transformers tensorboard safetensors bert question-answering generated_from_trainer endpoints_compatible region:us
---
tags:
- generated_from_trainer
model-index:
- name: Legal_GQA_BERT_augmented_1000
  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. -->

# Legal_GQA_BERT_augmented_1000

This model was trained from scratch on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 5.5643

## 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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000

### Training results

| Training Loss | Epoch  | Step  | Validation Loss |
|:-------------:|:------:|:-----:|:---------------:|
| No log        | 1.0    | 15    | 3.3883          |
| No log        | 2.0    | 30    | 3.5183          |
| No log        | 3.0    | 45    | 3.2108          |
| No log        | 4.0    | 60    | 3.1069          |
| No log        | 5.0    | 75    | 3.2101          |
| No log        | 6.0    | 90    | 3.3867          |
| No log        | 7.0    | 105   | 3.6980          |
| No log        | 8.0    | 120   | 3.9139          |
| No log        | 9.0    | 135   | 4.0341          |
| No log        | 10.0   | 150   | 3.8068          |
| No log        | 11.0   | 165   | 4.1122          |
| No log        | 12.0   | 180   | 4.0931          |
| No log        | 13.0   | 195   | 4.4698          |
| No log        | 14.0   | 210   | 4.5345          |
| No log        | 15.0   | 225   | 4.2682          |
| No log        | 16.0   | 240   | 4.2651          |
| No log        | 17.0   | 255   | 4.3404          |
| No log        | 18.0   | 270   | 4.1897          |
| No log        | 19.0   | 285   | 4.2439          |
| No log        | 20.0   | 300   | 4.2961          |
| No log        | 21.0   | 315   | 4.4664          |
| No log        | 22.0   | 330   | 4.6397          |
| No log        | 23.0   | 345   | 4.6983          |
| No log        | 24.0   | 360   | 4.3461          |
| No log        | 25.0   | 375   | 4.3599          |
| No log        | 26.0   | 390   | 4.6474          |
| No log        | 27.0   | 405   | 4.8310          |
| No log        | 28.0   | 420   | 4.7413          |
| No log        | 29.0   | 435   | 4.6552          |
| No log        | 30.0   | 450   | 5.0394          |
| No log        | 31.0   | 465   | 5.1472          |
| No log        | 32.0   | 480   | 4.3219          |
| No log        | 33.0   | 495   | 5.0297          |
| 1.0978        | 34.0   | 510   | 4.9553          |
| 1.0978        | 35.0   | 525   | 4.5924          |
| 1.0978        | 36.0   | 540   | 4.6446          |
| 1.0978        | 37.0   | 555   | 4.6058          |
| 1.0978        | 38.0   | 570   | 4.6765          |
| 1.0978        | 39.0   | 585   | 4.6653          |
| 1.0978        | 40.0   | 600   | 4.7802          |
| 1.0978        | 41.0   | 615   | 4.8281          |
| 1.0978        | 42.0   | 630   | 4.6197          |
| 1.0978        | 43.0   | 645   | 5.3967          |
| 1.0978        | 44.0   | 660   | 5.1220          |
| 1.0978        | 45.0   | 675   | 4.6703          |
| 1.0978        | 46.0   | 690   | 4.8150          |
| 1.0978        | 47.0   | 705   | 4.8910          |
| 1.0978        | 48.0   | 720   | 4.8554          |
| 1.0978        | 49.0   | 735   | 4.7086          |
| 1.0978        | 50.0   | 750   | 5.3159          |
| 1.0978        | 51.0   | 765   | 4.8209          |
| 1.0978        | 52.0   | 780   | 4.6739          |
| 1.0978        | 53.0   | 795   | 4.8043          |
| 1.0978        | 54.0   | 810   | 4.7875          |
| 1.0978        | 55.0   | 825   | 5.1071          |
| 1.0978        | 56.0   | 840   | 4.9139          |
| 1.0978        | 57.0   | 855   | 4.8034          |
| 1.0978        | 58.0   | 870   | 5.2768          |
| 1.0978        | 59.0   | 885   | 4.5211          |
| 1.0978        | 60.0   | 900   | 4.8944          |
| 1.0978        | 61.0   | 915   | 5.2514          |
| 1.0978        | 62.0   | 930   | 5.0131          |
| 1.0978        | 63.0   | 945   | 4.8093          |
| 1.0978        | 64.0   | 960   | 5.0798          |
| 1.0978        | 65.0   | 975   | 5.0009          |
| 1.0978        | 66.0   | 990   | 4.7921          |
| 0.545         | 67.0   | 1005  | 4.4796          |
| 0.545         | 68.0   | 1020  | 4.6143          |
| 0.545         | 69.0   | 1035  | 4.6604          |
| 0.545         | 70.0   | 1050  | 4.8758          |
| 0.545         | 71.0   | 1065  | 4.6794          |
| 0.545         | 72.0   | 1080  | 4.7766          |
| 0.545         | 73.0   | 1095  | 4.7499          |
| 0.545         | 74.0   | 1110  | 5.0082          |
| 0.545         | 75.0   | 1125  | 4.8711          |
| 0.545         | 76.0   | 1140  | 5.2020          |
| 0.545         | 77.0   | 1155  | 4.7688          |
| 0.545         | 78.0   | 1170  | 4.9599          |
| 0.545         | 79.0   | 1185  | 4.9073          |
| 0.545         | 80.0   | 1200  | 4.7357          |
| 0.545         | 81.0   | 1215  | 4.8469          |
| 0.545         | 82.0   | 1230  | 4.7376          |
| 0.545         | 83.0   | 1245  | 5.2470          |
| 0.545         | 84.0   | 1260  | 4.8735          |
| 0.545         | 85.0   | 1275  | 5.2453          |
| 0.545         | 86.0   | 1290  | 4.9205          |
| 0.545         | 87.0   | 1305  | 5.1069          |
| 0.545         | 88.0   | 1320  | 5.1398          |
| 0.545         | 89.0   | 1335  | 5.3820          |
| 0.545         | 90.0   | 1350  | 4.7635          |
| 0.545         | 91.0   | 1365  | 5.0217          |
| 0.545         | 92.0   | 1380  | 5.2565          |
| 0.545         | 93.0   | 1395  | 4.7166          |
| 0.545         | 94.0   | 1410  | 4.9733          |
| 0.545         | 95.0   | 1425  | 5.0055          |
| 0.545         | 96.0   | 1440  | 4.7976          |
| 0.545         | 97.0   | 1455  | 5.0151          |
| 0.545         | 98.0   | 1470  | 5.2870          |
| 0.545         | 99.0   | 1485  | 4.5921          |
| 0.5267        | 100.0  | 1500  | 5.0646          |
| 0.5267        | 101.0  | 1515  | 4.8235          |
| 0.5267        | 102.0  | 1530  | 5.2986          |
| 0.5267        | 103.0  | 1545  | 5.4820          |
| 0.5267        | 104.0  | 1560  | 4.8970          |
| 0.5267        | 105.0  | 1575  | 4.7869          |
| 0.5267        | 106.0  | 1590  | 4.8999          |
| 0.5267        | 107.0  | 1605  | 5.1031          |
| 0.5267        | 108.0  | 1620  | 5.2480          |
| 0.5267        | 109.0  | 1635  | 4.9032          |
| 0.5267        | 110.0  | 1650  | 4.8363          |
| 0.5267        | 111.0  | 1665  | 4.5870          |
| 0.5267        | 112.0  | 1680  | 5.1484          |
| 0.5267        | 113.0  | 1695  | 5.1142          |
| 0.5267        | 114.0  | 1710  | 4.9887          |
| 0.5267        | 115.0  | 1725  | 4.8359          |
| 0.5267        | 116.0  | 1740  | 5.3862          |
| 0.5267        | 117.0  | 1755  | 5.2256          |
| 0.5267        | 118.0  | 1770  | 5.2384          |
| 0.5267        | 119.0  | 1785  | 5.4806          |
| 0.5267        | 120.0  | 1800  | 5.4251          |
| 0.5267        | 121.0  | 1815  | 5.0972          |
| 0.5267        | 122.0  | 1830  | 5.3176          |
| 0.5267        | 123.0  | 1845  | 5.5421          |
| 0.5267        | 124.0  | 1860  | 5.3288          |
| 0.5267        | 125.0  | 1875  | 5.1236          |
| 0.5267        | 126.0  | 1890  | 4.8576          |
| 0.5267        | 127.0  | 1905  | 5.2399          |
| 0.5267        | 128.0  | 1920  | 5.1789          |
| 0.5267        | 129.0  | 1935  | 5.2044          |
| 0.5267        | 130.0  | 1950  | 5.0341          |
| 0.5267        | 131.0  | 1965  | 5.0332          |
| 0.5267        | 132.0  | 1980  | 5.3033          |
| 0.5267        | 133.0  | 1995  | 4.9757          |
| 0.5255        | 134.0  | 2010  | 4.9756          |
| 0.5255        | 135.0  | 2025  | 5.9108          |
| 0.5255        | 136.0  | 2040  | 5.1210          |
| 0.5255        | 137.0  | 2055  | 5.1198          |
| 0.5255        | 138.0  | 2070  | 4.7941          |
| 0.5255        | 139.0  | 2085  | 5.1223          |
| 0.5255        | 140.0  | 2100  | 5.5357          |
| 0.5255        | 141.0  | 2115  | 5.7372          |
| 0.5255        | 142.0  | 2130  | 5.1258          |
| 0.5255        | 143.0  | 2145  | 4.8953          |
| 0.5255        | 144.0  | 2160  | 5.3617          |
| 0.5255        | 145.0  | 2175  | 4.7360          |
| 0.5255        | 146.0  | 2190  | 5.2179          |
| 0.5255        | 147.0  | 2205  | 5.1701          |
| 0.5255        | 148.0  | 2220  | 5.1744          |
| 0.5255        | 149.0  | 2235  | 5.6116          |
| 0.5255        | 150.0  | 2250  | 4.9830          |
| 0.5255        | 151.0  | 2265  | 5.1670          |
| 0.5255        | 152.0  | 2280  | 5.3134          |
| 0.5255        | 153.0  | 2295  | 5.3584          |
| 0.5255        | 154.0  | 2310  | 5.1973          |
| 0.5255        | 155.0  | 2325  | 5.1849          |
| 0.5255        | 156.0  | 2340  | 5.0317          |
| 0.5255        | 157.0  | 2355  | 5.2188          |
| 0.5255        | 158.0  | 2370  | 5.4852          |
| 0.5255        | 159.0  | 2385  | 5.2943          |
| 0.5255        | 160.0  | 2400  | 5.0760          |
| 0.5255        | 161.0  | 2415  | 5.7740          |
| 0.5255        | 162.0  | 2430  | 4.7469          |
| 0.5255        | 163.0  | 2445  | 5.2974          |
| 0.5255        | 164.0  | 2460  | 5.5422          |
| 0.5255        | 165.0  | 2475  | 5.1533          |
| 0.5255        | 166.0  | 2490  | 5.5896          |
| 0.5186        | 167.0  | 2505  | 5.1866          |
| 0.5186        | 168.0  | 2520  | 5.3227          |
| 0.5186        | 169.0  | 2535  | 4.9270          |
| 0.5186        | 170.0  | 2550  | 4.8544          |
| 0.5186        | 171.0  | 2565  | 5.1769          |
| 0.5186        | 172.0  | 2580  | 5.4327          |
| 0.5186        | 173.0  | 2595  | 4.8254          |
| 0.5186        | 174.0  | 2610  | 4.5861          |
| 0.5186        | 175.0  | 2625  | 5.5166          |
| 0.5186        | 176.0  | 2640  | 5.3005          |
| 0.5186        | 177.0  | 2655  | 4.9372          |
| 0.5186        | 178.0  | 2670  | 4.7945          |
| 0.5186        | 179.0  | 2685  | 5.0823          |
| 0.5186        | 180.0  | 2700  | 5.4074          |
| 0.5186        | 181.0  | 2715  | 4.9503          |
| 0.5186        | 182.0  | 2730  | 4.8464          |
| 0.5186        | 183.0  | 2745  | 5.3896          |
| 0.5186        | 184.0  | 2760  | 5.3146          |
| 0.5186        | 185.0  | 2775  | 5.3931          |
| 0.5186        | 186.0  | 2790  | 5.3056          |
| 0.5186        | 187.0  | 2805  | 5.0436          |
| 0.5186        | 188.0  | 2820  | 4.8892          |
| 0.5186        | 189.0  | 2835  | 5.0765          |
| 0.5186        | 190.0  | 2850  | 5.3206          |
| 0.5186        | 191.0  | 2865  | 5.5881          |
| 0.5186        | 192.0  | 2880  | 5.3580          |
| 0.5186        | 193.0  | 2895  | 5.1613          |
| 0.5186        | 194.0  | 2910  | 5.0169          |
| 0.5186        | 195.0  | 2925  | 4.9202          |
| 0.5186        | 196.0  | 2940  | 4.6891          |
| 0.5186        | 197.0  | 2955  | 5.3409          |
| 0.5186        | 198.0  | 2970  | 5.1608          |
| 0.5186        | 199.0  | 2985  | 5.2628          |
| 0.5085        | 200.0  | 3000  | 5.3308          |
| 0.5085        | 201.0  | 3015  | 4.8390          |
| 0.5085        | 202.0  | 3030  | 4.7931          |
| 0.5085        | 203.0  | 3045  | 5.0549          |
| 0.5085        | 204.0  | 3060  | 5.2469          |
| 0.5085        | 205.0  | 3075  | 4.6243          |
| 0.5085        | 206.0  | 3090  | 5.4795          |
| 0.5085        | 207.0  | 3105  | 5.8197          |
| 0.5085        | 208.0  | 3120  | 5.6903          |
| 0.5085        | 209.0  | 3135  | 5.1707          |
| 0.5085        | 210.0  | 3150  | 5.7986          |
| 0.5085        | 211.0  | 3165  | 5.9958          |
| 0.5085        | 212.0  | 3180  | 5.1017          |
| 0.5085        | 213.0  | 3195  | 4.9035          |
| 0.5085        | 214.0  | 3210  | 4.9997          |
| 0.5085        | 215.0  | 3225  | 5.3660          |
| 0.5085        | 216.0  | 3240  | 6.0097          |
| 0.5085        | 217.0  | 3255  | 5.3763          |
| 0.5085        | 218.0  | 3270  | 5.1007          |
| 0.5085        | 219.0  | 3285  | 5.3806          |
| 0.5085        | 220.0  | 3300  | 5.3610          |
| 0.5085        | 221.0  | 3315  | 4.9994          |
| 0.5085        | 222.0  | 3330  | 5.1716          |
| 0.5085        | 223.0  | 3345  | 5.2661          |
| 0.5085        | 224.0  | 3360  | 5.0085          |
| 0.5085        | 225.0  | 3375  | 4.9746          |
| 0.5085        | 226.0  | 3390  | 5.3201          |
| 0.5085        | 227.0  | 3405  | 4.8567          |
| 0.5085        | 228.0  | 3420  | 4.8498          |
| 0.5085        | 229.0  | 3435  | 5.5014          |
| 0.5085        | 230.0  | 3450  | 5.6112          |
| 0.5085        | 231.0  | 3465  | 4.8397          |
| 0.5085        | 232.0  | 3480  | 4.9611          |
| 0.5085        | 233.0  | 3495  | 5.0043          |
| 0.5054        | 234.0  | 3510  | 4.7918          |
| 0.5054        | 235.0  | 3525  | 4.8298          |
| 0.5054        | 236.0  | 3540  | 4.9825          |
| 0.5054        | 237.0  | 3555  | 4.8376          |
| 0.5054        | 238.0  | 3570  | 4.8691          |
| 0.5054        | 239.0  | 3585  | 4.8771          |
| 0.5054        | 240.0  | 3600  | 5.1065          |
| 0.5054        | 241.0  | 3615  | 5.0694          |
| 0.5054        | 242.0  | 3630  | 4.8808          |
| 0.5054        | 243.0  | 3645  | 5.0120          |
| 0.5054        | 244.0  | 3660  | 4.9805          |
| 0.5054        | 245.0  | 3675  | 5.0633          |
| 0.5054        | 246.0  | 3690  | 4.7455          |
| 0.5054        | 247.0  | 3705  | 4.9925          |
| 0.5054        | 248.0  | 3720  | 4.8557          |
| 0.5054        | 249.0  | 3735  | 5.0092          |
| 0.5054        | 250.0  | 3750  | 4.8779          |
| 0.5054        | 251.0  | 3765  | 4.7464          |
| 0.5054        | 252.0  | 3780  | 5.1301          |
| 0.5054        | 253.0  | 3795  | 5.7037          |
| 0.5054        | 254.0  | 3810  | 5.5409          |
| 0.5054        | 255.0  | 3825  | 5.0423          |
| 0.5054        | 256.0  | 3840  | 4.8000          |
| 0.5054        | 257.0  | 3855  | 4.7885          |
| 0.5054        | 258.0  | 3870  | 5.4398          |
| 0.5054        | 259.0  | 3885  | 5.7013          |
| 0.5054        | 260.0  | 3900  | 5.4537          |
| 0.5054        | 261.0  | 3915  | 5.0434          |
| 0.5054        | 262.0  | 3930  | 4.7824          |
| 0.5054        | 263.0  | 3945  | 5.4242          |
| 0.5054        | 264.0  | 3960  | 5.6762          |
| 0.5054        | 265.0  | 3975  | 5.3791          |
| 0.5054        | 266.0  | 3990  | 5.2896          |
| 0.4997        | 267.0  | 4005  | 5.2966          |
| 0.4997        | 268.0  | 4020  | 4.9239          |
| 0.4997        | 269.0  | 4035  | 5.4293          |
| 0.4997        | 270.0  | 4050  | 5.2644          |
| 0.4997        | 271.0  | 4065  | 5.3648          |
| 0.4997        | 272.0  | 4080  | 5.0977          |
| 0.4997        | 273.0  | 4095  | 5.3462          |
| 0.4997        | 274.0  | 4110  | 5.2690          |
| 0.4997        | 275.0  | 4125  | 4.8537          |
| 0.4997        | 276.0  | 4140  | 4.6817          |
| 0.4997        | 277.0  | 4155  | 4.6932          |
| 0.4997        | 278.0  | 4170  | 4.7846          |
| 0.4997        | 279.0  | 4185  | 4.8426          |
| 0.4997        | 280.0  | 4200  | 5.0638          |
| 0.4997        | 281.0  | 4215  | 5.2071          |
| 0.4997        | 282.0  | 4230  | 5.2970          |
| 0.4997        | 283.0  | 4245  | 5.2301          |
| 0.4997        | 284.0  | 4260  | 5.1739          |
| 0.4997        | 285.0  | 4275  | 5.0952          |
| 0.4997        | 286.0  | 4290  | 5.2084          |
| 0.4997        | 287.0  | 4305  | 5.0338          |
| 0.4997        | 288.0  | 4320  | 5.1577          |
| 0.4997        | 289.0  | 4335  | 5.3190          |
| 0.4997        | 290.0  | 4350  | 5.0964          |
| 0.4997        | 291.0  | 4365  | 4.9452          |
| 0.4997        | 292.0  | 4380  | 5.0445          |
| 0.4997        | 293.0  | 4395  | 5.1708          |
| 0.4997        | 294.0  | 4410  | 5.2879          |
| 0.4997        | 295.0  | 4425  | 5.2042          |
| 0.4997        | 296.0  | 4440  | 5.2364          |
| 0.4997        | 297.0  | 4455  | 5.1176          |
| 0.4997        | 298.0  | 4470  | 5.1695          |
| 0.4997        | 299.0  | 4485  | 5.2149          |
| 0.4995        | 300.0  | 4500  | 5.4318          |
| 0.4995        | 301.0  | 4515  | 5.2682          |
| 0.4995        | 302.0  | 4530  | 5.1241          |
| 0.4995        | 303.0  | 4545  | 5.1414          |
| 0.4995        | 304.0  | 4560  | 5.2230          |
| 0.4995        | 305.0  | 4575  | 5.2342          |
| 0.4995        | 306.0  | 4590  | 5.3834          |
| 0.4995        | 307.0  | 4605  | 5.2761          |
| 0.4995        | 308.0  | 4620  | 5.0929          |
| 0.4995        | 309.0  | 4635  | 4.9035          |
| 0.4995        | 310.0  | 4650  | 4.9718          |
| 0.4995        | 311.0  | 4665  | 5.1214          |
| 0.4995        | 312.0  | 4680  | 5.1096          |
| 0.4995        | 313.0  | 4695  | 5.0932          |
| 0.4995        | 314.0  | 4710  | 5.3398          |
| 0.4995        | 315.0  | 4725  | 5.4340          |
| 0.4995        | 316.0  | 4740  | 5.2844          |
| 0.4995        | 317.0  | 4755  | 4.9831          |
| 0.4995        | 318.0  | 4770  | 5.1183          |
| 0.4995        | 319.0  | 4785  | 5.2450          |
| 0.4995        | 320.0  | 4800  | 5.1224          |
| 0.4995        | 321.0  | 4815  | 5.1252          |
| 0.4995        | 322.0  | 4830  | 5.2497          |
| 0.4995        | 323.0  | 4845  | 5.1165          |
| 0.4995        | 324.0  | 4860  | 5.2975          |
| 0.4995        | 325.0  | 4875  | 5.3273          |
| 0.4995        | 326.0  | 4890  | 5.1436          |
| 0.4995        | 327.0  | 4905  | 5.1417          |
| 0.4995        | 328.0  | 4920  | 5.2388          |
| 0.4995        | 329.0  | 4935  | 5.2375          |
| 0.4995        | 330.0  | 4950  | 5.1233          |
| 0.4995        | 331.0  | 4965  | 5.0836          |
| 0.4995        | 332.0  | 4980  | 5.0346          |
| 0.4995        | 333.0  | 4995  | 5.0839          |
| 0.4972        | 334.0  | 5010  | 5.1896          |
| 0.4972        | 335.0  | 5025  | 5.1835          |
| 0.4972        | 336.0  | 5040  | 5.1205          |
| 0.4972        | 337.0  | 5055  | 5.0559          |
| 0.4972        | 338.0  | 5070  | 5.1710          |
| 0.4972        | 339.0  | 5085  | 5.4036          |
| 0.4972        | 340.0  | 5100  | 5.5524          |
| 0.4972        | 341.0  | 5115  | 5.4580          |
| 0.4972        | 342.0  | 5130  | 5.4039          |
| 0.4972        | 343.0  | 5145  | 5.4564          |
| 0.4972        | 344.0  | 5160  | 5.3702          |
| 0.4972        | 345.0  | 5175  | 5.3680          |
| 0.4972        | 346.0  | 5190  | 5.0966          |
| 0.4972        | 347.0  | 5205  | 4.9537          |
| 0.4972        | 348.0  | 5220  | 4.9034          |
| 0.4972        | 349.0  | 5235  | 5.1290          |
| 0.4972        | 350.0  | 5250  | 5.3774          |
| 0.4972        | 351.0  | 5265  | 5.2119          |
| 0.4972        | 352.0  | 5280  | 5.1095          |
| 0.4972        | 353.0  | 5295  | 5.0610          |
| 0.4972        | 354.0  | 5310  | 5.0331          |
| 0.4972        | 355.0  | 5325  | 5.2939          |
| 0.4972        | 356.0  | 5340  | 5.3007          |
| 0.4972        | 357.0  | 5355  | 5.0598          |
| 0.4972        | 358.0  | 5370  | 5.3544          |
| 0.4972        | 359.0  | 5385  | 5.6056          |
| 0.4972        | 360.0  | 5400  | 5.1976          |
| 0.4972        | 361.0  | 5415  | 5.0862          |
| 0.4972        | 362.0  | 5430  | 5.1594          |
| 0.4972        | 363.0  | 5445  | 5.2028          |
| 0.4972        | 364.0  | 5460  | 5.3234          |
| 0.4972        | 365.0  | 5475  | 5.3384          |
| 0.4972        | 366.0  | 5490  | 5.2076          |
| 0.4978        | 367.0  | 5505  | 4.8249          |
| 0.4978        | 368.0  | 5520  | 4.7105          |
| 0.4978        | 369.0  | 5535  | 4.9459          |
| 0.4978        | 370.0  | 5550  | 5.1239          |
| 0.4978        | 371.0  | 5565  | 4.8861          |
| 0.4978        | 372.0  | 5580  | 5.3975          |
| 0.4978        | 373.0  | 5595  | 5.2617          |
| 0.4978        | 374.0  | 5610  | 5.2747          |
| 0.4978        | 375.0  | 5625  | 5.1127          |
| 0.4978        | 376.0  | 5640  | 5.1453          |
| 0.4978        | 377.0  | 5655  | 5.2388          |
| 0.4978        | 378.0  | 5670  | 5.1525          |
| 0.4978        | 379.0  | 5685  | 4.9960          |
| 0.4978        | 380.0  | 5700  | 5.3183          |
| 0.4978        | 381.0  | 5715  | 5.2230          |
| 0.4978        | 382.0  | 5730  | 5.1642          |
| 0.4978        | 383.0  | 5745  | 5.5691          |
| 0.4978        | 384.0  | 5760  | 5.3970          |
| 0.4978        | 385.0  | 5775  | 5.0426          |
| 0.4978        | 386.0  | 5790  | 5.2227          |
| 0.4978        | 387.0  | 5805  | 5.3170          |
| 0.4978        | 388.0  | 5820  | 5.3461          |
| 0.4978        | 389.0  | 5835  | 4.6755          |
| 0.4978        | 390.0  | 5850  | 4.6388          |
| 0.4978        | 391.0  | 5865  | 5.0258          |
| 0.4978        | 392.0  | 5880  | 5.2619          |
| 0.4978        | 393.0  | 5895  | 5.0009          |
| 0.4978        | 394.0  | 5910  | 4.8449          |
| 0.4978        | 395.0  | 5925  | 5.2422          |
| 0.4978        | 396.0  | 5940  | 5.2006          |
| 0.4978        | 397.0  | 5955  | 5.0539          |
| 0.4978        | 398.0  | 5970  | 5.2006          |
| 0.4978        | 399.0  | 5985  | 5.6585          |
| 0.4994        | 400.0  | 6000  | 5.1971          |
| 0.4994        | 401.0  | 6015  | 5.0745          |
| 0.4994        | 402.0  | 6030  | 5.0704          |
| 0.4994        | 403.0  | 6045  | 4.9562          |
| 0.4994        | 404.0  | 6060  | 4.9561          |
| 0.4994        | 405.0  | 6075  | 5.0316          |
| 0.4994        | 406.0  | 6090  | 4.9882          |
| 0.4994        | 407.0  | 6105  | 4.8941          |
| 0.4994        | 408.0  | 6120  | 4.7548          |
| 0.4994        | 409.0  | 6135  | 4.6013          |
| 0.4994        | 410.0  | 6150  | 4.6536          |
| 0.4994        | 411.0  | 6165  | 4.6243          |
| 0.4994        | 412.0  | 6180  | 5.0407          |
| 0.4994        | 413.0  | 6195  | 4.9459          |
| 0.4994        | 414.0  | 6210  | 5.0777          |
| 0.4994        | 415.0  | 6225  | 5.0159          |
| 0.4994        | 416.0  | 6240  | 5.3117          |
| 0.4994        | 417.0  | 6255  | 5.3360          |
| 0.4994        | 418.0  | 6270  | 5.0526          |
| 0.4994        | 419.0  | 6285  | 4.9438          |
| 0.4994        | 420.0  | 6300  | 4.7978          |
| 0.4994        | 421.0  | 6315  | 4.8472          |
| 0.4994        | 422.0  | 6330  | 4.9426          |
| 0.4994        | 423.0  | 6345  | 5.3218          |
| 0.4994        | 424.0  | 6360  | 5.7490          |
| 0.4994        | 425.0  | 6375  | 5.8859          |
| 0.4994        | 426.0  | 6390  | 6.0392          |
| 0.4994        | 427.0  | 6405  | 5.2821          |
| 0.4994        | 428.0  | 6420  | 5.0280          |
| 0.4994        | 429.0  | 6435  | 5.8315          |
| 0.4994        | 430.0  | 6450  | 5.1468          |
| 0.4994        | 431.0  | 6465  | 5.0407          |
| 0.4994        | 432.0  | 6480  | 5.2883          |
| 0.4994        | 433.0  | 6495  | 5.2976          |
| 0.4967        | 434.0  | 6510  | 5.4974          |
| 0.4967        | 435.0  | 6525  | 5.4830          |
| 0.4967        | 436.0  | 6540  | 5.1616          |
| 0.4967        | 437.0  | 6555  | 4.9301          |
| 0.4967        | 438.0  | 6570  | 5.0119          |
| 0.4967        | 439.0  | 6585  | 4.7559          |
| 0.4967        | 440.0  | 6600  | 5.0418          |
| 0.4967        | 441.0  | 6615  | 5.4243          |
| 0.4967        | 442.0  | 6630  | 5.5121          |
| 0.4967        | 443.0  | 6645  | 5.8842          |
| 0.4967        | 444.0  | 6660  | 5.6200          |
| 0.4967        | 445.0  | 6675  | 5.5586          |
| 0.4967        | 446.0  | 6690  | 5.1609          |
| 0.4967        | 447.0  | 6705  | 5.0849          |
| 0.4967        | 448.0  | 6720  | 5.0578          |
| 0.4967        | 449.0  | 6735  | 5.3793          |
| 0.4967        | 450.0  | 6750  | 5.4016          |
| 0.4967        | 451.0  | 6765  | 5.3670          |
| 0.4967        | 452.0  | 6780  | 5.3160          |
| 0.4967        | 453.0  | 6795  | 4.9808          |
| 0.4967        | 454.0  | 6810  | 4.8458          |
| 0.4967        | 455.0  | 6825  | 4.9124          |
| 0.4967        | 456.0  | 6840  | 5.4840          |
| 0.4967        | 457.0  | 6855  | 5.3637          |
| 0.4967        | 458.0  | 6870  | 5.1374          |
| 0.4967        | 459.0  | 6885  | 4.9231          |
| 0.4967        | 460.0  | 6900  | 4.8278          |
| 0.4967        | 461.0  | 6915  | 4.8555          |
| 0.4967        | 462.0  | 6930  | 4.7185          |
| 0.4967        | 463.0  | 6945  | 4.6139          |
| 0.4967        | 464.0  | 6960  | 4.8549          |
| 0.4967        | 465.0  | 6975  | 4.8315          |
| 0.4967        | 466.0  | 6990  | 5.0875          |
| 0.4979        | 467.0  | 7005  | 5.1814          |
| 0.4979        | 468.0  | 7020  | 5.1868          |
| 0.4979        | 469.0  | 7035  | 5.2756          |
| 0.4979        | 470.0  | 7050  | 5.0150          |
| 0.4979        | 471.0  | 7065  | 5.1885          |
| 0.4979        | 472.0  | 7080  | 4.9443          |
| 0.4979        | 473.0  | 7095  | 4.8291          |
| 0.4979        | 474.0  | 7110  | 5.6419          |
| 0.4979        | 475.0  | 7125  | 5.5896          |
| 0.4979        | 476.0  | 7140  | 5.4452          |
| 0.4979        | 477.0  | 7155  | 5.4085          |
| 0.4979        | 478.0  | 7170  | 5.6028          |
| 0.4979        | 479.0  | 7185  | 5.4702          |
| 0.4979        | 480.0  | 7200  | 4.8441          |
| 0.4979        | 481.0  | 7215  | 4.7450          |
| 0.4979        | 482.0  | 7230  | 5.3313          |
| 0.4979        | 483.0  | 7245  | 5.6255          |
| 0.4979        | 484.0  | 7260  | 5.5654          |
| 0.4979        | 485.0  | 7275  | 5.4628          |
| 0.4979        | 486.0  | 7290  | 5.2668          |
| 0.4979        | 487.0  | 7305  | 5.0661          |
| 0.4979        | 488.0  | 7320  | 5.2033          |
| 0.4979        | 489.0  | 7335  | 5.1265          |
| 0.4979        | 490.0  | 7350  | 5.0074          |
| 0.4979        | 491.0  | 7365  | 5.3748          |
| 0.4979        | 492.0  | 7380  | 5.3601          |
| 0.4979        | 493.0  | 7395  | 4.9280          |
| 0.4979        | 494.0  | 7410  | 5.3482          |
| 0.4979        | 495.0  | 7425  | 5.4246          |
| 0.4979        | 496.0  | 7440  | 5.6951          |
| 0.4979        | 497.0  | 7455  | 5.9616          |
| 0.4979        | 498.0  | 7470  | 5.8197          |
| 0.4979        | 499.0  | 7485  | 5.8076          |
| 0.5036        | 500.0  | 7500  | 5.6139          |
| 0.5036        | 501.0  | 7515  | 5.4366          |
| 0.5036        | 502.0  | 7530  | 5.8286          |
| 0.5036        | 503.0  | 7545  | 6.3671          |
| 0.5036        | 504.0  | 7560  | 6.0841          |
| 0.5036        | 505.0  | 7575  | 6.7090          |
| 0.5036        | 506.0  | 7590  | 6.5447          |
| 0.5036        | 507.0  | 7605  | 6.0607          |
| 0.5036        | 508.0  | 7620  | 5.7126          |
| 0.5036        | 509.0  | 7635  | 5.5196          |
| 0.5036        | 510.0  | 7650  | 5.4649          |
| 0.5036        | 511.0  | 7665  | 6.3131          |
| 0.5036        | 512.0  | 7680  | 5.9804          |
| 0.5036        | 513.0  | 7695  | 5.6430          |
| 0.5036        | 514.0  | 7710  | 5.0386          |
| 0.5036        | 515.0  | 7725  | 5.2494          |
| 0.5036        | 516.0  | 7740  | 5.9913          |
| 0.5036        | 517.0  | 7755  | 5.8256          |
| 0.5036        | 518.0  | 7770  | 5.6192          |
| 0.5036        | 519.0  | 7785  | 5.4887          |
| 0.5036        | 520.0  | 7800  | 5.2806          |
| 0.5036        | 521.0  | 7815  | 5.1998          |
| 0.5036        | 522.0  | 7830  | 5.0980          |
| 0.5036        | 523.0  | 7845  | 5.0953          |
| 0.5036        | 524.0  | 7860  | 5.5941          |
| 0.5036        | 525.0  | 7875  | 5.6090          |
| 0.5036        | 526.0  | 7890  | 5.3668          |
| 0.5036        | 527.0  | 7905  | 5.2642          |
| 0.5036        | 528.0  | 7920  | 5.1298          |
| 0.5036        | 529.0  | 7935  | 5.1722          |
| 0.5036        | 530.0  | 7950  | 4.9639          |
| 0.5036        | 531.0  | 7965  | 5.1111          |
| 0.5036        | 532.0  | 7980  | 4.9698          |
| 0.5036        | 533.0  | 7995  | 4.8605          |
| 0.6604        | 534.0  | 8010  | 4.8506          |
| 0.6604        | 535.0  | 8025  | 5.2930          |
| 0.6604        | 536.0  | 8040  | 5.4214          |
| 0.6604        | 537.0  | 8055  | 5.3794          |
| 0.6604        | 538.0  | 8070  | 5.2698          |
| 0.6604        | 539.0  | 8085  | 5.1952          |
| 0.6604        | 540.0  | 8100  | 5.2180          |
| 0.6604        | 541.0  | 8115  | 5.1062          |
| 0.6604        | 542.0  | 8130  | 5.0707          |
| 0.6604        | 543.0  | 8145  | 5.2226          |
| 0.6604        | 544.0  | 8160  | 5.2322          |
| 0.6604        | 545.0  | 8175  | 5.3413          |
| 0.6604        | 546.0  | 8190  | 5.2508          |
| 0.6604        | 547.0  | 8205  | 5.2101          |
| 0.6604        | 548.0  | 8220  | 5.0310          |
| 0.6604        | 549.0  | 8235  | 5.0391          |
| 0.6604        | 550.0  | 8250  | 5.2027          |
| 0.6604        | 551.0  | 8265  | 5.3648          |
| 0.6604        | 552.0  | 8280  | 5.4234          |
| 0.6604        | 553.0  | 8295  | 5.2153          |
| 0.6604        | 554.0  | 8310  | 5.0629          |
| 0.6604        | 555.0  | 8325  | 5.4140          |
| 0.6604        | 556.0  | 8340  | 5.7981          |
| 0.6604        | 557.0  | 8355  | 5.6710          |
| 0.6604        | 558.0  | 8370  | 5.3510          |
| 0.6604        | 559.0  | 8385  | 5.1841          |
| 0.6604        | 560.0  | 8400  | 5.1765          |
| 0.6604        | 561.0  | 8415  | 5.4604          |
| 0.6604        | 562.0  | 8430  | 5.4306          |
| 0.6604        | 563.0  | 8445  | 5.3153          |
| 0.6604        | 564.0  | 8460  | 5.1759          |
| 0.6604        | 565.0  | 8475  | 5.0931          |
| 0.6604        | 566.0  | 8490  | 5.0486          |
| 0.5019        | 567.0  | 8505  | 5.2054          |
| 0.5019        | 568.0  | 8520  | 5.2759          |
| 0.5019        | 569.0  | 8535  | 5.1119          |
| 0.5019        | 570.0  | 8550  | 4.9955          |
| 0.5019        | 571.0  | 8565  | 5.2179          |
| 0.5019        | 572.0  | 8580  | 5.6476          |
| 0.5019        | 573.0  | 8595  | 5.7092          |
| 0.5019        | 574.0  | 8610  | 5.5214          |
| 0.5019        | 575.0  | 8625  | 5.1430          |
| 0.5019        | 576.0  | 8640  | 5.0696          |
| 0.5019        | 577.0  | 8655  | 5.0470          |
| 0.5019        | 578.0  | 8670  | 4.9673          |
| 0.5019        | 579.0  | 8685  | 4.9646          |
| 0.5019        | 580.0  | 8700  | 5.0028          |
| 0.5019        | 581.0  | 8715  | 5.0364          |
| 0.5019        | 582.0  | 8730  | 5.2752          |
| 0.5019        | 583.0  | 8745  | 5.1951          |
| 0.5019        | 584.0  | 8760  | 5.0229          |
| 0.5019        | 585.0  | 8775  | 4.8097          |
| 0.5019        | 586.0  | 8790  | 4.7416          |
| 0.5019        | 587.0  | 8805  | 4.6862          |
| 0.5019        | 588.0  | 8820  | 4.9634          |
| 0.5019        | 589.0  | 8835  | 5.0239          |
| 0.5019        | 590.0  | 8850  | 4.9224          |
| 0.5019        | 591.0  | 8865  | 4.7897          |
| 0.5019        | 592.0  | 8880  | 4.8904          |
| 0.5019        | 593.0  | 8895  | 5.4806          |
| 0.5019        | 594.0  | 8910  | 5.3416          |
| 0.5019        | 595.0  | 8925  | 5.0692          |
| 0.5019        | 596.0  | 8940  | 4.6734          |
| 0.5019        | 597.0  | 8955  | 4.6490          |
| 0.5019        | 598.0  | 8970  | 5.2131          |
| 0.5019        | 599.0  | 8985  | 5.4504          |
| 0.4992        | 600.0  | 9000  | 5.4041          |
| 0.4992        | 601.0  | 9015  | 5.2318          |
| 0.4992        | 602.0  | 9030  | 5.5589          |
| 0.4992        | 603.0  | 9045  | 5.7415          |
| 0.4992        | 604.0  | 9060  | 5.6261          |
| 0.4992        | 605.0  | 9075  | 5.5252          |
| 0.4992        | 606.0  | 9090  | 5.4276          |
| 0.4992        | 607.0  | 9105  | 5.6103          |
| 0.4992        | 608.0  | 9120  | 5.8023          |
| 0.4992        | 609.0  | 9135  | 6.0722          |
| 0.4992        | 610.0  | 9150  | 6.2382          |
| 0.4992        | 611.0  | 9165  | 5.7711          |
| 0.4992        | 612.0  | 9180  | 5.5079          |
| 0.4992        | 613.0  | 9195  | 5.2799          |
| 0.4992        | 614.0  | 9210  | 5.4323          |
| 0.4992        | 615.0  | 9225  | 5.4008          |
| 0.4992        | 616.0  | 9240  | 5.5805          |
| 0.4992        | 617.0  | 9255  | 5.7280          |
| 0.4992        | 618.0  | 9270  | 5.7993          |
| 0.4992        | 619.0  | 9285  | 5.9613          |
| 0.4992        | 620.0  | 9300  | 6.0883          |
| 0.4992        | 621.0  | 9315  | 5.9990          |
| 0.4992        | 622.0  | 9330  | 6.0797          |
| 0.4992        | 623.0  | 9345  | 5.9562          |
| 0.4992        | 624.0  | 9360  | 5.9381          |
| 0.4992        | 625.0  | 9375  | 5.8045          |
| 0.4992        | 626.0  | 9390  | 5.5704          |
| 0.4992        | 627.0  | 9405  | 5.5531          |
| 0.4992        | 628.0  | 9420  | 5.8456          |
| 0.4992        | 629.0  | 9435  | 5.6827          |
| 0.4992        | 630.0  | 9450  | 5.3870          |
| 0.4992        | 631.0  | 9465  | 5.3042          |
| 0.4992        | 632.0  | 9480  | 5.2942          |
| 0.4992        | 633.0  | 9495  | 5.5454          |
| 0.4998        | 634.0  | 9510  | 6.1116          |
| 0.4998        | 635.0  | 9525  | 6.0389          |
| 0.4998        | 636.0  | 9540  | 5.8903          |
| 0.4998        | 637.0  | 9555  | 5.8638          |
| 0.4998        | 638.0  | 9570  | 5.8782          |
| 0.4998        | 639.0  | 9585  | 5.8438          |
| 0.4998        | 640.0  | 9600  | 5.7996          |
| 0.4998        | 641.0  | 9615  | 5.7731          |
| 0.4998        | 642.0  | 9630  | 5.7824          |
| 0.4998        | 643.0  | 9645  | 5.7007          |
| 0.4998        | 644.0  | 9660  | 5.5691          |
| 0.4998        | 645.0  | 9675  | 5.7624          |
| 0.4998        | 646.0  | 9690  | 5.7716          |
| 0.4998        | 647.0  | 9705  | 5.9719          |
| 0.4998        | 648.0  | 9720  | 6.1224          |
| 0.4998        | 649.0  | 9735  | 5.9156          |
| 0.4998        | 650.0  | 9750  | 6.1239          |
| 0.4998        | 651.0  | 9765  | 6.3004          |
| 0.4998        | 652.0  | 9780  | 6.1068          |
| 0.4998        | 653.0  | 9795  | 5.9071          |
| 0.4998        | 654.0  | 9810  | 5.8484          |
| 0.4998        | 655.0  | 9825  | 5.9861          |
| 0.4998        | 656.0  | 9840  | 6.1605          |
| 0.4998        | 657.0  | 9855  | 6.1197          |
| 0.4998        | 658.0  | 9870  | 6.1292          |
| 0.4998        | 659.0  | 9885  | 6.0706          |
| 0.4998        | 660.0  | 9900  | 6.1479          |
| 0.4998        | 661.0  | 9915  | 6.1218          |
| 0.4998        | 662.0  | 9930  | 6.0123          |
| 0.4998        | 663.0  | 9945  | 6.0480          |
| 0.4998        | 664.0  | 9960  | 5.8941          |
| 0.4998        | 665.0  | 9975  | 6.0031          |
| 0.4998        | 666.0  | 9990  | 6.2546          |
| 0.5923        | 667.0  | 10005 | 6.2910          |
| 0.5923        | 668.0  | 10020 | 6.2188          |
| 0.5923        | 669.0  | 10035 | 6.3355          |
| 0.5923        | 670.0  | 10050 | 6.6119          |
| 0.5923        | 671.0  | 10065 | 6.6850          |
| 0.5923        | 672.0  | 10080 | 6.5963          |
| 0.5923        | 673.0  | 10095 | 6.3469          |
| 0.5923        | 674.0  | 10110 | 6.2322          |
| 0.5923        | 675.0  | 10125 | 6.1839          |
| 0.5923        | 676.0  | 10140 | 6.1775          |
| 0.5923        | 677.0  | 10155 | 6.1526          |
| 0.5923        | 678.0  | 10170 | 6.1314          |
| 0.5923        | 679.0  | 10185 | 6.1132          |
| 0.5923        | 680.0  | 10200 | 6.1601          |
| 0.5923        | 681.0  | 10215 | 6.1908          |
| 0.5923        | 682.0  | 10230 | 6.2584          |
| 0.5923        | 683.0  | 10245 | 6.1588          |
| 0.5923        | 684.0  | 10260 | 6.1573          |
| 0.5923        | 685.0  | 10275 | 6.2166          |
| 0.5923        | 686.0  | 10290 | 6.2976          |
| 0.5923        | 687.0  | 10305 | 6.3211          |
| 0.5923        | 688.0  | 10320 | 6.3063          |
| 0.5923        | 689.0  | 10335 | 6.2967          |
| 0.5923        | 690.0  | 10350 | 6.2627          |
| 0.5923        | 691.0  | 10365 | 6.1830          |
| 0.5923        | 692.0  | 10380 | 6.0804          |
| 0.5923        | 693.0  | 10395 | 6.1179          |
| 0.5923        | 694.0  | 10410 | 6.1451          |
| 0.5923        | 695.0  | 10425 | 6.1011          |
| 0.5923        | 696.0  | 10440 | 6.0645          |
| 0.5923        | 697.0  | 10455 | 6.1146          |
| 0.5923        | 698.0  | 10470 | 5.8808          |
| 0.5923        | 699.0  | 10485 | 5.7619          |
| 0.7064        | 700.0  | 10500 | 5.7311          |
| 0.7064        | 701.0  | 10515 | 5.7938          |
| 0.7064        | 702.0  | 10530 | 5.7786          |
| 0.7064        | 703.0  | 10545 | 5.7964          |
| 0.7064        | 704.0  | 10560 | 5.8001          |
| 0.7064        | 705.0  | 10575 | 5.7752          |
| 0.7064        | 706.0  | 10590 | 5.8255          |
| 0.7064        | 707.0  | 10605 | 5.8392          |
| 0.7064        | 708.0  | 10620 | 5.7647          |
| 0.7064        | 709.0  | 10635 | 5.7353          |
| 0.7064        | 710.0  | 10650 | 5.7048          |
| 0.7064        | 711.0  | 10665 | 5.5996          |
| 0.7064        | 712.0  | 10680 | 5.5878          |
| 0.7064        | 713.0  | 10695 | 5.7577          |
| 0.7064        | 714.0  | 10710 | 5.9443          |
| 0.7064        | 715.0  | 10725 | 5.8343          |
| 0.7064        | 716.0  | 10740 | 5.4318          |
| 0.7064        | 717.0  | 10755 | 4.9901          |
| 0.7064        | 718.0  | 10770 | 4.9130          |
| 0.7064        | 719.0  | 10785 | 4.9117          |
| 0.7064        | 720.0  | 10800 | 5.0154          |
| 0.7064        | 721.0  | 10815 | 5.0084          |
| 0.7064        | 722.0  | 10830 | 5.1422          |
| 0.7064        | 723.0  | 10845 | 5.0717          |
| 0.7064        | 724.0  | 10860 | 5.0809          |
| 0.7064        | 725.0  | 10875 | 5.0924          |
| 0.7064        | 726.0  | 10890 | 5.2967          |
| 0.7064        | 727.0  | 10905 | 5.3354          |
| 0.7064        | 728.0  | 10920 | 5.2065          |
| 0.7064        | 729.0  | 10935 | 5.1859          |
| 0.7064        | 730.0  | 10950 | 5.1830          |
| 0.7064        | 731.0  | 10965 | 5.1984          |
| 0.7064        | 732.0  | 10980 | 5.2489          |
| 0.7064        | 733.0  | 10995 | 5.2701          |
| 0.2707        | 734.0  | 11010 | 5.2638          |
| 0.2707        | 735.0  | 11025 | 5.2799          |
| 0.2707        | 736.0  | 11040 | 5.2741          |
| 0.2707        | 737.0  | 11055 | 5.2009          |
| 0.2707        | 738.0  | 11070 | 5.1593          |
| 0.2707        | 739.0  | 11085 | 5.1933          |
| 0.2707        | 740.0  | 11100 | 5.2736          |
| 0.2707        | 741.0  | 11115 | 5.2134          |
| 0.2707        | 742.0  | 11130 | 5.2091          |
| 0.2707        | 743.0  | 11145 | 5.3040          |
| 0.2707        | 744.0  | 11160 | 5.3023          |
| 0.2707        | 745.0  | 11175 | 5.2898          |
| 0.2707        | 746.0  | 11190 | 5.4072          |
| 0.2707        | 747.0  | 11205 | 5.4512          |
| 0.2707        | 748.0  | 11220 | 5.4757          |
| 0.2707        | 749.0  | 11235 | 5.4388          |
| 0.2707        | 750.0  | 11250 | 5.4080          |
| 0.2707        | 751.0  | 11265 | 5.4032          |
| 0.2707        | 752.0  | 11280 | 5.2918          |
| 0.2707        | 753.0  | 11295 | 5.3129          |
| 0.2707        | 754.0  | 11310 | 5.3780          |
| 0.2707        | 755.0  | 11325 | 5.4531          |
| 0.2707        | 756.0  | 11340 | 5.4332          |
| 0.2707        | 757.0  | 11355 | 5.4044          |
| 0.2707        | 758.0  | 11370 | 5.4136          |
| 0.2707        | 759.0  | 11385 | 5.5340          |
| 0.2707        | 760.0  | 11400 | 5.5790          |
| 0.2707        | 761.0  | 11415 | 5.5482          |
| 0.2707        | 762.0  | 11430 | 5.6264          |
| 0.2707        | 763.0  | 11445 | 5.8851          |
| 0.2707        | 764.0  | 11460 | 5.7330          |
| 0.2707        | 765.0  | 11475 | 5.6480          |
| 0.2707        | 766.0  | 11490 | 5.5674          |
| 0.0511        | 767.0  | 11505 | 5.5781          |
| 0.0511        | 768.0  | 11520 | 5.6570          |
| 0.0511        | 769.0  | 11535 | 5.6269          |
| 0.0511        | 770.0  | 11550 | 5.6278          |
| 0.0511        | 771.0  | 11565 | 5.6705          |
| 0.0511        | 772.0  | 11580 | 5.6618          |
| 0.0511        | 773.0  | 11595 | 5.6339          |
| 0.0511        | 774.0  | 11610 | 5.6363          |
| 0.0511        | 775.0  | 11625 | 5.6435          |
| 0.0511        | 776.0  | 11640 | 5.6389          |
| 0.0511        | 777.0  | 11655 | 5.6320          |
| 0.0511        | 778.0  | 11670 | 5.6372          |
| 0.0511        | 779.0  | 11685 | 5.6333          |
| 0.0511        | 780.0  | 11700 | 5.6368          |
| 0.0511        | 781.0  | 11715 | 5.6300          |
| 0.0511        | 782.0  | 11730 | 5.6041          |
| 0.0511        | 783.0  | 11745 | 5.5749          |
| 0.0511        | 784.0  | 11760 | 5.6449          |
| 0.0511        | 785.0  | 11775 | 5.6801          |
| 0.0511        | 786.0  | 11790 | 5.6934          |
| 0.0511        | 787.0  | 11805 | 5.6518          |
| 0.0511        | 788.0  | 11820 | 5.6963          |
| 0.0511        | 789.0  | 11835 | 5.7441          |
| 0.0511        | 790.0  | 11850 | 5.7334          |
| 0.0511        | 791.0  | 11865 | 5.6666          |
| 0.0511        | 792.0  | 11880 | 5.6623          |
| 0.0511        | 793.0  | 11895 | 5.7586          |
| 0.0511        | 794.0  | 11910 | 5.8472          |
| 0.0511        | 795.0  | 11925 | 5.7668          |
| 0.0511        | 796.0  | 11940 | 5.6418          |
| 0.0511        | 797.0  | 11955 | 5.5872          |
| 0.0511        | 798.0  | 11970 | 5.5856          |
| 0.0511        | 799.0  | 11985 | 5.5653          |
| 0.0515        | 800.0  | 12000 | 5.5254          |
| 0.0515        | 801.0  | 12015 | 5.5330          |
| 0.0515        | 802.0  | 12030 | 5.5400          |
| 0.0515        | 803.0  | 12045 | 5.5848          |
| 0.0515        | 804.0  | 12060 | 5.5558          |
| 0.0515        | 805.0  | 12075 | 5.5493          |
| 0.0515        | 806.0  | 12090 | 5.5860          |
| 0.0515        | 807.0  | 12105 | 5.6588          |
| 0.0515        | 808.0  | 12120 | 5.6884          |
| 0.0515        | 809.0  | 12135 | 5.7221          |
| 0.0515        | 810.0  | 12150 | 5.7433          |
| 0.0515        | 811.0  | 12165 | 5.7339          |
| 0.0515        | 812.0  | 12180 | 5.7431          |
| 0.0515        | 813.0  | 12195 | 5.7442          |
| 0.0515        | 814.0  | 12210 | 5.7083          |
| 0.0515        | 815.0  | 12225 | 5.6989          |
| 0.0515        | 816.0  | 12240 | 5.6819          |
| 0.0515        | 817.0  | 12255 | 5.6675          |
| 0.0515        | 818.0  | 12270 | 5.7094          |
| 0.0515        | 819.0  | 12285 | 5.7429          |
| 0.0515        | 820.0  | 12300 | 5.6944          |
| 0.0515        | 821.0  | 12315 | 5.6820          |
| 0.0515        | 822.0  | 12330 | 5.6845          |
| 0.0515        | 823.0  | 12345 | 5.6769          |
| 0.0515        | 824.0  | 12360 | 5.6603          |
| 0.0515        | 825.0  | 12375 | 5.6068          |
| 0.0515        | 826.0  | 12390 | 5.5916          |
| 0.0515        | 827.0  | 12405 | 5.5812          |
| 0.0515        | 828.0  | 12420 | 5.5622          |
| 0.0515        | 829.0  | 12435 | 5.5092          |
| 0.0515        | 830.0  | 12450 | 5.5535          |
| 0.0515        | 831.0  | 12465 | 5.6417          |
| 0.0515        | 832.0  | 12480 | 5.6271          |
| 0.0515        | 833.0  | 12495 | 5.6190          |
| 0.0509        | 834.0  | 12510 | 5.6104          |
| 0.0509        | 835.0  | 12525 | 5.6628          |
| 0.0509        | 836.0  | 12540 | 5.6305          |
| 0.0509        | 837.0  | 12555 | 5.6124          |
| 0.0509        | 838.0  | 12570 | 5.5684          |
| 0.0509        | 839.0  | 12585 | 5.6218          |
| 0.0509        | 840.0  | 12600 | 5.6434          |
| 0.0509        | 841.0  | 12615 | 5.6391          |
| 0.0509        | 842.0  | 12630 | 5.5947          |
| 0.0509        | 843.0  | 12645 | 5.5518          |
| 0.0509        | 844.0  | 12660 | 5.5560          |
| 0.0509        | 845.0  | 12675 | 5.5736          |
| 0.0509        | 846.0  | 12690 | 5.6000          |
| 0.0509        | 847.0  | 12705 | 5.6151          |
| 0.0509        | 848.0  | 12720 | 5.6041          |
| 0.0509        | 849.0  | 12735 | 5.5667          |
| 0.0509        | 850.0  | 12750 | 5.5639          |
| 0.0509        | 851.0  | 12765 | 5.6016          |
| 0.0509        | 852.0  | 12780 | 5.6600          |
| 0.0509        | 853.0  | 12795 | 5.6683          |
| 0.0509        | 854.0  | 12810 | 5.7113          |
| 0.0509        | 855.0  | 12825 | 5.7104          |
| 0.0509        | 856.0  | 12840 | 5.7054          |
| 0.0509        | 857.0  | 12855 | 5.6634          |
| 0.0509        | 858.0  | 12870 | 5.6516          |
| 0.0509        | 859.0  | 12885 | 5.6770          |
| 0.0509        | 860.0  | 12900 | 5.7144          |
| 0.0509        | 861.0  | 12915 | 5.8040          |
| 0.0509        | 862.0  | 12930 | 5.8090          |
| 0.0509        | 863.0  | 12945 | 5.7153          |
| 0.0509        | 864.0  | 12960 | 5.6680          |
| 0.0509        | 865.0  | 12975 | 5.5891          |
| 0.0509        | 866.0  | 12990 | 5.6036          |
| 0.0515        | 867.0  | 13005 | 5.5261          |
| 0.0515        | 868.0  | 13020 | 5.6082          |
| 0.0515        | 869.0  | 13035 | 5.7385          |
| 0.0515        | 870.0  | 13050 | 5.7956          |
| 0.0515        | 871.0  | 13065 | 5.8090          |
| 0.0515        | 872.0  | 13080 | 5.7765          |
| 0.0515        | 873.0  | 13095 | 5.7557          |
| 0.0515        | 874.0  | 13110 | 5.7394          |
| 0.0515        | 875.0  | 13125 | 5.7341          |
| 0.0515        | 876.0  | 13140 | 5.7921          |
| 0.0515        | 877.0  | 13155 | 5.7241          |
| 0.0515        | 878.0  | 13170 | 5.7030          |
| 0.0515        | 879.0  | 13185 | 5.6677          |
| 0.0515        | 880.0  | 13200 | 5.6566          |
| 0.0515        | 881.0  | 13215 | 5.6522          |
| 0.0515        | 882.0  | 13230 | 5.6398          |
| 0.0515        | 883.0  | 13245 | 5.6450          |
| 0.0515        | 884.0  | 13260 | 5.6557          |
| 0.0515        | 885.0  | 13275 | 5.6733          |
| 0.0515        | 886.0  | 13290 | 5.7079          |
| 0.0515        | 887.0  | 13305 | 5.7534          |
| 0.0515        | 888.0  | 13320 | 5.7616          |
| 0.0515        | 889.0  | 13335 | 5.7321          |
| 0.0515        | 890.0  | 13350 | 5.7113          |
| 0.0515        | 891.0  | 13365 | 5.7003          |
| 0.0515        | 892.0  | 13380 | 5.6786          |
| 0.0515        | 893.0  | 13395 | 5.6726          |
| 0.0515        | 894.0  | 13410 | 5.6770          |
| 0.0515        | 895.0  | 13425 | 5.6416          |
| 0.0515        | 896.0  | 13440 | 5.6202          |
| 0.0515        | 897.0  | 13455 | 5.6322          |
| 0.0515        | 898.0  | 13470 | 5.6403          |
| 0.0515        | 899.0  | 13485 | 5.7058          |
| 0.0509        | 900.0  | 13500 | 5.7339          |
| 0.0509        | 901.0  | 13515 | 5.7025          |
| 0.0509        | 902.0  | 13530 | 5.7024          |
| 0.0509        | 903.0  | 13545 | 5.7265          |
| 0.0509        | 904.0  | 13560 | 5.7009          |
| 0.0509        | 905.0  | 13575 | 5.6895          |
| 0.0509        | 906.0  | 13590 | 5.7018          |
| 0.0509        | 907.0  | 13605 | 5.6948          |
| 0.0509        | 908.0  | 13620 | 5.6614          |
| 0.0509        | 909.0  | 13635 | 5.6015          |
| 0.0509        | 910.0  | 13650 | 5.5796          |
| 0.0509        | 911.0  | 13665 | 5.5774          |
| 0.0509        | 912.0  | 13680 | 5.5800          |
| 0.0509        | 913.0  | 13695 | 5.5879          |
| 0.0509        | 914.0  | 13710 | 5.5850          |
| 0.0509        | 915.0  | 13725 | 5.5700          |
| 0.0509        | 916.0  | 13740 | 5.5868          |
| 0.0509        | 917.0  | 13755 | 5.6000          |
| 0.0509        | 918.0  | 13770 | 5.6165          |
| 0.0509        | 919.0  | 13785 | 5.6243          |
| 0.0509        | 920.0  | 13800 | 5.6199          |
| 0.0509        | 921.0  | 13815 | 5.6209          |
| 0.0509        | 922.0  | 13830 | 5.6377          |
| 0.0509        | 923.0  | 13845 | 5.6431          |
| 0.0509        | 924.0  | 13860 | 5.6544          |
| 0.0509        | 925.0  | 13875 | 5.6521          |
| 0.0509        | 926.0  | 13890 | 5.6490          |
| 0.0509        | 927.0  | 13905 | 5.6535          |
| 0.0509        | 928.0  | 13920 | 5.6498          |
| 0.0509        | 929.0  | 13935 | 5.6600          |
| 0.0509        | 930.0  | 13950 | 5.6613          |
| 0.0509        | 931.0  | 13965 | 5.6576          |
| 0.0509        | 932.0  | 13980 | 5.6689          |
| 0.0509        | 933.0  | 13995 | 5.6842          |
| 0.0513        | 934.0  | 14010 | 5.6979          |
| 0.0513        | 935.0  | 14025 | 5.6919          |
| 0.0513        | 936.0  | 14040 | 5.6860          |
| 0.0513        | 937.0  | 14055 | 5.6731          |
| 0.0513        | 938.0  | 14070 | 5.6546          |
| 0.0513        | 939.0  | 14085 | 5.6584          |
| 0.0513        | 940.0  | 14100 | 5.6556          |
| 0.0513        | 941.0  | 14115 | 5.6550          |
| 0.0513        | 942.0  | 14130 | 5.6741          |
| 0.0513        | 943.0  | 14145 | 5.6691          |
| 0.0513        | 944.0  | 14160 | 5.6874          |
| 0.0513        | 945.0  | 14175 | 5.6866          |
| 0.0513        | 946.0  | 14190 | 5.6379          |
| 0.0513        | 947.0  | 14205 | 5.6328          |
| 0.0513        | 948.0  | 14220 | 5.6071          |
| 0.0513        | 949.0  | 14235 | 5.5959          |
| 0.0513        | 950.0  | 14250 | 5.5864          |
| 0.0513        | 951.0  | 14265 | 5.5705          |
| 0.0513        | 952.0  | 14280 | 5.5751          |
| 0.0513        | 953.0  | 14295 | 5.5644          |
| 0.0513        | 954.0  | 14310 | 5.5499          |
| 0.0513        | 955.0  | 14325 | 5.5551          |
| 0.0513        | 956.0  | 14340 | 5.5512          |
| 0.0513        | 957.0  | 14355 | 5.5578          |
| 0.0513        | 958.0  | 14370 | 5.5631          |
| 0.0513        | 959.0  | 14385 | 5.5935          |
| 0.0513        | 960.0  | 14400 | 5.6059          |
| 0.0513        | 961.0  | 14415 | 5.6193          |
| 0.0513        | 962.0  | 14430 | 5.6168          |
| 0.0513        | 963.0  | 14445 | 5.6170          |
| 0.0513        | 964.0  | 14460 | 5.6137          |
| 0.0513        | 965.0  | 14475 | 5.6079          |
| 0.0513        | 966.0  | 14490 | 5.6128          |
| 0.0507        | 967.0  | 14505 | 5.6038          |
| 0.0507        | 968.0  | 14520 | 5.5923          |
| 0.0507        | 969.0  | 14535 | 5.5871          |
| 0.0507        | 970.0  | 14550 | 5.5726          |
| 0.0507        | 971.0  | 14565 | 5.5806          |
| 0.0507        | 972.0  | 14580 | 5.5893          |
| 0.0507        | 973.0  | 14595 | 5.5825          |
| 0.0507        | 974.0  | 14610 | 5.5785          |
| 0.0507        | 975.0  | 14625 | 5.5792          |
| 0.0507        | 976.0  | 14640 | 5.5787          |
| 0.0507        | 977.0  | 14655 | 5.5765          |
| 0.0507        | 978.0  | 14670 | 5.5588          |
| 0.0507        | 979.0  | 14685 | 5.5557          |
| 0.0507        | 980.0  | 14700 | 5.5608          |
| 0.0507        | 981.0  | 14715 | 5.5670          |
| 0.0507        | 982.0  | 14730 | 5.5633          |
| 0.0507        | 983.0  | 14745 | 5.5671          |
| 0.0507        | 984.0  | 14760 | 5.5658          |
| 0.0507        | 985.0  | 14775 | 5.5648          |
| 0.0507        | 986.0  | 14790 | 5.5612          |
| 0.0507        | 987.0  | 14805 | 5.5620          |
| 0.0507        | 988.0  | 14820 | 5.5596          |
| 0.0507        | 989.0  | 14835 | 5.5589          |
| 0.0507        | 990.0  | 14850 | 5.5617          |
| 0.0507        | 991.0  | 14865 | 5.5616          |
| 0.0507        | 992.0  | 14880 | 5.5646          |
| 0.0507        | 993.0  | 14895 | 5.5653          |
| 0.0507        | 994.0  | 14910 | 5.5637          |
| 0.0507        | 995.0  | 14925 | 5.5619          |
| 0.0507        | 996.0  | 14940 | 5.5629          |
| 0.0507        | 997.0  | 14955 | 5.5635          |
| 0.0507        | 998.0  | 14970 | 5.5639          |
| 0.0507        | 999.0  | 14985 | 5.5643          |
| 0.0511        | 1000.0 | 15000 | 5.5643          |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.14.7
- Tokenizers 0.15.0
