51500  | 3.4458          | 1.0 |
| 3.4698        | 3.74  | 51600  | 3.4450          | 1.0 |
| 3.4285        | 3.74  | 51700  | 3.4493          | 1.0 |
| 3.265         | 3.75  | 51800  | 3.4369          | 1.0 |
| 3.4819        | 3.76  | 51900  | 3.4472          | 1.0 |
| 3.2869        | 3.76  | 52000  | 3.4580          | 1.0 |
| 3.2663        | 3.77  | 52100  | 3.4469          | 1.0 |
| 3.4325        | 3.78  | 52200  | 3.4423          | 1.0 |
| 3.3355        | 3.79  | 52300  | 3.4411          | 1.0 |
| 3.4324        | 3.79  | 52400  | 3.4456          | 1.0 |
| 3.3105        | 3.8   | 52500  | 3.4389          | 1.0 |
| 3.3588        | 3.81  | 52600  | 3.4403          | 1.0 |
| 3.3524        | 3.82  | 52700  | 3.4458          | 1.0 |
| 3.2466        | 3.82  | 52800  | 3.4447          | 1.0 |
| 3.2375        | 3.83  | 52900  | 3.4448          | 1.0 |
| 3.4006        | 3.84  | 53000  | 3.4456          | 1.0 |
| 3.3572        | 3.84  | 53100  | 3.4427          | 1.0 |
| 3.6162        | 3.85  | 53200  | 3.4379          | 1.0 |
| 3.3351        | 3.86  | 53300  | 3.4482          | 1.0 |
| 3.7101        | 3.87  | 53400  | 3.4393          | 1.0 |
| 3.3836        | 3.87  | 53500  | 3.4474          | 1.0 |
| 3.3357        | 3.88  | 53600  | 3.4573          | 1.0 |
| 3.3434        | 3.89  | 53700  | 3.4475          | 1.0 |
| 3.3349        | 3.89  | 53800  | 3.4659          | 1.0 |
| 3.3474        | 3.9   | 53900  | 3.4411          | 1.0 |
| 3.4007        | 3.91  | 54000  | 3.4446          | 1.0 |
| 3.4218        | 3.92  | 54100  | 3.4406          | 1.0 |
| 3.2115        | 3.92  | 54200  | 3.4422          | 1.0 |
| 3.2726        | 3.93  | 54300  | 3.4383          | 1.0 |
| 3.2999        | 3.94  | 54400  | 3.4423          | 1.0 |
| 3.3657        | 3.95  | 54500  | 3.4377          | 1.0 |
| 3.4015        | 3.95  | 54600  | 3.4433          | 1.0 |
| 3.3373        | 3.96  | 54700  | 3.4457          | 1.0 |
| 4.9872        | 3.97  | 54800  | 3.4420          | 1.0 |
| 3.3221        | 3.97  | 54900  | 3.4501          | 1.0 |
| 3.8059        | 3.98  | 55000  | 3.4501          | 1.0 |
| 3.2628        | 3.99  | 55100  | 3.4511          | 1.0 |
| 3.3822        | 4.0   | 55200  | 3.4409          | 1.0 |
| 3.5464        | 4.0   | 55300  | 3.4527          | 1.0 |
| 3.3661        | 4.01  | 55400  | 3.4436          | 1.0 |
| 3.4146        | 4.02  | 55500  | 3.4458          | 1.0 |
| 3.5756        | 4.03  | 55600  | 3.4409          | 1.0 |
| 3.3945        | 4.03  | 55700  | 3.4378          | 1.0 |
| 4.5275        | 4.04  | 55800  | 3.4558          | 1.0 |
| 3.7913        | 4.05  | 55900  | 3.4523          | 1.0 |
| 3.4445        | 4.05  | 56000  | 3.4446          | 1.0 |
| 3.51          | 4.06  | 56100  | 3.4488          | 1.0 |
| 6.5935        | 4.07  | 56200  | 3.4497          | 1.0 |
| 3.3548        | 4.08  | 56300  | 3.4443          | 1.0 |
| 3.4544        | 4.08  | 56400  | 3.4547          | 1.0 |
| 3.4206        | 4.09  | 56500  | 3.4476          | 1.0 |
| 3.3979        | 4.1   | 56600  | 3.4459          | 1.0 |
| 3.296         | 4.1   | 56700  | 3.4461          | 1.0 |
| 3.7186        | 4.11  | 56800  | 3.4407          | 1.0 |
| 3.8726        | 4.12  | 56900  | 3.4498          | 1.0 |
| 3.6704        | 4.13  | 57000  | 3.4535          | 1.0 |
| 3.4735        | 4.13  | 57100  | 3.4470          | 1.0 |
| 3.399         | 4.14  | 57200  | 3.4461          | 1.0 |
| 3.3507        | 4.15  | 57300  | 3.4405          | 1.0 |
| 3.3948        | 4.16  | 57400  | 3.4582          | 1.0 |
| 3.613         | 4.16  | 57500  | 3.4462          | 1.0 |
| 3.3553        | 4.17  | 57600  | 3.4507          | 1.0 |
| 3.5798        | 4.18  | 57700  | 3.4476          | 1.0 |
| 7.6315        | 4.18  | 57800  | 3.4412          | 1.0 |
| 3.4873        | 4.19  | 57900  | 3.4605          | 1.0 |
| 3.3193        | 4.2   | 58000  | 3.4458          | 1.0 |
| 3.4065        | 4.21  | 58100  | 3.4368          | 1.0 |
| 3.4813        | 4.21  | 58200  | 3.4464          | 1.0 |
| 3.2523        | 4.22  | 58300  | 3.4601          | 1.0 |
| 3.3384        | 4.23  | 58400  | 3.4449          | 1.0 |
| 3.2839        | 4.24  | 58500  | 3.4544          | 1.0 |
| 3.4564        | 4.24  | 58600  | 3.4412          | 1.0 |
| 3.3995        | 4.25  | 58700  | 3.4408          | 1.0 |
| 3.2107        | 4.26  | 58800  | 3.4463          | 1.0 |
| 4.0565        | 4.26  | 58900  | 3.4402          | 1.0 |
| 3.6744        | 4.27  | 59000  | 3.4537          | 1.0 |
| 3.3658        | 4.28  | 59100  | 3.4435          | 1.0 |
| 3.8134        | 4.29  | 59200  | 3.4491          | 1.0 |
| 3.3783        | 4.29  | 59300  | 3.4480          | 1.0 |
| 3.6206        | 4.3   | 59400  | 3.4403          | 1.0 |
| 3.4018        | 4.31  | 59500  | 3.4433          | 1.0 |
| 3.2325        | 4.31  | 59600  | 3.4419          | 1.0 |
| 3.3935        | 4.32  | 59700  | 3.4420          | 1.0 |
| 3.9773        | 4.33  | 59800  | 3.4477          | 1.0 |
| 3.3477        | 4.34  | 59900  | 3.4557          | 1.0 |
| 3.4817        | 4.34  | 60000  | 3.4421          | 1.0 |
| 3.8685        | 4.35  | 60100  | 3.4470          | 1.0 |
| 3.679         | 4.36  | 60200  | 3.4457          | 1.0 |
| 5.3659        | 4.37  | 60300  | 3.4416          | 1.0 |
| 3.2615        | 4.37  | 60400  | 3.4415          | 1.0 |
| 3.6087        | 4.38  | 60500  | 3.4398          | 1.0 |
| 4.1801        | 4.39  | 60600  | 3.4532          | 1.0 |
| 5.013         | 4.39  | 60700  | 3.4465          | 1.0 |
| 3.333         | 4.4   | 60800  | 3.4498          | 1.0 |
| 3.4247        | 4.41  | 60900  | 3.4542          | 1.0 |
| 3.424         | 4.42  | 61000  | 3.4436          | 1.0 |
| 3.317         | 4.42  | 61100  | 3.4405          | 1.0 |
| 3.4018        | 4.43  | 61200  | 3.4467          | 1.0 |
| 7.2156        | 4.44  | 61300  | 3.4436          | 1.0 |
| 3.3726        | 4.45  | 61400  | 3.4473          | 1.0 |
| 3.2895        | 4.45  | 61500  | 3.4400          | 1.0 |
| 3.2293        | 4.46  | 61600  | 3.4536          | 1.0 |
| 3.8397        | 4.47  | 61700  | 3.4489          | 1.0 |
| 3.3358        | 4.47  | 61800  | 3.4443          | 1.0 |
| 3.4085        | 4.48  | 61900  | 3.4472          | 1.0 |
| 3.4413        | 4.49  | 62000  | 3.4421          | 1.0 |
| 3.4222        | 4.5   | 62100  | 3.4480          | 1.0 |
| 3.4665        | 4.5   | 62200  | 3.4435          | 1.0 |
| 3.4058        | 4.51  | 62300  | 3.4399          | 1.0 |
| 3.4228        | 4.52  | 62400  | 3.4457          | 1.0 |
| 3.3362        | 4.52  | 62500  | 3.4453          | 1.0 |
| 4.3383        | 4.53  | 62600  | 3.4564          | 1.0 |
| 3.2802        | 4.54  | 62700  | 3.4392          | 1.0 |
| 5.0224        | 4.55  | 62800  | 3.4491          | 1.0 |
| 4.1092        | 4.55  | 62900  | 3.4400          | 1.0 |
| 3.6467        | 4.56  | 63000  | 3.4454          | 1.0 |
| 3.4197        | 4.57  | 63100  | 3.4411          | 1.0 |
| 3.4549        | 4.58  | 63200  | 3.4464          | 1.0 |
| 3.2333        | 4.58  | 63300  | 3.4454          | 1.0 |
| 3.3108        | 4.59  | 63400  | 3.4437          | 1.0 |
| 3.3897        | 4.6   | 63500  | 3.4382          | 1.0 |
| 3.2956        | 4.6   | 63600  | 3.4478          | 1.0 |
| 3.4244        | 4.61  | 63700  | 3.4439          | 1.0 |
| 4.3236        | 4.62  | 63800  | 3.4400          | 1.0 |
| 3.263         | 4.63  | 63900  | 3.4542          | 1.0 |
| 3.5322        | 4.63  | 64000  | 3.4548          | 1.0 |
| 3.613         | 4.64  | 64100  | 3.4442          | 1.0 |
| 3.7147        | 4.65  | 64200  | 3.4396          | 1.0 |
| 3.6781        | 4.66  | 64300  | 3.4444          | 1.0 |
| 3.1597        | 4.66  | 64400  | 3.4642          | 1.0 |
| 4.8173        | 4.67  | 64500  | 3.4397          | 1.0 |
| 3.7878        | 4.68  | 64600  | 3.4529          | 1.0 |
| 3.3288        | 4.68  | 64700  | 3.4423          | 1.0 |
| 3.3931        | 4.69  | 64800  | 3.4376          | 1.0 |
| 5.6842        | 4.7   | 64900  | 3.4396          | 1.0 |
| 3.62          | 4.71  | 65000  | 3.4419          | 1.0 |
| 3.3742        | 4.71  | 65100  | 3.4419          | 1.0 |
| 3.3207        | 4.72  | 65200  | 3.4392          | 1.0 |
| 3.6216        | 4.73  | 65300  | 3.4369          | 1.0 |
| 3.2954        | 4.73  | 65400  | 3.4461          | 1.0 |
| 3.3943        | 4.74  | 65500  | 3.4442          | 1.0 |
| 3.5041        | 4.75  | 65600  | 3.4433          | 1.0 |
| 3.5168        | 4.76  | 65700  | 3.4529          | 1.0 |
| 3.3715        | 4.76  | 65800  | 3.4446          | 1.0 |
| 3.3734        | 4.77  | 65900  | 3.4507          | 1.0 |
| 10.6923       | 4.78  | 66000  | 3.4468          | 1.0 |
| 3.4432        | 4.79  | 66100  | 3.4400          | 1.0 |
| 3.5521        | 4.79  | 66200  | 3.4573          | 1.0 |
| 4.9372        | 4.8   | 66300  | 3.4400          | 1.0 |
| 3.48          | 4.81  | 66400  | 3.4374          | 1.0 |
| 3.1794        | 4.81  | 66500  | 3.4379          | 1.0 |
| 3.4121        | 4.82  | 66600  | 3.4364          | 1.0 |
| 3.581         | 4.83  | 66700  | 3.4444          | 1.0 |
| 3.1135        | 4.84  | 66800  | 3.4380          | 1.0 |
| 3.4506        | 4.84  | 66900  | 3.4595          | 1.0 |
| 3.3243        | 4.85  | 67000  | 3.4433          | 1.0 |
| 3.3814        | 4.86  | 67100  | 3.4550          | 1.0 |
| 3.3557        | 4.86  | 67200  | 3.4374          | 1.0 |
| 3.2991        | 4.87  | 67300  | 3.4423          | 1.0 |
| 3.8854        | 4.88  | 67400  | 3.4398          | 1.0 |
| 3.7073        | 4.89  | 67500  | 3.4425          | 1.0 |
| 3.3739        | 4.89  | 67600  | 3.4492          | 1.0 |
| 3.435         | 4.9   | 67700  | 3.4512          | 1.0 |
| 10.5515       | 4.91  | 67800  | 3.4512          | 1.0 |
| 3.5227        | 4.92  | 67900  | 3.4493          | 1.0 |
| 3.2475        | 4.92  | 68000  | 3.4413          | 1.0 |
| 3.3387        | 4.93  | 68100  | 3.4474          | 1.0 |
| 3.365         | 4.94  | 68200  | 3.4426          | 1.0 |
| 4.1377        | 4.94  | 68300  | 3.4457          | 1.0 |
| 3.9188        | 4.95  | 68400  | 3.4437          | 1.0 |
| 3.5646        | 4.96  | 68500  | 3.4438          | 1.0 |
| 3.3686        | 4.97  | 68600  | 3.4477          | 1.0 |
| 3.1943        | 4.97  | 68700  | 3.4508          | 1.0 |
| 3.3747        | 4.98  | 68800  | 3.4453          | 1.0 |
| 3.8971        | 4.99  | 68900  | 3.4560          | 1.0 |
| 3.9434        | 5.0   | 69000  | 3.4457          | 1.0 |
| 3.3862        | 5.0   | 69100  | 3.4575          | 1.0 |
| 3.2693        | 5.01  | 69200  | 3.4436          | 1.0 |
| 3.2971        | 5.02  | 69300  | 3.4494          | 1.0 |
| 3.3175        | 5.02  | 69400  | 3.4432          | 1.0 |
| 3.3889        | 5.03  | 69500  | 3.4371          | 1.0 |
| 3.382         | 5.04  | 69600  | 3.4426          | 1.0 |
| 3.3396        | 5.05  | 69700  | 3.4383          | 1.0 |
| 3.5613        | 5.05  | 69800  | 3.4472          | 1.0 |
| 3.4392        | 5.06  | 69900  | 3.4437          | 1.0 |
| 3.2599        | 5.07  | 70000  | 3.4544          | 1.0 |
| 3.2819        | 5.07  | 70100  | 3.4459          | 1.0 |
| 3.3131        | 5.08  | 70200  | 3.4552          | 1.0 |
| 3.3471        | 5.09  | 70300  | 3.4513          | 1.0 |
| 3.4194        | 5.1   | 70400  | 3.4446          | 1.0 |
| 3.3565        | 5.1   | 70500  | 3.4424          | 1.0 |
| 3.3411        | 5.11  | 70600  | 3.4482          | 1.0 |
| 3.3473        | 5.12  | 70700  | 3.4514          | 1.0 |
| 3.3197        | 5.13  | 70800  | 3.4491          | 1.0 |
| 3.3466        | 5.13  | 70900  | 3.4573          | 1.0 |
| 3.3856        | 5.14  | 71000  | 3.4420          | 1.0 |
| 3.1905        | 5.15  | 71100  | 3.4469          | 1.0 |
| 3.3756        | 5.15  | 71200  | 3.4467          | 1.0 |
| 3.3498        | 5.16  | 71300  | 3.4479          | 1.0 |
| 3.3914        | 5.17  | 71400  | 3.4426          | 1.0 |
| 3.3885        | 5.18  | 71500  | 3.4419          | 1.0 |
| 3.4713        | 5.18  | 71600  | 3.4434          | 1.0 |
| 3.4077        | 5.19  | 71700  | 3.4472          | 1.0 |
| 3.3633        | 5.2   | 71800  | 3.4443          | 1.0 |
| 3.3677        | 5.21  | 71900  | 3.4413          | 1.0 |
| 3.3545        | 5.21  | 72000  | 3.4491          | 1.0 |
| 3.3415        | 5.22  | 72100  | 3.4423          | 1.0 |
| 3.3796        | 5.23  | 72200  | 3.4420          | 1.0 |
| 3.4989        | 5.23  | 72300  | 3.4415          | 1.0 |
| 3.3875        | 5.24  | 72400  | 3.4453          | 1.0 |
| 3.3728        | 5.25  | 72500  | 3.4534          | 1.0 |
| 3.3134        | 5.26  | 72600  | 3.4396          | 1.0 |
| 3.3634        | 5.26  | 72700  | 3.4472          | 1.0 |
| 3.2482        | 5.27  | 72800  | 3.4448          | 1.0 |
| 3.299         | 5.28  | 72900  | 3.4571          | 1.0 |
| 3.3579        | 5.28  | 73000  | 3.4440          | 1.0 |
| 3.6011        | 5.29  | 73100  | 3.4507          | 1.0 |
| 3.2451        | 5.3   | 73200  | 3.4430          | 1.0 |
| 3.399         | 5.31  | 73300  | 3.4443          | 1.0 |
| 3.3605        | 5.31  | 73400  | 3.4525          | 1.0 |
| 3.3511        | 5.32  | 73500  | 3.4520          | 1.0 |
| 3.3946        | 5.33  | 73600  | 3.4402          | 1.0 |
| 3.3602        | 5.34  | 73700  | 3.4383          | 1.0 |
| 3.3105        | 5.34  | 73800  | 3.4492          | 1.0 |
| 3.3346        | 5.35  | 73900  | 3.4428          | 1.0 |
| 3.4219        | 5.36  | 74000  | 3.4534          | 1.0 |
| 3.3491        | 5.36  | 74100  | 3.4603          | 1.0 |
| 3.4207        | 5.37  | 74200  | 3.4512          | 1.0 |
| 3.2418        | 5.38  | 74300  | 3.4474          | 1.0 |
| 3.2637        | 5.39  | 74400  | 3.4402          | 1.0 |
| 3.4331        | 5.39  | 74500  | 3.4576          | 1.0 |
| 3.3483        | 5.4   | 74600  | 3.4518          | 1.0 |
| 3.2825        | 5.41  | 74700  | 3.4526          | 1.0 |
| 3.5443        | 5.42  | 74800  | 3.4380          | 1.0 |
| 3.3637        | 5.42  | 74900  | 3.4525          | 1.0 |
| 3.2016        | 5.43  | 75000  | 3.4483          | 1.0 |
| 3.3641        | 5.44  | 75100  | 3.4389          | 1.0 |
| 3.3869        | 5.44  | 75200  | 3.4511          | 1.0 |
| 3.2595        | 5.45  | 75300  | 3.4498          | 1.0 |
| 3.401         | 5.46  | 75400  | 3.4496          | 1.0 |
| 3.4416        | 5.47  | 75500  | 3.4502          | 1.0 |
| 3.3949        | 5.47  | 75600  | 3.4400          | 1.0 |
| 3.279         | 5.48  | 75700  | 3.4461          | 1.0 |
| 3.343         | 5.49  | 75800  | 3.4419          | 1.0 |
| 3.3848        | 5.49  | 75900  | 3.4470          | 1.0 |
| 3.3605        | 5.5   | 76000  | 3.4430          | 1.0 |
| 3.2786        | 5.51  | 76100  | 3.4479          | 1.0 |
| 3.4013        | 5.52  | 76200  | 3.4469          | 1.0 |
| 3.2064        | 5.52  | 76300  | 3.4420          | 1.0 |
| 3.5022        | 5.53  | 76400  | 3.4475          | 1.0 |
| 3.3093        | 5.54  | 76500  | 3.4431          | 1.0 |
| 3.3647        | 5.55  | 76600  | 3.4392          | 1.0 |
| 3.3971        | 5.55  | 76700  | 3.4434          | 1.0 |
| 3.3352        | 5.56  | 76800  | 3.4485          | 1.0 |
| 3.3756        | 5.57  | 76900  | 3.4453          | 1.0 |
| 3.2675        | 5.57  | 77000  | 3.4456          | 1.0 |
| 3.3187        | 5.58  | 77100  | 3.4471          | 1.0 |
| 3.3915        | 5.59  | 77200  | 3.4434          | 1.0 |
| 3.522         | 5.6   | 77300  | 3.4579          | 1.0 |
| 3.3715        | 5.6   | 77400  | 3.4459          | 1.0 |
| 3.2879        | 5.61  | 77500  | 3.4450          | 1.0 |
| 3.4566        | 5.62  | 77600  | 3.4446          | 1.0 |
| 3.3802        | 5.63  | 77700  | 3.4458          | 1.0 |
| 3.3286        | 5.63  | 77800  | 3.4417          | 1.0 |
| 3.3506        | 5.64  | 77900  | 3.4582          | 1.0 |
| 3.3646        | 5.65  | 78000  | 3.4382          | 1.0 |
| 3.3679        | 5.65  | 78100  | 3.4399          | 1.0 |
| 3.2344        | 5.66  | 78200  | 3.4389          | 1.0 |
| 3.362         | 5.67  | 78300  | 3.4528          | 1.0 |
| 3.3598        | 5.68  | 78400  | 3.4411          | 1.0 |
| 3.4368        | 5.68  | 78500  | 3.4416          | 1.0 |
| 3.3668        | 5.69  | 78600  | 3.4501          | 1.0 |
| 3.4889        | 5.7   | 78700  | 3.4469          | 1.0 |
| 3.5421        | 5.7   | 78800  | 3.4499          | 1.0 |
| 3.4562        | 5.71  | 78900  | 3.4489          | 1.0 |
| 3.4175        | 5.72  | 79000  | 3.4456          | 1.0 |
| 3.3624        | 5.73  | 79100  | 3.4457          | 1.0 |
| 3.338         | 5.73  | 79200  | 3.4480          | 1.0 |
| 3.2783        | 5.74  | 79300  | 3.4398          | 1.0 |
| 3.3664        | 5.75  | 79400  | 3.4454          | 1.0 |
| 3.3883        | 5.76  | 79500  | 3.4511          | 1.0 |
| 3.3578        | 5.76  | 79600  | 3.4480          | 1.0 |
| 3.2831        | 5.77  | 79700  | 3.4425          | 1.0 |
| 3.5258        | 5.78  | 79800  | 3.4522          | 1.0 |
| 3.2697        | 5.78  | 79900  | 3.4398          | 1.0 |
| 3.291         | 5.79  | 80000  | 3.4395          | 1.0 |
| 3.3994        | 5.8   | 80100  | 3.4401          | 1.0 |
| 3.3379        | 5.81  | 80200  | 3.4414          | 1.0 |
| 3.334         | 5.81  | 80300  | 3.4576          | 1.0 |
| 3.4343        | 5.82  | 80400  | 3.4524          | 1.0 |
| 3.3857        | 5.83  | 80500  | 3.4445          | 1.0 |
| 3.3657        | 5.84  | 80600  | 3.4437          | 1.0 |
| 3.3229        | 5.84  | 80700  | 3.4539          | 1.0 |
| 3.2913        | 5.85  | 80800  | 3.4466          | 1.0 |
| 3.2929        | 5.86  | 80900  | 3.4471          | 1.0 |
| 3.4581        | 5.86  | 81000  | 3.4367          | 1.0 |
| 3.3521        | 5.87  | 81100  | 3.4395          | 1.0 |
| 3.6423        | 5.88  | 81200  | 3.4395          | 1.0 |
| 3.3993        | 5.89  | 81300  | 3.4488          | 1.0 |
| 3.3382        | 5.89  | 81400  | 3.4626          | 1.0 |
| 3.2858        | 5.9   | 81500  | 3.4393          | 1.0 |
| 3.3802        | 5.91  | 81600  | 3.4430          | 1.0 |
| 3.4808        | 5.91  | 81700  | 3.4421          | 1.0 |
| 3.2911        | 5.92  | 81800  | 3.4458          | 1.0 |
| 3.199         | 5.93  | 81900  | 3.4411          | 1.0 |
| 3.7089        | 5.94  | 82000  | 3.4402          | 1.0 |
| 3.32          | 5.94  | 82100  | 3.4524          | 1.0 |
| 3.2283        | 5.95  | 82200  | 3.4465          | 1.0 |
| 3.3001        | 5.96  | 82300  | 3.4429          | 1.0 |
| 3.33          | 5.97  | 82400  | 3.4535          | 1.0 |
| 3.3269        | 5.97  | 82500  | 3.4445          | 1.0 |
| 3.3572        | 5.98  | 82600  | 3.4459          | 1.0 |
| 3.2905        | 5.99  | 82700  | 3.4475          | 1.0 |
| 3.4236        | 5.99  | 82800  | 3.4455          | 1.0 |
| 4.1378        | 6.0   | 82900  | 3.4454          | 1.0 |
| 3.4648        | 6.01  | 83000  | 3.4569          | 1.0 |
| 3.2289        | 6.02  | 83100  | 3.4562          | 1.0 |
| 3.511         | 6.02  | 83200  | 3.4452          | 1.0 |
| 5.6152        | 6.03  | 83300  | 3.4684          | 1.0 |
| 3.2102        | 6.04  | 83400  | 3.4555          | 1.0 |
| 3.389         | 6.05  | 83500  | 3.4429          | 1.0 |
| 3.773         | 6.05  | 83600  | 3.4436          | 1.0 |
| 3.3612        | 6.06  | 83700  | 3.4383          | 1.0 |
| 3.316         | 6.07  | 83800  | 3.4421          | 1.0 |
| 3.4754        | 6.07  | 83900  | 3.4444          | 1.0 |
| 3.4536        | 6.08  | 84000  | 3.4461          | 1.0 |
| 3.4987        | 6.09  | 84100  | 3.4441          | 1.0 |
| 3.5025        | 6.1   | 84200  | 3.4423          | 1.0 |
| 3.167         | 6.1   | 84300  | 3.4381          | 1.0 |
| 3.3875        | 6.11  | 84400  | 3.4458          | 1.0 |
| 3.3446        | 6.12  | 84500  | 3.4491          | 1.0 |
| 3.4824        | 6.12  | 84600  | 3.4476          | 1.0 |
| 3.4264        | 6.13  | 84700  | 3.4443          | 1.0 |
| 3.3786        | 6.14  | 84800  | 3.4391          | 1.0 |
| 3.3554        | 6.15  | 84900  | 3.4447          | 1.0 |
| 3.2566        | 6.15  | 85000  | 3.4410          | 1.0 |
| 3.7839        | 6.16  | 85100  | 3.4471          | 1.0 |
| 10.7563       | 6.17  | 85200  | 3.4516          | 1.0 |
| 3.501         | 6.18  | 85300  | 3.4458          | 1.0 |
| 3.3805        | 6.18  | 85400  | 3.4441          | 1.0 |
| 3.3758        | 6.19  | 85500  | 3.4384          | 1.0 |
| 3.4565        | 6.2   | 85600  | 3.4457          | 1.0 |
| 3.3889        | 6.2   | 85700  | 3.4542          | 1.0 |
| 3.6664        | 6.21  | 85800  | 3.4572          | 1.0 |
| 3.4372        | 6.22  | 85900  | 3.4442          | 1.0 |
| 3.3461        | 6.23  | 86000  | 3.4430          | 1.0 |
| 3.3446        | 6.23  | 86100  | 3.4410          | 1.0 |
| 4.1477        | 6.24  | 86200  | 3.4521          | 1.0 |
| 3.2528        | 6.25  | 86300  | 3.4441          | 1.0 |
| 5.4615        | 6.25  | 86400  | 3.4386          | 1.0 |
| 3.3977        | 6.26  | 86500  | 3.4507          | 1.0 |
| 3.3648        | 6.27  | 86600  | 3.4488          | 1.0 |
| 3.875         | 6.28  | 86700  | 3.4477          | 1.0 |
| 3.8437        | 6.28  | 86800  | 3.4421          | 1.0 |
| 3.2904        | 6.29  | 86900  | 3.4458          | 1.0 |
| 3.6029        | 6.3   | 87000  | 3.4536          | 1.0 |
| 3.2774        | 6.31  | 87100  | 3.4452          | 1.0 |
| 3.3557        | 6.31  | 87200  | 3.4491          | 1.0 |
| 3.344         | 6.32  | 87300  | 3.4550          | 1.0 |
| 3.1771        | 6.33  | 87400  | 3.4414          | 1.0 |
| 3.2468        | 6.33  | 87500  | 3.4407          | 1.0 |
| 3.3878        | 6.34  | 87600  | 3.4409          | 1.0 |
| 3.3175        | 6.35  | 87700  | 3.4402          | 1.0 |
| 3.3398        | 6.36  | 87800  | 3.4422          | 1.0 |
| 3.3925        | 6.36  | 87900  | 3.4480          | 1.0 |
| 3.2327        | 6.37  | 88000  | 3.4380          | 1.0 |
| 3.5039        | 6.38  | 88100  | 3.4449          | 1.0 |
| 4.6598        | 6.39  | 88200  | 3.4443          | 1.0 |
| 3.2816        | 6.39  | 88300  | 3.4471          | 1.0 |
| 3.2072        | 6.4   | 88400  | 3.4370          | 1.0 |
| 3.2164        | 6.41  | 88500  | 3.4455          | 1.0 |
| 3.1742        | 6.41  | 88600  | 3.4416          | 1.0 |
| 3.298         | 6.42  | 88700  | 3.4424          | 1.0 |
| 4.2488        | 6.43  | 88800  | 3.4485          | 1.0 |
| 3.3554        | 6.44  | 88900  | 3.4421          | 1.0 |
| 3.469         | 6.44  | 89000  | 3.4442          | 1.0 |
| 3.7796        | 6.45  | 89100  | 3.4478          | 1.0 |
| 3.357         | 6.46  | 89200  | 3.4493          | 1.0 |
| 3.3099        | 6.46  | 89300  | 3.4422          | 1.0 |
| 3.343         | 6.47  | 89400  | 3.4484          | 1.0 |
| 3.1808        | 6.48  | 89500  | 3.4493          | 1.0 |
| 3.3544        | 6.49  | 89600  | 3.4404          | 1.0 |
| 3.2563        | 6.49  | 89700  | 3.4427          | 1.0 |
| 4.8257        | 6.5   | 89800  | 3.4409          | 1.0 |
| 3.3544        | 6.51  | 89900  | 3.4435          | 1.0 |
| 3.3013        | 6.52  | 90000  | 3.4442          | 1.0 |
| 3.4374        | 6.52  | 90100  | 3.4389          | 1.0 |
| 3.3702        | 6.53  | 90200  | 3.4461          | 1.0 |
| 3.8491        | 6.54  | 90300  | 3.4469          | 1.0 |
| 3.3713        | 6.54  | 90400  | 3.4456          | 1.0 |
| 3.36          | 6.55  | 90500  | 3.4600          | 1.0 |
| 3.4559        | 6.56  | 90600  | 3.4541          | 1.0 |
| 3.9838        | 6.57  | 90700  | 3.4411          | 1.0 |
| 3.3675        | 6.57  | 90800  | 3.4448          | 1.0 |
| 3.3384        | 6.58  | 90900  | 3.4437          | 1.0 |
| 3.3098        | 6.59  | 91000  | 3.4401          | 1.0 |
| 3.344         | 6.6   | 91100  | 3.4412          | 1.0 |
| 3.3974        | 6.6   | 91200  | 3.4383          | 1.0 |
| 3.3255        | 6.61  | 91300  | 3.4468          | 1.0 |
| 3.3193        | 6.62  | 91400  | 3.4410          | 1.0 |
| 3.3432        | 6.62  | 91500  | 3.4429          | 1.0 |
| 3.5861        | 6.63  | 91600  | 3.4501          | 1.0 |
| 3.4078        | 6.64  | 91700  | 3.4466          | 1.0 |
| 3.4045        | 6.65  | 91800  | 3.4507          | 1.0 |
| 3.2148        | 6.65  | 91900  | 3.4440          | 1.0 |
| 3.446         | 6.66  | 92000  | 3.4431          | 1.0 |
| 3.2581        | 6.67  | 92100  | 3.4421          | 1.0 |
| 3.4569        | 6.67  | 92200  | 3.4477          | 1.0 |
| 3.3271        | 6.68  | 92300  | 3.4384          | 1.0 |
| 3.3428        | 6.69  | 92400  | 3.4379          | 1.0 |
| 5.7004        | 6.7   | 92500  | 3.4444          | 1.0 |
| 3.3441        | 6.7   | 92600  | 3.4525          | 1.0 |
| 3.4577        | 6.71  | 92700  | 3.4529          | 1.0 |
| 3.2188        | 6.72  | 92800  | 3.4386          | 1.0 |
| 3.3738        | 6.73  | 92900  | 3.4421          | 1.0 |
| 3.309         | 6.73  | 93000  | 3.4421          | 1.0 |
| 3.6994        | 6.74  | 93100  | 3.4476          | 1.0 |
| 3.4694        | 6.75  | 93200  | 3.4479          | 1.0 |
| 3.6629        | 6.75  | 93300  | 3.4433          | 1.0 |
| 3.2603        | 6.76  | 93400  | 3.4455          | 1.0 |
| 3.5258        | 6.77  | 93500  | 3.4466          | 1.0 |
| 3.3443        | 6.78  | 93600  | 3.4444          | 1.0 |
| 3.3363        | 6.78  | 93700  | 3.4389          | 1.0 |
| 3.8168        | 6.79  | 93800  | 3.4411          | 1.0 |
| 3.4222        | 6.8   | 93900  | 3.4447          | 1.0 |
| 3.6458        | 6.81  | 94000  | 3.4432          | 1.0 |
| 3.246         | 6.81  | 94100  | 3.4473          | 1.0 |
| 3.5288        | 6.82  | 94200  | 3.4468          | 1.0 |
| 3.4141        | 6.83  | 94300  | 3.4379          | 1.0 |
| 3.3348        | 6.83  | 94400  | 3.4394          | 1.0 |
| 3.3027        | 6.84  | 94500  | 3.4433          | 1.0 |
| 3.7383        | 6.85  | 94600  | 3.4431          | 1.0 |
| 3.2835        | 6.86  | 94700  | 3.4385          | 1.0 |
| 3.3132        | 6.86  | 94800  | 3.4435          | 1.0 |
| 3.5486        | 6.87  | 94900  | 3.4457          | 1.0 |
| 3.2407        | 6.88  | 95000  | 3.4401          | 1.0 |
| 5.9865        | 6.88  | 95100  | 3.4526          | 1.0 |
| 3.7244        | 6.89  | 95200  | 3.4456          | 1.0 |
| 3.4583        | 6.9   | 95300  | 3.4419          | 1.0 |
| 3.3585        | 6.91  | 95400  | 3.4406          | 1.0 |
| 3.3433        | 6.91  | 95500  | 3.4582          | 1.0 |
| 3.3487        | 6.92  | 95600  | 3.4446          | 1.0 |
| 3.2941        | 6.93  | 95700  | 3.4538          | 1.0 |
| 3.4637        | 6.94  | 95800  | 3.4380          | 1.0 |
| 3.6811        | 6.94  | 95900  | 3.4385          | 1.0 |
| 3.3364        | 6.95  | 96000  | 3.4476          | 1.0 |
| 3.3127        | 6.96  | 96100  | 3.4376          | 1.0 |
| 3.301         | 6.96  | 96200  | 3.4442          | 1.0 |
| 3.407         | 6.97  | 96300  | 3.4419          | 1.0 |
| 3.3103        | 6.98  | 96400  | 3.4444          | 1.0 |
| 3.514         | 6.99  | 96500  | 3.4496          | 1.0 |
| 3.257         | 6.99  | 96600  | 3.4499          | 1.0 |
| 3.4131        | 7.0   | 96700  | 3.4408          | 1.0 |
| 3.3395        | 7.01  | 96800  | 3.4395          | 1.0 |
| 3.3651        | 7.02  | 96900  | 3.4373          | 1.0 |
| 3.4559        | 7.02  | 97000  | 3.4431          | 1.0 |
| 3.8799        | 7.03  | 97100  | 3.4419          | 1.0 |
| 3.4603        | 7.04  | 97200  | 3.4411          | 1.0 |
| 3.3208        | 7.04  | 97300  | 3.4413          | 1.0 |
| 3.3491        | 7.05  | 97400  | 3.4389          | 1.0 |
| 3.3667        | 7.06  | 97500  | 3.4447          | 1.0 |
| 3.3628        | 7.07  | 97600  | 3.4418          | 1.0 |
| 3.322         | 7.07  | 97700  | 3.4448          | 1.0 |
| 3.4562        | 7.08  | 97800  | 3.4479          | 1.0 |
| 3.2331        | 7.09  | 97900  | 3.4522          | 1.0 |
| 3.4535        | 7.09  | 98000  | 3.4465          | 1.0 |
| 3.3035        | 7.1   | 98100  | 3.4444          | 1.0 |
| 3.3541        | 7.11  | 98200  | 3.4380          | 1.0 |
| 3.2874        | 7.12  | 98300  | 3.4413          | 1.0 |
| 3.4224        | 7.12  | 98400  | 3.4519          | 1.0 |
| 3.4403        | 7.13  | 98500  | 3.4447          | 1.0 |
| 3.2964        | 7.14  | 98600  | 3.4424          | 1.0 |
| 3.297         | 7.15  | 98700  | 3.4403          | 1.0 |
| 3.3279        | 7.15  | 98800  | 3.4469          | 1.0 |
| 3.3393        | 7.16  | 98900  | 3.4477          | 1.0 |
| 3.3377        | 7.17  | 99000  | 3.4437          | 1.0 |
| 3.3256        | 7.17  | 99100  | 3.4376          | 1.0 |
| 3.383         | 7.18  | 99200  | 3.4397          | 1.0 |
| 3.3298        | 7.19  | 99300  | 3.4414          | 1.0 |
| 5.1176        | 7.2   | 99400  | 3.4438          | 1.0 |
| 3.2854        | 7.2   | 99500  | 3.4463          | 1.0 |
| 3.3177        | 7.21  | 99600  | 3.4558          | 1.0 |
| 3.3946        | 7.22  | 99700  | 3.4420          | 1.0 |
| 3.3175        | 7.23  | 99800  | 3.4485          | 1.0 |
| 3.3535        | 7.23  | 99900  | 3.4416          | 1.0 |
| 3.332         | 7.24  | 100000 | 3.4375          | 1.0 |
| 3.2779        | 7.25  | 100100 | 3.4437          | 1.0 |
| 3.2977        | 7.25  | 100200 | 3.4438          | 1.0 |
| 3.3777        | 7.26  | 100300 | 3.4448          | 1.0 |
| 3.3096        | 7.27  | 100400 | 3.4414          | 1.0 |
| 3.3538        | 7.28  | 100500 | 3.4464          | 1.0 |
| 3.3164        | 7.28  | 100600 | 3.4456          | 1.0 |
| 3.4028        | 7.29  | 100700 | 3.4494          | 1.0 |
| 3.4322        | 7.3   | 100800 | 3.4554          | 1.0 |
| 3.2851        | 7.3   | 100900 | 3.4499          | 1.0 |
| 3.3666        | 7.31  | 101000 | 3.4394          | 1.0 |
| 3.2821        | 7.32  | 101100 | 3.4396          | 1.0 |
| 3.3335        | 7.33  | 101200 | 3.4454          | 1.0 |
| 3.3327        | 7.33  | 101300 | 3.4484          | 1.0 |
| 3.2771        | 7.34  | 101400 | 3.4416          | 1.0 |
| 3.2928        | 7.35  | 101500 | 3.4433          | 1.0 |
| 3.3341        | 7.36  | 101600 | 3.4482          | 1.0 |
| 3.2928        | 7.36  | 101700 | 3.4420          | 1.0 |
| 3.2428        | 7.37  | 101800 | 3.4428          | 1.0 |
| 3.3266        | 7.38  | 101900 | 3.4455          | 1.0 |
| 3.3004        | 7.38  | 102000 | 3.4481          | 1.0 |
| 3.3588        | 7.39  | 102100 | 3.4414          | 1.0 |
| 3.3312        | 7.4   | 102200 | 3.4510          | 1.0 |
| 3.4165        | 7.41  | 102300 | 3.4375          | 1.0 |
| 3.3087        | 7.41  | 102400 | 3.4522          | 1.0 |
| 3.353         | 7.42  | 102500 | 3.4400          | 1.0 |
| 3.1741        | 7.43  | 102600 | 3.4413          | 1.0 |
| 3.2123        | 7.44  | 102700 | 3.4472          | 1.0 |
| 3.1993        | 7.44  | 102800 | 3.4452          | 1.0 |
| 3.239         | 7.45  | 102900 | 3.4418          | 1.0 |
| 3.3241        | 7.46  | 103000 | 3.4496          | 1.0 |
| 3.2586        | 7.46  | 103100 | 3.4498          | 1.0 |
| 3.5903        | 7.47  | 103200 | 3.4465          | 1.0 |
| 3.3286        | 7.48  | 103300 | 3.4488          | 1.0 |
| 3.4615        | 7.49  | 103400 | 3.4486          | 1.0 |
| 3.3855        | 7.49  | 103500 | 3.4440          | 1.0 |
| 3.3819        | 7.5   | 103600 | 3.4534          | 1.0 |
| 3.3003        | 7.51  | 103700 | 3.4502          | 1.0 |
| 3.4232        | 7.51  | 103800 | 3.4429          | 1.0 |
| 3.2926        | 7.52  | 103900 | 3.4442          | 1.0 |
| 3.7337        | 7.53  | 104000 | 3.4516          | 1.0 |
| 3.3338        | 7.54  | 104100 | 3.4469          | 1.0 |
| 3.32          | 7.54  | 104200 | 3.4545          | 1.0 |
| 3.6807        | 7.55  | 104300 | 3.4449          | 1.0 |
| 3.3397        | 7.56  | 104400 | 3.4479          | 1.0 |
| 3.2993        | 7.57  | 104500 | 3.4424          | 1.0 |
| 3.3652        | 7.57  | 104600 | 3.4507          | 1.0 |
| 3.2885        | 7.58  | 104700 | 3.4437          | 1.0 |
| 3.4006        | 7.59  | 104800 | 3.4403          | 1.0 |
| 3.3361        | 7.59  | 104900 | 3.4432          | 1.0 |
| 3.4084        | 7.6   | 105000 | 3.4423          | 1.0 |
| 3.3251        | 7.61  | 105100 | 3.4418          | 1.0 |
| 3.3079        | 7.62  | 105200 | 3.4398          | 1.0 |
| 3.4738        | 7.62  | 105300 | 3.4497          | 1.0 |
| 3.5048        | 7.63  | 105400 | 3.4429          | 1.0 |
| 3.4189        | 7.64  | 105500 | 3.4410          | 1.0 |
| 3.3132        | 7.64  | 105600 | 3.4437          | 1.0 |
| 3.2738        | 7.65  | 105700 | 3.4457          | 1.0 |
| 3.2876        | 7.66  | 105800 | 3.4404          | 1.0 |
| 3.3413        | 7.67  | 105900 | 3.4458          | 1.0 |
| 3.3014        | 7.67  | 106000 | 3.4535          | 1.0 |
| 3.2244        | 7.68  | 106100 | 3.4436          | 1.0 |
| 3.2715        | 7.69  | 106200 | 3.4470          | 1.0 |
| 3.3593        | 7.7   | 106300 | 3.4410          | 1.0 |
| 3.334         | 7.7   | 106400 | 3.4525          | 1.0 |
| 3.3547        | 7.71  | 106500 | 3.4513          | 1.0 |
| 3.9896        | 7.72  | 106600 | 3.4381          | 1.0 |
| 3.4202        | 7.72  | 106700 | 3.4395          | 1.0 |
| 3.34          | 7.73  | 106800 | 3.4426          | 1.0 |
| 3.3778        | 7.74  | 106900 | 3.4508          | 1.0 |
| 3.3374        | 7.75  | 107000 | 3.4464          | 1.0 |
| 3.4008        | 7.75  | 107100 | 3.4365          | 1.0 |
| 3.2595        | 7.76  | 107200 | 3.4496          | 1.0 |
| 3.3261        | 7.77  | 107300 | 3.4543          | 1.0 |
| 3.2551        | 7.78  | 107400 | 3.4490          | 1.0 |
| 3.2967        | 7.78  | 107500 | 3.4404          | 1.0 |
| 3.4232        | 7.79  | 107600 | 3.4492          | 1.0 |
| 3.3992        | 7.8   | 107700 | 3.4448          | 1.0 |
| 3.3268        | 7.8   | 107800 | 3.4465          | 1.0 |
| 3.283         | 7.81  | 107900 | 3.4424          | 1.0 |
| 3.3488        | 7.82  | 108000 | 3.4446          | 1.0 |
| 3.3232        | 7.83  | 108100 | 3.4432          | 1.0 |
| 3.5081        | 7.83  | 108200 | 3.4460          | 1.0 |
| 3.2686        | 7.84  | 108300 | 3.4499          | 1.0 |
| 3.2465        | 7.85  | 108400 | 3.4429          | 1.0 |
| 3.5602        | 7.85  | 108500 | 3.4398          | 1.0 |
| 3.299         | 7.86  | 108600 | 3.4376          | 1.0 |
| 3.3437        | 7.87  | 108700 | 3.4428          | 1.0 |
| 3.3221        | 7.88  | 108800 | 3.4492          | 1.0 |
| 3.5462        | 7.88  | 108900 | 3.4414          | 1.0 |
| 3.3901        | 7.89  | 109000 | 3.4506          | 1.0 |
| 3.3598        | 7.9   | 109100 | 3.4421          | 1.0 |
| 3.3946        | 7.91  | 109200 | 3.4389          | 1.0 |
| 3.3013        | 7.91  | 109300 | 3.4444          | 1.0 |
| 3.3094        | 7.92  | 109400 | 3.4464          | 1.0 |
| 3.4829        | 7.93  | 109500 | 3.4379          | 1.0 |
| 3.2769        | 7.93  | 109600 | 3.4401          | 1.0 |
| 3.3359        | 7.94  | 109700 | 3.4437          | 1.0 |
| 3.3079        | 7.95  | 109800 | 3.4455          | 1.0 |
| 3.3623        | 7.96  | 109900 | 3.4447          | 1.0 |
| 3.3439        | 7.96  | 110000 | 3.4404          | 1.0 |
| 3.3045        | 7.97  | 110100 | 3.4520          | 1.0 |
| 3.2657        | 7.98  | 110200 | 3.4409          | 1.0 |
| 3.3187        | 7.99  | 110300 | 3.4430          | 1.0 |
| 3.349         | 7.99  | 110400 | 3.4430          | 1.0 |
| 3.3262        | 8.0   | 110500 | 3.4412          | 1.0 |
| 3.2603        | 8.01  | 110600 | 3.4440          | 1.0 |
| 3.4284        | 8.01  | 110700 | 3.4456          | 1.0 |
| 3.5993        | 8.02  | 110800 | 3.4518          | 1.0 |
| 5.6854        | 8.03  | 110900 | 3.4411          | 1.0 |
| 3.3856        | 8.04  | 111000 | 3.4430          | 1.0 |
| 3.5339        | 8.04  | 111100 | 3.4394          | 1.0 |
| 3.2691        | 8.05  | 111200 | 3.4425          | 1.0 |
| 3.3462        | 8.06  | 111300 | 3.4422          | 1.0 |
| 3.3469        | 8.06  | 111400 | 3.4458          | 1.0 |
| 3.3598        | 8.07  | 111500 | 3.4429          | 1.0 |
| 3.554         | 8.08  | 111600 | 3.4438          | 1.0 |
| 3.3207        | 8.09  | 111700 | 3.4480          | 1.0 |
| 3.2963        | 8.09  | 111800 | 3.4434          | 1.0 |
| 3.4644        | 8.1   | 111900 | 3.4417          | 1.0 |
| 3.4265        | 8.11  | 112000 | 3.4404          | 1.0 |
| 3.3026        | 8.12  | 112100 | 3.4442          | 1.0 |
| 3.2747        | 8.12  | 112200 | 3.4433          | 1.0 |
| 7.3735        | 8.13  | 112300 | 3.4403          | 1.0 |
| 3.4803        | 8.14  | 112400 | 3.4464          | 1.0 |
| 4.9879        | 8.14  | 112500 | 3.4454          | 1.0 |
| 3.4249        | 8.15  | 112600 | 3.4421          | 1.0 |
| 3.3493        | 8.16  | 112700 | 3.4403          | 1.0 |
| 3.3514        | 8.17  | 112800 | 3.4445          | 1.0 |
| 3.262         | 8.17  | 112900 | 3.4457          | 1.0 |
| 3.3517        | 8.18  | 113000 | 3.4479          | 1.0 |
| 3.2408        | 8.19  | 113100 | 3.4413          | 1.0 |
| 3.2346        | 8.2   | 113200 | 3.4415          | 1.0 |
| 3.2397        | 8.2   | 113300 | 3.4414          | 1.0 |
| 3.3794        | 8.21  | 113400 | 3.4502          | 1.0 |
| 3.516         | 8.22  | 113500 | 3.4507          | 1.0 |
| 3.4129        | 8.22  | 113600 | 3.4455          | 1.0 |
| 3.3381        | 8.23  | 113700 | 3.4540          | 1.0 |
| 3.3172        | 8.24  | 113800 | 3.4473          | 1.0 |
| 3.5307        | 8.25  | 113900 | 3.4431          | 1.0 |
| 3.3424        | 8.25  | 114000 | 3.4511          | 1.0 |
| 3.4004        | 8.26  | 114100 | 3.4434          | 1.0 |
| 3.4061        | 8.27  | 114200 | 3.4435          | 1.0 |
| 3.5333        | 8.27  | 114300 | 3.4415          | 1.0 |
| 3.2974        | 8.28  | 114400 | 3.4472          | 1.0 |
| 3.3827        | 8.29  | 114500 | 3.4469          | 1.0 |
| 3.5697        | 8.3   | 114600 | 3.4427          | 1.0 |
| 3.4561        | 8.3   | 114700 | 3.4433          | 1.0 |
| 3.5205        | 8.31  | 114800 | 3.4474          | 1.0 |
| 3.2541        | 8.32  | 114900 | 3.4475          | 1.0 |
| 3.4251        | 8.33  | 115000 | 3.4394          | 1.0 |
| 3.2477        | 8.33  | 115100 | 3.4524          | 1.0 |
| 3.4003        | 8.34  | 115200 | 3.4438          | 1.0 |
| 3.3378        | 8.35  | 115300 | 3.4447          | 1.0 |
| 3.2828        | 8.35  | 115400 | 3.4493          | 1.0 |
| 3.6974        | 8.36  | 115500 | 3.4507          | 1.0 |
| 3.3466        | 8.37  | 115600 | 3.4384          | 1.0 |
| 3.2601        | 8.38  | 115700 | 3.4538          | 1.0 |
| 3.8384        | 8.38  | 115800 | 3.4408          | 1.0 |
| 3.5255        | 8.39  | 115900 | 3.4446          | 1.0 |
| 3.3517        | 8.4   | 116000 | 3.4445          | 1.0 |
| 3.37          | 8.41  | 116100 | 3.4530          | 1.0 |
| 3.4486        | 8.41  | 116200 | 3.4446          | 1.0 |
| 3.4104        | 8.42  | 116300 | 3.4447          | 1.0 |
| 3.5267        | 8.43  | 116400 | 3.4410          | 1.0 |
| 3.4422        | 8.43  | 116500 | 3.4546          | 1.0 |
| 3.1616        | 8.44  | 116600 | 3.4400          | 1.0 |
| 3.3557        | 8.45  | 116700 | 3.4458          | 1.0 |
| 3.4674        | 8.46  | 116800 | 3.4443          | 1.0 |
| 3.3114        | 8.46  | 116900 | 3.4390          | 1.0 |
| 3.4986        | 8.47  | 117000 | 3.4405          | 1.0 |
| 3.4579        | 8.48  | 117100 | 3.4459          | 1.0 |
| 3.3369        | 8.48  | 117200 | 3.4403          | 1.0 |
| 3.4802        | 8.49  | 117300 | 3.4480          | 1.0 |
| 3.3244        | 8.5   | 117400 | 3.4447          | 1.0 |
| 3.3096        | 8.51  | 117500 | 3.4525          | 1.0 |
| 3.3415        | 8.51  | 117600 | 3.4516          | 1.0 |
| 3.416         | 8.52  | 117700 | 3.4396          | 1.0 |
| 3.3363        | 8.53  | 117800 | 3.4510          | 1.0 |
| 3.2588        | 8.54  | 117900 | 3.4439          | 1.0 |
| 3.4127        | 8.54  | 118000 | 3.4370          | 1.0 |
| 3.4268        | 8.55  | 118100 | 3.4472          | 1.0 |
| 3.3877        | 8.56  | 118200 | 3.4437          | 1.0 |
| 3.386         | 8.56  | 118300 | 3.4448          | 1.0 |
| 3.9643        | 8.57  | 118400 | 3.4500          | 1.0 |
| 3.2205        | 8.58  | 118500 | 3.4410          | 1.0 |
| 3.3372        | 8.59  | 118600 | 3.4486          | 1.0 |
| 3.3919        | 8.59  | 118700 | 3.4485          | 1.0 |
| 3.3279        | 8.6   | 118800 | 3.4408          | 1.0 |
| 3.3251        | 8.61  | 118900 | 3.4379          | 1.0 |
| 3.2832        | 8.62  | 119000 | 3.4388          | 1.0 |
| 3.2708        | 8.62  | 119100 | 3.4522          | 1.0 |
| 4.0701        | 8.63  | 119200 | 3.4436          | 1.0 |
| 3.5261        | 8.64  | 119300 | 3.4475          | 1.0 |
| 3.2695        | 8.64  | 119400 | 3.4411          | 1.0 |
| 3.4095        | 8.65  | 119500 | 3.4451          | 1.0 |
| 3.2641        | 8.66  | 119600 | 3.4527          | 1.0 |
| 3.6962        | 8.67  | 119700 | 3.4495          | 1.0 |
| 3.407         | 8.67  | 119800 | 3.4523          | 1.0 |
| 3.5073        | 8.68  | 119900 | 3.4612          | 1.0 |
| 3.4697        | 8.69  | 120000 | 3.4491          | 1.0 |
| 3.4643        | 8.69  | 120100 | 3.4427          | 1.0 |
| 3.5253        | 8.7   | 120200 | 3.4457          | 1.0 |
| 3.2562        | 8.71  | 120300 | 3.4545          | 1.0 |
| 3.2946        | 8.72  | 120400 | 3.4570          | 1.0 |
| 3.393         | 8.72  | 120500 | 3.4432          | 1.0 |
| 3.2528        | 8.73  | 120600 | 3.4391          | 1.0 |
| 3.4529        | 8.74  | 120700 | 3.4530          | 1.0 |
| 3.506         | 8.75  | 120800 | 3.4425          | 1.0 |
| 3.3464        | 8.75  | 120900 | 3.4420          | 1.0 |
| 3.3287        | 8.76  | 121000 | 3.4463          | 1.0 |
| 3.3165        | 8.77  | 121100 | 3.4509          | 1.0 |
| 3.3102        | 8.77  | 121200 | 3.4418          | 1.0 |
| 3.4206        | 8.78  | 121300 | 3.4495          | 1.0 |
| 3.5963        | 8.79  | 121400 | 3.4432          | 1.0 |
| 3.2621        | 8.8   | 121500 | 3.4455          | 1.0 |
| 3.3275        | 8.8   | 121600 | 3.4483          | 1.0 |
| 3.3654        | 8.81  | 121700 | 3.4476          | 1.0 |
| 3.4913        | 8.82  | 121800 | 3.4525          | 1.0 |
| 3.4162        | 8.83  | 121900 | 3.4409          | 1.0 |
| 3.221         | 8.83  | 122000 | 3.4415          | 1.0 |
| 3.3024        | 8.84  | 122100 | 3.4385          | 1.0 |
| 3.3451        | 8.85  | 122200 | 3.4428          | 1.0 |
| 3.3909        | 8.85  | 122300 | 3.4417          | 1.0 |
| 3.3237        | 8.86  | 122400 | 3.4472          | 1.0 |
| 3.2992        | 8.87  | 122500 | 3.4406          | 1.0 |
| 3.2422        | 8.88  | 122600 | 3.4492          | 1.0 |
| 3.3713        | 8.88  | 122700 | 3.4411          | 1.0 |
| 3.4062        | 8.89  | 122800 | 3.4412          | 1.0 |
| 3.3616        | 8.9   | 122900 | 3.4464          | 1.0 |
| 3.3811        | 8.9   | 123000 | 3.4382          | 1.0 |
| 3.3592        | 8.91  | 123100 | 3.4442          | 1.0 |
| 3.8331        | 8.92  | 123200 | 3.4423          | 1.0 |
| 3.3764        | 8.93  | 123300 | 3.4492          | 1.0 |
| 3.3964        | 8.93  | 123400 | 3.4390          | 1.0 |
| 3.5063        | 8.94  | 123500 | 3.4411          | 1.0 |
| 3.3627        | 8.95  | 123600 | 3.4467          | 1.0 |
| 4.1315        | 8.96  | 123700 | 3.4409          | 1.0 |
| 3.7114        | 8.96  | 123800 | 3.4456          | 1.0 |
| 3.3446        | 8.97  | 123900 | 3.4413          | 1.0 |
| 3.3777        | 8.98  | 124000 | 3.4464          | 1.0 |
| 3.6232        | 8.98  | 124100 | 3.4478          | 1.0 |
| 3.3275        | 8.99  | 124200 | 3.4474          | 1.0 |
| 3.5736        | 9.0   | 124300 | 3.4427          | 1.0 |
| 3.2052        | 9.01  | 124400 | 3.4455          | 1.0 |
| 3.3101        | 9.01  | 124500 | 3.4485          | 1.0 |
| 3.3523        | 9.02  | 124600 | 3.4389          | 1.0 |
| 3.3095        | 9.03  | 124700 | 3.4433          | 1.0 |
| 3.3152        | 9.03  | 124800 | 3.4402          | 1.0 |
| 3.2351        | 9.04  | 124900 | 3.4452          | 1.0 |
| 3.5137        | 9.05  | 125000 | 3.4458          | 1.0 |
| 3.3489        | 9.06  | 125100 | 3.4431          | 1.0 |
| 3.3822        | 9.06  | 125200 | 3.4370          | 1.0 |
| 3.3842        | 9.07  | 125300 | 3.4359          | 1.0 |
| 3.306         | 9.08  | 125400 | 3.4439          | 1.0 |
| 3.3784        | 9.09  | 125500 | 3.4538          | 1.0 |
| 3.3313        | 9.09  | 125600 | 3.4410          | 1.0 |
| 3.2891        | 9.1   | 125700 | 3.4397          | 1.0 |
| 3.321         | 9.11  | 125800 | 3.4457          | 1.0 |
| 3.2479        | 9.11  | 125900 | 3.4448          | 1.0 |
| 3.3723        | 9.12  | 126000 | 3.4409          | 1.0 |
| 3.3203        | 9.13  | 126100 | 3.4439          | 1.0 |
| 3.2906        | 9.14  | 126200 | 3.4388          | 1.0 |
| 3.2164        | 9.14  | 126300 | 3.4427          | 1.0 |
| 3.2608        | 9.15  | 126400 | 3.4396          | 1.0 |
| 3.3739        | 9.16  | 126500 | 3.4536          | 1.0 |
| 3.3479        | 9.17  | 126600 | 3.4533          | 1.0 |
| 3.4664        | 9.17  | 126700 | 3.4491          | 1.0 |
| 3.326         | 9.18  | 126800 | 3.4402          | 1.0 |
| 3.3056        | 9.19  | 126900 | 3.4398          | 1.0 |
| 3.3528        | 9.19  | 127000 | 3.4424          | 1.0 |
| 3.2717        | 9.2   | 127100 | 3.4409          | 1.0 |
| 3.3564        | 9.21  | 127200 | 3.4497          | 1.0 |
| 3.4015        | 9.22  | 127300 | 3.4435          | 1.0 |
| 3.3325        | 9.22  | 127400 | 3.4478          | 1.0 |
| 3.4459        | 9.23  | 127500 | 3.4479          | 1.0 |
| 3.2151        | 9.24  | 127600 | 3.4519          | 1.0 |
| 3.2456        | 9.24  | 127700 | 3.4408          | 1.0 |
| 3.3108        | 9.25  | 127800 | 3.4430          | 1.0 |
| 3.3965        | 9.26  | 127900 | 3.4427          | 1.0 |
| 3.4911        | 9.27  | 128000 | 3.4430          | 1.0 |
| 3.3996        | 9.27  | 128100 | 3.4458          | 1.0 |
| 3.3408        | 9.28  | 128200 | 3.4435          | 1.0 |
| 3.353         | 9.29  | 128300 | 3.4468          | 1.0 |
| 3.5449        | 9.3   | 128400 | 3.4401          | 1.0 |
| 3.3564        | 9.3   | 128500 | 3.4481          | 1.0 |
| 3.4768        | 9.31  | 128600 | 3.4450          | 1.0 |
| 3.3972        | 9.32  | 128700 | 3.4467          | 1.0 |
| 3.3295        | 9.32  | 128800 | 3.4385          | 1.0 |
| 3.3181        | 9.33  | 128900 | 3.4435          | 1.0 |
| 3.3224        | 9.34  | 129000 | 3.4467          | 1.0 |
| 3.3471        | 9.35  | 129100 | 3.4415          | 1.0 |
| 3.3379        | 9.35  | 129200 | 3.4458          | 1.0 |
| 3.3991        | 9.36  | 129300 | 3.4420          | 1.0 |
| 3.4037        | 9.37  | 129400 | 3.4433          | 1.0 |
| 3.3157        | 9.38  | 129500 | 3.4450          | 1.0 |
| 3.3739        | 9.38  | 129600 | 3.4426          | 1.0 |
| 3.2556        | 9.39  | 129700 | 3.4473          | 1.0 |
| 3.3451        | 9.4   | 129800 | 3.4413          | 1.0 |
| 3.3694        | 9.4   | 129900 | 3.4462          | 1.0 |
| 3.343         | 9.41  | 130000 | 3.4408          | 1.0 |
| 3.4286        | 9.42  | 130100 | 3.4495          | 1.0 |
| 3.4468        | 9.43  | 130200 | 3.4450          | 1.0 |
| 3.3417        | 9.43  | 130300 | 3.4457          | 1.0 |
| 3.4661        | 9.44  | 130400 | 3.4409          | 1.0 |
| 3.2859        | 9.45  | 130500 | 3.4412          | 1.0 |
| 3.3164        | 9.45  | 130600 | 3.4495          | 1.0 |
| 3.3542        | 9.46  | 130700 | 3.4428          | 1.0 |
| 3.2783        | 9.47  | 130800 | 3.4398          | 1.0 |
| 3.421         | 9.48  | 130900 | 3.4408          | 1.0 |
| 3.3765        | 9.48  | 131000 | 3.4443          | 1.0 |
| 3.3822        | 9.49  | 131100 | 3.4458          | 1.0 |
| 3.2261        | 9.5   | 131200 | 3.4437          | 1.0 |
| 3.362         | 9.51  | 131300 | 3.4388          | 1.0 |
| 3.3203        | 9.51  | 131400 | 3.4498          | 1.0 |
| 3.2326        | 9.52  | 131500 | 3.4415          | 1.0 |
| 3.3897        | 9.53  | 131600 | 3.4556          | 1.0 |
| 3.3434        | 9.53  | 131700 | 3.4421          | 1.0 |
| 3.3297        | 9.54  | 131800 | 3.4394          | 1.0 |
| 3.4889        | 9.55  | 131900 | 3.4420          | 1.0 |
| 3.3502        | 9.56  | 132000 | 3.4425          | 1.0 |
| 3.4079        | 9.56  | 132100 | 3.4370          | 1.0 |
| 3.213         | 9.57  | 132200 | 3.4479          | 1.0 |
| 3.3935        | 9.58  | 132300 | 3.4433          | 1.0 |
| 3.2598        | 9.59  | 132400 | 3.4431          | 1.0 |
| 3.3968        | 9.59  | 132500 | 3.4442          | 1.0 |
| 3.338         | 9.6   | 132600 | 3.4433          | 1.0 |
| 3.3268        | 9.61  | 132700 | 3.4447          | 1.0 |
| 3.3656        | 9.61  | 132800 | 3.4394          | 1.0 |
| 3.3782        | 9.62  | 132900 | 3.4397          | 1.0 |
| 3.3787        | 9.63  | 133000 | 3.4440          | 1.0 |
| 5.5557        | 9.64  | 133100 | 3.4396          | 1.0 |
| 3.4011        | 9.64  | 133200 | 3.4448          | 1.0 |
| 3.7319        | 9.65  | 133300 | 3.4447          | 1.0 |
| 3.5717        | 9.66  | 133400 | 3.4387          | 1.0 |
| 3.3051        | 9.66  | 133500 | 3.4460          | 1.0 |
| 3.3485        | 9.67  | 133600 | 3.4513          | 1.0 |
| 3.4845        | 9.68  | 133700 | 3.4506          | 1.0 |
| 3.335         | 9.69  | 133800 | 3.4415          | 1.0 |
| 3.2942        | 9.69  | 133900 | 3.4439          | 1.0 |
| 3.2748        | 9.7   | 134000 | 3.4390          | 1.0 |
| 3.392         | 9.71  | 134100 | 3.4490          | 1.0 |
| 3.3396        | 9.72  | 134200 | 3.4463          | 1.0 |
| 3.3097        | 9.72  | 134300 | 3.4440          | 1.0 |
| 3.3421        | 9.73  | 134400 | 3.4498          | 1.0 |
| 3.5204        | 9.74  | 134500 | 3.4514          | 1.0 |
| 3.8217        | 9.74  | 134600 | 3.4463          | 1.0 |
| 3.3094        | 9.75  | 134700 | 3.4402          | 1.0 |
| 3.3267        | 9.76  | 134800 | 3.4425          | 1.0 |
| 3.3396        | 9.77  | 134900 | 3.4429          | 1.0 |
| 3.3117        | 9.77  | 135000 | 3.4415          | 1.0 |
| 3.4302        | 9.78  | 135100 | 3.4406          | 1.0 |
| 3.2691        | 9.79  | 135200 | 3.4405          | 1.0 |
| 3.337         | 9.8   | 135300 | 3.4416          | 1.0 |
| 3.3437        | 9.8   | 135400 | 3.4427          | 1.0 |
| 3.3744        | 9.81  | 135500 | 3.4477          | 1.0 |
| 3.3151        | 9.82  | 135600 | 3.4388          | 1.0 |
| 3.3742        | 9.82  | 135700 | 3.4448          | 1.0 |
| 3.3093        | 9.83  | 135800 | 3.4462          | 1.0 |
| 3.4145        | 9.84  | 135900 | 3.4413          | 1.0 |
| 3.3858        | 9.85  | 136000 | 3.4459          | 1.0 |
| 3.3464        | 9.85  | 136100 | 3.4432          | 1.0 |
| 3.3831        | 9.86  | 136200 | 3.4467          | 1.0 |
| 3.2715        | 9.87  | 136300 | 3.4442          | 1.0 |
| 3.3594        | 9.87  | 136400 | 3.4444          | 1.0 |
| 3.3679        | 9.88  | 136500 | 3.4498          | 1.0 |
| 3.346         | 9.89  | 136600 | 3.4380          | 1.0 |
| 3.3156        | 9.9   | 136700 | 3.4501          | 1.0 |
| 3.3689        | 9.9   | 136800 | 3.4403          | 1.0 |
| 3.3157        | 9.91  | 136900 | 3.4461          | 1.0 |
| 3.2955        | 9.92  | 137000 | 3.4460          | 1.0 |
| 3.2288        | 9.93  | 137100 | 3.4429          | 1.0 |
| 3.3068        | 9.93  | 137200 | 3.4442          | 1.0 |
| 3.3965        | 9.94  | 137300 | 3.4400          | 1.0 |
| 3.3238        | 9.95  | 137400 | 3.4464          | 1.0 |
| 3.3469        | 9.95  | 137500 | 3.4496          | 1.0 |
| 3.3818        | 9.96  | 137600 | 3.4446          | 1.0 |
| 3.3677        | 9.97  | 137700 | 3.4487          | 1.0 |
| 3.4811        | 9.98  | 137800 | 3.4441          | 1.0 |
| 3.3636        | 9.98  | 137900 | 3.4456          | 1.0 |
| 3.3305        | 9.99  | 138000 | 3.4417          | 1.0 |
| 3.4025        | 10.0  | 138100 | 3.4401          | 1.0 |
| 3.4951        | 10.01 | 138200 | 3.4392          | 1.0 |
| 3.2803        | 10.01 | 138300 | 3.4411          | 1.0 |
| 4.6095        | 10.02 | 138400 | 3.4446          | 1.0 |
| 3.3677        | 10.03 | 138500 | 3.4465          | 1.0 |
| 3.4183        | 10.03 | 138600 | 3.4434          | 1.0 |
| 3.3482        | 10.04 | 138700 | 3.4430          | 1.0 |
| 3.2795        | 10.05 | 138800 | 3.4449          | 1.0 |
| 3.282         | 10.06 | 138900 | 3.4455          | 1.0 |
| 3.2617        | 10.06 | 139000 | 3.4442          | 1.0 |
| 3.5404        | 10.07 | 139100 | 3.4375          | 1.0 |
| 3.3432        | 10.08 | 139200 | 3.4447          | 1.0 |
| 3.3643        | 10.08 | 139300 | 3.4429          | 1.0 |
| 3.3022        | 10.09 | 139400 | 3.4415          | 1.0 |
| 3.4062        | 10.1  | 139500 | 3.4415          | 1.0 |
| 3.374         | 10.11 | 139600 | 3.4405          | 1.0 |
| 3.2843        | 10.11 | 139700 | 3.4435          | 1.0 |
| 3.6033        | 10.12 | 139800 | 3.4473          | 1.0 |
| 3.3374        | 10.13 | 139900 | 3.4428          | 1.0 |
| 3.3877        | 10.14 | 140000 | 3.4513          | 1.0 |
| 3.3533        | 10.14 | 140100 | 3.4484          | 1.0 |
| 3.3678        | 10.15 | 140200 | 3.4481          | 1.0 |
| 3.276         | 10.16 | 140300 | 3.4416          | 1.0 |
| 3.3052        | 10.16 | 140400 | 3.4483          | 1.0 |
| 3.4821        | 10.17 | 140500 | 3.4390          | 1.0 |
| 3.2748        | 10.18 | 140600 | 3.4389          | 1.0 |
| 3.2742        | 10.19 | 140700 | 3.4482          | 1.0 |
| 3.2824        | 10.19 | 140800 | 3.4416          | 1.0 |
| 3.37          | 10.2  | 140900 | 3.4435          | 1.0 |
| 3.3768        | 10.21 | 141000 | 3.4458          | 1.0 |
| 3.2652        | 10.22 | 141100 | 3.4454          | 1.0 |
| 3.4041        | 10.22 | 141200 | 3.4425          | 1.0 |
| 3.4062        | 10.23 | 141300 | 3.4465          | 1.0 |
| 3.2338        | 10.24 | 141400 | 3.4438          | 1.0 |
| 3.4214        | 10.24 | 141500 | 3.4425          | 1.0 |
| 3.3741        | 10.25 | 141600 | 3.4389          | 1.0 |
| 3.3156        | 10.26 | 141700 | 3.4468          | 1.0 |
| 3.43          | 10.27 | 141800 | 3.4430          | 1.0 |
| 3.3447        | 10.27 | 141900 | 3.4456          | 1.0 |
| 3.2682        | 10.28 | 142000 | 3.4517          | 1.0 |
| 3.3296        | 10.29 | 142100 | 3.4484          | 1.0 |
| 3.2508        | 10.29 | 142200 | 3.4420          | 1.0 |
| 3.3328        | 10.3  | 142300 | 3.4472          | 1.0 |
| 3.2838        | 10.31 | 142400 | 3.4439          | 1.0 |
| 3.3274        | 10.32 | 142500 | 3.4408          | 1.0 |
| 3.4848        | 10.32 | 142600 | 3.4448          | 1.0 |
| 3.5383        | 10.33 | 142700 | 3.4423          | 1.0 |
| 3.231         | 10.34 | 142800 | 3.4463          | 1.0 |
| 3.1536        | 10.35 | 142900 | 3.4437          | 1.0 |
| 3.281         | 10.35 | 143000 | 3.4436          | 1.0 |
| 3.2452        | 10.36 | 143100 | 3.4393          | 1.0 |
| 3.5728        | 10.37 | 143200 | 3.4406          | 1.0 |
| 3.3216        | 10.37 | 143300 | 3.4403          | 1.0 |
| 3.3496        | 10.38 | 143400 | 3.4397          | 1.0 |
| 3.3177        | 10.39 | 143500 | 3.4559          | 1.0 |
| 3.3153        | 10.4  | 143600 | 3.4460          | 1.0 |
| 3.4076        | 10.4  | 143700 | 3.4441          | 1.0 |
| 3.4137        | 10.41 | 143800 | 3.4397          | 1.0 |
| 3.3806        | 10.42 | 143900 | 3.4488          | 1.0 |
| 3.366         | 10.42 | 144000 | 3.4462          | 1.0 |
| 3.4151        | 10.43 | 144100 | 3.4446          | 1.0 |
| 3.3399        | 10.44 | 144200 | 3.4447          | 1.0 |
| 3.3705        | 10.45 | 144300 | 3.4392          | 1.0 |
| 3.5029        | 10.45 | 144400 | 3.4513          | 1.0 |
| 3.3149        | 10.46 | 144500 | 3.4458          | 1.0 |
| 3.3677        | 10.47 | 144600 | 3.4442          | 1.0 |
| 3.408         | 10.48 | 144700 | 3.4403          | 1.0 |
| 3.3738        | 10.48 | 144800 | 3.4405          | 1.0 |
| 3.2886        | 10.49 | 144900 | 3.4447          | 1.0 |
| 3.3321        | 10.5  | 145000 | 3.4455          | 1.0 |
| 3.4341        | 10.5  | 145100 | 3.4476          | 1.0 |
| 3.4789        | 10.51 | 145200 | 3.4436          | 1.0 |
| 3.4361        | 10.52 | 145300 | 3.4488          | 1.0 |
| 3.3073        | 10.53 | 145400 | 3.4495          | 1.0 |
| 3.3372        | 10.53 | 145500 | 3.4461          | 1.0 |
| 3.31          | 10.54 | 145600 | 3.4512          | 1.0 |
| 3.4571        | 10.55 | 145700 | 3.4473          | 1.0 |
| 3.3517        | 10.56 | 145800 | 3.4435          | 1.0 |
| 3.4304        | 10.56 | 145900 | 3.4428          | 1.0 |
| 3.4364        | 10.57 | 146000 | 3.4369          | 1.0 |
| 3.5522        | 10.58 | 146100 | 3.4431          | 1.0 |
| 3.421         | 10.58 | 146200 | 3.4426          | 1.0 |
| 3.3087        | 10.59 | 146300 | 3.4436          | 1.0 |
| 3.2905        | 10.6  | 146400 | 3.4417          | 1.0 |
| 3.4746        | 10.61 | 146500 | 3.4419          | 1.0 |
| 3.3347        | 10.61 | 146600 | 3.4396          | 1.0 |
| 3.2969        | 10.62 | 146700 | 3.4471          | 1.0 |
| 3.3403        | 10.63 | 146800 | 3.4453          | 1.0 |
| 3.8747        | 10.63 | 146900 | 3.4447          | 1.0 |
| 3.3049        | 10.64 | 147000 | 3.4458          | 1.0 |
| 3.3451        | 10.65 | 147100 | 3.4441          | 1.0 |
| 3.4467        | 10.66 | 147200 | 3.4439          | 1.0 |
| 3.3037        | 10.66 | 147300 | 3.4425          | 1.0 |
| 3.3891        | 10.67 | 147400 | 3.4427          | 1.0 |
| 3.2158        | 10.68 | 147500 | 3.4436          | 1.0 |
| 3.3726        | 10.69 | 147600 | 3.4438          | 1.0 |
| 3.3391        | 10.69 | 147700 | 3.4548          | 1.0 |
| 3.2352        | 10.7  | 147800 | 3.4414          | 1.0 |
| 3.3604        | 10.71 | 147900 | 3.4408          | 1.0 |
| 3.3056        | 10.71 | 148000 | 3.4407          | 1.0 |
| 3.3201        | 10.72 | 148100 | 3.4404          | 1.0 |
| 3.4137        | 10.73 | 148200 | 3.4423          | 1.0 |
| 3.3336        | 10.74 | 148300 | 3.4455          | 1.0 |
| 3.317         | 10.74 | 148400 | 3.4426          | 1.0 |
| 3.2644        | 10.75 | 148500 | 3.4427          | 1.0 |
| 3.4462        | 10.76 | 148600 | 3.4429          | 1.0 |
| 3.448         | 10.77 | 148700 | 3.4479          | 1.0 |
| 3.8269        | 10.77 | 148800 | 3.4428          | 1.0 |
| 3.2383        | 10.78 | 148900 | 3.4400          | 1.0 |
| 3.4066        | 10.79 | 149000 | 3.4412          | 1.0 |
| 3.2348        | 10.79 | 149100 | 3.4491          | 1.0 |
| 3.2971        | 10.8  | 149200 | 3.4464          | 1.0 |
| 3.2493        | 10.81 | 149300 | 3.4509          | 1.0 |
| 3.4274        | 10.82 | 149400 | 3.4420          | 1.0 |
| 3.4327        | 10.82 | 149500 | 3.4441          | 1.0 |
| 3.7189        | 10.83 | 149600 | 3.4377          | 1.0 |
| 3.3102        | 10.84 | 149700 | 3.4484          | 1.0 |
| 3.4991        | 10.84 | 149800 | 3.4460          | 1.0 |
| 3.2776        | 10.85 | 149900 | 3.4428          | 1.0 |
| 3.4605        | 10.86 | 150000 | 3.4469          | 1.0 |
| 3.8307        | 10.87 | 150100 | 3.4500          | 1.0 |
| 3.3874        | 10.87 | 150200 | 3.4454          | 1.0 |
| 3.3007        | 10.88 | 150300 | 3.4433          | 1.0 |
| 3.4145        | 10.89 | 150400 | 3.4434          | 1.0 |
| 3.1793        | 10.9  | 150500 | 3.4401          | 1.0 |
| 3.27          | 10.9  | 150600 | 3.4459          | 1.0 |
| 3.3434        | 10.91 | 150700 | 3.4400          | 1.0 |
| 3.3301        | 10.92 | 150800 | 3.4389          | 1.0 |
| 3.622         | 10.92 | 150900 | 3.4451          | 1.0 |
| 3.2369        | 10.93 | 151000 | 3.4417          | 1.0 |
| 3.4093        | 10.94 | 151100 | 3.4520          | 1.0 |
| 3.3885        | 10.95 | 151200 | 3.4448          | 1.0 |
| 3.4032        | 10.95 | 151300 | 3.4453          | 1.0 |
| 3.4659        | 10.96 | 151400 | 3.4445          | 1.0 |
| 5.0434        | 10.97 | 151500 | 3.4457          | 1.0 |
| 3.5397        | 10.98 | 151600 | 3.4409          | 1.0 |
| 3.4057        | 10.98 | 151700 | 3.4426          | 1.0 |
| 3.2813        | 10.99 | 151800 | 3.4471          | 1.0 |
| 3.2432        | 11.0  | 151900 | 3.4465          | 1.0 |
| 3.3493        | 11.0  | 152000 | 3.4466          | 1.0 |
| 3.4295        | 11.01 | 152100 | 3.4379          | 1.0 |
| 3.2836        | 11.02 | 152200 | 3.4421          | 1.0 |
| 3.3436        | 11.03 | 152300 | 3.4429          | 1.0 |
| 3.2982        | 11.03 | 152400 | 3.4473          | 1.0 |
| 3.3687        | 11.04 | 152500 | 3.4428          | 1.0 |
| 3.362         | 11.05 | 152600 | 3.4387          | 1.0 |
| 3.3621        | 11.05 | 152700 | 3.4410          | 1.0 |
| 3.4442        | 11.06 | 152800 | 3.4392          | 1.0 |
| 3.247         | 11.07 | 152900 | 3.4536          | 1.0 |
| 3.3843        | 11.08 | 153000 | 3.4479          | 1.0 |
| 3.3548        | 11.08 | 153100 | 3.4425          | 1.0 |
| 3.376         | 11.09 | 153200 | 3.4394          | 1.0 |
| 3.3866        | 11.1  | 153300 | 3.4389          | 1.0 |
| 3.3348        | 11.11 | 153400 | 3.4484          | 1.0 |
| 3.3206        | 11.11 | 153500 | 3.4468          | 1.0 |
| 3.4335        | 11.12 | 153600 | 3.4445          | 1.0 |
| 3.3921        | 11.13 | 153700 | 3.4456          | 1.0 |
| 3.434         | 11.13 | 153800 | 3.4422          | 1.0 |
| 3.3742        | 11.14 | 153900 | 3.4434          | 1.0 |
| 3.3157        | 11.15 | 154000 | 3.4444          | 1.0 |
| 3.4209        | 11.16 | 154100 | 3.4411          | 1.0 |
| 3.3413        | 11.16 | 154200 | 3.4457          | 1.0 |
| 3.3626        | 11.17 | 154300 | 3.4451          | 1.0 |
| 3.3541        | 11.18 | 154400 | 3.4391          | 1.0 |
| 3.2927        | 11.19 | 154500 | 3.4515          | 1.0 |
| 3.3222        | 11.19 | 154600 | 3.4498          | 1.0 |
| 3.2971        | 11.2  | 154700 | 3.4521          | 1.0 |
| 3.3817        | 11.21 | 154800 | 3.4482          | 1.0 |
| 3.3806        | 11.21 | 154900 | 3.4467          | 1.0 |
| 3.2959        | 11.22 | 155000 | 3.4417          | 1.0 |
| 3.4212        | 11.23 | 155100 | 3.4438          | 1.0 |
| 3.3606        | 11.24 | 155200 | 3.4382          | 1.0 |
| 3.3119        | 11.24 | 155300 | 3.4381          | 1.0 |
| 3.4004        | 11.25 | 155400 | 3.4403          | 1.0 |
| 3.2865        | 11.26 | 155500 | 3.4469          | 1.0 |
| 3.3606        | 11.26 | 155600 | 3.4492          | 1.0 |
| 3.2771        | 11.27 | 155700 | 3.4407          | 1.0 |
| 3.3281        | 11.28 | 155800 | 3.4461          | 1.0 |
| 3.3006        | 11.29 | 155900 | 3.4505          | 1.0 |
| 3.3116        | 11.29 | 156000 | 3.4440          | 1.0 |
| 3.4326        | 11.3  | 156100 | 3.4475          | 1.0 |
| 3.2976        | 11.31 | 156200 | 3.4517          | 1.0 |
| 3.3424        | 11.32 | 156300 | 3.4429          | 1.0 |
| 3.5005        | 11.32 | 156400 | 3.4398          | 1.0 |
| 3.2623        | 11.33 | 156500 | 3.4382          | 1.0 |
| 3.331         | 11.34 | 156600 | 3.4472          | 1.0 |
| 3.3657        | 11.34 | 156700 | 3.4413          | 1.0 |
| 3.3101        | 11.35 | 156800 | 3.4496          | 1.0 |
| 3.3516        | 11.36 | 156900 | 3.4465          | 1.0 |
| 3.752         | 11.37 | 157000 | 3.4419          | 1.0 |
| 3.2446        | 11.37 | 157100 | 3.4416          | 1.0 |
| 3.2753        | 11.38 | 157200 | 3.4406          | 1.0 |
| 3.2386        | 11.39 | 157300 | 3.4420          | 1.0 |
| 3.3541        | 11.4  | 157400 | 3.4409          | 1.0 |
| 3.4276        | 11.4  | 157500 | 3.4430          | 1.0 |
| 3.2635        | 11.41 | 157600 | 3.4442          | 1.0 |
| 3.4478        | 11.42 | 157700 | 3.4413          | 1.0 |
| 3.3043        | 11.42 | 157800 | 3.4491          | 1.0 |
| 3.3014        | 11.43 | 157900 | 3.4413          | 1.0 |
| 3.3542        | 11.44 | 158000 | 3.4436          | 1.0 |
| 3.3745        | 11.45 | 158100 | 3.4465          | 1.0 |
| 3.3318        | 11.45 | 158200 | 3.4463          | 1.0 |
| 3.3373        | 11.46 | 158300 | 3.4444          | 1.0 |
| 3.4279        | 11.47 | 158400 | 3.4386          | 1.0 |
| 3.3588        | 11.47 | 158500 | 3.4449          | 1.0 |
| 3.338         | 11.48 | 158600 | 3.4399          | 1.0 |
| 3.4119        | 11.49 | 158700 | 3.4376          | 1.0 |
| 3.2989        | 11.5  | 158800 | 3.4462          | 1.0 |
| 3.1883        | 11.5  | 158900 | 3.4398          | 1.0 |
| 3.277         | 11.51 | 159000 | 3.4457          | 1.0 |
| 3.2838        | 11.52 | 159100 | 3.4481          | 1.0 |
| 3.3205        | 11.53 | 159200 | 3.4496          | 1.0 |
| 3.2713        | 11.53 | 159300 | 3.4435          | 1.0 |
| 3.3927        | 11.54 | 159400 | 3.4441          | 1.0 |
| 3.5806        | 11.55 | 159500 | 3.4466          | 1.0 |
| 3.3704        | 11.55 | 159600 | 3.4462          | 1.0 |
| 3.3217        | 11.56 | 159700 | 3.4444          | 1.0 |
| 3.2637        | 11.57 | 159800 | 3.4481          | 1.0 |
| 3.2525        | 11.58 | 159900 | 3.4456          | 1.0 |
| 3.3364        | 11.58 | 160000 | 3.4445          | 1.0 |
| 3.3219        | 11.59 | 160100 | 3.4431          | 1.0 |
| 3.3982        | 11.6  | 160200 | 3.4489          | 1.0 |
| 3.2253        | 11.61 | 160300 | 3.4409          | 1.0 |
| 3.2497        | 11.61 | 160400 | 3.4427          | 1.0 |
| 3.3137        | 11.62 | 160500 | 3.4454          | 1.0 |
| 3.566         | 11.63 | 160600 | 3.4419          | 1.0 |
| 3.3203        | 11.63 | 160700 | 3.4460          | 1.0 |
| 3.3048        | 11.64 | 160800 | 3.4439          | 1.0 |
| 3.371         | 11.65 | 160900 | 3.4432          | 1.0 |
| 3.249         | 11.66 | 161000 | 3.4412          | 1.0 |
| 3.2731        | 11.66 | 161100 | 3.4430          | 1.0 |
| 3.3787        | 11.67 | 161200 | 3.4426          | 1.0 |
| 3.2696        | 11.68 | 161300 | 3.4479          | 1.0 |
| 3.7056        | 11.68 | 161400 | 3.4417          | 1.0 |
| 3.3999        | 11.69 | 161500 | 3.4455          | 1.0 |
| 3.292         | 11.7  | 161600 | 3.4458          | 1.0 |
| 3.2673        | 11.71 | 161700 | 3.4398          | 1.0 |
| 3.4488        | 11.71 | 161800 | 3.4445          | 1.0 |
| 3.2858        | 11.72 | 161900 | 3.4422          | 1.0 |
| 3.4464        | 11.73 | 162000 | 3.4466          | 1.0 |
| 3.2651        | 11.74 | 162100 | 3.4460          | 1.0 |
| 3.2518        | 11.74 | 162200 | 3.4520          | 1.0 |
| 3.4483        | 11.75 | 162300 | 3.4447          | 1.0 |
| 3.2609        | 11.76 | 162400 | 3.4373          | 1.0 |
| 3.398         | 11.76 | 162500 | 3.4432          | 1.0 |
| 3.5529        | 11.77 | 162600 | 3.4435          | 1.0 |
| 3.3348        | 11.78 | 162700 | 3.4452          | 1.0 |
| 3.398         | 11.79 | 162800 | 3.4393          | 1.0 |
| 3.5933        | 11.79 | 162900 | 3.4418          | 1.0 |
| 3.3373        | 11.8  | 163000 | 3.4434          | 1.0 |
| 3.3553        | 11.81 | 163100 | 3.4463          | 1.0 |
| 3.3234        | 11.81 | 163200 | 3.4421          | 1.0 |
| 3.3678        | 11.82 | 163300 | 3.4417          | 1.0 |
| 3.2942        | 11.83 | 163400 | 3.4454          | 1.0 |
| 3.5065        | 11.84 | 163500 | 3.4490          | 1.0 |
| 3.2952        | 11.84 | 163600 | 3.4468          | 1.0 |
| 3.7354        | 11.85 | 163700 | 3.4450          | 1.0 |
| 3.3021        | 11.86 | 163800 | 3.4439          | 1.0 |
| 3.3754        | 11.87 | 163900 | 3.4455          | 1.0 |
| 3.2568        | 11.87 | 164000 | 3.4400          | 1.0 |
| 3.3191        | 11.88 | 164100 | 3.4391          | 1.0 |
| 3.379         | 11.89 | 164200 | 3.4435          | 1.0 |
| 3.3221        | 11.89 | 164300 | 3.4440          | 1.0 |
| 3.3765        | 11.9  | 164400 | 3.4452          | 1.0 |
| 3.2364        | 11.91 | 164500 | 3.4445          | 1.0 |
| 3.6366        | 11.92 | 164600 | 3.4424          | 1.0 |
| 3.3871        | 11.92 | 164700 | 3.4398          | 1.0 |
| 3.3257        | 11.93 | 164800 | 3.4414          | 1.0 |
| 3.298         | 11.94 | 164900 | 3.4388          | 1.0 |
| 3.2322        | 11.95 | 165000 | 3.4410          | 1.0 |
| 3.4019        | 11.95 | 165100 | 3.4453          | 1.0 |
| 3.5989        | 11.96 | 165200 | 3.4435          | 1.0 |
| 3.3113        | 11.97 | 165300 | 3.4439          | 1.0 |
| 3.3364        | 11.97 | 165400 | 3.4416          | 1.0 |
| 3.3256        | 11.98 | 165500 | 3.4465          | 1.0 |
| 3.3355        | 11.99 | 165600 | 3.4434          | 1.0 |
| 3.3243        | 12.0  | 165700 | 3.4420          | 1.0 |
| 3.277         | 12.0  | 165800 | 3.4429          | 1.0 |
| 3.3413        | 12.01 | 165900 | 3.4418          | 1.0 |
| 3.3576        | 12.02 | 166000 | 3.4432          | 1.0 |
| 3.2624        | 12.02 | 166100 | 3.4493          | 1.0 |
| 3.4131        | 12.03 | 166200 | 3.4429          | 1.0 |
| 3.3717        | 12.04 | 166300 | 3.4460          | 1.0 |
| 3.4403        | 12.05 | 166400 | 3.4413          | 1.0 |
| 3.3418        | 12.05 | 166500 | 3.4425          | 1.0 |
| 3.2016        | 12.06 | 166600 | 3.4429          | 1.0 |
| 3.2851        | 12.07 | 166700 | 3.4427          | 1.0 |
| 3.3627        | 12.08 | 166800 | 3.4436          | 1.0 |
| 3.176         | 12.08 | 166900 | 3.4473          | 1.0 |
| 3.3159        | 12.09 | 167000 | 3.4431          | 1.0 |
| 3.335         | 12.1  | 167100 | 3.4425          | 1.0 |
| 3.2585        | 12.1  | 167200 | 3.4438          | 1.0 |
| 3.311         | 12.11 | 167300 | 3.4420          | 1.0 |
| 3.2594        | 12.12 | 167400 | 3.4402          | 1.0 |
| 3.3877        | 12.13 | 167500 | 3.4427          | 1.0 |
| 3.3837        | 12.13 | 167600 | 3.4468          | 1.0 |
| 3.4012        | 12.14 | 167700 | 3.4431          | 1.0 |
| 3.3258        | 12.15 | 167800 | 3.4405          | 1.0 |
| 3.5918        | 12.16 | 167900 | 3.4420          | 1.0 |
| 3.1809        | 12.16 | 168000 | 3.4487          | 1.0 |
| 3.2878        | 12.17 | 168100 | 3.4453          | 1.0 |
| 3.3626        | 12.18 | 168200 | 3.4469          | 1.0 |
| 3.3128        | 12.18 | 168300 | 3.4452          | 1.0 |
| 3.3257        | 12.19 | 168400 | 3.4466          | 1.0 |
| 3.3226        | 12.2  | 168500 | 3.4416          | 1.0 |
| 3.5412        | 12.21 | 168600 | 3.4479          | 1.0 |
| 3.2933        | 12.21 | 168700 | 3.4476          | 1.0 |
| 3.5552        | 12.22 | 168800 | 3.4431          | 1.0 |
| 3.3288        | 12.23 | 168900 | 3.4424          | 1.0 |
| 3.4587        | 12.23 | 169000 | 3.4423          | 1.0 |
| 3.3286        | 12.24 | 169100 | 3.4449          | 1.0 |
| 3.2894        | 12.25 | 169200 | 3.4432          | 1.0 |
| 4.5148        | 12.26 | 169300 | 3.4424          | 1.0 |
| 3.3809        | 12.26 | 169400 | 3.4472          | 1.0 |
| 3.2641        | 12.27 | 169500 | 3.4456          | 1.0 |
| 3.3429        | 12.28 | 169600 | 3.4443          | 1.0 |
| 3.2988        | 12.29 | 169700 | 3.4423          | 1.0 |
| 3.3795        | 12.29 | 169800 | 3.4408          | 1.0 |
| 3.2812        | 12.3  | 169900 | 3.4468          | 1.0 |
| 3.2393        | 12.31 | 170000 | 3.4415          | 1.0 |
| 3.3997        | 12.31 | 170100 | 3.4426          | 1.0 |
| 3.3112        | 12.32 | 170200 | 3.4424          | 1.0 |
| 3.4299        | 12.33 | 170300 | 3.4434          | 1.0 |
| 3.486         | 12.34 | 170400 | 3.4454          | 1.0 |
| 3.2899        | 12.34 | 170500 | 3.4451          | 1.0 |
| 3.4311        | 12.35 | 170600 | 3.4456          | 1.0 |
| 3.2727        | 12.36 | 170700 | 3.4472          | 1.0 |
| 3.3182        | 12.37 | 170800 | 3.4409          | 1.0 |
| 3.5047        | 12.37 | 170900 | 3.4412          | 1.0 |
| 3.3801        | 12.38 | 171000 | 3.4403          | 1.0 |
| 3.3643        | 12.39 | 171100 | 3.4400          | 1.0 |
| 3.3132        | 12.39 | 171200 | 3.4417          | 1.0 |
| 3.3558        | 12.4  | 171300 | 3.4440          | 1.0 |
| 3.4187        | 12.41 | 171400 | 3.4470          | 1.0 |
| 3.3376        | 12.42 | 171500 | 3.4450          | 1.0 |
| 3.3095        | 12.42 | 171600 | 3.4456          | 1.0 |
| 3.3304        | 12.43 | 171700 | 3.4465          | 1.0 |
| 3.4092        | 12.44 | 171800 | 3.4500          | 1.0 |
| 3.4149        | 12.44 | 171900 | 3.4459          | 1.0 |
| 5.8155        | 12.45 | 172000 | 3.4422          | 1.0 |
| 3.3086        | 12.46 | 172100 | 3.4405          | 1.0 |
| 3.2699        | 12.47 | 172200 | 3.4439          | 1.0 |
| 3.2727        | 12.47 | 172300 | 3.4465          | 1.0 |
| 3.4084        | 12.48 | 172400 | 3.4495          | 1.0 |
| 3.3246        | 12.49 | 172500 | 3.4451          | 1.0 |
| 3.4584        | 12.5  | 172600 | 3.4404          | 1.0 |
| 3.3491        | 12.5  | 172700 | 3.4407          | 1.0 |
| 3.3103        | 12.51 | 172800 | 3.4417          | 1.0 |
| 3.3413        | 12.52 | 172900 | 3.4452          | 1.0 |
| 3.3625        | 12.52 | 173000 | 3.4437          | 1.0 |
| 3.3988        | 12.53 | 173100 | 3.4452          | 1.0 |
| 3.3915        | 12.54 | 173200 | 3.4428          | 1.0 |
| 3.2812        | 12.55 | 173300 | 3.4445          | 1.0 |
| 3.2952        | 12.55 | 173400 | 3.4450          | 1.0 |
| 3.4923        | 12.56 | 173500 | 3.4419          | 1.0 |
| 3.4275        | 12.57 | 173600 | 3.4420          | 1.0 |
| 3.8005        | 12.58 | 173700 | 3.4465          | 1.0 |
| 3.5748        | 12.58 | 173800 | 3.4437          | 1.0 |
| 3.283         | 12.59 | 173900 | 3.4441          | 1.0 |
| 3.3727        | 12.6  | 174000 | 3.4444          | 1.0 |
| 3.285         | 12.6  | 174100 | 3.4443          | 1.0 |
| 3.4836        | 12.61 | 174200 | 3.4422          | 1.0 |
| 3.5803        | 12.62 | 174300 | 3.4426          | 1.0 |
| 3.2655        | 12.63 | 174400 | 3.4420          | 1.0 |
| 3.3653        | 12.63 | 174500 | 3.4463          | 1.0 |
| 3.3581        | 12.64 | 174600 | 3.4464          | 1.0 |
| 3.2738        | 12.65 | 174700 | 3.4435          | 1.0 |
| 3.3552        | 12.65 | 174800 | 3.4409          | 1.0 |
| 3.3571        | 12.66 | 174900 | 3.4467          | 1.0 |
| 3.3093        | 12.67 | 175000 | 3.4423          | 1.0 |
| 3.6147        | 12.68 | 175100 | 3.4444          | 1.0 |
| 3.2892        | 12.68 | 175200 | 3.4420          | 1.0 |
| 3.4071        | 12.69 | 175300 | 3.4455          | 1.0 |
| 3.3201        | 12.7  | 175400 | 3.4502          | 1.0 |
| 3.308         | 12.71 | 175500 | 3.4428          | 1.0 |
| 3.3885        | 12.71 | 175600 | 3.4452          | 1.0 |
| 3.3285        | 12.72 | 175700 | 3.4418          | 1.0 |
| 3.3647        | 12.73 | 175800 | 3.4446          | 1.0 |
| 3.2559        | 12.73 | 175900 | 3.4433          | 1.0 |
| 3.4547        | 12.74 | 176000 | 3.4484          | 1.0 |
| 3.395         | 12.75 | 176100 | 3.4464          | 1.0 |
| 3.4244        | 12.76 | 176200 | 3.4468          | 1.0 |
| 3.4961        | 12.76 | 176300 | 3.4441          | 1.0 |
| 3.4281        | 12.77 | 176400 | 3.4419          | 1.0 |
| 3.4241        | 12.78 | 176500 | 3.4407          | 1.0 |
| 3.2563        | 12.79 | 176600 | 3.4430          | 1.0 |
| 3.3779        | 12.79 | 176700 | 3.4437          | 1.0 |
| 3.3268        | 12.8  | 176800 | 3.4457          | 1.0 |
| 3.4255        | 12.81 | 176900 | 3.4437          | 1.0 |
| 3.3086        | 12.81 | 177000 | 3.4422          | 1.0 |
| 3.3619        | 12.82 | 177100 | 3.4447          | 1.0 |
| 3.2334        | 12.83 | 177200 | 3.4457          | 1.0 |
| 3.4318        | 12.84 | 177300 | 3.4413          | 1.0 |
| 3.2553        | 12.84 | 177400 | 3.4425          | 1.0 |
| 3.225         | 12.85 | 177500 | 3.4435          | 1.0 |
| 3.3984        | 12.86 | 177600 | 3.4518          | 1.0 |
| 3.5566        | 12.86 | 177700 | 3.4481          | 1.0 |
| 4.3006        | 12.87 | 177800 | 3.4463          | 1.0 |
| 3.2232        | 12.88 | 177900 | 3.4454          | 1.0 |
| 3.2224        | 12.89 | 178000 | 3.4452          | 1.0 |
| 3.3974        | 12.89 | 178100 | 3.4430          | 1.0 |
| 3.4688        | 12.9  | 178200 | 3.4441          | 1.0 |
| 3.293         | 12.91 | 178300 | 3.4422          | 1.0 |
| 3.7722        | 12.92 | 178400 | 3.4459          | 1.0 |
| 3.3155        | 12.92 | 178500 | 3.4451          | 1.0 |
| 3.3955        | 12.93 | 178600 | 3.4438          | 1.0 |
| 3.2985        | 12.94 | 178700 | 3.4411          | 1.0 |
| 3.3729        | 12.94 | 178800 | 3.4415          | 1.0 |
| 3.3966        | 12.95 | 178900 | 3.4433          | 1.0 |
| 3.2917        | 12.96 | 179000 | 3.4422          | 1.0 |
| 3.3772        | 12.97 | 179100 | 3.4426          | 1.0 |
| 3.2921        | 12.97 | 179200 | 3.4458          | 1.0 |
| 3.2751        | 12.98 | 179300 | 3.4429          | 1.0 |
| 3.4227        | 12.99 | 179400 | 3.4429          | 1.0 |
| 3.3031        | 13.0  | 179500 | 3.4463          | 1.0 |
| 3.3257        | 13.0  | 179600 | 3.4496          | 1.0 |
| 3.3472        | 13.01 | 179700 | 3.4436          | 1.0 |
| 3.4014        | 13.02 | 179800 | 3.4484          | 1.0 |
| 3.4494        | 13.02 | 179900 | 3.4418          | 1.0 |
| 3.559         | 13.03 | 180000 | 3.4425          | 1.0 |
| 3.3253        | 13.04 | 180100 | 3.4412          | 1.0 |
| 3.2797        | 13.05 | 180200 | 3.4464          | 1.0 |
| 3.3854        | 13.05 | 180300 | 3.4484          | 1.0 |
| 3.24          | 13.06 | 180400 | 3.4446          | 1.0 |
| 3.2406        | 13.07 | 180500 | 3.4453          | 1.0 |
| 3.3609        | 13.07 | 180600 | 3.4425          | 1.0 |
| 3.3496        | 13.08 | 180700 | 3.4465          | 1.0 |
| 3.2963        | 13.09 | 180800 | 3.4437          | 1.0 |
| 3.2781        | 13.1  | 180900 | 3.4481          | 1.0 |
| 3.1707        | 13.1  | 181000 | 3.4465          | 1.0 |
| 3.5305        | 13.11 | 181100 | 3.4460          | 1.0 |
| 3.3498        | 13.12 | 181200 | 3.4423          | 1.0 |
| 3.276         | 13.13 | 181300 | 3.4402          | 1.0 |
| 3.2264        | 13.13 | 181400 | 3.4432          | 1.0 |
| 3.2517        | 13.14 | 181500 | 3.4408          | 1.0 |
| 3.3312        | 13.15 | 181600 | 3.4455          | 1.0 |
| 3.4057        | 13.15 | 181700 | 3.4476          | 1.0 |
| 3.34          | 13.16 | 181800 | 3.4415          | 1.0 |
| 3.2458        | 13.17 | 181900 | 3.4409          | 1.0 |
| 3.3949        | 13.18 | 182000 | 3.4405          | 1.0 |
| 3.289         | 13.18 | 182100 | 3.4431          | 1.0 |
| 3.4016        | 13.19 | 182200 | 3.4393          | 1.0 |
| 3.256         | 13.2  | 182300 | 3.4410          | 1.0 |
| 3.2597        | 13.2  | 182400 | 3.4391          | 1.0 |
| 3.2483        | 13.21 | 182500 | 3.4387          | 1.0 |
| 3.3637        | 13.22 | 182600 | 3.4409          | 1.0 |
| 3.2936        | 13.23 | 182700 | 3.4399          | 1.0 |
| 3.2666        | 13.23 | 182800 | 3.4458          | 1.0 |
| 3.3675        | 13.24 | 182900 | 3.4494          | 1.0 |
| 3.3538        | 13.25 | 183000 | 3.4430          | 1.0 |
| 3.3276        | 13.26 | 183100 | 3.4442          | 1.0 |
| 3.3851        | 13.26 | 183200 | 3.4425          | 1.0 |
| 3.3579        | 13.27 | 183300 | 3.4410          | 1.0 |
| 3.2882        | 13.28 | 183400 | 3.4400          | 1.0 |
| 3.3541        | 13.28 | 183500 | 3.4436          | 1.0 |
| 3.392         | 13.29 | 183600 | 3.4445          | 1.0 |
| 3.3857        | 13.3  | 183700 | 3.4477          | 1.0 |
| 3.3084        | 13.31 | 183800 | 3.4463          | 1.0 |
| 3.327         | 13.31 | 183900 | 3.4451          | 1.0 |
| 3.3967        | 13.32 | 184000 | 3.4483          | 1.0 |
| 3.3657        | 13.33 | 184100 | 3.4471          | 1.0 |
| 3.3732        | 13.34 | 184200 | 3.4465          | 1.0 |
| 3.366         | 13.34 | 184300 | 3.4459          | 1.0 |
| 3.2545        | 13.35 | 184400 | 3.4451          | 1.0 |
| 4.2873        | 13.36 | 184500 | 3.4425          | 1.0 |
| 3.6525        | 13.36 | 184600 | 3.4432          | 1.0 |
| 3.2921        | 13.37 | 184700 | 3.4437          | 1.0 |
| 3.273         | 13.38 | 184800 | 3.4420          | 1.0 |
| 3.267         | 13.39 | 184900 | 3.4445          | 1.0 |
| 3.3585        | 13.39 | 185000 | 3.4459          | 1.0 |
| 3.3271        | 13.4  | 185100 | 3.4424          | 1.0 |
| 3.3752        | 13.41 | 185200 | 3.4406          | 1.0 |
| 3.2715        | 13.41 | 185300 | 3.4424          | 1.0 |
| 3.2668        | 13.42 | 185400 | 3.4440          | 1.0 |
| 3.4546        | 13.43 | 185500 | 3.4464          | 1.0 |
| 3.2931        | 13.44 | 185600 | 3.4444          | 1.0 |
| 3.4428        | 13.44 | 185700 | 3.4443          | 1.0 |
| 3.4004        | 13.45 | 185800 | 3.4475          | 1.0 |
| 3.3416        | 13.46 | 185900 | 3.4447          | 1.0 |
| 3.3598        | 13.47 | 186000 | 3.4458          | 1.0 |
| 3.3348        | 13.47 | 186100 | 3.4420          | 1.0 |
| 3.2879        | 13.48 | 186200 | 3.4410          | 1.0 |
| 3.3791        | 13.49 | 186300 | 3.4481          | 1.0 |
| 3.3066        | 13.49 | 186400 | 3.4440          | 1.0 |
| 3.2824        | 13.5  | 186500 | 3.4447          | 1.0 |
| 3.4092        | 13.51 | 186600 | 3.4447          | 1.0 |
| 3.2679        | 13.52 | 186700 | 3.4443          | 1.0 |
| 3.3921        | 13.52 | 186800 | 3.4447          | 1.0 |
| 3.3348        | 13.53 | 186900 | 3.4424          | 1.0 |
| 3.2365        | 13.54 | 187000 | 3.4392          | 1.0 |
| 3.3355        | 13.55 | 187100 | 3.4387          | 1.0 |
| 3.2654        | 13.55 | 187200 | 3.4393          | 1.0 |
| 3.3085        | 13.56 | 187300 | 3.4404          | 1.0 |
| 3.3127        | 13.57 | 187400 | 3.4400          | 1.0 |
| 3.219         | 13.57 | 187500 | 3.4422          | 1.0 |
| 3.3733        | 13.58 | 187600 | 3.4391          | 1.0 |
| 3.2622        | 13.59 | 187700 | 3.4420          | 1.0 |
| 3.2188        | 13.6  | 187800 | 3.4445          | 1.0 |
| 3.2977        | 13.6  | 187900 | 3.4437          | 1.0 |
| 3.2994        | 13.61 | 188000 | 3.4463          | 1.0 |
| 3.2897        | 13.62 | 188100 | 3.4438          | 1.0 |
| 3.3194        | 13.62 | 188200 | 3.4452          | 1.0 |
| 3.3566        | 13.63 | 188300 | 3.4446          | 1.0 |
| 3.3442        | 13.64 | 188400 | 3.4509          | 1.0 |
| 3.58          | 13.65 | 188500 | 3.4509          | 1.0 |
| 3.4537        | 13.65 | 188600 | 3.4479          | 1.0 |
| 3.342         | 13.66 | 188700 | 3.4428          | 1.0 |
| 3.2765        | 13.67 | 188800 | 3.4410          | 1.0 |
| 3.2765        | 13.68 | 188900 | 3.4422          | 1.0 |
| 3.3381        | 13.68 | 189000 | 3.4400          | 1.0 |
| 3.2883        | 13.69 | 189100 | 3.4411          | 1.0 |
| 3.2861        | 13.7  | 189200 | 3.4417          | 1.0 |
| 3.3049        | 13.7  | 189300 | 3.4431          | 1.0 |
| 3.7184        | 13.71 | 189400 | 3.4446          | 1.0 |
| 3.3307        | 13.72 | 189500 | 3.4449          | 1.0 |
| 3.3274        | 13.73 | 189600 | 3.4456          | 1.0 |
| 3.3481        | 13.73 | 189700 | 3.4417          | 1.0 |
| 3.3763        | 13.74 | 189800 | 3.4439          | 1.0 |
| 3.3005        | 13.75 | 189900 | 3.4442          | 1.0 |
| 3.3775        | 13.76 | 190000 | 3.4458          | 1.0 |
| 3.284         | 13.76 | 190100 | 3.4427          | 1.0 |
| 3.2496        | 13.77 | 190200 | 3.4465          | 1.0 |
| 3.4141        | 13.78 | 190300 | 3.4422          | 1.0 |
| 3.3689        | 13.78 | 190400 | 3.4441          | 1.0 |
| 3.2925        | 13.79 | 190500 | 3.4446          | 1.0 |
| 3.334         | 13.8  | 190600 | 3.4447          | 1.0 |
| 3.4054        | 13.81 | 190700 | 3.4442          | 1.0 |
| 3.5985        | 13.81 | 190800 | 3.4418          | 1.0 |
| 3.307         | 13.82 | 190900 | 3.4437          | 1.0 |
| 3.2475        | 13.83 | 191000 | 3.4418          | 1.0 |
| 3.4217        | 13.83 | 191100 | 3.4429          | 1.0 |
| 3.2629        | 13.84 | 191200 | 3.4417          | 1.0 |
| 3.4471        | 13.85 | 191300 | 3.4420          | 1.0 |
| 3.3174        | 13.86 | 191400 | 3.4400          | 1.0 |
| 3.3505        | 13.86 | 191500 | 3.4430          | 1.0 |
| 3.4601        | 13.87 | 191600 | 3.4409          | 1.0 |
| 3.2617        | 13.88 | 191700 | 3.4439          | 1.0 |
| 3.4259        | 13.89 | 191800 | 3.4451          | 1.0 |
| 3.4135        | 13.89 | 191900 | 3.4424          | 1.0 |
| 3.2713        | 13.9  | 192000 | 3.4425          | 1.0 |
| 3.3399        | 13.91 | 192100 | 3.4450          | 1.0 |
| 3.375         | 13.91 | 192200 | 3.4440          | 1.0 |
| 3.2318        | 13.92 | 192300 | 3.4449          | 1.0 |
| 3.2925        | 13.93 | 192400 | 3.4430          | 1.0 |
| 3.416         | 13.94 | 192500 | 3.4440          | 1.0 |
| 3.283         | 13.94 | 192600 | 3.4441          | 1.0 |
| 3.249         | 13.95 | 192700 | 3.4436          | 1.0 |
| 3.3415        | 13.96 | 192800 | 3.4435          | 1.0 |
| 3.3123        | 13.97 | 192900 | 3.4427          | 1.0 |
| 3.3019        | 13.97 | 193000 | 3.4414          | 1.0 |
| 3.3949        | 13.98 | 193100 | 3.4409          | 1.0 |
| 3.3118        | 13.99 | 193200 | 3.4413          | 1.0 |
| 3.4302        | 13.99 | 193300 | 3.4431          | 1.0 |
| 3.382         | 14.0  | 193400 | 3.4439          | 1.0 |
| 3.4496        | 14.01 | 193500 | 3.4429          | 1.0 |
| 3.2643        | 14.02 | 193600 | 3.4454          | 1.0 |
| 3.2298        | 14.02 | 193700 | 3.4439          | 1.0 |
| 3.3804        | 14.03 | 193800 | 3.4429          | 1.0 |
| 3.2049        | 14.04 | 193900 | 3.4429          | 1.0 |
| 3.3818        | 14.04 | 194000 | 3.4420          | 1.0 |
| 3.2901        | 14.05 | 194100 | 3.4433          | 1.0 |
| 3.2989        | 14.06 | 194200 | 3.4419          | 1.0 |
| 3.2548        | 14.07 | 194300 | 3.4434          | 1.0 |
| 3.454         | 14.07 | 194400 | 3.4432          | 1.0 |
| 3.3365        | 14.08 | 194500 | 3.4433          | 1.0 |
| 3.3799        | 14.09 | 194600 | 3.4443          | 1.0 |
| 3.3536        | 14.1  | 194700 | 3.4438          | 1.0 |
| 3.5929        | 14.1  | 194800 | 3.4441          | 1.0 |
| 4.2116        | 14.11 | 194900 | 3.4433          | 1.0 |
| 3.4121        | 14.12 | 195000 | 3.4437          | 1.0 |
| 3.3715        | 14.12 | 195100 | 3.4442          | 1.0 |
| 3.4325        | 14.13 | 195200 | 3.4467          | 1.0 |
| 3.3585        | 14.14 | 195300 | 3.4450          | 1.0 |
| 3.3374        | 14.15 | 195400 | 3.4421          | 1.0 |
| 3.3519        | 14.15 | 195500 | 3.4421          | 1.0 |
| 3.4128        | 14.16 | 195600 | 3.4416          | 1.0 |
| 3.3448        | 14.17 | 195700 | 3.4412          | 1.0 |
| 3.4239        | 14.18 | 195800 | 3.4418          | 1.0 |
| 3.6124        | 14.18 | 195900 | 3.4440          | 1.0 |
| 3.3607        | 14.19 | 196000 | 3.4444          | 1.0 |
| 3.3141        | 14.2  | 196100 | 3.4433          | 1.0 |
| 3.4431        | 14.2  | 196200 | 3.4432          | 1.0 |
| 3.4539        | 14.21 | 196300 | 3.4426          | 1.0 |
| 3.3409        | 14.22 | 196400 | 3.4418          | 1.0 |
| 3.2736        | 14.23 | 196500 | 3.4422          | 1.0 |
| 3.8002        | 14.23 | 196600 | 3.4431          | 1.0 |
| 3.501         | 14.24 | 196700 | 3.4421          | 1.0 |
| 3.3537        | 14.25 | 196800 | 3.4420          | 1.0 |
| 3.4373        | 14.25 | 196900 | 3.4412          | 1.0 |
| 3.359         | 14.26 | 197000 | 3.4412          | 1.0 |
| 3.302         | 14.27 | 197100 | 3.4425          | 1.0 |
| 3.3282        | 14.28 | 197200 | 3.4424          | 1.0 |
| 3.3941        | 14.28 | 197300 | 3.4424          | 1.0 |
| 4.4183        | 14.29 | 197400 | 3.4435          | 1.0 |
| 3.4406        | 14.3  | 197500 | 3.4432          | 1.0 |
| 3.285         | 14.31 | 197600 | 3.4432          | 1.0 |
| 3.3289        | 14.31 | 197700 | 3.4442          | 1.0 |
| 3.3085        | 14.32 | 197800 | 3.4426          | 1.0 |
| 3.2033        | 14.33 | 197900 | 3.4446          | 1.0 |
| 3.3691        | 14.33 | 198000 | 3.4448          | 1.0 |
| 3.3715        | 14.34 | 198100 | 3.4448          | 1.0 |
| 4.5572        | 14.35 | 198200 | 3.4432          | 1.0 |
| 3.3509        | 14.36 | 198300 | 3.4431          | 1.0 |
| 3.3179        | 14.36 | 198400 | 3.4426          | 1.0 |
| 3.2891        | 14.37 | 198500 | 3.4436          | 1.0 |
| 3.3872        | 14.38 | 198600 | 3.4436          | 1.0 |
| 3.3177        | 14.38 | 198700 | 3.4442          | 1.0 |
| 3.4302        | 14.39 | 198800 | 3.4446          | 1.0 |
| 3.3834        | 14.4  | 198900 | 3.4441          | 1.0 |
| 3.4318        | 14.41 | 199000 | 3.4430          | 1.0 |
| 3.4176        | 14.41 | 199100 | 3.4431          | 1.0 |
| 4.6882        | 14.42 | 199200 | 3.4431          | 1.0 |
| 3.2657        | 14.43 | 199300 | 3.4436          | 1.0 |
| 3.3929        | 14.44 | 199400 | 3.4436          | 1.0 |
| 5.337         | 14.44 | 199500 | 3.4432          | 1.0 |
| 3.4289        | 14.45 | 199600 | 3.4432          | 1.0 |
| 3.2498        | 14.46 | 199700 | 3.4435          | 1.0 |
| 3.3635        | 14.46 | 199800 | 3.4432          | 1.0 |
| 5.4355        | 14.47 | 199900 | 3.4418          | 1.0 |
| 3.2158        | 14.48 | 200000 | 3.4427          | 1.0 |
| 3.4885        | 14.49 | 200100 | 3.4435          | 1.0 |
| 3.3739        | 14.49 | 200200 | 3.4430          | 1.0 |
| 3.4712        | 14.5  | 200300 | 3.4434          | 1.0 |
| 3.3742        | 14.51 | 200400 | 3.4444          | 1.0 |
| 3.3465        | 14.52 | 200500 | 3.4429          | 1.0 |
| 3.3277        | 14.52 | 200600 | 3.4430          | 1.0 |
| 3.3073        | 14.53 | 200700 | 3.4431          | 1.0 |
| 3.33          | 14.54 | 200800 | 3.4432          | 1.0 |
| 3.3857        | 14.54 | 200900 | 3.4436          | 1.0 |
| 3.4481        | 14.55 | 201000 | 3.4430          | 1.0 |
| 3.546         | 14.56 | 201100 | 3.4416          | 1.0 |
| 3.4435        | 14.57 | 201200 | 3.4404          | 1.0 |
| 3.3237        | 14.57 | 201300 | 3.4408          | 1.0 |
| 3.3347        | 14.58 | 201400 | 3.4420          | 1.0 |
| 4.5461        | 14.59 | 201500 | 3.4420          | 1.0 |
| 3.3307        | 14.59 | 201600 | 3.4430          | 1.0 |
| 3.3899        | 14.6  | 201700 | 3.4439          | 1.0 |
| 3.2613        | 14.61 | 201800 | 3.4435          | 1.0 |
| 3.2693        | 14.62 | 201900 | 3.4426          | 1.0 |
| 3.3621        | 14.62 | 202000 | 3.4430          | 1.0 |
| 3.4383        | 14.63 | 202100 | 3.4434          | 1.0 |
| 3.5096        | 14.64 | 202200 | 3.4444          | 1.0 |
| 3.3962        | 14.65 | 202300 | 3.4445          | 1.0 |
| 3.3854        | 14.65 | 202400 | 3.4441          | 1.0 |
| 3.3116        | 14.66 | 202500 | 3.4445          | 1.0 |
| 3.3691        | 14.67 | 202600 | 3.4445          | 1.0 |
| 3.3821        | 14.67 | 202700 | 3.4440          | 1.0 |
| 3.2872        | 14.68 | 202800 | 3.4431          | 1.0 |
| 3.3575        | 14.69 | 202900 | 3.4431          | 1.0 |
| 3.2881        | 14.7  | 203000 | 3.4435          | 1.0 |
| 3.4115        | 14.7  | 203100 | 3.4440          | 1.0 |
| 3.3814        | 14.71 | 203200 | 3.4439          | 1.0 |
| 3.3609        | 14.72 | 203300 | 3.4435          | 1.0 |
| 3.3261        | 14.73 | 203400 | 3.4430          | 1.0 |
| 3.2983        | 14.73 | 203500 | 3.4435          | 1.0 |
| 3.3094        | 14.74 | 203600 | 3.4431          | 1.0 |
| 3.2582        | 14.75 | 203700 | 3.4431          | 1.0 |
| 3.2963        | 14.75 | 203800 | 3.4435          | 1.0 |
| 3.361         | 14.76 | 203900 | 3.4435          | 1.0 |
| 3.2636        | 14.77 | 204000 | 3.4440          | 1.0 |
| 3.2908        | 14.78 | 204100 | 3.4439          | 1.0 |
| 3.4743        | 14.78 | 204200 | 3.4445          | 1.0 |
| 3.2633        | 14.79 | 204300 | 3.4444          | 1.0 |
| 3.6696        | 14.8  | 204400 | 3.4440          | 1.0 |
| 3.4295        | 14.8  | 204500 | 3.4439          | 1.0 |
| 3.2838        | 14.81 | 204600 | 3.4439          | 1.0 |
| 3.285         | 14.82 | 204700 | 3.4439          | 1.0 |
| 3.2501        | 14.83 | 204800 | 3.4443          | 1.0 |
| 3.2872        | 14.83 | 204900 | 3.4443          | 1.0 |
| 3.3486        | 14.84 | 205000 | 3.4443          | 1.0 |
| 3.2943        | 14.85 | 205100 | 3.4443          | 1.0 |
| 3.2908        | 14.86 | 205200 | 3.4438          | 1.0 |
| 4.0962        | 14.86 | 205300 | 3.4443          | 1.0 |
| 3.2306        | 14.87 | 205400 | 3.4433          | 1.0 |
| 3.4682        | 14.88 | 205500 | 3.4433          | 1.0 |
| 3.2785        | 14.88 | 205600 | 3.4438          | 1.0 |
| 3.4161        | 14.89 | 205700 | 3.4438          | 1.0 |
| 3.299         | 14.9  | 205800 | 3.4438          | 1.0 |
| 3.3116        | 14.91 | 205900 | 3.4438          | 1.0 |
| 3.3456        | 14.91 | 206000 | 3.4439          | 1.0 |
| 3.263         | 14.92 | 206100 | 3.4439          | 1.0 |
| 3.4408        | 14.93 | 206200 | 3.4444          | 1.0 |
| 3.3478        | 14.94 | 206300 | 3.4443          | 1.0 |
| 3.1718        | 14.94 | 206400 | 3.4438          | 1.0 |
| 3.2811        | 14.95 | 206500 | 3.4439          | 1.0 |
| 3.4132        | 14.96 | 206600 | 3.4439          | 1.0 |
| 3.2337        | 14.96 | 206700 | 3.4439          | 1.0 |
| 3.3859        | 14.97 | 206800 | 3.4439          | 1.0 |
| 3.3501        | 14.98 | 206900 | 3.4439          | 1.0 |
| 3.5111        | 14.99 | 207000 | 3.4439          | 1.0 |
| 3.5375        | 14.99 | 207100 | 3.4439          | 1.0 |


### Framework versions

- Transformers 4.17.0.dev0
- Pytorch 1.10.0+cu111
- Datasets 1.18.3
- Tokenizers 0.10.3
