---
license: other
base_model: yahma/llama-7b-hf
tags:
- generated_from_trainer
model-index:
- name: V0223B1
  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. -->

# V0223B1

This model is a fine-tuned version of [yahma/llama-7b-hf](https://huggingface.co/yahma/llama-7b-hf) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6424

## 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: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine_with_restarts
- lr_scheduler_warmup_steps: 20
- num_epochs: 3
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 1.1046        | 0.0   | 10    | 1.0404          |
| 0.9514        | 0.0   | 20    | 0.8999          |
| 0.8512        | 0.01  | 30    | 0.8409          |
| 0.8159        | 0.01  | 40    | 0.8100          |
| 0.7658        | 0.01  | 50    | 0.7946          |
| 0.8303        | 0.01  | 60    | 0.7862          |
| 0.7631        | 0.02  | 70    | 0.7777          |
| 0.7806        | 0.02  | 80    | 0.7754          |
| 0.7885        | 0.02  | 90    | 0.7682          |
| 0.7546        | 0.02  | 100   | 0.7632          |
| 0.7496        | 0.03  | 110   | 0.7610          |
| 0.7476        | 0.03  | 120   | 0.7618          |
| 0.7394        | 0.03  | 130   | 0.7546          |
| 0.7569        | 0.03  | 140   | 0.7533          |
| 0.7428        | 0.03  | 150   | 0.7530          |
| 0.7733        | 0.04  | 160   | 0.7519          |
| 0.7261        | 0.04  | 170   | 0.7499          |
| 0.7071        | 0.04  | 180   | 0.7449          |
| 0.7334        | 0.04  | 190   | 0.7458          |
| 0.728         | 0.05  | 200   | 0.7418          |
| 0.7167        | 0.05  | 210   | 0.7400          |
| 0.7415        | 0.05  | 220   | 0.7390          |
| 0.732         | 0.05  | 230   | 0.7392          |
| 0.7339        | 0.05  | 240   | 0.7383          |
| 0.7427        | 0.06  | 250   | 0.7374          |
| 0.7254        | 0.06  | 260   | 0.7363          |
| 0.7589        | 0.06  | 270   | 0.7343          |
| 0.7594        | 0.06  | 280   | 0.7340          |
| 0.7113        | 0.07  | 290   | 0.7312          |
| 0.7239        | 0.07  | 300   | 0.7304          |
| 0.7123        | 0.07  | 310   | 0.7290          |
| 0.7077        | 0.07  | 320   | 0.7287          |
| 0.7342        | 0.08  | 330   | 0.7275          |
| 0.7233        | 0.08  | 340   | 0.7279          |
| 0.7282        | 0.08  | 350   | 0.7254          |
| 0.7103        | 0.08  | 360   | 0.7241          |
| 0.7412        | 0.08  | 370   | 0.7259          |
| 0.7489        | 0.09  | 380   | 0.7261          |
| 0.689         | 0.09  | 390   | 0.7254          |
| 0.7343        | 0.09  | 400   | 0.7247          |
| 0.6898        | 0.09  | 410   | 0.7238          |
| 0.7246        | 0.1   | 420   | 0.7231          |
| 0.7641        | 0.1   | 430   | 0.7232          |
| 0.6884        | 0.1   | 440   | 0.7207          |
| 0.6697        | 0.1   | 450   | 0.7194          |
| 0.7075        | 0.11  | 460   | 0.7216          |
| 0.7133        | 0.11  | 470   | 0.7206          |
| 0.7112        | 0.11  | 480   | 0.7180          |
| 0.7093        | 0.11  | 490   | 0.7186          |
| 0.7123        | 0.11  | 500   | 0.7178          |
| 0.7171        | 0.12  | 510   | 0.7176          |
| 0.7177        | 0.12  | 520   | 0.7148          |
| 0.728         | 0.12  | 530   | 0.7144          |
| 0.7009        | 0.12  | 540   | 0.7141          |
| 0.7102        | 0.13  | 550   | 0.7142          |
| 0.7242        | 0.13  | 560   | 0.7152          |
| 0.6868        | 0.13  | 570   | 0.7130          |
| 0.6911        | 0.13  | 580   | 0.7130          |
| 0.6885        | 0.14  | 590   | 0.7129          |
| 0.7031        | 0.14  | 600   | 0.7117          |
| 0.7149        | 0.14  | 610   | 0.7129          |
| 0.6933        | 0.14  | 620   | 0.7117          |
| 0.6863        | 0.14  | 630   | 0.7109          |
| 0.7324        | 0.15  | 640   | 0.7113          |
| 0.7039        | 0.15  | 650   | 0.7119          |
| 0.7273        | 0.15  | 660   | 0.7106          |
| 0.7009        | 0.15  | 670   | 0.7085          |
| 0.7135        | 0.16  | 680   | 0.7069          |
| 0.6975        | 0.16  | 690   | 0.7056          |
| 0.6826        | 0.16  | 700   | 0.7048          |
| 0.6848        | 0.16  | 710   | 0.7056          |
| 0.6979        | 0.16  | 720   | 0.7060          |
| 0.7193        | 0.17  | 730   | 0.7051          |
| 0.7274        | 0.17  | 740   | 0.7060          |
| 0.7015        | 0.17  | 750   | 0.7060          |
| 0.7278        | 0.17  | 760   | 0.7066          |
| 0.7078        | 0.18  | 770   | 0.7061          |
| 0.7024        | 0.18  | 780   | 0.7070          |
| 0.6858        | 0.18  | 790   | 0.7067          |
| 0.696         | 0.18  | 800   | 0.7050          |
| 0.6907        | 0.19  | 810   | 0.7037          |
| 0.713         | 0.19  | 820   | 0.7022          |
| 0.7141        | 0.19  | 830   | 0.7046          |
| 0.7012        | 0.19  | 840   | 0.7043          |
| 0.6939        | 0.19  | 850   | 0.7019          |
| 0.7202        | 0.2   | 860   | 0.7009          |
| 0.6918        | 0.2   | 870   | 0.7020          |
| 0.7149        | 0.2   | 880   | 0.7026          |
| 0.7155        | 0.2   | 890   | 0.7025          |
| 0.6861        | 0.21  | 900   | 0.7031          |
| 0.7051        | 0.21  | 910   | 0.7006          |
| 0.6914        | 0.21  | 920   | 0.7000          |
| 0.6974        | 0.21  | 930   | 0.6998          |
| 0.7004        | 0.22  | 940   | 0.6992          |
| 0.6961        | 0.22  | 950   | 0.6999          |
| 0.6663        | 0.22  | 960   | 0.6977          |
| 0.718         | 0.22  | 970   | 0.6979          |
| 0.6875        | 0.22  | 980   | 0.6984          |
| 0.7162        | 0.23  | 990   | 0.6988          |
| 0.6918        | 0.23  | 1000  | 0.6974          |
| 0.6954        | 0.23  | 1010  | 0.6992          |
| 0.7115        | 0.23  | 1020  | 0.6981          |
| 0.7041        | 0.24  | 1030  | 0.6987          |
| 0.6881        | 0.24  | 1040  | 0.6967          |
| 0.6726        | 0.24  | 1050  | 0.6968          |
| 0.6849        | 0.24  | 1060  | 0.6965          |
| 0.6912        | 0.24  | 1070  | 0.6970          |
| 0.6632        | 0.25  | 1080  | 0.6950          |
| 0.6774        | 0.25  | 1090  | 0.6965          |
| 0.6987        | 0.25  | 1100  | 0.6976          |
| 0.6871        | 0.25  | 1110  | 0.6972          |
| 0.6714        | 0.26  | 1120  | 0.6988          |
| 0.6922        | 0.26  | 1130  | 0.6948          |
| 0.6987        | 0.26  | 1140  | 0.6944          |
| 0.6909        | 0.26  | 1150  | 0.6952          |
| 0.6683        | 0.27  | 1160  | 0.6944          |
| 0.6851        | 0.27  | 1170  | 0.6936          |
| 0.6933        | 0.27  | 1180  | 0.6922          |
| 0.675         | 0.27  | 1190  | 0.6940          |
| 0.6848        | 0.27  | 1200  | 0.6945          |
| 0.7081        | 0.28  | 1210  | 0.6944          |
| 0.648         | 0.28  | 1220  | 0.6937          |
| 0.6907        | 0.28  | 1230  | 0.6940          |
| 0.7211        | 0.28  | 1240  | 0.6942          |
| 0.6596        | 0.29  | 1250  | 0.6919          |
| 0.6827        | 0.29  | 1260  | 0.6930          |
| 0.6995        | 0.29  | 1270  | 0.6920          |
| 0.6714        | 0.29  | 1280  | 0.6924          |
| 0.6671        | 0.3   | 1290  | 0.6930          |
| 0.7047        | 0.3   | 1300  | 0.6927          |
| 0.6956        | 0.3   | 1310  | 0.6916          |
| 0.7056        | 0.3   | 1320  | 0.6929          |
| 0.7038        | 0.3   | 1330  | 0.6914          |
| 0.7022        | 0.31  | 1340  | 0.6913          |
| 0.6831        | 0.31  | 1350  | 0.6922          |
| 0.6943        | 0.31  | 1360  | 0.6917          |
| 0.6919        | 0.31  | 1370  | 0.6918          |
| 0.6818        | 0.32  | 1380  | 0.6908          |
| 0.6705        | 0.32  | 1390  | 0.6896          |
| 0.6812        | 0.32  | 1400  | 0.6889          |
| 0.6773        | 0.32  | 1410  | 0.6867          |
| 0.7163        | 0.33  | 1420  | 0.6875          |
| 0.6509        | 0.33  | 1430  | 0.6875          |
| 0.6475        | 0.33  | 1440  | 0.6893          |
| 0.7025        | 0.33  | 1450  | 0.6893          |
| 0.6986        | 0.33  | 1460  | 0.6873          |
| 0.6849        | 0.34  | 1470  | 0.6877          |
| 0.6699        | 0.34  | 1480  | 0.6862          |
| 0.6535        | 0.34  | 1490  | 0.6878          |
| 0.6559        | 0.34  | 1500  | 0.6888          |
| 0.6797        | 0.35  | 1510  | 0.6878          |
| 0.7033        | 0.35  | 1520  | 0.6861          |
| 0.6774        | 0.35  | 1530  | 0.6866          |
| 0.6911        | 0.35  | 1540  | 0.6871          |
| 0.729         | 0.35  | 1550  | 0.6893          |
| 0.7055        | 0.36  | 1560  | 0.6876          |
| 0.6891        | 0.36  | 1570  | 0.6891          |
| 0.6819        | 0.36  | 1580  | 0.6877          |
| 0.6712        | 0.36  | 1590  | 0.6877          |
| 0.6797        | 0.37  | 1600  | 0.6882          |
| 0.6909        | 0.37  | 1610  | 0.6879          |
| 0.6764        | 0.37  | 1620  | 0.6875          |
| 0.6536        | 0.37  | 1630  | 0.6864          |
| 0.645         | 0.38  | 1640  | 0.6858          |
| 0.6736        | 0.38  | 1650  | 0.6841          |
| 0.6834        | 0.38  | 1660  | 0.6844          |
| 0.653         | 0.38  | 1670  | 0.6839          |
| 0.6821        | 0.38  | 1680  | 0.6848          |
| 0.6589        | 0.39  | 1690  | 0.6838          |
| 0.6557        | 0.39  | 1700  | 0.6845          |
| 0.6774        | 0.39  | 1710  | 0.6850          |
| 0.6877        | 0.39  | 1720  | 0.6855          |
| 0.6649        | 0.4   | 1730  | 0.6863          |
| 0.684         | 0.4   | 1740  | 0.6853          |
| 0.6664        | 0.4   | 1750  | 0.6841          |
| 0.6869        | 0.4   | 1760  | 0.6824          |
| 0.6515        | 0.41  | 1770  | 0.6833          |
| 0.6623        | 0.41  | 1780  | 0.6851          |
| 0.6875        | 0.41  | 1790  | 0.6833          |
| 0.6519        | 0.41  | 1800  | 0.6845          |
| 0.6568        | 0.41  | 1810  | 0.6835          |
| 0.6421        | 0.42  | 1820  | 0.6826          |
| 0.658         | 0.42  | 1830  | 0.6822          |
| 0.7026        | 0.42  | 1840  | 0.6811          |
| 0.6973        | 0.42  | 1850  | 0.6823          |
| 0.6697        | 0.43  | 1860  | 0.6826          |
| 0.6744        | 0.43  | 1870  | 0.6824          |
| 0.6907        | 0.43  | 1880  | 0.6814          |
| 0.6665        | 0.43  | 1890  | 0.6816          |
| 0.6894        | 0.44  | 1900  | 0.6806          |
| 0.6424        | 0.44  | 1910  | 0.6796          |
| 0.7           | 0.44  | 1920  | 0.6794          |
| 0.6691        | 0.44  | 1930  | 0.6811          |
| 0.6768        | 0.44  | 1940  | 0.6817          |
| 0.6752        | 0.45  | 1950  | 0.6810          |
| 0.6815        | 0.45  | 1960  | 0.6801          |
| 0.6741        | 0.45  | 1970  | 0.6799          |
| 0.6586        | 0.45  | 1980  | 0.6803          |
| 0.7014        | 0.46  | 1990  | 0.6806          |
| 0.6456        | 0.46  | 2000  | 0.6795          |
| 0.6642        | 0.46  | 2010  | 0.6806          |
| 0.6737        | 0.46  | 2020  | 0.6799          |
| 0.649         | 0.46  | 2030  | 0.6794          |
| 0.658         | 0.47  | 2040  | 0.6803          |
| 0.697         | 0.47  | 2050  | 0.6796          |
| 0.6645        | 0.47  | 2060  | 0.6792          |
| 0.674         | 0.47  | 2070  | 0.6803          |
| 0.6521        | 0.48  | 2080  | 0.6801          |
| 0.659         | 0.48  | 2090  | 0.6790          |
| 0.6489        | 0.48  | 2100  | 0.6784          |
| 0.6823        | 0.48  | 2110  | 0.6782          |
| 0.6866        | 0.49  | 2120  | 0.6778          |
| 0.6711        | 0.49  | 2130  | 0.6782          |
| 0.7048        | 0.49  | 2140  | 0.6765          |
| 0.679         | 0.49  | 2150  | 0.6773          |
| 0.6645        | 0.49  | 2160  | 0.6754          |
| 0.6978        | 0.5   | 2170  | 0.6768          |
| 0.6623        | 0.5   | 2180  | 0.6751          |
| 0.6528        | 0.5   | 2190  | 0.6752          |
| 0.6978        | 0.5   | 2200  | 0.6753          |
| 0.6929        | 0.51  | 2210  | 0.6753          |
| 0.655         | 0.51  | 2220  | 0.6759          |
| 0.6982        | 0.51  | 2230  | 0.6750          |
| 0.6659        | 0.51  | 2240  | 0.6771          |
| 0.654         | 0.52  | 2250  | 0.6759          |
| 0.6539        | 0.52  | 2260  | 0.6769          |
| 0.6674        | 0.52  | 2270  | 0.6758          |
| 0.6675        | 0.52  | 2280  | 0.6753          |
| 0.6703        | 0.52  | 2290  | 0.6748          |
| 0.6486        | 0.53  | 2300  | 0.6756          |
| 0.6661        | 0.53  | 2310  | 0.6759          |
| 0.6783        | 0.53  | 2320  | 0.6749          |
| 0.6512        | 0.53  | 2330  | 0.6749          |
| 0.6618        | 0.54  | 2340  | 0.6755          |
| 0.6703        | 0.54  | 2350  | 0.6772          |
| 0.6557        | 0.54  | 2360  | 0.6746          |
| 0.6535        | 0.54  | 2370  | 0.6741          |
| 0.6693        | 0.54  | 2380  | 0.6746          |
| 0.6738        | 0.55  | 2390  | 0.6743          |
| 0.6442        | 0.55  | 2400  | 0.6739          |
| 0.6519        | 0.55  | 2410  | 0.6756          |
| 0.7017        | 0.55  | 2420  | 0.6756          |
| 0.6394        | 0.56  | 2430  | 0.6756          |
| 0.6679        | 0.56  | 2440  | 0.6740          |
| 0.6545        | 0.56  | 2450  | 0.6723          |
| 0.67          | 0.56  | 2460  | 0.6722          |
| 0.6677        | 0.57  | 2470  | 0.6725          |
| 0.6599        | 0.57  | 2480  | 0.6713          |
| 0.6584        | 0.57  | 2490  | 0.6692          |
| 0.6701        | 0.57  | 2500  | 0.6702          |
| 0.6584        | 0.57  | 2510  | 0.6714          |
| 0.6978        | 0.58  | 2520  | 0.6701          |
| 0.6273        | 0.58  | 2530  | 0.6685          |
| 0.6702        | 0.58  | 2540  | 0.6691          |
| 0.6206        | 0.58  | 2550  | 0.6685          |
| 0.6685        | 0.59  | 2560  | 0.6694          |
| 0.6607        | 0.59  | 2570  | 0.6688          |
| 0.6868        | 0.59  | 2580  | 0.6688          |
| 0.657         | 0.59  | 2590  | 0.6702          |
| 0.643         | 0.6   | 2600  | 0.6700          |
| 0.665         | 0.6   | 2610  | 0.6695          |
| 0.6818        | 0.6   | 2620  | 0.6695          |
| 0.6549        | 0.6   | 2630  | 0.6702          |
| 0.6742        | 0.6   | 2640  | 0.6711          |
| 0.6962        | 0.61  | 2650  | 0.6695          |
| 0.6386        | 0.61  | 2660  | 0.6700          |
| 0.6568        | 0.61  | 2670  | 0.6707          |
| 0.6556        | 0.61  | 2680  | 0.6710          |
| 0.6667        | 0.62  | 2690  | 0.6701          |
| 0.6662        | 0.62  | 2700  | 0.6702          |
| 0.6804        | 0.62  | 2710  | 0.6699          |
| 0.6489        | 0.62  | 2720  | 0.6697          |
| 0.6738        | 0.63  | 2730  | 0.6699          |
| 0.6592        | 0.63  | 2740  | 0.6682          |
| 0.6551        | 0.63  | 2750  | 0.6692          |
| 0.6974        | 0.63  | 2760  | 0.6696          |
| 0.6601        | 0.63  | 2770  | 0.6691          |
| 0.6902        | 0.64  | 2780  | 0.6677          |
| 0.6719        | 0.64  | 2790  | 0.6664          |
| 0.6623        | 0.64  | 2800  | 0.6671          |
| 0.6532        | 0.64  | 2810  | 0.6668          |
| 0.6789        | 0.65  | 2820  | 0.6654          |
| 0.6289        | 0.65  | 2830  | 0.6669          |
| 0.6629        | 0.65  | 2840  | 0.6660          |
| 0.6596        | 0.65  | 2850  | 0.6672          |
| 0.6655        | 0.65  | 2860  | 0.6667          |
| 0.6793        | 0.66  | 2870  | 0.6658          |
| 0.6385        | 0.66  | 2880  | 0.6651          |
| 0.6646        | 0.66  | 2890  | 0.6648          |
| 0.6697        | 0.66  | 2900  | 0.6653          |
| 0.6672        | 0.67  | 2910  | 0.6657          |
| 0.6303        | 0.67  | 2920  | 0.6655          |
| 0.6741        | 0.67  | 2930  | 0.6670          |
| 0.6741        | 0.67  | 2940  | 0.6677          |
| 0.6671        | 0.68  | 2950  | 0.6668          |
| 0.6919        | 0.68  | 2960  | 0.6667          |
| 0.6502        | 0.68  | 2970  | 0.6665          |
| 0.6828        | 0.68  | 2980  | 0.6659          |
| 0.6439        | 0.68  | 2990  | 0.6674          |
| 0.6484        | 0.69  | 3000  | 0.6663          |
| 0.6801        | 0.69  | 3010  | 0.6670          |
| 0.6943        | 0.69  | 3020  | 0.6684          |
| 0.6681        | 0.69  | 3030  | 0.6671          |
| 0.6922        | 0.7   | 3040  | 0.6678          |
| 0.6475        | 0.7   | 3050  | 0.6670          |
| 0.6327        | 0.7   | 3060  | 0.6653          |
| 0.6539        | 0.7   | 3070  | 0.6652          |
| 0.6542        | 0.71  | 3080  | 0.6633          |
| 0.683         | 0.71  | 3090  | 0.6634          |
| 0.6437        | 0.71  | 3100  | 0.6645          |
| 0.6721        | 0.71  | 3110  | 0.6652          |
| 0.6689        | 0.71  | 3120  | 0.6646          |
| 0.6781        | 0.72  | 3130  | 0.6650          |
| 0.6617        | 0.72  | 3140  | 0.6644          |
| 0.6547        | 0.72  | 3150  | 0.6643          |
| 0.6697        | 0.72  | 3160  | 0.6653          |
| 0.6566        | 0.73  | 3170  | 0.6643          |
| 0.6568        | 0.73  | 3180  | 0.6626          |
| 0.6739        | 0.73  | 3190  | 0.6632          |
| 0.6394        | 0.73  | 3200  | 0.6632          |
| 0.6592        | 0.73  | 3210  | 0.6636          |
| 0.639         | 0.74  | 3220  | 0.6637          |
| 0.6641        | 0.74  | 3230  | 0.6644          |
| 0.637         | 0.74  | 3240  | 0.6645          |
| 0.6639        | 0.74  | 3250  | 0.6636          |
| 0.6925        | 0.75  | 3260  | 0.6643          |
| 0.6649        | 0.75  | 3270  | 0.6640          |
| 0.6363        | 0.75  | 3280  | 0.6639          |
| 0.6565        | 0.75  | 3290  | 0.6653          |
| 0.6439        | 0.76  | 3300  | 0.6648          |
| 0.6569        | 0.76  | 3310  | 0.6639          |
| 0.6302        | 0.76  | 3320  | 0.6650          |
| 0.6156        | 0.76  | 3330  | 0.6652          |
| 0.6652        | 0.76  | 3340  | 0.6665          |
| 0.6429        | 0.77  | 3350  | 0.6659          |
| 0.646         | 0.77  | 3360  | 0.6653          |
| 0.6864        | 0.77  | 3370  | 0.6653          |
| 0.6543        | 0.77  | 3380  | 0.6642          |
| 0.6708        | 0.78  | 3390  | 0.6642          |
| 0.6524        | 0.78  | 3400  | 0.6645          |
| 0.6405        | 0.78  | 3410  | 0.6643          |
| 0.6447        | 0.78  | 3420  | 0.6635          |
| 0.6803        | 0.79  | 3430  | 0.6630          |
| 0.6405        | 0.79  | 3440  | 0.6619          |
| 0.6329        | 0.79  | 3450  | 0.6606          |
| 0.6588        | 0.79  | 3460  | 0.6615          |
| 0.6482        | 0.79  | 3470  | 0.6625          |
| 0.6467        | 0.8   | 3480  | 0.6625          |
| 0.6628        | 0.8   | 3490  | 0.6615          |
| 0.6533        | 0.8   | 3500  | 0.6614          |
| 0.636         | 0.8   | 3510  | 0.6607          |
| 0.645         | 0.81  | 3520  | 0.6611          |
| 0.6847        | 0.81  | 3530  | 0.6597          |
| 0.6778        | 0.81  | 3540  | 0.6593          |
| 0.6351        | 0.81  | 3550  | 0.6596          |
| 0.6413        | 0.82  | 3560  | 0.6609          |
| 0.6541        | 0.82  | 3570  | 0.6609          |
| 0.6712        | 0.82  | 3580  | 0.6622          |
| 0.6911        | 0.82  | 3590  | 0.6619          |
| 0.6823        | 0.82  | 3600  | 0.6614          |
| 0.6216        | 0.83  | 3610  | 0.6612          |
| 0.6617        | 0.83  | 3620  | 0.6618          |
| 0.6414        | 0.83  | 3630  | 0.6613          |
| 0.6402        | 0.83  | 3640  | 0.6605          |
| 0.6596        | 0.84  | 3650  | 0.6620          |
| 0.6544        | 0.84  | 3660  | 0.6612          |
| 0.6388        | 0.84  | 3670  | 0.6606          |
| 0.6718        | 0.84  | 3680  | 0.6611          |
| 0.6707        | 0.84  | 3690  | 0.6603          |
| 0.6512        | 0.85  | 3700  | 0.6593          |
| 0.6599        | 0.85  | 3710  | 0.6594          |
| 0.6549        | 0.85  | 3720  | 0.6592          |
| 0.6963        | 0.85  | 3730  | 0.6602          |
| 0.6483        | 0.86  | 3740  | 0.6592          |
| 0.6455        | 0.86  | 3750  | 0.6592          |
| 0.6401        | 0.86  | 3760  | 0.6579          |
| 0.6841        | 0.86  | 3770  | 0.6570          |
| 0.6652        | 0.87  | 3780  | 0.6585          |
| 0.638         | 0.87  | 3790  | 0.6595          |
| 0.6325        | 0.87  | 3800  | 0.6587          |
| 0.6698        | 0.87  | 3810  | 0.6589          |
| 0.6603        | 0.87  | 3820  | 0.6592          |
| 0.6581        | 0.88  | 3830  | 0.6585          |
| 0.6472        | 0.88  | 3840  | 0.6597          |
| 0.6552        | 0.88  | 3850  | 0.6594          |
| 0.6436        | 0.88  | 3860  | 0.6602          |
| 0.6426        | 0.89  | 3870  | 0.6605          |
| 0.6302        | 0.89  | 3880  | 0.6595          |
| 0.6484        | 0.89  | 3890  | 0.6597          |
| 0.6755        | 0.89  | 3900  | 0.6589          |
| 0.6043        | 0.9   | 3910  | 0.6586          |
| 0.6179        | 0.9   | 3920  | 0.6596          |
| 0.6268        | 0.9   | 3930  | 0.6593          |
| 0.6467        | 0.9   | 3940  | 0.6577          |
| 0.6395        | 0.9   | 3950  | 0.6583          |
| 0.6756        | 0.91  | 3960  | 0.6586          |
| 0.648         | 0.91  | 3970  | 0.6585          |
| 0.6306        | 0.91  | 3980  | 0.6586          |
| 0.6706        | 0.91  | 3990  | 0.6583          |
| 0.6572        | 0.92  | 4000  | 0.6576          |
| 0.6527        | 0.92  | 4010  | 0.6574          |
| 0.6576        | 0.92  | 4020  | 0.6568          |
| 0.6602        | 0.92  | 4030  | 0.6578          |
| 0.6647        | 0.93  | 4040  | 0.6585          |
| 0.669         | 0.93  | 4050  | 0.6575          |
| 0.6398        | 0.93  | 4060  | 0.6572          |
| 0.6772        | 0.93  | 4070  | 0.6577          |
| 0.6275        | 0.93  | 4080  | 0.6573          |
| 0.6701        | 0.94  | 4090  | 0.6571          |
| 0.6594        | 0.94  | 4100  | 0.6571          |
| 0.6641        | 0.94  | 4110  | 0.6574          |
| 0.6303        | 0.94  | 4120  | 0.6557          |
| 0.6239        | 0.95  | 4130  | 0.6550          |
| 0.6756        | 0.95  | 4140  | 0.6555          |
| 0.6654        | 0.95  | 4150  | 0.6556          |
| 0.6467        | 0.95  | 4160  | 0.6547          |
| 0.6708        | 0.95  | 4170  | 0.6535          |
| 0.6609        | 0.96  | 4180  | 0.6547          |
| 0.639         | 0.96  | 4190  | 0.6557          |
| 0.6507        | 0.96  | 4200  | 0.6558          |
| 0.6786        | 0.96  | 4210  | 0.6563          |
| 0.6371        | 0.97  | 4220  | 0.6565          |
| 0.6431        | 0.97  | 4230  | 0.6553          |
| 0.6519        | 0.97  | 4240  | 0.6548          |
| 0.6591        | 0.97  | 4250  | 0.6552          |
| 0.6648        | 0.98  | 4260  | 0.6571          |
| 0.6645        | 0.98  | 4270  | 0.6551          |
| 0.6553        | 0.98  | 4280  | 0.6543          |
| 0.6197        | 0.98  | 4290  | 0.6544          |
| 0.6229        | 0.98  | 4300  | 0.6555          |
| 0.6628        | 0.99  | 4310  | 0.6546          |
| 0.6261        | 0.99  | 4320  | 0.6534          |
| 0.6603        | 0.99  | 4330  | 0.6530          |
| 0.6156        | 0.99  | 4340  | 0.6532          |
| 0.6579        | 1.0   | 4350  | 0.6528          |
| 0.6237        | 1.0   | 4360  | 0.6522          |
| 0.6406        | 1.0   | 4370  | 0.6532          |
| 0.6354        | 1.0   | 4380  | 0.6537          |
| 0.6293        | 1.01  | 4390  | 0.6539          |
| 0.6214        | 1.01  | 4400  | 0.6536          |
| 0.6317        | 1.01  | 4410  | 0.6526          |
| 0.6105        | 1.01  | 4420  | 0.6532          |
| 0.6188        | 1.01  | 4430  | 0.6546          |
| 0.6135        | 1.02  | 4440  | 0.6533          |
| 0.6161        | 1.02  | 4450  | 0.6546          |
| 0.6062        | 1.02  | 4460  | 0.6550          |
| 0.6057        | 1.02  | 4470  | 0.6545          |
| 0.5854        | 1.03  | 4480  | 0.6546          |
| 0.5851        | 1.03  | 4490  | 0.6549          |
| 0.622         | 1.03  | 4500  | 0.6538          |
| 0.5844        | 1.03  | 4510  | 0.6547          |
| 0.6174        | 1.03  | 4520  | 0.6537          |
| 0.6384        | 1.04  | 4530  | 0.6547          |
| 0.6261        | 1.04  | 4540  | 0.6531          |
| 0.6044        | 1.04  | 4550  | 0.6550          |
| 0.619         | 1.04  | 4560  | 0.6546          |
| 0.5822        | 1.05  | 4570  | 0.6540          |
| 0.6346        | 1.05  | 4580  | 0.6540          |
| 0.6321        | 1.05  | 4590  | 0.6546          |
| 0.6397        | 1.05  | 4600  | 0.6547          |
| 0.6114        | 1.06  | 4610  | 0.6537          |
| 0.6108        | 1.06  | 4620  | 0.6544          |
| 0.6088        | 1.06  | 4630  | 0.6543          |
| 0.6134        | 1.06  | 4640  | 0.6550          |
| 0.5919        | 1.06  | 4650  | 0.6550          |
| 0.5957        | 1.07  | 4660  | 0.6561          |
| 0.607         | 1.07  | 4670  | 0.6552          |
| 0.6132        | 1.07  | 4680  | 0.6548          |
| 0.6188        | 1.07  | 4690  | 0.6546          |
| 0.6185        | 1.08  | 4700  | 0.6543          |
| 0.6227        | 1.08  | 4710  | 0.6552          |
| 0.6239        | 1.08  | 4720  | 0.6561          |
| 0.6102        | 1.08  | 4730  | 0.6561          |
| 0.6644        | 1.09  | 4740  | 0.6556          |
| 0.5973        | 1.09  | 4750  | 0.6545          |
| 0.6735        | 1.09  | 4760  | 0.6534          |
| 0.61          | 1.09  | 4770  | 0.6550          |
| 0.6381        | 1.09  | 4780  | 0.6550          |
| 0.6295        | 1.1   | 4790  | 0.6561          |
| 0.6259        | 1.1   | 4800  | 0.6574          |
| 0.5953        | 1.1   | 4810  | 0.6566          |
| 0.6154        | 1.1   | 4820  | 0.6555          |
| 0.5955        | 1.11  | 4830  | 0.6563          |
| 0.641         | 1.11  | 4840  | 0.6552          |
| 0.5968        | 1.11  | 4850  | 0.6558          |
| 0.6015        | 1.11  | 4860  | 0.6581          |
| 0.604         | 1.12  | 4870  | 0.6561          |
| 0.5811        | 1.12  | 4880  | 0.6568          |
| 0.6235        | 1.12  | 4890  | 0.6569          |
| 0.6251        | 1.12  | 4900  | 0.6573          |
| 0.6043        | 1.12  | 4910  | 0.6564          |
| 0.5985        | 1.13  | 4920  | 0.6551          |
| 0.5987        | 1.13  | 4930  | 0.6559          |
| 0.6263        | 1.13  | 4940  | 0.6566          |
| 0.6001        | 1.13  | 4950  | 0.6574          |
| 0.6172        | 1.14  | 4960  | 0.6556          |
| 0.642         | 1.14  | 4970  | 0.6558          |
| 0.6305        | 1.14  | 4980  | 0.6553          |
| 0.6178        | 1.14  | 4990  | 0.6560          |
| 0.5924        | 1.14  | 5000  | 0.6569          |
| 0.5941        | 1.15  | 5010  | 0.6565          |
| 0.6097        | 1.15  | 5020  | 0.6573          |
| 0.6078        | 1.15  | 5030  | 0.6567          |
| 0.5947        | 1.15  | 5040  | 0.6566          |
| 0.6199        | 1.16  | 5050  | 0.6552          |
| 0.6175        | 1.16  | 5060  | 0.6552          |
| 0.6075        | 1.16  | 5070  | 0.6564          |
| 0.6318        | 1.16  | 5080  | 0.6559          |
| 0.621         | 1.17  | 5090  | 0.6545          |
| 0.5906        | 1.17  | 5100  | 0.6559          |
| 0.6173        | 1.17  | 5110  | 0.6550          |
| 0.6079        | 1.17  | 5120  | 0.6540          |
| 0.6249        | 1.17  | 5130  | 0.6543          |
| 0.6284        | 1.18  | 5140  | 0.6537          |
| 0.5891        | 1.18  | 5150  | 0.6540          |
| 0.6504        | 1.18  | 5160  | 0.6545          |
| 0.5908        | 1.18  | 5170  | 0.6553          |
| 0.5799        | 1.19  | 5180  | 0.6558          |
| 0.6257        | 1.19  | 5190  | 0.6548          |
| 0.6265        | 1.19  | 5200  | 0.6549          |
| 0.6302        | 1.19  | 5210  | 0.6543          |
| 0.5864        | 1.2   | 5220  | 0.6541          |
| 0.6166        | 1.2   | 5230  | 0.6553          |
| 0.6273        | 1.2   | 5240  | 0.6540          |
| 0.6017        | 1.2   | 5250  | 0.6541          |
| 0.636         | 1.2   | 5260  | 0.6546          |
| 0.6051        | 1.21  | 5270  | 0.6552          |
| 0.6066        | 1.21  | 5280  | 0.6538          |
| 0.5871        | 1.21  | 5290  | 0.6542          |
| 0.6123        | 1.21  | 5300  | 0.6556          |
| 0.6238        | 1.22  | 5310  | 0.6543          |
| 0.6201        | 1.22  | 5320  | 0.6533          |
| 0.6223        | 1.22  | 5330  | 0.6546          |
| 0.6434        | 1.22  | 5340  | 0.6547          |
| 0.6275        | 1.22  | 5350  | 0.6534          |
| 0.6429        | 1.23  | 5360  | 0.6535          |
| 0.5906        | 1.23  | 5370  | 0.6538          |
| 0.618         | 1.23  | 5380  | 0.6536          |
| 0.6047        | 1.23  | 5390  | 0.6548          |
| 0.6177        | 1.24  | 5400  | 0.6539          |
| 0.5947        | 1.24  | 5410  | 0.6540          |
| 0.6089        | 1.24  | 5420  | 0.6548          |
| 0.6233        | 1.24  | 5430  | 0.6555          |
| 0.6073        | 1.25  | 5440  | 0.6554          |
| 0.6207        | 1.25  | 5450  | 0.6544          |
| 0.641         | 1.25  | 5460  | 0.6538          |
| 0.5976        | 1.25  | 5470  | 0.6536          |
| 0.6184        | 1.25  | 5480  | 0.6524          |
| 0.6335        | 1.26  | 5490  | 0.6523          |
| 0.6206        | 1.26  | 5500  | 0.6521          |
| 0.5952        | 1.26  | 5510  | 0.6533          |
| 0.599         | 1.26  | 5520  | 0.6530          |
| 0.601         | 1.27  | 5530  | 0.6535          |
| 0.6354        | 1.27  | 5540  | 0.6539          |
| 0.6093        | 1.27  | 5550  | 0.6540          |
| 0.6097        | 1.27  | 5560  | 0.6540          |
| 0.6183        | 1.28  | 5570  | 0.6539          |
| 0.6377        | 1.28  | 5580  | 0.6525          |
| 0.6222        | 1.28  | 5590  | 0.6536          |
| 0.6048        | 1.28  | 5600  | 0.6536          |
| 0.6456        | 1.28  | 5610  | 0.6517          |
| 0.6266        | 1.29  | 5620  | 0.6524          |
| 0.5948        | 1.29  | 5630  | 0.6541          |
| 0.6404        | 1.29  | 5640  | 0.6531          |
| 0.5736        | 1.29  | 5650  | 0.6536          |
| 0.6144        | 1.3   | 5660  | 0.6539          |
| 0.6017        | 1.3   | 5670  | 0.6529          |
| 0.6105        | 1.3   | 5680  | 0.6534          |
| 0.6126        | 1.3   | 5690  | 0.6542          |
| 0.6345        | 1.31  | 5700  | 0.6527          |
| 0.6189        | 1.31  | 5710  | 0.6520          |
| 0.6179        | 1.31  | 5720  | 0.6530          |
| 0.5763        | 1.31  | 5730  | 0.6528          |
| 0.6169        | 1.31  | 5740  | 0.6527          |
| 0.6265        | 1.32  | 5750  | 0.6527          |
| 0.5981        | 1.32  | 5760  | 0.6522          |
| 0.6129        | 1.32  | 5770  | 0.6516          |
| 0.6286        | 1.32  | 5780  | 0.6511          |
| 0.609         | 1.33  | 5790  | 0.6509          |
| 0.6144        | 1.33  | 5800  | 0.6514          |
| 0.6226        | 1.33  | 5810  | 0.6513          |
| 0.6166        | 1.33  | 5820  | 0.6515          |
| 0.6111        | 1.33  | 5830  | 0.6519          |
| 0.6369        | 1.34  | 5840  | 0.6526          |
| 0.6034        | 1.34  | 5850  | 0.6529          |
| 0.6208        | 1.34  | 5860  | 0.6519          |
| 0.65          | 1.34  | 5870  | 0.6526          |
| 0.5778        | 1.35  | 5880  | 0.6532          |
| 0.6153        | 1.35  | 5890  | 0.6532          |
| 0.6077        | 1.35  | 5900  | 0.6536          |
| 0.5805        | 1.35  | 5910  | 0.6543          |
| 0.5933        | 1.36  | 5920  | 0.6536          |
| 0.5983        | 1.36  | 5930  | 0.6520          |
| 0.6166        | 1.36  | 5940  | 0.6505          |
| 0.6491        | 1.36  | 5950  | 0.6505          |
| 0.6317        | 1.36  | 5960  | 0.6526          |
| 0.6144        | 1.37  | 5970  | 0.6523          |
| 0.6032        | 1.37  | 5980  | 0.6521          |
| 0.6497        | 1.37  | 5990  | 0.6524          |
| 0.6295        | 1.37  | 6000  | 0.6521          |
| 0.5968        | 1.38  | 6010  | 0.6526          |
| 0.6473        | 1.38  | 6020  | 0.6520          |
| 0.6123        | 1.38  | 6030  | 0.6517          |
| 0.6065        | 1.38  | 6040  | 0.6523          |
| 0.6038        | 1.39  | 6050  | 0.6511          |
| 0.623         | 1.39  | 6060  | 0.6508          |
| 0.5953        | 1.39  | 6070  | 0.6521          |
| 0.6108        | 1.39  | 6080  | 0.6516          |
| 0.6077        | 1.39  | 6090  | 0.6503          |
| 0.6004        | 1.4   | 6100  | 0.6505          |
| 0.6112        | 1.4   | 6110  | 0.6503          |
| 0.6169        | 1.4   | 6120  | 0.6512          |
| 0.6189        | 1.4   | 6130  | 0.6508          |
| 0.6258        | 1.41  | 6140  | 0.6500          |
| 0.6169        | 1.41  | 6150  | 0.6501          |
| 0.6017        | 1.41  | 6160  | 0.6513          |
| 0.6236        | 1.41  | 6170  | 0.6500          |
| 0.5915        | 1.41  | 6180  | 0.6502          |
| 0.585         | 1.42  | 6190  | 0.6510          |
| 0.614         | 1.42  | 6200  | 0.6508          |
| 0.6319        | 1.42  | 6210  | 0.6508          |
| 0.6379        | 1.42  | 6220  | 0.6501          |
| 0.5882        | 1.43  | 6230  | 0.6508          |
| 0.6191        | 1.43  | 6240  | 0.6501          |
| 0.5928        | 1.43  | 6250  | 0.6502          |
| 0.6138        | 1.43  | 6260  | 0.6509          |
| 0.588         | 1.44  | 6270  | 0.6517          |
| 0.5841        | 1.44  | 6280  | 0.6504          |
| 0.6316        | 1.44  | 6290  | 0.6494          |
| 0.61          | 1.44  | 6300  | 0.6506          |
| 0.6246        | 1.44  | 6310  | 0.6515          |
| 0.6262        | 1.45  | 6320  | 0.6509          |
| 0.6052        | 1.45  | 6330  | 0.6503          |
| 0.6138        | 1.45  | 6340  | 0.6499          |
| 0.5887        | 1.45  | 6350  | 0.6512          |
| 0.6235        | 1.46  | 6360  | 0.6510          |
| 0.6051        | 1.46  | 6370  | 0.6507          |
| 0.5977        | 1.46  | 6380  | 0.6501          |
| 0.6023        | 1.46  | 6390  | 0.6499          |
| 0.6008        | 1.47  | 6400  | 0.6504          |
| 0.5931        | 1.47  | 6410  | 0.6519          |
| 0.6104        | 1.47  | 6420  | 0.6513          |
| 0.5891        | 1.47  | 6430  | 0.6507          |
| 0.6104        | 1.47  | 6440  | 0.6502          |
| 0.595         | 1.48  | 6450  | 0.6504          |
| 0.6178        | 1.48  | 6460  | 0.6497          |
| 0.5926        | 1.48  | 6470  | 0.6492          |
| 0.599         | 1.48  | 6480  | 0.6483          |
| 0.6122        | 1.49  | 6490  | 0.6476          |
| 0.6067        | 1.49  | 6500  | 0.6472          |
| 0.6193        | 1.49  | 6510  | 0.6478          |
| 0.6127        | 1.49  | 6520  | 0.6477          |
| 0.6089        | 1.5   | 6530  | 0.6478          |
| 0.6224        | 1.5   | 6540  | 0.6477          |
| 0.631         | 1.5   | 6550  | 0.6466          |
| 0.623         | 1.5   | 6560  | 0.6470          |
| 0.6309        | 1.5   | 6570  | 0.6473          |
| 0.5905        | 1.51  | 6580  | 0.6480          |
| 0.5967        | 1.51  | 6590  | 0.6480          |
| 0.5967        | 1.51  | 6600  | 0.6478          |
| 0.629         | 1.51  | 6610  | 0.6479          |
| 0.6058        | 1.52  | 6620  | 0.6478          |
| 0.5841        | 1.52  | 6630  | 0.6473          |
| 0.5878        | 1.52  | 6640  | 0.6474          |
| 0.5995        | 1.52  | 6650  | 0.6474          |
| 0.603         | 1.52  | 6660  | 0.6474          |
| 0.6266        | 1.53  | 6670  | 0.6478          |
| 0.6242        | 1.53  | 6680  | 0.6474          |
| 0.5903        | 1.53  | 6690  | 0.6478          |
| 0.6146        | 1.53  | 6700  | 0.6484          |
| 0.591         | 1.54  | 6710  | 0.6479          |
| 0.6003        | 1.54  | 6720  | 0.6479          |
| 0.6226        | 1.54  | 6730  | 0.6479          |
| 0.6325        | 1.54  | 6740  | 0.6480          |
| 0.5921        | 1.55  | 6750  | 0.6483          |
| 0.6354        | 1.55  | 6760  | 0.6491          |
| 0.6029        | 1.55  | 6770  | 0.6478          |
| 0.6126        | 1.55  | 6780  | 0.6481          |
| 0.6094        | 1.55  | 6790  | 0.6483          |
| 0.5958        | 1.56  | 6800  | 0.6476          |
| 0.6227        | 1.56  | 6810  | 0.6475          |
| 0.6167        | 1.56  | 6820  | 0.6473          |
| 0.6006        | 1.56  | 6830  | 0.6479          |
| 0.6112        | 1.57  | 6840  | 0.6484          |
| 0.621         | 1.57  | 6850  | 0.6489          |
| 0.6065        | 1.57  | 6860  | 0.6475          |
| 0.6201        | 1.57  | 6870  | 0.6475          |
| 0.6209        | 1.58  | 6880  | 0.6474          |
| 0.6399        | 1.58  | 6890  | 0.6466          |
| 0.629         | 1.58  | 6900  | 0.6463          |
| 0.6182        | 1.58  | 6910  | 0.6466          |
| 0.6082        | 1.58  | 6920  | 0.6467          |
| 0.5932        | 1.59  | 6930  | 0.6465          |
| 0.6083        | 1.59  | 6940  | 0.6472          |
| 0.589         | 1.59  | 6950  | 0.6481          |
| 0.6243        | 1.59  | 6960  | 0.6483          |
| 0.6505        | 1.6   | 6970  | 0.6481          |
| 0.6158        | 1.6   | 6980  | 0.6474          |
| 0.5884        | 1.6   | 6990  | 0.6480          |
| 0.5805        | 1.6   | 7000  | 0.6478          |
| 0.6073        | 1.61  | 7010  | 0.6474          |
| 0.6357        | 1.61  | 7020  | 0.6469          |
| 0.6188        | 1.61  | 7030  | 0.6466          |
| 0.5944        | 1.61  | 7040  | 0.6459          |
| 0.5987        | 1.61  | 7050  | 0.6466          |
| 0.5662        | 1.62  | 7060  | 0.6473          |
| 0.6242        | 1.62  | 7070  | 0.6468          |
| 0.5961        | 1.62  | 7080  | 0.6460          |
| 0.5803        | 1.62  | 7090  | 0.6453          |
| 0.6015        | 1.63  | 7100  | 0.6462          |
| 0.6104        | 1.63  | 7110  | 0.6471          |
| 0.6007        | 1.63  | 7120  | 0.6471          |
| 0.6303        | 1.63  | 7130  | 0.6470          |
| 0.5803        | 1.63  | 7140  | 0.6473          |
| 0.612         | 1.64  | 7150  | 0.6474          |
| 0.5925        | 1.64  | 7160  | 0.6473          |
| 0.5858        | 1.64  | 7170  | 0.6476          |
| 0.5983        | 1.64  | 7180  | 0.6470          |
| 0.6044        | 1.65  | 7190  | 0.6467          |
| 0.5853        | 1.65  | 7200  | 0.6473          |
| 0.6632        | 1.65  | 7210  | 0.6475          |
| 0.6047        | 1.65  | 7220  | 0.6473          |
| 0.6232        | 1.66  | 7230  | 0.6476          |
| 0.6263        | 1.66  | 7240  | 0.6485          |
| 0.6186        | 1.66  | 7250  | 0.6479          |
| 0.6171        | 1.66  | 7260  | 0.6467          |
| 0.6069        | 1.66  | 7270  | 0.6456          |
| 0.6231        | 1.67  | 7280  | 0.6450          |
| 0.6034        | 1.67  | 7290  | 0.6454          |
| 0.6078        | 1.67  | 7300  | 0.6457          |
| 0.5777        | 1.67  | 7310  | 0.6457          |
| 0.5919        | 1.68  | 7320  | 0.6458          |
| 0.6046        | 1.68  | 7330  | 0.6460          |
| 0.605         | 1.68  | 7340  | 0.6458          |
| 0.5988        | 1.68  | 7350  | 0.6459          |
| 0.5869        | 1.69  | 7360  | 0.6467          |
| 0.6204        | 1.69  | 7370  | 0.6470          |
| 0.6345        | 1.69  | 7380  | 0.6476          |
| 0.6064        | 1.69  | 7390  | 0.6472          |
| 0.6063        | 1.69  | 7400  | 0.6465          |
| 0.631         | 1.7   | 7410  | 0.6471          |
| 0.6036        | 1.7   | 7420  | 0.6475          |
| 0.5923        | 1.7   | 7430  | 0.6475          |
| 0.5943        | 1.7   | 7440  | 0.6475          |
| 0.6185        | 1.71  | 7450  | 0.6469          |
| 0.6184        | 1.71  | 7460  | 0.6470          |
| 0.6098        | 1.71  | 7470  | 0.6466          |
| 0.6073        | 1.71  | 7480  | 0.6466          |
| 0.6278        | 1.71  | 7490  | 0.6465          |
| 0.6059        | 1.72  | 7500  | 0.6464          |
| 0.6227        | 1.72  | 7510  | 0.6464          |
| 0.6052        | 1.72  | 7520  | 0.6461          |
| 0.6062        | 1.72  | 7530  | 0.6455          |
| 0.5963        | 1.73  | 7540  | 0.6453          |
| 0.6002        | 1.73  | 7550  | 0.6447          |
| 0.622         | 1.73  | 7560  | 0.6452          |
| 0.6459        | 1.73  | 7570  | 0.6457          |
| 0.6208        | 1.74  | 7580  | 0.6463          |
| 0.6203        | 1.74  | 7590  | 0.6461          |
| 0.6385        | 1.74  | 7600  | 0.6457          |
| 0.5637        | 1.74  | 7610  | 0.6461          |
| 0.6352        | 1.74  | 7620  | 0.6463          |
| 0.6034        | 1.75  | 7630  | 0.6457          |
| 0.6268        | 1.75  | 7640  | 0.6457          |
| 0.6236        | 1.75  | 7650  | 0.6451          |
| 0.6019        | 1.75  | 7660  | 0.6448          |
| 0.6278        | 1.76  | 7670  | 0.6448          |
| 0.5802        | 1.76  | 7680  | 0.6449          |
| 0.6068        | 1.76  | 7690  | 0.6446          |
| 0.6366        | 1.76  | 7700  | 0.6451          |
| 0.6264        | 1.77  | 7710  | 0.6452          |
| 0.5979        | 1.77  | 7720  | 0.6454          |
| 0.6165        | 1.77  | 7730  | 0.6453          |
| 0.6201        | 1.77  | 7740  | 0.6453          |
| 0.6335        | 1.77  | 7750  | 0.6453          |
| 0.6138        | 1.78  | 7760  | 0.6451          |
| 0.591         | 1.78  | 7770  | 0.6449          |
| 0.6221        | 1.78  | 7780  | 0.6445          |
| 0.6251        | 1.78  | 7790  | 0.6444          |
| 0.6067        | 1.79  | 7800  | 0.6444          |
| 0.5983        | 1.79  | 7810  | 0.6452          |
| 0.5973        | 1.79  | 7820  | 0.6457          |
| 0.6055        | 1.79  | 7830  | 0.6459          |
| 0.6022        | 1.8   | 7840  | 0.6458          |
| 0.6148        | 1.8   | 7850  | 0.6459          |
| 0.5941        | 1.8   | 7860  | 0.6454          |
| 0.5964        | 1.8   | 7870  | 0.6455          |
| 0.607         | 1.8   | 7880  | 0.6450          |
| 0.6097        | 1.81  | 7890  | 0.6452          |
| 0.6018        | 1.81  | 7900  | 0.6454          |
| 0.6258        | 1.81  | 7910  | 0.6453          |
| 0.5863        | 1.81  | 7920  | 0.6454          |
| 0.5978        | 1.82  | 7930  | 0.6452          |
| 0.6109        | 1.82  | 7940  | 0.6451          |
| 0.6104        | 1.82  | 7950  | 0.6456          |
| 0.6133        | 1.82  | 7960  | 0.6456          |
| 0.5909        | 1.82  | 7970  | 0.6451          |
| 0.5781        | 1.83  | 7980  | 0.6450          |
| 0.6401        | 1.83  | 7990  | 0.6447          |
| 0.5939        | 1.83  | 8000  | 0.6444          |
| 0.6254        | 1.83  | 8010  | 0.6442          |
| 0.6042        | 1.84  | 8020  | 0.6441          |
| 0.5941        | 1.84  | 8030  | 0.6436          |
| 0.6178        | 1.84  | 8040  | 0.6440          |
| 0.6261        | 1.84  | 8050  | 0.6441          |
| 0.6044        | 1.85  | 8060  | 0.6440          |
| 0.5943        | 1.85  | 8070  | 0.6436          |
| 0.6118        | 1.85  | 8080  | 0.6439          |
| 0.592         | 1.85  | 8090  | 0.6439          |
| 0.6122        | 1.85  | 8100  | 0.6437          |
| 0.5965        | 1.86  | 8110  | 0.6434          |
| 0.6094        | 1.86  | 8120  | 0.6427          |
| 0.6028        | 1.86  | 8130  | 0.6422          |
| 0.6212        | 1.86  | 8140  | 0.6423          |
| 0.6124        | 1.87  | 8150  | 0.6421          |
| 0.5824        | 1.87  | 8160  | 0.6424          |
| 0.6374        | 1.87  | 8170  | 0.6426          |
| 0.635         | 1.87  | 8180  | 0.6423          |
| 0.5721        | 1.88  | 8190  | 0.6425          |
| 0.6001        | 1.88  | 8200  | 0.6426          |
| 0.6031        | 1.88  | 8210  | 0.6427          |
| 0.5907        | 1.88  | 8220  | 0.6427          |
| 0.6016        | 1.88  | 8230  | 0.6427          |
| 0.6195        | 1.89  | 8240  | 0.6433          |
| 0.6075        | 1.89  | 8250  | 0.6429          |
| 0.5768        | 1.89  | 8260  | 0.6425          |
| 0.5821        | 1.89  | 8270  | 0.6429          |
| 0.5669        | 1.9   | 8280  | 0.6429          |
| 0.6233        | 1.9   | 8290  | 0.6428          |
| 0.6324        | 1.9   | 8300  | 0.6426          |
| 0.5822        | 1.9   | 8310  | 0.6422          |
| 0.607         | 1.9   | 8320  | 0.6413          |
| 0.5917        | 1.91  | 8330  | 0.6416          |
| 0.579         | 1.91  | 8340  | 0.6423          |
| 0.5978        | 1.91  | 8350  | 0.6423          |
| 0.5984        | 1.91  | 8360  | 0.6421          |
| 0.6211        | 1.92  | 8370  | 0.6419          |
| 0.6074        | 1.92  | 8380  | 0.6421          |
| 0.605         | 1.92  | 8390  | 0.6425          |
| 0.583         | 1.92  | 8400  | 0.6427          |
| 0.6186        | 1.93  | 8410  | 0.6415          |
| 0.5852        | 1.93  | 8420  | 0.6414          |
| 0.5921        | 1.93  | 8430  | 0.6414          |
| 0.6275        | 1.93  | 8440  | 0.6416          |
| 0.5697        | 1.93  | 8450  | 0.6419          |
| 0.5804        | 1.94  | 8460  | 0.6422          |
| 0.615         | 1.94  | 8470  | 0.6418          |
| 0.5969        | 1.94  | 8480  | 0.6419          |
| 0.6236        | 1.94  | 8490  | 0.6419          |
| 0.5867        | 1.95  | 8500  | 0.6423          |
| 0.6219        | 1.95  | 8510  | 0.6421          |
| 0.6214        | 1.95  | 8520  | 0.6419          |
| 0.6052        | 1.95  | 8530  | 0.6418          |
| 0.6314        | 1.96  | 8540  | 0.6419          |
| 0.6302        | 1.96  | 8550  | 0.6418          |
| 0.5968        | 1.96  | 8560  | 0.6415          |
| 0.6451        | 1.96  | 8570  | 0.6414          |
| 0.6044        | 1.96  | 8580  | 0.6416          |
| 0.6075        | 1.97  | 8590  | 0.6415          |
| 0.597         | 1.97  | 8600  | 0.6416          |
| 0.62          | 1.97  | 8610  | 0.6413          |
| 0.6323        | 1.97  | 8620  | 0.6418          |
| 0.6058        | 1.98  | 8630  | 0.6419          |
| 0.5727        | 1.98  | 8640  | 0.6418          |
| 0.614         | 1.98  | 8650  | 0.6415          |
| 0.6309        | 1.98  | 8660  | 0.6415          |
| 0.6276        | 1.99  | 8670  | 0.6418          |
| 0.6117        | 1.99  | 8680  | 0.6415          |
| 0.5807        | 1.99  | 8690  | 0.6418          |
| 0.6109        | 1.99  | 8700  | 0.6415          |
| 0.5903        | 1.99  | 8710  | 0.6408          |
| 0.6001        | 2.0   | 8720  | 0.6410          |
| 0.5874        | 2.0   | 8730  | 0.6410          |
| 0.5689        | 2.0   | 8740  | 0.6410          |
| 0.5711        | 2.0   | 8750  | 0.6423          |
| 0.6215        | 2.01  | 8760  | 0.6425          |
| 0.5385        | 2.01  | 8770  | 0.6438          |
| 0.5591        | 2.01  | 8780  | 0.6447          |
| 0.5448        | 2.01  | 8790  | 0.6440          |
| 0.5754        | 2.01  | 8800  | 0.6440          |
| 0.5705        | 2.02  | 8810  | 0.6434          |
| 0.5873        | 2.02  | 8820  | 0.6431          |
| 0.5672        | 2.02  | 8830  | 0.6432          |
| 0.5881        | 2.02  | 8840  | 0.6441          |
| 0.543         | 2.03  | 8850  | 0.6453          |
| 0.5727        | 2.03  | 8860  | 0.6453          |
| 0.5533        | 2.03  | 8870  | 0.6442          |
| 0.554         | 2.03  | 8880  | 0.6436          |
| 0.5714        | 2.04  | 8890  | 0.6435          |
| 0.5798        | 2.04  | 8900  | 0.6439          |
| 0.5757        | 2.04  | 8910  | 0.6443          |
| 0.5534        | 2.04  | 8920  | 0.6441          |
| 0.546         | 2.04  | 8930  | 0.6442          |
| 0.5748        | 2.05  | 8940  | 0.6448          |
| 0.5866        | 2.05  | 8950  | 0.6445          |
| 0.5554        | 2.05  | 8960  | 0.6443          |
| 0.59          | 2.05  | 8970  | 0.6443          |
| 0.5604        | 2.06  | 8980  | 0.6447          |
| 0.5855        | 2.06  | 8990  | 0.6448          |
| 0.5781        | 2.06  | 9000  | 0.6446          |
| 0.5691        | 2.06  | 9010  | 0.6436          |
| 0.57          | 2.07  | 9020  | 0.6433          |
| 0.5632        | 2.07  | 9030  | 0.6443          |
| 0.5598        | 2.07  | 9040  | 0.6453          |
| 0.5861        | 2.07  | 9050  | 0.6446          |
| 0.5889        | 2.07  | 9060  | 0.6442          |
| 0.5241        | 2.08  | 9070  | 0.6444          |
| 0.5676        | 2.08  | 9080  | 0.6446          |
| 0.5678        | 2.08  | 9090  | 0.6452          |
| 0.5659        | 2.08  | 9100  | 0.6448          |
| 0.5505        | 2.09  | 9110  | 0.6444          |
| 0.5894        | 2.09  | 9120  | 0.6444          |
| 0.5657        | 2.09  | 9130  | 0.6448          |
| 0.5758        | 2.09  | 9140  | 0.6445          |
| 0.5521        | 2.1   | 9150  | 0.6442          |
| 0.5342        | 2.1   | 9160  | 0.6443          |
| 0.5896        | 2.1   | 9170  | 0.6444          |
| 0.59          | 2.1   | 9180  | 0.6442          |
| 0.5664        | 2.1   | 9190  | 0.6450          |
| 0.5842        | 2.11  | 9200  | 0.6453          |
| 0.5596        | 2.11  | 9210  | 0.6456          |
| 0.5759        | 2.11  | 9220  | 0.6455          |
| 0.567         | 2.11  | 9230  | 0.6447          |
| 0.5789        | 2.12  | 9240  | 0.6447          |
| 0.5808        | 2.12  | 9250  | 0.6451          |
| 0.5745        | 2.12  | 9260  | 0.6455          |
| 0.5924        | 2.12  | 9270  | 0.6459          |
| 0.5535        | 2.12  | 9280  | 0.6462          |
| 0.5752        | 2.13  | 9290  | 0.6464          |
| 0.5708        | 2.13  | 9300  | 0.6455          |
| 0.6152        | 2.13  | 9310  | 0.6442          |
| 0.5361        | 2.13  | 9320  | 0.6441          |
| 0.5896        | 2.14  | 9330  | 0.6448          |
| 0.5604        | 2.14  | 9340  | 0.6451          |
| 0.5745        | 2.14  | 9350  | 0.6450          |
| 0.5719        | 2.14  | 9360  | 0.6444          |
| 0.5615        | 2.15  | 9370  | 0.6443          |
| 0.5594        | 2.15  | 9380  | 0.6447          |
| 0.563         | 2.15  | 9390  | 0.6446          |
| 0.5677        | 2.15  | 9400  | 0.6444          |
| 0.5686        | 2.15  | 9410  | 0.6443          |
| 0.5938        | 2.16  | 9420  | 0.6441          |
| 0.557         | 2.16  | 9430  | 0.6438          |
| 0.5494        | 2.16  | 9440  | 0.6440          |
| 0.5712        | 2.16  | 9450  | 0.6446          |
| 0.5655        | 2.17  | 9460  | 0.6448          |
| 0.5686        | 2.17  | 9470  | 0.6450          |
| 0.5545        | 2.17  | 9480  | 0.6451          |
| 0.5665        | 2.17  | 9490  | 0.6447          |
| 0.5681        | 2.18  | 9500  | 0.6445          |
| 0.534         | 2.18  | 9510  | 0.6443          |
| 0.5758        | 2.18  | 9520  | 0.6449          |
| 0.5887        | 2.18  | 9530  | 0.6449          |
| 0.5902        | 2.18  | 9540  | 0.6443          |
| 0.5723        | 2.19  | 9550  | 0.6442          |
| 0.5346        | 2.19  | 9560  | 0.6442          |
| 0.5706        | 2.19  | 9570  | 0.6445          |
| 0.563         | 2.19  | 9580  | 0.6450          |
| 0.5705        | 2.2   | 9590  | 0.6452          |
| 0.5654        | 2.2   | 9600  | 0.6455          |
| 0.5672        | 2.2   | 9610  | 0.6452          |
| 0.5696        | 2.2   | 9620  | 0.6446          |
| 0.5523        | 2.2   | 9630  | 0.6442          |
| 0.5658        | 2.21  | 9640  | 0.6441          |
| 0.5605        | 2.21  | 9650  | 0.6441          |
| 0.5744        | 2.21  | 9660  | 0.6441          |
| 0.5622        | 2.21  | 9670  | 0.6444          |
| 0.5785        | 2.22  | 9680  | 0.6447          |
| 0.5385        | 2.22  | 9690  | 0.6446          |
| 0.5532        | 2.22  | 9700  | 0.6446          |
| 0.5858        | 2.22  | 9710  | 0.6447          |
| 0.5835        | 2.23  | 9720  | 0.6443          |
| 0.5891        | 2.23  | 9730  | 0.6445          |
| 0.57          | 2.23  | 9740  | 0.6442          |
| 0.5398        | 2.23  | 9750  | 0.6442          |
| 0.5952        | 2.23  | 9760  | 0.6441          |
| 0.5777        | 2.24  | 9770  | 0.6446          |
| 0.5445        | 2.24  | 9780  | 0.6450          |
| 0.5859        | 2.24  | 9790  | 0.6454          |
| 0.5951        | 2.24  | 9800  | 0.6452          |
| 0.5724        | 2.25  | 9810  | 0.6447          |
| 0.5694        | 2.25  | 9820  | 0.6446          |
| 0.5882        | 2.25  | 9830  | 0.6447          |
| 0.5817        | 2.25  | 9840  | 0.6447          |
| 0.5579        | 2.26  | 9850  | 0.6444          |
| 0.5678        | 2.26  | 9860  | 0.6444          |
| 0.5875        | 2.26  | 9870  | 0.6444          |
| 0.563         | 2.26  | 9880  | 0.6447          |
| 0.5372        | 2.26  | 9890  | 0.6444          |
| 0.5994        | 2.27  | 9900  | 0.6444          |
| 0.5691        | 2.27  | 9910  | 0.6448          |
| 0.5811        | 2.27  | 9920  | 0.6446          |
| 0.5685        | 2.27  | 9930  | 0.6446          |
| 0.5658        | 2.28  | 9940  | 0.6447          |
| 0.5415        | 2.28  | 9950  | 0.6448          |
| 0.5851        | 2.28  | 9960  | 0.6444          |
| 0.5586        | 2.28  | 9970  | 0.6438          |
| 0.582         | 2.29  | 9980  | 0.6437          |
| 0.5598        | 2.29  | 9990  | 0.6436          |
| 0.5699        | 2.29  | 10000 | 0.6435          |
| 0.5713        | 2.29  | 10010 | 0.6435          |
| 0.5478        | 2.29  | 10020 | 0.6437          |
| 0.5948        | 2.3   | 10030 | 0.6437          |
| 0.5971        | 2.3   | 10040 | 0.6436          |
| 0.5944        | 2.3   | 10050 | 0.6438          |
| 0.5609        | 2.3   | 10060 | 0.6440          |
| 0.5696        | 2.31  | 10070 | 0.6439          |
| 0.572         | 2.31  | 10080 | 0.6436          |
| 0.5768        | 2.31  | 10090 | 0.6438          |
| 0.6039        | 2.31  | 10100 | 0.6438          |
| 0.5595        | 2.31  | 10110 | 0.6435          |
| 0.5769        | 2.32  | 10120 | 0.6435          |
| 0.5816        | 2.32  | 10130 | 0.6432          |
| 0.5785        | 2.32  | 10140 | 0.6431          |
| 0.5445        | 2.32  | 10150 | 0.6430          |
| 0.5724        | 2.33  | 10160 | 0.6434          |
| 0.5726        | 2.33  | 10170 | 0.6439          |
| 0.5384        | 2.33  | 10180 | 0.6439          |
| 0.5853        | 2.33  | 10190 | 0.6436          |
| 0.5827        | 2.34  | 10200 | 0.6432          |
| 0.5608        | 2.34  | 10210 | 0.6431          |
| 0.5531        | 2.34  | 10220 | 0.6432          |
| 0.5507        | 2.34  | 10230 | 0.6434          |
| 0.5717        | 2.34  | 10240 | 0.6432          |
| 0.5939        | 2.35  | 10250 | 0.6433          |
| 0.5585        | 2.35  | 10260 | 0.6435          |
| 0.5784        | 2.35  | 10270 | 0.6438          |
| 0.5463        | 2.35  | 10280 | 0.6438          |
| 0.5808        | 2.36  | 10290 | 0.6437          |
| 0.5688        | 2.36  | 10300 | 0.6432          |
| 0.5587        | 2.36  | 10310 | 0.6432          |
| 0.5492        | 2.36  | 10320 | 0.6432          |
| 0.5715        | 2.37  | 10330 | 0.6430          |
| 0.5828        | 2.37  | 10340 | 0.6428          |
| 0.5913        | 2.37  | 10350 | 0.6430          |
| 0.5512        | 2.37  | 10360 | 0.6435          |
| 0.5624        | 2.37  | 10370 | 0.6437          |
| 0.581         | 2.38  | 10380 | 0.6434          |
| 0.5533        | 2.38  | 10390 | 0.6435          |
| 0.584         | 2.38  | 10400 | 0.6438          |
| 0.5961        | 2.38  | 10410 | 0.6439          |
| 0.553         | 2.39  | 10420 | 0.6442          |
| 0.5686        | 2.39  | 10430 | 0.6440          |
| 0.5761        | 2.39  | 10440 | 0.6436          |
| 0.597         | 2.39  | 10450 | 0.6434          |
| 0.5329        | 2.39  | 10460 | 0.6432          |
| 0.5829        | 2.4   | 10470 | 0.6430          |
| 0.5829        | 2.4   | 10480 | 0.6428          |
| 0.6036        | 2.4   | 10490 | 0.6426          |
| 0.5619        | 2.4   | 10500 | 0.6424          |
| 0.5709        | 2.41  | 10510 | 0.6426          |
| 0.602         | 2.41  | 10520 | 0.6428          |
| 0.5542        | 2.41  | 10530 | 0.6428          |
| 0.5439        | 2.41  | 10540 | 0.6430          |
| 0.5545        | 2.42  | 10550 | 0.6433          |
| 0.5562        | 2.42  | 10560 | 0.6435          |
| 0.5904        | 2.42  | 10570 | 0.6435          |
| 0.5887        | 2.42  | 10580 | 0.6435          |
| 0.5734        | 2.42  | 10590 | 0.6437          |
| 0.5878        | 2.43  | 10600 | 0.6435          |
| 0.5401        | 2.43  | 10610 | 0.6435          |
| 0.607         | 2.43  | 10620 | 0.6433          |
| 0.5735        | 2.43  | 10630 | 0.6432          |
| 0.5609        | 2.44  | 10640 | 0.6436          |
| 0.5807        | 2.44  | 10650 | 0.6436          |
| 0.5746        | 2.44  | 10660 | 0.6438          |
| 0.574         | 2.44  | 10670 | 0.6438          |
| 0.6085        | 2.45  | 10680 | 0.6438          |
| 0.5462        | 2.45  | 10690 | 0.6439          |
| 0.5841        | 2.45  | 10700 | 0.6438          |
| 0.5589        | 2.45  | 10710 | 0.6436          |
| 0.565         | 2.45  | 10720 | 0.6434          |
| 0.5687        | 2.46  | 10730 | 0.6434          |
| 0.5341        | 2.46  | 10740 | 0.6434          |
| 0.5629        | 2.46  | 10750 | 0.6437          |
| 0.5942        | 2.46  | 10760 | 0.6440          |
| 0.5586        | 2.47  | 10770 | 0.6438          |
| 0.5961        | 2.47  | 10780 | 0.6438          |
| 0.5789        | 2.47  | 10790 | 0.6438          |
| 0.5351        | 2.47  | 10800 | 0.6439          |
| 0.5817        | 2.48  | 10810 | 0.6438          |
| 0.566         | 2.48  | 10820 | 0.6437          |
| 0.595         | 2.48  | 10830 | 0.6436          |
| 0.5824        | 2.48  | 10840 | 0.6435          |
| 0.5624        | 2.48  | 10850 | 0.6434          |
| 0.5507        | 2.49  | 10860 | 0.6435          |
| 0.5674        | 2.49  | 10870 | 0.6435          |
| 0.5611        | 2.49  | 10880 | 0.6434          |
| 0.5742        | 2.49  | 10890 | 0.6433          |
| 0.5708        | 2.5   | 10900 | 0.6431          |
| 0.5608        | 2.5   | 10910 | 0.6431          |
| 0.5685        | 2.5   | 10920 | 0.6433          |
| 0.562         | 2.5   | 10930 | 0.6433          |
| 0.5633        | 2.5   | 10940 | 0.6435          |
| 0.5921        | 2.51  | 10950 | 0.6434          |
| 0.5591        | 2.51  | 10960 | 0.6435          |
| 0.5753        | 2.51  | 10970 | 0.6436          |
| 0.5704        | 2.51  | 10980 | 0.6439          |
| 0.5706        | 2.52  | 10990 | 0.6437          |
| 0.5757        | 2.52  | 11000 | 0.6437          |
| 0.5975        | 2.52  | 11010 | 0.6434          |
| 0.5861        | 2.52  | 11020 | 0.6431          |
| 0.5479        | 2.53  | 11030 | 0.6430          |
| 0.5852        | 2.53  | 11040 | 0.6429          |
| 0.5787        | 2.53  | 11050 | 0.6429          |
| 0.5901        | 2.53  | 11060 | 0.6428          |
| 0.5783        | 2.53  | 11070 | 0.6428          |
| 0.5702        | 2.54  | 11080 | 0.6429          |
| 0.5916        | 2.54  | 11090 | 0.6430          |
| 0.5806        | 2.54  | 11100 | 0.6430          |
| 0.5676        | 2.54  | 11110 | 0.6430          |
| 0.5769        | 2.55  | 11120 | 0.6431          |
| 0.5972        | 2.55  | 11130 | 0.6431          |
| 0.5971        | 2.55  | 11140 | 0.6431          |
| 0.5804        | 2.55  | 11150 | 0.6430          |
| 0.575         | 2.56  | 11160 | 0.6429          |
| 0.563         | 2.56  | 11170 | 0.6428          |
| 0.5881        | 2.56  | 11180 | 0.6429          |
| 0.5887        | 2.56  | 11190 | 0.6429          |
| 0.5571        | 2.56  | 11200 | 0.6429          |
| 0.5626        | 2.57  | 11210 | 0.6431          |
| 0.5801        | 2.57  | 11220 | 0.6430          |
| 0.569         | 2.57  | 11230 | 0.6431          |
| 0.5879        | 2.57  | 11240 | 0.6430          |
| 0.5612        | 2.58  | 11250 | 0.6430          |
| 0.5715        | 2.58  | 11260 | 0.6431          |
| 0.5805        | 2.58  | 11270 | 0.6431          |
| 0.584         | 2.58  | 11280 | 0.6430          |
| 0.597         | 2.59  | 11290 | 0.6428          |
| 0.5317        | 2.59  | 11300 | 0.6428          |
| 0.5421        | 2.59  | 11310 | 0.6427          |
| 0.5671        | 2.59  | 11320 | 0.6428          |
| 0.5688        | 2.59  | 11330 | 0.6428          |
| 0.5612        | 2.6   | 11340 | 0.6427          |
| 0.5738        | 2.6   | 11350 | 0.6427          |
| 0.562         | 2.6   | 11360 | 0.6427          |
| 0.5841        | 2.6   | 11370 | 0.6427          |
| 0.58          | 2.61  | 11380 | 0.6427          |
| 0.561         | 2.61  | 11390 | 0.6428          |
| 0.5885        | 2.61  | 11400 | 0.6429          |
| 0.5591        | 2.61  | 11410 | 0.6430          |
| 0.5879        | 2.61  | 11420 | 0.6430          |
| 0.5757        | 2.62  | 11430 | 0.6430          |
| 0.5561        | 2.62  | 11440 | 0.6430          |
| 0.552         | 2.62  | 11450 | 0.6431          |
| 0.6037        | 2.62  | 11460 | 0.6432          |
| 0.5723        | 2.63  | 11470 | 0.6431          |
| 0.5618        | 2.63  | 11480 | 0.6432          |
| 0.5831        | 2.63  | 11490 | 0.6432          |
| 0.5784        | 2.63  | 11500 | 0.6431          |
| 0.5728        | 2.64  | 11510 | 0.6430          |
| 0.5661        | 2.64  | 11520 | 0.6430          |
| 0.5358        | 2.64  | 11530 | 0.6430          |
| 0.5671        | 2.64  | 11540 | 0.6429          |
| 0.5529        | 2.64  | 11550 | 0.6430          |
| 0.5483        | 2.65  | 11560 | 0.6430          |
| 0.5486        | 2.65  | 11570 | 0.6430          |
| 0.5884        | 2.65  | 11580 | 0.6431          |
| 0.5795        | 2.65  | 11590 | 0.6431          |
| 0.5429        | 2.66  | 11600 | 0.6432          |
| 0.5813        | 2.66  | 11610 | 0.6432          |
| 0.5568        | 2.66  | 11620 | 0.6431          |
| 0.5543        | 2.66  | 11630 | 0.6431          |
| 0.5708        | 2.67  | 11640 | 0.6432          |
| 0.5734        | 2.67  | 11650 | 0.6432          |
| 0.5944        | 2.67  | 11660 | 0.6431          |
| 0.5775        | 2.67  | 11670 | 0.6430          |
| 0.5713        | 2.67  | 11680 | 0.6430          |
| 0.5647        | 2.68  | 11690 | 0.6430          |
| 0.5909        | 2.68  | 11700 | 0.6430          |
| 0.5892        | 2.68  | 11710 | 0.6430          |
| 0.5449        | 2.68  | 11720 | 0.6429          |
| 0.5601        | 2.69  | 11730 | 0.6429          |
| 0.5734        | 2.69  | 11740 | 0.6429          |
| 0.5615        | 2.69  | 11750 | 0.6428          |
| 0.5609        | 2.69  | 11760 | 0.6428          |
| 0.553         | 2.69  | 11770 | 0.6428          |
| 0.5647        | 2.7   | 11780 | 0.6429          |
| 0.5704        | 2.7   | 11790 | 0.6429          |
| 0.5362        | 2.7   | 11800 | 0.6428          |
| 0.5891        | 2.7   | 11810 | 0.6429          |
| 0.5427        | 2.71  | 11820 | 0.6429          |
| 0.5563        | 2.71  | 11830 | 0.6431          |
| 0.599         | 2.71  | 11840 | 0.6430          |
| 0.5493        | 2.71  | 11850 | 0.6429          |
| 0.5187        | 2.72  | 11860 | 0.6428          |
| 0.5712        | 2.72  | 11870 | 0.6427          |
| 0.562         | 2.72  | 11880 | 0.6427          |
| 0.5919        | 2.72  | 11890 | 0.6427          |
| 0.5836        | 2.72  | 11900 | 0.6428          |
| 0.559         | 2.73  | 11910 | 0.6427          |
| 0.5282        | 2.73  | 11920 | 0.6427          |
| 0.5914        | 2.73  | 11930 | 0.6426          |
| 0.5628        | 2.73  | 11940 | 0.6426          |
| 0.5999        | 2.74  | 11950 | 0.6426          |
| 0.5511        | 2.74  | 11960 | 0.6425          |
| 0.5873        | 2.74  | 11970 | 0.6425          |
| 0.5729        | 2.74  | 11980 | 0.6425          |
| 0.5769        | 2.75  | 11990 | 0.6426          |
| 0.5936        | 2.75  | 12000 | 0.6426          |
| 0.5951        | 2.75  | 12010 | 0.6427          |
| 0.5587        | 2.75  | 12020 | 0.6427          |
| 0.5568        | 2.75  | 12030 | 0.6427          |
| 0.5821        | 2.76  | 12040 | 0.6427          |
| 0.562         | 2.76  | 12050 | 0.6426          |
| 0.5888        | 2.76  | 12060 | 0.6426          |
| 0.58          | 2.76  | 12070 | 0.6427          |
| 0.5899        | 2.77  | 12080 | 0.6426          |
| 0.5808        | 2.77  | 12090 | 0.6426          |
| 0.5765        | 2.77  | 12100 | 0.6426          |
| 0.5392        | 2.77  | 12110 | 0.6426          |
| 0.5793        | 2.78  | 12120 | 0.6426          |
| 0.5554        | 2.78  | 12130 | 0.6426          |
| 0.5913        | 2.78  | 12140 | 0.6427          |
| 0.5719        | 2.78  | 12150 | 0.6426          |
| 0.5836        | 2.78  | 12160 | 0.6427          |
| 0.5605        | 2.79  | 12170 | 0.6427          |
| 0.5577        | 2.79  | 12180 | 0.6426          |
| 0.5821        | 2.79  | 12190 | 0.6427          |
| 0.6037        | 2.79  | 12200 | 0.6427          |
| 0.5391        | 2.8   | 12210 | 0.6427          |
| 0.5747        | 2.8   | 12220 | 0.6427          |
| 0.5622        | 2.8   | 12230 | 0.6427          |
| 0.5802        | 2.8   | 12240 | 0.6426          |
| 0.5714        | 2.8   | 12250 | 0.6425          |
| 0.5595        | 2.81  | 12260 | 0.6426          |
| 0.5714        | 2.81  | 12270 | 0.6425          |
| 0.5769        | 2.81  | 12280 | 0.6425          |
| 0.5452        | 2.81  | 12290 | 0.6425          |
| 0.5591        | 2.82  | 12300 | 0.6425          |
| 0.5653        | 2.82  | 12310 | 0.6425          |
| 0.5681        | 2.82  | 12320 | 0.6425          |
| 0.5746        | 2.82  | 12330 | 0.6425          |
| 0.5564        | 2.83  | 12340 | 0.6425          |
| 0.5899        | 2.83  | 12350 | 0.6425          |
| 0.6307        | 2.83  | 12360 | 0.6426          |
| 0.5814        | 2.83  | 12370 | 0.6425          |
| 0.5749        | 2.83  | 12380 | 0.6425          |
| 0.5803        | 2.84  | 12390 | 0.6425          |
| 0.5737        | 2.84  | 12400 | 0.6425          |
| 0.5552        | 2.84  | 12410 | 0.6425          |
| 0.5728        | 2.84  | 12420 | 0.6425          |
| 0.5793        | 2.85  | 12430 | 0.6424          |
| 0.587         | 2.85  | 12440 | 0.6425          |
| 0.5227        | 2.85  | 12450 | 0.6424          |
| 0.5618        | 2.85  | 12460 | 0.6424          |
| 0.5659        | 2.86  | 12470 | 0.6424          |
| 0.5619        | 2.86  | 12480 | 0.6424          |
| 0.5526        | 2.86  | 12490 | 0.6424          |
| 0.5772        | 2.86  | 12500 | 0.6425          |
| 0.5697        | 2.86  | 12510 | 0.6424          |
| 0.5752        | 2.87  | 12520 | 0.6425          |
| 0.5798        | 2.87  | 12530 | 0.6425          |
| 0.5817        | 2.87  | 12540 | 0.6425          |
| 0.5639        | 2.87  | 12550 | 0.6425          |
| 0.5699        | 2.88  | 12560 | 0.6425          |
| 0.5697        | 2.88  | 12570 | 0.6425          |
| 0.5779        | 2.88  | 12580 | 0.6425          |
| 0.5494        | 2.88  | 12590 | 0.6425          |
| 0.5964        | 2.88  | 12600 | 0.6425          |
| 0.578         | 2.89  | 12610 | 0.6424          |
| 0.5819        | 2.89  | 12620 | 0.6424          |
| 0.5797        | 2.89  | 12630 | 0.6424          |
| 0.555         | 2.89  | 12640 | 0.6424          |
| 0.573         | 2.9   | 12650 | 0.6424          |
| 0.5984        | 2.9   | 12660 | 0.6424          |
| 0.5873        | 2.9   | 12670 | 0.6424          |
| 0.5766        | 2.9   | 12680 | 0.6424          |
| 0.5762        | 2.91  | 12690 | 0.6424          |
| 0.5993        | 2.91  | 12700 | 0.6424          |
| 0.5958        | 2.91  | 12710 | 0.6424          |
| 0.5728        | 2.91  | 12720 | 0.6424          |
| 0.5882        | 2.91  | 12730 | 0.6424          |
| 0.5571        | 2.92  | 12740 | 0.6424          |
| 0.5495        | 2.92  | 12750 | 0.6424          |
| 0.5742        | 2.92  | 12760 | 0.6424          |
| 0.5895        | 2.92  | 12770 | 0.6424          |
| 0.5582        | 2.93  | 12780 | 0.6424          |
| 0.5692        | 2.93  | 12790 | 0.6424          |
| 0.5741        | 2.93  | 12800 | 0.6424          |
| 0.5547        | 2.93  | 12810 | 0.6424          |
| 0.5749        | 2.94  | 12820 | 0.6424          |
| 0.5727        | 2.94  | 12830 | 0.6424          |
| 0.5736        | 2.94  | 12840 | 0.6424          |
| 0.5717        | 2.94  | 12850 | 0.6424          |
| 0.5699        | 2.94  | 12860 | 0.6424          |
| 0.5672        | 2.95  | 12870 | 0.6424          |
| 0.5749        | 2.95  | 12880 | 0.6424          |
| 0.5969        | 2.95  | 12890 | 0.6424          |
| 0.5937        | 2.95  | 12900 | 0.6424          |
| 0.571         | 2.96  | 12910 | 0.6424          |
| 0.5413        | 2.96  | 12920 | 0.6424          |
| 0.5882        | 2.96  | 12930 | 0.6424          |
| 0.5845        | 2.96  | 12940 | 0.6424          |
| 0.589         | 2.97  | 12950 | 0.6424          |
| 0.58          | 2.97  | 12960 | 0.6424          |
| 0.5998        | 2.97  | 12970 | 0.6424          |
| 0.5613        | 2.97  | 12980 | 0.6424          |
| 0.5859        | 2.97  | 12990 | 0.6424          |
| 0.5697        | 2.98  | 13000 | 0.6424          |
| 0.5638        | 2.98  | 13010 | 0.6424          |
| 0.5472        | 2.98  | 13020 | 0.6424          |
| 0.6024        | 2.98  | 13030 | 0.6424          |
| 0.5662        | 2.99  | 13040 | 0.6424          |
| 0.5594        | 2.99  | 13050 | 0.6423          |
| 0.5707        | 2.99  | 13060 | 0.6424          |
| 0.6082        | 2.99  | 13070 | 0.6424          |
| 0.5795        | 2.99  | 13080 | 0.6424          |
| 0.5441        | 3.0   | 13090 | 0.6424          |
| 0.5816        | 3.0   | 13100 | 0.6424          |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 2.14.6
- Tokenizers 0.14.1