--- tags: - generated_from_trainer model-index: - name: GQA_RoBERTa_legal_SQuAD_complete_augmented_1000 results: [] --- # GQA_RoBERTa_legal_SQuAD_complete_augmented_1000 This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set: - Loss: 1.2040 ## 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: 128 - 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 | 4 | 3.7757 | | No log | 2.0 | 8 | 3.1210 | | No log | 3.0 | 12 | 2.7424 | | No log | 4.0 | 16 | 2.3990 | | No log | 5.0 | 20 | 2.0583 | | No log | 6.0 | 24 | 1.9699 | | No log | 7.0 | 28 | 1.6942 | | No log | 8.0 | 32 | 1.5022 | | No log | 9.0 | 36 | 1.4585 | | No log | 10.0 | 40 | 1.1937 | | No log | 11.0 | 44 | 1.1496 | | No log | 12.0 | 48 | 0.9856 | | No log | 13.0 | 52 | 0.9389 | | No log | 14.0 | 56 | 0.9621 | | No log | 15.0 | 60 | 0.8580 | | No log | 16.0 | 64 | 0.8093 | | No log | 17.0 | 68 | 0.7783 | | No log | 18.0 | 72 | 0.7656 | | No log | 19.0 | 76 | 0.7793 | | No log | 20.0 | 80 | 0.7327 | | No log | 21.0 | 84 | 0.7109 | | No log | 22.0 | 88 | 0.7120 | | No log | 23.0 | 92 | 0.7099 | | No log | 24.0 | 96 | 0.7191 | | No log | 25.0 | 100 | 0.7350 | | No log | 26.0 | 104 | 0.7634 | | No log | 27.0 | 108 | 0.7498 | | No log | 28.0 | 112 | 0.7353 | | No log | 29.0 | 116 | 0.7319 | | No log | 30.0 | 120 | 0.7603 | | No log | 31.0 | 124 | 0.7701 | | No log | 32.0 | 128 | 0.7818 | | No log | 33.0 | 132 | 0.7904 | | No log | 34.0 | 136 | 0.7580 | | No log | 35.0 | 140 | 0.7640 | | No log | 36.0 | 144 | 0.7558 | | No log | 37.0 | 148 | 0.7470 | | No log | 38.0 | 152 | 0.7730 | | No log | 39.0 | 156 | 0.7450 | | No log | 40.0 | 160 | 0.7516 | | No log | 41.0 | 164 | 0.7475 | | No log | 42.0 | 168 | 0.7306 | | No log | 43.0 | 172 | 0.7488 | | No log | 44.0 | 176 | 0.7604 | | No log | 45.0 | 180 | 0.8035 | | No log | 46.0 | 184 | 0.7837 | | No log | 47.0 | 188 | 0.7307 | | No log | 48.0 | 192 | 0.6987 | | No log | 49.0 | 196 | 0.7281 | | No log | 50.0 | 200 | 0.7453 | | No log | 51.0 | 204 | 0.7811 | | No log | 52.0 | 208 | 0.7951 | | No log | 53.0 | 212 | 0.7833 | | No log | 54.0 | 216 | 0.7961 | | No log | 55.0 | 220 | 0.8255 | | No log | 56.0 | 224 | 0.8038 | | No log | 57.0 | 228 | 0.8384 | | No log | 58.0 | 232 | 0.8412 | | No log | 59.0 | 236 | 0.8206 | | No log | 60.0 | 240 | 0.8224 | | No log | 61.0 | 244 | 0.8638 | | No log | 62.0 | 248 | 0.9014 | | No log | 63.0 | 252 | 0.9255 | | No log | 64.0 | 256 | 0.9019 | | No log | 65.0 | 260 | 0.8741 | | No log | 66.0 | 264 | 0.8442 | | No log | 67.0 | 268 | 0.8526 | | No log | 68.0 | 272 | 0.8702 | | No log | 69.0 | 276 | 0.9321 | | No log | 70.0 | 280 | 0.9450 | | No log | 71.0 | 284 | 0.8868 | | No log | 72.0 | 288 | 0.8622 | | No log | 73.0 | 292 | 0.8586 | | No log | 74.0 | 296 | 0.8935 | | No log | 75.0 | 300 | 0.9010 | | No log | 76.0 | 304 | 0.8703 | | No log | 77.0 | 308 | 0.8726 | | No log | 78.0 | 312 | 0.9113 | | No log | 79.0 | 316 | 0.9175 | | No log | 80.0 | 320 | 0.9173 | | No log | 81.0 | 324 | 0.9550 | | No log | 82.0 | 328 | 0.9649 | | No log | 83.0 | 332 | 0.9917 | | No log | 84.0 | 336 | 0.9783 | | No log | 85.0 | 340 | 0.9558 | | No log | 86.0 | 344 | 0.9425 | | No log | 87.0 | 348 | 0.9323 | | No log | 88.0 | 352 | 0.9471 | | No log | 89.0 | 356 | 0.9749 | | No log | 90.0 | 360 | 0.9638 | | No log | 91.0 | 364 | 0.9881 | | No log | 92.0 | 368 | 0.9697 | | No log | 93.0 | 372 | 0.9189 | | No log | 94.0 | 376 | 0.9036 | | No log | 95.0 | 380 | 0.8745 | | No log | 96.0 | 384 | 0.8811 | | No log | 97.0 | 388 | 0.8967 | | No log | 98.0 | 392 | 0.9032 | | No log | 99.0 | 396 | 0.9201 | | No log | 100.0 | 400 | 0.9524 | | No log | 101.0 | 404 | 0.9983 | | No log | 102.0 | 408 | 0.9742 | | No log | 103.0 | 412 | 0.9834 | | No log | 104.0 | 416 | 0.9480 | | No log | 105.0 | 420 | 0.9367 | | No log | 106.0 | 424 | 0.9340 | | No log | 107.0 | 428 | 0.9454 | | No log | 108.0 | 432 | 0.9553 | | No log | 109.0 | 436 | 0.9694 | | No log | 110.0 | 440 | 0.9696 | | No log | 111.0 | 444 | 0.9280 | | No log | 112.0 | 448 | 0.9166 | | No log | 113.0 | 452 | 0.9406 | | No log | 114.0 | 456 | 0.9372 | | No log | 115.0 | 460 | 0.9147 | | No log | 116.0 | 464 | 0.9267 | | No log | 117.0 | 468 | 0.9665 | | No log | 118.0 | 472 | 1.0231 | | No log | 119.0 | 476 | 1.0291 | | No log | 120.0 | 480 | 0.9973 | | No log | 121.0 | 484 | 0.9516 | | No log | 122.0 | 488 | 0.9134 | | No log | 123.0 | 492 | 0.8852 | | No log | 124.0 | 496 | 0.8535 | | 0.9595 | 125.0 | 500 | 0.9003 | | 0.9595 | 126.0 | 504 | 0.9523 | | 0.9595 | 127.0 | 508 | 0.9925 | | 0.9595 | 128.0 | 512 | 0.9736 | | 0.9595 | 129.0 | 516 | 0.9584 | | 0.9595 | 130.0 | 520 | 0.9625 | | 0.9595 | 131.0 | 524 | 0.9533 | | 0.9595 | 132.0 | 528 | 0.9774 | | 0.9595 | 133.0 | 532 | 0.9898 | | 0.9595 | 134.0 | 536 | 0.9657 | | 0.9595 | 135.0 | 540 | 0.9627 | | 0.9595 | 136.0 | 544 | 1.0049 | | 0.9595 | 137.0 | 548 | 1.0241 | | 0.9595 | 138.0 | 552 | 1.0184 | | 0.9595 | 139.0 | 556 | 1.0387 | | 0.9595 | 140.0 | 560 | 1.0528 | | 0.9595 | 141.0 | 564 | 1.0510 | | 0.9595 | 142.0 | 568 | 1.0153 | | 0.9595 | 143.0 | 572 | 0.9628 | | 0.9595 | 144.0 | 576 | 0.9999 | | 0.9595 | 145.0 | 580 | 1.0139 | | 0.9595 | 146.0 | 584 | 1.0149 | | 0.9595 | 147.0 | 588 | 1.0016 | | 0.9595 | 148.0 | 592 | 0.9516 | | 0.9595 | 149.0 | 596 | 0.9290 | | 0.9595 | 150.0 | 600 | 0.9084 | | 0.9595 | 151.0 | 604 | 0.8736 | | 0.9595 | 152.0 | 608 | 0.8832 | | 0.9595 | 153.0 | 612 | 0.9093 | | 0.9595 | 154.0 | 616 | 0.9489 | | 0.9595 | 155.0 | 620 | 0.9548 | | 0.9595 | 156.0 | 624 | 0.8944 | | 0.9595 | 157.0 | 628 | 0.8681 | | 0.9595 | 158.0 | 632 | 0.8733 | | 0.9595 | 159.0 | 636 | 0.8852 | | 0.9595 | 160.0 | 640 | 0.9133 | | 0.9595 | 161.0 | 644 | 0.8900 | | 0.9595 | 162.0 | 648 | 0.8863 | | 0.9595 | 163.0 | 652 | 0.8928 | | 0.9595 | 164.0 | 656 | 0.8959 | | 0.9595 | 165.0 | 660 | 0.9163 | | 0.9595 | 166.0 | 664 | 0.9739 | | 0.9595 | 167.0 | 668 | 1.0204 | | 0.9595 | 168.0 | 672 | 1.0059 | | 0.9595 | 169.0 | 676 | 0.9578 | | 0.9595 | 170.0 | 680 | 0.9313 | | 0.9595 | 171.0 | 684 | 0.9084 | | 0.9595 | 172.0 | 688 | 0.9836 | | 0.9595 | 173.0 | 692 | 1.0601 | | 0.9595 | 174.0 | 696 | 1.0884 | | 0.9595 | 175.0 | 700 | 1.0779 | | 0.9595 | 176.0 | 704 | 1.0599 | | 0.9595 | 177.0 | 708 | 1.0422 | | 0.9595 | 178.0 | 712 | 1.0271 | | 0.9595 | 179.0 | 716 | 1.0100 | | 0.9595 | 180.0 | 720 | 0.9945 | | 0.9595 | 181.0 | 724 | 1.0018 | | 0.9595 | 182.0 | 728 | 1.0234 | | 0.9595 | 183.0 | 732 | 1.0380 | | 0.9595 | 184.0 | 736 | 1.0525 | | 0.9595 | 185.0 | 740 | 1.0420 | | 0.9595 | 186.0 | 744 | 1.0325 | | 0.9595 | 187.0 | 748 | 1.0125 | | 0.9595 | 188.0 | 752 | 0.9891 | | 0.9595 | 189.0 | 756 | 0.9515 | | 0.9595 | 190.0 | 760 | 0.9495 | | 0.9595 | 191.0 | 764 | 0.9642 | | 0.9595 | 192.0 | 768 | 0.9876 | | 0.9595 | 193.0 | 772 | 0.9985 | | 0.9595 | 194.0 | 776 | 1.0227 | | 0.9595 | 195.0 | 780 | 1.0730 | | 0.9595 | 196.0 | 784 | 1.0871 | | 0.9595 | 197.0 | 788 | 1.0918 | | 0.9595 | 198.0 | 792 | 1.1092 | | 0.9595 | 199.0 | 796 | 1.0989 | | 0.9595 | 200.0 | 800 | 1.0992 | | 0.9595 | 201.0 | 804 | 1.1034 | | 0.9595 | 202.0 | 808 | 1.0881 | | 0.9595 | 203.0 | 812 | 1.0707 | | 0.9595 | 204.0 | 816 | 1.0777 | | 0.9595 | 205.0 | 820 | 1.0758 | | 0.9595 | 206.0 | 824 | 1.0684 | | 0.9595 | 207.0 | 828 | 1.0629 | | 0.9595 | 208.0 | 832 | 1.0659 | | 0.9595 | 209.0 | 836 | 1.0585 | | 0.9595 | 210.0 | 840 | 1.0132 | | 0.9595 | 211.0 | 844 | 0.9791 | | 0.9595 | 212.0 | 848 | 0.9761 | | 0.9595 | 213.0 | 852 | 1.0348 | | 0.9595 | 214.0 | 856 | 1.0910 | | 0.9595 | 215.0 | 860 | 1.1354 | | 0.9595 | 216.0 | 864 | 1.1348 | | 0.9595 | 217.0 | 868 | 1.0884 | | 0.9595 | 218.0 | 872 | 1.0430 | | 0.9595 | 219.0 | 876 | 1.0202 | | 0.9595 | 220.0 | 880 | 1.0097 | | 0.9595 | 221.0 | 884 | 1.0151 | | 0.9595 | 222.0 | 888 | 1.0096 | | 0.9595 | 223.0 | 892 | 1.0302 | | 0.9595 | 224.0 | 896 | 1.0635 | | 0.9595 | 225.0 | 900 | 1.0611 | | 0.9595 | 226.0 | 904 | 1.0548 | | 0.9595 | 227.0 | 908 | 1.1173 | | 0.9595 | 228.0 | 912 | 1.1561 | | 0.9595 | 229.0 | 916 | 1.1550 | | 0.9595 | 230.0 | 920 | 1.0254 | | 0.9595 | 231.0 | 924 | 0.9364 | | 0.9595 | 232.0 | 928 | 0.9316 | | 0.9595 | 233.0 | 932 | 0.9717 | | 0.9595 | 234.0 | 936 | 1.0406 | | 0.9595 | 235.0 | 940 | 1.0643 | | 0.9595 | 236.0 | 944 | 1.1092 | | 0.9595 | 237.0 | 948 | 1.1197 | | 0.9595 | 238.0 | 952 | 1.1270 | | 0.9595 | 239.0 | 956 | 1.1300 | | 0.9595 | 240.0 | 960 | 1.0921 | | 0.9595 | 241.0 | 964 | 1.0446 | | 0.9595 | 242.0 | 968 | 1.0234 | | 0.9595 | 243.0 | 972 | 1.0067 | | 0.9595 | 244.0 | 976 | 1.0324 | | 0.9595 | 245.0 | 980 | 1.0434 | | 0.9595 | 246.0 | 984 | 1.0502 | | 0.9595 | 247.0 | 988 | 1.0618 | | 0.9595 | 248.0 | 992 | 1.1352 | | 0.9595 | 249.0 | 996 | 1.1672 | | 0.4061 | 250.0 | 1000 | 1.1700 | | 0.4061 | 251.0 | 1004 | 1.1416 | | 0.4061 | 252.0 | 1008 | 1.1198 | | 0.4061 | 253.0 | 1012 | 1.1226 | | 0.4061 | 254.0 | 1016 | 1.1220 | | 0.4061 | 255.0 | 1020 | 1.1317 | | 0.4061 | 256.0 | 1024 | 1.1390 | | 0.4061 | 257.0 | 1028 | 1.1069 | | 0.4061 | 258.0 | 1032 | 1.0700 | | 0.4061 | 259.0 | 1036 | 1.0657 | | 0.4061 | 260.0 | 1040 | 1.0839 | | 0.4061 | 261.0 | 1044 | 1.1030 | | 0.4061 | 262.0 | 1048 | 1.1005 | | 0.4061 | 263.0 | 1052 | 1.0882 | | 0.4061 | 264.0 | 1056 | 1.0740 | | 0.4061 | 265.0 | 1060 | 1.0710 | | 0.4061 | 266.0 | 1064 | 1.0775 | | 0.4061 | 267.0 | 1068 | 1.0908 | | 0.4061 | 268.0 | 1072 | 1.1077 | | 0.4061 | 269.0 | 1076 | 1.1204 | | 0.4061 | 270.0 | 1080 | 1.1259 | | 0.4061 | 271.0 | 1084 | 1.1208 | | 0.4061 | 272.0 | 1088 | 1.1004 | | 0.4061 | 273.0 | 1092 | 1.0761 | | 0.4061 | 274.0 | 1096 | 1.0683 | | 0.4061 | 275.0 | 1100 | 1.0663 | | 0.4061 | 276.0 | 1104 | 1.0627 | | 0.4061 | 277.0 | 1108 | 1.1069 | | 0.4061 | 278.0 | 1112 | 1.1032 | | 0.4061 | 279.0 | 1116 | 1.0401 | | 0.4061 | 280.0 | 1120 | 1.0408 | | 0.4061 | 281.0 | 1124 | 1.1004 | | 0.4061 | 282.0 | 1128 | 1.1623 | | 0.4061 | 283.0 | 1132 | 1.1512 | | 0.4061 | 284.0 | 1136 | 1.1242 | | 0.4061 | 285.0 | 1140 | 1.0919 | | 0.4061 | 286.0 | 1144 | 1.0818 | | 0.4061 | 287.0 | 1148 | 1.0703 | | 0.4061 | 288.0 | 1152 | 1.0501 | | 0.4061 | 289.0 | 1156 | 1.0347 | | 0.4061 | 290.0 | 1160 | 1.0299 | | 0.4061 | 291.0 | 1164 | 1.0641 | | 0.4061 | 292.0 | 1168 | 1.0679 | | 0.4061 | 293.0 | 1172 | 1.0680 | | 0.4061 | 294.0 | 1176 | 1.1041 | | 0.4061 | 295.0 | 1180 | 1.1802 | | 0.4061 | 296.0 | 1184 | 1.1971 | | 0.4061 | 297.0 | 1188 | 1.1793 | | 0.4061 | 298.0 | 1192 | 1.1459 | | 0.4061 | 299.0 | 1196 | 1.1035 | | 0.4061 | 300.0 | 1200 | 1.0577 | | 0.4061 | 301.0 | 1204 | 1.0544 | | 0.4061 | 302.0 | 1208 | 1.0737 | | 0.4061 | 303.0 | 1212 | 1.0819 | | 0.4061 | 304.0 | 1216 | 1.0899 | | 0.4061 | 305.0 | 1220 | 1.0885 | | 0.4061 | 306.0 | 1224 | 1.0755 | | 0.4061 | 307.0 | 1228 | 1.0139 | | 0.4061 | 308.0 | 1232 | 0.9849 | | 0.4061 | 309.0 | 1236 | 0.9781 | | 0.4061 | 310.0 | 1240 | 0.9953 | | 0.4061 | 311.0 | 1244 | 1.0138 | | 0.4061 | 312.0 | 1248 | 1.0119 | | 0.4061 | 313.0 | 1252 | 1.0704 | | 0.4061 | 314.0 | 1256 | 1.1161 | | 0.4061 | 315.0 | 1260 | 1.1500 | | 0.4061 | 316.0 | 1264 | 1.1862 | | 0.4061 | 317.0 | 1268 | 1.1833 | | 0.4061 | 318.0 | 1272 | 1.1706 | | 0.4061 | 319.0 | 1276 | 1.1517 | | 0.4061 | 320.0 | 1280 | 1.1309 | | 0.4061 | 321.0 | 1284 | 1.0936 | | 0.4061 | 322.0 | 1288 | 1.0957 | | 0.4061 | 323.0 | 1292 | 1.1080 | | 0.4061 | 324.0 | 1296 | 1.1087 | | 0.4061 | 325.0 | 1300 | 1.1314 | | 0.4061 | 326.0 | 1304 | 1.1757 | | 0.4061 | 327.0 | 1308 | 1.1896 | | 0.4061 | 328.0 | 1312 | 1.1742 | | 0.4061 | 329.0 | 1316 | 1.1661 | | 0.4061 | 330.0 | 1320 | 1.1675 | | 0.4061 | 331.0 | 1324 | 1.1691 | | 0.4061 | 332.0 | 1328 | 1.1715 | | 0.4061 | 333.0 | 1332 | 1.1513 | | 0.4061 | 334.0 | 1336 | 1.1347 | | 0.4061 | 335.0 | 1340 | 1.1386 | | 0.4061 | 336.0 | 1344 | 1.1587 | | 0.4061 | 337.0 | 1348 | 1.1739 | | 0.4061 | 338.0 | 1352 | 1.1790 | | 0.4061 | 339.0 | 1356 | 1.1615 | | 0.4061 | 340.0 | 1360 | 1.1484 | | 0.4061 | 341.0 | 1364 | 1.1376 | | 0.4061 | 342.0 | 1368 | 1.1258 | | 0.4061 | 343.0 | 1372 | 1.1142 | | 0.4061 | 344.0 | 1376 | 1.1062 | | 0.4061 | 345.0 | 1380 | 1.0986 | | 0.4061 | 346.0 | 1384 | 1.0905 | | 0.4061 | 347.0 | 1388 | 1.0776 | | 0.4061 | 348.0 | 1392 | 1.0687 | | 0.4061 | 349.0 | 1396 | 1.0865 | | 0.4061 | 350.0 | 1400 | 1.0822 | | 0.4061 | 351.0 | 1404 | 1.0831 | | 0.4061 | 352.0 | 1408 | 1.0914 | | 0.4061 | 353.0 | 1412 | 1.1018 | | 0.4061 | 354.0 | 1416 | 1.1078 | | 0.4061 | 355.0 | 1420 | 1.1190 | | 0.4061 | 356.0 | 1424 | 1.1374 | | 0.4061 | 357.0 | 1428 | 1.1534 | | 0.4061 | 358.0 | 1432 | 1.2011 | | 0.4061 | 359.0 | 1436 | 1.2166 | | 0.4061 | 360.0 | 1440 | 1.2168 | | 0.4061 | 361.0 | 1444 | 1.2144 | | 0.4061 | 362.0 | 1448 | 1.1989 | | 0.4061 | 363.0 | 1452 | 1.1832 | | 0.4061 | 364.0 | 1456 | 1.1531 | | 0.4061 | 365.0 | 1460 | 1.1422 | | 0.4061 | 366.0 | 1464 | 1.1279 | | 0.4061 | 367.0 | 1468 | 1.1210 | | 0.4061 | 368.0 | 1472 | 1.1114 | | 0.4061 | 369.0 | 1476 | 1.1034 | | 0.4061 | 370.0 | 1480 | 1.0998 | | 0.4061 | 371.0 | 1484 | 1.1009 | | 0.4061 | 372.0 | 1488 | 1.1048 | | 0.4061 | 373.0 | 1492 | 1.1002 | | 0.4061 | 374.0 | 1496 | 1.0920 | | 0.4027 | 375.0 | 1500 | 1.0851 | | 0.4027 | 376.0 | 1504 | 1.0787 | | 0.4027 | 377.0 | 1508 | 1.0733 | | 0.4027 | 378.0 | 1512 | 1.0695 | | 0.4027 | 379.0 | 1516 | 1.0686 | | 0.4027 | 380.0 | 1520 | 1.0687 | | 0.4027 | 381.0 | 1524 | 1.0757 | | 0.4027 | 382.0 | 1528 | 1.1245 | | 0.4027 | 383.0 | 1532 | 1.1659 | | 0.4027 | 384.0 | 1536 | 1.1729 | | 0.4027 | 385.0 | 1540 | 1.1401 | | 0.4027 | 386.0 | 1544 | 1.1316 | | 0.4027 | 387.0 | 1548 | 1.1445 | | 0.4027 | 388.0 | 1552 | 1.1504 | | 0.4027 | 389.0 | 1556 | 1.1461 | | 0.4027 | 390.0 | 1560 | 1.1450 | | 0.4027 | 391.0 | 1564 | 1.1428 | | 0.4027 | 392.0 | 1568 | 1.1392 | | 0.4027 | 393.0 | 1572 | 1.1304 | | 0.4027 | 394.0 | 1576 | 1.1038 | | 0.4027 | 395.0 | 1580 | 1.0931 | | 0.4027 | 396.0 | 1584 | 1.0837 | | 0.4027 | 397.0 | 1588 | 1.0824 | | 0.4027 | 398.0 | 1592 | 1.0808 | | 0.4027 | 399.0 | 1596 | 1.0819 | | 0.4027 | 400.0 | 1600 | 1.0794 | | 0.4027 | 401.0 | 1604 | 1.0887 | | 0.4027 | 402.0 | 1608 | 1.0771 | | 0.4027 | 403.0 | 1612 | 1.1094 | | 0.4027 | 404.0 | 1616 | 1.1436 | | 0.4027 | 405.0 | 1620 | 1.1654 | | 0.4027 | 406.0 | 1624 | 1.1661 | | 0.4027 | 407.0 | 1628 | 1.1561 | | 0.4027 | 408.0 | 1632 | 1.1425 | | 0.4027 | 409.0 | 1636 | 1.1329 | | 0.4027 | 410.0 | 1640 | 1.1031 | | 0.4027 | 411.0 | 1644 | 1.0969 | | 0.4027 | 412.0 | 1648 | 1.1374 | | 0.4027 | 413.0 | 1652 | 1.2151 | | 0.4027 | 414.0 | 1656 | 1.2531 | | 0.4027 | 415.0 | 1660 | 1.2576 | | 0.4027 | 416.0 | 1664 | 1.2520 | | 0.4027 | 417.0 | 1668 | 1.2261 | | 0.4027 | 418.0 | 1672 | 1.1952 | | 0.4027 | 419.0 | 1676 | 1.1627 | | 0.4027 | 420.0 | 1680 | 1.1412 | | 0.4027 | 421.0 | 1684 | 1.1316 | | 0.4027 | 422.0 | 1688 | 1.1335 | | 0.4027 | 423.0 | 1692 | 1.1366 | | 0.4027 | 424.0 | 1696 | 1.1405 | | 0.4027 | 425.0 | 1700 | 1.1503 | | 0.4027 | 426.0 | 1704 | 1.1579 | | 0.4027 | 427.0 | 1708 | 1.1629 | | 0.4027 | 428.0 | 1712 | 1.1647 | | 0.4027 | 429.0 | 1716 | 1.1752 | | 0.4027 | 430.0 | 1720 | 1.2149 | | 0.4027 | 431.0 | 1724 | 1.2361 | | 0.4027 | 432.0 | 1728 | 1.2406 | | 0.4027 | 433.0 | 1732 | 1.2271 | | 0.4027 | 434.0 | 1736 | 1.2130 | | 0.4027 | 435.0 | 1740 | 1.2011 | | 0.4027 | 436.0 | 1744 | 1.1930 | | 0.4027 | 437.0 | 1748 | 1.1895 | | 0.4027 | 438.0 | 1752 | 1.1903 | | 0.4027 | 439.0 | 1756 | 1.1907 | | 0.4027 | 440.0 | 1760 | 1.1871 | | 0.4027 | 441.0 | 1764 | 1.1850 | | 0.4027 | 442.0 | 1768 | 1.1835 | | 0.4027 | 443.0 | 1772 | 1.1841 | | 0.4027 | 444.0 | 1776 | 1.1790 | | 0.4027 | 445.0 | 1780 | 1.1860 | | 0.4027 | 446.0 | 1784 | 1.1998 | | 0.4027 | 447.0 | 1788 | 1.2106 | | 0.4027 | 448.0 | 1792 | 1.2091 | | 0.4027 | 449.0 | 1796 | 1.2059 | | 0.4027 | 450.0 | 1800 | 1.2032 | | 0.4027 | 451.0 | 1804 | 1.2225 | | 0.4027 | 452.0 | 1808 | 1.2336 | | 0.4027 | 453.0 | 1812 | 1.2409 | | 0.4027 | 454.0 | 1816 | 1.2450 | | 0.4027 | 455.0 | 1820 | 1.2479 | | 0.4027 | 456.0 | 1824 | 1.2373 | | 0.4027 | 457.0 | 1828 | 1.2258 | | 0.4027 | 458.0 | 1832 | 1.2178 | | 0.4027 | 459.0 | 1836 | 1.2142 | | 0.4027 | 460.0 | 1840 | 1.2237 | | 0.4027 | 461.0 | 1844 | 1.2365 | | 0.4027 | 462.0 | 1848 | 1.2448 | | 0.4027 | 463.0 | 1852 | 1.2462 | | 0.4027 | 464.0 | 1856 | 1.2458 | | 0.4027 | 465.0 | 1860 | 1.2426 | | 0.4027 | 466.0 | 1864 | 1.2366 | | 0.4027 | 467.0 | 1868 | 1.2280 | | 0.4027 | 468.0 | 1872 | 1.2097 | | 0.4027 | 469.0 | 1876 | 1.1996 | | 0.4027 | 470.0 | 1880 | 1.1970 | | 0.4027 | 471.0 | 1884 | 1.1946 | | 0.4027 | 472.0 | 1888 | 1.1921 | | 0.4027 | 473.0 | 1892 | 1.1885 | | 0.4027 | 474.0 | 1896 | 1.1959 | | 0.4027 | 475.0 | 1900 | 1.2028 | | 0.4027 | 476.0 | 1904 | 1.2091 | | 0.4027 | 477.0 | 1908 | 1.2131 | | 0.4027 | 478.0 | 1912 | 1.2149 | | 0.4027 | 479.0 | 1916 | 1.2142 | | 0.4027 | 480.0 | 1920 | 1.2106 | | 0.4027 | 481.0 | 1924 | 1.2185 | | 0.4027 | 482.0 | 1928 | 1.2249 | | 0.4027 | 483.0 | 1932 | 1.2221 | | 0.4027 | 484.0 | 1936 | 1.2240 | | 0.4027 | 485.0 | 1940 | 1.2291 | | 0.4027 | 486.0 | 1944 | 1.2215 | | 0.4027 | 487.0 | 1948 | 1.2306 | | 0.4027 | 488.0 | 1952 | 1.2364 | | 0.4027 | 489.0 | 1956 | 1.2394 | | 0.4027 | 490.0 | 1960 | 1.2425 | | 0.4027 | 491.0 | 1964 | 1.2441 | | 0.4027 | 492.0 | 1968 | 1.2484 | | 0.4027 | 493.0 | 1972 | 1.2533 | | 0.4027 | 494.0 | 1976 | 1.2587 | | 0.4027 | 495.0 | 1980 | 1.2861 | | 0.4027 | 496.0 | 1984 | 1.3230 | | 0.4027 | 497.0 | 1988 | 1.3310 | | 0.4027 | 498.0 | 1992 | 1.3040 | | 0.4027 | 499.0 | 1996 | 1.2828 | | 0.4015 | 500.0 | 2000 | 1.2658 | | 0.4015 | 501.0 | 2004 | 1.2563 | | 0.4015 | 502.0 | 2008 | 1.2468 | | 0.4015 | 503.0 | 2012 | 1.2381 | | 0.4015 | 504.0 | 2016 | 1.2305 | | 0.4015 | 505.0 | 2020 | 1.2271 | | 0.4015 | 506.0 | 2024 | 1.2447 | | 0.4015 | 507.0 | 2028 | 1.2642 | | 0.4015 | 508.0 | 2032 | 1.2743 | | 0.4015 | 509.0 | 2036 | 1.2797 | | 0.4015 | 510.0 | 2040 | 1.2839 | | 0.4015 | 511.0 | 2044 | 1.2645 | | 0.4015 | 512.0 | 2048 | 1.2411 | | 0.4015 | 513.0 | 2052 | 1.2261 | | 0.4015 | 514.0 | 2056 | 1.2141 | | 0.4015 | 515.0 | 2060 | 1.2026 | | 0.4015 | 516.0 | 2064 | 1.1991 | | 0.4015 | 517.0 | 2068 | 1.2004 | | 0.4015 | 518.0 | 2072 | 1.1927 | | 0.4015 | 519.0 | 2076 | 1.2065 | | 0.4015 | 520.0 | 2080 | 1.1876 | | 0.4015 | 521.0 | 2084 | 1.1670 | | 0.4015 | 522.0 | 2088 | 1.2298 | | 0.4015 | 523.0 | 2092 | 1.2412 | | 0.4015 | 524.0 | 2096 | 1.2469 | | 0.4015 | 525.0 | 2100 | 1.2639 | | 0.4015 | 526.0 | 2104 | 1.2845 | | 0.4015 | 527.0 | 2108 | 1.2928 | | 0.4015 | 528.0 | 2112 | 1.2928 | | 0.4015 | 529.0 | 2116 | 1.2901 | | 0.4015 | 530.0 | 2120 | 1.2863 | | 0.4015 | 531.0 | 2124 | 1.2819 | | 0.4015 | 532.0 | 2128 | 1.2756 | | 0.4015 | 533.0 | 2132 | 1.2602 | | 0.4015 | 534.0 | 2136 | 1.2220 | | 0.4015 | 535.0 | 2140 | 1.1909 | | 0.4015 | 536.0 | 2144 | 1.1784 | | 0.4015 | 537.0 | 2148 | 1.1824 | | 0.4015 | 538.0 | 2152 | 1.1839 | | 0.4015 | 539.0 | 2156 | 1.1836 | | 0.4015 | 540.0 | 2160 | 1.1816 | | 0.4015 | 541.0 | 2164 | 1.1767 | | 0.4015 | 542.0 | 2168 | 1.1693 | | 0.4015 | 543.0 | 2172 | 1.1573 | | 0.4015 | 544.0 | 2176 | 1.1424 | | 0.4015 | 545.0 | 2180 | 1.1312 | | 0.4015 | 546.0 | 2184 | 1.1262 | | 0.4015 | 547.0 | 2188 | 1.1330 | | 0.4015 | 548.0 | 2192 | 1.1370 | | 0.4015 | 549.0 | 2196 | 1.1386 | | 0.4015 | 550.0 | 2200 | 1.1450 | | 0.4015 | 551.0 | 2204 | 1.1489 | | 0.4015 | 552.0 | 2208 | 1.1465 | | 0.4015 | 553.0 | 2212 | 1.1458 | | 0.4015 | 554.0 | 2216 | 1.1438 | | 0.4015 | 555.0 | 2220 | 1.1405 | | 0.4015 | 556.0 | 2224 | 1.1413 | | 0.4015 | 557.0 | 2228 | 1.1443 | | 0.4015 | 558.0 | 2232 | 1.1478 | | 0.4015 | 559.0 | 2236 | 1.1519 | | 0.4015 | 560.0 | 2240 | 1.1579 | | 0.4015 | 561.0 | 2244 | 1.1543 | | 0.4015 | 562.0 | 2248 | 1.1479 | | 0.4015 | 563.0 | 2252 | 1.1474 | | 0.4015 | 564.0 | 2256 | 1.1388 | | 0.4015 | 565.0 | 2260 | 1.1312 | | 0.4015 | 566.0 | 2264 | 1.1319 | | 0.4015 | 567.0 | 2268 | 1.1345 | | 0.4015 | 568.0 | 2272 | 1.1379 | | 0.4015 | 569.0 | 2276 | 1.1343 | | 0.4015 | 570.0 | 2280 | 1.1312 | | 0.4015 | 571.0 | 2284 | 1.1294 | | 0.4015 | 572.0 | 2288 | 1.1286 | | 0.4015 | 573.0 | 2292 | 1.1313 | | 0.4015 | 574.0 | 2296 | 1.1344 | | 0.4015 | 575.0 | 2300 | 1.1408 | | 0.4015 | 576.0 | 2304 | 1.1502 | | 0.4015 | 577.0 | 2308 | 1.1605 | | 0.4015 | 578.0 | 2312 | 1.1661 | | 0.4015 | 579.0 | 2316 | 1.1772 | | 0.4015 | 580.0 | 2320 | 1.1835 | | 0.4015 | 581.0 | 2324 | 1.1882 | | 0.4015 | 582.0 | 2328 | 1.1931 | | 0.4015 | 583.0 | 2332 | 1.1966 | | 0.4015 | 584.0 | 2336 | 1.1995 | | 0.4015 | 585.0 | 2340 | 1.1999 | | 0.4015 | 586.0 | 2344 | 1.1976 | | 0.4015 | 587.0 | 2348 | 1.2158 | | 0.4015 | 588.0 | 2352 | 1.2351 | | 0.4015 | 589.0 | 2356 | 1.2386 | | 0.4015 | 590.0 | 2360 | 1.2322 | | 0.4015 | 591.0 | 2364 | 1.2268 | | 0.4015 | 592.0 | 2368 | 1.2168 | | 0.4015 | 593.0 | 2372 | 1.2058 | | 0.4015 | 594.0 | 2376 | 1.1940 | | 0.4015 | 595.0 | 2380 | 1.1846 | | 0.4015 | 596.0 | 2384 | 1.1756 | | 0.4015 | 597.0 | 2388 | 1.1728 | | 0.4015 | 598.0 | 2392 | 1.1731 | | 0.4015 | 599.0 | 2396 | 1.1747 | | 0.4015 | 600.0 | 2400 | 1.1754 | | 0.4015 | 601.0 | 2404 | 1.1738 | | 0.4015 | 602.0 | 2408 | 1.1766 | | 0.4015 | 603.0 | 2412 | 1.1779 | | 0.4015 | 604.0 | 2416 | 1.1781 | | 0.4015 | 605.0 | 2420 | 1.1755 | | 0.4015 | 606.0 | 2424 | 1.1726 | | 0.4015 | 607.0 | 2428 | 1.1691 | | 0.4015 | 608.0 | 2432 | 1.1652 | | 0.4015 | 609.0 | 2436 | 1.1594 | | 0.4015 | 610.0 | 2440 | 1.1497 | | 0.4015 | 611.0 | 2444 | 1.1450 | | 0.4015 | 612.0 | 2448 | 1.1467 | | 0.4015 | 613.0 | 2452 | 1.1463 | | 0.4015 | 614.0 | 2456 | 1.1456 | | 0.4015 | 615.0 | 2460 | 1.1613 | | 0.4015 | 616.0 | 2464 | 1.1746 | | 0.4015 | 617.0 | 2468 | 1.1846 | | 0.4015 | 618.0 | 2472 | 1.1864 | | 0.4015 | 619.0 | 2476 | 1.1849 | | 0.4015 | 620.0 | 2480 | 1.1839 | | 0.4015 | 621.0 | 2484 | 1.1802 | | 0.4015 | 622.0 | 2488 | 1.1759 | | 0.4015 | 623.0 | 2492 | 1.1711 | | 0.4015 | 624.0 | 2496 | 1.1654 | | 0.4009 | 625.0 | 2500 | 1.1607 | | 0.4009 | 626.0 | 2504 | 1.1558 | | 0.4009 | 627.0 | 2508 | 1.1530 | | 0.4009 | 628.0 | 2512 | 1.1523 | | 0.4009 | 629.0 | 2516 | 1.1515 | | 0.4009 | 630.0 | 2520 | 1.1477 | | 0.4009 | 631.0 | 2524 | 1.1447 | | 0.4009 | 632.0 | 2528 | 1.1449 | | 0.4009 | 633.0 | 2532 | 1.1450 | | 0.4009 | 634.0 | 2536 | 1.1520 | | 0.4009 | 635.0 | 2540 | 1.1594 | | 0.4009 | 636.0 | 2544 | 1.1627 | | 0.4009 | 637.0 | 2548 | 1.1648 | | 0.4009 | 638.0 | 2552 | 1.1668 | | 0.4009 | 639.0 | 2556 | 1.1679 | | 0.4009 | 640.0 | 2560 | 1.1674 | | 0.4009 | 641.0 | 2564 | 1.1629 | | 0.4009 | 642.0 | 2568 | 1.1590 | | 0.4009 | 643.0 | 2572 | 1.1572 | | 0.4009 | 644.0 | 2576 | 1.1574 | | 0.4009 | 645.0 | 2580 | 1.1560 | | 0.4009 | 646.0 | 2584 | 1.1547 | | 0.4009 | 647.0 | 2588 | 1.1626 | | 0.4009 | 648.0 | 2592 | 1.1698 | | 0.4009 | 649.0 | 2596 | 1.1810 | | 0.4009 | 650.0 | 2600 | 1.1890 | | 0.4009 | 651.0 | 2604 | 1.1906 | | 0.4009 | 652.0 | 2608 | 1.1845 | | 0.4009 | 653.0 | 2612 | 1.1802 | | 0.4009 | 654.0 | 2616 | 1.1777 | | 0.4009 | 655.0 | 2620 | 1.1755 | | 0.4009 | 656.0 | 2624 | 1.1743 | | 0.4009 | 657.0 | 2628 | 1.1838 | | 0.4009 | 658.0 | 2632 | 1.1907 | | 0.4009 | 659.0 | 2636 | 1.1953 | | 0.4009 | 660.0 | 2640 | 1.2169 | | 0.4009 | 661.0 | 2644 | 1.2343 | | 0.4009 | 662.0 | 2648 | 1.2517 | | 0.4009 | 663.0 | 2652 | 1.2641 | | 0.4009 | 664.0 | 2656 | 1.2559 | | 0.4009 | 665.0 | 2660 | 1.2292 | | 0.4009 | 666.0 | 2664 | 1.2040 | | 0.4009 | 667.0 | 2668 | 1.1851 | | 0.4009 | 668.0 | 2672 | 1.1710 | | 0.4009 | 669.0 | 2676 | 1.1577 | | 0.4009 | 670.0 | 2680 | 1.1502 | | 0.4009 | 671.0 | 2684 | 1.1591 | | 0.4009 | 672.0 | 2688 | 1.1709 | | 0.4009 | 673.0 | 2692 | 1.1813 | | 0.4009 | 674.0 | 2696 | 1.1893 | | 0.4009 | 675.0 | 2700 | 1.1942 | | 0.4009 | 676.0 | 2704 | 1.1949 | | 0.4009 | 677.0 | 2708 | 1.1814 | | 0.4009 | 678.0 | 2712 | 1.1825 | | 0.4009 | 679.0 | 2716 | 1.1880 | | 0.4009 | 680.0 | 2720 | 1.1829 | | 0.4009 | 681.0 | 2724 | 1.1667 | | 0.4009 | 682.0 | 2728 | 1.1637 | | 0.4009 | 683.0 | 2732 | 1.1631 | | 0.4009 | 684.0 | 2736 | 1.1605 | | 0.4009 | 685.0 | 2740 | 1.1599 | | 0.4009 | 686.0 | 2744 | 1.1571 | | 0.4009 | 687.0 | 2748 | 1.1528 | | 0.4009 | 688.0 | 2752 | 1.1541 | | 0.4009 | 689.0 | 2756 | 1.1628 | | 0.4009 | 690.0 | 2760 | 1.1750 | | 0.4009 | 691.0 | 2764 | 1.1855 | | 0.4009 | 692.0 | 2768 | 1.1928 | | 0.4009 | 693.0 | 2772 | 1.1962 | | 0.4009 | 694.0 | 2776 | 1.1970 | | 0.4009 | 695.0 | 2780 | 1.1976 | | 0.4009 | 696.0 | 2784 | 1.1929 | | 0.4009 | 697.0 | 2788 | 1.1959 | | 0.4009 | 698.0 | 2792 | 1.2003 | | 0.4009 | 699.0 | 2796 | 1.2046 | | 0.4009 | 700.0 | 2800 | 1.2084 | | 0.4009 | 701.0 | 2804 | 1.2097 | | 0.4009 | 702.0 | 2808 | 1.2109 | | 0.4009 | 703.0 | 2812 | 1.2124 | | 0.4009 | 704.0 | 2816 | 1.2159 | | 0.4009 | 705.0 | 2820 | 1.2190 | | 0.4009 | 706.0 | 2824 | 1.2203 | | 0.4009 | 707.0 | 2828 | 1.2186 | | 0.4009 | 708.0 | 2832 | 1.2156 | | 0.4009 | 709.0 | 2836 | 1.2086 | | 0.4009 | 710.0 | 2840 | 1.2024 | | 0.4009 | 711.0 | 2844 | 1.1998 | | 0.4009 | 712.0 | 2848 | 1.1986 | | 0.4009 | 713.0 | 2852 | 1.1981 | | 0.4009 | 714.0 | 2856 | 1.2001 | | 0.4009 | 715.0 | 2860 | 1.2019 | | 0.4009 | 716.0 | 2864 | 1.2038 | | 0.4009 | 717.0 | 2868 | 1.2051 | | 0.4009 | 718.0 | 2872 | 1.1869 | | 0.4009 | 719.0 | 2876 | 1.1780 | | 0.4009 | 720.0 | 2880 | 1.1821 | | 0.4009 | 721.0 | 2884 | 1.1875 | | 0.4009 | 722.0 | 2888 | 1.1881 | | 0.4009 | 723.0 | 2892 | 1.1867 | | 0.4009 | 724.0 | 2896 | 1.1862 | | 0.4009 | 725.0 | 2900 | 1.1858 | | 0.4009 | 726.0 | 2904 | 1.1841 | | 0.4009 | 727.0 | 2908 | 1.1803 | | 0.4009 | 728.0 | 2912 | 1.1781 | | 0.4009 | 729.0 | 2916 | 1.1751 | | 0.4009 | 730.0 | 2920 | 1.1735 | | 0.4009 | 731.0 | 2924 | 1.1709 | | 0.4009 | 732.0 | 2928 | 1.1676 | | 0.4009 | 733.0 | 2932 | 1.1643 | | 0.4009 | 734.0 | 2936 | 1.1640 | | 0.4009 | 735.0 | 2940 | 1.1636 | | 0.4009 | 736.0 | 2944 | 1.1596 | | 0.4009 | 737.0 | 2948 | 1.1704 | | 0.4009 | 738.0 | 2952 | 1.1773 | | 0.4009 | 739.0 | 2956 | 1.1814 | | 0.4009 | 740.0 | 2960 | 1.1891 | | 0.4009 | 741.0 | 2964 | 1.1954 | | 0.4009 | 742.0 | 2968 | 1.2006 | | 0.4009 | 743.0 | 2972 | 1.1996 | | 0.4009 | 744.0 | 2976 | 1.1986 | | 0.4009 | 745.0 | 2980 | 1.1979 | | 0.4009 | 746.0 | 2984 | 1.1958 | | 0.4009 | 747.0 | 2988 | 1.1947 | | 0.4009 | 748.0 | 2992 | 1.1930 | | 0.4009 | 749.0 | 2996 | 1.1894 | | 0.4006 | 750.0 | 3000 | 1.1871 | | 0.4006 | 751.0 | 3004 | 1.1853 | | 0.4006 | 752.0 | 3008 | 1.1854 | | 0.4006 | 753.0 | 3012 | 1.1866 | | 0.4006 | 754.0 | 3016 | 1.1901 | | 0.4006 | 755.0 | 3020 | 1.1924 | | 0.4006 | 756.0 | 3024 | 1.1946 | | 0.4006 | 757.0 | 3028 | 1.2176 | | 0.4006 | 758.0 | 3032 | 1.2392 | | 0.4006 | 759.0 | 3036 | 1.2502 | | 0.4006 | 760.0 | 3040 | 1.2617 | | 0.4006 | 761.0 | 3044 | 1.2924 | | 0.4006 | 762.0 | 3048 | 1.3111 | | 0.4006 | 763.0 | 3052 | 1.3042 | | 0.4006 | 764.0 | 3056 | 1.2828 | | 0.4006 | 765.0 | 3060 | 1.2628 | | 0.4006 | 766.0 | 3064 | 1.2553 | | 0.4006 | 767.0 | 3068 | 1.2600 | | 0.4006 | 768.0 | 3072 | 1.2645 | | 0.4006 | 769.0 | 3076 | 1.2678 | | 0.4006 | 770.0 | 3080 | 1.2706 | | 0.4006 | 771.0 | 3084 | 1.2620 | | 0.4006 | 772.0 | 3088 | 1.2547 | | 0.4006 | 773.0 | 3092 | 1.2503 | | 0.4006 | 774.0 | 3096 | 1.2459 | | 0.4006 | 775.0 | 3100 | 1.2452 | | 0.4006 | 776.0 | 3104 | 1.2442 | | 0.4006 | 777.0 | 3108 | 1.2393 | | 0.4006 | 778.0 | 3112 | 1.2328 | | 0.4006 | 779.0 | 3116 | 1.2249 | | 0.4006 | 780.0 | 3120 | 1.2223 | | 0.4006 | 781.0 | 3124 | 1.2302 | | 0.4006 | 782.0 | 3128 | 1.2334 | | 0.4006 | 783.0 | 3132 | 1.2332 | | 0.4006 | 784.0 | 3136 | 1.2326 | | 0.4006 | 785.0 | 3140 | 1.2330 | | 0.4006 | 786.0 | 3144 | 1.2281 | | 0.4006 | 787.0 | 3148 | 1.2294 | | 0.4006 | 788.0 | 3152 | 1.2327 | | 0.4006 | 789.0 | 3156 | 1.2408 | | 0.4006 | 790.0 | 3160 | 1.2459 | | 0.4006 | 791.0 | 3164 | 1.2488 | | 0.4006 | 792.0 | 3168 | 1.2509 | | 0.4006 | 793.0 | 3172 | 1.2510 | | 0.4006 | 794.0 | 3176 | 1.2514 | | 0.4006 | 795.0 | 3180 | 1.2491 | | 0.4006 | 796.0 | 3184 | 1.2476 | | 0.4006 | 797.0 | 3188 | 1.2470 | | 0.4006 | 798.0 | 3192 | 1.2470 | | 0.4006 | 799.0 | 3196 | 1.2464 | | 0.4006 | 800.0 | 3200 | 1.2468 | | 0.4006 | 801.0 | 3204 | 1.2460 | | 0.4006 | 802.0 | 3208 | 1.2425 | | 0.4006 | 803.0 | 3212 | 1.2415 | | 0.4006 | 804.0 | 3216 | 1.2416 | | 0.4006 | 805.0 | 3220 | 1.2420 | | 0.4006 | 806.0 | 3224 | 1.2442 | | 0.4006 | 807.0 | 3228 | 1.2465 | | 0.4006 | 808.0 | 3232 | 1.2481 | | 0.4006 | 809.0 | 3236 | 1.2477 | | 0.4006 | 810.0 | 3240 | 1.2468 | | 0.4006 | 811.0 | 3244 | 1.2467 | | 0.4006 | 812.0 | 3248 | 1.2471 | | 0.4006 | 813.0 | 3252 | 1.2486 | | 0.4006 | 814.0 | 3256 | 1.2484 | | 0.4006 | 815.0 | 3260 | 1.2484 | | 0.4006 | 816.0 | 3264 | 1.2477 | | 0.4006 | 817.0 | 3268 | 1.2545 | | 0.4006 | 818.0 | 3272 | 1.2622 | | 0.4006 | 819.0 | 3276 | 1.2672 | | 0.4006 | 820.0 | 3280 | 1.2704 | | 0.4006 | 821.0 | 3284 | 1.2719 | | 0.4006 | 822.0 | 3288 | 1.2710 | | 0.4006 | 823.0 | 3292 | 1.2697 | | 0.4006 | 824.0 | 3296 | 1.2671 | | 0.4006 | 825.0 | 3300 | 1.2717 | | 0.4006 | 826.0 | 3304 | 1.2763 | | 0.4006 | 827.0 | 3308 | 1.2774 | | 0.4006 | 828.0 | 3312 | 1.2773 | | 0.4006 | 829.0 | 3316 | 1.2765 | | 0.4006 | 830.0 | 3320 | 1.2767 | | 0.4006 | 831.0 | 3324 | 1.2760 | | 0.4006 | 832.0 | 3328 | 1.2755 | | 0.4006 | 833.0 | 3332 | 1.2742 | | 0.4006 | 834.0 | 3336 | 1.2732 | | 0.4006 | 835.0 | 3340 | 1.2681 | | 0.4006 | 836.0 | 3344 | 1.2624 | | 0.4006 | 837.0 | 3348 | 1.2577 | | 0.4006 | 838.0 | 3352 | 1.2530 | | 0.4006 | 839.0 | 3356 | 1.2488 | | 0.4006 | 840.0 | 3360 | 1.2455 | | 0.4006 | 841.0 | 3364 | 1.2440 | | 0.4006 | 842.0 | 3368 | 1.2459 | | 0.4006 | 843.0 | 3372 | 1.2487 | | 0.4006 | 844.0 | 3376 | 1.2498 | | 0.4006 | 845.0 | 3380 | 1.2504 | | 0.4006 | 846.0 | 3384 | 1.2476 | | 0.4006 | 847.0 | 3388 | 1.2446 | | 0.4006 | 848.0 | 3392 | 1.2400 | | 0.4006 | 849.0 | 3396 | 1.2353 | | 0.4006 | 850.0 | 3400 | 1.2298 | | 0.4006 | 851.0 | 3404 | 1.2246 | | 0.4006 | 852.0 | 3408 | 1.2207 | | 0.4006 | 853.0 | 3412 | 1.2129 | | 0.4006 | 854.0 | 3416 | 1.2030 | | 0.4006 | 855.0 | 3420 | 1.1937 | | 0.4006 | 856.0 | 3424 | 1.1898 | | 0.4006 | 857.0 | 3428 | 1.1907 | | 0.4006 | 858.0 | 3432 | 1.1910 | | 0.4006 | 859.0 | 3436 | 1.1919 | | 0.4006 | 860.0 | 3440 | 1.1920 | | 0.4006 | 861.0 | 3444 | 1.1923 | | 0.4006 | 862.0 | 3448 | 1.1927 | | 0.4006 | 863.0 | 3452 | 1.1933 | | 0.4006 | 864.0 | 3456 | 1.1934 | | 0.4006 | 865.0 | 3460 | 1.1937 | | 0.4006 | 866.0 | 3464 | 1.1936 | | 0.4006 | 867.0 | 3468 | 1.1932 | | 0.4006 | 868.0 | 3472 | 1.1926 | | 0.4006 | 869.0 | 3476 | 1.1917 | | 0.4006 | 870.0 | 3480 | 1.1899 | | 0.4006 | 871.0 | 3484 | 1.1884 | | 0.4006 | 872.0 | 3488 | 1.1858 | | 0.4006 | 873.0 | 3492 | 1.1842 | | 0.4006 | 874.0 | 3496 | 1.1835 | | 0.4 | 875.0 | 3500 | 1.1836 | | 0.4 | 876.0 | 3504 | 1.1845 | | 0.4 | 877.0 | 3508 | 1.1867 | | 0.4 | 878.0 | 3512 | 1.1902 | | 0.4 | 879.0 | 3516 | 1.1945 | | 0.4 | 880.0 | 3520 | 1.1972 | | 0.4 | 881.0 | 3524 | 1.1996 | | 0.4 | 882.0 | 3528 | 1.2025 | | 0.4 | 883.0 | 3532 | 1.2048 | | 0.4 | 884.0 | 3536 | 1.2061 | | 0.4 | 885.0 | 3540 | 1.2076 | | 0.4 | 886.0 | 3544 | 1.2078 | | 0.4 | 887.0 | 3548 | 1.2093 | | 0.4 | 888.0 | 3552 | 1.2160 | | 0.4 | 889.0 | 3556 | 1.2185 | | 0.4 | 890.0 | 3560 | 1.2167 | | 0.4 | 891.0 | 3564 | 1.2196 | | 0.4 | 892.0 | 3568 | 1.2207 | | 0.4 | 893.0 | 3572 | 1.2203 | | 0.4 | 894.0 | 3576 | 1.2191 | | 0.4 | 895.0 | 3580 | 1.2181 | | 0.4 | 896.0 | 3584 | 1.2176 | | 0.4 | 897.0 | 3588 | 1.2169 | | 0.4 | 898.0 | 3592 | 1.2157 | | 0.4 | 899.0 | 3596 | 1.2177 | | 0.4 | 900.0 | 3600 | 1.2208 | | 0.4 | 901.0 | 3604 | 1.2232 | | 0.4 | 902.0 | 3608 | 1.2245 | | 0.4 | 903.0 | 3612 | 1.2242 | | 0.4 | 904.0 | 3616 | 1.2231 | | 0.4 | 905.0 | 3620 | 1.2219 | | 0.4 | 906.0 | 3624 | 1.2211 | | 0.4 | 907.0 | 3628 | 1.2215 | | 0.4 | 908.0 | 3632 | 1.2216 | | 0.4 | 909.0 | 3636 | 1.2204 | | 0.4 | 910.0 | 3640 | 1.2193 | | 0.4 | 911.0 | 3644 | 1.2182 | | 0.4 | 912.0 | 3648 | 1.2165 | | 0.4 | 913.0 | 3652 | 1.2148 | | 0.4 | 914.0 | 3656 | 1.2128 | | 0.4 | 915.0 | 3660 | 1.2120 | | 0.4 | 916.0 | 3664 | 1.2113 | | 0.4 | 917.0 | 3668 | 1.2111 | | 0.4 | 918.0 | 3672 | 1.2114 | | 0.4 | 919.0 | 3676 | 1.2117 | | 0.4 | 920.0 | 3680 | 1.2108 | | 0.4 | 921.0 | 3684 | 1.2107 | | 0.4 | 922.0 | 3688 | 1.2097 | | 0.4 | 923.0 | 3692 | 1.2084 | | 0.4 | 924.0 | 3696 | 1.2072 | | 0.4 | 925.0 | 3700 | 1.2063 | | 0.4 | 926.0 | 3704 | 1.2060 | | 0.4 | 927.0 | 3708 | 1.2055 | | 0.4 | 928.0 | 3712 | 1.2053 | | 0.4 | 929.0 | 3716 | 1.2053 | | 0.4 | 930.0 | 3720 | 1.2055 | | 0.4 | 931.0 | 3724 | 1.2061 | | 0.4 | 932.0 | 3728 | 1.2091 | | 0.4 | 933.0 | 3732 | 1.2121 | | 0.4 | 934.0 | 3736 | 1.2141 | | 0.4 | 935.0 | 3740 | 1.2150 | | 0.4 | 936.0 | 3744 | 1.2152 | | 0.4 | 937.0 | 3748 | 1.2153 | | 0.4 | 938.0 | 3752 | 1.2153 | | 0.4 | 939.0 | 3756 | 1.2150 | | 0.4 | 940.0 | 3760 | 1.2153 | | 0.4 | 941.0 | 3764 | 1.2154 | | 0.4 | 942.0 | 3768 | 1.2156 | | 0.4 | 943.0 | 3772 | 1.2156 | | 0.4 | 944.0 | 3776 | 1.2144 | | 0.4 | 945.0 | 3780 | 1.2107 | | 0.4 | 946.0 | 3784 | 1.2078 | | 0.4 | 947.0 | 3788 | 1.2060 | | 0.4 | 948.0 | 3792 | 1.2047 | | 0.4 | 949.0 | 3796 | 1.2026 | | 0.4 | 950.0 | 3800 | 1.2003 | | 0.4 | 951.0 | 3804 | 1.1986 | | 0.4 | 952.0 | 3808 | 1.1975 | | 0.4 | 953.0 | 3812 | 1.1969 | | 0.4 | 954.0 | 3816 | 1.1958 | | 0.4 | 955.0 | 3820 | 1.1946 | | 0.4 | 956.0 | 3824 | 1.1937 | | 0.4 | 957.0 | 3828 | 1.1928 | | 0.4 | 958.0 | 3832 | 1.1928 | | 0.4 | 959.0 | 3836 | 1.1928 | | 0.4 | 960.0 | 3840 | 1.1933 | | 0.4 | 961.0 | 3844 | 1.1939 | | 0.4 | 962.0 | 3848 | 1.1942 | | 0.4 | 963.0 | 3852 | 1.1947 | | 0.4 | 964.0 | 3856 | 1.1954 | | 0.4 | 965.0 | 3860 | 1.1961 | | 0.4 | 966.0 | 3864 | 1.1966 | | 0.4 | 967.0 | 3868 | 1.1985 | | 0.4 | 968.0 | 3872 | 1.2002 | | 0.4 | 969.0 | 3876 | 1.2015 | | 0.4 | 970.0 | 3880 | 1.2035 | | 0.4 | 971.0 | 3884 | 1.2047 | | 0.4 | 972.0 | 3888 | 1.2050 | | 0.4 | 973.0 | 3892 | 1.2057 | | 0.4 | 974.0 | 3896 | 1.2064 | | 0.4 | 975.0 | 3900 | 1.2068 | | 0.4 | 976.0 | 3904 | 1.2067 | | 0.4 | 977.0 | 3908 | 1.2067 | | 0.4 | 978.0 | 3912 | 1.2065 | | 0.4 | 979.0 | 3916 | 1.2063 | | 0.4 | 980.0 | 3920 | 1.2060 | | 0.4 | 981.0 | 3924 | 1.2059 | | 0.4 | 982.0 | 3928 | 1.2059 | | 0.4 | 983.0 | 3932 | 1.2059 | | 0.4 | 984.0 | 3936 | 1.2060 | | 0.4 | 985.0 | 3940 | 1.2060 | | 0.4 | 986.0 | 3944 | 1.2059 | | 0.4 | 987.0 | 3948 | 1.2059 | | 0.4 | 988.0 | 3952 | 1.2059 | | 0.4 | 989.0 | 3956 | 1.2059 | | 0.4 | 990.0 | 3960 | 1.2059 | | 0.4 | 991.0 | 3964 | 1.2060 | | 0.4 | 992.0 | 3968 | 1.2060 | | 0.4 | 993.0 | 3972 | 1.2060 | | 0.4 | 994.0 | 3976 | 1.2054 | | 0.4 | 995.0 | 3980 | 1.2047 | | 0.4 | 996.0 | 3984 | 1.2043 | | 0.4 | 997.0 | 3988 | 1.2041 | | 0.4 | 998.0 | 3992 | 1.2040 | | 0.4 | 999.0 | 3996 | 1.2039 | | 0.4009 | 1000.0 | 4000 | 1.2040 | ### Framework versions - Transformers 4.36.2 - Pytorch 2.1.2+cu121 - Datasets 2.14.7 - Tokenizers 0.15.0