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arabert_augmented_with_original_k100_organization_task1_fold1

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5552
  • Qwk: 0.3718
  • Mse: 0.5552
  • Rmse: 0.7451

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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10

Training results

Training Loss Epoch Step Validation Loss Qwk Mse Rmse
No log 0.0020 2 4.5652 -0.0141 4.5652 2.1366
No log 0.0040 4 2.2122 0.0535 2.2122 1.4873
No log 0.0060 6 1.3014 0.1473 1.3014 1.1408
No log 0.0080 8 1.5399 0.1683 1.5399 1.2409
No log 0.0100 10 2.6780 0.0450 2.6780 1.6365
No log 0.0120 12 2.5961 -0.0066 2.5961 1.6112
No log 0.0140 14 1.3138 0.0833 1.3138 1.1462
No log 0.0160 16 1.2054 0.1119 1.2054 1.0979
No log 0.0180 18 1.1538 0.0 1.1538 1.0742
No log 0.0200 20 1.1409 0.0 1.1409 1.0681
No log 0.0220 22 1.0927 0.0 1.0927 1.0453
No log 0.0240 24 1.2792 0.1404 1.2792 1.1310
No log 0.0260 26 1.6562 0.0323 1.6562 1.2869
No log 0.0280 28 1.7255 0.0667 1.7255 1.3136
No log 0.0300 30 1.3787 -0.0510 1.3787 1.1742
No log 0.0320 32 1.1068 0.0 1.1068 1.0520
No log 0.0340 34 1.0694 0.0 1.0694 1.0341
No log 0.0360 36 1.0329 0.0 1.0329 1.0163
No log 0.0380 38 0.9617 0.0 0.9617 0.9807
No log 0.0400 40 1.0471 -0.0769 1.0471 1.0233
No log 0.0420 42 1.2562 0.125 1.2562 1.1208
No log 0.0440 44 1.5194 0.0923 1.5194 1.2326
No log 0.0460 46 1.3486 0.1076 1.3486 1.1613
No log 0.0480 48 0.9922 0.0239 0.9922 0.9961
No log 0.0501 50 0.8436 0.0 0.8436 0.9185
No log 0.0521 52 0.8299 0.0 0.8299 0.9110
No log 0.0541 54 0.8141 0.0 0.8141 0.9023
No log 0.0561 56 0.8918 0.1026 0.8918 0.9444
No log 0.0581 58 1.0256 0.0912 1.0256 1.0127
No log 0.0601 60 1.1548 0.1860 1.1548 1.0746
No log 0.0621 62 1.3471 0.1689 1.3471 1.1606
No log 0.0641 64 1.3150 0.1689 1.3150 1.1468
No log 0.0661 66 1.0324 0.0564 1.0324 1.0161
No log 0.0681 68 0.7613 0.1026 0.7613 0.8725
No log 0.0701 70 0.7081 0.1026 0.7081 0.8415
No log 0.0721 72 0.7357 0.1355 0.7357 0.8577
No log 0.0741 74 0.8743 0.1806 0.8743 0.9350
No log 0.0761 76 0.8740 0.1806 0.8740 0.9349
No log 0.0781 78 0.9435 0.2025 0.9435 0.9713
No log 0.0801 80 0.8473 0.2432 0.8473 0.9205
No log 0.0821 82 0.7497 0.1322 0.7497 0.8659
No log 0.0841 84 0.7130 0.1506 0.7130 0.8444
No log 0.0861 86 0.6912 0.2288 0.6912 0.8314
No log 0.0881 88 0.6978 0.2479 0.6978 0.8353
No log 0.0901 90 0.7120 0.1119 0.7120 0.8438
No log 0.0921 92 0.7713 0.1656 0.7713 0.8782
No log 0.0941 94 0.7916 0.1881 0.7916 0.8897
No log 0.0961 96 0.8186 0.1881 0.8186 0.9047
No log 0.0981 98 0.8411 0.1192 0.8411 0.9171
No log 0.1001 100 0.8873 0.125 0.8873 0.9420
No log 0.1021 102 0.9697 0.1676 0.9697 0.9847
No log 0.1041 104 1.1752 0.1683 1.1752 1.0841
No log 0.1061 106 1.4660 0.1683 1.4660 1.2108
No log 0.1081 108 1.2888 0.1683 1.2888 1.1352
No log 0.1101 110 0.9099 0.1442 0.9099 0.9539
No log 0.1121 112 0.7242 0.1212 0.7242 0.8510
No log 0.1141 114 0.7352 0.1600 0.7352 0.8574
No log 0.1161 116 0.7523 0.0789 0.7523 0.8673
No log 0.1181 118 0.7793 0.1355 0.7793 0.8828
No log 0.1201 120 0.9242 0.1895 0.9242 0.9614
No log 0.1221 122 1.0837 0.1870 1.0837 1.0410
No log 0.1241 124 1.1043 0.1676 1.1043 1.0509
No log 0.1261 126 0.9567 0.1870 0.9567 0.9781
No log 0.1281 128 0.8578 0.0912 0.8578 0.9262
No log 0.1301 130 0.8653 0.1642 0.8653 0.9302
No log 0.1321 132 0.9141 0.0797 0.9141 0.9561
No log 0.1341 134 0.9486 0.0797 0.9486 0.9740
No log 0.1361 136 1.1721 0.2266 1.1721 1.0826
No log 0.1381 138 1.1620 0.2432 1.1620 1.0780
No log 0.1401 140 0.9219 0.0797 0.9219 0.9601
No log 0.1421 142 0.8264 0.1026 0.8264 0.9091
No log 0.1441 144 0.7547 0.2632 0.7547 0.8687
No log 0.1461 146 0.7626 0.2648 0.7626 0.8733
No log 0.1481 148 0.7730 0.3368 0.7730 0.8792
No log 0.1502 150 0.7358 0.3834 0.7358 0.8578
No log 0.1522 152 0.7165 0.2018 0.7165 0.8464
No log 0.1542 154 0.8666 0.1404 0.8666 0.9309
No log 0.1562 156 1.0867 0.0775 1.0867 1.0424
No log 0.1582 158 1.1111 0.1683 1.1111 1.0541
No log 0.1602 160 0.9495 0.1442 0.9495 0.9744
No log 0.1622 162 0.7632 0.1026 0.7632 0.8736
No log 0.1642 164 0.7065 0.2844 0.7065 0.8406
No log 0.1662 166 0.7166 0.4413 0.7166 0.8465
No log 0.1682 168 0.7096 0.3519 0.7096 0.8424
No log 0.1702 170 0.7037 0.3927 0.7037 0.8388
No log 0.1722 172 0.7143 0.2632 0.7143 0.8452
No log 0.1742 174 0.8014 0.0597 0.8014 0.8952
No log 0.1762 176 0.9527 0.1676 0.9527 0.9761
No log 0.1782 178 1.0624 0.1683 1.0624 1.0307
No log 0.1802 180 0.9826 0.1683 0.9826 0.9913
No log 0.1822 182 0.8008 0.1076 0.8008 0.8949
No log 0.1842 184 0.6795 0.3406 0.6795 0.8243
No log 0.1862 186 0.6369 0.4566 0.6369 0.7981
No log 0.1882 188 0.6365 0.4413 0.6365 0.7978
No log 0.1902 190 0.6444 0.4413 0.6444 0.8027
No log 0.1922 192 0.6670 0.4190 0.6670 0.8167
No log 0.1942 194 0.7643 0.1338 0.7643 0.8742
No log 0.1962 196 0.9713 0.1676 0.9713 0.9855
No log 0.1982 198 0.9848 0.1676 0.9848 0.9923
No log 0.2002 200 0.8931 0.1076 0.8931 0.9450
No log 0.2022 202 0.7411 0.1622 0.7411 0.8608
No log 0.2042 204 0.6855 0.3475 0.6855 0.8280
No log 0.2062 206 0.7066 0.2162 0.7066 0.8406
No log 0.2082 208 0.8869 0.1076 0.8869 0.9418
No log 0.2102 210 1.1710 0.1683 1.1710 1.0821
No log 0.2122 212 1.3052 0.1683 1.3052 1.1424
No log 0.2142 214 1.2728 0.1683 1.2728 1.1282
No log 0.2162 216 1.1282 0.1870 1.1282 1.0622
No log 0.2182 218 0.9126 0.1642 0.9126 0.9553
No log 0.2202 220 0.8188 0.1026 0.8188 0.9049
No log 0.2222 222 0.7991 0.1026 0.7991 0.8939
No log 0.2242 224 0.8172 0.0797 0.8172 0.9040
No log 0.2262 226 0.8967 0.0797 0.8967 0.9469
No log 0.2282 228 0.9329 0.1404 0.9329 0.9659
No log 0.2302 230 0.8164 0.1119 0.8164 0.9036
No log 0.2322 232 0.7575 0.1811 0.7575 0.8704
No log 0.2342 234 0.7457 0.1811 0.7457 0.8636
No log 0.2362 236 0.8064 0.1811 0.8064 0.8980
No log 0.2382 238 0.8362 0.2057 0.8362 0.9145
No log 0.2402 240 0.7880 0.1985 0.7880 0.8877
No log 0.2422 242 0.7711 0.1985 0.7711 0.8781
No log 0.2442 244 0.7443 0.2703 0.7443 0.8627
No log 0.2462 246 0.7595 0.3099 0.7595 0.8715
No log 0.2482 248 0.8095 0.3086 0.8095 0.8997
No log 0.2503 250 0.7891 0.3836 0.7891 0.8883
No log 0.2523 252 0.7382 0.3099 0.7382 0.8592
No log 0.2543 254 0.7278 0.3099 0.7278 0.8531
No log 0.2563 256 0.7838 0.3787 0.7838 0.8853
No log 0.2583 258 0.8338 0.3081 0.8338 0.9131
No log 0.2603 260 0.8235 0.1139 0.8235 0.9075
No log 0.2623 262 0.7528 0.2703 0.7528 0.8676
No log 0.2643 264 0.7171 0.2479 0.7171 0.8468
No log 0.2663 266 0.6903 0.4068 0.6903 0.8308
No log 0.2683 268 0.6483 0.4068 0.6483 0.8052
No log 0.2703 270 0.6388 0.4667 0.6388 0.7992
No log 0.2723 272 0.6298 0.4141 0.6298 0.7936
No log 0.2743 274 0.6446 0.4190 0.6446 0.8029
No log 0.2763 276 0.6849 0.4296 0.6849 0.8276
No log 0.2783 278 0.7700 0.2774 0.7700 0.8775
No log 0.2803 280 0.8104 0.2025 0.8104 0.9002
No log 0.2823 282 0.9538 0.1600 0.9538 0.9766
No log 0.2843 284 1.2371 0.1683 1.2371 1.1123
No log 0.2863 286 1.2228 0.1683 1.2228 1.1058
No log 0.2883 288 1.2079 0.1683 1.2079 1.0990
No log 0.2903 290 1.1221 0.1683 1.1221 1.0593
No log 0.2923 292 1.0839 0.1683 1.0839 1.0411
No log 0.2943 294 0.9483 0.1297 0.9483 0.9738
No log 0.2963 296 0.8063 0.1656 0.8063 0.8979
No log 0.2983 298 0.6981 0.2519 0.6981 0.8355
No log 0.3003 300 0.7246 0.2519 0.7246 0.8513
No log 0.3023 302 0.8678 0.1667 0.8678 0.9316
No log 0.3043 304 0.9865 0.1860 0.9865 0.9932
No log 0.3063 306 1.0283 0.1860 1.0283 1.0140
No log 0.3083 308 0.9910 0.1683 0.9910 0.9955
No log 0.3103 310 0.9195 0.2145 0.9195 0.9589
No log 0.3123 312 0.7798 0.2308 0.7798 0.8830
No log 0.3143 314 0.6589 0.3970 0.6589 0.8117
No log 0.3163 316 0.6506 0.4031 0.6506 0.8066
No log 0.3183 318 0.6595 0.4031 0.6595 0.8121
No log 0.3203 320 0.6741 0.4031 0.6741 0.8210
No log 0.3223 322 0.7208 0.4112 0.7208 0.8490
No log 0.3243 324 0.7563 0.3951 0.7563 0.8697
No log 0.3263 326 0.8602 0.2825 0.8602 0.9275
No log 0.3283 328 0.8844 0.3352 0.8844 0.9404
No log 0.3303 330 0.9161 0.4255 0.9161 0.9571
No log 0.3323 332 0.8569 0.3595 0.8569 0.9257
No log 0.3343 334 0.8280 0.3686 0.8280 0.9100
No log 0.3363 336 0.8186 0.4118 0.8186 0.9048
No log 0.3383 338 0.8148 0.3831 0.8148 0.9026
No log 0.3403 340 0.8641 0.2080 0.8641 0.9296
No log 0.3423 342 0.9042 0.1870 0.9042 0.9509
No log 0.3443 344 0.8441 0.1404 0.8441 0.9187
No log 0.3463 346 0.8371 0.1404 0.8371 0.9149
No log 0.3483 348 0.7643 0.3077 0.7643 0.8742
No log 0.3504 350 0.7205 0.3077 0.7205 0.8488
No log 0.3524 352 0.6832 0.4049 0.6832 0.8266
No log 0.3544 354 0.6707 0.4481 0.6707 0.8190
No log 0.3564 356 0.6570 0.4481 0.6570 0.8105
No log 0.3584 358 0.6922 0.4300 0.6922 0.8320
No log 0.3604 360 0.7640 0.2613 0.7640 0.8741
No log 0.3624 362 0.8555 0.2613 0.8555 0.9249
No log 0.3644 364 0.9301 0.2145 0.9301 0.9644
No log 0.3664 366 0.9873 0.1499 0.9873 0.9936
No log 0.3684 368 0.9682 0.1667 0.9682 0.9839
No log 0.3704 370 0.9823 0.1442 0.9823 0.9911
No log 0.3724 372 0.8683 0.2553 0.8683 0.9318
No log 0.3744 374 0.7215 0.2519 0.7215 0.8494
No log 0.3764 376 0.6211 0.4435 0.6211 0.7881
No log 0.3784 378 0.6064 0.4661 0.6064 0.7787
No log 0.3804 380 0.6144 0.4190 0.6144 0.7839
No log 0.3824 382 0.6595 0.4474 0.6595 0.8121
No log 0.3844 384 0.6762 0.4201 0.6762 0.8223
No log 0.3864 386 0.6490 0.4167 0.6490 0.8056
No log 0.3884 388 0.6513 0.4049 0.6513 0.8070
No log 0.3904 390 0.6638 0.4262 0.6638 0.8147
No log 0.3924 392 0.6725 0.3689 0.6725 0.8201
No log 0.3944 394 0.6945 0.3970 0.6945 0.8334
No log 0.3964 396 0.7331 0.3077 0.7331 0.8562
No log 0.3984 398 0.7319 0.3077 0.7319 0.8555
No log 0.4004 400 0.7865 0.1338 0.7865 0.8869
No log 0.4024 402 0.9498 0.2344 0.9498 0.9746
No log 0.4044 404 1.1086 0.1683 1.1086 1.0529
No log 0.4064 406 1.1405 0.1683 1.1405 1.0680
No log 0.4084 408 1.0980 0.1683 1.0980 1.0479
No log 0.4104 410 1.0576 0.1683 1.0576 1.0284
No log 0.4124 412 1.0300 0.1676 1.0300 1.0149
No log 0.4144 414 0.9709 0.1404 0.9709 0.9853
No log 0.4164 416 0.8790 0.1119 0.8790 0.9376
No log 0.4184 418 0.7794 0.2432 0.7794 0.8828
No log 0.4204 420 0.7850 0.4343 0.7850 0.8860
No log 0.4224 422 0.8092 0.4343 0.8092 0.8995
No log 0.4244 424 0.7804 0.3383 0.7804 0.8834
No log 0.4264 426 0.7478 0.4481 0.7478 0.8648
No log 0.4284 428 0.7728 0.4494 0.7728 0.8791
No log 0.4304 430 0.8377 0.3241 0.8377 0.9152
No log 0.4324 432 0.8861 0.2222 0.8861 0.9414
No log 0.4344 434 0.9122 0.0922 0.9122 0.9551
No log 0.4364 436 0.9525 0.0800 0.9525 0.9760
No log 0.4384 438 0.8952 0.1582 0.8952 0.9462
No log 0.4404 440 0.8198 0.2391 0.8198 0.9054
No log 0.4424 442 0.7611 0.4167 0.7611 0.8724
No log 0.4444 444 0.7431 0.4481 0.7431 0.8621
No log 0.4464 446 0.7671 0.4343 0.7671 0.8758
No log 0.4484 448 0.7704 0.3897 0.7704 0.8778
No log 0.4505 450 0.7233 0.4928 0.7233 0.8504
No log 0.4525 452 0.7044 0.3280 0.7044 0.8393
No log 0.4545 454 0.8023 0.2468 0.8023 0.8957
No log 0.4565 456 0.9988 0.0919 0.9988 0.9994
No log 0.4585 458 1.0786 0.0919 1.0786 1.0386
No log 0.4605 460 1.1242 0.1137 1.1242 1.0603
No log 0.4625 462 1.0383 0.0919 1.0383 1.0190
No log 0.4645 464 0.9162 0.0283 0.9162 0.9572
No log 0.4665 466 0.8456 0.2116 0.8456 0.9195
No log 0.4685 468 0.8710 0.1959 0.8710 0.9333
No log 0.4705 470 0.9145 0.1192 0.9145 0.9563
No log 0.4725 472 0.8581 0.1404 0.8581 0.9263
No log 0.4745 474 0.8217 0.1119 0.8217 0.9065
No log 0.4765 476 0.8090 0.1026 0.8090 0.8994
No log 0.4785 478 0.8072 0.1026 0.8072 0.8984
No log 0.4805 480 0.8066 0.1026 0.8066 0.8981
No log 0.4825 482 0.7995 0.2648 0.7995 0.8942
No log 0.4845 484 0.8085 0.1206 0.8085 0.8992
No log 0.4865 486 0.8017 0.2143 0.8017 0.8954
No log 0.4885 488 0.7701 0.1206 0.7701 0.8776
No log 0.4905 490 0.7464 0.3063 0.7464 0.8639
No log 0.4925 492 0.7611 0.2844 0.7611 0.8724
No log 0.4945 494 0.8013 0.1818 0.8013 0.8952
No log 0.4965 496 0.8846 0.1895 0.8846 0.9405
No log 0.4985 498 0.9551 0.1656 0.9551 0.9773
0.8653 0.5005 500 0.9473 0.1656 0.9473 0.9733
0.8653 0.5025 502 0.8795 0.1895 0.8795 0.9378
0.8653 0.5045 504 0.8302 0.1355 0.8302 0.9112
0.8653 0.5065 506 0.8068 0.2097 0.8068 0.8982
0.8653 0.5085 508 0.7710 0.2097 0.7710 0.8781
0.8653 0.5105 510 0.7530 0.2286 0.7530 0.8677
0.8653 0.5125 512 0.7400 0.3063 0.7400 0.8602
0.8653 0.5145 514 0.7575 0.3834 0.7575 0.8703
0.8653 0.5165 516 0.7962 0.2391 0.7962 0.8923
0.8653 0.5185 518 0.8228 0.2391 0.8228 0.9071
0.8653 0.5205 520 0.8305 0.1895 0.8305 0.9113
0.8653 0.5225 522 0.8204 0.2146 0.8204 0.9057
0.8653 0.5245 524 0.8467 0.1026 0.8467 0.9202
0.8653 0.5265 526 0.8634 0.1355 0.8634 0.9292
0.8653 0.5285 528 0.8525 0.1119 0.8525 0.9233
0.8653 0.5305 530 0.8735 0.2057 0.8735 0.9346
0.8653 0.5325 532 0.9651 0.1600 0.9651 0.9824
0.8653 0.5345 534 0.9987 0.1615 0.9987 0.9994
0.8653 0.5365 536 1.0419 0.1615 1.0419 1.0207
0.8653 0.5385 538 0.9701 0.1615 0.9701 0.9849
0.8653 0.5405 540 0.8381 0.2815 0.8381 0.9155
0.8653 0.5425 542 0.7572 0.4574 0.7572 0.8702
0.8653 0.5445 544 0.7489 0.4118 0.7489 0.8654
0.8653 0.5465 546 0.7694 0.3383 0.7694 0.8772
0.8653 0.5485 548 0.7945 0.3897 0.7945 0.8914
0.8653 0.5506 550 0.7824 0.4167 0.7824 0.8845
0.8653 0.5526 552 0.7347 0.3333 0.7347 0.8571
0.8653 0.5546 554 0.7240 0.2432 0.7240 0.8509
0.8653 0.5566 556 0.7706 0.1026 0.7706 0.8778
0.8653 0.5586 558 0.8272 0.1119 0.8272 0.9095
0.8653 0.5606 560 0.9108 0.1404 0.9108 0.9544
0.8653 0.5626 562 1.0105 0.1683 1.0105 1.0052
0.8653 0.5646 564 1.1601 0.1683 1.1601 1.0771
0.8653 0.5666 566 1.2414 0.1853 1.2414 1.1142
0.8653 0.5686 568 1.1964 0.1853 1.1964 1.0938
0.8653 0.5706 570 1.0517 0.1853 1.0517 1.0255
0.8653 0.5726 572 0.8708 0.2613 0.8708 0.9332
0.8653 0.5746 574 0.7684 0.3093 0.7684 0.8766
0.8653 0.5766 576 0.6970 0.3830 0.6970 0.8349
0.8653 0.5786 578 0.6424 0.5164 0.6424 0.8015
0.8653 0.5806 580 0.6303 0.5164 0.6303 0.7939
0.8653 0.5826 582 0.6436 0.4481 0.6436 0.8022
0.8653 0.5846 584 0.6425 0.4481 0.6425 0.8016
0.8653 0.5866 586 0.6514 0.4655 0.6514 0.8071
0.8653 0.5886 588 0.6578 0.4577 0.6578 0.8110
0.8653 0.5906 590 0.6785 0.3241 0.6785 0.8237
0.8653 0.5926 592 0.6997 0.3378 0.6997 0.8365
0.8653 0.5946 594 0.6725 0.3549 0.6725 0.8201
0.8653 0.5966 596 0.6504 0.3724 0.6504 0.8064
0.8653 0.5986 598 0.6268 0.4390 0.6268 0.7917
0.8653 0.6006 600 0.6092 0.3482 0.6092 0.7805
0.8653 0.6026 602 0.6109 0.4262 0.6109 0.7816
0.8653 0.6046 604 0.6055 0.3482 0.6056 0.7782
0.8653 0.6066 606 0.6100 0.3636 0.6100 0.7810
0.8653 0.6086 608 0.6299 0.3778 0.6299 0.7937
0.8653 0.6106 610 0.6637 0.3077 0.6637 0.8147
0.8653 0.6126 612 0.6816 0.3724 0.6816 0.8256
0.8653 0.6146 614 0.6935 0.3724 0.6935 0.8328
0.8653 0.6166 616 0.6895 0.3259 0.6895 0.8304
0.8653 0.6186 618 0.6814 0.3259 0.6814 0.8255
0.8653 0.6206 620 0.6899 0.3259 0.6899 0.8306
0.8653 0.6226 622 0.7169 0.2899 0.7169 0.8467
0.8653 0.6246 624 0.7780 0.2724 0.7780 0.8820
0.8653 0.6266 626 0.8028 0.2724 0.8028 0.8960
0.8653 0.6286 628 0.8023 0.2724 0.8023 0.8957
0.8653 0.6306 630 0.7767 0.2724 0.7767 0.8813
0.8653 0.6326 632 0.7639 0.2724 0.7639 0.8740
0.8653 0.6346 634 0.7259 0.3406 0.7259 0.8520
0.8653 0.6366 636 0.6619 0.3849 0.6619 0.8136
0.8653 0.6386 638 0.6558 0.3849 0.6558 0.8098
0.8653 0.6406 640 0.6513 0.3475 0.6513 0.8070
0.8653 0.6426 642 0.6783 0.3984 0.6783 0.8236
0.8653 0.6446 644 0.7994 0.1881 0.7994 0.8941
0.8653 0.6466 646 0.9406 0.1667 0.9406 0.9699
0.8653 0.6486 648 0.9618 0.1667 0.9618 0.9807
0.8653 0.6507 650 0.9141 0.1881 0.9141 0.9561
0.8653 0.6527 652 0.7950 0.1959 0.7950 0.8916
0.8653 0.6547 654 0.7356 0.3092 0.7356 0.8576
0.8653 0.6567 656 0.7190 0.3092 0.7190 0.8479
0.8653 0.6587 658 0.7636 0.3086 0.7636 0.8738
0.8653 0.6607 660 0.8650 0.3077 0.8650 0.9300
0.8653 0.6627 662 0.8529 0.3343 0.8529 0.9235
0.8653 0.6647 664 0.8134 0.3226 0.8134 0.9019
0.8653 0.6667 666 0.7868 0.3226 0.7868 0.8870
0.8653 0.6687 668 0.7612 0.3388 0.7612 0.8725
0.8653 0.6707 670 0.7530 0.3388 0.7530 0.8677
0.8653 0.6727 672 0.7359 0.2927 0.7359 0.8578
0.8653 0.6747 674 0.7308 0.2927 0.7308 0.8549
0.8653 0.6767 676 0.7334 0.3957 0.7334 0.8564
0.8653 0.6787 678 0.7462 0.3957 0.7462 0.8639
0.8653 0.6807 680 0.7958 0.3092 0.7958 0.8921
0.8653 0.6827 682 0.8312 0.3092 0.8312 0.9117
0.8653 0.6847 684 0.7886 0.3092 0.7886 0.8880
0.8653 0.6867 686 0.7502 0.3721 0.7502 0.8661
0.8653 0.6887 688 0.7409 0.3488 0.7409 0.8608
0.8653 0.6907 690 0.7386 0.3137 0.7386 0.8594
0.8653 0.6927 692 0.7360 0.3889 0.7360 0.8579
0.8653 0.6947 694 0.7255 0.2759 0.7255 0.8518
0.8653 0.6967 696 0.7312 0.2222 0.7312 0.8551
0.8653 0.6987 698 0.8067 0.3226 0.8067 0.8982
0.8653 0.7007 700 1.0395 0.2561 1.0395 1.0196
0.8653 0.7027 702 1.3136 0.1683 1.3136 1.1461
0.8653 0.7047 704 1.3315 0.1683 1.3315 1.1539
0.8653 0.7067 706 1.1435 0.1499 1.1435 1.0693
0.8653 0.7087 708 0.9532 0.28 0.9532 0.9763
0.8653 0.7107 710 0.7728 0.3226 0.7728 0.8791
0.8653 0.7127 712 0.6823 0.3077 0.6823 0.8260
0.8653 0.7147 714 0.6734 0.2648 0.6734 0.8206
0.8653 0.7167 716 0.6945 0.4413 0.6945 0.8333
0.8653 0.7187 718 0.6902 0.4667 0.6902 0.8308
0.8653 0.7207 720 0.6874 0.5604 0.6874 0.8291
0.8653 0.7227 722 0.6477 0.3756 0.6477 0.8048
0.8653 0.7247 724 0.6180 0.3090 0.6180 0.7861
0.8653 0.7267 726 0.6224 0.2741 0.6224 0.7889
0.8653 0.7287 728 0.7041 0.3792 0.7041 0.8391
0.8653 0.7307 730 0.8898 0.3202 0.8898 0.9433
0.8653 0.7327 732 1.0951 0.1853 1.0951 1.0465
0.8653 0.7347 734 1.1420 0.1853 1.1420 1.0687
0.8653 0.7367 736 1.1192 0.1853 1.1192 1.0579
0.8653 0.7387 738 1.0777 0.1853 1.0777 1.0381
0.8653 0.7407 740 0.9596 0.2613 0.9596 0.9796
0.8653 0.7427 742 0.7729 0.3488 0.7729 0.8792
0.8653 0.7447 744 0.6265 0.4085 0.6265 0.7915
0.8653 0.7467 746 0.6129 0.4368 0.6129 0.7829
0.8653 0.7487 748 0.6294 0.4368 0.6294 0.7934
0.8653 0.7508 750 0.6296 0.4368 0.6296 0.7935
0.8653 0.7528 752 0.6261 0.4769 0.6261 0.7913
0.8653 0.7548 754 0.6635 0.4085 0.6635 0.8146
0.8653 0.7568 756 0.6778 0.4085 0.6778 0.8233
0.8653 0.7588 758 0.6701 0.4085 0.6701 0.8186
0.8653 0.7608 760 0.6934 0.3226 0.6934 0.8327
0.8653 0.7628 762 0.6985 0.2932 0.6985 0.8358
0.8653 0.7648 764 0.6924 0.2932 0.6924 0.8321
0.8653 0.7668 766 0.7016 0.2932 0.7016 0.8376
0.8653 0.7688 768 0.7031 0.2476 0.7031 0.8385
0.8653 0.7708 770 0.6972 0.3092 0.6972 0.8350
0.8653 0.7728 772 0.6934 0.3446 0.6934 0.8327
0.8653 0.7748 774 0.7158 0.2741 0.7158 0.8460
0.8653 0.7768 776 0.7294 0.2564 0.7294 0.8540
0.8653 0.7788 778 0.7344 0.3092 0.7344 0.8569
0.8653 0.7808 780 0.7690 0.2620 0.7690 0.8769
0.8653 0.7828 782 0.8014 0.2025 0.8014 0.8952
0.8653 0.7848 784 0.7968 0.2025 0.7968 0.8926
0.8653 0.7868 786 0.7784 0.2620 0.7784 0.8822
0.8653 0.7888 788 0.7528 0.2774 0.7528 0.8677
0.8653 0.7908 790 0.7440 0.2476 0.7440 0.8625
0.8653 0.7928 792 0.7243 0.3721 0.7243 0.8511
0.8653 0.7948 794 0.7216 0.4085 0.7216 0.8494
0.8653 0.7968 796 0.7213 0.3446 0.7213 0.8493
0.8653 0.7988 798 0.7399 0.2391 0.7399 0.8602
0.8653 0.8008 800 0.7747 0.2057 0.7747 0.8802
0.8653 0.8028 802 0.8121 0.2119 0.8121 0.9012
0.8653 0.8048 804 0.8147 0.2119 0.8147 0.9026
0.8653 0.8068 806 0.7931 0.1811 0.7931 0.8906
0.8653 0.8088 808 0.7863 0.1811 0.7863 0.8867
0.8653 0.8108 810 0.7838 0.1985 0.7838 0.8853
0.8653 0.8128 812 0.7761 0.2899 0.7761 0.8810
0.8653 0.8148 814 0.7668 0.2564 0.7668 0.8756
0.8653 0.8168 816 0.7538 0.2741 0.7538 0.8682
0.8653 0.8188 818 0.7583 0.3446 0.7583 0.8708
0.8653 0.8208 820 0.7662 0.3446 0.7662 0.8753
0.8653 0.8228 822 0.7768 0.3274 0.7768 0.8814
0.8653 0.8248 824 0.7863 0.3957 0.7863 0.8868
0.8653 0.8268 826 0.8018 0.3488 0.8018 0.8954
0.8653 0.8288 828 0.8136 0.3957 0.8136 0.9020
0.8653 0.8308 830 0.8455 0.3256 0.8455 0.9195
0.8653 0.8328 832 0.9061 0.2508 0.9061 0.9519
0.8653 0.8348 834 0.9468 0.2508 0.9468 0.9730
0.8653 0.8368 836 0.9814 0.1939 0.9814 0.9906
0.8653 0.8388 838 0.9785 0.2654 0.9785 0.9892
0.8653 0.8408 840 0.9666 0.2654 0.9666 0.9832
0.8653 0.8428 842 0.9508 0.2368 0.9508 0.9751
0.8653 0.8448 844 0.9378 0.2368 0.9378 0.9684
0.8653 0.8468 846 0.9439 0.2368 0.9439 0.9715
0.8653 0.8488 848 0.9473 0.2368 0.9473 0.9733
0.8653 0.8509 850 0.9719 0.2654 0.9719 0.9858
0.8653 0.8529 852 1.0178 0.1939 1.0178 1.0089
0.8653 0.8549 854 1.0887 0.1600 1.0887 1.0434
0.8653 0.8569 856 1.0670 0.1600 1.0670 1.0330
0.8653 0.8589 858 0.9883 0.1939 0.9883 0.9941
0.8653 0.8609 860 0.8971 0.3388 0.8971 0.9471
0.8653 0.8629 862 0.8277 0.2927 0.8277 0.9098
0.8653 0.8649 864 0.7890 0.2348 0.7890 0.8883
0.8653 0.8669 866 0.7680 0.3115 0.7680 0.8763
0.8653 0.8689 868 0.7544 0.272 0.7544 0.8686
0.8653 0.8709 870 0.7500 0.3446 0.7500 0.8660
0.8653 0.8729 872 0.7677 0.3590 0.7677 0.8762
0.8653 0.8749 874 0.7801 0.3406 0.7801 0.8832
0.8653 0.8769 876 0.8086 0.2432 0.8086 0.8992
0.8653 0.8789 878 0.8544 0.2468 0.8544 0.9243
0.8653 0.8809 880 0.9262 0.125 0.9262 0.9624
0.8653 0.8829 882 0.9564 0.1473 0.9564 0.9780
0.8653 0.8849 884 0.9123 0.125 0.9123 0.9551
0.8653 0.8869 886 0.8537 0.1895 0.8537 0.9240
0.8653 0.8889 888 0.8030 0.1811 0.8030 0.8961
0.8653 0.8909 890 0.7461 0.2891 0.7461 0.8637
0.8653 0.8929 892 0.7301 0.2891 0.7301 0.8544
0.8653 0.8949 894 0.7525 0.2891 0.7525 0.8675
0.8653 0.8969 896 0.8487 0.1802 0.8487 0.9213
0.8653 0.8989 898 1.0450 0.1473 1.0450 1.0222
0.8653 0.9009 900 1.2802 0.1853 1.2802 1.1315
0.8653 0.9029 902 1.3604 0.1853 1.3604 1.1663
0.8653 0.9049 904 1.3058 0.1853 1.3058 1.1427
0.8653 0.9069 906 1.1916 0.1137 1.1916 1.0916
0.8653 0.9089 908 1.0175 0.1473 1.0175 1.0087
0.8653 0.9109 910 0.8269 0.2742 0.8269 0.9094
0.8653 0.9129 912 0.7222 0.3778 0.7222 0.8498
0.8653 0.9149 914 0.6897 0.3083 0.6897 0.8305
0.8653 0.9169 916 0.6807 0.3083 0.6807 0.8250
0.8653 0.9189 918 0.6787 0.3083 0.6787 0.8238
0.8653 0.9209 920 0.7116 0.3902 0.7116 0.8436
0.8653 0.9229 922 0.7596 0.3388 0.7596 0.8716
0.8653 0.9249 924 0.8290 0.2364 0.8290 0.9105
0.8653 0.9269 926 0.9171 0.2261 0.9171 0.9576
0.8653 0.9289 928 0.9399 0.2261 0.9399 0.9695
0.8653 0.9309 930 0.8481 0.2734 0.8481 0.9209
0.8653 0.9329 932 0.7932 0.2654 0.7932 0.8906
0.8653 0.9349 934 0.7315 0.4186 0.7315 0.8553
0.8653 0.9369 936 0.6866 0.4270 0.6866 0.8286
0.8653 0.9389 938 0.6710 0.3636 0.6710 0.8192
0.8653 0.9409 940 0.6884 0.4270 0.6884 0.8297
0.8653 0.9429 942 0.7374 0.4390 0.7374 0.8587
0.8653 0.9449 944 0.7521 0.4390 0.7521 0.8672
0.8653 0.9469 946 0.7551 0.4390 0.7551 0.8690
0.8653 0.9489 948 0.7416 0.4390 0.7416 0.8612
0.8653 0.9510 950 0.7211 0.4390 0.7211 0.8492
0.8653 0.9530 952 0.7294 0.3902 0.7294 0.8540
0.8653 0.9550 954 0.7750 0.2774 0.7750 0.8804
0.8653 0.9570 956 0.8359 0.2364 0.8359 0.9143
0.8653 0.9590 958 0.8592 0.2364 0.8592 0.9270
0.8653 0.9610 960 0.8647 0.2222 0.8647 0.9299
0.8653 0.9630 962 0.9340 0.1798 0.9340 0.9664
0.8653 0.9650 964 0.9303 0.1798 0.9303 0.9645
0.8653 0.9670 966 0.8476 0.1729 0.8476 0.9207
0.8653 0.9690 968 0.7661 0.3772 0.7661 0.8753
0.8653 0.9710 970 0.7560 0.4460 0.7560 0.8695
0.8653 0.9730 972 0.7515 0.4460 0.7515 0.8669
0.8653 0.9750 974 0.7801 0.3893 0.7801 0.8832
0.8653 0.9770 976 0.8061 0.2516 0.8061 0.8978
0.8653 0.9790 978 0.8515 0.1600 0.8515 0.9228
0.8653 0.9810 980 0.8959 0.1600 0.8959 0.9465
0.8653 0.9830 982 0.8905 0.1600 0.8905 0.9437
0.8653 0.9850 984 0.8428 0.1939 0.8428 0.9180
0.8653 0.9870 986 0.7823 0.4068 0.7823 0.8845
0.8653 0.9890 988 0.7881 0.4964 0.7881 0.8878
0.8653 0.9910 990 0.8219 0.4068 0.8219 0.9066
0.8653 0.9930 992 0.8383 0.3718 0.8383 0.9156
0.8653 0.9950 994 0.8439 0.3718 0.8439 0.9186
0.8653 0.9970 996 0.8870 0.3718 0.8870 0.9418
0.8653 0.9990 998 0.8742 0.3718 0.8742 0.9350
0.7117 1.0010 1000 0.8169 0.3718 0.8169 0.9038
0.7117 1.0030 1002 0.7628 0.4964 0.7628 0.8734
0.7117 1.0050 1004 0.7404 0.4964 0.7404 0.8605
0.7117 1.0070 1006 0.7433 0.4542 0.7433 0.8621
0.7117 1.0090 1008 0.7862 0.3556 0.7862 0.8867
0.7117 1.0110 1010 0.7957 0.2956 0.7957 0.8920
0.7117 1.0130 1012 0.7926 0.2804 0.7926 0.8903
0.7117 1.0150 1014 0.7647 0.3553 0.7647 0.8745
0.7117 1.0170 1016 0.7129 0.3280 0.7129 0.8443
0.7117 1.0190 1018 0.6791 0.3304 0.6791 0.8241
0.7117 1.0210 1020 0.6666 0.3304 0.6666 0.8164
0.7117 1.0230 1022 0.6683 0.3280 0.6683 0.8175
0.7117 1.0250 1024 0.6888 0.2344 0.6888 0.8299
0.7117 1.0270 1026 0.7023 0.2344 0.7023 0.8381
0.7117 1.0290 1028 0.6757 0.3280 0.6757 0.8220
0.7117 1.0310 1030 0.6776 0.4085 0.6776 0.8232
0.7117 1.0330 1032 0.7234 0.2323 0.7234 0.8505
0.7117 1.0350 1034 0.7784 0.2620 0.7784 0.8823
0.7117 1.0370 1036 0.7730 0.2932 0.7730 0.8792
0.7117 1.0390 1038 0.7155 0.3721 0.7155 0.8459
0.7117 1.0410 1040 0.6621 0.4270 0.6621 0.8137
0.7117 1.0430 1042 0.6521 0.3482 0.6521 0.8075
0.7117 1.0450 1044 0.6597 0.3482 0.6597 0.8122
0.7117 1.0470 1046 0.6655 0.3304 0.6655 0.8158
0.7117 1.0490 1048 0.6736 0.3304 0.6736 0.8207
0.7117 1.0511 1050 0.6711 0.4667 0.6711 0.8192
0.7117 1.0531 1052 0.6774 0.4141 0.6774 0.8230
0.7117 1.0551 1054 0.6823 0.4141 0.6823 0.8260
0.7117 1.0571 1056 0.6876 0.384 0.6876 0.8292
0.7117 1.0591 1058 0.7400 0.3241 0.7400 0.8602
0.7117 1.0611 1060 0.7212 0.3086 0.7212 0.8493
0.7117 1.0631 1062 0.6794 0.3556 0.6794 0.8243
0.7117 1.0651 1064 0.6595 0.4460 0.6595 0.8121
0.7117 1.0671 1066 0.6792 0.4655 0.6792 0.8241
0.7117 1.0691 1068 0.7167 0.4655 0.7167 0.8466
0.7117 1.0711 1070 0.7140 0.5368 0.7140 0.8450
0.7117 1.0731 1072 0.7532 0.3534 0.7532 0.8679
0.7117 1.0751 1074 0.7995 0.3396 0.7995 0.8942
0.7117 1.0771 1076 0.7965 0.3396 0.7965 0.8925
0.7117 1.0791 1078 0.7610 0.4615 0.7610 0.8723
0.7117 1.0811 1080 0.7327 0.5000 0.7327 0.8560
0.7117 1.0831 1082 0.7174 0.3090 0.7174 0.8470
0.7117 1.0851 1084 0.7244 0.3090 0.7244 0.8511
0.7117 1.0871 1086 0.7271 0.3090 0.7271 0.8527
0.7117 1.0891 1088 0.7252 0.3304 0.7252 0.8516
0.7117 1.0911 1090 0.7179 0.3304 0.7179 0.8473
0.7117 1.0931 1092 0.7093 0.2288 0.7093 0.8422
0.7117 1.0951 1094 0.7172 0.2678 0.7172 0.8469
0.7117 1.0971 1096 0.7460 0.1283 0.7460 0.8637
0.7117 1.0991 1098 0.8729 0.2468 0.8729 0.9343
0.7117 1.1011 1100 1.1060 0.1667 1.1060 1.0517
0.7117 1.1031 1102 1.2517 0.2266 1.2517 1.1188
0.7117 1.1051 1104 1.2263 0.2266 1.2263 1.1074
0.7117 1.1071 1106 1.0730 0.1667 1.0730 1.0358
0.7117 1.1091 1108 0.9810 0.1667 0.9810 0.9905
0.7117 1.1111 1110 0.8911 0.2222 0.8911 0.9440
0.7117 1.1131 1112 0.7733 0.2173 0.7733 0.8794
0.7117 1.1151 1114 0.6942 0.2927 0.6942 0.8332
0.7117 1.1171 1116 0.6793 0.3831 0.6793 0.8242
0.7117 1.1191 1118 0.6837 0.4031 0.6837 0.8269
0.7117 1.1211 1120 0.7007 0.4460 0.7007 0.8371
0.7117 1.1231 1122 0.7801 0.3519 0.7801 0.8832
0.7117 1.1251 1124 0.8730 0.2364 0.8730 0.9343
0.7117 1.1271 1126 0.8860 0.1798 0.8860 0.9413
0.7117 1.1291 1128 0.8692 0.1802 0.8692 0.9323
0.7117 1.1311 1130 0.7624 0.2936 0.7624 0.8732
0.7117 1.1331 1132 0.6838 0.3592 0.6838 0.8269
0.7117 1.1351 1134 0.6682 0.4904 0.6682 0.8174
0.7117 1.1371 1136 0.6877 0.5116 0.6877 0.8293
0.7117 1.1391 1138 0.7326 0.4655 0.7326 0.8559
0.7117 1.1411 1140 0.7697 0.4615 0.7697 0.8773
0.7117 1.1431 1142 0.8132 0.4311 0.8132 0.9018
0.7117 1.1451 1144 0.8329 0.4311 0.8329 0.9126
0.7117 1.1471 1146 0.8219 0.4337 0.8219 0.9066
0.7117 1.1491 1148 0.8006 0.4337 0.8006 0.8947
0.7117 1.1512 1150 0.7662 0.4337 0.7662 0.8753
0.7117 1.1532 1152 0.7478 0.4337 0.7478 0.8647
0.7117 1.1552 1154 0.7402 0.4167 0.7402 0.8604
0.7117 1.1572 1156 0.7393 0.3556 0.7393 0.8598
0.7117 1.1592 1158 0.7445 0.2804 0.7445 0.8629
0.7117 1.1612 1160 0.7294 0.3092 0.7294 0.8540
0.7117 1.1632 1162 0.7040 0.3092 0.7040 0.8390
0.7117 1.1652 1164 0.6760 0.3092 0.6760 0.8222
0.7117 1.1672 1166 0.6759 0.3415 0.6759 0.8222
0.7117 1.1692 1168 0.6547 0.3259 0.6547 0.8092
0.7117 1.1712 1170 0.6562 0.3259 0.6562 0.8100
0.7117 1.1732 1172 0.6625 0.3259 0.6625 0.8139
0.7117 1.1752 1174 0.6677 0.2927 0.6677 0.8171
0.7117 1.1772 1176 0.6685 0.3099 0.6685 0.8176
0.7117 1.1792 1178 0.6787 0.3772 0.6787 0.8238
0.7117 1.1812 1180 0.7061 0.3636 0.7061 0.8403
0.7117 1.1832 1182 0.7427 0.3893 0.7427 0.8618
0.7117 1.1852 1184 0.7512 0.3957 0.7512 0.8667
0.7117 1.1872 1186 0.7978 0.3556 0.7978 0.8932
0.7117 1.1892 1188 0.8731 0.3556 0.8731 0.9344
0.7117 1.1912 1190 0.9082 0.3556 0.9082 0.9530
0.7117 1.1932 1192 0.8829 0.3556 0.8829 0.9396
0.7117 1.1952 1194 0.8809 0.3556 0.8809 0.9385
0.7117 1.1972 1196 0.9207 0.3404 0.9207 0.9595
0.7117 1.1992 1198 0.8886 0.3404 0.8886 0.9426
0.7117 1.2012 1200 0.8318 0.3556 0.8318 0.9120
0.7117 1.2032 1202 0.7907 0.3893 0.7907 0.8892
0.7117 1.2052 1204 0.7544 0.4368 0.7544 0.8685
0.7117 1.2072 1206 0.7270 0.3689 0.7270 0.8526
0.7117 1.2092 1208 0.7282 0.4460 0.7282 0.8534
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0.6014 1.7898 1788 0.6213 0.5263 0.6213 0.7882
0.6014 1.7918 1790 0.6068 0.5263 0.6068 0.7789
0.6014 1.7938 1792 0.5982 0.5576 0.5982 0.7734
0.6014 1.7958 1794 0.6086 0.3772 0.6086 0.7801
0.6014 1.7978 1796 0.6482 0.3553 0.6482 0.8051
0.6014 1.7998 1798 0.6845 0.3226 0.6845 0.8273
0.6014 1.8018 1800 0.7048 0.3067 0.7048 0.8395
0.6014 1.8038 1802 0.7005 0.3226 0.7005 0.8369
0.6014 1.8058 1804 0.6970 0.3226 0.6970 0.8349
0.6014 1.8078 1806 0.6723 0.3388 0.6723 0.8199
0.6014 1.8098 1808 0.6308 0.3415 0.6308 0.7943
0.6014 1.8118 1810 0.6072 0.4085 0.6072 0.7792
0.6014 1.8138 1812 0.6064 0.4167 0.6064 0.7787
0.6014 1.8158 1814 0.6064 0.4167 0.6064 0.7787
0.6014 1.8178 1816 0.6115 0.3772 0.6115 0.7820
0.6014 1.8198 1818 0.6329 0.3553 0.6329 0.7955
0.6014 1.8218 1820 0.7029 0.3553 0.7029 0.8384
0.6014 1.8238 1822 0.8225 0.2936 0.8225 0.9069
0.6014 1.8258 1824 0.9469 0.1798 0.9469 0.9731
0.6014 1.8278 1826 1.0165 0.1798 1.0165 1.0082
0.6014 1.8298 1828 0.9742 0.1798 0.9742 0.9870
0.6014 1.8318 1830 0.8759 0.1860 0.8759 0.9359
0.6014 1.8338 1832 0.7585 0.3086 0.7585 0.8709
0.6014 1.8358 1834 0.6650 0.4013 0.6650 0.8155
0.6014 1.8378 1836 0.6224 0.4460 0.6224 0.7889
0.6014 1.8398 1838 0.6042 0.5116 0.6042 0.7773
0.6014 1.8418 1840 0.5904 0.6202 0.5904 0.7684
0.6014 1.8438 1842 0.5714 0.6789 0.5714 0.7559
0.6014 1.8458 1844 0.5670 0.6789 0.5670 0.7530
0.6014 1.8478 1846 0.5648 0.6471 0.5648 0.7515
0.6014 1.8498 1848 0.5680 0.5368 0.5680 0.7536
0.6014 1.8519 1850 0.5978 0.4085 0.5978 0.7732
0.6014 1.8539 1852 0.6477 0.3676 0.6477 0.8048
0.6014 1.8559 1854 0.6892 0.3519 0.6892 0.8302
0.6014 1.8579 1856 0.7193 0.2936 0.7193 0.8481
0.6014 1.8599 1858 0.7565 0.2222 0.7565 0.8698
0.6014 1.8619 1860 0.7580 0.3676 0.7580 0.8707
0.6014 1.8639 1862 0.7342 0.3676 0.7342 0.8569
0.6014 1.8659 1864 0.7496 0.3676 0.7496 0.8658
0.6014 1.8679 1866 0.7518 0.3676 0.7518 0.8671
0.6014 1.8699 1868 0.7300 0.3676 0.7300 0.8544
0.6014 1.8719 1870 0.7140 0.4186 0.7140 0.8450
0.6014 1.8739 1872 0.6726 0.4085 0.6726 0.8201
0.6014 1.8759 1874 0.6544 0.4085 0.6544 0.8089
0.6014 1.8779 1876 0.6640 0.3415 0.6640 0.8149
0.6014 1.8799 1878 0.6563 0.3415 0.6563 0.8101
0.6014 1.8819 1880 0.6609 0.3553 0.6609 0.8129
0.6014 1.8839 1882 0.6655 0.3553 0.6655 0.8158
0.6014 1.8859 1884 0.6846 0.3226 0.6846 0.8274
0.6014 1.8879 1886 0.7215 0.3226 0.7215 0.8494
0.6014 1.8899 1888 0.7634 0.3067 0.7634 0.8737
0.6014 1.8919 1890 0.7886 0.3226 0.7886 0.8880
0.6014 1.8939 1892 0.7840 0.3226 0.7840 0.8855
0.6014 1.8959 1894 0.7788 0.3226 0.7788 0.8825
0.6014 1.8979 1896 0.7312 0.3226 0.7312 0.8551
0.6014 1.8999 1898 0.7022 0.3072 0.7022 0.8380
0.6014 1.9019 1900 0.6856 0.3241 0.6856 0.8280
0.6014 1.9039 1902 0.6495 0.3241 0.6495 0.8059
0.6014 1.9059 1904 0.6317 0.3241 0.6317 0.7948
0.6014 1.9079 1906 0.6293 0.3592 0.6293 0.7933
0.6014 1.9099 1908 0.6180 0.3592 0.6180 0.7861
0.6014 1.9119 1910 0.6124 0.3772 0.6124 0.7826
0.6014 1.9139 1912 0.6105 0.3772 0.6105 0.7814
0.6014 1.9159 1914 0.6431 0.3724 0.6431 0.8020
0.6014 1.9179 1916 0.6908 0.3072 0.6908 0.8312
0.6014 1.9199 1918 0.7260 0.2432 0.7260 0.8520
0.6014 1.9219 1920 0.7203 0.2432 0.7203 0.8487
0.6014 1.9239 1922 0.7204 0.2432 0.7204 0.8488
0.6014 1.9259 1924 0.6947 0.3406 0.6947 0.8335
0.6014 1.9279 1926 0.6700 0.2703 0.6700 0.8185
0.6014 1.9299 1928 0.6662 0.2891 0.6662 0.8162
0.6014 1.9319 1930 0.6704 0.2891 0.6704 0.8188
0.6014 1.9339 1932 0.6671 0.3590 0.6671 0.8168
0.6014 1.9359 1934 0.6728 0.3241 0.6728 0.8203
0.6014 1.9379 1936 0.6825 0.3388 0.6825 0.8262
0.6014 1.9399 1938 0.6847 0.3388 0.6847 0.8274
0.6014 1.9419 1940 0.6945 0.3388 0.6945 0.8333
0.6014 1.9439 1942 0.6845 0.3388 0.6845 0.8274
0.6014 1.9459 1944 0.6628 0.3388 0.6628 0.8141
0.6014 1.9479 1946 0.6942 0.3388 0.6942 0.8332
0.6014 1.9499 1948 0.7364 0.3388 0.7364 0.8581
0.6014 1.9520 1950 0.7213 0.3388 0.7213 0.8493
0.6014 1.9540 1952 0.6713 0.3388 0.6713 0.8193
0.6014 1.9560 1954 0.6136 0.4013 0.6136 0.7833
0.6014 1.9580 1956 0.5844 0.3902 0.5844 0.7645
0.6014 1.9600 1958 0.5889 0.3902 0.5889 0.7674
0.6014 1.9620 1960 0.5883 0.3902 0.5883 0.7670
0.6014 1.9640 1962 0.5979 0.3241 0.5979 0.7732
0.6014 1.9660 1964 0.5892 0.4296 0.5892 0.7676
0.6014 1.9680 1966 0.5878 0.4296 0.5878 0.7667
0.6014 1.9700 1968 0.5935 0.3970 0.5935 0.7704
0.6014 1.9720 1970 0.5975 0.4049 0.5975 0.7730
0.6014 1.9740 1972 0.6157 0.4697 0.6157 0.7846
0.6014 1.9760 1974 0.6516 0.3592 0.6516 0.8072
0.6014 1.9780 1976 0.7207 0.2632 0.7207 0.8489
0.6014 1.9800 1978 0.7951 0.3086 0.7951 0.8917
0.6014 1.9820 1980 0.8116 0.3396 0.8116 0.9009
0.6014 1.9840 1982 0.7810 0.3396 0.7810 0.8837
0.6014 1.9860 1984 0.7157 0.3396 0.7157 0.8460
0.6014 1.9880 1986 0.6810 0.4460 0.6810 0.8253
0.6014 1.9900 1988 0.6857 0.4460 0.6857 0.8280
0.6014 1.9920 1990 0.7221 0.4 0.7221 0.8498
0.6014 1.9940 1992 0.7851 0.2687 0.7851 0.8860
0.6014 1.9960 1994 0.7944 0.2687 0.7944 0.8913
0.6014 1.9980 1996 0.7407 0.3396 0.7407 0.8607
0.6014 2.0 1998 0.6650 0.3721 0.6650 0.8155
0.6036 2.0020 2000 0.6369 0.3721 0.6369 0.7980
0.6036 2.0040 2002 0.6493 0.3721 0.6493 0.8058
0.6036 2.0060 2004 0.6769 0.3092 0.6769 0.8227
0.6036 2.0080 2006 0.7209 0.2323 0.7209 0.8491
0.6036 2.0100 2008 0.6986 0.2222 0.6986 0.8358
0.6036 2.0120 2010 0.6809 0.3092 0.6809 0.8252
0.6036 2.0140 2012 0.6773 0.2804 0.6773 0.8230
0.6036 2.0160 2014 0.6466 0.3092 0.6466 0.8041
0.6036 2.0180 2016 0.6370 0.3092 0.6370 0.7981
0.6036 2.0200 2018 0.6328 0.3092 0.6328 0.7955
0.6036 2.0220 2020 0.6501 0.3388 0.6501 0.8063
0.6036 2.0240 2022 0.6585 0.2620 0.6585 0.8115
0.6036 2.0260 2024 0.6764 0.2620 0.6764 0.8224
0.6036 2.0280 2026 0.6682 0.2620 0.6682 0.8174
0.6036 2.0300 2028 0.6492 0.2774 0.6492 0.8057
0.6036 2.0320 2030 0.6695 0.2468 0.6695 0.8183
0.6036 2.0340 2032 0.7051 0.2468 0.7051 0.8397
0.6036 2.0360 2034 0.6794 0.2468 0.6794 0.8242
0.6036 2.0380 2036 0.6743 0.2620 0.6743 0.8211
0.6036 2.0400 2038 0.6432 0.3092 0.6432 0.8020
0.6036 2.0420 2040 0.6237 0.3092 0.6237 0.7897
0.6036 2.0440 2042 0.5943 0.5017 0.5943 0.7709
0.6036 2.0460 2044 0.5896 0.5017 0.5896 0.7679
0.6036 2.0480 2046 0.5652 0.5205 0.5652 0.7518
0.6036 2.0501 2048 0.5382 0.5398 0.5382 0.7336
0.6036 2.0521 2050 0.5304 0.5398 0.5304 0.7283
0.6036 2.0541 2052 0.5295 0.5594 0.5295 0.7276
0.6036 2.0561 2054 0.5331 0.5594 0.5331 0.7301
0.6036 2.0581 2056 0.5345 0.5594 0.5345 0.7311
0.6036 2.0601 2058 0.5377 0.5594 0.5377 0.7333
0.6036 2.0621 2060 0.5481 0.5398 0.5481 0.7403
0.6036 2.0641 2062 0.5583 0.4362 0.5583 0.7472
0.6036 2.0661 2064 0.5606 0.4362 0.5606 0.7487
0.6036 2.0681 2066 0.5664 0.3844 0.5664 0.7526
0.6036 2.0701 2068 0.5582 0.3844 0.5582 0.7471
0.6036 2.0721 2070 0.5613 0.4103 0.5613 0.7492
0.6036 2.0741 2072 0.5757 0.2432 0.5757 0.7588
0.6036 2.0761 2074 0.5866 0.2432 0.5866 0.7659
0.6036 2.0781 2076 0.5985 0.2620 0.5985 0.7736
0.6036 2.0801 2078 0.6184 0.2620 0.6184 0.7864
0.6036 2.0821 2080 0.6597 0.2620 0.6597 0.8122
0.6036 2.0841 2082 0.6797 0.2620 0.6797 0.8244
0.6036 2.0861 2084 0.7279 0.2620 0.7279 0.8532
0.6036 2.0881 2086 0.7857 0.2364 0.7857 0.8864
0.6036 2.0901 2088 0.8216 0.1729 0.8216 0.9064
0.6036 2.0921 2090 0.7937 0.2364 0.7937 0.8909
0.6036 2.0941 2092 0.7062 0.3226 0.7062 0.8403
0.6036 2.0961 2094 0.6485 0.3388 0.6485 0.8053
0.6036 2.0981 2096 0.6505 0.3388 0.6505 0.8066
0.6036 2.1001 2098 0.6560 0.3226 0.6560 0.8099
0.6036 2.1021 2100 0.6646 0.3226 0.6646 0.8152
0.6036 2.1041 2102 0.7246 0.2620 0.7246 0.8512
0.6036 2.1061 2104 0.8287 0.3212 0.8287 0.9103
0.6036 2.1081 2106 0.9054 0.1798 0.9054 0.9515
0.6036 2.1101 2108 0.9859 0.1798 0.9859 0.9929
0.6036 2.1121 2110 1.0378 0.1676 1.0378 1.0187
0.6036 2.1141 2112 0.9934 0.1798 0.9934 0.9967
0.6036 2.1161 2114 0.8755 0.2939 0.8755 0.9357
0.6036 2.1181 2116 0.7571 0.2364 0.7571 0.8701
0.6036 2.1201 2118 0.6294 0.3893 0.6294 0.7933
0.6036 2.1221 2120 0.5822 0.5576 0.5822 0.7630
0.6036 2.1241 2122 0.5968 0.5576 0.5968 0.7725
0.6036 2.1261 2124 0.6050 0.5576 0.6050 0.7778
0.6036 2.1281 2126 0.6151 0.5576 0.6151 0.7843
0.6036 2.1301 2128 0.6273 0.5368 0.6273 0.7920
0.6036 2.1321 2130 0.6624 0.4460 0.6624 0.8139
0.6036 2.1341 2132 0.7243 0.3092 0.7243 0.8511
0.6036 2.1361 2134 0.7878 0.2323 0.7878 0.8876
0.6036 2.1381 2136 0.8294 0.2173 0.8294 0.9107
0.6036 2.1401 2138 0.8521 0.2173 0.8521 0.9231
0.6036 2.1421 2140 0.8350 0.2173 0.8350 0.9138
0.6036 2.1441 2142 0.7729 0.2323 0.7729 0.8792
0.6036 2.1461 2144 0.7396 0.3415 0.7396 0.8600
0.6036 2.1481 2146 0.7452 0.3415 0.7452 0.8633
0.6036 2.1502 2148 0.7991 0.2632 0.7991 0.8939
0.6036 2.1522 2150 0.8790 0.2632 0.8790 0.9375
0.6036 2.1542 2152 1.0263 0.1931 1.0263 1.0131
0.6036 2.1562 2154 1.1544 0.1994 1.1544 1.0744
0.6036 2.1582 2156 1.2178 0.1994 1.2178 1.1036
0.6036 2.1602 2158 1.2602 0.1860 1.2602 1.1226
0.6036 2.1622 2160 1.2347 0.1648 1.2347 1.1112
0.6036 2.1642 2162 1.1893 0.2269 1.1893 1.0905
0.6036 2.1662 2164 1.0990 0.2269 1.0990 1.0483
0.6036 2.1682 2166 0.9427 0.2808 0.9427 0.9709
0.6036 2.1702 2168 0.7233 0.3824 0.7233 0.8504
0.6036 2.1722 2170 0.6583 0.5783 0.6583 0.8114
0.6036 2.1742 2172 0.6465 0.5783 0.6465 0.8040
0.6036 2.1762 2174 0.6456 0.5783 0.6456 0.8035
0.6036 2.1782 2176 0.6508 0.5116 0.6508 0.8067
0.6036 2.1802 2178 0.6695 0.2899 0.6695 0.8182
0.6036 2.1822 2180 0.7433 0.2057 0.7433 0.8621
0.6036 2.1842 2182 0.8850 0.1442 0.8850 0.9408
0.6036 2.1862 2184 1.0079 0.0833 1.0079 1.0039
0.6036 2.1882 2186 1.1466 0.1076 1.1466 1.0708
0.6036 2.1902 2188 1.2463 0.1076 1.2463 1.1164
0.6036 2.1922 2190 1.2459 0.1076 1.2459 1.1162
0.6036 2.1942 2192 1.1656 0.1076 1.1656 1.0796
0.6036 2.1962 2194 1.0792 0.1076 1.0792 1.0388
0.6036 2.1982 2196 0.9989 0.0833 0.9989 0.9995
0.6036 2.2002 2198 0.9649 0.1003 0.9649 0.9823
0.6036 2.2022 2200 0.9150 0.1003 0.9150 0.9566
0.6036 2.2042 2202 0.8613 0.1656 0.8613 0.9281
0.6036 2.2062 2204 0.8206 0.1656 0.8206 0.9059
0.6036 2.2082 2206 0.8035 0.1656 0.8035 0.8964
0.6036 2.2102 2208 0.7750 0.1806 0.7750 0.8803
0.6036 2.2122 2210 0.7731 0.2432 0.7731 0.8793
0.6036 2.2142 2212 0.7622 0.3241 0.7622 0.8730
0.6036 2.2162 2214 0.7508 0.3772 0.7508 0.8665
0.6036 2.2182 2216 0.7278 0.3957 0.7278 0.8531
0.6036 2.2202 2218 0.6886 0.4338 0.6886 0.8298
0.6036 2.2222 2220 0.6605 0.4535 0.6605 0.8127
0.6036 2.2242 2222 0.6521 0.5783 0.6521 0.8075
0.6036 2.2262 2224 0.6437 0.5783 0.6437 0.8023
0.6036 2.2282 2226 0.6313 0.4535 0.6313 0.7945
0.6036 2.2302 2228 0.6244 0.4535 0.6244 0.7902
0.6036 2.2322 2230 0.6212 0.3957 0.6212 0.7882
0.6036 2.2342 2232 0.6340 0.3772 0.6340 0.7962
0.6036 2.2362 2234 0.6707 0.3902 0.6707 0.8190
0.6036 2.2382 2236 0.6859 0.3844 0.6859 0.8282
0.6036 2.2402 2238 0.6864 0.3226 0.6864 0.8285
0.6036 2.2422 2240 0.6782 0.3388 0.6782 0.8235
0.6036 2.2442 2242 0.7049 0.3226 0.7049 0.8396
0.6036 2.2462 2244 0.7451 0.3063 0.7451 0.8632
0.6036 2.2482 2246 0.7335 0.3063 0.7335 0.8565
0.6036 2.2503 2248 0.6652 0.3792 0.6652 0.8156
0.6036 2.2523 2250 0.6006 0.4548 0.6006 0.7750
0.6036 2.2543 2252 0.5702 0.4548 0.5702 0.7551
0.6036 2.2563 2254 0.5763 0.4548 0.5763 0.7591
0.6036 2.2583 2256 0.5932 0.4548 0.5932 0.7702
0.6036 2.2603 2258 0.5929 0.4013 0.5929 0.7700
0.6036 2.2623 2260 0.5836 0.4542 0.5836 0.7639
0.6036 2.2643 2262 0.5770 0.4726 0.5770 0.7596
0.6036 2.2663 2264 0.5645 0.4913 0.5645 0.7513
0.6036 2.2683 2266 0.5574 0.4853 0.5574 0.7466
0.6036 2.2703 2268 0.5562 0.5576 0.5562 0.7458
0.6036 2.2723 2270 0.5528 0.5576 0.5528 0.7435
0.6036 2.2743 2272 0.5533 0.4726 0.5533 0.7438
0.6036 2.2763 2274 0.5640 0.4542 0.5640 0.7510
0.6036 2.2783 2276 0.5769 0.3893 0.5769 0.7595
0.6036 2.2803 2278 0.5777 0.3893 0.5777 0.7601
0.6036 2.2823 2280 0.5647 0.4542 0.5647 0.7515
0.6036 2.2843 2282 0.5468 0.4542 0.5468 0.7394
0.6036 2.2863 2284 0.5408 0.4542 0.5408 0.7354
0.6036 2.2883 2286 0.5518 0.4542 0.5518 0.7428
0.6036 2.2903 2288 0.5717 0.4013 0.5717 0.7561
0.6036 2.2923 2290 0.6017 0.4548 0.6017 0.7757
0.6036 2.2943 2292 0.6139 0.3951 0.6139 0.7835
0.6036 2.2963 2294 0.6358 0.3951 0.6358 0.7973
0.6036 2.2983 2296 0.6159 0.3951 0.6159 0.7848
0.6036 2.3003 2298 0.5807 0.4548 0.5807 0.7620
0.6036 2.3023 2300 0.5457 0.5116 0.5457 0.7387
0.6036 2.3043 2302 0.5323 0.4270 0.5323 0.7296
0.6036 2.3063 2304 0.5497 0.4832 0.5497 0.7414
0.6036 2.3083 2306 0.5960 0.4383 0.5960 0.7720
0.6036 2.3103 2308 0.6203 0.4047 0.6203 0.7876
0.6036 2.3123 2310 0.6078 0.4277 0.6078 0.7796
0.6036 2.3143 2312 0.6171 0.3940 0.6171 0.7856
0.6036 2.3163 2314 0.6522 0.3940 0.6522 0.8076
0.6036 2.3183 2316 0.7190 0.3787 0.7190 0.8479
0.6036 2.3203 2318 0.7963 0.4047 0.7963 0.8923
0.6036 2.3223 2320 0.8200 0.3488 0.8200 0.9055
0.6036 2.3243 2322 0.8572 0.2963 0.8572 0.9259
0.6036 2.3263 2324 0.7767 0.4201 0.7767 0.8813
0.6036 2.3283 2326 0.6833 0.3676 0.6833 0.8266
0.6036 2.3303 2328 0.6432 0.3396 0.6432 0.8020
0.6036 2.3323 2330 0.6166 0.3396 0.6166 0.7852
0.6036 2.3343 2332 0.5798 0.4167 0.5798 0.7614
0.6036 2.3363 2334 0.5557 0.4542 0.5557 0.7455
0.6036 2.3383 2336 0.5316 0.4904 0.5316 0.7291
0.6036 2.3403 2338 0.5284 0.4904 0.5284 0.7269
0.6036 2.3423 2340 0.5426 0.4296 0.5426 0.7366
0.6036 2.3443 2342 0.5926 0.3226 0.5926 0.7698
0.6036 2.3463 2344 0.6340 0.3636 0.6340 0.7962
0.6036 2.3483 2346 0.6275 0.3636 0.6275 0.7921
0.6036 2.3504 2348 0.6296 0.3636 0.6296 0.7935
0.6036 2.3524 2350 0.6187 0.3792 0.6187 0.7866
0.6036 2.3544 2352 0.5937 0.4383 0.5937 0.7705
0.6036 2.3564 2354 0.6000 0.3844 0.6000 0.7746
0.6036 2.3584 2356 0.5803 0.3844 0.5803 0.7618
0.6036 2.3604 2358 0.5918 0.3844 0.5918 0.7693
0.6036 2.3624 2360 0.6019 0.3844 0.6019 0.7758
0.6036 2.3644 2362 0.6173 0.3844 0.6173 0.7857
0.6036 2.3664 2364 0.6073 0.3844 0.6073 0.7793
0.6036 2.3684 2366 0.5826 0.3844 0.5826 0.7633
0.6036 2.3704 2368 0.5562 0.4013 0.5562 0.7458
0.6036 2.3724 2370 0.5476 0.3893 0.5476 0.7400
0.6036 2.3744 2372 0.5292 0.3893 0.5292 0.7275
0.6036 2.3764 2374 0.5402 0.3893 0.5402 0.7350
0.6036 2.3784 2376 0.5420 0.3893 0.5420 0.7362
0.6036 2.3804 2378 0.5577 0.3893 0.5577 0.7468
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0.2707 9.9840 9974 0.5552 0.3718 0.5552 0.7451
0.2707 9.9860 9976 0.5552 0.3718 0.5552 0.7451
0.2707 9.9880 9978 0.5552 0.3718 0.5552 0.7451
0.2707 9.9900 9980 0.5552 0.3718 0.5552 0.7451
0.2707 9.9920 9982 0.5552 0.3718 0.5552 0.7451
0.2707 9.9940 9984 0.5552 0.3718 0.5552 0.7451
0.2707 9.9960 9986 0.5552 0.3718 0.5552 0.7451
0.2707 9.9980 9988 0.5552 0.3718 0.5552 0.7451
0.2707 10.0 9990 0.5552 0.3718 0.5552 0.7451

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.4.0+cu118
  • Datasets 2.21.0
  • Tokenizers 0.19.1
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