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---
license: apache-2.0
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: t5-small-replycomments-finetuned-xsum
  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. -->

# t5-small-replycomments-finetuned-xsum

This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8890
- Rouge1: 12.9383
- Rouge2: 6.7748
- Rougel: 11.9545
- Rougelsum: 12.8783
- Gen Len: 19.0

## 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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 500

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2 | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:|
| No log        | 1.0   | 7    | 7.4321          | 4.7237  | 1.8349 | 4.6462  | 4.3875    | 14.6667 |
| No log        | 2.0   | 14   | 4.7936          | 5.4452  | 1.8349 | 5.3391  | 5.1195    | 16.5556 |
| No log        | 3.0   | 21   | 4.1632          | 4.2177  | 0.0    | 4.1508  | 3.9608    | 18.2222 |
| No log        | 4.0   | 28   | 3.9543          | 6.3049  | 0.0    | 6.1512  | 5.8797    | 18.2222 |
| No log        | 5.0   | 35   | 3.7932          | 6.9935  | 0.0    | 6.8145  | 6.5932    | 18.2222 |
| No log        | 6.0   | 42   | 3.6629          | 6.5882  | 0.4193 | 5.6491  | 6.1259    | 18.0    |
| No log        | 7.0   | 49   | 3.5649          | 4.7402  | 0.4233 | 4.3234  | 4.5795    | 18.0    |
| No log        | 8.0   | 56   | 3.4865          | 5.775   | 0.4233 | 5.3033  | 5.5594    | 18.0    |
| No log        | 9.0   | 63   | 3.4203          | 6.9002  | 0.9524 | 6.47    | 6.6779    | 18.0    |
| No log        | 10.0  | 70   | 3.3194          | 6.9393  | 0.9484 | 6.2207  | 6.2332    | 18.7778 |
| No log        | 11.0  | 77   | 3.2558          | 7.3827  | 0.9484 | 6.6522  | 6.6736    | 18.7778 |
| No log        | 12.0  | 84   | 3.2015          | 7.8185  | 0.9484 | 6.9201  | 7.1348    | 18.7778 |
| No log        | 13.0  | 91   | 3.1511          | 8.1565  | 0.4193 | 7.2544  | 7.4978    | 18.7778 |
| No log        | 14.0  | 98   | 3.1037          | 8.3796  | 0.4193 | 7.2358  | 7.7151    | 18.7778 |
| No log        | 15.0  | 105  | 3.0534          | 7.919   | 0.4193 | 6.5531  | 6.9982    | 18.7778 |
| No log        | 16.0  | 112  | 3.0072          | 7.7049  | 0.4193 | 6.5592  | 6.5479    | 18.7778 |
| No log        | 17.0  | 119  | 2.9635          | 8.1678  | 0.4193 | 7.0538  | 6.8138    | 18.7778 |
| No log        | 18.0  | 126  | 2.9247          | 8.2075  | 0.4193 | 7.0793  | 7.0665    | 19.0    |
| No log        | 19.0  | 133  | 2.8874          | 8.4025  | 0.4193 | 7.2685  | 7.0484    | 19.0    |
| No log        | 20.0  | 140  | 2.8520          | 8.2075  | 0.4193 | 7.2812  | 7.0665    | 19.0    |
| No log        | 21.0  | 147  | 2.8186          | 7.5225  | 0.4193 | 6.8424  | 7.0635    | 19.0    |
| No log        | 22.0  | 154  | 2.7831          | 7.5225  | 0.4193 | 6.8424  | 7.0635    | 19.0    |
| No log        | 23.0  | 161  | 2.7453          | 7.7833  | 0.4193 | 7.0939  | 7.3365    | 19.0    |
| No log        | 24.0  | 168  | 2.7070          | 7.7823  | 0.6597 | 6.6932  | 7.3535    | 19.0    |
| No log        | 25.0  | 175  | 2.6713          | 8.9048  | 1.0671 | 7.1716  | 8.0078    | 19.0    |
| No log        | 26.0  | 182  | 2.6404          | 8.6828  | 1.0465 | 7.1779  | 7.7645    | 19.0    |
| No log        | 27.0  | 189  | 2.6091          | 7.9555  | 1.0465 | 6.6706  | 7.2834    | 19.0    |
| No log        | 28.0  | 196  | 2.5782          | 7.701   | 1.0465 | 6.4242  | 7.0418    | 19.0    |
| No log        | 29.0  | 203  | 2.5492          | 8.0502  | 0.639  | 7.1378  | 7.3572    | 19.0    |
| No log        | 30.0  | 210  | 2.5222          | 8.4648  | 0.8681 | 7.114   | 7.5501    | 19.0    |
| No log        | 31.0  | 217  | 2.5002          | 8.2365  | 0.8658 | 7.337   | 7.5443    | 19.0    |
| No log        | 32.0  | 224  | 2.4714          | 8.2518  | 1.102  | 7.1158  | 7.8184    | 19.0    |
| No log        | 33.0  | 231  | 2.4445          | 8.2347  | 0.8681 | 7.1088  | 7.7795    | 19.0    |
| No log        | 34.0  | 238  | 2.4227          | 7.5757  | 0.8681 | 6.4385  | 7.1123    | 19.0    |
| No log        | 35.0  | 245  | 2.4025          | 7.5757  | 0.8681 | 6.4385  | 7.1123    | 19.0    |
| No log        | 36.0  | 252  | 2.3822          | 7.7847  | 0.8681 | 6.6475  | 7.3005    | 19.0    |
| No log        | 37.0  | 259  | 2.3592          | 7.7847  | 0.8681 | 6.6475  | 7.3005    | 19.0    |
| No log        | 38.0  | 266  | 2.3386          | 8.2189  | 0.8658 | 7.1024  | 7.7293    | 19.0    |
| No log        | 39.0  | 273  | 2.3163          | 8.2037  | 0.8618 | 7.3339  | 7.4763    | 19.0    |
| No log        | 40.0  | 280  | 2.2945          | 8.2206  | 0.8618 | 6.906   | 7.4896    | 19.0    |
| No log        | 41.0  | 287  | 2.2740          | 8.2206  | 0.8618 | 6.6279  | 7.7583    | 19.0    |
| No log        | 42.0  | 294  | 2.2533          | 7.7495  | 0.8618 | 6.3879  | 7.5282    | 19.0    |
| No log        | 43.0  | 301  | 2.2356          | 7.7495  | 0.8618 | 6.3879  | 7.5282    | 19.0    |
| No log        | 44.0  | 308  | 2.2172          | 7.7495  | 0.8618 | 6.3879  | 7.5282    | 19.0    |
| No log        | 45.0  | 315  | 2.1990          | 7.7495  | 0.8618 | 6.3879  | 7.5282    | 19.0    |
| No log        | 46.0  | 322  | 2.1796          | 7.1722  | 0.646  | 6.052   | 7.1559    | 19.0    |
| No log        | 47.0  | 329  | 2.1626          | 8.0551  | 0.88   | 6.7073  | 7.6234    | 19.0    |
| No log        | 48.0  | 336  | 2.1441          | 8.6616  | 1.0978 | 6.9     | 7.5766    | 19.0    |
| No log        | 49.0  | 343  | 2.1257          | 9.0646  | 1.0978 | 7.3707  | 8.013     | 19.0    |
| No log        | 50.0  | 350  | 2.1097          | 9.0646  | 1.0978 | 7.3707  | 7.8106    | 19.0    |
| No log        | 51.0  | 357  | 2.0934          | 8.4289  | 0.8639 | 6.8775  | 7.0972    | 19.0    |
| No log        | 52.0  | 364  | 2.0790          | 8.6477  | 0.8639 | 7.1047  | 6.8551    | 19.0    |
| No log        | 53.0  | 371  | 2.0623          | 8.6734  | 1.0644 | 7.284   | 7.0708    | 19.0    |
| No log        | 54.0  | 378  | 2.0451          | 8.9206  | 1.2823 | 7.5218  | 7.3052    | 19.0    |
| No log        | 55.0  | 385  | 2.0288          | 9.2888  | 1.0644 | 7.9389  | 8.1669    | 19.0    |
| No log        | 56.0  | 392  | 2.0128          | 9.2888  | 1.0644 | 7.6875  | 7.6884    | 19.0    |
| No log        | 57.0  | 399  | 1.9979          | 8.8755  | 0.6372 | 7.2918  | 7.2646    | 19.0    |
| No log        | 58.0  | 406  | 1.9843          | 9.2962  | 1.0644 | 7.9467  | 8.1768    | 19.0    |
| No log        | 59.0  | 413  | 1.9724          | 9.335   | 1.5002 | 7.9436  | 8.4227    | 19.0    |
| No log        | 60.0  | 420  | 1.9598          | 8.6019  | 1.105  | 7.2861  | 7.6926    | 19.0    |
| No log        | 61.0  | 427  | 1.9470          | 8.6019  | 1.105  | 7.2861  | 7.6926    | 19.0    |
| No log        | 62.0  | 434  | 1.9330          | 8.8611  | 1.11   | 7.2941  | 7.9415    | 19.0    |
| No log        | 63.0  | 441  | 1.9192          | 9.3828  | 1.105  | 7.5452  | 8.4708    | 19.0    |
| No log        | 64.0  | 448  | 1.9059          | 9.1484  | 1.3229 | 7.3015  | 8.6716    | 19.0    |
| No log        | 65.0  | 455  | 1.8930          | 9.1585  | 1.3278 | 7.3131  | 8.6797    | 19.0    |
| No log        | 66.0  | 462  | 1.8806          | 8.9701  | 1.11   | 7.3297  | 8.4947    | 19.0    |
| No log        | 67.0  | 469  | 1.8687          | 8.9701  | 1.11   | 7.3297  | 8.4947    | 19.0    |
| No log        | 68.0  | 476  | 1.8572          | 9.3887  | 1.3229 | 7.5569  | 8.686     | 19.0    |
| No log        | 69.0  | 483  | 1.8463          | 8.7782  | 1.3144 | 7.5917  | 8.5071    | 19.0    |
| No log        | 70.0  | 490  | 1.8352          | 8.5399  | 1.3144 | 7.3886  | 8.2702    | 19.0    |
| No log        | 71.0  | 497  | 1.8248          | 9.544   | 1.5002 | 8.2318  | 8.639     | 19.0    |
| 3.0541        | 72.0  | 504  | 1.8147          | 8.8897  | 1.109  | 7.5889  | 8.0304    | 19.0    |
| 3.0541        | 73.0  | 511  | 1.8037          | 9.3341  | 1.114  | 8.0293  | 8.6714    | 19.0    |
| 3.0541        | 74.0  | 518  | 1.7927          | 9.7593  | 1.109  | 8.4294  | 9.082     | 19.0    |
| 3.0541        | 75.0  | 525  | 1.7830          | 9.7593  | 1.109  | 8.4294  | 9.082     | 19.0    |
| 3.0541        | 76.0  | 532  | 1.7728          | 9.7593  | 1.109  | 8.4294  | 9.082     | 19.0    |
| 3.0541        | 77.0  | 539  | 1.7625          | 9.5509  | 1.109  | 8.2305  | 8.8946    | 19.0    |
| 3.0541        | 78.0  | 546  | 1.7518          | 9.9778  | 1.4877 | 8.6656  | 8.88      | 19.0    |
| 3.0541        | 79.0  | 553  | 1.7410          | 9.9778  | 1.4877 | 8.6656  | 8.88      | 19.0    |
| 3.0541        | 80.0  | 560  | 1.7308          | 10.3896 | 1.8713 | 8.8642  | 8.8691    | 19.0    |
| 3.0541        | 81.0  | 567  | 1.7203          | 10.331  | 2.0106 | 8.9196  | 9.1751    | 19.0    |
| 3.0541        | 82.0  | 574  | 1.7113          | 9.959   | 2.5419 | 8.9281  | 9.1819    | 19.0    |
| 3.0541        | 83.0  | 581  | 1.7017          | 9.5325  | 2.3497 | 8.5148  | 8.7292    | 19.0    |
| 3.0541        | 84.0  | 588  | 1.6914          | 9.6818  | 2.3497 | 8.5093  | 8.9422    | 19.0    |
| 3.0541        | 85.0  | 595  | 1.6808          | 10.3541 | 3.0549 | 9.4079  | 9.624     | 19.0    |
| 3.0541        | 86.0  | 602  | 1.6704          | 10.3541 | 3.0549 | 9.4079  | 9.624     | 19.0    |
| 3.0541        | 87.0  | 609  | 1.6621          | 10.3541 | 3.0549 | 9.4079  | 9.624     | 19.0    |
| 3.0541        | 88.0  | 616  | 1.6523          | 10.5903 | 3.2958 | 9.6497  | 9.8467    | 19.0    |
| 3.0541        | 89.0  | 623  | 1.6438          | 10.3287 | 3.5548 | 9.6153  | 9.9002    | 19.0    |
| 3.0541        | 90.0  | 630  | 1.6364          | 10.9953 | 4.2184 | 10.3085 | 10.5562   | 19.0    |
| 3.0541        | 91.0  | 637  | 1.6274          | 10.9779 | 4.4239 | 10.08   | 10.5444   | 19.0    |
| 3.0541        | 92.0  | 644  | 1.6197          | 11.4086 | 4.8863 | 10.9286 | 11.0196   | 19.0    |
| 3.0541        | 93.0  | 651  | 1.6117          | 11.7602 | 5.2072 | 11.1986 | 11.3059   | 19.0    |
| 3.0541        | 94.0  | 658  | 1.6044          | 12.2064 | 5.2039 | 11.4112 | 11.7848   | 19.0    |
| 3.0541        | 95.0  | 665  | 1.5965          | 12.2064 | 5.2039 | 11.4112 | 11.7848   | 19.0    |
| 3.0541        | 96.0  | 672  | 1.5895          | 12.6603 | 6.3807 | 11.9017 | 12.5943   | 19.0    |
| 3.0541        | 97.0  | 679  | 1.5824          | 12.6603 | 6.3807 | 11.9017 | 12.5943   | 19.0    |
| 3.0541        | 98.0  | 686  | 1.5751          | 12.6603 | 6.3807 | 11.9017 | 12.5943   | 19.0    |
| 3.0541        | 99.0  | 693  | 1.5714          | 12.192  | 5.6506 | 11.206  | 12.1245   | 19.0    |
| 3.0541        | 100.0 | 700  | 1.5629          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 101.0 | 707  | 1.5557          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 102.0 | 714  | 1.5490          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 103.0 | 721  | 1.5421          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 104.0 | 728  | 1.5340          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 105.0 | 735  | 1.5276          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 106.0 | 742  | 1.5216          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 107.0 | 749  | 1.5156          | 11.9719 | 5.8825 | 11.2192 | 11.9113   | 19.0    |
| 3.0541        | 108.0 | 756  | 1.5097          | 11.6938 | 5.4081 | 10.7222 | 11.464    | 19.0    |
| 3.0541        | 109.0 | 763  | 1.5042          | 11.6938 | 5.4081 | 10.7222 | 11.464    | 19.0    |
| 3.0541        | 110.0 | 770  | 1.5002          | 11.6938 | 5.4081 | 10.7222 | 11.464    | 19.0    |
| 3.0541        | 111.0 | 777  | 1.4945          | 11.6938 | 5.4081 | 10.7222 | 11.464    | 19.0    |
| 3.0541        | 112.0 | 784  | 1.4890          | 11.6938 | 5.4081 | 10.7222 | 11.464    | 19.0    |
| 3.0541        | 113.0 | 791  | 1.4817          | 11.6938 | 5.4081 | 10.7222 | 11.464    | 19.0    |
| 3.0541        | 114.0 | 798  | 1.4755          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 115.0 | 805  | 1.4693          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 116.0 | 812  | 1.4650          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 117.0 | 819  | 1.4595          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 118.0 | 826  | 1.4536          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 119.0 | 833  | 1.4462          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 120.0 | 840  | 1.4404          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 121.0 | 847  | 1.4353          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 122.0 | 854  | 1.4312          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 123.0 | 861  | 1.4263          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 124.0 | 868  | 1.4209          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 125.0 | 875  | 1.4159          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 126.0 | 882  | 1.4119          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 127.0 | 889  | 1.4082          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 128.0 | 896  | 1.4037          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 129.0 | 903  | 1.3991          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 130.0 | 910  | 1.3944          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 131.0 | 917  | 1.3887          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 132.0 | 924  | 1.3854          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 133.0 | 931  | 1.3817          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 134.0 | 938  | 1.3765          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 135.0 | 945  | 1.3721          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 136.0 | 952  | 1.3683          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 137.0 | 959  | 1.3642          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 138.0 | 966  | 1.3602          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 139.0 | 973  | 1.3560          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 140.0 | 980  | 1.3515          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 141.0 | 987  | 1.3476          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 3.0541        | 142.0 | 994  | 1.3440          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 143.0 | 1001 | 1.3407          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 144.0 | 1008 | 1.3367          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 145.0 | 1015 | 1.3320          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 146.0 | 1022 | 1.3280          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 147.0 | 1029 | 1.3233          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 148.0 | 1036 | 1.3185          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 149.0 | 1043 | 1.3141          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 150.0 | 1050 | 1.3106          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 151.0 | 1057 | 1.3069          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 152.0 | 1064 | 1.3034          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 153.0 | 1071 | 1.3016          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 154.0 | 1078 | 1.2990          | 12.1058 | 5.8221 | 10.716  | 11.8546   | 19.0    |
| 1.9526        | 155.0 | 1085 | 1.2946          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 156.0 | 1092 | 1.2904          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 157.0 | 1099 | 1.2873          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 158.0 | 1106 | 1.2832          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 159.0 | 1113 | 1.2803          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 160.0 | 1120 | 1.2767          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 161.0 | 1127 | 1.2727          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 162.0 | 1134 | 1.2695          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 163.0 | 1141 | 1.2678          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 164.0 | 1148 | 1.2656          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 165.0 | 1155 | 1.2635          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 166.0 | 1162 | 1.2604          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 167.0 | 1169 | 1.2568          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 168.0 | 1176 | 1.2537          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 169.0 | 1183 | 1.2506          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 170.0 | 1190 | 1.2464          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 171.0 | 1197 | 1.2437          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 172.0 | 1204 | 1.2417          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 173.0 | 1211 | 1.2387          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 174.0 | 1218 | 1.2351          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 175.0 | 1225 | 1.2306          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 176.0 | 1232 | 1.2271          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 177.0 | 1239 | 1.2251          | 12.3741 | 5.8332 | 11.0241 | 12.1209   | 19.0    |
| 1.9526        | 178.0 | 1246 | 1.2223          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 179.0 | 1253 | 1.2191          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 180.0 | 1260 | 1.2157          | 12.6489 | 6.319  | 11.5046 | 12.6185   | 19.0    |
| 1.9526        | 181.0 | 1267 | 1.2130          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 182.0 | 1274 | 1.2110          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 183.0 | 1281 | 1.2083          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 184.0 | 1288 | 1.2053          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 185.0 | 1295 | 1.2023          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 186.0 | 1302 | 1.1998          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 187.0 | 1309 | 1.1979          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 188.0 | 1316 | 1.1941          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 189.0 | 1323 | 1.1910          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 190.0 | 1330 | 1.1895          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 191.0 | 1337 | 1.1866          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 192.0 | 1344 | 1.1830          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 193.0 | 1351 | 1.1805          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 194.0 | 1358 | 1.1790          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 195.0 | 1365 | 1.1761          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 196.0 | 1372 | 1.1742          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 197.0 | 1379 | 1.1719          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 198.0 | 1386 | 1.1690          | 12.1789 | 5.8294 | 10.7984 | 11.9324   | 19.0    |
| 1.9526        | 199.0 | 1393 | 1.1657          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 200.0 | 1400 | 1.1643          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 201.0 | 1407 | 1.1623          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 202.0 | 1414 | 1.1588          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 203.0 | 1421 | 1.1564          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 204.0 | 1428 | 1.1548          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 205.0 | 1435 | 1.1535          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.9526        | 206.0 | 1442 | 1.1509          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 207.0 | 1449 | 1.1475          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 208.0 | 1456 | 1.1452          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 209.0 | 1463 | 1.1430          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 210.0 | 1470 | 1.1418          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 211.0 | 1477 | 1.1391          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 212.0 | 1484 | 1.1368          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 213.0 | 1491 | 1.1355          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.9526        | 214.0 | 1498 | 1.1338          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 215.0 | 1505 | 1.1315          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 216.0 | 1512 | 1.1299          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 217.0 | 1519 | 1.1281          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 218.0 | 1526 | 1.1258          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 219.0 | 1533 | 1.1226          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.6203        | 220.0 | 1540 | 1.1204          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.6203        | 221.0 | 1547 | 1.1185          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.6203        | 222.0 | 1554 | 1.1166          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.6203        | 223.0 | 1561 | 1.1160          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.6203        | 224.0 | 1568 | 1.1144          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.6203        | 225.0 | 1575 | 1.1114          | 12.459  | 6.3155 | 11.2822 | 12.4396   | 19.0    |
| 1.6203        | 226.0 | 1582 | 1.1080          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 227.0 | 1589 | 1.1061          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 228.0 | 1596 | 1.1037          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 229.0 | 1603 | 1.1010          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 230.0 | 1610 | 1.0988          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 231.0 | 1617 | 1.0964          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 232.0 | 1624 | 1.0950          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 233.0 | 1631 | 1.0932          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 234.0 | 1638 | 1.0920          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 235.0 | 1645 | 1.0910          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 236.0 | 1652 | 1.0902          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 237.0 | 1659 | 1.0872          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 238.0 | 1666 | 1.0842          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 239.0 | 1673 | 1.0829          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 240.0 | 1680 | 1.0814          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 241.0 | 1687 | 1.0805          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 242.0 | 1694 | 1.0782          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 243.0 | 1701 | 1.0763          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 244.0 | 1708 | 1.0750          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 245.0 | 1715 | 1.0742          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 246.0 | 1722 | 1.0725          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 247.0 | 1729 | 1.0705          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 248.0 | 1736 | 1.0683          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 249.0 | 1743 | 1.0662          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 250.0 | 1750 | 1.0642          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 251.0 | 1757 | 1.0624          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 252.0 | 1764 | 1.0615          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 253.0 | 1771 | 1.0610          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 254.0 | 1778 | 1.0595          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 255.0 | 1785 | 1.0569          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 256.0 | 1792 | 1.0551          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 257.0 | 1799 | 1.0543          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 258.0 | 1806 | 1.0520          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 259.0 | 1813 | 1.0490          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 260.0 | 1820 | 1.0473          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 261.0 | 1827 | 1.0464          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 262.0 | 1834 | 1.0455          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 263.0 | 1841 | 1.0447          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 264.0 | 1848 | 1.0422          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 265.0 | 1855 | 1.0406          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 266.0 | 1862 | 1.0390          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 267.0 | 1869 | 1.0379          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 268.0 | 1876 | 1.0361          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 269.0 | 1883 | 1.0350          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 270.0 | 1890 | 1.0346          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 271.0 | 1897 | 1.0335          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 272.0 | 1904 | 1.0327          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 273.0 | 1911 | 1.0305          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 274.0 | 1918 | 1.0284          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 275.0 | 1925 | 1.0257          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 276.0 | 1932 | 1.0243          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 277.0 | 1939 | 1.0232          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 278.0 | 1946 | 1.0220          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 279.0 | 1953 | 1.0210          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 280.0 | 1960 | 1.0207          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 281.0 | 1967 | 1.0195          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 282.0 | 1974 | 1.0179          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 283.0 | 1981 | 1.0160          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 284.0 | 1988 | 1.0148          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.6203        | 285.0 | 1995 | 1.0139          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 286.0 | 2002 | 1.0132          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 287.0 | 2009 | 1.0121          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 288.0 | 2016 | 1.0103          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 289.0 | 2023 | 1.0082          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 290.0 | 2030 | 1.0063          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 291.0 | 2037 | 1.0049          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 292.0 | 2044 | 1.0040          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 293.0 | 2051 | 1.0028          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 294.0 | 2058 | 1.0018          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 295.0 | 2065 | 1.0004          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 296.0 | 2072 | 0.9993          | 12.7076 | 6.549  | 11.7284 | 12.6527   | 19.0    |
| 1.4535        | 297.0 | 2079 | 0.9979          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 298.0 | 2086 | 0.9969          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 299.0 | 2093 | 0.9962          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 300.0 | 2100 | 0.9954          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 301.0 | 2107 | 0.9946          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 302.0 | 2114 | 0.9934          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 303.0 | 2121 | 0.9926          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 304.0 | 2128 | 0.9922          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 305.0 | 2135 | 0.9910          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 306.0 | 2142 | 0.9898          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 307.0 | 2149 | 0.9885          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 308.0 | 2156 | 0.9870          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 309.0 | 2163 | 0.9858          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 310.0 | 2170 | 0.9847          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 311.0 | 2177 | 0.9837          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 312.0 | 2184 | 0.9811          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 313.0 | 2191 | 0.9795          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 314.0 | 2198 | 0.9784          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 315.0 | 2205 | 0.9775          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 316.0 | 2212 | 0.9769          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 317.0 | 2219 | 0.9761          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 318.0 | 2226 | 0.9748          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 319.0 | 2233 | 0.9741          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 320.0 | 2240 | 0.9731          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 321.0 | 2247 | 0.9719          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 322.0 | 2254 | 0.9706          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 323.0 | 2261 | 0.9699          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 324.0 | 2268 | 0.9690          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 325.0 | 2275 | 0.9682          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 326.0 | 2282 | 0.9668          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 327.0 | 2289 | 0.9657          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 328.0 | 2296 | 0.9648          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 329.0 | 2303 | 0.9643          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 330.0 | 2310 | 0.9633          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 331.0 | 2317 | 0.9617          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 332.0 | 2324 | 0.9612          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 333.0 | 2331 | 0.9603          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 334.0 | 2338 | 0.9592          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 335.0 | 2345 | 0.9588          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 336.0 | 2352 | 0.9579          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 337.0 | 2359 | 0.9572          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 338.0 | 2366 | 0.9565          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 339.0 | 2373 | 0.9559          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 340.0 | 2380 | 0.9556          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 341.0 | 2387 | 0.9546          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 342.0 | 2394 | 0.9534          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 343.0 | 2401 | 0.9525          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 344.0 | 2408 | 0.9520          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 345.0 | 2415 | 0.9515          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 346.0 | 2422 | 0.9508          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 347.0 | 2429 | 0.9499          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 348.0 | 2436 | 0.9489          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 349.0 | 2443 | 0.9480          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 350.0 | 2450 | 0.9471          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 351.0 | 2457 | 0.9459          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 352.0 | 2464 | 0.9452          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 353.0 | 2471 | 0.9450          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 354.0 | 2478 | 0.9442          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 355.0 | 2485 | 0.9429          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 356.0 | 2492 | 0.9417          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.4535        | 357.0 | 2499 | 0.9411          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 358.0 | 2506 | 0.9404          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 359.0 | 2513 | 0.9394          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 360.0 | 2520 | 0.9384          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 361.0 | 2527 | 0.9380          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 362.0 | 2534 | 0.9376          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 363.0 | 2541 | 0.9372          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 364.0 | 2548 | 0.9365          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 365.0 | 2555 | 0.9357          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 366.0 | 2562 | 0.9348          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 367.0 | 2569 | 0.9341          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 368.0 | 2576 | 0.9332          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 369.0 | 2583 | 0.9325          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 370.0 | 2590 | 0.9318          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 371.0 | 2597 | 0.9306          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 372.0 | 2604 | 0.9294          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 373.0 | 2611 | 0.9283          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 374.0 | 2618 | 0.9274          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 375.0 | 2625 | 0.9269          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 376.0 | 2632 | 0.9263          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 377.0 | 2639 | 0.9259          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 378.0 | 2646 | 0.9259          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 379.0 | 2653 | 0.9258          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 380.0 | 2660 | 0.9255          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 381.0 | 2667 | 0.9248          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 382.0 | 2674 | 0.9238          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 383.0 | 2681 | 0.9233          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 384.0 | 2688 | 0.9226          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 385.0 | 2695 | 0.9224          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 386.0 | 2702 | 0.9219          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 387.0 | 2709 | 0.9209          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 388.0 | 2716 | 0.9202          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 389.0 | 2723 | 0.9197          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 390.0 | 2730 | 0.9192          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 391.0 | 2737 | 0.9192          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 392.0 | 2744 | 0.9189          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 393.0 | 2751 | 0.9185          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 394.0 | 2758 | 0.9181          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 395.0 | 2765 | 0.9172          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 396.0 | 2772 | 0.9166          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 397.0 | 2779 | 0.9162          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 398.0 | 2786 | 0.9156          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 399.0 | 2793 | 0.9154          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 400.0 | 2800 | 0.9150          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 401.0 | 2807 | 0.9145          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 402.0 | 2814 | 0.9142          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 403.0 | 2821 | 0.9138          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 404.0 | 2828 | 0.9131          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 405.0 | 2835 | 0.9126          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 406.0 | 2842 | 0.9121          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 407.0 | 2849 | 0.9115          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 408.0 | 2856 | 0.9107          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 409.0 | 2863 | 0.9101          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 410.0 | 2870 | 0.9095          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 411.0 | 2877 | 0.9093          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 412.0 | 2884 | 0.9088          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 413.0 | 2891 | 0.9086          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 414.0 | 2898 | 0.9082          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 415.0 | 2905 | 0.9075          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 416.0 | 2912 | 0.9071          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 417.0 | 2919 | 0.9065          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 418.0 | 2926 | 0.9059          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 419.0 | 2933 | 0.9053          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 420.0 | 2940 | 0.9048          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 421.0 | 2947 | 0.9039          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 422.0 | 2954 | 0.9034          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 423.0 | 2961 | 0.9026          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 424.0 | 2968 | 0.9022          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 425.0 | 2975 | 0.9020          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 426.0 | 2982 | 0.9016          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 427.0 | 2989 | 0.9014          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.3501        | 428.0 | 2996 | 0.9013          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 429.0 | 3003 | 0.9010          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 430.0 | 3010 | 0.9006          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 431.0 | 3017 | 0.9003          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 432.0 | 3024 | 0.9002          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 433.0 | 3031 | 0.9000          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 434.0 | 3038 | 0.8997          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 435.0 | 3045 | 0.8994          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 436.0 | 3052 | 0.8989          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 437.0 | 3059 | 0.8986          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 438.0 | 3066 | 0.8982          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 439.0 | 3073 | 0.8978          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 440.0 | 3080 | 0.8975          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 441.0 | 3087 | 0.8974          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 442.0 | 3094 | 0.8972          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 443.0 | 3101 | 0.8970          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 444.0 | 3108 | 0.8968          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 445.0 | 3115 | 0.8967          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 446.0 | 3122 | 0.8964          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 447.0 | 3129 | 0.8960          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 448.0 | 3136 | 0.8959          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 449.0 | 3143 | 0.8956          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 450.0 | 3150 | 0.8954          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 451.0 | 3157 | 0.8952          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 452.0 | 3164 | 0.8948          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 453.0 | 3171 | 0.8944          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 454.0 | 3178 | 0.8943          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 455.0 | 3185 | 0.8941          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 456.0 | 3192 | 0.8937          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 457.0 | 3199 | 0.8935          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 458.0 | 3206 | 0.8932          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 459.0 | 3213 | 0.8930          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 460.0 | 3220 | 0.8927          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 461.0 | 3227 | 0.8926          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 462.0 | 3234 | 0.8925          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 463.0 | 3241 | 0.8924          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 464.0 | 3248 | 0.8921          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 465.0 | 3255 | 0.8920          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 466.0 | 3262 | 0.8916          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 467.0 | 3269 | 0.8914          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 468.0 | 3276 | 0.8912          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 469.0 | 3283 | 0.8911          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 470.0 | 3290 | 0.8910          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 471.0 | 3297 | 0.8910          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 472.0 | 3304 | 0.8910          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 473.0 | 3311 | 0.8908          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 474.0 | 3318 | 0.8907          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 475.0 | 3325 | 0.8905          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 476.0 | 3332 | 0.8905          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 477.0 | 3339 | 0.8905          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 478.0 | 3346 | 0.8904          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 479.0 | 3353 | 0.8900          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 480.0 | 3360 | 0.8899          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 481.0 | 3367 | 0.8898          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 482.0 | 3374 | 0.8898          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 483.0 | 3381 | 0.8897          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 484.0 | 3388 | 0.8896          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 485.0 | 3395 | 0.8895          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 486.0 | 3402 | 0.8894          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 487.0 | 3409 | 0.8894          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 488.0 | 3416 | 0.8893          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 489.0 | 3423 | 0.8893          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 490.0 | 3430 | 0.8891          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 491.0 | 3437 | 0.8892          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 492.0 | 3444 | 0.8891          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 493.0 | 3451 | 0.8891          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 494.0 | 3458 | 0.8890          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 495.0 | 3465 | 0.8890          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 496.0 | 3472 | 0.8890          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 497.0 | 3479 | 0.8890          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 498.0 | 3486 | 0.8890          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2934        | 499.0 | 3493 | 0.8890          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |
| 1.2671        | 500.0 | 3500 | 0.8890          | 12.9383 | 6.7748 | 11.9545 | 12.8783   | 19.0    |


### Framework versions

- Transformers 4.30.1
- Pytorch 2.0.1+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3