transformers tensorboard safetensors bert question-answering generated_from_trainer endpoints_compatible region:us
---
tags:
- generated_from_trainer
model-index:
- name: Legal_QA_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_QA_BERT_augmented_1000

This model was trained from scratch on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 6.0905

## 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: 4
- 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    | 4.2802          |
| No log        | 2.0    | 30    | 3.7154          |
| No log        | 3.0    | 45    | 3.3522          |
| No log        | 4.0    | 60    | 3.1851          |
| No log        | 5.0    | 75    | 3.2501          |
| No log        | 6.0    | 90    | 3.2850          |
| No log        | 7.0    | 105   | 3.3280          |
| No log        | 8.0    | 120   | 3.6318          |
| No log        | 9.0    | 135   | 3.7543          |
| No log        | 10.0   | 150   | 4.3016          |
| No log        | 11.0   | 165   | 3.8703          |
| No log        | 12.0   | 180   | 4.2878          |
| No log        | 13.0   | 195   | 4.8056          |
| No log        | 14.0   | 210   | 4.3522          |
| No log        | 15.0   | 225   | 4.3829          |
| No log        | 16.0   | 240   | 4.7085          |
| No log        | 17.0   | 255   | 4.6716          |
| No log        | 18.0   | 270   | 5.0584          |
| No log        | 19.0   | 285   | 4.7357          |
| No log        | 20.0   | 300   | 5.1468          |
| No log        | 21.0   | 315   | 4.8756          |
| No log        | 22.0   | 330   | 5.0296          |
| No log        | 23.0   | 345   | 5.2103          |
| No log        | 24.0   | 360   | 5.0322          |
| No log        | 25.0   | 375   | 5.1817          |
| No log        | 26.0   | 390   | 4.7048          |
| No log        | 27.0   | 405   | 5.3785          |
| No log        | 28.0   | 420   | 5.0468          |
| No log        | 29.0   | 435   | 4.9959          |
| No log        | 30.0   | 450   | 5.0253          |
| No log        | 31.0   | 465   | 4.9340          |
| No log        | 32.0   | 480   | 5.4793          |
| No log        | 33.0   | 495   | 6.1843          |
| 1.596         | 34.0   | 510   | 5.1587          |
| 1.596         | 35.0   | 525   | 5.0524          |
| 1.596         | 36.0   | 540   | 5.5337          |
| 1.596         | 37.0   | 555   | 5.8211          |
| 1.596         | 38.0   | 570   | 5.6915          |
| 1.596         | 39.0   | 585   | 5.9102          |
| 1.596         | 40.0   | 600   | 5.9698          |
| 1.596         | 41.0   | 615   | 5.1263          |
| 1.596         | 42.0   | 630   | 5.5208          |
| 1.596         | 43.0   | 645   | 5.6710          |
| 1.596         | 44.0   | 660   | 5.1445          |
| 1.596         | 45.0   | 675   | 5.2179          |
| 1.596         | 46.0   | 690   | 5.5998          |
| 1.596         | 47.0   | 705   | 4.8225          |
| 1.596         | 48.0   | 720   | 4.9031          |
| 1.596         | 49.0   | 735   | 5.7637          |
| 1.596         | 50.0   | 750   | 5.8341          |
| 1.596         | 51.0   | 765   | 5.3194          |
| 1.596         | 52.0   | 780   | 4.9238          |
| 1.596         | 53.0   | 795   | 6.0844          |
| 1.596         | 54.0   | 810   | 6.0226          |
| 1.596         | 55.0   | 825   | 5.4530          |
| 1.596         | 56.0   | 840   | 5.8518          |
| 1.596         | 57.0   | 855   | 5.5276          |
| 1.596         | 58.0   | 870   | 5.7080          |
| 1.596         | 59.0   | 885   | 5.5822          |
| 1.596         | 60.0   | 900   | 5.5140          |
| 1.596         | 61.0   | 915   | 5.8640          |
| 1.596         | 62.0   | 930   | 5.6643          |
| 1.596         | 63.0   | 945   | 5.6177          |
| 1.596         | 64.0   | 960   | 5.4889          |
| 1.596         | 65.0   | 975   | 4.7846          |
| 1.596         | 66.0   | 990   | 5.2998          |
| 0.5633        | 67.0   | 1005  | 5.9801          |
| 0.5633        | 68.0   | 1020  | 5.9973          |
| 0.5633        | 69.0   | 1035  | 4.7668          |
| 0.5633        | 70.0   | 1050  | 6.3755          |
| 0.5633        | 71.0   | 1065  | 5.0079          |
| 0.5633        | 72.0   | 1080  | 5.7451          |
| 0.5633        | 73.0   | 1095  | 5.8147          |
| 0.5633        | 74.0   | 1110  | 5.2823          |
| 0.5633        | 75.0   | 1125  | 5.5714          |
| 0.5633        | 76.0   | 1140  | 5.2161          |
| 0.5633        | 77.0   | 1155  | 5.6389          |
| 0.5633        | 78.0   | 1170  | 5.3227          |
| 0.5633        | 79.0   | 1185  | 5.5756          |
| 0.5633        | 80.0   | 1200  | 5.1622          |
| 0.5633        | 81.0   | 1215  | 6.1102          |
| 0.5633        | 82.0   | 1230  | 5.7052          |
| 0.5633        | 83.0   | 1245  | 5.7478          |
| 0.5633        | 84.0   | 1260  | 5.8483          |
| 0.5633        | 85.0   | 1275  | 6.1151          |
| 0.5633        | 86.0   | 1290  | 5.4676          |
| 0.5633        | 87.0   | 1305  | 5.5661          |
| 0.5633        | 88.0   | 1320  | 5.6595          |
| 0.5633        | 89.0   | 1335  | 5.3687          |
| 0.5633        | 90.0   | 1350  | 6.3685          |
| 0.5633        | 91.0   | 1365  | 5.8810          |
| 0.5633        | 92.0   | 1380  | 5.5489          |
| 0.5633        | 93.0   | 1395  | 5.7233          |
| 0.5633        | 94.0   | 1410  | 5.5228          |
| 0.5633        | 95.0   | 1425  | 5.8619          |
| 0.5633        | 96.0   | 1440  | 5.6161          |
| 0.5633        | 97.0   | 1455  | 5.8504          |
| 0.5633        | 98.0   | 1470  | 5.0481          |
| 0.5633        | 99.0   | 1485  | 5.7114          |
| 0.5349        | 100.0  | 1500  | 5.6384          |
| 0.5349        | 101.0  | 1515  | 5.5236          |
| 0.5349        | 102.0  | 1530  | 5.3619          |
| 0.5349        | 103.0  | 1545  | 5.7558          |
| 0.5349        | 104.0  | 1560  | 5.7468          |
| 0.5349        | 105.0  | 1575  | 5.3256          |
| 0.5349        | 106.0  | 1590  | 5.2173          |
| 0.5349        | 107.0  | 1605  | 5.7747          |
| 0.5349        | 108.0  | 1620  | 6.0690          |
| 0.5349        | 109.0  | 1635  | 6.1016          |
| 0.5349        | 110.0  | 1650  | 5.8788          |
| 0.5349        | 111.0  | 1665  | 5.2126          |
| 0.5349        | 112.0  | 1680  | 6.3826          |
| 0.5349        | 113.0  | 1695  | 5.7411          |
| 0.5349        | 114.0  | 1710  | 5.7445          |
| 0.5349        | 115.0  | 1725  | 5.7091          |
| 0.5349        | 116.0  | 1740  | 5.9555          |
| 0.5349        | 117.0  | 1755  | 5.7303          |
| 0.5349        | 118.0  | 1770  | 5.7165          |
| 0.5349        | 119.0  | 1785  | 6.0920          |
| 0.5349        | 120.0  | 1800  | 5.6326          |
| 0.5349        | 121.0  | 1815  | 5.4060          |
| 0.5349        | 122.0  | 1830  | 5.6788          |
| 0.5349        | 123.0  | 1845  | 5.8784          |
| 0.5349        | 124.0  | 1860  | 5.6766          |
| 0.5349        | 125.0  | 1875  | 5.8424          |
| 0.5349        | 126.0  | 1890  | 6.0594          |
| 0.5349        | 127.0  | 1905  | 5.7266          |
| 0.5349        | 128.0  | 1920  | 5.9523          |
| 0.5349        | 129.0  | 1935  | 5.9871          |
| 0.5349        | 130.0  | 1950  | 5.9509          |
| 0.5349        | 131.0  | 1965  | 5.7029          |
| 0.5349        | 132.0  | 1980  | 5.4023          |
| 0.5349        | 133.0  | 1995  | 5.4104          |
| 0.5264        | 134.0  | 2010  | 5.5620          |
| 0.5264        | 135.0  | 2025  | 6.0997          |
| 0.5264        | 136.0  | 2040  | 5.3650          |
| 0.5264        | 137.0  | 2055  | 5.5148          |
| 0.5264        | 138.0  | 2070  | 5.5836          |
| 0.5264        | 139.0  | 2085  | 5.8000          |
| 0.5264        | 140.0  | 2100  | 5.9077          |
| 0.5264        | 141.0  | 2115  | 5.5711          |
| 0.5264        | 142.0  | 2130  | 5.9320          |
| 0.5264        | 143.0  | 2145  | 5.7090          |
| 0.5264        | 144.0  | 2160  | 6.1850          |
| 0.5264        | 145.0  | 2175  | 5.5036          |
| 0.5264        | 146.0  | 2190  | 5.9013          |
| 0.5264        | 147.0  | 2205  | 5.6170          |
| 0.5264        | 148.0  | 2220  | 5.6846          |
| 0.5264        | 149.0  | 2235  | 5.7172          |
| 0.5264        | 150.0  | 2250  | 5.2512          |
| 0.5264        | 151.0  | 2265  | 5.9214          |
| 0.5264        | 152.0  | 2280  | 6.0195          |
| 0.5264        | 153.0  | 2295  | 5.5023          |
| 0.5264        | 154.0  | 2310  | 6.0375          |
| 0.5264        | 155.0  | 2325  | 5.8024          |
| 0.5264        | 156.0  | 2340  | 5.3949          |
| 0.5264        | 157.0  | 2355  | 5.8969          |
| 0.5264        | 158.0  | 2370  | 5.5336          |
| 0.5264        | 159.0  | 2385  | 5.7178          |
| 0.5264        | 160.0  | 2400  | 5.7103          |
| 0.5264        | 161.0  | 2415  | 5.7710          |
| 0.5264        | 162.0  | 2430  | 5.6648          |
| 0.5264        | 163.0  | 2445  | 5.8576          |
| 0.5264        | 164.0  | 2460  | 6.1288          |
| 0.5264        | 165.0  | 2475  | 5.7238          |
| 0.5264        | 166.0  | 2490  | 5.5287          |
| 0.5195        | 167.0  | 2505  | 5.6017          |
| 0.5195        | 168.0  | 2520  | 5.9247          |
| 0.5195        | 169.0  | 2535  | 5.2459          |
| 0.5195        | 170.0  | 2550  | 4.9000          |
| 0.5195        | 171.0  | 2565  | 6.0519          |
| 0.5195        | 172.0  | 2580  | 5.6703          |
| 0.5195        | 173.0  | 2595  | 5.2810          |
| 0.5195        | 174.0  | 2610  | 5.5837          |
| 0.5195        | 175.0  | 2625  | 5.3091          |
| 0.5195        | 176.0  | 2640  | 5.9656          |
| 0.5195        | 177.0  | 2655  | 5.4225          |
| 0.5195        | 178.0  | 2670  | 5.8214          |
| 0.5195        | 179.0  | 2685  | 5.6031          |
| 0.5195        | 180.0  | 2700  | 5.6845          |
| 0.5195        | 181.0  | 2715  | 5.7010          |
| 0.5195        | 182.0  | 2730  | 5.5270          |
| 0.5195        | 183.0  | 2745  | 5.7257          |
| 0.5195        | 184.0  | 2760  | 5.8231          |
| 0.5195        | 185.0  | 2775  | 5.3649          |
| 0.5195        | 186.0  | 2790  | 5.1910          |
| 0.5195        | 187.0  | 2805  | 6.4315          |
| 0.5195        | 188.0  | 2820  | 5.3515          |
| 0.5195        | 189.0  | 2835  | 5.6112          |
| 0.5195        | 190.0  | 2850  | 5.7050          |
| 0.5195        | 191.0  | 2865  | 5.9199          |
| 0.5195        | 192.0  | 2880  | 5.5780          |
| 0.5195        | 193.0  | 2895  | 5.9634          |
| 0.5195        | 194.0  | 2910  | 5.8110          |
| 0.5195        | 195.0  | 2925  | 5.3219          |
| 0.5195        | 196.0  | 2940  | 5.8609          |
| 0.5195        | 197.0  | 2955  | 5.9667          |
| 0.5195        | 198.0  | 2970  | 5.5135          |
| 0.5195        | 199.0  | 2985  | 5.6226          |
| 0.5193        | 200.0  | 3000  | 6.4493          |
| 0.5193        | 201.0  | 3015  | 5.8886          |
| 0.5193        | 202.0  | 3030  | 6.2204          |
| 0.5193        | 203.0  | 3045  | 6.1258          |
| 0.5193        | 204.0  | 3060  | 6.7706          |
| 0.5193        | 205.0  | 3075  | 5.4771          |
| 0.5193        | 206.0  | 3090  | 5.4281          |
| 0.5193        | 207.0  | 3105  | 5.9428          |
| 0.5193        | 208.0  | 3120  | 6.0833          |
| 0.5193        | 209.0  | 3135  | 5.8120          |
| 0.5193        | 210.0  | 3150  | 5.8221          |
| 0.5193        | 211.0  | 3165  | 5.7900          |
| 0.5193        | 212.0  | 3180  | 6.0227          |
| 0.5193        | 213.0  | 3195  | 5.8832          |
| 0.5193        | 214.0  | 3210  | 5.9428          |
| 0.5193        | 215.0  | 3225  | 5.9005          |
| 0.5193        | 216.0  | 3240  | 6.3240          |
| 0.5193        | 217.0  | 3255  | 5.9263          |
| 0.5193        | 218.0  | 3270  | 6.1286          |
| 0.5193        | 219.0  | 3285  | 5.9537          |
| 0.5193        | 220.0  | 3300  | 6.0225          |
| 0.5193        | 221.0  | 3315  | 6.1369          |
| 0.5193        | 222.0  | 3330  | 5.8760          |
| 0.5193        | 223.0  | 3345  | 5.6678          |
| 0.5193        | 224.0  | 3360  | 6.0776          |
| 0.5193        | 225.0  | 3375  | 5.8525          |
| 0.5193        | 226.0  | 3390  | 5.5731          |
| 0.5193        | 227.0  | 3405  | 5.6012          |
| 0.5193        | 228.0  | 3420  | 5.5194          |
| 0.5193        | 229.0  | 3435  | 5.7439          |
| 0.5193        | 230.0  | 3450  | 6.4461          |
| 0.5193        | 231.0  | 3465  | 5.9264          |
| 0.5193        | 232.0  | 3480  | 5.6437          |
| 0.5193        | 233.0  | 3495  | 5.8232          |
| 0.5139        | 234.0  | 3510  | 5.1288          |
| 0.5139        | 235.0  | 3525  | 5.9016          |
| 0.5139        | 236.0  | 3540  | 5.5696          |
| 0.5139        | 237.0  | 3555  | 5.5781          |
| 0.5139        | 238.0  | 3570  | 5.7123          |
| 0.5139        | 239.0  | 3585  | 6.0707          |
| 0.5139        | 240.0  | 3600  | 5.7441          |
| 0.5139        | 241.0  | 3615  | 5.3231          |
| 0.5139        | 242.0  | 3630  | 6.0482          |
| 0.5139        | 243.0  | 3645  | 5.5813          |
| 0.5139        | 244.0  | 3660  | 5.3146          |
| 0.5139        | 245.0  | 3675  | 5.5574          |
| 0.5139        | 246.0  | 3690  | 6.0959          |
| 0.5139        | 247.0  | 3705  | 6.1376          |
| 0.5139        | 248.0  | 3720  | 5.9978          |
| 0.5139        | 249.0  | 3735  | 5.5388          |
| 0.5139        | 250.0  | 3750  | 5.9085          |
| 0.5139        | 251.0  | 3765  | 6.0335          |
| 0.5139        | 252.0  | 3780  | 5.8727          |
| 0.5139        | 253.0  | 3795  | 5.9255          |
| 0.5139        | 254.0  | 3810  | 5.5959          |
| 0.5139        | 255.0  | 3825  | 5.7012          |
| 0.5139        | 256.0  | 3840  | 5.9298          |
| 0.5139        | 257.0  | 3855  | 5.6850          |
| 0.5139        | 258.0  | 3870  | 6.0047          |
| 0.5139        | 259.0  | 3885  | 5.8456          |
| 0.5139        | 260.0  | 3900  | 5.6115          |
| 0.5139        | 261.0  | 3915  | 5.6565          |
| 0.5139        | 262.0  | 3930  | 5.9078          |
| 0.5139        | 263.0  | 3945  | 6.0343          |
| 0.5139        | 264.0  | 3960  | 6.0636          |
| 0.5139        | 265.0  | 3975  | 5.5921          |
| 0.5139        | 266.0  | 3990  | 5.6732          |
| 0.5109        | 267.0  | 4005  | 5.8577          |
| 0.5109        | 268.0  | 4020  | 6.0701          |
| 0.5109        | 269.0  | 4035  | 5.8036          |
| 0.5109        | 270.0  | 4050  | 5.7711          |
| 0.5109        | 271.0  | 4065  | 5.3008          |
| 0.5109        | 272.0  | 4080  | 5.7960          |
| 0.5109        | 273.0  | 4095  | 6.0838          |
| 0.5109        | 274.0  | 4110  | 5.6801          |
| 0.5109        | 275.0  | 4125  | 5.5957          |
| 0.5109        | 276.0  | 4140  | 5.7777          |
| 0.5109        | 277.0  | 4155  | 5.6115          |
| 0.5109        | 278.0  | 4170  | 5.5527          |
| 0.5109        | 279.0  | 4185  | 5.5709          |
| 0.5109        | 280.0  | 4200  | 5.8705          |
| 0.5109        | 281.0  | 4215  | 6.0007          |
| 0.5109        | 282.0  | 4230  | 5.9754          |
| 0.5109        | 283.0  | 4245  | 5.6537          |
| 0.5109        | 284.0  | 4260  | 5.7127          |
| 0.5109        | 285.0  | 4275  | 5.5221          |
| 0.5109        | 286.0  | 4290  | 6.0339          |
| 0.5109        | 287.0  | 4305  | 6.0085          |
| 0.5109        | 288.0  | 4320  | 6.0363          |
| 0.5109        | 289.0  | 4335  | 6.2661          |
| 0.5109        | 290.0  | 4350  | 6.3055          |
| 0.5109        | 291.0  | 4365  | 5.6804          |
| 0.5109        | 292.0  | 4380  | 5.5251          |
| 0.5109        | 293.0  | 4395  | 6.2547          |
| 0.5109        | 294.0  | 4410  | 6.0599          |
| 0.5109        | 295.0  | 4425  | 5.7020          |
| 0.5109        | 296.0  | 4440  | 5.6223          |
| 0.5109        | 297.0  | 4455  | 5.6583          |
| 0.5109        | 298.0  | 4470  | 6.1789          |
| 0.5109        | 299.0  | 4485  | 5.6570          |
| 0.5093        | 300.0  | 4500  | 5.8013          |
| 0.5093        | 301.0  | 4515  | 6.1538          |
| 0.5093        | 302.0  | 4530  | 5.9583          |
| 0.5093        | 303.0  | 4545  | 6.2696          |
| 0.5093        | 304.0  | 4560  | 6.1199          |
| 0.5093        | 305.0  | 4575  | 5.9642          |
| 0.5093        | 306.0  | 4590  | 6.1306          |
| 0.5093        | 307.0  | 4605  | 6.3966          |
| 0.5093        | 308.0  | 4620  | 5.7734          |
| 0.5093        | 309.0  | 4635  | 5.3626          |
| 0.5093        | 310.0  | 4650  | 5.7926          |
| 0.5093        | 311.0  | 4665  | 5.8222          |
| 0.5093        | 312.0  | 4680  | 5.3306          |
| 0.5093        | 313.0  | 4695  | 5.9338          |
| 0.5093        | 314.0  | 4710  | 5.5815          |
| 0.5093        | 315.0  | 4725  | 5.7575          |
| 0.5093        | 316.0  | 4740  | 5.8059          |
| 0.5093        | 317.0  | 4755  | 5.7048          |
| 0.5093        | 318.0  | 4770  | 5.9855          |
| 0.5093        | 319.0  | 4785  | 5.6925          |
| 0.5093        | 320.0  | 4800  | 5.8475          |
| 0.5093        | 321.0  | 4815  | 5.6688          |
| 0.5093        | 322.0  | 4830  | 6.1724          |
| 0.5093        | 323.0  | 4845  | 6.0864          |
| 0.5093        | 324.0  | 4860  | 6.6107          |
| 0.5093        | 325.0  | 4875  | 5.8224          |
| 0.5093        | 326.0  | 4890  | 5.5894          |
| 0.5093        | 327.0  | 4905  | 5.5998          |
| 0.5093        | 328.0  | 4920  | 5.6845          |
| 0.5093        | 329.0  | 4935  | 5.6556          |
| 0.5093        | 330.0  | 4950  | 5.5943          |
| 0.5093        | 331.0  | 4965  | 5.4699          |
| 0.5093        | 332.0  | 4980  | 5.5450          |
| 0.5093        | 333.0  | 4995  | 5.7648          |
| 0.5066        | 334.0  | 5010  | 5.6220          |
| 0.5066        | 335.0  | 5025  | 5.6141          |
| 0.5066        | 336.0  | 5040  | 5.6268          |
| 0.5066        | 337.0  | 5055  | 5.6531          |
| 0.5066        | 338.0  | 5070  | 5.8832          |
| 0.5066        | 339.0  | 5085  | 5.4220          |
| 0.5066        | 340.0  | 5100  | 5.1989          |
| 0.5066        | 341.0  | 5115  | 5.3016          |
| 0.5066        | 342.0  | 5130  | 5.3583          |
| 0.5066        | 343.0  | 5145  | 5.8568          |
| 0.5066        | 344.0  | 5160  | 5.9605          |
| 0.5066        | 345.0  | 5175  | 5.3400          |
| 0.5066        | 346.0  | 5190  | 5.2040          |
| 0.5066        | 347.0  | 5205  | 5.3998          |
| 0.5066        | 348.0  | 5220  | 5.3674          |
| 0.5066        | 349.0  | 5235  | 5.2871          |
| 0.5066        | 350.0  | 5250  | 5.2838          |
| 0.5066        | 351.0  | 5265  | 5.6324          |
| 0.5066        | 352.0  | 5280  | 5.7317          |
| 0.5066        | 353.0  | 5295  | 5.7358          |
| 0.5066        | 354.0  | 5310  | 6.3489          |
| 0.5066        | 355.0  | 5325  | 6.1955          |
| 0.5066        | 356.0  | 5340  | 5.5693          |
| 0.5066        | 357.0  | 5355  | 6.1189          |
| 0.5066        | 358.0  | 5370  | 6.3337          |
| 0.5066        | 359.0  | 5385  | 6.1426          |
| 0.5066        | 360.0  | 5400  | 5.7884          |
| 0.5066        | 361.0  | 5415  | 5.7924          |
| 0.5066        | 362.0  | 5430  | 6.5145          |
| 0.5066        | 363.0  | 5445  | 6.0506          |
| 0.5066        | 364.0  | 5460  | 5.4567          |
| 0.5066        | 365.0  | 5475  | 5.5201          |
| 0.5066        | 366.0  | 5490  | 5.8795          |
| 0.5031        | 367.0  | 5505  | 6.0708          |
| 0.5031        | 368.0  | 5520  | 6.0388          |
| 0.5031        | 369.0  | 5535  | 6.0816          |
| 0.5031        | 370.0  | 5550  | 6.0414          |
| 0.5031        | 371.0  | 5565  | 6.2334          |
| 0.5031        | 372.0  | 5580  | 6.1876          |
| 0.5031        | 373.0  | 5595  | 6.2060          |
| 0.5031        | 374.0  | 5610  | 5.5349          |
| 0.5031        | 375.0  | 5625  | 5.2088          |
| 0.5031        | 376.0  | 5640  | 6.1013          |
| 0.5031        | 377.0  | 5655  | 6.4536          |
| 0.5031        | 378.0  | 5670  | 6.4810          |
| 0.5031        | 379.0  | 5685  | 6.0705          |
| 0.5031        | 380.0  | 5700  | 6.0979          |
| 0.5031        | 381.0  | 5715  | 6.3676          |
| 0.5031        | 382.0  | 5730  | 6.3337          |
| 0.5031        | 383.0  | 5745  | 5.5269          |
| 0.5031        | 384.0  | 5760  | 5.7314          |
| 0.5031        | 385.0  | 5775  | 6.0460          |
| 0.5031        | 386.0  | 5790  | 5.8529          |
| 0.5031        | 387.0  | 5805  | 6.1075          |
| 0.5031        | 388.0  | 5820  | 5.9149          |
| 0.5031        | 389.0  | 5835  | 6.2186          |
| 0.5031        | 390.0  | 5850  | 6.4095          |
| 0.5031        | 391.0  | 5865  | 6.1325          |
| 0.5031        | 392.0  | 5880  | 6.1227          |
| 0.5031        | 393.0  | 5895  | 6.2010          |
| 0.5031        | 394.0  | 5910  | 6.0830          |
| 0.5031        | 395.0  | 5925  | 5.7398          |
| 0.5031        | 396.0  | 5940  | 6.2133          |
| 0.5031        | 397.0  | 5955  | 6.1547          |
| 0.5031        | 398.0  | 5970  | 6.1237          |
| 0.5031        | 399.0  | 5985  | 5.4353          |
| 0.5031        | 400.0  | 6000  | 5.9380          |
| 0.5031        | 401.0  | 6015  | 6.1454          |
| 0.5031        | 402.0  | 6030  | 6.4970          |
| 0.5031        | 403.0  | 6045  | 5.9320          |
| 0.5031        | 404.0  | 6060  | 5.9068          |
| 0.5031        | 405.0  | 6075  | 6.0897          |
| 0.5031        | 406.0  | 6090  | 6.0318          |
| 0.5031        | 407.0  | 6105  | 6.0466          |
| 0.5031        | 408.0  | 6120  | 5.9770          |
| 0.5031        | 409.0  | 6135  | 6.0131          |
| 0.5031        | 410.0  | 6150  | 5.9954          |
| 0.5031        | 411.0  | 6165  | 6.0157          |
| 0.5031        | 412.0  | 6180  | 6.1885          |
| 0.5031        | 413.0  | 6195  | 6.4212          |
| 0.5031        | 414.0  | 6210  | 6.1867          |
| 0.5031        | 415.0  | 6225  | 5.6654          |
| 0.5031        | 416.0  | 6240  | 5.6043          |
| 0.5031        | 417.0  | 6255  | 5.4872          |
| 0.5031        | 418.0  | 6270  | 6.3064          |
| 0.5031        | 419.0  | 6285  | 6.0645          |
| 0.5031        | 420.0  | 6300  | 5.6637          |
| 0.5031        | 421.0  | 6315  | 6.3704          |
| 0.5031        | 422.0  | 6330  | 6.6235          |
| 0.5031        | 423.0  | 6345  | 5.8075          |
| 0.5031        | 424.0  | 6360  | 6.0819          |
| 0.5031        | 425.0  | 6375  | 6.2829          |
| 0.5031        | 426.0  | 6390  | 6.1487          |
| 0.5031        | 427.0  | 6405  | 5.9955          |
| 0.5031        | 428.0  | 6420  | 5.8654          |
| 0.5031        | 429.0  | 6435  | 5.7717          |
| 0.5031        | 430.0  | 6450  | 5.8261          |
| 0.5031        | 431.0  | 6465  | 5.9463          |
| 0.5031        | 432.0  | 6480  | 6.1745          |
| 0.5031        | 433.0  | 6495  | 6.3168          |
| 0.4996        | 434.0  | 6510  | 6.0862          |
| 0.4996        | 435.0  | 6525  | 5.8837          |
| 0.4996        | 436.0  | 6540  | 6.0686          |
| 0.4996        | 437.0  | 6555  | 5.8562          |
| 0.4996        | 438.0  | 6570  | 5.8882          |
| 0.4996        | 439.0  | 6585  | 5.8045          |
| 0.4996        | 440.0  | 6600  | 5.8444          |
| 0.4996        | 441.0  | 6615  | 5.8087          |
| 0.4996        | 442.0  | 6630  | 5.8894          |
| 0.4996        | 443.0  | 6645  | 6.0462          |
| 0.4996        | 444.0  | 6660  | 5.9606          |
| 0.4996        | 445.0  | 6675  | 5.9412          |
| 0.4996        | 446.0  | 6690  | 5.8069          |
| 0.4996        | 447.0  | 6705  | 5.7075          |
| 0.4996        | 448.0  | 6720  | 6.1192          |
| 0.4996        | 449.0  | 6735  | 6.1148          |
| 0.4996        | 450.0  | 6750  | 5.7958          |
| 0.4996        | 451.0  | 6765  | 5.6836          |
| 0.4996        | 452.0  | 6780  | 5.7982          |
| 0.4996        | 453.0  | 6795  | 5.9294          |
| 0.4996        | 454.0  | 6810  | 6.1140          |
| 0.4996        | 455.0  | 6825  | 6.0729          |
| 0.4996        | 456.0  | 6840  | 5.6872          |
| 0.4996        | 457.0  | 6855  | 5.6784          |
| 0.4996        | 458.0  | 6870  | 5.6630          |
| 0.4996        | 459.0  | 6885  | 5.9257          |
| 0.4996        | 460.0  | 6900  | 5.6966          |
| 0.4996        | 461.0  | 6915  | 5.6496          |
| 0.4996        | 462.0  | 6930  | 5.7952          |
| 0.4996        | 463.0  | 6945  | 5.6782          |
| 0.4996        | 464.0  | 6960  | 5.5714          |
| 0.4996        | 465.0  | 6975  | 5.8231          |
| 0.4996        | 466.0  | 6990  | 5.9270          |
| 0.4968        | 467.0  | 7005  | 6.1047          |
| 0.4968        | 468.0  | 7020  | 6.0197          |
| 0.4968        | 469.0  | 7035  | 6.0598          |
| 0.4968        | 470.0  | 7050  | 6.1663          |
| 0.4968        | 471.0  | 7065  | 5.9088          |
| 0.4968        | 472.0  | 7080  | 6.2492          |
| 0.4968        | 473.0  | 7095  | 5.8927          |
| 0.4968        | 474.0  | 7110  | 5.6720          |
| 0.4968        | 475.0  | 7125  | 5.6062          |
| 0.4968        | 476.0  | 7140  | 5.8693          |
| 0.4968        | 477.0  | 7155  | 6.0579          |
| 0.4968        | 478.0  | 7170  | 6.1315          |
| 0.4968        | 479.0  | 7185  | 6.0854          |
| 0.4968        | 480.0  | 7200  | 6.0879          |
| 0.4968        | 481.0  | 7215  | 6.0218          |
| 0.4968        | 482.0  | 7230  | 5.9952          |
| 0.4968        | 483.0  | 7245  | 6.0354          |
| 0.4968        | 484.0  | 7260  | 5.9956          |
| 0.4968        | 485.0  | 7275  | 6.0384          |
| 0.4968        | 486.0  | 7290  | 5.9570          |
| 0.4968        | 487.0  | 7305  | 5.9423          |
| 0.4968        | 488.0  | 7320  | 5.8577          |
| 0.4968        | 489.0  | 7335  | 5.7876          |
| 0.4968        | 490.0  | 7350  | 5.8803          |
| 0.4968        | 491.0  | 7365  | 6.1762          |
| 0.4968        | 492.0  | 7380  | 5.8586          |
| 0.4968        | 493.0  | 7395  | 5.7923          |
| 0.4968        | 494.0  | 7410  | 5.7906          |
| 0.4968        | 495.0  | 7425  | 5.6675          |
| 0.4968        | 496.0  | 7440  | 5.5701          |
| 0.4968        | 497.0  | 7455  | 5.7002          |
| 0.4968        | 498.0  | 7470  | 5.6124          |
| 0.4968        | 499.0  | 7485  | 5.5796          |
| 0.4952        | 500.0  | 7500  | 6.2048          |
| 0.4952        | 501.0  | 7515  | 5.7954          |
| 0.4952        | 502.0  | 7530  | 5.7426          |
| 0.4952        | 503.0  | 7545  | 5.8509          |
| 0.4952        | 504.0  | 7560  | 6.1557          |
| 0.4952        | 505.0  | 7575  | 6.5265          |
| 0.4952        | 506.0  | 7590  | 5.5439          |
| 0.4952        | 507.0  | 7605  | 6.1459          |
| 0.4952        | 508.0  | 7620  | 6.4147          |
| 0.4952        | 509.0  | 7635  | 6.7258          |
| 0.4952        | 510.0  | 7650  | 6.3874          |
| 0.4952        | 511.0  | 7665  | 6.0205          |
| 0.4952        | 512.0  | 7680  | 5.9425          |
| 0.4952        | 513.0  | 7695  | 6.2230          |
| 0.4952        | 514.0  | 7710  | 6.1958          |
| 0.4952        | 515.0  | 7725  | 6.1408          |
| 0.4952        | 516.0  | 7740  | 6.0560          |
| 0.4952        | 517.0  | 7755  | 6.1626          |
| 0.4952        | 518.0  | 7770  | 6.2622          |
| 0.4952        | 519.0  | 7785  | 6.2646          |
| 0.4952        | 520.0  | 7800  | 5.9874          |
| 0.4952        | 521.0  | 7815  | 5.7811          |
| 0.4952        | 522.0  | 7830  | 5.8517          |
| 0.4952        | 523.0  | 7845  | 5.7122          |
| 0.4952        | 524.0  | 7860  | 5.6573          |
| 0.4952        | 525.0  | 7875  | 5.7479          |
| 0.4952        | 526.0  | 7890  | 5.7530          |
| 0.4952        | 527.0  | 7905  | 5.8194          |
| 0.4952        | 528.0  | 7920  | 5.9536          |
| 0.4952        | 529.0  | 7935  | 6.3550          |
| 0.4952        | 530.0  | 7950  | 6.1652          |
| 0.4952        | 531.0  | 7965  | 6.2013          |
| 0.4952        | 532.0  | 7980  | 6.2066          |
| 0.4952        | 533.0  | 7995  | 6.5929          |
| 0.4974        | 534.0  | 8010  | 6.4045          |
| 0.4974        | 535.0  | 8025  | 6.0963          |
| 0.4974        | 536.0  | 8040  | 6.0588          |
| 0.4974        | 537.0  | 8055  | 6.1633          |
| 0.4974        | 538.0  | 8070  | 6.3146          |
| 0.4974        | 539.0  | 8085  | 5.9410          |
| 0.4974        | 540.0  | 8100  | 5.9113          |
| 0.4974        | 541.0  | 8115  | 5.9317          |
| 0.4974        | 542.0  | 8130  | 6.0919          |
| 0.4974        | 543.0  | 8145  | 6.0613          |
| 0.4974        | 544.0  | 8160  | 6.1009          |
| 0.4974        | 545.0  | 8175  | 5.9647          |
| 0.4974        | 546.0  | 8190  | 5.9495          |
| 0.4974        | 547.0  | 8205  | 6.0890          |
| 0.4974        | 548.0  | 8220  | 5.9896          |
| 0.4974        | 549.0  | 8235  | 6.0959          |
| 0.4974        | 550.0  | 8250  | 5.8787          |
| 0.4974        | 551.0  | 8265  | 5.9054          |
| 0.4974        | 552.0  | 8280  | 6.0248          |
| 0.4974        | 553.0  | 8295  | 5.9666          |
| 0.4974        | 554.0  | 8310  | 5.8301          |
| 0.4974        | 555.0  | 8325  | 5.8881          |
| 0.4974        | 556.0  | 8340  | 5.9529          |
| 0.4974        | 557.0  | 8355  | 6.0668          |
| 0.4974        | 558.0  | 8370  | 6.1951          |
| 0.4974        | 559.0  | 8385  | 6.1878          |
| 0.4974        | 560.0  | 8400  | 6.3224          |
| 0.4974        | 561.0  | 8415  | 6.1784          |
| 0.4974        | 562.0  | 8430  | 6.0940          |
| 0.4974        | 563.0  | 8445  | 5.9633          |
| 0.4974        | 564.0  | 8460  | 5.9948          |
| 0.4974        | 565.0  | 8475  | 6.0084          |
| 0.4974        | 566.0  | 8490  | 6.1924          |
| 0.4943        | 567.0  | 8505  | 6.2442          |
| 0.4943        | 568.0  | 8520  | 6.2282          |
| 0.4943        | 569.0  | 8535  | 6.1580          |
| 0.4943        | 570.0  | 8550  | 6.0998          |
| 0.4943        | 571.0  | 8565  | 5.9282          |
| 0.4943        | 572.0  | 8580  | 5.9897          |
| 0.4943        | 573.0  | 8595  | 6.1929          |
| 0.4943        | 574.0  | 8610  | 6.1753          |
| 0.4943        | 575.0  | 8625  | 5.8290          |
| 0.4943        | 576.0  | 8640  | 6.0910          |
| 0.4943        | 577.0  | 8655  | 6.5068          |
| 0.4943        | 578.0  | 8670  | 6.6152          |
| 0.4943        | 579.0  | 8685  | 6.6324          |
| 0.4943        | 580.0  | 8700  | 6.7927          |
| 0.4943        | 581.0  | 8715  | 6.5293          |
| 0.4943        | 582.0  | 8730  | 6.6214          |
| 0.4943        | 583.0  | 8745  | 6.6638          |
| 0.4943        | 584.0  | 8760  | 6.4795          |
| 0.4943        | 585.0  | 8775  | 6.2631          |
| 0.4943        | 586.0  | 8790  | 6.2483          |
| 0.4943        | 587.0  | 8805  | 5.9145          |
| 0.4943        | 588.0  | 8820  | 6.0029          |
| 0.4943        | 589.0  | 8835  | 6.1430          |
| 0.4943        | 590.0  | 8850  | 5.9397          |
| 0.4943        | 591.0  | 8865  | 6.1065          |
| 0.4943        | 592.0  | 8880  | 6.2103          |
| 0.4943        | 593.0  | 8895  | 6.2463          |
| 0.4943        | 594.0  | 8910  | 6.2305          |
| 0.4943        | 595.0  | 8925  | 6.0791          |
| 0.4943        | 596.0  | 8940  | 6.0370          |
| 0.4943        | 597.0  | 8955  | 6.0834          |
| 0.4943        | 598.0  | 8970  | 6.1145          |
| 0.4943        | 599.0  | 8985  | 6.0840          |
| 0.4924        | 600.0  | 9000  | 6.0825          |
| 0.4924        | 601.0  | 9015  | 6.0624          |
| 0.4924        | 602.0  | 9030  | 6.2565          |
| 0.4924        | 603.0  | 9045  | 6.2324          |
| 0.4924        | 604.0  | 9060  | 6.1594          |
| 0.4924        | 605.0  | 9075  | 6.1876          |
| 0.4924        | 606.0  | 9090  | 6.2060          |
| 0.4924        | 607.0  | 9105  | 6.3019          |
| 0.4924        | 608.0  | 9120  | 6.3467          |
| 0.4924        | 609.0  | 9135  | 6.1607          |
| 0.4924        | 610.0  | 9150  | 6.0440          |
| 0.4924        | 611.0  | 9165  | 6.8653          |
| 0.4924        | 612.0  | 9180  | 6.4615          |
| 0.4924        | 613.0  | 9195  | 6.3300          |
| 0.4924        | 614.0  | 9210  | 6.4301          |
| 0.4924        | 615.0  | 9225  | 6.5801          |
| 0.4924        | 616.0  | 9240  | 6.7184          |
| 0.4924        | 617.0  | 9255  | 6.4986          |
| 0.4924        | 618.0  | 9270  | 6.4394          |
| 0.4924        | 619.0  | 9285  | 6.2406          |
| 0.4924        | 620.0  | 9300  | 6.1952          |
| 0.4924        | 621.0  | 9315  | 5.9884          |
| 0.4924        | 622.0  | 9330  | 5.5740          |
| 0.4924        | 623.0  | 9345  | 6.3277          |
| 0.4924        | 624.0  | 9360  | 6.8178          |
| 0.4924        | 625.0  | 9375  | 6.1762          |
| 0.4924        | 626.0  | 9390  | 6.0231          |
| 0.4924        | 627.0  | 9405  | 6.1708          |
| 0.4924        | 628.0  | 9420  | 6.2424          |
| 0.4924        | 629.0  | 9435  | 6.3534          |
| 0.4924        | 630.0  | 9450  | 6.1381          |
| 0.4924        | 631.0  | 9465  | 6.0497          |
| 0.4924        | 632.0  | 9480  | 5.9765          |
| 0.4924        | 633.0  | 9495  | 6.0501          |
| 0.4942        | 634.0  | 9510  | 6.1061          |
| 0.4942        | 635.0  | 9525  | 6.1149          |
| 0.4942        | 636.0  | 9540  | 6.1282          |
| 0.4942        | 637.0  | 9555  | 6.1895          |
| 0.4942        | 638.0  | 9570  | 6.0880          |
| 0.4942        | 639.0  | 9585  | 5.8517          |
| 0.4942        | 640.0  | 9600  | 6.0236          |
| 0.4942        | 641.0  | 9615  | 6.2191          |
| 0.4942        | 642.0  | 9630  | 6.2295          |
| 0.4942        | 643.0  | 9645  | 6.1899          |
| 0.4942        | 644.0  | 9660  | 6.2028          |
| 0.4942        | 645.0  | 9675  | 5.8881          |
| 0.4942        | 646.0  | 9690  | 5.7924          |
| 0.4942        | 647.0  | 9705  | 5.8793          |
| 0.4942        | 648.0  | 9720  | 6.1859          |
| 0.4942        | 649.0  | 9735  | 6.2366          |
| 0.4942        | 650.0  | 9750  | 6.2838          |
| 0.4942        | 651.0  | 9765  | 6.3198          |
| 0.4942        | 652.0  | 9780  | 6.3970          |
| 0.4942        | 653.0  | 9795  | 6.3575          |
| 0.4942        | 654.0  | 9810  | 6.2716          |
| 0.4942        | 655.0  | 9825  | 6.1439          |
| 0.4942        | 656.0  | 9840  | 6.1837          |
| 0.4942        | 657.0  | 9855  | 6.1821          |
| 0.4942        | 658.0  | 9870  | 6.1621          |
| 0.4942        | 659.0  | 9885  | 6.1272          |
| 0.4942        | 660.0  | 9900  | 6.1556          |
| 0.4942        | 661.0  | 9915  | 6.1799          |
| 0.4942        | 662.0  | 9930  | 6.2178          |
| 0.4942        | 663.0  | 9945  | 6.1912          |
| 0.4942        | 664.0  | 9960  | 6.2032          |
| 0.4942        | 665.0  | 9975  | 6.2037          |
| 0.4942        | 666.0  | 9990  | 6.2342          |
| 0.4916        | 667.0  | 10005 | 6.1742          |
| 0.4916        | 668.0  | 10020 | 6.2882          |
| 0.4916        | 669.0  | 10035 | 6.0411          |
| 0.4916        | 670.0  | 10050 | 5.8832          |
| 0.4916        | 671.0  | 10065 | 5.9050          |
| 0.4916        | 672.0  | 10080 | 5.9473          |
| 0.4916        | 673.0  | 10095 | 5.9142          |
| 0.4916        | 674.0  | 10110 | 5.9117          |
| 0.4916        | 675.0  | 10125 | 5.9564          |
| 0.4916        | 676.0  | 10140 | 6.0799          |
| 0.4916        | 677.0  | 10155 | 6.1661          |
| 0.4916        | 678.0  | 10170 | 5.7578          |
| 0.4916        | 679.0  | 10185 | 5.9419          |
| 0.4916        | 680.0  | 10200 | 6.1165          |
| 0.4916        | 681.0  | 10215 | 6.1763          |
| 0.4916        | 682.0  | 10230 | 6.1677          |
| 0.4916        | 683.0  | 10245 | 6.1932          |
| 0.4916        | 684.0  | 10260 | 6.1459          |
| 0.4916        | 685.0  | 10275 | 6.1590          |
| 0.4916        | 686.0  | 10290 | 6.1700          |
| 0.4916        | 687.0  | 10305 | 6.2684          |
| 0.4916        | 688.0  | 10320 | 6.6937          |
| 0.4916        | 689.0  | 10335 | 6.2878          |
| 0.4916        | 690.0  | 10350 | 6.0077          |
| 0.4916        | 691.0  | 10365 | 6.0168          |
| 0.4916        | 692.0  | 10380 | 6.0047          |
| 0.4916        | 693.0  | 10395 | 5.9679          |
| 0.4916        | 694.0  | 10410 | 5.9160          |
| 0.4916        | 695.0  | 10425 | 5.8994          |
| 0.4916        | 696.0  | 10440 | 6.0752          |
| 0.4916        | 697.0  | 10455 | 6.0922          |
| 0.4916        | 698.0  | 10470 | 6.1769          |
| 0.4916        | 699.0  | 10485 | 6.2896          |
| 0.4936        | 700.0  | 10500 | 6.3871          |
| 0.4936        | 701.0  | 10515 | 6.3888          |
| 0.4936        | 702.0  | 10530 | 6.3072          |
| 0.4936        | 703.0  | 10545 | 6.1450          |
| 0.4936        | 704.0  | 10560 | 6.1558          |
| 0.4936        | 705.0  | 10575 | 6.1452          |
| 0.4936        | 706.0  | 10590 | 6.4158          |
| 0.4936        | 707.0  | 10605 | 6.3489          |
| 0.4936        | 708.0  | 10620 | 6.1679          |
| 0.4936        | 709.0  | 10635 | 6.0882          |
| 0.4936        | 710.0  | 10650 | 5.9836          |
| 0.4936        | 711.0  | 10665 | 5.9137          |
| 0.4936        | 712.0  | 10680 | 5.8774          |
| 0.4936        | 713.0  | 10695 | 5.7596          |
| 0.4936        | 714.0  | 10710 | 5.5635          |
| 0.4936        | 715.0  | 10725 | 5.7937          |
| 0.4936        | 716.0  | 10740 | 6.1723          |
| 0.4936        | 717.0  | 10755 | 6.0461          |
| 0.4936        | 718.0  | 10770 | 5.9488          |
| 0.4936        | 719.0  | 10785 | 6.0098          |
| 0.4936        | 720.0  | 10800 | 6.0702          |
| 0.4936        | 721.0  | 10815 | 6.1050          |
| 0.4936        | 722.0  | 10830 | 6.1260          |
| 0.4936        | 723.0  | 10845 | 6.1564          |
| 0.4936        | 724.0  | 10860 | 6.2207          |
| 0.4936        | 725.0  | 10875 | 6.2023          |
| 0.4936        | 726.0  | 10890 | 6.2748          |
| 0.4936        | 727.0  | 10905 | 6.1894          |
| 0.4936        | 728.0  | 10920 | 6.1923          |
| 0.4936        | 729.0  | 10935 | 6.1218          |
| 0.4936        | 730.0  | 10950 | 6.0842          |
| 0.4936        | 731.0  | 10965 | 6.0414          |
| 0.4936        | 732.0  | 10980 | 6.0101          |
| 0.4936        | 733.0  | 10995 | 5.9957          |
| 0.4917        | 734.0  | 11010 | 6.1289          |
| 0.4917        | 735.0  | 11025 | 6.3644          |
| 0.4917        | 736.0  | 11040 | 6.3737          |
| 0.4917        | 737.0  | 11055 | 6.2768          |
| 0.4917        | 738.0  | 11070 | 6.2383          |
| 0.4917        | 739.0  | 11085 | 6.2106          |
| 0.4917        | 740.0  | 11100 | 6.1895          |
| 0.4917        | 741.0  | 11115 | 6.1942          |
| 0.4917        | 742.0  | 11130 | 6.2724          |
| 0.4917        | 743.0  | 11145 | 6.4703          |
| 0.4917        | 744.0  | 11160 | 5.7816          |
| 0.4917        | 745.0  | 11175 | 5.6269          |
| 0.4917        | 746.0  | 11190 | 6.3962          |
| 0.4917        | 747.0  | 11205 | 6.9431          |
| 0.4917        | 748.0  | 11220 | 7.0928          |
| 0.4917        | 749.0  | 11235 | 7.0248          |
| 0.4917        | 750.0  | 11250 | 6.8022          |
| 0.4917        | 751.0  | 11265 | 6.6055          |
| 0.4917        | 752.0  | 11280 | 6.5920          |
| 0.4917        | 753.0  | 11295 | 6.6465          |
| 0.4917        | 754.0  | 11310 | 6.7159          |
| 0.4917        | 755.0  | 11325 | 6.6951          |
| 0.4917        | 756.0  | 11340 | 6.4832          |
| 0.4917        | 757.0  | 11355 | 6.4429          |
| 0.4917        | 758.0  | 11370 | 6.4378          |
| 0.4917        | 759.0  | 11385 | 6.3031          |
| 0.4917        | 760.0  | 11400 | 6.2580          |
| 0.4917        | 761.0  | 11415 | 6.3660          |
| 0.4917        | 762.0  | 11430 | 6.3474          |
| 0.4917        | 763.0  | 11445 | 6.2404          |
| 0.4917        | 764.0  | 11460 | 6.1534          |
| 0.4917        | 765.0  | 11475 | 6.1307          |
| 0.4917        | 766.0  | 11490 | 6.0740          |
| 0.4923        | 767.0  | 11505 | 6.1067          |
| 0.4923        | 768.0  | 11520 | 6.1468          |
| 0.4923        | 769.0  | 11535 | 6.2677          |
| 0.4923        | 770.0  | 11550 | 6.3347          |
| 0.4923        | 771.0  | 11565 | 6.2856          |
| 0.4923        | 772.0  | 11580 | 6.2454          |
| 0.4923        | 773.0  | 11595 | 6.2216          |
| 0.4923        | 774.0  | 11610 | 6.2772          |
| 0.4923        | 775.0  | 11625 | 6.4384          |
| 0.4923        | 776.0  | 11640 | 6.5719          |
| 0.4923        | 777.0  | 11655 | 6.6132          |
| 0.4923        | 778.0  | 11670 | 6.5350          |
| 0.4923        | 779.0  | 11685 | 6.3429          |
| 0.4923        | 780.0  | 11700 | 6.3001          |
| 0.4923        | 781.0  | 11715 | 6.2750          |
| 0.4923        | 782.0  | 11730 | 6.2047          |
| 0.4923        | 783.0  | 11745 | 6.1657          |
| 0.4923        | 784.0  | 11760 | 6.1693          |
| 0.4923        | 785.0  | 11775 | 6.2419          |
| 0.4923        | 786.0  | 11790 | 6.2810          |
| 0.4923        | 787.0  | 11805 | 6.2650          |
| 0.4923        | 788.0  | 11820 | 6.2431          |
| 0.4923        | 789.0  | 11835 | 6.2432          |
| 0.4923        | 790.0  | 11850 | 6.2258          |
| 0.4923        | 791.0  | 11865 | 6.2018          |
| 0.4923        | 792.0  | 11880 | 6.1440          |
| 0.4923        | 793.0  | 11895 | 6.1404          |
| 0.4923        | 794.0  | 11910 | 6.1390          |
| 0.4923        | 795.0  | 11925 | 6.2007          |
| 0.4923        | 796.0  | 11940 | 6.2388          |
| 0.4923        | 797.0  | 11955 | 6.1718          |
| 0.4923        | 798.0  | 11970 | 6.1438          |
| 0.4923        | 799.0  | 11985 | 6.1214          |
| 0.4935        | 800.0  | 12000 | 6.0769          |
| 0.4935        | 801.0  | 12015 | 6.1135          |
| 0.4935        | 802.0  | 12030 | 6.1658          |
| 0.4935        | 803.0  | 12045 | 6.1770          |
| 0.4935        | 804.0  | 12060 | 6.1327          |
| 0.4935        | 805.0  | 12075 | 6.1894          |
| 0.4935        | 806.0  | 12090 | 6.2435          |
| 0.4935        | 807.0  | 12105 | 6.2987          |
| 0.4935        | 808.0  | 12120 | 6.2444          |
| 0.4935        | 809.0  | 12135 | 6.1672          |
| 0.4935        | 810.0  | 12150 | 6.1688          |
| 0.4935        | 811.0  | 12165 | 6.1495          |
| 0.4935        | 812.0  | 12180 | 6.1384          |
| 0.4935        | 813.0  | 12195 | 6.0971          |
| 0.4935        | 814.0  | 12210 | 6.0498          |
| 0.4935        | 815.0  | 12225 | 6.0540          |
| 0.4935        | 816.0  | 12240 | 6.0394          |
| 0.4935        | 817.0  | 12255 | 6.0569          |
| 0.4935        | 818.0  | 12270 | 6.0643          |
| 0.4935        | 819.0  | 12285 | 6.0491          |
| 0.4935        | 820.0  | 12300 | 6.0609          |
| 0.4935        | 821.0  | 12315 | 6.0583          |
| 0.4935        | 822.0  | 12330 | 6.0340          |
| 0.4935        | 823.0  | 12345 | 6.0612          |
| 0.4935        | 824.0  | 12360 | 6.0936          |
| 0.4935        | 825.0  | 12375 | 6.1022          |
| 0.4935        | 826.0  | 12390 | 6.1650          |
| 0.4935        | 827.0  | 12405 | 6.1271          |
| 0.4935        | 828.0  | 12420 | 6.0297          |
| 0.4935        | 829.0  | 12435 | 5.9581          |
| 0.4935        | 830.0  | 12450 | 5.8903          |
| 0.4935        | 831.0  | 12465 | 5.8693          |
| 0.4935        | 832.0  | 12480 | 5.8643          |
| 0.4935        | 833.0  | 12495 | 6.0772          |
| 0.492         | 834.0  | 12510 | 6.1519          |
| 0.492         | 835.0  | 12525 | 6.0786          |
| 0.492         | 836.0  | 12540 | 6.0380          |
| 0.492         | 837.0  | 12555 | 6.0123          |
| 0.492         | 838.0  | 12570 | 6.1046          |
| 0.492         | 839.0  | 12585 | 6.1628          |
| 0.492         | 840.0  | 12600 | 6.2037          |
| 0.492         | 841.0  | 12615 | 6.2285          |
| 0.492         | 842.0  | 12630 | 6.2409          |
| 0.492         | 843.0  | 12645 | 6.2017          |
| 0.492         | 844.0  | 12660 | 6.0995          |
| 0.492         | 845.0  | 12675 | 6.0323          |
| 0.492         | 846.0  | 12690 | 5.9765          |
| 0.492         | 847.0  | 12705 | 5.9872          |
| 0.492         | 848.0  | 12720 | 6.0221          |
| 0.492         | 849.0  | 12735 | 6.0447          |
| 0.492         | 850.0  | 12750 | 6.0819          |
| 0.492         | 851.0  | 12765 | 6.1083          |
| 0.492         | 852.0  | 12780 | 6.1577          |
| 0.492         | 853.0  | 12795 | 6.1650          |
| 0.492         | 854.0  | 12810 | 6.1754          |
| 0.492         | 855.0  | 12825 | 6.1938          |
| 0.492         | 856.0  | 12840 | 6.1991          |
| 0.492         | 857.0  | 12855 | 6.1513          |
| 0.492         | 858.0  | 12870 | 6.0845          |
| 0.492         | 859.0  | 12885 | 6.0646          |
| 0.492         | 860.0  | 12900 | 6.1100          |
| 0.492         | 861.0  | 12915 | 6.0997          |
| 0.492         | 862.0  | 12930 | 6.0949          |
| 0.492         | 863.0  | 12945 | 6.1152          |
| 0.492         | 864.0  | 12960 | 6.1159          |
| 0.492         | 865.0  | 12975 | 6.1172          |
| 0.492         | 866.0  | 12990 | 6.1370          |
| 0.4931        | 867.0  | 13005 | 6.1358          |
| 0.4931        | 868.0  | 13020 | 6.1735          |
| 0.4931        | 869.0  | 13035 | 6.2057          |
| 0.4931        | 870.0  | 13050 | 6.1949          |
| 0.4931        | 871.0  | 13065 | 6.1936          |
| 0.4931        | 872.0  | 13080 | 6.2116          |
| 0.4931        | 873.0  | 13095 | 6.2387          |
| 0.4931        | 874.0  | 13110 | 6.2233          |
| 0.4931        | 875.0  | 13125 | 6.1966          |
| 0.4931        | 876.0  | 13140 | 6.1461          |
| 0.4931        | 877.0  | 13155 | 6.1259          |
| 0.4931        | 878.0  | 13170 | 6.1464          |
| 0.4931        | 879.0  | 13185 | 6.1624          |
| 0.4931        | 880.0  | 13200 | 6.1962          |
| 0.4931        | 881.0  | 13215 | 6.2031          |
| 0.4931        | 882.0  | 13230 | 6.1850          |
| 0.4931        | 883.0  | 13245 | 6.1712          |
| 0.4931        | 884.0  | 13260 | 6.1497          |
| 0.4931        | 885.0  | 13275 | 6.1608          |
| 0.4931        | 886.0  | 13290 | 6.1395          |
| 0.4931        | 887.0  | 13305 | 6.1212          |
| 0.4931        | 888.0  | 13320 | 6.1224          |
| 0.4931        | 889.0  | 13335 | 6.0558          |
| 0.4931        | 890.0  | 13350 | 6.0313          |
| 0.4931        | 891.0  | 13365 | 6.0491          |
| 0.4931        | 892.0  | 13380 | 6.0563          |
| 0.4931        | 893.0  | 13395 | 6.0682          |
| 0.4931        | 894.0  | 13410 | 6.1043          |
| 0.4931        | 895.0  | 13425 | 6.0705          |
| 0.4931        | 896.0  | 13440 | 6.0471          |
| 0.4931        | 897.0  | 13455 | 6.0262          |
| 0.4931        | 898.0  | 13470 | 6.0307          |
| 0.4931        | 899.0  | 13485 | 6.0246          |
| 0.4934        | 900.0  | 13500 | 6.0273          |
| 0.4934        | 901.0  | 13515 | 5.8997          |
| 0.4934        | 902.0  | 13530 | 5.8664          |
| 0.4934        | 903.0  | 13545 | 5.9090          |
| 0.4934        | 904.0  | 13560 | 5.8492          |
| 0.4934        | 905.0  | 13575 | 5.8762          |
| 0.4934        | 906.0  | 13590 | 5.9767          |
| 0.4934        | 907.0  | 13605 | 6.0489          |
| 0.4934        | 908.0  | 13620 | 6.0568          |
| 0.4934        | 909.0  | 13635 | 6.0186          |
| 0.4934        | 910.0  | 13650 | 6.0201          |
| 0.4934        | 911.0  | 13665 | 6.0441          |
| 0.4934        | 912.0  | 13680 | 6.0506          |
| 0.4934        | 913.0  | 13695 | 6.0810          |
| 0.4934        | 914.0  | 13710 | 6.0610          |
| 0.4934        | 915.0  | 13725 | 6.0537          |
| 0.4934        | 916.0  | 13740 | 6.0610          |
| 0.4934        | 917.0  | 13755 | 6.0624          |
| 0.4934        | 918.0  | 13770 | 6.1961          |
| 0.4934        | 919.0  | 13785 | 6.2162          |
| 0.4934        | 920.0  | 13800 | 6.1777          |
| 0.4934        | 921.0  | 13815 | 6.1869          |
| 0.4934        | 922.0  | 13830 | 6.1959          |
| 0.4934        | 923.0  | 13845 | 6.1879          |
| 0.4934        | 924.0  | 13860 | 6.1897          |
| 0.4934        | 925.0  | 13875 | 6.1866          |
| 0.4934        | 926.0  | 13890 | 6.2063          |
| 0.4934        | 927.0  | 13905 | 6.1762          |
| 0.4934        | 928.0  | 13920 | 6.1505          |
| 0.4934        | 929.0  | 13935 | 6.1540          |
| 0.4934        | 930.0  | 13950 | 6.1450          |
| 0.4934        | 931.0  | 13965 | 6.1159          |
| 0.4934        | 932.0  | 13980 | 6.0974          |
| 0.4934        | 933.0  | 13995 | 6.0841          |
| 0.493         | 934.0  | 14010 | 6.0517          |
| 0.493         | 935.0  | 14025 | 6.0592          |
| 0.493         | 936.0  | 14040 | 6.1202          |
| 0.493         | 937.0  | 14055 | 6.2054          |
| 0.493         | 938.0  | 14070 | 6.0649          |
| 0.493         | 939.0  | 14085 | 6.0965          |
| 0.493         | 940.0  | 14100 | 6.1330          |
| 0.493         | 941.0  | 14115 | 6.1482          |
| 0.493         | 942.0  | 14130 | 6.1395          |
| 0.493         | 943.0  | 14145 | 6.1300          |
| 0.493         | 944.0  | 14160 | 6.1502          |
| 0.493         | 945.0  | 14175 | 6.1676          |
| 0.493         | 946.0  | 14190 | 6.1755          |
| 0.493         | 947.0  | 14205 | 6.1843          |
| 0.493         | 948.0  | 14220 | 6.1804          |
| 0.493         | 949.0  | 14235 | 6.1887          |
| 0.493         | 950.0  | 14250 | 6.1753          |
| 0.493         | 951.0  | 14265 | 6.1592          |
| 0.493         | 952.0  | 14280 | 6.1632          |
| 0.493         | 953.0  | 14295 | 6.1543          |
| 0.493         | 954.0  | 14310 | 6.1456          |
| 0.493         | 955.0  | 14325 | 6.1337          |
| 0.493         | 956.0  | 14340 | 6.1365          |
| 0.493         | 957.0  | 14355 | 6.1428          |
| 0.493         | 958.0  | 14370 | 6.1398          |
| 0.493         | 959.0  | 14385 | 6.1532          |
| 0.493         | 960.0  | 14400 | 6.1647          |
| 0.493         | 961.0  | 14415 | 6.1766          |
| 0.493         | 962.0  | 14430 | 6.1707          |
| 0.493         | 963.0  | 14445 | 6.1755          |
| 0.493         | 964.0  | 14460 | 6.2011          |
| 0.493         | 965.0  | 14475 | 6.1982          |
| 0.493         | 966.0  | 14490 | 6.1905          |
| 0.4928        | 967.0  | 14505 | 6.1771          |
| 0.4928        | 968.0  | 14520 | 6.1750          |
| 0.4928        | 969.0  | 14535 | 6.1667          |
| 0.4928        | 970.0  | 14550 | 6.1648          |
| 0.4928        | 971.0  | 14565 | 6.1694          |
| 0.4928        | 972.0  | 14580 | 6.1655          |
| 0.4928        | 973.0  | 14595 | 6.1621          |
| 0.4928        | 974.0  | 14610 | 6.1627          |
| 0.4928        | 975.0  | 14625 | 6.1310          |
| 0.4928        | 976.0  | 14640 | 6.1053          |
| 0.4928        | 977.0  | 14655 | 6.1005          |
| 0.4928        | 978.0  | 14670 | 6.1062          |
| 0.4928        | 979.0  | 14685 | 6.1128          |
| 0.4928        | 980.0  | 14700 | 6.1182          |
| 0.4928        | 981.0  | 14715 | 6.1219          |
| 0.4928        | 982.0  | 14730 | 6.1211          |
| 0.4928        | 983.0  | 14745 | 6.1231          |
| 0.4928        | 984.0  | 14760 | 6.1125          |
| 0.4928        | 985.0  | 14775 | 6.1062          |
| 0.4928        | 986.0  | 14790 | 6.1035          |
| 0.4928        | 987.0  | 14805 | 6.1000          |
| 0.4928        | 988.0  | 14820 | 6.1014          |
| 0.4928        | 989.0  | 14835 | 6.0975          |
| 0.4928        | 990.0  | 14850 | 6.0976          |
| 0.4928        | 991.0  | 14865 | 6.0953          |
| 0.4928        | 992.0  | 14880 | 6.0926          |
| 0.4928        | 993.0  | 14895 | 6.0896          |
| 0.4928        | 994.0  | 14910 | 6.0883          |
| 0.4928        | 995.0  | 14925 | 6.0889          |
| 0.4928        | 996.0  | 14940 | 6.0887          |
| 0.4928        | 997.0  | 14955 | 6.0894          |
| 0.4928        | 998.0  | 14970 | 6.0892          |
| 0.4928        | 999.0  | 14985 | 6.0904          |
| 0.4942        | 1000.0 | 15000 | 6.0905          |


### Framework versions

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