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
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